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282.287 357.078 1978.82 34.6477 345.907 1944.18 40.3229 30.7502 271.58 13.5916 30.723 337.666 1938.1 18.7755 329.759 101.206 1919.33 11.1875 1908.14 307.745 46.3099 22.014 295.923 1899.44 21.1596 285.827 257.988 35.4575 51.8644 276.875 26.5408 1892.01 131.124 124.881 1760.89 16.4411 250.334 133.691 116.644 248.977 117.143 30.5574 1754.18 13.2874 21.8019 106.148 54.5485 29.319 1740.89 1733.79 1726.23 86.5855 95.5498 1718.54 11.111 1707.42 16.0996 84.3984 67.2148 37.9456 74.236 27.8326 internal_count=25967 5784 2683 20183 3101 2740 19963 361 2134 309 19654 690 2013 124 18964 1037 1889 549 134 266 556 121 2588 220 1801 173 136 512 938 17927 99 17875 442 500 2499 2452 1730 17433 293 1669 17140 210 160 2366 116 152 1623 17089 161 1579 891 16928 96 16832 1466 406 113 1406 16758 106 1356 2250 170 447 1311 130 16695 1154 1103 15541 133 1181 634 547 2173 553 147 15484 115 103 497 469 256 15369 15306 15239 406 446 15171 99 15072 141 393 314 178 345 130 is_linear=0 shrinkage=0.1 Tree=8 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120.587 60.1881 48.9521 32.8018 26.7518 25.1616 17.0314 16.9079 14.3666 11.676 11.4247 9.36436 9.33289 7.61245 7.5325 6.90241 6.3664 6.21468 5.87284 5.66299 5.35256 5.42207 4.8346 4.52184 4.28248 4.13939 3.76526 3.62341 3.40877 3.24149 3.04318 2.72916 3.69944 2.33665 2.33347 2.30948 2.02831 1.73285 1.64649 1.58687 1.20307 1.10857 1.08843 2.05385 1.05991 0.822118 0.748195 0.689531 0.673312 0.66677 0.650109 0.70354 0.621614 0.56221 0.560828 1.07925 0.541533 1.10733 0.505615 0.487729 0.381809 0.314877 0.265274 0.259945 0.238506 0.228919 0.161886 1.40152 0.162973 0.407969 0.155551 0.134847 0.26484 0.116152 0.0866497 0.0750497 0.0682117 0.0640392 0.0597808 0.0582385 0.0438639 0.0346057 0.0323765 0.0354584 0.0282771 0.026136 0.0259528 0.0129836 0.0108945 0.00937689 0.00814874 0.00806615 0.00676995 0.0064635 0.00629357 0.00531165 threshold=0.014190673828125002 0.12451171875000001 0.041381835937500007 0.0055694580078125009 -0.012969970703124998 0.0064544677734375009 -0.14501953124999997 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55.2895 159.197 4.25692 117.341 116.624 54.5057 53.4983 32.6677 19.8057 4.94129 154.94 12.2545 13.9058 115.249 32 114.432 31.3672 150.848 12.0901 145.884 52.7734 18.6052 3.99716 142.292 8.804 138.087 130.975 30.6263 52.2107 1.82275 30.0336 127.516 113.832 113.891 113.325 112.446 109.557 13.6254 1.53229 8.68425 105.814 99.2493 95.495 89.4519 internal_count=25977 12481 7205 2898 5276 4781 4307 13496 1921 3171 495 2521 1136 11575 1002 2468 2861 1738 377 246 915 1670 2441 310 11543 2615 294 1658 183 109 11528 147 2321 139 151 11515 4634 162 1606 114 134 226 4601 2182 112 11500 11473 4587 4529 2397 1589 282 2070 182 139 11387 2382 11342 2361 2005 900 1935 4508 1512 313 1878 109 1840 1772 2323 4476 155 2300 1721 11307 1579 11273 11212 1513 142 114 104 1479 1406 1346 1256 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=63 num_cat=0 split_feature=34 61 286 104 104 327 362 303 341 180 287 104 61 362 336 339 287 154 359 174 61 359 104 81 143 300 341 370 220 366 1 53 82 159 5 244 13 288 244 333 333 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3.82046 3.1475 2.83424 2.58615 2.42656 2.27987 2.02533 2.01769 1.72572 1.6524 1.55113 1.45972 1.43223 1.42704 1.40621 1.19702 1.34712 1.18876 1.05366 0.927454 1.48647 0.937132 0.916919 1.14278 0.770073 0.774006 0.699975 0.745419 0.685292 0.648568 0.640189 0.894735 0.608626 0.54259 0.502376 0.493692 0.420134 0.669369 0.3931 0.390133 0.370885 0.366179 0.342364 0.361593 0.332012 0.32905 0.907424 0.339217 0.311125 0.556579 0.296334 0.18471 0.174477 0.121111 0.106676 0.0756324 0.0688251 0.0679335 0.0675481 0.211586 0.0449899 0.0991104 0.042285 0.0857646 0.0309122 0.0278817 0.0266489 0.0217573 0.0198595 0.0161428 0.0122267 0.00878075 0.00787946 0.00764291 0.00459014 0.0267282 0.00404437 0.00254826 0.00206248 0.00154568 0.00221102 0.000321534 threshold=-0.023864746093749997 -0.033325195312499993 0.0086364746093750017 -0.0069427490234374991 0.048461914062500007 -0.010406494140624998 -0.0080261230468749983 -0.064697265624999986 0.040161132812500007 -0.0019760131835937496 0.0093688964843750017 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3444 3370 14891 14866 1394 122 99 3327 3129 662 3057 1388 3274 14843 3014 3208 551 3180 14807 114 214 3146 3138 3097 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=99 num_cat=0 split_feature=217 290 327 237 302 322 133 46 128 244 240 75 275 112 60 32 96 60 301 244 92 313 139 150 340 227 20 247 292 312 352 69 76 174 327 133 78 58 74 241 155 185 343 85 56 96 357 174 19 301 327 383 133 18 340 215 45 363 233 91 241 55 241 119 375 137 248 119 250 285 248 301 279 44 164 254 241 94 128 187 296 88 159 352 217 92 321 148 139 284 258 241 290 135 174 37 237 185 split_gain=12.7021 9.06155 3.82108 3.22332 2.62063 2.20746 1.82287 1.76394 1.73236 1.53962 1.48177 1.13435 1.11835 1.10651 1.02717 1.02611 0.874591 0.797475 0.782784 0.765185 0.670802 0.650121 0.643655 0.637746 0.63041 0.596363 0.587032 0.580922 0.573558 0.560763 0.532998 0.438061 0.42569 0.420456 0.418573 0.406428 0.353709 0.34701 0.328454 0.320753 0.303881 0.299347 0.296521 0.295004 0.258582 0.254408 0.250172 0.247032 0.595329 0.37855 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2363 3608 875 952 2215 1999 3530 428 1010 3416 368 13235 186 13049 1844 848 642 155 161 676 148 1847 543 939 708 244 608 1832 1830 839 294 99 3255 13034 112 3197 12922 152 114 192 356 12770 108 620 12662 1802 1817 931 471 12645 803 1736 3141 335 572 1702 111 3116 3093 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=72 num_cat=0 split_feature=108 331 134 171 134 84 310 29 184 347 56 134 84 304 27 36 56 200 108 8 38 256 201 69 238 171 43 305 27 369 38 371 357 112 344 58 304 371 29 366 321 117 48 121 134 201 112 121 27 332 113 336 306 24 56 56 108 312 252 108 370 347 121 91 340 83 171 340 45 106 46 split_gain=2.29948 0.761495 0.520986 0.471449 0.417326 0.382848 0.35686 0.316196 0.292852 0.255122 0.195575 0.178632 0.145231 0.144722 0.133588 0.129755 0.124911 0.1206 0.105278 0.0990631 0.0988972 0.0937457 0.0925763 0.0810026 0.0784644 0.0797573 0.0781237 0.0736703 0.067733 0.0635775 0.0633903 0.0704248 0.0624078 0.055676 0.0549077 0.0601975 0.0531925 0.0467195 0.0464552 0.0605146 0.0457995 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139 300 2135 2086 197 1314 487 174 140 123 10337 2060 96 1305 423 1964 411 194 1912 154 1887 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=55 num_cat=0 split_feature=104 335 287 244 327 197 35 286 197 159 38 74 327 27 364 1 36 320 241 362 5 184 47 63 102 23 198 352 72 93 3 35 303 379 21 213 352 37 172 231 200 268 18 171 63 325 62 278 298 52 353 362 110 156 split_gain=1.1788 0.718092 0.353701 0.345234 0.228561 0.179284 0.171856 0.143282 0.156479 0.126799 0.0867543 0.0814965 0.0758575 0.0675988 0.0657591 0.0651932 0.0765916 0.0468458 0.03622 0.030282 0.0296992 0.0272344 0.0265965 0.0252194 0.0246282 0.0235237 0.0216626 0.0290372 0.0197466 0.0174122 0.0165392 0.0151494 0.014968 0.0142269 0.0103057 0.00911775 0.00852432 0.0455077 0.00850318 0.00743403 0.0066033 0.00477482 0.00378189 0.00265137 0.00259127 0.00161898 0.0011495 0.00107068 0.00104913 0.00090414 0.000877768 0.000237831 6.47375e-05 1.38065e-05 threshold=0.032836914062500007 -0.0092468261718749983 0.013946533203125002 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286 195 25 35 260 357 82 61 122 212 224 57 57 128 57 258 53 180 143 212 323 46 145 309 377 104 180 156 63 362 61 327 213 285 46 107 271 25 31 split_gain=0.655946 0.370562 0.205893 0.179172 0.129463 0.107063 0.0979369 0.0975379 0.0612907 0.0606688 0.0585278 0.0520109 0.0519916 0.0450274 0.0440086 0.0438811 0.0415698 0.0272706 0.0249705 0.0241374 0.0228917 0.0226922 0.0201608 0.0270835 0.0189521 0.0151631 0.0136249 0.0141891 0.0126156 0.0134511 0.0117941 0.0117505 0.00935279 0.00917791 0.00884728 0.00799014 0.00555709 0.00487423 0.00475213 0.0033394 0.002424 0.000992492 0.000192412 threshold=0.016174316406250003 -0.0081481933593749983 -0.022521972656249997 -0.036743164062499993 -0.012420654296874998 0.055297851562500007 -0.011383056640624998 -0.048217773437499993 -0.019104003906249997 0.076904296875000014 -0.040405273437499993 -0.035278320312499993 0.047485351562500007 0.074951171875000014 -0.030212402343749997 0.063720703125000014 0.065185546875000014 0.040649414062500007 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12999 4658 12993 1384 3295 100 3270 1111 12974 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=93 num_cat=0 split_feature=241 262 25 165 326 129 317 258 161 244 191 191 25 5 209 76 228 139 350 245 312 50 323 76 299 187 50 187 326 145 180 235 209 356 84 259 241 326 258 292 82 178 169 350 311 366 292 350 143 98 76 349 50 256 122 216 145 25 271 255 52 356 261 143 98 86 145 162 382 230 259 209 77 98 316 335 117 238 195 192 63 50 36 139 174 74 49 310 253 43 3 359 split_gain=0.590197 0.491404 0.326885 0.220787 0.191955 0.177717 0.140469 0.133169 0.124423 0.126935 0.1147 0.105634 0.070879 0.0708288 0.0684803 0.0650642 0.0607541 0.0580514 0.0560395 0.0538794 0.0499371 0.0487216 0.0478914 0.0470606 0.0446612 0.0446335 0.0414579 0.045356 0.0404105 0.0400052 0.0358218 0.0340273 0.032484 0.0308939 0.0306177 0.0303313 0.0298336 0.0274513 0.0254951 0.0254514 0.024135 0.0236122 0.0269239 0.0228859 0.022372 0.0210816 0.0210348 0.0201586 0.0279886 0.0200669 0.0199318 0.0198371 0.018907 0.0183547 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0.0014152526855468752 -0.0071563720703124991 -0.022888183593749997 0.039428710937500007 0.019348144531250003 -0.015930175781249997 -0.016174316406249997 -0.015808105468749997 0.0042572021484375009 0.030761718750000003 0.10913085937500001 -0.043823242187499993 0.040405273437500007 0.10229492187500001 -0.017761230468749997 0.035766601562500007 -0.0022354125976562496 0.022888183593750003 0.025085449218750003 0.0035324096679687504 -0.046752929687499993 -0.078857421874999986 0.063232421875000014 -0.011810302734374998 0.0064849853515625009 -0.0039520263671874991 -0.012176513671874998 0.0091247558593750017 0.00094032287597656261 0.076416015625000014 0.029479980468750003 0.041381835937500007 0.038452148437500007 0.010040283203125002 -0.026062011718749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 28 15 13 12 20 34 25 16 18 -4 23 19 -3 17 30 33 21 -8 -9 -23 -6 -11 26 -5 -17 -1 -22 -7 -12 -24 -10 -2 -33 right_child=1 4 6 9 5 10 7 14 11 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0.000101613 9.36281e-05 7.58177e-05 5.12557e-05 4.25652e-05 4.17981e-05 threshold=-0.0098571777343749983 0.031127929687500003 -0.0046844482421874991 -0.029357910156249997 0.025573730468750003 1.0000000180025095e-35 -0.013336181640624998 -0.0071258544921874991 -0.017150878906249997 0.0016365051269531252 -0.0027542114257812496 -0.029235839843749997 -0.024963378906249997 -0.033569335937499993 -0.073486328124999986 -0.026916503906249997 -0.0054168701171874991 0.039916992187500007 0.015686035156250003 0.0070648193359375009 0.014923095703125002 0.023742675781250003 0.0031356811523437504 0.025695800781250003 -0.031127929687499997 -0.037231445312499993 0.0047760009765625009 0.0073089599609375009 0.10034179687500001 -0.0063934326171874991 0.0028610229492187504 0.050415039062500007 0.0027694702148437504 0.010894775390625002 0.062744140625000014 0.031616210937500007 0.0003385543823242188 -0.067626953124999986 -0.050170898437499993 -1.0000000180025095e-35 -0.036499023437499993 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0.00496641 0.0043073 0.00424228 0.00354338 0.00258925 0.00245747 0.00243638 0.00181912 0.00177913 0.00190212 0.00163292 0.0014816 0.00132117 0.00131092 0.00127823 0.00131398 0.00118425 0.00107371 0.000973915 0.00123687 0.000817021 0.000710247 0.000896836 0.000701831 0.000552983 0.000527252 0.000451887 0.000451065 0.000422765 0.000376376 0.000330288 0.000287896 0.000230893 0.000224218 0.000204947 0.000131227 0.000118601 4.88629e-05 4.53367e-05 3.21304e-05 4.24159e-06 1.50313e-06 threshold=0.016418457031250003 0.0016059875488281252 0.031860351562500007 0.034545898437500007 0.038696289062500007 -0.061889648437499993 0.018493652343750003 -0.011260986328124998 0.021179199218750003 0.036499023437500007 0.017272949218750003 0.019104003906250003 -0.072998046874999986 -0.025085449218749997 -0.038940429687499993 -0.024475097656249997 -0.034301757812499993 -0.035278320312499993 -0.046752929687499993 -0.056518554687499993 -0.043090820312499993 0.053588867187500007 0.028503417968750003 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0.00381596 0.00316814 0.00199587 0.00184589 0.00175257 0.00167406 0.00160675 0.00143135 0.00122824 0.00105834 0.00129653 0.000943528 0.000820441 0.000664301 0.000637359 0.000596355 0.000589039 0.000579685 0.000553927 0.000458328 0.000370978 0.000333126 0.000303275 0.000210211 0.00014812 7.29375e-05 2.53202e-05 1.96724e-05 1.96802e-05 1.91557e-05 threshold=0.041870117187500007 0.045288085937500007 0.041381835937500007 0.013824462890625002 0.047973632812500007 0.0094909667968750017 -0.021179199218749997 -0.021667480468749997 -0.036743164062499993 0.048706054687500007 -0.017639160156249997 -0.027404785156249997 0.041625976562500007 -0.020324707031249997 -0.032592773437499993 -0.033813476562499993 0.017517089843750003 -0.0049896240234374991 0.0059661865234375009 -0.0004625320434570312 -0.0032577514648437496 -0.085205078124999986 -0.019958496093749997 -0.077392578124999986 0.017395019531250003 0.015930175781250003 -0.076416015624999986 -0.034545898437499993 0.0041351318359375009 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left_child=3 7 6 10 11 39 25 24 38 13 34 15 17 -7 42 16 31 18 19 20 -10 30 26 -16 -2 -3 -15 33 -6 -26 41 -4 -33 -23 -1 36 -22 -34 -9 -5 -28 -8 -12 right_child=1 2 4 5 28 9 21 8 12 -11 14 -13 -14 22 23 -17 -18 -19 -20 -21 35 27 -24 -25 29 -27 40 -29 -30 -31 -32 32 37 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0 -0.031553064775532484 -0.06657496150013445 0 0 -0.037760489941809167 0 -0.045832146687258844 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.072271688425580391 0 0 0.046558046021569689 0 0 0.072280549367708877 0 0 0.041370849553828921 0 0 0 0.050648763288365331 -0.056302933331004515 0 0 0.073912636548543437 0.026191603720484537 -0.026072804270342489 0 0 -0.025512478432263005 leaf_weight=0.0010082899407279911 0.0035865168293298666 0.011064912856454612 0.0010741853741933439 0.0011596967777336431 0.0036798892654132933 0.0021659349224591997 0.0042607230133171461 0.001065821793588384 0.0010458903532253308 0.0026620850426297684 0.0010027548020161712 0.0018720636907119106 0.0024541067163568178 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0.0641965 -0.0612157 -0.0635913 -0.0654192 -0.0677977 0 0.0665085 0.0318069 0 -0.0594625 0.0689151 0.0211691 -0.0064279 0.0213104 -0.0230847 0.067685 0.0697523 0.0401909 -0.0493784 -0.0697631 -0.071154 0.0717998 0.00169177 -0.00599824 0.0709734 -0.0385696 -0.0211542 internal_weight=0.210507 0.141172 0.0707518 0.0693352 0.0424513 0.0492904 0.0283005 0.0704202 0.0608376 0.0455592 0.0200447 0.0360187 0.0573272 0.0428971 0.0121454 0.0341466 0.0329075 0.0548731 0.0528302 0.0517939 0.0500956 0.0161854 0.0407312 0.00869532 0.00958265 0.0121151 0.0394656 0.00937869 0.00643259 0.00599613 0.00680675 0.0316494 0.0305752 0.0062749 0.00789933 0.0490497 0.0476501 0.0294928 0.00351043 0.00373122 0.0384097 0.00540624 0.00345008 internal_count=25978 20558 6992 5420 2400 3320 4592 13566 12916 2945 2100 2059 12702 2835 1044 1939 1673 12472 12276 12234 12115 1668 2746 368 650 2924 2705 514 341 294 1154 1576 1532 251 1056 12006 11778 1451 214 375 2647 1111 676 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=38 num_cat=0 split_feature=108 149 331 128 324 291 47 33 278 133 48 149 105 33 190 35 130 305 65 287 179 341 283 291 108 128 284 338 226 154 47 32 284 310 284 41 332 split_gain=0.00932759 0.00762567 0.00468865 0.00367164 0.00307688 0.00232134 0.00167207 0.00161941 0.00158754 0.00145904 0.00134854 0.00116545 0.00121544 0.00116092 0.00086882 0.000793756 0.000772817 0.000661772 0.000563688 0.000503139 0.000503058 0.000473505 0.00043721 0.00034697 0.000327416 0.00032479 0.000241505 0.000185878 0.000171102 0.000122205 0.000107269 0.000184258 6.04894e-05 7.33699e-05 2.37153e-05 1.75629e-05 4.66865e-06 threshold=-0.0011177062988281248 -0.0065765380859374991 -0.052612304687499993 0.0036392211914062504 0.015228271484375002 -0.010711669921874998 1.0000000180025095e-35 -0.0051116943359374991 0.0034255981445312504 0.017761230468750003 -0.0020675659179687496 0.048461914062500007 0.024719238281250003 0.069091796875000014 -0.020202636718749997 -0.054565429687499993 -0.022888183593749997 0.027770996093750003 0.039672851562500007 -0.038696289062499993 -0.0056610107421874991 0.049194335937500007 0.019836425781250003 0.0002985000610351563 -0.035766601562499993 0.035278320312500007 -0.0065765380859374991 -0.0077819824218749991 0.057006835937500007 -0.033325195312499993 0.056518554687500007 -0.010345458984374998 -0.010528564453124998 -0.012176513671874998 0.0041046142578125009 0.034057617187500007 -0.0061798095703124991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 23 11 9 22 32 14 24 27 12 18 16 -7 -12 -8 21 19 -2 -16 30 -1 29 -4 28 -27 34 -6 -3 31 -17 36 -34 -9 -18 -5 right_child=4 2 5 7 25 8 13 10 -10 -11 15 -13 -14 -15 20 17 35 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 leaf_value=0.031919483089986218 0 0 0 -0.0052073904147667376 -0.024279849862516162 0 0 -0.010429199787026269 -0.015633962687463497 0 0 0 0 0 0 0.072996152716552229 -0.064435711245655225 0 0 -0.071369969219259796 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384 2640 4036 2577 11403 10581 316 2512 995 1296 1550 1478 279 342 1199 1201 2321 2289 720 208 229 3483 512 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=28 num_cat=0 split_feature=286 320 362 250 38 220 99 285 197 279 172 31 13 19 34 72 125 277 215 321 79 349 102 197 63 39 79 split_gain=0.0113371 0.0109523 0.00655323 0.00584173 0.00265574 0.00234685 0.00176849 0.00168125 0.00165239 0.00160699 0.00116644 0.00112358 0.00102745 0.000724175 0.000737635 0.000667233 0.0006517 0.000619747 0.000483916 0.000391966 0.000250174 0.000234481 0.000211631 0.000192413 0.000174682 0.000115448 3.93836e-05 threshold=-0.0062103271484374991 -0.023254394531249997 -0.059936523437499993 0.011749267578125002 -0.015106201171874998 0.028747558593750003 0.018615722656250003 0.0064849853515625009 -0.018859863281249997 -0.019226074218749997 0.019592285156250003 0.022277832031250003 0.092041015625000014 -0.061523437499999993 0.090576171875000014 -0.029357910156249997 0.052612304687500007 0.012908935546875002 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0.000399331 0.000369765 0.000364242 0.00061308 0.000329987 0.000329916 0.000253177 0.000223251 0.000207725 0.000201862 0.000199936 0.000151981 0.000127956 0.000116721 0.000116535 0.000106782 0.00010051 8.05469e-05 3.17531e-05 1.85633e-05 1.3019e-05 6.1012e-06 2.92937e-07 threshold=-0.031616210937499993 -0.036743164062499993 -0.039916992187499993 -0.0064849853515624991 -0.019470214843749997 0.011260986328125002 -0.037231445312499993 -0.012420654296874998 0.025085449218750003 -0.0066680908203124991 0.038940429687500007 -0.010101318359374998 0.015686035156250003 -0.0058135986328124991 -0.030944824218749997 -0.0043487548828124991 -0.025207519531249997 0.040649414062500007 0.044555664062500007 -0.037719726562499993 0.0059661865234375009 0.021667480468750003 -0.023010253906249997 0.028747558593750003 0.040161132812500007 -0.021301269531249997 -0.055541992187499993 0.016540527343750003 0.018981933593750003 0.013580322265625002 -0.0052947998046874991 -0.028503417968749997 -0.046264648437499993 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1406 346 2284 1339 2108 728 1380 1228 1016 406 1277 13271 930 527 477 198 386 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=29 num_cat=0 split_feature=104 353 335 220 308 339 245 349 173 237 169 99 306 16 353 279 225 363 228 36 340 366 137 198 13 245 201 245 split_gain=0.0121679 0.00631555 0.00513943 0.00281047 0.00256908 0.00201585 0.0019788 0.0016955 0.00155351 0.00138371 0.00131101 0.00100309 0.000977771 0.000791641 0.000737083 0.000545861 0.000482442 0.000411291 0.000461704 0.000380199 0.000298478 0.000245528 0.00019225 0.000127889 0.000101308 9.34237e-05 4.01442e-05 1.31767e-05 threshold=0.016174316406250003 0.0066680908203125009 -0.0031661987304687496 0.0079650878906250017 0.0056304931640625009 -0.0046234130859374991 -0.0026168823242187496 0.027648925781250003 -0.0037765502929687496 -0.0079650878906249983 -0.032104492187499993 -0.0052642822265624991 0.062255859375000007 -0.011505126953124998 0.044555664062500007 -0.021545410156249997 -0.030761718749999997 0.014007568359375002 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0.039389 0.0382828 0.00594283 0.00695034 0.00957487 0.00601154 0.0420995 0.0245762 0.00794656 0.00589335 0.00459251 0.0257101 0.0406042 0.0371671 0.00350963 0.00442681 0.00588833 0.0394972 0.00319372 0.0031598 0.00585271 0.00327424 0.00353695 0.00454073 internal_count=25973 11497 14476 8202 3076 5428 5126 9048 2851 4818 2212 3916 3295 4430 8779 2933 8572 1512 4144 8240 2788 308 2572 388 225 1244 4069 2052 4053 2543 217 1990 1376 269 2407 2376 546 171 2540 830 8188 1964 639 332 710 3993 8042 2322 125 189 362 7888 131 268 160 229 286 145 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=43 num_cat=0 split_feature=203 349 358 184 45 368 207 283 72 107 353 126 53 212 368 315 257 126 88 33 168 97 89 106 324 337 74 124 352 74 16 88 216 45 40 166 69 300 151 40 4 102 split_gain=0.00831904 0.00565938 0.00553821 0.00424138 0.00320908 0.00303136 0.00219676 0.00213101 0.0021239 0.00168818 0.00147258 0.00145201 0.00109931 0.00104839 0.000849778 0.000771231 0.000728972 0.000700443 0.000699602 0.000733807 0.000692381 0.000686572 0.000806617 0.000616375 0.000556061 0.00053188 0.00047575 0.000472206 0.000386087 0.00037704 0.00033998 0.000201379 0.00032749 0.000182596 0.000164997 0.000227928 0.000158857 0.000126893 8.3495e-05 7.58459e-05 6.39985e-05 6.22184e-06 threshold=-0.0070343017578124991 -0.0043182373046874991 0.014739990234375002 0.016662597656250003 -0.013885498046874998 -0.011199951171874998 0.040405273437500007 0.065673828125000014 0.014129638671875002 0.046997070312500007 -0.0086975097656249983 -0.010528564453124998 -0.023620605468749997 0.090087890625000014 0.051635742187500007 -0.036254882812499993 -0.00033378601074218745 -0.050170898437499993 -0.0014686584472656248 0.021423339843750003 -0.13232421874999997 -0.0085754394531249983 0.0046234130859375009 -0.11450195312499999 0.029113769531250003 0.023254394531250003 -0.038696289062499993 0.0039520263671875009 -0.061157226562499993 -0.018005371093749997 0.011871337890625002 -0.013824462890624998 0.073486328125000014 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leaf_weight=0.0022000964984840712 0.0023195335276113838 0.002288472588475087 0.0058797161030668121 0.0057976311678658021 0.0024916468202604838 0.0015771290262591711 0.0026618012401513624 0.0033081573225217653 0.0090770467954257583 0.0020944293869433741 0.012466581872843108 0.0017318921490243611 0.0016781521141524527 0.0013435594723318909 0.0013432009749863036 0.0010217732096293721 0.0013164720022587071 0.0010171489638537414 0.0015740490541702457 0.0011996993002867384 0.011054491369066 0.0026253075614022237 0.001104198740620177 0.0055048951134608615 0.0014433496063475095 0.0011398527134360839 0.037155969398554589 0.0010956386383327299 0.035248203037184567 0.0011124572382072984 0.0011189718908326532 0.0026989718440404422 0.0011155592303566664 0.0038656131360994541 0.0017185360047164977 0.004024077095039047 0.0014009685192490915 0.001278327796171653 0.0010914140664795013 0.0017528147560597063 0.001040527001123337 0.002389572170500287 leaf_count=451 985 353 1834 1008 398 124 64 254 420 143 2892 77 45 106 69 101 78 166 66 81 769 303 60 689 128 67 4196 95 8279 64 56 135 102 307 94 408 49 45 49 199 97 67 internal_value=-0.000938061 0.0168566 -0.0258088 0.0370105 -0.00812012 -0.0435618 -0.0529347 0.0484734 0.00999459 0.0564776 -0.04353 0.00965568 0.0611163 0.0295637 0.0432168 0.0648367 0.041455 -0.0626787 -0.01806 -0.0374078 0.0492113 -0.0112877 -0.0347756 -0.013616 -0.0653344 0.0676711 0.0696809 -0.0320696 -0.0676915 0.00148213 -0.0694007 0 -0.0154189 0.0275793 0 -0.014681 0.0540197 0.0569357 -0.0437624 0 0.014384 0 internal_weight=0.185368 0.105037 0.0803306 0.0609843 0.044053 0.0561068 0.0488092 0.052413 0.0242238 0.0452903 0.0171446 0.0269083 0.0431958 0.0174845 0.0118212 0.0409957 0.0149929 0.0404048 0.00857138 0.00699733 0.0136493 0.0124026 0.00698391 0.00942384 0.0388277 0.0393176 0.0381777 0.00769195 0.0373843 0.0072976 0.0363672 0.00712269 0.00442372 0.00497807 0.00840441 0.00574261 0.010478 0.0123328 0.00659631 0.00541865 0.00366583 0.00467804 internal_count=25973 12267 13706 6649 5618 10675 9319 5494 3031 5003 3312 2306 4860 1396 538 4409 998 8753 1155 1089 892 2493 1894 910 8629 4364 4297 833 8501 1356 8335 491 356 371 566 502 469 814 738 599 400 420 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=42 num_cat=0 split_feature=310 327 349 283 49 160 242 52 275 344 224 136 278 169 120 291 244 339 109 356 101 291 202 280 17 240 371 286 64 371 195 219 100 62 292 249 292 310 283 17 176 split_gain=0.00727548 0.00565771 0.00539884 0.00341295 0.0032997 0.00253674 0.0023919 0.00192025 0.00139709 0.00131769 0.00109021 0.00107684 0.00106637 0.000980603 0.000962818 0.000677205 0.000676226 0.000621603 0.000563397 0.000557876 0.00048502 0.000375534 0.000339397 0.000267763 0.000260289 0.000255206 0.000278792 0.000234597 0.000185322 0.000174997 0.000282715 0.000157162 9.4447e-05 8.87342e-05 7.79757e-05 7.22607e-05 6.04937e-05 0.000231591 2.07677e-05 2.61766e-05 3.28251e-06 threshold=-0.023376464843749997 0.037963867187500007 -0.0016365051269531248 0.049926757812500007 0.011505126953125002 -0.0097961425781249983 0.17724609375000003 0.0057830810546875009 0.024841308593750003 0.051635742187500007 0.0026626586914062504 -0.079833984374999986 -0.035034179687499993 0.0058441162109375009 0.018371582031250003 -0.045288085937499993 -0.035766601562499993 0.033325195312500007 -0.040161132812499993 0.011383056640625002 0.10083007812500001 -0.025695800781249997 -0.0074005126953124991 -0.014556884765624998 0.033569335937500007 -0.049438476562499993 -0.041381835937499993 -0.0062103271484374991 0.033325195312500007 -0.013092041015624998 0.055297851562500007 -0.032104492187499993 -0.013336181640624998 -0.019348144531249997 -0.018859863281249997 -0.064697265624999986 -0.037719726562499993 0.0020370483398437504 0.072998046875000014 0.018859863281250003 0.011077880859375002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 13 5 36 8 18 12 11 21 -7 -3 16 15 -13 -2 -14 -1 32 27 -5 29 -8 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0.00167386 0.00107814 0.00106662 0.00112246 0.00102279 0.000988121 0.00104965 0.000986128 0.000916317 0.000618037 0.000594627 0.00056284 0.000520713 0.000324779 0.000293941 0.000259243 0.00023582 0.00021068 0.000172882 0.000474812 0.000261303 0.000133912 7.84499e-05 7.75048e-05 2.80943e-05 2.80385e-05 threshold=-0.020080566406249997 -0.0088195800781249983 0.019348144531250003 -0.0087585449218749983 -0.0084533691406249983 0.027893066406250003 -0.054077148437499993 0.017150878906250003 -0.0045318603515624991 0.014434814453125002 -0.052612304687499993 -0.064697265624999986 -0.044799804687499993 0.019592285156250003 0.0093688964843750017 -0.048706054687499993 -0.026428222656249997 0.055297851562500007 0.022888183593750003 0.028137207031250003 0.015686035156250003 -0.025695800781249997 -0.0094909667968749983 0.011627197265625002 -0.0011634826660156248 -0.057006835937499993 -0.014068603515624998 0.031616210937500007 0.0086975097656250017 0.015380859375000002 0.0028305053710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 20 7 12 -2 -4 -9 27 -8 -12 -5 15 -10 -14 -13 18 19 21 -1 -17 -16 24 26 -25 -11 -3 -22 -30 -7 right_child=2 9 4 5 -6 30 10 8 14 23 11 16 13 -15 22 17 -18 -19 -20 -21 28 -23 -24 25 -26 -27 -28 -29 29 -31 -32 leaf_value=-0.026317644125150461 0 -0.05014133791876707 -0.0097274661176446064 0 -0.047556840002693827 -0.009581489917550607 0 0 0 0 0 0 0 0 0 0 -0.070383171226897009 0 0 0 0 0.070048123256605602 0.060460607251681633 0 0 -0.032524976695564235 0.039729850815605289 0 0.020132643347530843 0 0 leaf_weight=0.0037429182709161068 0.0017895537032188704 0.0056298674843446852 0.002301979286798427 0.0016781693606731088 0.0056004160270219918 0.0030541175189853212 0.001393924206013252 0.0031045416175459186 0.0015897457804214818 0.0012982023153824684 0.0013231595474252301 0.002193927176818984 0.0011395071422555239 0.0032337666075648022 0.001255482079116633 0.0011744109100675281 0.020638000987005974 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0.00766062 0.00413645 0.00597474 0.00663557 0.00494348 0.00361803 0.00479074 internal_count=25973 8267 17706 5926 6208 3516 11498 2582 1211 2341 11226 11158 3063 2968 859 2811 10946 2677 2579 2388 2410 2290 585 631 438 193 225 1710 482 257 453 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=29 num_cat=0 split_feature=353 218 171 25 287 287 71 355 248 37 73 291 128 56 155 197 241 301 137 2 299 87 197 9 122 235 32 232 split_gain=0.00770035 0.00386216 0.00354512 0.00247432 0.00213971 0.00162062 0.00130889 0.00129342 0.000946971 0.00106493 0.000935308 0.000842754 0.000672066 0.000563478 0.000558426 0.000480774 0.000406107 0.000399484 0.000333451 0.000196347 0.000187459 0.000181913 0.000149423 7.91979e-05 7.54031e-05 7.48847e-05 1.87797e-05 1.30776e-05 threshold=0.015563964843750002 -0.0092468261718749983 0.038208007812500007 -0.0048675537109374991 -0.025817871093749997 -0.0028381347656249996 -0.015167236328124998 0.015380859375000002 0.027404785156250003 0.060913085937500007 0.031127929687500003 -0.0026626586914062496 0.0036392211914062504 0.0050811767578125009 -0.0025711059570312496 -0.025451660156249997 0.015930175781250003 0.013458251953125002 -0.053588867187499993 0.036254882812500007 0.011749267578125002 0.020812988281250003 -0.0098571777343749983 0.018127441406250003 0.016296386718750003 0.0056610107421875009 -0.042358398437499993 -0.0055084228515624991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 4 13 22 15 -6 11 9 17 20 14 -7 19 -5 -2 -14 -8 -15 -3 21 -4 24 27 -1 -17 -22 -16 right_child=1 3 10 7 6 12 8 -9 -10 -11 -12 -13 16 18 23 25 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.019387917627634501 0 0 0 0 0 0 -0.071322260974682763 0 0 0 0.045099257406705805 0 -0.056807274769666176 0 0 0 0 0 -0.042022982079080035 0.033209309314678914 0 -0.033696043462726019 0.019622378989148176 0 0 0.041806762926533798 0.008721251844910391 0.071738138183304198 leaf_weight=0.0021243845673097894 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threshold=0.0083923339843750017 -0.010894775390624998 0.039672851562500007 0.049926757812500007 0.015686035156250003 0.062744140625000014 -0.011383056640624998 0.026916503906250003 -0.018249511718749997 0.076416015625000014 0.010589599609375002 0.065185546875000014 -0.0066680908203124991 0.026184082031250003 -0.010040283203124998 0.026428222656250003 -0.042114257812499993 0.027648925781250003 -0.065185546874999986 -0.027770996093749997 0.015167236328125002 0.020324707031250003 -0.042358398437499993 -0.011749267578124998 0.0053558349609375009 0.018981933593750003 0.0019226074218750002 0.037475585937500007 -0.0068817138671874991 0.021301269531250003 -0.052124023437499993 -0.013336181640624998 0.051147460937500007 -0.029235839843749997 -0.0056610107421874991 0.023620605468750003 0.046264648437500007 0.0019226074218750002 0.0037612915039062504 -0.039428710937499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 4 5 7 9 15 11 17 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0.00305862 0.00252562 0.00192431 0.00152141 0.00131611 0.00123478 0.00114959 0.00113373 0.00101017 0.000898667 0.00080393 0.000776034 0.000749379 0.00072631 0.000713913 0.000709456 0.00070563 0.000477005 0.000440418 0.000428823 0.00041229 0.000385403 0.000364141 0.000322919 0.000279243 0.000266485 0.000202055 8.70883e-05 4.84485e-05 4.45331e-05 4.40031e-05 4.14248e-05 2.20678e-05 1.64236e-05 1.46805e-05 threshold=0.0061798095703125009 -0.040893554687499993 0.018005371093750003 0.0022811889648437504 0.0029373168945312504 0.038940429687500007 -0.046508789062499993 0.0018043518066406252 0.020324707031250003 -0.013031005859374998 0.019958496093750003 0.00063323974609375011 -0.024597167968749997 -0.033813476562499993 0.048706054687500007 -0.021179199218749997 0.019714355468750003 -0.026062011718749997 0.018005371093750003 -0.0029067993164062496 0.0057525634765625009 0.060668945312500007 -0.021789550781249997 0.043823242187500007 0.015563964843750002 0.010711669921875002 0.091064453125000014 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is_linear=0 shrinkage=0.1 Tree=447 num_leaves=29 num_cat=0 split_feature=50 94 308 247 56 245 335 69 10 154 183 127 10 301 370 363 328 106 199 337 91 301 275 133 370 50 90 287 split_gain=0.00597742 0.00625431 0.00379831 0.00312649 0.00221628 0.00140824 0.0013294 0.00129184 0.00128152 0.0011864 0.00113743 0.000801822 0.000590357 0.000581413 0.000453666 0.00044205 0.000424931 0.000411226 0.000308891 0.000280499 0.000219399 0.000189441 0.000166513 0.000148403 0.000123481 3.47483e-05 8.37912e-06 1.3833e-06 threshold=0.046752929687500007 -0.0064544677734374991 0.029479980468750003 0.036743164062500007 0.027160644531250003 -0.018249511718749997 0.039916992187500007 0.011871337890625002 0.061889648437500007 -0.0052947998046874991 0.028625488281250003 -0.0081481933593749983 0.017639160156250003 -0.015686035156249997 -0.035766601562499993 -0.013092041015624998 -0.059692382812499993 -0.072021484374999986 -0.032104492187499993 -0.0067901611328124991 -0.029113769531249997 -0.036254882812499993 0.028625488281250003 0.0013542175292968752 -0.020446777343749997 0.028869628906250003 -0.0064544677734374991 -0.010162353515624998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 8 9 22 13 24 14 10 12 19 -2 18 27 -13 -16 -9 -4 -7 -18 26 -3 -14 -5 -10 -6 -1 right_child=4 2 6 7 21 11 -8 17 25 -11 -12 15 23 -15 16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0 0 -0.054511535538702874 0 0 0.006582617075398008 0.046213608019753501 0 0.046170034475036675 -0.011855045708925843 0 0 0 0.071897424443732247 0 0 -0.037737176488409511 0 0 0.068058980295749971 0 -0.069530224990783915 -0.024950484942673976 0 0 -0.038913837689969054 0 0 -0.002630327633862574 leaf_weight=0.0011211660749665953 0.0015751741077849593 0.0055724573197153396 0.0010834863327033829 0.0011245776326092027 0.0019337348703629686 0.0049057902858606894 0.0014890083271410495 0.0062424264571774302 0.002472425744272754 0.0021806680413476434 0.0013845242481949063 0.0023367260105544574 0.02080815537821934 0.001093286035185769 0.0017985953971333358 0.0034674980195035232 0.0012077972404540517 0.0010263505633218983 0.015690966528765674 0.0020076309876344567 0.022944302115476496 0.003043077986745856 0.0010157433785877856 0.0014356903132721746 0.0032747154969712255 0.0033102016852808447 0.0010372763850625688 0.0019993690154649349 leaf_count=35 98 3218 170 233 68 125 1057 307 1141 291 285 195 1173 107 130 976 184 259 1132 158 11013 663 447 211 1232 218 88 759 internal_value=0.00389983 -0.00893718 0.0186749 -0.0346525 0.0404971 -0.00713487 0.0510694 0.000150143 -0.0499981 0.0530049 0.0593577 0.00367415 0.0648511 0.0597448 -0.0586334 -0.00944305 -0.0634515 0.035566 0.0644103 0.0333132 -0.0670958 0 -0.0475461 0.0690571 -0.0290949 0 0 0 internal_weight=0.118583 0.0851845 0.0386626 0.0465219 0.0333983 0.0193058 0.0193567 0.0116681 0.0348539 0.0273842 0.0252035 0.0127176 0.023819 0.0178677 0.0290712 0.00580422 0.0259507 0.00726878 0.0167745 0.00691342 0.0241521 0.00601409 0.0065882 0.0222438 0.00439929 0.00578263 0.00297101 0.00312054 internal_count=25973 23096 7585 15511 2877 5119 2466 2031 13480 2058 1767 1454 1482 1409 12121 1171 11327 566 1302 283 11197 819 3665 1384 1465 1359 156 794 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=24 num_cat=0 split_feature=104 197 304 101 104 285 267 213 195 156 57 199 183 180 254 184 320 57 163 363 104 212 180 split_gain=0.00869692 0.00715155 0.00324031 0.00254645 0.00150435 0.00145505 0.00140051 0.00099857 0.000767658 0.000672614 0.000584848 0.000576695 0.000557834 0.0004288 0.000389037 0.000327283 0.000306689 0.000268723 0.000258879 0.000227485 0.000164451 9.78706e-05 1.98106e-07 threshold=0.037719726562500007 -0.0098571777343749983 -0.010040283203124998 0.089599609375000014 0.0032119750976562504 0.012847900390625002 -0.0077819824218749991 -0.040161132812499993 0.087158203125000014 -0.016906738281249997 0.057983398437500007 -0.044311523437499993 -0.010040283203124998 0.034301757812500007 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0.012430273788908156 0.003399899840985654 0.002912515142469374 0.0022242204695430701 0.001078809793398249 0.0076110767211758912 0.0014848021353657259 0.024203760394470919 0.0018336610345670579 leaf_count=680 583 257 243 1037 287 323 108 102 195 341 261 2812 225 101 868 143 763 184 99 4151 121 11515 574 internal_value=0 -0.02208 0.0367138 0.00369273 0.0296518 0.0510133 -0.0211537 -0.0590229 0.0461309 0.0592404 -0.0657704 0.0623973 0.0532255 0.065395 0.0590012 -0.0108142 0 0 0.0680368 -0.04994 -0.00638964 -0.068853 0 internal_weight=0.10769 0.0676286 0.0400611 0.0377837 0.0210127 0.0328786 0.016771 0.0298449 0.0157507 0.0285267 0.0263438 0.0274408 0.0145413 0.0263311 0.0134362 0.00718255 0.00814635 0.00526198 0.0252523 0.0086246 0.00439732 0.0252714 0.00435188 internal_count=25973 20754 5219 8196 2796 4493 5400 12558 1575 3676 11878 3353 1380 3012 1093 726 992 1221 2911 4408 884 11617 817 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=52 num_cat=0 split_feature=203 339 341 147 217 245 186 311 163 57 359 78 167 5 53 326 245 55 32 311 50 143 213 326 73 303 36 238 48 150 25 110 380 25 357 339 229 54 310 143 235 48 304 368 326 74 326 356 235 301 222 split_gain=0.0107451 0.00554328 0.00508408 0.00497219 0.00474231 0.00296794 0.00267942 0.00250658 0.00244586 0.00242538 0.00161502 0.00148534 0.00132 0.00128908 0.00111775 0.00102046 0.00100546 0.000929922 0.000890951 0.000628916 0.000600713 0.000590526 0.000565021 0.000541846 0.000517218 0.000511091 0.000480052 0.00047493 0.000418024 0.000409277 0.000372588 0.000308033 0.000298332 0.00025973 0.000232114 0.000226593 0.000190223 0.000188089 0.00018341 0.000139982 0.000129206 0.000117027 0.000301437 0.000225604 0.000110922 0.000110753 8.42368e-05 8.40283e-05 6.89959e-05 5.139e-05 5.67631e-07 threshold=0.014434814453125002 -0.0092468261718749983 0.036743164062500007 0.0022201538085937504 0.0028762817382812504 -0.015930175781249997 -0.062744140624999986 0.24267578125000003 0.0033645629882812504 0.014739990234375002 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left_child=1 3 6 10 16 12 37 15 31 11 22 -6 -5 26 -13 18 21 19 25 24 23 50 -1 -16 -18 -8 -10 49 32 30 45 -4 38 -24 -11 47 -23 -3 44 -26 -19 42 48 -43 -14 -7 -9 -36 -12 -27 -2 right_child=4 2 8 5 9 29 7 46 13 34 41 14 28 -15 20 -17 17 40 -20 -21 -22 36 33 -25 39 27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0 -0.0015563493488850353 0 -0.04852027961779553 0 0 0 0 0 0.062187709310466278 -0.020100924252205922 0.035660510425547319 0 0 0 0 0 0 0.020650755674812435 0 0 0 0 -0.062752968604116235 0.071438360686109301 -0.056422450849799577 0 0 0 0 0 0 0 0 0 0 0 0.046491980684984495 0.02563849574216753 0 0 0 -0.029441820769200818 0 0 0.068211504661342182 -0.047433800381913332 0.018236802715772923 0.035324264097277951 0 -0.07180049639528524 0 leaf_weight=0.0012201269663592038 0.0023434105469846145 0.0016149041663595654 0.0048761890087405382 0.0026280110578227314 0.0014399998946714723 0.0015606071999627602 0.0016043250892607821 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138 576 551 82 64 100 68 85 71 62 102 32 77 122 101 1593 3542 665 52 64 47 198 158 46 106 79 24 89 140 250 141 87 55 92 146 98 44 1696 468 68 166 109 11841 165 internal_value=-0.0010839 -0.0183951 -0.0359314 0.00288457 0.0283431 0.0296191 -0.049931 -0.0562722 0.00507329 0.0476876 -0.0287604 0.0585479 0.0486862 0.0374808 0.06291 -0.0627781 0 -0.0187119 -0.0654871 -0.0347144 0.0662504 0.0188983 -0.0516466 0.069228 -0.0438055 -0.0675245 0.0546399 -0.0694449 0.0569626 -0.00811104 -0.0262766 -0.0377807 0.0602821 -0.0581464 0 0.0131401 0.0390649 0.00107829 0.0632708 -0.0513253 0 0 0.00899022 -0.011846 0.0657053 -0.0381177 0 0.0275268 0.0278012 -0.0709227 0 internal_weight=0.213446 0.137143 0.0785022 0.0586413 0.0763021 0.0339927 0.060863 0.0563788 0.0176392 0.0478073 0.0246486 0.0387918 0.0248484 0.0117548 0.0373518 0.0516591 0.0284948 0.0174336 0.049853 0.0127819 0.0362268 0.0110612 0.0136983 0.0344309 0.0113045 0.048844 0.00984888 0.0472397 0.0222204 0.00914427 0.00679886 0.00588442 0.0209909 0.0124782 0.00901552 0.00571156 0.0064582 0.00448421 0.0197999 0.0101981 0.00465175 0.0109503 0.00615689 0.00479337 0.0187847 0.00579522 0.00471974 0.00429191 0.00454385 0.0462358 0.00460297 internal_count=25973 19409 14222 5187 6564 3064 12596 12365 1626 4900 2123 3954 2305 708 3813 12159 1664 1053 12088 859 3749 611 1644 3627 782 12056 640 11940 2160 759 601 918 1962 1617 946 395 351 231 1883 720 194 479 289 190 1796 555 206 255 191 11893 260 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=41 num_cat=0 split_feature=302 74 45 48 20 127 283 282 285 76 35 120 273 161 2 41 205 250 56 140 5 147 355 76 291 227 74 178 56 285 275 45 75 278 283 361 292 25 258 228 split_gain=0.00683628 0.00452261 0.00351467 0.00346633 0.00195194 0.00189909 0.00191555 0.00153354 0.00143304 0.00132487 0.00131446 0.00119865 0.000841996 0.000840701 0.00076663 0.00058809 0.000536917 0.000498926 0.000465606 0.00037031 0.000515905 0.000579087 0.00035739 0.000355335 0.000343089 0.000292901 0.000278684 0.000268246 0.000231884 0.00016973 0.000262129 0.000116222 0.000115355 9.02215e-05 6.97438e-05 6.38601e-05 5.54648e-05 1.4103e-05 1.29106e-05 9.46548e-06 threshold=-0.023376464843749997 -0.024719238281249997 -0.022521972656249997 -0.012420654296874998 -0.0017204284667968748 -0.018737792968749997 0.065185546875000014 -0.0043182373046874991 0.043823242187500007 -0.097412109374999986 -0.013580322265624998 -0.011993408203124998 -0.056274414062499993 0.022277832031250003 -0.0064849853515624991 -0.038940429687499993 0.039672851562500007 -0.023742675781249997 0.034545898437500007 0.061523437500000007 -0.044555664062499993 -0.026916503906249997 -0.018249511718749997 -0.035034179687499993 -0.0023117065429687496 0.028381347656250003 0.036743164062500007 -0.013763427734374998 0.041137695312500007 0.022888183593750003 0.0064239501953125009 -0.014251708984374998 -0.047729492187499993 0.0027999877929687504 0.033813476562500007 -0.0064544677734374991 -0.024353027343749997 0.028503417968750003 0.022521972656250003 0.053833007812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 13 10 9 34 8 25 14 -5 11 39 -11 18 -7 -16 26 -17 -3 20 -6 -22 -12 -13 32 -1 27 -14 -24 30 -9 -21 -19 -15 -4 -31 -8 -34 -38 -2 right_child=3 2 5 4 19 6 36 29 -10 12 22 23 16 33 15 17 -18 24 -20 31 21 -23 28 -25 -26 -27 -28 -29 -30 35 -32 -33 37 -35 -36 -37 38 -39 -40 -41 leaf_value=-0.058261640371190138 -0.0063799562211874833 -0.048246508541445028 -0.015950158587642243 0 0 0 -0.014815418930127401 0.032325401099570314 0 0 0 0.057733308196136236 0 0.017170547231646578 0 0 0 0 0 0 0 -0.050358911921421383 -0.046975403382258453 0 0 0 0 -0.068628036357230957 0 0 0 0.026993426771083313 0.071658677804058143 0 0 -0.017894509309452206 0 0 0.007872406609356666 0 leaf_weight=0.0082745633372667271 0.0023254332327553575 0.0062828727421901931 0.0027414022808898144 0.0030739999681088639 0.0013582743323468094 0.0013348879032832875 0.0025268891037057983 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46 119 279 92 283 284 363 253 330 292 119 204 46 8 94 109 220 258 313 249 249 102 242 368 split_gain=0.00553642 0.00630428 0.004455 0.00313189 0.00285575 0.00206961 0.00148894 0.00143286 0.00120988 0.00119242 0.00120962 0.000951524 0.000874228 0.000853028 0.000794742 0.000764617 0.000615462 0.000588496 0.000504221 0.00046666 0.000458854 0.000342473 0.000341841 0.000309041 0.000302378 0.000148468 0.000106577 3.63413e-05 threshold=0.12451171875000001 0.0037918090820312504 -0.028137207031249997 -0.00026893615722656245 0.0018577575683593752 0.020202636718750003 0.0094299316406250017 0.031372070312500007 0.046264648437500007 -0.069091796874999986 0.060668945312500007 0.037475585937500007 -0.018981933593749997 -0.026672363281249997 0.046997070312500007 0.0067596435546875009 0.041137695312500007 -0.026916503906249997 -0.043579101562499993 -0.054321289062499993 0.051879882812500007 -0.0086975097656249983 0.037475585937500007 -0.015930175781249997 -0.052612304687499993 -0.015563964843749998 0.19482421875000003 -0.017028808593749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 13 12 11 17 15 25 -5 14 18 -2 22 16 -3 19 -6 -4 -11 23 -19 -1 -15 -23 -7 -21 -20 right_child=4 2 5 9 6 8 -8 -9 -10 10 -12 -13 -14 20 -16 -17 -18 21 27 26 -22 24 -24 -25 -26 -27 -28 -29 leaf_value=0 0.0078094565439647797 0.067633153683126376 0 0 0 0 0 0 0.047584395485875119 0 0 0 -0.044339186193801838 -0.042755580737695906 0 0 0 0 0 -0.068819943571029038 0 0 0.043379525066746319 0 0.069644795147486685 -0.022642446751959117 0 -0.062119162310997872 leaf_weight=0.0012064235973525675 0.0035307071666466072 0.016108756904003485 0.0020086081840418055 0.0019233993617433489 0.0010192721714759037 0.0012964442856429059 0.003689129572080673 0.0013546487948588029 0.0066402495848478793 0.0012586982072946241 0.0015937699631649585 0.0025062495129475346 0.0044426200097689161 0.0054408309848952277 0.0012100710382014759 0.0018363450749632184 0.0036543415506002921 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2692 1882 1446 11124 11027 5605 755 2415 10961 1546 10851 2322 4953 10287 1858 2157 557 1716 2112 887 10157 4602 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=27 num_cat=0 split_feature=134 84 50 50 339 64 310 220 1 69 48 84 357 280 97 102 217 107 374 289 48 97 199 36 78 245 split_gain=0.00535258 0.00362123 0.00255889 0.00206261 0.0018482 0.00162794 0.00155057 0.00104041 0.0010137 0.00099289 0.000921583 0.000704229 0.000539487 0.000496172 0.000488237 0.000400214 0.000355908 0.000217445 0.000206064 0.000179429 0.000154548 0.00010299 7.41289e-05 4.50363e-05 5.1376e-06 8.28593e-07 threshold=0.035034179687500007 -0.020446777343749997 0.020324707031250003 0.056030273437500007 0.0011940002441406252 -0.00054359436035156239 -0.016174316406249997 0.050659179687500007 0.0048980712890625009 0.035278320312500007 0.027038574218750003 -0.028625488281249997 0.091552734375000014 -0.0079650878906249983 -0.044311523437499993 0.021179199218750003 0.0003557205200195313 0.022399902343750003 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6416 12047 2730 7456 5078 2069 1802 11817 2378 3686 1629 1002 11292 2837 849 490 3276 1861 1548 1634 757 661 230 1194 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=25 num_cat=0 split_feature=357 34 220 169 327 335 245 311 285 58 96 333 75 350 317 349 355 220 333 30 218 373 220 327 split_gain=0.00656048 0.00500021 0.00250388 0.00233206 0.0017169 0.00148502 0.00146205 0.0011444 0.00108862 0.000817903 0.000706137 0.00060821 0.000593932 0.000576813 0.000456348 0.000338908 0.000292989 0.000288334 0.000161752 0.000131687 7.5964e-05 7.28393e-05 3.89717e-05 3.22517e-05 threshold=0.041381835937500007 0.036010742187500007 0.027770996093750003 -0.030456542968749997 -0.032836914062499993 -0.034301757812499993 -0.043823242187499993 0.25488281250000006 0.0058746337890625009 -0.018615722656249997 0.022644042968750003 0.036010742187500007 0.057739257812500007 -0.058715820312499993 0.0027236938476562504 0.029479980468750003 -0.0049285888671874991 -0.036254882812499993 0.0096740722656250017 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102 50 186 133 98 76 54 258 48 133 241 92 241 181 84 352 320 213 181 143 327 145 209 346 48 170 83 88 381 20 257 192 52 261 241 50 52 327 90 125 43 308 348 70 77 split_gain=0.00740622 0.00604942 0.0041431 0.00290514 0.00263386 0.00239185 0.0020903 0.00196362 0.00166883 0.00138827 0.00125506 0.00125077 0.00116099 0.00104137 0.000972604 0.000905572 0.000851026 0.00075861 0.000739776 0.000694919 0.000673582 0.000667748 0.00058852 0.000636881 0.000569012 0.000632458 0.000525242 0.000516567 0.000722328 0.000477543 0.000463708 0.000437657 0.000371032 0.00036545 0.00033164 0.000323975 0.000287293 0.000254467 0.000217273 0.000190733 0.000171235 8.65329e-05 8.04693e-05 2.89235e-05 2.07326e-05 1.96452e-05 1.00944e-05 3.21015e-06 2.9959e-05 2.14796e-06 threshold=0.014434814453125002 0.033813476562500007 -0.056518554687499993 -0.017395019531249997 -0.011627197265624998 0.0013160705566406252 -0.0064544677734374991 -0.037963867187499993 -0.029357910156249997 0.027648925781250003 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6 10 27 19 20 21 41 14 11 39 16 24 -3 -10 -6 -16 -18 47 -2 34 -19 38 -9 -26 35 32 36 30 44 -21 -4 -17 -7 43 -29 -22 -24 -1 -33 -8 49 -15 -20 -12 -28 -5 -49 -35 right_child=2 9 4 5 12 7 8 13 15 -11 45 -13 -14 26 17 33 18 22 29 31 37 -23 23 -25 25 -27 46 28 -30 -31 -32 40 -34 42 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 leaf_value=0 0 0 0 0 0 0.064582693096881374 0.018739966773075677 0 0 0 0 0 0 -0.047769990128753305 0 0 0 0 0.071482639918029972 0 0.051219740516317294 0 0 0 0 0.054182204911026058 0 0 0.010379960168697425 0 0 0 0.042296039371038915 -0.065979582272244847 0 0 -0.042054172396819973 0 -0.071605346390926569 -0.064056850251422201 -0.051128394079403616 0 0 0 0 0.0076594508597114894 0.0060972241819240471 0.011220702679790698 0 0 leaf_weight=0.0010372009444381556 0.0018695250296332233 0.0019633028653061038 0.0012319335445454271 0.0015583222606210256 0.0020477777878795669 0.012997079409416301 0.0029161936755599527 0.0030723445704268224 0.0016275974914492499 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120 327 186 55 139 149 114 68 365 2221 67 130 1001 86 7160 2587 649 63 122 57 152 169 224 231 137 105 internal_value=-0.00104928 -0.0182279 0.0212139 0 0.0380301 0.010688 -0.00600117 0.0250037 -0.0282115 -0.0502653 -0.0334012 -0.0486426 0.0528332 0.00108256 -0.0558651 -0.0457188 0.057285 -0.059903 0.0611795 -0.0194458 0.0271437 0.053296 -0.0636664 -0.0667281 0.0251479 0.0377795 -0.0147699 0 -0.00855468 0.06498 0.0677268 -0.036673 0.0276221 -0.0548306 0.0598432 -0.0323604 -0.0313386 0.0433122 -0.0698211 -0.0602998 -0.0455068 0.00630773 -0.0597414 -0.0423325 0.0700941 0 0 0 0.00296791 -0.0629315 internal_weight=0.194657 0.11314 0.0815167 0.0743191 0.0533088 0.0537863 0.0282079 0.0393606 0.0192163 0.0388212 0.0205327 0.0149858 0.0370568 0.0237941 0.0358769 0.015225 0.035059 0.0339136 0.0330112 0.0144257 0.00899164 0.0155665 0.0318943 0.0303563 0.0126753 0.00960291 0.0111189 0.016252 0.0104875 0.0310147 0.0295911 0.00922301 0.00576444 0.0135974 0.0142113 0.00733195 0.00784663 0.00712211 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8.3332e-05 6.91011e-05 4.82013e-05 4.54407e-05 3.73189e-05 2.17259e-05 2.04497e-05 1.08286e-05 2.46441e-05 4.69407e-06 4.48663e-06 threshold=0.015380859375000002 0.0033493041992187504 -0.014007568359374998 0.036987304687500007 0.011260986328125002 0.031127929687500003 0.024475097656250003 0.016174316406250003 -0.0037155151367187496 -0.0002179145812988281 0.014556884765625002 -0.033325195312499993 0.045288085937500007 -0.050415039062499993 -0.0092468261718749983 0.011749267578125002 -0.054565429687499993 -0.013336181640624998 0.041137695312500007 0.051879882812500007 -0.027404785156249997 -0.019958496093749997 -0.0053863525390624991 0.017395019531250003 -0.0090637207031249983 0.0080261230468750017 0.010528564453125002 0.020446777343750003 0.054077148437500007 -0.021667480468749997 0.053833007812500007 -0.014984130859374998 0.0047454833984375009 0.0038528442382812504 0.012298583984375002 -0.014984130859374998 0.014251708984375002 -0.021667480468749997 0.0071258544921875009 0.026062011718750003 0.058227539062500007 0.015930175781250003 -0.0025405883789062496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 7 10 18 12 11 25 -7 13 39 19 -5 41 38 -9 -15 23 30 -11 -18 34 42 -19 29 -27 -26 -28 -1 33 -23 35 -4 -6 -8 -24 -22 -10 40 -3 -13 -2 right_child=2 3 6 4 22 9 32 16 15 20 -12 14 -14 17 -16 -17 21 24 -20 -21 37 31 36 -25 27 26 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0 0 0 -0.068843057183311199 0 0.024291436398083819 0 0 0 -0.059850610728726807 0 0 -0.056305125709940174 0 0 0 0 0 0 0 0 0 0 -0.02370327560717532 0 0.06988197605904943 0 0.034889284781814731 0 0 -0.023377331330780283 0 0.050664934278316399 -0.018571542372236915 0 0 0.012470900064409235 0 0.05775925422247627 0 0 0.012098146622942523 0 -0.049109320206605606 leaf_weight=0.0013629636754046714 0.0010098174468566867 0.0011223801925552843 0.02244716884393938 0.001914219336754285 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922 4175 1057 7382 1157 508 1214 941 4101 2728 581 3979 364 2147 7326 373 841 7170 678 379 536 988 3656 302 184 972 806 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=35 num_cat=0 split_feature=169 326 33 310 206 0 2 275 368 291 36 289 33 306 363 278 258 245 363 218 288 43 87 327 336 290 333 275 327 317 215 299 2 355 split_gain=0.00512993 0.00403043 0.0028668 0.00220785 0.00202991 0.0014429 0.00127244 0.00125534 0.00117358 0.00110686 0.00101967 0.000985878 0.000845429 0.000647272 0.000641995 0.00058032 0.000568868 0.000478449 0.000553302 0.000426431 0.000375741 0.000345477 0.000292329 0.000289947 0.000277754 8.14524e-05 0.000232719 6.05095e-05 5.38042e-05 3.72532e-05 2.47006e-05 2.364e-05 2.07811e-05 9.38969e-06 threshold=0.0075225830078125009 -0.029235839843749997 0.026428222656250003 -0.0024948120117187496 0.047973632812500007 -0.057495117187499993 0.040405273437500007 -0.012664794921874998 -0.020812988281249997 -0.028137207031249997 -0.013885498046874998 -0.0025100708007812496 0.0044097900390625009 0.091064453125000014 0.056518554687500007 -0.041137695312499993 0.057495117187500007 -0.053344726562499993 0.036499023437500007 -0.033569335937499993 0.014312744140625002 0.033081054687500007 0.093505859375000014 0.025573730468750003 -0.027404785156249997 -0.041625976562499993 0.0077362060546875009 0.021179199218750003 0.033813476562500007 -0.029357910156249997 0.016540527343750003 0.029846191406250003 0.0062408447265625009 -0.026184082031249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 11 7 -6 9 25 -4 -1 -9 32 20 23 15 -13 27 -7 29 -12 21 28 -21 31 -22 -2 -27 -14 -5 -19 -17 -11 -3 -10 right_child=2 3 8 12 5 17 -8 10 33 13 19 14 16 -15 -16 30 -18 18 -20 22 24 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0 -0.0085429101745997712 0 0 0.044122384238423601 0.043312038146584367 0 -0.019337723730761966 0 0 0.062113392363128905 0 0 -0.052918866471994175 0 0 -0.071275025226763378 0 0 0 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121 219 1197 266 273 8893 136 143 64 2191 600 158 85 125 133 113 253 113 72 1257 163 149 549 2733 internal_value=0 -0.0184542 0.0220533 -0.0341206 0.0326637 0 0.0171991 0.0456427 -0.0226878 0.0334814 0.054907 -0.0521148 -0.00181605 0.046691 -0.060569 -0.0649011 -0.0327226 -0.0232378 -0.0350522 0.0606468 0.00615898 0.0257091 0.0633689 0.0540013 0 0 0.0120222 -0.0465178 0.0377121 -0.0486432 -0.0691102 0.0587677 0 -0.0497342 internal_weight=0.125939 0.0682561 0.0576831 0.0499287 0.0489522 0.0141379 0.0183275 0.0348144 0.00873087 0.0151157 0.0282212 0.0295067 0.020422 0.0128499 0.0245319 0.0228904 0.00750067 0.00905184 0.00787235 0.0259044 0.0129213 0.00642634 0.0247886 0.011826 0.00649495 0.00659318 0.00465865 0.00634044 0.00541575 0.00642621 0.021402 0.010825 0.00497483 0.00656152 internal_count=25919 16295 9624 12788 5472 1906 3507 3566 4152 2087 2725 10179 2609 1425 9548 9275 1446 1566 1464 2397 1163 430 2276 1159 733 841 366 1310 272 1400 9056 1034 631 3018 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=25 num_cat=0 split_feature=108 121 36 94 250 239 221 97 145 249 50 228 50 239 127 90 283 152 97 202 325 318 326 167 split_gain=0.00493002 0.00318187 0.00208131 0.00182296 0.00145159 0.00127324 0.00127027 0.00115437 0.000945235 0.000828826 0.000761426 0.000650443 0.000551281 0.000513861 0.000476567 0.000469803 0.000364059 0.00033133 0.000313245 0.000164949 0.000162066 0.000152372 7.64302e-05 6.85201e-05 threshold=-0.013214111328124998 -0.010406494140624998 0.0075836181640625009 -0.0069427490234374991 -0.0051422119140624991 -0.0055999755859374991 0.0035934448242187504 -0.013641357421874998 -0.026672363281249997 -0.012054443359374998 0.0088806152343750017 0.0039520263671875009 0.054565429687500007 -0.052612304687499993 -0.016784667968749997 -0.0079650878906249983 0.024230957031250003 -0.028991699218749997 -0.019348144531249997 0.018249511718750003 -0.012725830078124998 0.036743164062500007 0.0048065185546875009 0.00022935867309570315 decision_type=2 2 2 2 2 2 2 2 2 2 2 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leaf_count=240 258 123 109 530 356 716 245 64 338 269 193 143 253 9980 2474 237 4441 2204 453 239 1623 111 88 232 internal_value=0.00369196 0.0238382 -0.0202874 0 0 0.0462993 -0.0206472 0.0124145 0.0322651 0.05248 0.0575429 0.0627366 -0.0479864 -0.0545581 -0.0069154 0.0346225 -0.0384169 -0.0446441 0 -0.0320009 0.066322 0.0444698 0.0496734 0.0259093 internal_weight=0.101104 0.0578619 0.0432424 0.0276797 0.0264748 0.0301821 0.0172206 0.0185795 0.0104592 0.0281146 0.025888 0.0237137 0.0167676 0.0148235 0.00683327 0.0117462 0.0078953 0.0100566 0.00716394 0.00497281 0.0226978 0.00949571 0.00822796 0.00442264 internal_count=25919 7309 18610 4125 8268 3184 3257 3569 868 2468 2199 1959 10342 10089 2777 792 4699 2449 808 2713 1766 555 444 355 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=26 num_cat=0 split_feature=61 353 345 34 74 359 357 34 308 48 375 339 263 78 199 291 338 151 255 375 101 75 382 349 363 split_gain=0.00644889 0.00329424 0.00225679 0.00194643 0.00135809 0.00115741 0.00108881 0.00108319 0.0009216 0.000827199 0.000621006 0.000511151 0.000399003 0.000330893 0.000307537 0.000295341 0.000244302 0.000236896 0.000301872 0.000110404 9.50629e-05 0.000360373 0.000155805 3.69568e-05 2.32755e-05 threshold=-0.024597167968749997 0.019226074218750003 -0.012847900390624998 0.035278320312500007 0.0018692016601562502 0.029846191406250003 0.073974609375000014 0.040893554687500007 0.0052947998046875009 -0.020202636718749997 0.075927734375000014 0.026550292968750003 -0.060668945312499993 0.024841308593750003 -0.034057617187499993 -0.0012855529785156248 0.013580322265625002 -0.016418457031249997 0.010040283203125002 0.082763671875000014 0.090576171875000014 0.047729492187500007 -0.037231445312499993 0.0069732666015625009 0.0027084350585937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 17 20 6 16 9 11 24 -5 12 -3 -10 15 -14 19 -4 18 -2 -11 21 22 -1 -22 -9 right_child=1 7 5 4 -6 -7 -8 8 10 13 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 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0.000902605 0.000769869 0.000886943 0.000709428 0.000639919 0.000584732 0.00056577 0.000546869 0.000490808 0.000477583 0.000459438 0.000457689 0.000449069 0.000317683 0.000215882 0.00021454 0.000228629 0.000201383 0.000164868 0.0001537 0.000144095 6.75472e-05 3.76675e-05 3.02454e-05 2.90262e-05 2.25234e-05 1.9334e-06 1.22938e-06 2.06506e-07 threshold=0.0092468261718750017 0.028747558593750003 -0.0067901611328124991 0.013153076171875002 -0.028137207031249997 0.018615722656250003 -0.046264648437499993 0.011749267578125002 -0.024230957031249997 -0.049682617187499993 -0.0034255981445312496 -0.021301269531249997 -0.019104003906249997 0.0086364746093750017 0.015563964843750002 0.019226074218750003 0.041381835937500007 0.031616210937500007 -0.022521972656249997 0.022766113281250003 0.012054443359375002 -0.025085449218749997 -0.053344726562499993 0.031127929687500003 -0.030944824218749997 -0.039184570312499993 -0.0060577392578124991 -0.0015296936035156248 -0.027648925781249997 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0.0141347 0.00626345 0.0132537 0.00787122 0.00604203 0.0233361 0.0309803 0.00477315 0.0100942 0.0154136 0.0122284 0.00677698 0.00433712 0.00302956 0.00499548 0.00402448 0.00263558 internal_count=25919 11706 14213 8036 4349 3510 9864 3904 9595 3670 839 4132 2305 2903 3651 2184 8721 8543 8449 607 3292 2796 8218 2039 2522 3166 297 1599 833 2682 766 568 3075 8075 481 680 1918 2554 874 269 226 378 351 310 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=35 num_cat=0 split_feature=143 359 48 291 244 74 203 206 196 100 75 382 4 308 373 33 166 303 56 74 76 193 4 270 56 81 97 203 308 119 56 38 148 118 split_gain=0.00585292 0.00362722 0.00353015 0.0024704 0.0020715 0.00155822 0.0012573 0.00123367 0.00120244 0.00113836 0.00101991 0.000764154 0.00074854 0.000537873 0.000813598 0.000525948 0.000494441 0.000488175 0.000476592 0.000440854 0.000291986 0.000249252 0.000223606 0.000213741 0.000183412 0.000170721 0.000139981 0.00013316 0.000116626 8.61269e-05 5.85732e-05 3.99928e-05 1.64285e-05 1.29205e-06 threshold=-0.0059051513671874991 -0.023010253906249997 -0.012420654296874998 -0.0075531005859374991 0.013580322265625002 0.0077362060546875009 0.010101318359375002 0.065185546875000014 -0.016784667968749997 -0.029357910156249997 -0.040649414062499993 -0.012908935546874998 -0.025451660156249997 0.0015983581542968752 -0.0053558349609374991 -0.0036239624023437496 -0.0017127990722656248 0.047241210937500007 0.0036239624023437504 -0.034790039062499993 -0.072509765624999986 0.053344726562500007 0.020446777343750003 0.012115478515625002 0.049926757812500007 -0.050415039062499993 -0.0090637207031249983 -0.0044403076171874991 -0.021911621093749997 -0.018859863281249997 0.028137207031250003 -0.038696289062499993 0.028503417968750003 -0.011199951171874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 6 7 8 10 9 33 -2 -1 15 -10 16 -15 -3 27 24 -5 -12 -7 25 -17 26 -14 -11 -20 -6 -22 -21 -30 -16 -9 -4 right_child=4 2 5 18 13 20 -8 32 12 21 19 -13 17 14 31 22 -18 -19 23 29 28 -23 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 leaf_value=0 0 0 0.0019329455472323989 -0.037660218971895955 0.040660891488734627 0.027930255238852404 0 -0.0072446128562124752 0 0 0 0 -0.065549915212389717 0 0 0.060505725202679141 0 0 0 0 0 0 0 0 0 -0.07031419236854336 0.032080583639690387 0 -0.023552652973050401 0.068383539823622788 0 -0.04939244977735216 0 0 leaf_weight=0.0031310780319131473 0.0027631878363649767 0.001423557652231012 0.003458104329837397 0.0032706577896135514 0.004924094090881681 0.0037429186736517295 0.003505733777757313 0.0031301388920041964 0.0011276497874632687 0.0012633508162878072 0.0012261117478260522 0.0024996799826908509 0.013930446704037536 0.0024908720727978562 0.0010153026575210333 0.0089601442313096413 0.0028613439372691118 0.0011567210412977138 0.0011418801000786516 0.001075298580246904 0.0013133513259617757 0.0012042929124049797 0.0010035081291164269 0.0013703513813823065 0.0011490325559293533 0.018374191012298983 0.0035604980749326387 0.0010703310630333362 0.00315828386760586 0.022448967413168933 0.0012148399154625622 0.0049391163781535852 0.0026789247832539331 0.0019111651543113331 leaf_count=233 426 103 294 655 821 334 541 1178 196 245 126 450 4491 240 251 1411 282 292 196 72 36 332 122 247 336 5392 322 132 438 3126 133 1673 345 448 internal_value=-0.000625076 0.0137357 -0.00299297 0.0358105 -0.0300588 -0.0236889 0.0495096 -0.0462519 -0.0384626 -0.0564652 0.05666 0.0356665 -0.0512768 0 -0.0203973 0.0471425 0.0145122 -0.0572098 0 0.063471 0 -0.0644764 0.0553878 0.00457564 -0.0620303 -0.0673727 0.0219448 0.0337041 0 0.0665278 -0.0163306 -0.044232 0 0 internal_weight=0.133495 0.08678 0.0460494 0.0407306 0.0467151 0.0321625 0.0313872 0.0294141 0.0227331 0.023605 0.0278815 0.0138869 0.0173639 0.0173011 0.00844529 0.0113872 0.00885577 0.0162362 0.00934339 0.0247504 0.00942939 0.0208418 0.00996365 0.00607273 0.0150795 0.0196375 0.00470238 0.00599443 0.00568648 0.0235243 0.00437312 0.00595442 0.00580906 0.00536927 internal_count=25919 14602 9084 5518 11317 6998 4098 7918 6057 6395 3557 2086 5315 3399 2164 1636 1235 5119 1420 3324 941 5969 1533 765 4827 5637 518 953 607 3198 571 1924 1523 742 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=31 num_cat=0 split_feature=213 310 206 363 49 52 339 93 306 196 197 116 199 249 249 77 292 93 372 283 130 61 224 196 292 93 301 227 125 110 split_gain=0.00487203 0.00323638 0.00248785 0.00229427 0.00168013 0.00163805 0.00153559 0.00122881 0.00102832 0.000942665 0.000729758 0.000695198 0.000509501 0.00047123 0.000461143 0.000407501 0.000345076 0.000307631 0.000221234 0.000193328 0.000114957 0.000111737 0.000110024 0.000109549 0.000149352 0.000102708 0.000294806 9.44044e-05 4.30325e-06 1.58659e-06 threshold=0.013397216796875002 -0.0036392211914062496 0.031372070312500007 0.034545898437500007 0.010711669921875002 0.0026016235351562504 -0.012298583984374998 0.039184570312500007 0.056518554687500007 -0.019714355468749997 0.012725830078125002 0.034301757812500007 -0.019470214843749997 0.019592285156250003 -0.037963867187499993 -0.0048065185546874991 -0.020446777343749997 -0.011322021484374998 -0.028503417968749997 0.056762695312500007 -0.0016288757324218748 0.0055694580078125009 -0.0079040527343749983 0.017639160156250003 -0.032836914062499993 0.020324707031250003 -0.046264648437499993 -0.023376464843749997 0.018005371093750003 -0.0034637451171874996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 7 6 13 29 8 -4 -8 14 -10 -5 27 -3 -12 19 -11 -19 -7 -9 -18 -14 24 -6 28 -27 -1 -16 -2 right_child=2 10 3 12 23 16 9 20 11 17 15 -13 22 -15 25 -17 21 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0 0 -0.034689388800379396 0 0 0 0 0 0.019555424481207492 -0.059892662399365804 0 0 0 0 0 0 0.044006546049246066 -0.034822608327511752 0 0.064657593816625877 0.026503034151358282 0 0 0.05343374081652056 0 -0.0276500743331724 0 0.032370668537894859 -0.068343241930987467 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0.0376363 -0.0623139 -0.00557198 0.0306564 0 0.0598025 0.0624776 0.00801304 0.00214811 -0.0245609 0.0480183 0 -0.0154802 0 0.014327 -0.066035 0 0 internal_weight=0.117214 0.0488272 0.0683868 0.0290696 0.0393172 0.0291486 0.0335058 0.0204661 0.0160327 0.0283244 0.0196786 0.0125328 0.00860353 0.0196998 0.0122705 0.00740808 0.00944884 0.024432 0.0231726 0.00417262 0.00443334 0.00527622 0.00749507 0.00581142 0.00457144 0.00812178 0.00500369 0.0186228 0.00311809 0.00518143 internal_count=25919 16329 9590 4998 4592 12893 4032 4354 4183 3463 3436 3654 644 10772 2431 1005 2121 3098 2859 798 171 1323 467 560 539 1189 442 10740 747 569 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=25 num_cat=0 split_feature=359 97 108 69 84 381 267 331 235 162 134 41 365 135 150 88 140 339 150 337 92 267 102 242 split_gain=0.00414359 0.0047502 0.00258902 0.00218312 0.0016073 0.0013003 0.00125345 0.000814951 0.000810497 0.000737282 0.00067532 0.000673346 0.000617493 0.000500675 0.000421487 0.000318041 0.000180648 0.000124192 0.000112737 8.04358e-05 4.68835e-05 8.60658e-06 9.59346e-05 2.89592e-07 threshold=0.0034255981445312504 -0.029479980468749997 -0.024353027343749997 0.024353027343750003 -0.00095748901367187489 -0.012725830078124998 0.0004434585571289063 -0.040893554687499993 -0.019226074218749997 0.018737792968750003 0.012481689453125002 0.055053710937500007 -0.038208007812499993 0.010101318359375002 -0.025573730468749997 -0.026550292968749997 0.022888183593750003 0.019592285156250003 -0.048461914062499993 -0.029113769531249997 0.031372070312500007 -0.020080566406249997 0.0064239501953125009 0.11987304687500001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 11 -1 -2 10 -7 17 -3 12 -4 19 20 18 -14 -10 -8 -5 -12 -6 -23 -9 right_child=6 2 3 13 21 8 15 23 9 -11 14 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=0 -0.065166984262832822 0 0 0.042497542572300685 0 0 0.018870396564764119 0 0.068175215600284653 0 0.058641065066018086 0 0 0 0 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0.00429451 0 internal_weight=0.0939317 0.0759822 0.0495119 0.0319203 0.0245863 0.0264702 0.0179496 0.0175916 0.0251034 0.0240682 0.0144989 0.0185717 0.0175517 0.00733399 0.01202 0.00888951 0.0160574 0.0212002 0.00532845 0.00535044 0.0103858 0.00601461 0.00466662 0.00309279 internal_count=25919 19943 16704 14830 13303 3239 5976 1874 2694 2480 1393 11847 11729 1527 1070 1231 11332 2098 505 419 858 1456 575 481 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=21 num_cat=0 split_feature=104 335 287 304 213 99 34 48 164 183 326 353 61 383 73 271 125 145 125 166 split_gain=0.00600174 0.00537704 0.00271907 0.00210918 0.00182562 0.00120777 0.00105596 0.000993447 0.000837973 0.000549263 0.000421294 0.0003129 0.000249613 0.000210587 0.000165532 0.000139276 8.16834e-05 5.74679e-05 3.36616e-05 2.46054e-05 threshold=0.037719726562500007 -0.0092468261718749983 0.013946533203125002 -0.010040283203124998 -0.035766601562499993 -0.023376464843749997 0.074462890625000014 -0.015563964843749998 0.039428710937500007 0.058227539062500007 0.020202636718750003 -0.0014610290527343748 -0.046264648437499993 -0.032836914062499993 0.036254882812500007 0.0052642822265625009 0.011016845703125002 -0.032836914062499993 0.035522460937500007 -0.014251708984374998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 13 18 -1 9 -5 10 12 11 -9 -6 -2 -4 -7 -13 -15 -3 -20 right_child=3 4 14 7 6 15 -8 8 -10 -11 -12 16 -14 17 -16 -17 -18 -19 19 -21 leaf_value=0 0 0 -0.044808637532110063 0 0 0 0 0 0 0 0 0 -0.067753733425068033 0 0 0.060908442507177488 0.067508778092953539 -0.030199510468938214 0.01590910566827726 0 leaf_weight=0.0024704036163001328 0.0013692993115057561 0.0020988099609269275 0.0036991814770885858 0.0017957040787308634 0.0015012253192168102 0.0011239208586175673 0.0028621676503348672 0.0016452460508560264 0.0010707109980216947 0.0012220741611628219 0.0010592811520808701 0.0011363603236986845 0.023290281873229905 0.0013418517403778196 0.0010989020152862849 0.010954093089694084 0.018754817122271561 0.0029595054340916241 0.0023021182840068377 0.0010322534089652891 leaf_count=854 43 837 1095 810 256 88 850 506 129 537 230 94 14982 88 91 784 2689 588 157 211 internal_value=0 -0.0202902 0.017238 0.0349036 -0.0452054 0.0432132 -0.0553196 0.0481373 0.0539703 -0.0616676 0.0584951 0.0615271 -0.0648992 -0.00180968 -0.0346839 0.0570027 0.0652381 -0.0222238 0 0.0100475 internal_weight=0.0847882 0.0536554 0.0193465 0.0311328 0.0343089 0.0145484 0.0288757 0.0254621 0.0236664 0.0260136 0.0225957 0.0215364 0.0247915 0.00567066 0.00479808 0.012078 0.0198912 0.00430136 0.00543318 0.00333437 internal_count=25919 20742 2912 5177 17830 1726 16625 4458 3648 15775 3519 3289 15238 719 1186 872 2783 676 1205 368 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=41 num_cat=0 split_feature=278 141 5 191 145 237 324 360 259 380 19 50 262 11 18 18 254 382 200 326 237 272 331 241 368 8 64 42 382 253 357 245 237 17 211 52 191 356 165 258 split_gain=0.00691501 0.00517953 0.00370682 0.00368234 0.00305361 0.00238424 0.00218969 0.00200688 0.00176544 0.00162737 0.00107514 0.000996749 0.00099584 0.000917884 0.000778217 0.000769242 0.000740481 0.000732735 0.0006838 0.000552694 0.000519635 0.000467871 0.000465829 0.00031612 0.000232276 0.000215995 0.000212883 0.000173222 0.000153095 9.94493e-05 9.47769e-05 8.21336e-05 7.70564e-05 4.52434e-05 4.30361e-05 4.28343e-05 4.25985e-05 2.76127e-05 2.27871e-05 1.1173e-05 threshold=-0.0035934448242187496 -0.037963867187499993 0.0003461837768554688 -0.034301757812499993 -0.015167236328124998 -0.031616210937499993 -0.023986816406249997 0.0052642822265625009 0.0074005126953125009 -0.028869628906249997 0.024719238281250003 0.029602050781250003 -0.0028457641601562496 0.0079650878906250017 0.036499023437500007 0.054565429687500007 0.0072174072265625009 -0.031860351562499993 -0.050659179687499993 -0.032592773437499993 0.018859863281250003 -0.017883300781249997 -0.094970703124999986 -0.029968261718749997 0.049682617187500007 0.025817871093750003 0.025817871093750003 0.033081054687500007 -0.015930175781249997 0.0096740722656250017 0.095458984375000014 -0.034301757812499993 -0.016418457031249997 -1.0000000180025095e-35 0.0031204223632812504 -0.0086364746093749983 -0.041625976562499993 0.0054779052734375009 -0.0023269653320312496 -0.0011558532714843748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 16 31 28 10 14 29 -5 22 27 15 20 18 21 -6 -11 -19 23 -2 -7 -8 36 -24 -21 -9 -1 35 -25 -3 -13 37 -35 -4 -18 -10 -20 -14 right_child=1 5 9 7 17 11 8 12 33 13 -12 32 39 -15 -16 -17 24 19 38 26 -22 -23 25 30 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 leaf_value=0 -0.04783881140325083 0 0.024825290778518767 -0.052120135475930099 0 0 0 0.057558458233592603 0 0 0 0 0 0 0 0 -0.012960383478409474 0 -0.065300509901173157 0.064804463898283662 0 0 0.069543789423882937 -0.070140200209288517 0.025990011566924431 0 0 0 0.020582851916394765 0 0 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0.00358264 0.0159795 0.00510487 internal_count=25919 10702 7193 15217 4162 3509 11402 3815 10947 3031 1973 3210 1842 2645 10108 2226 1627 2535 2168 2207 9965 998 2921 9906 629 2828 2045 1327 455 386 9834 299 289 839 592 328 496 247 2110 515 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=32 num_cat=0 split_feature=296 359 203 33 161 347 207 191 279 239 354 120 288 10 366 6 79 285 110 143 20 196 106 203 143 63 10 10 188 104 229 split_gain=0.00532424 0.00525036 0.00298365 0.00280912 0.00210468 0.00189781 0.00263599 0.00187436 0.00154004 0.00124242 0.000799946 0.000745691 0.000732849 0.000472058 0.000437185 0.000370129 0.000383489 0.000368974 0.000313211 0.000175203 0.000159668 0.000124768 0.000150044 0.000114198 0.000104484 0.000103492 9.81743e-05 9.79155e-05 2.33815e-05 1.2285e-05 3.41896e-06 threshold=-0.0059967041015624991 -0.032348632812499993 -0.0072479248046874991 -0.00041770935058593745 0.0080261230468750017 0.017883300781250003 0.040649414062500007 -0.033081054687499993 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164 151 split_gain=0.0040209 0.00382427 0.00289658 0.00186014 0.00174989 0.00161749 0.00142328 0.00145148 0.000982976 0.00102626 0.000967971 0.000577055 0.000565113 0.000525944 0.000502292 0.000437443 0.000405902 0.000327738 0.000312763 0.000309832 0.000271989 0.000202968 0.000301838 0.00010943 8.75957e-05 7.73405e-05 5.59836e-05 4.36049e-05 3.47287e-05 3.22455e-05 2.39721e-05 2.20458e-05 1.49382e-07 threshold=-0.018859863281249997 0.075927734375000014 0.0050201416015625009 -0.0055084228515624991 -0.018005371093749997 -0.055053710937499993 0.00084304809570312511 0.015686035156250003 -0.040161132812499993 0.028503417968750003 0.046752929687500007 -0.029113769531249997 -0.010589599609374998 0.027160644531250003 0.026550292968750003 -0.042602539062499993 0.077880859375000014 0.049194335937500007 -0.015167236328124998 0.012054443359375002 0.024475097656250003 0.098388671875000014 -0.034790039062499993 0.0076141357421875009 -0.0082702636718749983 -0.0032424926757812496 -0.040161132812499993 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0.0574382 0.0537482 0.0257431 0.0476779 0.0403737 0.0316951 0.0177871 0.0349525 0.0329701 0.013908 0.0308032 0.0297725 0.0286832 0.0104079 0.00919251 0.0216971 0.0191674 0.0060703 0.0274794 0.0107237 0.00730417 0.00462743 0.00706335 0.026455 0.00350006 0.00542123 0.00963863 0.00404603 0.00338677 0.0254455 0.00366758 0.00339577 internal_count=25985 14409 11576 9216 8940 6762 5193 1473 5748 5152 3720 4394 3797 3667 3507 3228 8947 8396 2636 3609 746 2178 1891 727 3425 213 1014 611 269 778 3276 557 170 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=26 num_cat=0 split_feature=328 307 240 174 97 216 306 97 65 139 332 185 69 87 209 34 129 77 129 159 41 33 284 315 347 split_gain=0.00392479 0.00325789 0.00210485 0.0019287 0.00123708 0.00115205 0.000999671 0.000949157 0.000624753 0.000558873 0.000472503 0.000371976 0.000360747 0.000265384 0.000265326 0.000234203 0.000234081 0.000231754 0.000192755 0.000155443 0.000139511 9.77684e-05 4.13058e-05 1.61942e-05 9.07372e-06 threshold=-0.036743164062499993 0.018493652343750003 -0.030334472656249997 0.0044403076171875009 -0.033813476562499993 0.069091796875000014 0.080810546875000014 -0.0094299316406249983 -0.0015373229980468748 0.0088806152343750017 0.020935058593750003 -0.037231445312499993 0.030090332031250003 0.069091796875000014 -0.010406494140624998 -0.011016845703124998 -0.032348632812499993 0.0064849853515625009 -0.033081054687499993 0.094482421875000014 -0.016784667968749997 -0.012359619140624998 0.033325195312500007 -0.0093688964843749983 0.0042266845703125009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 8 13 10 24 11 19 -8 15 -5 -3 14 -4 -6 -10 21 -11 -1 -20 -13 -17 -7 -2 right_child=1 12 4 7 5 23 9 -9 16 18 -12 17 -14 -15 -16 22 -18 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=0 -0.0065852331241409504 -0.063604247055652305 0 0 0 0.0081014995508897035 0 0 0 0 0 0 0 0 0.03465552021623966 -0.056385685575942548 0.031270516729661017 0 0 -0.040609713872111958 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internal_weight=0.0882636 0.0551161 0.0426001 0.0331475 0.0262984 0.0192684 0.0163017 0.0224305 0.010717 0.0123934 0.0153784 0.0191223 0.012516 0.00702994 0.00589015 0.0142814 0.00575068 0.0178551 0.0111676 0.00496635 0.0101646 0.0167792 0.0131063 0.00388997 0.0039083 internal_count=25985 22087 10221 3898 8333 7219 1888 2242 1656 1249 5907 1749 11866 1114 648 5814 695 1706 997 961 896 1543 5548 1312 639 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=20 num_cat=0 split_feature=286 335 74 327 90 88 353 189 302 115 154 190 36 267 35 128 210 1 375 split_gain=0.00486095 0.00527267 0.00247395 0.00244914 0.00148634 0.0013482 0.00100455 0.000750021 0.00064717 0.000602487 0.000597644 0.000455329 0.000323586 0.00030482 0.00024812 0.000210118 5.79515e-05 2.60608e-05 1.35351e-05 threshold=-0.0062103271484374991 -0.00030899047851562495 -0.0066070556640624991 0.0062103271484375009 0.0023574829101562504 -0.033813476562499993 -0.0028457641601562496 -0.029113769531249997 -0.051879882812499993 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0.0010111304097222265 0.0010193724998259759 leaf_count=515 229 637 84 501 524 534 318 215 517 14103 718 129 2719 65 1324 2169 292 315 77 internal_value=0 -0.0227791 0.0269328 0.00560174 0.0405817 0.0309043 0.0486147 0.0541492 -0.0598129 -0.064008 0.0512567 0.0592956 0.0625607 -0.0175231 -0.0314479 -0.0388823 0 -0.0690334 0.0592413 internal_weight=0.0794024 0.0435238 0.0358786 0.022672 0.0296669 0.016297 0.0269617 0.0251579 0.0208518 0.0197878 0.011056 0.0231136 0.0219273 0.00621172 0.00501082 0.00637496 0.00524099 0.0182759 0.00997948 internal_count=25985 20092 5893 4520 4420 1850 3896 3381 15572 14935 1024 3063 2848 1473 1408 2670 826 14418 795 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=41 num_cat=0 split_feature=278 327 143 191 67 92 324 360 175 225 163 245 262 50 151 327 44 77 357 119 61 214 244 17 244 34 364 154 116 42 245 191 112 34 148 262 335 228 258 17 split_gain=0.00596746 0.0040815 0.0034674 0.00323902 0.00213273 0.00211808 0.00207541 0.00161744 0.0013144 0.00129241 0.00111946 0.000931487 0.000898944 0.000773047 0.000671051 0.000620799 0.000610734 0.000591638 0.000575508 0.000462074 0.000482257 0.000457078 0.000397255 0.000318441 0.000264433 0.000238144 0.000185964 0.000162193 0.000157713 0.000145708 0.000144986 0.000139302 0.000110087 0.000108472 6.52784e-05 5.48005e-05 2.76373e-05 1.98195e-05 9.03924e-06 4.20579e-06 threshold=-0.0035934448242187496 0.0081481933593750017 -0.021057128906249997 -0.034301757812499993 -0.040649414062499993 0.019958496093750003 -0.013031005859374998 0.0039825439453125009 0.0059967041015625009 -0.044555664062499993 0.0068511962890625009 -0.044799804687499993 -0.0028457641601562496 0.060913085937500007 0.0041961669921875009 0.072509765625000014 -0.039428710937499993 0.0024185180664062504 0.093994140625000014 0.035034179687500007 0.031127929687500003 0.016784667968750003 0.054321289062500007 0.0048065185546875009 0.016052246093750003 0.046508789062500007 0.043090820312500007 -0.045043945312499993 -0.020446777343749997 0.031860351562500007 -0.039184570312499993 -0.042846679687499993 -0.028259277343749997 0.054077148437500007 0.055541992187500007 0.021545410156250003 0.038940429687500007 0.0071563720703125009 -0.0011558532714843748 0.0021133422851562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 10 6 24 11 23 14 15 -6 21 -2 29 19 -5 18 -13 39 32 20 22 37 26 25 33 27 34 -1 -18 -9 -26 -12 -8 35 -11 -4 -30 -3 -14 -7 right_child=1 2 4 7 9 17 8 12 -10 13 31 16 38 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 30 -27 -28 -29 36 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0 0 0 0.026352587154882735 -0.04673989216258638 0 0 0 0.055462882097224109 0 0.066943953438666062 0 0 0 0 0 0 0 0.039128594074665776 0 0 0 0 0 -0.028581506375991095 0 0 0 0.031323872147691043 -0.064737395208703127 0 -0.033033499900685832 0.022101374607039564 -0.069544816572777488 0 0 0 0 -0.054637197502028091 -0.0055415081722012607 -0.0044090381923225499 leaf_weight=0.0016643157749882675 0.0026494828009333551 0.0010991563836455498 0.0035512072329879629 0.0054547543494294359 0.0015343163717602684 0.0023259319344219875 0.0011339801247345306 0.0069946110543241957 0.0040666642876203687 0.03288551340725121 0.0012950147628600917 0.0011308756505172815 0.0022400880374107146 0.0011140256195858447 0.0027484502869299376 0.0010184482234194539 0.0010839879187187771 0.0048606779454303251 0.0018818434788272489 0.001129368211650216 0.002308111734805606 0.0015075264830102242 0.0010005912500758987 0.0032899445549787742 0.0010016249080422313 0.0015459365778269785 0.0020598539493619219 0.0045864765978080868 0.010302983460007912 0.0010066107727482176 0.0029881589193792024 0.0040994664914251197 0.024318124640245745 0.0010314369737329798 0.0015869113471183019 0.0010053079503222762 0.0010299418145223163 0.0055116063791444958 0.0029435608216488171 0.0021634940967771854 leaf_count=138 309 182 308 1587 101 149 251 1176 532 3988 95 88 74 56 344 148 64 702 665 75 272 130 93 1246 28 300 168 252 1711 159 196 436 7896 67 180 39 51 752 479 498 internal_value=-0.000295532 0.0152035 0.0289454 -0.0243141 0.0410098 -0.0156389 -0.0402986 0.00217935 -0.0530992 0.0503988 -0.00901954 -0.0399906 0.0289756 0.0542194 -0.025192 -0.060725 -0.0509859 0.0127735 -0.0636556 0.0566425 0.0584405 -0.0379377 0.0612683 0 0 0.00798269 0.0629711 0.0214584 -0.0576903 0.0500702 -0.0213044 0.0106291 -0.067659 0.0122128 0.06524 0.0205176 -0.0615278 -0.0495873 0 0 internal_weight=0.15715 0.0922566 0.0667092 0.0648938 0.0531964 0.0255474 0.0435057 0.0213881 0.0324191 0.0436187 0.0135128 0.0161973 0.0131849 0.0420844 0.0082032 0.0283524 0.0135478 0.0093501 0.0273339 0.0409703 0.039841 0.00811829 0.0375329 0.0110867 0.00957774 0.00779673 0.0365323 0.00625079 0.0124169 0.00800122 0.00398978 0.00539448 0.0254521 0.00558795 0.0344724 0.00455652 0.0113329 0.00661076 0.00518365 0.00448943 internal_count=25985 10738 7166 15247 5571 3572 11428 3819 9492 4933 1595 2223 1888 4832 1931 8960 1914 1349 8812 4776 4701 1064 4429 1936 638 690 4336 390 1826 1335 224 531 8147 414 4168 347 1762 934 553 647 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=34 num_cat=0 split_feature=296 359 206 291 121 140 302 212 205 212 107 290 56 342 56 254 282 325 285 153 99 323 259 206 23 267 90 224 196 106 254 349 158 split_gain=0.00449825 0.00447053 0.00284057 0.00250396 0.0015438 0.00152128 0.00112184 0.000977888 0.00092628 0.000912478 0.000880871 0.00087762 0.000809766 0.000695188 0.000664783 0.000521728 0.00051941 0.000479223 0.000439569 0.000425605 0.000280524 0.00026678 0.000244468 0.000183988 0.000146365 0.000140822 9.95239e-05 6.15113e-05 6.11907e-05 4.98682e-05 3.87396e-05 1.21827e-05 4.72321e-06 threshold=-0.0071563720703124991 -0.032348632812499993 0.047973632812500007 -0.015167236328124998 -0.00074195861816406239 0.069091796875000014 -0.015045166015624998 0.082763671875000014 0.055053710937500007 0.097900390625000014 0.044067382812500007 -0.0032119750976562496 0.018737792968750003 0.028503417968750003 -0.0034408569335937496 0.031372070312500007 -0.028015136718749997 -0.018127441406249997 0.041381835937500007 -0.037719726562499993 -0.074462890624999986 0.0063629150390625009 -0.0015754699707031248 0.033813476562500007 -0.013580322265624998 -0.011383056640624998 -0.0038452148437499996 -0.0010490417480468748 -0.013458251953124998 -0.069091796874999986 -0.028381347656249997 -0.028015136718749997 -0.0081481933593749983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 10 6 8 9 -4 11 -2 15 13 29 19 -9 16 -1 -6 24 -3 -21 -8 -11 28 -16 27 -23 -25 -7 -5 -22 -13 -14 right_child=2 5 7 12 17 23 21 14 -10 22 -12 31 32 -15 18 -17 -18 -19 -20 20 30 26 -24 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0 0 0 0 -0.047790772122444772 0 0 0 0 0 0.054755432482147315 0 0 0 0 0 0 0.059953822112191059 -0.051637439396515175 0 0 0 -0.03533535383733219 0 0.026929122236732835 0.065995985562181711 0 0 0 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internal_value=-0.000372937 -0.018037 0.0216808 0.0109505 0 -0.0388836 0.0145909 0.0480462 -0.0500229 0.0342348 0.039414 -0.0538819 -0.0195827 -0.0612227 0.0548783 0.0478881 0.0539377 -0.0392279 0.0593765 -0.0647777 -0.0678687 -0.00551795 0.0494134 0 0.0629695 0.00368408 -0.0261994 0.0192657 -0.020652 -0.0429161 -0.0702818 0 0 internal_weight=0.116675 0.0680271 0.0486478 0.0258731 0.0264367 0.042154 0.0190384 0.0222111 0.0315499 0.0128698 0.0155731 0.0303831 0.0103 0.0258753 0.020272 0.0143903 0.0131367 0.00739835 0.0192024 0.0247698 0.023489 0.00616852 0.00991468 0.0106041 0.0181822 0.00649706 0.00416021 0.00403159 0.00410707 0.0065412 0.0224716 0.00450781 0.00375879 internal_count=25985 16066 9919 4192 5944 11874 3546 3975 10048 2395 2205 10028 1987 8926 3624 1958 1701 2398 3302 8755 8597 1151 1902 1826 3034 601 1049 201 1225 1381 8488 1102 606 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=29 num_cat=0 split_feature=213 118 2 283 19 339 69 75 339 139 2 111 257 291 226 336 134 187 224 59 0 170 61 249 12 92 282 112 split_gain=0.00375077 0.00313186 0.00190428 0.00199539 0.00168178 0.00166756 0.0016186 0.00108272 0.0010716 0.000998872 0.000766891 0.000727355 0.000628523 0.000437982 0.000387539 0.000373385 0.000334811 0.000292792 0.000289802 0.000266407 0.000156175 0.000114407 4.60407e-05 0.000143246 8.67586e-05 3.98615e-05 2.11445e-05 2.02199e-06 threshold=0.013397216796875002 0.028015136718750003 0.013702392578125002 0.049438476562500007 -0.0024642944335937496 0.020690917968750003 0.0051727294921875009 -0.035766601562499993 0.021423339843750003 0.020568847656250003 -0.017639160156249997 -0.015930175781249997 -0.00089836120605468739 -0.034057617187499993 0.038696289062500007 -0.084228515624999986 0.0058135986328125009 -0.040161132812499993 -0.044799804687499993 -0.076416015624999986 -0.053588867187499993 -0.032104492187499993 -0.0068511962890624991 -0.012237548828124998 0.0049285888671875009 0.0074615478515625009 -0.018493652343749997 0.0020828247070312504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 8 25 7 11 -1 18 13 -9 -5 -3 -6 21 -12 -14 -13 -4 -17 -8 -15 23 -7 -24 27 -10 -2 right_child=2 12 3 6 9 22 20 10 26 -11 15 17 16 14 -16 19 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 leaf_value=0 0 0 0 0 0 -0.02507951031430973 0 0 0.0091076200245836566 0 0 0.059480721417630361 0.052671165316241789 0 0 0 0 0 -0.05463431009349852 -0.068434086257473367 -0.024558049705925497 0.067834515160739683 0.017279011449261465 0 0 -0.010779274496950347 0 0.0030889748585034068 leaf_weight=0.0027684933748588483 0.0010007533882401267 0.0011797414355214642 0.0010561452694588533 0.0020248111530776223 0.0012381858701644389 0.0028668035876791009 0.0011922328916540437 0.0013013910787549312 0.0025490836626431701 0.0031970070513693818 0.0011681738632631734 0.009845133739730727 0.0054442318879637233 0.0010336774115842174 0.0010397640126029719 0.0010145797638614297 0.0010602611304193488 0.0010083942486716077 0.0082801017317422065 0.018885734640051062 0.003266533293867723 0.015587828820258672 0.0032062404227843899 0.0014678671624039907 0.0023646934677543641 0.0034306166581217212 0.0026576955570334357 0.0021190806482564994 leaf_count=512 89 201 250 181 141 1765 92 73 249 411 232 767 876 54 85 264 87 149 2895 11290 560 2155 495 156 389 1016 460 91 internal_value=0 -0.0221843 0.0165004 0 0.0352136 -0.0365739 0.0225967 -0.0502802 -0.0276287 0.0486692 -0.0576626 0.0437325 0.0266814 0.0574273 0.0614581 -0.0624048 0.0425124 0.054217 -0.0483409 -0.0656551 -0.00956928 0.0651654 0 -0.0092479 0.00401239 0 0 0 internal_weight=0.103255 0.0427282 0.060527 0.0318801 0.0286469 0.035044 0.0173371 0.0251384 0.014543 0.0220965 0.0223699 0.0128783 0.00768423 0.0188995 0.0176613 0.0210685 0.00650449 0.0108535 0.00933625 0.0199003 0.00445877 0.0166215 0.0099056 0.00433467 0.00557093 0.00655045 0.00520678 0.00311983 internal_count=25985 16340 9645 5603 4042 15176 1749 12371 3854 2846 11859 1097 1164 2435 2294 11786 963 916 3145 11554 652 2209 2805 1921 884 1196 709 180 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=26 num_cat=0 split_feature=149 108 359 106 108 359 267 0 351 333 9 287 33 267 287 201 284 61 361 325 172 35 88 302 10 split_gain=0.00357101 0.00259919 0.00214575 0.00165747 0.000930805 0.000828094 0.0007589 0.00071188 0.000567968 0.000546804 0.000637193 0.000487066 0.000344666 0.000332763 0.000343238 0.000321709 0.000287026 0.000250002 0.00016655 0.000113722 8.44491e-05 7.49536e-05 3.2301e-05 4.04636e-05 2.51181e-05 threshold=0.0070037841796875009 -0.021057128906249997 0.0031661987304687504 -0.072509765624999986 0.0050201416015625009 -0.014923095703124998 0.0004434585571289063 0.0059967041015625009 -0.72070312499999989 0.061889648437500007 -0.049926757812499993 0.035034179687500007 -0.0099792480468749983 0.0013008117675781252 -0.023132324218749997 -0.055541992187499993 0.0051116943359375009 0.034057617187500007 -0.0033187866210937496 0.019958496093750003 0.068603515625000014 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0.0010696088288000283 0.0010117247550596167 0.018805011892936832 0.0016406924822689462 0.0027429512316672344 0.0010402403102887092 leaf_count=291 119 445 1322 105 904 1079 100 218 150 96 671 487 65 131 1715 13981 152 705 644 74 103 1928 172 92 236 internal_value=0.00221056 -0.0207257 0.0210842 0.0328582 0.0448813 0.000786221 -0.0119243 0.052606 0.0565087 -0.0478827 -0.0528311 0.0244462 0.0601118 0 -0.0174159 -0.0591408 -0.0186444 -0.0631944 0.0383614 -0.032831 0.0632949 0.0652131 0 0.00912426 -0.032705 internal_weight=0.0823855 0.0341102 0.0482753 0.0384586 0.0288418 0.0163875 0.00981677 0.0243569 0.023338 0.0177227 0.0165173 0.0103779 0.0221959 0.00961676 0.00600366 0.0150027 0.00600955 0.0139453 0.00752426 0.00487379 0.0208799 0.0198682 0.00552058 0.00387988 0.00463649 internal_count=25985 18787 7198 5512 3487 2889 1686 2583 2365 15898 15802 1422 2246 2025 1894 15357 1467 14686 935 1789 2096 1993 364 192 1315 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=20 num_cat=0 split_feature=180 286 88 105 213 128 359 320 170 19 290 224 12 79 366 34 359 166 121 split_gain=0.00434476 0.0024027 0.00232583 0.00190155 0.00114294 0.00135167 0.00108117 0.000910359 0.000893 0.000744837 0.000546026 0.000321193 0.000319693 0.00018908 0.000110499 9.14647e-05 9.08588e-05 6.67537e-05 1.46224e-06 threshold=0.014739990234375002 -0.0062103271484374991 -0.033813476562499993 -0.010162353515624998 -0.029357910156249997 0.060180664062500007 0.019836425781250003 -0.023254394531249997 -0.041381835937499993 -0.050659179687499993 -0.072021484374999986 -0.046752929687499993 -0.027893066406249997 0.029357910156250003 -0.048950195312499993 0.034057617187500007 0.014770507812500002 0.021301269531250003 -0.0061492919921874991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 8 -2 11 9 15 -1 -4 -10 -6 -12 -13 -11 -3 -5 -14 -8 right_child=4 2 6 16 5 -7 18 -9 10 14 12 13 17 -15 -16 -17 -18 -19 -20 leaf_value=0 0 0 0 -0.018367186288756162 0 0 0 0 0 0 0 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0.0142116 0.010389 0.00719209 0.00420492 0.0178774 0.00367853 internal_count=25985 12948 8579 4369 13037 12128 6737 1842 3218 6253 2957 11489 2635 11041 5900 877 1151 2546 484 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=41 num_cat=0 split_feature=129 292 147 165 92 14 326 356 74 235 335 138 109 93 200 241 326 38 213 333 182 112 32 157 103 92 356 60 357 275 293 192 154 215 244 192 278 312 35 114 split_gain=0.00520083 0.0035639 0.00303068 0.00261589 0.0019138 0.00178936 0.00143818 0.00127689 0.00109602 0.000848094 0.00115922 0.000646298 0.000635301 0.000636747 0.000567319 0.000497553 0.000491926 0.000484306 0.000454004 0.00038481 0.000339197 0.000236186 0.000198527 0.000182004 0.000179636 0.000177464 0.000167154 0.000123628 0.000111944 0.000113015 9.87534e-05 9.8155e-05 8.14853e-05 6.57985e-05 2.92109e-05 2.13531e-05 1.20335e-05 1.16918e-05 6.10071e-06 3.70329e-06 threshold=-0.031616210937499993 0.011138916015625002 -0.0013771057128906248 -0.010955810546874998 0.015167236328125002 -0.036987304687499993 -0.024719238281249997 0.036010742187500007 0.0093078613281250017 -0.0022354125976562496 0.034790039062500007 0.015808105468750003 0.037719726562500007 -0.026916503906249997 -0.028991699218749997 -0.029968261718749997 -0.015808105468749997 -0.013336181640624998 0.032592773437500007 -0.038452148437499993 -0.012176513671874998 -0.015563964843749998 -0.070556640624999986 0.039184570312500007 0.00078201293945312511 0.0079650878906250017 0.023132324218750003 -0.034545898437499993 0.030456542968750003 -0.0026931762695312496 0.026428222656250003 -0.059448242187499993 0.014129638671875002 -0.016296386718749997 0.0044097900390625009 -0.013397216796874998 0.0011024475097656252 0.030944824218750003 -0.038940429687499993 0.019470214843750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 5 17 28 38 12 20 16 26 18 13 36 25 -15 -1 33 23 -17 -8 -19 -22 -6 -21 -5 37 31 29 -2 -24 -16 35 -3 -18 -26 -7 -11 -4 -12 right_child=1 4 6 14 11 7 8 -9 -10 10 39 -13 -14 15 27 19 34 21 -20 24 22 -23 30 -25 32 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0 0.027496766088592691 0 -0.0045301254126377134 0 0.060812333506276829 -0.0066813701259736862 0 0 0 -0.053751023506528432 0 0 0 0 0 0 0.044055222311001008 0 0 0 0 -0.042761887521967065 0.066004522058160167 0 -0.06468834427352102 0.042324231797783732 0 0 0 0 0 -0.027353211086203002 0 0.014214720394390685 0 0 0 0 0 0.0044326884105587517 leaf_weight=0.0013262272913721063 0.0029753419111671064 0.0026536505264971311 0.0029727412544815479 0.001007744744640604 0.0097412190673935584 0.0026956071683628116 0.0011229308739189028 0.0052438100887002284 0.0045354485548898529 0.0069220237697464881 0.0011601373157645875 0.0014682157680852024 0.0019481763514477271 0.0019839317123455649 0.0011862734262564345 0.001074764628882007 0.0036912416109089454 0.0010364665230468972 0.0010486439814201285 0.0011968953322423195 0.0010103295607848351 0.0043105364621283115 0.021130037048010312 0.0011705891017754775 0.031939279754936926 0.0043353145218247846 0.0010468831305558987 0.0031456014758646234 0.0013282307975828189 0.0010455353817633286 0.0010058171905598092 0.0029642132151792566 0.001078502410678083 0.0032563912780574356 0.0017398561784034428 0.0011782296850526624 0.0017552306638322079 0.0012674607921780989 0.0024393048644810724 0.0018847287659582435 leaf_count=48 133 188 504 54 1060 703 160 896 710 1676 104 206 131 128 138 118 128 92 57 210 146 950 3609 194 9406 662 54 412 312 111 110 1008 180 98 63 344 208 35 479 160 internal_value=-0.000200272 -0.0153584 0.0237866 -0.0278432 0.0138578 -0.0376569 0.0419966 -0.0438937 0.0509351 -0.00217725 -0.0232142 0.0415662 -0.0493621 -0.0519167 0.00501778 -0.0563288 0.0169999 -0.00775653 0.0498016 -0.0590083 0.0594209 -0.0321312 0.0620377 0.0559877 -0.0607984 0.0334864 -0.0444028 0 0 0.0166855 0.0641407 -0.0172587 -0.0622764 0 0.0355714 -0.0634764 0 -0.0492722 0 0 internal_weight=0.146024 0.0927684 0.0532552 0.0680827 0.0246857 0.0554435 0.0342166 0.0500944 0.0288046 0.0190386 0.0122812 0.0134287 0.0448506 0.0429024 0.0126391 0.0384516 0.00675733 0.011257 0.0119605 0.0364677 0.0242691 0.005347 0.0231462 0.0109118 0.0353929 0.00534306 0.00923637 0.00729609 0.00534911 0.00402088 0.0221359 0.00415049 0.034196 0.00591004 0.0054311 0.0331175 0.00445084 0.00818948 0.00541205 0.00304487 internal_count=25985 17999 7986 15154 2845 12880 5718 12324 4735 2268 2029 1517 11428 11297 2274 10386 239 1328 1311 10258 4025 1042 3865 1254 10140 716 1765 1558 556 244 3719 1146 9930 286 191 9750 911 1711 983 264 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=28 num_cat=0 split_feature=143 45 254 46 136 312 214 96 206 339 79 189 61 203 126 290 308 184 179 174 135 345 203 30 104 70 105 split_gain=0.00397858 0.00404879 0.00326905 0.00235907 0.00230518 0.00110793 0.00110714 0.0010167 0.000989789 0.000837869 0.000757514 0.000466027 0.000453458 0.000450851 0.000406585 0.000391986 0.000355307 0.000312579 0.000301727 0.00027156 0.00024481 0.000203902 0.000143139 0.000117423 0.000110793 0.000108553 0.000105168 threshold=-0.0050506591796874991 -0.027160644531249997 0.0002813339233398438 -0.0063018798828124991 -0.044799804687499993 0.062744140625000014 0.024108886718750003 -0.011810302734374998 0.046264648437500007 0.036743164062500007 -0.022644042968749997 0.0011024475097656252 -0.022277832031249997 0.027282714843750003 0.014129638671875002 -0.014495849609374998 -0.0031967163085937496 0.028137207031250003 0.038940429687500007 -0.034057617187499993 0.017028808593750003 -0.013519287109374998 -0.014862060546874998 0.022888183593750003 -0.011138916015624998 -0.027893066406249997 -0.047241210937499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 11 7 20 10 9 15 21 13 -4 12 -2 14 17 -3 23 25 26 -12 24 -1 -22 -9 -5 -6 -14 right_child=2 3 5 4 6 -7 -8 16 -10 -11 19 -13 18 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 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internal_value=-0.000413084 0.0119111 -0.0285162 0.0243816 0.0363694 -0.0513941 0.0481801 -0.00275801 -0.0343728 0.0535497 -0.0588198 0.00338418 0.021207 0.0580407 0.0607399 -0.0343657 0.0130589 0.063025 0.0327064 -0.06549 0 -0.0524247 0.00353207 0.0300838 -0.0237743 0.0657919 0.0411193 internal_weight=0.108698 0.0723766 0.0363217 0.0592066 0.0443581 0.0235029 0.0352064 0.0148485 0.01317 0.0323609 0.0211456 0.0128188 0.00977973 0.0300339 0.0286458 0.00766754 0.00718096 0.0276299 0.00835074 0.0188238 0.00915166 0.00926308 0.00492922 0.00527899 0.00422244 0.0260769 0.00706775 internal_count=25985 15032 10953 10619 8424 8342 6192 2195 4413 5673 7615 2611 1677 5132 4912 1444 751 4756 1292 7190 2232 3540 1057 442 1175 4585 1137 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=28 num_cat=0 split_feature=17 351 61 303 164 121 99 94 318 249 312 73 19 327 30 188 85 363 245 359 366 318 363 366 363 215 135 split_gain=0.00360477 0.00251338 0.0022335 0.00127038 0.00123384 0.0012259 0.000918077 0.000785634 0.000666761 0.000577702 0.000781809 0.000567725 0.00039806 0.00037547 0.000354186 0.00031405 0.000283327 0.000260445 0.000147576 0.000123187 0.000114208 0.000104813 5.61537e-05 3.99993e-05 6.27545e-05 3.83493e-05 2.78722e-05 threshold=0.012908935546875002 -0.71289062499999989 -0.0076446533203124991 -0.021057128906249997 -0.0003347396850585937 0.016662597656250003 0.028259277343750003 -0.049682617187499993 -0.0069122314453124991 -0.012237548828124998 0.0044708251953125009 0.0036697387695312504 -0.026062011718749997 0.042846679687500007 0.012420654296875002 0.047973632812500007 0.0002794265747070313 0.039916992187500007 0.0062713623046875009 -0.033813476562499993 -0.0025711059570312496 0.011383056640625002 0.016296386718750003 -0.014434814453124998 0.010162353515625002 -0.030578613281249997 0.035766601562500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 9 -4 23 7 8 -6 -5 10 25 13 -10 16 20 -9 -1 -12 26 -18 -13 -11 -16 -3 -25 -2 -14 right_child=2 4 3 6 5 -7 -8 15 12 21 17 14 18 -15 22 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=0 0 -0.0058442103850799973 0 0 0 0 0 -0.063772874169798835 0 0 -0.046924197585917843 -0.035430453618017062 0.065907364631656071 0 0 0 0 0 0 0.045961692136092018 0 0.028271990875643156 0.014855569299382795 0 0.017747570406020551 0.011012449828067948 0 leaf_weight=0.0013326812155582957 0.001588625409397082 0.0029723939593537807 0.0020901110826088134 0.0022553216669152212 0.0029603750483317938 0.0036286116603463361 0.0015745207386004259 0.018630068530583802 0.0011122032833412688 0.0011402770870461145 0.0065195763395848871 0.0037443856704868494 0.017702011433385682 0.0013701052750434437 0.0012571053331242865 0.0010531886400428894 0.0010802079309542032 0.0010120309716512566 0.0010505785129595316 0.0067298304107339382 0.0010651911544812265 0.0036185306729947797 0.0025444670216501208 0.0011395174790465026 0.0029399338119588947 0.0031621813141669008 0.0010423473513299078 leaf_count=297 644 1068 1353 566 487 684 530 8217 196 225 3408 1008 3445 337 148 199 271 211 123 521 216 220 170 334 214 283 610 internal_value=0 -0.0173435 0.0214965 0.0398521 -0.0347211 -0.0447077 0.0472857 -0.0534833 0.0527664 0 -0.0178941 0.00620383 0.05834 0.0246673 -0.00138296 -0.0607439 0.0333217 -0.0394995 0.0616107 0.0407747 -0.0272 0.0196858 0 0 0.0085536 0 0.0639325 internal_weight=0.0963164 0.0524481 0.0438683 0.0268271 0.0333241 0.0262722 0.024737 0.0226436 0.0231625 0.0170412 0.0122824 0.019124 0.0209071 0.0105128 0.00861115 0.0196833 0.00914272 0.00753161 0.0197949 0.00781004 0.00480958 0.00475881 0.00380157 0.00705185 0.00407945 0.00475081 0.0187444 internal_count=25985 14171 11814 6823 11203 9587 5470 8903 4940 4991 4546 2968 4374 1426 1542 8416 1089 3619 4178 792 1224 445 318 1616 548 927 4055 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=25 num_cat=0 split_feature=291 331 128 84 136 217 335 128 69 94 150 287 135 250 33 2 209 157 316 136 50 164 2 240 split_gain=0.0034017 0.00359011 0.00136546 0.00152716 0.00107973 0.00103914 0.000828543 0.000720658 0.000584362 0.000559224 0.000485182 0.000444388 0.000443879 0.000350031 0.00027965 0.000248433 0.000205328 0.000161524 0.000182818 0.000135217 0.000115438 0.000224364 5.35251e-05 4.48437e-06 threshold=-0.00040626525878906245 -0.062744140624999986 0.011749267578125002 -0.021911621093749997 -0.027404785156249997 -0.021423339843749997 0.039916992187500007 -0.0035476684570312496 0.036010742187500007 0.020324707031250003 -0.072998046874999986 0.041625976562500007 0.028503417968750003 0.014556884765625002 -0.0079040527343749983 0.0036926269531250004 -0.016296386718749997 0.053100585937500007 -0.029968261718749997 -0.068603515624999986 0.043334960937500007 0.037719726562500007 0.056274414062500007 -0.023742675781249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 20 7 -3 12 -2 9 10 -7 15 14 23 -5 -9 -17 18 -12 -20 21 -4 -16 -1 right_child=4 5 3 6 -6 8 -8 11 -10 -11 17 -13 -14 -15 22 16 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0 0 0 -0.028475785902580899 0 0 0 0 0 0 0 0 0 0 0 0.060832084034269443 0 0.064461934866314796 0 0 -0.066776266534211329 0 0 0 -0.042232020137733278 leaf_weight=0.0010064872137647285 0.001084487724156701 0.0026814717898631093 0.0041905680375862167 0.0012318845500445255 0.0024846148981367824 0.0010643371369027889 0.0014417644528208476 0.0010101588995325974 0.0018734725939282262 0.0011304551031798829 0.001062444909678102 0.0014490500187491753 0.0013256222023443334 0.0016069434251591019 0.012317857419425596 0.0010001345416981141 0.01367737707933259 0.001015230201765859 0.0010523699437356903 0.0153210208377388 0.0019222832999616912 0.0014896527918324409 0.0010331429607290934 0.0036340419795095604 leaf_count=392 1103 633 3189 264 653 121 353 141 541 160 480 188 368 640 1098 57 1271 482 247 9636 122 277 33 3536 internal_value=0.00200739 -0.00891123 0.0106473 0.0239016 0.037968 -0.0382358 0.041253 0.0472303 -0.0457985 -0.0507038 -0.0548302 0.0528432 0.048753 -0.0216796 0.0538266 0.0577374 0.0610926 -0.0586747 -0.0611214 -0.0639522 0 -0.0142558 0.0580869 -0.0372431 internal_weight=0.0771069 0.0564011 0.0312002 0.0249528 0.0207058 0.0252008 0.0173503 0.0182212 0.0225193 0.0206459 0.0195154 0.0171367 0.0159085 0.00624747 0.0145829 0.0156877 0.0146775 0.0184511 0.0174358 0.0163734 0.0076025 0.00568022 0.013351 0.00464053 internal_count=25985 22572 10272 5704 3413 12300 2116 2760 11667 11126 10966 1657 1763 4568 1395 1469 1328 10845 10363 9883 3588 3466 1131 3928 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=17 num_cat=0 split_feature=197 180 355 286 102 304 195 349 238 290 121 286 366 220 353 230 split_gain=0.00368387 0.00265248 0.00239274 0.00155262 0.00144985 0.000943091 0.000792153 0.000655372 0.000404868 0.000263251 0.00022649 0.000222481 6.8173e-05 0.000146292 4.77579e-05 0.000114714 threshold=-0.025817871093749997 0.014190673828125002 0.0067291259765625009 -0.012420654296874998 0.011505126953125002 -0.031860351562499993 0.060180664062500007 -0.031372070312499993 -0.0018310546874999998 -0.034790039062499993 -0.028137207031249997 -0.017517089843749997 -0.029602050781249997 0.0087585449218750017 0.0075378417968750009 0.0090637207031250017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 12 5 -2 14 -4 10 -9 -7 -8 13 -1 -3 -16 right_child=1 6 7 -5 -6 8 11 9 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.021658350531101565 0 -0.0047085152397046423 0.013055394738870608 -0.061652155935419797 0 0 0 -0.044444508978283698 0 0 0.065183880116383638 -0.052234543737584016 -0.014332853738444444 0 0.020375236275181414 0 leaf_weight=0.0033533636440381542 0.0011408189953243655 0.0021226329963752733 0.0029686686557468533 0.011262251254578359 0.0035214949099966466 0.0011565829374262605 0.0010984355770915499 0.0044369166131872362 0.0012490213231899387 0.0017855435980038692 0.0201295460045543 0.0054188969387141128 0.0027825613664731455 0.0011779300765795142 0.0038001953317206016 0.0010680890957246447 leaf_count=396 381 1249 396 9344 925 124 162 1787 297 457 3175 5044 819 204 634 591 internal_value=0 0.0138397 0.0293954 -0.0383228 0.0450863 0.0542908 -0.0185314 -0.00302505 0.0592891 -0.0313916 0.0625433 -0.0439002 0 0.00492933 0 0.00940389 internal_weight=0.0684729 0.0498968 0.0363886 0.0185761 0.0271975 0.023676 0.0135082 0.00919113 0.0225352 0.00622246 0.0212861 0.00651733 0.00731386 0.00453129 0.00699092 0.00486828 internal_count=25985 15222 7542 10763 4902 3977 7680 2640 3596 2244 3299 5206 1419 600 2474 1225 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=37 num_cat=0 split_feature=339 356 186 165 133 280 182 70 333 141 99 263 253 146 340 287 158 146 162 50 340 209 47 182 165 347 291 350 336 63 241 311 262 356 183 246 split_gain=0.00505974 0.00369241 0.00365471 0.00244675 0.00211079 0.00190356 0.00129174 0.00124557 0.000986099 0.000855574 0.000833367 0.000816547 0.000804697 0.00070739 0.000555209 0.000824251 0.00046536 0.000379111 0.00032773 0.000281014 0.000273612 0.000241714 0.000196531 0.00016966 0.000159072 0.000145318 0.000126733 0.000125808 0.000120757 8.25204e-05 7.24313e-05 6.86324e-05 4.78281e-05 3.70638e-05 2.00773e-05 4.06867e-06 threshold=-0.0076904296874999991 -0.0023574829101562496 -0.050415039062499993 -0.017150878906249997 -0.035522460937499993 0.00073623657226562511 0.046752929687500007 -0.022277832031249997 -0.0013465881347656248 -0.054077148437499993 0.017272949218750003 -0.055541992187499993 -0.017395019531249997 -0.040405273437499993 -0.013946533203124998 0.026916503906250003 -0.016540527343749997 -0.048461914062499993 -0.034545898437499993 0.037475585937500007 -0.0075836181640624991 0.023376464843750003 -0.037719726562499993 -0.0036087036132812496 -0.0035476684570312496 0.029479980468750003 -0.018249511718749997 -0.034545898437499993 0.0071258544921875009 -0.015563964843749998 -0.036499023437499993 0.23193359375000003 0.0085754394531250017 -0.0021743774414062496 -0.0056915283203124991 0.046020507812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 7 4 31 8 12 23 -3 24 17 16 -6 -13 32 -16 -7 -10 -14 21 -15 27 -19 -2 -1 30 -21 -11 -24 35 -20 34 -5 -17 -4 -9 right_child=2 5 3 14 6 11 -8 29 10 19 -12 13 18 20 15 33 -18 22 25 26 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.048503131311993838 0 0 0 0.037210629984700642 0 -0.041761314538723504 0 0.004118900505609235 0 0 0 0 0 0.049801979624075232 -0.045857702302314958 0 0 0 0 0 0 0 0.066561021309625837 0.054929538157357342 0 0 -0.029733847930003249 0.035762816325078876 0 -0.01547124655472327 -0.070203312601729781 0.016353105131022571 0 0.010911841285063216 -0.0094492215041131044 0 leaf_weight=0.0061049530348782355 0.0010179296775731927 0.0053700287746778477 0.0015194694629485639 0.0037870949985716615 0.0034679543646802804 0.0044419383937395196 0.0028873514447411699 0.0023982029912872349 0.0010564343755845541 0.0010133398580762787 0.0015577242622271106 0.0013466867043803185 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internal_weight=0.136612 0.0664803 0.0701318 0.0554665 0.0420687 0.04868 0.0357342 0.0146653 0.0334047 0.0178003 0.0280347 0.0152754 0.0328469 0.00878007 0.0133978 0.0085729 0.00649528 0.0264769 0.0293789 0.0106553 0.00743339 0.00672879 0.0254205 0.00757809 0.007145 0.0283669 0.00392649 0.00505199 0.0239852 0.00708717 0.0273613 0.00633446 0.00482491 0.00427932 0.00376806 0.00363964 internal_count=25985 9730 16255 14660 12160 6901 11806 1595 5027 2829 4673 1874 11473 1095 2500 1920 779 4415 11060 1484 832 636 4302 675 1345 10875 848 487 4137 920 10836 354 580 675 232 446 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=26 num_cat=0 split_feature=58 206 4 127 226 371 175 169 100 206 187 307 165 203 76 296 179 334 236 196 127 194 170 328 165 split_gain=0.00373641 0.00301462 0.00192815 0.00148478 0.00128042 0.00122853 0.00108932 0.000968184 0.000954602 0.000939809 0.000735955 0.000598876 0.000481833 0.000465447 0.000426374 0.000369303 0.000304493 0.00029434 0.000242812 0.000242028 0.000191779 0.000152642 6.39158e-05 3.52474e-05 1.48037e-05 threshold=0.026428222656250003 0.033813476562500007 0.0034713745117187504 -0.014373779296874998 0.067138671875000014 0.0093078613281250017 -0.022521972656249997 0.024719238281250003 -0.0079040527343749983 0.069580078125000014 -0.070068359374999986 0.0086975097656250017 -0.016906738281249997 0.019714355468750003 -0.091552734374999986 0.0011177062988281252 -0.014984130859374998 -0.049926757812499993 0.012664794921875002 -0.012176513671874998 -0.0069732666015624991 0.015808105468750003 -0.036499023437499993 0.0088806152343750017 -0.070556640624999986 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 22 9 7 11 13 19 14 -8 -1 21 17 -4 -12 -10 -5 -18 20 -2 -13 -3 -21 -16 right_child=1 3 4 5 -6 -7 10 -9 16 -11 15 12 -14 -15 24 -17 18 -19 -20 23 -22 -23 -24 -25 -26 leaf_value=0 0 0 0 0 0 0 0 0 0 0 -0.054966055871095425 0.050494369170535881 0 0 0 0 0 0.063852246257153022 -0.048990086886523856 -0.011720688592502318 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0.0061798095703125009 0.0039825439453125009 0.022277832031250003 -0.037231445312499993 0.016052246093750003 -0.013519287109374998 0.0057525634765625009 -0.040649414062499993 0.015228271484375002 0.13818359375000003 0.031860351562500007 0.0025253295898437504 0.031372070312500007 -0.039184570312499993 -0.024353027343749997 -0.00017356872558593747 0.12744140625000003 -0.070068359374999986 0.0088195800781250017 0.010589599609375002 -0.046508789062499993 -0.036254882812499993 0.066162109375000014 -0.0003347396850585937 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 19 6 8 25 13 -6 26 -2 12 -8 23 -11 17 -12 -7 -10 20 -3 -22 -20 -5 -21 -1 -4 right_child=2 3 9 7 5 15 11 -9 18 14 16 -13 -14 -15 -16 -17 -18 -19 22 24 21 -23 -24 -25 -26 -27 -28 leaf_value=0.0099467964975979949 0 0 0 0 0 0 -0.059426491074559287 0 0 0 0 0 0 0 0.041808059508626552 0 -0.063450014228780022 -0.035659260490605214 0 0.022899134319224475 -0.029146494849493977 0 0.055573855869821304 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0.0444918 0 -0.00779617 -0.0210744 0.0510047 0.0637562 0.0172134 0 -0.012783 internal_weight=0.0896321 0.0642561 0.025376 0.0308974 0.0333587 0.0174689 0.0158898 0.0192971 0.0102379 0.00966816 0.0157079 0.0110939 0.0100793 0.01787 0.00594767 0.00723102 0.0145832 0.00575489 0.00874067 0.0116002 0.00774143 0.00522709 0.00754852 0.0168175 0.00385882 0.00479593 0.00372049 internal_count=25942 16257 9685 5766 10491 3291 7200 3641 980 1914 7771 5747 5563 3459 920 2311 7632 2192 784 2125 1817 1293 609 3361 308 1453 994 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=20 num_cat=0 split_feature=74 33 307 220 97 328 357 362 78 8 315 305 247 269 183 138 314 295 93 split_gain=0.00309595 0.00382619 0.00266877 0.00139354 0.00135949 0.000615531 0.000576733 0.000525646 0.000492015 0.000544305 0.00038201 0.000288268 0.000281063 0.000228673 4.46245e-05 9.26427e-05 3.4366e-05 1.00171e-05 4.94808e-06 threshold=-0.0029678344726562496 0.054565429687500007 0.019958496093750003 0.045776367187500007 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0.001024913516964431 0.0010440676843188603 0.017464781680018866 0.0024281544728310678 0.0029801935538245053 0.017954071579367795 0.0055870923074223802 0.0021528343691912255 leaf_count=195 50 580 276 322 843 732 183 423 686 233 5221 114 239 11666 958 254 1677 831 459 internal_value=0.00139304 -0.0169094 0.0243515 0.0384295 -0.0359691 0.0479074 0.0546529 0.0383737 -0.0477211 -0.0520417 -0.0271779 0.0587461 -0.0560944 -0.0589622 0 0.00975161 0.0615545 0.0499486 0 internal_weight=0.0713979 0.0366064 0.0347915 0.0292888 0.0289536 0.024918 0.0212074 0.00765286 0.0224188 0.0206674 0.00550275 0.0200262 0.0195188 0.0184748 0.00653481 0.00410665 0.0190013 0.00662385 0.00437075 internal_count=25942 16908 9034 3537 15074 2756 2024 1834 13667 12824 5497 1841 12138 11899 1407 449 1727 1254 781 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=20 num_cat=0 split_feature=61 110 170 180 151 304 180 287 162 286 37 33 63 275 286 35 220 220 364 split_gain=0.00333505 0.00208873 0.00178609 0.0010053 0.000998325 0.000746546 0.000549842 0.000568826 0.000461131 0.000399332 0.000268925 0.000307109 0.000262092 0.000108667 0.000105241 7.02909e-05 5.49228e-05 5.26002e-05 4.16873e-06 threshold=-0.023132324218749997 -0.0031051635742187496 -0.030212402343749997 0.020935058593750003 -0.030212402343749997 -0.024719238281249997 0.014190673828125002 -0.0096740722656249983 -0.016540527343749997 -0.036254882812499993 0.043334960937500007 -0.024719238281249997 0.025329589843750003 0.025695800781250003 -0.012969970703124998 0.0054473876953125009 0.0087585449218750017 0.0011253356933593752 0.010772705078125002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 10 5 -3 -4 7 -2 -7 -6 11 -1 -11 17 16 -10 -9 -8 -12 right_child=1 4 3 -5 9 8 13 14 15 12 18 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0 0.04160925099265525 0 0 0 0 0 0 0.016821293173299914 0.065146387389743335 -0.062796855977059307 0 -0.038300105742546386 0 0 -0.01624047925905377 0 0 -0.037322323478722788 0.0044328559020202878 leaf_weight=0.0010744433764955374 0.0049443958832569024 0.0030077772958492224 0.0010603737457302023 0.002687554087742682 0.0010171227140745023 0.0010153695284031974 0.0010248229964489033 0.0027531954296762251 0.01354938391062888 0.01369659016413749 0.0010264718153365493 0.0039355685220456849 0.0010103189212316019 0.001000037429406575 0.0031187922874735818 0.0010570603510160472 0.0010584206520576345 0.0030431070910239555 0.0021214514462286616 leaf_count=83 382 897 38 561 156 153 307 215 2745 13996 354 1346 80 731 1497 115 185 1763 338 internal_value=0 -0.0215237 0.0247214 0.0423083 -0.0446919 0.0517782 0 0.0155521 0.0578001 -0.054903 -0.00125094 -0.0232233 -0.0591129 -0.0227642 0 0.0623602 0.00776477 -0.0302114 0 internal_weight=0.0632023 0.0356746 0.0275277 0.0193697 0.0187318 0.0166822 0.0169428 0.0118748 0.0156218 0.015724 0.00815794 0.00501001 0.0147069 0.00506797 0.00693041 0.0146064 0.00381162 0.00406793 0.00314792 internal_count=25942 20209 5733 3612 15129 3051 5080 2279 3013 14232 2121 1429 14076 2801 1897 2860 400 2070 692 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=36 num_cat=0 split_feature=203 327 246 204 204 53 50 165 363 145 50 54 48 41 52 3 77 297 360 235 74 326 297 147 95 50 169 378 160 230 203 165 292 83 155 split_gain=0.00565383 0.00286773 0.0026589 0.00199693 0.00158783 0.00130324 0.00120709 0.00114273 0.000978858 0.0012196 0.00092444 0.000733505 0.000681387 0.000648734 0.00060537 0.00056108 0.000502626 0.00032614 0.000309907 0.000307962 0.000298151 0.000284187 0.000240714 0.000184675 0.000200348 0.000155708 0.000127233 0.000126175 7.96482e-05 7.95414e-05 6.78697e-05 2.13055e-05 3.85774e-05 1.67486e-05 1.7409e-06 threshold=0.0028305053710937504 0.037475585937500007 0.046752929687500007 0.024719238281250003 -0.012969970703124998 -0.065185546874999986 0.054565429687500007 -0.00063133239746093739 0.036499023437500007 -0.0050201416015624991 0.025451660156250003 -0.018005371093749997 0.044311523437500007 -0.041870117187499993 0.012725830078125002 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Tree=485 num_leaves=28 num_cat=0 split_feature=282 266 205 158 91 252 281 213 194 214 46 73 97 99 226 126 18 293 325 352 97 207 302 213 114 325 114 split_gain=0.00319396 0.00310097 0.00195001 0.00189431 0.00160257 0.00108741 0.000856374 0.000820666 0.000828096 0.000571378 0.000389256 0.000360574 0.000328274 0.00029327 0.000235492 0.000228738 0.000175581 0.000174084 0.00022394 6.32716e-05 3.47286e-05 3.01565e-05 5.94391e-05 2.74923e-05 2.54831e-05 2.49253e-05 1.47015e-05 threshold=0.0013542175292968752 0.028381347656250003 0.0093078613281250017 0.0052947998046875009 -0.0041656494140624991 -0.021301269531249997 0.0030136108398437504 -0.0093688964843749983 0.019470214843750003 0.014862060546875002 0.0093078613281250017 0.027526855468750003 0.0096740722656250017 -0.069091796874999986 0.065185546875000014 -0.0046539306640624991 0.014801025390625002 -0.0046234130859374991 -0.028503417968749997 -0.054809570312499993 1.0000000180025095e-35 0.036499023437500007 -0.032104492187499993 0.040649414062500007 0.017761230468750003 -0.0049285888671874991 -0.018859863281249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 13 17 -6 11 20 15 16 -8 12 -4 -1 26 -9 23 25 -19 -20 -3 22 -5 -7 -23 -2 -15 right_child=4 7 6 21 5 9 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 24 -24 -25 -26 -27 -28 leaf_value=0 0.010082481920299917 -0.011611293503581969 -0.044630229042939756 0 0 0.062270899303271655 0 0.052800327487937698 0 0 0.042130789311908286 0 0 0 0 0 0 0 0 -0.034754137628543048 0 0.00992522302519111 -0.017884180954393758 0 0 0 -0.068468776156035346 leaf_weight=0.0016598475676516946 0.0025263617245485648 0.0025758646404199217 0.0052480124979155107 0.0012865280340292884 0.0039029300248358814 0.013813045114829947 0.0011268725672124455 0.0086484585558253002 0.003284611707613295 0.0023527308757707024 0.0050092407211792533 0.0023816582492486305 0.0017119383420265422 0.0010796526918284135 0.0013732505095020988 0.0010212753058738153 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10942 10593 2544 2701 2471 1809 1539 1455 918 618 2570 300 662 10258 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=25 num_cat=0 split_feature=320 206 11 196 363 103 175 318 215 242 165 11 146 2 261 327 244 59 366 12 280 128 129 210 split_gain=0.00274322 0.00203063 0.00177307 0.00138953 0.00112997 0.000966513 0.00102209 0.000768258 0.000703026 0.000679697 0.000614623 0.000518881 0.000439734 0.000372609 0.000358386 0.000294334 0.000254134 0.000236252 0.000327036 0.000117593 0.00011271 4.86648e-05 1.99516e-05 8.12334e-08 threshold=0.0070648193359375009 0.048461914062500007 0.0050201416015625009 -0.019714355468749997 0.016540527343750003 0.046752929687500007 0.0020370483398437504 0.049926757812500007 -0.047729492187499993 0.081298828125000014 0.0079650878906250017 -0.042114257812499993 -0.026794433593749997 0.041625976562500007 0.041625976562500007 0.054809570312500007 -0.036254882812499993 -0.045776367187499993 -0.012054443359374998 0.040405273437500007 0.014068603515625002 0.067138671875000014 -0.011810302734374998 0.12304687500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 20 9 6 8 11 -5 -3 13 -2 -4 15 21 19 -11 18 -6 -10 22 -13 -1 -19 right_child=7 4 12 5 17 -7 -8 -9 10 16 -12 14 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 leaf_value=-0.021821385526267421 0 0 0 0 0 0 0 0 0.064286454113418504 0 0 -0.061906041348018914 -0.033372738732182203 0 0 0 -0.054266494807158755 0 0.037523922404302829 0 0 0 0 -0.00065017318923212626 leaf_weight=0.0027859701423409433 0.0010852496280122628 0.0011711734948391958 0.002998706507170823 0.0021742719088422248 0.0010788151856075956 0.0025843705582815337 0.0028340799648276507 0.0023879062496021666 0.022520322111304839 0.001003404007619225 0.0011764569020016316 0.010096425527827083 0.0049718371657547777 0.001906705199182567 0.001046556603029102 0.0011849588856165374 0.0084717618460743438 0.0010427123905003555 0.0040004781401421496 0.0011196401685111814 0.0020870214655559494 0.0010148505560749763 0.0010094091167331945 0.001921639885267723 leaf_count=818 253 72 690 565 180 316 479 1136 3836 128 152 8673 2174 539 476 282 3366 152 415 217 166 242 146 469 internal_value=0 0.00913727 0.0209575 0.0304091 -0.015186 0.0383321 0.0433398 -0.0373035 0.0489393 -0.0382912 0.0532312 -0.0471443 -0.0119594 0.0564641 -0.0533644 0.0598595 -0.0486291 0 0.0215668 0.062348 0 -0.058639 -0.0172326 0 internal_weight=0.0836747 0.0680437 0.0493538 0.0413832 0.01869 0.0355008 0.0329164 0.015631 0.0300824 0.0106463 0.0279081 0.0132431 0.00797054 0.0267316 0.0121578 0.0248249 0.00947517 0.00804365 0.00507929 0.02364 0.0058824 0.0111113 0.00379538 0.00296435 internal_count=25942 15162 10380 7516 4782 6386 6070 10780 5591 3566 5026 9644 2864 4874 9391 4335 3494 1216 595 4053 1130 8915 964 621 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=20 num_cat=0 split_feature=74 33 325 209 97 42 127 47 207 239 199 170 240 158 152 207 256 117 120 split_gain=0.00260892 0.00328608 0.00267315 0.00120133 0.000834704 0.000741418 0.000638379 0.000500241 0.00048456 0.000443769 0.00039017 0.000329172 0.000429635 0.000260338 0.00028615 0.000142288 8.364e-05 1.40794e-05 3.05192e-06 threshold=-0.0099792480468749983 0.051147460937500007 0.00025367736816406255 -0.017639160156249997 -0.043334960937499993 1.0000000180025095e-35 -0.010345458984374998 -0.041625976562499993 0.048950195312500007 -0.0064849853515624991 -0.029968261718749997 -0.046997070312499993 -0.039184570312499993 0.017883300781250003 0.016784667968750003 0.0016212463378906252 -0.046752929687499993 0.014678955078125002 -0.044799804687499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -5 18 -6 11 13 -3 -9 -13 14 16 -8 -7 -12 -2 right_child=2 10 3 5 7 9 15 8 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=0 0.0037155371847601214 0 0 0 0 0 0 0 0 0 0 0 -0.067930747891161991 0 0 -0.043855794054077878 0.063986791725056585 0.049226701011318839 0 leaf_weight=0.002969576432832354 0.0022106790304405877 0.0011897664255045015 0.0022102431921382495 0.0028953271374589909 0.0010198931167550987 0.0012031165234276343 0.0010021249520235642 0.002512321440377714 0.0012189023154647307 0.0013478827688260279 0.0010235425424909286 0.0014206882875242811 0.013411366168639924 0.0013346595325600666 0.0010576377436422027 0.0051920436215020516 0.017227462298862406 0.0046181050571192372 0.0018847905526797604 leaf_count=569 219 865 619 546 351 90 627 1531 117 148 318 374 10486 91 104 6045 1725 764 353 internal_value=0.00133573 -0.0188063 0.0205188 0.0384704 -0.0400113 0.0457136 -0.0145535 -0.0476435 -0.0516148 0.0519331 0.0323482 -0.0559526 -0.062313 0.0555405 0.0585627 -0.0371814 0.0614952 0.0442569 0 internal_weight=0.0669501 0.0293842 0.037566 0.0272763 0.0225527 0.0250661 0.0102896 0.0195832 0.0185633 0.0221708 0.00683141 0.0173444 0.0148321 0.0208229 0.0194882 0.00619417 0.0184306 0.00564165 0.00409547 internal_count=25942 15375 10567 3323 13428 2704 7244 12859 12508 2158 1947 12391 10860 2010 1919 6672 1815 1082 572 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=19 num_cat=0 split_feature=353 220 359 366 244 359 225 239 338 22 230 218 299 75 193 148 286 260 split_gain=0.00280278 0.00184769 0.0018417 0.000784833 0.000551191 0.000469026 0.000537452 0.00049129 0.000378583 0.000393761 0.000335115 0.000304936 0.000264036 0.000251314 0.000221357 8.08029e-05 5.30983e-05 2.05185e-05 threshold=0.015563964843750002 0.0014152526855468752 0.0011711120605468752 -0.045532226562499993 -0.0070648193359374991 -0.014007568359374998 -0.020446777343749997 -0.024230957031249997 -0.012481689453124998 -0.028381347656249997 0.010894775390625002 -0.015808105468749997 -0.0039825439453124991 0.046997070312500007 0.0074310302734375009 0.021545410156250003 -0.0094909667968749983 -0.045288085937499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 16 -8 9 -4 17 -6 -10 -5 15 -14 -7 -9 right_child=1 5 8 13 11 6 7 10 12 -11 -12 -13 14 -15 -16 -17 -18 -19 leaf_value=0 0 -0.031006712682009649 0 -0.064342033649641264 0 0 0 0 0 -0.035349901125279519 0 0.059841156077132529 0.040795852013374774 0 0 0 -0.014798822251863315 0.050417545096166631 leaf_weight=0.0018719836400293852 0.0021252284710868716 0.004279058667599144 0.0017654829593780627 0.010881911687157242 0.001051262452932634 0.00108210944903675 0.001170110140584768 0.0010017418032646219 0.0013791081897025492 0.0046681187548500702 0.001115063952248363 0.010833482735229438 0.0045376411212600942 0.001005027569192408 0.001117143019811806 0.0010181513674325515 0.0026983865518630515 0.0056492573459223667 leaf_count=775 434 2589 494 11929 263 135 430 133 358 1828 313 2725 400 484 243 273 1720 416 internal_value=0 0.0194721 -0.024002 -0.0502112 0.0464539 0 0.00673179 0.0256751 0 -0.0171658 0.037298 0.0548419 0.0153209 -0.0598202 0.0260562 0.0348406 -0.00398323 0.0461327 internal_weight=0.0592503 0.0310057 0.0282446 0.0137589 0.01401 0.0169957 0.0127167 0.00893617 0.0144856 0.0064336 0.00776606 0.0118847 0.00805204 0.0118869 0.00667294 0.00555579 0.0037805 0.006651 internal_count=25942 9158 16784 13188 3422 5736 3147 1292 3596 2322 862 2988 1274 12413 916 673 1855 549 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=34 num_cat=0 split_feature=203 290 186 246 141 10 145 301 145 19 64 300 82 150 278 15 147 266 73 191 138 257 296 349 10 369 219 185 73 380 48 346 95 split_gain=0.00489983 0.00387547 0.00220137 0.00167656 0.00131941 0.00109129 0.00107534 0.000885724 0.000879051 0.000844321 0.00079173 0.000707489 0.000573303 0.000462385 0.00046664 0.00045722 0.000412713 0.000334432 0.000308176 0.00030207 0.000275936 0.000207534 0.000185606 0.000165262 0.000150646 0.000118102 8.29006e-05 6.48039e-05 5.9461e-05 4.85949e-05 4.5239e-05 7.18754e-06 2.74338e-06 threshold=0.014068603515625002 -0.053588867187499993 -0.041381835937499993 0.049926757812500007 -0.036743164062499993 0.044555664062500007 0.0096130371093750017 -0.053588867187499993 -0.025695800781249997 0.028503417968750003 0.027282714843750003 0.032836914062500007 -0.011871337890624998 -0.032592773437499993 0.0013618469238281252 0.025085449218750003 0.0037155151367187504 0.028381347656250003 -0.053344726562499993 -0.026428222656249997 0.018493652343750003 -0.037475585937499993 0.0063934326171875009 -0.0052032470703124991 0.0041046142578125009 0.019958496093750003 -0.048217773437499993 -0.031616210937499993 -0.0054168701171874991 -0.0066375732421874991 -0.0073699951171874991 0.044067382812500007 -0.023376464843749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 19 5 8 10 7 -4 9 32 12 18 -2 14 28 20 27 -18 -9 24 -6 -20 -14 -15 -3 -26 -23 -10 -5 -7 -31 -28 -1 right_child=3 2 6 13 15 29 -8 11 16 -11 -12 -13 22 23 -16 -17 17 -19 21 -21 -22 26 -24 -25 25 -27 31 -29 -30 30 -32 -33 -34 leaf_value=0 0 0 0 0 0.051073347768356293 0.0120980113991342 0 0 0 0 0 0 0.065179741678453154 0 0 0 0.039350242300301874 0 0 0.028802477522984649 0 0 0 0.035505269948757211 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570 1079 64 10739 304 642 77 508 431 1274 internal_value=0 -0.0159336 -0.0357294 0.0260904 0.00744767 0.0395996 -0.0469877 -0.0525545 -0.00221734 -0.0309892 0.0506331 -0.0575727 0.0579077 0 -0.0148568 0.0361575 0.0076145 0.0265714 -0.0620824 0 0.0438999 -0.0642103 0.0625341 0.0236338 -0.00249677 -0.0201104 -0.0663153 0 -0.034746 0 0 -0.067966 -0.0500415 internal_weight=0.11955 0.075862 0.0440633 0.0436875 0.0317987 0.0296557 0.0354483 0.0322298 0.0204343 0.00854008 0.022396 0.0295283 0.0194836 0.0140319 0.00951287 0.0113644 0.0118942 0.0068222 0.0272298 0.00861505 0.0100818 0.0262024 0.0181734 0.004519 0.0050115 0.00380213 0.0250373 0.00507204 0.0056044 0.00725966 0.00393949 0.0240154 0.00664678 internal_count=25942 19240 14823 6702 4417 4744 13113 12343 3061 1610 3648 12136 3525 1958 1125 1356 1451 1009 11896 1710 1280 11643 3430 833 1283 1143 11438 442 841 1096 585 11170 1339 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=25 num_cat=0 split_feature=254 158 163 105 363 24 296 243 207 127 260 140 2 76 108 191 342 324 120 335 205 338 268 294 split_gain=0.00301183 0.00236182 0.00188053 0.0013653 0.00120431 0.00116889 0.00083319 0.000741152 0.000718653 0.000657865 0.000620261 0.000600143 0.000504513 0.000316349 0.000254813 0.000142807 0.000106979 0.000104082 9.78125e-05 7.62318e-05 6.05037e-05 4.3814e-05 3.40098e-05 2.39819e-05 threshold=0.016052246093750003 -0.0095520019531249983 0.0033645629882812504 -0.042846679687499993 0.037231445312500007 -0.0088806152343749983 -0.0085754394531249983 0.0065460205078125009 0.036499023437500007 -0.017150878906249997 -0.040161132812499993 0.056274414062500007 -0.0044403076171874991 -0.090576171874999986 -0.011199951171874998 -0.023254394531249997 -0.034301757812499993 0.018859863281250003 -0.027893066406249997 0.022033691406250003 0.010833740234375002 -0.017883300781249997 0.0047454833984375009 0.049194335937500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 19 9 11 10 13 17 -5 -2 20 -11 -7 -8 -14 -12 -4 -16 -3 23 -13 -21 -1 right_child=2 3 8 4 -6 7 14 -9 -10 12 16 21 15 -15 18 -17 -18 -19 -20 22 -22 -23 -24 -25 leaf_value=-0.019000413036798617 0 0 -0.062672893813861361 0 0 0 0 0 0 0 0 0 0.062993888534941936 -0.05306840199797111 0 0 -0.043040211159343589 0 0.042538996069851884 -0.021458737053111118 0 0.038786793035309644 0 0 leaf_weight=0.0023402008910551331 0.0031093068790966063 0.0027843628729868888 0.012215044594114488 0.0012344657459948385 0.0038972947411650685 0.001210878567675878 0.0010283583257404416 0.0037269499517833546 0.0027639120565083877 0.0011824881688795542 0.0010027972026165335 0.0010200638431001607 0.017773336025456384 0.0079261493384876758 0.0011330404674367855 0.0010753521078754663 0.0060498882044157671 0.0010003437103165433 0.004378568149036254 0.0023940539792590698 0.0020425276980944318 0.0049123407418676379 0.0010625493622455906 0.0010076938817888959 leaf_count=704 571 582 6289 228 488 627 187 650 439 152 157 178 3552 5165 151 203 1881 323 753 773 362 1122 86 319 internal_value=0 0.0128445 -0.0253168 0.031812 0.0424922 -0.00645853 0 -0.0302188 -0.0498771 0.0519885 -0.0196776 0.00916295 0.056549 -0.0457909 0.0259295 0.0605481 -0.0379128 -0.0595971 0.0354979 0 0 0.0342327 -0.0148505 -0.0134432 internal_weight=0.088272 0.0555907 0.0326813 0.0314039 0.0251629 0.0241868 0.016702 0.012864 0.0159793 0.0212656 0.010162 0.0113228 0.0200312 0.00913703 0.00653997 0.0188487 0.00705269 0.0132154 0.00551161 0.00624097 0.00539042 0.0059324 0.0034566 0.00334789 internal_count=25942 15191 10751 6064 4623 9127 3700 6442 7051 4135 2609 2685 3907 5792 1091 3755 2038 6612 904 1441 1385 1300 859 1023 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=22 num_cat=0 split_feature=93 59 349 347 185 250 11 367 75 12 33 200 327 235 320 142 292 213 306 310 38 split_gain=0.00251047 0.00235731 0.00207349 0.00201842 0.00125866 0.00120266 0.00105605 0.000673828 0.000563579 0.000512368 0.000323293 0.000233435 0.000205399 0.000177314 0.000108201 8.00615e-05 6.07949e-05 1.74891e-05 1.15011e-05 1.04867e-05 3.72884e-09 threshold=0.0095520019531250017 -0.065185546874999986 -0.019104003906249997 -0.00070762634277343739 -0.030212402343749997 0.029724121093750003 -0.025817871093749997 -0.023986816406249997 -0.017517089843749997 0.035766601562500007 0.046997070312500007 -0.042114257812499993 0.015930175781250003 0.030456542968750003 0.0092468261718750017 0.0015754699707031252 -0.054321289062499993 -0.026672363281249997 0.056518554687500007 -0.0036392211914062496 -0.0049896240234374991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 15 4 20 9 -3 -8 11 10 14 -1 19 -14 17 -2 -9 -6 -10 -5 -4 right_child=2 6 3 12 5 -7 7 16 18 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0 -0.036926087814717207 0 -0.00013175146919171753 0 0 0 0 0 0 0 0 0.041192325601348931 -0.031647028582515495 0 0 0 -0.063789791364783036 0.06406212829500757 -0.0069276224600614339 0.0056820552248596848 0 leaf_weight=0.0010307042563226787 0.0050764262876441526 0.005087387464236314 0.0021481237352389826 0.0028220212765432962 0.0010031202396305538 0.0029686157980108865 0.0012911718874875069 0.0010149820847260545 0.0010110594775767368 0.0011224172181911731 0.001006008900354515 0.005136941304812126 0.0039043772899063356 0.0010531413431991155 0.0010182220456300675 0.0010810302864712185 0.013745960608169131 0.019211982634821829 0.0023964509119238642 0.0032480768592932918 0.0022442574379510907 leaf_count=146 2269 1721 389 413 61 648 570 661 201 412 318 783 1051 395 325 175 11108 2742 1146 263 145 internal_value=0 -0.0222464 0.0143781 0.0242331 0.038109 0.046611 -0.0424133 -0.0550172 0.00882839 0.0544377 0.0578223 0.0321678 -0.00274771 -0.0207632 0.060449 -0.0315297 -0.0612222 0.0623831 0 0 0 internal_weight=0.0786225 0.0307147 0.0479078 0.0417504 0.0307227 0.0263304 0.0211395 0.0160521 0.00957516 0.0233618 0.0222393 0.00616765 0.0110276 0.00495752 0.0212333 0.00615746 0.0147609 0.0202151 0.00340751 0.0060701 0.00439238 internal_count=25942 16336 9606 7162 5040 4506 14060 12339 2276 3858 3446 929 2122 1446 3128 2444 11769 2803 1347 676 534 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=19 num_cat=0 split_feature=149 162 71 359 110 239 214 245 40 149 252 283 74 359 328 199 267 283 split_gain=0.00251277 0.00171508 0.00163365 0.00124671 0.00105074 0.000768108 0.000489799 0.000476186 0.00043773 0.000272754 0.000242209 0.000204874 0.000148584 0.000134815 7.53865e-05 5.83305e-05 2.56925e-05 3.45585e-06 threshold=0.0070037841796875009 0.017028808593750003 0.051147460937500007 0.0048065185546875009 0.054321289062500007 -0.0052642822265624991 0.044067382812500007 0.0062713623046875009 0.0059661865234375009 0.030090332031250003 0.0042266845703125009 0.010650634765625002 -0.046020507812499993 -0.014923095703124998 -0.049682617187499993 -0.051391601562499993 0.0026473999023437504 0.038940429687500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 5 6 8 7 15 12 11 -4 -3 -2 -12 -13 -1 -5 -11 right_child=1 9 10 16 -6 -7 -8 -9 -10 17 13 14 -14 -15 -16 -17 -18 -19 leaf_value=0 0 0 0 -0.011485963900836255 0 0 0 0 0 0.0036107361949069359 0.035956486675585222 0 0.058588391435182456 0 -0.039639569272980985 -0.06268218117599289 0 0 leaf_weight=0.0010104208549286372 0.0010737161709499744 0.0017044249659647903 0.0013021694643455808 0.0019474545490041342 0.0031690930962753319 0.0028561256797985371 0.0015081127306757472 0.0023397406520153661 0.0020709592491883191 0.0026507000284539117 0.0035442061960111459 0.0010196030920752719 0.016717648025476709 0.0010350762334567776 0.0037162092415172765 0.011954678182167559 0.0022473389977761826 0.0010754758913407159 leaf_count=1047 238 397 799 575 1321 892 548 1646 359 173 563 81 1905 562 2285 12264 151 136 internal_value=0.00126043 0.0197968 -0.0203357 0.0341428 -0.036224 0.0439289 -0.0467384 -0.0521513 0.0509308 -0.00551448 0.0117498 -0.0217144 0.0560529 0.0265751 -0.0327692 -0.0598152 0 0 internal_weight=0.0629432 0.0370797 0.0258635 0.0269132 0.019982 0.0227184 0.016813 0.0153048 0.0198623 0.0101664 0.00588145 0.00644024 0.0177914 0.00457928 0.00473581 0.0129651 0.00419479 0.00372618 internal_count=25942 7192 18750 4120 16826 3394 15505 14957 2502 3072 1924 2763 2143 1125 2366 13311 726 309 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=18 num_cat=0 split_feature=180 355 349 291 349 327 381 102 364 198 288 303 102 1 364 309 80 split_gain=0.00242478 0.00222221 0.00144986 0.000954351 0.000916272 0.00088872 0.00100589 0.000603326 0.000439761 0.000318317 0.000293204 0.00022245 8.97276e-05 2.20338e-05 0.000115313 1.69229e-05 7.67663e-06 threshold=0.014739990234375002 0.0067291259765625009 0.013763427734375002 -0.0038146972656249996 -0.030761718749999997 -0.044311523437499993 -0.0096130371093749983 0.011749267578125002 0.027893066406250003 -0.028381347656249997 0.0062713623046875009 -0.0091857910156249983 -0.012786865234374998 0.018371582031250003 0.021911621093750003 -0.010711669921874998 -0.043823242187499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 15 -2 -7 10 12 -8 -1 -12 -6 14 -4 -3 -13 right_child=5 4 13 -5 8 6 9 -9 -10 -11 11 16 -14 -15 -16 -17 -18 leaf_value=0 0 0 -0.020588847435393309 0 0 0 0 0 0 -0.064948127246889739 0 0 -0.054066583243893455 0 0 0.0087866638029262031 0.063900602698556172 leaf_weight=0.0010021166390217209 0.0019903243625591918 0.0010114939582948068 0.003240047354182706 0.0018580996512795869 0.0011996055310063989 0.0025150230079731281 0.0020721652404915867 0.0022451483159642285 0.0010291579624635006 0.0096486777126685297 0.0012764812555729988 0.0011721852240356096 0.0062773273724303627 0.0011933136300896763 0.0011606725059181144 0.0021919071602383164 0.014526256779248578 leaf_count=248 353 781 1724 495 288 1097 699 948 225 10862 247 432 3938 251 129 291 2934 internal_value=0 0.0120055 0.0294526 0.0417595 -0.018232 -0.0338309 -0.0439185 0.0487444 -0.0391763 -0.0565767 0.0548486 0.0579543 -0.0483135 0 -0.00707591 0 0.0614288 internal_weight=0.05561 0.0393838 0.0276743 0.0220803 0.0117095 0.0162262 0.0142359 0.0202222 0.00850609 0.0117208 0.017977 0.0169749 0.00747693 0.00559403 0.00440072 0.0032034 0.0156984 internal_count=25942 12931 7408 5304 5523 13011 12658 4809 4451 11561 3861 3613 4226 2104 1853 1072 3366 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=37 num_cat=0 split_feature=203 278 35 129 290 350 133 69 223 112 100 220 35 341 247 122 240 89 97 297 245 155 292 318 54 211 216 382 69 190 258 97 150 36 318 292 split_gain=0.00427229 0.00291572 0.00157004 0.00130225 0.00120814 0.00107011 0.000966722 0.000878712 0.000848302 0.000830478 0.000802196 0.000736036 0.00064377 0.000543056 0.000442008 0.00039542 0.000340912 0.000309465 0.00024114 0.000206781 0.000178314 0.000160484 0.000156739 0.000153825 0.000213499 0.000152215 0.000121778 0.000101492 8.60371e-05 6.59351e-05 8.60194e-05 4.34365e-05 3.79005e-05 3.43473e-05 2.05341e-05 2.30169e-06 threshold=-0.013031005859374998 0.0016670227050781252 -0.039184570312499993 -0.021423339843749997 -0.073974609374999986 -0.052368164062499993 -0.032592773437499993 -0.024719238281249997 0.021545410156250003 -0.022766113281249997 0.00024414062500000005 0.040893554687500007 -0.053100585937499993 0.041137695312500007 0.025939941406250003 0.029479980468750003 -0.043090820312499993 0.0057525634765625009 -0.049194335937499993 0.027038574218750003 -0.026428222656249997 0.045043945312500007 -0.040649414062499993 -0.0040130615234374991 0.0071563720703125009 -0.0047149658203124991 0.051635742187500007 0.0054473876953125009 -0.018493652343749997 -0.060180664062499993 0.037719726562500007 -0.018005371093749997 -0.052856445312499993 -0.0081481933593749983 -0.0040130615234374991 -0.0017967224121093748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 20 10 35 -4 31 -7 16 -6 23 15 -12 19 17 25 -9 22 -18 21 28 27 -14 -2 26 -8 -25 -11 -3 -20 -31 -5 -30 -22 -33 -1 right_child=1 2 5 6 9 7 11 8 -10 13 12 -13 14 -15 -16 -17 18 -19 29 -21 33 -23 -24 24 -26 -27 -28 -29 32 30 -32 34 -34 -35 -36 -37 leaf_value=0 0 0 0 0 0 0 0 0 0 -0.063422579099128115 0 0 0 0 0 0 0 0 0 0 0 0 0.057394044386925351 -0.038377638467326045 0 -0.059747342083248722 0 0 0 0.067615786628056909 0 0.016826785761125701 0.021715298221203522 -0.024543439510496111 0 0.0030478842208628305 leaf_weight=0.0013269900133394685 0.0023022030016051076 0.0011255711428503901 0.0022648532447249172 0.0018265816950986391 0.0023188339081485756 0.0032567009185981979 0.0016254659592220841 0.0010329562878155186 0.0029769684524865161 0.015680663892062796 0.0021710956996514605 0.0031444506362419125 0.0011984411445808999 0.002250746923323276 0.0011799737097533134 0.0012492871876190756 0.0012476341030378492 0.0012817561929097119 0.0010130052378372013 0.0013935174143995246 0.001111606632719031 0.0010352431452105284 0.0075196047516641303 0.0034917985047542288 0.0010028389944949367 0.0098305708270771675 0.0012008390852287221 0.0012755137320965551 0.0010266382945758323 0.01952692552509917 0.0011228094614210695 0.0022592999668518132 0.0029560677461688556 0.0032737188349756252 0.0013631377787817192 0.0024776863218676217 leaf_count=310 313 118 336 208 706 217 368 113 457 7747 297 872 453 296 169 478 100 102 64 182 110 275 1139 892 144 3773 246 325 76 3684 112 262 307 364 142 185 internal_value=0 0.010956 0.0302066 -0.00495376 -0.0342536 0.0407848 -0.0243116 0.046291 0.052235 -0.0431742 0.00832709 -0.0374724 0.0263224 -0.0494735 0.03746 -0.0482806 0.0584982 0.0448425 0.0610338 -0.0548814 0 -0.0579671 0.0515894 -0.00561199 -0.0177287 -0.0541329 -0.0289213 -0.0604978 0.00550094 0.0636474 0.0654343 0 0.0159636 -0.0192708 0.0109503 0 internal_weight=0.112342 0.0845828 0.0419355 0.0426473 0.0277592 0.0324419 0.0212988 0.030177 0.0269203 0.0239545 0.0213486 0.0158498 0.0133509 0.0216357 0.0111798 0.0127053 0.0239433 0.0099998 0.0229104 0.0193849 0.0094936 0.0179914 0.00871805 0.00799768 0.00569548 0.011456 0.00469264 0.0169562 0.00510828 0.0216627 0.0206497 0.00544902 0.00398271 0.00438533 0.00362244 0.00380468 internal_count=25942 15916 6058 9858 10026 5083 6103 4747 4530 9531 3755 5491 2160 8825 1863 4619 4073 1694 3960 8529 975 8347 1592 1595 1282 4141 1138 8072 501 3860 3796 612 383 474 404 495 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=25 num_cat=0 split_feature=352 359 307 359 362 254 380 74 227 206 149 45 263 31 58 229 58 76 352 357 203 380 126 210 split_gain=0.00268655 0.00179581 0.00160951 0.00148064 0.0011932 0.0009341 0.000643656 0.000550757 0.000521793 0.000497275 0.000495758 0.000420044 0.000418377 0.000385884 0.000355375 0.00034316 0.000251519 0.000211204 0.000181703 0.000168817 0.000117129 0.000142739 5.91519e-05 2.6199e-05 threshold=-0.037231445312499993 -0.024841308593749997 0.029113769531250003 -0.035766601562499993 -0.059448242187499993 0.026062011718750003 -0.015930175781249997 -0.029968261718749997 -0.0011940002441406248 0.053344726562500007 0.0059967041015625009 -0.026306152343749997 -0.080322265624999986 0.087646484375000014 0.028625488281250003 0.014739990234375002 0.049926757812500007 -0.086181640624999986 -0.030944824218749997 0.031616210937500007 -0.0090026855468749983 0.013275146484375002 0.0036087036132812504 0.17626953125000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 20 6 7 -3 -1 -8 17 14 -9 -5 16 18 -12 23 -6 -4 -10 21 -2 -13 -14 right_child=2 4 10 12 9 -7 8 11 19 -11 15 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0 0.025503383643843913 0 0 0 0 0 0 0 0 0 0.039655824173823274 0.062714561161817631 -0.064442325648144422 0 0 0 0 -0.04876037223630373 -0.037070303611707107 0.049067915475952607 -0.011553376024304026 0 0 0 leaf_weight=0.0013303705106793009 0.0033916434118168581 0.0023590627708358633 0.0012800274320241565 0.0013656251426397139 0.0010161368276868643 0.0031089257110750159 0.0022586690886754477 0.001119169751518709 0.0011448251817682831 0.0031926350773119339 0.0050992862557279759 0.012318236469354819 0.013902921340275043 0.0011489623544633778 0.0027139893500134349 0.0010875151409095452 0.0015783584114217311 0.0063035863195111119 0.0041775636874419311 0.0072153698578176773 0.0029417306133296952 0.0010407627862605295 0.0010106082352905341 0.0011222949130882407 leaf_count=230 176 542 566 248 237 1086 496 248 207 833 255 3488 7567 156 553 202 252 2684 2246 1727 958 94 147 776 internal_value=-2.36862e-05 0.0160013 -0.0198 -0.0348146 0 0.0390549 0.0176208 0.0491715 0.0313945 -0.0274177 0 0.0549697 -0.0495381 -0.0536514 -0.0067298 0.0272304 -0.0575332 -0.0419401 -0.0268136 0.0433132 0 0.0132539 0.059921 -0.0618481 internal_weight=0.0832283 0.0423776 0.0408507 0.0264923 0.0234903 0.0188873 0.0129779 0.0157784 0.0106189 0.0105124 0.0143584 0.014448 0.0191182 0.0177525 0.00817158 0.0061868 0.0166036 0.00731972 0.00545759 0.0083602 0.00737414 0.00443241 0.0133288 0.0150252 internal_count=25974 11925 14049 10227 6726 5199 2972 4113 2430 3754 3822 3883 8999 8751 3365 457 8595 2921 2812 1934 1228 270 3635 8343 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=26 num_cat=0 split_feature=17 239 249 121 8 78 339 224 224 15 241 227 346 61 378 363 245 347 363 30 261 242 31 241 159 split_gain=0.00235812 0.00198268 0.00155328 0.00155103 0.00130121 0.000722975 0.000652287 0.000614778 0.000482448 0.000438621 0.000407137 0.00038915 0.00032754 0.000279759 0.000267569 0.000243337 0.000149588 0.000148306 8.771e-05 4.97187e-05 4.28738e-05 3.81497e-05 1.82063e-05 3.62978e-06 3.76411e-07 threshold=0.012908935546875002 0.0067596435546875009 -0.040405273437499993 0.018249511718750003 -0.018493652343749997 0.054321289062500007 -0.0062713623046874991 0.0014533996582031252 0.025695800781250003 -0.0015754699707031248 0.023254394531250003 0.028015136718750003 -0.0055389404296874991 -0.033813476562499993 0.088134765625000014 0.058959960937500007 -0.052368164062499993 0.0066375732421875009 -0.00039100646972656245 -0.00095367431640624989 0.047485351562500007 0.15771484375000003 0.033569335937500007 0.0022048950195312504 0.11499023437500001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 5 24 8 -6 22 10 -9 14 13 23 -8 15 20 -14 -15 -5 -11 -1 -20 -3 -2 -4 right_child=2 7 4 18 6 -7 11 9 -10 19 -12 -13 16 17 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 leaf_value=-0.067021208400918478 0 0 -0.001174974528232378 0 0 0 0 0 0 0 0 0 0 0.061779446526157612 0 0 -0.037768168801667987 0 0 0.046657917333419695 0 0.022218042493726366 -0.0074767503470684494 0.0038844535102748644 0 leaf_weight=0.015089265816477848 0.0019407721037936199 0.0012509704446728165 0.0027264798730186604 0.0013367663210885894 0.0029455547977974552 0.0015269423624886249 0.0010059508742017399 0.0012444448566597544 0.00194761792771203 0.0010210426064887201 0.0012045498927193412 0.0010088276140294275 0.0010782893660561399 0.014338306979212238 0.0012555480375340258 0.0010321274946960548 0.0035820840039804125 0.0010161987020751448 0.0011247670202081386 0.0055171185556446289 0.0010644538908266546 0.0025495991489918879 0.0032568170032973853 0.0024055647281571169 0.0014307872340140193 leaf_count=8980 516 192 2208 613 862 181 133 376 620 270 455 503 467 3357 264 202 2613 184 216 466 208 214 894 402 578 internal_value=0 -0.017055 0.0187927 -0.0329837 0.033227 -0.0446605 0.0443901 0.00892691 -0.0497032 0.0302619 -0.0544141 0.0517705 -0.00612926 0.0555276 -0.0580953 -0.0614599 -0.0278464 0.0588856 0 0.0419637 -0.0645702 0.0154501 0 0 0 internal_weight=0.0739008 0.040422 0.0334788 0.0281316 0.0244721 0.0231205 0.0203148 0.0122904 0.0215936 0.00778261 0.0196459 0.0173693 0.00900671 0.0163605 0.0184414 0.0171858 0.00466037 0.0153545 0.00501113 0.00653816 0.0161537 0.00367437 0.00450779 0.00434634 0.00415727 internal_count=25974 14151 11823 11953 7825 10910 5039 2198 10729 1112 10109 4177 3998 3674 9654 9390 3080 3541 1043 736 9188 430 1086 918 2786 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=19 num_cat=0 split_feature=291 328 134 93 25 279 372 136 358 90 62 382 50 7 155 121 74 145 split_gain=0.0022489 0.00189081 0.00181498 0.000689376 0.000648398 0.000576018 0.000391102 0.000384203 0.000347236 0.000337113 0.000267172 0.000268484 0.000198133 0.000129528 0.000114933 6.92701e-05 6.88215e-05 3.69291e-05 threshold=-0.010101318359374998 -0.020080566406249997 0.027160644531250003 0.011505126953125002 0.023376464843750003 -0.0025253295898437496 0.045776367187500007 -0.023132324218749997 -0.038696289062499993 -0.0016059875488281248 0.013824462890625002 0.0044403076171875009 0.045776367187500007 -0.063232421874999986 0.022888183593750003 -0.010589599609374998 -0.032836914062499993 -0.038452148437499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 5 7 9 8 16 -3 14 15 -12 17 -10 -1 -2 -4 -5 right_child=2 6 4 12 -6 -7 -8 -9 13 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.04985921853084041 0.014365447452054092 0 0 0 0 0 0 0 0 0 -0.037485347741329084 0 0 -0.058118751817698558 0 0 0.060443508863932405 -0.033261132706096798 leaf_weight=0.0061908131042756054 0.0033566431343032832 0.0010484037442424219 0.0010598749931745024 0.0010036742096133366 0.0032012624576154272 0.0028747220309632846 0.0010659891787483397 0.0021336188012419663 0.0010313433591377938 0.0013559264194853426 0.0038120736891436025 0.0010642056048837389 0.0016647230127944113 0.010025460797692176 0.001009424681036819 0.001588170622966345 0.012482057209453501 0.0037394015667473459 leaf_count=972 863 295 152 232 434 1387 579 494 551 176 2809 299 187 12213 362 705 1502 1762 internal_value=0.0019561 -0.0142299 0.0239333 0.000331376 0.0428054 0.0211419 -0.0437281 0.0511872 -0.0490267 0.0356424 0 -0.0234073 -0.0166964 -0.0542731 0.0444725 0 0.0575904 -0.0281841 internal_weight=0.0597078 0.0310099 0.0286979 0.0178387 0.0188768 0.0114309 0.0131712 0.0156756 0.0121052 0.00855616 0.00982109 0.00487628 0.0064078 0.0110568 0.00720024 0.00494481 0.0135419 0.00474308 internal_count=25974 18716 7258 5078 2582 2897 13638 2148 13059 1510 4676 3108 2181 12764 1334 1568 1654 1994 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=16 num_cat=0 split_feature=110 184 180 78 353 188 244 349 265 213 332 213 218 91 285 split_gain=0.00237901 0.00137676 0.00137427 0.000945558 0.000767803 0.000382492 0.000365293 0.000344844 0.000215803 0.000197842 0.000192263 0.000187599 0.000161197 3.13551e-05 1.00037e-05 threshold=0.00099563598632812522 0.0097351074218750017 0.014739990234375002 0.015472412109375002 -0.0014610290527343748 0.014373779296875002 -0.0025253295898437496 0.018859863281250003 -0.011322021484374998 -0.026672363281249997 -0.045532226562499993 -0.035766601562499993 -0.0087585449218749983 -0.012420654296874998 0.0058746337890625009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 -1 6 -3 10 -4 -10 -6 -2 -8 -7 -12 right_child=1 5 8 -5 7 13 12 -9 9 -11 14 -13 -14 -15 -16 leaf_value=0 0 0 0 0 0 0 0 0 0 -0.033535815223445231 0 -0.057049960231014364 0.034397374258743077 -0.033686511589006964 0.062014344909296762 leaf_weight=0.0018363439044790627 0.0011143886948516988 0.0035089792670035544 0.0025393440273191459 0.0033448575345786926 0.0010190626113626396 0.0010121810245564689 0.0010571976496223101 0.0015572653185529353 0.0010838113152544793 0.0038843458135531242 0.0010830683189269131 0.0091369234650784392 0.0049033139793195337 0.0031740338724617354 0.011912000250305255 leaf_count=599 528 1288 302 1111 246 397 333 193 354 3049 155 12105 795 1586 2933 internal_value=0 -0.0242807 0.0185226 0.03344 0.0433161 0 0.00752782 0.0508983 -0.00556031 -0.0219337 0.0558979 -0.0521334 0.0265119 -0.0280268 0.059309 internal_weight=0.0521671 0.023907 0.0282601 0.0207526 0.0174077 0.0136557 0.00946949 0.0155714 0.0075075 0.00496816 0.0140141 0.0102513 0.00596051 0.00418621 0.0129951 internal_count=25974 17032 8942 5237 4126 4399 2416 3527 3705 3403 3334 12633 1128 1983 3088 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=34 num_cat=0 split_feature=217 290 203 292 10 133 327 237 5 357 112 206 355 170 292 60 216 10 165 368 150 141 67 5 368 109 336 327 203 237 147 109 219 split_gain=0.00388095 0.00381856 0.00216927 0.00201235 0.00151699 0.00124191 0.000901554 0.0008985 0.000601236 0.000574941 0.000577507 0.000546292 0.000457264 0.000442688 0.000381095 0.000345194 0.00028664 0.000285231 0.000282837 0.000273064 0.000234892 0.000181967 0.000143626 0.000102015 7.54391e-05 3.15934e-05 7.83057e-05 2.96461e-05 2.8577e-05 2.70713e-05 1.37056e-05 9.24904e-06 4.77502e-07 threshold=0.022766113281250003 -0.051635742187499993 0.014434814453125002 -0.0098571777343749983 0.037719726562500007 -0.0063934326171874991 0.060180664062500007 -0.037475585937499993 0.030761718750000003 -0.017761230468749997 -0.025451660156249997 0.046508789062500007 -0.023864746093749997 -0.033325195312499993 0.035766601562500007 -0.066162109374999986 0.062255859375000007 0.046997070312500007 0.0013313293457031252 -0.014556884765624998 -0.030761718749999997 -0.038940429687499993 -0.051635742187499993 -0.0082702636718749983 0.060180664062500007 -0.00073814392089843739 -0.059936523437499993 0.025573730468750003 -0.027404785156249997 -0.025695800781249997 -0.012176513671874998 -0.0017204284667968748 0.0024642944335937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 11 8 7 9 -5 15 -3 -11 27 -9 17 18 -2 20 -4 -12 -17 24 -13 -14 -7 -15 26 -6 31 -21 -29 -24 -1 -27 right_child=4 2 13 5 25 23 -8 12 -10 10 14 21 22 16 -16 19 -18 -19 -20 28 -22 -23 30 -25 -26 32 -28 29 -30 -31 -32 -33 -34 leaf_value=-0.007479006975245988 0 0 0.035515769223111719 0 0 0 0 0 0 0 -0.068039047713981365 -0.044349045912050383 0 -0.042820014316581952 0 0 0 0 0 0 0 0 0 -0.018321317285173021 0 0 -0.018131470337905541 0 0.063703944008206267 0.011679238762708771 0.063771214298711493 0 0.0015276708382799917 leaf_weight=0.0024131967222302828 0.001340744424879854 0.0013246908580057939 0.0042674758332168503 0.0013701229040918835 0.0010432283157513211 0.0027078888315372751 0.0025668360673449788 0.0010112888100763931 0.0019614559770104725 0.0014533263598508475 0.020243935750066555 0.0051636805367110128 0.0010149880526455482 0.004290018448301681 0.0010851703387544367 0.0010335788417989945 0.0011537718525005403 0.001423058083645401 0.0010338864453274246 0.0011218237969359253 0.0013723090203825441 0.0010251068509319347 0.0016574252022394384 0.0030391102420708185 0.0010045990034086572 0.0012789563939179507 0.0033429163556633057 0.0010309334184626096 0.013928709392232019 0.0038464740787134133 0.011821837188591649 0.0010017732437148643 0.0020460277146980843 leaf_count=841 158 350 629 203 183 323 570 37 303 539 10924 1070 137 804 107 312 48 122 165 95 287 245 92 482 61 138 679 138 3270 537 1674 109 342 internal_value=0 -0.0112625 -0.0329838 0.00939744 0.0326434 0.0301222 -0.0490036 0.0441844 0.047665 -0.054819 -0.0584266 -0.0140867 0.0520023 0 -0.0624 0.0535979 -0.0155715 0.0210879 -0.0653563 0.0576786 -0.0267278 -0.0367019 0.0566427 0 -0.0366493 0 -0.00848703 0 0.0611287 0.00721594 0.0596368 -0.00352752 0 internal_weight=0.10542 0.0783229 0.0412191 0.0371038 0.0270974 0.0226227 0.0277078 0.0168757 0.0193863 0.025141 0.0238163 0.0144812 0.0155055 0.0135112 0.022363 0.0174249 0.0078207 0.00569053 0.0212778 0.0160841 0.00666693 0.00618879 0.0144943 0.005747 0.00529462 0.00771113 0.00438614 0.00829238 0.0150505 0.00487741 0.0134793 0.00341497 0.00332498 internal_count=25974 20494 14606 5888 5480 2948 12655 2143 4138 12085 11735 2940 1940 1951 11196 3835 1200 751 11089 3677 1152 1315 1903 805 865 1342 862 1625 3365 675 1766 950 480 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=26 num_cat=0 split_feature=254 176 259 275 127 169 302 307 302 58 0 126 70 290 307 229 379 184 176 58 229 203 74 230 221 split_gain=0.00245166 0.00195523 0.0017718 0.00117501 0.000965474 0.000716273 0.000673723 0.000602909 0.000511163 0.000377454 0.000306657 0.000298176 0.000297556 0.000174888 0.000153363 0.000316169 0.000145996 0.000143051 0.000109511 7.91706e-05 7.61575e-05 6.58337e-05 4.94986e-05 9.29346e-05 8.8201e-06 threshold=0.016052246093750003 0.0081481933593750017 -0.014129638671874998 0.026428222656250003 -0.017150878906249997 0.025085449218750003 -0.0038909912109374996 0.036010742187500007 -0.018737792968749997 0.0019454956054687502 -0.0034713745117187496 0.0086364746093750017 0.026916503906250003 -0.013946533203124998 0.012115478515625002 0.013031005859375002 -0.012725830078124998 0.019958496093750003 0.043090820312500007 0.040161132812500007 0.0041351318359375009 -0.029113769531249997 -0.023010253906249997 -0.00063896179199218739 0.0053253173828125009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 14 4 -3 6 9 12 22 -6 19 17 18 20 21 16 -16 -11 -4 -10 -5 -2 24 -24 -1 right_child=2 3 7 13 5 -7 -8 -9 10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=0 0 0 -0.064589687293897732 0 0 0 0 0 -0.047116629941762155 0.062601103231959832 0 0 0 0 0 0 0.039110678884077009 0 0 0 -0.028344736284812766 -0.016747665753702522 0 0.01920534789693816 -0.0068354944276504629 leaf_weight=0.001022010902090642 0.0013643937423211128 0.0028175610234910655 0.010915104888603366 0.0010178559867455306 0.0016612955404582365 0.0019650197179856823 0.0020531240950703048 0.0038734968272962069 0.0051461004715633871 0.017195596090274989 0.0013344028490465121 0.0010997125732501436 0.0012615815769549963 0.0023245575789729847 0.0010215599420746457 0.0020684718980561456 0.0039145297668028434 0.0010002197730472054 0.0012514031223958009 0.0010005465505713573 0.0031246695787672252 0.0029439624885583271 0.0010216014757418179 0.003836338689396257 0.0020869368216125395 leaf_count=214 110 361 6446 381 168 529 202 1175 4045 3586 392 150 388 839 180 362 733 350 168 309 728 1205 262 790 1901 internal_value=-2.48825e-05 0.0116948 -0.0248839 0.0264103 0.0358132 0.0425894 0.0477498 -0.0452565 -0.0126047 0.0531498 -0.0318018 0.0571291 -0.0555693 0 0 0.013966 0.030287 0.0602068 -0.0604377 -0.041591 -0.0205469 -0.0062334 0 0.00999877 -0.00173047 internal_weight=0.0783221 0.0497075 0.0286145 0.0342596 0.0277925 0.024975 0.0230099 0.0173016 0.0154479 0.0209568 0.00748105 0.0192955 0.0134281 0.00646708 0.0113129 0.00700456 0.00493609 0.0181958 0.0121665 0.00614665 0.00414253 0.00430836 0.00796689 0.00485794 0.00310895 internal_count=25974 15207 10767 7294 5346 4985 4456 8177 7913 4254 4746 4086 7002 1948 2590 1275 913 3936 6614 4354 1109 1315 3167 1052 2115 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=22 num_cat=0 split_feature=292 310 8 78 329 359 275 24 288 120 310 43 128 78 170 168 361 294 283 2 244 split_gain=0.00198057 0.0021052 0.00161012 0.00100306 0.000942165 0.000712421 0.000655161 0.000579264 0.000573465 0.000412011 0.000469327 0.000397363 0.000271273 0.000237656 0.000236938 0.00021699 0.000119543 8.28314e-05 1.78894e-05 1.62283e-05 8.18856e-06 threshold=-0.018859863281249997 -0.0022048950195312496 -0.018493652343749997 0.052856445312500007 -0.0016212463378906248 -0.040161132812499993 -0.0016670227050781248 0.028869628906250003 0.030761718750000003 0.018371582031250003 -0.025817871093749997 0.039428710937500007 -0.0090026855468749983 -0.025451660156249997 0.0022048950195312504 -0.13330078124999997 0.034790039062500007 -0.022033691406249997 0.051635742187500007 -0.0033187866210937496 -0.024353027343749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 7 18 -6 14 15 11 10 -7 -8 -1 -12 -3 -2 -15 -17 20 -19 -4 right_child=1 6 4 -5 5 9 8 -9 -10 -11 13 -13 -14 16 -16 17 -18 19 -20 -21 -22 leaf_value=0 0 -0.0293228340873284 0 0 0 0 0.047221831338442766 0 0 0 0 0 -0.034421469407765477 0.059456683729125506 0 0 0 0 0 -0.064362023322958692 -0.010537132228615714 leaf_weight=0.0011700275351245182 0.0015907767238516569 0.0040043550862876023 0.0010025162419111666 0.0020182681426490481 0.0018863371380959349 0.0010084404351076116 0.0068418927006774766 0.001419296878793829 0.0023472840130622794 0.0010745133874365811 0.0012844028429697075 0.0016108383275081906 0.0043205448385208447 0.014689519921148541 0.0021676636794083493 0.0011591584015917507 0.0011584152390540217 0.0010229477056640226 0.0034536417290738086 0.012183035808298834 0.0023486856618433185 leaf_count=701 269 895 232 199 808 333 828 423 505 246 524 670 3298 3171 581 254 144 180 772 9583 1358 internal_value=0 -0.0169945 0.01669 -0.0402919 0.0287071 0.0391962 0.00203957 -0.0488806 0.022666 0.0453643 0.0490605 0.0365356 -0.0209352 0.0531277 -0.0131895 -0.0544507 0.0565797 -0.0586878 0 -0.0617195 -0.00730628 internal_weight=0.0697626 0.0363655 0.033397 0.0193935 0.0279065 0.0211016 0.016972 0.0173752 0.0108 0.0192153 0.0181408 0.00845273 0.00549057 0.0171323 0.00617202 0.0159559 0.0158479 0.0143651 0.00680484 0.013206 0.0033512 internal_count=25974 14387 11587 10908 7588 5226 3479 10709 2003 4418 4172 1498 3999 3839 1476 10286 3315 10017 2362 9763 1590 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=17 num_cat=0 split_feature=359 291 328 287 267 340 249 124 63 126 284 165 317 9 254 18 split_gain=0.00196032 0.00162657 0.00138247 0.00110417 0.000742478 0.000577171 0.000446239 0.000343091 0.00031076 0.000258439 0.000184848 0.000169976 0.00015552 9.4151e-05 2.9476e-05 2.49471e-05 threshold=-0.0059051513671874991 -0.012664794921874998 -0.037475585937499993 0.037475585937500007 -0.010650634765624998 0.013946533203125002 -0.0091857910156249983 -0.030761718749999997 -0.015167236328124998 -0.0014839172363281248 0.0044403076171875009 -0.063720703124999986 -0.011322021484374998 0.025329589843750003 -0.0086364746093749983 0.018493652343750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 6 9 11 7 -3 -6 -1 -2 -4 -10 14 -9 -12 right_child=2 3 5 -5 8 -7 -8 13 12 -11 15 -13 -14 -15 -16 -17 leaf_value=-0.042187947592400472 0 0 0 0 0 0 0 0 0 0 0 -0.059149756937940792 0.033370782113200388 0 0.061135652154455579 0.027152673040084285 leaf_weight=0.0052142729137756296 0.002429535881674382 0.0019684368335681724 0.0010127942214310801 0.0039356611376604169 0.0025642435092407823 0.0021069441718992729 0.0015887565528558403 0.0012225908141374467 0.001247457430231691 0.0018610703741828161 0.0011241699718524956 0.008684525471085891 0.0048462049556334819 0.0010341170895920024 0.012611080966813409 0.0028455588548013111 leaf_count=6262 465 833 618 1706 1574 1785 851 263 361 1575 195 6580 754 434 1615 103 internal_value=0.00182988 0.0167621 -0.0223443 0.0347253 -0.000583058 -0.0440577 0.045417 0.0502235 0.00920749 -0.0307636 0 -0.0543876 0.0251082 0.0555618 0.0581889 0.0215787 internal_weight=0.0562974 0.0380939 0.0182035 0.0223606 0.0157332 0.0118043 0.018425 0.0168362 0.00865791 0.00707534 0.00639926 0.00969732 0.00609366 0.0148678 0.0138337 0.00396973 internal_count=25974 16228 9746 5702 10526 8983 3996 3145 2689 7837 763 7198 1115 2312 1878 298 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=14 num_cat=0 split_feature=104 335 197 53 74 327 1 212 286 74 61 285 286 split_gain=0.00301316 0.00220398 0.00115655 0.000942596 0.000721988 0.000535093 0.000415797 0.000354458 0.000344809 0.000128363 0.00010307 0.000101466 4.29384e-05 threshold=0.032836914062500007 -0.0092468261718749983 -0.025817871093749997 -0.052124023437499993 0.0062713623046875009 -0.017150878906249997 0.027893066406250003 0.073486328125000014 0.022399902343750003 -0.042114257812499993 -0.0036392211914062496 0.0055694580078125009 -0.012420654296874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 12 -3 8 10 7 -5 11 -7 -1 -4 -2 right_child=2 3 4 6 -6 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.04023334078067739 0 0 0 0 0 0 0 -0.0658209117197254 0 -0.018696328067006426 0 0.058014720487217335 -0.01233998450031118 leaf_weight=0.0040192636813998206 0.0034116285683580827 0.0023777837456222519 0.0010584155264297132 0.0014280399290385057 0.001382099718370001 0.0012833132655885038 0.0013169645346593492 0.012391831092617878 0.0015411179491522384 0.0036774145435884975 0.001103030975002639 0.011508802155731246 0.0028197698900029869 leaf_count=542 580 1127 154 658 201 133 615 14485 893 1892 135 2695 1864 internal_value=0 -0.0230356 0.0267017 -0.0456867 0.0417901 0.00353918 -0.0551169 -0.0602348 0.0492873 -0.000607422 0.0326945 0.054786 0 internal_weight=0.0493195 0.0275976 0.0217218 0.0175146 0.0154904 0.010083 0.0151368 0.0138199 0.0141083 0.00496073 0.00512229 0.0125672 0.0062314 internal_count=25974 19587 6387 16885 3943 2702 15758 15143 3742 2025 677 2849 2444 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=31 num_cat=0 split_feature=217 290 186 141 301 352 199 10 209 109 327 230 335 255 141 98 369 331 143 262 173 163 223 326 248 98 278 243 244 17 split_gain=0.00334585 0.00316793 0.0018799 0.00178538 0.00119555 0.000910309 0.00089431 0.000776903 0.000749795 0.000691395 0.000588236 0.000567646 0.00053254 0.000520918 0.000368139 0.000358441 0.000347624 0.000244372 0.000204945 0.000127518 0.000279069 0.000249413 0.000124786 8.73199e-05 7.69589e-05 5.35888e-05 4.68911e-05 4.4119e-05 3.36506e-05 2.47732e-05 threshold=0.027160644531250003 -0.047729492187499993 -0.029357910156249997 -0.037475585937499993 -0.053588867187499993 -0.040405273437499993 -0.025207519531249997 0.052124023437500007 -0.021057128906249997 0.023254394531250003 0.070068359375000014 -0.012420654296874998 -0.011077880859374998 0.030761718750000003 -0.0099792480468749983 0.027648925781250003 0.0032577514648437504 -0.080810546874999986 -0.020690917968749997 -0.0063629150390624991 0.018737792968750003 0.0046234130859375009 -0.027648925781249997 0.017761230468750003 0.0044097900390625009 0.030090332031250003 -0.013885498046874998 0.011444091796875002 0.032836914062500007 -0.0064849853515624991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 19 6 -4 -2 16 12 29 13 14 -5 -7 15 22 23 -1 -18 -13 21 27 -3 -6 -10 28 -24 -23 -21 -20 -8 right_child=5 2 4 11 10 7 8 -9 9 -11 -12 18 -14 -15 -16 -17 17 -19 24 20 -22 26 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0 0 0 0 0 0 0 0.010888657058847704 0 -0.058793587827455529 0 0 0 0.063826727547560622 0 0 0 0 0.038256331286787397 0.057727139576322965 -0.032148141155545505 0 0 -0.064947820386537611 0 0 0 0.034902529195577091 0 0 0 leaf_weight=0.0018621890638641503 0.004155194765260716 0.0019850832001253593 0.0030616980964168752 0.0030152555996352257 0.001062923703415204 0.0011389367027732087 0.002089436791635535 0.0017587524940836383 0.0090278705468165299 0.0020339170480951916 0.0011023359213879749 0.0013148964006006745 0.012128331572199613 0.0013077110574357684 0.001065969904544775 0.0010286200862310588 0.0011224459706511425 0.0055047627768942675 0.0087145445175451641 0.0036194156198803284 0.002222636389184629 0.0011391533982205715 0.018337597041167442 0.0010718696937175318 0.0010738398396199509 0.0010557834256559309 0.0030614189136315417 0.0010214295008665886 0.0010170456696556593 0.0011395241916432033 leaf_count=612 1033 874 279 247 358 244 128 185 1862 235 380 292 2650 90 229 211 120 879 1582 1244 197 847 9337 80 130 447 385 114 234 469 internal_value=0 -0.00883338 -0.0301665 0.00804733 -0.0458715 0.0376651 -0.00350288 0.0491608 -0.0200681 -0.0317926 -0.0540128 0.03654 0.0576432 -0.0416178 -0.0577937 -0.0490273 0.0158642 0.029102 0.0462133 0 -0.00861007 0.0111307 -0.0607794 -0.0548031 0.0508451 -0.062936 0.0278603 -0.026664 0.05431 0 internal_weight=0.0992406 0.0800594 0.0387354 0.0413239 0.0256863 0.0191812 0.0261883 0.015026 0.0176989 0.01447 0.0226246 0.0151356 0.0132673 0.0124361 0.0215223 0.0111284 0.0084894 0.00662721 0.0121203 0.0130491 0.00686348 0.00618566 0.0204563 0.0100997 0.0108054 0.0193934 0.00420057 0.00464085 0.00973159 0.00322896 internal_count=25974 21862 14691 7171 11030 4112 4686 3079 3075 2478 10751 2485 2894 2243 10371 2153 1611 999 2238 3661 1555 2106 10142 1942 1946 9784 1232 1358 1816 597 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=23 num_cat=0 split_feature=282 161 58 217 368 205 91 345 308 33 379 65 124 308 302 69 43 58 62 352 118 301 split_gain=0.00224518 0.0023206 0.00120013 0.00115172 0.000973041 0.000960858 0.000781386 0.000746373 0.000483348 0.000375247 0.000359121 0.000312346 0.000233706 0.000216161 0.000208006 0.000199772 0.000176156 9.55258e-05 4.19776e-05 3.78345e-05 2.36812e-05 3.49952e-06 threshold=0.0013542175292968752 0.019348144531250003 0.046997070312500007 0.0063323974609375009 0.038208007812500007 -0.0068206787109374991 -0.015930175781249997 -0.018249511718749997 0.028015136718750003 0.0060882568359375009 0.014007568359375002 -0.014373779296874998 0.00029373168945312505 -0.030212402343749997 -0.038452148437499993 0.015686035156250003 0.030761718750000003 0.010711669921875002 0.038696289062500007 -0.057250976562499993 -0.038208007812499993 -0.020935058593749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 6 5 11 -2 -1 15 -7 14 21 -11 -9 -6 -8 20 -18 -13 -15 -5 -3 right_child=3 4 -4 16 10 9 8 13 -10 12 -12 18 -14 19 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0 0 0 0 0 0 0 0.056616914467630397 0 0 0.052066517514385395 0 -0.033948638986063699 0 0 -0.044014386687620005 0 0 0.016965108163093077 0 -0.065112160685953241 -0.024602875313340045 0.010217838115623025 leaf_weight=0.0021032485299485862 0.0022268198178778667 0.0010702258086539018 0.0039491240445528311 0.0010560251333799897 0.0016633765990263782 0.0016166066753839923 0.012035466612189794 0.0014960952783695794 0.0013001985304015315 0.0079788200445989332 0.0021397083417866725 0.0028784882248089616 0.0012062246323552026 0.0010164649908261927 0.0048953409265308778 0.0010165189995774435 0.0010021539177031968 0.0035263230789368549 0.0011362384749844523 0.013027851228727631 0.0032028437557158895 0.0024971857307605197 leaf_count=410 899 203 1022 221 207 471 2436 222 451 2154 298 1847 231 325 1434 218 197 826 214 9971 1023 694 internal_value=-0.000120399 -0.0143589 -0.039228 0.022125 0.000714608 0.017963 0.0379955 -0.0506308 0.0470328 0.0379303 -0.0209351 0 0.0458309 -0.0582297 -0.0335977 0.0529412 0 0.00363013 -0.0268658 -0.0624965 -0.0199902 0.00795446 internal_weight=0.0740413 0.048675 0.0215928 0.0253663 0.0270822 0.0183838 0.016579 0.0176437 0.0143522 0.0108017 0.00869843 0.00758214 0.00918504 0.0155404 0.00655872 0.013052 0.00878735 0.00452848 0.00401473 0.0140443 0.00425887 0.00356741 internal_count=25974 19703 11950 6271 7753 5814 4004 10928 3105 2856 1939 2958 2385 10518 1641 2654 2267 1023 2061 10296 1244 897 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=21 num_cat=0 split_feature=17 159 310 44 111 264 378 268 187 120 290 275 283 275 46 289 314 30 44 164 split_gain=0.00181312 0.00142939 0.00107649 0.000964978 0.000774206 0.000689418 0.000652493 0.000600471 0.000477014 0.000353079 0.000242774 0.000235794 0.000250456 0.000230462 0.000248091 0.000222855 0.000136098 0.00010013 7.43504e-05 4.78745e-05 threshold=0.0057525634765625009 0.11206054687500001 -0.0048370361328124991 -0.012725830078124998 0.0076141357421875009 -0.018981933593749997 -0.0095520019531249983 -0.013519287109374998 -0.038452148437499993 0.010955810546875002 -0.056518554687499993 0.012237548828125002 0.036254882812500007 0.035034179687500007 0.034790039062500007 0.0031814575195312504 0.0094909667968750017 0.026672363281250003 0.016052246093750003 0.0036239624023437504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -3 7 -6 -1 -2 16 10 -5 15 -13 14 17 -4 -7 -8 -9 -17 right_child=1 3 11 9 5 8 13 18 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 -21 leaf_value=0 0 0 0 0 0 0.050128457031177333 -0.05927499701231928 -0.047036073497296334 0 0 0.057820331648512337 0 0.03232194838237578 0 0 0 0 0 0 -0.028858942476292254 leaf_weight=0.0012097103209214319 0.0051845394347154183 0.0032010508861191047 0.0025247302443318631 0.0010109981169819102 0.0016641578671681154 0.0062582582197592282 0.0097677067405115281 0.0053287778157482535 0.0011694782243694126 0.0010252889438362453 0.011004726064896886 0.0017444468226983654 0.0037733444572864983 0.0010865698588347081 0.001321277134003652 0.0012850172351690503 0.0010040432999218751 0.0011532783548489087 0.0010079408596084249 0.0043558486242432082 leaf_count=102 2590 1317 227 96 2213 896 6640 3430 543 72 2676 566 344 821 667 303 842 422 111 1096 internal_value=0 0.0134891 -0.0199589 0.0361135 0 0.0163561 -0.0389066 -0.0209178 0.0337337 0.0486237 0.0534776 0 0.0161406 -0.0462671 -0.0501885 -0.010617 0.0444752 -0.0552341 -0.041751 -0.0236272 internal_weight=0.0660812 0.0378593 0.0282219 0.0162421 0.0216172 0.0100959 0.0145385 0.0115213 0.00843178 0.013041 0.0120157 0.0136834 0.00551779 0.0133288 0.0122423 0.0081656 0.0072623 0.010921 0.00633672 0.00564087 internal_count=25974 14786 11188 4161 10625 4494 8652 6131 2281 2844 2772 2536 910 8550 7729 1626 1738 7062 3541 1399 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=15 num_cat=0 split_feature=149 359 50 135 50 189 331 267 134 74 27 355 80 84 split_gain=0.00185553 0.00140194 0.00109638 0.000674528 0.00053254 0.000706491 0.000404213 0.000353527 0.000214687 0.000189365 0.000188447 0.000202814 0.000112767 3.0594e-05 threshold=-0.0011177062988281248 0.0031661987304687504 0.023132324218750003 0.024108886718750003 0.053344726562500007 -0.033813476562499993 -0.030334472656249997 0.0004434585571289063 0.052368164062500007 -0.035278320312499993 -0.042358398437499993 0.0063018798828125009 -0.0024948120117187496 -0.0090026855468749983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 10 6 5 -1 9 -3 -7 -4 11 -2 13 -12 right_child=1 7 3 -5 -6 8 -8 -9 -10 -11 12 -13 -14 -15 leaf_value=0 0 -0.037796681103022686 0 0 0 -0.053287697184240146 0 0 0 0.057974151553109844 -0.025755286857870343 0.029242308611822337 0 0 leaf_weight=0.0020391561010342238 0.0014389709243722839 0.0033592240564992428 0.0010032885131820981 0.003056501008490641 0.0032171515567753781 0.0085222973869321095 0.0014540989805382773 0.0043112074003026635 0.0014205523884953672 0.013505072516529992 0.0030742929213438677 0.0038672088331281884 0.0018145051386575534 0.0010440457508664736 leaf_count=998 321 2090 269 1127 755 12286 178 559 1095 2035 2684 513 710 354 internal_value=0.00135402 0.0153957 0.0268082 0.0414709 -0.0252137 -0.0353677 0.0497165 -0.0128355 -0.0470953 0.0547545 0 0.0155241 -0.010104 -0.0205155 internal_weight=0.0531276 0.0379284 0.030258 0.019019 0.0151992 0.011982 0.0159625 0.00767043 0.00994285 0.0145084 0.011239 0.00530618 0.00593284 0.00411834 internal_count=25974 10840 8191 3609 15134 14379 2482 2649 13381 2304 4582 834 3748 3038 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=15 num_cat=0 split_feature=220 359 68 349 101 293 309 158 340 335 33 195 208 329 split_gain=0.00164079 0.00175175 0.00117694 0.000641061 0.000521006 0.000583486 0.000457675 0.00044706 0.000389084 0.000203738 9.40025e-05 5.43173e-05 8.46801e-05 2.93638e-05 threshold=-0.0017814636230468748 0.0011711120605468752 0.0087585449218750017 0.017395019531250003 0.13037109375000003 0.029846191406250003 -0.026672363281249997 -0.049438476562499993 -0.0040435791015624991 -0.0031661987304687496 -0.010650634765624998 0.074462890625000014 -0.011871337890624998 -0.021667480468749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 6 5 13 -1 9 -9 -3 -4 12 -10 -2 right_child=1 7 10 -5 -6 -7 -8 8 11 -11 -12 -13 -14 -15 leaf_value=0 0 0.040761603415902681 0 0 0 0 0.058493981177386724 -0.029580576078919549 0.020564294297745922 0 -0.016889335522191819 0 0 -0.060190980694607411 leaf_weight=0.0011999731821390478 0.0010497637216175812 0.0039006857149104235 0.0023827083373859637 0.0015186684821415506 0.0013505818655730204 0.0014499316842311325 0.009380502816405567 0.0044777625538330321 0.0032868245625223835 0.0010024248774556108 0.0032954284906878675 0.0012677974967232331 0.0010382854335233551 0.0099157816214123784 leaf_count=997 966 372 508 920 916 645 2757 1878 618 327 3154 526 212 11178 internal_value=0 -0.015683 0.0229203 0.0417687 -0.0422609 -0.0489888 0.0509993 0.000151309 -0.00164528 0.0301047 0 0 0.0112065 -0.057003 internal_weight=0.0465171 0.0287398 0.0177773 0.0120991 0.0137661 0.0124155 0.0105805 0.0149738 0.0100707 0.00490311 0.00567814 0.00559291 0.00432511 0.0109655 internal_count=25974 17638 8336 4674 13705 12789 3754 3933 3234 699 3662 1356 830 12144 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=28 num_cat=0 split_feature=352 213 204 10 360 244 42 125 165 295 5 20 258 201 350 77 288 380 350 215 97 19 66 290 79 50 149 split_gain=0.00286309 0.00212825 0.00203219 0.00139189 0.00118687 0.000932331 0.00108792 0.000798294 0.000684611 0.000607441 0.000565537 0.000389484 0.000378121 0.000366155 0.00024264 0.000229797 0.000255144 0.000211736 0.000197024 9.08851e-05 5.25068e-05 4.82346e-05 4.54789e-05 3.2561e-05 5.57825e-05 2.89029e-05 2.01647e-05 threshold=-0.033081054687499993 -0.0033187866210937496 0.0057525634765625009 0.049194335937500007 0.032348632812500007 -0.0041656494140624991 0.0023117065429687504 0.048706054687500007 0.0028457641601562504 -0.023132324218749997 0.033081054687500007 -0.037719726562499993 0.029235839843750003 -0.042846679687499993 0.010101318359375002 -0.0027084350585937496 0.025207519531250003 0.0087585449218750017 -0.040893554687499993 0.017761230468750003 -0.016052246093749997 0.030944824218750003 0.052856445312500007 -0.078857421874999986 -0.0023117065429687496 0.027526855468750003 0.0038070678710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 5 7 8 9 20 10 19 12 13 -8 17 -4 -13 21 18 -2 -17 -3 -7 -1 -15 -11 -25 26 -5 right_child=2 4 3 25 -6 6 11 -9 -10 23 -12 14 -14 22 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.012451057642007365 0.049800277559302962 -0.063495215369942029 0 0.0072664816356605285 0 0 0 0 0 0 0 -0.056170267699814785 0 0 0 0 0 0 0.039133751822943486 0 0.013622263496188072 0 0.062640698140969522 0 -0.01875470002248382 -0.010744506977852434 0 leaf_weight=0.0031166461612741614 0.0056887777741678747 0.014702344533034761 0.0016880167507764511 0.0038189295145230054 0.0031282120685602868 0.0022129476383980773 0.0028893305624251289 0.002872873594498059 0.0011646433350307453 0.0010118810912302934 0.0018147567625561569 0.0077528842076617383 0.0013255461136338909 0.0011029199611698485 0.0010864899212492674 0.0010928795994900042 0.0018655584412599069 0.001867552597161648 0.0044525055502901978 0.0010536988660305715 0.0028295303560597054 0.0011174216904592527 0.015847867257662074 0.0015738742763033997 0.0025116011821566539 0.0025036015351744823 0.001316732284536215 leaf_count=952 704 8364 448 549 1044 399 989 604 265 156 210 1799 750 102 125 302 1280 556 1089 241 476 253 2991 177 402 658 89 internal_value=0 -0.024074 0.0128951 0.0313899 -0.0444715 -0.00154149 -0.020807 0.043643 -0.0551795 0.01236 0.0506215 -0.0393271 0.0304032 0.0558163 -0.0499279 0 0.0176058 0.039836 0.0295693 -0.0608633 0 -0.000441942 0.0603466 0 -0.00892743 0 0 internal_weight=0.09341 0.0316939 0.0617161 0.0309657 0.0200489 0.0307504 0.0167712 0.0233264 0.0169207 0.0139792 0.0204536 0.0117287 0.00888188 0.0186388 0.00883937 0.011645 0.00741094 0.00755633 0.00554539 0.015756 0.00504248 0.00423407 0.0169508 0.00509736 0.00408548 0.00763926 0.00513566 internal_count=25974 13790 12184 5651 9914 6533 3788 4355 8870 2745 3751 2913 2010 3541 1924 3876 2671 1260 1391 8605 875 1205 3093 735 579 1296 638 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=24 num_cat=0 split_feature=25 382 314 203 266 142 114 193 363 170 86 25 193 46 176 349 217 254 206 106 26 259 237 split_gain=0.00222215 0.00209752 0.00148881 0.000938816 0.00118975 0.000833873 0.000452204 0.000450532 0.000320958 0.00028624 0.000288125 0.000261154 0.000247379 0.000242622 0.000223027 0.000192622 0.000175138 0.000126855 6.71048e-05 5.94677e-05 6.30744e-05 4.06576e-05 2.40749e-05 threshold=0.013519287109375002 -0.024841308593749997 0.0014419555664062502 -0.0093078613281249983 0.031860351562500007 0.014129638671875002 -0.0090637207031249983 -0.0098571777343749983 0.050903320312500007 -0.025817871093749997 0.028137207031250003 0.0071868896484375009 0.033325195312500007 -0.011322021484374998 -0.011932373046874998 -0.0043182373046874991 -0.011810302734374998 0.0021286010742187504 0.023132324218750003 -0.11889648437499999 0.025573730468750003 -0.026306152343749997 -0.014129638671874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 9 11 6 -2 -4 14 10 -3 21 -8 -12 -9 17 -17 -1 -15 -11 -21 -5 -6 right_child=5 3 7 4 22 -7 12 8 -10 19 13 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=0.022560614118740961 0 0 0 0 0.0089982766983188814 0 -0.057646673522100671 0 0 0 0 0 0 0 0.059883688452167086 0 -0.029036642734966246 0 0.043960047646065467 -0.020659581638705404 0 -0.057688897284495444 0 leaf_weight=0.0036138091160466956 0.0010180734752651696 0.001045673496136601 0.0018707438695884085 0.0011171572413033468 0.0029733341777102851 0.0020997355976675189 0.010571028470529598 0.0010892542102780576 0.0010361871957513822 0.0014499823461306969 0.0014272618589927788 0.0012969290482729443 0.0013689212981518048 0.0010004504567291406 0.012806032006949408 0.0010378348473949472 0.0036848066531263157 0.0017253648128843224 0.0046044605403565697 0.0028710418055837295 0.0010085371343322436 0.0079909569955560755 0.0012159209391313661 leaf_count=751 278 271 758 256 575 336 6195 528 169 198 196 555 395 130 4314 94 1193 406 908 1830 193 4941 488 internal_value=-0.000709779 0.00669902 0.028019 -0.00915599 -0.0282879 -0.036257 -0.0465951 0.0462738 0.0520699 0.00206499 0.0190113 -0.0476006 -0.0522968 0.028721 0.0560753 0 -0.016941 0.0103398 0.0383122 0 -0.0123808 -0.0536206 0 internal_weight=0.0699235 0.0548657 0.026864 0.0280017 0.0145943 0.0150578 0.012958 0.0168022 0.0149315 0.0134074 0.00807785 0.010405 0.0119399 0.00703217 0.0138953 0.0100618 0.00472264 0.00533917 0.00560491 0.00532956 0.00387958 0.00910811 0.00418926 internal_count=25958 18754 8213 10541 6815 7204 6868 5769 5011 3726 1505 5752 6590 1234 4842 2444 1287 1157 1038 2221 2023 5197 1063 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=22 num_cat=0 split_feature=169 47 275 206 261 78 176 159 362 139 57 218 11 49 78 377 252 0 51 206 159 split_gain=0.00169972 0.00134588 0.00128305 0.00109053 0.00080731 0.0012277 0.000806854 0.000702287 0.000436286 0.000417812 0.000442683 0.000284625 0.000269462 0.000205863 0.000172025 0.000115284 0.000102758 1.63609e-05 1.98553e-06 1.42394e-06 6.80689e-05 threshold=-0.0032119750976562496 0.021789550781250003 0.017883300781250003 0.052856445312500007 0.031127929687500003 0.037719726562500007 0.0068511962890625009 0.083251953125000014 -0.022888183593749997 -0.018493652343749997 0.043823242187500007 -0.027770996093749997 -0.033081054687499993 0.010406494140625002 0.021179199218750003 -0.084716796874999986 0.043090820312500007 -0.047973632812499993 0.0061492919921875009 0.044555664062500007 0.095458984375000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 9 7 5 8 -4 -3 15 -2 12 -9 -11 16 -8 -1 -13 -5 -7 20 -6 right_child=1 3 6 17 19 18 14 11 -10 10 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0 0 0 0 0 0 0 0 0 0 0 0 0.059447843404485216 -0.052269589146903585 0 0.051151380154331905 -0.061772167277062577 0 -0.0077761694648460977 0.0029598890048089326 0 0.015067988524901932 leaf_weight=0.001050885955109492 0.0013194625379924227 0.0021736179763607302 0.0017415533236047054 0.0010831162409701278 0.0014506121084565385 0.0012081834328689913 0.0011274731410466643 0.0012411674895886895 0.0013419389580882077 0.0010012311719691542 0.001424753416060299 0.011999488137227846 0.007658101399357518 0.0010133711742241749 0.005001059928268603 0.0098764294901378964 0.0010804556797623386 0.0027056626099977157 0.0022663229584765077 0.0020429819992173748 0.0030607441053192019 leaf_count=114 129 602 1634 158 588 403 619 243 1303 252 250 3321 4558 144 726 8269 286 992 235 646 486 internal_value=0 0.0112956 -0.00214957 0.02951 -0.0230244 -0.0355472 0.0204657 0.0410142 -0.0512061 -0.0290496 -0.036995 0.0487707 -0.0458806 0.0528206 0.0430629 -0.0578216 0.0562455 0 0 0 0.0017766 internal_weight=0.0628686 0.0405705 0.0192736 0.0212969 0.0222981 0.0157438 0.00787009 0.0175081 0.0122693 0.0114035 0.0100841 0.0153345 0.00865933 0.0140933 0.00612853 0.0109273 0.0130799 0.00378878 0.00347451 0.00655434 0.00451136 internal_count=25958 13914 8168 5746 12044 10324 2979 4596 9686 5189 5060 3994 4810 3751 1345 8383 3607 1150 638 1720 1074 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=17 num_cat=0 split_feature=71 287 48 242 355 203 263 263 20 161 150 233 340 149 264 134 split_gain=0.00158134 0.00147304 0.0013557 0.000987431 0.000573594 0.000361428 0.000338769 0.000279908 0.000263028 0.00025617 0.000215911 0.000168001 0.000153742 0.000183335 0.000153055 1.30741e-06 threshold=0.034057617187500007 0.025817871093750003 0.019958496093750003 0.096923828125000014 -0.021179199218749997 -0.0063018798828124991 -0.034545898437499993 -0.037475585937499993 -0.024841308593749997 -0.0074005126953124991 -0.024841308593749997 0.015808105468750003 0.013946533203125002 0.011749267578125002 -0.035522460937499993 0.042114257812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 15 -2 14 8 10 -7 -5 -6 -11 13 -3 -4 -1 right_child=1 12 5 9 7 6 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 leaf_value=0 0 -0.029636891329507777 0 0 0.057742476192233744 0 0 0 0.040561580611987946 -0.058973127840707323 0 0 0 0 -0.020629885149155359 0.0025792505693714792 leaf_weight=0.0012731300076183069 0.0010383178044648398 0.0038376223444736004 0.0017319482817157459 0.0010005992716628507 0.011266758566126358 0.0013827265026833402 0.0012473590794677136 0.0016929317664065033 0.005951920362313956 0.0089889622667236324 0.0013776133323091235 0.0016450377833407978 0.0016153023180933701 0.0015417057728228656 0.0036020782910348714 0.0019652672570273921 leaf_count=981 591 3042 308 505 2367 902 1281 1004 737 8679 569 1095 353 368 3047 129 internal_value=0.00124574 0.0232966 -0.0114157 -0.0339534 0.0418051 0.00341834 0.0209715 0.0476897 0.0312486 -0.0481915 0.0529167 -0.0527431 0 -0.0169057 -0.000681587 0 internal_weight=0.0511593 0.0223703 0.028789 0.014873 0.0153756 0.013916 0.00858201 0.0143373 0.00733465 0.0116346 0.0126444 0.010634 0.00699463 0.00537933 0.00533403 0.0032384 internal_count=25958 8294 17664 11389 4531 6275 2920 3940 1639 10279 2936 9774 3763 3410 3355 1110 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=15 num_cat=0 split_feature=357 61 61 60 355 25 151 180 57 35 279 5 36 2 split_gain=0.00198458 0.00153975 0.000823705 0.00071892 0.000688199 0.000526352 0.000386767 0.000300966 0.000228287 0.000167461 0.000110309 0.000173071 6.6199e-05 2.62799e-05 threshold=0.041381835937500007 -0.015808105468749997 -0.031127929687499997 -0.0089416503906249983 0.013580322265625002 -0.013275146484374998 -0.015106201171874998 0.024719238281250003 0.055541992187500007 -0.050415039062499993 0.010955810546875002 -0.0014381408691406248 -0.0067901611328124991 0.054809570312500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 13 5 -1 10 12 9 -8 11 -3 -7 -4 right_child=2 6 3 -5 -6 7 8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0 0 0 -0.060145763535481914 0 0 0 0 0 0 -0.042373756518002625 0 0.026954390807967483 0.059493691379707794 0 leaf_weight=0.0013426077963956127 0.0041413335804882942 0.0012492810188184933 0.0078158650343525017 0.0016274821803960995 0.0019127618601615373 0.0012439500770753406 0.0012226953351515135 0.0015671618538846141 0.0010582932429699099 0.0043722361745217597 0.0013240622580390493 0.0039193870070448611 0.010859204128337296 0.0011311180009094804 leaf_count=270 1204 876 12517 712 512 165 515 308 223 3033 1033 431 3114 1045 internal_value=0 0.0155386 -0.0292439 -0.0443744 0.0365564 0.0443288 -0.00172672 0.0504288 -0.0241896 -0.0332241 0.00145816 0.0146999 0.0558661 -0.0559535 internal_weight=0.0447874 0.0300716 0.0147158 0.0105745 0.0169257 0.0150129 0.013146 0.0136703 0.00665322 0.00559493 0.00649273 0.00516867 0.0121032 0.00894698 internal_count=25958 10480 15478 14274 4369 3857 6111 3587 3771 3548 2340 1307 3279 13562 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=29 num_cat=0 split_feature=327 380 46 355 8 262 92 254 382 228 363 57 67 301 181 287 143 346 204 320 55 271 376 46 254 19 328 226 split_gain=0.00251688 0.00257862 0.00158304 0.00153427 0.00136487 0.00118054 0.000914586 0.000705536 0.000522154 0.000475775 0.000333792 0.000312644 0.000302122 0.000295584 0.000255212 0.000250238 0.000237056 0.000227332 0.000188037 0.000187137 0.000107474 0.000293998 8.39936e-05 8.03995e-05 5.91771e-05 3.78928e-05 2.78526e-06 1.99383e-06 threshold=0.012054443359375002 0.00071144104003906261 -0.022033691406249997 -0.011199951171874998 0.017272949218750003 -0.010711669921874998 0.030090332031250003 0.034790039062500007 -0.037963867187499993 -0.00056648254394531239 -0.012420654296874998 0.043090820312500007 -0.053833007812499993 -0.053588867187499993 -0.022277832031249997 0.056274414062500007 -0.023010253906249997 0.027648925781250003 0.0021133422851562504 0.042846679687500007 0.020568847656250003 0.036010742187500007 0.039916992187500007 -0.0016899108886718748 0.0052337646484375009 -0.0010719299316406248 -0.024108886718749997 0.057739257812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 18 20 8 10 14 9 -5 -7 -3 12 -10 -11 15 17 -12 -4 -1 27 21 23 -15 -2 -22 -18 -6 -14 right_child=1 5 6 4 26 7 -8 -9 11 13 16 -13 19 22 -16 -17 25 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 leaf_value=0 0 0 -0.061927479810832076 0 -0.0034251936053997603 0 0 0 0 0 0 0 0.065285967848611418 -0.056895552671375797 0 0 0.040299292839530661 0 0.022822650545463986 0 0 0 0 -0.034193774918343182 0.016510159263175516 0 0 0 leaf_weight=0.0028879611240029126 0.0010364989165054794 0.0017531026146144768 0.013067581663179336 0.0018455803969175113 0.0023740588749205926 0.001515344852492718 0.0029653383652217249 0.0035012531124962712 0.0010460103927130105 0.0010714387957051494 0.0011017993928916781 0.001238980295397595 0.01698220649384297 0.0091631445825655078 0.0011768452117877385 0.0011732185282653526 0.0042200349323451292 0.001004153989271118 0.0036100221034445212 0.001149315821152185 0.0011375059724230141 0.0013774602424234672 0.0010861062811855513 0.0040485088590997975 0.0024831937891747202 0.0010461335821787543 0.0032249975723175331 0.0010092791417122262 leaf_count=598 40 309 6640 272 670 565 1108 595 115 67 410 132 4167 4571 207 269 1010 489 571 323 111 80 353 1116 226 423 380 141 internal_value=0 0.0107723 -0.0262308 0.0278119 0.0396873 -0.0111008 -0.0416558 -0.029329 0.0504039 -0.0405521 0.0097126 0.0548005 0.0578125 -0.0478003 -0.0510438 -0.0545345 0.0253865 -0.0583078 0 0.0606859 0 -0.0123747 -0.0530294 -0.0277989 0.00484852 0.0350637 0 0.0634196 internal_weight=0.0892971 0.063412 0.0258851 0.0389536 0.0288704 0.0244584 0.0193871 0.0163373 0.0232714 0.012836 0.00812107 0.0214258 0.0201868 0.0113207 0.0164218 0.015245 0.00636797 0.0140717 0.00649798 0.0191408 0.0100832 0.00646247 0.0102493 0.00508501 0.0036207 0.00526617 0.00559906 0.0179915 internal_count=25958 16076 9882 7773 6200 8303 8713 6151 5150 5556 2152 4878 4746 4991 7605 7398 1843 7129 1169 4631 1573 1236 4924 1156 337 1433 1050 4308 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=21 num_cat=0 split_feature=302 358 79 290 283 45 314 154 382 296 125 160 240 359 353 283 316 111 365 243 split_gain=0.00197359 0.00179046 0.00144898 0.00063207 0.000618845 0.000538832 0.000400167 0.000462879 0.000396541 0.000346222 0.000324033 0.000319894 0.000295153 0.000322991 0.000208642 0.000103795 0.000103304 6.81158e-05 3.07167e-05 2.42478e-05 threshold=-0.022888183593749997 0.019104003906250003 -0.011749267578124998 -0.0085144042968749983 0.065185546875000014 -0.013885498046874998 -0.0013771057128906248 -0.017761230468749997 -0.036010742187499993 -0.0092468261718749983 0.0099182128906250017 -0.017150878906249997 -0.042114257812499993 -0.045776367187499993 0.010223388671875002 0.030090332031250003 -0.024230957031249997 0.012664794921875002 -0.0055084228515624991 0.0030746459960937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 11 10 8 18 17 -4 15 -1 -2 -13 -14 -11 -3 -12 -8 19 -7 right_child=1 9 5 -5 -6 6 7 -9 -10 14 16 12 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0 0 0 0 0 0 -0.014614104230603981 0.040256617318002674 0 -0.039295717814913526 0.037468724461533834 0 0 0 -0.061632593066458588 0 -0.017468279843037546 0.057606873362907908 0 0 0 leaf_weight=0.001357564786346189 0.0014762869981979057 0.0016386951367195479 0.0027059079269378117 0.002790722504563802 0.0016784284888089482 0.0025735639552948442 0.0064402063667614575 0.0018639370445043832 0.0053286970779922171 0.0039646333845979598 0.0010211897032661463 0.0010387461561691654 0.0010679886769935356 0.012470185406222361 0.0010017949295502149 0.0034015298820051498 0.0093174897492218633 0.0010350891949428842 0.0027189970088770101 0.0012127778635999675 leaf_count=274 530 107 607 1012 335 898 1604 841 2783 635 324 214 230 8341 486 2169 3488 292 633 155 internal_value=-0.000457 -0.0218554 0.012658 -0.0409944 0.0391109 0 0.00842768 0.0234303 -0.0230341 0.00131725 0.0477312 -0.0486458 -0.0531557 -0.0570994 0.0264692 0 0.0537666 0.0361258 0 -0.00900693 internal_weight=0.0661044 0.0288506 0.0372538 0.0188439 0.0133747 0.0238792 0.0158446 0.00933923 0.00803461 0.0100067 0.0116962 0.0160532 0.0145769 0.0135382 0.00496643 0.00504023 0.0103387 0.0074753 0.00650534 0.00378634 internal_count=25958 13724 12234 10327 4421 7813 4423 2737 3390 3397 4086 9315 8785 8571 1121 2276 3812 1896 1686 1053 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=21 num_cat=0 split_feature=213 306 202 56 195 99 224 2 366 35 11 250 203 322 2 326 195 362 110 375 split_gain=0.00151207 0.00125071 0.00106218 0.000817702 0.000653481 0.000608983 0.000358178 0.000278736 0.000212612 0.000190885 0.000252904 0.000122809 8.9948e-05 5.36918e-05 4.26164e-05 4.00844e-05 0.000106057 3.66554e-05 1.28551e-05 3.55988e-06 threshold=0.017272949218750003 0.053100585937500007 -0.021179199218749997 0.0074615478515625009 0.052124023437500007 -0.055297851562499993 -0.0001721382141113281 0.039916992187500007 0.011749267578125002 0.0050201416015625009 -0.024597167968749997 0.032104492187500007 0.019226074218750003 0.045532226562500007 -0.0075836181640624991 -0.016662597656249997 0.087646484375000014 -0.058715820312499993 1.0000000180025095e-35 0.070556640625000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 15 9 19 -6 -1 11 14 10 -2 12 -7 -12 -4 17 -17 -3 -11 -5 right_child=3 2 8 4 5 7 -8 -9 -10 18 13 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0 0 0 0 -0.00335060547754604 0 0.054560803702378952 0.02963525794302568 0 0 0.0077520864804658703 -0.036782680826373947 0 0 0 -0.058403399400079326 -0.021403380435768754 0 0.011303937942112825 0 0 leaf_weight=0.002787626764217066 0.0015840986708184346 0.001178654955982239 0.0010454459668665103 0.003170929550840639 0.0016394831515924553 0.010791551955570359 0.0043247368941337063 0.0018228237268651517 0.0013780745356797288 0.0021391116107309927 0.0036769516703003546 0.0011035648223476366 0.0011529580862514885 0.0010552339872873517 0.010019686487549254 0.0031666284410611905 0.0010845154328436024 0.0029528013784663187 0.0010341749866356054 0.002385497554008964 leaf_count=1735 267 611 272 792 412 2827 1139 556 383 171 1495 359 162 222 9740 2181 256 1460 379 539 internal_value=0 -0.0176588 -0.0317568 0.0142508 0.0257095 0.0357662 0.00551636 0.0427758 -0.0504133 0 -0.0173842 0.047948 0.0511295 -0.0306236 -0.0552284 0 -0.00957918 0.00161342 0 0 internal_weight=0.0594946 0.0279382 0.0208258 0.0315564 0.0220668 0.0165104 0.00711236 0.0148709 0.0124432 0.00948957 0.00631628 0.0130481 0.0119445 0.00473219 0.0110651 0.0083826 0.00425114 0.00413146 0.00317329 0.00555643 internal_count=25958 17777 14903 8181 5647 4316 2874 3904 10395 2534 1984 3348 2989 1717 10012 4508 2437 2071 550 1331 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=16 num_cat=0 split_feature=50 94 67 306 291 287 48 7 209 17 350 325 60 162 320 split_gain=0.00149227 0.00180846 0.000911326 0.000795971 0.000754653 0.000640584 0.00062684 0.000285782 0.000249339 0.000181362 0.000125843 0.000206165 0.000106678 4.46636e-05 1.28344e-06 threshold=0.041870117187500007 -0.0069427490234374991 -0.030334472656249997 0.077880859375000014 -0.00040626525878906245 -0.011322021484374998 0.0083312988281250017 -0.0098571777343749983 0.031616210937500007 0.015930175781250003 -0.059204101562499993 0.024353027343750003 -0.059204101562499993 0.018737792968750003 0.010589599609375002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 14 5 -1 -5 13 -7 -8 -4 12 -12 -3 -2 right_child=3 2 10 6 -6 8 9 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0 -0.0020248390679147971 0.050462807748052778 0 0 0 -0.060662157367701454 0.056339322467523059 0 0 0 0 0 -0.03593211530522461 0 0 leaf_weight=0.002536019998800044 0.003130331739068736 0.0054733855542181686 0.0014111852501130792 0.0018503151895323819 0.0033534119502007789 0.0096502239612590301 0.0089799814103201925 0.0013518449877771843 0.0010016208856136197 0.0011630420807122741 0.0011242233679915623 0.0011813841596506336 0.0034060461504417097 0.0010261627257470707 0.0018774062159181426 leaf_count=1418 1196 1050 559 554 946 11917 1570 859 502 261 531 169 3766 395 265 internal_value=0.00103297 -0.00892891 0.0101116 0.027074 -0.0339505 -0.0449218 0.0412643 0.0368015 -0.0556757 0.0512968 -0.0012294 -0.0149068 -0.0271153 0.0455602 0 internal_weight=0.0485166 0.0315155 0.0149742 0.0170011 0.0165413 0.0131879 0.0119933 0.00785139 0.0106518 0.010143 0.00712284 0.00571165 0.00453027 0.00649955 0.00500774 internal_count=25958 22112 7329 3846 14783 13837 2385 2304 12419 1831 5025 4466 4297 1445 1461 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=11 num_cat=0 split_feature=61 353 127 286 287 159 170 33 254 102 split_gain=0.00162576 0.00119057 0.00076622 0.000667097 0.00074004 0.000662325 0.00035897 0.000302713 0.000219153 2.50201e-05 threshold=-0.010284423828124998 0.0066680908203125009 0.0072479248046875009 -0.0090637207031249983 -0.0096740722656249983 0.11254882812500001 -0.012420654296874998 0.045776367187500007 0.028625488281250003 0.017028808593750003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 -2 -5 7 -1 8 9 -3 right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.030585557250956213 0 0.057878288705264264 0 0 -0.058054073858670223 0 0 0 0 0 leaf_weight=0.0043348339348519005 0.0049714666917815018 0.011230386987286067 0.0034878992385571897 0.0033216365523287559 0.0070922365184564731 0.0020908118816791435 0.0023867505706363082 0.001002194859289319 0.0013585467869106091 0.001014699506399098 leaf_count=3048 1590 2846 1645 1942 12840 281 670 512 348 236 internal_value=0 0.0154543 0.0297515 -0.0252788 -0.0398078 0.039102 -0.00832149 0.046918 0.0508527 0.0552438 internal_weight=0.0422915 0.0269061 0.0201845 0.0153853 0.0104139 0.0166966 0.00672158 0.0146058 0.0136036 0.0122451 internal_count=25958 9586 5868 16372 14782 4223 3718 3942 3430 3082 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=26 num_cat=0 split_feature=203 290 186 217 52 326 303 157 69 330 237 69 326 75 311 247 270 46 355 20 217 322 46 241 133 split_gain=0.00263894 0.00204888 0.00150843 0.00130422 0.00100534 0.000847855 0.000793933 0.000627692 0.000667758 0.000537136 0.000369418 0.000353983 0.000260702 0.000205172 0.000155292 0.000133096 0.000101765 0.00028812 0.000136728 7.93554e-05 6.58938e-05 4.29785e-05 4.13012e-05 0.0001469 8.42514e-05 threshold=0.014068603515625002 -0.044311523437499993 -0.041381835937499993 0.0028762817382812504 -0.0068511962890624991 -0.00072669982910156239 -0.026550292968749997 0.039184570312500007 -0.020080566406249997 0.033569335937500007 -0.010223388671874998 -0.021911621093749997 -0.027282714843749997 0.028869628906250003 0.20263671875000003 -0.029357910156249997 -0.0058135986328124991 -0.0091857910156249983 -0.010955810546874998 -0.022888183593749997 0.013641357421875002 0.058227539062500007 -0.016418457031249997 -0.022399902343749997 -0.034790039062499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 20 16 5 22 -4 8 -5 15 13 -7 -10 -6 -13 -8 18 -18 -2 -19 -3 -14 -1 -24 -25 right_child=3 2 6 7 10 11 9 -9 12 -11 -12 14 21 -15 -16 -17 17 19 -20 -21 -22 -23 23 24 -26 leaf_value=0.002350137045568604 0 0 0 0 -0.041854435914880424 0 0 0 0 0 0 0 0.06026853584686187 0 0.049837294409867484 -0.06359446976629507 0 0 0.022753209644888243 -0.033436029482278112 0.015541682548027305 0 0 0 -0.027286552737923193 leaf_weight=0.0030849866258222391 0.0010119160957628992 0.0022928121788723379 0.0025858016762114735 0.0020461718560795808 0.0055627011410308569 0.0010129163302607944 0.0010341558644668637 0.0021834145572583443 0.0010651530131653422 0.0014031428990790564 0.0027272519521233107 0.0010316007655433177 0.012561228330916666 0.0010236059997410507 0.0079060008904860979 0.014836008402298265 0.0026631554305822655 0.0013093435751585511 0.003374839836581601 0.0038574154244628272 0.0027280068046167116 0.0010427004013422439 0.0012217068766631201 0.0010757004767327771 0.003636363276712018 leaf_count=456 214 1064 683 216 2017 106 373 1064 297 416 405 172 3262 177 1354 10195 213 300 508 469 458 134 292 78 1035 internal_value=0 -0.0135749 -0.0348831 0.0230925 0.000616583 0.0178814 -0.0477916 0.0395991 0.0463513 -0.0555481 -0.0207209 0.0382311 0.0538826 -0.0341764 0.0449814 -0.0608018 0 -0.00902486 0.00930619 -0.0260973 0 0.0576394 0 -0.00816896 -0.0198944 internal_weight=0.0842781 0.0531628 0.0248799 0.0311153 0.0282828 0.0189693 0.0198591 0.0188987 0.0167153 0.0172733 0.00931356 0.00995052 0.0146691 0.00658631 0.0089376 0.0158702 0.0122167 0.00782991 0.00438676 0.00516676 0.00502082 0.0136039 0.00901876 0.00593377 0.00471206 internal_count=25958 19281 13189 6677 6092 3493 11667 4973 3909 10984 2599 1632 3693 2194 1526 10568 1704 982 722 769 1522 3396 1861 1405 1113 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=21 num_cat=0 split_feature=74 263 126 314 179 282 45 143 359 380 317 107 83 17 139 266 110 14 5 230 split_gain=0.00176486 0.00157991 0.00115375 0.00106249 0.000782323 0.000658589 0.000607026 0.000393738 0.000427278 0.000364904 0.000275143 0.00027223 0.000227755 0.000188582 0.000168432 0.000121212 9.15477e-05 8.68729e-05 4.38922e-05 2.17245e-05 threshold=0.0057525634765625009 -0.054809570312499993 -0.013092041015624998 0.038452148437500007 -0.022399902343749997 0.0016593933105468752 -0.022521972656249997 -0.041381835937499993 -0.042358398437499993 -0.013824462890624998 -0.010528564453124998 0.041137695312500007 -0.016662597656249997 -0.017150878906249997 0.033813476562500007 0.018249511718750003 -0.0048980712890624991 -0.010894775390624998 -0.055541992187499993 0.0090637207031250017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 4 -3 10 -2 -6 -9 -8 -1 17 -12 -14 -11 16 -4 -7 -10 -15 right_child=2 3 15 -5 7 11 9 8 18 14 12 -13 13 19 -16 -17 -18 -19 -20 -21 leaf_value=0 0 0 0 0 0 0 0 0 0 0.054997182238744426 0 0 0 -0.043746786540764887 0 0 -0.025577870702182804 0.042475260676583679 -0.062926370223555808 0 leaf_weight=0.0036559560006281791 0.0025055111738723186 0.0018869332895761195 0.0010016967964077139 0.0028184159766198027 0.0011122138185228848 0.0011096042681515428 0.0023397404734879492 0.001369332216015093 0.0010052147167698396 0.01047567430840957 0.0011085609937708787 0.0012608471566721846 0.0010382052439652503 0.004063528327989732 0.0010058192398076935 0.0023301143473304364 0.0032520561157411967 0.005283506777622903 0.013083239490061526 0.0010101785212839332 leaf_count=875 453 897 329 1140 263 168 483 347 1059 3450 98 324 174 1780 292 727 1395 1227 10151 326 internal_value=-0.0003056 -0.0149611 0.0195367 -0.0340791 -0.0437538 3.97596e-05 0.0352457 -0.0510346 -0.0551964 0.0436653 -0.00769895 0.0278609 -0.0216874 -0.0304679 0.0511177 0 -0.0168805 0.0368121 -0.0603825 -0.0385996 internal_weight=0.0627163 0.0398057 0.0229106 0.0212753 0.0184569 0.0185304 0.0163267 0.01657 0.0154578 0.0138212 0.0108764 0.00765396 0.00722047 0.00611191 0.0114815 0.00658387 0.00425375 0.00639311 0.0140885 0.00507371 internal_count=25958 18829 7129 13857 12717 4972 4678 11820 11557 4225 3253 1719 2378 2280 3742 2451 1724 1395 11210 2106 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=20 num_cat=0 split_feature=169 183 363 363 292 36 364 359 307 361 225 244 64 266 8 148 290 380 45 split_gain=0.00130804 0.00101155 0.00072969 0.000701831 0.000681985 0.000574781 0.000525396 0.000465584 0.00037009 0.000334095 0.000256684 0.000224392 0.000261306 0.000189618 0.000220696 0.000183926 0.000105507 8.90246e-05 0.000108042 threshold=0.00079154968261718761 0.035278320312500007 0.0070648193359375009 0.046020507812500007 -0.041137695312499993 -0.012420654296874998 0.022644042968750003 -0.040161132812499993 -0.026184082031249997 -0.016906738281249997 -0.041381835937499993 -0.010406494140624998 0.018859863281250003 -0.016052246093749997 -0.019592285156249997 -0.0068511962890624991 -0.042602539062499993 -0.0045013427734374991 -0.0086364746093749983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 -1 -4 7 -7 -6 -9 -10 16 15 -11 -15 -13 -2 -3 -19 right_child=2 17 5 -5 8 6 -8 9 10 13 -12 12 -14 14 -16 -17 -18 18 -20 leaf_value=0 0 0 0 0 0 0 0 0 0 0 -0.06055787949502453 0 0 0 0.054847511617717275 -0.03744985776801614 0.018016114858806193 0.023526280835513013 0 leaf_weight=0.0022517048251771117 0.0010118727630867852 0.0011827670728408179 0.0029999479301494594 0.002351118143270269 0.0017102321011392982 0.0010572987143859748 0.00170691145233448 0.0010167528220676987 0.0010153341733456509 0.0012653753683764526 0.010456277212814061 0.0010026121635391405 0.0017031665525166773 0.0011526219573951826 0.011752474330592132 0.0046925740735694887 0.0036046100425082273 0.0035605507011275961 0.0013215487262101524 leaf_count=1208 803 486 1268 810 379 472 547 238 222 182 9608 221 86 585 2952 3763 1218 656 254 internal_value=0 -0.0184569 0.0122609 -0.032025 -0.0404547 0.024183 0.031666 0.0378355 -0.0493306 0.042869 -0.0558473 0 -0.0169637 0.0469615 0.0506809 -0.0288555 0.00498929 9.77958e-05 0.0135041 internal_weight=0.0568158 0.0238495 0.0329662 0.0177847 0.0154335 0.0209514 0.0179514 0.0162445 0.0131818 0.0151872 0.0114716 0.0120148 0.00739835 0.0141705 0.0129051 0.00569519 0.00461648 0.00606487 0.0048821 internal_count=25958 13623 12335 12227 11417 6244 4976 4429 10209 3957 9830 6091 4070 3719 3537 3984 2021 1396 910 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=17 num_cat=0 split_feature=108 287 359 232 247 24 242 88 201 151 365 184 134 141 128 134 split_gain=0.00127453 0.00111865 0.000787586 0.000653936 0.000479079 0.000361857 0.000369683 0.000298311 0.000319979 0.000145557 0.000139965 5.12319e-05 1.14266e-05 1.35825e-05 3.22079e-06 2.19644e-05 threshold=-0.010406494140624998 0.024108886718750003 0.00027847290039062505 -0.0066986083984374991 0.043823242187500007 -0.023254394531249997 0.17236328125000003 -0.051391601562499993 -0.052368164062499993 -0.0099792480468749983 -0.026062011718749997 0.018859863281250003 0.020812988281250003 -0.028015136718749997 0.022644042968750003 0.018371582031250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 14 7 -1 11 -5 -9 12 -11 -7 -3 -14 -2 -16 right_child=3 9 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 15 -17 leaf_value=0 0 0 0 0 0 0.055414051305594403 0 0 -0.054543027323002286 0 -0.025807259009558992 0 0.009645503831696876 0 0 0.0086529598602002322 leaf_weight=0.0010210663653644767 0.001501158275424074 0.0012129527530504447 0.0033421574081522456 0.001195000364088373 0.0023544074886245889 0.011321959464986264 0.0010130026500476683 0.0010290239759171991 0.0075369318607858551 0.0010114605989635095 0.0042869987419926758 0.0010907323443198899 0.0026880952665244706 0.0010474625572740592 0.0011211122858689748 0.0033636765432092375 leaf_count=452 1314 658 1025 492 1486 2451 494 854 12044 258 2113 285 359 311 508 854 internal_value=0.000933249 0.0167614 0.0327356 -0.0164679 -0.0307399 0.0431821 0.0477079 -0.0407882 -0.0473711 0 -0.0165745 0.052532 0 0.0055307 0 0.00267984 internal_weight=0.0461372 0.0280359 0.0177889 0.0181013 0.0121154 0.0144468 0.0134257 0.00976096 0.00856596 0.010247 0.00529846 0.0124127 0.00494851 0.00373556 0.00598595 0.00448479 internal_count=25958 8406 4707 17552 14876 3682 3230 13390 12898 3699 2371 2736 1328 670 2676 1362 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=12 num_cat=0 split_feature=104 287 304 285 57 335 362 375 154 170 349 split_gain=0.00178709 0.00193375 0.00113904 0.000661895 0.000536049 0.000508438 0.000506315 0.000319853 0.000231648 0.000107878 3.93153e-05 threshold=0.032836914062500007 -0.0070343017578124991 -0.0097961425781249983 0.012847900390625002 0.062744140625000014 0.0012245178222656252 -0.036987304687499993 0.075927734375000014 -0.034057617187499993 -0.037963867187499993 -0.018371582031249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 10 -4 6 8 -3 9 -1 -5 -2 right_child=2 4 3 7 -6 -7 -8 -9 -10 -11 -12 leaf_value=0 0 -0.058714800300128746 0 0 0 0 0 0 0.041519086612230666 0.057685144488464693 -0.012012865765293658 leaf_weight=0.0010538685742389475 0.0010040686689052336 0.010531107460046485 0.0021969367706553564 0.0010076720802629788 0.0010881161655547098 0.0015289322257423521 0.0033346607973570039 0.0011600344424600459 0.0048429016599342836 0.0098167092168353065 0.002724367735098098 leaf_count=605 186 12780 1082 336 391 1552 3607 940 659 2962 858 internal_value=0 -0.0182963 0.0240734 0.0391802 -0.0416024 0.0112961 -0.0474677 0.0486702 0.0319831 0.0540198 0 internal_weight=0.0402894 0.0223796 0.0179098 0.0141814 0.0149539 0.0074257 0.0138658 0.0119844 0.00589677 0.0108244 0.00372844 internal_count=25958 19594 6364 5320 16778 2816 16387 4238 1264 3298 1044 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=25 num_cat=0 split_feature=278 5 203 327 50 311 271 331 75 264 141 360 77 48 360 70 71 311 25 48 368 327 368 74 split_gain=0.00232992 0.00186693 0.00140856 0.00129268 0.00107146 0.000984998 0.000659411 0.000475766 0.000428829 0.000368751 0.000343761 0.000336671 0.000152965 0.00015255 0.00012634 0.000248803 0.00019474 0.00013267 0.000117414 1.30429e-05 2.91701e-05 1.16072e-05 5.79707e-06 2.06295e-06 threshold=-0.0035934448242187496 0.029357910156250003 0.013702392578125002 0.011688232421875002 0.028869628906250003 0.25488281250000006 0.024230957031250003 -0.085205078124999986 0.026672363281250003 0.021301269531250003 -0.031860351562499993 0.030456542968750003 -0.0060882568359374991 -0.011199951171874998 0.0052642822265625009 -0.0044403076171874991 0.021911621093750003 0.24462890625000003 0.038696289062500007 0.0079650878906250017 0.036743164062500007 0.037475585937500007 -0.011627197265624998 -0.011993408203124998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 10 7 6 18 -5 -3 22 11 13 -12 -2 17 16 -16 -4 -1 20 -6 -8 -9 -21 right_child=1 8 14 4 19 -7 21 9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 leaf_value=-0.063175693601540503 0 -0.042411169658702147 -0.022225929055949709 0 0 0 -0.0070621152458328193 0 0 0 0 0 0.029420296406921551 -0.040559116240647126 0.037648424550143965 0 0 0 0 0 0.011658144536999792 0 0.058272430618340282 -0.003432342825270147 leaf_weight=0.011464752889665419 0.0010230566547448916 0.0051899653261386893 0.0030705533741652866 0.0038786587495422921 0.0011272907957931002 0.0022909630589111876 0.0023273170946751512 0.001016163409410349 0.0011607265009700996 0.0010557622056808205 0.0014692685926434024 0.0015574537297027291 0.0029723836728123842 0.0044294700312690338 0.0038864476117623789 0.0034030398676705422 0.0012717272770501609 0.0010938757461786963 0.0011213493084696333 0.0010800230088250373 0.0030514067710498693 0.0022883729415639209 0.016200585756514847 0.0023794828853311856 leaf_count=9987 156 1438 977 748 198 329 1251 453 123 108 144 204 651 1631 968 689 231 287 209 254 406 293 3943 280 internal_value=0 0.0139377 -0.0208857 0.0235475 0.0346638 -0.0379946 -0.0469943 0.0458215 -0.0281906 0.0529685 0 -0.0184819 0.0153248 -0.0325055 0 0.0111966 0.0262758 -0.006757 -0.0595171 0 0.00542596 0 0.0564968 -0.00146287 internal_weight=0.0798101 0.0475917 0.0322184 0.041241 0.0297894 0.0194928 0.0172018 0.0221512 0.00635069 0.0182725 0.0114516 0.00700998 0.00444165 0.00545253 0.0127256 0.00856121 0.00515817 0.00416443 0.0125861 0.0076382 0.0041787 0.00461569 0.0172167 0.00345951 internal_count=25958 10737 15221 9176 6390 12069 11740 5252 1561 4504 2786 1991 795 1787 3152 1888 1199 1264 10196 1138 604 1544 4396 534 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=16 num_cat=0 split_feature=296 308 353 79 6 368 169 156 282 191 349 67 308 308 10 split_gain=0.00141752 0.00163584 0.00103687 0.000951533 0.000892989 0.000774005 0.000619766 0.000436033 0.000508913 0.000403275 0.000378937 0.000309081 0.000259204 0.000136357 1.70964e-05 threshold=-0.0059967041015624991 -0.028869628906249997 0.016784667968750003 -0.014312744140624998 0.032348632812500007 0.051635742187500007 0.022399902343750003 0.045288085937500007 0.011138916015625002 -0.021545410156249997 -0.0063018798828124991 0.016296386718750003 0.028747558593750003 -0.0058441162109374991 0.038452148437500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 5 14 7 6 9 8 11 12 -1 -5 -2 -4 -3 right_child=2 3 13 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.040325079683097807 0.057138451583952643 0 0 -0.060904433376680278 0 0 0 0 0 0 0 0 0 -0.019518587132982091 0.0075972625400891058 leaf_weight=0.0043186249637372498 0.011845334502055493 0.0034922896400360051 0.002702394071562253 0.013625944225431397 0.0036487351141332161 0.001317848860111325 0.0016229498746938012 0.0021307850452458857 0.0027821331243416117 0.0011267313122616 0.002519240020575352 0.0010777961545969115 0.0012022553568087338 0.0035814027369198689 0.002962018524698351 leaf_count=1301 3721 1202 1057 10717 591 427 516 640 777 656 427 287 362 2632 652 internal_value=0 -0.0132651 0.0181903 -0.0256531 -0.0353502 0.0325291 0.0404521 -0.0440147 -0.0492212 0.0475498 0.0217449 -0.0568089 0.0525862 -0.000371321 0 internal_weight=0.0599565 0.0365576 0.0233989 0.0297197 0.0232654 0.0171151 0.0157973 0.0196167 0.0174859 0.0141743 0.00683786 0.0147037 0.0130476 0.0062838 0.00645431 internal_count=25965 16594 9371 14866 13012 5682 5255 12421 11781 4739 1728 11004 4083 3689 1854 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=18 num_cat=0 split_feature=327 249 337 306 292 121 347 223 224 359 196 310 345 120 85 120 76 split_gain=0.00128997 0.0013661 0.000827167 0.000671428 0.000631372 0.000596394 0.00057643 0.000382822 0.000332895 0.000331554 0.000252749 0.000340028 0.000303026 0.000222479 6.70602e-05 2.53843e-05 1.37002e-05 threshold=0.033813476562500007 -0.025329589843749997 -0.019714355468749997 0.074462890625000014 -0.045288085937499993 0.023620605468750003 0.011260986328125002 0.034057617187500007 0.015930175781250003 0.028747558593750003 -0.010772705078124998 -0.017761230468749997 -0.0014991760253906248 0.0063629150390625009 0.035766601562500007 -0.059204101562499993 -0.018981933593749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 10 -5 7 9 8 15 13 -1 -12 -13 16 -6 -2 -4 right_child=5 2 6 4 14 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 leaf_value=-0.0037524492649620464 0 0 0.056359601404486828 0 -0.049009122482618628 0 0 0 0 0 0 0 0.03859568829612052 0 0 -0.053042213538271946 0 leaf_weight=0.0026577476322557922 0.0010379573357965936 0.0042518296749847187 0.011221465820511867 0.0013006708248184395 0.0059262480685333685 0.0015848061166110492 0.0016481551642257833 0.0011172556612208959 0.0012531418813530601 0.0010765747524246203 0.0014132491160516744 0.0016871009496242104 0.0059968815862561069 0.0013399617973206554 0.0011111235660692387 0.0083372620285757631 0.0010095630458550895 leaf_count=950 440 2540 2699 402 6185 394 239 234 671 250 831 378 1467 271 369 7467 178 internal_value=0 0.00832684 0.0278443 -0.00522336 -0.0294873 -0.0275009 0.0385382 -0.0369608 -0.0432423 0.045231 0.00103285 0.016586 0.0277165 0.0495222 -0.0439018 -0.0497485 0.0538797 internal_weight=0.053971 0.0406406 0.0205476 0.020093 0.00833804 0.0133304 0.0162957 0.0117456 0.0106284 0.0146476 0.011755 0.00909723 0.00768398 0.013571 0.00703737 0.00937522 0.012231 internal_count=25965 16759 6177 10582 6956 9206 3637 8812 8578 3398 3626 2676 1845 3148 6554 7907 2877 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=15 num_cat=0 split_feature=134 162 158 152 287 295 308 127 90 359 199 347 326 155 split_gain=0.00121911 0.00106033 0.000703354 0.000497618 0.000479212 0.000295141 0.000288932 0.000439706 0.000173163 9.78148e-05 0.00020981 9.56804e-05 1.73027e-05 8.7015e-06 threshold=0.035034179687500007 0.017028808593750003 -0.030212402343749997 0.0046234130859375009 -0.021179199218749997 -0.042846679687499993 0.048706054687500007 -0.023010253906249997 0.0052642822265625009 -0.0020065307617187496 -0.031616210937499993 0.0040130615234375009 0.0054779052734375009 -0.0025711059570312496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 5 -4 -2 7 -6 -7 10 -1 -3 -12 -11 right_child=1 11 4 -5 6 8 -8 -9 -10 13 12 -13 -14 -15 leaf_value=0 0 -0.016600514039593249 0 0 0 0.053421166039150106 0 -0.050389397512972361 0 0 0.028412518705564816 0 0 -0.006136304971834418 leaf_weight=0.0015909941524405724 0.0010568439079179379 0.0034719810485963612 0.0020656423582146042 0.0021457539711313709 0.0018930934858811818 0.010158205522451169 0.0010103488337982478 0.0088913373238082016 0.0010917663310152656 0.0010171195320722859 0.0040249878381271031 0.0018464903696013835 0.0010061285564901823 0.0023108756041434475 leaf_count=1277 947 2151 503 716 1097 1940 371 10666 196 215 1659 490 443 3294 internal_value=0 0.0210098 -0.0120615 0.036572 -0.0275203 0.0444416 -0.0360042 -0.0410568 0.0492234 0 0.0121536 0 0.0247273 0 internal_weight=0.0435816 0.019771 0.0238105 0.0144526 0.0138604 0.0123068 0.0117948 0.0107844 0.01125 0.00995011 0.00662211 0.00531847 0.00503112 0.003328 internal_count=25965 6440 19525 3799 12637 3083 12134 11763 2136 6888 3379 2641 2102 3509 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=11 num_cat=0 split_feature=104 197 327 74 349 183 78 286 97 353 split_gain=0.00166061 0.00131826 0.00105579 0.000694242 0.000568176 0.000386799 0.000368937 0.000315361 7.55993e-05 6.21469e-05 threshold=0.016174316406250003 -0.025817871093749997 -0.036010742187499993 0.0062713623046875009 0.015563964843750002 -0.013397216796874998 -0.023986816406249997 -0.012420654296874998 0.0036849975585937504 0.036743164062500007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 7 -1 4 5 -3 -4 -2 -7 -8 right_child=1 3 6 -5 -6 8 9 -9 -10 -11 leaf_value=0 0 0 0 0 0 0.057966858951559321 -0.057658142515491929 -0.031431488206512259 0 0 leaf_weight=0.0027418166500794436 0.0034030834661358256 0.0015806424606594734 0.0014528932329724862 0.002048208930869321 0.0026965277754094066 0.010667901706302278 0.0076728391126721363 0.0037503870227801875 0.0010555067311450736 0.001010459837605282 leaf_count=699 851 569 1671 609 1870 2992 11787 3801 383 733 internal_value=0 0.0153868 -0.0287431 0.0321 0.0399525 0.0484437 -0.0457301 -0.00878084 0.0547096 -0.0535353 internal_weight=0.0380803 0.0252023 0.012878 0.0180488 0.0160006 0.0133041 0.0101362 0.00715347 0.0117234 0.0086833 internal_count=25965 11075 14890 6423 5814 3944 14191 4652 3375 12520 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=25 num_cat=0 split_feature=141 350 92 311 250 187 262 50 34 360 245 254 200 311 46 209 50 208 102 228 285 297 50 311 split_gain=0.00192212 0.00158381 0.0014948 0.000713182 0.000642707 0.000606035 0.000592883 0.000348404 0.000284183 0.000270359 0.000237348 0.000223637 0.000300321 0.000299707 0.000183025 0.000179677 0.000176223 0.000172581 8.0463e-05 6.3468e-05 0.000214717 3.92069e-05 1.90766e-05 7.40306e-06 threshold=-0.026550292968749997 -0.0064849853515624991 0.021423339843750003 0.26269531250000006 0.0053253173828125009 -0.0052947998046874991 -0.0070953369140624991 0.035522460937500007 0.063232421875000014 0.032348632812500007 -0.066650390624999986 0.021911621093750003 -0.030944824218749997 0.24169921875000003 -0.038452148437499993 0.0087585449218750017 0.051147460937500007 -0.037475585937499993 0.033813476562500007 0.020324707031250003 0.0081481933593750017 -0.0090026855468749983 0.0015449523925781252 0.22802734375000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 9 7 15 17 10 -1 12 -4 -14 -12 -3 21 -2 -16 -8 -21 -13 -22 -6 right_child=4 6 11 -5 23 -7 19 -9 -10 -11 14 16 13 -15 18 -17 -18 -19 -20 20 22 -23 -24 -25 leaf_value=0 0 0.041341481013958209 0 0 -0.0021905252110289079 0 0 0 0 0 0 0 -0.036124455411737512 0 -0.061184352490989073 0 0 0.052012827767345407 0 0 0 0.033617056834753446 -0.027156335375808135 0.0046583661439554228 leaf_weight=0.0012349941196987358 0.0014144951997252528 0.0073587366327814152 0.0016958460746714374 0.0017579170818322601 0.0032837084017884868 0.0015129434091178942 0.0027039157906187938 0.0010125774937677088 0.0014291038753455618 0.0017380037104359749 0.0011178068346140392 0.0010181087459883997 0.0048988439630761596 0.0012953441591179171 0.014884765053118094 0.0018718317998605016 0.0010150969156086376 0.0091734238308021077 0.0010072674905678971 0.002736407702553123 0.0010252388336091656 0.003537744057567239 0.0040308288695634076 0.0026853714141168439 leaf_count=605 455 1578 537 178 1575 550 334 193 219 523 364 276 3225 212 8062 458 185 2219 281 664 388 1579 775 530 internal_value=0 -0.00969356 -0.0232634 -0.0386948 0.027722 -0.0441759 0.00811968 0.0266889 0.0410496 -0.0490157 -0.0527218 0 -0.00705423 -0.0234142 -0.0558653 0.0341743 0.0181922 0.0467003 -0.0587845 0 -0.00902483 0.0281336 -0.0234563 0 internal_weight=0.0754403 0.0574542 0.0367147 0.0232537 0.0179861 0.0214958 0.0207395 0.0102431 0.012017 0.0199828 0.0182448 0.013461 0.00789003 0.00619419 0.0170098 0.00923057 0.00557095 0.0105879 0.015892 0.0104964 0.00779248 0.00455585 0.00505607 0.00596908 internal_count=25965 20967 16577 10563 4998 10385 4390 2229 2893 9835 9312 6014 3974 3437 8707 2036 2040 2674 8343 2161 1827 1855 1163 2105 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=19 num_cat=0 split_feature=285 100 283 127 325 267 80 90 120 382 97 213 250 229 46 325 191 350 split_gain=0.00147592 0.00137521 0.000919686 0.000951248 0.000738533 0.000630104 0.000527141 0.000441571 0.00035818 0.000237258 0.000204964 0.000195889 0.000191497 7.44903e-05 6.04719e-05 0.000163103 0.000171235 1.38121e-05 threshold=0.032592773437500007 -0.0010490417480468748 0.066162109375000014 -0.010345458984374998 0.014862060546875002 -0.019836425781249997 -0.049438476562499993 0.014739990234375002 0.027526855468750003 -0.0020980834960937496 0.014862060546875002 -0.023376464843749997 0.027893066406250003 0.034790039062500007 -0.0039825439453124991 0.0049896240234375009 -0.032592773437499993 -0.033081054687499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 14 -2 12 10 11 -8 -5 -7 -13 -3 16 -16 -4 right_child=6 5 17 4 -6 7 8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 leaf_value=0 0 0 0 0 0 -0.047823232641064903 -0.051660991737436636 0 0 0 0 0.057991395501809984 0 0 0.032144382991920663 0 0 -0.0072525292658445865 leaf_weight=0.0031003175737396296 0.0020275346130951286 0.0021203823949313971 0.0018348508560848131 0.0011519348997808222 0.0027797588397717723 0.0062304644908017792 0.0086269643506717841 0.0014432395113956886 0.001118642369853263 0.0010082546126426476 0.0014358383097388136 0.013661331049952707 0.001037400936112931 0.0010070711348362247 0.0038209835705558248 0.0010364811818703856 0.0010344022512711604 0.0026259026794903653 leaf_count=898 1067 1032 355 328 745 4091 8553 325 387 229 429 4558 185 203 1049 431 512 588 internal_value=0 0.00775221 0.0233174 0.0324884 0.041322 -0.00983554 -0.0302929 -0.0301504 -0.0394398 0.0492789 -0.0456548 0.0522795 -0.0411962 0.0555097 0 0.0101309 0.0214585 0 internal_weight=0.0571018 0.0438928 0.0271694 0.0227087 0.0196084 0.0167234 0.013209 0.0087111 0.0111814 0.0168286 0.0100628 0.0158203 0.00726787 0.0146684 0.00801225 0.00589187 0.00485539 0.00446075 internal_count=25965 15529 7904 6961 6063 7625 10436 4601 9369 5318 8982 5089 4276 4761 3024 1992 1561 943 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=20 num_cat=0 split_feature=292 8 10 225 121 78 326 11 18 64 36 226 365 333 268 142 330 10 261 split_gain=0.00115051 0.000958008 0.000948997 0.000936073 0.00103697 0.000615682 0.00053572 0.000490554 0.000343845 0.00030182 0.000286161 0.000186972 0.000197199 0.00015543 0.000109227 0.000100301 4.54054e-05 5.43595e-07 1.744e-08 threshold=-0.018859863281249997 -0.018493652343749997 0.043579101562500007 -0.036987304687499993 0.017395019531250003 0.054321289062500007 -0.048950195312499993 0.0050201416015625009 -0.026794433593749997 0.010589599609375002 -0.012420654296874998 -0.016296386718749997 -0.034545898437499993 -0.013336181640624998 -0.026428222656249997 0.015380859375000002 -0.0022964477539062496 0.016174316406250003 0.041137695312500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 7 9 5 6 -5 8 -3 -2 -10 -8 -13 -12 -1 -14 17 -6 -4 right_child=3 2 18 4 16 -7 11 -9 10 -11 13 12 15 -15 -16 -17 -18 -19 -20 leaf_value=0 0 0 -0.00021626271759803508 0 0.01404856154594991 0 0 0 0 0.032127964267751045 0 0 -0.059935985783711482 0.055811314232494927 -0.023796439616992807 0 0 0 0 leaf_weight=0.0010070008483715753 0.0013821336141752729 0.0010618713450654101 0.0037289074708866101 0.001086312931086293 0.0023281392584735272 0.001324501673778399 0.0010142792290466192 0.0010462683566530009 0.0010603069291761349 0.0033125254414159144 0.0010227094453298937 0.0011320458067842739 0.011623148496155988 0.011762891454306874 0.0030391366188098337 0.001013834373331691 0.0013994592477040149 0.001009644486444472 0.0010685930402658528 leaf_count=946 523 488 2776 286 402 158 253 446 176 480 141 866 9424 3187 3067 219 1303 457 367 internal_value=0 0.0148101 0.0263337 -0.0150939 -0.0261749 -0.0384315 -0.0445894 0.0386888 0.0439424 0.00924238 0.0482427 -0.0499669 -0.0530698 0.0523849 -0.0124654 -0.0567869 0 0.0116634 0 internal_weight=0.0514237 0.0247977 0.0207515 0.026626 0.0219314 0.0171941 0.0158696 0.015954 0.0149078 0.00469466 0.0138459 0.0147833 0.013769 0.0127856 0.00404614 0.012637 0.00473724 0.00333778 0.0047975 internal_count=25965 11594 7581 14371 13368 11206 11048 4438 3992 1003 3504 10762 10509 3328 4013 9643 2162 859 3143 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=11 num_cat=0 split_feature=291 88 184 108 214 214 3 284 336 284 split_gain=0.0011568 0.00129369 0.000777198 0.000760308 0.000498572 0.00043608 0.000406005 0.000342509 0.000113337 6.06868e-05 threshold=-0.0068511962890624991 -0.039428710937499993 0.011749267578125002 -0.026184082031249997 -0.036743164062499993 0.011444091796875002 -0.024108886718749997 -0.025939941406249997 -0.057495117187499993 -0.0090026855468749983 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 -3 -5 -1 -2 -8 -9 -7 right_child=2 3 -4 4 -6 9 7 8 -10 -11 leaf_value=0 0 0 0 0 -0.051170434811054849 0 0 0 0.05081762876736462 0.039944497357287743 leaf_weight=0.0034961262445278862 0.0012151599779333102 0.0046661440805735302 0.0040076588431681151 0.001183396540485048 0.010525427478356166 0.0010023368223102125 0.0012107622835841872 0.0010037071700566011 0.0096422148395376474 0.0037550341836407597 leaf_count=2050 1093 1193 1681 1018 14368 436 605 154 2377 990 internal_value=0 -0.011143 0.0223216 -0.0302369 -0.0439086 0.0111372 0.0352926 0.0414204 0.0472493 0.0336427 internal_weight=0.041708 0.0246285 0.0170795 0.016375 0.0117088 0.0082535 0.0130718 0.0118567 0.0106459 0.00475737 internal_count=25965 20055 5910 16579 15386 3476 4229 3136 2531 1426 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=11 num_cat=0 split_feature=304 180 78 88 68 370 35 286 254 117 split_gain=0.00123548 0.00117667 0.000807031 0.000566839 0.000530818 0.00028956 0.00025398 0.000162376 0.000100886 1.9278e-06 threshold=-0.0097961425781249983 0.014739990234375002 0.015472412109375002 -0.039916992187499993 0.012786865234375002 0.0037460327148437504 -0.063232421874999986 -0.018127441406249997 0.030456542968750003 0.018249511718750003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 8 7 -5 -3 9 -2 right_child=1 5 -4 6 -6 -7 -8 -9 -10 -11 leaf_value=0 0.055849144355671433 0 0 0 0 0 -0.05147164167600167 -0.03691046951091824 0 0 leaf_weight=0.0022095833088506822 0.0092452939355531782 0.0013336910654615508 0.003672646739758533 0.0010641158668107664 0.0037282425682860785 0.0025539569051424849 0.0064220930306788659 0.003966582030354715 0.0010044439351126764 0.0010035294396146819 leaf_count=712 3695 416 2742 553 1823 1522 6477 6935 524 566 internal_value=0 0.0115702 0.0278135 -0.030137 0.0387546 -0.010613 -0.0439714 -0.0267061 0.0497112 0.0530267 internal_weight=0.0362042 0.0265084 0.0186542 0.00969579 0.0149815 0.00785423 0.00748621 0.00530027 0.0112533 0.0102488 internal_count=25965 18223 9350 7742 6608 8873 7030 7351 4785 4261 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=22 num_cat=0 split_feature=356 254 339 149 186 376 119 258 183 50 328 365 326 18 240 291 301 200 146 60 292 split_gain=0.00179354 0.00179244 0.00135313 0.000876274 0.000804395 0.00050035 0.000481192 0.000469214 0.00043727 0.000407473 0.000394935 0.00029976 0.000297767 0.000248476 0.000191012 0.000179749 0.000173671 0.000103552 5.66227e-05 1.24418e-05 1.77912e-06 threshold=0.014434814453125002 0.016052246093750003 -0.0010261535644531248 0.020446777343750003 -0.053588867187499993 0.048706054687500007 0.0061492919921875009 0.033081054687500007 -0.026184082031249997 0.0085754394531250017 -0.027038574218749997 -0.032104492187499993 -0.0055999755859374991 0.033813476562500007 -0.028625488281249997 -0.046264648437499993 -0.044799804687499993 -0.019592285156249997 -0.043823242187499993 -0.024597167968749997 -0.017395019531249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 -1 15 7 10 -2 20 -3 -10 19 16 -12 -6 -11 -14 -13 -4 -8 right_child=2 6 12 -5 5 -7 9 -9 11 13 14 18 17 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0 0 0 -0.030319858436168603 0 0 0 0 0 0 0 0 0 0.017849928191387164 0 0.044422094931752254 -0.057078279492212614 -0.043475598465084371 0 0.058685706564710775 0 0.0023660103812518708 leaf_weight=0.0025072489891329033 0.0020796851050590695 0.0015399474811488298 0.0033744085481224317 0.0033637964806203504 0.0010642365139084129 0.0016099978918262545 0.001671452068421786 0.0020268825968514656 0.0011815827666268293 0.0010916214861254048 0.0010364514093552674 0.0010805916681420049 0.0032500060610658466 0.0011403864509276218 0.0072649537089048959 0.012509648823762376 0.0049327631828610663 0.0033404103872101132 0.011666523061364847 0.0010021200056371526 0.0031781159320303232 leaf_count=620 552 360 2505 397 866 399 530 607 356 144 268 176 690 116 1518 8052 1847 1096 4061 250 555 internal_value=0 -0.01386 0.0181088 0.0348148 -0.0382703 -0.0472887 0 0.0178572 0.0448792 -0.00924736 0.0293484 0.0512719 0 -0.0266854 0.0386892 -0.0535731 -0.0354874 0 0.0557462 -0.0260839 0 internal_weight=0.0719128 0.0415737 0.0303391 0.0193722 0.0176911 0.0151839 0.0238826 0.0118682 0.0160084 0.0120143 0.00984135 0.0139287 0.0109669 0.00716477 0.00830141 0.0135739 0.00602438 0.00659042 0.0127471 0.00437653 0.00484957 internal_count=25965 15882 10083 5542 9937 9317 5945 2753 5145 3192 2146 4593 4541 2107 1786 8918 1991 1786 4237 2755 1085 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=19 num_cat=0 split_feature=285 182 267 96 353 74 80 163 102 100 127 148 357 221 53 325 203 353 split_gain=0.00120428 0.00125383 0.000806133 0.000792755 0.000489168 0.000480189 0.000473006 0.00043981 0.000319088 0.000236436 0.000165844 0.000186284 0.000164313 0.000115305 8.97355e-05 7.42832e-05 1.23908e-05 1.63462e-06 threshold=0.032592773437500007 0.013702392578125002 -0.011993408203124998 -0.011810302734374998 0.024108886718750003 0.021179199218750003 -0.048217773437499993 0.023742675781250003 0.015563964843750002 -0.00068855285644531239 -0.019470214843749997 0.0031814575195312504 0.028259277343750003 0.045776367187500007 0.032348632812500007 0.010162353515625002 -0.015808105468749997 -0.0060272216796874991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 13 -2 10 14 12 -1 -12 -5 -3 -8 -14 -4 -11 right_child=6 3 16 9 -6 -7 8 -9 -10 17 11 -13 15 -15 -16 -17 -18 -19 leaf_value=0 0 -0.049464886239589591 0 0 0 0 -0.053956019707787933 0 0 0 0 0.055926042822073196 0.034414500107843693 0 0 0 -0.0064992997705370249 -0.002616112219355338 leaf_weight=0.0011198809716006517 0.0021227839136095392 0.0060736289029534873 0.0028103464831374936 0.0016676596995353066 0.0016330534182316106 0.001555681995576208 0.0064924238597612316 0.0010221864456454463 0.0029126567059805097 0.0014610199654399025 0.002117616147906177 0.010992481471934212 0.0040199660672897153 0.0010019970862913397 0.0010017406709863508 0.0010304443408486463 0.0029333351128570931 0.0023883625438543277 leaf_count=249 1145 3037 482 257 623 746 7713 406 1163 320 636 4655 1005 566 415 211 1576 760 internal_value=0 0.00684523 0.0244333 -0.00717783 0.0357418 -0.0321218 -0.0283676 0.041653 -0.0377277 0.00101026 0.046569 0.0498039 0.0188028 -0.044015 -0.049014 0.0282069 0 0 internal_weight=0.0543573 0.0418277 0.0226289 0.0191988 0.0168852 0.00863131 0.0125296 0.0152522 0.0104068 0.0105675 0.01423 0.0131101 0.00671807 0.00707563 0.00749416 0.00505041 0.00574368 0.00384938 internal_count=25965 15529 8627 6902 6569 4349 10436 5946 9291 2553 5540 5291 1473 3603 8128 1216 2058 1080 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=19 num_cat=0 split_feature=33 326 169 271 93 94 185 103 365 39 38 195 327 294 134 4 339 82 split_gain=0.00103293 0.00127499 0.00096543 0.000641015 0.000521393 0.000270592 0.000251882 0.000232286 0.000199638 0.000184818 0.000110501 8.65738e-05 0.000134653 6.82801e-05 5.34113e-05 0.000111304 2.61284e-05 2.1679e-05 threshold=0.016296386718750003 -0.024719238281249997 0.0075225830078125009 0.031860351562500007 -0.0042266845703124991 -0.048217773437499993 -0.0049591064453124991 0.045532226562500007 -0.029602050781249997 0.0047760009765625009 -0.031860351562499993 0.057006835937500007 0.025207519531250003 -0.0032424926757812496 0.024597167968750003 0.0041046142578125009 0.026916503906250003 0.026306152343750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 4 -4 -3 8 10 -1 13 -6 -8 17 -10 15 -2 -7 -13 right_child=1 5 3 -5 7 16 11 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0 0 0 0 0 0 -0.055800023605094597 0 0 0 0 0.052532163071089211 0.024990235369493869 0 -0.039358791270403884 0 0.022562938022036502 0 0 leaf_weight=0.0013716109484107619 0.0010113379305920498 0.0013383659264576417 0.002338305400204633 0.0026421861525314219 0.0010544360716124865 0.0074209680509547127 0.002434815238228083 0.0010271233883969453 0.001008860417037738 0.0011397707897131681 0.010009300941774768 0.0038895086254058242 0.0010076498686437674 0.0045642524920701533 0.0011557860256132813 0.003235494289580032 0.0011993419577862596 0.0011258337870110324 leaf_count=227 937 588 1170 581 357 9139 1140 153 147 471 2098 788 496 2738 1531 2312 581 511 internal_value=0 -0.0219322 0.00935248 0.0271353 0.0362685 -0.0449696 -0.00121462 0.0447328 -0.0177364 -0.0260048 0.0489566 0 0.0119891 -0.0338552 0 0.0112146 -0.0514794 0.0210023 internal_weight=0.0489749 0.0153613 0.0336137 0.0170714 0.0144292 0.00995868 0.0165423 0.0120909 0.00808449 0.00671288 0.0110637 0.00845781 0.00602299 0.00557311 0.00540262 0.00424683 0.00862031 0.00501534 internal_count=25965 15088 10877 4359 3778 10308 6518 2608 3583 3356 2455 2935 1795 2885 4780 3249 9720 1299 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=13 num_cat=0 split_feature=328 359 211 370 307 381 254 199 74 56 239 74 split_gain=0.00100354 0.000999163 0.000630409 0.00043289 0.000380723 0.000392409 0.000418817 0.000345661 0.00024287 0.000107738 9.61923e-05 8.19044e-08 threshold=-0.036743164062499993 -0.0059051513671874991 0.0087585449218750017 -0.034545898437499993 0.018127441406250003 0.014434814453125002 0.0041351318359375009 -0.034790039062499993 -0.028747558593749997 0.028137207031250003 -0.014373779296874998 0.017150878906250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 -3 5 -2 -7 -4 -8 -10 -9 -1 right_child=1 3 7 -5 -6 6 8 10 9 -11 -12 -13 leaf_value=-0.00050695833553718176 0 0 0 -0.050301054830418239 -0.023474342971702252 0 0 0.049120710840135771 0.04501228905349075 0 0 0 leaf_weight=0.0031868382714108643 0.0028928810163133542 0.0014452218487939206 0.0013602722254653097 0.006556099790282488 0.0035038116679135803 0.0015172182939124932 0.0012464631488224871 0.0076632737437947202 0.0066604412555015795 0.0010104116008911035 0.0010020819672078556 0.0018168240158331628 leaf_count=988 1895 828 657 8117 7732 1212 975 1731 1048 268 299 215 internal_value=0 -0.00955619 0.0227341 -0.0391429 0 0.0118658 0.0235775 0.0374644 0.0334686 0.040234 0.0449757 0 internal_weight=0.0398618 0.0248325 0.0150293 0.00800132 0.0168312 0.0133274 0.0104345 0.0100256 0.00891732 0.00767085 0.00866536 0.00500366 internal_count=25965 22075 3890 8945 13130 5398 3503 2687 2291 1316 2030 1203 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=12 num_cat=0 split_feature=271 285 172 249 213 244 113 381 218 370 375 split_gain=0.00102526 0.000891842 0.000654291 0.00041871 0.000310098 0.000278345 0.000278249 0.000323006 0.000187294 0.000178059 7.49689e-06 threshold=0.0096130371093750017 0.023376464843750003 0.057739257812500007 -0.010528564453124998 -0.029357910156249997 -0.027770996093749997 -0.013092041015624998 0.068115234375000014 -0.019836425781249997 0.020324707031250003 0.074462890625000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 5 -2 -3 -1 -8 -7 -6 -10 right_child=1 3 -4 -5 9 8 7 -9 10 -11 -12 leaf_value=0 0.0075399521051166653 0 0 0 -0.031905164729391776 0 -0.053470555936184452 0 0.052650014432907954 0 0 leaf_weight=0.0016552361721799977 0.0030525165506212204 0.0010586703748067814 0.0039004663953434724 0.0012151542207945462 0.0046250362425404035 0.0011770509400186322 0.0065406673950931795 0.001153473036469066 0.0079164065872241451 0.0011270158954843623 0.00103024641806826 leaf_count=1438 701 716 4047 645 4544 293 9293 706 2720 165 697 internal_value=0 0.0139189 -0.0215355 0.0324145 0 0.039234 -0.0368386 -0.0448405 0.0444435 -0.0225596 0.0494412 internal_weight=0.0344519 0.0212021 0.0132498 0.0123975 0.00880457 0.0111824 0.00934938 0.00769414 0.0101237 0.00575205 0.00894665 internal_count=25965 10481 15484 5071 5410 4426 11437 9999 3710 4709 3417 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=21 num_cat=0 split_feature=278 5 324 191 353 25 382 75 86 34 119 102 223 88 34 129 316 107 211 262 split_gain=0.00163003 0.00143579 0.00110476 0.000782171 0.00074347 0.000648118 0.000568897 0.000418369 0.000518633 0.000385525 0.000279887 0.000217431 0.000159081 0.000130935 9.81428e-05 7.62511e-05 7.04471e-05 8.20375e-05 7.63721e-06 5.61784e-06 threshold=-0.0035934448242187496 0.0003461837768554688 -0.011932373046874998 -0.028625488281249997 0.019592285156250003 0.037231445312500007 -0.035766601562499993 0.011383056640625002 0.039916992187500007 0.059448242187500007 0.019470214843750003 0.0027084350585937504 -0.0079650878906249983 -0.039428710937499993 0.041381835937500007 -0.045532226562499993 0.0055694580078125009 0.044067382812500007 -0.0003595352172851562 0.016540527343750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 5 6 15 -2 8 -3 10 13 18 -10 -8 19 -4 17 -9 -1 -13 right_child=1 7 3 -5 -6 -7 9 16 12 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0 0 0 0 0 0 0 0 0.02011968102488345 0 0 0 0.031294362792524261 -0.047572505466685032 0.059289299526725237 0 -0.055787318244131551 0 0 -0.0059920609798944854 0 leaf_weight=0.0010453480278904692 0.0022536225444902405 0.0041433402858217505 0.0010560267067276649 0.0043615249070789721 0.0049803949977054165 0.00201606680036548 0.0011172769898877251 0.0039373479867563779 0.001231727620698563 0.0015115450997384974 0.0019858513838002531 0.0032735773049665795 0.0049091613047735913 0.011812252491530732 0.0011678247721533808 0.011604933912391147 0.0016070760716644372 0.0011331973560686492 0.0022931938825365705 0.001071067337328202 leaf_count=412 874 1095 652 1987 1103 468 268 736 350 394 227 486 1551 3674 309 8880 252 192 1851 204 internal_value=0 0.0124494 -0.0189396 -0.0332528 0.0293885 -0.0443538 0.0386256 -0.00358795 -0.0205263 0.0451989 0.0500844 0 -0.039372 0.0557691 0.0198331 -0.0528433 0.00321465 0.0123508 -0.0013367 0.0269254 internal_weight=0.0685124 0.0406228 0.0278896 0.0190386 0.0236609 0.014677 0.0186805 0.0169619 0.0102842 0.0164269 0.0149154 0.00885101 0.00614089 0.0129295 0.00551247 0.012661 0.00667762 0.00507055 0.00333854 0.00434464 internal_count=25965 10716 15249 11987 6540 10000 5437 4176 2996 4563 4169 3262 1901 3942 999 9532 1180 928 2263 690 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=17 num_cat=0 split_feature=122 58 127 259 254 96 206 342 314 191 296 254 0 369 364 308 split_gain=0.00113597 0.00104284 0.000742882 0.000655348 0.000609947 0.000511065 0.000463282 0.000383018 0.000363085 0.000360899 0.000366815 0.000261658 0.000240282 7.34884e-05 5.12707e-05 4.54166e-05 threshold=0.0044097900390625009 0.034790039062500007 -0.015930175781249997 -0.0033645629882812496 -0.013275146484374998 -0.020080566406249997 0.065185546875000014 0.014739990234375002 0.0036544799804687504 -0.039672851562499993 -0.025939941406249997 0.034301757812500007 -0.056030273437499993 -0.015167236328124998 0.020812988281250003 0.014556884765625002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -5 -4 7 12 13 10 -10 15 -2 -1 -15 -7 right_child=6 2 5 4 -6 11 -8 -9 9 -11 -12 -13 -14 14 -16 -17 leaf_value=0 0 0 0 0 -0.047660848621338521 0.055881093160402101 0 0 0 0 0.041475356552217756 0 -0.050591823841517572 -0.019481789585599374 0 0 leaf_weight=0.0017315562969955067 0.0010154283342842527 0.0020119497217550028 0.0019843125832892392 0.0014939279992347556 0.0054976759130731523 0.0089734376824566198 0.0035087022176476532 0.0011381446077933796 0.0013906125623179832 0.0022992533024464032 0.0064422354525923708 0.0010979398463462084 0.0078972909091774568 0.0033395178396062866 0.0012017555802259494 0.0010652780886459831 leaf_count=243 235 670 558 515 5070 4017 1973 783 1023 1020 1734 241 5919 1302 235 381 internal_value=0 0.00722642 0.0286381 -0.00111881 -0.0302289 0.0388855 -0.0262559 -0.0372956 0.00343801 0.0193785 0.0307653 0.0473329 -0.0447027 -0.00178099 -0.012892 0.0524031 internal_weight=0.052089 0.0385295 0.0151329 0.0233965 0.0069916 0.013121 0.0135596 0.0100509 0.0164049 0.0101321 0.00783285 0.0111367 0.00891272 0.00627283 0.00454127 0.0100387 internal_count=25919 17009 5867 11142 5585 5197 8910 6937 5557 3777 2757 4639 6154 1780 1537 4398 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=16 num_cat=0 split_feature=213 239 203 306 321 159 73 294 28 44 306 212 47 238 42 split_gain=0.000905051 0.00117842 0.000518322 0.000478694 0.00042734 0.000409313 0.000249556 0.000252075 0.00022738 0.000201685 0.000149382 9.17346e-05 6.28649e-05 0.000193179 7.06554e-06 threshold=0.017272949218750003 0.0016059875488281252 -0.0012168884277343748 0.091552734375000014 -0.020935058593749997 0.14208984375000003 -0.042602539062499993 0.033813476562500007 -0.022277832031249997 0.019958496093750003 0.071533203125000014 0.11694335937500001 0.034545898437500007 -0.039184570312499993 0.028381347656250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -2 8 -6 -8 -1 -10 11 -3 13 -4 -12 right_child=2 10 12 -5 6 -7 7 -9 9 -11 14 -13 -14 -15 -16 leaf_value=0 0 0.023465620339439497 0 0 0 0 0.049647375338898583 0 -0.053877386099008107 0 -0.0050096756470788687 0 0 -0.025812632753709177 0 leaf_weight=0.0011272878739951872 0.0016320006707779547 0.0043788677531679809 0.0011398889648255306 0.0028615723401053108 0.0010669160864189555 0.001016858542516986 0.0094179858822762731 0.0021324473035377886 0.0087034916924899619 0.001016717003665236 0.0028152916653638727 0.0011311024076086085 0.002914126215770807 0.0038427992941088007 0.0017207238581207207 leaf_count=500 432 1408 307 1450 340 271 2326 685 11890 225 1941 755 876 1748 765 internal_value=0 -0.0152512 0.0125745 0.0231087 0.0312601 -0.0377199 0.0379773 0.0423268 -0.0439716 -0.0489046 0 0.0164655 0 -0.0112324 0 internal_weight=0.0469181 0.0219103 0.0250077 0.0171109 0.0142493 0.0118644 0.0126173 0.0115504 0.0108475 0.00972021 0.010046 0.00550997 0.00789681 0.00498269 0.00453602 internal_count=25919 17755 8164 5233 3783 12886 3351 3011 12615 12115 4869 2163 2931 2055 2706 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=14 num_cat=0 split_feature=149 239 211 239 41 128 71 359 230 158 359 306 149 split_gain=0.000970587 0.000679952 0.000650726 0.00058708 0.000444529 0.000343671 0.000316345 0.000237409 0.000121675 8.83883e-05 3.02563e-05 2.59266e-05 2.24405e-05 threshold=0.0075225830078125009 -0.039184570312499993 0.0062408447265625009 -0.0062713623046874991 0.041870117187500007 0.0054779052734375009 0.056762695312500007 0.011627197265625002 -0.019714355468749997 -0.0011787414550781248 -0.0085754394531249983 0.096923828125000014 0.036254882812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 11 5 6 -4 8 9 -3 -7 -1 12 -2 right_child=2 4 3 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.0091609971999898048 -0.012354741763385885 0 0 0 0 0.051978756375879287 0 0 -0.051820294570529606 0 0 0 0 leaf_weight=0.0036051903566658439 0.0031686926619247649 0.0010401906401060765 0.0010122794636941998 0.0023686389930865923 0.0011150344762675965 0.0090351279988709655 0.0010294830143404718 0.0010335812678086151 0.0074450442670688224 0.0019460027070561355 0.0016069386770460872 0.0028342272848789207 0.0010575934008585364 leaf_count=1246 1903 657 606 1361 360 1869 719 210 15016 409 955 516 92 internal_value=0 -0.0166041 0.0154182 0.0277383 -0.0324121 0.0368778 -0.0405075 0.0419595 -0.0470399 0.0462872 0 0 -0.00783235 internal_weight=0.038298 0.0158419 0.0224561 0.0153956 0.0106298 0.013027 0.00951472 0.0120147 0.00848523 0.0109811 0.00521213 0.00706051 0.00422629 internal_count=25919 18953 6966 4455 16752 3094 16392 2488 15673 2278 2201 2511 1995 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=11 num_cat=0 split_feature=286 335 220 288 38 339 137 339 345 73 split_gain=0.000921616 0.00157386 0.000611883 0.000394777 0.000412295 0.000345443 0.000300314 5.57348e-05 4.34145e-05 4.94523e-07 threshold=-0.012420654296874998 -0.0017242431640624998 0.0079650878906250017 0.022521972656250003 -0.011199951171874998 -0.0090026855468749983 -0.061157226562499993 0.035278320312500007 0.015380859375000002 0.032592773437500007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 9 -5 -1 -3 -8 -6 -2 right_child=1 6 -4 4 8 -7 7 -9 -10 -11 leaf_value=0 -0.0019285697079452343 0 0 0 0.043543017779228671 0.046872791890307498 -0.056743171421623731 0 0 0 leaf_weight=0.0010424448860888455 0.0021859949054086059 0.0015231532152153457 0.0051946160903320058 0.0013691638930808381 0.0045549088734517795 0.006972828425912069 0.0070297489079838016 0.0010716103780019637 0.0010858938670068596 0.0010500809265678868 leaf_count=565 1568 975 1388 1095 999 2547 14903 1040 613 226 internal_value=0 -0.0132141 0.020857 0.00362228 0.0241224 0.0384751 -0.0445174 -0.0522024 0.0381319 -0.000992134 internal_weight=0.0330804 0.0198706 0.0132099 0.010246 0.00700997 0.00801527 0.00962451 0.00810136 0.0056408 0.00323608 internal_count=25919 21419 4500 4501 2707 3112 16918 15943 1612 1794 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=20 num_cat=0 split_feature=217 204 262 165 290 209 339 122 70 10 76 5 199 275 297 51 247 347 94 split_gain=0.00172875 0.0016155 0.000811422 0.000775028 0.000752205 0.000720813 0.000603297 0.000345799 0.000344539 0.000324291 0.000313099 0.000209577 0.000171117 0.000148816 0.000117231 8.83921e-05 4.70818e-05 1.85735e-05 9.10043e-06 threshold=0.018859863281250003 0.0023117065429687504 -0.0034408569335937496 0.0049896240234375009 -0.080810546874999986 -0.0074005126953124991 0.016418457031250003 -0.00026893615722656245 -0.035522460937499993 0.051635742187500007 -0.071533203124999986 0.026672363281250003 -0.038452148437499993 -0.032592773437499993 -0.029602050781249997 -0.030761718749999997 -0.030944824218749997 0.0081481933593750017 -0.00049018859863281239 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 6 10 12 -6 11 -3 14 -7 -10 -2 -12 -15 -14 -17 right_child=2 5 -4 -5 8 7 -8 -9 13 -11 15 -13 17 16 -16 18 -18 -19 -20 leaf_value=0 0 0 0 0 0 0 0 0 0 0 0 0 -0.038060636575682733 0 0.05423844302869707 0.050350908059940552 -0.054642221562207306 0 0 leaf_weight=0.0028081111138789075 0.0010372572268479993 0.0010420429898623249 0.008249733999193154 0.0016448115349660944 0.0014841832607999086 0.0011639931706355355 0.0016430200499968359 0.0043425629343154526 0.0013607596411730994 0.0014623866636327429 0.0010028354002500368 0.0010648704191638112 0.0041180111774359318 0.0010563561967344955 0.0089845306310323281 0.0066894798399843598 0.014097073542092893 0.0010395227842465715 0.0010920254034161268 leaf_count=541 187 379 2434 357 282 728 633 1492 409 276 256 198 2253 246 3961 1533 9388 193 173 internal_value=0 -0.0110885 0.0238246 -0.0308836 -0.0374392 0.00317293 0.0243857 -0.00756643 -0.0451477 0.0398416 0.0361669 0.0457082 -0.0253692 -0.0492964 0.0502031 0.0426573 -0.0524077 -0.0334758 0.046559 internal_weight=0.0653836 0.0445848 0.0207988 0.0224513 0.0208065 0.0221335 0.0114694 0.0106641 0.0179984 0.012549 0.00982638 0.0110867 0.00632153 0.0165142 0.0100218 0.00878434 0.0151534 0.00515753 0.00778151 internal_count=25919 18863 7056 11223 10866 7640 2974 4666 10325 4622 2341 4346 3174 10043 4148 1962 9634 2446 1706 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=17 num_cat=0 split_feature=143 161 254 54 78 58 266 9 22 282 76 121 282 238 360 189 split_gain=0.00111726 0.000975165 0.000966041 0.000861823 0.000626107 0.000597845 0.000502342 0.00040807 0.000351046 0.000192115 0.0001552 0.000128523 8.31558e-05 7.55637e-05 1.112e-06 7.4409e-07 threshold=-0.0050506591796874991 0.015380859375000002 -0.0055694580078124991 0.00083732604980468761 0.036499023437500007 0.027893066406250003 0.040649414062500007 -0.054321289062499993 -0.034545898437499993 0.011138916015625002 -0.029357910156249997 0.013702392578125002 -0.014984130859374998 -0.033325195312499993 -0.0027999877929687496 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 15 4 8 9 7 -4 -3 -1 11 -10 -7 -14 -5 -2 right_child=2 3 6 14 -6 12 -8 -9 10 -11 -12 -13 13 -15 -16 -17 leaf_value=-0.042203783612496694 0.0014582761064307389 0 0 0 0 0 0 -0.053292191668433644 0.055833505135118471 0 0 0 0 0.021127079300830812 -0.00198646940243638 0 leaf_weight=0.0046775968543784074 0.0034989954249269309 0.0013426109771472712 0.0011122035575539266 0.0010429960583877573 0.003027203533171984 0.0019504563556722587 0.0013528642510962649 0.0095856185200062782 0.010669203486369128 0.0011312631812927521 0.0010339004655826088 0.0010307396503961294 0.0010069122432696531 0.0035558969678746166 0.0028179765811842108 0.0010266968711611923 leaf_count=5336 1303 664 158 383 798 677 487 8303 4102 382 209 381 315 889 879 653 internal_value=0 0.00902858 -0.0225902 0.0239576 0.0347479 -0.00592093 -0.0387765 -0.0465117 0.0437249 -0.0332198 0.0488787 0.0522771 0 0.0134999 0 0 internal_weight=0.0498631 0.0332868 0.0165764 0.0209646 0.0171037 0.0123221 0.0120507 0.0106978 0.0140765 0.00580886 0.0127338 0.0116999 0.00651327 0.00456281 0.00386097 0.00452569 internal_count=25919 15015 10904 7416 6154 7599 8948 8461 5356 5718 4692 4483 1881 1204 1262 1956 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=18 num_cat=0 split_feature=206 102 169 363 118 215 80 352 263 223 310 99 41 45 306 261 318 split_gain=0.000796042 0.000855081 0.000766599 0.000626063 0.000515908 0.000489123 0.000341955 0.000308733 0.000306341 0.000225847 0.000224403 0.000192937 0.000125466 1.01814e-05 3.42677e-06 2.6523e-06 2.14291e-06 threshold=0.048461914062500007 0.0082092285156250017 -0.0062713623046874991 0.034545898437500007 0.045288085937500007 -0.051147460937499993 -0.035278320312499993 -0.011871337890624998 -0.011566162109374998 0.024719238281250003 0.017028808593750003 -0.043090820312499993 -0.026916503906249997 -0.017150878906249997 0.046997070312500007 0.031127929687500003 0.036254882812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 4 9 -4 13 11 10 -2 14 -7 -13 -3 -8 16 -1 right_child=3 6 5 -5 -6 7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.0043151011516110943 -0.051223988803277679 0.0065321989743384774 0 0 0 0 0 0 0 0 0 0 0.053400754240844096 0 -0.042423834691189287 0 0 leaf_weight=0.0025752685595428195 0.007444163490907485 0.0023860772917316808 0.0011460496131050482 0.0027311736306998577 0.0010186624512229523 0.0010200481288293881 0.0010344297821411894 0.00104712684050057 0.0011156283353201948 0.0017910211312930358 0.0010319813609598327 0.0010090395080268886 0.010205059284377427 0.0011542992066075905 0.005081297053996181 0.0022198174363197154 0.0010014352727658604 leaf_count=3486 7305 508 587 953 54 362 468 480 439 1368 140 283 3702 722 4013 660 389 internal_value=0 0.00810867 0.0225377 -0.0212337 -0.0343733 0.0352616 -0.00570371 0.0414602 -0.0214544 -0.0432491 -0.0309955 0.0460264 0.0498314 0 -0.0385974 0 -0.00272313 internal_weight=0.0450126 0.0320276 0.0202238 0.012985 0.0102538 0.0144273 0.0118037 0.0132813 0.00826334 0.00923518 0.00714771 0.0122341 0.0112141 0.00354038 0.00611573 0.00579652 0.0035767 internal_count=25919 16239 9949 9680 8727 5414 6290 4827 5060 8673 4621 4347 3985 1230 4481 4535 3875 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=14 num_cat=0 split_feature=50 71 161 71 339 237 48 33 172 252 8 216 60 split_gain=0.000772244 0.000809842 0.000578229 0.000542725 0.000314088 0.00030467 0.000228541 0.000206131 0.000136914 7.81516e-05 2.94041e-05 5.91587e-05 1.44593e-05 threshold=0.041870117187500007 0.034057617187500007 -0.00069618225097656239 0.0089416503906250017 0.0011940002441406252 -0.020324707031249997 0.0044403076171875009 0.023620605468750003 1.0000000180025095e-35 0.051147460937500007 0.022399902343750003 0.060668945312500007 -0.028015136718749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 6 7 -5 -3 -4 -10 11 -7 -9 right_child=3 5 8 4 -6 10 -8 12 9 -11 -12 -13 -14 leaf_value=0 0 0 0 0 0 -0.017093793125052943 0.048430167932871679 0.037719264369442486 -0.048790937293026956 0 0 0 0 leaf_weight=0.0033286746743712578 0.002864597743933218 0.0011153252261930646 0.001006652776990081 0.001023194180092446 0.0016241244129382446 0.0030308999121828606 0.0072160975718951192 0.0037332187753875701 0.0074029839276228415 0.0011414242664411489 0.0011802474995015189 0.0010095116741641874 0.0010308652102217764 leaf_count=2637 822 949 290 279 1093 3621 1621 1183 11159 1069 281 575 340 internal_value=0 -0.00829685 -0.0274293 0.0218411 0.0341441 0.00230209 0.0421525 0.0229827 -0.040249 -0.0443968 0 -0.00853081 0.0329323 internal_weight=0.0367078 0.0239798 0.0128797 0.012728 0.00986342 0.0111001 0.00823929 0.00587941 0.00955106 0.00854441 0.00522066 0.00404041 0.00476408 internal_count=25919 22104 15155 3815 2993 6949 1900 2472 12518 12228 4477 4196 1523 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=11 num_cat=0 split_feature=104 287 286 244 57 335 238 99 279 36 split_gain=0.00104708 0.00110852 0.000591486 0.000537592 0.000386329 0.000386329 0.000216465 0.000150698 6.31447e-05 6.06116e-05 threshold=0.037719726562500007 -0.0040740966796874991 -0.029968261718749997 -0.0047454833984374991 0.057983398437500007 -0.0031661987304687496 -0.0026473999023437496 -0.015289306640624998 -0.033081054687499993 0.011688232421875002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 8 7 9 -1 -4 -5 right_child=3 2 4 6 -6 -7 -8 -9 -10 -11 leaf_value=0 0 0 0 0 0 0 0 0.037810626402154643 -0.055394600836439004 0.050445865536297409 leaf_weight=0.0010039298560968746 0.0039396265739100053 0.0020923025662398223 0.0013584107536246401 0.0010490603042256916 0.0010049411360277807 0.0021669353686100115 0.0011404700722259511 0.0038438691268183334 0.0082102064269875576 0.0058132716212853097 leaf_count=715 1601 688 836 412 560 2136 612 664 15121 2574 internal_value=0 -0.013939 -0.0341647 0.0235919 -0.0442448 0.00422328 0.0387598 0.0286831 -0.050665 0.045469 internal_weight=0.031623 0.0196806 0.0126659 0.0119424 0.0105736 0.00701473 0.0080028 0.0048478 0.00956862 0.00686233 internal_count=25919 20720 17205 5199 16517 3515 3598 1379 15957 2986 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=22 num_cat=0 split_feature=203 217 213 78 339 73 20 292 25 25 150 48 234 376 345 48 350 70 17 217 208 split_gain=0.00154998 0.00119313 0.0008651 0.000732072 0.000679088 0.000595695 0.000538396 0.00053017 0.000379684 0.00029622 0.000208983 0.000205827 0.000260477 0.000204868 0.000134751 0.000101968 8.47785e-05 2.40436e-05 2.89619e-06 1.11693e-06 3.29442e-07 threshold=-0.0044403076171874991 0.0048370361328125009 -0.010406494140624998 -0.022033691406249997 -0.0010261535644531248 -0.053344726562499993 0.0073089599609375009 -0.0067901611328124991 0.026306152343750003 0.045532226562500007 -0.024108886718749997 0.020690917968750003 0.00080108642578125011 0.040649414062500007 -0.023010253906249997 0.033813476562500007 0.0053253173828125009 -0.014007568359374998 0.0023727416992187504 -0.0014152526855468748 -0.016174316406249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 18 -3 6 -4 14 9 13 10 16 12 -9 -7 -5 -16 -2 -6 19 -1 -19 right_child=1 3 5 4 17 8 -8 11 -10 -11 -12 -13 -14 -15 15 -17 -18 20 -20 -21 -22 leaf_value=0 -0.042045007041652427 0 0 0 0.0087407246726963709 -0.05549623473179785 0 0 0 0 0 0 0.031944126499317146 0 0.060831456309742363 0 0 -0.0011532572771315909 0 0.0034787207624851616 0 leaf_weight=0.0011352964163542367 0.0061399266326951371 0.001884984512283693 0.0011034515817911475 0.0011819656396028231 0.0031470433860896208 0.0099124506797636548 0.0011545956915597335 0.0014565243848494447 0.0022871136285829144 0.0012246138582412422 0.0011387201578934017 0.0018165960535689862 0.0049648990564534756 0.0014841691981537517 0.010583166438522085 0.0010160442637143783 0.0010870562355904667 0.0024769821816406079 0.0024277855937739901 0.0033161998026152153 0.0015742454869140951 leaf_count=390 2238 1097 534 127 784 9062 112 288 801 266 343 596 571 582 4163 365 208 1117 1176 703 396 internal_value=0 0.0115238 -0.0215642 0.0274144 0.0341317 -0.0355863 0.0474765 -0.00177033 -0.0424716 -0.0227286 -0.030762 0.00699687 0.019579 -0.0499899 0.0536552 0.0573447 -0.0372098 0 0 0.0025507 0 internal_weight=0.0625138 0.0408474 0.0216665 0.023019 0.021134 0.0147872 0.0139358 0.0178283 0.0136837 0.00959032 0.0083657 0.00823802 0.00642142 0.0113966 0.0127812 0.0115992 0.00722698 0.00719827 0.00687928 0.0044515 0.00405123 internal_count=25919 12671 13248 8161 7064 10979 4767 4510 10445 3055 2789 1455 859 9644 4655 4528 2446 2297 2269 1093 1513 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=17 num_cat=0 split_feature=285 126 352 290 275 361 281 158 2 206 352 184 184 268 349 142 split_gain=0.000896966 0.00122825 0.000650416 0.000500686 0.000431266 0.000335919 0.000300703 0.000250181 0.000238705 0.00021477 0.000160201 2.98882e-05 1.58732e-05 8.81288e-06 2.26499e-06 4.47676e-08 threshold=0.032592773437500007 -0.012298583984374998 -0.029113769531249997 -0.0085144042968749983 0.029235839843750003 -0.0025100708007812496 0.012115478515625002 0.014434814453125002 0.0077362060546875009 0.072998046875000014 -0.058227539062499993 0.021667480468750003 -0.0076904296874999991 -0.013031005859374998 -0.0099792480468749983 -0.010955810546874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 8 -2 9 12 -1 10 -3 -10 -7 -5 -15 -4 right_child=5 3 15 13 -6 7 -8 -9 11 -11 -12 -13 -14 14 -16 -17 leaf_value=0 0 0 -0.00038577676979428832 0 0 0 0 0 0.049245579330498362 0 -0.043800034581600276 0 -0.048817355207594282 0.0075203081010955649 0 0 leaf_weight=0.0012783573026027293 0.0027103955020884038 0.0010282076785017606 0.0030080747339553682 0.0010787271247352237 0.0018116222801296553 0.001202575241133986 0.0012060546996828245 0.0010588843025445271 0.010326993078319191 0.0011280000216302719 0.0071407862340251401 0.0010160498300137996 0.0057884656459599162 0.0019587584524458634 0.0010533296012908986 0.0047961033767478503 leaf_count=468 2395 450 1181 402 789 1412 1168 280 3949 455 4509 158 6304 940 167 892 internal_value=0 0.00569529 0.022782 -0.0115166 0.0353597 -0.0268805 -0.0257098 -0.0371906 0.0420888 -0.0327137 -0.038482 0.046707 -0.0441644 0 0.00540909 0 internal_weight=0.0475914 0.0368311 0.0222372 0.0145939 0.014433 0.0107603 0.010503 0.00804993 0.0126214 0.00929699 0.00816899 0.011343 0.00699104 0.00409082 0.00301209 0.00780418 internal_count=25919 15528 7437 8091 5364 10391 6582 7996 4575 5414 4959 4107 7716 1509 1107 2073 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=16 num_cat=0 split_feature=327 283 381 159 142 156 206 8 339 10 186 330 60 275 75 split_gain=0.000725643 0.000864483 0.000659983 0.00063151 0.000594056 0.000409912 0.000443116 0.000329536 0.000312106 0.00027305 0.000141187 0.000123676 0.000106269 7.6627e-05 6.215e-05 threshold=0.033813476562500007 0.055786132812500007 0.045043945312500007 0.12548828125000003 -0.014373779296874998 -0.022033691406249997 0.012725830078125002 -0.022399902343749997 -0.013336181640624998 0.0061798095703125009 0.021667480468750003 -0.0057525634765624991 -0.033569335937499993 0.023254394531250003 -0.029846191406249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 5 -3 -1 -7 -6 -5 -8 12 -10 -9 -2 -11 right_child=2 4 -4 8 7 6 9 10 11 14 -12 -13 -14 -15 -16 leaf_value=0 -0.046985321798696071 0 0 0 0 0 0 0.053743436436471316 0.038263209393432362 0 0 0 0 0 -0.049362324757129622 leaf_weight=0.0019228981995951253 0.0058851664845924745 0.0023289965908155361 0.0034832546985335 0.0010040899334846642 0.0012914869630797918 0.0020618311079800842 0.0013064470414150273 0.0076100841666360023 0.0042087195212303641 0.0012226559272257038 0.0010437077690284022 0.0010191798349339356 0.0010345863861473932 0.0010253304569083355 0.0067298206337955673 leaf_count=493 6308 1292 2074 352 761 1344 576 2695 644 393 140 301 380 818 7348 internal_value=0 0.00705173 -0.0232659 -0.000500593 0.0277792 -0.0184658 -0.0275861 0.038424 0.0170143 -0.0375371 0.0448704 0.0306934 0.049191 -0.0420617 -0.0445406 internal_weight=0.0431783 0.0327845 0.0103938 0.0194756 0.0133089 0.0132437 0.0113208 0.0109799 0.00623199 0.00925892 0.00968838 0.0052279 0.00864467 0.0069105 0.00795248 internal_count=25919 16719 9200 11451 5268 10154 9661 3976 1297 8317 3215 945 3075 7126 7741 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=15 num_cat=0 split_feature=331 108 134 128 134 230 127 381 247 22 267 220 278 56 split_gain=0.000848824 0.000760156 0.000688458 0.000479027 0.000232807 0.000193889 0.00012528 2.14535e-05 1.66006e-05 0.000101724 3.46584e-05 1.65573e-05 0.000120454 6.84375e-05 threshold=-0.061157226562499993 -0.010650634765624998 0.038208007812500007 0.0054779052734375009 0.011505126953125002 -0.020935058593749997 -0.021911621093749997 0.0075836181640625009 0.041381835937500007 -0.038940429687499993 0.0086364746093750017 0.045776367187500007 0.0061492919921875009 0.027893066406250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 -5 -2 -7 -6 9 -3 -11 12 13 -4 right_child=2 8 11 4 7 6 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=0 0 0 0.022486566481764451 0 0 0 -0.049347906231532818 0.051145397611457789 0 -0.021856962461464183 0 0 0 0 leaf_weight=0.0013290722798124941 0.0010312223796322675 0.0012625113918485189 0.0040630736581306328 0.0021966842739100665 0.0011637697767987731 0.0015697266812342283 0.0055474238689967609 0.007641745585978299 0.0012905136439194109 0.0032022828215190202 0.0012814315321989511 0.0014670129331211257 0.0011343723497354574 0.0010071631158634631 leaf_count=1264 421 1262 805 894 127 841 9128 2069 333 6233 575 783 776 408 internal_value=0 0.0161559 -0.0147309 0.0320375 0.0398219 -0.0355838 -0.0414981 0.0473895 0 -0.00537489 -0.0162449 0 0.00516579 0.0164385 internal_weight=0.035188 0.019368 0.01582 0.0123313 0.0110022 0.00814837 0.00711715 0.00880552 0.00703674 0.00574623 0.00448371 0.00767162 0.00620461 0.00507024 internal_count=25919 12757 13162 4354 3090 10390 9969 2196 8403 8070 6808 2772 1989 1213 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=10 num_cat=0 split_feature=304 285 375 353 50 338 363 287 159 split_gain=0.000738114 0.000775395 0.000477865 0.000453567 0.000189382 0.000178737 6.92402e-05 0.000150462 1.07051e-05 threshold=-0.0014762878417968748 0.025329589843750003 0.072998046875000014 0.024108886718750003 -0.0033340454101562496 0.0050506591796875009 -0.0094909667968749983 -0.0096740722656249983 0.11352539062500001 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 6 4 5 -3 -1 -2 -8 -6 right_child=1 2 -4 -5 8 -7 7 -9 -10 leaf_value=-0.039716647554339304 0 0 0 0 0.051183395804548185 0 0 -0.027569504879409724 0 leaf_weight=0.006719793813452668 0.002901738243680895 0.0013473833266477451 0.0020505686618967909 0.0039498837689855302 0.0067326091279760183 0.0013107625607826634 0.0013297375329308627 0.0028905009295634452 0.0010053372010503381 leaf_count=8215 2018 995 2089 1967 3339 910 482 5408 496 internal_value=0 0.0130393 0.031226 -0.0188941 0.0414862 -0.0331266 0 -0.0128088 0.0475977 internal_weight=0.0302383 0.0182579 0.0111359 0.0119804 0.00908533 0.00803056 0.00712198 0.00422024 0.00773795 internal_count=25919 14827 6919 11092 4830 9125 7908 5890 3835 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=21 num_cat=0 split_feature=129 143 203 213 217 165 209 293 20 350 382 330 125 219 204 119 95 246 125 123 split_gain=0.00138241 0.00102951 0.000877563 0.00107771 0.000541933 0.000453937 0.000425337 0.000385535 0.000279771 0.000259424 0.000206297 0.000175297 0.000153087 7.71131e-05 0.000111274 5.94317e-05 5.02263e-05 2.59021e-05 2.36552e-05 1.7443e-05 threshold=-0.031616210937499993 -0.016540527343749997 0.014068603515625002 -0.0088195800781249983 -0.0087585449218749983 0.0041656494140625009 -0.024597167968749997 0.023986816406250003 -0.012298583984374998 -0.040893554687499993 -0.037963867187499993 0.029113769531250003 0.045776367187500007 0.0018119812011718752 0.016174316406250003 0.0076141357421875009 -0.010223388671874998 0.021789550781250003 0.017395019531250003 -0.032836914062499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 13 -3 6 -5 10 9 -4 -6 -8 -11 17 -15 -1 -17 -2 -10 -12 right_child=2 4 8 5 7 -7 11 -9 18 12 19 -13 -14 14 -16 16 -18 -19 -20 -21 leaf_value=0 0.017505631117062683 0 0 0 0 0 -0.05506021866171238 0 0 0.036218006194614794 0 0 0 -0.01796664203539974 0 0 -0.020181223966890871 0 -0.0093746562616557165 0.056289201454275274 leaf_weight=0.0024248075857666853 0.0027761058741937461 0.0025848507922958666 0.0022911553645528224 0.0016958484839690877 0.0013480750620509232 0.0011630198041849846 0.011581859047346654 0.001034123050430936 0.001138182388032761 0.0053147203142387403 0.0010571996502548578 0.0010072787282808813 0.0010370026427253265 0.0040029544823667607 0.0010834227588958356 0.001000990698067028 0.0026924150472158459 0.002134669165890557 0.0027157725211246486 0.0096471719324746665 leaf_count=798 743 582 993 804 633 348 9654 223 139 1552 285 341 376 1753 166 148 1391 608 481 3901 internal_value=0 0.0200503 -0.0115532 -0.023279 0.0348697 -0.0398779 -0.0451386 0.0432454 0.0020178 0.0181478 0.0484821 -0.0514764 0.0292672 0 -0.00593917 0 -0.0126851 0.0109769 -0.00074224 0.0532846 internal_weight=0.0597316 0.0217896 0.037942 0.0254452 0.0156714 0.015448 0.014285 0.0130866 0.0124968 0.00864288 0.0120524 0.0125891 0.00635172 0.00999715 0.00508638 0.00611821 0.00369341 0.00491078 0.00385395 0.0107044 internal_count=25919 7961 17958 14417 5624 11147 10799 5042 3541 2921 4819 9995 1928 3270 1919 2337 1539 1351 620 4186 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=17 num_cat=0 split_feature=45 25 46 206 296 379 143 143 143 21 285 48 349 79 189 317 split_gain=0.000864701 0.000930359 0.000725459 0.000691499 0.000534759 0.000407991 0.000296332 0.000272924 0.000250228 0.000166811 7.01922e-05 6.95956e-05 2.86258e-06 7.69267e-06 2.08015e-06 5.36582e-05 threshold=-0.013885498046874998 0.0097351074218750017 -0.0063018798828124991 0.040649414062500007 -0.032104492187499993 -0.036254882812499993 -0.044311523437499993 0.0023574829101562504 -0.024108886718749997 -0.028137207031249997 0.043090820312500007 -0.021301269531249997 -0.0048980712890624991 -0.012237548828124998 -0.018615722656249997 -0.0085144042968749983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 6 -4 -6 -1 10 -3 -10 -7 -11 -5 -14 -2 -16 right_child=1 8 4 12 5 7 -8 -9 9 11 -12 -13 13 -15 15 -17 leaf_value=0 0 0 0 0.0030360896226115002 0 0.055354992916413243 -0.047344961221937411 0 0 0 0 -0.037182977451802358 0 -0.0049410439921380696 0 -0.014116767803078537 leaf_weight=0.0012071135325903972 0.0017178740963288419 0.0017352093350275766 0.0015301292003258001 0.0031054554499121423 0.0014235769167711956 0.0098986756351067164 0.0073626656388086084 0.0021429053706292231 0.0011895706334144052 0.0010045611910065588 0.001050852350971355 0.0043204566935806099 0.0010025685725452149 0.0031509187803138152 0.0010666066277238428 0.0027969217139265359 leaf_count=290 508 542 1085 1422 912 4157 7209 579 257 426 261 3620 413 2454 458 1335 internal_value=0 0.00822562 0.0217361 -0.0204591 0.0329985 0.0396494 -0.0397495 0.045328 -0.011584 -0.0235379 0.0520192 -0.0314811 0 0 0 -0.00232035 internal_weight=0.0457061 0.0298773 0.0216275 0.0158287 0.0160461 0.014516 0.00856978 0.0130924 0.0082498 0.00651459 0.0109495 0.00532502 0.00725894 0.00415349 0.0055814 0.00386353 internal_count=25928 14140 9295 11788 6994 5909 7499 4997 4845 4303 4418 4046 4289 2867 2301 1793 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=17 num_cat=0 split_feature=93 64 121 257 257 44 75 109 224 52 80 134 326 326 369 134 split_gain=0.000715352 0.000828551 0.000679456 0.000573037 0.00028064 0.00026171 0.000141051 0.000135117 0.000133696 4.14734e-05 8.12559e-05 4.95014e-05 3.62903e-05 3.61483e-05 3.48367e-05 8.66534e-06 threshold=0.017395019531250003 0.0031814575195312504 0.0036697387695312504 0.068115234375000014 0.044555664062500007 0.014801025390625002 -0.013824462890624998 0.017395019531250003 0.0026626586914062504 0.0039825439453125009 -0.037475585937499993 -0.0046234130859374991 -0.024719238281249997 -0.0075531005859374991 -0.0052642822265624991 0.029602050781250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 5 7 -1 8 -4 -3 10 -2 -12 -8 15 -14 -11 right_child=2 6 4 -5 -6 -7 12 -9 -10 13 11 -13 14 -15 -16 -17 leaf_value=-0.049475452972402377 0 0 0.045558954278622818 0 0 0 0 0 0.029135948128411904 0.013113315313112868 0 -0.021383081304113011 0 0 -0.016415756995050743 0 leaf_weight=0.0084058210057165184 0.0014574607528619055 0.0011523843510872211 0.0068233185811372721 0.0015693167094923419 0.0010341591088156585 0.0016030935407407307 0.0013349927041659271 0.0010748161077849261 0.0032364705793419546 0.0026502768611962324 0.0010735470591392016 0.0037501233477357232 0.0010044083025242401 0.0012977372443039314 0.0026394269770069201 0.0010163590362850528 leaf_count=13789 639 215 1034 1728 539 660 348 307 702 1322 396 1678 387 177 1862 145 internal_value=0 -0.0137203 0.0126139 -0.0324987 0.0334679 -0.042359 0 0.0402751 0.0179272 0 -0.00805092 -0.0159014 0 0.00123781 -0.00997964 0.010033 internal_weight=0.0411237 0.0209459 0.0201778 0.0115782 0.00893229 0.0100089 0.00936768 0.00789813 0.00438885 0.0112455 0.00628113 0.00482367 0.00497883 0.00496437 0.00364384 0.00366664 internal_count=25928 19691 6237 16177 1880 14449 3514 1341 917 4357 2713 2074 2597 1644 2249 1467 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=11 num_cat=0 split_feature=97 306 94 275 347 201 374 27 108 201 split_gain=0.000623624 0.000553211 0.000613424 0.000416655 0.000368269 0.000291608 0.000212844 0.000146413 0.000117856 7.28194e-05 threshold=-0.033325195312499993 0.095458984375000014 0.0063323974609375009 -0.0033493041992187496 0.021179199218750003 -0.024108886718749997 0.0035934448242187504 -0.029968261718749997 -0.037475585937499993 -0.048950195312499993 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 8 7 -5 -3 -2 -10 right_child=1 5 -4 6 -6 -7 -8 -9 9 -11 leaf_value=0 0 0 0 0.043567571795748071 0 0 0 0.03346295589400472 0 -0.047349963963706054 leaf_weight=0.0022476174729906262 0.0010008125098117668 0.001042196580058885 0.0030812516735991844 0.0061573659513776136 0.0014989200581663207 0.0046518228162373276 0.0013198260659770256 0.0040000471060501752 0.0010151592269327407 0.0080287041466124958 leaf_count=1117 246 814 2240 1947 489 3765 378 1465 1294 12173 internal_value=0 -0.00589006 -0.0207169 0.0235481 -0.0327895 0.00319471 0.0357552 0.024453 -0.0400277 -0.0437017 internal_weight=0.0340437 0.0243189 0.0146248 0.00972481 0.0115436 0.00969407 0.00747719 0.00504224 0.0100447 0.00904386 internal_count=25928 22486 16442 3442 14202 6044 2325 2279 13713 13467 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=9 num_cat=0 split_feature=110 271 353 156 359 357 357 335 split_gain=0.000763368 0.000618555 0.000470742 0.000445161 0.000283637 4.32247e-05 6.11069e-06 1.97801e-06 threshold=0.00099563598632812522 0.014129638671875002 0.0066680908203125009 -0.019958496093749997 -0.013763427734374998 0.051635742187500007 0.014495849609375002 -0.0031661987304687496 decision_type=2 2 2 2 2 2 2 2 left_child=2 6 7 -4 -5 -6 -2 -1 right_child=1 -3 3 4 5 -7 -8 -9 leaf_value=0 0 0 0 0 0.047092575291778162 0 -0.043376570816703 -0.0029569190735711289 leaf_weight=0.001869568769510721 0.0010363924271494795 0.0067411905152905405 0.0010209237124101387 0.002344620431523837 0.0071721968494777855 0.0010611861791645083 0.0055285111220211292 0.0022622738034616665 leaf_count=665 858 4951 391 1540 3116 437 11193 2777 internal_value=0 -0.0176718 0.0148698 0.0265655 0.0345641 0.0433518 -0.0396886 0 internal_weight=0.0290369 0.0133061 0.0157308 0.0115989 0.010578 0.00823338 0.0065649 0.00413184 internal_count=25928 17002 8926 5484 5093 3553 12051 3442 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=16 num_cat=0 split_feature=217 46 311 350 10 237 253 203 142 173 204 203 203 123 262 split_gain=0.00117821 0.00113795 0.000725641 0.000903649 0.000710726 0.000554777 0.000373016 0.000266351 0.000345964 0.000255486 0.000164833 0.00015781 0.00013557 0.000102493 2.7212e-05 threshold=0.018859863281250003 -0.0025100708007812496 0.24609375000000003 -0.0069427490234374991 0.037719726562500007 -0.016418457031249997 0.026794433593750003 -0.010101318359374998 -0.018005371093749997 -0.033325195312499993 0.018127441406250003 -0.024963378906249997 0.036743164062500007 0.012908935546875002 0.011627197265625002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 12 6 10 9 -7 -9 -2 -1 -11 13 -3 -13 right_child=4 2 -4 -5 -6 7 -8 8 -10 11 -12 14 -14 -15 -16 leaf_value=-0.021784102903776206 0 -0.05759789215902747 0 0 0 0 0 0 0.043365112159696573 0 0 0.054490040573277124 0 0 0 leaf_weight=0.0040455215976606942 0.0010938681990708696 0.0099765780931235781 0.0032423043718168279 0.0068526611483559216 0.0058359614394731798 0.0022541463085126159 0.0013625255757112606 0.0022481383572134916 0.0062408161551559278 0.0010157031048976259 0.0021977337184715395 0.0079629553091997707 0.0012539901050772065 0.0011868397870209444 0.0010074089291833852 leaf_count=1423 381 10102 699 2339 1970 825 569 472 1004 245 548 3632 208 1238 273 internal_value=0 -0.00925215 -0.0253123 -0.0335422 0.0214384 0.00445182 0.0353042 0.0228576 0.0312244 0.0416691 -0.00659413 0.0467157 -0.0497362 -0.0536004 0.0510429 internal_weight=0.0577772 0.0394987 0.0225124 0.0192701 0.0182784 0.0169864 0.0124425 0.0107431 0.00848895 0.0110799 0.00624326 0.00998607 0.0124174 0.0111634 0.00897036 internal_count=25928 18858 14586 13887 7070 4272 5100 2301 1476 4531 1971 4150 11548 11340 3905 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=14 num_cat=0 split_feature=104 189 46 180 285 335 153 270 74 72 254 271 96 split_gain=0.00082794 0.00092135 0.000673484 0.000569385 0.000483363 0.000351464 0.000270851 0.000167538 0.000128554 0.00011069 8.33013e-05 3.81817e-05 8.5067e-05 threshold=0.0075531005859375009 -0.017639160156249997 -0.010894775390624998 0.035766601562500007 0.021423339843750003 0.047485351562500007 -0.028015136718749997 -0.023132324218749997 0.019958496093750003 -0.019836425781249997 -0.010223388671874998 0.015686035156250003 -0.0074920654296874991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 8 6 5 7 -3 -4 10 -9 -1 12 -2 right_child=1 3 4 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0 0 0 0 0 0 0 -0.050649404083522524 0 0 0.0480004863279083 -0.023591848393054633 0 0.01918668174326342 leaf_weight=0.0010020303359823401 0.0011532284079294186 0.0012421092948606835 0.001140474616100561 0.0027315174534159334 0.0061395123907850282 0.0011242829435538235 0.0091064209025635279 0.0011406036074390604 0.0015457007906434228 0.0087971234637365149 0.0040404999623255824 0.0014400192725609884 0.0033479591954552737 leaf_count=259 460 448 355 1647 4437 660 8877 575 579 3098 2227 861 1445 internal_value=0 -0.0173797 0.0100817 -0.0338178 0.022321 0.0338381 -0.0446735 0.0397301 -0.00444722 0.0439115 -0.0167564 0 0.00921007 internal_weight=0.0439515 0.0190213 0.0249302 0.01308 0.018342 0.0122025 0.0103485 0.0110782 0.00658823 0.00993773 0.00504253 0.00594121 0.00450119 internal_count=25928 13738 12190 10972 9125 4688 9325 4028 3065 3673 2486 2766 1905 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=15 num_cat=0 split_feature=159 275 47 363 183 152 276 190 156 141 225 278 75 134 split_gain=0.000662883 0.00114963 0.00057303 0.000565357 0.000470366 0.000450335 0.000390521 0.000292907 0.000326475 0.000275571 7.44169e-05 4.51789e-05 1.97198e-05 1.48927e-05 threshold=0.11987304687500001 0.017150878906250003 0.017150878906250003 0.023010253906250003 -0.0072784423828124991 0.016784667968750003 0.018737792968750003 -0.057983398437499993 -0.029357910156249997 -0.035766601562499993 -0.040161132812499993 0.0040130615234375009 -0.014556884765624998 0.0020828247070312504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -2 10 -4 6 7 -1 -9 12 -3 -6 -5 -12 right_child=2 3 4 9 11 -7 -8 8 -10 -11 13 -13 -14 -15 leaf_value=0 0 0 0 0.044747174140753694 0.049039686737478216 0 0 0 -0.05469900485885798 0 0 0 0 -0.017454240071374565 leaf_weight=0.0012104262196146473 0.0025942200841235783 0.0010331502573599494 0.0017692338364128099 0.0045812698548388653 0.0063626206629869833 0.0025393232956183445 0.0016372708078158391 0.0013254589511202406 0.0092731399774308443 0.0010360673693110556 0.0010324105062444744 0.0010196404737357057 0.0011651396096858946 0.0029315263198128605 leaf_count=348 1217 292 520 923 2288 1101 1064 734 10159 1248 1481 306 264 3983 internal_value=0 -0.00892796 0.0193892 0.0069359 0.0332967 -0.0286733 -0.0362262 -0.0427198 -0.0480601 0.0302837 0 0.0448501 0.0395222 -0.0137016 internal_weight=0.0395109 0.0277652 0.0117457 0.0117796 0.00915149 0.0159856 0.0134463 0.011809 0.0105986 0.00678248 0.00499709 0.00738226 0.00574641 0.00396394 internal_count=25928 21597 4331 8191 3114 13406 12305 11241 10893 2435 5756 2594 1187 5464 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=12 num_cat=0 split_feature=71 306 36 381 97 347 296 151 249 33 320 split_gain=0.000575885 0.000685076 0.00045218 0.000352673 0.00033023 0.000266155 0.000217421 0.000172377 0.000134138 8.35356e-05 5.74857e-05 threshold=0.033813476562500007 0.094970703125000014 0.013336181640625002 0.0098571777343750017 -0.041381835937499993 0.022766113281250003 -0.023986816406249997 0.023254394531250003 -0.019348144531249997 0.0044097900390625009 0.028869628906250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 10 8 9 -3 -5 -6 right_child=2 6 -4 7 5 -7 -8 -9 -10 -11 -12 leaf_value=0 0 0.031204566815495827 0 0 -0.045727168883141073 0 0 0 0 0.046359762279973613 0 leaf_weight=0.0018441152421395648 0.0015744821719554389 0.0036211578099134556 0.0038771891602102935 0.0010004841256829877 0.0071068663179803017 0.0010054451445409276 0.0027584283532533496 0.0010044926509600325 0.0010353404865508509 0.0069258193986900807 0.0010630710217487405 leaf_count=377 876 698 4059 627 11298 334 3016 249 334 2585 1475 internal_value=0 -0.00896406 0.0172457 0.0289415 -0.0274804 -0.0355929 0.00118681 0.0371507 0.0216601 0.0421017 -0.0418155 internal_weight=0.0328169 0.0184344 0.0143825 0.0105053 0.0110195 0.00917538 0.00741493 0.0089308 0.0046565 0.0079263 0.00816994 internal_count=25928 17532 8396 4337 13484 13107 4048 3461 1032 3212 12773 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=11 num_cat=0 split_feature=104 287 286 195 57 339 57 25 89 279 split_gain=0.000803314 0.000853625 0.000447995 0.000374345 0.000212044 0.000164223 0.000114297 0.000124761 9.1654e-05 1.37307e-05 threshold=0.037719726562500007 -0.0015525817871093748 -0.029968261718749997 0.071533203125000014 0.053833007812500007 -0.0092468261718749983 0.021911621093750003 -0.0048675537109374991 -0.016418457031249997 -0.033081054687499993 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 5 9 -2 -1 -8 -7 -4 right_child=3 2 4 -5 -6 8 7 -9 -10 -11 leaf_value=0 0 0 0 0 0 0 0 0.025959255578216597 0.044257589931068056 -0.052503166770872682 leaf_weight=0.0019233325321081898 0.0010739568764783769 0.0017840005278699769 0.0011678858888366514 0.0030527071179449194 0.0010768328407095842 0.0010188866164391186 0.0010501871676389385 0.003547444340600947 0.0056711354298748518 0.0067115632252514627 leaf_count=2075 621 685 790 2354 687 212 784 1126 2011 14583 internal_value=0 -0.0136731 -0.0330946 0.0210789 -0.0425866 0.0331839 0 0.015767 0.039031 -0.0482761 internal_weight=0.0280779 0.0172612 0.0107403 0.0108167 0.00895628 0.00776398 0.00652096 0.00459763 0.00669002 0.00787945 internal_count=25928 20730 16745 5198 16060 2844 3985 1910 2223 15373 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=19 num_cat=0 split_feature=352 52 125 5 10 165 326 63 350 141 246 191 241 311 223 49 60 352 split_gain=0.00112618 0.00102383 0.000893164 0.000720932 0.000669334 0.000423301 0.000347651 0.000315958 0.000284918 0.000193492 0.000159744 0.000131763 0.000148895 0.000274173 0.000124436 0.000112655 8.77263e-05 2.99349e-05 threshold=-0.027648925781249997 -0.0087585449218749983 0.035034179687500007 0.030761718750000003 0.054077148437500007 -0.0043487548828124991 -0.033569335937499993 0.011749267578125002 0.0063323974609375009 -0.025817871093749997 0.010772705078125002 -0.031860351562499993 -0.028503417968749997 0.24755859375000003 -0.013824462890624998 -0.025695800781249997 -0.052124023437499993 -0.033569335937499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 6 14 -2 15 9 10 -4 12 -1 17 -3 -8 -13 -14 right_child=2 5 8 -5 -6 -7 7 -9 -10 -11 -12 16 13 -15 -16 -17 -18 -19 leaf_value=0 0 0 0 0 0 0 0 0 0.0032646354287458818 0 -0.034377192228951595 0 -0.033619655367003912 0 -0.051816960892111241 0.053759868351019917 0.024938457570276799 0 leaf_weight=0.0014478626718350549 0.0010192757382299052 0.0011861857440962362 0.0011422817275317252 0.0022640713508010881 0.0030707519670514207 0.0010936185253065398 0.001082566749829538 0.0015811979675319767 0.003039942628916493 0.0015544914101610621 0.0053844428404374867 0.0010109097514394705 0.0041423802797666562 0.0018286195845576003 0.0081709115418711065 0.012325151636936487 0.0032846941036304153 0.0010165198073366338 leaf_count=532 301 691 685 370 630 480 256 123 762 258 3194 436 4020 349 7293 3189 1803 556 internal_value=0 -0.0163847 0.012458 0.0255712 0.0333069 -0.0396883 0.0417166 0.0457225 -0.00112907 -0.0187166 -0.0270223 0 -0.00424554 -0.0153247 -0.0470281 0.0507222 0.0164725 -0.0291469 internal_weight=0.0556459 0.0231817 0.0324642 0.021343 0.0190789 0.0104507 0.0160082 0.0149889 0.0111212 0.00808122 0.00652672 0.012731 0.00843538 0.00698752 0.0093571 0.0134077 0.0042956 0.0051589 internal_count=25928 16160 9768 4869 4499 8464 3869 3568 4899 4137 3879 7696 5457 4925 7984 3445 2239 4576 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=15 num_cat=0 split_feature=362 254 5 46 323 263 358 290 107 263 177 312 291 140 split_gain=0.000749564 0.000843572 0.000683172 0.000566646 0.000569419 0.000412872 0.000370566 0.000381885 0.000182001 0.000114795 7.01121e-05 7.76663e-05 6.35522e-05 8.13488e-06 threshold=-0.046264648437499993 0.012664794921875002 -0.036499023437499993 -0.017395019531249997 0.025329589843750003 -0.035278320312499993 0.019104003906250003 -0.010894775390624998 0.045043945312500007 -0.075927734374999986 -0.027038574218749997 -0.0040130615234374991 -0.0068511962890624991 0.047973632812500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 -1 5 8 7 9 12 -3 -4 -12 -5 -8 right_child=2 6 10 4 -6 -7 13 -9 -10 -11 11 -13 -14 -15 leaf_value=0 0 0 0 0.051949876574132206 0 0 0 0 0 -0.039733749164211178 0 -0.048983475220320677 0 0.0056513830336186559 leaf_weight=0.0029931947342056722 0.0021445669689263988 0.0010320847907863149 0.0010059533927559991 0.0098686814905590836 0.001741150540144786 0.0016457751927809747 0.0011931716532558321 0.0023288083407066998 0.0014331090692820689 0.0059571121290815654 0.0010177230700847426 0.0061764663493271126 0.0010671650161953048 0.0025470571667796094 leaf_count=939 1997 527 451 4074 905 969 761 474 345 5434 848 7265 258 681 internal_value=0 0.00556603 -0.0250864 0.0215271 0.0301843 0.0378231 -0.00748959 -0.0218242 0.0442123 -0.0343714 -0.0403365 -0.0441814 0.0487577 0 internal_weight=0.042152 0.0318073 0.0103447 0.0187491 0.0157559 0.0140147 0.0130582 0.00931801 0.012369 0.0069892 0.00820014 0.00719419 0.0109358 0.00374023 internal_count=25928 15367 10561 7490 6551 5646 7877 6435 4677 5961 8564 8113 4332 1442 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=15 num_cat=0 split_feature=169 327 130 363 327 288 47 102 339 142 362 2 64 45 split_gain=0.000561547 0.000598673 0.00051691 0.000365178 0.000387808 0.000273081 0.000224665 0.000152633 4.70908e-05 4.52062e-05 5.52999e-05 2.08918e-05 6.90365e-05 2.90282e-08 threshold=0.00079154968261718761 0.012420654296875002 0.00045776367187500005 -0.010406494140624998 0.049682617187500007 0.036743164062500007 0.042846679687500007 0.016662597656250003 -0.013336181640624998 0.0065765380859375009 -0.030761718749999997 0.030151367187500003 -0.0004167556762695312 -0.020568847656249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 -2 5 7 -3 8 -5 10 -4 12 -1 -13 right_child=2 6 9 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 leaf_value=0 0 -0.044836804115964475 -0.017049635878859614 0 0 0 0 0 0.049028905222322949 0 0 0 0.016342848994355719 -0.00037983617976604665 leaf_weight=0.0016802068091372746 0.00232794237345857 0.0057967873509046077 0.0034574809574330345 0.0011705399267398801 0.0013659617869574711 0.0014471071158297386 0.0016913922197776543 0.0010402989388147441 0.0081629070190984959 0.0016102366762211773 0.0013391370173305708 0.0010366964874872764 0.0033667817983129567 0.0023482324156294254 leaf_count=983 1763 7519 2465 352 1193 544 1284 542 3142 993 1316 703 437 2692 internal_value=0 -0.0146572 0.0100072 0.0217869 0.0289032 0.0354964 -0.0354433 0.041219 0.045298 0 -0.00970802 0 0.00643311 -0.000119716 internal_weight=0.0378417 0.0159201 0.0219216 0.0155148 0.0131868 0.0118209 0.00748818 0.0103737 0.00933345 0.00640685 0.00479662 0.00843192 0.00504699 0.00338493 internal_count=25928 13618 12310 7536 5773 4580 8803 4036 3494 4774 3781 4815 1420 3395 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=13 num_cat=0 split_feature=149 359 263 188 315 335 381 106 263 110 158 149 split_gain=0.000592081 0.000551141 0.000305275 0.000266799 0.000320904 0.000210921 0.000123743 0.000165041 0.000187715 7.87133e-05 7.26165e-05 6.79545e-05 threshold=0.017517089843750003 -0.0087585449218749983 -0.063232421874999986 0.034790039062500007 0.0049285888671875009 -0.0083923339843749983 0.023864746093750003 -0.067626953124999986 -0.041381835937499993 -0.015686035156249997 -0.032104492187499993 -0.011077880859374998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 5 -2 10 8 11 -7 -1 -8 right_child=3 2 -4 -5 -6 9 7 -9 -10 -11 -12 -13 leaf_value=0 0 0 -0.044472776514813427 0 0 0 0 0 0 0.04309607052220004 -0.017543586928771702 0.034623067101008827 leaf_weight=0.001281139830304312 0.0012230006740665553 0.0014968334135296857 0.0050161161117845401 0.0013798289071758072 0.0016834416080477874 0.0010452917008656496 0.0010003134417804205 0.0012041370715474287 0.0015080319845726109 0.0071811030613808642 0.0033069445419515739 0.004298511673344052 leaf_count=968 568 1122 8533 286 935 227 641 2416 1714 1241 5164 2113 internal_value=0 -0.00842596 -0.032474 0.0190982 0.0254872 0.0332405 0 0.0108656 0.0195297 0.0390588 -0.00797278 0.0290553 internal_weight=0.0316247 0.019112 0.00651295 0.0125127 0.0111328 0.0094494 0.0125991 0.00801099 0.00680686 0.00822639 0.00458808 0.00529883 internal_count=25928 22671 9655 3257 2971 2036 13016 6884 4468 1468 6132 2754 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=10 num_cat=0 split_feature=271 195 353 172 2 381 53 364 241 split_gain=0.000519909 0.000539741 0.00050608 0.000374426 0.00021 0.000173759 0.00019966 2.22447e-05 4.50563e-05 threshold=0.0096130371093750017 0.071044921875000014 0.0040130615234375009 0.057739257812500007 0.024353027343750003 0.066162109375000014 -0.040405273437499993 0.031372070312500007 0.0096130371093750017 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -4 6 -1 8 -3 right_child=1 7 4 -5 -6 -7 -8 -9 -10 leaf_value=0 0 -0.015624786615737516 0 0 0.043996525074223233 0 -0.04648395921402089 0 0 leaf_weight=0.0010049791745778691 0.0018969238733737024 0.0027567045757166389 0.0016777006134844896 0.0031062057669792864 0.0074587185390129207 0.0012643704021115809 0.004997263005527941 0.0015592317012274037 0.0012097841232776574 leaf_count=831 1811 3263 810 4042 2533 1064 9539 756 1279 internal_value=0 0.0106541 0.0256817 -0.017889 0.0367478 -0.0311781 -0.0382927 0 -0.00748875 internal_weight=0.0269319 0.0165591 0.0110333 0.0103728 0.00913642 0.00726661 0.00600224 0.00552572 0.00396649 internal_count=25928 10452 5154 15476 3343 11434 10370 5298 4542 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=19 num_cat=0 split_feature=141 338 258 301 350 286 352 292 46 76 121 311 277 350 317 356 11 317 split_gain=0.00098026 0.000905032 0.000788608 0.000625023 0.000632007 0.000498651 0.000454036 0.000314834 0.000244916 0.000206713 0.00013415 6.47073e-05 3.97239e-05 9.87829e-05 3.6672e-05 2.26238e-05 1.90945e-06 1.10635e-06 threshold=-0.037231445312499993 -0.018371582031249997 0.026550292968750003 -0.057983398437499993 -0.0067291259765624991 -0.031127929687499997 -0.052856445312499993 0.027404785156250003 0.0021286010742187504 -0.049438476562499993 -0.030944824218749997 0.19775390625000003 0.028869628906250003 -0.0003919601440429687 0.0052642822265625009 -0.00021696090698242185 -0.0056610107421874991 -0.019592285156249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 -3 7 -2 -7 -5 9 -1 -8 -12 13 17 -4 -11 -6 -10 right_child=2 3 14 4 16 6 10 -9 12 15 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=0 0 0 -0.010800170105006593 -0.055268029290978862 -0.0025429044762800388 0 0 0 0 0 0 0.052001239576743775 0 0 0 0.034722164437556595 0 -0.021484907981854623 leaf_weight=0.0026963832454036663 0.0013487142579933229 0.0022149031985563275 0.0031439138857471951 0.0091382696276856024 0.0029528738058246518 0.001026325712746968 0.0011902693538061735 0.0010351969866988489 0.0010364091779813114 0.0010745626673056563 0.0016182348191229332 0.0096305756195640413 0.0023321444412438552 0.0016913770590925034 0.0012100483899857295 0.0039480014546633404 0.0031176313243221907 0.0030245216329412017 leaf_count=1005 132 343 2591 7569 1221 754 323 398 1229 246 380 3172 1312 379 704 1048 940 2182 internal_value=0 -0.0096063 0.0186132 -0.025703 -0.0336971 0.0313147 0.0380677 -0.0493384 0.00104677 0.0178755 0.0439741 0.0475142 0 -0.00831006 0 0.030044 0 -0.0184681 internal_weight=0.0534304 0.0342623 0.0191681 0.0184589 0.016244 0.0148141 0.0134654 0.0101735 0.0158034 0.00771895 0.0124391 0.0112488 0.00808445 0.00575231 0.00435396 0.00502256 0.00607051 0.00406093 internal_count=25928 17872 8056 10471 10128 4761 4629 7967 7401 2299 3875 3552 5102 3790 3295 1294 2161 3411 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=15 num_cat=0 split_feature=296 263 163 349 25 95 140 353 172 275 99 189 331 96 split_gain=0.000788135 0.00102268 0.000723626 0.000516207 0.000432058 0.000345242 0.000379515 0.000244577 0.00022877 0.000171055 0.000128197 6.57155e-05 5.06538e-05 4.58533e-05 threshold=-0.0071563720703124991 -0.067626953124999986 0.0075836181640625009 -0.033813476562499993 0.023376464843750003 0.035278320312500007 0.082275390625000014 0.018493652343750003 0.0094909667968750017 0.017150878906250003 -0.024719238281249997 -0.010589599609374998 -0.067138671874999986 -0.022644042968749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -3 7 6 8 13 -5 10 12 -4 -1 -2 right_child=2 3 11 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0 0 0 0 0 0 0 0 0 -0.057043461540211164 0 0 -0.014159876260321502 0.030679099640483085 0.049362995407765911 leaf_weight=0.0010699498062365365 0.0010534881766091084 0.0020388421239303503 0.0023293007228240015 0.0018890406708393934 0.0010235897283266135 0.0010419861546111528 0.0016143837986462026 0.0016736562909756012 0.0091142491164344364 0.002378362139030088 0.0011662049873457647 0.0032775285387316435 0.0037546579674163638 0.0072123219070547853 leaf_count=207 442 1113 1648 548 539 413 575 1032 10243 1873 225 3105 892 3163 internal_value=0 -0.0140753 0.013707 -0.0308701 0.0307251 -0.0383811 -0.0432247 0.0384179 -0.0498739 0.00204103 0.0170689 0 0.0250497 0.0455046 internal_weight=0.0406376 0.0240677 0.0165699 0.0156985 0.0109631 0.0136597 0.0126177 0.00993947 0.0110033 0.00836917 0.00599081 0.00560683 0.00482461 0.00826581 internal_count=26018 16089 9929 12892 5176 11779 11366 4637 10791 3197 1324 4753 1099 3605 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=15 num_cat=0 split_feature=33 183 61 10 372 49 30 125 306 249 205 249 111 375 split_gain=0.000530885 0.000663542 0.000602118 0.000433796 0.000406395 0.000167006 0.000158224 0.000124785 8.02161e-05 6.74358e-05 5.22277e-05 4.25579e-05 1.59107e-06 5.10142e-07 threshold=0.016296386718750003 0.025329589843750003 -0.0076446533203124991 0.044799804687500007 -0.026184082031249997 0.015930175781250003 0.011566162109375002 0.0053558349609375009 0.052124023437500007 -0.054077148437499993 0.019714355468750003 -0.0050811767578124991 -0.011383056640624998 0.072021484375000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 4 -4 9 7 -1 -2 -6 -11 -9 -8 -3 right_child=1 13 3 -5 5 -7 12 11 -10 10 -12 -13 -14 -15 leaf_value=0 0 0 0 0 0 0 0 -0.02797830403422831 -0.045667710943047057 0.049888258711487964 0 0 0.0022320962298621031 0.0014161931249828889 leaf_weight=0.0010634250646148757 0.0014291956140723983 0.0019969602159974897 0.0010306219088498389 0.0029866760122256872 0.0010370269134050173 0.0010843930657422627 0.0013338562851767932 0.0041609592861586719 0.0053458049314372147 0.0075881800587058717 0.00103691473654699 0.0011668696061697403 0.0031934580700578863 0.0025435671235634061 leaf_count=351 1501 1141 218 2162 367 178 528 3421 9725 2072 298 354 969 2733 internal_value=0 -0.0181104 0.00788684 0.0227142 0.0318609 0.0386087 -0.000368504 -0.0157415 -0.0390793 0.0427875 0.0461419 -0.0230536 0 0 internal_weight=0.0369979 0.0113155 0.0256824 0.0147638 0.0117771 0.0107465 0.0109186 0.00639125 0.006775 0.00966212 0.00862509 0.00532783 0.00452731 0.00454053 internal_count=26018 15100 10918 5295 3133 2915 5623 4126 11226 2737 2370 3775 1497 3874 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=11 num_cat=0 split_feature=328 183 359 284 158 295 188 56 45 56 split_gain=0.000543731 0.000595164 0.000520462 0.000336252 0.000324081 0.000230598 0.000127055 8.60099e-05 0.000113827 1.69403e-05 threshold=-0.027038574218749997 0.014129638671875002 -0.019592285156249997 -0.024353027343749997 -0.048950195312499993 -0.039916992187499993 0.034301757812500007 0.014007568359375002 -0.0041351318359374991 -0.013641357421874998 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 -1 -4 -5 -7 8 -2 -3 right_child=2 9 4 5 -6 6 -8 -9 -10 -11 leaf_value=0 0.023285993319424051 0 0 0 -0.043825263293695023 0.04545328979807832 0 0 0 -0.0077601113778817598 leaf_weight=0.0011748015263091114 0.0036853904955123085 0.0011381436817501367 0.0023796251468173324 0.0010469089382034733 0.0052671640697097288 0.0080624101981889851 0.0012015830816736192 0.0029967187118238314 0.0010414600019865716 0.0028130737328933017 leaf_count=555 2031 204 2155 598 10140 2291 174 4523 1129 2218 internal_value=0 0.0156199 -0.0104267 0.0290876 -0.0299858 0.0356174 0.0407539 0 0.0134892 0 internal_weight=0.0308073 0.0154369 0.0153704 0.0114857 0.00764679 0.0103109 0.00926399 0.00772357 0.00472685 0.00395122 internal_count=26018 6040 19978 3618 12295 3063 2465 7683 3160 2422 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=11 num_cat=0 split_feature=61 327 286 262 105 183 35 357 357 180 split_gain=0.000589753 0.000527393 0.000642401 0.000370003 0.000262231 0.000182467 0.000108878 3.34385e-05 2.39865e-05 5.86978e-06 threshold=-0.025085449218749997 -0.015106201171874998 -0.028747558593749997 -0.0099182128906249983 -0.010467529296874998 -0.012115478515624998 -0.056762695312499993 0.053588867187500007 0.038940429687500007 0.011016845703125002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 8 -3 -1 5 -5 -4 -7 9 -2 right_child=1 2 6 4 -6 7 -8 -9 -10 -11 leaf_value=0 0.010422525614963117 0 0 0 0 0.046735316424912812 -0.044754348697624152 0 0 0 leaf_weight=0.0017426775854314522 0.0027484408989941747 0.0020748048460745841 0.0012905286590783049 0.0010321774879535903 0.0012225290389125112 0.005524573644066777 0.007538300461928495 0.001071531797244063 0.0010188163248443516 0.0010787146278801174 leaf_count=1524 609 642 1325 493 457 2600 16148 157 1617 446 internal_value=0 -0.0121164 -0.0263769 0.018397 0.0286902 0.036039 -0.0398354 0.0421744 0 0.0079167 internal_weight=0.0263431 0.0157496 0.0109036 0.0105935 0.00885081 0.00762828 0.00882883 0.00659611 0.00484597 0.00382716 internal_count=26018 20787 18115 5231 3707 3250 17473 2757 2672 1055 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=18 num_cat=0 split_feature=352 52 125 92 328 76 55 139 50 11 290 67 176 340 141 200 246 split_gain=0.000911239 0.000796219 0.000737263 0.000578679 0.000400627 0.0003506 0.000346689 0.000237394 0.000154118 0.000268287 0.000131172 4.32351e-05 2.9252e-05 0.000143294 2.74586e-05 2.02529e-05 1.9685e-05 threshold=-0.027648925781249997 -0.012908935546874998 0.036010742187500007 -0.00093460083007812489 -0.040161132812499993 -0.067626953124999986 0.036499023437500007 0.039184570312500007 -0.0070953369140624991 0.0069732666015625009 -0.017272949218749997 -0.048950195312499993 0.00025177001953125005 0.0048065185546875009 -0.029602050781249997 -0.018371582031249997 0.0015296936035156252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 -2 -5 -6 7 16 -4 14 11 -7 13 -1 -10 -14 -3 right_child=2 6 8 4 5 10 -8 -9 9 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.021159265848892286 0 0 0 0 0 0 0 0 -0.034046061457318783 0 0 0.054243492747662304 0 0 0 -0.0079772154879198601 -0.050341448936316202 leaf_weight=0.0038539206167840234 0.0042410535457975121 0.001008090803523487 0.002503333234948002 0.0021819079300016116 0.0021905297222204459 0.001026056647766894 0.0015484074196479023 0.0012710150058161682 0.0038810546394429934 0.0024341647536871847 0.001661681309052203 0.0090408035256430708 0.0020876111525680585 0.0011881154804846972 0.0010116272574016705 0.0031826035119415508 0.00746829619762579 leaf_count=1998 511 621 1003 487 686 152 689 515 3038 549 480 2740 943 523 166 2839 8078 internal_value=0 -0.0150999 0.0117781 0.0238368 0.0328216 0.0391657 -0.0337793 -0.040963 -7.57229e-05 -0.0145036 0.0460367 0.0509854 0 0.00761683 -0.0293828 0 -0.0470068 internal_weight=0.0517803 0.0216081 0.0301722 0.020342 0.016101 0.0139191 0.0112958 0.0097474 0.00983018 0.00732685 0.0117285 0.0100669 0.0103123 0.00504204 0.00489268 0.00527021 0.00847639 internal_count=26018 16206 9812 5056 4545 4058 9903 9214 4756 3753 3372 2892 6303 2521 3204 3782 8699 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=15 num_cat=0 split_feature=25 96 362 127 155 86 204 70 312 50 241 246 208 244 split_gain=0.000588524 0.000671207 0.000789622 0.000446822 0.000369681 0.000379572 0.000265259 0.000233 0.000219484 0.00013817 7.9878e-05 7.14939e-05 3.36144e-05 2.99274e-07 threshold=0.013519287109375002 -0.0074920654296874991 -0.045043945312499993 -0.012237548828124998 0.015563964843750002 0.077392578125000014 -0.019836425781249997 0.026916503906250003 0.042846679687500007 0.043334960937500007 0.014007568359375002 0.062255859375000007 -0.022399902343749997 0.0029830932617187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 7 -5 11 9 -2 -8 -1 -6 -4 right_child=8 2 13 6 12 -7 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.043461940763235195 -0.042657535769339477 0 -0.0012011363203972714 0 0.0099986591326475405 0 0.051338634552176687 0 0 0 0 0 0 0 leaf_weight=0.0058622822013845166 0.0049769486636748184 0.0014987384728080153 0.0020743455985954276 0.0015323485540434953 0.0033623273795093667 0.0013606935579382204 0.0084977480502388403 0.0010537092242977053 0.0020815824897724156 0.0012012325087980003 0.0010020709098981237 0.0010162071745032364 0.0017725424264938292 0.0017913090299934709 leaf_count=4013 5339 465 2535 550 1955 377 3241 638 1151 717 734 882 1572 1849 internal_value=0 0.00362643 0.0200346 0.0339904 -0.00609551 -0.0213423 0.0414406 -0.0318143 -0.0257573 -0.0352452 0.0476818 -0.0388064 0 0 internal_weight=0.0390841 0.0308243 0.0163966 0.0125309 0.0144278 0.00929289 0.0110322 0.0079322 0.00825976 0.00617818 0.00949982 0.00687849 0.00513487 0.00386565 internal_count=26018 18811 9374 4990 9437 5910 4525 5533 7207 6056 3975 4895 3527 4384 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=12 num_cat=0 split_feature=239 2 59 17 283 347 340 191 287 258 2 split_gain=0.000457817 0.000730965 0.000514465 0.00037611 0.000333612 0.000171007 0.000166134 0.000187855 8.63093e-05 0.000109233 6.29959e-06 threshold=-0.0003309249877929687 0.013702392578125002 -0.056518554687499993 0.018493652343750003 0.043823242187500007 0.0081481933593750017 -0.0072784423828124991 -0.038940429687499993 0.054809570312500007 0.040161132812500007 0.014068603515625002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 8 -2 -6 -1 -8 9 -3 -4 right_child=2 3 10 -5 5 -7 7 -9 -10 -11 -12 leaf_value=0 0 -0.049902512890967449 0 0 0.047001113785843138 0 0.027081776537750769 0 0 0 -0.0041017972858507119 leaf_weight=0.0019763737830835737 0.0016583765281907858 0.0060579854995381766 0.0033684089536940584 0.0033005514326536209 0.0057530658279745239 0.0010276847622243679 0.0048265056584959609 0.001668482503987434 0.0010858610676081071 0.001197513422052765 0.0037442204744326801 leaf_count=2065 916 7680 891 2838 2106 478 2193 845 1760 1179 3067 internal_value=0 -0.0101199 0.0127252 -0.0283691 0.0301335 0.0402753 0 0.0159933 -0.0396756 -0.0439169 0 internal_weight=0.035665 0.0201133 0.0155518 0.0116419 0.00843913 0.00678075 0.00847136 0.00649499 0.00834136 0.0072555 0.00711263 internal_count=26018 18560 7458 13457 3500 2584 5103 3038 10619 8859 3958 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=11 num_cat=0 split_feature=74 94 291 184 291 7 150 161 158 220 split_gain=0.000523355 0.000794798 0.000575746 0.000234337 0.000115432 9.13485e-05 0.000149494 8.1206e-05 5.46667e-06 0.000102266 threshold=-0.0099792480468749983 -0.0064544677734374991 -0.0083312988281249983 0.016662597656250003 0.0034790039062500004 -0.019470214843749997 -0.040161132812499993 0.024719238281250003 -0.030578613281249997 -0.010284423828124998 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 8 7 -1 6 -3 -4 -2 -10 right_child=2 5 3 -5 -6 -7 -8 -9 9 -11 leaf_value=-0.042528236302006542 0 0.028016422429631063 0.044131561454897959 0 0 0 0 0 0 -0.016127790044601475 leaf_weight=0.0061635710628076268 0.0033171457544423077 0.0030683484448008613 0.0062132607572529253 0.0011118266991019254 0.0010181757720761908 0.0016778266385557572 0.0010112614751864868 0.0010172531743215529 0.0010159727484859715 0.0041418646536524051 leaf_count=9486 1522 988 1640 268 431 3886 623 682 694 5798 internal_value=0 -0.0125732 0.0137685 0.032746 -0.0373029 0 0.0149637 0.039513 0 -0.00325557 internal_weight=0.0297565 0.0129392 0.0168173 0.00834234 0.00718175 0.00575744 0.00407961 0.00723051 0.00847498 0.00515784 internal_count=26018 15414 10604 2590 9917 5497 1611 2322 8014 6492 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=10 num_cat=0 split_feature=104 197 61 198 245 57 254 104 184 split_gain=0.000624485 0.000687036 0.000572595 0.000388608 0.000280267 0.000186314 0.000179825 0.000132803 6.09234e-05 threshold=0.010894775390625002 -0.025817871093749997 -0.0025100708007812496 -0.036743164062499993 -0.049438476562499993 0.045043945312500007 0.025573730468750003 0.058471679687500007 0.020690917968750003 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 7 4 -1 -3 -5 -6 8 -2 right_child=1 2 -4 5 6 -7 -8 -9 -10 leaf_value=0 -0.025629070159066032 0 0 -0.046758311927117296 0.04754919940750213 0 0 0 0 leaf_weight=0.0012595673328785742 0.0030905603673350148 0.001025507920719094 0.0026655086396250036 0.0046178551738655926 0.0084046272538316202 0.0012250679643308615 0.001010874446251365 0.0011114785038515151 0.0010075644936655692 leaf_count=337 4584 578 2539 11716 3562 1283 653 406 360 internal_value=0 0.0101792 0.0257277 -0.0247394 0.037139 -0.0375376 0.0427458 -0.00422019 -0.0186198 internal_weight=0.0254186 0.0183161 0.0131065 0.00710249 0.010441 0.00584292 0.0094155 0.0052096 0.00409812 internal_count=26018 12682 7332 13336 4793 12999 4215 5350 4944 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=17 num_cat=0 split_feature=262 350 245 46 199 9 350 123 353 255 381 335 84 286 81 271 split_gain=0.000816128 0.000644215 0.000620105 0.000576316 0.000381549 0.000288473 0.000280353 0.000114697 7.47273e-05 6.31135e-05 7.9431e-05 3.43324e-05 3.4689e-05 2.31866e-05 5.61735e-05 3.63502e-06 threshold=-0.0042877197265624991 -0.031127929687499997 -0.021179199218749997 -0.0091857910156249983 -0.035766601562499993 0.020690917968750003 0.00090789794921875011 0.016662597656250003 0.026062011718750003 0.011016845703125002 0.036987304687500007 0.047485351562500007 -0.037475585937499993 0.030334472656250003 -0.019348144531249997 0.026672363281250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 9 -5 8 7 -6 -3 13 -11 12 -1 14 -2 -4 right_child=3 2 15 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0 -0.015459573275646754 0.049342786156583884 -0.00037998366713012975 0 -0.043499386322015478 0 0 0 0 0.020078329181090402 0 0 -0.014335857120206489 0 0 0.0034509499922537067 leaf_weight=0.0010078564358462216 0.00332051284785706 0.0085743588244184821 0.0040836167609974447 0.0029696786492650071 0.009031555417303494 0.0014948417534945682 0.002382612160561238 0.0010076090876900432 0.0012808128844916675 0.0035358449428883887 0.0010429280540229513 0.0010799138377244333 0.0033584141424771721 0.0015303918125511018 0.0012154081698376729 0.003002786489190612 leaf_count=1242 1510 4703 1264 2224 7470 810 778 343 300 774 344 888 2412 382 239 335 internal_value=0 0.0138797 0.0244741 -0.0116938 -0.0246122 0.0389782 -0.0325229 -0.0398501 0.0451936 0 0.0117405 0 -0.00886739 0 -0.00714966 0 internal_weight=0.0499191 0.0238826 0.0184364 0.0260365 0.0153915 0.01135 0.0124218 0.0100392 0.00985517 0.0106451 0.00457877 0.00544618 0.00436627 0.00606631 0.00453592 0.0070864 internal_count=26018 11954 7412 14064 10815 5813 8591 7813 5003 3249 1118 4542 3654 2131 1749 1599 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=14 num_cat=0 split_feature=307 122 194 119 48 165 254 308 315 46 51 352 308 split_gain=0.000649646 0.000554947 0.000541743 0.000557031 0.000398455 0.000326554 0.00030426 0.000127136 8.95158e-05 3.49873e-05 3.60424e-05 2.74309e-06 1.7184e-05 threshold=0.021667480468750003 -0.019226074218749997 0.015167236328125002 -0.0083312988281249983 -0.023742675781249997 -0.016906738281249997 -0.010589599609374998 -0.022644042968749997 -0.024353027343749997 0.0099792480468750017 -0.0065765380859374991 -0.036254882812499993 0.012237548828125002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 -2 -3 8 -6 -8 -5 10 -4 12 -1 right_child=2 4 9 5 6 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.0074883999773524808 0 0 0 0 0 0 0 -0.051129305935828921 0.048971941142541262 0 -0.016624046318213018 0 0 leaf_weight=0.0035535508158481832 0.0012855000880502851 0.001968770725582659 0.0010137698906547143 0.001030847521576562 0.0016183133641423106 0.0011312003480554731 0.0010403760864115003 0.0069160532476253405 0.00726062773258107 0.0033654744276763182 0.002570176880251295 0.0039163561532635782 0.0010191305828328723 leaf_count=1346 1151 1144 695 459 1444 472 294 7128 3816 3739 1310 2322 698 internal_value=0 -0.0145347 0.0113243 0.026784 -0.0291094 0.0375021 -0.0379176 -0.0459629 0.0446332 0 -0.00988037 0 0.00244925 internal_weight=0.0376901 0.0200326 0.0176576 0.0107082 0.0115435 0.00942268 0.00957474 0.00795643 0.00829148 0.00694942 0.00358395 0.00848904 0.00457268 internal_count=26018 14376 11642 5898 10010 4747 8866 7422 4275 5744 2005 4366 2044 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=14 num_cat=0 split_feature=17 310 39 362 363 346 38 292 292 275 169 38 185 split_gain=0.00041766 0.000479646 0.000349227 0.000328479 0.000298857 0.000133522 0.000129556 7.8467e-05 7.64987e-05 4.29682e-05 5.30375e-05 3.74312e-05 2.51281e-05 threshold=0.015380859375000002 -0.0048370361328124991 -0.0094909667968749983 -0.067138671874999986 0.034545898437500007 0.015930175781250003 0.023254394531250003 -0.041137695312499993 -0.0021438598632812496 0.012237548828125002 -0.0015602111816406248 0.012725830078125002 0.0089416503906250017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 6 8 7 -1 -5 11 -11 12 -3 right_child=2 9 3 5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=0 0 -0.014125301767376653 0 0.043536404654776428 0 0 0 -0.045869371139435372 0 0 0.017358813943359787 0 0 leaf_weight=0.0010840797241655764 0.0034914716106833063 0.0031354095122519965 0.0022662337946162134 0.0059457687219133266 0.0024170284483986393 0.0011016084047241748 0.0010569103621129727 0.005536753176917486 0.00102362954790358 0.0010201298245124946 0.0031860647689505583 0.0016679729576907221 0.0015238199893783388 leaf_count=1301 3299 1727 1625 3775 1529 1555 333 8318 547 699 676 268 366 internal_value=0 -0.00929993 0.0131533 0.0238595 -0.0255319 0.0337062 -0.0353036 -0.040509 0.0388235 0 0.0101071 0 -0.00896312 internal_weight=0.0344569 0.0206282 0.0138287 0.0103372 0.0100948 0.00807101 0.00767774 0.00662083 0.0069694 0.0105334 0.00420619 0.0063272 0.00465923 internal_count=26018 15217 10801 7502 11481 5877 9952 9619 4322 3736 1375 2361 2093 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=10 num_cat=0 split_feature=245 71 331 128 232 381 280 199 134 split_gain=0.000450592 0.000487027 0.000438881 0.000360463 0.000153138 8.67115e-05 1.33321e-05 3.49164e-05 8.74469e-06 threshold=-0.020812988281249997 0.034301757812500007 -0.061157226562499993 0.011749267578125002 -0.016418457031249997 0.0054168701171875009 0.0046539306640625009 -0.024963378906249997 0.038208007812500007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -5 -3 -8 -4 right_child=2 6 8 5 -6 -7 7 -9 -10 leaf_value=0 0 0 -0.0053812778068802851 0 -0.03980237629592244 0.041068110069832783 0 0.01329070550939393 0 leaf_weight=0.0012276038173082426 0.0013932641614253791 0.0022137843257681311 0.0030197495047294956 0.0010163775089058191 0.00512034893839175 0.0069111440287619175 0.001044545912675332 0.0027313923348675218 0.0040721136902401867 leaf_count=888 2440 2176 4245 340 10582 2550 679 944 1174 internal_value=0 -0.0117734 0.0130515 0.0277634 -0.0321966 0.0368914 0 0.00594203 0 internal_weight=0.0287503 0.0123377 0.0164126 0.00932079 0.00634795 0.00792752 0.00598972 0.00377594 0.00709186 internal_count=26018 15269 10749 5330 11470 2890 3799 1623 5419 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=9 num_cat=0 split_feature=104 287 53 334 241 244 334 38 split_gain=0.000539754 0.000577438 0.000516603 0.000185424 0.000176321 9.60149e-05 9.41688e-05 5.62539e-05 threshold=0.043334960937500007 -0.0040740966796874991 -0.063232421874999986 0.013763427734375002 0.010406494140625002 -0.017272949218749997 -0.021057128906249997 -0.0076904296874999991 decision_type=2 2 2 2 2 2 2 2 left_child=1 6 -3 5 -4 -2 7 -1 right_child=3 2 4 -5 -6 -7 -8 -9 leaf_value=0 0 0 -0.045667428983760951 0 0 0.035467736146625455 0 0.023359408876074936 leaf_weight=0.0011011754928809125 0.0012038447740359004 0.001361865989920827 0.006867493621926183 0.0010201388570774128 0.0024521870357165909 0.005241215807401999 0.0024241717174380275 0.0027566838186192655 leaf_count=739 443 609 13118 807 4408 2799 2328 767 internal_value=0 -0.00976832 -0.0263084 0.0224988 -0.0367095 0.0295638 0 0.0156235 internal_weight=0.0244288 0.0169636 0.0106815 0.0074652 0.00931968 0.00644506 0.00628203 0.00385786 internal_count=26018 21969 18135 4049 17526 3242 3834 1506 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=16 num_cat=0 split_feature=203 76 246 241 20 339 50 147 328 339 259 328 199 254 11 split_gain=0.000830239 0.000758788 0.000926902 0.000523323 0.000488822 0.000458646 0.00043386 0.000259726 0.00020451 0.000197068 0.000168892 8.97939e-05 7.28575e-05 9.53044e-06 1.15988e-08 threshold=0.014068603515625002 -0.043090820312499993 0.010345458984375002 -0.031127929687499997 -0.0063018798828124991 0.0072174072265625009 0.048706054687500007 -0.00059700012207031239 -0.033813476562499993 0.011566162109375002 0.0097961425781250017 -0.046508789062499993 0.0016670227050781252 0.038940429687500007 -0.0068206787109374991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 -4 5 6 11 12 -9 -10 -5 -2 13 -3 -1 right_child=4 7 3 10 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 leaf_value=0 0 -0.016694195008019348 0 -0.051714999907228922 0 0 0 0 0.034393202248310058 0 0 0.050418533682238545 0 0 0.00020171390621164539 leaf_weight=0.0012969118820649328 0.0010239197826038557 0.0031147856790152426 0.0014780748772906796 0.009892332278228725 0.0038639370684627741 0.0035280066986835843 0.0013149086208343883 0.0015343847891191595 0.0055531752786688307 0.0010127562328907658 0.0011568077578463223 0.0079999483590462717 0.0016198461305734213 0.0010096586077459335 0.0028506209079814928 leaf_count=916 208 1288 313 10491 622 1573 423 857 2446 924 749 3889 102 174 1043 internal_value=0 -0.00936641 -0.0248117 -0.0394886 0.0178113 0.0275346 0.0382162 0 0.0177533 0.0264632 -0.0473453 0.0464121 -0.00277404 -0.0136881 0 internal_weight=0.0482501 0.0305194 0.0166747 0.0125272 0.0177307 0.0138668 0.0103388 0.0138446 0.00810032 0.00656593 0.0110491 0.00902387 0.00574429 0.00412444 0.00414753 internal_count=26018 19303 13512 11553 6715 6093 4520 5791 4227 3370 11240 4097 1564 1462 1959 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=13 num_cat=0 split_feature=189 143 96 25 244 53 230 205 74 352 205 10 split_gain=0.000509964 0.0007188 0.000453168 0.000564066 0.000431606 0.000370494 0.000153375 4.86721e-05 5.70677e-05 1.21355e-05 3.15116e-05 3.4119e-06 threshold=1.0000000180025095e-35 -0.026062011718749997 -0.011993408203124998 0.012237548828125002 -0.020812988281249997 0.039672851562500007 -0.014739990234374998 0.0019454956054687502 0.014862060546875002 -0.029113769531249997 -0.0057525634765624991 0.068603515625000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 7 4 -4 11 -6 8 -1 10 -2 -3 right_child=1 5 3 -5 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.017783527204106749 0 -0.04628282282680056 0 0 0 0 0.045054314027496552 0 0 0 0.012493823459318876 0 leaf_weight=0.0033434911167216077 0.0010266725790621933 0.0068018186515423906 0.0019517673125086796 0.0036402249329050571 0.0011037789515064853 0.0013721109240876226 0.008610605615999134 0.0026672533379255015 0.0010020833253641115 0.0012425467536942856 0.0027961589130462983 0.0010655469888902758 leaf_count=2707 563 9140 1121 2212 457 403 4775 969 734 1208 1155 517 internal_value=0 -0.0159587 0.00807818 0.0197793 0.0315721 -0.0342384 0.0405138 0 -0.0105832 0 0.00563425 -0.0429842 internal_weight=0.0366241 0.0143049 0.0223192 0.0153064 0.0116662 0.00923948 0.00971438 0.00701283 0.00434557 0.00506538 0.00382283 0.00786737 internal_count=25961 12986 12975 8565 6353 10060 5232 4410 3441 2926 1718 9657 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=14 num_cat=0 split_feature=17 351 11 287 141 94 18 121 220 280 39 60 322 split_gain=0.000403832 0.000472172 0.000427946 0.000247517 0.000214436 0.000235739 0.00018539 6.85199e-05 1.43179e-05 8.93027e-06 7.68282e-06 9.96116e-07 2.39343e-06 threshold=0.0095520019531250017 -0.71289062499999989 -0.011383056640624998 -0.018493652343749997 -0.092041015624999986 -0.046997070312499993 -0.017028808593749997 0.016174316406250003 0.0036697387695312504 0.0056610107421875009 0.0022659301757812504 -0.039916992187499993 0.0075836181640625009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 -2 -3 -6 -5 -7 -8 10 -4 12 -1 right_child=2 4 9 6 5 7 8 -9 -10 -11 -12 -13 -14 leaf_value=0 0 0 -0.0073452418171244763 0 0 -0.042823567038957094 0 0 0.041728235662511756 0 0 0 0.0033018141799780621 leaf_weight=0.0010501633173021219 0.0010922577609111537 0.0011551397064648574 0.0030791830409295775 0.0014863684859580681 0.001532102923739842 0.0065092964325819142 0.0010261063681138429 0.0010564929449277116 0.0061803510266749129 0.0030313444656613342 0.0010037830635400979 0.0021677613078718841 0.0031090928425232534 leaf_count=494 497 583 4264 1021 780 8103 1047 617 2863 2353 1192 1302 845 internal_value=0 -0.011061 0.0109055 0.0253523 -0.0256586 -0.0312674 0.0317528 -0.0385644 0.0383855 0 -0.00467674 0 0.00154756 internal_weight=0.0334794 0.01658 0.0168994 0.00978508 0.010253 0.00909789 0.00869283 0.00756579 0.00720646 0.00711431 0.00408297 0.00632702 0.00415926 internal_count=25961 12724 13237 5428 10083 9500 4931 8720 3910 7809 5456 2641 1339 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=10 num_cat=0 split_feature=97 56 1 359 283 97 304 250 110 split_gain=0.000396387 0.000476798 0.000460458 0.000346653 0.000219405 0.000152846 0.000143387 0.000105804 7.56369e-06 threshold=-0.033325195312499993 0.0036239624023437504 -0.030944824218749997 0.0048065185546875009 0.030944824218750003 -0.018005371093749997 -0.0093688964843749983 -0.0042877197265624991 0.049438476562500007 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 4 -3 7 6 -4 -2 -1 -7 right_child=1 2 5 -5 -6 8 -8 -9 -10 leaf_value=0 0.031616505450829051 0 0 0 0 -0.047948322905524227 0 0.039985084689082684 0 leaf_weight=0.0012186176105384305 0.0036388549600694375 0.0029011403167249475 0.0031547553165465203 0.0019250813690891988 0.0027132717048603539 0.0050989890856216764 0.0011519944622691005 0.0048365572157180736 0.0010285773139511178 leaf_count=772 738 2581 2145 1006 4415 11187 848 1684 585 internal_value=0 -0.00619549 -0.0212742 0.0200503 0.00112569 -0.0330168 0.0214465 0.0332011 -0.0435979 internal_weight=0.0276678 0.0196876 0.0121835 0.00798026 0.00750412 0.00928232 0.00479085 0.00605517 0.00612757 internal_count=25961 22499 16498 3462 6001 13917 1586 2456 11772 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=8 num_cat=0 split_feature=34 327 113 110 180 137 50 split_gain=0.000369549 0.000359004 0.000518363 0.000268935 0.000221634 8.85497e-05 2.13775e-05 threshold=0.049682617187500007 -0.032836914062499993 -0.010650634765624998 0.013885498046875002 0.020690917968750003 -0.058715820312499993 -0.0052032470703124991 decision_type=2 2 2 2 2 2 2 left_child=1 -1 -3 4 6 -4 -2 right_child=3 2 5 -5 -6 -7 -8 leaf_value=0 0 0 0 0 0 -0.043097109964082142 0.035312749268636437 leaf_weight=0.0023470019246119031 0.0010089882110957413 0.0022678589025284532 0.0010578117033368537 0.0036846067260993829 0.0014331433545526906 0.0061050100638357901 0.0057216622643805328 leaf_count=607 487 1825 723 3112 1700 13951 3556 internal_value=0 -0.0119436 -0.0236395 0.0130422 0.0240061 -0.0382026 0.032067 internal_weight=0.0236261 0.0117777 0.00943068 0.0118484 0.00816379 0.00716282 0.00673065 internal_count=25961 17106 16499 8855 5743 14674 4043 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=15 num_cat=0 split_feature=278 246 5 350 356 113 69 352 291 352 341 259 335 356 split_gain=0.000762498 0.000764299 0.000635026 0.000531395 0.000529819 0.000349028 0.000410859 0.000321129 0.000276223 0.000220808 0.000118572 5.02612e-05 3.42422e-05 3.03886e-05 threshold=0.0022048950195312504 0.022644042968750003 0.018005371093750003 -0.040893554687499993 0.021179199218750003 -0.022033691406249997 -0.020935058593749997 0.017150878906250003 -0.035766601562499993 -0.046997070312499993 0.021545410156250003 0.010406494140625002 0.010284423828125002 0.014434814453125002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 -2 7 -5 -7 8 -3 -8 -1 -10 -12 -4 right_child=2 4 13 5 -6 6 9 -9 11 -11 12 -13 -14 -15 leaf_value=0 0 0 -0.010162219325405186 0 0 0 0 0 -0.05104202930456974 0.047926937664009031 0 0 0.022483594979103308 0 leaf_weight=0.0031717232808112774 0.0021510911521254146 0.0012791176861330902 0.002946036757226266 0.0012479068764150716 0.0045186822093121739 0.0020613995217182443 0.0011777608402319126 0.0010245186881370225 0.0088907093067867073 0.011032577280715831 0.0010038728009895692 0.0010006686247407961 0.0030396062992181783 0.0018503551879689439 leaf_count=2757 1035 1529 1168 177 2848 458 647 91 8509 4360 301 391 977 713 internal_value=0 -0.0125253 0.0131261 0.0240501 -0.0261035 0.0316382 0.0365111 -0.0369909 -0.0422055 0.043527 0.00108071 -0.0478635 0.017185 -0.000271996 internal_weight=0.046396 0.0239289 0.0224671 0.0176707 0.0167137 0.0155196 0.0142717 0.012195 0.0111705 0.0122103 0.0072152 0.00989138 0.00404348 0.00479639 internal_count=25961 17403 8558 6677 13368 5642 5465 10520 10429 5007 4035 8900 1278 1881 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=12 num_cat=0 split_feature=79 10 56 275 5 191 25 127 279 183 96 split_gain=0.000460817 0.000603392 0.00035416 0.000294641 0.000127546 0.000117674 9.4554e-05 1.9133e-05 2.24744e-05 1.77288e-05 4.1164e-05 threshold=-0.0023117065429687496 0.037719726562500007 0.0064849853515625009 0.0087585449218750017 -0.031372070312499993 -0.036010742187499993 0.011566162109375002 -0.0057830810546874991 -0.0025253295898437496 0.014434814453125002 -0.024353027343749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 7 -5 9 -4 -2 -9 10 -1 right_child=3 2 6 4 -6 -7 -8 8 -10 -11 -12 leaf_value=0 -0.0075223069793512471 0 0.04555710372242476 0 -0.036839519097949927 -0.017634408209232531 0 0 0.0076530125569909402 0 0.012497842394491704 leaf_weight=0.0011140481725213647 0.003381254673495703 0.0020197923033666854 0.0058059600296367364 0.0010570390435855614 0.0053797052314834551 0.0037840396001218579 0.0010492537793780343 0.0025788489110318835 0.003837262882580462 0.0016304328568708115 0.0037704248701029286 leaf_count=752 4290 958 3829 759 5942 2943 351 1512 1729 1110 1786 internal_value=0 0.00892978 0.0291917 -0.0137723 -0.0305962 0 0.0402474 0 0 0 0.00602463 internal_weight=0.0354081 0.019174 0.00887501 0.0162341 0.00643674 0.0102989 0.00685521 0.00979737 0.00641611 0.00651491 0.00488447 internal_count=25961 11729 5138 14232 6701 6591 4180 7531 3241 3648 2538 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=13 num_cat=0 split_feature=93 59 292 349 326 249 347 170 224 371 46 39 split_gain=0.000364529 0.000586467 0.000494719 0.000345462 0.000341273 0.000309738 0.000262127 0.000229215 9.34771e-05 7.34086e-05 3.38416e-05 3.75664e-07 threshold=0.019592285156250003 -0.070068359374999986 -0.031860351562499993 -0.019104003906249997 -0.036499023437499993 -0.050415039062499993 0.010650634765625002 -0.040893554687499993 0.0023880004882812504 -0.023376464843749997 -0.028747558593749997 -0.012603759765624998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 -2 -4 -5 7 -7 -1 -9 -6 -11 right_child=3 2 4 5 10 6 -8 9 -10 11 -12 -13 leaf_value=0 0 0 0 0 0 0 0 0 0.018129605952613117 0 -0.049249162808072233 0.047149173151757998 leaf_weight=0.0015249807869874834 0.0016918524615459072 0.0038860795043831322 0.0015472792158313098 0.0022414020725740622 0.0010385042742502293 0.001119267499017698 0.0011993607545015559 0.0010816292769426673 0.0030085149239837961 0.0011014317543391917 0.0066310436804775125 0.0064208880394040959 leaf_count=913 1303 4364 1084 691 1180 550 283 440 1320 159 11560 2114 internal_value=0 -0.00944884 -0.0237408 0.0118062 -0.036579 0.0204873 0.0280969 0.0340059 0.00345389 0.0396641 -0.0453093 0.0435551 internal_weight=0.0324922 0.0176364 0.0131029 0.0148558 0.00921683 0.013164 0.0109226 0.00972322 0.0045335 0.00860395 0.00766955 0.00752232 internal_count=25961 20421 18188 5540 13824 4237 3546 3263 2233 2713 12740 2273 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=9 num_cat=0 split_feature=108 331 128 65 161 359 150 361 split_gain=0.000362222 0.000420977 0.000320682 0.000284657 0.00024233 0.000201899 0.000129002 1.80726e-07 threshold=-0.013214111328124998 -0.048461914062499993 0.0054779052734375009 0.0054168701171875009 -0.0021286010742187496 0.0066375732421875009 -0.027282714843749997 0.019348144531250003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 6 -4 -3 right_child=3 7 5 -5 -6 -7 -8 -9 leaf_value=0 0 -0.00082560341471202682 0.042307483190905167 0 -0.036725890452213854 0 0 0 leaf_weight=0.0016326976181915151 0.0014073263467988539 0.0026513923095663481 0.0071082772440629353 0.0050221579894644819 0.0051115139151134414 0.0010168660240328373 0.0015664240179624729 0.0012415519635435857 leaf_count=1294 1658 1866 2618 6778 10171 455 681 440 internal_value=0 0.0114577 0.0234127 -0.0118642 -0.0261891 0.0311671 0.0363043 0 internal_weight=0.0267582 0.0152172 0.0113243 0.011541 0.00651884 0.00969157 0.0086747 0.00389294 internal_count=25961 7354 5048 18607 11829 3754 3299 2306 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=9 num_cat=0 split_feature=353 335 169 355 159 379 273 359 split_gain=0.000307804 0.000322395 0.000337427 0.000267306 0.00016712 0.000145813 3.01715e-05 4.84991e-12 threshold=0.016784667968750003 -0.0031661987304687496 -0.029602050781249997 0.0067291259765625009 0.11254882812500001 0.0047454833984375009 0.019470214843750003 -0.0003042221069335937 decision_type=2 2 2 2 2 2 2 2 left_child=1 7 -3 4 5 -2 -4 -1 right_child=3 2 6 -5 -6 -7 -8 -9 leaf_value=0 0.036365543969707946 0 -0.042851718475857892 0 0 0 0 4.0422575273386421e-06 leaf_weight=0.0010178718422295674 0.0057850892633659612 0.0019653036920646016 0.0044273435517885318 0.003635832906176085 0.0011022539824701028 0.0010873803248401259 0.0010282416493803126 0.0029681306253976913 leaf_count=1971 3850 1521 11915 3473 861 426 1067 877 internal_value=0 -0.0103837 -0.0244985 0.0126166 0.0238105 0.0300174 -0.0378798 0 internal_weight=0.0230174 0.0114069 0.00742089 0.0116106 0.00797472 0.00687247 0.00545559 0.003986 internal_count=25961 17351 14503 8610 5137 4276 12982 2848 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=17 num_cat=0 split_feature=141 380 311 245 145 350 360 169 350 20 48 185 246 50 381 363 split_gain=0.000658816 0.000684285 0.000559055 0.000426932 0.000326121 0.000185183 0.000172787 0.000285661 0.000182177 0.000232696 0.000147413 3.19085e-05 2.21776e-05 1.38528e-05 1.19895e-05 3.38071e-05 threshold=-0.037231445312499993 -0.0017509460449218748 0.21337890625000003 -0.010589599609374998 -0.0042877197265624991 0.011260986328125002 0.0060272216796875009 -0.0099792480468749983 -0.031127929687499997 1.0000000180025095e-35 -0.018493652343749997 -0.032836914062499993 0.056274414062500007 0.033325195312500007 0.0094909667968750017 0.029479980468750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 14 12 5 10 7 -1 -8 13 -3 -12 -4 -10 -2 -16 right_child=2 4 3 -5 -6 -7 8 -9 9 -11 11 -13 -14 -15 15 -17 leaf_value=0 0 0 0.046025854417722716 0 0 0 0 -0.024937401325120786 0.035857291290948522 0 0 -0.048487244622624617 0 0 -0.012410747248669337 0 leaf_weight=0.0026932875556973093 0.0027276847004991103 0.0011744323792388664 0.006635151985246778 0.0016661823033494736 0.0026674475140424656 0.0010686667577086703 0.001544091114944024 0.004887937329904446 0.0045359068388783896 0.0011601581446782916 0.0010866042652857314 0.006960004285547325 0.0010102648691443505 0.0010176338668159701 0.0029732722724666871 0.0010307647500091832 leaf_count=1382 991 989 3004 784 1715 292 436 2187 2053 161 306 8109 406 274 2328 544 internal_value=0 -0.00952764 0.0157389 0.0320496 -0.0270158 -0.0351567 0 -0.00491423 0.0136774 0.022393 -0.0397501 -0.0446529 0.0425376 0.0320188 0 -0.00547205 internal_weight=0.0448395 0.0287962 0.0160433 0.0093116 0.0129572 0.0102897 0.015839 0.00758122 0.00825779 0.0067137 0.00922104 0.00804661 0.00764542 0.00555354 0.00673172 0.00400404 internal_count=25961 17904 8057 4194 11411 9696 6493 3569 2924 2488 9404 8415 3410 2327 3863 2872 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=13 num_cat=0 split_feature=362 143 79 313 308 189 46 371 127 200 21 150 split_gain=0.000426039 0.000527435 0.000480663 0.000269788 0.000217858 0.000194871 0.0001652 0.000142637 0.000223742 0.000128441 5.13696e-05 2.77052e-07 threshold=-0.046264648437499993 -0.024108886718749997 -0.020202636718749997 0.060668945312500007 -0.023864746093749997 0.0002660751342773438 -0.023376464843749997 0.0010566711425781252 -0.0087585449218749983 -0.025329589843749997 0.024108886718750003 -0.051147460937499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -4 7 -1 8 -3 -10 -7 -9 right_child=2 5 4 -5 -6 10 -8 11 9 -11 -12 -13 leaf_value=0 0 0 0 0 -0.043056345772284878 -0.024395630336399347 0.03990067608918086 0 0 0.032029590815779108 0 -0.00097438349625496431 leaf_weight=0.0010429519099233175 0.0015449906011362202 0.0012655193372204101 0.0011693731109581051 0.0015682680275617145 0.0057523868914302057 0.0041374540022509612 0.0064103577846275073 0.0011648637637797776 0.0011867548417541221 0.0048232753499917198 0.0014136182809441067 0.0029180894173066463 leaf_count=385 557 562 724 588 9307 3714 3027 389 565 2515 913 2715 internal_value=0 0.0047355 -0.0208449 0.0254773 -0.0350131 0 0.0338768 0 0.0140018 0.0246903 -0.0187363 0 internal_weight=0.0343979 0.0259312 0.00846675 0.00902158 0.00692176 0.0169096 0.00745331 0.0113585 0.00727555 0.00601003 0.00555107 0.00408295 internal_count=25961 15373 10588 4000 10031 11373 3412 6746 3642 3080 4627 3104 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=12 num_cat=0 split_feature=213 202 111 327 74 195 119 148 119 206 75 split_gain=0.000334065 0.000394031 0.00038545 0.000284152 0.000362477 0.000277535 0.000223667 0.00012489 9.83908e-05 9.04218e-05 4.00785e-06 threshold=0.017272949218750003 -0.031616210937499993 0.027648925781250003 0.033081054687500007 0.0097961425781250017 0.036499023437500007 0.036010742187500007 -0.0083923339843749983 -0.0064239501953124991 0.054077148437500007 -0.031860351562499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 5 -2 7 -3 -7 -10 -9 right_child=3 2 -4 -5 -6 8 -8 10 9 -11 -12 leaf_value=0 0 0 0 0 0 0 0 0 0.042887202906643343 0 -0.046737151942412958 leaf_weight=0.0036726781497540282 0.0015188204940095327 0.0012464770607696378 0.0014665608611075251 0.0041625182016762343 0.001892732351143068 0.0011608119059847164 0.001197904268098072 0.0010125864027301671 0.0069455854845887899 0.0012308782728140955 0.0059585848034266978 leaf_count=3029 509 619 1123 2585 1248 489 483 745 2833 483 11815 internal_value=0 -0.0107924 -0.0227569 0.00986375 0.0187602 0.0273349 -0.0317477 -0.0377759 0.0341463 0.038103 -0.0431431 internal_weight=0.0314661 0.0145548 0.0108821 0.0169113 0.0127488 0.0108561 0.00941555 0.00821765 0.00933728 0.00817646 0.00697117 internal_count=25961 17814 14785 8147 5562 4314 13662 13179 3805 3316 12560 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=10 num_cat=0 split_feature=97 275 84 21 67 108 128 268 339 split_gain=0.000299308 0.000327167 0.000326067 0.000249547 0.000103958 8.1711e-05 5.25926e-05 4.16259e-05 1.92329e-05 threshold=-0.031372070312499993 -0.0053558349609374991 -0.018127441406249997 -0.023376464843749997 -0.044555664062499993 0.0039825439453125009 0.021545410156250003 0.0059356689453125009 -0.035766601562499993 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 -5 -3 -4 -8 -6 right_child=2 5 6 4 8 -7 7 -9 -10 leaf_value=0 0 0.034617951540953616 0 0 0 0 0.014410638819129235 0 -0.037656281843377118 leaf_weight=0.0017652888541332956 0.0018595639730607525 0.0053656102471073552 0.0025284028839847039 0.0014720995846406746 0.0010037186367606319 0.0010363174437415523 0.0045369936892925011 0.0010442952444025266 0.005387669245366487 leaf_count=1370 1113 2012 4336 1518 1324 682 1296 666 11644 internal_value=0 0.0169317 -0.00604514 -0.0200594 -0.0285461 0.0296104 0 0.00970721 -0.0341353 internal_weight=0.026 0.00816722 0.0178327 0.00972305 0.00786349 0.00640193 0.00810969 0.00558129 0.00639139 internal_count=25961 4064 21897 15599 14486 2694 6298 1962 12968 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=8 num_cat=0 split_feature=197 245 220 359 355 381 88 split_gain=0.000312731 0.000350135 0.000299132 0.00029254 0.000160999 5.16357e-05 3.21409e-07 threshold=-0.018005371093749997 -0.024353027343749997 -0.0090026855468749983 -0.014007568359374998 0.0058746337890625009 -0.0064239501953124991 -0.037475585937499993 decision_type=2 2 2 2 2 2 2 left_child=2 6 -1 -3 -5 -4 -2 right_child=1 3 5 4 -6 -7 -8 leaf_value=0 0 0 0 0.039486878023594595 0 -0.034610479103292915 -0.00092737448763135491 leaf_weight=0.0028208467474915011 0.002018334705576664 0.0012933917967812292 0.001017884125896984 0.0060802395341941207 0.0010088052767098787 0.0043336997397780408 0.0037371898849034579 leaf_count=2983 1149 1817 1218 2876 893 8805 6220 internal_value=0 0.0101051 -0.0143531 0.0242884 0.03332 -0.029556 0 internal_weight=0.0223104 0.014138 0.00817243 0.00838244 0.00708904 0.00535158 0.00575552 internal_count=25961 12955 13006 5586 3769 10023 7369 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=12 num_cat=0 split_feature=327 50 380 141 350 20 132 48 292 245 208 split_gain=0.000654895 0.000711835 0.000750504 0.000535356 0.000529453 0.000366071 0.000266065 0.000242494 0.000208577 7.14903e-05 4.95042e-06 threshold=0.017761230468750003 0.028625488281250003 0.010101318359375002 -0.031860351562499993 -0.036010742187499993 -0.0041351318359374991 0.039672851562500007 0.0049896240234375009 0.022155761718750003 -0.043823242187499993 -0.017761230468749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 -2 -6 8 -3 -1 -9 -4 right_child=1 7 10 -5 5 -7 -8 9 -10 -11 -12 leaf_value=-0.043823588183908448 0 0 -0.0038086640864151127 0 0.052489934127918997 0 0 0 0 -0.029724797293433393 0 leaf_weight=0.007551897762307469 0.002381136209873346 0.0033007620764333723 0.0034126713787880902 0.0050203145831844162 0.0092333349375586238 0.0026002758680760988 0.0013007444768611274 0.00112444189230132 0.0013001726187606977 0.0038754550986617176 0.002370720704174544 leaf_count=7563 1057 1325 2841 2640 4624 691 961 309 491 2139 1320 internal_value=0 0.00870709 0.0211899 -0.0170358 0.0340539 0.0429002 -0.0310003 -0.00585322 -0.037454 -0.0232782 0 internal_weight=0.0434719 0.0282988 0.0199981 0.0151731 0.0142147 0.0118336 0.0101528 0.00830066 0.00885207 0.0049999 0.00578339 internal_count=25961 14306 10533 11655 6372 5315 9015 3773 8054 2448 4161 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=12 num_cat=0 split_feature=282 266 290 281 148 79 122 362 74 121 206 split_gain=0.000408651 0.000570822 0.0003561 0.000341445 0.000281138 0.000233034 0.000210772 0.00013617 7.14372e-05 6.86496e-05 8.06197e-06 threshold=0.0004205703735351563 0.017517089843750003 -0.0025863647460937496 0.012786865234375002 0.0097351074218750017 -0.020568847656249997 0.013397216796875002 -0.042846679687499993 -0.0013160705566406248 -0.0051116943359374991 0.054809570312500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -2 -1 7 -6 10 -10 -3 right_child=4 8 -4 -5 6 -7 -8 -9 9 -11 -12 leaf_value=0 0 -0.0050609508135528794 0 0 0.037114791541547475 -0.045798330268192411 0 0 0.020433819429778888 0 0 leaf_weight=0.001052118558693139 0.0029607248845753284 0.0031475626444059657 0.001796959740049787 0.0012209605608326521 0.0059794045660233061 0.0081738653614209511 0.0018432354025534892 0.0011129553800390815 0.0033550244423885545 0.0010077159640751177 0.0014957484960262946 leaf_count=373 1528 4178 1387 1634 3131 7648 1152 779 2583 462 1053 internal_value=0 -0.0100132 -0.0253026 -0.0330335 0.0128223 -0.0400713 0.0230979 0.0311344 0 0.0127962 0 internal_weight=0.0331463 0.02125 0.0122439 0.0104469 0.0118963 0.00922598 0.0089356 0.00709236 0.00900605 0.00436274 0.00464331 internal_count=25908 19318 11042 9655 6590 8021 5062 3910 8276 3045 5231 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=11 num_cat=0 split_feature=356 17 364 349 197 93 159 206 366 306 split_gain=0.000308754 0.000389321 0.000350025 0.000307581 0.000304234 0.000239376 0.000139727 8.25099e-05 6.19872e-05 5.47535e-05 threshold=0.011627197265625002 0.0037307739257812504 0.021911621093750003 -0.016418457031249997 0.012725830078125002 -0.0059051513671874991 0.13623046875000003 0.051147460937500007 -0.011505126953124998 0.052856445312500007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 -3 6 -5 -2 -7 9 -1 right_child=4 2 -4 5 -6 7 -8 -9 -10 -11 leaf_value=0 -0.034069432864128446 0 0 0 0 0.045794493800288341 0 0 0 -0.017745560460074191 leaf_weight=0.0012081474219804988 0.0054954877165798166 0.0017150045038398795 0.0019934257234952577 0.0011221665942757779 0.0018173018259179941 0.0070746298922621503 0.0010483624097137323 0.0016853739819282509 0.0035143436945705986 0.0037071563942223662 leaf_count=424 9396 1361 1768 1015 1404 3336 369 844 1453 4538 internal_value=0 0.00722153 0.0192603 0.0271393 -0.0152291 0.0342872 -0.0275907 0.0399934 0 -0.0112299 internal_weight=0.0303814 0.0220202 0.0135906 0.0115972 0.00836115 0.00988217 0.00654385 0.00876 0.00842965 0.0049153 internal_count=25908 14739 8324 6556 11169 5195 9765 4180 6415 4962 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=9 num_cat=0 split_feature=245 325 291 372 249 108 50 109 split_gain=0.000268144 0.000292353 0.000243824 0.000464321 0.000225675 0.00012989 0.000112617 4.49821e-05 threshold=-0.013275146484374998 0.0019226074218750002 0.0031051635742187504 0.026306152343750003 -0.011688232421874998 0.0048065185546875009 0.056030273437500007 0.0093078613281250017 decision_type=2 2 2 2 2 2 2 2 left_child=2 -2 3 6 5 7 -1 -3 right_child=1 4 -4 -5 -6 -7 -8 -9 leaf_value=-0.038965063957167742 0 0.04000148079104026 0 0 0 0 0 0 leaf_weight=0.0059969683983416289 0.0033897529371378363 0.0054451914755446751 0.0024167250545010796 0.0037869275733513064 0.0010011718183911 0.001079600308655948 0.0010068220157659624 0.0010499634475893416 leaf_count=12072 4779 1981 1490 3745 516 535 237 553 internal_value=0 0.0122103 -0.00824326 -0.017582 0.0234291 0.0303216 -0.0337524 0.0356679 internal_weight=0.0251731 0.0119657 0.0132074 0.0107907 0.00857593 0.00757476 0.00700379 0.00649515 internal_count=25908 8364 17544 16054 3585 3069 12309 2534 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=9 num_cat=0 split_feature=286 327 74 304 57 78 96 275 split_gain=0.000330186 0.000537767 0.000357281 0.000342096 0.000189186 0.000134134 4.69155e-05 7.67761e-07 threshold=-0.0062103271484374991 -0.017150878906249997 -0.0066070556640624991 -0.0096130371093749983 0.052124023437500007 0.022521972656250003 0.015686035156250003 0.010833740234375002 decision_type=2 2 2 2 2 2 2 2 left_child=2 7 3 -1 6 -5 -3 -2 right_child=1 4 -4 5 -6 -7 -8 -9 leaf_value=0 0 -0.041121972173245855 0 0.041954282110993786 0 0 0 0.0015742188205888703 leaf_weight=0.0012611373442679161 0.0010522103118333348 0.0053662759263142235 0.0018878465105069972 0.005852372544538297 0.0010101597901481796 0.0010147200676318135 0.0010053259595430575 0.0030980859604330391 leaf_count=518 663 15178 1485 3490 777 377 1388 2032 internal_value=0 -0.0107626 0.0140103 0.0261043 -0.0301573 0.0361212 -0.0367501 0 internal_weight=0.0215481 0.0115321 0.0100161 0.00812823 0.00738176 0.00686709 0.0063716 0.0041503 internal_count=25908 20038 5870 4385 17343 3867 16566 2695 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=15 num_cat=0 split_feature=217 46 18 38 356 346 10 247 237 300 380 263 237 327 split_gain=0.000664735 0.000652695 0.000461222 0.000416961 0.000405882 0.000210784 0.000187883 0.000187351 0.00029908 0.000159251 6.90772e-05 6.21504e-05 3.42485e-05 4.58096e-06 threshold=0.018859863281250003 -0.0019760131835937496 0.030944824218750003 -0.0080261230468749983 0.035522460937500007 0.026428222656250003 0.051635742187500007 0.0087585449218750017 -0.030578613281249997 -0.020446777343749997 0.014373779296875002 -0.075927734374999986 -0.0034255981445312496 0.058227539062500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 6 5 9 11 8 -1 -3 -10 -2 -9 -11 right_child=3 2 -4 -5 -6 -7 -8 12 10 13 -12 -13 -14 -15 leaf_value=0 0 0 0 0 0 0 0 -0.010263912991015308 0.033733491694447205 -0.048132897373499829 0 0.041538021246512603 0 0 leaf_weight=0.0012763275244598304 0.0010238005042602092 0.0011390230506300733 0.0019557118155564259 0.0045194942172468453 0.0016033511808082332 0.0014416460622532776 0.0013180655890288051 0.0032509720643467688 0.0048816425117834683 0.0092079244792406811 0.0010530461263655866 0.0063339718472015241 0.0018984676944757695 0.00101875099286275 leaf_count=388 478 1753 814 2248 901 1372 449 2005 1258 9177 309 3879 425 452 internal_value=0 -0.00911856 -0.0233398 0.0179652 -0.0306387 -0.0370562 0.0311685 0 0.0161187 -0.0416268 0.0286293 0.037428 0 -0.0456235 internal_weight=0.0419222 0.0287269 0.0163664 0.0131953 0.0144107 0.0128073 0.00867584 0.0123605 0.00721102 0.0113657 0.00593469 0.00735777 0.00514944 0.0102267 internal_count=25908 18854 14469 7054 13655 12754 4806 4385 1955 11382 1567 4357 2430 9629 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=13 num_cat=0 split_feature=158 205 254 296 376 308 267 240 160 375 24 73 split_gain=0.000388175 0.000453089 0.000375095 0.000310451 0.000302221 0.000251826 0.000205314 7.52447e-05 7.48163e-05 6.89524e-05 1.8784e-05 1.43811e-06 threshold=-0.0051116943359374991 0.0077362060546875009 0.020690917968750003 0.012115478515625002 0.026550292968750003 -0.026794433593749997 -0.0074310302734374991 -0.043090820312499993 -0.014495849609374998 0.086181640625000014 -0.0080261230468749983 0.00060081481933593761 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 6 -1 9 -7 -9 -2 11 -3 right_child=2 10 -4 -5 -6 7 -8 8 -10 -11 -12 -13 leaf_value=0 0.041711861833605417 0 0 0 0 0 0 0 -0.046105018776825227 0 0 0.0086543123597827148 leaf_weight=0.0010546345068398475 0.006344975344536154 0.0010029998391516415 0.0038904460623978574 0.0011721858993372089 0.0025524259668827662 0.0010711113138057735 0.0011229149863734005 0.001003251296936015 0.0065919307113571062 0.0010238059444009906 0.0026272263663518194 0.0026999692671481057 leaf_count=264 3405 726 1657 742 1196 673 413 1028 11451 633 2209 1511 internal_value=0 -0.0117009 0.0101007 -0.0251478 0.021854 -0.032063 0.0312579 -0.0379963 -0.0417898 0.0374776 0 0.00712226 internal_weight=0.0321579 0.0172233 0.0149346 0.0108931 0.0110441 0.00972093 0.0084917 0.00866629 0.00759518 0.00736878 0.0063302 0.00370297 internal_count=25908 18604 7304 14158 5647 13416 4451 13152 12479 4038 4446 2237 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=10 num_cat=0 split_feature=169 120 245 185 15 119 288 258 185 split_gain=0.00023256 0.000300284 0.000378458 0.000271282 0.000251666 0.000193494 0.000114932 0.000108232 3.81938e-05 threshold=0.00079154968261718761 -0.0066070556640624991 -0.0053558349609374991 0.0025558471679687504 0.025085449218750003 0.00017786026000976565 0.039428710937500007 0.039672851562500007 -0.030578613281249997 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 7 -2 8 -1 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.039002731390417628 0 0 0 0 0 0 0 0 0.041650340815571216 leaf_weight=0.0049113204655650833 0.0013457916922092758 0.0042174977382174452 0.0029006469766637019 0.0052619732100636085 0.0010835340435519925 0.0010269669580473826 0.0010295538884648181 0.0011208633443597904 0.0065829591960691039 leaf_count=7638 2294 3631 1894 4261 771 559 384 954 3522 internal_value=0 0.00825744 0.0179871 -0.00967823 -0.0233276 0.0282229 0.0338316 -0.0325442 0.0380849 internal_weight=0.0294811 0.0171034 0.0128859 0.0123777 0.00711572 0.00998527 0.00863948 0.00603218 0.00760993 internal_count=25908 12284 8653 13624 9363 6759 4465 8592 4081 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=8 num_cat=0 split_feature=134 88 287 162 240 245 97 split_gain=0.000233594 0.000355488 0.000338753 0.000331904 0.000325165 0.000144914 3.87054e-06 threshold=0.035034179687500007 -0.038940429687499993 -0.022033691406249997 0.017028808593750003 -0.041381835937499993 -0.021423339843749997 -0.018005371093749997 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -4 -2 -1 right_child=3 2 4 -5 -6 -7 -8 leaf_value=0.0035381976141148834 0 0 0 0 -0.040477019278073366 0.036103765653199664 0 leaf_weight=0.0030917523052016449 0.0029142145973253273 0.0013804174259304256 0.0010894917794646028 0.003130591189728805 0.0066442775492818722 0.0049192887454836401 0.0012984913929603445 leaf_count=1059 2152 884 784 2646 14765 1637 1981 internal_value=0 -0.00715782 -0.0215859 0.0122453 -0.0314187 0.0251708 0 internal_weight=0.0244685 0.0135044 0.00911419 0.0109641 0.00773377 0.0078335 0.00439024 internal_count=25908 19473 16433 6435 15549 3789 3040 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=10 num_cat=0 split_feature=104 287 304 309 60 197 335 36 232 split_gain=0.0003073 0.000486518 0.000311519 0.000168551 9.83083e-05 6.6355e-05 3.5422e-05 1.50737e-05 1.09188e-05 threshold=0.032836914062500007 -0.0028381347656249996 -0.012359619140624998 -0.030944824218749997 -0.017395019531249997 -0.036499023437499993 -0.0031661987304687496 0.0071563720703125009 0.031616210937500007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 6 -2 -4 8 -5 -1 -7 -3 right_child=2 4 3 5 -6 7 -8 -9 -10 leaf_value=0.010820556852281664 0 -0.040356161128301878 0 0 0 0 0 0.04140566689940367 0 leaf_weight=0.003025315007305629 0.0019079499120664423 0.0043913942259683481 0.00100197287941306 0.001031531211877379 0.0016274692123614543 0.0011414317191089651 0.0013735809725563541 0.0043708159827335891 0.0010328733803888213 leaf_count=1285 910 12196 1487 709 2547 386 2167 2866 1355 internal_value=0 -0.0102136 0.0140963 0.0257252 -0.0293141 0.0319483 0 0.0364976 -0.036033 internal_weight=0.0209043 0.0114506 0.0094537 0.00754575 0.00705174 0.00654378 0.0043989 0.00551225 0.00542427 internal_count=25908 19550 6358 5448 16098 3961 3452 3252 13551 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=14 num_cat=0 split_feature=217 290 163 244 203 58 158 60 300 204 328 355 200 split_gain=0.000572158 0.000598053 0.000482446 0.00036713 0.000297453 0.000284961 8.81143e-05 6.63337e-05 0.000144058 4.9643e-05 0.000163238 5.05336e-05 3.66166e-05 threshold=0.010406494140625002 -0.057983398437499993 0.0073699951171875009 0.018005371093750003 0.027648925781250003 -0.0024795532226562496 0.026672363281250003 -0.035034179687499993 0.018371582031250003 -0.011627197265624998 -0.036743164062499993 -0.0085144042968749983 -0.012176513671874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 7 -4 5 -3 -7 8 -2 -1 -11 -12 -9 right_child=2 4 3 -5 -6 6 -8 12 -10 10 11 -13 -14 leaf_value=0 -0.023115594211802551 0 0.0400992896930474 0 0 -0.044526449071920229 0 0.012186240007952813 0 0 0 0.026691699663276908 0 leaf_weight=0.0025637380113501251 0.0038366372332365728 0.0017598439414623366 0.0070008025095500415 0.0026468132968648916 0.0019988772191972268 0.0078917016239188342 0.0010147448527764178 0.0028284828660893879 0.0014287727987927212 0.0017159680045537584 0.0010205690258935363 0.0036973047300037365 0.0011793978942389316 leaf_count=873 2922 1175 4133 1305 367 9364 629 1388 508 659 443 1309 833 internal_value=0 -0.01169 0.0120804 0.0280406 -0.0265696 -0.0334232 -0.0407159 0 -0.0107586 0 0.00878402 0.021242 0.00366649 internal_weight=0.0405837 0.0216627 0.0189209 0.00964762 0.0126652 0.0106663 0.00890645 0.00927329 0.00526541 0.00899758 0.00643384 0.00471787 0.00400788 internal_count=25908 14819 11089 5438 11535 11168 9993 5651 3430 3284 2411 1752 2221 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=11 num_cat=0 split_feature=307 45 58 140 206 206 363 74 65 58 split_gain=0.000360466 0.000370967 0.000349679 0.0002731 0.000223714 0.000114988 8.18823e-05 5.06301e-05 1.9734e-05 1.57436e-07 threshold=0.0083923339843750017 -0.0097961425781249983 0.049926757812500007 0.052124023437500007 0.062744140625000014 0.037963867187500007 0.037231445312500007 0.019958496093750003 -0.019836425781249997 0.014556884765625002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 5 4 -3 7 8 -5 -1 -2 -7 right_child=1 3 -4 6 -6 9 -8 -9 -10 -11 leaf_value=-0.041521229602535799 0 0 0 0.03695084698570341 0 0 0 0 -0.022708217173078308 0.00067955852276570434 leaf_weight=0.005241319247203613 0.0013106135976688194 0.0047010948904020466 0.0021288004070623154 0.0059092093891326414 0.0025538368616206952 0.0012636714441995878 0.0010135429827187181 0.0011010951906733624 0.0026125794749658482 0.0034091675309397829 leaf_count=6662 579 3477 903 3924 1586 1624 547 732 3808 2066 internal_value=0 0.00632442 -0.0159247 0.019716 -0.0265959 0 0.0323603 -0.0366726 -0.0171201 0 internal_weight=0.0312449 0.0202199 0.0110251 0.0116238 0.00889625 0.00859603 0.00692275 0.00634241 0.00392319 0.00467284 internal_count=25908 16025 9883 7948 8980 8077 4471 7394 4387 3690 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=11 num_cat=0 split_feature=33 326 271 93 349 62 159 102 120 57 split_gain=0.000296664 0.000446949 0.00032691 0.000343294 0.000320034 0.000261595 0.000134056 6.1933e-05 3.83821e-05 2.58294e-05 threshold=0.016296386718750003 -0.036499023437499993 0.022644042968750003 -0.0042266845703124991 -0.016418457031249997 -0.0041046142578124991 0.064697265625000014 -0.010833740234374998 -0.046508789062499993 -0.017517089843749997 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 -5 -6 -3 -8 -4 -7 right_child=1 6 8 4 5 9 7 -9 -10 -11 leaf_value=0 0 0 0 0 0 0 0 -0.042610043452923498 -0.0098157041256251697 0.043238034240448912 leaf_weight=0.0023814503259140815 0.0020280442720608249 0.001005017589354118 0.0017595024440817397 0.0017511050494691824 0.001563459649766231 0.0011431309281491071 0.0010618941021851569 0.0046087147696480812 0.0039836725320636637 0.0073841774454077563 leaf_count=2987 3194 970 723 1190 597 487 1331 9580 2605 2244 internal_value=0 -0.0149231 0.00717655 0.0173822 0.0255499 0.0329126 -0.0309819 -0.0369649 0 0.0398575 internal_weight=0.0286702 0.00870367 0.0199665 0.0142233 0.0118419 0.0100908 0.00667563 0.00567061 0.00574317 0.00852731 internal_count=25908 15075 10833 7505 4518 3328 11881 10911 3328 2731 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=9 num_cat=0 split_feature=149 128 220 359 71 201 252 230 split_gain=0.000219402 0.000247533 0.000301941 0.000242002 0.000223922 0.000226986 6.92184e-05 3.97702e-05 threshold=0.0072479248046875009 0.013702392578125002 0.046508789062500007 0.0066375732421875009 0.048950195312500007 -0.036254882812499993 -0.0093688964843749983 -0.014434814453124998 decision_type=2 2 2 2 2 2 2 2 left_child=4 -2 3 6 5 -1 -3 -7 right_child=1 2 -4 -5 -6 7 -8 -9 leaf_value=0 0 0 0 0 0 0 0.038876424018830409 -0.037530126777734589 leaf_weight=0.0021563926289562829 0.002529604985731738 0.0012286619394874538 0.00244325649454158 0.0013510903523954454 0.0024176694687616518 0.0010198914506176493 0.0065671545540046932 0.0041052249408344288 leaf_count=4267 2321 535 1186 730 2268 1272 2303 11026 internal_value=0 0.00966338 0.0180923 0.0272923 -0.0095008 -0.0206823 0.0344149 -0.0324133 internal_weight=0.0238189 0.0141198 0.0115902 0.00914691 0.00969918 0.00728151 0.00779582 0.00512512 internal_count=25908 7075 4754 3568 18833 16565 2838 12298 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=8 num_cat=0 split_feature=304 117 180 113 287 197 183 split_gain=0.000252073 0.000367114 0.00022618 0.000190642 0.000209946 2.19274e-05 7.80163e-06 threshold=-0.0014762878417968748 0.0046234130859375009 0.021545410156250003 -0.014129638671874998 -0.030090332031249997 -0.031616210937499993 0.0080261230468750017 decision_type=2 2 2 2 2 2 2 left_child=3 2 5 -1 -5 -2 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0 0 -0.0055406414073381587 0 0 -0.031255791209972079 0.039517553738681627 0 leaf_weight=0.0014682914282468928 0.0010558087422136708 0.0025413344665334847 0.0010007875407525013 0.0010733543723517869 0.0054961015523153911 0.0046806576482500972 0.0029897402714116339 leaf_count=1099 1609 5153 2054 267 9678 3679 2369 internal_value=0 0.00971251 0.0267708 -0.0130241 -0.0223099 0.0351567 0 internal_weight=0.0203061 0.0122683 0.00673725 0.00803775 0.00656946 0.00573647 0.00553107 internal_count=25908 14864 7342 11044 9945 5288 7522 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=16 num_cat=0 split_feature=356 254 340 186 37 376 69 143 102 163 147 74 280 10 345 split_gain=0.000517789 0.000566153 0.000480374 0.000406965 0.000291629 0.000240267 0.000224438 0.000101881 7.30633e-05 0.000186303 5.36878e-05 1.57195e-05 1.52374e-05 1.26164e-05 1.22469e-05 threshold=0.014434814453125002 0.016662597656250003 -0.0066070556640624991 -0.053588867187499993 0.045776367187500007 0.048706054687500007 -0.025817871093749997 -0.024475097656249997 0.0070343017578125009 -0.00073814392089843739 0.0039215087890625009 0.0033187866210937504 -0.0084533691406249983 0.052612304687500007 0.020812988281250003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 6 -5 -2 -8 10 -10 -3 -11 -4 -9 -14 right_child=2 8 12 5 -6 -7 7 13 9 11 -12 -13 14 -15 -16 leaf_value=0 0 -0.01300869814867029 0 -0.044552770311055694 0 0 0 0.050081323218558405 0 0.025407625203062997 0 0 -0.011345621828854239 0 0 leaf_weight=0.0015353010904899387 0.0010170140773766434 0.003685239986882749 0.0031217269224956823 0.0073568344292906929 0.0018278944554666063 0.0010008250726230017 0.0010338392399695806 0.0055092989564791139 0.0021466258031903607 0.004126863502419198 0.0018373323450511236 0.0010382000067856723 0.002135133350824602 0.0010075003459046883 0.0010039959887784278 leaf_count=630 239 1752 1935 8985 1716 415 308 2914 953 1204 1588 333 1363 267 1306 internal_value=0 -0.0104232 0.0127524 -0.0286681 0.0268824 -0.038207 0.0348887 0.0409685 0 0.00938403 -0.00396368 0.0220308 0 0.0458369 -0.00696707 internal_weight=0.0393836 0.0227272 0.0166564 0.00989296 0.0103955 0.00835766 0.00856765 0.00755064 0.0128343 0.00731169 0.00552257 0.00516506 0.00626086 0.0065168 0.00313913 internal_count=25908 15860 10048 10030 5444 9400 3728 3489 5830 2490 3340 1537 4604 3181 2669 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=12 num_cat=0 split_feature=359 120 203 338 12 56 352 292 250 314 115 split_gain=0.000319865 0.000494742 0.00044577 0.000322608 0.000175413 0.000153001 0.000129068 8.10848e-05 7.64724e-05 3.77308e-05 3.07117e-08 threshold=-0.024841308593749997 -0.0002450942993164062 -0.0072479248046874991 0.0031509399414062504 -0.039672851562499993 -0.0023269653320312496 -0.059936523437499993 -0.040161132812499993 0.031860351562500007 0.0043487548828125009 -0.018005371093749997 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 -2 -1 -6 -7 -8 -3 -4 right_child=1 9 10 -5 6 7 8 -9 -10 -11 -12 leaf_value=0 0 0 -0.00029871106759065769 0 0 0 -0.043189199448854416 0.038107978568244848 0 0.010607074909492538 0 leaf_weight=0.0010009778821533644 0.0011101595579674503 0.0018226729630832486 0.0034419020508948961 0.0020982525490627077 0.0011008363741211733 0.0010964916590516793 0.0074442603451085887 0.0055737803358582028 0.0012353704578202951 0.0033535277113951878 0.0010342624352617236 leaf_count=396 810 1135 3559 1331 619 692 10404 3407 793 2272 509 internal_value=0 -0.0102349 0.0103283 -0.022965 -0.0304176 0.0273863 -0.0347793 0.0330444 -0.0388808 0 0 internal_weight=0.0303125 0.0181651 0.0121474 0.0129889 0.0108906 0.00767125 0.00978047 0.00667027 0.00867963 0.0051762 0.00447616 internal_count=25927 17364 8563 13957 12626 4495 11816 4099 11197 3407 4068 is_linear=0 shrinkage=0.1 Tree=616 num_leaves=11 num_cat=0 split_feature=347 82 198 202 363 168 139 258 0 196 split_gain=0.000208921 0.000269755 0.000235502 0.00021516 0.000149307 0.000139827 0.000125198 2.43642e-05 2.17334e-05 1.38698e-05 threshold=-0.0031814575195312496 0.027282714843750003 -0.022399902343749997 0.010833740234375002 0.039184570312500007 -0.13037109374999997 0.020568847656250003 0.036499023437500007 -0.054321289062499993 0.0051116943359375009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -2 -4 -7 -3 -10 right_child=4 8 3 -5 -6 7 -8 -9 9 -11 leaf_value=0 0 0 0.034800927497134267 0 0 -0.031393931472856164 0 0 -0.010752512720222318 0 leaf_weight=0.0023138343492385962 0.0016500796896625758 0.0015196736640969988 0.0074200868938874044 0.0017812005871205008 0.0018878376481081816 0.0047624758140161205 0.0015461755185075532 0.0010376801639422339 0.0030794057320369097 0.0010117399784643766 leaf_count=1530 1138 1363 4310 1354 1160 6526 1450 940 4918 1238 internal_value=0 0.00532959 0.0157206 0.0227918 -0.0129203 -0.0202395 0.0293705 -0.0276992 0 -0.00728854 internal_weight=0.0280102 0.0186721 0.0130613 0.0107475 0.00933807 0.00745024 0.00896626 0.00580016 0.00561082 0.00409115 internal_count=25927 16163 8644 7114 9764 8604 5760 7466 7519 6156 is_linear=0 shrinkage=0.1 Tree=617 num_leaves=8 num_cat=0 split_feature=328 359 158 158 284 261 381 split_gain=0.000238957 0.000294388 0.000217915 0.000211347 0.000136796 3.18727e-05 5.22713e-05 threshold=-0.036743164062499993 -0.018005371093749997 -0.049438476562499993 -0.010772705078124998 -0.014678955078124998 0.015045166015625002 0.014923095703125002 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -7 right_child=1 2 -4 -5 -6 6 -8 leaf_value=0 0 0 -0.034035218801460682 0 0.03220193559627535 0 0.014447215094258645 leaf_weight=0.0011697993483306135 0.0026569115568362278 0.0021569600636963671 0.0047904472039603796 0.0023358085186826472 0.0052506668809577661 0.0010098123171324858 0.0040313712644781674 leaf_count=812 5254 2192 10665 922 2150 1106 2826 internal_value=0 -0.00539474 -0.0220247 0.014974 0.0251986 0 0.00795138 internal_weight=0.0234018 0.0146455 0.00694741 0.00875627 0.00642047 0.0076981 0.00504118 internal_count=25927 22043 12857 3884 2962 9186 3932 is_linear=0 shrinkage=0.1 Tree=618 num_leaves=7 num_cat=0 split_feature=104 197 287 271 306 104 split_gain=0.000251913 0.000383839 0.000307966 0.000281726 0.000147112 1.64856e-05 threshold=0.0095520019531250017 -0.025817871093749997 -0.023132324218749997 0.0083923339843750017 0.058227539062500007 0.056762695312500007 decision_type=2 2 2 2 2 2 left_child=2 5 -1 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=0 -0.0072916652695999215 0 -0.034537299785699811 0 0.037008276134662996 0 leaf_weight=0.0010336315469885449 0.0031006169532536978 0.0030203403937285617 0.0040743194131058749 0.001030337245410351 0.0064730435170767819 0.0010502821244031679 leaf_count=551 5014 3317 12322 652 3589 482 internal_value=0 0.00709552 -0.0186692 0.0208552 0.0313924 0 internal_weight=0.0197826 0.0146746 0.00510795 0.0105237 0.00750338 0.0041509 internal_count=25927 13054 12873 7558 4241 5496 is_linear=0 shrinkage=0.1 Tree=619 num_leaves=15 num_cat=0 split_feature=217 290 10 324 18 335 327 250 204 169 293 162 263 380 split_gain=0.000500925 0.000586798 0.000374399 0.000332086 0.000254704 0.000236782 0.000182998 0.000132489 0.000101368 0.000234444 9.70223e-05 3.21626e-05 1.00473e-05 2.27905e-06 threshold=0.014617919921875002 -0.053588867187499993 0.037719726562500007 -0.024719238281249997 0.035522460937500007 -0.0096740722656249983 0.058227539062500007 0.021057128906250003 -0.0029983520507812496 0.0017967224121093752 0.022644042968750003 -0.017028808593749997 -0.062255859374999993 -0.014862060546874998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 -3 6 -2 11 10 13 12 -7 -5 -10 -1 right_child=2 3 -4 4 -6 7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0 0 0 0 0 0 0.040776993769472719 0 0 0 0 0 -0.046140322437439527 0.031378782218940075 -0.0027073842986563689 leaf_weight=0.0014650575573327274 0.0010405058315043911 0.0015892897000213688 0.00495866262242295 0.0011090611830120193 0.0013185280208531944 0.0070249495705887455 0.0010611715077395454 0.0010145433402275481 0.0010320920592974403 0.0018710121953979808 0.0010496600691194402 0.0073383160608431171 0.0035125665726418731 0.0031092145122944004 leaf_count=390 567 466 2794 889 244 4578 551 638 312 1024 489 10278 1406 1301 internal_value=0 -0.00861038 0.0147304 -0.0247459 -0.0317642 0.0263213 -0.0376396 0.0321346 0 0.0125698 0.0364205 -0.0425599 0.0271829 0 internal_weight=0.0384946 0.0234063 0.0150883 0.0124164 0.0108271 0.0101297 0.00950855 0.00908915 0.0109899 0.00641567 0.00807461 0.00844738 0.00454466 0.00457427 internal_count=25927 16861 9066 12428 11962 6272 11718 5705 4433 2742 5067 11167 1718 1691 is_linear=0 shrinkage=0.1 Tree=620 num_leaves=11 num_cat=0 split_feature=307 203 45 285 70 126 95 100 196 279 split_gain=0.000274886 0.000426551 0.000325803 0.000257806 0.000224462 0.000136481 7.44489e-05 1.15931e-05 1.15519e-05 3.98035e-05 threshold=0.022399902343750003 -0.0074310302734374991 -0.013885498046874998 0.043579101562500007 0.028015136718750003 -0.0038681030273437496 0.017395019531250003 0.0065765380859375009 -0.0099792480468749983 -0.015930175781249997 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 8 -2 5 6 7 -3 -4 9 -1 right_child=2 4 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=0 0 -0.043990119236891334 0.039162701729354897 0 0 0 0 0 0 0.011060853475569843 leaf_weight=0.0014124321522412941 0.0047279952035745873 0.0046404149152072796 0.0054380476995241631 0.0011787700316627792 0.0011532762125181506 0.0011318647347682278 0.001001038459695458 0.0010628374238859095 0.0035958135696612104 0.0041976557786096436 leaf_count=617 4868 6729 3904 1027 790 891 1203 688 3573 1637 internal_value=0 -0.0103837 0.00869501 0.0220435 -0.0296929 0.0299787 -0.0382072 0.0355687 0 0.00453775 internal_weight=0.0295401 0.0160006 0.0135395 0.00881152 0.00679473 0.00763275 0.00564145 0.00650089 0.0092059 0.00561009 internal_count=25927 14549 11378 6510 8722 5483 7932 4592 5827 2254 is_linear=0 shrinkage=0.1 Tree=621 num_leaves=11 num_cat=0 split_feature=249 213 197 17 363 102 73 367 339 119 split_gain=0.000205715 0.000391744 0.000322301 0.000321367 0.000218567 0.000216591 0.000205017 0.000106532 5.88797e-05 6.63711e-08 threshold=-0.025329589843749997 0.038696289062500007 0.020690917968750003 -0.0043182373046874991 0.046997070312500007 0.015930175781250003 0.042602539062500007 0.037719726562500007 -0.013336181640624998 0.0076141357421875009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 7 6 8 -1 -5 -3 right_child=3 9 -4 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.042696917224496332 0 0 0 0 0 0 0 0 0.036551351648865547 0.00046334140796295962 leaf_weight=0.0063685546201890375 0.003366763594574885 0.0010326607457571422 0.0015337693217976076 0.0010173058378324402 0.0011401176334375762 0.0010728836886055868 0.001036931379944761 0.0010212564222769061 0.0066295067192241302 0.0030915345049304932 leaf_count=12344 2466 442 1427 1115 905 1212 487 720 4000 809 internal_value=0 -0.00926783 -0.0225911 0.00799339 -0.0313045 0.0203795 0.0267593 -0.0377747 0.0328826 0 internal_weight=0.0273113 0.0141879 0.0100637 0.0131234 0.00852993 0.00975663 0.00868374 0.00738981 0.00764681 0.0041242 internal_count=25927 16647 15396 9280 13969 6814 5602 13064 5115 1251 is_linear=0 shrinkage=0.1 Tree=622 num_leaves=9 num_cat=0 split_feature=328 183 84 291 355 313 295 56 split_gain=0.000202876 0.000332317 0.000282211 0.000269643 0.000217201 9.78792e-05 9.4887e-05 5.17094e-06 threshold=-0.020080566406249997 0.014129638671875002 -0.039916992187499993 -0.00040626525878906245 -0.021179199218749997 0.067626953125000014 -0.031616210937499993 -0.013641357421874998 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -4 -2 -6 -3 right_child=3 7 4 -5 6 -7 -8 -9 leaf_value=0 -0.030232636491673057 0 0 0 0 0 0.041223883514156248 -0.0045962193593444538 leaf_weight=0.001699608253287189 0.00479852617277432 0.0011883485116053194 0.0010378397595669515 0.0021916167148017252 0.0011576884334321153 0.0020881756892920933 0.006228149924386802 0.0024477341928275118 leaf_count=1395 12456 327 438 1730 747 3491 2318 3025 internal_value=0 0.00978737 0.0214119 -0.00884795 0.0297656 -0.0222428 0.0361188 0 internal_weight=0.0228377 0.0137594 0.0101233 0.00907832 0.00842368 0.0068867 0.00738584 0.00363608 internal_count=25927 8250 4898 17677 3503 15947 3065 3352 is_linear=0 shrinkage=0.1 Tree=623 num_leaves=9 num_cat=0 split_feature=357 34 375 104 104 61 61 213 split_gain=0.0002134 0.00030957 0.000228851 0.000158272 0.000155996 8.30863e-05 1.99962e-05 4.00689e-06 threshold=0.041381835937500007 0.039184570312500007 0.075927734375000014 0.0081481933593750017 0.049926757812500007 -0.034301757812499993 -0.0052947998046874991 -0.035766601562499993 decision_type=2 2 2 2 2 2 2 2 left_child=1 7 3 -3 5 -2 -5 -1 right_child=4 2 -4 6 -6 -7 -8 -9 leaf_value=0 0 0 0 0.039791008299611852 0 -0.030708445532842805 0 -0.0035125556498531879 leaf_weight=0.0011741870229311502 0.0010206293562324822 0.0013596307558003673 0.001301152738895972 0.0049749426415370843 0.0010726100327813626 0.0040452632635696872 0.0010214200389100361 0.0032475693123492641 leaf_count=417 814 694 1632 3302 640 14002 344 4082 internal_value=0 0.00736837 0.0209669 0.0287833 -0.0152303 -0.0242695 0.0357809 0 internal_weight=0.0192174 0.0130789 0.00865715 0.00735599 0.0061385 0.00506589 0.00599636 0.00442176 internal_count=25927 10471 5972 4340 15456 14816 3646 4499 is_linear=0 shrinkage=0.1 Tree=624 num_leaves=14 num_cat=0 split_feature=204 341 50 48 163 311 339 92 15 25 272 240 96 split_gain=0.000408571 0.000659788 0.000499542 0.000186103 0.000177408 0.000173004 0.000158924 0.000157743 8.85615e-05 5.16963e-05 4.4749e-05 7.45691e-06 6.90409e-06 threshold=0.0057525634765625009 0.023986816406250003 0.024841308593750003 -0.029602050781249997 0.0068511962890625009 0.25292968750000006 0.0036697387695312504 -0.0024337768554687496 -0.011199951171874998 0.018005371093750003 -0.049438476562499993 -0.013397216796874998 -0.029602050781249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 -3 8 7 -2 -5 11 -6 -4 -10 right_child=2 4 9 5 10 -7 -8 -9 12 -11 -12 -13 -14 leaf_value=0 0 0 -0.014957286568505455 0 0 0 0 0.039238869605557364 0 0 0.023611007759219038 0 -0.042356314323143109 leaf_weight=0.0010068148040387479 0.0010003327100491779 0.00314087042713318 0.0026440506445908341 0.0010466305459289069 0.0010011514840861935 0.0010546175772105934 0.0034191506719976061 0.0067997207232526344 0.0010100439736717729 0.0031169334412890493 0.003985003862680081 0.0010127881766130989 0.0072026064869321589 leaf_count=524 369 2109 1740 706 228 111 1874 4761 487 976 1963 975 9104 internal_value=0 -0.00956246 0.0113242 -0.0272011 0 -0.031505 0.0255131 0.0337638 -0.0359508 0 0.0188627 -0.0118898 -0.0395602 internal_weight=0.0374407 0.0194477 0.017993 0.0113207 0.00812703 0.0103139 0.0112192 0.00780005 0.00925928 0.00677377 0.00498616 0.00365684 0.00821265 internal_count=25927 15232 10695 10932 4300 10408 7004 5130 10297 3691 2191 2715 9591 is_linear=0 shrinkage=0.1 Tree=625 num_leaves=12 num_cat=0 split_feature=143 135 317 325 45 179 74 104 282 153 76 split_gain=0.000275322 0.00035288 0.000296733 0.000220906 0.000205093 0.000193667 8.64261e-05 8.14561e-05 3.56405e-05 8.03548e-05 4.03764e-05 threshold=-0.0050506591796874991 0.014739990234375002 0.017517089843750003 -0.016662597656249997 -0.025939941406249997 -0.0088195800781249983 -0.034790039062499993 -0.020935058593749997 0.0004205703735351563 -0.021179199218749997 -0.073974609374999986 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 -2 -3 -5 -6 -7 9 -1 -11 right_child=3 2 -4 5 6 7 -8 -9 -10 10 -12 leaf_value=0 0 0 0 0 0 0 0.039815062664343204 -0.0390592135471029 0 0 -0.0202659095463214 leaf_weight=0.0011935504077911219 0.0023556033123632858 0.0010402829982210102 0.0014426686508972617 0.0013617797622460515 0.0012309507671623985 0.0010005053744315262 0.0062434087946865429 0.0047373931446896833 0.0032276833308646502 0.001146175757407164 0.0038073584589808362 leaf_count=540 2280 1647 1454 1149 1264 893 4779 6607 1332 626 3356 internal_value=0 0.00501398 0.0200799 -0.0154849 0.0286359 -0.0251095 0.034764 -0.0334312 0 -0.00761442 -0.0153025 internal_weight=0.0287874 0.0193321 0.00995731 0.00945528 0.00851464 0.00709968 0.00747436 0.0057379 0.00937477 0.00614708 0.00495353 internal_count=25927 14998 9144 10929 7690 8649 6043 7500 5854 4522 3982 is_linear=0 shrinkage=0.1 Tree=626 num_leaves=9 num_cat=0 split_feature=159 275 197 46 330 225 244 0 split_gain=0.000185596 0.000482776 0.000376224 0.000245612 0.000232287 0.000198938 0.000118258 0.000106341 threshold=0.11987304687500001 0.017150878906250003 0.024841308593750003 0.0018577575683593752 -0.015563964843749998 -0.015167236328124998 0.010711669921875002 -0.036010742187499993 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 -2 -1 7 -5 -3 right_child=3 5 -4 6 -6 -7 -8 -9 leaf_value=0 0 0.028035149815962779 0 0.031849902390380436 -0.040041078724659541 0 0 0 leaf_weight=0.0023711799847019321 0.0019501522952110042 0.0038858943141883984 0.0013164148588131761 0.0047514059459370372 0.0072264989623613829 0.0028309882983990065 0.0010428908632214018 0.0012579859845054386 leaf_count=1841 1074 2194 780 2877 10781 4276 392 1712 internal_value=0 -0.00597672 -0.0224507 0.0123501 -0.031067 0.000421644 0.0250548 0.0196729 internal_weight=0.0266334 0.018889 0.0109141 0.00774445 0.00959768 0.00797487 0.0057943 0.00514388 internal_count=25927 21584 13402 4343 12622 8182 3269 3906 is_linear=0 shrinkage=0.1 Tree=627 num_leaves=8 num_cat=0 split_feature=74 94 307 220 84 84 7 split_gain=0.00022256 0.000420121 0.000373421 0.000229958 8.50825e-05 6.12751e-05 3.15035e-07 threshold=-0.0099792480468749983 0.00057411193847656261 0.0083923339843750017 0.045776367187500007 0.0034255981445312504 -0.042114257812499993 -0.023376464843749997 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 5 -1 -2 -3 right_child=2 6 -4 -5 -6 -7 -8 leaf_value=-0.033993558789852149 0 0.0011475988789661448 0 0 0 0.036736085533692779 0 leaf_weight=0.0050676552921906648 0.0012887371808760761 0.002392077066295073 0.0038805700965633969 0.0013472659928748243 0.0012297424856493322 0.0059784364101442833 0.0010318711825734184 leaf_count=10558 560 1158 7702 577 964 1727 2681 internal_value=0 -0.00909407 0.0106666 0.0244645 -0.0281922 0.0320297 0 internal_weight=0.0222164 0.00972135 0.012495 0.00861444 0.0062974 0.00726717 0.00342395 internal_count=25927 15361 10566 2864 11522 2287 3839 is_linear=0 shrinkage=0.1 Tree=628 num_leaves=8 num_cat=0 split_feature=110 180 218 340 101 244 61 split_gain=0.00016582 0.000228298 0.00018141 0.000175111 0.000143578 2.5022e-05 1.67288e-05 threshold=0.00099563598632812522 0.013641357421875002 0.021667480468750003 -0.016906738281249997 0.11840820312500001 0.027770996093750003 -0.0025100708007812496 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 5 -2 -5 right_child=2 -3 -4 6 -6 -7 -8 leaf_value=0 -0.032040782055161102 0 0 0.033623138330440221 0 0 0 leaf_weight=0.0018258126865315916 0.0042954682776095154 0.0028955323617561035 0.0020253674351611295 0.0043784057988371927 0.0010893545474575106 0.0010020468771618773 0.0011542305030527444 leaf_count=1230 10319 3831 2094 3003 1765 2804 881 internal_value=0 0.00854379 -0.010399 0.0202971 -0.0206511 -0.0280213 0.0294012 internal_weight=0.0186662 0.010254 0.00841224 0.00735845 0.00638687 0.00529752 0.00553264 internal_count=25927 8945 16982 5114 14888 13123 3884 is_linear=0 shrinkage=0.1 Tree=629 num_leaves=11 num_cat=0 split_feature=46 246 149 20 328 165 277 335 290 191 split_gain=0.000374469 0.00049645 0.000383707 0.000323179 0.000232265 0.000262099 0.000176853 8.98266e-05 8.98168e-05 3.94293e-05 threshold=-0.0042877197265624991 0.022644042968750003 -0.012237548828124998 -0.0047149658203124991 -0.045776367187499993 -0.047241210937499993 0.029602050781250003 0.018981933593750003 -0.017761230468749997 -0.042846679687499993 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 7 -3 4 -1 -6 -4 -2 -7 -9 right_child=1 2 6 -5 5 8 -8 9 -10 -11 leaf_value=0 0 0 -0.04100820723516152 0 0 0.038925383897059837 0 0 0 0.020120234831626255 leaf_weight=0.0015382244417700966 0.0030581310177337775 0.0044580134074809754 0.0071243327924293016 0.0036671480203231957 0.001809983758850108 0.0075287937001018443 0.0017734764986627738 0.0010045055636540567 0.001292091747867377 0.0031928718092224528 leaf_count=419 2788 5646 6065 1636 652 3507 1582 622 674 2336 internal_value=0 -0.00827314 -0.021848 0.01214 0.0213861 0.0272401 -0.0338782 0 0.0345169 0.0146289 internal_weight=0.0364476 0.0206113 0.0133558 0.0158362 0.0121691 0.0106309 0.00889781 0.00725551 0.00882089 0.00419738 internal_count=25927 19039 13293 6888 5252 4833 7647 5746 4181 2958 is_linear=0 shrinkage=0.1 Tree=630 num_leaves=11 num_cat=0 split_feature=352 96 349 176 275 179 59 263 65 307 split_gain=0.000241561 0.000310036 0.000263184 0.000199274 0.00016645 0.000122089 2.42363e-05 1.20933e-05 5.62009e-05 4.19096e-05 threshold=-0.043823242187499993 -0.011993408203124998 0.011260986328125002 0.0024642944335937504 0.026428222656250003 -0.0095520019531249983 -0.064208984374999986 -0.051879882812499993 0.0033187866210937504 0.029113769531250003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 -1 6 -2 -5 8 -3 -9 right_child=1 7 -4 4 -6 -7 -8 9 -10 -11 leaf_value=0 0 0.012182641299394404 0 0 0 -0.033762241877732795 0.040396571965293226 -0.011707335963313727 0 0 leaf_weight=0.001802328134209219 0.001202451506948421 0.0045029899543180809 0.0019513110192193048 0.0010056893137502252 0.0012455476865742554 0.0048339723201618048 0.0047540562155745638 0.0031643606332911753 0.0018240968732818885 0.0017876889141463792 leaf_count=1494 712 1575 1901 702 1107 6630 3819 5163 902 1903 internal_value=0 -0.0082864 0.0106776 0.0209305 0.0289008 -0.0266566 0.036123 0 0.00409912 -0.00171819 internal_weight=0.0280745 0.0173156 0.0107589 0.00880762 0.00700529 0.00603642 0.00575975 0.0112791 0.00632709 0.00495205 internal_count=25908 16885 9023 7122 5628 7342 4521 9543 2477 7066 is_linear=0 shrinkage=0.1 Tree=631 num_leaves=11 num_cat=0 split_feature=239 2 326 74 191 46 142 78 191 16 split_gain=0.000202643 0.000414046 0.000245211 0.000249814 0.000194613 0.000238477 0.000112254 3.86827e-05 2.2657e-05 4.82691e-06 threshold=-0.0003309249877929687 0.010162353515625002 0.0086364746093750017 0.0097961425781250017 -0.073486328124999986 -0.031372070312499993 -0.015167236328124998 -0.012969970703124998 -0.038940429687499993 -0.051391601562499993 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 6 -3 -6 -2 -8 9 -1 right_child=2 4 -4 -5 5 -7 7 -9 -10 -11 leaf_value=0.010416428268326644 0 0 0 0 0 -0.037322522546993357 0 0.03929196183860037 0 0 leaf_weight=0.0025330146141406829 0.0015833176021988757 0.0013355881029610836 0.0023188920037569014 0.0014646180609068082 0.0011970873343090122 0.0067362774245953699 0.0010041766376165393 0.0049058325745647818 0.0016524781340869774 0.0010960413327349983 leaf_count=1859 1357 796 1471 1457 1098 12260 990 2134 1820 666 internal_value=0 -0.00791739 0.0099406 0.0199532 -0.0233475 -0.0297016 0.0284487 0.0348724 0 0.00790139 internal_weight=0.0258273 0.0145505 0.0112768 0.00895794 0.00926895 0.00793336 0.00749333 0.00591001 0.00528153 0.00362906 internal_count=25908 18499 7409 5938 14154 13358 4481 3124 4345 2525 is_linear=0 shrinkage=0.1 Tree=632 num_leaves=9 num_cat=0 split_feature=74 230 307 278 47 305 135 320 split_gain=0.000173379 0.000384973 0.000312286 0.000268026 0.00010186 8.06373e-05 3.05982e-05 5.5916e-06 threshold=-0.0099792480468749983 -0.013519287109374998 0.019958496093750003 0.0037155151367187504 -0.017761230468749997 0.020202636718750003 0.027404785156250003 0.024719238281250003 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -3 6 -2 -6 right_child=2 4 -4 -5 7 -7 -8 -9 leaf_value=0 0.037438244167103465 0 0 0 -0.039371172711888752 0 0 0 leaf_weight=0.0036663633617104452 0.0056225768181787927 0.0010554350831948334 0.0018965393694179164 0.0024592304278456822 0.0036725218465516463 0.0010567994100565414 0.001060197987175826 0.0010278179693008482 leaf_count=2516 1872 1825 6300 1123 9155 584 655 1878 internal_value=0 -0.0090313 0.00893339 0.0200211 -0.028326 0.0295722 0.0336671 -0.03463 internal_weight=0.0215175 0.00942214 0.0120953 0.0101988 0.00575577 0.00773957 0.00668277 0.00470034 internal_count=25908 15374 10534 4234 12858 3111 2527 11033 is_linear=0 shrinkage=0.1 Tree=633 num_leaves=7 num_cat=0 split_feature=195 285 159 355 37 359 split_gain=0.000158116 0.000213389 0.000197363 0.000161875 0.000117274 8.94702e-05 threshold=0.071044921875000014 0.024597167968750003 0.11254882812500001 0.0088806152343750017 0.055297851562500007 0.018249511718750003 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -3 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0 -0.029689772379335906 0.035382698802474147 0 0 0 0 leaf_weight=0.0047698706901608823 0.0036705630296602889 0.004903854559850096 0.0013854097330918691 0.0012139064676550682 0.0010635528895086566 0.0010271628346334438 leaf_count=6811 8308 4068 1740 2421 1908 652 internal_value=0 0.00580131 0.0184241 0.0271832 -0.0142391 -0.0223225 internal_weight=0.0180343 0.012273 0.00750317 0.00611776 0.00576128 0.00469773 internal_count=25908 15040 8229 6489 10868 8960 is_linear=0 shrinkage=0.1 Tree=634 num_leaves=14 num_cat=0 split_feature=203 290 191 20 161 129 10 350 52 338 143 146 339 split_gain=0.00039514 0.000414737 0.00031757 0.000281437 0.000235057 0.000195012 0.000159272 6.22093e-05 5.35931e-05 0.000109201 2.36011e-05 2.33534e-05 1.72553e-06 threshold=0.014068603515625002 -0.045288085937499993 -0.019714355468749997 -0.0063018798828124991 0.0018463134765625002 -0.035278320312499993 0.049194335937500007 -0.048950195312499993 -0.0065460205078124991 -0.011749267578124998 -0.017761230468749997 0.012176513671875002 -0.021545410156249997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 4 -2 -3 7 -6 9 10 -1 -7 -10 right_child=3 2 -4 -5 6 11 -8 -9 12 -11 -12 -13 -14 leaf_value=0 0 0 0 0 0 -0.043964939699146346 0 0.040872261380988213 0 0 0.022515032672870128 0 -0.0024910816533461311 leaf_weight=0.0010328310744540667 0.0013767309669647796 0.0020541141050038911 0.0016152814358960663 0.0029781855072705818 0.0010102991236511389 0.0055717158772123901 0.0016825363144388206 0.0060268710802802144 0.0010377255279365727 0.0035271317910243729 0.0036769476246618638 0.0010239677503562916 0.0027806284453504313 leaf_count=351 1165 1919 1166 616 338 9563 835 3710 336 1445 1674 682 2108 internal_value=0 -0.00752224 -0.0229578 0.0143395 0.0233457 -0.031506 0.0300107 0.0366375 0 0.00806625 0.0185917 -0.0399678 0 internal_weight=0.035395 0.0223203 0.0102651 0.0130746 0.0100964 0.0086498 0.00871971 0.00703717 0.0120553 0.00823691 0.00470978 0.00659568 0.00381835 internal_count=25908 19244 13330 6664 6048 12164 4883 4048 5914 3470 2025 10245 2444 is_linear=0 shrinkage=0.1 Tree=635 num_leaves=10 num_cat=0 split_feature=206 46 307 122 191 127 104 179 349 split_gain=0.000222836 0.000229165 0.000265981 0.000189854 0.000179889 0.000123531 0.000109347 5.79848e-05 9.39936e-06 threshold=0.033813476562500007 -0.0063018798828124991 0.0083923339843750017 -0.027282714843749997 -0.021545410156249997 0.026916503906250003 0.016174316406250003 -0.0099792480468749983 -0.0054473876953124991 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 8 -3 -1 6 7 -4 -5 -2 right_child=1 2 4 5 -6 -7 -8 -9 -10 leaf_value=0 0 0 0.040920678270592342 0 0 0 0 -0.034380758898008255 -0.0059810519248407155 leaf_weight=0.0038935484745170612 0.0026175838240014571 0.0036337988984636036 0.0050686123145293749 0.001117269883404326 0.0011010572615033354 0.0010415529560177106 0.001784223173199706 0.0044824601802559982 0.0026274847452221186 leaf_count=3169 1325 3485 3535 1303 1593 803 1885 6583 2227 internal_value=0 0.00618344 0.0159156 -0.012265 0.0265224 -0.0229018 0.0328475 -0.0290284 0 internal_weight=0.0273676 0.0168328 0.0115877 0.0105348 0.00795389 0.00664128 0.00685284 0.00559973 0.00524507 internal_count=25908 14050 10498 11858 7013 8689 5420 7886 3552 is_linear=0 shrinkage=0.1 Tree=636 num_leaves=11 num_cat=0 split_feature=223 249 206 6 243 142 327 322 326 76 split_gain=0.000135767 0.000334248 0.000237675 0.000187027 0.000165265 0.00014642 4.99251e-05 1.74876e-05 1.57566e-05 3.5117e-06 threshold=0.016784667968750003 -0.024719238281249997 0.0031356811523437504 0.0023574829101562504 0.013580322265625002 0.010711669921875002 0.017028808593750003 0.0002470016479492188 -0.032592773437499993 -0.027282714843749997 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 9 8 7 -3 -4 -5 right_child=3 6 5 4 -6 -7 -8 -9 -10 -11 leaf_value=0 0 0 0 0.031790778666984119 0 0 0 0.013774333760335834 -0.039240064758706415 0 leaf_weight=0.0014763196660743105 0.0019587402130514242 0.0010205355714099085 0.0010846498005570027 0.0044359176534296552 0.0010946135149350056 0.0010488781933233327 0.0034049173609593808 0.003553024892118728 0.0050484261750396442 0.0010029905082031831 leaf_count=1503 3499 1141 1449 1149 477 780 3211 2422 10023 254 internal_value=0 -0.00509875 -0.0208805 0.0104375 0.0206847 -0.0292669 0 0.010448 -0.0352389 0.0285976 internal_weight=0.025129 0.0166368 0.00865827 0.00849226 0.00653352 0.00718195 0.00797848 0.00457356 0.00613308 0.00543891 internal_count=25908 20529 13755 5379 1880 12252 6774 3563 11472 1403 is_linear=0 shrinkage=0.1 Tree=637 num_leaves=6 num_cat=0 split_feature=158 261 152 328 328 split_gain=0.000134492 0.000210949 0.000169721 7.7695e-05 4.28632e-05 threshold=-0.030212402343749997 0.015228271484375002 0.00017213821411132815 -0.046508789062499993 -0.00081062316894531239 decision_type=2 2 2 2 2 left_child=2 3 4 -2 -1 right_child=1 -3 -4 -5 -6 leaf_value=0.024500649535448105 0 0 0 -0.027858705846389577 0 leaf_weight=0.0051040245299187603 0.001015821086780555 0.0069427552906735635 0.0026824687417397186 0.0042433836898423394 0.001008835666686636 leaf_count=2565 464 6944 4974 9563 1398 internal_value=0 -0.00577467 0.0103271 -0.021874 0.0207628 internal_weight=0.0209973 0.012202 0.00879533 0.0052592 0.00611286 internal_count=25908 16971 8937 10027 3963 is_linear=0 shrinkage=0.1 Tree=638 num_leaves=7 num_cat=0 split_feature=61 304 355 180 286 137 split_gain=0.000170384 0.000220711 0.000209757 0.000210227 0.000113271 6.5643e-05 threshold=-0.015808105468749997 -0.014556884765624998 0.011322021484375002 0.024719238281250003 -0.0090637207031249983 -0.0030746459960937496 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -3 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0 0 0.035171349817135274 0 0 -0.026696455801073934 0 leaf_weight=0.0016899967150996184 0.0027298049286192949 0.0056990983491305158 0.001227434979555575 0.0011100926299985048 0.0039988511863553455 0.0011536741561699593 leaf_count=825 1915 4153 1578 1249 13526 2662 internal_value=0 0.00813053 0.0188318 0.0269558 -0.0116011 -0.0206331 internal_weight=0.017609 0.00972662 0.00803663 0.00680919 0.00788233 0.00515253 internal_count=25908 7805 6980 5402 18103 16188 is_linear=0 shrinkage=0.1 Tree=639 num_leaves=13 num_cat=0 split_feature=352 204 48 237 19 218 277 356 312 254 246 363 split_gain=0.000339562 0.0004673 0.000411111 0.00019712 0.000189148 0.000138364 0.000133848 9.12041e-05 7.12071e-05 5.73511e-05 4.19788e-05 2.49759e-05 threshold=-0.041870117187499993 0.0057525634765625009 0.017883300781250003 -0.016906738281249997 -0.022521972656249997 0.031127929687500003 0.032836914062500007 0.030334472656250003 0.0018310546875000002 0.014739990234375002 0.044311523437500007 0.029479980468750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 5 6 -1 8 11 -6 -3 -5 -11 -2 right_child=1 2 -4 9 7 -7 -8 -9 -10 10 -12 -13 leaf_value=0 -0.030759862105104948 0 0 0 -0.034602296275142497 0 0 0 0.04056648721261466 0.016439058323940638 0 0 leaf_weight=0.001422710142888306 0.0037619294633799419 0.0010691132553919402 0.0040843691801715218 0.0033892886013875429 0.0045089701303497867 0.0010905829088567751 0.0010143872377419427 0.001091748117643121 0.0070976870105585732 0.0036755608519420946 0.0012537451860410442 0.0010448182487738933 leaf_count=1240 3697 285 2295 2349 7465 480 499 1141 3926 1321 589 621 internal_value=0 0.0053969 0.0202546 0 -0.0192224 0.0321767 -0.0184018 -0.0283034 0.0366472 0 0.0107864 -0.0262402 internal_weight=0.0345049 0.0274815 0.0133418 0.0141397 0.00702343 0.00925738 0.00582113 0.00560072 0.0081668 0.00831859 0.00492931 0.00480675 internal_count=25908 16062 6986 9076 9846 4691 4817 8606 4211 4259 1910 4318 is_linear=0 shrinkage=0.1 Tree=640 num_leaves=10 num_cat=0 split_feature=353 96 290 296 25 136 243 244 208 split_gain=0.000224506 0.000266147 0.000260736 0.000257847 0.00031734 0.000188134 0.000121791 8.66668e-05 3.4936e-05 threshold=0.014007568359375002 -0.012969970703124998 -0.00053215026855468739 -0.035766601562499993 0.025695800781250003 -0.047485351562499993 0.015167236328125002 -0.022155761718749997 -0.023986816406249997 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 8 6 -3 5 -5 -2 -7 -1 right_child=2 3 -4 4 -6 7 -8 -9 -10 leaf_value=0 -0.032314533055822436 0 0 0 0 0 0 0.041939650148931334 -0.010521202757425182 leaf_weight=0.0037452520309155801 0.0053478572361855825 0.0013632811687998006 0.0014900809637428125 0.0013524683327421636 0.0012112030441384638 0.0010900526508894623 0.0013614605291003556 0.0066217615069703601 0.0031560245031156944 leaf_count=2804 7458 1567 1749 1005 1461 750 693 3938 4483 internal_value=0 0.00511952 -0.0146473 0.0164446 0.0236058 0.0313336 -0.025511 0.0373889 0 internal_weight=0.0267394 0.01854 0.0081994 0.0116388 0.0102755 0.00906428 0.00670932 0.00771181 0.00690128 internal_count=25908 16008 9900 8721 7154 5693 8151 4688 7287 is_linear=0 shrinkage=0.1 Tree=641 num_leaves=9 num_cat=0 split_feature=17 224 38 47 215 44 39 164 split_gain=0.000119486 0.000247297 0.000255128 0.000159018 0.000150425 0.000140657 7.0525e-05 1.35524e-05 threshold=0.015930175781250003 0.0026626586914062504 0.014984130859375002 0.054565429687500007 -0.038940429687499993 -0.015808105468749997 -0.010528564453124998 0.013519287109375002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -2 -6 -7 -3 right_child=4 7 -4 -5 5 6 -8 -9 leaf_value=-0.034395238742578202 0 0.0062943446897342648 0 0 0 0 0.031208654099669914 0 leaf_weight=0.005937078919020955 0.0020459727511603631 0.0034206920876078692 0.0020848110522848629 0.0010182311049611315 0.0017234029192492173 0.0010877905601187621 0.0045191450165420477 0.0027100092366572071 leaf_count=9793 2936 1839 797 602 2166 1088 4304 2383 internal_value=0 -0.00519447 -0.017856 -0.0279502 0.00915291 0.0176739 0.0256757 0 internal_weight=0.0245471 0.0151708 0.00904012 0.00695531 0.00937631 0.00733034 0.00560694 0.0061307 internal_count=25908 15414 11192 10395 10494 7558 5392 4222 is_linear=0 shrinkage=0.1 Tree=642 num_leaves=9 num_cat=0 split_feature=331 291 128 129 355 94 127 107 split_gain=0.000119148 0.000272405 0.000205185 0.000195211 0.000114327 6.76957e-05 4.1335e-05 1.37141e-05 threshold=-0.062744140624999986 -0.00040626525878906245 0.011749267578125002 -0.032348632812499993 -0.015808105468749997 0.0082702636718750017 -0.021911621093749997 0.048461914062500007 decision_type=2 2 2 2 2 2 2 2 left_child=2 5 -1 -4 -5 6 -2 -8 right_child=1 -3 3 4 -6 -7 7 -9 leaf_value=0 0 0 0 0 0.031655062679884285 0 -0.0352928905801271 0 leaf_weight=0.0020568303917785089 0.0013209854431210921 0.0030038003186714235 0.0017121296291096053 0.0010300100814140132 0.005882086588456124 0.0010093969177766837 0.0035293037330865751 0.0010543260347808392 leaf_count=5526 863 1552 2074 364 4133 876 9363 1157 internal_value=0 -0.00669529 0.00836223 0.0180145 0.0262168 -0.0214077 -0.0255203 -0.0304821 internal_weight=0.0205989 0.00991781 0.0106811 0.00862423 0.0069121 0.00691401 0.00590462 0.00458363 internal_count=25908 13811 12097 6571 4497 12259 11383 10520 is_linear=0 shrinkage=0.1 Tree=643 num_leaves=8 num_cat=0 split_feature=353 104 359 220 34 180 141 split_gain=0.000117418 0.0001891 0.000208232 0.000155003 0.000129611 5.78355e-05 1.48737e-05 threshold=0.016784667968750003 0.057250976562500007 0.023864746093750003 0.027770996093750003 0.031616210937500007 -0.013824462890624998 -0.033081054687499993 decision_type=2 2 2 2 2 2 2 left_child=1 2 5 4 -2 -1 -6 right_child=3 -3 -4 -5 6 -7 -8 leaf_value=0 0 0 0 0 0.028090070906995009 -0.032350762236884122 0 leaf_weight=0.0010247771842171183 0.0010069938065679906 0.0013026776582947264 0.0011719911713212738 0.0021330571385913544 0.0043553959523956465 0.0050489157762281245 0.0011493300227689573 leaf_count=1452 1055 619 711 3187 3452 14539 893 internal_value=0 -0.00925621 -0.0190279 0.00714866 0.0174894 -0.0278347 0.0244395 internal_weight=0.0171931 0.00854836 0.00724568 0.00864478 0.00651172 0.00607369 0.00550473 internal_count=25908 17321 16702 8587 5400 15991 4345 is_linear=0 shrinkage=0.1 Tree=644 num_leaves=10 num_cat=0 split_feature=217 25 250 10 94 18 70 204 173 split_gain=0.000313621 0.000517963 0.000528341 0.000249791 0.000169843 0.000206046 0.00010557 6.82825e-05 5.94795e-05 threshold=0.020812988281250003 0.015808105468750003 -0.0092468261718749983 0.037719726562500007 -0.0094299316406249983 -0.0038681030273437496 -0.027893066406249997 -0.011627197265624998 -0.027160644531249997 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 -1 8 5 -3 -4 -7 -2 right_child=3 4 6 -5 -6 7 -8 -9 -10 leaf_value=0 0 0 0 0 0 0 -0.042695703829573703 0.029143317815012934 0.031063239682916962 leaf_weight=0.0055401180470298081 0.0010208057143934468 0.001208378339623728 0.001237669206435755 0.0031040534089559202 0.0029418860060879126 0.0010097539880886686 0.0067430395523393463 0.0052606501721550458 0.0056265822412520095 leaf_count=4216 709 1778 521 1632 867 586 9629 2065 3905 internal_value=0 -0.00577937 -0.0209829 0.0154793 0.00158979 0.0151862 -0.0375225 0.0245696 0.0269679 internal_weight=0.0336929 0.0239415 0.0135208 0.00975144 0.0104207 0.00747878 0.00798071 0.0062704 0.00664739 internal_count=25908 19662 14366 6246 5296 4429 10150 2651 4614 is_linear=0 shrinkage=0.1 Tree=645 num_leaves=8 num_cat=0 split_feature=79 89 96 302 372 267 296 split_gain=0.000213516 0.000326967 0.000298471 0.000244574 0.000114748 0.000109529 9.36296e-05 threshold=-0.0055084228515624991 0.00018215179443359378 -0.016052246093749997 -0.0065765380859374991 -0.026184082031249997 -0.0038681030273437496 0.0053863525390625009 decision_type=2 2 2 2 2 2 2 left_child=2 4 -1 5 -2 -4 -6 right_child=1 -3 3 -5 6 -7 -8 leaf_value=0 0 0 0.035501776179861881 0 -0.033256260886504505 0 0 leaf_weight=0.0036335362167854166 0.0016568111592842891 0.0046329766661630254 0.0057371840811581984 0.0015081803340484248 0.006133294904238972 0.0011724619338284725 0.0014154801338763789 leaf_count=3909 840 3429 4969 809 10515 300 1146 internal_value=0 -0.0101649 0.00765009 0.0209369 -0.0225944 0.0297992 -0.027831 internal_weight=0.0258899 0.0138386 0.0120514 0.00841783 0.00920559 0.00690965 0.00754878 internal_count=25917 15930 9987 6078 12501 5269 11661 is_linear=0 shrinkage=0.1 Tree=646 num_leaves=7 num_cat=0 split_feature=213 239 206 74 203 2 split_gain=0.000136942 0.000265357 0.000188484 0.000171074 0.000174595 4.86971e-05 threshold=0.017272949218750003 0.0027999877929687504 0.048461914062500007 0.010894775390625002 0.0050811767578125009 0.0041351318359375009 decision_type=2 2 2 2 2 2 left_child=1 5 3 4 -2 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0 0.030563175177300089 0 0 0 0 -0.028053352631762271 leaf_weight=0.001231424996969821 0.0065383195377179959 0.0050318271169036421 0.0026526046251227351 0.0013882707413088733 0.0024141196147402511 0.0047573230987367765 leaf_count=1268 3274 4497 2574 1195 1139 11970 internal_value=0 -0.00739971 0.00767801 0.0160109 0.0220724 -0.0233207 internal_weight=0.0240139 0.0110206 0.0129933 0.0103407 0.00895244 0.00598875 internal_count=25917 17735 8182 5608 4413 13238 is_linear=0 shrinkage=0.1 Tree=647 num_leaves=8 num_cat=0 split_feature=50 284 56 74 74 287 129 split_gain=0.000119192 0.000199497 0.000180732 9.43219e-05 6.78666e-05 6.06541e-06 1.58037e-05 threshold=0.041870117187500007 -0.00033569335937499995 0.027160644531250003 -0.020690917968749997 0.017150878906250003 0.025451660156250003 -0.031616210937499993 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 6 -3 right_child=2 5 -4 -5 -6 -7 -8 leaf_value=-0.0246509157023697 0 0 0 0.028569687019334225 0 0 0.0076298997012352243 leaf_weight=0.0048801031693010968 0.0010460439143811229 0.0010741370735201095 0.0014854997745947784 0.0044725101522127267 0.0010991478875514993 0.0022038894811760024 0.003756575639549454 leaf_count=10361 846 1874 1199 1798 1907 4525 3407 internal_value=0 -0.0047357 0.011336 0.0221494 -0.0195566 0 0.00354343 internal_weight=0.0200179 0.0130139 0.00700405 0.00551855 0.00597925 0.0070346 0.00483071 internal_count=25917 22074 3843 2644 12268 9806 5281 is_linear=0 shrinkage=0.1 Tree=648 num_leaves=6 num_cat=0 split_feature=286 57 91 244 294 split_gain=8.67423e-05 0.000236983 0.000181621 0.000127874 5.61339e-05 threshold=-0.012420654296874998 0.036010742187500007 -0.012115478515624998 -0.0039215087890624991 0.020690917968750003 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -5 right_child=1 -3 -4 4 -6 leaf_value=0 0 0 -0.030650751383414707 0 0.025269780405147636 leaf_weight=0.0017736423218961406 0.001742064930812858 0.0034979839516129374 0.00474197314759195 0.0012166726812976583 0.0038188523227962179 leaf_count=1193 2828 3331 15266 649 2650 internal_value=0 -0.00519034 -0.0201732 0.00937537 0.019308 internal_weight=0.0167912 0.00998202 0.00648404 0.00680917 0.00503553 internal_count=25917 21425 18094 4492 3299 is_linear=0 shrinkage=0.1 Tree=649 num_leaves=13 num_cat=0 split_feature=129 119 292 301 217 376 324 203 37 352 228 382 split_gain=0.000317477 0.000368151 0.000306008 0.000289122 0.000227086 0.000190166 0.000172404 0.00014712 9.85284e-05 4.99791e-05 4.76133e-05 5.52045e-08 threshold=-0.024841308593749997 0.014007568359375002 0.011138916015625002 -0.056030273437499993 -0.0085144042968749983 0.044799804687500007 -0.025939941406249997 -0.018371582031249997 0.052612304687500007 -0.044067382812499993 0.0020523071289062504 -0.0087585449218749983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 6 -5 -6 9 -9 -8 -3 right_child=2 11 -4 5 7 -7 10 8 -10 -11 -12 -13 leaf_value=0 0 -0.00042055765329228182 0 0 0 0 0 0 0 0.042024501317771384 -0.040229441778649538 0 leaf_weight=0.0020745975657430202 0.0016476223728094644 0.0031211952275915777 0.004584452566436247 0.0012693288846747927 0.0011225312765552617 0.0010009777387702803 0.0011178947343673008 0.0010328943286026524 0.0010092916737978186 0.0059730917917830686 0.0071599055844338011 0.0014561969312349978 leaf_count=1055 620 2312 2372 497 1238 380 3545 556 972 4158 7853 359 internal_value=0 0.0101921 -0.00956295 -0.0194098 0.021786 -0.0266399 -0.0313573 0.0288253 0.0336275 0.0378728 -0.0366378 0 internal_weight=0.03257 0.0157898 0.0167802 0.0121957 0.0112124 0.0105481 0.00954713 0.00913781 0.00801528 0.00700599 0.0082778 0.00457739 internal_count=25917 10650 15267 12895 7979 12275 11895 6924 5686 4714 11398 2671 is_linear=0 shrinkage=0.1 Tree=650 num_leaves=9 num_cat=0 split_feature=382 89 107 363 359 10 280 193 split_gain=0.000165852 0.000218338 0.000167447 0.000242257 0.000201334 0.000166883 0.000137199 1.5226e-05 threshold=-0.023376464843749997 0.00055503845214843761 0.031616210937500007 0.033325195312500007 0.0091247558593750017 0.053100585937500007 -0.036254882812499993 -0.0086364746093749983 decision_type=2 2 2 2 2 2 2 2 left_child=2 5 3 4 7 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0 0 0 0 0 0 0 -0.035529513742547508 0.035962608393955341 leaf_weight=0.0010146408359847934 0.0010050218611272763 0.003228423157720429 0.0031022660726121041 0.0023502466505895825 0.0012194601348660683 0.0031441216233645264 0.0051023673157093432 0.0051838825752259501 leaf_count=874 911 1503 3272 1122 1544 2670 8808 5213 internal_value=0 -0.00987413 0.00585854 0.0147188 0.0247358 -0.0191709 -0.0288093 0.0325122 internal_weight=0.0253504 0.0124799 0.0128705 0.00976823 0.00741798 0.00925151 0.00610739 0.00619852 internal_count=25917 13892 12025 8753 7631 12389 9719 6087 is_linear=0 shrinkage=0.1 Tree=651 num_leaves=10 num_cat=0 split_feature=169 326 340 11 62 159 229 10 363 split_gain=0.00012628 0.000209217 0.000138162 0.000141969 0.000139574 0.00012861 0.000184102 0.000112033 3.38218e-05 threshold=0.0075225830078125009 -0.024353027343749997 -0.023254394531249997 0.0034103393554687504 -0.0034713745117187496 0.13427734375000003 0.034790039062500007 0.0051116943359375009 -0.0047454833984374991 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 -4 6 7 -3 -6 right_child=2 5 3 -5 8 -7 -8 -9 -10 leaf_value=0 0 0 0 0 0 0 0 -0.036157875431970084 0.031153524886338851 leaf_weight=0.0041486402373864814 0.001208497121212738 0.0012041634912929311 0.0013228677866576905 0.0013920768526656255 0.0010526506414034759 0.0013831056873474523 0.001148388591063032 0.0052136289746580466 0.0054829009896195623 leaf_count=4553 1667 583 1216 1749 1123 414 489 10287 3836 internal_value=0 -0.00603259 0.00866971 0.0153081 0.0213661 -0.0169423 -0.022572 -0.0297913 0.0276129 internal_weight=0.0235569 0.0130979 0.010459 0.0092505 0.00785842 0.00894929 0.00756618 0.00641779 0.00653555 internal_count=25917 16326 9591 7924 6175 11773 11359 10870 4959 is_linear=0 shrinkage=0.1 Tree=652 num_leaves=7 num_cat=0 split_feature=108 291 65 245 127 239 split_gain=0.000106288 0.00017939 0.000218631 0.000134716 2.2792e-05 3.92483e-07 threshold=-0.024353027343749997 -0.0083312988281249983 0.016540527343750003 -0.032592773437499993 -0.019470214843749997 -0.019348144531249997 decision_type=2 2 2 2 2 2 left_child=3 2 4 -1 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0 0 0 0 0.023690206686186908 -0.03328548474285125 0 leaf_weight=0.0021410044688172647 0.001145335627444676 0.0051831935632802315 0.0022169813798336158 0.003823335494740121 0.0040402731897484223 0.0010676084788254761 leaf_count=1242 1775 4678 3650 2065 11871 636 internal_value=0 -0.00461627 -0.0166902 0.0106306 -0.0286228 0.0209265 internal_weight=0.0196177 0.0125858 0.00740259 0.00703195 0.00518561 0.00489094 internal_count=25917 21974 17296 3943 13646 2701 is_linear=0 shrinkage=0.1 Tree=653 num_leaves=7 num_cat=0 split_feature=110 183 197 218 34 105 split_gain=7.74009e-05 0.000111061 0.000129896 0.000100464 9.5583e-05 1.95461e-05 threshold=0.00099563598632812522 -0.010040283203124998 -0.025817871093749997 0.021667480468750003 0.060180664062500007 -0.010162353515624998 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -4 right_child=3 2 5 -5 -6 -7 leaf_value=0 -0.024331454435630961 0 0.02560939215128108 0 0 0 leaf_weight=0.0017138428393574934 0.003855496401822033 0.0016635231524730898 0.0046611409075953958 0.0017775211075741204 0.0017137021987769785 0.0010568201631020457 leaf_count=2542 12905 2064 3526 2102 1988 790 internal_value=0 0.00704906 0.0145494 -0.00662105 -0.0154344 0.0223706 internal_weight=0.016442 0.00909533 0.00738148 0.00734672 0.0055692 0.00571796 internal_count=25917 8922 6380 16995 14893 4316 is_linear=0 shrinkage=0.1 Tree=654 num_leaves=13 num_cat=0 split_feature=290 191 237 328 355 76 139 356 92 250 335 76 split_gain=0.000240354 0.000511725 0.000449142 0.000368793 0.00020729 0.00013102 0.000111125 4.63403e-05 3.66457e-05 1.82143e-05 4.31452e-06 1.19676e-06 threshold=-0.044311523437499993 -0.036499023437499993 -0.029357910156249997 -0.029846191406249997 -0.023132324218749997 -0.010955810546874998 0.039672851562500007 -0.011688232421874998 0.025939941406250003 0.0053253173828125009 0.015563964843750002 -0.031860351562499993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 8 -4 -5 6 -2 -6 11 10 -3 -1 right_child=1 9 3 4 7 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.013212143372544692 -0.038227020120434975 0 0 0 0 0 0 0.041309997188623868 0 0 0.0087552280732597961 0 leaf_weight=0.0021976965623986544 0.0060486617342920832 0.0010141050356500267 0.0043931126626404185 0.0010278208999432428 0.0010120692116428751 0.0010175905588685188 0.001143885439855552 0.0069226906557844385 0.0011323355047458961 0.0019906302772323414 0.0029390045075601279 0.0010035952830680364 leaf_count=1905 9952 752 1778 507 543 323 499 4200 945 2114 2154 245 internal_value=0 -0.00958471 0.00789741 0.0204575 0.0321734 -0.0279581 -0.0327781 0.0378213 -0.00109643 0 0.0067879 -0.0107749 internal_weight=0.0318432 0.0141539 0.0176893 0.0133557 0.00896258 0.00821014 0.00719255 0.00793476 0.00433363 0.00594374 0.00395311 0.00320129 internal_count=25917 15794 10123 7028 5250 10774 10451 4743 3095 5020 2906 2150 is_linear=0 shrinkage=0.1 Tree=655 num_leaves=11 num_cat=0 split_feature=353 352 349 88 254 126 212 254 89 188 split_gain=0.000176985 0.000229415 0.000269823 0.000189041 0.00015675 6.70977e-05 3.69602e-05 2.64062e-05 1.24098e-05 5.84153e-05 threshold=0.014007568359375002 -0.031860351562499993 0.015563964843750002 0.0020523071289062504 0.029724121093750003 0.00054359436035156261 0.090576171875000014 -0.013641357421874998 0.0012626647949218752 0.032104492187500007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 6 -1 -2 9 -3 right_child=3 8 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0 0 -0.013735346849102249 0 0 0 0 0.038033708979529457 -0.026377849364676978 0 0 leaf_weight=0.0010057693955172198 0.0010068440666985978 0.0037540987488151609 0.0017378873220845739 0.0011506990621779067 0.0011930619054751901 0.0010065104597014596 0.0053915411595060192 0.0053544117352570799 0.0019056196607580844 0.0012586206923401733 leaf_count=595 1657 5525 2302 1076 1143 689 4332 7171 676 751 internal_value=0 0.00339418 0.0155311 -0.0144618 0.0245732 0.0302135 0.0340788 -0.0233271 0 -0.00497559 internal_weight=0.0247651 0.0172531 0.0103348 0.00751195 0.00859688 0.00740382 0.00639731 0.00636126 0.00691834 0.00501272 internal_count=25917 16013 9061 9904 6759 5616 4927 8828 6952 6276 is_linear=0 shrinkage=0.1 Tree=656 num_leaves=10 num_cat=0 split_feature=33 271 169 15 245 349 44 103 120 split_gain=9.55987e-05 0.000201231 0.00020138 0.000152365 0.000122047 9.01187e-05 7.25015e-05 2.79213e-05 6.29946e-06 threshold=0.016296386718750003 0.022644042968750003 -0.0062713623046874991 0.015380859375000002 0.0044708251953125009 -0.016418457031249997 0.0096130371093750017 0.041625976562500007 -0.046508789062499993 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -4 -2 -7 -3 right_child=3 8 4 -5 -6 7 -8 -9 -10 leaf_value=0 -0.028376919620312486 0 0 0 0 0.034932854628765116 0 0 -0.0044013860839239929 leaf_weight=0.0026870970967212129 0.0035304671064224627 0.0014201668125268796 0.0010037225755334944 0.002200565834936441 0.0013516597518758999 0.0055631155742847955 0.0010169641024884157 0.00102357153270205 0.0032517830956746421 leaf_count=2826 11282 717 861 2808 807 2746 971 270 2629 internal_value=0 0.00471068 0.0142879 -0.00938423 0.0221516 0.0271821 -0.0215809 0.0314369 0 internal_weight=0.0230491 0.0163011 0.0116292 0.006748 0.00894207 0.00759041 0.00454743 0.00658669 0.00467195 internal_count=25917 10856 7510 15061 4684 3877 12253 3016 3346 is_linear=0 shrinkage=0.1 Tree=657 num_leaves=6 num_cat=0 split_feature=108 94 315 74 135 split_gain=8.37193e-05 0.000119009 0.000142237 0.000106766 6.74515e-05 threshold=-0.024353027343749997 0.0041046142578125009 -0.026672363281249997 -0.014007568359374998 -0.015930175781249997 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -4 right_child=1 -3 4 -5 -6 leaf_value=0 0 0 0 0.019108154595632362 -0.026852144488613467 leaf_weight=0.0021314849397127134 0.0030470221161551514 0.0035043337918581061 0.0010045383955334941 0.0047772441793325618 0.0047813366136337798 leaf_count=1597 2422 3789 263 2346 15500 internal_value=0 -0.0036076 -0.0123657 0.00989635 -0.0218923 internal_weight=0.019246 0.0123372 0.0088329 0.00690873 0.00578588 internal_count=25917 21974 18185 3943 15763 is_linear=0 shrinkage=0.1 Tree=658 num_leaves=6 num_cat=0 split_feature=180 355 304 359 61 split_gain=8.00787e-05 0.000221958 0.000207025 5.14779e-05 3.73977e-05 threshold=0.013641357421875002 0.0067291259765625009 -0.0097961425781249983 -0.0097351074218749983 -0.033081054687499993 decision_type=2 2 2 2 2 left_child=1 2 -1 -4 -2 right_child=4 -3 3 -5 -6 leaf_value=0 0 0 0 0.032973030872192215 -0.014845673519865163 leaf_weight=0.0022028470085957439 0.0010490255397446182 0.003321331600286471 0.0010302120180529792 0.0047306520916174915 0.0037935768365453537 leaf_count=1757 666 5347 1785 3580 12782 internal_value=0 0.00547825 0.0179231 0.028345 -0.00976859 internal_weight=0.0161276 0.011285 0.00796371 0.00576086 0.0048426 internal_count=25917 12469 7122 5365 13448 is_linear=0 shrinkage=0.1 Tree=659 num_leaves=11 num_cat=0 split_feature=352 191 125 327 287 50 203 356 350 50 split_gain=0.000273431 0.000342289 0.000277221 0.000249558 0.000233366 0.000161935 0.000215857 0.000131719 1.4044e-05 5.62399e-05 threshold=-0.027648925781249997 -0.030334472656249997 0.035034179687500007 0.0089416503906250017 0.046997070312500007 0.048217773437500007 -0.013519287109374998 0.030334472656250003 0.0063323974609375009 -0.0027999877929687496 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 7 6 -5 -1 9 -4 right_child=2 -3 8 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.037032232043955872 0 0 0 0 0 0 0.038117127343531489 0 0 -0.014274995041423278 leaf_weight=0.0063303831931214027 0.00251280418787836 0.0034506209610576386 0.001062248046698854 0.001172760826190002 0.0019426169782343905 0.0010895057528301786 0.0070013143267200189 0.0012822948210198248 0.0018204239077022066 0.0034490643649318642 leaf_count=9466 1008 3614 672 266 2033 378 3202 1033 767 3478 internal_value=0 -0.0111181 0.00788776 0.0181954 -0.0229449 0.0262731 0.0313111 -0.0311024 0 -0.00557947 internal_weight=0.031114 0.0130059 0.0181081 0.0117764 0.00955529 0.00926358 0.00817408 0.00761268 0.00633174 0.00451131 internal_count=25917 16146 9771 4854 12532 3846 3468 10499 4917 4150 is_linear=0 shrinkage=0.1 Tree=660 num_leaves=7 num_cat=0 split_feature=158 56 205 266 206 254 split_gain=0.000128408 0.000326526 0.000162562 0.000165881 0.000131472 9.80346e-06 threshold=-0.013153076171874998 0.024108886718750003 0.0077362060546875009 0.032836914062500007 0.019348144531250003 0.015380859375000002 decision_type=2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.02787987116296721 0 0 0 0 0.029859942575510959 -0.0060593820256968642 leaf_weight=0.0054284804680877485 0.0051280314885708833 0.0010338752862395495 0.003571498261758066 0.0011552834942678558 0.0055281342846811299 0.0026700512198063464 leaf_count=11070 3101 588 3467 1461 4006 2315 internal_value=0 0.00492997 -0.00959567 -0.0197215 0.0234688 0 internal_weight=0.0245154 0.0143601 0.0101553 0.00658376 0.00656201 0.00779808 internal_count=26008 10010 15998 12531 4594 5416 is_linear=0 shrinkage=0.1 Tree=661 num_leaves=9 num_cat=0 split_feature=306 292 119 159 111 82 362 135 split_gain=8.06544e-05 0.000283248 0.000221514 0.000188699 0.000234479 0.00011561 0.000105259 1.62247e-05 threshold=0.059936523437500007 -0.028503417968749997 0.0036392211914062504 0.12744140625000003 0.024719238281250003 -0.018005371093749997 -0.073974609374999986 0.016174316406250003 decision_type=2 2 2 2 2 2 2 2 left_child=2 7 -1 4 5 -3 -4 -2 right_child=1 3 6 -5 -6 -7 -8 -9 leaf_value=0 0.0065130843087238682 0 0 0 0 -0.038701011070660762 0.027516811341020991 0 leaf_weight=0.0017199772032814309 0.0038247368770392151 0.0010202227192879238 0.0010863807825103322 0.001917825341724467 0.0012384372547895595 0.0056752805717170656 0.0050111788429942905 0.0011653547763259553 leaf_count=3083 2021 402 431 1013 1201 11651 3398 2808 internal_value=0 -0.00434281 0.00820759 -0.0177742 -0.0251023 -0.0331192 0.0212049 0 internal_weight=0.0226594 0.0148419 0.00781754 0.00985177 0.00793394 0.0066955 0.00609756 0.00499009 internal_count=26008 19096 6912 14267 13254 12053 3829 4829 is_linear=0 shrinkage=0.1 Tree=662 num_leaves=9 num_cat=0 split_feature=291 88 127 359 3 56 107 84 split_gain=7.19015e-05 0.000270704 0.000178473 0.000136766 8.4216e-05 4.63607e-05 3.26987e-05 3.59374e-06 threshold=-0.0068511962890624991 -0.039428710937499993 -0.023010253906249997 -0.010406494140624998 -0.019714355468749997 0.022155761718750003 0.057739257812500007 -0.020935058593749997 decision_type=2 2 2 2 2 2 2 2 left_child=1 7 -3 4 -2 -6 -4 -1 right_child=3 2 6 -5 5 -7 -8 -9 leaf_value=0 0 0 -0.033220577276728135 0 0.030598499758877407 0 0 0.003547429112291198 leaf_weight=0.0010687833643698852 0.0010119102591108486 0.0015880943961672491 0.0044931137743158284 0.0021839419541604945 0.0034739251044859643 0.001009875882814093 0.0011068856157918638 0.002855723062791248 leaf_count=1770 1224 1615 14019 2297 1578 833 966 1706 internal_value=0 -0.00354815 -0.0199013 0.00868382 0.0188211 0.0249399 -0.028759 0 internal_weight=0.0187923 0.0111126 0.00718809 0.00767965 0.00549571 0.0044838 0.0056 0.00392451 internal_count=26008 20076 16600 5932 3635 2411 14985 3476 is_linear=0 shrinkage=0.1 Tree=663 num_leaves=7 num_cat=0 split_feature=304 180 170 375 35 287 split_gain=5.90683e-05 0.000183448 0.000172024 0.00017213 7.9195e-05 0.000123046 threshold=-0.0016593933105468748 0.022766113281250003 -0.034790039062499993 0.074951171875000014 -0.063232421874999986 -0.023132324218749997 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0 0 0 0.031206585856597326 0 0 -0.023825180932149526 leaf_weight=0.0010377640840495417 0.0010151825504429715 0.001857245492830284 0.0057400903539632795 0.0010463652595165129 0.0013361417140131948 0.0040502649766589452 leaf_count=689 3018 5342 4884 1717 490 9868 internal_value=0 0.00570159 0.0165948 0.023876 -0.00656279 -0.0140853 internal_weight=0.0160831 0.00965888 0.00780164 0.00678646 0.00642417 0.00538641 internal_count=26008 14961 9619 6601 11047 10358 is_linear=0 shrinkage=0.1 Tree=664 num_leaves=11 num_cat=0 split_feature=327 163 37 46 89 287 70 326 352 241 split_gain=0.000266742 0.000301751 0.000367222 0.000249062 0.00024779 0.000155976 0.000141122 1.21749e-05 8.42974e-06 2.55824e-05 threshold=0.017761230468750003 0.0027084350585937504 0.047241210937500007 -0.022033691406249997 0.0053558349609375009 0.029113769531250003 0.014190673828125002 0.018249511718750003 -0.020446777343749997 -0.022399902343749997 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 8 4 -1 6 7 -3 -5 9 -2 right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 leaf_value=0 0 0.040506916016839381 0 -0.037207608004485825 0 0 0 0 0 -0.010202602869494683 leaf_weight=0.0025924792013452 0.0014625423382952363 0.0069436406967504638 0.0028085771139085844 0.0043521506168757718 0.0013011372526792195 0.0026804300089215971 0.0010629063110894066 0.0010872693248877852 0.0031671289846491035 0.0032674579001286119 leaf_count=1344 570 4531 2690 7344 441 2535 947 420 985 4201 internal_value=0 0.00637899 0.0177837 -0.0131523 0.0283941 -0.0231288 0.035309 -0.0329439 0 -0.00422159 internal_weight=0.0307257 0.0200134 0.0121163 0.0107123 0.00930768 0.00811985 0.00800655 0.00543942 0.00789713 0.00473 internal_count=26008 14365 8609 11643 5919 10299 5478 7764 5756 4771 is_linear=0 shrinkage=0.1 Tree=665 num_leaves=10 num_cat=0 split_feature=104 325 179 206 282 212 254 79 120 split_gain=0.000117567 0.00028716 0.000193308 0.000218387 0.000141926 9.33645e-05 9.16804e-05 3.37205e-05 3.00295e-05 threshold=0.0075531005859375009 -0.018493652343749997 0.029235839843750003 0.023498535156250003 0.013885498046875002 0.094482421875000014 0.031372070312500007 -0.014129638671874998 -0.0012016296386718748 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 7 -5 -7 -3 -9 right_child=1 4 -4 5 -6 6 -8 8 -10 leaf_value=0 0 0 0 0 0 0.034241262934726423 0 -0.038091264693453641 0 leaf_weight=0.0025307138652621575 0.0031860374766186084 0.0010173454982327357 0.0036160310439585794 0.0011809471507060465 0.0010975800109953582 0.005381827272016082 0.0010179398717840016 0.0039707750597353098 0.0010265467170089693 leaf_count=3137 2802 1205 3032 723 667 4078 1248 8387 729 internal_value=0 -0.00899393 0.00499593 0.0150021 -0.0228228 0.0242544 0.0290296 -0.0291873 -0.0330576 internal_weight=0.0240257 0.0102983 0.0137275 0.0101114 0.00711225 0.00758071 0.00639977 0.00601467 0.00499732 internal_count=26008 13790 12218 9186 10988 6049 5326 10321 9116 is_linear=0 shrinkage=0.1 Tree=666 num_leaves=8 num_cat=0 split_feature=347 314 339 282 356 30 94 split_gain=7.21623e-05 0.000163063 0.000160188 0.000129395 0.000117304 7.94642e-05 7.35749e-05 threshold=-0.0034408569335937496 0.013580322265625002 -0.010223388671874998 0.012542724609375002 0.014129638671875002 0.019958496093750003 -0.041137695312499993 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 6 -2 right_child=5 -3 3 -5 -6 -7 -8 leaf_value=0 0 0 0.030746235549636639 0 0 0 -0.020605290674959392 leaf_weight=0.0022390002434060649 0.0010015768147395576 0.0039757622705227655 0.0063433029904911287 0.00110694938501954 0.0011204407198630584 0.0017691059450770652 0.0046044705477550343 leaf_count=3380 1185 6881 3354 740 1720 1157 7591 internal_value=0 0.00448226 0.013354 0.0202933 0.0254216 -0.00758735 -0.0147473 internal_weight=0.0221606 0.0147855 0.0108097 0.00857069 0.00746374 0.00737515 0.00560605 internal_count=26008 16075 9194 5814 5074 9933 8776 is_linear=0 shrinkage=0.1 Tree=667 num_leaves=8 num_cat=0 split_feature=232 150 261 328 283 328 51 split_gain=6.42156e-05 0.000188515 0.000223044 0.000137294 8.3541e-05 8.16628e-05 1.82794e-05 threshold=0.0087585449218750017 -0.028747558593749997 0.0002584457397460938 -0.0040130615234374991 0.012481689453125002 -0.049682617187499993 -0.023864746093749997 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -2 -6 -4 right_child=4 -3 3 -5 5 -7 -8 leaf_value=0 0 0 0 0 0 -0.021351354253775028 0.034003473958291619 leaf_weight=0.001386947619138823 0.0017667477337233164 0.0025056307989452806 0.0011219747839619218 0.0011668607381607457 0.0010693100896208554 0.0041159213930124236 0.0052663288027394728 leaf_count=2521 1671 4040 682 2398 494 11138 3064 internal_value=0 0.00604133 0.0160481 0.0244957 -0.00568064 -0.0142961 0.0304065 internal_weight=0.0183997 0.0114477 0.00894211 0.00755516 0.00695198 0.00518523 0.0063883 internal_count=26008 12705 8665 6144 13303 11632 3746 is_linear=0 shrinkage=0.1 Tree=668 num_leaves=7 num_cat=0 split_feature=61 327 35 355 171 353 split_gain=5.54671e-05 0.00015227 0.000175804 0.000101802 2.40204e-05 5.52773e-07 threshold=-0.025085449218749997 -0.022521972656249997 -0.056762695312499993 0.0067291259765625009 0.0042572021484375009 0.029846191406250003 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0 0 0 -0.028803073971641675 0 0.0206851687339745 0 leaf_weight=0.0011750112069286436 0.0027041613972604841 0.0013535506381008302 0.0042067283916846793 0.0013081174947426888 0.0037608042444876588 0.0011987418781167491 leaf_count=474 1750 1654 15632 1391 3378 1729 internal_value=0 -0.00463984 -0.015982 0.00749706 0.0166539 -0.0253893 internal_weight=0.0157071 0.00946318 0.00675902 0.00624393 0.00493582 0.00540547 internal_count=26008 20765 19015 5243 3852 17361 is_linear=0 shrinkage=0.1 Tree=669 num_leaves=12 num_cat=0 split_feature=339 147 324 292 149 182 280 102 78 199 123 split_gain=0.000268421 0.00039307 0.000337972 0.000264103 0.000170478 0.000168952 9.27379e-05 1.55606e-05 1.07324e-05 4.90274e-08 1.1238e-06 threshold=-0.0076904296874999991 -0.0015907287597656248 -0.015563964843749998 0.0015525817871093752 0.014739990234375002 0.040893554687500007 0.014068603515625002 0.011505126953125002 -0.018615722656249997 -0.0011787414550781248 0.0021743774414062504 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 7 5 6 -4 8 -2 -3 10 -1 right_child=2 4 3 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.0019191046439170107 0 0 -0.03734683231393273 0 0 0 0 0.0082956929940615817 0.039403889232438233 0 0 leaf_weight=0.0031844620000289758 0.0020826868945724728 0.0010134506658605611 0.0065914744603472464 0.0033791213883866966 0.0019348032504566959 0.0011184081624833198 0.0010008075155631957 0.0022610856438696203 0.0050692879143943151 0.0013327799908449131 0.001076957344810836 leaf_count=1993 2020 614 10107 2799 915 580 688 759 4845 224 464 internal_value=0 0.00906494 -0.00980426 -0.0209418 0.0238537 -0.0311981 0.0310658 0 0.0357258 0 -0.000339189 internal_weight=0.0300453 0.0146125 0.0154328 0.011089 0.00901835 0.00770988 0.00708355 0.00434377 0.00608274 0.0055942 0.00426142 internal_count=26008 9743 16265 13486 7062 10687 6147 2779 5459 2681 2457 is_linear=0 shrinkage=0.1 Tree=670 num_leaves=9 num_cat=0 split_feature=279 79 302 212 254 74 227 74 split_gain=0.000116806 0.000169903 0.000157903 0.000243933 0.000277551 0.000151603 0.000122163 4.21912e-05 threshold=-0.0045318603515624991 -0.010528564453124998 -0.0038909912109374996 0.090087890625000014 0.029357910156250003 -0.023010253906249997 0.029479980468750003 0.023132324218750003 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 -5 7 -3 right_child=2 6 -4 4 -6 -7 -8 -9 leaf_value=0 0 -0.028748931277132569 0 0 0 0.036693025572619054 0 0 leaf_weight=0.0029938499101014315 0.0015862131507127239 0.0050304714425779551 0.001852120488640808 0.0021254075467354054 0.0013514258763001061 0.0064341643354479646 0.0011263373921055475 0.0010122626043207461 leaf_count=1842 1341 8166 3035 2036 2281 5693 847 767 internal_value=0 -0.00895576 0.00514183 0.0129629 0.0210013 0.0288955 -0.0187268 -0.0248642 internal_weight=0.0235123 0.0101629 0.0133493 0.0114972 0.009911 0.00855957 0.00716907 0.00604273 internal_count=26008 11622 14386 11351 10010 7729 9780 8933 is_linear=0 shrinkage=0.1 Tree=671 num_leaves=9 num_cat=0 split_feature=327 283 142 94 119 349 2 249 split_gain=5.35653e-05 0.000179388 0.000151831 9.15475e-05 4.38165e-05 3.23438e-05 4.88063e-06 2.90416e-06 threshold=0.030334472656250003 0.055053710937500007 -0.014373779296874998 -0.032348632812499993 0.0042877197265625009 0.0076141357421875009 0.017761230468750003 -0.010833740234374998 decision_type=2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 -4 7 -7 -1 right_child=3 2 4 -5 -6 6 -8 -9 leaf_value=-0.0094266193376894986 0 0 0 -0.018608899316232465 0.030202626892539938 0.0041923182280995015 0 0 leaf_weight=0.0039666176075208153 0.0022864961361306335 0.0011592632258672353 0.0011625597155004988 0.0037170217445958711 0.0042910435793572788 0.0027769265830208667 0.0014004545393047074 0.0010150419454149091 leaf_count=6984 2355 1216 1157 8018 2722 1089 1695 772 internal_value=0 0.00322413 0.0172065 -0.00786855 0.0252468 0 0 -0.00805764 internal_weight=0.0217754 0.0157719 0.00661287 0.00600352 0.0054536 0.00915904 0.00417738 0.00498166 internal_count=26008 15635 5095 10373 3879 10540 2784 7756 is_linear=0 shrinkage=0.1 Tree=672 num_leaves=8 num_cat=0 split_feature=307 359 331 355 94 129 127 split_gain=5.175e-05 0.000171972 0.000195792 0.000175428 4.90144e-05 4.27506e-05 2.01047e-05 threshold=0.0090026855468750017 0.0048065185546875009 -0.040405273437499993 -0.010284423828124998 0.0094909667968750017 -0.033081054687499993 -0.018737792968749997 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -5 -2 right_child=4 -3 -4 5 -6 -7 -8 leaf_value=0 0 0 0 0 0 0.034056358497221571 -0.016706316032387612 leaf_weight=0.0017919349949711023 0.0010430068599305278 0.0026869015943797878 0.0017350599887109288 0.0010918737668053086 0.001076022053186243 0.0052971338263705352 0.0033116503138612696 leaf_count=1813 1534 2908 1305 1346 1678 2804 12620 internal_value=0 0.0047504 0.0142165 0.0220068 -0.00655153 0.0299117 -0.0128874 internal_weight=0.0180336 0.0126029 0.009916 0.00818094 0.00543068 0.00638901 0.00435466 internal_count=26008 10176 7268 5963 15832 4150 14154 is_linear=0 shrinkage=0.1 Tree=673 num_leaves=5 num_cat=0 split_feature=104 327 35 304 split_gain=6.31396e-05 0.000208685 0.000209215 2.79237e-05 threshold=0.043334960937500007 -0.016418457031249997 -0.056762695312499993 -0.010040283203124998 decision_type=2 2 2 2 left_child=1 -1 -3 -2 right_child=3 2 -4 -5 leaf_value=0 0 0 -0.027550269004258401 0.014343459369775319 leaf_weight=0.0033973734592889224 0.0011169763500724628 0.0015125361821493053 0.0057172225283077509 0.0036461395134148597 leaf_count=3034 492 1602 17313 3567 internal_value=0 -0.00388612 -0.0176308 0.00994306 internal_weight=0.0153902 0.0106271 0.00722976 0.00476312 internal_count=26008 21949 18915 4059 is_linear=0 shrinkage=0.1 Tree=674 num_leaves=8 num_cat=0 split_feature=217 38 18 244 341 77 163 split_gain=0.000231197 0.000348175 0.000325392 0.000301305 0.000232592 9.99243e-05 3.14132e-05 threshold=0.010406494140625002 -0.0080261230468749983 0.027648925781250003 -0.0082092285156249983 0.0038681030273437504 0.014129638671875002 -0.00098800659179687478 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -5 -6 right_child=1 -3 -4 5 6 -7 -8 leaf_value=0 0 0 0 -0.038122514826215224 0 0 0.037446951542632265 leaf_weight=0.0050739681516445137 0.002757545343111012 0.0048002099466772927 0.0035771747371899911 0.0058144222859066738 0.0010305010272766433 0.0011913420446787448 0.0051699457401834783 leaf_count=4786 2354 4080 1726 6475 578 1875 4134 internal_value=0 0.00905431 -0.0086963 -0.0191674 0.0226845 -0.0326122 0.0334448 internal_weight=0.0294151 0.0137582 0.0156569 0.0120797 0.00895799 0.00700576 0.00620045 internal_count=26008 11146 14862 13136 7066 8350 4712 is_linear=0 shrinkage=0.1 Tree=675 num_leaves=9 num_cat=0 split_feature=143 254 358 290 254 327 359 163 split_gain=0.000118175 0.00021352 0.000337221 0.000144272 0.000104746 8.50662e-05 6.73162e-05 3.82666e-06 threshold=-0.024108886718749997 -0.0055694580078124991 0.022888183593750003 -0.0038681030273437496 0.026062011718750003 0.00039100646972656255 -0.044799804687499993 -0.011016845703124998 decision_type=2 2 2 2 2 2 2 2 left_child=4 -2 3 6 5 -1 -3 -8 right_child=1 2 -4 -5 -6 -7 7 -9 leaf_value=0 0 0 0 0 0 0.022002313929170639 0 -0.041008940357650993 leaf_weight=0.0011150751660728977 0.0046817562479164474 0.0012488486555088949 0.0025105493844952429 0.0010242430586906428 0.0012576231529681792 0.005173909996829984 0.001027267747002015 0.0048977456120069532 leaf_count=938 5656 989 1802 1070 1101 4119 732 9551 internal_value=0 -0.00611326 -0.0159091 -0.0272387 0.00896538 0.0162175 -0.0323881 -0.0371981 internal_weight=0.022937 0.0153904 0.0107087 0.00819811 0.00754661 0.00628899 0.00717386 0.00592501 internal_count=25958 19800 14144 12342 6158 5057 11272 10283 is_linear=0 shrinkage=0.1 Tree=676 num_leaves=7 num_cat=0 split_feature=93 15 292 271 33 82 split_gain=7.31173e-05 0.000192121 0.000191276 0.000158163 0.000138152 9.07434e-06 threshold=0.019592285156250003 0.014617919921875002 -0.041137695312499993 0.024597167968750003 0.016296386718750003 0.038940429687500007 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 right_child=3 -3 -4 -5 -6 -7 leaf_value=0 0.027415439712412573 0 -0.027537933158187367 0 0 0 leaf_weight=0.0014842021712846432 0.0046716033021496628 0.004590870905853528 0.0054168492345869623 0.0026511412069680773 0.0016324448439060113 0.0010134890581428024 leaf_count=2297 1651 5376 12721 1337 2114 462 internal_value=0 -0.00488153 -0.0178346 0.00677321 0.0166925 0.0245287 internal_weight=0.0214606 0.0114919 0.00690105 0.00996868 0.00731754 0.00568509 internal_count=25958 20394 15018 5564 4227 2113 is_linear=0 shrinkage=0.1 Tree=677 num_leaves=7 num_cat=0 split_feature=74 33 325 29 48 158 split_gain=7.29616e-05 0.000281573 0.000239015 9.14025e-05 8.3465e-05 0.00011637 threshold=-0.0099792480468749983 0.051147460937500007 0.00025367736816406255 0.026306152343750003 0.0047149658203125009 -0.00022077560424804685 decision_type=2 2 2 2 2 2 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.028288400283733296 0 0 0 0 0.031521088008378322 0 leaf_weight=0.005118539034751679 0.0028213598277946339 0.0017042425381692539 0.0013781024745265213 0.0010028071030521168 0.0047825260654024149 0.0010008042768419045 leaf_count=12509 7269 1946 913 939 2028 354 internal_value=0 -0.00684149 0.00603288 -0.0227996 0.0196083 0.0249083 internal_weight=0.0178084 0.00782559 0.00998279 0.00612135 0.00716143 0.00578333 internal_count=25958 15394 10564 13448 3295 2382 is_linear=0 shrinkage=0.1 Tree=678 num_leaves=7 num_cat=0 split_feature=104 287 304 285 35 171 split_gain=4.3603e-05 0.000206068 0.000119909 8.04858e-05 7.12653e-05 1.58174e-05 threshold=0.032836914062500007 -0.0096740722656249983 -0.015472412109374998 0.012542724609375002 -0.057495117187499993 0.038208007812500007 decision_type=2 2 2 2 2 2 left_child=1 -1 -2 -4 -3 -6 right_child=2 4 3 -5 5 -7 leaf_value=0 0 0 0 0.022583817609639085 -0.029125062731770669 0 leaf_weight=0.002700901092493436 0.0012574827434486124 0.0010382093133203272 0.0010517750419110081 0.0045355975014409466 0.0036051993737593584 0.0010071346670281756 leaf_count=2417 747 1545 1145 4512 13704 1888 internal_value=0 -0.00389476 0.00672263 0.0164308 -0.019675 -0.0250749 internal_weight=0.0151963 0.00835144 0.00684486 0.00558737 0.00565054 0.00461233 internal_count=25958 19554 6404 5657 17137 15592 is_linear=0 shrinkage=0.1 Tree=679 num_leaves=10 num_cat=0 split_feature=278 237 191 312 25 123 350 331 240 split_gain=0.000191929 0.000277069 0.000210857 0.000193212 0.000192835 0.000208251 0.000157744 0.000135249 4.91706e-05 threshold=0.00081443786621093761 -0.031127929687499997 -0.034301757812499993 0.00088691711425781261 0.035522460937500007 0.012908935546875002 -0.039428710937499993 -0.087646484374999986 -0.031616210937499993 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -3 5 -1 -5 -8 -9 right_child=1 3 -4 6 -6 -7 7 8 -10 leaf_value=-0.032571485782525604 0 0 0 0 0 0 0 0 0.038203590274585024 leaf_weight=0.0067321743179289406 0.0034395989645972245 0.0014501670538678022 0.0050551994580807511 0.0012699945906682339 0.0013542737239164993 0.0010098381683922852 0.0013423482427903392 0.0011038816337265471 0.0061807701843896671 leaf_count=10629 2012 869 4570 956 612 1132 487 481 4210 internal_value=0 0.0077865 -0.00850134 0.0179773 -0.0185538 -0.0255643 0.0237857 0.0288426 0.0342177 internal_weight=0.0289382 0.0147868 0.0141515 0.0113472 0.00909629 0.00774201 0.00989699 0.008627 0.00728465 internal_count=25958 9015 16943 7003 12373 11761 6134 5178 4691 is_linear=0 shrinkage=0.1 Tree=680 num_leaves=6 num_cat=0 split_feature=74 206 189 127 359 split_gain=9.8515e-05 0.000271553 0.000194367 0.000135286 9.216e-05 threshold=0.0062713623046875009 0.047973632812500007 -0.020812988281249997 -0.0097961425781249983 0.00027847290039062505 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=0 0 0 -0.029061472836641622 0.023011446025811563 0 leaf_weight=0.0020349965807779933 0.0017035040858228712 0.0063297141138356503 0.0060931148305791707 0.0052362220581558816 0.0010680272305316763 leaf_count=1901 1472 6485 10574 4836 690 internal_value=0 -0.00580307 -0.0198492 0.00788821 0.0171357 internal_weight=0.0224656 0.0144578 0.00812811 0.00800775 0.00630425 internal_count=25958 18960 12475 6998 5526 is_linear=0 shrinkage=0.1 Tree=681 num_leaves=7 num_cat=0 split_feature=239 330 326 59 275 283 split_gain=6.28229e-05 0.00023871 0.000150109 0.000138565 0.000122697 0.000111277 threshold=-0.0003309249877929687 -0.0084533691406249983 -0.034545898437499993 -0.056518554687499993 0.031616210937500007 0.043823242187500007 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -4 -2 right_child=3 2 4 -5 -6 -7 leaf_value=0 0 0 -0.032436053643553307 0 0 0.027007092306805598 leaf_weight=0.004466892684142465 0.0010536631605999602 0.0011507083552211306 0.0050659802566701551 0.0043477149070145771 0.0010044301188094629 0.0039922230234203937 leaf_count=4599 920 2772 9659 3939 1496 2573 internal_value=0 -0.0042866 -0.0189819 0.0066344 -0.0259979 0.0188825 internal_weight=0.0210816 0.011688 0.00722112 0.0093936 0.00607041 0.00504589 internal_count=25958 18526 13927 7432 11155 3493 is_linear=0 shrinkage=0.1 Tree=682 num_leaves=7 num_cat=0 split_feature=84 10 150 355 56 310 split_gain=3.59378e-05 0.000106606 8.79979e-05 0.000118873 6.98154e-05 6.53274e-07 threshold=-0.017150878906249997 0.057495117187500007 -0.029968261718749997 -0.018249511718749997 -0.015167236328124998 -0.0067596435546874991 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0 0 0 0 0.023900147389596501 -0.01923644691275752 0 leaf_weight=0.0010064832407468138 0.0013724871875848699 0.0029612652194446198 0.0019068732622180562 0.0040081237144606874 0.0051597193024504051 0.0010111814134670105 leaf_count=1893 2313 3850 2083 2437 12338 1044 internal_value=0 -0.00398705 0.00508146 0.0130842 -0.0140149 0.021327 internal_weight=0.0174261 0.00912747 0.00829867 0.00639179 0.0061662 0.00501931 internal_count=25958 18081 7877 5794 14231 3481 is_linear=0 shrinkage=0.1 Tree=683 num_leaves=7 num_cat=0 split_feature=197 104 304 35 180 104 split_gain=3.50762e-05 0.000149565 0.00014292 0.000131294 5.53784e-05 4.39808e-06 threshold=-0.018005371093749997 0.0084533691406250017 -0.017150878906249997 -0.043090820312499993 0.019104003906250003 0.049438476562500007 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 -1 -4 -5 right_child=1 2 4 5 -6 -7 leaf_value=0 0 0 0.028208366881248004 -0.023724401180362866 0 0 leaf_weight=0.0017696926029762148 0.0026816032402385837 0.0011481923916978332 0.0046131145069603363 0.0026926946906380422 0.0010076936843437245 0.0010149191921904333 leaf_count=1635 6366 902 4145 10471 1539 900 internal_value=0 0.00450847 0.0157903 -0.00538216 0.0235486 -0.0199227 internal_weight=0.0149279 0.0094506 0.006769 0.00547731 0.00562081 0.00370761 internal_count=25958 12952 6586 13006 5684 11371 is_linear=0 shrinkage=0.1 Tree=684 num_leaves=11 num_cat=0 split_feature=141 258 165 209 217 199 326 240 37 11 split_gain=0.000170192 0.000217633 0.000216728 0.000302567 0.000233931 0.000168623 0.000143136 0.000134516 4.04764e-05 2.73729e-05 threshold=-0.037231445312499993 0.026550292968750003 -0.0076141357421874991 -0.020690917968749997 0.028625488281250003 -0.038208007812499993 0.019226074218750003 -0.035034179687499993 0.050170898437500007 0.013275146484375002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 7 3 -1 5 -5 9 -2 -9 -7 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 leaf_value=0 0 0 0 0 0 -0.040057516682250417 0 0.031816634836597878 0 0 leaf_weight=0.002747785047459316 0.0018311556179124722 0.0022857221770271607 0.0030861549835377025 0.0013829162224379141 0.0016959616500269439 0.0072329696120765376 0.0010819347635600005 0.0048855578584685588 0.0010519055809972144 0.0010309097226333108 leaf_count=2296 776 3299 2501 1687 913 9204 462 2987 1010 823 internal_value=0 0.0100693 -0.00611392 -0.013705 -0.0217459 -0.0276709 -0.0325485 0.0202821 0.0276547 -0.0370312 internal_weight=0.028313 0.0100543 0.0182586 0.0151725 0.0124247 0.0107287 0.00934581 0.00776862 0.00593746 0.00826388 internal_count=25958 8072 17886 15385 13089 12176 10489 4773 3997 10027 is_linear=0 shrinkage=0.1 Tree=685 num_leaves=8 num_cat=0 split_feature=74 206 179 352 70 213 212 split_gain=6.85652e-05 0.000232378 0.000164223 0.000129437 0.000103074 8.81217e-05 1.05108e-08 threshold=0.0062713623046875009 0.047973632812500007 -0.018127441406249997 -0.029479980468749997 0.024230957031250003 0.036499023437500007 0.10083007812500001 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -4 -2 -3 right_child=3 6 4 -5 -6 -7 -8 leaf_value=0 0.022516202038293069 0 -0.030519771276676516 0 0 0 0.00015481936391435508 leaf_weight=0.0011518044107430301 0.0049737642532852178 0.0018741075133448257 0.0057290633365369983 0.0018860046191884194 0.0010670857282448765 0.0010144652354444617 0.0043851182303820124 leaf_count=1156 5072 1722 10198 1446 1121 480 4763 internal_value=0 -0.00488939 -0.0183059 0.0066289 -0.0251702 0.016551 0 internal_weight=0.0220814 0.0142072 0.00794795 0.00787423 0.00679615 0.00598823 0.00625923 internal_count=25958 18960 12475 6998 11319 5552 6485 is_linear=0 shrinkage=0.1 Tree=686 num_leaves=7 num_cat=0 split_feature=239 2 17 326 60 194 split_gain=4.13635e-05 0.000175433 0.000131931 0.000120481 0.00013155 4.50951e-05 threshold=-0.0003309249877929687 0.010162353515625002 0.018493652343750003 0.0090026855468750017 -0.031860351562499993 0.0047454833984375009 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 5 -2 right_child=3 2 -4 -5 -6 -7 leaf_value=0 0 -0.025151675141974091 0 0 0 0.026575407169974963 leaf_weight=0.0042687669421210828 0.0014240614819600594 0.0050548422695944062 0.0021433806873503158 0.0018788505432985048 0.0012948096283986743 0.0046170198309232191 leaf_count=4371 1401 11010 3145 1445 1645 2941 internal_value=0 -0.00328974 -0.0161541 0.00560542 0.0142724 0.0215667 internal_weight=0.0206817 0.011467 0.00719822 0.00921474 0.00733589 0.00604108 internal_count=25958 18526 14155 7432 5987 4342 is_linear=0 shrinkage=0.1 Tree=687 num_leaves=7 num_cat=0 split_feature=71 56 150 36 283 97 split_gain=3.04543e-05 0.000135631 9.58159e-05 7.75439e-05 6.33578e-05 2.9784e-05 threshold=0.033813476562500007 -0.0099792480468749983 -0.027282714843749997 0.015930175781250003 0.010650634765625002 -0.035766601562499993 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -2 -3 -6 right_child=2 4 -4 -5 5 -7 leaf_value=0 0.020099483302642614 0 0 0 0 -0.022249259425603452 leaf_weight=0.0022808442671986553 0.0047566877632654325 0.0015349686878094468 0.0014107634879643163 0.0012511205849516926 0.0010603252065788374 0.0048566848321591758 leaf_count=2718 3542 1798 2825 2066 613 12396 internal_value=0 -0.00345949 0.00503486 0.0138126 -0.0140584 -0.0188676 internal_weight=0.0171514 0.00973282 0.00741857 0.00600781 0.00745198 0.00591701 internal_count=25958 17525 8433 5608 14807 13009 is_linear=0 shrinkage=0.1 Tree=688 num_leaves=6 num_cat=0 split_feature=195 183 197 364 61 split_gain=2.66759e-05 0.000132541 0.000158686 4.90885e-05 3.69346e-05 threshold=0.071044921875000014 -0.0067596435546874991 -0.025817871093749997 0.027893066406250003 -0.0020980834960937496 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -4 right_child=3 2 4 -5 -6 leaf_value=0 -0.013186890491426823 0 0.027383120762288018 0 0 leaf_weight=0.002427285404051017 0.0037704854259239537 0.0018219868780282597 0.0045124401337695028 0.0010139565436224629 0.0010990048928958248 leaf_count=5512 9694 3944 3236 1176 2396 internal_value=0 0.00321582 0.0138572 -0.00586868 0.0231767 internal_weight=0.0146452 0.00986072 0.00743343 0.00478444 0.00561145 internal_count=25958 15088 9576 10870 5632 is_linear=0 shrinkage=0.1 Tree=689 num_leaves=10 num_cat=0 split_feature=200 311 350 295 235 245 360 245 259 split_gain=0.000141221 0.000289683 0.000242349 0.000217511 0.000147412 5.4225e-05 2.93954e-05 9.95047e-06 8.82016e-06 threshold=-0.021057128906249997 0.23388671875000003 -0.0002121925354003906 -0.033081054687499993 -0.019226074218749997 -0.046264648437499993 0.0029678344726562504 -0.016784667968749997 -0.0085754394531249983 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 2 4 6 -2 -6 -1 8 -3 right_child=1 7 -4 -5 5 -7 -8 -9 -10 leaf_value=0 0 0 0 0 0 -0.036406834658508191 0.025571689616355614 0 0.0085805192017145912 leaf_weight=0.001095593992985755 0.001003958507263647 0.0010507345744397156 0.0033801026721711489 0.0045532391563645191 0.001583512638632989 0.005967201083013407 0.0050598065921549917 0.0015111610912956755 0.0025494626456028513 leaf_count=810 580 681 2099 2667 2800 9972 3978 901 1470 internal_value=0 -0.00579582 -0.0170499 0.00885464 -0.026246 -0.0312358 0.0221307 0 0.00525724 internal_weight=0.0277548 0.0170461 0.0119348 0.0107086 0.00855467 0.00755071 0.0061554 0.00511136 0.0036002 internal_count=25958 18503 15451 7455 13352 12772 4788 3052 2151 is_linear=0 shrinkage=0.1 Tree=690 num_leaves=8 num_cat=0 split_feature=143 45 46 74 191 358 148 split_gain=7.34943e-05 0.000162674 0.000191021 0.000190094 0.000127582 8.05885e-05 0.000131273 threshold=-0.0080871582031249983 -0.027160644531249997 -0.016418457031249997 -0.031616210937499993 -0.024963378906249997 0.018493652343750003 0.036254882812500007 decision_type=2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -5 6 -2 right_child=5 2 3 4 -6 -7 -8 leaf_value=0 -0.025154115492211051 0 0 0.033392460244693466 0 0 0 leaf_weight=0.0026004343310113151 0.0043080247316940046 0.0018375950741651445 0.001871799433053491 0.0061354833260711689 0.0011132147127064194 0.0019751280972490903 0.0019041600335101272 leaf_count=4013 7476 1203 2349 5353 616 2278 2652 internal_value=0 0.0030693 0.0126533 0.0200451 0.0277093 -0.00861191 -0.0150822 internal_weight=0.0217458 0.0135585 0.0109581 0.0091205 0.0072487 0.00818731 0.00621218 internal_count=25940 13534 9521 8318 5969 12406 10128 is_linear=0 shrinkage=0.1 Tree=691 num_leaves=7 num_cat=0 split_feature=33 327 265 306 327 288 split_gain=5.39577e-05 0.000160282 0.000121576 0.000106158 7.51907e-05 1.56637e-05 threshold=0.0028610229492187504 0.013092041015625002 -0.013763427734374998 0.094970703125000014 0.044311523437500007 0.030944824218750003 decision_type=2 2 2 2 2 2 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0 0 -0.019759255020909042 0.02699521909513794 0 0 0 leaf_weight=0.0021765089500069843 0.0049147996789606907 0.0044504779316105747 0.0049272252723180365 0.0013640207154219652 0.0012104698272290548 0.0012534882804806635 leaf_count=1321 6784 12139 2420 1560 816 900 internal_value=0 -0.00379354 0.00608522 0.013605 0.0190495 0.0235713 internal_weight=0.020297 0.00936528 0.0109317 0.0087552 0.00739118 0.00618071 internal_count=25940 18923 7017 5696 4136 3320 is_linear=0 shrinkage=0.1 Tree=692 num_leaves=7 num_cat=0 split_feature=331 128 252 134 201 125 split_gain=4.47959e-05 0.000132556 9.91268e-05 8.34073e-05 5.07813e-05 1.61896e-05 threshold=-0.061157226562499993 0.011749267578125002 0.0035171508789062504 0.053588867187500007 -0.039184570312499993 0.011016845703125002 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -4 right_child=3 2 5 -5 -6 -7 leaf_value=0 0 0 0 0 -0.018027157407180711 0.02590716206020173 leaf_weight=0.0017871844904471246 0.0010375019263202381 0.0022694946660433146 0.0010567943836363725 0.0021699150795804201 0.0045244612044921251 0.0041690694975438092 leaf_count=5763 2589 3288 467 1127 9494 3212 internal_value=0 0.00586668 0.0148147 -0.00407626 -0.0131552 0.0224605 internal_weight=0.0170144 0.00928254 0.00749536 0.00773188 0.00556196 0.00522586 internal_count=25940 12730 6967 13210 12083 3679 is_linear=0 shrinkage=0.1 Tree=693 num_leaves=7 num_cat=0 split_feature=61 110 355 286 195 180 split_gain=2.88639e-05 7.79849e-05 4.96873e-05 2.99029e-05 4.28259e-05 3.34108e-06 threshold=-0.015808105468749997 0.013885498046875002 0.0073089599609375009 -0.024841308593749997 0.039428710937500007 0.018737792968750003 decision_type=2 2 2 2 2 2 left_child=1 2 5 -2 -5 -1 right_child=3 -3 -4 4 -6 -7 leaf_value=0.020359200914345257 0 0 0 0 -0.01501929169911926 0 leaf_weight=0.0032476101512513011 0.0010425050160218774 0.0022747226982553492 0.0011619656193171402 0.0010648921917595366 0.0043440303577604311 0.0010443023835033927 leaf_count=3086 562 3068 976 1679 15892 677 internal_value=0 0.00215825 0.0122307 -0.00625779 -0.0100991 0.0174888 internal_weight=0.01418 0.0077286 0.00545388 0.00645143 0.00540892 0.00429191 internal_count=25940 7807 4739 18133 17571 3763 is_linear=0 shrinkage=0.1 Tree=694 num_leaves=9 num_cat=0 split_feature=245 69 246 252 217 37 143 209 split_gain=0.000137209 0.000234408 0.000236668 0.000234186 0.000178739 0.00015767 8.4763e-05 3.31654e-05 threshold=-0.021179199218749997 -0.015167236328124998 0.054077148437500007 0.00071144104003906261 -0.011810302734374998 0.051391601562500007 -0.024108886718749997 -0.019836425781249997 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 4 -2 -3 6 -6 -5 right_child=3 2 -4 7 5 -7 -8 -9 leaf_value=0 0 0 0 0 0 0 0.039250268582980662 -0.027199420270261978 leaf_weight=0.0037570768638026655 0.0051171975576083106 0.0012433972381109557 0.0032568650259685592 0.0010276752644440279 0.0010110056252559127 0.0011633801473349692 0.0061387621423283347 0.0047455229355488626 leaf_count=2905 3102 728 3851 948 718 1437 5484 6767 internal_value=0 0.00568114 0.0149893 -0.00876822 0.0234286 0.0290862 0.0347014 -0.0234664 internal_weight=0.0274609 0.0165705 0.0128134 0.0108904 0.00955655 0.00831315 0.00714977 0.0057732 internal_count=25940 15123 12218 10817 8367 7639 6202 7715 is_linear=0 shrinkage=0.1 Tree=695 num_leaves=9 num_cat=0 split_feature=189 65 107 46 76 205 122 100 split_gain=6.99155e-05 0.000148223 0.000176667 0.000178843 0.000132437 0.000134387 0.00012163 6.95873e-05 threshold=1.0000000180025095e-35 0.00094223022460937511 0.040161132812500007 -0.024108886718749997 -0.090576171874999986 0.036987304687500007 0.0071258544921875009 -0.025451660156249997 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -2 7 -5 -6 right_child=4 -3 -4 6 5 -7 -8 -9 leaf_value=0 0 0 0 0.035041283659667757 0 0 0 -0.027949722691715057 leaf_weight=0.0010357071263022996 0.0011435343069639003 0.0041838205637985135 0.0016624169397330135 0.0051808637097998647 0.0010150199757457123 0.0010503511212309746 0.0010388686106637124 0.0050632209560799168 leaf_count=625 1262 4868 1531 5127 1926 1017 826 8758 internal_value=0 0.00287016 0.0133533 0.0215096 -0.0084541 -0.0163927 0.0287619 -0.0231571 internal_weight=0.0213738 0.0131017 0.00891786 0.00725544 0.00827213 0.00712859 0.00621973 0.00607824 internal_count=25940 12977 8109 6578 12963 11701 5953 10684 is_linear=0 shrinkage=0.1 Tree=696 num_leaves=8 num_cat=0 split_feature=249 102 12 310 45 366 244 split_gain=4.65e-05 0.000161448 0.000113979 7.43312e-05 9.79777e-05 2.56693e-05 1.37058e-05 threshold=-0.020690917968749997 0.010040283203125002 0.0065460205078125009 -0.0013618469238281248 -0.039916992187499993 0.00035476684570312505 -0.023864746093749997 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 6 -6 right_child=1 -3 -4 -5 5 -7 -8 leaf_value=0 0.026860160178920067 0 0 0 0 0 -0.026451248250808537 leaf_weight=0.0011460464843500162 0.0043908291841616709 0.0020031231468742305 0.0018585198468517028 0.0054543571086105302 0.0010153965915731256 0.0010346804035430424 0.003098957319580542 leaf_count=1516 2480 2340 2833 3980 1325 1252 10214 internal_value=0 0.00707928 0.0180145 -0.00209189 -0.0112359 -0.0185641 -0.022219 internal_weight=0.0200019 0.00825247 0.00624935 0.0117494 0.00629508 0.00514903 0.00411435 internal_count=25940 7653 5313 18287 14307 12791 11539 is_linear=0 shrinkage=0.1 Tree=697 num_leaves=7 num_cat=0 split_feature=149 47 128 359 97 97 split_gain=4.70491e-05 0.000111294 6.57102e-05 8.87842e-05 3.82778e-05 3.06948e-05 threshold=0.013824462890625002 0.0047760009765625009 0.022277832031250003 0.0054779052734375009 -0.0074920654296874991 -0.033813476562499993 decision_type=2 2 2 2 2 2 left_child=1 -1 -2 4 -4 -3 right_child=2 5 3 -5 -6 -7 leaf_value=0 0 0 0.024938279789648913 0 0 -0.019146147407430526 leaf_weight=0.003547783403864857 0.0020567509159712394 0.0010480683777047695 0.0036891835681895913 0.0012200631071728196 0.0010000170511390571 0.0041566277175351107 leaf_count=7717 1748 1145 1292 576 832 12630 internal_value=0 -0.0034443 0.00678437 0.0131623 0.0201906 -0.01529 internal_weight=0.0167185 0.00875248 0.00796601 0.00590926 0.0046892 0.0052047 internal_count=25940 21492 4448 2700 2124 13775 is_linear=0 shrinkage=0.1 Tree=698 num_leaves=5 num_cat=0 split_feature=35 335 104 104 split_gain=1.4313e-05 0.00016583 0.00018271 3.36555e-05 threshold=-0.038940429687499993 -0.0092468261718749983 0.052856445312500007 0.016540527343750003 decision_type=2 2 2 2 left_child=3 -2 -3 -1 right_child=1 2 -4 -5 leaf_value=0 0 -0.027543308276653675 0 0.010057872942428039 leaf_weight=0.0012848841934400843 0.0031418195649437495 0.0047367448141715221 0.0011525800559457622 0.0036735626844563996 leaf_count=3558 2855 15701 991 2835 internal_value=0 -0.00345913 -0.0173184 0.00265935 internal_weight=0.0139896 0.00903114 0.00588932 0.00495845 internal_count=25940 19547 16692 6393 is_linear=0 shrinkage=0.1 Tree=699 num_leaves=9 num_cat=0 split_feature=292 295 92 76 350 25 376 149 split_gain=0.000128426 0.000249329 0.000227978 0.000219546 0.000193566 0.000143467 0.000136889 6.50267e-06 threshold=-0.0067901611328124991 -0.058715820312499993 0.012420654296875002 -0.067626953124999986 0.0049591064453125009 0.039428710937500007 0.039916992187500007 0.019104003906250003 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 5 6 -3 -5 right_child=2 4 3 7 -6 -7 -8 -9 leaf_value=0 0 -0.036045293153793456 0 0.03129857900068244 0 0 0 0 leaf_weight=0.0028238148305210773 0.0058970855721001145 0.0061141756157279126 0.0017337547092499692 0.0052195426686401083 0.0021213598695197797 0.0010399137992171958 0.0010016235561982612 0.0010350379565595702 leaf_count=3988 4380 9859 1901 3336 1217 564 333 362 internal_value=0 -0.00736917 0.00642288 0.018897 -0.0176588 -0.0251054 -0.0303975 0.0284094 internal_weight=0.0269863 0.0131009 0.0138854 0.00798834 0.0102771 0.00815571 0.0071158 0.00625458 internal_count=25940 15961 9979 5599 11973 10756 10192 3698 is_linear=0 shrinkage=0.1 Tree=700 num_leaves=9 num_cat=0 split_feature=296 140 161 203 282 121 58 191 split_gain=6.83191e-05 0.000138349 0.000114153 0.000110977 9.28248e-05 8.10061e-05 6.4726e-05 2.22759e-05 threshold=-0.0092468261718749983 0.069091796875000014 0.015808105468750003 -0.040161132812499993 0.011138916015625002 0.0051727294921875009 0.044067382812500007 -0.033813476562499993 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 -1 6 7 -5 -4 right_child=2 -3 5 4 -6 -7 -8 -9 leaf_value=0 0 0 0.025651415716748439 -0.03042621387234655 0 0 0 0 leaf_weight=0.0013312803121952052 0.0031039133143120345 0.003206475219307948 0.0035698335167992923 0.0049444489562042717 0.0014390102678643046 0.0011631792164825683 0.0010229908024665946 0.0011994293556654156 leaf_count=738 4663 2852 3759 9571 901 1390 872 1194 internal_value=0 -0.00652542 0.00439559 -0.0147154 -0.0201321 0.0148947 -0.025663 0.0211142 internal_weight=0.0209806 0.0119442 0.00903636 0.00873773 0.00740645 0.00593244 0.00596744 0.00476926 internal_count=25940 14934 11006 12082 11344 6343 10443 4953 is_linear=0 shrinkage=0.1 Tree=701 num_leaves=10 num_cat=0 split_feature=213 306 206 347 102 215 337 366 17 split_gain=3.24866e-05 9.79815e-05 9.65281e-05 0.000100221 8.31045e-05 7.56154e-05 7.8803e-05 4.66618e-05 2.49693e-05 threshold=0.017272949218750003 0.053100585937500007 0.046997070312500007 -0.00082206726074218739 -0.014678955078124998 -0.042114257812499993 -0.029968261718749997 0.0041046142578125009 0.024719238281250003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -3 -2 -7 8 -6 right_child=2 4 -4 -5 7 6 -8 -9 -10 leaf_value=0 0 0 0 0 -0.027992921288599266 0 0.029315054206725474 0 0 leaf_weight=0.0024732614647846596 0.0010047271273654354 0.0010245622381699349 0.0024063481156759723 0.0015346533522055941 0.0033118312609015099 0.0013823076504859708 0.0043851950518396512 0.001132747162704284 0.0010286291303556183 leaf_count=2880 920 1770 2694 878 9863 933 2752 921 2329 internal_value=0 -0.0027533 0.00489652 0.0121294 -0.0126987 0.0181232 0.0227327 -0.0185279 -0.023246 internal_weight=0.0196843 0.00897103 0.0107132 0.00830688 0.00649777 0.00677223 0.0057675 0.00547321 0.00434046 internal_count=25940 17763 8177 5483 14883 4605 3685 13113 12192 is_linear=0 shrinkage=0.1 Tree=702 num_leaves=7 num_cat=0 split_feature=149 359 97 135 33 306 split_gain=3.10563e-05 9.24841e-05 0.000121375 5.60165e-05 5.01198e-05 5.89709e-05 threshold=0.0072479248046875009 0.0048065185546875009 -0.0076904296874999991 0.024597167968750003 0.054565429687500007 0.094970703125000014 decision_type=2 2 2 2 2 2 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.01888595854520414 0.025395984144471459 0 0 0 0 0 leaf_weight=0.0033178533183990657 0.0045224765389226818 0.0020681301396119345 0.0020884836433605614 0.0011038055524257295 0.0010015919822845554 0.0023287422703135441 leaf_count=12597 2144 1534 2834 571 2121 4139 internal_value=0 0.00472114 0.0121714 0.0204661 -0.00373029 -0.010254 internal_weight=0.0164311 0.0097829 0.00771477 0.00562628 0.00664819 0.0056466 internal_count=25940 7083 5549 2715 18857 16736 is_linear=0 shrinkage=0.1 Tree=703 num_leaves=7 num_cat=0 split_feature=61 104 110 101 104 110 split_gain=1.3511e-05 8.85633e-05 9.35355e-05 5.40802e-05 3.2531e-05 2.70108e-05 threshold=-0.015808105468749997 0.0084533691406250017 0.013885498046875002 0.11791992187500001 0.049926757812500007 -0.020568847656249997 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 5 -2 right_child=3 2 -4 -5 -6 -7 leaf_value=0 0 0.021201361123973236 0 0 0 -0.020475374379098278 leaf_weight=0.0017163244003892686 0.0010004954701758884 0.0041390323962318121 0.0016738711580339682 0.0012992923069767848 0.0010073070174154708 0.0029382048443253872 leaf_count=2532 1578 3768 1507 1895 819 13841 internal_value=0 0.00229064 0.0126156 -0.00391255 -0.0113433 -0.0156259 internal_weight=0.0137745 0.00752923 0.0058129 0.0062453 0.00494601 0.0039387 internal_count=25940 7807 5275 18133 16238 15419 is_linear=0 shrinkage=0.1 Tree=704 num_leaves=9 num_cat=0 split_feature=203 290 70 20 48 119 237 92 split_gain=0.00012111 0.000204643 0.000198635 0.000141736 0.000116638 8.07041e-05 1.73886e-06 8.59117e-06 threshold=0.014068603515625002 -0.053588867187499993 -0.022766113281249997 -0.0063018798828124991 0.010711669921875002 -0.012115478515624998 -0.031616210937499993 0.0033340454101562504 decision_type=2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -4 -1 -8 right_child=3 2 5 -5 -6 -7 7 -9 leaf_value=0 0.026062270072807259 0 0 0 0 -0.030600015945224952 0 0.0047816120710621537 leaf_weight=0.0019182498988090657 0.0048897570394288437 0.0025087386366591238 0.0010100574969045253 0.002363304853044923 0.0025628048380745838 0.0056744077180144199 0.0010333924829097887 0.0045180487897713562 leaf_count=1505 3311 1475 1316 614 2741 12050 310 2618 internal_value=0 -0.00533068 -0.0165562 0.00866853 0.0170046 -0.0259642 0 0.00176982 internal_weight=0.0264788 0.0166629 0.0091932 0.00981587 0.00745256 0.00668447 0.00746969 0.00555144 internal_count=25940 19274 14841 6666 6052 13366 4433 2928 is_linear=0 shrinkage=0.1 Tree=705 num_leaves=9 num_cat=0 split_feature=46 362 122 290 189 257 70 359 split_gain=4.94013e-05 0.000183754 0.00017825 0.000126466 0.000129375 7.86213e-05 7.34186e-05 6.19404e-06 threshold=-0.0019760131835937496 -0.058227539062499993 0.011688232421875002 -0.0025863647460937496 -0.019348144531249997 0.0024795532226562504 -0.020324707031249997 -0.024841308593749997 decision_type=2 2 2 2 2 2 2 2 left_child=3 2 5 4 -1 -2 -7 -3 right_child=1 7 -4 -5 -6 6 -8 -9 leaf_value=0 0 0 0 0 -0.024938033700119745 0 0.03542866223303251 -0.0042033342748936447 leaf_weight=0.001519984614347436 0.0010426393712039675 0.0025080493671842943 0.0010499580485019422 0.0010269204713964078 0.0048155490799941525 0.0010167018542102113 0.0041412091138086637 0.0035057747567730519 leaf_count=1324 844 3156 1517 924 5379 422 3753 8627 internal_value=0 0.00208362 0.0161672 -0.00769916 -0.0163859 0.0243539 0.0294182 0 internal_weight=0.0206268 0.0132643 0.00725051 0.00736245 0.00633553 0.00620055 0.00515791 0.00601382 internal_count=25946 18319 6536 7627 6703 5019 4175 11783 is_linear=0 shrinkage=0.1 Tree=706 num_leaves=8 num_cat=0 split_feature=223 339 206 159 44 306 119 split_gain=2.69834e-05 9.91217e-05 8.16993e-05 0.000110984 7.95561e-05 6.47877e-05 6.43127e-05 threshold=0.016540527343750003 0.020690917968750003 0.0031356811523437504 0.066650390625000014 0.012664794921875002 0.090087890625000014 0.0051422119140625009 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 -2 right_child=5 -3 3 4 -6 -7 -8 leaf_value=0 0 0 0 -0.028456671031790122 0 0 0.019028341064835887 leaf_weight=0.0014138608481948367 0.0010239531730835685 0.0041474644753827236 0.0014343468178950047 0.0046450379137947806 0.001090000028407978 0.0013835319922064215 0.0041785401249572196 leaf_count=1833 1377 4988 2141 10721 797 2201 1888 internal_value=0 -0.00193922 -0.0110027 -0.0160901 -0.0227411 0.00580529 0.0129304 internal_weight=0.0193167 0.0127307 0.00858325 0.00716938 0.00573504 0.00658603 0.00520249 internal_count=25946 20480 15492 13659 11518 5466 3265 is_linear=0 shrinkage=0.1 Tree=707 num_leaves=7 num_cat=0 split_feature=74 33 328 331 149 158 split_gain=1.77314e-05 0.000178532 6.73172e-05 5.77021e-05 5.20965e-05 1.26238e-06 threshold=-0.0029678344726562496 0.047973632812500007 -0.0040130615234374991 -0.039916992187499993 0.028747558593750003 -0.00090980529785156239 decision_type=2 2 2 2 2 2 left_child=1 4 3 5 -1 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.02172961932403655 0.018615766936510944 0 0 0 0 0 leaf_weight=0.0050710380190610582 0.0039012924731789411 0.0019896137883002041 0.0015930337042615586 0.0012348850677659229 0.0012417578210062175 0.0010529053725010229 leaf_count=13997 2508 2592 3871 1505 347 1126 internal_value=0 -0.00325831 0.00338501 0.0110984 -0.0172271 0.0164423 internal_weight=0.0160845 0.00830241 0.00778212 0.00618908 0.0063128 0.0049542 internal_count=25946 16936 9010 5139 14344 3634 is_linear=0 shrinkage=0.1 Tree=708 num_leaves=6 num_cat=0 split_feature=357 285 355 364 197 split_gain=1.28092e-05 7.71628e-05 8.21653e-05 4.67922e-05 8.18905e-06 threshold=0.037963867187500007 0.013214111328125002 0.0067291259765625009 0.017272949218750003 -0.017639160156249997 decision_type=2 2 2 2 2 left_child=1 -1 4 -2 -3 right_child=3 2 -4 -5 -6 leaf_value=0 -0.013168385565675171 0 0 0 0.020970485191095123 leaf_weight=0.0022806435573801132 0.0030888275582179334 0.0010342337671014334 0.0013853370428709155 0.0018430501160797697 0.0039465771398221605 leaf_count=2910 13712 1354 1845 2608 3517 internal_value=0 0.0026427 0.0114321 -0.0037051 0.0182211 internal_weight=0.0135787 0.00864679 0.00636615 0.00493188 0.00498081 internal_count=25946 9626 6716 16320 4871 is_linear=0 shrinkage=0.1 Tree=709 num_leaves=10 num_cat=0 split_feature=327 50 380 350 46 20 277 77 48 split_gain=0.000120797 0.000250265 0.000254974 0.000224522 0.000175736 0.00013234 9.07656e-05 3.60455e-05 4.69612e-06 threshold=0.017761230468750003 0.028625488281250003 0.016052246093750003 -0.036010742187499993 -0.022033691406249997 -0.0041351318359374991 0.027282714843750003 0.018371582031250003 0.0049896240234375009 decision_type=2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 -1 -5 7 -6 -3 right_child=1 8 -4 5 6 -7 -8 -9 -10 leaf_value=0 0 0 0 0.039301561284661612 -0.028883013261890619 0 0 0 -0.0040219214522846857 leaf_weight=0.0022498365819050292 0.0017018553468606257 0.0019946093127951583 0.0025044822074802306 0.005904671684986873 0.0044759745190088296 0.0018003930536187873 0.0012784737790552114 0.0010270403329308841 0.002903146937185852 leaf_count=1361 1288 1342 3427 4983 7801 824 1393 1093 2434 internal_value=0 0.00545093 0.0158756 0.0242937 -0.00885731 0.031811 -0.0190688 -0.0247595 0 internal_weight=0.0258405 0.0168092 0.0119114 0.00940692 0.00903133 0.00770506 0.00678149 0.00550301 0.00489776 internal_count=25946 14298 10522 7095 11648 5807 10287 8894 3776 is_linear=0 shrinkage=0.1 Tree=710 num_leaves=9 num_cat=0 split_feature=279 362 18 96 285 266 74 191 split_gain=5.03607e-05 0.000149837 0.00011663 0.000156814 9.85851e-05 8.50803e-05 1.85154e-05 1.0799e-05 threshold=-0.0045318603515624991 -0.075439453124999986 0.011322021484375002 -0.023010253906249997 0.032836914062500007 0.032836914062500007 0.020568847656250003 -0.021911621093749997 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 7 6 -3 -5 right_child=2 5 -4 4 -6 -7 -8 -9 leaf_value=0 0 -0.027415213327522739 0 0.028396291085868903 0 0 0 0 leaf_weight=0.0026817164336163657 0.0016610502490879151 0.0039065492457295292 0.0025490584612799525 0.0048738669096555229 0.0013638856238413766 0.0011730595306067571 0.0010378209401977756 0.0010378367435395202 leaf_count=1815 2771 7609 3140 4907 2313 1440 771 1180 internal_value=0 -0.00675773 0.00297676 0.011912 0.019744 -0.0176244 -0.0235879 0.0254268 internal_weight=0.0202848 0.00879915 0.0114857 0.00893664 0.00727559 0.00611743 0.00494437 0.0059117 internal_count=25946 11635 14311 11171 8400 9820 8380 6087 is_linear=0 shrinkage=0.1 Tree=711 num_leaves=7 num_cat=0 split_feature=93 15 292 271 349 134 split_gain=2.13489e-05 0.000109928 0.000157346 0.000108689 9.03258e-05 3.80412e-05 threshold=0.019958496093750003 0.019958496093750003 -0.031860351562499993 0.024597167968750003 -0.012420654296874998 0.036254882812500007 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -6 right_child=3 -3 -4 -5 5 -7 leaf_value=0 0 0 -0.023479035866244436 0 0.024403620797910315 0 leaf_weight=0.0023122959123194065 0.0010618243221474089 0.0030975157822918931 0.0049092857679522428 0.002314662223894981 0.0042826116180236795 0.0010114023483316359 leaf_count=3892 906 3776 12840 1306 2864 362 internal_value=0 -0.00180407 -0.0125249 0.0045551 0.0141178 0.0202461 internal_weight=0.0189896 0.0103191 0.00722158 0.0086705 0.00635584 0.00529401 internal_count=25946 20508 16732 5438 4132 3226 is_linear=0 shrinkage=0.1 Tree=712 num_leaves=6 num_cat=0 split_feature=287 284 71 267 283 split_gain=1.04073e-05 0.000107032 9.21666e-05 4.59049e-05 2.39231e-05 threshold=0.021179199218750003 -0.0085144042968749983 0.016296386718750003 0.0037460327148437504 0.0073089599609375009 decision_type=2 2 2 2 2 left_child=1 -1 -3 4 -2 right_child=3 2 -4 -5 -6 leaf_value=0 0 0 0.022163678990586154 0 -0.014373254069636583 leaf_weight=0.003247521177113688 0.0010201014595772042 0.0019177751227055229 0.0041541090208800924 0.001846246087352732 0.0036483026844542632 leaf_count=5107 1270 3235 4255 1403 10676 internal_value=0 0.00228468 0.0135752 -0.00291688 -0.0104978 internal_weight=0.0158341 0.00931941 0.00607188 0.00651465 0.0046684 internal_count=25946 12597 7490 13349 11946 is_linear=0 shrinkage=0.1 Tree=713 num_leaves=4 num_cat=0 split_feature=104 197 286 split_gain=9.5067e-06 9.18583e-05 5.50519e-06 threshold=0.043334960937500007 -0.0098571777343749983 0.0034103393554687504 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016032051546939763 0.0064810493431350022 0 0 leaf_weight=0.0036820228577227896 0.0029120526447758985 0.0055906005909052139 0.0011842812370232991 leaf_count=13247 2412 8683 1604 internal_value=0 -0.0017315 0.0040523 internal_weight=0.013369 0.00927262 0.00409633 internal_count=25946 21930 4016 is_linear=0 shrinkage=0.1 Tree=714 num_leaves=10 num_cat=0 split_feature=338 46 350 273 19 185 381 92 10 split_gain=0.000101417 0.000144227 0.000130475 0.000104548 9.08721e-05 0.000119377 6.32285e-05 1.45165e-05 3.95996e-06 threshold=-0.018005371093749997 0.013397216796875002 -0.012542724609374998 0.00035476684570312505 0.034545898437500007 -0.034545898437499993 0.045043945312500007 0.028015136718750003 0.049194335937500007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 -2 8 -7 -1 right_child=2 -3 -4 -5 -6 7 -8 -9 -10 leaf_value=0.029900093377345949 0 0 0 0 0 -0.030873545821983536 0 0 0 leaf_weight=0.0041308610253332212 0.0010956248549414127 0.0041393615551093008 0.0056952301362653834 0.0019725802192738229 0.0010059305509102501 0.0042312495671228412 0.0010237091329461379 0.001066700189797487 0.0010033498401487151 leaf_count=2549 362 5948 4259 1587 1582 6511 1199 1320 629 internal_value=0 0.00659356 -0.00605907 0.0155884 -0.0155338 -0.0205278 0.0221499 -0.0270899 0.0266757 internal_weight=0.0253646 0.0122699 0.0130947 0.0081305 0.00739951 0.00639357 0.00615792 0.00529795 0.00513421 internal_count=25946 11912 14034 5964 9775 8193 4377 7831 3178 is_linear=0 shrinkage=0.1 Tree=715 num_leaves=8 num_cat=0 split_feature=282 74 79 120 290 65 70 split_gain=3.87843e-05 0.000174889 0.000157608 0.000142127 9.29124e-05 4.57434e-05 2.90884e-05 threshold=0.0004205703735351563 0.019958496093750003 -0.019470214843749997 0.023498535156250003 -0.0077819824218749991 0.0019340515136718752 -0.010955810546874998 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 6 -2 right_child=5 -3 3 -5 -6 -7 -8 leaf_value=0 0 0 -0.031568331013206011 0 0 0 0.01517757111821175 leaf_weight=0.0014890250021650795 0.0010409244587661348 0.0030006507372570832 0.0059614272953822942 0.0010049400661182872 0.0012470416813101784 0.0024682316293667128 0.0037792754937795428 leaf_count=1397 536 3232 11607 766 2357 2379 3672 internal_value=0 -0.00457228 -0.0144091 -0.0209082 -0.0263679 0.00409592 0.0109666 internal_weight=0.0199915 0.0127031 0.00970243 0.00821341 0.00720847 0.00728843 0.0048202 internal_count=25946 19359 16127 14730 13964 6587 4208 is_linear=0 shrinkage=0.1 Tree=716 num_leaves=7 num_cat=0 split_feature=239 2 326 198 363 205 split_gain=1.51105e-05 0.00010908 8.9758e-05 0.000110278 6.4814e-05 5.29789e-05 threshold=-0.0003309249877929687 0.013702392578125002 0.0090026855468750017 -0.016784667968749997 0.040405273437500007 0.0077362060546875009 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -2 -3 -5 right_child=2 4 -4 5 -6 -7 leaf_value=0 0 -0.019004623989576298 0 0.025406521360542889 0 0 leaf_weight=0.0044223801515337335 0.0013620665629456852 0.0048496636897683576 0.0016911327735167347 0.0041342098594463472 0.0011579995794979148 0.0010927545994858789 leaf_count=5100 1110 12057 1448 3394 1358 1479 internal_value=0 -0.00110097 0.00408928 0.0125394 -0.0135526 0.0202284 internal_weight=0.0187102 0.01043 0.00828016 0.00658903 0.00600766 0.00522696 internal_count=25946 18515 7431 5983 13415 4873 is_linear=0 shrinkage=0.1 Tree=717 num_leaves=6 num_cat=0 split_feature=50 97 74 74 307 split_gain=9.1739e-06 7.77785e-05 6.34653e-05 4.29819e-05 1.50777e-05 threshold=0.041870117187500007 -0.029479980468749997 0.015930175781250003 -0.020690917968749997 0.0099792480468750017 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -5 right_child=3 2 -4 4 -6 leaf_value=0 0 -0.016227066413962234 0 0.014246744662919223 0 leaf_weight=0.003250803261319212 0.0011441597301238282 0.0054908400694329016 0.0015644161449004379 0.0031478993761435694 0.0010278735146989071 leaf_count=3234 1323 15860 3033 1433 1063 internal_value=0 -0.00180029 -0.0107227 0.00331144 0.0108121 internal_weight=0.015626 0.0103061 0.00705526 0.00531993 0.00417577 internal_count=25946 22127 18893 3819 2496 is_linear=0 shrinkage=0.1 Tree=718 num_leaves=6 num_cat=0 split_feature=34 286 61 355 335 split_gain=5.3478e-06 5.68244e-05 5.28097e-05 2.98305e-05 2.93925e-05 threshold=0.049682617187500007 -0.024841308593749997 -0.0052947998046874991 0.0073089599609375009 -0.018005371093749997 decision_type=2 2 2 2 2 left_child=1 -1 3 -2 -3 right_child=2 4 -4 -5 -6 leaf_value=0 0.014980463138246598 0 0 0 -0.014921327828716731 leaf_weight=0.0015919898310894354 0.0038394922475166737 0.0010437489412773449 0.0016028847247888667 0.0011960258527383694 0.0039542782385961761 leaf_count=864 4118 964 3572 1159 15269 internal_value=0 -0.00166365 0.00230397 0.010577 -0.0108325 internal_weight=0.0132284 0.00659002 0.0066384 0.00503552 0.00499803 internal_count=25946 17097 8849 5277 16233 is_linear=0 shrinkage=0.1 Tree=719 num_leaves=7 num_cat=0 split_feature=204 241 25 246 258 250 split_gain=8.81116e-05 0.000199811 0.000152065 0.000131021 4.2963e-05 5.3906e-07 threshold=0.0057525634765625009 -0.019104003906249997 0.011199951171875002 0.021789550781250003 0.025817871093750003 -0.0051422119140624991 decision_type=2 2 2 2 2 2 left_child=1 -1 5 -3 -4 -2 right_child=2 3 4 -5 -6 -7 leaf_value=0 0 0 0.022039939359697489 -0.026519724713787413 0 -0.0013611850268284501 leaf_weight=0.0051662174435787031 0.0030060332210481988 0.0026008533197274808 0.0049916238775553623 0.0052822223729815931 0.0010452635964033341 0.0029093757828841937 leaf_count=2825 3483 2715 2558 9702 622 4041 internal_value=0 -0.00558241 0.00630046 -0.0174658 0.0181792 0 internal_weight=0.0250016 0.0130493 0.0119523 0.00788308 0.00603689 0.00591541 internal_count=25946 15242 10704 12417 3180 7524 is_linear=0 shrinkage=0.1 Tree=720 num_leaves=8 num_cat=0 split_feature=362 79 96 263 74 65 352 split_gain=5.54622e-05 0.000167423 0.00011395 9.48176e-05 6.90063e-05 9.0821e-06 7.76183e-07 threshold=-0.055297851562499993 -0.019470214843749997 -0.011810302734374998 -0.046997070312499993 0.011383056640625002 0.0048065185546875009 -0.052124023437499993 decision_type=2 2 2 2 2 2 2 left_child=2 -2 6 5 -3 -4 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0 0 -0.025670089482751159 0.0242479624218228 0 0 0 -0.001489576020304303 leaf_weight=0.0014074345658272591 0.0014196270452018203 0.0044011748692383001 0.0037369873414867527 0.0022690698637344298 0.001540743947246348 0.0011881685709225209 0.0034981320303337782 leaf_count=1447 1129 11100 3371 2406 1532 563 4367 internal_value=0 -0.00853205 0.00124418 0.0126883 -0.0192861 0.0206804 0 internal_weight=0.0194613 0.00736155 0.0120998 0.00719423 0.00594192 0.00492516 0.00490557 internal_count=25915 13761 12154 6340 12632 3934 5814 is_linear=0 shrinkage=0.1 Tree=721 num_leaves=6 num_cat=0 split_feature=12 249 139 60 170 split_gain=1.79523e-05 0.000179572 0.000121041 8.30484e-05 3.38516e-05 threshold=-0.0002813339233398437 -0.040893554687499993 0.020812988281250003 -0.047485351562499993 -0.0035934448242187496 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -5 right_child=3 2 -4 4 -6 leaf_value=0 0 0.024718661358465149 0 -0.017378635667739725 0 leaf_weight=0.002203777724167022 0.0044116476993374398 0.0051749738080602015 0.001725639700070225 0.0039490029720332664 0.0010003358378529725 leaf_count=4878 5239 2949 2021 8805 2023 internal_value=0 0.00413743 0.016817 -0.00159017 -0.0131369 internal_weight=0.0184654 0.00910439 0.00690061 0.00936099 0.00494934 internal_count=25915 9848 4970 16067 10828 is_linear=0 shrinkage=0.1 Tree=722 num_leaves=7 num_cat=0 split_feature=328 291 283 158 128 284 split_gain=1.60479e-05 7.66931e-05 7.46963e-05 7.337e-05 0.000110506 1.32728e-05 threshold=-0.027038574218749997 -0.00040626525878906245 0.012481689453125002 -0.0064544677734374991 0.015563964843750002 -0.0075531005859374991 decision_type=2 2 2 2 2 2 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0 0 0 -0.019585152035639538 0 0 0.023940812234104245 leaf_weight=0.0012309263171612628 0.001732741269600436 0.0018678169511270326 0.00410408004251539 0.0019095864471250223 0.0010777547328668646 0.0036143473377574509 leaf_count=1964 2632 2105 15172 1305 818 1919 internal_value=0 -0.00279871 -0.0119052 0.00357544 0.011865 0.0203279 internal_weight=0.0155373 0.00770464 0.00583682 0.00783261 0.00592303 0.0046921 internal_count=25915 19909 17804 6006 4701 2737 is_linear=0 shrinkage=0.1 Tree=723 num_leaves=5 num_cat=0 split_feature=304 357 220 353 split_gain=3.15501e-06 5.46472e-05 7.06144e-05 2.55199e-05 threshold=-0.0016593933105468748 0.055541992187500007 0.019104003906250003 0.033569335937500007 decision_type=2 2 2 2 left_child=3 2 -2 -1 right_child=1 -3 -4 -5 leaf_value=-0.008032421669917909 0.017053848924050884 0 0 0 leaf_weight=0.0041652887356982147 0.0043688702656838885 0.0011090454489306456 0.0023966917395292775 0.0010083822239184137 leaf_count=10060 6110 5390 3424 931 internal_value=0 0.00151208 0.0091342 -0.00161808 internal_weight=0.0130483 0.00787461 0.00676556 0.00517367 internal_count=25915 14924 9534 10991 is_linear=0 shrinkage=0.1 Tree=724 num_leaves=7 num_cat=0 split_feature=237 278 141 368 277 312 split_gain=7.85471e-05 0.00019703 0.000184756 0.000151922 0.000186325 0.000117377 threshold=-0.016906738281249997 -0.0075836181640624991 -0.069580078124999986 0.046997070312500007 0.029235839843750003 0.0072784423828125009 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.02686080406916971 0 0 0 0 0 0.030085925553823785 leaf_weight=0.0051927575852017682 0.0051229664148759744 0.0019489320059662418 0.001083265883545792 0.0038165508265031178 0.0016084223803138897 0.005980087188377059 leaf_count=8536 6812 1510 623 1648 2931 3855 internal_value=0 0.00545963 0.0162903 -0.00585617 -0.0166407 0.0244983 internal_weight=0.024753 0.0141353 0.00901229 0.0106177 0.00680118 0.00706335 internal_count=25915 12800 5988 13115 11467 4478 is_linear=0 shrinkage=0.1 Tree=725 num_leaves=7 num_cat=0 split_feature=307 203 89 79 45 96 split_gain=4.01046e-05 0.000134365 0.000149312 9.76628e-05 9.19776e-05 4.86489e-05 threshold=0.021667480468750003 -0.030761718749999997 0.013946533203125002 -0.021301269531249997 -0.013885498046874998 -0.020812988281249997 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -3 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0 0 0 0 -0.028212808869453567 0 0.018306661098696199 leaf_weight=0.0028268149613825955 0.0031445533154061955 0.0011195723202694907 0.0010968547903011938 0.0052495988330205634 0.0014438257019691036 0.0043033563907322048 leaf_count=1784 4985 932 484 11102 1445 5183 internal_value=0 -0.00595581 -0.0151284 -0.0224212 0.00201049 0.0128955 internal_weight=0.0191846 0.0102928 0.00746603 0.00636917 0.00889174 0.00574718 internal_count=25915 14302 12518 12034 11613 6628 is_linear=0 shrinkage=0.1 Tree=726 num_leaves=9 num_cat=0 split_feature=33 326 38 275 41 326 306 249 split_gain=1.30254e-05 0.000102651 8.925e-05 8.4287e-05 7.87955e-05 9.54244e-05 5.33091e-05 2.57819e-05 threshold=0.0028610229492187504 -0.036499023437499993 0.013336181640625002 0.028015136718750003 -0.015472412109374998 0.021179199218750003 0.092529296875000014 -0.050415039062499993 decision_type=2 2 2 2 2 2 2 2 left_child=4 -2 3 -3 -1 6 7 -6 right_child=1 2 -4 -5 5 -7 -8 -9 leaf_value=0 0 -0.026008747258142353 0 0 0 0 0 0.023606377500398939 leaf_weight=0.0017362873262625209 0.0019243572689910948 0.0041186109073847454 0.0012552333527269255 0.0010115271323010155 0.0011991597947487173 0.0011282188881009958 0.0011027373499321591 0.0047359601390017927 leaf_count=2265 4107 11279 1065 2456 759 464 1174 2346 internal_value=0 -0.00170606 -0.0128276 -0.0194623 0.00327281 0.0104633 0.0162055 0.0200307 internal_weight=0.0182121 0.00830973 0.00638537 0.00513014 0.00990236 0.00816608 0.00703786 0.00593512 internal_count=25915 18907 14800 13735 7008 4743 4279 3105 is_linear=0 shrinkage=0.1 Tree=727 num_leaves=6 num_cat=0 split_feature=134 149 88 306 287 split_gain=8.32992e-06 8.02529e-05 6.15725e-05 5.81282e-05 2.51048e-05 threshold=0.035034179687500007 0.024841308593750003 -0.044311523437499993 0.080810546875000014 0.039428710937500007 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=0 0 0 -0.016969606819273949 0.015407494074087159 0 leaf_weight=0.0011652734536218299 0.0021392942207167929 0.0021791195210383307 0.0049885592421874394 0.0037799667161335648 0.0010583549657958713 leaf_count=1733 2758 866 16882 2727 949 internal_value=0 -0.00148173 -0.0115492 0.00305222 0.0115575 internal_weight=0.0153106 0.00833295 0.00615383 0.00697762 0.00483832 internal_count=25915 19481 18615 6434 3676 is_linear=0 shrinkage=0.1 Tree=728 num_leaves=5 num_cat=0 split_feature=34 104 197 104 split_gain=4.06046e-06 4.24099e-05 5.47961e-05 2.86036e-05 threshold=0.047973632812500007 0.0084533691406250017 -0.026184082031249997 0.043334960937500007 decision_type=2 2 2 2 left_child=3 -2 -3 -1 right_child=1 2 -4 -5 leaf_value=-0.0080548163669031982 0 0 0.015360654603833122 0 leaf_weight=0.0046712765323266847 0.0014783012390977568 0.0010326172589589788 0.0042196366941529284 0.0014958974581542606 leaf_count=15207 3235 1537 4695 1241 internal_value=0 0.00187122 0.00923216 -0.00166212 internal_weight=0.0128977 0.00673056 0.00525225 0.00616717 internal_count=25915 9467 6232 16448 is_linear=0 shrinkage=0.1 Tree=729 num_leaves=11 num_cat=0 split_feature=262 25 165 350 5 119 58 178 37 55 split_gain=0.000103551 0.000192795 0.000196785 0.000149141 0.000160227 0.000100931 8.65851e-05 9.60473e-05 4.2038e-05 4.60287e-06 threshold=-0.0042877197265624991 0.027893066406250003 -0.0026321411132812496 -0.031127929687499997 0.021667480468750003 0.019714355468750003 -0.00090217590332031239 0.064208984375000014 0.049194335937500007 -0.0089416503906249983 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 -1 5 8 -2 -8 9 -5 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 leaf_value=0 0 0 0 0 0 0 -0.031687908314731915 0 0 0.034513622980631882 leaf_weight=0.0026789536639539877 0.0013910066731548393 0.0032520571209353486 0.0010910031165289871 0.0010175455559506838 0.0010521042661078006 0.0012877554092227683 0.0060931398284915783 0.001120820883847351 0.0010302465140323847 0.0043727020659201079 leaf_count=4557 1079 2396 548 718 691 735 8597 1373 1148 4073 internal_value=0 -0.00553138 -0.0154822 0.00747602 0.0155957 0.0220066 -0.0223333 -0.026739 0.0271776 0.0309481 internal_weight=0.0243873 0.012948 0.00969597 0.0114393 0.00876035 0.00770825 0.00860497 0.00721396 0.00642049 0.00539025 internal_count=25915 13993 11597 11922 7365 6674 11049 9970 5939 4791 is_linear=0 shrinkage=0.1 Tree=730 num_leaves=7 num_cat=0 split_feature=359 120 296 176 315 74 split_gain=3.50991e-05 0.000186187 0.000120012 0.000103877 9.29812e-05 7.08327e-05 threshold=-0.026306152343749997 -0.0002450942993164062 0.0097351074218750017 0.033325195312500007 -0.017028808593749997 -0.016906738281249997 decision_type=2 2 2 2 2 2 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0 -0.029404735678654089 0 0 0 0 0.021083357972323663 leaf_weight=0.0024808299999925509 0.0050931460925762728 0.0033778250387777051 0.0015295654072287057 0.0015708966443996886 0.0010486765606154691 0.0037932644880127589 leaf_count=2763 11755 3546 1702 879 1412 3858 internal_value=0 -0.00511702 -0.0162546 -0.022471 0.00256041 0.0142108 internal_weight=0.0188942 0.0115714 0.00819361 0.00666404 0.00732277 0.00484194 internal_count=25915 17882 14336 12634 8033 5270 is_linear=0 shrinkage=0.1 Tree=731 num_leaves=7 num_cat=0 split_feature=372 61 74 320 292 204 split_gain=1.20649e-05 0.000138624 0.000105967 7.7326e-05 4.04115e-05 7.62754e-06 threshold=0.0010032653808593752 -0.011077880859374998 0.0086975097656250017 0.0051422119140625009 -0.039672851562499993 -0.029846191406249997 decision_type=2 2 2 2 2 2 left_child=4 -2 3 -3 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0 0 0.025763195846465831 0 0 0 -0.011271610250523555 leaf_weight=0.0011819761202600532 0.0044842380093057512 0.0049823396972126241 0.0010306376738480338 0.0010831057230857866 0.0011415741070859298 0.004039372617637981 leaf_count=1556 6293 4580 2608 3278 625 6975 internal_value=0 0.00275409 0.0144129 0.0204385 -0.00227082 -0.0091833 internal_weight=0.0179432 0.0115803 0.00709608 0.00606545 0.00636292 0.00518095 internal_count=25915 16759 10466 7858 9156 7600 is_linear=0 shrinkage=0.1 Tree=732 num_leaves=6 num_cat=0 split_feature=291 88 74 245 74 split_gain=1.04157e-05 0.000107529 0.00010013 5.42065e-05 2.81937e-05 threshold=-0.010101318359374998 -0.035034179687499993 -0.028015136718749997 -0.043090820312499993 0.017150878906250003 decision_type=2 2 2 2 2 left_child=1 -1 -2 -4 -3 right_child=2 4 3 -5 -6 leaf_value=0 0 -0.020495973437978817 0 0.018330642737482864 0 leaf_weight=0.0033918722733172757 0.0014533413544408624 0.0033039665978622512 0.0010410868518593297 0.0048116927766237438 0.0011049300365424397 leaf_count=4279 3519 11690 882 2832 2713 internal_value=0 -0.00198479 0.00317018 0.0135509 -0.0158385 internal_weight=0.0151069 0.00780077 0.00730612 0.00585278 0.0044089 internal_count=25915 18682 7233 3714 14403 is_linear=0 shrinkage=0.1 Tree=733 num_leaves=5 num_cat=0 split_feature=220 335 286 304 split_gain=8.12063e-07 5.51806e-05 5.26291e-05 7.26796e-06 threshold=0.0079650878906250017 -0.017272949218749997 0.010528564453125002 -0.0062713623046874991 decision_type=2 2 2 2 left_child=2 -2 3 -1 right_child=1 -3 -4 -5 leaf_value=0 0 -0.010603370414529856 0 0.013747297585984607 leaf_weight=0.0011112396480139619 0.0019265539139947663 0.0049398032654879298 0.0015774363163303384 0.0031933362654359421 leaf_count=1183 1263 13504 5413 4552 internal_value=0 -0.000722575 0.000878119 0.0111048 internal_weight=0.0127484 0.00686636 0.00588201 0.00430458 internal_count=25915 14767 11148 5735 is_linear=0 shrinkage=0.1 Tree=734 num_leaves=9 num_cat=0 split_feature=356 340 37 246 165 204 204 378 split_gain=9.32655e-05 0.000208547 0.00021799 0.000173464 0.000172065 0.00014702 0.000130121 1.87054e-05 threshold=0.014434814453125002 0.0077819824218750009 0.045776367187500007 0.016174316406250003 -0.0029067993164062496 0.028503417968750003 -0.014007568359374998 0.069580078125000014 decision_type=2 2 2 2 2 2 2 2 left_child=3 2 6 -1 5 7 -2 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 leaf_value=0 0 0 0 -0.032095607025207334 0 0 0.033218503423265724 0 leaf_weight=0.00400252702248416 0.0014475285179207384 0.0013873931041810126 0.0015648576483617838 0.0052529145863107213 0.0013284876785224489 0.0019887655239396729 0.0056191608555242736 0.0013857118067410745 leaf_count=3362 556 1820 2713 9632 837 1398 4961 636 internal_value=0 0.00795493 0.01775 -0.00462551 -0.0142909 -0.0208595 0.0263307 -0.0280522 internal_weight=0.0239773 0.0100189 0.00863155 0.0139584 0.00995588 0.00862739 0.00706669 0.00663863 internal_count=25915 10050 8230 15865 12503 11666 5517 10268 is_linear=0 shrinkage=0.1 Tree=735 num_leaves=8 num_cat=0 split_feature=46 122 107 143 158 140 382 split_gain=1.52214e-05 0.000105215 0.000139037 0.000108834 8.02344e-05 2.51332e-05 5.59272e-06 threshold=-0.0039825439453124991 -0.0019454956054687498 0.044067382812500007 0.0031814575195312504 0.0076904296875000009 0.066162109375000014 -0.0093078613281249983 decision_type=2 2 2 2 2 2 2 left_child=4 2 3 6 5 -1 -2 right_child=1 -3 -4 -5 -6 -7 -8 leaf_value=-0.018873932880956318 0.027432194112879001 0 0 0 0 0 0 leaf_weight=0.0033201746425324244 0.0047970810465036706 0.0044873837526417945 0.0011578979275888024 0.0011346507744205425 0.0018250293832950959 0.0010405372733055529 0.0010251045540510262 leaf_count=4928 6217 8497 1755 1229 1032 1008 1218 internal_value=0 0.00135542 0.0115114 0.0188261 -0.00456775 -0.0146147 0.0247068 internal_weight=0.0187879 0.0126021 0.00811473 0.00695684 0.00618574 0.00436071 0.00582219 internal_count=25884 18916 10419 8664 6968 5936 7435 is_linear=0 shrinkage=0.1 Tree=736 num_leaves=7 num_cat=0 split_feature=249 15 17 8 169 41 split_gain=5.60472e-06 8.30986e-05 8.27946e-05 0.000136169 5.63881e-05 1.92633e-05 threshold=-0.024719238281249997 0.018859863281250003 -0.0043182373046874991 -0.013946533203124998 0.025451660156250003 0.024719238281250003 decision_type=2 2 2 2 2 2 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.019001312550916239 0 0 0 0.020880763807897197 0 0 leaf_weight=0.0045046325834443568 0.0022725358767741177 0.0022719504112198585 0.0012458451774781665 0.0050613236816063889 0.001179800466366121 0.0012547269618972123 leaf_count=11441 2423 2733 2699 3969 1125 1494 internal_value=0 -0.00205513 0.00141356 0.0115753 -0.0111964 -0.015778 internal_weight=0.0177908 0.00921111 0.0085797 0.00630717 0.00693916 0.00575936 internal_count=25884 16793 9091 6668 14060 12935 is_linear=0 shrinkage=0.1 Tree=737 num_leaves=6 num_cat=0 split_feature=331 291 108 245 108 split_gain=5.94487e-06 7.86985e-05 6.35294e-05 4.31908e-05 1.19823e-05 threshold=-0.061157226562499993 0.0002985000610351563 0.0017662048339843752 -0.033325195312499993 -0.031860351562499993 decision_type=2 2 2 2 2 left_child=2 4 3 -1 -2 right_child=1 -3 -4 -5 -6 leaf_value=0 0 0 0 0.015269612746006373 -0.015511825802399532 leaf_weight=0.0017308253444663357 0.0010271797905456745 0.0019378123810636083 0.0016373313884572305 0.004789748366778479 0.0038096533567288926 leaf_count=2164 609 1356 5844 4704 11207 internal_value=0 -0.00120659 0.00246541 0.0102486 -0.0128353 internal_weight=0.0149326 0.00677465 0.00815791 0.00652057 0.00483683 internal_count=25884 13172 12712 6868 11816 is_linear=0 shrinkage=0.1 Tree=738 num_leaves=5 num_cat=0 split_feature=197 35 104 304 split_gain=2.85217e-06 6.84321e-05 5.19381e-05 8.22802e-05 threshold=-0.016174316406249997 -0.043090820312499993 0.0084533691406250017 -0.010040283203124998 decision_type=2 2 2 2 left_child=1 -1 -2 -4 right_child=2 -3 3 -5 leaf_value=0 0 -0.01472486872853712 0 0.0180672157813969 leaf_weight=0.0015040685409000165 0.0022768166462812101 0.0032876727842046094 0.0013579173583475601 0.0041117530162901872 leaf_count=1765 6086 11751 1291 4991 internal_value=0 -0.00243972 0 0.00974454 internal_weight=0.0125382 0.00479174 0.00774649 0.00546967 internal_count=25884 13516 12368 6282 is_linear=0 shrinkage=0.1 Tree=739 num_leaves=12 num_cat=0 split_feature=292 360 376 352 89 259 312 324 341 244 278 split_gain=8.55341e-05 0.000183296 0.000133444 0.000132766 0.00011027 4.03282e-05 2.46806e-05 2.2795e-05 2.67286e-06 1.65744e-06 5.53044e-08 threshold=-0.00022697448730468747 0.019592285156250003 0.044799804687500007 -0.041137695312499993 0.0031356811523437504 0.010955810546875002 0.0063323974609375009 -0.018615722656249997 0.012481689453125002 -0.00032424926757812495 0.015808105468750003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 6 7 -5 -1 -3 -10 -9 right_child=3 8 -4 4 -6 -7 -8 10 9 -11 -12 leaf_value=0 0 0 0 0 0 0 0.024661922577714504 -0.03035780637278537 0.0041869915185231863 0 0 leaf_weight=0.0010322061634884258 0.0017821280504215506 0.0014186276026491038 0.0011239449692728165 0.0010231173176520336 0.0014717571488529479 0.0010193096743948971 0.0053989335392108373 0.0043923605644800015 0.0024700763347134114 0.001305363652284619 0.0010341546866312612 leaf_count=885 2625 2448 442 858 757 704 3458 9419 2286 1251 751 internal_value=0 -0.00424678 -0.0155567 0.00791732 0.0156533 -0.0213736 0.0217459 -0.0243181 0 0.00266074 -0.0273105 internal_weight=0.023472 0.013796 0.00860198 0.00967594 0.00789381 0.00747803 0.00642205 0.00645872 0.00519407 0.00377544 0.00542652 internal_count=25884 18186 12201 7698 5073 11759 4316 11055 5985 3537 10170 is_linear=0 shrinkage=0.1 Tree=740 num_leaves=7 num_cat=0 split_feature=254 153 314 143 362 179 split_gain=2.62745e-05 0.000120079 9.05669e-05 8.82158e-05 5.93279e-05 0.000112499 threshold=0.0034561157226562504 -0.013824462890624998 0.027160644531250003 -0.030212402343749997 -0.042114257812499993 0.038452148437500007 decision_type=2 2 2 2 2 2 left_child=4 -2 3 -3 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.018589407320378039 0 0 0 -0.025374311099416375 0 0 leaf_weight=0.0052190684354513905 0.0026057182777545762 0.0015693992518031052 0.0012884555575976009 0.0049173666956470186 0.0015588092591052316 0.0013598651012802776 leaf_count=5410 2418 895 1453 10024 4801 883 internal_value=0 -0.0041347 -0.013314 -0.018764 0.0032371 0.0101558 internal_weight=0.0185187 0.0103809 0.00777522 0.00648677 0.00813774 0.00657893 internal_count=25884 14790 12372 10919 11094 6293 is_linear=0 shrinkage=0.1 Tree=741 num_leaves=9 num_cat=0 split_feature=12 306 33 362 206 206 339 363 split_gain=6.57489e-06 9.08405e-05 5.23972e-05 5.15392e-05 6.07074e-05 3.46953e-05 1.64381e-05 1.07551e-05 threshold=-0.0002813339233398437 0.057006835937500007 0.027526855468750003 -0.086181640624999986 0.053588867187500007 0.0053558349609375009 -0.0019454956054687498 0.034545898437500007 decision_type=2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 6 -3 -5 -7 right_child=1 5 -4 4 -6 7 -8 -9 leaf_value=0 0 0 0 0 0 -0.019009743521079359 0.021899931882383532 0 leaf_weight=0.0010322273746474764 0.0029201440137938128 0.0010262537960281648 0.00133016341800829 0.001100988313581297 0.0013373775471321458 0.0038905757512870398 0.0038229672381415725 0.0011005228447125148 leaf_count=696 4385 1199 4443 1234 1263 9360 2227 1077 internal_value=0 -0.00219437 0.00162287 0.00865761 0.013024 -0.0125744 0.0184115 -0.0161289 internal_weight=0.0175612 0.0089375 0.00862372 0.00729356 0.00626133 0.00601735 0.00492396 0.0049911 internal_count=25884 16021 9863 5420 4724 11636 3461 10437 is_linear=0 shrinkage=0.1 Tree=742 num_leaves=6 num_cat=0 split_feature=50 97 74 74 331 split_gain=1.34269e-05 6.71441e-05 5.55009e-05 4.95568e-05 1.59588e-05 threshold=0.041870117187500007 -0.029479980468749997 0.015930175781250003 -0.020690917968749997 -0.048706054687499993 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -5 right_child=3 2 -4 4 -6 leaf_value=0 0 -0.015621233210833675 0 0.016083837248333153 0 leaf_weight=0.0030986528658869536 0.0010752615677902533 0.0050902543621775811 0.0014614157758474633 0.0029909456873138396 0.0010289263835718829 leaf_count=3209 1327 15814 3034 1721 779 internal_value=0 -0.00127522 -0.010241 0.00482414 0.0123603 internal_weight=0.0147455 0.00965032 0.00655167 0.00509513 0.00401987 internal_count=25884 22057 18848 3827 2500 is_linear=0 shrinkage=0.1 Tree=743 num_leaves=6 num_cat=0 split_feature=110 180 309 104 271 split_gain=3.59238e-06 3.98853e-05 5.47898e-05 3.64552e-05 3.50137e-05 threshold=0.00099563598632812522 0.022766113281250003 -0.029724121093749997 0.0084533691406250017 0.020080566406250003 decision_type=2 2 2 2 2 left_child=1 2 -1 -4 -2 right_child=4 -3 3 -5 -6 leaf_value=0 -0.010976744712052379 0 0 0.018988311857612815 0 leaf_weight=0.001100513675323489 0.0031912123175046325 0.0010880843427250042 0.0010404461564030854 0.0036411790062098603 0.0023310748202909348 leaf_count=1723 13571 2883 740 3539 3428 internal_value=0 0.00047539 0.00832157 0.0142323 -0.0024948 internal_weight=0.0123925 0.00687022 0.00578214 0.00468163 0.00552229 internal_count=25884 8885 6002 4279 16999 is_linear=0 shrinkage=0.1 Tree=744 num_leaves=7 num_cat=0 split_feature=203 76 163 48 46 77 split_gain=9.44823e-05 0.000137819 0.000176259 9.58113e-05 0.000163144 3.01663e-05 threshold=0.014068603515625002 -0.039428710937499993 0.012420654296875002 0.014373779296875002 0.025817871093750003 0.013458251953125002 decision_type=2 2 2 2 2 2 left_child=1 2 5 4 -2 -1 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.030458899610504478 0.027300868837591315 0 0 0 0 0 leaf_weight=0.0039541169009393862 0.0044387710694913096 0.0060826894989376443 0.0031640950882876329 0.0027514289276551196 0.0012805991161179975 0.0014805270315325636 leaf_count=7650 2969 4952 3770 2833 869 2841 internal_value=0 -0.00392327 -0.0136586 0.00921202 0.0171233 -0.0248897 internal_weight=0.0231522 0.0146814 0.00859874 0.0084708 0.00571937 0.00543464 internal_count=25884 19213 14261 6671 3838 10491 is_linear=0 shrinkage=0.1 Tree=745 num_leaves=7 num_cat=0 split_feature=254 158 100 296 153 189 split_gain=1.58095e-05 7.68766e-05 9.09655e-05 5.63641e-05 3.83589e-05 1.10556e-05 threshold=0.016052246093750003 -0.014251708984374998 0.0058135986328125009 0.0088195800781250017 -0.017639160156249997 0.0065460205078125009 decision_type=2 2 2 2 2 2 left_child=1 -1 5 4 -2 -3 right_child=3 2 -4 -5 -6 -7 leaf_value=0 0 0.01967119645996326 0 0 -0.015601200052880376 0 leaf_weight=0.0044577992272176728 0.0010260932123147271 0.0046702033316439193 0.0015532355740801584 0.0010854288295840675 0.0044664687344333478 0.001000470886467042 leaf_count=8143 873 4186 1922 1103 8783 874 internal_value=0 0.00124796 0.0104373 -0.00461174 -0.0113177 0.0172971 internal_weight=0.0182597 0.0116817 0.00722391 0.00657799 0.00549256 0.00567067 internal_count=25884 15125 6982 10759 9656 5060 is_linear=0 shrinkage=0.1 Tree=746 num_leaves=7 num_cat=0 split_feature=213 306 239 203 306 33 split_gain=3.28197e-06 6.40824e-05 4.42648e-05 3.72792e-05 5.55596e-05 9.83177e-06 threshold=0.017272949218750003 0.053100585937500007 0.015380859375000002 -0.00066375732421874989 0.091552734375000014 0.023254394531250003 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 5 -2 right_child=3 2 -4 -5 -6 -7 leaf_value=0 0.015330647542091035 -0.01560805459568488 0 0 0 0 leaf_weight=0.0021500446293090114 0.0044003588540242333 0.0045514228016101388 0.001271041450373378 0.0027996976600057621 0.0011547196721393149 0.0010237138404169954 leaf_count=2869 2011 13571 1274 2835 1500 1824 internal_value=0 -0.00178179 -0.0106961 0.000894783 0.00760309 0.0131356 internal_weight=0.017351 0.00797251 0.00582246 0.00937849 0.00657879 0.00542407 internal_count=25884 17714 14845 8170 5335 3835 is_linear=0 shrinkage=0.1 Tree=747 num_leaves=6 num_cat=0 split_feature=74 307 359 232 162 split_gain=4.734e-06 8.7106e-05 4.8345e-05 2.33281e-05 8.72776e-06 threshold=-0.0099792480468749983 0.019958496093750003 0.0025405883789062504 -0.0052947998046874991 0.018493652343750003 decision_type=2 2 2 2 2 left_child=3 2 4 -1 -2 right_child=1 -3 -4 -5 -6 leaf_value=0 0.018366977410479712 0 0 -0.0074636203657154985 0 leaf_weight=0.00210414885317567 0.0044071281253121874 0.0012872855358920798 0.0012582823879672134 0.004230704159463361 0.0012763552557477631 leaf_count=2056 2702 6314 660 13271 881 internal_value=0 0.00233706 0.0114872 -0.000614763 0.0156918 internal_weight=0.0145639 0.00822905 0.00694177 0.00633485 0.00568348 internal_count=25884 10557 4243 15327 3583 is_linear=0 shrinkage=0.1 Tree=748 num_leaves=6 num_cat=0 split_feature=104 101 35 359 304 split_gain=1.26636e-06 5.31555e-05 5.6637e-05 3.48683e-05 9.79548e-08 threshold=0.043334960937500007 0.10913085937500001 -0.053100585937499993 0.017395019531250003 -0.0067596435546874991 decision_type=2 2 2 2 2 left_child=1 2 -1 -4 -2 right_child=4 -3 3 -5 -6 leaf_value=0 0 0 -0.020331654551002505 0 0.00060079763010357796 leaf_weight=0.0014173464176436843 0.0010344869833005532 0.0024653359877582215 0.0035301111849093117 0.0010870843841175315 0.0027137266100547572 leaf_count=2227 567 4283 14328 1035 3444 internal_value=0 -0.0012206 -0.00949651 -0.0155091 0 internal_weight=0.0122481 0.00849988 0.00603454 0.0046172 0.00374821 internal_count=25884 21873 17590 15363 4011 is_linear=0 shrinkage=0.1 Tree=749 num_leaves=10 num_cat=0 split_feature=203 213 352 123 217 69 339 48 191 split_gain=6.94841e-05 0.000157507 0.00015362 0.000147938 0.000109467 0.000101213 9.49269e-05 1.9001e-05 3.58399e-06 threshold=0.014068603515625002 -0.010406494140624998 -0.010467529296874998 0.012298583984375002 -0.015686035156249997 -0.016906738281249997 0.0074615478515625009 0.021667480468750003 -0.022521972656249997 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 -2 -6 7 -7 -3 right_child=4 2 -4 -5 5 6 -8 -9 -10 leaf_value=0 0 -0.030180162607435442 0 0 0 0.033369874118346347 0 0 0 leaf_weight=0.0051397890063586979 0.0011418243788847704 0.0052542005529687694 0.0018828924166838226 0.0011982881472727414 0.0011498025276228674 0.003396002961714828 0.0015916577342856009 0.0010590731762780692 0.0010260316435992678 leaf_count=4056 495 11562 954 1540 464 3187 1301 1224 1101 internal_value=0 -0.0033142 -0.0136112 -0.0209123 0.00801426 0.0150509 0.0209042 0.0283934 -0.0275014 internal_weight=0.0228396 0.0145012 0.00936141 0.00747852 0.00833836 0.00719654 0.00604673 0.00445508 0.00628023 internal_count=25884 19213 15157 14203 6671 6176 5712 4411 12663 is_linear=0 shrinkage=0.1 Tree=750 num_leaves=5 num_cat=0 split_feature=58 279 302 362 split_gain=1.56174e-05 7.18018e-05 8.40153e-05 6.34927e-05 threshold=0.027648925781250003 -0.0041046142578124991 -0.011138916015624998 -0.059448242187499993 decision_type=2 2 2 2 left_child=3 -2 -3 -1 right_child=1 2 -4 -5 leaf_value=0 0 0.019871791904512454 0 -0.012681444698270747 leaf_weight=0.0047811192680695669 0.0037016067127888519 0.0041797106310346166 0.0011116719652597418 0.0043449123795773481 leaf_count=4859 3787 5457 1401 10471 internal_value=0 0.00320461 0.0123753 -0.00264447 internal_weight=0.018119 0.00899299 0.00529138 0.00912603 internal_count=25975 10645 6858 15330 is_linear=0 shrinkage=0.1 Tree=751 num_leaves=7 num_cat=0 split_feature=130 203 249 8 362 159 split_gain=6.24776e-06 5.2544e-05 6.93473e-05 4.71141e-05 4.58286e-05 1.74559e-05 threshold=0.00060462951660156261 -0.0012168884277343748 -0.050415039062499993 -0.0082092285156249983 -0.027160644531249997 0.066162109375000014 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -4 5 -2 right_child=4 -3 3 -5 -6 -7 leaf_value=0 0 0 0 0.018379229683893834 0 -0.014655931129997133 leaf_weight=0.001725884742884265 0.0010938900474042335 0.0035150220571058552 0.0011218818185034785 0.0050031608638134717 0.001425557600211568 0.0032371055242546021 leaf_count=2748 1232 6879 1846 4143 2872 6255 internal_value=0 0 0.00818089 0.0141069 -0.00329443 -0.0109654 internal_weight=0.0171225 0.0113659 0.00785093 0.00612504 0.00575655 0.004331 internal_count=25975 15616 8737 5989 10359 7487 is_linear=0 shrinkage=0.1 Tree=752 num_leaves=5 num_cat=0 split_feature=97 50 284 232 split_gain=2.18622e-06 4.7741e-05 2.91681e-05 3.9645e-06 threshold=-0.031372070312499993 0.041870117187500007 0.020935058593750003 0.011322021484375002 decision_type=2 2 2 2 left_child=3 2 -2 -1 right_child=1 -3 -4 -5 leaf_value=0.0044559328559152728 -0.012265588589734307 0 0 0 leaf_weight=0.0030977452656428825 0.005112097459518683 0.0031676670506031179 0.0016989527352191391 0.0015130457885748072 leaf_count=2325 15910 2556 3452 1732 internal_value=0 0 -0.00837217 0.0021775 internal_weight=0.0145895 0.00997872 0.00681105 0.00461079 internal_count=25975 21918 19362 4057 is_linear=0 shrinkage=0.1 Tree=753 num_leaves=6 num_cat=0 split_feature=195 357 104 180 104 split_gain=1.51781e-06 5.14555e-05 5.17558e-05 9.46841e-06 2.82474e-06 threshold=0.069580078125000014 0.054809570312500007 0.0029678344726562504 0.018737792968750003 0.047729492187500007 decision_type=2 2 2 2 2 left_child=1 2 -1 -4 -2 right_child=4 -3 3 -5 -6 leaf_value=0 -0.0030777186222725522 0 0.015832178008628617 0 0 leaf_weight=0.0011140012367814034 0.0033245570084374796 0.0013250887021882818 0.0045429501729854493 0.0010681466882804802 0.0010706801982953706 leaf_count=2491 10174 6413 4082 1336 1479 internal_value=0 0.00121755 0.00884799 0.0136407 -0.000859127 internal_weight=0.0124454 0.00805019 0.0067251 0.0056111 0.00439524 internal_count=25975 14322 7909 5418 11653 is_linear=0 shrinkage=0.1 Tree=754 num_leaves=9 num_cat=0 split_feature=339 48 350 301 141 328 141 25 split_gain=6.31437e-05 0.000181128 0.000180889 0.00018595 0.000112552 0.000104235 0.000100514 5.36856e-06 threshold=-0.0076904296874999991 0.020935058593750003 0.0049591064453125009 -0.053588867187499993 -0.065673828124999986 -0.040161132812499993 -0.024475097656249997 0.034057617187500007 decision_type=2 2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -6 7 -5 right_child=2 -3 -4 6 5 -7 -8 -9 leaf_value=0 0 0 0 -0.031020163510497169 0 0.028267500496476236 0 0 leaf_weight=0.0018742161666076571 0.0015057183157631835 0.0027147728889129761 0.0026342504441074785 0.0052173539969335722 0.0010227546047856259 0.0054031109733534404 0.0014302890280020169 0.0010290590901136376 leaf_count=1418 684 3182 1671 11230 414 4710 1657 1009 internal_value=0 0.00554138 -0.00498123 -0.0151303 0.0160927 0.0225757 -0.0227168 -0.0281981 internal_weight=0.0228315 0.0110149 0.0118167 0.00918242 0.00830008 0.00642587 0.0076767 0.00624641 internal_count=25975 9724 16251 14580 6542 5124 13896 12239 is_linear=0 shrinkage=0.1 Tree=755 num_leaves=8 num_cat=0 split_feature=353 352 126 290 143 359 282 split_gain=2.64125e-05 8.29932e-05 8.69386e-05 6.38227e-05 1.66453e-05 1.64976e-05 6.34985e-06 threshold=0.014007568359375002 -0.029113769531249997 0.0013236999511718752 -0.0016250610351562498 0.0031814575195312504 0.00060844421386718761 0.0016593933105468752 decision_type=2 2 2 2 2 2 2 left_child=1 2 4 6 5 -1 -2 right_child=3 -3 -4 -5 -6 -7 -8 leaf_value=0.021330958169488656 -0.017038541462825733 0 0 0 0 0 0 leaf_weight=0.0046635816852447212 0.0030126475631799821 0.0047027887044142078 0.0010245620857523008 0.0010157098528065225 0.0010982747640064794 0.0010148600080128745 0.0014003622491740586 leaf_count=5589 6410 6356 1877 1839 1272 946 1686 internal_value=0 0.00270123 0.0108664 -0.00564329 0.0162549 0.0185644 -0.0135573 internal_weight=0.0179328 0.0125041 0.00780128 0.00542872 0.00677672 0.00567844 0.00441301 internal_count=25975 16040 9684 9935 7807 6535 8096 is_linear=0 shrinkage=0.1 Tree=756 num_leaves=5 num_cat=0 split_feature=17 363 11 103 split_gain=6.31458e-06 5.12601e-05 3.21499e-05 1.50506e-05 threshold=0.0095520019531250017 0.015930175781250003 -0.011383056640624998 0.037719726562500007 decision_type=2 2 2 2 left_child=1 -1 3 -2 right_child=2 -3 -4 -5 leaf_value=-0.011374626969129997 0.011331764755314486 0 0 0 leaf_weight=0.0044499508048232439 0.0036757779246037181 0.0041552981358079499 0.0035750395456122241 0.0010844149494806388 leaf_count=8960 4752 3807 7797 659 internal_value=0 -0.00270888 0 0.0082182 internal_weight=0.0169405 0.00860525 0.00833523 0.00476019 internal_count=25975 12767 13208 5411 is_linear=0 shrinkage=0.1 Tree=757 num_leaves=6 num_cat=0 split_feature=328 50 97 128 232 split_gain=3.59594e-06 3.41861e-05 3.95532e-05 3.16626e-05 9.22983e-06 threshold=-0.036743164062499993 0.047241210937500007 -0.033813476562499993 0.016662597656250003 0.017028808593750003 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -5 right_child=1 -3 -4 4 -6 leaf_value=0 0 0 -0.011946603839865266 0.011577151186191315 0 leaf_weight=0.001020472133872464 0.0015247816964074632 0.0023724086161394098 0.0051666431958111705 0.0033192521280764886 0.001069450774768832 leaf_count=1419 1591 1984 18514 1970 497 internal_value=0 0 -0.00714767 0.00257834 0.0089632 internal_weight=0.014473 0.00906383 0.00669142 0.00540918 0.0043887 internal_count=25975 22089 20105 3886 2467 is_linear=0 shrinkage=0.1 Tree=758 num_leaves=5 num_cat=0 split_feature=101 104 104 195 split_gain=7.40572e-07 4.64095e-05 2.63414e-05 1.78926e-05 threshold=0.089599609375000014 0.0023727416992187504 0.043334960937500007 0.073974609375000014 decision_type=2 2 2 2 left_child=2 -2 -1 -3 right_child=1 3 -4 -5 leaf_value=-0.0078808652103723644 0 0.012692628243086368 0 0 leaf_weight=0.0042889997681596626 0.0011231928280075465 0.0040188899332069816 0.0018823444932065669 0.0010066253234717326 leaf_count=13784 4194 4067 2195 1735 internal_value=0 0.000849521 -0.000693524 0.00965558 internal_weight=0.0123201 0.00614871 0.00617134 0.00502552 internal_count=25975 9996 15979 5802 is_linear=0 shrinkage=0.1 Tree=759 num_leaves=9 num_cat=0 split_feature=204 165 324 356 352 10 38 139 split_gain=4.21341e-05 0.000143714 0.000171883 0.000187812 0.000119839 0.000121306 9.13283e-05 4.99411e-07 threshold=0.0057525634765625009 -0.0078430175781249983 -0.020690917968749997 0.035522460937500007 -0.041870117187499993 0.053100585937500007 0.011322021484375002 0.030944824218750003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 -1 7 -2 6 -6 -4 right_child=4 -3 3 -5 5 -7 -8 -9 leaf_value=0 0 0 -0.031119199306683967 0 0.025214328994116231 0 0 0 leaf_weight=0.0020665071912002739 0.002089349357327964 0.002084639239029241 0.0053971932932002078 0.0012047099150094276 0.0055971580787006481 0.0018991921270696821 0.0011989876274514089 0.001004051765407965 leaf_count=1306 3701 1896 10458 922 5056 1387 571 678 internal_value=0 -0.00399454 -0.0129605 -0.0209666 0.00465546 0.0128336 0.0197286 -0.028561 internal_weight=0.0225418 0.0117571 0.00967246 0.00760595 0.0107847 0.00869534 0.00679615 0.00640125 internal_count=25975 15260 13364 12058 10715 7014 5627 11136 is_linear=0 shrinkage=0.1 Tree=760 num_leaves=7 num_cat=0 split_feature=104 229 282 158 79 122 split_gain=7.7262e-06 8.41894e-05 8.36187e-05 4.11959e-05 3.69405e-06 3.91612e-07 threshold=0.0075531005859375009 0.0091857910156250017 0.0022811889648437504 -0.029357910156249997 -0.012481689453124998 0.0041046142578125009 decision_type=2 2 2 2 2 2 left_child=1 3 4 -1 -2 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0 0 0 0 0.017578612607512992 -0.015842574026210379 0 leaf_weight=0.0010599880945503237 0.0010147912168445563 0.0039432079179362312 0.0028564433903808251 0.0041658720288468842 0.0036689598254551203 0.0010360583081503449 leaf_count=2313 1623 4877 2926 4078 9213 945 internal_value=0 0.00170086 -0.0025162 0.0117966 -0.0137376 0.015707 internal_weight=0.0177453 0.0102051 0.00754019 0.00626192 0.00468375 0.00520193 internal_count=25975 12213 13762 7336 10836 5023 is_linear=0 shrinkage=0.1 Tree=761 num_leaves=8 num_cat=0 split_feature=292 306 93 8 17 225 33 split_gain=6.6361e-06 0.000112858 6.91878e-05 5.17914e-05 6.34628e-05 2.37518e-05 8.79156e-06 threshold=-0.018127441406249997 0.060180664062500007 0.035278320312500007 -0.017395019531249997 -0.0052642822265624991 -0.028991699218749997 0.022521972656250003 decision_type=2 2 2 2 2 2 2 left_child=3 -2 5 -1 -5 -3 -6 right_child=1 2 -4 4 6 -7 -8 leaf_value=0 0 0 0 0 0.017109307216485542 -0.02593342332375044 0 leaf_weight=0.001383713463180225 0.0029161030180091529 0.0011487965066598882 0.0014040006457278764 0.0014663979945037653 0.0042375521803084126 0.0031586407674151218 0.0010768716009903478 leaf_count=4217 2536 1573 612 1503 2810 9442 3282 internal_value=0 -0.0027734 -0.0144644 0 0.00873951 -0.0209293 0.0147265 internal_weight=0.0167921 0.00862754 0.00571144 0.00816454 0.00678082 0.00430744 0.00531442 internal_count=25975 14163 11627 11812 7595 11015 6092 is_linear=0 shrinkage=0.1 Tree=762 num_leaves=7 num_cat=0 split_feature=108 149 150 150 88 245 split_gain=3.29491e-06 5.4282e-05 1.95219e-05 1.08366e-05 6.77469e-06 1.45045e-06 threshold=-0.010406494140624998 -0.0016288757324218748 -0.027282714843749997 -0.062255859374999993 -0.042846679687499993 -0.036743164062499993 decision_type=2 2 2 2 2 2 left_child=1 -1 5 -2 -5 -3 right_child=3 2 -4 4 -6 -7 leaf_value=0 0 0 0 0 -0.0070775716837698874 0.01419962164048341 leaf_weight=0.002562014662842671 0.001150626665635813 0.001104409635868997 0.0010576309438365961 0.0010458429649171661 0.003515767569505889 0.0038957066312801381 leaf_count=4063 1589 634 1007 1173 14788 2721 internal_value=0 0.00195512 0.00974918 0 -0.00487401 0.0124175 internal_weight=0.014332 0.00861976 0.00605775 0.00571224 0.00456161 0.00500012 internal_count=25975 8425 4362 17550 15961 3355 is_linear=0 shrinkage=0.1 Tree=763 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=764 num_leaves=9 num_cat=0 split_feature=50 368 200 217 139 165 165 163 split_gain=5.59769e-05 0.000150412 0.000150949 0.000120021 8.46191e-05 6.82923e-05 2.55361e-05 1.39301e-05 threshold=0.0085754394531250017 0.047729492187500007 -0.043579101562499993 -0.0018959045410156248 -0.0044097900390624991 -0.010162353515624998 -0.049194335937499993 0.019592285156250003 decision_type=2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -5 7 -6 -4 right_child=1 -3 5 4 6 -7 -8 -9 leaf_value=0 0 0 -0.028974187183406903 0 0 0 0.024596218872237632 0 leaf_weight=0.002271206640243939 0.0010359777053654548 0.0051639935886902419 0.0048002812118488345 0.001001653048942952 0.001099097089348966 0.001476012616913101 0.004409258995690335 0.0010039959395233833 leaf_count=2846 390 2978 8917 1126 804 1659 5918 1337 internal_value=0 -0.00379392 -0.0142897 0.00645366 0.0155095 -0.0209903 0.0209261 -0.02589 internal_weight=0.0222615 0.0134803 0.00831627 0.00878122 0.00651001 0.00728029 0.00550836 0.00580428 internal_count=25975 15281 12303 10694 7848 11913 6722 10254 is_linear=0 shrinkage=0.1 Tree=765 num_leaves=7 num_cat=0 split_feature=296 263 229 161 191 307 split_gain=1.12216e-05 9.8732e-05 9.08724e-05 5.3355e-05 5.3775e-05 6.75257e-06 threshold=-0.0059967041015624991 -0.067626953124999986 -0.0015144348144531248 0.0087585449218750017 -0.033813476562499993 0.0083923339843750017 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=0 0 0 -0.020095346220511633 0 0 0.019949267552893789 leaf_weight=0.0037240094906625379 0.0014771183824122671 0.0022278563485991212 0.0048984862748087128 0.0010260068975034287 0.0013384223166243991 0.002937258700159262 leaf_count=3229 2650 3648 9703 921 1696 4069 internal_value=0 -0.00275048 -0.01225 0.00210831 0.0103112 0.0166706 internal_weight=0.0176292 0.0108504 0.00712634 0.00677881 0.00530169 0.00396327 internal_count=25916 16580 13351 9336 6686 4990 is_linear=0 shrinkage=0.1 Tree=766 num_leaves=7 num_cat=0 split_feature=169 362 372 275 275 38 split_gain=4.85317e-06 4.08354e-05 1.90092e-05 2.71514e-05 9.06619e-06 1.50824e-05 threshold=0.0075225830078125009 -0.039184570312499993 -0.0039520263671874991 -0.010894775390624998 0.033325195312500007 0.016296386718750003 decision_type=2 2 2 2 2 2 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.012499887320658418 0 0 0 0.010323921255396513 0 0 leaf_weight=0.00446733893280049 0.0019082934418084285 0.0026430634720873156 0.0010451535533242406 0.0043342922636941941 0.0010468591440644381 0.0010955962335614799 leaf_count=9572 2440 4448 1082 6070 1683 621 internal_value=0 -0.00228171 0.000222024 0.00595007 -0.00831072 -0.00991781 internal_weight=0.0165406 0.00925286 0.00728774 0.00537945 0.00660979 0.00556294 internal_count=25916 16324 9592 7152 11876 10193 is_linear=0 shrinkage=0.1 Tree=767 num_leaves=6 num_cat=0 split_feature=162 149 239 359 149 split_gain=7.04978e-07 7.17901e-05 7.42563e-05 7.05534e-05 5.54946e-08 threshold=0.017028808593750003 -0.00061988830566406239 -0.0055999755859374991 0.0070343017578125009 0.026062011718750003 decision_type=2 2 2 2 2 left_child=1 -1 3 -3 -2 right_child=4 2 -4 -5 -6 leaf_value=0 -0.00044604834488697347 0.020334963687153217 0 0 0 leaf_weight=0.0028617309201228744 0.0027892289520328193 0.0052551001003680042 0.0010026964990996748 0.0010101757582621218 0.00120716636359397 leaf_count=8853 10714 3401 1861 558 529 internal_value=0 0.000834236 0.00998728 0.0153045 0 internal_weight=0.0141261 0.0101297 0.00726797 0.00626528 0.0039964 internal_count=25916 14673 5820 3959 11243 is_linear=0 shrinkage=0.1 Tree=768 num_leaves=4 num_cat=0 split_feature=180 104 353 split_gain=3.44356e-07 5.34207e-05 5.50012e-05 threshold=0.013641357421875002 0.0029678344726562504 0.00079536437988281261 decision_type=2 2 2 left_child=1 -1 -3 right_child=-2 2 -4 leaf_value=0 0 0 0.013604423249798603 leaf_weight=0.0013104319325136782 0.0036636403497651857 0.0011551468541028953 0.0058766821192992591 leaf_count=4279 13448 2485 5704 internal_value=0 0.000642483 0.0087441 internal_weight=0.0120059 0.00834226 0.00703183 internal_count=25916 12468 8189 is_linear=0 shrinkage=0.1 Tree=769 num_leaves=10 num_cat=0 split_feature=129 119 262 292 301 165 261 381 55 split_gain=3.88614e-05 0.00013169 0.000114303 8.46754e-05 0.000124463 0.000113782 4.98796e-05 1.42923e-05 1.62313e-06 threshold=-0.024108886718749997 0.014007568359375002 0.0023574829101562504 0.023864746093750003 -0.056030273437499993 -0.0026321411132812496 -0.011993408203124998 0.0049591064453125009 -0.0054168701171874991 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -2 6 -6 -8 -1 right_child=3 -3 -4 -5 5 -7 7 -9 -10 leaf_value=0 0 0 0 0 0 0 0 -0.030725440491946449 0.025532781613393063 leaf_weight=0.0011105361654308865 0.0013064970201543966 0.0032425016752954949 0.0023995489830712646 0.0015728335926676893 0.0010375921990890564 0.001083730485612831 0.00176563549680675 0.0042583253770505092 0.0041654993986464106 leaf_count=904 649 2784 2517 1116 615 1025 1158 10354 4794 internal_value=0 0.00468297 0.0142395 -0.00367849 -0.010265 -0.0165853 -0.0218728 -0.0253697 0.0226191 internal_weight=0.0219427 0.0109181 0.00767558 0.0110246 0.00945178 0.00814528 0.00706155 0.00602396 0.00527604 internal_count=25916 10999 8215 14917 13801 13152 12127 11512 5698 is_linear=0 shrinkage=0.1 Tree=770 num_leaves=8 num_cat=0 split_feature=206 74 285 189 275 45 163 split_gain=1.47284e-05 7.10368e-05 6.61645e-05 0.000107477 9.9518e-05 6.07412e-05 1.56246e-05 threshold=0.033813476562500007 0.019958496093750003 0.032592773437500007 0.011932373046875002 0.026672363281250003 0.0024948120117187504 0.015686035156250003 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 4 6 -1 -2 right_child=2 -3 -4 -5 -6 -7 -8 leaf_value=-0.02071110944634421 0.023501243893196844 0 0 0 0 0 0 leaf_weight=0.0033477213450074919 0.0052812459715232407 0.0013703275826708605 0.0019713165742611958 0.0014231209192385741 0.0010655842941291738 0.0019277136044908438 0.0010434729847066393 leaf_count=8498 4425 1510 4367 2851 1655 1852 758 internal_value=0 -0.0042179 0.00164127 0.0088526 0.015456 -0.0125326 0.0208922 internal_weight=0.0174305 0.00664576 0.0107847 0.00881342 0.0073903 0.00527543 0.00632472 internal_count=25916 11860 14056 9689 6838 10350 5183 is_linear=0 shrinkage=0.1 Tree=771 num_leaves=6 num_cat=0 split_feature=206 0 339 2 169 split_gain=8.81987e-06 8.43153e-05 5.31247e-05 4.59537e-05 1.75733e-05 threshold=0.031372070312500007 -0.046020507812499993 0.030761718750000003 0.024353027343750003 -0.013031005859374998 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=0 0 -0.017628489365908512 0 0 0.012455610581840883 leaf_weight=0.0010325432557927172 0.0025854847636594958 0.0046758160612350164 0.0011723096725915205 0.002759662823176301 0.0041561036134361018 leaf_count=1026 3599 10314 891 5297 4789 internal_value=0 -0.00305437 -0.012555 0.00109441 0.00950791 internal_weight=0.0163819 0.00843361 0.00584813 0.00794831 0.00518865 internal_count=25916 14804 11205 11112 5815 is_linear=0 shrinkage=0.1 Tree=772 num_leaves=6 num_cat=0 split_feature=71 74 328 328 108 split_gain=6.40478e-07 7.31781e-05 4.08278e-05 9.89227e-06 6.23853e-06 threshold=0.033813476562500007 0.015930175781250003 -0.053344726562499993 -0.0040130615234374991 -0.0036849975585937496 decision_type=2 2 2 2 2 left_child=1 2 -1 4 -2 right_child=3 -3 -4 -5 -6 leaf_value=0 0.0064693288978445191 0 -0.015787056506231547 0 0 leaf_weight=0.0010261934585238395 0.0039784223843453148 0.0023928468215259624 0.004579122107718713 0.0010074187112250063 0.0010139333112604287 leaf_count=478 3611 3140 13891 2921 1875 internal_value=0 -0.000388343 -0.0114353 0.000930838 0.00456684 internal_weight=0.0139979 0.00799816 0.00560532 0.00599977 0.00499236 internal_count=25916 17509 14369 8407 5486 is_linear=0 shrinkage=0.1 Tree=773 num_leaves=3 num_cat=0 split_feature=357 357 split_gain=3.19011e-08 2.16457e-06 threshold=0.041381835937500007 -0.014007568359374998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0 0 0.0017588384703628357 leaf_weight=0.0010066082711430724 0.0038127898252943168 0.0071002182830441907 leaf_count=975 15479 9462 internal_value=0 0.000198371 internal_weight=0.0119196 0.00810683 internal_count=25916 10437 is_linear=0 shrinkage=0.1 Tree=774 num_leaves=9 num_cat=0 split_feature=278 324 301 5 350 141 380 70 split_gain=3.17448e-05 0.000185339 0.000144998 0.000117142 9.06123e-05 7.63199e-05 4.32225e-05 3.52651e-06 threshold=0.0074920654296875009 -0.011566162109374998 -0.056030273437499993 0.018005371093750003 -0.036010742187499993 -0.025207519531249997 0.024841308593750003 -0.0044403076171874991 decision_type=2 2 2 2 2 2 2 2 left_child=1 7 -3 4 -2 -4 -6 -1 right_child=3 2 5 -5 6 -7 -8 -9 leaf_value=0.0033995065868228508 0 0 -0.026786325816325285 0 0.024251246971331575 0 0 0 leaf_weight=0.0030514816783968612 0.0010471741108624144 0.0014134813630777296 0.0057587147160993455 0.0019741319122554835 0.0046960084356486576 0.0014016157912251064 0.0010031129342129574 0.0013335411668995443 leaf_count=1915 773 883 12275 1387 4065 1964 472 2182 internal_value=0 -0.00224596 -0.0149597 0.00537649 0.0145259 -0.0216903 0.020218 0 internal_weight=0.0216793 0.0129588 0.00857381 0.00872043 0.0067463 0.00716033 0.00569912 0.00438502 internal_count=25916 19219 15122 6697 5310 14239 4537 4097 is_linear=0 shrinkage=0.1 Tree=775 num_leaves=6 num_cat=0 split_feature=206 96 359 143 359 split_gain=7.34608e-06 9.01192e-05 8.00382e-05 6.65035e-05 2.38981e-05 threshold=0.033813476562500007 -0.012237548828124998 0.00027847290039062505 -0.034790039062499993 -0.036254882812499993 decision_type=2 2 2 2 2 left_child=3 -2 -3 -1 -5 right_child=1 2 -4 4 -6 leaf_value=0 0 0.01899934674351653 0 0 -0.015792808519555574 leaf_weight=0.0014624377320830995 0.0037512976569749048 0.004717923820413362 0.0021836822138125989 0.001188833591600158 0.0039131340171851816 leaf_count=1338 6214 5185 2657 1264 9258 internal_value=0 0.000373565 0.0114364 -0.00331124 -0.012019 internal_weight=0.0172173 0.0106529 0.00690161 0.00656441 0.00510197 internal_count=25916 14056 7842 11860 10522 is_linear=0 shrinkage=0.1 Tree=776 num_leaves=7 num_cat=0 split_feature=292 159 159 17 169 347 split_gain=3.44898e-06 3.16883e-05 6.43226e-05 2.42594e-05 1.92984e-05 1.5308e-06 threshold=-0.023254394531249997 0.13232421875000003 0.058471679687500007 -0.0043182373046874991 0.022399902343750003 -0.0004835128784179687 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0 0 0 -0.014800562389751215 0.0079365519601522962 0 0 leaf_weight=0.0016467176612309231 0.0013321400297829911 0.0015248457799454948 0.0054152412019812246 0.0041155852598939724 0.0011712898159808027 0.0010116417208023689 leaf_count=1938 1683 868 11981 6214 1432 1800 internal_value=0 -0.00187373 -0.00664861 0.000443892 -0.0122801 0.00689747 internal_weight=0.0162175 0.00944352 0.00791867 0.00677394 0.00658653 0.00512723 internal_count=25916 15964 15096 9952 13413 8014 is_linear=0 shrinkage=0.1 Tree=777 num_leaves=5 num_cat=0 split_feature=331 291 108 158 split_gain=3.6663e-07 6.46504e-05 4.17589e-05 2.49633e-06 threshold=-0.061157226562499993 -0.00040626525878906245 0.0017662048339843752 -0.0032424926757812496 decision_type=2 2 2 2 left_child=2 -2 3 -1 right_child=1 -3 -4 -5 leaf_value=0.0094821854633916573 -0.012313649200373949 0 0 0 leaf_weight=0.0049628244531254584 0.0042637890897407882 0.0020555156365578142 0.0015199868625459523 0.0010625973611524397 leaf_count=5703 11696 1480 5855 1182 internal_value=0 0 0.000697063 0.00836138 internal_weight=0.0138647 0.0063193 0.00754541 0.00602542 internal_count=25916 13176 12740 6885 is_linear=0 shrinkage=0.1 Tree=778 num_leaves=4 num_cat=0 split_feature=335 335 101 split_gain=4.95497e-08 7.15735e-06 4.26669e-06 threshold=-0.0017242431640624998 0.038452148437500007 0.089599609375000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0 -0.0039736713506512257 0 0.0037745780924552485 leaf_weight=0.0020494033754117069 0.0045327980960829795 0.0022301022584467756 0.0030294679803084534 leaf_count=3277 13995 6115 2529 internal_value=0 0 0.000312346 internal_weight=0.0118418 0.0067629 0.00507887 internal_count=25916 20110 5806 is_linear=0 shrinkage=0.1 Tree=779 num_leaves=8 num_cat=0 split_feature=217 163 46 250 278 250 149 split_gain=2.94671e-05 0.000118823 6.60981e-05 5.72994e-05 5.15425e-05 1.99037e-05 1.60758e-05 threshold=0.0048370361328125009 0.0073699951171875009 -0.024841308593749997 0.017150878906250003 0.022644042968750003 -0.024230957031249997 -0.012237548828124998 decision_type=2 2 2 2 2 2 2 left_child=2 -2 -1 -3 5 -4 -7 right_child=1 3 4 -5 -6 6 -8 leaf_value=0 0 0.020428704258993038 0 0 0 0 -0.019216208119574866 leaf_weight=0.0014557055952355577 0.0060583197561774327 0.0047139040613750627 0.0010049539678878014 0.0012033911649567131 0.0010369816986317559 0.0015525922792754008 0.0044001659667629572 leaf_count=544 7552 5362 879 1297 366 3171 6745 internal_value=0 0.00414797 -0.00306229 0.0153501 -0.0096831 -0.0134839 -0.0156827 internal_weight=0.021426 0.0119756 0.0094504 0.0059173 0.00799469 0.00695771 0.00595276 internal_count=25916 14211 11705 6659 11161 10795 9916 is_linear=0 shrinkage=0.1 Tree=780 num_leaves=8 num_cat=0 split_feature=359 296 203 143 279 158 74 split_gain=1.10225e-05 9.77214e-05 6.47312e-05 4.82219e-05 2.68581e-05 2.68057e-05 1.65104e-05 threshold=-0.026306152343749997 0.0079650878906250017 -0.0072479248046874991 -0.030212402343749997 -0.0090026855468749983 0.016540527343750003 -0.052856445312499993 decision_type=2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 6 -5 right_child=1 -3 -4 5 -6 -7 -8 leaf_value=0 0 0 0 0 0.017164454018205582 0 -0.021358069876589614 leaf_weight=0.0011891867081965657 0.0017139345108749815 0.0022262710845382125 0.0022841282249133057 0.0010041218531080531 0.0031342739529085506 0.0011479789976940324 0.0043740161366219166 leaf_count=763 1505 3163 3761 3124 3551 561 9545 internal_value=0 -0.00313243 0.00106736 -0.011448 0.012307 -0.0154714 -0.0184472 internal_weight=0.0170739 0.0104663 0.00660759 0.00824005 0.00432346 0.00652612 0.00537814 internal_count=25973 17898 8075 14735 4314 13230 12669 is_linear=0 shrinkage=0.1 Tree=781 num_leaves=6 num_cat=0 split_feature=283 213 347 347 213 split_gain=2.10687e-07 3.52534e-05 3.08279e-05 2.45131e-05 2.21332e-06 threshold=0.050415039062500007 0.038208007812500007 0.0027847290039062504 -0.028259277343749997 -0.0050811767578124991 decision_type=2 2 2 2 2 left_child=1 3 4 -1 -2 right_child=2 -3 -4 -5 -6 leaf_value=0 0 0 0 -0.010630716389066123 0.0081908560870304677 leaf_weight=0.0011425537033731272 0.0010118869960096255 0.0023454491525800591 0.001614797924693212 0.0052931572175858319 0.0049484170599494162 leaf_count=1819 2242 1475 2648 12303 5486 internal_value=0 -0.000245084 0.000456619 -0.00740673 0.00721019 internal_weight=0.0163563 0.00878116 0.0075751 0.00643571 0.0059603 internal_count=25973 15597 10376 14122 7728 is_linear=0 shrinkage=0.1 Tree=782 num_leaves=7 num_cat=0 split_feature=291 306 84 284 108 245 split_gain=1.26325e-06 3.26405e-05 2.97048e-05 2.78568e-05 1.42556e-05 2.24907e-06 threshold=-0.010101318359374998 0.071533203125000014 -0.012603759765624998 -0.019104003906249997 -0.025329589843749997 -0.024963378906249997 decision_type=2 2 2 2 2 2 left_child=2 -2 4 -3 -1 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0 0 0 0 0 -0.012756270194461641 0.014511057607282616 leaf_weight=0.0011495415225035721 0.0015154164760304845 0.001004386823115766 0.0032436132362216874 0.0010999922581240718 0.0027015366101292848 0.0030397961605925783 leaf_count=1085 3093 1368 4581 959 13060 1827 internal_value=0 0.00137727 0 0.0081183 -0.00878256 0.0122142 internal_weight=0.0137543 0.00665959 0.00709469 0.00514418 0.00385108 0.00413979 internal_count=25973 7247 18726 4154 14145 2786 is_linear=0 shrinkage=0.1 Tree=783 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=784 num_leaves=8 num_cat=0 split_feature=262 292 301 350 235 350 38 split_gain=3.04149e-05 0.000146222 9.05803e-05 0.000112714 8.66965e-05 7.21963e-05 2.54525e-05 threshold=-0.010711669921874998 0.013824462890625002 -0.057983398437499993 0.0087585449218750017 -0.014007568359374998 -0.031127929687499997 0.0090637207031250017 decision_type=2 2 2 2 2 2 2 left_child=5 2 -2 4 -4 -1 -7 right_child=1 -3 3 -5 -6 6 -8 leaf_value=0 0 0 0 0 -0.026177729922922589 0.016066312558438222 0 leaf_weight=0.001771825318906739 0.0011869030427948965 0.0036440425164536725 0.0010870875983148851 0.0013085693812457944 0.0064604012171001193 0.0047093370748552124 0.0010022678045338296 leaf_count=3516 509 2650 670 845 11716 5720 347 internal_value=0 -0.00217971 -0.0123317 -0.0165751 -0.0217188 0.00565272 0.0129718 internal_weight=0.0211704 0.013687 0.010043 0.00885606 0.00754749 0.00748343 0.0057116 internal_count=25973 16390 13740 13231 12386 9583 6067 is_linear=0 shrinkage=0.1 Tree=785 num_leaves=7 num_cat=0 split_feature=362 79 46 323 143 58 split_gain=7.75549e-06 8.11668e-05 6.52432e-05 0.000115664 8.05454e-05 3.04352e-05 threshold=-0.054321289062499993 -0.022644042968749997 -0.0027694702148437496 0.025817871093750003 0.0021438598632812504 0.042114257812500007 decision_type=2 2 2 2 2 2 left_child=2 -2 -1 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0 0 -0.017235810432740351 0.023784473749136868 0 0 0 leaf_weight=0.0038976748147958595 0.0010053590722467467 0.0040177601636368632 0.004621733998305011 0.0011616160832681466 0.0011131540400590723 0.001087646390493191 leaf_count=4871 768 11181 4609 1732 1367 1445 internal_value=0 -0.00356251 0 0.00972641 0.0177609 -0.0131974 internal_weight=0.0169049 0.00611077 0.0107942 0.0068965 0.00573489 0.00510541 internal_count=25973 13394 12579 7708 5976 12626 is_linear=0 shrinkage=0.1 Tree=786 num_leaves=4 num_cat=0 split_feature=169 159 159 split_gain=1.42633e-08 3.56204e-05 0.000100953 threshold=0.0075225830078125009 0.12036132812500001 0.064208984375000014 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=0 0.00012826790438092832 0 -0.016431592406681347 leaf_weight=0.0015865576334683773 0.00716827715778967 0.0024305207925312544 0.0050583837812367971 leaf_count=2036 9634 1816 12487 internal_value=0 -5.21643e-05 -0.0073218 internal_weight=0.0162437 0.00907546 0.00664494 internal_count=25973 16339 14523 is_linear=0 shrinkage=0.1 Tree=787 num_leaves=4 num_cat=0 split_feature=359 84 245 split_gain=1.55548e-07 2.46471e-05 1.57739e-05 threshold=-0.0087585449218749983 -0.037475585937499993 -0.026916503906249997 decision_type=2 2 2 left_child=1 -1 -3 right_child=-2 2 -4 leaf_value=0 0 0 0.0090435617061547912 leaf_weight=0.0017956135043706309 0.0049536726807728479 0.0019251918193583526 0.0049612788988970796 leaf_count=6665 10859 3814 4635 internal_value=0 0.000423273 0.00600136 internal_weight=0.0136358 0.00868208 0.00688647 internal_count=25973 15114 8449 is_linear=0 shrinkage=0.1 Tree=788 num_leaves=2 num_cat=0 split_feature=104 split_gain=1.50537e-07 threshold=0.043334960937500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00043030686885463818 0 leaf_weight=0.0081299013537187159 0.0036502699843881112 leaf_count=21950 4023 internal_value=0 internal_weight=0.0117802 internal_count=25973 is_linear=0 shrinkage=0.1 Tree=789 num_leaves=9 num_cat=0 split_feature=278 246 301 165 69 122 89 353 split_gain=1.88905e-05 0.000137093 0.000150105 8.99905e-05 8.12166e-05 8.17423e-05 3.44062e-05 2.11037e-05 threshold=0.0074920654296875009 0.022644042968750003 -0.056030273437499993 -0.0052337646484374991 -0.023620605468749997 -0.047973632812499993 -0.0011863708496093748 -0.016296386718749997 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 -3 7 -2 -6 -7 -4 right_child=4 2 3 -5 5 6 -8 -9 leaf_value=0 0 0 0 0 0 0.021242840469174126 0 -0.028122854644059326 leaf_weight=0.0039792972001124758 0.0013866668244668645 0.0012843934236537189 0.0011173303494431694 0.0010047307629639218 0.0011131275619860048 0.0047299377809122412 0.0012830753548636054 0.00507151847901266 leaf_count=4719 700 719 1156 950 719 4339 973 11698 internal_value=0 -0.00150252 -0.0128461 -0.0200786 0.00434592 0.0116847 0.0172554 -0.0247792 internal_weight=0.0209701 0.0124573 0.00847797 0.00719358 0.00851281 0.00712614 0.00601301 0.00618885 internal_count=25973 19242 14523 13804 6731 6031 5312 12854 is_linear=0 shrinkage=0.1 Tree=790 num_leaves=7 num_cat=0 split_feature=307 143 58 107 104 275 split_gain=6.83689e-06 7.20613e-05 8.62961e-05 2.09437e-05 1.6407e-05 4.34396e-05 threshold=0.022399902343750003 -0.026794433593749997 0.053588867187500007 -0.012481689453124998 0.016540527343750003 0.025695800781250003 decision_type=2 2 2 2 2 2 left_child=1 -1 3 -3 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0 0.011408034318443203 0 0 -0.020128629183981055 0 0 leaf_weight=0.0026026133385683705 0.004598498388452831 0.0010394314423982634 0.0010404649091881879 0.0045941450150286407 0.0016638567260516268 0.0011954793503625716 leaf_count=2061 5322 1209 1222 10109 3376 2674 internal_value=0 -0.00271477 -0.0108727 -0.017124 0 0.0053214 internal_weight=0.0167345 0.00927665 0.00667404 0.00563358 0.00745783 0.00579398 internal_count=25973 14601 12540 11318 11372 7996 is_linear=0 shrinkage=0.1 Tree=791 num_leaves=6 num_cat=0 split_feature=372 213 203 17 239 split_gain=9.36438e-08 3.70464e-05 3.22311e-05 5.20282e-06 2.42995e-06 threshold=0.0010032653808593752 0.0029525756835937504 0.010467529296875002 0.027526855468750003 -0.031127929687499997 decision_type=2 2 2 2 2 left_child=3 -2 4 -1 -3 right_child=1 2 -4 -5 -6 leaf_value=-0.0034145045298026103 0 0 0 0 0.011513778470089969 leaf_weight=0.0044625341613273575 0.0026827099602217963 0.0010393764183005407 0.0012759311381682625 0.0012509845487791438 0.0054161937767105437 leaf_count=7299 6950 1770 2047 1866 6041 internal_value=0 0.000299865 0.00693089 0 0.0103663 internal_weight=0.0161277 0.0104142 0.0077315 0.00571352 0.00645557 internal_count=25973 16808 9858 9165 7811 is_linear=0 shrinkage=0.1 Tree=792 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=793 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=794 num_leaves=10 num_cat=0 split_feature=327 380 253 46 52 10 350 350 338 split_gain=4.93959e-05 0.000136263 0.000120656 0.000103965 7.60648e-05 6.6407e-05 5.94121e-05 4.58432e-05 9.56275e-06 threshold=0.027526855468750003 0.015686035156250003 0.024475097656250003 -0.022033691406249997 -0.030334472656249997 0.058959960937500007 -0.041381835937499993 0.0030441284179687504 -0.029846191406249997 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 2 5 -1 -5 6 -2 8 -6 right_child=1 -3 -4 4 7 -7 -8 -9 -10 leaf_value=0 0 0 0 0 0 0 0.028565217678300642 0 -0.024405328383053457 leaf_weight=0.0024805774545235693 0.0010489268028592855 0.002271814496931591 0.0013361048808382403 0.0010874463581436178 0.0010708141664439452 0.0010655851273071448 0.0051110904141511418 0.0010767283539361294 0.0042059755327172876 leaf_count=1814 765 3467 1103 1001 1535 782 5105 807 9594 internal_value=0 0.00562797 0.014115 -0.00389884 -0.0126486 0.0200763 0.0240952 -0.017524 -0.0213689 internal_weight=0.0207551 0.0108335 0.00856171 0.00992154 0.00744096 0.0072256 0.00616002 0.00635352 0.00527679 internal_count=25973 11222 7755 14751 12937 6652 5870 11936 11129 is_linear=0 shrinkage=0.1 Tree=795 num_leaves=6 num_cat=0 split_feature=359 203 314 206 359 split_gain=4.03834e-06 5.68347e-05 5.47401e-05 5.6287e-06 3.7284e-06 threshold=-0.024597167968749997 -0.0046539306640624991 0.0052032470703125009 0.068603515625000014 -0.033325195312499993 decision_type=2 2 2 2 2 left_child=1 4 3 -2 -1 right_child=2 -3 -4 -5 -6 leaf_value=0.013646105184111898 -0.013065552911137788 0 0 0 0 leaf_weight=0.0032615639551174525 0.0037627859230318084 0.0023568367277706495 0.0050733773679323413 0.0010011651271191191 0.0011800017082621572 leaf_count=3562 5866 3901 10260 1149 1240 internal_value=0 0.000504199 -0.00198228 -0.0110914 0.0113291 internal_weight=0.0166357 0.0067984 0.00983733 0.00476395 0.00444157 internal_count=25978 8703 17275 7015 4802 is_linear=0 shrinkage=0.1 Tree=796 num_leaves=5 num_cat=0 split_feature=347 12 169 375 split_gain=4.90813e-08 2.97895e-05 3.28094e-05 1.50087e-06 threshold=-0.0031814575195312496 0.0085754394531250017 -0.0062713623046874991 0.079833984375000014 decision_type=2 2 2 2 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=0 -0.0018724591429459547 0 0.011067540800661239 0 leaf_weight=0.0021938829252658989 0.0042807130690603037 0.0034388955781634589 0.0051144952649959672 0.0010569055279219253 leaf_count=3754 6564 7387 5054 3219 internal_value=0 0.000213702 0.00638966 0 internal_weight=0.0160849 0.0107473 0.00730838 0.00533762 internal_count=25978 16195 8808 9783 is_linear=0 shrinkage=0.1 Tree=797 num_leaves=4 num_cat=0 split_feature=74 328 328 split_gain=2.23634e-07 2.96134e-05 2.35864e-05 threshold=-0.0099792480468749983 -0.053344726562499993 -0.0040130615234374991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0 0.006385011563859469 -0.0081221144018290021 0 leaf_weight=0.0013007134021050248 0.0058403113141873852 0.0044889921090058849 0.0016941414165565494 leaf_count=1037 6041 14358 4542 internal_value=0 0 0.000544807 internal_weight=0.0133242 0.00578971 0.00753445 internal_count=25978 15395 10583 is_linear=0 shrinkage=0.1 Tree=798 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=799 num_leaves=7 num_cat=0 split_feature=129 262 326 287 253 92 split_gain=2.31423e-05 0.000113626 7.83527e-05 0.000102356 6.54537e-05 4.8046e-05 threshold=-0.024108886718749997 -0.0036544799804687496 0.023986816406250003 0.036987304687500007 -0.011993408203124998 -0.0018196105957031248 decision_type=2 2 2 2 2 2 left_child=1 5 3 4 -2 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0 0 0 0 0 -0.024015687374776284 0.019793402757139054 leaf_weight=0.0010664472817185633 0.001303185546185138 0.0046960369626398712 0.0017152852839816832 0.0029796413758385043 0.0044146402145575072 0.004501473281131485 leaf_count=438 764 4874 995 3371 9834 5702 internal_value=0 0.00378281 -0.00284952 -0.00999038 -0.0181887 0.0151806 internal_weight=0.0206767 0.010264 0.0104128 0.00869747 0.00571783 0.00556792 internal_count=25978 11014 14964 13969 10598 6140 is_linear=0 shrinkage=0.1 Tree=800 num_leaves=7 num_cat=0 split_feature=58 206 266 143 206 279 split_gain=2.17531e-06 5.26554e-05 4.77008e-05 5.29082e-05 5.41826e-05 1.93164e-05 threshold=0.026428222656250003 0.029113769531250003 0.032836914062500007 -0.035278320312499993 0.075927734375000014 -0.015380859374999998 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=0 0 0 0 -0.019329058611708441 0 0.012686464763694975 leaf_weight=0.0011908257279538148 0.0026030585197722722 0.0013832232486712392 0.0016604206919565989 0.0042013106760077079 0.0010251731192614244 0.0044717689930715565 leaf_count=940 3399 1394 2239 10434 1247 6325 internal_value=0 0 -0.00164103 -0.00881595 -0.0140235 0.00948326 internal_weight=0.0165358 0.00845805 0.00807773 0.00641731 0.00522648 0.00585499 internal_count=25978 11118 14860 12621 11681 7719 is_linear=0 shrinkage=0.1 Tree=801 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=802 num_leaves=2 num_cat=0 split_feature=74 split_gain=1.02677e-08 threshold=-0.0099792480468749983 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.00011705620111058994 leaf_weight=0.0057511824021339031 0.0074934716025447656 leaf_count=15395 10583 internal_value=0 internal_weight=0.0132447 internal_count=25978 is_linear=0 shrinkage=0.1 Tree=803 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=804 num_leaves=9 num_cat=0 split_feature=141 165 25 341 245 380 125 139 split_gain=2.06937e-05 7.0285e-05 0.000109066 0.000126417 6.41539e-05 5.72916e-05 3.42642e-05 2.99657e-06 threshold=-0.037231445312499993 -0.0078430175781249983 0.029724121093750003 0.045288085937500007 -0.015930175781249997 -0.030761718749999997 0.037475585937500007 0.030944824218750003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 5 6 -1 -2 -7 right_child=4 -3 -4 -5 -6 7 -8 -9 leaf_value=0 0.017517125359964386 0 0 0 0 -0.026621127740642844 0 0 leaf_weight=0.0010184571415008401 0.00374428802626392 0.0022607658526332406 0.0024210701708784485 0.0011013306802856171 0.0022726776390404871 0.0052247893545016568 0.0012961501587098745 0.0011711104055689425 leaf_count=520 3855 2543 2065 773 2258 10660 1964 1340 internal_value=0 -0.00178773 -0.00825357 -0.0146821 0.00474647 -0.0204472 0.0126477 -0.0239632 internal_weight=0.0205106 0.0131975 0.0109368 0.00851569 0.00731312 0.00741436 0.00504044 0.0063959 internal_count=25978 17901 15358 13293 8077 12520 5819 12000 is_linear=0 shrinkage=0.1 Tree=805 num_leaves=7 num_cat=0 split_feature=161 359 189 307 275 189 split_gain=3.79834e-06 3.85182e-05 4.56618e-05 3.69438e-05 3.32381e-05 6.64735e-06 threshold=0.019348144531250003 -0.032836914062499993 -0.025451660156249997 0.0083923339843750017 0.027038574218750003 0.0099182128906250017 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=0 0 0 -0.014076005983300527 0.014088602434589471 0 0 leaf_weight=0.00189596789358104 0.0029672200371630986 0.0011225411474127247 0.0044357571537367866 0.0038752584337164997 0.0010496081273139168 0.0010766655848972739 leaf_count=2288 3282 1344 11678 3924 1963 1499 internal_value=0 -0.00223025 -0.00871601 0.000317765 0.00785545 0.0119126 internal_weight=0.016423 0.00745427 0.0055583 0.00896875 0.00600153 0.00495192 internal_count=25978 15310 13022 10668 7386 5423 is_linear=0 shrinkage=0.1 Tree=806 num_leaves=4 num_cat=0 split_feature=314 375 375 split_gain=4.65637e-09 9.17791e-06 4.99176e-06 threshold=0.0045623779296875009 0.080322265625000014 0.048706054687500007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0 -0.0045095297647246057 0 0.0025648257174528412 leaf_weight=0.0021419354514675693 0.0045154348775677802 0.0016925969808772034 0.0075881627111722416 leaf_count=1450 9447 5180 9901 internal_value=0 -8.66056e-05 0 internal_weight=0.0159381 0.00620803 0.0097301 internal_count=25978 14627 11351 is_linear=0 shrinkage=0.1 Tree=807 num_leaves=4 num_cat=0 split_feature=328 74 74 split_gain=4.45126e-08 2.50303e-05 6.45275e-06 threshold=-0.036743164062499993 0.016540527343750003 -0.038696289062499993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0 -0.0065433737152417355 0 0.0040507890977112505 leaf_weight=0.0010225147997569017 0.0058460221016020109 0.0023712890747811244 0.0039595780986152471 leaf_count=1175 17853 4232 2718 internal_value=0 0 0.000298906 internal_weight=0.0131994 0.00821731 0.00498209 internal_count=25978 22085 3893 is_linear=0 shrinkage=0.1 Tree=808 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=809 num_leaves=6 num_cat=0 split_feature=217 290 95 163 244 split_gain=1.83918e-05 8.45831e-05 5.88125e-05 4.46604e-05 2.17938e-05 threshold=0.018859863281250003 -0.053588867187499993 -0.016540527343749997 -0.0012931823730468748 0.020690917968750003 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -5 right_child=3 2 -4 4 -6 leaf_value=0 0 0 -0.017076610328420429 0.016022329415468117 0 leaf_weight=0.0067040499689774427 0.0018271688851028145 0.0022063285712770045 0.0049879245507369347 0.0032248726806898267 0.0014003612635553608 leaf_count=5045 1944 1666 12168 4005 1150 internal_value=0 -0.0012169 -0.0109741 0.0050313 0.0114835 internal_weight=0.0203507 0.0138983 0.00719425 0.0064524 0.00462523 internal_count=25978 18879 13834 7099 5155 is_linear=0 shrinkage=0.1 Tree=810 num_leaves=6 num_cat=0 split_feature=56 266 158 143 275 split_gain=5.28514e-06 6.38688e-05 6.0736e-05 4.91274e-05 1.0081e-05 threshold=0.026550292968750003 0.020690917968750003 -0.019714355468749997 -0.034790039062499993 0.020935058593750003 decision_type=2 2 2 2 2 left_child=1 3 -2 -1 -4 right_child=2 -3 4 -5 -6 leaf_value=0 0 0 0.014309877851208345 -0.015604829292995025 0 leaf_weight=0.0012412432606110349 0.0017667113546329105 0.0040371261711311668 0.0034583029309267479 0.0048573157421660804 0.0010096358140874173 leaf_count=750 5014 6036 3588 9086 1473 internal_value=0 -0.0022835 0 -0.0106486 0.0116592 internal_weight=0.0163703 0.0101357 0.00623465 0.00609856 0.00446794 internal_count=25947 15872 10075 9836 5061 is_linear=0 shrinkage=0.1 Tree=811 num_leaves=2 num_cat=0 split_feature=93 split_gain=9.32356e-08 threshold=0.017395019531250003 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.00034407289515165062 leaf_weight=0.0079422782068652165 0.0078755265170504796 leaf_count=19717 6230 internal_value=0 internal_weight=0.0158178 internal_count=25947 is_linear=0 shrinkage=0.1 Tree=812 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=813 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=814 num_leaves=6 num_cat=0 split_feature=327 50 163 213 278 split_gain=2.55379e-05 0.000157643 0.000139624 8.62294e-05 1.78896e-05 threshold=0.017761230468750003 0.028625488281250003 -0.00098800659179687478 -0.020812988281249997 -0.020080566406249997 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -4 right_child=1 -3 4 -5 -6 leaf_value=0 0 0 0 -0.013639186017538777 0.024695345667052157 leaf_weight=0.0019658595313118976 0.002740509889991305 0.0039224938026185549 0.0011848683824378092 0.0050390169562908307 0.0054632693657412634 leaf_count=1741 3085 3770 1820 9902 5629 internal_value=0 0.00368009 0.0136788 -0.00327441 0.0217775 internal_weight=0.020316 0.0133111 0.00938865 0.00700488 0.00664814 internal_count=25947 14304 10534 11643 7449 is_linear=0 shrinkage=0.1 Tree=815 num_leaves=8 num_cat=0 split_feature=126 290 58 275 203 362 143 split_gain=3.20876e-06 2.78159e-05 2.15541e-05 5.30837e-05 6.27241e-05 1.37236e-05 1.08345e-05 threshold=-0.012298583984374998 -0.0032119750976562496 0.0028610229492187504 0.026428222656250003 0.013702392578125002 -0.045043945312499993 -0.029357910156249997 decision_type=2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 -2 right_child=1 -3 3 -5 -6 -7 -8 leaf_value=0 0 0 0.016937379964304989 0 0 0 -0.011013501897617352 leaf_weight=0.0014361108291351963 0.001096158523936186 0.0012152903485045377 0.0052665788393286839 0.0013982620339687557 0.0013711681811243714 0.0010344147348908539 0.003450941959056042 leaf_count=2883 1189 1628 4816 2884 1616 1910 9021 internal_value=0 -0.00235975 0 0.00487473 0.00986325 0.0147648 -0.0082601 internal_weight=0.0162689 0.00576239 0.0105065 0.00907042 0.00767216 0.00630099 0.0045471 internal_count=25947 11838 14109 11226 8342 6726 10210 is_linear=0 shrinkage=0.1 Tree=816 num_leaves=4 num_cat=0 split_feature=213 239 169 split_gain=2.89631e-08 2.21503e-05 1.26845e-05 threshold=0.016418457031250003 0.0027999877929687504 -0.016662597656249997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077466690139462993 0 0 0.0040982210641664239 leaf_weight=0.0036910319551817219 0.0011544987089193715 0.0033478598718881258 0.0075695623955529534 leaf_count=13028 1284 4445 7190 internal_value=0 0 0.000182206 internal_weight=0.015763 0.00703889 0.00872406 internal_count=25947 17473 8474 is_linear=0 shrinkage=0.1 Tree=817 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=818 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=819 num_leaves=8 num_cat=0 split_feature=292 352 20 89 165 203 129 split_gain=1.76513e-05 8.56289e-05 0.000100618 6.7537e-05 6.60318e-05 6.22353e-05 1.01371e-05 threshold=-0.0067901611328124991 -0.042114257812499993 -0.0055389404296874991 0.0043182373046875009 -0.024475097656249997 0.027282714843750003 -0.0055694580078124991 decision_type=2 2 2 2 2 2 2 left_child=4 -2 3 6 5 -1 -3 right_child=1 2 -4 -5 -6 -7 -8 leaf_value=-0.016182331809661981 0 0.024938884451138576 0 0 0 0 0 leaf_weight=0.0050310165553406616 0.001804958406232072 0.0044713005903502809 0.00202533066037791 0.0010674417288978333 0.003499209374765222 0.0011753443958131271 0.0011005026232548953 leaf_count=9974 3299 3517 1188 776 5122 870 1201 internal_value=0 0.00367916 0.0107323 0.0173744 -0.00189343 -0.010583 0.0219297 internal_weight=0.0201751 0.0104695 0.00866458 0.00663924 0.00970557 0.00620636 0.0055718 internal_count=25947 9981 6682 5494 15966 10844 4718 is_linear=0 shrinkage=0.1 Tree=820 num_leaves=8 num_cat=0 split_feature=307 254 290 74 46 45 206 split_gain=2.62645e-06 5.50182e-05 6.2278e-05 5.1619e-05 3.67262e-05 5.27525e-05 1.24348e-05 threshold=0.021667480468750003 -0.013275146484374998 -0.0032119750976562496 0.023742675781250003 -0.010894775390624998 -0.022888183593749997 0.069091796875000014 decision_type=2 2 2 2 2 2 2 left_child=1 -1 3 6 -2 -6 -3 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0 0 -0.021545991420081602 0 0 0 0.014492768629019903 0 leaf_weight=0.0014335023161504692 0.0020093525927151745 0.0039630282559583998 0.0010509430619847233 0.0012415283208020433 0.0011657239058495694 0.0042600504070220415 0.0010324963338539384 leaf_count=2089 2082 8565 1099 1321 3066 6463 1262 internal_value=0 -0.00173535 -0.00889354 -0.0138663 0 0.00822728 -0.0185308 internal_weight=0.0161566 0.0087215 0.007288 0.00623705 0.00743513 0.00542577 0.00499552 internal_count=25947 14336 12247 11148 11611 9529 9827 is_linear=0 shrinkage=0.1 Tree=821 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=822 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=823 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=824 num_leaves=8 num_cat=0 split_feature=338 352 380 95 213 86 352 split_gain=1.51992e-05 6.78063e-05 0.000105984 7.1252e-05 6.0676e-05 0.000109311 7.946e-05 threshold=-0.018005371093749997 -0.041870117187499993 0.019226074218750003 0.013336181640625002 -0.017395019531249997 0.025939941406250003 -0.00082206726074218739 decision_type=2 2 2 2 2 2 2 left_child=1 -1 3 -3 -2 -6 -7 right_child=4 2 -4 -5 5 6 -8 leaf_value=0 0 0.022116765508951839 0 0 0 -0.022402677172459841 0 leaf_weight=0.0019041431076418647 0.0031044601769094626 0.005268110021972916 0.0014412286040152988 0.0010269631798349721 0.0012461356013730995 0.005021057999665679 0.0010181448340449428 leaf_count=4030 2509 4221 2662 996 2588 8674 267 internal_value=0 0.00362223 0.0101979 0.0172095 -0.00156674 -0.00931587 -0.0169025 internal_weight=0.0200302 0.00964044 0.0077363 0.00629507 0.0103898 0.00728534 0.0060392 internal_count=25947 11909 7879 5217 14038 11529 8941 is_linear=0 shrinkage=0.1 Tree=825 num_leaves=6 num_cat=0 split_feature=104 282 352 229 10 split_gain=1.45413e-06 4.03631e-05 4.58065e-05 2.89596e-05 2.11494e-05 threshold=0.0037918090820312504 0.0085754394531250017 -0.052856445312499993 0.0091857910156250017 0.019836425781250003 decision_type=2 2 2 2 2 left_child=3 2 -2 4 -1 right_child=1 -3 -4 -5 -6 leaf_value=0 0 0 -0.014100731903766648 0 0.011419468840344945 leaf_weight=0.0012638354073870595 0.0011327201582167481 0.002005482431269634 0.0044069380012192738 0.003187603203788747 0.0038425749882127214 leaf_count=1798 1708 2298 11014 4264 4867 internal_value=0 -0.00138825 -0.00868832 0 0.00753074 internal_weight=0.0158392 0.00754514 0.00553966 0.00829401 0.00510641 internal_count=25949 15020 12722 10929 6665 is_linear=0 shrinkage=0.1 Tree=826 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=827 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=828 num_leaves=2 num_cat=0 split_feature=104 split_gain=8.97968e-09 threshold=0.033813476562500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00011829480368509419 0 leaf_weight=0.0064169432721713493 0.0049566228081519004 leaf_count=19802 6147 internal_value=0 internal_weight=0.0113736 internal_count=25949 is_linear=0 shrinkage=0.1 Tree=829 num_leaves=7 num_cat=0 split_feature=203 139 10 350 213 145 split_gain=1.33412e-05 7.67892e-05 0.000138757 7.6264e-05 5.1443e-05 4.97348e-05 threshold=-0.0044403076171874991 0.0066680908203125009 0.053344726562500007 -0.040893554687499993 -0.020324707031249997 0.00086212158203125011 decision_type=2 2 2 2 2 2 left_child=4 -2 3 -3 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0 0 0 0 0.022740202341918713 -0.016124896142918867 0 leaf_weight=0.0017153739611730492 0.0042102018703331643 0.0011665565516998386 0.0018214377188736641 0.0058487456008766694 0.0039951490100780251 0.0010218520567359946 leaf_count=1150 3880 1153 2061 5573 10733 1399 internal_value=0 0.00285568 0.00994675 0.017956 -0.00200318 -0.0103885 internal_weight=0.0197793 0.0130469 0.00883674 0.0070153 0.00673238 0.005017 internal_count=25949 12667 8787 6726 13282 12132 is_linear=0 shrinkage=0.1 Tree=830 num_leaves=6 num_cat=0 split_feature=158 359 266 352 282 split_gain=1.51456e-06 6.52341e-05 9.17699e-05 1.24082e-05 6.95947e-06 threshold=0.0012092590332031252 -0.036743164062499993 0.034301757812500007 -0.024475097656249997 0.010711669921875002 decision_type=2 2 2 2 2 left_child=1 -1 4 -2 -3 right_child=3 2 -4 -5 -6 leaf_value=0 0.0054838445921634197 -0.018815517838345272 0 0 0 leaf_weight=0.0027941829245623486 0.0041260622085559362 0.0046741887785712874 0.0011813169206216223 0.0017733932680585865 0.0011937235440857563 leaf_count=3516 4226 13276 2526 1315 1090 internal_value=0 -0.00124043 -0.00973083 0 -0.0164361 internal_weight=0.0157429 0.00984341 0.00704923 0.00589946 0.00586791 internal_count=25949 20408 16892 5541 14366 is_linear=0 shrinkage=0.1 Tree=831 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=832 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=833 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=834 num_leaves=8 num_cat=0 split_feature=327 92 263 290 217 266 46 split_gain=1.25966e-05 9.04481e-05 8.57062e-05 8.19928e-05 7.22743e-05 3.66932e-05 2.34204e-05 threshold=0.027526855468750003 0.025329589843750003 -0.051635742187499993 -0.020935058593749997 0.026428222656250003 0.028381347656250003 -0.022033691406249997 decision_type=2 2 2 2 2 2 2 left_child=1 4 -2 5 6 -4 -1 right_child=2 -3 3 -5 -6 -7 -8 leaf_value=0 0 0 0.022850504254632156 0 0 0 -0.020720633027624818 leaf_weight=0.0011066263109276164 0.0040876539772878306 0.0026918328159577509 0.0041121611152346027 0.0010474180809056932 0.0011883339412257499 0.0010234590326831938 0.0043884353675677223 leaf_count=796 4029 3814 4089 1429 832 1664 9296 internal_value=0 -0.00155712 0.00317038 0.0124624 -0.0117785 0.0186183 -0.017328 internal_weight=0.0196459 0.00937523 0.0102707 0.00618304 0.0066834 0.00513562 0.00549506 internal_count=25949 14738 11211 7182 10924 5753 10092 is_linear=0 shrinkage=0.1 Tree=835 num_leaves=6 num_cat=0 split_feature=79 143 126 56 104 split_gain=1.28737e-06 5.93904e-05 3.3786e-05 3.97728e-05 6.88206e-06 threshold=-0.0023117065429687496 -0.030212402343749997 -0.011932373046874998 0.0036239624023437504 -0.015472412109374998 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=0 0 0 0 0.01301606362048041 -0.012538182219418556 leaf_weight=0.0012229683523621304 0.0019123419309727821 0.0010922471673082681 0.0027922796260293481 0.0043418355159277056 0.0042975189732707983 leaf_count=1431 1829 1874 4690 5642 10483 internal_value=0 -0.00132778 0 0.00779189 -0.0106103 internal_weight=0.0156592 0.00730211 0.00835708 0.0055648 0.00538977 internal_count=25949 14186 11763 7073 12357 is_linear=0 shrinkage=0.1 Tree=836 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=837 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=838 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=839 num_leaves=8 num_cat=0 split_feature=368 165 326 241 129 5 125 split_gain=9.27214e-06 9.87826e-05 0.000145137 0.000102161 2.43716e-05 3.09698e-05 4.44393e-06 threshold=0.047729492187500007 -0.010955810546874998 0.013397216796875002 -0.028869628906249997 -0.0084533691406249983 0.014678955078125002 0.036743164062500007 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -2 right_child=4 -3 -4 -5 -6 -7 -8 leaf_value=0 0.013924429472043663 0 0 -0.02514564259837343 0 0 0 leaf_weight=0.0010937245944844243 0.0035299001898065896 0.0028400640223062998 0.0030085805445805303 0.0054830425603769051 0.0010123009134461727 0.0013358254151776272 0.0012068394092887846 leaf_count=918 1806 3962 2751 13865 1032 800 815 internal_value=0 -0.000704076 -0.0101832 -0.0192825 0.0034954 0.00737484 0.0116236 internal_weight=0.0195103 0.0124254 0.00958535 0.00657677 0.00708487 0.00607257 0.00473674 internal_count=25949 21496 17534 14783 4453 3421 2621 is_linear=0 shrinkage=0.1 Tree=840 num_leaves=6 num_cat=0 split_feature=353 296 307 45 74 split_gain=9.12709e-07 1.97192e-05 5.18361e-05 1.15545e-05 1.11786e-05 threshold=0.014007568359375002 -0.032592773437499993 -0.0060577392578124991 -0.024963378906249997 0.017761230468750003 decision_type=2 2 2 2 2 left_child=1 -1 -3 -4 -2 right_child=4 2 3 -5 -6 leaf_value=0 -0.0056115249906766211 0 0 0.011498999637417212 0 leaf_weight=0.0016910242304470904 0.0038398001245900639 0.001758612989128272 0.0010818741121463304 0.0062853747110298581 0.0010006217816642682 leaf_count=3624 8500 2501 1669 8193 1416 internal_value=0 0 0.00464845 0.00985525 -0.00137317 internal_weight=0.0156573 0.0108169 0.00912586 0.00736725 0.00484042 internal_count=25903 15987 12363 9862 9916 is_linear=0 shrinkage=0.1 Tree=841 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=842 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=843 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=844 num_leaves=7 num_cat=0 split_feature=245 292 69 200 292 50 split_gain=1.21819e-05 6.84452e-05 0.000128581 6.06975e-05 4.72036e-05 5.90088e-05 threshold=-0.033325195312499993 -0.022644042968749997 -0.018127441406249997 -0.022277832031249997 0.016784667968750003 -0.0041046142578124991 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=0 0 0 0.021446436224762694 0 0 -0.018551884968299549 leaf_weight=0.0024978885249632432 0.0039847326831308205 0.0010458219508451272 0.0045026136979506859 0.0010516335221992801 0.0014248525081579366 0.0049108814931532185 leaf_count=5594 3102 690 4767 1294 1253 9203 internal_value=0 0.00353802 0.0118959 -0.00136207 -0.00922061 -0.0135832 internal_weight=0.0194184 0.00804632 0.00554844 0.0113721 0.00738737 0.00596252 internal_count=25903 11051 5457 14852 11750 10497 is_linear=0 shrinkage=0.1 Tree=845 num_leaves=6 num_cat=0 split_feature=314 203 353 56 206 split_gain=1.64357e-06 4.57508e-05 1.51108e-05 7.49575e-06 5.96094e-07 threshold=0.0043487548828125009 -0.035034179687499993 0.015228271484375002 -0.0012397766113281248 0.069091796875000014 decision_type=2 2 2 2 2 left_child=1 -1 3 -2 -3 right_child=2 4 -4 -5 -6 leaf_value=0 0 -0.0098015760388713378 0 0.00708488144222466 0 leaf_weight=0.0020020538216165562 0.001005249475567683 0.0049953025385041094 0.0020055828752627569 0.004503685653926004 0.0010801764430885541 leaf_count=1766 1864 8003 6207 6600 1463 internal_value=0 -0.00142644 0 0.00523733 -0.00883228 internal_weight=0.0155921 0.00807753 0.00751452 0.00550894 0.00607548 internal_count=25903 11232 14671 8464 9466 is_linear=0 shrinkage=0.1 Tree=846 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=847 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=848 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=849 num_leaves=6 num_cat=0 split_feature=217 25 122 203 253 split_gain=8.6607e-06 7.7983e-05 6.48217e-05 3.44675e-05 1.33079e-05 threshold=0.018859863281250003 0.015808105468750003 0.0090637207031250017 -0.017639160156249997 0.020446777343750003 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.016776799390172702 0 0 0 0.012199307339580624 0 leaf_weight=0.0050895841447001766 0.0012197286104549399 0.0060827427642689003 0.0021183454043609551 0.0037620616158013922 0.0010275852300853927 leaf_count=10774 1269 5092 3016 4515 1237 internal_value=0 -0.000580396 -0.0104313 0.00369688 0.00943979 internal_weight=0.0193 0.0132907 0.00720793 0.00600938 0.00478965 internal_count=25903 18882 13790 7021 5752 is_linear=0 shrinkage=0.1 Tree=850 num_leaves=5 num_cat=0 split_feature=362 359 314 140 split_gain=1.28253e-06 2.03487e-05 1.86675e-05 3.23789e-05 threshold=-0.054321289062499993 -0.035766601562499993 -0.0023117065429687496 0.046264648437500007 decision_type=2 2 2 2 left_child=2 -2 -1 -4 right_child=1 -3 3 -5 leaf_value=0 0 -0.0072524444346220192 0 0.010660832376082799 leaf_weight=0.0036590278805159748 0.0015210543408112906 0.0041125346673871466 0.0017507715197391249 0.0044913924401557281 leaf_count=4391 2065 11306 3323 4818 internal_value=0 -0.00150883 0 0.00546858 internal_weight=0.0155348 0.00563359 0.00990119 0.00624216 internal_count=25903 13371 12532 8141 is_linear=0 shrinkage=0.1 Tree=851 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=852 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=853 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=854 num_leaves=7 num_cat=0 split_feature=203 213 76 69 341 254 split_gain=6.97501e-06 6.65213e-05 7.19915e-05 3.53697e-05 3.31783e-05 3.96601e-06 threshold=0.014068603515625002 -0.0064544677734374991 -0.015106201171874998 -0.015167236328124998 0.036743164062500007 -0.00095367431640624989 decision_type=2 2 2 2 2 2 left_child=1 -1 4 -2 -3 -5 right_child=3 2 -4 5 -6 -7 leaf_value=0 0 -0.019144231117853936 0 0 0 0.010021235494753943 leaf_weight=0.0049851100465483347 0.0014521532947067151 0.0046888228712107507 0.0012547006199934447 0.0010101924082537295 0.0012297081620613604 0.0045959477306873877 leaf_count=4916 716 11837 1109 1087 1369 4869 internal_value=0 -0.00035785 -0.00964118 0.00310828 -0.0153067 0.00867495 internal_weight=0.0192166 0.0121583 0.00717323 0.00705829 0.00591853 0.00560614 internal_count=25903 19231 14315 6672 13206 5956 is_linear=0 shrinkage=0.1 Tree=855 num_leaves=8 num_cat=0 split_feature=282 74 254 314 79 254 362 split_gain=4.42637e-06 7.81946e-05 8.11179e-05 4.9216e-05 2.82159e-05 7.45113e-06 2.27937e-06 threshold=0.0004205703735351563 0.019958496093750003 -0.017639160156249997 0.021911621093750003 -0.014312744140624998 0.025207519531250003 -0.048217773437499993 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 6 -2 right_child=5 -3 3 -5 -6 -7 -8 leaf_value=0 0.0051696861589470037 0 0 0 -0.024748476231360415 0 0 leaf_weight=0.0011129006448267207 0.0036408643319982836 0.0023867526170380238 0.0010942436806291598 0.0012491905752021193 0.0039375472501375058 0.0010558366041930611 0.0010814763843880479 leaf_count=2663 3871 3218 1181 2944 9334 1096 1634 internal_value=0 -0.00212735 -0.0105708 -0.0161459 -0.0205722 0 0.0039722 internal_weight=0.0155588 0.00978063 0.00739388 0.00628098 0.00503179 0.00577818 0.00472234 internal_count=25941 19340 16122 13459 10515 6601 5505 is_linear=0 shrinkage=0.1 Tree=856 num_leaves=5 num_cat=0 split_feature=239 213 213 223 split_gain=1.20264e-07 2.40362e-05 3.49959e-07 2.14242e-06 threshold=-0.0003309249877929687 0.023132324218750003 -0.016052246093749997 0.0021286010742187504 decision_type=2 2 2 2 left_child=1 -1 -2 -4 right_child=2 -3 3 -5 leaf_value=-0.0078075887591206863 0 0 0 0.0025047819416382159 leaf_weight=0.0039430362077379488 0.0010236404139347677 0.0047031547069407154 0.0016579658461663991 0.0041642571493585301 leaf_count=13686 1314 4837 2641 3463 internal_value=0 0 0.000419133 0.000898683 internal_weight=0.0154921 0.00864619 0.00684586 0.00582222 internal_count=25941 18523 7418 6104 is_linear=0 shrinkage=0.1 Tree=857 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=858 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=859 num_leaves=7 num_cat=0 split_feature=50 368 217 382 86 254 split_gain=9.1884e-06 6.48768e-05 5.98233e-05 4.98222e-05 4.8939e-05 1.04361e-06 threshold=0.0085754394531250017 0.047729492187500007 -0.0018959045410156248 -0.0093078613281249983 0.060913085937500007 0.028991699218750003 decision_type=2 2 2 2 2 2 left_child=2 3 -1 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0 -0.018271621495677563 0 0.016517726200869279 0 0 0 leaf_weight=0.0019627289093691047 0.0034736402390674872 0.0045279303247032221 0.0043148364867393587 0.0024508938701361957 0.0012414789540522442 0.0012060872386112642 leaf_count=2852 8044 2961 6579 2950 1254 1301 internal_value=0 -0.000440547 0.00345242 -0.00955513 0.0111264 -0.015671 internal_weight=0.0191776 0.0116586 0.00751904 0.00713062 0.00555632 0.00467973 internal_count=25941 15256 10685 12295 7833 9345 is_linear=0 shrinkage=0.1 Tree=860 num_leaves=6 num_cat=0 split_feature=359 158 254 74 254 split_gain=4.76977e-07 2.93158e-05 4.44025e-05 1.7618e-05 2.83871e-05 threshold=-0.024841308593749997 0.015106201171875002 -0.013275146484374998 -0.018737792968749997 0.025573730468750003 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -5 right_child=1 -3 -4 4 -6 leaf_value=0 0 0 -0.011475899507064125 0.011086261355733856 0 leaf_weight=0.0014970179389013349 0.0015056523798384633 0.0020301054538984786 0.0056337919807618589 0.0037431145428641352 0.0010345958323942916 leaf_count=2482 2957 1577 12842 4851 1232 internal_value=0 -0.000721231 -0.00645985 0 0.0060725 internal_weight=0.0154443 0.00916955 0.00713944 0.00627473 0.00477771 internal_count=25941 17376 15799 8565 6083 is_linear=0 shrinkage=0.1 Tree=861 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=862 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=863 num_leaves=2 num_cat=0 split_feature=104 split_gain=2.4886e-08 threshold=0.043334960937500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00017766846666404694 0 leaf_weight=0.0078837550910275667 0.0034773875212881231 leaf_count=21930 4011 internal_value=0 internal_weight=0.0113611 internal_count=25941 is_linear=0 shrinkage=0.1 Tree=864 num_leaves=7 num_cat=0 split_feature=237 278 141 217 368 203 split_gain=1.43847e-05 0.000100485 8.03836e-05 4.82528e-05 6.55403e-05 3.27079e-05 threshold=-0.016906738281249997 -0.0075836181640624991 -0.070068359374999986 0.030944824218750003 0.051635742187500007 -0.010406494140624998 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.015931981133373969 0 0 0 0 0 0.022882610912333286 leaf_weight=0.0046226593435012564 0.004066535849414965 0.0014517559102082966 0.0011155122359487457 0.001284028087214395 0.0022356774319327588 0.0042859170379709877 leaf_count=10522 6838 1465 1038 1487 1109 3482 internal_value=0 0.00315089 0.0127453 -0.00208611 -0.00869039 0.0188394 internal_weight=0.0190621 0.0109197 0.00685319 0.00814236 0.00685834 0.00540143 internal_count=25941 12823 5985 13118 11631 4520 is_linear=0 shrinkage=0.1 Tree=865 num_leaves=6 num_cat=0 split_feature=282 158 296 254 362 split_gain=1.47774e-06 4.54697e-05 5.02937e-05 6.47436e-06 1.92993e-06 threshold=0.0004205703735351563 0.0068206787109375009 0.0019035339355468752 0.025207519531250003 -0.048217773437499993 decision_type=2 2 2 2 2 left_child=1 2 -1 4 -2 right_child=3 -3 -4 -5 -6 leaf_value=-0.014014673040481141 0.0048247261629638426 0 0 0 0 leaf_weight=0.0049508807915179531 0.0036103854318709772 0.0030642477339566376 0.0016186443698593678 0.0010467303446031195 0.0010729997305429792 leaf_count=13680 3871 2299 3361 1096 1634 internal_value=0 -0.00123851 -0.00845354 0 0.00371807 internal_weight=0.0153639 0.00963377 0.00656953 0.00573012 0.00468339 internal_count=25941 19340 17041 6601 5505 is_linear=0 shrinkage=0.1 Tree=866 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=867 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=868 num_leaves=2 num_cat=0 split_feature=104 split_gain=2.00261e-08 threshold=0.043334960937500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00015956965847177681 0 leaf_weight=0.0078649090179842007 0.0034693154512708277 leaf_count=21930 4011 internal_value=0 internal_weight=0.0113342 internal_count=25941 is_linear=0 shrinkage=0.1 Tree=869 num_leaves=7 num_cat=0 split_feature=327 253 352 381 38 254 split_gain=6.16701e-06 7.70559e-05 4.44633e-05 7.632e-06 4.23641e-06 3.45787e-06 threshold=0.017761230468750003 0.0096740722656250017 -0.040893554687499993 -0.011932373046874998 -0.032348632812499993 0.0002813339233398438 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0 0 0 0 0 -0.0056291838469780054 0.016030038289743719 leaf_weight=0.0010773986802996571 0.0010404570334865406 0.0048916764651349975 0.0013238343312291798 0.0013774974532156925 0.0041843371348353467 0.0050494893942287788 leaf_count=569 2546 7051 724 1748 9326 3977 internal_value=0 0.00197011 0.0105061 -0.00144737 -0.00402775 0.014077 internal_weight=0.0189447 0.0123055 0.00741378 0.00663923 0.00556183 0.00637332 internal_count=25941 14298 7247 11643 11074 4701 is_linear=0 shrinkage=0.1 Tree=870 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=871 num_leaves=2 num_cat=0 split_feature=239 split_gain=1.90742e-08 threshold=-0.0003309249877929687 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.00016810782427014966 leaf_weight=0.00846898195814072 0.0067494727570975863 leaf_count=18536 7394 internal_value=0 internal_weight=0.0152185 internal_count=25930 is_linear=0 shrinkage=0.1 Tree=872 num_leaves=2 num_cat=0 split_feature=158 split_gain=1.89191e-08 threshold=-0.030212402343749997 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00018945747687768954 0 leaf_weight=0.005270773248297056 0.0073704904746415556 leaf_count=8982 16948 internal_value=0 internal_weight=0.0126413 internal_count=25930 is_linear=0 shrinkage=0.1 Tree=873 num_leaves=2 num_cat=0 split_feature=104 split_gain=1.45443e-08 threshold=0.042846679687500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00013695805284275425 0 leaf_weight=0.0077538352158498247 0.0034367374347690216 leaf_count=21805 4125 internal_value=0 internal_weight=0.0111906 internal_count=25930 is_linear=0 shrinkage=0.1 Tree=874 num_leaves=9 num_cat=0 split_feature=237 217 368 203 217 368 52 5 split_gain=5.74347e-06 9.0807e-05 9.87701e-05 4.97629e-05 3.43601e-05 5.90841e-05 2.3664e-05 6.23351e-06 threshold=-0.018371582031249997 -0.0031509399414062496 1.0000000180025095e-35 -0.016906738281249997 0.032348632812500007 0.062744140625000014 -0.021911621093749997 0.020080566406250003 decision_type=2 2 2 2 2 2 2 2 left_child=4 -2 -3 -4 5 6 -1 -5 right_child=1 2 3 7 -6 -7 -8 -9 leaf_value=0 0 0 0 0.023231811062267599 0 0 -0.017622640560532411 0 leaf_weight=0.0011910700288759735 0.0036219782646058621 0.0010735524134927186 0.0010791025651111221 0.004618269650301877 0.0010110101993792142 0.001324642617900551 0.0038372201403387143 0.0010135093224747926 leaf_count=1432 4246 3154 1199 4579 1241 624 8975 480 internal_value=0 0.00179701 0.0110174 0.01697 -0.00167257 -0.00757153 -0.0137816 0.0207731 internal_weight=0.0187704 0.0114064 0.00778443 0.00671088 0.00736394 0.00635293 0.00502829 0.00563178 internal_count=25930 13658 9412 6258 12272 11031 10407 5059 is_linear=0 shrinkage=0.1 Tree=875 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=876 num_leaves=2 num_cat=0 split_feature=239 split_gain=1.04317e-08 threshold=-0.0003309249877929687 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.00012446173333131104 leaf_weight=0.0084572093154096084 0.0067341571165555622 leaf_count=18536 7394 internal_value=0 internal_weight=0.0151914 internal_count=25930 is_linear=0 shrinkage=0.1 Tree=877 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=878 num_leaves=2 num_cat=0 split_feature=104 split_gain=1.1782e-09 threshold=0.042846679687500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-3.9012206808617383e-05 0 leaf_weight=0.0077413253541493976 0.0034343453187126727 leaf_count=21805 4125 internal_value=0 internal_weight=0.0111757 internal_count=25930 is_linear=0 shrinkage=0.1 Tree=879 num_leaves=8 num_cat=0 split_feature=204 356 278 163 356 203 46 split_gain=6.09106e-06 5.47283e-05 5.07636e-05 4.71029e-05 6.31269e-05 3.95643e-05 4.32458e-07 threshold=0.0057525634765625009 -0.0021743774414062496 -0.015686035156249997 0.026550292968750003 0.035522460937500007 0.031860351562500007 0.015472412109375002 decision_type=2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 -1 -4 right_child=1 2 6 -5 -6 -7 -8 leaf_value=-0.015603393755918621 0 0 0.016477408063246966 0 0 0 0 leaf_weight=0.0062362195385612385 0.0023132926861860748 0.0015597822746720169 0.0040506766317376375 0.0011860069774760626 0.0011627791520756325 0.0010726646773706605 0.0010786552536361516 leaf_count=11857 2841 2535 3561 1497 1222 662 1755 internal_value=0 0.00212209 0.00937429 -0.00145232 -0.0076161 -0.0123937 0.0146139 internal_weight=0.0186601 0.00900241 0.00668911 0.00965767 0.00847166 0.00730888 0.00512933 internal_count=25930 10692 7851 15238 13741 12519 5316 is_linear=0 shrinkage=0.1 Tree=880 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=881 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=882 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=883 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=884 num_leaves=7 num_cat=0 split_feature=290 237 141 38 254 368 split_gain=2.96854e-06 0.000103746 6.974e-05 5.81693e-05 9.12215e-06 8.27979e-06 threshold=-0.044799804687499993 -0.029357910156249997 -0.072021484374999986 -0.024841308593749997 -0.0002160072326660156 0.058471679687500007 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0 0 0 0 -0.013218666394411806 0.018587733919090816 0 leaf_weight=0.0025381540376279155 0.0033299228255549984 0.0013214777127248389 0.0010425529661204358 0.0038434913197699094 0.0053506232526761011 0.0011507390582052857 leaf_count=3052 4838 945 902 10240 5117 836 internal_value=0 0.00148429 0.011722 -0.000923365 0.0165799 -0.0108579 internal_weight=0.018577 0.0102528 0.00771465 0.00832415 0.00639318 0.00499423 internal_count=25930 10016 6964 15914 6019 11076 is_linear=0 shrinkage=0.1 Tree=885 num_leaves=2 num_cat=0 split_feature=74 split_gain=2.92346e-08 threshold=0.0062713623046875009 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00017420303185319453 0 leaf_weight=0.0096335115551693384 0.0055945320397277074 leaf_count=18953 7001 internal_value=0 internal_weight=0.015228 internal_count=25954 is_linear=0 shrinkage=0.1 Tree=886 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=887 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=888 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=889 num_leaves=8 num_cat=0 split_feature=339 50 245 350 217 237 290 split_gain=5.33552e-06 9.39507e-05 7.26911e-05 6.07551e-05 4.00824e-05 1.83125e-05 1.68516e-05 threshold=-0.0076904296874999991 0.041870117187500007 -0.0043182373046874991 0.0049591064453125009 0.024719238281250003 -0.032836914062499993 -0.071044921874999986 decision_type=2 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 -2 right_child=3 -3 -4 -5 -6 -7 -8 leaf_value=0 0 0 0 0 0 0.020260656298743879 -0.015552029357863734 leaf_weight=0.0010195501831118392 0.0010316863212396221 0.0019502325940117249 0.0014609082715248967 0.0021406440586528852 0.0014425288956436688 0.0046170289329421355 0.0048974071379340733 leaf_count=1395 814 2020 1095 1664 1455 5204 12307 internal_value=0 0.00224812 0.0117819 -0.000895477 -0.00913521 0.0174286 -0.0130904 internal_weight=0.01856 0.00904772 0.00709749 0.00951227 0.00737162 0.00563658 0.00592909 internal_count=25954 9714 7694 16240 14576 6599 13121 is_linear=0 shrinkage=0.1 Tree=890 num_leaves=4 num_cat=0 split_feature=314 74 74 split_gain=6.36266e-08 2.4182e-05 5.1381e-07 threshold=0.0043487548828125009 0.023742675781250003 -0.032348632812499993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061789211856599063 0 0 0.00096309839485401213 leaf_weight=0.0063504728604282246 0.0018488293758136551 0.0014645215072981443 0.0055393577130276039 leaf_count=9670 5788 1550 8946 internal_value=0 -0.000285335 0 internal_weight=0.0152032 0.00781499 0.00738819 internal_count=25954 11220 14734 is_linear=0 shrinkage=0.1 Tree=891 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=892 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=893 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=894 num_leaves=7 num_cat=0 split_feature=356 38 338 237 350 352 split_gain=2.88894e-06 4.32407e-05 5.61586e-05 3.38952e-05 3.79998e-05 7.31276e-06 threshold=0.014434814453125002 -0.024841308593749997 -0.036987304687499993 -0.035766601562499993 -0.037963867187499993 -0.0027999877929687496 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -2 -5 -4 right_child=3 2 5 4 -6 -7 leaf_value=0 0 0 -0.015413458456909996 0 0.011988155235250278 0 leaf_weight=0.00358614292609749 0.0011854870543870355 0.0014315175509569391 0.0044983096775320633 0.0013298680550963837 0.0051926678322675715 0.0012413088941261056 leaf_count=4005 1446 1246 9947 2607 6046 657 internal_value=0 -0.000381776 -0.00777925 0.0018827 0.00749366 -0.0131702 internal_weight=0.0184653 0.0107573 0.00717114 0.00770802 0.00652254 0.00573962 internal_count=25954 15855 11850 10099 8653 10604 is_linear=0 shrinkage=0.1 Tree=895 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=896 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=897 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=898 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=899 num_leaves=8 num_cat=0 split_feature=339 149 350 200 278 290 246 split_gain=1.73349e-06 6.397e-05 5.12654e-05 3.93622e-05 2.08688e-05 1.3363e-05 1.66153e-05 threshold=-0.0092468261718749983 0.011749267578125002 0.0049591064453125009 -0.042114257812499993 -0.013885498046874998 -0.072021484374999986 0.012359619140625002 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -5 -7 right_child=2 -3 -4 5 -6 6 -8 leaf_value=0 0 0 0 0 0.013876846516874286 0 -0.017287592444221393 leaf_weight=0.0011164807480830152 0.0010635474444207205 0.0030735804662267441 0.0021668873659902443 0.0011755316472301658 0.0044938269393142161 0.0012682837559343518 0.0040366925034446277 leaf_count=1934 777 2031 1736 997 5276 1616 11587 internal_value=0 0.00139826 -0.000191646 -0.00824632 0.0108189 -0.011828 -0.0140033 internal_weight=0.0183948 0.00868389 0.00971094 0.00754406 0.00561031 0.00648051 0.00530498 internal_count=25954 9241 16713 14977 7210 14200 13203 is_linear=0 shrinkage=0.1 Tree=900 num_leaves=2 num_cat=0 split_feature=161 split_gain=7.35683e-09 threshold=0.019836425781250003 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00010211714494583876 0 leaf_weight=0.0070549260678005607 0.0080977347553747858 leaf_count=15533 10401 internal_value=0 internal_weight=0.0151527 internal_count=25934 is_linear=0 shrinkage=0.1 Tree=901 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=902 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=903 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=904 num_leaves=6 num_cat=0 split_feature=50 204 203 245 203 split_gain=3.14648e-06 5.73169e-05 6.129e-05 2.69826e-05 8.86883e-07 threshold=0.024841308593750003 0.00082969665527343761 -0.015167236328124998 -0.038208007812499993 0.019226074218750003 decision_type=2 2 2 2 2 left_child=1 -1 -3 -2 -5 right_child=3 2 -4 4 -6 leaf_value=0 0 0 0.015552713869759736 -0.0095481297081571308 0 leaf_weight=0.0052976650996292562 0.002283292149543259 0.0015018590591304717 0.0049864765051714785 0.0031816335479726279 0.0011067248819345288 leaf_count=8009 2800 2462 5877 5748 1038 internal_value=0 0.00130588 0.00956221 -0.00131511 -0.00809758 internal_weight=0.0183577 0.011786 0.00648834 0.00657165 0.00428836 internal_count=25934 16348 8339 9586 6786 is_linear=0 shrinkage=0.1 Tree=905 num_leaves=5 num_cat=0 split_feature=353 254 161 254 split_gain=6.77559e-08 2.87115e-05 4.45629e-06 1.31523e-06 threshold=0.014007568359375002 0.026062011718750003 0.0029067993164062504 -0.0055694580078124991 decision_type=2 2 2 2 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=0 0 0 0.0069107967052010159 -0.0020691937566917509 leaf_weight=0.0010587278048208582 0.0014625199789519705 0.0024426083392008477 0.0069447919971035166 0.0032300753200653629 leaf_count=1852 3292 5266 8928 6596 internal_value=0 0 0.00598945 -0.000379985 internal_weight=0.0151387 0.0104461 0.00800352 0.0046926 internal_count=25934 16046 10780 9888 is_linear=0 shrinkage=0.1 Tree=906 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=907 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=908 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=909 num_leaves=7 num_cat=0 split_feature=38 217 338 338 278 253 split_gain=1.3251e-06 8.9737e-05 2.50203e-05 1.8032e-05 1.53578e-05 3.74413e-06 threshold=-0.0080261230468749983 0.0063323974609375009 -0.041137695312499993 0.00081062316894531261 0.022155761718750003 -0.0060272216796874991 decision_type=2 2 2 2 2 2 left_child=1 -1 -2 -3 5 -4 right_child=2 3 4 -5 -6 -7 leaf_value=0 0 0.014460072757336568 0 0 0 -0.010768094790906199 leaf_weight=0.0051021954693422078 0.0010784133439258881 0.0051904267109761371 0.0010128596216363306 0.001008413699463917 0.0010530227704261819 0.0038539366047700687 leaf_count=7898 989 7244 547 1037 615 7604 internal_value=0 0.000820039 -0.000898636 0.0120826 -0.00657418 -0.00917209 internal_weight=0.0182993 0.011301 0.00699823 0.00619884 0.00591982 0.0048668 internal_count=25934 16179 9755 8281 8766 8151 is_linear=0 shrinkage=0.1 Tree=910 num_leaves=3 num_cat=0 split_feature=296 135 split_gain=1.11863e-07 1.7784e-06 threshold=-0.0071563720703124991 0.015930175781250003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019523303724390427 0 0 leaf_weight=0.0049592177600956688 0.0060221268711611051 0.00412200444159605 leaf_count=7957 9882 8095 internal_value=0 -0.00035097 internal_weight=0.0151033 0.00908122 internal_count=25934 16052 is_linear=0 shrinkage=0.1 Tree=911 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=912 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=913 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=914 num_leaves=6 num_cat=0 split_feature=327 253 217 46 217 split_gain=6.94262e-07 4.74636e-05 4.74586e-05 2.45061e-05 9.32802e-06 threshold=0.017761230468750003 0.0096740722656250017 -0.0082092285156249983 -0.024841308593749997 0.021057128906250003 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -5 right_child=1 -3 -4 4 -6 leaf_value=0 0 0 0.01299283101309396 -0.0095218923687744959 0 leaf_weight=0.0014278506778824251 0.001463003717596 0.0047806562548973197 0.0056424401919663589 0.0037718468124320328 0.0011508669355930756 leaf_count=1211 1310 7053 5933 9297 1130 internal_value=0 0.000527103 0.00820143 -0.000757106 -0.00710781 internal_weight=0.0182367 0.0118861 0.00710544 0.00635056 0.00492271 internal_count=25934 14296 7243 11638 10427 is_linear=0 shrinkage=0.1 Tree=915 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=916 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=917 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=918 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=919 num_leaves=8 num_cat=0 split_feature=338 141 301 290 50 203 246 split_gain=1.35023e-06 4.90011e-05 9.29055e-05 3.16741e-05 4.43973e-05 3.69693e-05 8.54285e-06 threshold=-0.018005371093749997 -0.028747558593749997 -0.057983398437499993 -0.021179199218749997 0.046752929687500007 -0.015167236328124998 0.010772705078125002 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 5 -1 -4 right_child=1 -3 6 -5 -6 -7 -8 leaf_value=0 0 0 0 0 0 0.015314303957171546 -0.017913320277756759 leaf_weight=0.0010169835743563116 0.0010285889054220121 0.0021728714056612475 0.0015063500753313974 0.0017911016887106612 0.0010124660695913779 0.0048233755684594648 0.0047280755755698678 leaf_count=1138 400 2531 1553 3961 1142 5709 9542 internal_value=0 -0.00115964 -0.00831947 0.000306723 0.00680727 0.0114188 -0.0151543 internal_weight=0.0180798 0.00943589 0.00726301 0.00864393 0.00685283 0.00584036 0.00623443 internal_count=25976 14026 11495 11950 7989 6847 11095 is_linear=0 shrinkage=0.1 Tree=920 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=921 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=922 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=923 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=924 num_leaves=6 num_cat=0 split_feature=292 245 204 244 245 split_gain=1.40145e-06 4.28844e-05 3.79541e-05 1.86196e-05 1.18663e-05 threshold=-0.0041046142578124991 -0.018005371093749997 -0.017639160156249997 -0.0075836181640624991 -0.046264648437499993 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -5 right_child=1 -3 -4 4 -6 leaf_value=0 0 0 0.014040460384740716 0 -0.0086211723443006087 leaf_weight=0.0038363814102819749 0.0010133196127284361 0.0033218669359521558 0.0041080761366507623 0.0014443188954782471 0.0042705823835035295 leaf_count=7155 918 4443 3694 1905 7861 internal_value=0 0.000416219 0.0091663 -0.00114636 -0.0058972 internal_weight=0.0179945 0.00844326 0.0051214 0.00955128 0.0057149 internal_count=25976 9055 4612 16921 9766 is_linear=0 shrinkage=0.1 Tree=925 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=926 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=927 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=928 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=929 num_leaves=7 num_cat=0 split_feature=352 217 38 163 368 338 split_gain=8.23219e-07 3.6168e-05 3.97182e-05 2.24217e-05 1.28383e-05 1.56459e-05 threshold=-0.033081054687499993 -0.0082092285156249983 0.0068511962890625009 0.010711669921875002 0.0041351318359375009 0.00081062316894531261 decision_type=2 2 2 2 2 2 left_child=3 -2 4 -1 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.0076062405277930178 0 0 0 0 0.013371714790504941 0 leaf_weight=0.0040177814838576733 0.0028557848165906572 0.001072664705991766 0.0014564819440514585 0.0016919463573654703 0.0058371592344068635 0.0010127225795635297 leaf_count=10318 1747 2985 1448 3468 5402 608 internal_value=0 0 0.00620988 -0.00120074 0.00978697 0.011381 internal_weight=0.0179445 0.0122348 0.00937903 0.00570973 0.00792255 0.00684988 internal_count=25976 12190 10443 13786 8995 6010 is_linear=0 shrinkage=0.1 Tree=930 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=931 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=932 num_leaves=2 num_cat=0 split_feature=108 split_gain=6.91886e-08 threshold=-0.013214111328124998 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.0003125628170843925 0 leaf_weight=0.0070820492997942797 0.0055186481253690634 leaf_count=7345 18574 internal_value=0 internal_weight=0.0126007 internal_count=25919 is_linear=0 shrinkage=0.1 Tree=933 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=934 num_leaves=6 num_cat=0 split_feature=237 76 278 50 50 split_gain=9.24871e-07 4.91212e-05 4.8881e-05 5.92483e-05 2.16874e-05 threshold=-0.015930175781249997 -0.034545898437499993 -0.012847900390624998 0.039916992187500007 -0.0070953369140624991 decision_type=2 2 2 2 2 left_child=1 4 -2 -4 -1 right_child=2 -3 3 -5 -6 leaf_value=0 0 0 0.013304598202513574 0 -0.01351940365671421 leaf_weight=0.0011371649587881283 0.0028325110616965743 0.0029644113009676953 0.0061085504823679138 0.001027140754443101 0.0039246852057646109 leaf_count=1562 5501 3436 6073 655 8692 internal_value=0 -0.00107345 3.33035e-07 0.00827659 -0.00994328 internal_weight=0.0179945 0.00802626 0.0099682 0.00713569 0.00506185 internal_count=25919 13690 12229 6728 10254 is_linear=0 shrinkage=0.1 Tree=935 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=936 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=937 num_leaves=2 num_cat=0 split_feature=108 split_gain=5.8883e-08 threshold=-0.013214111328124998 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00028860193570683931 0 leaf_weight=0.0070695315490145738 0.0055087609696291562 leaf_count=7345 18574 internal_value=0 internal_weight=0.0125783 internal_count=25919 is_linear=0 shrinkage=0.1 Tree=938 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=939 num_leaves=7 num_cat=0 split_feature=292 200 246 245 278 368 split_gain=7.56113e-07 6.3699e-05 8.22521e-05 4.55348e-05 3.82841e-05 1.14865e-05 threshold=-0.0067901611328124991 -0.037231445312499993 0.0070953369140625009 -0.020812988281249997 0.017150878906250003 0.015380859375000002 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -4 -2 right_child=3 2 4 -5 -6 -7 leaf_value=0 0 0 -0.019612117982202221 0 0 0.011765145594617233 leaf_weight=0.0017168841047614514 0.0011955479869414365 0.0010848279259996207 0.004809508134158369 0.0039389826821769613 0.0010642641075340187 0.0041194638852914967 leaf_count=2071 1722 1547 11348 5207 953 3071 internal_value=0 -0.000933568 -0.00962425 0 -0.015804 0.0092559 internal_weight=0.0179295 0.00867548 0.0069586 0.00925399 0.00587377 0.00531501 internal_count=25919 15919 13848 10000 12301 4793 is_linear=0 shrinkage=0.1 Tree=940 num_leaves=2 num_cat=0 split_feature=135 split_gain=7.90975e-10 threshold=0.014434814453125002 decision_type=2 left_child=-1 right_child=-2 leaf_value=-3.2832125530810702e-05 0 leaf_weight=0.0073377618623837737 0.0076386522563627324 leaf_count=10336 15583 internal_value=0 internal_weight=0.0149764 internal_count=25919 is_linear=0 shrinkage=0.1 Tree=941 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=942 num_leaves=3 num_cat=0 split_feature=162 239 split_gain=1.19395e-07 2.78069e-05 threshold=0.017028808593750003 -0.0052642822265624991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0059983803636989644 0 0 leaf_weight=0.0077614738697052718 0.0035797277085061205 0.0012080787710581067 leaf_count=9639 11257 5023 internal_value=0 0.000364844 internal_weight=0.0125493 0.00896955 internal_count=25919 14662 is_linear=0 shrinkage=0.1 Tree=943 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=944 num_leaves=4 num_cat=0 split_feature=244 38 253 split_gain=6.22704e-07 5.56426e-05 8.48723e-07 threshold=-0.0055999755859374991 0.0048065185546875009 -0.013031005859374998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.009521154927944208 0 0 -0.0012756932445925544 leaf_weight=0.0061391537062971393 0.0013670771453992972 0.0013659642098551306 0.0089775304871633228 leaf_count=8657 1171 1887 14204 internal_value=0 0.000117865 -0.000769337 internal_weight=0.0178497 0.00750512 0.0103446 internal_count=25919 10544 15375 is_linear=0 shrinkage=0.1 Tree=945 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=946 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=947 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=948 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=949 num_leaves=5 num_cat=0 split_feature=141 217 147 203 split_gain=3.38748e-07 3.64474e-05 1.22018e-05 1.09459e-05 threshold=-0.037231445312499993 0.020324707031250003 0.0044097900390625009 -0.011138916015624998 decision_type=2 2 2 2 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=-0.0096298120577844662 0 0 0 0.0047793436214127218 leaf_weight=0.0052826462875269486 0.0014072053451168465 0.002962966192141093 0.0033546661877581485 0.0047919431162779516 leaf_count=5739 2625 3594 8570 5437 internal_value=0 -0.000540386 -0.00652608 0 internal_weight=0.0177994 0.0116003 0.00863731 0.00619915 internal_count=25965 17903 14309 8062 is_linear=0 shrinkage=0.1 Tree=950 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=951 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=952 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=953 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=954 num_leaves=6 num_cat=0 split_feature=290 38 338 338 203 split_gain=1.06267e-06 5.22143e-05 2.43976e-05 1.23462e-05 8.08156e-07 threshold=-0.044799804687499993 -0.024841308593749997 -0.035034179687499993 -0.012969970703124998 -0.016906738281249997 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=0 0 0 -0.014400157331893244 0 0.0052466299626360118 leaf_weight=0.0010082410128386954 0.0031685778065575487 0.0010120866937111117 0.003737876233134485 0.0040040666152161286 0.004838193205619401 leaf_count=838 4826 1360 9713 3650 5578 internal_value=0 -0.00106541 -0.0105744 0.00040783 0.00462576 internal_weight=0.017769 0.00791854 0.00474996 0.0098505 0.00584643 internal_count=25965 15899 11073 10066 6416 is_linear=0 shrinkage=0.1 Tree=955 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=956 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=957 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=958 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=959 num_leaves=3 num_cat=0 split_feature=200 5 split_gain=2.10803e-07 2.25306e-05 threshold=-0.021057128906249997 0.028137207031250003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0062642126242843073 -0.0003754211434557769 0 leaf_weight=0.0057560260152724743 0.01095767447666196 0.0010128167184961789 leaf_count=6551 18482 932 internal_value=0 0.000288564 internal_weight=0.0177265 0.00676884 internal_count=25965 7483 is_linear=0 shrinkage=0.1 Tree=960 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=961 num_leaves=2 num_cat=0 split_feature=239 split_gain=6.51128e-08 threshold=1.0000000180025095e-35 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00028105952156732975 0 leaf_weight=0.0082426796851813311 0.0065033167160581948 leaf_count=18638 7304 internal_value=0 internal_weight=0.014746 internal_count=25942 is_linear=0 shrinkage=0.1 Tree=962 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=963 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=964 num_leaves=4 num_cat=0 split_feature=50 327 290 split_gain=1.85897e-07 6.43279e-05 5.63494e-05 threshold=0.024841308593750003 0.012054443359375002 -0.029602050781249997 decision_type=2 2 2 left_child=1 -1 -3 right_child=-2 2 -4 leaf_value=0 -0.00051714100540060199 0.014258621687966251 0 leaf_weight=0.0031512696087694367 0.0062632655741852164 0.0059365663440972272 0.002245639487304274 leaf_count=5477 9591 6793 4081 internal_value=0 0.000127399 0.00886801 internal_weight=0.0175967 0.0113335 0.00818221 internal_count=25942 16351 10874 is_linear=0 shrinkage=0.1 Tree=965 num_leaves=2 num_cat=0 split_feature=353 split_gain=2.33236e-08 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00015039401208841773 0 leaf_weight=0.010311795446482419 0.0046020898101581951 leaf_count=16029 9913 internal_value=0 internal_weight=0.0149139 internal_count=25942 is_linear=0 shrinkage=0.1 Tree=966 num_leaves=2 num_cat=0 split_feature=239 split_gain=1.27109e-08 threshold=1.0000000180025095e-35 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00012424781476061354 0 leaf_weight=0.0082337524500413206 0.0065010844646695718 leaf_count=18638 7304 internal_value=0 internal_weight=0.0147348 internal_count=25942 is_linear=0 shrinkage=0.1 Tree=967 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=968 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=969 num_leaves=7 num_cat=0 split_feature=50 327 237 200 237 204 split_gain=1.43632e-07 5.31314e-05 4.7499e-05 3.3053e-05 4.2895e-06 1.40947e-06 threshold=0.024841308593750003 0.012054443359375002 -0.030578613281249997 0.0046539306640625009 -0.0035324096679687496 0.028015136718750003 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 -4 5 -2 right_child=4 2 3 -5 -6 -7 leaf_value=0 -0.0042364381085691263 0 0.016267548048779272 0 0 0 leaf_weight=0.0031512765805943319 0.0032553823927823355 0.001370709121556235 0.0050516304403229739 0.0017222437461217321 0.0018601133883978651 0.0011469129326404648 leaf_count=5477 6670 2444 6374 2056 1774 1147 internal_value=0 0 0.00807683 0.0121884 -0.000478911 -0.00317333 internal_weight=0.0175583 0.0112959 0.00814458 0.00677387 0.00626241 0.0044023 internal_count=25942 16351 10874 8430 9591 7817 is_linear=0 shrinkage=0.1 Tree=970 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=971 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=972 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=973 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=974 num_leaves=7 num_cat=0 split_feature=262 292 203 254 237 50 split_gain=5.48836e-07 6.92837e-05 4.52014e-05 1.0226e-05 6.99191e-06 6.17579e-06 threshold=-0.010711669921874998 0.013824462890625002 0.021057128906250003 0.036254882812500007 -0.031616210937499993 0.029846191406250003 decision_type=2 2 2 2 2 2 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0 -0.015868093046122779 0 0 0 0.0059067373162070775 0 leaf_weight=0.0012292522215695545 0.0049746353133854893 0.0030394310908969943 0.0020129543940519135 0.0014668545715368353 0.0037740917795858744 0.0010111917807880122 leaf_count=1983 11171 2650 1534 987 6049 1568 internal_value=0 -0.000691015 -0.00908837 -0.0133635 0 0.00382246 internal_weight=0.0175084 0.0114939 0.00845444 0.00644149 0.00601454 0.00478528 internal_count=25942 16342 13692 12158 9600 7617 is_linear=0 shrinkage=0.1 Tree=975 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=976 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=977 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=978 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=979 num_leaves=7 num_cat=0 split_feature=237 217 217 290 338 50 split_gain=1.94175e-06 4.00445e-05 3.73941e-05 9.61121e-05 3.26063e-05 2.34901e-05 threshold=-0.017639160156249997 0.030944824218750003 -0.0060882568359374991 -0.024719238281249997 -0.032104492187499993 0.032836914062500007 decision_type=2 2 2 2 2 2 left_child=1 4 -2 5 -1 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0 0 0 0.018787281921370851 0 -0.012519238018389204 0 leaf_weight=0.0012280373586324167 0.0026168151455306923 0.0011620956468565424 0.0044479474425492818 0.0021616809690885325 0.0047592384903716303 0.0010813530622206802 leaf_count=1622 3306 1446 4750 4401 9612 804 internal_value=0 -0.00164802 0 0.00697285 -0.0083741 0.0155387 internal_weight=0.0174572 0.00714937 0.0103078 0.00769098 0.00598728 0.0055293 internal_count=25941 12680 13261 9955 11234 5554 is_linear=0 shrinkage=0.1 Tree=980 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=981 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=982 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=983 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=984 num_leaves=6 num_cat=0 split_feature=356 254 204 204 163 split_gain=1.54321e-06 6.31125e-05 2.09098e-05 1.83191e-05 1.26007e-05 threshold=0.017761230468750003 0.028625488281250003 0.031372070312500007 -0.00098037719726562478 0.020812988281250003 decision_type=2 2 2 2 2 left_child=1 2 4 -2 -1 right_child=3 -3 -4 -5 -6 leaf_value=-0.014077067656951645 0 0 0 0.0068830488947303793 0 leaf_weight=0.0049537697417071369 0.002448393259718129 0.004068270247139516 0.0010216927264121711 0.0038666927663080211 0.0010201639029170373 leaf_count=10825 3168 3893 1063 5546 1446 internal_value=0 -0.00118102 -0.00961368 0 -0.0119679 internal_weight=0.017379 0.0110639 0.00699563 0.00631509 0.00597393 internal_count=25941 17227 13334 8714 12271 is_linear=0 shrinkage=0.1 Tree=985 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=986 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=987 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=988 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=989 num_leaves=6 num_cat=0 split_feature=203 25 241 204 339 split_gain=7.81051e-07 4.61092e-05 7.65215e-05 1.23494e-05 1.27726e-05 threshold=0.014068603515625002 0.021911621093750003 -0.017395019531249997 -0.015930175781249997 0.0086975097656250017 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=0 0 0 -0.017358499356877319 0.0078529598736936535 0 leaf_weight=0.0030641260685733132 0.0013599034940239285 0.0036921320873082308 0.0040957171361073472 0.0040736630176692037 0.0010457239480856639 leaf_count=3005 933 3334 12902 4706 1061 internal_value=0 -0.000848369 -0.00809261 0 0.00491148 internal_weight=0.0173313 0.010852 0.00715984 0.00647929 0.00511939 internal_count=25941 19241 15907 6700 5767 is_linear=0 shrinkage=0.1 Tree=990 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=991 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=992 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=993 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=994 num_leaves=2 num_cat=0 split_feature=327 split_gain=5.26765e-10 threshold=0.027526855468750003 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 2.4031711417032286e-05 leaf_weight=0.0082887587913954563 0.0091210800364593947 leaf_count=14717 11201 internal_value=0 internal_weight=0.0174098 internal_count=25918 is_linear=0 shrinkage=0.1 Tree=995 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=996 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=997 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=998 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=999 num_leaves=2 num_cat=0 split_feature=327 split_gain=4.45862e-10 threshold=0.027526855468750003 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 2.2109420431671632e-05 leaf_weight=0.0082887587913954563 0.0091210412994326973 leaf_count=14717 11201 internal_value=0 internal_weight=0.0174098 internal_count=25918 is_linear=0 shrinkage=0.1 Tree=1000 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1001 num_leaves=2 num_cat=0 split_feature=169 split_gain=1.02113e-09 threshold=0.0075225830078125009 decision_type=2 left_child=-1 right_child=-2 leaf_value=-3.5247808011094011e-05 0 leaf_weight=0.0082189706207518309 0.0065897931514049555 leaf_count=16330 9588 internal_value=0 internal_weight=0.0148088 internal_count=25918 is_linear=0 shrinkage=0.1 Tree=1002 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1003 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1004 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1005 num_leaves=5 num_cat=0 split_feature=282 46 254 254 split_gain=1.76549e-07 2.75584e-05 5.6642e-05 2.78586e-06 threshold=0.0004205703735351563 0.028991699218750003 -0.016784667968749997 0.025207519531250003 decision_type=2 2 2 2 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=0 0.0024727179722118203 0 -0.011947763024076125 0 leaf_weight=0.0010628915843384776 0.0045562531196829967 0.0022986196528682612 0.0059108450406557536 0.0010207266443371665 leaf_count=1943 5510 6232 11199 1089 internal_value=0 -0.000436352 -0.00630639 0 internal_weight=0.0148493 0.00927236 0.00697374 0.00557698 internal_count=25973 19374 13142 6599 is_linear=0 shrinkage=0.1 Tree=1006 num_leaves=2 num_cat=0 split_feature=239 split_gain=2.66838e-09 threshold=-0.0003309249877929687 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 6.3781964585262052e-05 leaf_weight=0.0082981838106688244 0.0065592019407771937 leaf_count=18567 7406 internal_value=0 internal_weight=0.0148574 internal_count=25973 is_linear=0 shrinkage=0.1 Tree=1007 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1008 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1009 num_leaves=5 num_cat=0 split_feature=352 327 327 241 split_gain=2.3072e-08 2.10325e-05 1.09245e-06 1.97438e-06 threshold=-0.027648925781249997 0.017395019531250003 0.054809570312500007 -0.028869628906249997 decision_type=2 2 2 2 left_child=2 -2 3 -1 right_child=1 -3 -4 -5 leaf_value=0 0 0.0054253356995558125 0 -0.0025228265642636876 leaf_weight=0.0010749107475285227 0.0031848749181102587 0.0071534069844869652 0.0011733926365178338 0.0048185026841924827 leaf_count=867 3812 5990 1924 13380 internal_value=0 0.000149389 0 -0.00136149 internal_weight=0.0174051 0.0103383 0.00706681 0.00589341 internal_count=25973 9802 16171 14247 is_linear=0 shrinkage=0.1 Tree=1010 num_leaves=2 num_cat=0 split_feature=56 split_gain=3.24097e-09 threshold=0.026550292968750003 decision_type=2 left_child=-1 right_child=-2 leaf_value=-5.9817963811606588e-05 0 leaf_weight=0.0090575581149927586 0.0057539474497028129 leaf_count=15878 10095 internal_value=0 internal_weight=0.0148115 internal_count=25973 is_linear=0 shrinkage=0.1 Tree=1011 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1012 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1013 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1014 num_leaves=2 num_cat=0 split_feature=50 split_gain=3.04164e-08 threshold=0.024841308593750003 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00016542540246487878 0 leaf_weight=0.011114841541010168 0.0062634134215097106 leaf_count=16379 9594 internal_value=0 internal_weight=0.0173783 internal_count=25973 is_linear=0 shrinkage=0.1 Tree=1015 num_leaves=2 num_cat=0 split_feature=56 split_gain=2.42479e-09 threshold=0.026550292968750003 decision_type=2 left_child=-1 right_child=-2 leaf_value=-5.1741188874868814e-05 0 leaf_weight=0.0090573531568605148 0.0057540050696562881 leaf_count=15878 10095 internal_value=0 internal_weight=0.0148114 internal_count=25973 is_linear=0 shrinkage=0.1 Tree=1016 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1017 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1018 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1019 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1020 num_leaves=2 num_cat=0 split_feature=353 split_gain=5.84678e-07 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 -0.0011414099572755073 leaf_weight=0.010155646791694339 0.0044877806310981158 leaf_count=16014 9913 internal_value=0 internal_weight=0.0146434 internal_count=25927 is_linear=0 shrinkage=0.1 Tree=1021 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1022 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1023 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1024 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1025 num_leaves=3 num_cat=0 split_feature=353 296 split_gain=4.95101e-07 1.68231e-05 threshold=0.014007568359375002 -0.031127929687499997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0 -0.0010505637002126077 0.0044876580483928057 leaf_weight=0.001802220412537415 0.0044858731879438016 0.0083534263791569252 leaf_count=3880 9913 12134 internal_value=0 0 internal_weight=0.0146415 0.0101556 internal_count=25927 16014 is_linear=0 shrinkage=0.1 Tree=1026 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1027 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1028 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1029 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1030 num_leaves=2 num_cat=0 split_feature=353 split_gain=4.19231e-07 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 -0.0009669123904595474 leaf_weight=0.010146405131545411 0.0044841227240075563 leaf_count=16014 9913 internal_value=0 internal_weight=0.0146305 internal_count=25927 is_linear=0 shrinkage=0.1 Tree=1031 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1032 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1033 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1034 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1035 num_leaves=2 num_cat=0 split_feature=353 split_gain=3.10834e-07 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00055138733390340674 0 leaf_weight=0.01022384448202196 0.0045350332887308395 leaf_count=16039 9918 internal_value=0 internal_weight=0.0147589 internal_count=25957 is_linear=0 shrinkage=0.1 Tree=1036 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1037 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1038 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1039 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1040 num_leaves=2 num_cat=0 split_feature=353 split_gain=2.63116e-07 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00050732429563272638 0 leaf_weight=0.010222919735414004 0.0045350332887308395 leaf_count=16039 9918 internal_value=0 internal_weight=0.014758 internal_count=25957 is_linear=0 shrinkage=0.1 Tree=1041 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1042 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1043 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1044 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1045 num_leaves=2 num_cat=0 split_feature=353 split_gain=2.22722e-07 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00046677907909632526 0 leaf_weight=0.010222071650967668 0.0045350332887308395 leaf_count=16039 9918 internal_value=0 internal_weight=0.0147571 internal_count=25957 is_linear=0 shrinkage=0.1 Tree=1046 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1047 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1048 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1049 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1050 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1051 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1052 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1053 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1054 num_leaves=2 num_cat=0 split_feature=356 split_gain=9.68927e-09 threshold=0.014434814453125002 decision_type=2 left_child=-1 right_child=-2 leaf_value=-9.8007412717475808e-05 0 leaf_weight=0.010087239551877514 0.0072658340085216535 leaf_count=15883 10094 internal_value=0 internal_weight=0.0173531 internal_count=25977 is_linear=0 shrinkage=0.1 Tree=1055 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1056 num_leaves=2 num_cat=0 split_feature=169 split_gain=1.734e-07 threshold=0.0058441162109375009 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.00049373521443273191 leaf_weight=0.0077052603571055034 0.0071131310251373314 leaf_count=15647 10330 internal_value=0 internal_weight=0.0148184 internal_count=25977 is_linear=0 shrinkage=0.1 Tree=1057 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1058 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1059 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1060 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1061 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1062 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1063 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1064 num_leaves=2 num_cat=0 split_feature=356 split_gain=7.23017e-09 threshold=0.014434814453125002 decision_type=2 left_child=-1 right_child=-2 leaf_value=-8.4663282878423226e-05 0 leaf_weight=0.010086892201770947 0.007265859010141539 leaf_count=15883 10094 internal_value=0 internal_weight=0.0173528 internal_count=25977 is_linear=0 shrinkage=0.1 Tree=1065 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1066 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1067 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1068 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1069 num_leaves=7 num_cat=0 split_feature=350 245 237 50 50 237 split_gain=2.75224e-07 1.67683e-05 1.92486e-05 1.052e-05 9.12012e-06 7.90614e-06 threshold=-0.0081481933593749983 -0.036743164062499993 0.0062103271484375009 0.028625488281250003 -0.0041046142578124991 -0.026672363281249997 decision_type=2 2 2 2 2 2 left_child=1 -1 4 5 -3 -2 right_child=3 2 -4 -5 -6 -7 leaf_value=0 0 0 0 0 -0.0099741684432651679 0.006895473570871064 leaf_weight=0.0039025540813075734 0.0010352961282147355 0.0010147279485221974 0.0011991789107026474 0.001710572868788951 0.0045647585560056898 0.0038752926880936114 leaf_count=6951 1229 1745 1026 1236 9484 4230 internal_value=0 -0.000507613 -0.00501427 0 -0.00806507 0.0046285 internal_weight=0.0173024 0.0106812 0.00677867 0.00662116 0.00557949 0.00491059 internal_count=25901 19206 12255 6695 11229 5459 is_linear=0 shrinkage=0.1 Tree=1070 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1071 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1072 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1073 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1074 num_leaves=6 num_cat=0 split_feature=129 46 217 217 50 split_gain=8.68653e-08 1.6197e-05 1.22161e-05 1.21373e-05 9.07225e-06 threshold=-0.025085449218749997 -0.016906738281249997 -0.0082092285156249983 0.027160644531250003 0.029113769531250003 decision_type=2 2 2 2 2 left_child=2 -2 -1 -3 -4 right_child=1 3 4 -5 -6 leaf_value=0 0 -0.0069147222520558414 0.0064920796706038958 0 0 leaf_weight=0.0017358743790382158 0.0020802576410936524 0.0059441587115299788 0.0050509398305599307 0.0010061687587898938 0.0014501672614608552 leaf_count=1605 1647 13017 7229 679 1724 internal_value=0 -0.000310145 0 -0.00484033 0.00433482 internal_weight=0.0172676 0.00903059 0.00823698 0.00695033 0.00650111 internal_count=25901 15343 10558 13696 8953 is_linear=0 shrinkage=0.1 Tree=1075 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1076 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1077 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1078 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1079 num_leaves=4 num_cat=0 split_feature=278 350 350 split_gain=2.25951e-08 1.10038e-05 9.29816e-06 threshold=-0.0030593872070312496 -0.040893554687499993 0.0068511962890625009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039322197329677306 0 0.0035821101908393785 0 leaf_weight=0.0060280114712620838 0.0015901655830630199 0.008575596539739383 0.0010462477252566327 leaf_count=14469 2413 8058 961 internal_value=0 0 -0.000178717 internal_weight=0.01724 0.0101658 0.00707426 internal_count=25901 10471 15430 is_linear=0 shrinkage=0.1 Tree=1080 num_leaves=2 num_cat=0 split_feature=206 split_gain=2.03129e-07 threshold=0.033813476562500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00061248132491927942 0 leaf_weight=0.005414822722925928 0.0091768664834757097 leaf_count=11834 14064 internal_value=0 internal_weight=0.0145917 internal_count=25898 is_linear=0 shrinkage=0.1 Tree=1081 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1082 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1083 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1084 num_leaves=2 num_cat=0 split_feature=262 split_gain=8.10084e-08 threshold=-0.010711669921874998 decision_type=2 left_child=-1 right_child=-2 leaf_value=9.6848019926203908e-05 -0.00025889272524605563 leaf_weight=0.0059172939681366712 0.01125812864061182 leaf_count=9570 16328 internal_value=0 internal_weight=0.0171754 internal_count=25898 is_linear=0 shrinkage=0.1 Tree=1085 num_leaves=2 num_cat=0 split_feature=74 split_gain=1.20634e-07 threshold=0.0062713623046875009 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00036244881600494522 0 leaf_weight=0.0091827932632829734 0.0054077059431700833 leaf_count=18903 6995 internal_value=0 internal_weight=0.0145905 internal_count=25898 is_linear=0 shrinkage=0.1 Tree=1086 num_leaves=2 num_cat=0 split_feature=93 split_gain=7.24596e-08 threshold=0.011810302734375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0 0.0002884148828154404 leaf_weight=0.0060381019473694239 0.0087108361774128618 leaf_count=17383 8515 internal_value=0 internal_weight=0.0147489 internal_count=25898 is_linear=0 shrinkage=0.1 Tree=1087 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1088 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1089 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1090 num_leaves=4 num_cat=0 split_feature=74 135 135 split_gain=9.90182e-08 2.86486e-06 5.82424e-07 threshold=0.0062713623046875009 0.024597167968750003 0.0056610107421875009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021907487657143471 0 0 0.0012465414752911982 leaf_weight=0.0061755259327520573 0.0016595478689547258 0.0030064324583986002 0.0037482065358376282 leaf_count=11271 1622 7632 5373 internal_value=0 -0.00032839 0 internal_weight=0.0145897 0.00918196 0.00540775 internal_count=25898 18903 6995 is_linear=0 shrinkage=0.1 Tree=1091 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1092 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1093 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1094 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1095 num_leaves=2 num_cat=0 split_feature=353 split_gain=7.77888e-08 threshold=0.014007568359375002 decision_type=2 left_child=-1 right_child=-2 leaf_value=0.00027469705811157086 0 leaf_weight=0.010308807559049726 0.0045931282191027387 leaf_count=16074 9898 internal_value=0 internal_weight=0.0149019 internal_count=25972 is_linear=0 shrinkage=0.1 Tree=1096 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1097 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1098 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1099 num_leaves=5 num_cat=0 split_feature=339 149 262 217 split_gain=2.78851e-08 3.64969e-05 2.48851e-05 2.02135e-05 threshold=-0.0076904296874999991 0.011749267578125002 -0.025085449218749997 0.029724121093750003 decision_type=2 2 2 2 left_child=1 -1 -2 -4 right_child=2 -3 3 -5 leaf_value=0.0082223740990090676 0 0 -0.0084377555047154967 0 leaf_weight=0.0053983309908103294 0.001524251091414186 0.0030176050822993128 0.0063383518000444949 0.0010110275140360336 leaf_count=7585 2540 2148 12869 830 internal_value=0 0 -0.00017727 -0.0058222 internal_weight=0.0172896 0.00841594 0.00887363 0.00734938 internal_count=25972 9733 16239 13699 is_linear=0 shrinkage=0.1 Tree=1100 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1101 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1102 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1103 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1104 num_leaves=6 num_cat=0 split_feature=147 368 145 217 217 split_gain=1.03433e-07 1.20469e-05 8.24e-06 1.58919e-05 6.78888e-06 threshold=-0.00059700012207031239 0.062744140625000014 -0.025939941406249997 -0.0054168701171874991 0.022766113281250003 decision_type=2 2 2 2 2 left_child=1 4 -2 -4 -1 right_child=2 -3 3 -5 -6 leaf_value=-0.0062940751282444521 0 0 0 0.006981784482247926 0 leaf_weight=0.0047807425001425976 0.004227564429762908 0.0012655084318411447 0.0010054618711785581 0.0049505948863901601 0.0010230304996468043 leaf_count=5113 9124 609 1563 8815 748 internal_value=0 -0.000382509 0 0.00371949 -0.00457549 internal_weight=0.0172529 0.00706928 0.0101836 0.00595606 0.00580377 internal_count=25972 6470 19502 10378 5861 is_linear=0 shrinkage=0.1 Tree=1105 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1106 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1107 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=26872 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=1108 num_leaves=2 num_cat=0 split_feature=104 split_gain=1.40499e-07 threshold=0.035278320312500007 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.00047308318610791869 0 leaf_weight=0.0062776579514188802 0.0045409491546493097 leaf_count=20171 5801 internal_value=0 internal_weight=0.0108186 internal_count=25972 is_linear=0 shrinkage=0.1 Tree=1109 num_leaves=3 num_cat=0 split_feature=368 50 split_gain=8.85608e-08 4.79261e-05 threshold=0.047729492187500007 0.0012550354003906252 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0 0 -0.0079877925806366816 leaf_weight=0.0033664841986337235 0.006334657865472825 0.0075252230836121425 leaf_count=7088 4480 14404 internal_value=0 -0.000285149 internal_weight=0.0172264 0.0108917 internal_count=25972 21492 is_linear=0 shrinkage=0.1 end of trees feature_importances: Column_74=388 Column_359=322 Column_327=310 Column_25=278 Column_203=277 Column_254=275 Column_50=274 Column_339=243 Column_245=237 Column_296=237 Column_352=229 Column_159=226 Column_349=226 Column_46=224 Column_290=222 Column_143=221 Column_206=221 Column_213=221 Column_149=219 Column_287=209 Column_244=199 Column_61=197 Column_241=197 Column_56=192 Column_325=191 Column_78=188 Column_335=188 Column_48=186 Column_308=186 Column_217=185 Column_307=184 Column_97=183 Column_158=183 Column_33=181 Column_10=180 Column_104=180 Column_183=178 Column_292=177 Column_326=175 Column_380=174 Column_170=173 Column_169=172 Column_239=172 Column_350=172 Column_353=172 Column_2=170 Column_278=170 Column_328=170 Column_127=167 Column_363=166 Column_197=163 Column_291=163 Column_356=161 Column_263=160 Column_75=157 Column_286=157 Column_301=157 Column_285=156 Column_20=155 Column_88=155 Column_62=152 Column_119=151 Column_93=150 Column_53=149 Column_184=149 Column_333=149 Column_79=147 Column_283=146 Column_121=145 Column_180=144 Column_204=144 Column_262=144 Column_355=144 Column_64=143 Column_122=142 Column_57=141 Column_357=141 Column_110=140 Column_69=139 Column_267=139 Column_47=138 Column_58=138 Column_306=138 Column_275=137 Column_165=136 Column_261=136 Column_34=135 Column_96=135 Column_108=135 Column_134=135 Column_258=134 Column_38=133 Column_45=131 Column_8=130 Column_176=130 Column_382=130 Column_35=128 Column_36=128 Column_145=128 Column_249=128 Column_360=128 Column_128=127 Column_220=127 Column_247=127 Column_17=126 Column_129=126 Column_200=126 Column_381=126 Column_141=125 Column_191=125 Column_133=124 Column_302=124 Column_315=124 Column_92=123 Column_94=123 Column_202=122 Column_246=122 Column_52=121 Column_71=120 Column_250=120 Column_280=119 Column_142=118 Column_163=118 Column_209=118 Column_304=118 Column_368=118 Column_19=117 Column_76=117 Column_73=116 Column_125=116 Column_311=116 Column_100=115 Column_161=115 Column_189=115 Column_259=115 Column_148=114 Column_171=114 Column_205=113 Column_303=112 Column_5=111 Column_12=111 Column_279=110 Column_320=110 Column_102=109 Column_347=109 Column_44=108 Column_99=108 Column_331=108 Column_336=108 Column_314=107 Column_282=106 Column_257=105 Column_362=105 Column_111=104 Column_105=103 Column_60=102 Column_106=102 Column_295=102 Column_345=102 Column_340=101 Column_24=100 Column_65=100 Column_139=100 Column_310=100 Column_364=100 Column_252=99 Column_317=99 Column_70=98 Column_147=98 Column_1=97 Column_120=97 Column_182=97 Column_221=97 Column_224=97 Column_253=97 Column_42=95 Column_54=95 Column_77=95 Column_107=95 Column_341=95 Column_126=93 Column_135=93 Column_179=93 Column_237=93 Column_367=93 Column_0=92 Column_201=92 Column_18=91 Column_136=91 Column_194=91 Column_212=91 Column_11=90 Column_284=90 Column_379=90 Column_84=89 Column_242=89 Column_89=88 Column_207=88 Column_15=87 Column_37=87 Column_187=87 Column_199=87 Column_214=87 Column_240=87 Column_366=87 Column_235=86 Column_375=86 Column_162=85 Column_41=84 Column_168=84 Column_238=84 Column_268=84 Column_7=83 Column_21=83 Column_185=83 Column_186=83 Column_193=83 Column_288=83 Column_195=82 Column_225=82 Column_294=81 Column_376=81 Column_63=80 Column_91=80 Column_309=80 Column_82=79 Column_230=79 Column_337=79 Column_266=78 Column_318=78 Column_321=78 Column_338=78 Column_29=77 Column_219=76 Column_271=76 Column_372=76 Column_196=75 Column_293=75 Column_113=74 Column_198=74 Column_370=74 Column_90=73 Column_103=73 Column_123=73 Column_264=73 Column_9=72 Column_67=72 Column_109=72 Column_164=72 Column_324=72 Column_208=71 Column_330=71 Column_43=70 Column_51=70 Column_59=70 Column_72=70 Column_95=70 Column_118=70 Column_223=70 Column_117=69 Column_4=68 Column_101=68 Column_146=68 Column_150=68 Column_218=68 Column_312=68 Column_22=67 Column_49=67 Column_190=67 Column_81=66 Column_156=66 Column_334=66 Column_371=65 Column_30=64 Column_152=64 Column_289=64 Column_83=63 Column_86=63 Column_175=63 Column_270=63 Column_377=63 Column_188=62 Column_211=62 Column_300=62 Column_365=62 Column_16=61 Column_115=61 Column_215=61 Column_216=61 Column_322=61 Column_140=60 Column_151=60 Column_153=60 Column_228=60 Column_229=60 Column_248=60 Column_332=60 Column_378=60 Column_39=59 Column_172=59 Column_281=59 Column_6=58 Column_27=58 Column_144=58 Column_154=58 Column_174=58 Column_227=58 Column_232=58 Column_342=58 Column_155=57 Column_210=57 Column_87=56 Column_130=56 Column_297=56 Column_299=56 Column_80=55 Column_233=54 Column_323=54 Column_374=54 Column_138=53 Column_167=53 Column_68=52 Column_166=52 Column_361=52 Column_85=51 Column_114=51 Column_157=51 Column_173=51 Column_236=51 Column_346=51 Column_55=50 Column_255=50 Column_265=50 Column_383=50 Column_31=49 Column_32=49 Column_98=49 Column_358=49 Column_260=48 Column_277=48 Column_344=48 Column_13=46 Column_14=46 Column_112=46 Column_137=45 Column_178=45 Column_273=45 Column_313=45 Column_28=44 Column_132=44 Column_160=44 Column_354=44 Column_369=44 Column_23=43 Column_3=42 Column_26=42 Column_226=42 Column_305=42 Column_329=41 Column_243=40 Column_274=40 Column_40=38 Column_192=38 Column_276=37 Column_181=35 Column_222=35 Column_231=35 Column_131=34 Column_269=34 Column_298=34 Column_124=33 Column_256=33 Column_348=33 Column_116=32 Column_316=32 Column_373=31 Column_66=30 Column_319=30 Column_177=28 Column_234=28 Column_251=28 Column_272=27 Column_343=25 Column_351=21 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 231] [learning_rate: 0.1] [num_leaves: 99] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 48] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.965621] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 3] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 0.411711] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.00128773] [lambda_l2: 1.88271e-08] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 5] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null