tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=21 objective=lambdarank feature_names=bm25_score yoe Param_A_Systems_Depth Param_B_Availability Param_C_Tenure Param_D_Notice_Exp Param_E_Credibility Param_F_Consulting Param_G_Location Param_H_GitHub title_ai_fraction prod_signal_log consistency_score hard_req_coverage flag_consulting_only flag_title_chaser flag_langchain_dabbler flag_cv_specialist flag_title_desc_mismatch flag_template_desc interaction_req_x_consistency interaction_yoe_x_prod feature_infos=none [1:16.899999618530273] [0:1] [0.25061225891113281:0.98000001907348633] [0.2222222238779068:1] [0.018315639346837997:1] [0:5] [0:1] [0:1] [0:0.96899998188018799] [0:1] [-1:2.4849066734313965] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] none [0:1] [0:37.3018798828125] tree_sizes=7058 6932 7080 6974 6993 6964 6955 6938 6986 6958 6978 6987 6983 6982 6958 6986 6960 6943 6959 6990 6965 6992 6987 6981 6985 6963 6986 6951 6973 7024 7018 6967 6955 6972 6980 6952 6980 6944 6944 6909 6981 6979 6924 6980 6913 6957 6956 6872 6873 6888 6894 6901 6870 6950 6913 6917 6930 6945 6973 6928 6888 6920 6921 6912 6951 6918 6894 6928 6917 6956 6943 6969 6922 6936 6989 6965 6972 7010 6990 6997 7001 7013 6999 7011 7071 6998 7021 7025 7060 7082 7067 7108 7126 7091 7070 7121 7084 7134 7178 7141 7163 7131 7118 7166 7171 7164 7156 7180 7214 7160 7208 7205 7225 7235 7242 7225 7263 7280 7254 7242 7281 7289 7268 7257 7260 7296 7318 7280 7252 7283 7304 7259 7270 7341 7308 7331 7312 7335 7357 7318 7303 7348 7317 7353 7336 7379 7310 7332 7407 7345 7384 7332 7364 7392 7338 7398 7382 7384 7387 7406 7345 7351 7374 7363 7432 7444 7377 7407 7396 7433 7425 7280 7450 6624 5922 6616 5691 5937 4998 5353 4880 4801 4427 4556 4544 4296 4185 4076 3627 3740 3272 3264 3139 2578 3031 2931 2573 2442 2342 2350 Tree=0 num_leaves=63 num_cat=0 split_feature=20 18 17 16 7 13 16 17 17 7 7 16 17 7 7 17 7 7 13 13 13 3 1 7 7 3 3 21 1 9 3 21 1 21 3 21 7 7 7 1 1 21 1 1 3 3 21 9 3 7 3 3 3 3 21 1 7 7 2 8 21 21 split_gain=271.468 2.90237 7.62032 2.86145 2.73543 0.664477 0.312506 0.338216 0.230883 0.506349 0.216844 0.119418 0.430894 0.0770845 0.0579048 0.901634 0.0436975 0.0364772 0.0274904 0.00493105 0.00395425 0.00164124 0.00172101 0.00225386 0.00132934 0.00137412 0.00127103 0.00125228 0.00124874 0.00116122 0.00107097 0.00100459 0.000802638 0.00105238 0.000877964 0.000806431 0.000797887 0.00104158 0.0011708 0.00139101 0.00155375 0.00108328 0.000888907 0.000807799 0.000777284 0.00077669 0.000940383 0.000733015 0.000745211 0.000804644 0.000732799 0.00142828 0.000841271 0.000870373 0.00248526 0.000734066 0.000811679 0.000701232 0.000683514 0.000677627 0.000646781 0.000749329 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.97810217738151561 0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.97810217738151561 0.89143532514572155 1.0000000180025095e-35 1.0000000180025095e-35 0.97810217738151561 0.97810217738151561 1.0000000180025095e-35 0.85982456803321849 0.97810217738151561 0.90000000596046459 0.70000001788139354 0.70000001788139354 0.45965930819511419 6.2500000000000009 0.78593888878822338 0.49371044337749487 0.56000888347625744 0.47598193585872656 23.779892921447757 5.3500001430511483 0.03849999979138375 0.56284350156784069 6.7415833473205575 4.7500000000000009 9.9893455505371112 0.40630333125591284 19.959834098815922 0.31070703268051153 0.39413912594318395 0.41476388275623327 11.250000000000002 7.6499998569488534 18.542439460754398 14.449999809265138 7.1499998569488534 0.51499348878860485 0.49513761699199682 12.718025684356691 0.51649999618530285 0.47927343845367437 0.41476388275623327 0.84400886297225963 0.92452090978622448 0.77200889587402355 0.78800886869430553 15.931656837463381 10.34999990463257 0.2536772638559342 0.79935064911842357 0.11406452208757402 0.75000000000000011 6.2502074241638192 8.2452721595764178 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 18 11 8 10 17 19 59 14 16 -12 21 -16 24 20 27 47 -7 32 31 26 -13 -26 -24 28 29 -3 -31 57 -2 -34 -35 -36 42 41 39 40 -39 -38 -30 60 -25 46 -45 48 49 -10 52 55 -28 54 -54 58 -57 -23 -52 -8 -40 -62 right_child=1 2 -4 -5 -6 6 7 -9 9 -11 13 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 44 25 -27 50 -29 36 30 -32 -33 33 34 35 -37 37 38 43 -41 -42 -43 -44 45 -46 -47 -48 -49 -50 -51 51 -53 53 -55 -56 56 -58 -59 -60 -61 61 -63 leaf_value=-0.10000000000000001 0.086856092848451014 0.082423138878745153 -0.099999999999999881 -0.099999999999999631 -0.099999999999999589 0.098327543852317678 0.081937544713492946 -0.099999999999996605 0.081026793216510198 -0.099999999999997785 0.092434756060028406 0.088588329734252402 -0.099999999999997605 -0.099999999999995537 0.083156310229583391 -0.099999999999998632 -0.0060793125778308829 0.082592631100664088 0.098854571351455575 0.098431058684868886 0.099995406583607838 0.082737862638351561 0.079921041804830104 0.087588961319852762 0.066996757108612151 0.084109555701787977 0.082169286638518968 0.091524425093849268 0.081460490495580989 0.090830224847255503 0.084357535055505597 0.086350338291898601 0.082351967190838551 0.088027828729774688 0.08531773815570888 0.081003077554927486 0.086575703324325515 0.081060015634722191 0.07879442306652662 0.080987265433872913 0.061660717087618666 0.074516173221528148 0.078043968137207417 0.07944820477629029 0.077702894939430833 0.084462329050975268 0.088799715311990976 0.086394027080624144 0.080662497825445947 0.064993501738336457 0.084215486636243883 0.069739359905419365 0.079985598018331591 0.081111716408417842 0.05967168638794651 0.083805961353318956 0.092018936125363188 0.087984139789857377 0.075501977362526243 0.085827909539805583 0.087864235323728557 0.081323879627978268 leaf_weight=37.201727789711185 0.18347694075783749 0.62614036121521977 0.72595643846216251 0.23729855267993105 0.2116747745531028 9.7530509819625895 2.6241926590155349 0.026150509249418863 0.015287951420760448 0.039925928504089714 0.0067871864303014054 0.10945046247797918 0.041759648473089328 0.022310416567052016 0.93182111077476182 0.072415240745613119 0.014177121956890915 0.34921306642354544 0.25432892335811619 0.040921108098700532 5.590861740813124 3.8246044975239779 0.71894556350889338 0.020935046952218594 0.016471156879561022 0.040759149909717962 8.4938991789240337 0.034834668593248241 3.1237756805494432 0.087689605075865984 0.23563359960098751 0.21318641756079149 1.0005204503540879 0.16963264686637547 0.31728055185521953 0.16441588115412742 0.22676212113583449 0.018289923202246317 0.20242107406374976 0.09815392002929002 0.023691607173532248 0.020287757040932775 0.20273905972135242 0.17392954911338165 0.39549294908647425 0.58886182552669197 0.031798056385014206 0.053983084479114041 0.92314704175805673 0.016030692029744387 0.21858939889352846 0.016233782225754112 0.079361045092810723 0.8417032221914269 0.018581906508188695 0.057693808630574495 0.06286025806912221 0.064772854384500422 0.025089363742154092 0.11691793770296488 0.052594496577512473 0.26170961730531417 leaf_count=72932 256 616 1594 749 320 2904 1719 113 22 70 9 158 172 92 666 197 39 295 20 17 368 2883 302 30 26 58 5720 49 1795 126 248 295 831 236 305 70 317 25 134 15 38 30 76 120 187 606 47 72 485 24 306 28 113 470 29 79 86 92 35 163 75 46 internal_value=0 0.0824297 0.0538872 0.0705298 0.0767791 0.0880624 0.0944479 0.0789727 0.0970265 0.0747667 0.0806622 0.0811606 0.0447657 -0.0551135 0.0816134 0.069949 0.0781917 0.0985716 0.0827532 0.0814162 0.0989353 0.0823071 0.082135 0.0818077 0.0853595 0.0791844 0.0819503 0.0820718 0.0820167 0.0836797 0.086113 0.0830084 0.0837187 0.0833702 0.0849344 0.083845 0.0817025 0.0825842 0.0820734 0.0777294 0.0701123 0.0855854 0.0812523 0.0825376 0.0781999 0.0835384 0.0808936 0.0807258 0.0804052 0.07282 0.082099 0.0842504 0.0820122 0.0805926 0.0761316 0.0848971 0.0880884 0.0828252 0.0833183 0.0821035 0.0809987 0.0824183 internal_weight=0 45.1315 7.43857 6.71262 6.47532 37.6929 19.5788 2.79636 16.7824 1.0893 2.77021 18.1141 0.222618 0.0290976 17.8915 1.00424 0.180858 15.6931 6.26364 1.04937 15.3439 16.8873 15.0519 10.9494 0.166681 0.0572303 10.533 6.00931 5.97448 0.949464 0.323323 4.10256 1.83533 1.65185 0.651329 0.481696 5.02501 1.6985 1.45145 0.140135 0.0419815 0.24705 3.32651 1.31131 0.416428 0.794589 0.205728 1.00845 0.954466 0.0313186 9.81401 0.380467 9.43355 0.939646 0.097943 0.364233 0.120554 3.88938 0.243679 2.74111 0.516725 0.314304 internal_count=100000 27068 7046 5452 4703 20022 6353 2096 4257 690 1983 13669 453 101 13216 863 281 3567 4383 620 3272 12353 10655 7385 242 84 7168 4363 4314 990 374 3270 1698 1442 611 375 3324 1453 1106 78 63 347 1871 1028 217 773 167 603 531 46 6866 534 6332 612 142 506 165 2975 341 1882 255 121 is_linear=0 shrinkage=0.05 Tree=1 num_leaves=63 num_cat=0 split_feature=20 20 17 7 6 11 3 21 3 21 21 20 5 1 1 9 3 1 3 4 4 21 3 21 3 1 3 1 21 4 4 1 21 7 9 7 5 6 21 21 3 13 3 4 4 3 4 3 7 3 1 1 1 1 1 21 3 21 21 3 1 9 split_gain=476.809 16.8105 1.92355 1.01008 1.12176 0.689827 0.788334 0.6301 0.541179 0.512054 0.415548 0.395955 0.393249 0.546359 0.384545 0.340298 0.487734 0.405869 0.309951 0.347013 0.308699 0.304594 0.323171 0.303938 0.283291 0.503107 0.286986 0.282535 0.280123 0.272772 0.272494 0.270625 0.302429 0.283422 0.24545 0.229096 0.227593 0.217436 0.359886 0.636646 0.312844 0.296581 0.264805 0.287135 0.317895 0.292091 0.394389 0.270706 0.31139 0.267119 0.252306 0.417266 0.275606 0.232443 0.222363 0.221335 0.506917 0.28254 0.383195 0.211403 0.253915 0.207057 threshold=0.70000001788139354 0.30000000447034841 1.0000000180025095e-35 0.910396307706833 1.1000000238418581 1.4978661537170412 0.47155022621154791 17.030422210693363 0.67600888013839733 2.8072460889816289 13.514650344848635 1.0000000180025095e-35 0.80326533317565929 2.7500000000000004 2.8500000238418584 0.38650000095367437 0.79200887680053722 5.4500000476837167 0.87200886011123668 0.9694444239139558 0.55046296119689953 8.950198173522951 0.74800890684127819 3.3114717006683354 0.8560088872909547 6.5499999523162851 0.34065411984920507 7.8500001430511483 5.995723009109498 0.82314816117286693 0.76759257912635814 4.9500000476837167 5.6087071895599374 0.22984936088323596 0.0065000001341104516 0.81182295083999645 0.034051353111863143 3.4166666269302373 12.321238517761232 7.478276491165162 0.68798193335533153 0.5000000149011613 0.66798192262649547 0.95972222089767467 0.78587961196899425 0.53200888633728038 0.68584656715393078 0.46000888943672186 0.14006369560956958 0.49093624949455267 10.650000095367433 7.2500000000000009 5.7500000000000009 7.6499998569488534 13.34999990463257 3.2036764621734624 0.52286890149116527 3.3534630537033085 4.5944714546203622 0.88400888442993175 7.2500000000000009 0.035499999299645431 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 5 6 -3 8 9 14 23 -1 24 -14 -8 17 27 20 21 -20 -10 -19 29 -11 26 -26 -6 -17 31 -23 -27 -25 33 -33 -22 -15 61 38 39 55 41 -39 43 44 45 46 47 -43 -49 53 51 52 -51 -46 -52 56 -28 -57 -59 -32 -61 -30 right_child=-2 2 -4 -5 12 -7 7 -9 15 10 -12 -13 13 35 -16 16 -18 18 19 -21 34 22 -24 28 25 30 37 -29 36 -31 59 32 -34 -35 -36 -37 -38 40 -40 -41 -42 42 -44 -45 49 -47 -48 48 -50 50 54 -53 -54 -55 -56 57 -58 58 -60 60 -62 -63 leaf_value=-0.090944970689638222 0.091806885631258439 -0.073422568253053211 -0.097649304611699503 -0.098360245696130111 0.014185645571652443 -0.070056358800227592 0.054718351863290583 0.050936020737706422 -0.099653033302708971 0.052891526032873538 -0.09952028918261803 -0.099022977299347004 0.054802384692301059 -0.092984774479876686 -0.052157029849275019 -0.099441047796363133 0.030980462394808939 -0.09238644834259796 -0.069809628493897602 0.029765780068831411 0.010876523721145889 0.011365819690837761 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0.76690009952290061 0.09379742492455978 0.33549320371821512 0.097303234040737929 0.28915926255285818 0.10005446802824725 35.654456302552717 0.07222422654740579 0.94153510881005786 0.81957747484557331 0.15634633757872496 0.40148168709129095 0.70841242585447595 0.16818289482034732 0.18236998841166496 0.56517402263125405 0.25648673926480114 0.15823795075993985 0.10804124030983109 0.22976762321195554 0.12032945110695437 0.16093441520934071 0.10780564718879759 0.089155550405849104 0.070548519259318709 0.29765015523298644 0.21691727126017213 0.090788456494919956 0.40848890919005498 0.16705369669944048 0.04606741270981729 2.0606964697362855 0.46099489758489687 0.48304233976523381 0.62154371506767336 0.97887481996440318 0.17523065931163839 0.30132606986444432 0.43382852812646877 0.1157822167733682 0.51428887431393377 0.19968119033728726 0.053622629522578791 0.27086723895627074 0.12011472508311272 0.37850974494358525 0.17354297288693488 0.12469717764179222 0.18992559774778783 0.12352140404982492 0.12142336275428522 0.29247706715250388 0.15655666068778351 0.86022961375419982 0.089874148601666093 0.062876715586753562 0.10554195381700993 leaf_count=72932 1388 234 1370 491 37 283 9 34 42 28 41 18003 7 451 259 69 59 287 62 26 107 49 67 47 99 42 31 22 39 30 36 67 38 68 56 8 375 217 106 261 468 72 83 209 31 239 101 27 43 47 68 84 13 91 45 12 132 70 222 13 32 21 internal_value=0 -0.0825604 -0.0435954 -0.039307 -0.0370822 -0.0246607 -0.0205196 -0.0160883 -0.0191181 -0.00787364 0.000896637 -0.0955861 -0.049271 -0.0779497 -0.0411817 -0.0353304 -0.0037362 -0.0441897 -0.0593429 -0.018007 -0.0159809 -0.0714821 -0.0409656 0.00387906 -0.0456042 -0.0173325 -0.0486264 -0.0565017 -0.000722922 -0.012583 0.00781817 -0.0256677 -0.01454 -0.00216057 -0.00486204 -0.087658 0.00839319 -0.0501517 -0.0388707 -0.0474049 -0.0567426 -0.0499878 -0.0445464 -0.0492223 -0.0425576 -0.0606979 -0.0396642 -0.01593 0.0111133 -0.0246008 -0.0111506 -0.0398281 0.00221462 -0.065095 0.012747 -0.0306466 -0.0601887 -0.0188784 -0.0274871 0.0256756 -0.0221419 -0.04328 internal_weight=0 82.8033 20.7454 19.2205 18.5227 9.17378 8.40688 7.75711 7.42162 4.38222 3.46884 62.058 9.34888 1.05983 0.913375 3.0394 0.665634 2.37377 1.54424 0.350553 0.829531 1.19369 0.485273 3.36879 8.28905 0.800498 7.48856 0.264152 3.07963 0.327035 0.57073 0.824236 0.716195 0.625406 0.732228 0.987603 2.25539 7.31102 2.69621 2.21316 4.61481 3.63593 3.17494 2.87361 2.43978 1.21369 0.699402 0.499721 0.32449 1.22609 0.920386 0.418355 0.244812 0.305708 0.502031 1.59162 0.453411 1.13821 1.01679 0.450401 0.152751 0.194698 internal_count=100000 98612 7677 6307 5816 2419 2136 1902 1868 992 724 90935 3397 466 268 876 150 726 521 88 205 433 146 683 2931 222 2709 91 655 79 123 220 173 135 163 459 435 2672 834 728 1838 1370 1153 1070 861 482 243 142 70 379 257 144 60 122 113 467 163 304 292 81 45 60 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=63 num_cat=0 split_feature=20 16 18 13 7 1 18 20 3 13 3 9 2 7 1 7 3 2 21 7 21 7 4 1 3 3 1 3 11 16 18 17 1 21 7 1 1 4 17 18 21 17 18 11 21 3 7 7 16 17 7 4 21 7 3 7 18 9 21 3 4 7 split_gain=393.199 27.1669 7.46387 2.13866 0.512542 0.568839 0.14935 0.119977 0.0762937 0.0574956 0.0486152 0.0580123 0.0635011 0.0581523 0.0885479 0.0991914 0.0615241 0.0531162 0.0471572 0.0469023 0.0457172 0.0703226 0.0392172 0.0365739 0.0457344 0.0341619 0.0324486 0.0471208 0.0321008 0.0320143 0.0631378 0.036689 0.029147 0.0262382 0.0213518 0.0185982 0.0123429 0.0101006 0.00722535 0.00602808 0.00494384 0.00314603 0.00759979 0.00277357 0.0090993 0.00406429 0.00223555 0.00220211 0.00177947 0.00173768 0.0012754 0.000998592 0.000968151 0.000759766 0.000735755 0.000457452 0.00197151 0.000402004 0.00025791 0.000517746 0.000368961 0.000304839 threshold=0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 0.31510999798774725 5.2500000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.83200889825820934 0.30000000447034841 0.39301045238971716 0.073499999940395369 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56 89 63 117 316 239 207 81 67 94 131 81 75 50 90935 145 43 77 47 40 1379 1106 105 50 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=63 num_cat=0 split_feature=13 12 6 12 18 18 3 13 12 6 18 4 7 13 13 4 4 3 17 7 11 1 7 1 4 4 3 1 3 3 1 4 4 7 7 4 18 17 7 7 7 1 4 7 11 3 1 6 11 2 3 4 13 12 1 11 4 9 3 11 3 3 split_gain=212.997 6.96609 4.05648 1.70427 1.34073 0.998422 0.510934 0.508988 0.758367 0.613683 0.720885 0.660887 0.504048 0.476397 0.426472 0.39159 0.438295 0.348549 0.310748 0.230429 0.424359 0.185198 0.159834 0.407602 0.156141 0.151515 0.100854 0.234615 0.145672 0.142482 0.0783128 0.0828446 0.23694 0.0725515 0.155864 0.0457238 0.0364225 0.0253736 0.0214163 0.0211621 0.020906 0.0274431 0.0190895 0.0186184 0.0180049 0.00993413 0.00750463 0.00595665 0.0108439 0.0148752 0.00591799 0.00565888 0.00467856 0.00750853 0.00466098 0.00457551 0.00524677 0.00863782 0.00376218 0.00324545 0.00464405 0.00513869 threshold=0.70000001788139354 1.0000000180025095e-35 4.7500000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.46000888943672186 0.30000000447034841 1.0000000180025095e-35 1.4499999880790713 1.0000000180025095e-35 0.76250001788139354 0.48285657167434698 0.5000000149011613 0.90000000596046459 0.99189814925193798 0.78587961196899425 0.48365929722785955 1.0000000180025095e-35 0.21788524836301806 1.0000000180025095e-35 2.2500000000000004 0.31510999798774725 5.2500000000000009 0.55046296119689953 0.54695767164230358 0.77200889587402355 4.8500001430511483 0.65600889921188366 0.69598191976547252 10.650000095367433 0.81365740299224865 0.95694443583488475 0.75079616904258739 0.85982456803321849 0.70734125375747692 1.0000000180025095e-35 1.0000000180025095e-35 0.69312554597854625 0.97810217738151561 0.17845769226551059 14.949999809265138 0.69014549255371105 0.22761424630880359 1.0000000180025095e-35 0.55084347724914562 7.1499998569488534 1.8999999761581423 1.2424533367156985 0.11642174422740938 0.51127344369888317 0.80324074625968944 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963 64 45 3337 2421 145 2040 89 52 70 46 46 105 899 338 304 68 43 74 79447 33684 42 85 58 50 44 561 352 267 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=63 num_cat=0 split_feature=20 20 16 16 18 18 20 6 8 1 6 4 18 16 17 13 7 11 1 1 7 1 7 8 9 1 4 7 5 4 11 11 7 7 4 18 1 5 1 7 7 1 1 17 8 5 9 7 7 1 7 1 7 1 16 4 10 1 4 20 2 4 split_gain=207.507 5.87305 3.79425 2.37694 1.45704 0.978636 0.804464 0.632222 0.491387 0.42042 0.373525 0.415009 0.402919 0.335337 0.331085 0.282307 0.183312 0.36476 0.111944 0.117766 0.106373 0.288384 0.0766982 0.140618 0.0755786 0.0670699 0.0626604 0.0946142 0.142013 0.0584074 0.0620639 0.0581778 0.0674103 0.0537692 0.0553308 0.033473 0.0322324 0.0319027 0.0314508 0.0384163 0.0290143 0.0288583 0.103723 0.025455 0.023069 0.0704418 0.109669 0.0228911 0.0325204 0.0208889 0.0192666 0.0188853 0.0170211 0.0144584 0.0133547 0.0100183 0.00900566 0.0132742 0.00880029 0.00853661 0.00843632 0.00549129 threshold=0.70000001788139354 0.5000000149011613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30000000447034841 2.7083333730697636 0.75000000000000011 12.050000190734865 1.8999999761581423 0.76250001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 0.28268365561962133 1.0000000180025095e-35 4.8500001430511483 4.7500000000000009 0.31510999798774725 5.2500000000000009 0.38483643531799322 1.0000000180025095e-35 0.073499999940395369 7.5499999523162851 0.78587961196899425 0.26961407065391546 0.25160736590623861 0.89699071645736705 0.89587974548339855 0.89587974548339855 0.27164061367511755 0.38718999922275549 0.74375000596046459 1.0000000180025095e-35 10.650000095367433 0.092561174184083952 10.550000190734865 0.08626891672611238 0.21317502111196521 14.949999809265138 4.6499998569488534 1.0000000180025095e-35 1.0000000180025095e-35 0.092561174184083952 0.35150000452995306 0.6852499544620515 0.75685060024261486 10.750000000000002 0.97810217738151561 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508 346 153 148 168 81 105 80 245 71 2893 193 53 174 55 87 60 59 2134 121 103 80 405 44 63 1784 44 78 49 1605 82 361 70 55 90935 46 72 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=63 num_cat=0 split_feature=20 20 16 16 18 18 20 6 18 6 4 16 17 18 13 7 11 11 7 4 11 4 5 21 21 7 21 4 21 2 21 21 9 5 7 4 13 7 9 4 21 9 21 7 4 4 4 17 7 7 7 7 7 7 7 16 9 9 4 10 21 11 split_gain=196.83 5.8837 3.54232 2.2842 1.38011 0.984734 0.810591 0.586125 0.348724 0.41547 0.379903 0.311655 0.307228 0.274726 0.269972 0.182429 0.25351 0.192585 0.10343 0.143364 0.112665 0.102337 0.119922 0.0955568 0.140918 0.072427 0.147114 0.0541442 0.0664124 0.0474295 0.0720935 0.0692714 0.0537068 0.0435469 0.0678278 0.0416224 0.0383566 0.0356776 0.0629418 0.0560892 0.0347723 0.0502012 0.0289606 0.0286656 0.0433395 0.0453709 0.0336546 0.0281166 0.0271601 0.0382234 0.0226905 0.0968356 0.0222407 0.0209237 0.0144825 0.0142197 0.0129826 0.0236404 0.0110294 0.00742826 0.0138251 0.0101538 threshold=0.70000001788139354 0.5000000149011613 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.30000000447034841 2.7083333730697636 1.0000000180025095e-35 1.8999999761581423 0.76250001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 0.21317502111196521 1.0000000180025095e-35 1.7005987167358401 0.31510999798774725 0.66865080595016491 1.0000000180025095e-35 0.78587961196899425 0.25160736590623861 3.4357169866561894 3.3114717006683354 0.38483643531799322 12.403495311737062 0.89699071645736705 7.7816977500915536 0.2782281786203385 4.8866875171661386 6.8021192550659189 0.081500001251697554 0.80326533317565929 0.52508991956710827 0.83958333730697643 0.90000000596046459 0.48285657167434698 0.073499999940395369 0.68584656715393078 7.3820583820343026 0.091499999165534987 3.3534630537033085 0.55078604817390453 0.82708334922790538 0.64513888955116283 0.77546295523643505 1.0000000180025095e-35 0.6852499544620515 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3192 1058 604 433 739 244 640 360 289 223 145 111 280 118 462 100 297 129 168 81 558 94 464 227 237 215 78 170 162 156 107 162 92 87 175 158 80 62 2134 405 44 65 59 78 1784 71 1605 49 43 78 361 70 48 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=63 num_cat=0 split_feature=20 16 18 13 13 13 20 8 1 1 18 17 13 4 17 16 9 1 4 1 1 5 4 9 5 9 5 8 5 4 4 9 4 1 21 21 8 4 9 9 4 21 4 1 8 4 4 2 4 1 21 1 16 5 5 4 9 5 14 10 2 1 split_gain=187.356 8.17038 2.25679 1.13557 0.969766 0.954806 0.836807 0.416312 0.445899 0.370578 0.35045 0.267198 0.258885 0.249836 0.235561 0.207749 0.165077 0.156114 0.19005 0.134385 0.104344 0.105947 0.100629 0.0846923 0.0654486 0.0544031 0.102164 0.0814126 0.0881855 0.0516094 0.112464 0.0504053 0.048981 0.135464 0.0443857 0.0629355 0.0431759 0.0539396 0.0396583 0.0785478 0.0569479 0.031191 0.0961701 0.0294158 0.0571067 0.0814373 0.0285771 0.024498 0.0217953 0.034068 0.0697338 0.020128 0.0187567 0.0178952 0.0163753 0.0157982 0.0155489 0.0125576 0.0108768 0.0102044 0.0128478 0.00861556 threshold=0.5000000149011613 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.70000001788139354 0.70000001788139354 0.30000000447034841 0.75000000000000011 10.550000190734865 10.650000095367433 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 0.76250001788139354 1.0000000180025095e-35 1.0000000180025095e-35 0.37450000643730169 4.8500001430511483 0.91388890147209179 9.1500000953674334 7.0499999523162851 0.092561174184083952 0.54695767164230358 0.073499999940395369 0.80326533317565929 0.3014999926090241 0.48720505833625799 1.0000000180025095e-35 0.25160736590623861 0.82314816117286693 0.80324074625968944 0.37049999833107 0.81365740299224865 9.0500001907348651 12.196993350982668 19.810048103332523 1.0000000180025095e-35 0.74768519401550304 0.36650000512599951 1.0000000180025095e-35 0.82314816117286693 3.5379070043563847 0.78587961196899425 7.1499998569488534 1.0000000180025095e-35 0.84351852536201488 0.95069444179534923 0.20463493466377261 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739 657 1102 4496 3192 244 2567 925 1477 798 1270 166 657 1104 769 554 218 508 489 455 391 326 177 72 411 252 113 160 113 439 92 356 355 244 139 93 179 176 140 86 223 186 139 69 405 1090 47 105 50 70 59 934 181 50 58 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=63 num_cat=0 split_feature=13 16 13 1 18 16 8 1 16 18 13 13 4 3 8 3 1 3 1 3 3 3 3 21 21 4 9 21 18 4 4 21 3 8 1 5 1 21 1 5 4 2 3 21 9 4 3 4 3 1 3 3 4 21 21 9 1 3 10 2 4 9 split_gain=172.176 5.11896 3.6885 1.77971 1.76461 1.42455 0.591523 0.516171 0.481949 0.614008 0.383238 0.35388 0.314802 0.312881 0.349703 0.345072 0.299888 0.271689 0.425636 0.195744 0.183895 0.163862 0.153932 0.142543 0.15251 0.094583 0.0878011 0.0868672 0.0790482 0.0806021 0.252799 0.22736 0.091345 0.126133 0.0814182 0.145212 0.0755489 0.0665589 0.0649004 0.053036 0.0505098 0.122715 0.0461303 0.0618241 0.0556511 0.043555 0.114659 0.0388514 0.0943465 0.0360983 0.0890124 0.0306058 0.1599 0.0304052 0.0268005 0.0448008 0.0230571 0.0228805 0.0225624 0.0316505 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0.092561174184083952 0.35150000452995306 3.4166666269302373 0.73472222685813915 0.25160736590623861 0.092561174184083952 0.75000000000000011 0.25160736590623861 2.7083333730697636 1.0000000180025095e-35 0.75000000000000011 7.6025218963623056 5.0499999523162851 0.092561174184083952 1.7453238368034365 5.995723009109498 0.66236770153045665 6.7500000000000009 2.4606724977493291 0.79027777910232555 0.89166668057441723 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 11 -3 -4 8 10 43 12 23 19 14 15 22 -14 20 -19 -5 21 33 -7 26 52 31 -2 -28 29 -17 -31 32 -24 34 -13 -27 46 -38 39 -22 -41 -42 -43 44 -8 -46 47 -18 -40 50 -48 -52 53 54 -6 -56 -36 -45 59 -59 -16 -60 right_child=1 5 6 7 24 13 9 -9 -10 -11 -12 17 16 -15 60 28 36 18 -20 -21 38 -23 25 -25 -26 35 27 -29 -30 30 -32 -33 -34 -35 56 -37 37 -39 48 40 41 42 -44 57 45 -47 49 -49 -50 -51 51 -53 -54 -55 55 -57 -58 58 61 -61 -62 -63 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0.241602 0.403339 0.168276 1.66965 0.846841 0.707651 0.473116 0.109307 1.71168 0.126156 1.58552 36.9035 1.5075 1.21541 0.109626 1.10579 0.363977 0.102161 0.74181 1.34355 0.116072 internal_count=100000 4569 2338 95431 1507 4496 831 2231 3192 810 2750 739 1102 405 641 2477 2270 207 549 466 95 177 379 558 346 291 181 144 77 194 83 371 58 1891 97 53 223 186 60 126 44 54 461 141 212 135 90 81 40 313 66 247 224 246 238 59 179 97 64 82 83 50 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=63 num_cat=0 split_feature=20 16 18 20 7 17 13 18 13 17 13 7 16 13 7 18 7 1 1 10 13 2 4 6 7 5 1 1 7 1 4 6 7 6 11 1 1 4 4 4 1 4 7 6 4 7 7 11 1 11 11 4 4 5 4 4 7 11 7 5 7 11 split_gain=89.4814 6.31646 3.24851 2.15601 1.26895 1.12669 0.833899 0.56296 0.443294 0.38267 0.361985 0.337541 0.274641 0.196732 0.166783 0.105558 0.0589046 0.0849872 0.0556551 0.0463338 0.0426211 0.0322945 0.0366533 0.0312438 0.0214257 0.0283233 0.0184851 0.0437292 0.0294204 0.021579 0.017631 0.0174252 0.0142623 0.0119755 0.0119181 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35 6 33 41 109 35 34 9 14 33 36 20 56 29 23 14 internal_value=0 0.0415735 0.0457798 -0.0487704 0.0487802 0.0497163 0.0507407 -0.0112574 -0.00269918 -0.00148569 -0.0214564 -0.0156702 0.00516619 -0.0154749 0.00992882 -0.0134121 -0.00930248 -0.0236028 0.0282986 -0.00334083 -0.0176896 0.0234216 0.00207978 0.0128317 0.0250566 0.0188001 -0.0111626 -0.0161564 -0.0136707 -0.0391878 0.022634 0.0290403 0.019469 0.0249937 -0.0109173 -0.0245275 -0.00783994 -0.0155189 0.0162081 0.0216706 0.0306446 0.0294856 0.0237095 0.0169789 0.0279733 0.014572 -0.00382365 0.035752 -0.0156473 0.0217297 -0.00329067 -0.00860057 -0.0115876 -0.00834283 -0.0169257 -0.00421707 0.030792 0.0385803 -0.0182002 -0.0055704 -0.00985118 -0.0212304 internal_weight=0 59.5604 55.8343 50.7712 52.5801 51.8273 50.8457 3.56156 3.25415 2.86844 3.72618 0.752783 2.53246 2.19985 2.33695 2.94223 1.87956 0.520639 3.82771 0.981642 0.357636 2.31374 0.164645 2.23155 2.1491 0.836048 2.78511 1.11273 1.04689 0.101959 0.712407 1.31305 0.988034 0.653585 0.94493 0.137452 1.67238 0.381518 0.243416 0.871039 1.21852 1.1367 0.761354 0.295266 0.466088 0.121238 1.35892 1.51396 0.0555339 0.360021 0.12364 0.807478 0.555343 0.448744 0.145682 0.303063 0.549793 0.96417 0.094679 1.29086 0.446191 0.161618 internal_count=100000 4569 2338 95431 1507 1399 1264 4496 831 3192 2231 108 2567 810 2204 739 223 145 899 135 116 807 110 1995 697 429 558 346 291 59 292 268 478 229 232 72 212 66 162 337 156 154 203 111 92 63 78 92 50 89 137 160 125 90 48 42 42 50 92 146 66 43 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=63 num_cat=0 split_feature=20 16 18 20 7 13 18 13 13 16 13 7 18 11 6 7 9 3 10 21 3 9 3 10 3 7 11 3 21 6 3 5 21 2 2 7 6 3 21 21 3 6 3 7 5 13 21 21 2 9 3 3 3 5 9 7 6 11 21 7 7 21 split_gain=85.6021 6.30906 3.32542 2.34129 1.3799 0.884624 0.583833 0.435801 0.334976 0.268975 0.180471 0.179494 0.0970227 0.0813482 0.0687687 0.0480794 0.0684296 0.0417616 0.0372675 0.040405 0.0312445 0.0279377 0.0267819 0.0274904 0.0263953 0.0518747 0.0582554 0.0257883 0.0365948 0.0276516 0.0219887 0.0219578 0.0203875 0.0193459 0.0179393 0.016567 0.01623 0.0145426 0.0160888 0.0141635 0.0165193 0.0134567 0.0131288 0.0123967 0.0304633 0.0112737 0.0123355 0.0576924 0.0205898 0.0149657 0.0126181 0.0267146 0.016027 0.0166289 0.0178888 0.0264857 0.00908207 0.00899443 0.00794089 0.00649931 0.0150805 0.00643474 threshold=0.5000000149011613 1.0000000180025095e-35 1.0000000180025095e-35 0.30000000447034841 0.87957385182380687 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 0.70000001788139354 1.0000000180025095e-35 0.70000001788139354 0.97810217738151561 1.0000000180025095e-35 1.2424533367156985 4.7500000000000009 0.31510999798774725 0.067500002682209029 0.46000888943672186 1.0000000180025095e-35 9.797610282897951 0.63200891017913829 0.32150000333786016 0.51886892318725597 1.0000000180025095e-35 0.46760916709899908 0.21317502111196521 1.0000000180025095e-35 0.86800888180732738 3.3534630537033085 2.4166666269302373 0.46800887584686285 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0.463397 0.251264 0.622644 0.201019 3.2921 0.11523 2.8156 1.29329 0.556929 0.351949 2.08468 1.03696 0.783099 2.68403 0.382852 0.123884 2.42526 2.18144 1.52246 0.276243 0.658979 1.24622 0.247526 0.998694 0.574772 0.361728 0.157912 0.167117 0.185782 1.37439 0.411079 0.302134 0.323615 internal_count=100000 4569 2338 95431 1507 1404 4496 831 2231 3192 810 2750 739 103 1021 223 145 433 383 70 588 365 75 58 357 348 187 2477 2270 207 223 257 176 48 50 558 1652 178 155 161 132 618 509 125 59 495 474 398 122 76 276 97 179 136 121 85 186 59 78 67 41 127 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=63 num_cat=0 split_feature=20 16 20 7 17 13 17 13 16 7 13 4 6 8 4 2 4 6 6 7 21 4 6 7 2 6 9 7 4 7 9 11 8 2 7 11 2 21 21 9 9 7 7 21 21 5 21 21 7 13 7 7 4 7 21 9 9 21 8 4 4 2 split_gain=81.2821 6.23904 2.74555 1.99753 1.16303 0.957186 0.508628 0.312275 0.286407 0.185131 0.13697 0.109089 0.100918 0.0977824 0.0677284 0.0595358 0.0498069 0.0449281 0.0424968 0.0357937 0.0766771 0.0350423 0.0342169 0.0532234 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0.19849999994039538 1.7005987167358401 1.0000000180025095e-35 0.20938088744878772 0.49371044337749487 1.4978661537170412 0.13527590036392215 9.4959001541137713 5.0221381187438974 0.64949998259544384 0.09849999845027925 0.22508277744054797 0.2783056795597077 10.327424526214601 6.2502074241638192 0.80326533317565929 19.810048103332523 15.736013889312746 0.060075188055634506 0.90000000596046459 0.34431658685207372 0.35093528032302862 0.87638887763023388 0.54492700099945079 16.843008041381839 0.17249999940395358 0.33249999582767492 11.520835876464846 0.75000000000000011 0.89513888955116283 0.78796294331550609 0.30517394840717321 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 12 8 -3 9 17 -6 -5 50 15 22 18 31 61 -9 33 28 -19 23 -7 35 34 27 -20 -21 49 37 32 -14 48 39 -24 -12 38 -31 40 -23 -42 -29 44 45 -44 47 -35 57 -16 -2 -52 -50 -30 55 -28 -57 58 59 60 -18 -4 right_child=1 7 6 11 10 14 -8 13 -10 -11 36 -13 16 -15 29 -17 19 21 26 20 -22 25 24 -25 -26 -27 54 42 53 30 -32 -33 -34 46 -36 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 52 -51 51 -53 -54 -55 -56 56 -58 -59 -60 -61 -62 -63 leaf_value=-0.051348451495235849 -0.0062384233934852807 -0.051306963218909575 0.0035795265146518216 -0.093320909713278791 -0.051732604977449886 0.04681316478243578 -0.051381130951070032 -0.054321956655356489 -0.051398362798781572 -0.051243865956740936 -0.0058233510096712005 -0.032224934337375784 0.018990400978075847 -0.0054462654086838416 0.051712498947760858 -0.053974056523617267 0.020916575308182674 -0.0018438021668209317 -0.053568003811626755 0.040279830748975932 -0.0093254023755039318 0.026457140849368989 0.05020480392090481 0.032213292418272081 0.041286091804174224 -0.016979059681791312 -0.0042916353935722532 0.0010059995073459179 0.0040241987392117106 0.050669777015091268 0.042676693913753255 0.030154387622254239 -0.01618567569257244 -0.029245569597195781 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23 33 11 145 48 97 31 11 33 24 10 58 37 58 57 23 10 12 8 55 21 4 216 22 19 18 30 35 32 14 67 41 92 internal_value=0 0.0406466 -0.0479002 0.0450569 0.0461752 0.0472469 -0.00635211 -0.0219928 0.00133932 0.00566893 -0.00593988 -0.0396099 0.0246619 -0.0148217 0.049324 -0.0235602 0.0272626 0.00847516 -0.0203914 0.0287955 0.0179213 0.0157723 0.0461585 0.0410805 0.0475161 0.0199306 -0.0181527 -0.0250659 0.0291771 0.0504691 0.0484202 0.0061769 -0.0024487 0.0310868 0.0220343 0.0489671 0.0011887 0.0497403 0.0472607 0.0243688 0.0218925 0.00881302 -0.0148346 -0.0198625 -0.0105731 -0.0291913 0.0179688 0.00299481 0.0324584 0.0513533 0.0020816 0.0105809 0.0371122 0.0163578 -0.0106403 -0.0158269 -0.0305821 0.0297705 0.0269607 0.0240161 0.0127956 0.00290177 internal_weight=0 56.4596 47.9098 52.7459 52.0583 51.0093 3.67147 3.71375 3.13584 2.89792 1.04897 0.687556 4.29623 2.98382 46.7131 1.54437 3.85252 2.76175 1.39865 3.59143 0.625049 1.19593 12.4089 2.61757 9.79137 0.967544 1.31208 0.683286 0.442322 34.3042 10.3413 0.261081 0.192009 2.96638 0.915371 7.94167 0.907676 8.40858 3.70142 0.836849 0.742885 0.19219 0.502799 0.381659 0.301971 0.100338 0.280811 0.107669 2.68557 23.9629 0.443715 0.219492 0.983231 0.205291 0.62879 0.350621 0.153838 1.70234 1.02486 0.858342 0.237318 1.56582 internal_count=100000 4569 95431 2338 2188 1899 4496 2231 3451 2977 289 150 1323 739 576 657 793 2692 520 613 273 691 223 64 159 385 440 332 65 353 113 180 169 340 324 128 40 80 47 227 217 95 158 148 91 68 68 56 272 240 530 220 77 48 108 90 65 195 163 149 82 2001 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=63 num_cat=0 split_feature=20 16 18 20 17 20 7 20 7 20 21 18 1 10 1 7 1 2 2 20 9 4 1 7 21 1 7 9 21 21 1 5 1 21 4 4 9 20 7 21 21 4 1 1 5 1 4 21 7 4 4 4 21 4 21 9 21 7 1 1 11 1 split_gain=77.3905 6.55484 5.05569 2.35129 0.735653 0.636537 0.40013 0.391672 0.321148 0.302388 0.0945538 0.0858219 0.0571207 0.0373707 0.0446874 0.0356428 0.0666918 0.0312462 0.0309171 0.0300834 0.0261315 0.017631 0.0145137 0.0205399 0.0182633 0.0162774 0.0361353 0.0140485 0.0149789 0.0131725 0.0111964 0.0143899 0.0170606 0.010812 0.0202966 0.0487025 0.0201859 0.0093116 0.00805052 0.00765574 0.00721882 0.0066746 0.00798111 0.0171623 0.0142982 0.00621828 0.0121127 0.025674 0.00616314 0.0061259 0.0118331 0.0169189 0.0110333 0.00754619 0.0074836 0.00704351 0.00594784 0.0089377 0.00531847 0.0114392 0.0271947 0.0054214 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 0.70277991890907299 0.70000001788139354 0.97810217738151561 0.70000001788139354 3.5379070043563847 1.0000000180025095e-35 13.250000000000002 1.0000000180025095e-35 6.6499998569488534 0.31510999798774725 5.2500000000000009 0.20938088744878772 0.13527590036392215 0.5000000149011613 0.64949998259544384 0.92685183882713329 10.150000095367433 0.48814210295677191 9.4374337196350115 8.6500000953674334 0.4854720681905747 0.37450000643730169 8.1544337272644061 16.087697029113773 2.1499999761581425 0.80326533317565929 3.3500000238418584 8.7959337234497088 0.83958333730697643 0.69642856717109691 0.31550000607967382 0.5000000149011613 0.26031449437141424 3.9162815809249882 3.1525689363479619 0.62870368361473095 6.3500001430511483 8.1500000953674334 0.80326533317565929 5.8500001430511483 0.80324074625968944 7.050610065460206 0.072882171720266356 0.66236770153045665 0.6995370388031007 0.78587961196899425 5.7735488414764413 0.68425926566123974 3.0151902437210087 0.23249999433755877 7.9955310821533212 0.41240026056766516 10.750000000000002 9.1500000953674334 1.7005987167358401 9.0500001907348651 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 8 9 13 -3 12 -4 -8 22 17 -5 18 16 -11 19 -15 20 -2 29 23 25 -25 41 -27 30 40 -14 -21 49 -33 -24 35 -35 -37 -19 -39 -34 -29 -9 45 44 -44 46 -43 -48 -31 52 53 54 -32 -51 -52 58 57 -17 59 61 -61 -53 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2 23 52 6 77 4 21 21 78 54 6 48 42 49 56 17 52 18 7 25 45 3 50 22 21 151 63 20 75 28 36 34 35 46 4 2 internal_value=0 0.0372704 0.0418035 0.0459653 0.0191524 -0.0137756 0.0502779 -0.0243546 0.022861 -0.0262153 0.0281436 -0.0152713 0.0244765 0.0513099 0.0475524 -0.0153482 -0.0262174 0.0221717 0.043224 0.0228895 0.0185861 0.0339377 -0.01336 -0.0177845 -0.0387471 -0.0156053 -0.0335498 0.0263236 0.0130428 0.0373318 0.027258 0.0267062 0.010607 -0.0104891 -0.0136508 -0.0233091 -0.0444233 0.00150496 -0.00874593 -0.00488991 -0.00262587 -0.0133783 -0.0162401 -0.02373 -0.0388062 -0.0119917 -0.0181338 -0.0318826 0.0293253 0.0275756 0.0284103 0.0270774 0.0200526 0.0385205 0.00593218 0.0281088 -0.0111166 -0.0152751 0.026807 0.0238471 0.00964296 0.0264562 internal_weight=0 58.6612 54.6417 50.8352 7.04346 3.80659 43.7917 4.01941 6.69103 2.7782 1.95083 3.00251 6.54859 41.8409 5.7135 1.93738 0.54289 5.26578 2.91781 5.08903 2.25865 1.2828 2.85649 1.12412 0.105852 1.01826 0.112423 2.83038 0.186035 0.960709 2.64435 2.57042 0.131689 1.73238 1.05589 0.359005 0.155112 0.176753 0.0983129 0.0756184 0.0838122 0.905841 0.627047 0.226947 0.103053 0.4001 0.202997 0.0895375 0.334725 2.43873 2.19516 1.93946 0.243576 0.2557 0.0902001 1.84926 1.39449 0.531898 1.56987 0.771661 0.119748 0.651913 internal_count=100000 9065 6188 4257 3852 1931 405 2877 3179 1910 40 739 2904 365 70 223 145 2747 46 2572 1822 157 558 346 65 281 69 750 131 102 619 618 74 212 159 81 60 175 90 70 79 212 167 77 59 90 65 48 56 544 404 362 140 42 96 266 78 42 238 203 50 153 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=63 num_cat=0 split_feature=13 13 18 18 7 17 1 17 13 8 7 4 7 1 7 21 1 21 9 1 4 5 2 1 3 21 7 1 11 1 3 9 1 1 3 11 10 7 9 1 8 1 3 3 21 1 9 1 3 3 7 4 1 13 7 21 1 3 3 3 8 1 split_gain=65.7764 5.61532 3.8018 1.84629 1.64652 1.03158 0.714942 0.66755 0.411617 0.319801 0.280001 0.220429 0.166328 0.148432 0.130889 0.122357 0.121548 0.116823 0.188415 0.374354 0.112193 0.0850918 0.084428 0.0798195 0.0780756 0.076392 0.0679225 0.0649366 0.0611826 0.059055 0.0533201 0.0491364 0.046514 0.0455234 0.0562282 0.0915615 0.119026 0.0540805 0.0441885 0.0423409 0.0437497 0.0401755 0.0370874 0.0370269 0.0307683 0.0394935 0.0580676 0.0358045 0.107115 0.0305313 0.0300651 0.0284449 0.0578929 0.0273156 0.0260692 0.0347891 0.0238807 0.0230487 0.0377734 0.0226339 0.0221131 0.0213854 threshold=0.70000001788139354 0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.910396307706833 1.0000000180025095e-35 4.6499998569488534 1.0000000180025095e-35 0.90000000596046459 0.75000000000000011 0.22984936088323596 0.78587961196899425 0.97810217738151561 10.150000095367433 0.97810217738151561 3.3534630537033085 12.550000190734865 7.559831142425538 0.43750000000000006 10.250000000000002 0.62400794029235851 0.80326533317565929 0.10644592717289926 3.3500000238418584 0.54000890254974376 16.392795562744144 0.31510999798774725 2.8500000238418584 1.4978661537170412 5.2500000000000009 0.48365929722785955 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14 12 -10 -11 -12 15 28 19 -16 16 -18 35 -20 -21 59 26 24 34 -26 -27 39 56 -30 -31 32 -33 -34 -35 -36 36 -38 -39 60 -41 41 43 -44 -45 -46 54 48 50 -50 -51 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.050845646767453082 -0.050964337521221072 -0.050900121039187965 0.020814185463881158 -0.050877440411255817 0.020407540773967798 -0.036188683014411326 -0.051073787981349962 0.029555754003371328 -0.050944737642154875 -0.050958373515442482 -0.050864537396413834 -0.050921107892045986 0.045641332054303874 0.029264151411388328 -0.004345389677398781 -0.01461055725180942 -0.018692324996502498 -0.019178254843015576 -0.052209720222050761 0.025479339973527068 0.045199167071484768 0.016591916764485928 0.050165950782703174 0.051064361027854416 0.040337413131247106 0.037331048286732241 0.040926398401834478 0.0095223922345632206 0.051556427339012834 0.043927246183492336 0.020571626726425721 0.045727839568720036 0.024863366266987128 -0.02237314816944426 0.043037962765247698 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2.14192 1.01098 0.246267 14.695 1.87784 0.967678 13.0951 11.4279 3.18925 3.12386 0.466588 3.09092 1.82977 1.29139 0.538386 1.22087 0.0705154 0.206586 0.101189 0.051544 0.305097 0.268746 0.137348 8.30402 0.0485623 1.59472 0.0480613 4.34563 internal_count=100000 9675 5579 90325 10758 2338 2195 1902 4496 3451 2977 4096 577 310 293 1380 739 657 508 96 66 1325 214 81 133 213 1112 1025 267 218 185 52 133 77 55 149 76 186 880 87 166 144 2692 45 45 2670 821 585 236 511 74 112 101 52 276 227 145 99 47 42 59 102 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=63 num_cat=0 split_feature=20 18 7 20 20 8 17 1 20 4 6 3 1 4 2 21 1 11 3 4 21 3 11 3 3 4 4 3 3 3 21 21 1 1 7 1 21 7 3 21 4 3 21 3 3 1 1 7 8 11 21 6 1 3 3 1 21 4 21 4 11 9 split_gain=55.2311 5.70536 2.15695 1.52446 0.838106 0.671348 0.609791 0.23677 0.121945 0.0715721 0.0466247 0.0609607 0.0499075 0.0504959 0.0492969 0.042663 0.185799 0.0805449 0.04856 0.0464589 0.0506291 0.0404321 0.0337214 0.0301896 0.029223 0.0319891 0.0342376 0.0284309 0.0220766 0.0236091 0.0167298 0.0123102 0.0204763 0.0277695 0.0109717 0.0335621 0.0106086 0.0243216 0.0309642 0.0141154 0.0105385 0.0293042 0.0161943 0.0103751 0.0101706 0.0123024 0.0094091 0.00887163 0.00878091 0.00874965 0.007827 0.00742524 0.0116855 0.0162046 0.02578 0.0116523 0.00747475 0.00970332 0.0070421 0.00692243 0.0068952 0.00647708 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 0.70000001788139354 0.90000000596046459 0.75000000000000011 1.0000000180025095e-35 10.150000095367433 0.70000001788139354 0.70188492536544811 3.4166666269302373 0.46000888943672186 12.550000190734865 0.99189814925193798 0.16287682950496676 9.4374337196350115 12.050000190734865 1.2424533367156985 0.66398191452026378 0.70188492536544811 15.169474601745607 0.63550633192062389 1.0000000180025095e-35 0.42800888419151312 0.49093624949455267 0.87361112236976635 0.78796294331550609 0.50318029522895824 0.53072515130043041 0.59908753633499157 2.3868237733840947 13.432487964630129 13.050000190734865 11.84999990463257 0.31510999798774725 5.2500000000000009 15.951560974121096 0.10474493354558946 0.50400888919830333 14.395778179168703 0.89699071645736705 0.73597636818885814 3.8538969755172734 0.51886892318725597 0.8560088872909547 12.84999990463257 2.8500000238418584 0.28268365561962133 1.0000000180025095e-35 1.2424533367156985 14.819046974182131 1.2916666865348818 13.449999809265138 0.86800888180732738 0.87600886821746837 9.5500001907348651 7.3820583820343026 0.77546295523643505 18.283750534057621 0.69014549255371105 1.2424533367156985 0.46549999713897711 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 8 15 10 9 -3 -7 46 -12 13 14 24 16 17 23 -19 20 -17 -11 -14 -5 59 26 28 -28 -26 -30 -31 -21 33 58 35 43 39 -38 -39 44 -27 42 -42 -10 45 -24 -2 -34 -15 -45 -41 61 53 55 -55 -53 57 -56 -33 -13 -36 -48 right_child=1 4 -4 5 -6 7 -8 -9 34 21 11 12 22 48 -16 19 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0.533856 0.758251 0.35913 0.130095 0.455233 0.205028 0.0959266 3.84538 5.70571 0.135561 0.213637 0.328827 3.81413 1.78152 1.58063 0.469383 1.11124 0.191544 0.0572191 1.87162 0.472231 1.61323 2.03261 internal_count=100000 9065 6353 5873 2712 920 4953 104 2679 73 4252 1712 1424 1170 977 816 489 451 53 327 75 51 254 398 765 699 546 133 413 364 277 252 150 71 392 247 230 126 100 104 153 118 92 70 64 56 2540 79 193 53 40 2514 726 715 78 637 70 46 42 66 145 1788 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=63 num_cat=0 split_feature=20 16 18 14 20 20 17 20 20 10 1 2 8 1 3 1 3 6 1 11 3 20 3 3 6 10 11 3 1 20 1 3 3 1 1 8 1 5 11 3 6 2 3 11 3 9 3 3 9 9 11 9 9 3 3 9 3 20 11 9 1 3 split_gain=52.1249 7.49106 5.74301 2.26728 1.43222 0.75973 0.58271 0.119574 0.0968943 0.0519441 0.0627166 0.0370052 0.0349568 0.0403283 0.0414201 0.015025 0.0177397 0.0144253 0.0127602 0.0251903 0.0161251 0.0101247 0.0101011 0.0115936 0.00884465 0.00808866 0.00668504 0.00649471 0.00818777 0.00560031 0.00736066 0.00529975 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0.80326533317565929 11.949999809265138 0.70000001788139354 1.0000000180025095e-35 0.55879813432693493 0.57138359546661388 5.8500001430511483 0.52400887012481701 13.449999809265138 0.58506944775581371 6.6499998569488534 9.8499999046325701 7.1499998569488534 4.7500000000000009 0.12356245890259744 4.3500001430511483 0.73032408952713024 0.21849999576807025 0.65648147463798534 0.60251325368881237 0.70734125375747692 3.4166666269302373 0.39628393948078161 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 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 41 11 14 8 9 -8 -5 -2 43 -14 15 -7 20 18 -18 -20 51 -11 23 30 28 26 35 -17 59 44 48 32 -32 37 -35 57 -37 42 -39 -40 60 -3 -28 -9 45 -30 -47 49 -13 -48 61 52 -16 54 -54 -56 -44 58 -26 -25 -27 -50 right_child=1 4 -4 10 -6 6 7 12 -10 21 -12 22 13 -15 16 27 17 -19 19 -21 -22 -23 -24 24 25 40 33 -29 29 -31 31 -33 -34 34 -36 36 -38 38 39 -41 -42 -43 56 -45 -46 46 47 -49 50 -51 -52 -53 53 -55 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0.214442 0.53823 internal_count=100000 9065 6353 5873 2712 5147 895 233 123 93 726 4252 110 51 662 107 555 137 64 53 418 65 2443 2334 1769 1341 1222 67 428 347 565 179 60 933 268 289 146 665 284 189 119 2679 381 59 309 221 202 154 386 147 324 389 204 141 79 48 302 143 79 81 114 219 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=63 num_cat=0 split_feature=20 16 7 17 7 13 9 3 2 7 1 3 3 6 3 1 1 13 3 3 6 1 4 13 1 3 13 4 3 13 3 4 6 7 7 1 1 11 3 1 1 9 3 3 6 1 9 2 6 11 11 4 13 13 9 6 4 6 6 4 4 6 split_gain=32.7851 8.43376 2.80908 1.20536 0.410452 0.38077 0.256178 0.279033 0.250762 0.323562 0.249026 0.439809 0.220645 0.244689 0.207931 0.183265 0.220497 0.174702 0.149669 0.154614 0.13653 0.142224 0.127478 0.132868 0.104608 0.0968988 0.0857591 0.0683905 0.0541277 0.0654251 0.0507593 0.0793199 0.0394596 0.0382851 0.0256009 0.0234543 0.0226227 0.0188526 0.018035 0.0180083 0.0173265 0.0153191 0.0215533 0.0301113 0.0161516 0.0153174 0.0150325 0.0147 0.0131893 0.0128668 0.0124236 0.0169109 0.012071 0.0120502 0.0120399 0.021256 0.016764 0.0119392 0.0114907 0.0112689 0.0106342 0.0102383 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 1.0000000180025095e-35 0.3126917183399201 0.70000001788139354 0.35449999570846563 0.86400890350341808 0.22442438453435901 0.40549990534782415 4.7500000000000009 0.52286890149116527 0.59513762593269359 4.7500000000000009 0.55084347724914562 7.6499998569488534 5.4500000476837167 0.70000001788139354 0.73997634649276745 0.79600888490676891 4.7500000000000009 12.449999809265138 0.73472222685813915 0.70000001788139354 12.550000190734865 0.58738356828689586 0.90000000596046459 0.59623014926910411 0.78000888228416454 0.70000001788139354 0.42798192799091345 0.82824075222015392 1.2916666865348818 0.52508991956710827 0.69816902279853832 5.2500000000000009 14.150000095367433 1.0000000180025095e-35 0.71198192238807689 5.1499998569488534 7.4500000476837167 0.38050000369548803 0.58800888061523449 0.51600888371467601 4.7500000000000009 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126 371 65 347 129 96 139 92 1077 218 90 1439 1195 1144 466 63 111 306 46 244 227 51 50 2155 64 160 678 968 72 54 933 277 697 574 227 131 123 60 40 606 141 134 49 2877 236 347 267 80 103 114 93 146 47 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=63 num_cat=0 split_feature=20 16 7 17 7 13 4 2 7 6 13 21 21 13 2 13 7 7 21 21 4 21 6 4 4 21 4 7 4 7 5 2 4 4 7 21 11 4 21 2 21 4 21 7 21 21 21 6 21 4 21 6 21 7 11 13 4 7 4 21 21 21 split_gain=30.7838 7.96274 2.75854 1.05911 0.516256 0.288275 0.357816 0.235215 0.407251 0.212805 0.373743 0.37239 0.368785 0.176779 0.125675 0.0901049 0.0634634 0.156533 0.0629195 0.0630626 0.0490169 0.0587673 0.0400679 0.0381041 0.0360179 0.103274 0.0603625 0.0216944 0.0256218 0.0178024 0.019638 0.01548 0.0156101 0.0150686 0.0149917 0.0148309 0.0146951 0.0127979 0.0128066 0.0115057 0.0114119 0.0366917 0.0289161 0.0189153 0.012256 0.011068 0.0208854 0.00957516 0.0116013 0.0103609 0.00948022 0.0150595 0.00945794 0.00899927 0.00880494 0.00873604 0.0085544 0.0132442 0.00838269 0.00837192 0.00974698 0.0228573 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 1.0000000180025095e-35 0.3126917183399201 0.70000001788139354 0.57708334922790538 0.22442438453435901 0.40549990534782415 4.7500000000000009 0.70000001788139354 6.4986979961395273 9.797610282897951 0.70000001788139354 0.25574788451194769 0.90000000596046459 0.63427746295928966 0.55586767196655285 12.997395992279055 2.5110690593719487 0.66865080595016491 6.6778738498687753 1.2916666865348818 0.8826388716697694 0.74490740895271312 8.2238631248474139 0.68819445371627819 0.23425997048616412 0.79537037014961254 0.14006369560956958 0.48720505833625799 0.20938088744878772 0.82824075222015392 0.85092595219612133 0.35093528032302862 9.4959001541137713 1.7005987167358401 0.77546295523643505 4.4152956008911142 0.13527590036392215 5.9022784233093271 0.99722221493721019 5.3948740959167489 0.20846114307641986 17.030422210693363 12.403495311737062 4.9665062427520761 1.4499999880790713 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809 420 317 389 338 159 1532 255 1410 169 45 40 289 141 148 97 44 280 240 122 78 57 129 106 1345 65 49 129 620 111 509 725 578 299 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=63 num_cat=0 split_feature=13 12 7 8 7 17 10 17 1 3 6 13 13 13 4 21 6 6 4 2 5 21 1 2 3 13 10 5 3 11 10 13 7 6 6 21 4 1 11 13 1 1 3 5 8 4 7 4 4 21 1 3 21 21 3 1 3 2 4 3 2 4 split_gain=23.8036 5.59706 2.07699 0.854093 0.927787 0.567271 0.312774 0.288158 0.277588 0.330502 0.270873 0.267192 0.236519 0.2015 0.254372 0.459501 0.173456 0.161651 0.305596 0.395009 0.250937 0.15311 0.235893 0.150012 0.14609 0.123395 0.118286 0.112349 0.244455 0.106589 0.0927746 0.0773858 0.0565863 0.0516886 0.0516093 0.0460982 0.0448971 0.127368 0.0458039 0.039598 0.0387931 0.0348675 0.0316162 0.0625461 0.0265657 0.0471177 0.0263825 0.0263211 0.045055 0.0227414 0.0199745 0.0190885 0.0189486 0.0174397 0.015819 0.0218968 0.0163705 0.0153003 0.0307639 0.0147267 0.0135504 0.0182235 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 0.75000000000000011 0.31070703268051153 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.7500000000000009 0.5720089077949525 4.2500000000000009 0.70000001788139354 0.70000001788139354 0.70000001788139354 0.83611109852790844 5.1397452354431161 4.7500000000000009 4.7500000000000009 0.68819445371627819 0.15593626350164416 0.25160736590623861 9.4959001541137713 8.5500001907348651 0.14682106673717502 0.55879813432693493 0.90000000596046459 1.0000000180025095e-35 0.80326533317565929 0.6189362406730653 1.2424533367156985 1.0000000180025095e-35 0.70000001788139354 0.23425997048616412 2.7083333730697636 2.7083333730697636 4.8866875171661386 0.69014549255371105 11.650000095367433 1.4978661537170412 0.70000001788139354 4.6499998569488534 6.5499999523162851 0.49965929985046392 0.092561174184083952 1.0000000180025095e-35 0.85092595219612133 0.69816902279853832 0.79537037014961254 0.78796294331550609 7.7816977500915536 4.8500001430511483 0.34768833220005041 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98 1021 169 912 852 364 70 978 596 135 488 346 88 258 66 53 74 400 373 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=63 num_cat=0 split_feature=20 18 16 14 20 20 10 1 2 1 2 4 1 4 4 1 6 4 4 21 4 4 4 4 4 1 6 1 3 3 21 3 21 3 6 5 3 3 3 21 6 5 3 21 1 3 6 1 4 21 3 6 3 1 21 5 3 3 4 3 21 21 split_gain=27.8344 9.84413 10.2715 1.67578 0.908719 0.560524 0.0401206 0.0474573 0.0314315 0.0385264 0.0255826 0.0214634 0.0185072 0.0203787 0.0467816 0.0171734 0.0216862 0.0159358 0.0226726 0.0158846 0.0150833 0.014476 0.0137365 0.0191922 0.0167195 0.0135507 0.0134566 0.0125532 0.0117049 0.0113048 0.0219573 0.011049 0.0109374 0.011037 0.0108232 0.0127431 0.0101626 0.0176341 0.016926 0.0106177 0.00992065 0.00912831 0.00866774 0.00941803 0.00845627 0.00837107 0.00810217 0.0078301 0.00746914 0.0089773 0.00733505 0.00719962 0.00686841 0.0107765 0.00699576 0.00676991 0.00649878 0.00612388 0.00936536 0.00884976 0.0057729 0.00559659 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 0.70000001788139354 1.0000000180025095e-35 6.6499998569488534 0.39032742381095892 12.750000000000002 0.13527590036392215 0.87638887763023388 8.4499998092651385 0.84583333134651195 0.75810185074806224 4.8500001430511483 2.7083333730697636 0.858333319425583 0.92291665077209484 7.2466559410095224 0.87870368361473095 0.81805554032325756 0.66236770153045665 0.68425926566123974 0.56539350748062145 12.150000095367433 1.2916666865348818 4.1499998569488534 0.57600885629653942 0.48718026280403143 12.624660015106203 0.42000888288021093 9.561678886413576 0.59513762593269359 3.5833333730697636 0.034051353111863143 0.52286890149116527 0.67998194694519054 0.63968834280967724 5.5191195011138925 2.7083333730697636 0.092561174184083952 0.88006493449211132 12.997395992279055 6.6499998569488534 0.696008861064911 1.8999999761581423 6.5499999523162851 0.65648147463798534 9.561678886413576 0.86400890350341808 1.8999999761581423 0.58302611112594616 6.1499998569488534 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0.0158132 0.0217725 0.0274506 0.00504932 0.0472956 0.0261504 0.0321154 0.0383032 0.0376775 internal_weight=0 39.3905 33.9494 30.593 29.416 29.0224 5.44108 28.3237 0.698719 12.4058 6.14338 6.26242 5.03859 4.75089 0.39357 0.0791029 5.19288 4.87028 2.79054 1.67175 4.89349 1.00962 1.17653 0.740397 3.88387 1.69859 0.168223 1.53037 0.542581 2.18528 1.49861 0.436137 1.19469 0.907094 0.588941 1.11879 0.772304 0.950502 0.254957 3.49705 0.686666 0.372187 0.42068 0.277425 0.685213 0.458316 0.371789 0.266364 2.07974 0.421692 1.65805 1.53721 0.157446 0.0903508 0.493251 0.167673 0.690191 1.22383 0.307176 0.174262 1.37977 1.32777 internal_count=100000 20433 13895 9958 4257 3878 6538 3259 619 2892 1218 1674 1584 6432 379 358 1140 1134 314 237 1548 318 199 139 1230 463 61 402 241 767 489 60 394 317 191 77 263 78 51 865 278 118 127 110 233 149 128 80 820 145 675 660 72 43 161 49 106 90 98 65 588 567 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=63 num_cat=0 split_feature=20 18 16 7 20 20 10 1 4 7 6 4 4 1 4 1 1 21 21 21 6 2 20 7 4 21 20 7 1 4 20 4 11 6 21 21 9 9 9 7 21 6 7 7 1 6 6 7 4 1 20 21 9 4 7 8 9 21 21 7 4 1 split_gain=25.1111 11.4513 9.97585 1.30249 0.985949 0.63284 0.0447991 0.044417 0.0369193 0.0387199 0.0336925 0.0297459 0.0300548 0.0296843 0.0456737 0.0364811 0.0274739 0.0243733 0.0242218 0.0239158 0.0224375 0.0223415 0.0222829 0.0595898 0.02164 0.0219953 0.0215893 0.0179693 0.0167753 0.0158494 0.0141959 0.014069 0.0139512 0.025893 0.0204345 0.0139576 0.0121754 0.0139477 0.0185084 0.0118144 0.0113735 0.0144498 0.011203 0.0110035 0.0116124 0.0109397 0.00962458 0.0090932 0.00845139 0.008434 0.00828617 0.00785775 0.00760339 0.00728436 0.00703964 0.006911 0.00669541 0.00910636 0.00668686 0.00657925 0.00856338 0.00661048 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.910396307706833 0.90000000596046459 0.70000001788139354 1.0000000180025095e-35 6.6499998569488534 0.91944444179534923 0.21562756597995761 2.7083333730697636 0.98240742087364208 0.93425926566123974 10.750000000000002 0.79930555820465099 8.9499998092651385 13.050000190734865 13.841840744018556 15.384219646453859 15.169474601745607 1.8999999761581423 0.13527590036392215 0.70000001788139354 0.97810217738151561 0.98981478810310375 2.4606724977493291 0.70000001788139354 0.28033843636512762 4.7500000000000009 0.6995370388031007 0.5000000149011613 0.69014549255371105 0.89587974548339855 4.7500000000000009 8.4578547477722186 5.995723009109498 0.16550000011920932 0.33949999511241918 0.62950000166893016 0.45748157799243933 3.4357169866561894 1.3666666746139529 0.70710676908493053 0.50872123241424572 4.6499998569488534 2.7083333730697636 1.8999999761581423 0.66028577089309703 0.69014549255371105 4.0499999523162851 0.70000001788139354 5.4393184185028085 0.0035000001080334191 0.67956349253654491 0.29552601277828222 0.75000000000000011 0.47149999439716345 10.947951316833498 2.0447841882705693 0.4854720681905747 0.98032408952713024 9.2500000000000018 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 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 26 8 -7 21 13 11 52 12 -10 15 53 27 -16 24 31 -18 -14 -8 23 -5 -13 45 -3 30 42 -20 36 39 -32 34 35 -34 40 -38 51 -17 41 58 43 44 48 -26 -33 54 -29 -44 -4 -39 59 -15 -30 -56 57 -54 -2 60 -11 -61 right_child=1 4 50 22 -6 6 7 -9 9 10 -12 17 20 14 16 18 19 -19 29 -21 -22 -23 -24 -25 25 -27 -28 28 47 -31 32 46 33 -35 -36 -37 37 38 -40 -41 -42 -43 49 -45 -46 -47 -48 -49 -50 -51 -52 -53 56 -55 55 -57 -58 -59 -60 61 -62 -63 leaf_value=-0.050654308530460095 0.032176092841028937 -0.050978446360593115 -0.050871291958366961 0.073046242484801391 0.0065747667819274413 0.051268798063260325 0.043915794261171766 0.051724308333009644 0.040733755013989154 0.036095413883125774 0.047582901525113942 0.052988686331103353 0.035779781984236377 0.025954310239932013 0.01238464356616188 0.013695903399486679 0.034957074518363628 0.048208488941567748 0.043584648827603746 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0.011328751468680731 0.65301197295775626 13.248455705121158 0.66598783619701973 0.97038028575479973 0.2230907119665072 0.095775015943218134 1.6121962552861078 0.13217648069257826 0.13292453170288354 0.080556010827422031 0.44756313832476713 0.070806348652695195 0.4652200760319829 0.432417079107836 0.068447032608673797 0.26749142317567021 0.33277739433106035 0.62048578634858131 0.25341510446742177 0.067863766009395476 0.27205535768007394 0.3969839515775675 3.3819551038031932 0.12186501630640156 0.054042974690673762 0.1215586996258935 1.0550234936090417 0.34235489454295009 0.089513217666535749 0.22484799644735176 0.30234480575018097 0.12993193681177218 0.33297818353457842 0.15525717183481902 0.13801905936270487 0.0560800423118053 0.5668941085023107 0.14007094681437593 0.039023215911583975 0.23511528882954735 0.04877905166358687 0.23963760685001034 1.1056711009732678 0.37450191559037183 0.048477525444468483 0.037466629117261618 2.3600642070814501 0.082991714036324993 0.26430503890151158 0.45045645500067621 1.0888327335851498 0.073693594269570784 0.063154737115837634 0.054734457895392552 0.049758354594814591 0.1240172717225505 0.13567556788621005 0.045100271876435727 leaf_count=90935 105 2287 1538 13 33 314 24 24 26 26 125 12 61 37 60 40 28 16 33 29 32 22 21 345 81 141 392 67 18 38 133 162 19 50 48 42 84 65 15 30 292 30 21 54 7 29 98 221 20 24 558 54 82 91 552 44 37 28 28 59 76 24 internal_value=0 0.0230985 0.0336724 0.042125 -0.0503723 0.0432472 0.0501595 0.0436478 0.035398 0.0390715 0.0434506 0.0342207 0.0256435 0.0335579 0.0276243 0.0349327 0.0221453 0.0382308 0.0412039 0.0281074 0.0184147 0.0375558 -0.0562597 -0.0331091 0.0340856 0.031336 -0.0597081 0.0329637 0.0293332 0.0243401 0.035165 0.0432384 0.0382564 0.0330262 0.0391385 0.0275242 0.0318845 0.0368834 0.0302874 0.0272739 0.0282982 0.0220803 0.0370309 0.0400119 0.0319509 0.0381879 0.0446373 0.0267655 0.0381104 0.0193282 -0.0579186 0.0218471 0.0349396 0.0398024 0.0246683 0.0254884 0.0399845 0.0429289 0.0286073 0.030126 0.0246485 0.0376225 internal_weight=0 36.8505 32.2142 29.4925 4.63629 29.1599 15.5053 2.25685 13.6545 4.55702 2.39496 2.16206 0.688793 9.09752 1.71129 7.38623 1.18027 1.47327 1.76492 0.732711 0.465702 1.28647 0.332608 0.0791925 1.04085 0.908677 3.98328 5.62132 2.1218 0.190006 3.49952 1.57491 1.80166 0.746638 0.52179 0.219445 1.69786 0.709246 0.376268 0.126886 0.988611 0.421717 0.530727 0.454237 0.219122 0.511693 1.44803 1.59107 0.170343 0.0764898 2.72175 0.238249 0.782762 0.531012 1.21657 1.16253 0.382194 0.319039 0.281646 0.400568 0.231451 0.169118 internal_count=100000 9065 6353 4257 2712 3878 384 70 3494 855 457 398 119 2639 245 2394 117 279 401 57 93 46 379 358 263 251 2679 1993 1028 71 965 330 292 159 109 61 673 218 134 70 455 163 193 148 94 110 260 835 87 45 2096 119 332 128 614 596 147 110 133 185 102 83 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=63 num_cat=0 split_feature=20 18 16 7 20 20 6 7 20 3 7 1 1 3 3 3 1 4 1 11 3 6 7 21 3 3 20 7 1 6 9 1 6 20 7 21 11 4 6 3 3 20 4 4 1 21 21 3 1 4 21 1 7 7 7 9 8 3 4 1 3 9 split_gain=25.9694 10.4387 8.98073 1.0836 0.988242 0.847732 0.23476 0.0459571 0.0307926 0.0293068 0.0553924 0.0778356 0.0529941 0.0460129 0.0713116 0.0502361 0.0390255 0.0343635 0.0287244 0.0666524 0.0269363 0.0258305 0.0308761 0.0253378 0.0252516 0.0243906 0.020019 0.042574 0.0193539 0.0189295 0.0597212 0.0173769 0.0341303 0.0151717 0.0144826 0.0139243 0.0148852 0.0126673 0.0139631 0.0121437 0.0375421 0.0118525 0.0198045 0.0138845 0.0127177 0.0110222 0.0149556 0.0109836 0.0106387 0.0128004 0.0105715 0.0254999 0.0102763 0.00981181 0.0104241 0.00969896 0.00969825 0.0122885 0.00951965 0.00904979 0.00895484 0.00869638 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.910396307706833 0.90000000596046459 0.70000001788139354 1.2250000238418581 0.56185126304626476 0.70000001788139354 0.4960088729858399 0.21317502111196521 5.2500000000000009 13.449999809265138 0.88400888442993175 0.67197635769844066 0.51499348878860485 12.750000000000002 0.74768519401550304 6.8500001430511483 1.2424533367156985 0.90014374256134044 1.3666666746139529 0.13704153895378116 13.276114463806154 0.46400888264179235 0.66398191452026378 0.70000001788139354 0.97810217738151561 2.1499999761581425 3.5833333730697636 0.49349999427795416 4.8500001430511483 3.5833333730697636 0.70000001788139354 0.2109109237790108 7.3820583820343026 1.2424533367156985 0.84583333134651195 3.4166666269302373 0.47155022621154791 0.46000888943672186 0.5000000149011613 0.64087301492691051 0.44675925374031072 7.7500000000000009 6.5502407550811776 9.1616692543029803 0.65600889921188366 8.0500001907348651 0.79027777910232555 6.4986979961395273 7.7500000000000009 0.22287435829639438 0.80616199970245372 0.69816902279853832 0.050499999895691879 1.0000000180025095e-35 0.63600885868072521 0.49189814925193792 6.3500001430511483 0.55879813432693493 0.41949999332427984 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 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 6 41 9 -3 29 11 17 13 14 15 -12 20 28 19 -7 21 -13 23 35 -9 -21 27 -5 -11 30 -8 -17 45 -4 56 50 -37 -19 -39 40 -31 43 -43 -2 47 -33 -47 -44 -46 -50 51 59 -49 54 -26 -34 -24 -58 -45 -23 -56 -60 right_child=1 4 33 26 -6 18 7 24 -10 10 12 16 -14 -15 -16 31 -18 37 -20 25 -22 22 34 -25 53 -27 -28 -29 -30 39 -32 32 55 -35 -36 36 -38 38 -40 -41 -42 42 44 58 48 46 -48 52 49 -51 -52 -53 -54 -55 60 -57 57 -59 61 -61 -62 -63 leaf_value=-0.050708482226782294 -0.0084010777258061182 -0.051134632963585391 -0.051023542961820469 0.053500194297716852 0.0064269176623014488 0.050823971974595164 0.0071717163306682851 0.043560706081792223 -0.063440404149703408 0.041132514432999555 0.0083155081903502816 0.050850431508750897 0.049099570074731591 0.048104728353005818 0.016287323279519653 0.051450330358467834 0.017538603303619317 0.049222048913610691 0.051548511942349454 0.04646094100182762 0.045696447092460991 0.019032584688785215 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0.14708883634011405 0.14037799545622043 2.900142543920083 0.10885949805378903 0.12021998605632767 0.12660784603213038 1.2535082922549916 0.60028135377797287 0.50466823822353024 0.35331797326216452 0.7040753646288066 0.78728664958907735 10.148537091910837 0.52757651731371857 0.27452102288953018 0.10758694433025062 0.088596147106727585 0.37786389078246418 0.30113839756813832 0.91854777187108994 0.19884183467365801 0.069679557876952458 0.14374951391073409 0.68719857653195537 0.19979555715690367 0.0511446533491835 0.19773320370586589 2.0052295645291451 0.083991072839125991 0.25197352361283265 0.27692968799965456 0.21012881383649074 0.1920179734879639 1.3145069328893439 0.29925614909734577 0.1080317523155826 0.082974609424127266 0.06823127641109783 0.12527563923504204 0.027912524179555476 0.067010270038736053 0.072658544202568009 0.067302589595783502 0.05353064977680333 0.13111938742804341 0.43180627934634686 0.042824911040952429 0.071603178221266717 0.11359368643024936 0.31780280161183327 0.02830726298270736 0.045084205135935917 2.8194559071998815 0.048692038573790342 0.085105558799114078 0.3582631912868236 leaf_count=90935 27 2287 1538 13 33 110 55 25 392 2 19 7 33 28 204 10 26 41 220 21 20 52 12 22 144 33 21 345 64 84 12 40 51 558 5 49 60 11 30 39 14 71 41 30 11 15 46 40 30 30 24 33 30 52 14 26 16 29 1476 34 53 207 internal_value=0 0.0237467 0.0332665 0.0406355 -0.0509073 0.0415519 0.0332209 0.0368571 -0.0612834 0.037686 0.0361623 0.0324427 0.0408674 0.0362608 0.0319251 0.0388775 0.0278245 0.0419772 0.0500573 0.0468035 0.0310105 0.0289932 0.0275149 0.0300125 0.0245602 0.0378928 -0.0572933 -0.0363436 0.0252288 0.0422393 0.0313511 0.0424976 0.0377165 -0.060287 0.0110051 0.0265782 0.0204198 0.0455342 0.0383146 0.0438807 0.0396877 0.0225387 0.0293136 0.0213989 0.0339797 0.0163815 0.0264634 0.0245623 0.0415738 0.0309888 0.0311071 0.0282448 0.0145917 0.0198926 0.0223723 0.0437614 0.00226897 -0.0111729 0.0217535 0.0109381 0.0312615 0.0213568 internal_weight=0 36.7202 32.5672 30.1893 4.15295 29.9094 15.1096 11.2725 3.51655 10.5606 7.9128 4.4192 3.4936 2.24009 1.63981 1.13514 2.97715 1.44204 14.7998 4.65121 2.27308 1.99856 1.87195 1.62597 0.711819 1.44612 0.279862 0.0810198 0.252609 2.64785 0.346884 1.01492 0.661603 2.37795 0.245979 1.24811 0.528903 1.18943 0.402147 2.30096 0.986455 3.83718 0.552599 3.28458 0.444567 0.146067 0.0949228 0.198458 0.246109 0.120833 0.719205 0.588085 0.115483 0.571441 0.499838 0.515536 0.161988 0.0733915 3.24595 0.156279 0.198699 3.17772 internal_count=100000 9065 6353 4257 2712 3878 3494 1501 2679 1213 1009 537 472 439 411 207 389 148 384 164 363 343 336 274 288 54 379 358 66 204 67 188 178 2096 62 252 109 82 41 137 98 1993 253 1740 182 101 61 111 71 60 143 119 70 263 211 77 57 45 1713 86 67 1683 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=63 num_cat=0 split_feature=20 18 16 7 13 13 17 13 3 1 4 3 21 1 1 13 7 1 11 7 9 3 21 4 3 21 3 3 21 21 21 13 5 4 11 13 7 5 9 21 8 21 21 5 21 1 3 3 4 1 21 3 7 3 4 4 3 3 7 21 9 7 split_gain=26.7163 9.29806 7.0274 1.17789 1.12194 0.965569 0.567649 0.202778 0.25105 0.15578 0.0910339 0.0791919 0.0641508 0.0987441 0.0415937 0.0362569 0.0355272 0.0309949 0.0733022 0.0294001 0.0466603 0.0271868 0.0267896 0.0265822 0.0388498 0.0365856 0.0224623 0.0314358 0.0237851 0.0252946 0.0397802 0.0183941 0.0173459 0.0240706 0.0251193 0.0169664 0.0223182 0.0166632 0.0173198 0.0152807 0.0258336 0.0203136 0.0156043 0.0147334 0.0142858 0.0142804 0.0124837 0.031868 0.0293237 0.0371931 0.0123251 0.0270658 0.0115623 0.0113972 0.0269643 0.0273713 0.0111876 0.0108677 0.0108298 0.0107281 0.0106048 0.0149846 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.910396307706833 0.70000001788139354 0.90000000596046459 1.0000000180025095e-35 0.5000000149011613 0.87200886011123668 4.8500001430511483 0.76250001788139354 0.4960088729858399 3.490647673606873 13.550000190734865 10.550000190734865 0.70000001788139354 0.32153299450874334 6.8500001430511483 1.2424533367156985 0.28852607309818273 0.39450000226497656 0.66398191452026378 5.3948740959167489 0.86388888955116283 0.6880089044570924 7.2466559410095224 0.82400977611541759 0.71997636556625377 17.195470809936527 11.645081520080568 5.7735488414764413 0.70000001788139354 0.25160736590623861 0.79027777910232555 1.0000000180025095e-35 0.70000001788139354 0.97810217738151561 0.25160736590623861 0.16550000011920932 11.42628860473633 1.0000000180025095e-35 13.897601127624513 8.6850008964538592 0.034051353111863143 4.5059413909912118 6.7500000000000009 0.47155022621154791 0.46000888943672186 0.83611109852790844 6.3500001430511483 7.6025218963623056 0.71598193049430858 0.56830143928527843 0.65598192811012279 0.79027777910232555 0.59623014926910411 0.89200890064239513 0.84000888466835033 0.37536127865314489 3.9162815809249882 0.21849999576807025 0.37810002267360693 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 15 7 8 9 10 60 46 14 16 53 -3 22 18 -6 37 56 -20 -14 39 -25 -26 27 28 29 30 -24 -4 33 -12 -35 36 -5 38 -10 40 42 58 52 -18 59 -32 47 48 49 -9 -27 -52 -11 -13 55 -55 -21 -56 -41 -42 -2 -62 right_child=1 5 31 35 17 -7 -8 11 19 23 32 12 13 -15 -16 -17 43 -19 21 20 -22 -23 26 24 25 50 -28 -29 -30 -31 45 -33 -34 34 -36 -37 -38 -39 -40 41 44 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 54 57 -57 -58 -59 -60 -61 61 -63 leaf_value=-0.050732239899587687 0.0064470046592976539 -0.051221333465585051 -0.051110686117922965 0.026629695628045447 0.050785510769981917 0.0061709064652194067 -0.051536493750823455 0.045879618307803779 0.027400346806212419 0.03380238664122287 0.040460726127655916 0.045858193233071137 0.0032318003161227304 0.040128244572650962 0.027299006898159919 -0.06467988037561806 0.030335836386036014 0.051522388288368914 0.046190050313286241 0.022432231309718977 0.047092374917431887 0.031631574831322416 0.045040791389015816 0.011138297237369978 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0.10253414238104619 0.21902302687522002 0.15264700283296839 0.38819567533209898 1.1612292249919853 0.12261870532529506 1.3100684059318153 0.56834210001397867 2.4610358111094683 0.072185998200438806 9.7932917568832618 0.50461577251553513 0.13716421218123276 0.20248882169835269 0.8797359187155962 0.12065572035498895 0.77405882929451741 0.1869878793368116 0.12451932765543461 0.25587279733736057 0.42619695252506051 0.19240805355366319 0.48165158648043871 0.10719492449425161 1.4950226423679849 0.61050905718002468 0.15804053912870586 0.087195972097106278 0.21541512059047818 0.071096744650276378 0.78424446115968749 0.32736765802837908 0.17773373203817744 0.26653523510321553 0.25617598532699049 0.062444098759442568 0.34573674155399203 0.78647001658100635 0.24235472874715924 1.4964652667986227 0.42908584303222586 0.83767234173137695 0.074469148181378841 0.13534791662823409 0.089728798950091004 0.050357507891021669 0.099448225286323466 0.42505537497345358 0.098277845361735672 0.08053598424885422 0.31628111051395535 0.10457017889712006 0.043240446015261114 0.087487073615193367 0.058055204222910106 leaf_count=90935 151 2287 1538 13 110 33 602 14 26 66 19 55 67 40 16 392 35 220 21 22 14 33 6 389 95 6 38 44 18 34 31 558 34 29 28 21 345 28 21 64 137 131 34 195 419 53 53 18 44 43 17 45 26 16 42 37 44 9 51 19 45 24 internal_value=0 0.024474 0.0330213 0.0387633 0.0397317 -0.0504712 0.0306999 0.0317695 0.0250987 0.0192826 0.0316184 0.0365408 0.0333977 0.0291148 0.0392988 -0.0619433 0.0230189 0.0499476 0.0464982 0.0413461 0.0298161 0.0369383 0.0258555 0.0128277 0.0183056 0.0286449 0.0273745 0.0296127 0.0252954 0.0285365 0.0202871 -0.0609121 0.0385103 0.0327138 0.0204508 -0.0603018 -0.0409062 0.0449871 0.0382837 0.00904933 0.00622971 0.0161795 0.0202252 0.00979022 0.00284081 0.0117427 0.0433242 0.0400072 0.0448379 0.0263468 0.0381932 0.0312103 0.0269486 0.042546 0.0384502 0.0220445 0.013747 0.0428258 0.0254305 0.0119354 0.0119639 0.0229811 internal_weight=0 36.2876 32.5727 30.6963 30.3992 3.71485 16.1347 15.9276 6.64177 4.89095 1.68013 9.28581 6.34558 3.67694 2.66863 3.08918 2.36688 14.2644 4.47115 1.75082 0.420189 1.38435 1.94895 3.21082 1.31064 0.536584 1.82633 1.57046 1.14427 0.951857 0.470205 1.8764 1.24394 0.633432 0.245237 0.297152 0.0817372 1.33064 0.546391 1.90017 1.36169 0.53848 0.265449 0.417923 1.09625 0.34955 2.94023 1.44376 1.01468 0.177003 0.349596 0.225077 0.203005 2.10029 0.939063 0.197726 0.2177 0.741336 0.282304 0.309776 0.436191 0.145542 internal_count=100000 9065 6353 4257 3878 2712 3494 2892 1984 1829 330 908 736 561 175 2679 521 384 164 155 80 54 291 1499 552 163 224 186 142 124 90 2096 110 76 57 379 358 75 47 947 701 246 126 230 575 84 172 119 101 57 68 62 92 159 104 53 66 51 115 156 220 69 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=63 num_cat=0 split_feature=20 18 16 6 20 17 20 20 7 21 21 7 20 7 4 17 3 4 7 4 20 3 4 6 7 21 4 4 20 7 4 4 4 7 9 20 8 3 8 4 4 3 6 4 5 3 21 21 7 20 7 7 21 3 3 3 6 3 5 11 11 7 split_gain=28.1856 6.18034 5.69979 2.48057 0.867502 0.842497 0.803928 0.53817 0.147534 0.11767 0.105414 0.310434 0.0774036 0.0687059 0.089187 0.0648598 0.0614428 0.0546428 0.0907217 0.0599815 0.0632929 0.0536121 0.147963 0.129337 0.107563 0.0418265 0.0571998 0.038774 0.0379918 0.023905 0.0629957 0.0213187 0.0246671 0.0363717 0.0619607 0.0167919 0.0165446 0.0175393 0.016445 0.0157933 0.0179073 0.0209491 0.030841 0.0394521 0.0331214 0.0363591 0.0157421 0.0372709 0.0153243 0.0142935 0.0137887 0.0132473 0.0106277 0.00977585 0.009737 0.0205734 0.0102504 0.00934387 0.0111427 0.0084576 0.0082558 0.0080974 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 1.2250000238418581 0.90000000596046459 1.0000000180025095e-35 0.70000001788139354 0.70000001788139354 0.6852499544620515 19.538464546203617 3.6876935958862309 0.56185126304626476 0.70000001788139354 0.39628393948078161 0.82824075222015392 1.0000000180025095e-35 0.88006493449211132 0.94166666269302379 0.11620405316352846 0.96203705668449413 0.5000000149011613 0.49965929985046392 0.71412038803100597 1.4499999880790713 0.21317502111196521 8.2452721595764178 0.99722221493721019 0.88611111044883739 0.70000001788139354 0.55891487002372753 0.99722221493721019 0.86921298503875744 0.81805554032325756 0.22984936088323596 0.53150001168251049 0.70000001788139354 1.0000000180025095e-35 0.53884351253509533 0.75000000000000011 0.66041666269302379 0.75624999403953563 0.46400888264179235 2.7083333730697636 0.81805554032325756 0.25160736590623861 0.49093624949455267 11.42628860473633 15.736013889312746 0.17029156535863879 0.5000000149011613 0.17845769226551059 0.85052099823951732 5.995723009109498 0.50400888919830333 0.76800888776779186 0.61200886964797985 1.0000000180025095e-35 0.57493624091148388 0.25160736590623861 0.89587974548339855 1.7005987167358401 0.13057687133550647 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 28 7 9 10 -9 15 38 13 -7 21 52 17 -11 36 19 -19 54 61 23 -23 25 27 46 -24 -3 30 -16 32 33 -26 -35 -4 37 53 39 -5 -41 -42 48 -44 45 -45 50 -48 -43 -29 -27 60 -15 -2 55 -21 -57 -39 -59 -25 -38 -12 right_child=1 4 35 5 -6 12 -8 8 -10 16 11 -13 -14 14 29 -17 -18 18 -20 20 -22 22 24 59 31 26 -28 49 -30 -31 -32 -33 -34 34 -36 -37 51 57 -40 40 41 42 43 44 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 56 -58 58 -60 -61 -62 -63 leaf_value=-0.050750723502715603 -0.0013102106256227353 -0.051303906625377454 -0.051196475900066291 0.046954411849518485 0.0056232734892304528 -0.05169733560267159 0.047889381749182419 0.051960099524884021 0.028101438237375789 -0.0078121909749844041 0.046845286578110962 -0.01971850555474219 -0.0074015104604546918 0.0025233826543414549 -0.013869806009386405 -0.051498290074914667 0.049854093306451207 0.04139894601303068 -0.020943122197637366 -0.02323972394406414 0.030594173240009587 0.047716850535241884 0.044003470252487159 -0.0056565369124954587 0.050009193990155368 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27.2159 3.95425 26.6167 12.8775 3.24546 13.7393 7.371 0.599178 7.0959 0.470615 3.05246 0.192997 2.94533 0.824885 0.488258 0.355001 6.62528 5.02515 0.339132 4.68602 2.50344 1.46822 1.03522 2.12398 0.345924 0.2431 2.18258 0.536556 0.271649 0.180009 1.60055 2.12045 0.387011 6.36826 5.8164 4.57221 4.16793 3.50538 2.15756 1.37045 0.615074 1.16791 0.89736 1.34782 0.413005 0.270549 1.73343 0.124691 0.0994682 0.229422 0.188141 0.081812 0.287543 0.251966 0.235109 1.68543 1.60013 internal_count=100000 9065 6353 4257 2712 1991 2266 1629 359 2236 1270 920 362 710 157 2188 48 1861 458 178 160 553 469 141 328 207 107 100 2679 72 70 121 62 53 50 2096 1403 240 350 313 240 192 170 105 83 45 91 50 65 52 41 1163 85 56 137 110 42 184 160 138 1038 84 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=63 num_cat=0 split_feature=6 16 18 12 13 7 17 13 13 18 13 11 7 11 6 12 7 7 13 3 8 11 13 3 3 9 3 9 9 13 9 7 6 7 11 8 3 3 8 11 3 11 7 5 11 3 3 13 9 13 7 3 8 3 9 18 3 7 3 3 3 3 split_gain=24.4098 6.17307 4.54939 2.86246 2.02913 1.25862 1.00618 0.727971 0.689089 0.333307 0.330671 0.145142 0.256458 0.240879 0.136646 0.126266 0.150012 0.205795 0.111876 0.0789668 0.0738804 0.120537 0.0839564 0.111977 0.0472577 0.135447 0.0488268 0.107789 0.0460688 0.0370879 0.0972081 0.0496906 0.0361647 0.0302497 0.0379271 0.0384892 0.0405352 0.0276702 0.0306829 0.0481546 0.0551825 0.0259994 0.0690492 0.0257918 0.0244623 0.0422641 0.0226426 0.0226121 0.0188811 0.017806 0.0170057 0.0205922 0.0549174 0.0563299 0.0164636 0.0139394 0.0103448 0.015853 0.0139902 0.0357078 0.00925966 0.00887321 threshold=1.2916666865348818 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 1.0000000180025095e-35 0.30000000447034841 1.0000000180025095e-35 0.52508991956710827 0.89587974548339855 3.5833333730697636 1.0000000180025095e-35 0.080269441008567824 0.072882171720266356 0.70000001788139354 0.4960088729858399 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1.88539 1.11497 0.510049 0.229369 1.96129 0.4218 0.261768 0.17822 0.770423 5.94044 0.681755 0.472246 0.590998 0.0993037 0.0719926 5.46819 4.30292 3.97793 0.330705 3.64722 3.22986 2.49335 1.48207 0.815366 0.971804 1.16527 0.570847 0.185582 0.109161 0.423396 0.0861399 8.75979 internal_count=100000 9065 6188 3090 3098 1991 1099 375 3045 859 1616 1188 493 191 775 132 695 292 403 107 98 149 76 346 338 67 218 84 81 184 136 61 73 56 128 54 50 48 75 428 48 45 53 74 43 383 295 254 78 176 166 141 103 51 45 88 71 45 95 57 56 271 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=63 num_cat=0 split_feature=20 16 6 18 20 20 20 7 7 1 6 21 7 1 4 4 20 21 3 11 3 3 1 10 1 7 3 1 5 1 21 3 1 3 1 3 2 11 7 7 1 3 11 1 7 3 3 4 3 3 5 1 1 20 3 3 7 4 3 7 20 20 split_gain=21.6149 3.12382 3.44714 1.84323 1.00563 0.657013 0.439673 0.151127 0.146309 0.294431 0.138888 0.122861 0.311546 0.218455 0.150651 0.0761116 0.183476 0.126704 0.077671 0.103953 0.0758084 0.0751476 0.0672988 0.0629409 0.0709974 0.0598931 0.0889027 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17 18 25 19 -21 -22 -23 -24 24 -26 32 27 30 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 39 56 -42 42 -44 -45 -46 46 47 48 -50 50 -52 52 -54 57 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.050471048999598901 -0.048482576599772641 -0.050726586864309246 0.046915324001519709 -0.050907990626282686 0.044244409900023984 0.051947272871473098 0.0055971869757534707 0.021374730333465292 -0.047981889864523161 -0.049320699828679704 0.045845565389729261 -0.047590721050568489 -0.049471854806196119 0.034806374782985823 -0.044869899027056952 -0.049760739971868855 0.040894138019642118 0.042793165767553501 -0.024681026739883854 -0.051257978354852629 0.034586561058631497 0.03787259903144994 0.021327233300198093 0.039548248381847569 0.051694418007280432 -0.050297218733189458 0.038369853614384997 -0.0057176419670938467 0.038954237185231617 -0.04612961451603826 0.018316913792775665 0.011940655254893198 0.046014776962970204 0.044982655636391138 0.037767085577455034 0.018752328325445142 0.02291419220694323 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22 739 200 internal_value=0 0.0257584 0.0292946 0.0355375 -0.023076 0.0387507 -0.0253565 0.0478803 -0.0379245 -0.0217809 0.0100972 0.0307084 0.0258467 -0.00730514 -0.0276937 0.0296299 0.014843 0.0319386 0.0246035 0.00629227 0.0126574 0.0210272 0.0360203 0.0492408 0.0403498 0.0327428 0.0282658 0.0188011 0.0249225 0.00480812 0.0109736 -0.00144376 0.0397482 0.0330994 0.0243688 -0.00833726 0.0309198 0.0380349 0.0318448 0.0174061 -0.0240283 0.0363278 0.0308523 0.0372223 0.0372332 0.0399755 0.0386563 0.039669 0.0350905 0.0271614 0.0110389 -0.0134027 -0.0317583 0.0416556 0.0352685 0.0510167 0.0357954 0.0434958 0.0514794 0.0493257 -0.0544886 -0.0554394 internal_weight=0 27.5203 26.3587 23.5513 2.80746 22.3708 1.18043 10.4772 2.25281 0.864753 0.394169 11.8937 6.20997 0.636085 0.428584 5.57389 0.752708 4.82118 0.650943 0.306466 0.150232 0.243995 5.68371 9.96563 1.65914 4.77419 2.91276 1.33982 0.31546 0.129632 0.957015 0.355637 1.86143 0.903161 0.520646 0.151304 0.906026 4.99835 1.19294 0.323731 0.132336 1.57294 0.851663 0.869213 0.554655 3.80541 3.19758 2.93223 0.887296 0.542224 0.303857 0.145853 0.0954646 2.04493 0.457382 8.30649 0.180826 1.58755 7.70442 1.7492 1.16156 0.598634 internal_count=100000 9065 6188 3090 3098 1991 1099 375 3045 859 189 1616 1188 493 463 695 292 403 149 129 69 61 428 337 67 346 218 143 99 72 111 86 128 104 95 63 43 402 131 69 69 75 41 62 53 271 250 239 110 96 91 80 74 129 63 270 41 66 246 63 2877 1078 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=63 num_cat=0 split_feature=20 16 13 4 7 17 13 3 7 3 4 3 13 7 3 5 11 7 8 4 4 3 3 11 3 11 4 9 3 7 7 7 11 4 4 4 5 9 11 3 7 13 3 5 3 3 4 7 4 4 9 7 7 5 9 3 3 5 9 4 3 9 split_gain=20.2963 2.87502 2.05717 1.05477 0.755541 0.64409 0.519614 0.380299 0.307427 0.183056 0.16987 0.154625 0.14891 0.131218 0.142729 0.124599 0.121228 0.0963439 0.105963 0.0816939 0.0812603 0.0680875 0.143885 0.0668733 0.0576743 0.0426053 0.038022 0.0712374 0.0363934 0.0368776 0.0582151 0.0650251 0.0806202 0.0465666 0.0458725 0.064671 0.0353413 0.055125 0.040553 0.0325603 0.0434985 0.0324403 0.030754 0.022547 0.0214765 0.0515917 0.0394141 0.0660055 0.0200926 0.050385 0.0912521 0.0200024 0.0194423 0.0191671 0.122545 0.0171972 0.0265953 0.0159455 0.0154294 0.013988 0.0118408 0.0117881 threshold=0.30000000447034841 1.0000000180025095e-35 0.5000000149011613 0.75624999403953563 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 0.78000888228416454 1.0000000180025095e-35 0.57899349927902233 0.79537037014961254 0.67197635769844066 0.90000000596046459 0.32830123603343969 0.86800888180732738 0.25160736590623861 0.89587974548339855 0.39628393948078161 1.0000000180025095e-35 0.78796294331550609 0.62870368361473095 0.69598191976547252 0.696008861064911 1.0000000180025095e-35 0.65968835353851329 0.89587974548339855 0.62400794029235851 0.45749999582767492 0.50000888109207164 0.21317502111196521 0.43188542127609258 0.65312018990516674 -1.0000000180025095e-35 0.84351852536201488 0.71990740299224865 0.52951389551162731 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0.126055 0.0749964 0.974535 0.481881 2.31895 1.76517 0.98104 0.434289 0.316822 8.02385 1.20329 0.37554 internal_count=100000 9065 6188 4257 2750 1507 1931 1617 405 546 1071 965 1102 810 327 483 892 372 299 278 520 497 367 70 357 172 292 424 154 95 185 270 139 124 130 269 151 135 46 89 259 202 123 106 79 91 98 82 120 60 57 62 106 57 134 108 74 52 42 297 62 54 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=63 num_cat=0 split_feature=20 16 6 20 7 20 20 21 7 4 21 7 1 6 1 21 1 3 4 1 3 4 6 1 7 3 4 3 4 9 7 5 1 1 5 7 4 3 4 7 21 1 8 21 1 1 3 3 1 5 3 4 6 8 21 21 3 3 4 5 3 3 split_gain=17.8056 2.47319 2.71909 0.819477 0.688215 0.492562 0.184458 0.149156 0.255798 0.17752 0.145366 0.116554 0.240556 0.112124 0.105723 0.116672 0.087656 0.10697 0.0708581 0.104977 0.0834902 0.178491 0.1417 0.0706212 0.0507245 0.0658984 0.0443159 0.0438253 0.039135 0.0366908 0.0353266 0.0287163 0.0865859 0.0275902 0.0352186 0.0237777 0.032092 0.0224033 0.0740522 0.0216777 0.0208352 0.0201157 0.0227573 0.0193521 0.0184361 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9.1500000953674334 0.75000000000000011 8.5977354049682635 6.6499998569488534 7.1499998569488534 0.45965930819511419 0.47598193585872656 13.550000190734865 0.092561174184083952 0.50000888109207164 0.84143519401550304 2.7083333730697636 1.0000000180025095e-35 15.931656837463381 13.176571846008303 0.57493624091148388 0.86400890350341808 0.79027777910232555 0.80326533317565929 0.58738356828689586 0.73597636818885814 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 11 5 7 14 23 10 -10 -9 12 -2 -14 15 -7 17 -11 19 -12 37 22 -22 41 25 -20 27 29 -27 -17 54 32 -15 -30 60 -16 43 38 44 -5 -24 42 46 -37 -21 -8 -4 -48 49 -32 -49 61 -53 -54 55 56 -23 58 -58 -55 -35 -52 right_child=1 -3 4 39 -6 6 45 8 9 16 18 -13 13 31 35 26 -18 -19 24 20 21 30 40 -25 -26 28 -28 -29 33 -31 48 -33 -34 34 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 50 -50 -51 51 52 53 59 -56 -57 57 -59 -60 -61 -62 -63 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internal_count=100000 9065 5714 3075 3351 1987 1088 3287 1613 1356 1027 572 455 449 61 3226 793 734 116 109 374 66 329 136 116 483 340 319 257 97 143 44 269 66 160 86 66 72 119 103 84 247 241 223 211 146 51 95 308 64 44 193 73 66 49 120 57 74 50 53 69 65 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=63 num_cat=0 split_feature=20 6 16 18 13 13 13 7 21 3 21 4 7 21 10 21 3 3 13 7 4 7 4 3 5 3 7 21 21 7 7 6 3 21 11 2 5 5 4 4 3 4 4 7 21 4 21 4 11 3 21 4 3 13 5 3 7 21 4 11 21 6 split_gain=15.6931 2.25185 2.32732 1.39516 0.787539 0.746316 0.321897 0.115744 0.191496 0.0984709 0.10189 0.229806 0.121463 0.113077 0.066421 0.0767549 0.0641773 0.0967185 0.0619768 0.0592956 0.144457 0.108949 0.0487179 0.0811123 0.0441928 0.0429897 0.0385393 0.0372796 0.0317945 0.0981833 0.0235879 0.0224385 0.0262477 0.0283056 0.0261319 0.0213198 0.0206842 0.0171249 0.0182253 0.0159856 0.04588 0.045864 0.015787 0.0157504 0.0151216 0.0126603 0.0124732 0.0118703 0.0106916 0.0387649 0.029178 0.0334251 0.0097757 0.00936295 0.0262443 0.00707576 0.00558727 0.00755788 0.00542753 0.00533894 0.0167854 0.00273464 threshold=0.30000000447034841 1.2916666865348818 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.70000001788139354 0.90000000596046459 0.080269441008567824 11.989830970764162 0.4960088729858399 3.490647673606873 0.76250001788139354 0.17845769226551059 5.1397452354431161 1.0000000180025095e-35 9.797610282897951 0.81600886583328258 0.82000887393951427 0.5000000149011613 0.39628393948078161 0.98981478810310375 0.21317502111196521 0.84143519401550304 0.79200887680053722 0.25160736590623861 0.66798192262649547 0.62716880440711986 6.595184564590455 12.077759742736818 0.072882171720266356 0.41690476238727575 3.5833333730697636 0.47598193585872656 15.54688882827759 1.0000000180025095e-35 0.32779997587203985 0.25160736590623861 0.092561174184083952 0.84351852536201488 0.82824075222015392 0.47155022621154791 0.66865080595016491 0.99722221493721019 0.70277991890907299 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1987 3351 1088 3287 930 1613 1356 1027 455 572 374 66 844 132 149 483 206 277 329 136 116 70 308 175 86 83 64 257 97 65 59 57 138 98 60 160 86 66 44 52 54 102 44 40 193 73 66 49 74 120 57 72 62 53 63 256 74 47 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=63 num_cat=0 split_feature=20 6 16 18 20 20 17 20 7 21 3 21 4 7 21 3 3 20 7 7 4 4 3 7 3 21 21 7 3 7 4 6 9 8 9 4 3 4 7 21 4 6 9 3 11 3 4 4 20 7 21 3 4 3 7 3 20 20 8 7 9 21 split_gain=14.661 2.0584 2.13343 1.27281 0.792455 0.681193 0.670648 0.304882 0.107833 0.176414 0.0901368 0.0922471 0.203739 0.113082 0.102232 0.0597851 0.0884253 0.0566404 0.0528002 0.100724 0.0837049 0.0452383 0.0750192 0.0429844 0.0377983 0.0340942 0.0290884 0.0899384 0.0241059 0.023786 0.0237198 0.0205439 0.0977798 0.0203147 0.016438 0.0150443 0.0258534 0.012771 0.0121036 0.0121992 0.0117115 0.0212879 0.0110337 0.0224304 0.0386453 0.01065 0.00950856 0.0164434 0.00902434 0.0133317 0.00856577 0.00630798 0.00436756 0.00754431 0.0135313 0.00344017 0.000891799 0.000816327 0.000306584 0.000201284 0.000115305 0.000153489 threshold=0.30000000447034841 1.2916666865348818 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 0.080269441008567824 11.989830970764162 0.4960088729858399 3.490647673606873 0.76250001788139354 0.17845769226551059 5.1397452354431161 0.81600886583328258 0.82000887393951427 0.5000000149011613 0.21317502111196521 0.46274824440479284 0.98981478810310375 0.84143519401550304 0.79200887680053722 0.6852499544620515 0.66798192262649547 6.595184564590455 12.077759742736818 0.072882171720266356 0.59079813957214367 0.41690476238727575 0.81805554032325756 3.5833333730697636 0.24049999564886096 1.0000000180025095e-35 0.091499999165534987 0.83958333730697643 0.47155022621154791 0.66865080595016491 0.30447275936603552 9.7168054580688494 0.9694444239139558 3.5833333730697636 0.03849999979138375 0.86000889539718639 1.0000000180025095e-35 0.42798192799091345 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0.0326623 0.00890401 threshold=0.30000000447034841 1.0000000180025095e-35 1.2916666865348818 0.70000001788139354 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 0.080269441008567824 7.8500001430511483 1.0000000180025095e-35 3.6876935958862309 0.39628393948078161 0.82824075222015392 0.69312554597854625 0.80616199970245372 9.2582573890686053 7.3121294975280771 10.550000190734865 0.90416666865348827 5.0499999523162851 0.70000001788139354 0.21788524836301806 7.5499999523162851 7.9500000476837167 0.75810185074806224 2.7083333730697636 5.9500000476837167 7.4500000476837167 9.9452595710754412 0.55046296119689953 0.41690476238727575 0.20059172064065936 13.750000000000002 14.250000000000002 10.250000000000002 6.0499999523162851 8.9499998092651385 0.37649999558925634 0.22350000590085986 0.79027777910232555 0.072882171720266356 8.7500000000000018 0.84143519401550304 7.1499998569488534 0.17650000005960467 3.5499999523162846 1.0000000180025095e-35 2.7595597505569462 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474 840 616 675 224 541 304 254 237 139 458 99 126 57 128 61 144 139 117 440 406 346 294 99 98 144 120 105 102 80 63 53 50 49 77 52 42 234 78 42 150 76 74 48 80 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=63 num_cat=0 split_feature=20 16 6 18 13 13 13 7 21 3 21 7 2 7 10 21 9 9 7 3 7 8 7 11 21 21 7 21 7 21 6 9 7 21 8 21 9 7 3 9 3 9 6 3 3 21 8 21 8 3 9 3 3 2 3 3 3 21 21 7 3 3 split_gain=11.0405 1.47969 1.52141 1.14265 0.833333 0.490302 0.247407 0.0847708 0.129228 0.0674085 0.0575921 0.105615 0.107598 0.0586723 0.0543023 0.0654445 0.0475494 0.0682913 0.0410557 0.0339465 0.026861 0.0238757 0.0228892 0.0226361 0.0326074 0.0211424 0.0644794 0.0197152 0.0194406 0.0471622 0.0169654 0.0725883 0.0161467 0.0224088 0.0155711 0.0268741 0.013298 0.0126888 0.0115482 0.01105 0.0402484 0.026184 0.0126785 0.0166297 0.032505 0.0104871 0.0101419 0.0099226 0.00978883 0.0166052 0.00883994 0.00871251 0.0114475 0.00714654 0.0069353 0.00675589 0.0137779 0.00598633 0.0133625 0.00587092 0.00840032 0.00574186 threshold=0.30000000447034841 1.0000000180025095e-35 1.2916666865348818 1.0000000180025095e-35 0.70000001788139354 0.70000001788139354 0.90000000596046459 0.080269441008567824 11.989830970764162 0.4960088729858399 3.490647673606873 0.46274824440479284 0.32779997587203985 0.21317502111196521 1.0000000180025095e-35 9.797610282897951 0.41449999809265142 0.42149999737739569 0.62716880440711986 0.84000888466835033 0.72038456797599804 0.75000000000000011 0.41690476238727575 0.89587974548339855 8.527865409851076 12.077759742736818 0.072882171720266356 11.247524738311769 0.28852607309818273 6.6778738498687753 3.5833333730697636 0.24049999564886096 0.38718999922275549 11.645081520080568 1.0000000180025095e-35 7.478276491165162 0.091499999165534987 0.477826938033104 0.82000887393951427 0.03849999979138375 0.57493624091148388 0.2584999948740006 2.7083333730697636 0.5840088725090028 0.64327344298362743 14.628714561462404 0.75000000000000011 7.6025218963623056 1.0000000180025095e-35 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84 81 161 272 175 257 97 127 72 102 79 66 346 129 260 96 68 164 98 69 87 256 44 74 62 160 100 93 108 53 88 59 53 40 55 49 97 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=63 num_cat=0 split_feature=6 16 12 13 17 13 13 3 1 1 7 7 13 4 1 3 21 4 6 1 8 1 4 17 3 4 1 13 1 3 4 4 21 3 3 1 7 3 6 3 4 7 7 7 1 5 3 6 1 6 3 1 4 21 8 3 21 9 21 3 21 5 split_gain=9.24189 1.87664 1.32056 0.696355 0.571424 0.639516 0.188541 0.0645474 0.0705519 0.0798612 0.0619433 0.0599291 0.0587649 0.0481395 0.0674795 0.0703947 0.0443352 0.0571917 0.0718311 0.0475851 0.0421028 0.0402555 0.0358965 0.0343927 0.032323 0.0379538 0.0580216 0.0299773 0.0702497 0.050915 0.0478757 0.0628324 0.0494418 0.0441689 0.0608132 0.0280457 0.0264437 0.0402266 0.039195 0.0467383 0.0258204 0.0209396 0.0205034 0.0183095 0.0430253 0.0579551 0.018285 0.0177136 0.0621553 0.0168473 0.0415653 0.0157234 0.01462 0.0183347 0.0217149 0.0257619 0.0138248 0.0326524 0.0131453 0.0384809 0.020108 0.0113398 threshold=1.2916666865348818 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 0.4960088729858399 5.0499999523162851 5.8500001430511483 0.69312554597854625 0.80616199970245372 0.70000001788139354 0.90416666865348827 7.5499999523162851 0.50000888109207164 5.4393184185028085 0.78587961196899425 1.4499999880790713 10.550000190734865 1.0000000180025095e-35 4.6499998569488534 0.78587961196899425 1.0000000180025095e-35 0.52286890149116527 0.71990740299224865 2.3500000238418584 0.30000000447034841 14.050000190734865 0.88006493449211132 0.94166666269302379 0.95069444179534923 11.989830970764162 0.81600886583328258 0.82000887393951427 7.4500000476837167 0.21788524836301806 0.90806481242179882 2.4166666269302373 0.87200886011123668 0.55046296119689953 0.1671656742691994 0.79935064911842357 0.25604878365993505 13.250000000000002 0.25160736590623861 0.88400888442993175 2.7083333730697636 4.7500000000000009 4.7500000000000009 0.84000888466835033 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387 254 272 251 135 83143 7842 89 7753 1680 145 1535 234 458 408 148 260 115 297 140 225 145 133 111 180 369 123 116 86 171 133 86 79 66 76 53 155 86 69 69 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=63 num_cat=0 split_feature=20 16 6 18 13 17 13 13 7 1 6 7 21 7 1 1 4 1 7 1 1 4 6 1 4 21 7 1 1 9 9 4 5 1 1 5 7 1 7 13 5 5 4 1 1 1 21 1 9 1 7 7 4 4 4 21 13 13 7 1 4 1 split_gain=9.54981 1.24888 1.23507 1.02342 0.831577 0.483481 0.418727 0.224596 0.0728824 0.130884 0.053984 0.0479397 0.0417486 0.100202 0.122928 0.0414783 0.0395851 0.0530059 0.0318073 0.0313337 0.0402464 0.0536891 0.0371011 0.0259594 0.0223675 0.0222673 0.0195768 0.0168824 0.0156258 0.0154814 0.0208948 0.0201437 0.0127688 0.0452177 0.0124455 0.0118666 0.0189728 0.0234833 0.0116861 0.0108849 0.0200591 0.0461359 0.0116397 0.0100841 0.034478 0.00979361 0.00962596 0.00912615 0.00824153 0.00767666 0.00675178 0.0196869 0.00622536 0.00733393 0.00559799 0.00486067 0.000457696 0.000272079 0.000120974 7.50779e-05 8.00103e-05 6.45384e-05 threshold=0.30000000447034841 1.0000000180025095e-35 1.2916666865348818 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 0.080269441008567824 7.8500001430511483 1.0000000180025095e-35 0.6852499544620515 3.6876935958862309 0.46274824440479284 12.550000190734865 10.550000190734865 0.90416666865348827 5.0499999523162851 0.21788524836301806 7.5499999523162851 7.9500000476837167 0.75810185074806224 2.7083333730697636 5.9500000476837167 0.55046296119689953 9.9452595710754412 0.41690476238727575 13.550000190734865 8.9499998092651385 0.37649999558925634 0.22350000590085986 0.79027777910232555 0.25160736590623861 7.9500000476837167 10.750000000000002 0.092561174184083952 0.35093528032302862 4.5499999523162851 0.477826938033104 0.5000000149011613 0.25160736590623861 0.034051353111863143 0.91388890147209179 10.250000000000002 6.0499999523162851 6.7500000000000009 9.7168054580688494 3.7500000000000004 0.44949999451637274 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211 493 263 223 230 124 117 92 57 106 402 367 304 257 99 72 98 126 79 43 397 131 75 48 56 113 91 65 50 47 63 65 90 65 61 46 47 50 1067 2877 197 320 186 134 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=63 num_cat=0 split_feature=20 18 13 6 17 13 7 7 17 7 21 3 21 4 6 7 2 7 9 9 3 4 5 4 4 8 3 9 6 13 3 3 3 4 3 4 4 3 21 11 3 4 5 21 7 7 7 4 7 3 6 11 7 8 4 3 7 9 3 21 11 4 split_gain=8.88619 1.1304 1.07991 0.909199 0.403287 0.25907 0.149972 0.130472 0.120904 0.0736101 0.0984971 0.0477763 0.0398683 0.105089 0.0631264 0.0453392 0.0692854 0.0474694 0.0388391 0.0488801 0.0324037 0.0435282 0.036537 0.029516 0.0313828 0.0281527 0.0277366 0.0347244 0.0210039 0.0205628 0.0494745 0.0180205 0.017693 0.0416821 0.0618175 0.0428721 0.0477772 0.0226173 0.0174506 0.021954 0.0295851 0.0161487 0.0160437 0.0140756 0.0472833 0.0140472 0.0140896 0.0125305 0.0113229 0.0108619 0.0101941 0.0101874 0.00869333 0.0125348 0.0396053 0.0226595 0.00787508 0.0076152 0.0133114 0.0157977 0.0111972 0.00748872 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0.71997636556625377 1.0000000180025095e-35 0.67197635769844066 9.9452595710754412 1.0000000180025095e-35 1.0000000180025095e-35 0.88006493449211132 0.42798192799091345 0.16350000351667407 0.57493624091148388 0.57899349927902233 0.91388890147209179 0.60355025529861461 0.10649999976158143 0.5000000149011613 0.65968835353851329 0.6920088827610017 0.25160736590623861 0.46395201981067663 3.4357169866561894 0.43600887060165411 0.78796294331550609 0.80326533317565929 0.53072515130043041 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 8 57 -5 10 17 -10 23 -11 15 14 21 52 19 -2 -19 51 -15 -14 -23 24 25 -6 27 30 29 36 46 32 -32 34 -33 -36 -25 38 39 -28 50 -42 -40 -13 -45 -38 47 -22 -49 -50 -39 -17 53 -12 -54 -55 58 -4 -30 -56 -21 -29 right_child=1 -3 3 6 7 -7 -8 -9 9 11 12 43 13 20 -16 16 -18 18 -20 60 26 22 -24 28 -26 -27 37 61 56 -31 31 33 -34 -35 35 -37 45 40 42 -41 41 -43 -44 44 -46 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0.0393174 0.151936 0.224872 0.108369 0.0640825 0.0371851 0.345485 0.178703 1.0202 0.326489 0.693707 0.273372 0.703139 3.82594 0.385413 0.183564 0.234185 0.0987342 internal_count=100000 9065 6188 649 5539 405 244 2483 3056 474 1613 148 1356 1027 351 329 136 2582 384 116 676 54 53 257 97 66 637 409 160 89 353 232 102 130 89 60 67 228 116 73 112 55 43 89 81 43 121 79 67 65 57 72 193 98 95 58 71 388 46 42 44 56 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=63 num_cat=0 split_feature=20 16 13 18 6 13 18 1 21 21 5 3 1 1 8 1 4 4 1 3 4 3 4 1 9 9 4 5 1 4 6 5 3 3 3 4 4 3 6 3 3 1 8 3 21 1 9 3 8 3 1 1 1 21 3 1 21 1 9 1 4 4 split_gain=5.69142 0.791513 0.761788 0.768221 0.523555 0.142941 0.11333 0.0462443 0.0387735 0.0382595 0.0471619 0.0237328 0.0288268 0.0345368 0.0254869 0.0204861 0.0195164 0.0187323 0.0287145 0.0323264 0.0217902 0.0171541 0.0184178 0.0297933 0.0156147 0.0408171 0.0146071 0.0154558 0.0137108 0.0199105 0.0129579 0.0124595 0.0100817 0.00885276 0.0230448 0.0236278 0.0342964 0.00936948 0.0087863 0.0215585 0.00832744 0.0156686 0.0323603 0.0218568 0.00820314 0.00809062 0.00776204 0.0075322 0.0112919 0.00946574 0.00750456 0.00746803 0.0127741 0.0070503 0.0259131 0.00700683 0.00982307 0.00685026 0.00660917 0.00860864 0.00648667 0.00618129 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 1.2916666865348818 0.90000000596046459 1.0000000180025095e-35 6.8500001430511483 6.8913700580596933 11.989830970764162 0.25160736590623861 0.4960088729858399 5.0499999523162851 5.8500001430511483 1.0000000180025095e-35 4.6499998569488534 0.77268517017364513 0.9694444239139558 7.5499999523162851 0.50000888109207164 0.78587961196899425 0.52286890149116527 0.71990740299224865 2.3500000238418584 0.41449999809265142 0.41750000417232519 0.6517857313156129 0.25160736590623861 9.5500001907348651 0.82314816117286693 2.2916666269302373 0.25160736590623861 0.55084347724914562 0.47155022621154791 0.46400888264179235 0.83611109852790844 0.66865080595016491 0.45595827698707586 4.7500000000000009 0.84000888466835033 0.90806481242179882 9.2500000000000018 1.0000000180025095e-35 0.86400890350341808 3.6876935958862309 7.9500000476837167 0.035499999299645431 0.87200886011123668 1.0000000180025095e-35 0.86800888180732738 4.8500001430511483 9.2500000000000018 13.449999809265138 12.196993350982668 0.88006493449211132 8.9499998092651385 14.147551059722902 11.949999809265138 0.17449999600648883 13.550000190734865 0.63029098510742199 0.8106481432914735 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 7 9 -5 11 8 44 24 -11 33 15 14 -14 21 -12 18 19 -15 -21 -13 23 -23 -2 -26 60 28 29 -28 -9 -10 -19 34 35 36 -6 -38 39 -24 41 42 -34 -44 50 -37 -35 48 -31 -50 -4 55 -53 -18 -55 56 -29 -43 59 61 -20 -30 right_child=1 -3 3 5 6 -7 -8 30 31 10 16 12 13 17 -16 -17 53 32 26 20 -22 22 38 -25 25 -27 27 51 58 47 -32 -33 40 46 -36 45 37 -39 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0.391873 0.187377 0.0444282 0.204497 0.138093 1.20792 0.169099 0.0496249 0.255162 0.189035 0.0632925 1.03882 0.41246 0.62636 0.188488 0.405857 0.0290362 0.269638 0.05618 0.0333746 2.24463 0.137724 0.0455464 0.0277835 internal_count=100000 9065 6188 649 5539 244 2483 405 3056 1105 959 181 153 1613 1356 1101 157 255 944 890 356 131 120 534 193 190 164 151 82 161 146 341 224 68 319 290 247 210 168 110 79 58 45 257 97 66 42 69 46 160 89 71 67 50 52 54 86 82 193 43 54 53 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=63 num_cat=0 split_feature=6 16 12 18 17 7 7 2 10 6 12 6 18 11 9 4 10 21 7 7 9 21 5 5 7 4 4 7 9 4 7 5 21 9 10 11 21 4 9 21 6 2 7 7 7 4 6 21 7 4 7 7 8 4 4 4 11 9 4 7 6 4 split_gain=4.24118 0.883537 0.600632 0.447269 0.25935 0.0988552 0.0661298 0.0556587 0.0452852 0.0430737 0.0714701 0.0411037 0.0356569 0.0424258 0.0445436 0.0327073 0.0312201 0.0300811 0.0290847 0.0277646 0.024628 0.0211365 0.0195422 0.0189795 0.0163223 0.015372 0.0242131 0.015054 0.0146982 0.0176762 0.0144271 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2.60962 1.91356 0.0636517 1.84991 0.988687 0.118315 0.0992095 0.870372 0.696062 0.0530839 1.98882 0.264204 0.100604 0.35312 0.261722 0.0534842 0.56374 0.657879 0.564649 0.899632 0.539534 0.466813 0.142804 0.0464173 0.350955 0.211313 0.138407 0.0518391 0.861221 0.784799 0.212397 0.0825386 0.32401 0.572402 0.163601 1.80979 0.452449 0.107086 0.212493 0.213694 0.0454982 0.0250757 0.0686396 0.431858 0.0831338 0.341855 0.154112 0.360097 0.253062 internal_count=100000 9065 1388 649 7677 4390 244 2483 405 181 3287 498 1613 1366 1109 157 952 651 261 257 390 257 150 224 165 106 54 2789 423 127 310 258 247 176 163 94 59 175 138 125 108 301 289 192 163 69 97 59 193 82 51 80 83 76 73 57 92 49 73 40 71 53 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=63 num_cat=0 split_feature=20 20 18 6 17 20 18 17 21 5 11 21 4 3 1 1 1 5 3 3 9 1 3 9 9 4 4 11 6 9 5 21 3 4 1 3 4 3 4 4 5 9 6 3 3 1 3 1 3 3 4 4 1 1 6 1 3 9 3 5 4 4 split_gain=3.59804 0.521771 0.438366 0.256272 0.255629 0.0988804 0.0848984 0.0523708 0.0243987 0.0284766 0.0118994 0.0118085 0.0133847 0.0110915 0.014737 0.0166508 0.01523 0.0258779 0.0128435 0.0110622 0.0163666 0.0136897 0.0134587 0.0100014 0.0242127 0.00861502 0.0305412 0.0132155 0.0102529 0.0087456 0.0114242 0.00890536 0.0085813 0.00856784 0.018093 0.00850885 0.00807265 0.00729094 0.00680849 0.00769224 0.00671181 0.00665938 0.0156237 0.008931 0.0228348 0.00660955 0.00669933 0.0063527 0.00623314 0.00612794 0.00601588 0.00555745 0.00546486 0.00536402 0.00524934 0.00635304 0.00521448 0.00496454 0.00721721 0.011875 0.00605635 0.00494729 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.2916666865348818 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 1.0000000180025095e-35 11.989830970764162 0.25160736590623861 1.4978661537170412 3.490647673606873 0.9694444239139558 0.4960088729858399 5.0499999523162851 5.8500001430511483 4.6499998569488534 0.092561174184083952 0.55499351024627697 0.88400888442993175 0.29250000417232519 9.6500000953674334 0.86800888180732738 0.41449999809265142 0.41750000417232519 0.6517857313156129 0.73472222685813915 1.0000000180025095e-35 1.4499999880790713 0.28550000488758093 0.25160736590623861 5.3948740959167489 0.52000886201858532 0.71990740299224865 2.3500000238418584 0.55084347724914562 0.82824075222015392 0.55499351024627697 0.99722221493721019 0.93425926566123974 0.80326533317565929 0.17650000005960467 3.5833333730697636 0.42400887608528143 0.34065411984920507 13.449999809265138 0.7440088987350465 10.449999809265138 0.53461188077926647 0.88800889253616344 0.74768519401550304 0.56539350748062145 10.34999990463257 7.2500000000000009 4.7500000000000009 4.0499999523162851 0.52400887012481701 0.22649999707937243 0.47598193585872656 0.25160736590623861 0.858333319425583 0.92685183882713329 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 8 11 -4 7 13 23 -10 -11 12 50 41 16 18 17 -15 -16 20 25 22 -22 -2 -25 27 -27 -17 -29 30 31 -28 -19 34 -34 -32 56 -37 39 45 -35 42 -5 44 -44 46 52 -40 -30 -20 51 -3 53 -39 -14 -56 -33 -43 59 60 -59 -45 right_child=1 2 5 6 -6 -7 -8 -9 9 10 -12 -13 54 14 15 19 -18 32 49 -21 21 -23 -24 24 -26 26 29 28 48 -31 35 36 33 40 -36 37 -38 38 47 -41 -42 57 43 61 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 55 -57 -58 58 -60 -61 -62 -63 leaf_value=-0.050068148882957367 -0.050120016199649411 0.04587794419018746 -0.05183342295160967 -0.018592066466168445 -0.010974674240470326 0.0014227864998794335 -0.050144553420463422 -0.050406133097386341 -0.050122567093396658 0.020648680507069646 -0.050147270979475959 0.045881482147188374 0.038725610305420308 -0.050591525685927077 0.016116513240642918 0.034645764802874818 0.022210924041490374 0.02866976255081094 -0.050349194786029998 0.019246803786129023 -0.050376621257401999 0.0015314548421370121 0.0092438641495057212 0.024008693127779007 -0.050120836256398175 -0.050286417596097248 -0.0074341806164111889 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2.88624 0.389565 3.43185 3.37396 0.319853 0.0807677 0.0491099 2.65904 0.498428 3.3395 2.41796 1.76164 0.656319 0.25346 0.0587746 1.70286 1.49979 0.132872 0.0449345 0.239085 0.0489583 1.36692 1.25558 0.111336 0.0399042 1.23294 1.19967 0.691985 0.235093 0.18177 0.0457842 0.507687 0.543862 0.4485 0.411545 0.287196 0.135986 0.921545 0.551334 0.51422 0.0604305 0.213275 0.116438 0.124349 0.0244059 0.0405684 0.421859 0.137113 0.0776248 0.0231518 0.0765686 0.054562 0.112895 0.370211 0.31444 0.168583 0.128992 0.45379 internal_count=100000 9065 1388 7677 963 425 4390 2993 3287 498 150 938 275 2586 2035 1618 417 308 181 1437 1370 241 170 2789 451 1129 997 132 117 791 787 505 219 204 106 282 377 235 232 176 98 551 419 361 115 134 109 56 116 156 196 88 78 52 79 68 141 132 119 87 47 246 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=63 num_cat=0 split_feature=6 12 13 18 13 17 7 18 13 17 18 7 7 1 13 21 7 5 8 8 3 1 3 1 4 1 7 3 3 11 7 3 21 21 4 7 1 1 4 4 3 1 1 8 1 1 21 5 3 3 8 13 1 1 10 3 3 1 3 1 1 21 split_gain=2.85128 0.516037 0.377117 0.357517 0.232472 0.213075 0.0954986 0.0936454 0.0813497 0.0668115 0.053436 0.0464017 0.0143768 0.018855 0.0121732 0.0233287 0.0360074 0.0132211 0.0117664 0.0106599 0.012971 0.0115442 0.0137283 0.014005 0.0113957 0.025303 0.0114192 0.0119346 0.009314 0.00922253 0.0201228 0.0122121 0.0088594 0.00989585 0.00827851 0.00814523 0.0111908 0.0127898 0.00737051 0.0137404 0.0133464 0.0153643 0.00961428 0.0141308 0.00707607 0.00856018 0.00695002 0.018866 0.00677026 0.0233565 0.00675177 0.00574275 0.0251422 0.0110992 0.00567802 0.00557572 0.00556654 0.00549908 0.00650478 0.0103815 0.00532324 0.00502355 threshold=1.2916666865348818 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.81844761967659008 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 1.0000000180025095e-35 0.97810217738151561 0.73113763332366954 7.7500000000000009 0.30000000447034841 11.989830970764162 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13 16 7 17 7 21 9 9 7 11 11 4 13 5 9 4 5 21 4 21 6 2 7 21 9 4 8 6 5 21 21 4 7 21 4 7 4 21 21 5 9 21 7 7 4 21 4 9 8 7 5 4 4 7 9 4 split_gain=3.09533 0.460415 0.477862 0.20748 0.204414 0.110951 0.0966585 0.092607 0.0691628 0.0527621 0.0263489 0.0301146 0.013017 0.0132614 0.0116161 0.021285 0.00884522 0.0124304 0.0354163 0.0118429 0.0216822 0.0100057 0.0118463 0.0122186 0.00891219 0.0087269 0.00976801 0.00765126 0.00705905 0.00618314 0.00615411 0.00662943 0.00767104 0.0061472 0.00523097 0.00498083 0.0096105 0.0107837 0.00611818 0.00657333 0.00638582 0.00941863 0.00455952 0.0074167 0.0116791 0.00416478 0.00552021 0.00416422 0.0127559 0.00396745 0.00368015 0.00314344 0.00579838 0.00732915 0.0116949 0.00896273 0.00305976 0.00362128 0.00294258 0.00285648 0.00495827 0.00287395 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.2916666865348818 0.81182295083999645 0.90000000596046459 1.0000000180025095e-35 0.910396307706833 1.0000000180025095e-35 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123 104 82 69 80 47 60 473 184 141 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=63 num_cat=0 split_feature=20 13 16 18 17 6 16 13 18 1 6 4 5 8 6 1 1 1 6 4 4 5 11 1 4 11 11 1 8 11 6 1 4 2 1 4 4 1 1 1 6 6 5 9 1 1 1 2 1 1 1 4 1 1 9 6 5 11 9 4 8 9 split_gain=2.87026 0.437121 0.439556 0.420052 0.239916 0.182974 0.0846788 0.0807968 0.0501706 0.0191782 0.0150204 0.0126454 0.0109193 0.00956435 0.00903901 0.00832589 0.00719088 0.0105113 0.00975196 0.00771047 0.0232306 0.0096141 0.00854721 0.00849215 0.00847679 0.00807084 0.00626036 0.00623525 0.0141866 0.00863153 0.00748717 0.00603476 0.0181405 0.00577412 0.00555069 0.00525862 0.00701054 0.0111324 0.00666527 0.00496191 0.00643138 0.0041086 0.00407081 0.00595731 0.00406343 0.00370531 0.00272117 0.00244681 0.00326595 0.00257623 0.00717106 0.00349418 0.00425223 0.0024457 0.00240227 0.0101422 0.00235874 0.00871899 0.00382109 0.00678095 0.00222014 0.00212601 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2916666865348818 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 7.8500001430511483 1.0000000180025095e-35 0.77268517017364513 0.092561174184083952 0.75000000000000011 3.5833333730697636 4.8500001430511483 5.3500001430511483 5.8500001430511483 3.5833333730697636 0.66236770153045665 0.73472222685813915 0.25160736590623861 1.0000000180025095e-35 7.7500000000000009 0.94166666269302379 -1.0000000180025095e-35 0.89587974548339855 10.750000000000002 1.0000000180025095e-35 0.89587974548339855 4.7500000000000009 8.7500000000000018 0.77546295523643505 0.16139049828052524 4.7500000000000009 0.71990740299224865 0.53761571645736705 4.0499999523162851 3.9500000476837163 7.4500000476837167 4.7500000000000009 4.7500000000000009 0.48720505833625799 0.22150000184774402 3.6499999761581425 3.5499999523162846 5.0499999523162851 0.077152017503976836 13.949999809265138 9.5500001907348651 7.9500000476837167 0.93425926566123974 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10847 7039 4688 4079 3808 2622 1329 2351 1293 83397 29029 22660 2466 6369 847 4455 482 662 1193 1065 2831 1549 3545 128 1020 1457 1400 937 123 1282 1046 1012 2190 616 392 374 693 889 748 141 2265 131 52 1073 64 2608 115 485 20194 528 422 237 73 164 344 276 300 946 909 137 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=63 num_cat=0 split_feature=20 20 16 18 17 6 20 16 17 21 5 9 9 21 2 3 8 21 4 3 4 21 4 8 3 4 5 3 4 4 20 3 21 21 4 9 6 5 3 4 2 8 5 3 3 4 5 21 6 3 21 4 3 3 3 21 3 21 9 4 21 4 split_gain=1.5952 0.315811 0.235431 0.250275 0.138087 0.0748491 0.0492956 0.0417732 0.0264872 0.0105936 0.0106664 0.00548795 0.00974369 0.00522344 0.00483884 0.00649944 0.00428657 0.00529866 0.00462174 0.00388176 0.00382192 0.00260432 0.00982893 0.0097544 0.0027348 0.00401489 0.00414871 0.00361948 0.00240336 0.00232764 0.00232451 0.00822977 0.0022978 0.00425688 0.00432983 0.00263993 0.00220167 0.00183087 0.0020933 0.00172245 0.00386762 0.00419874 0.00643612 0.00321019 0.00757054 0.00228636 0.00195627 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0.10102051123976709 1.0000000180025095e-35 0.80326533317565929 0.49965929985046392 0.86400890350341808 0.95694443583488475 0.034051353111863143 15.736013889312746 2.7083333730697636 0.87200886011123668 15.080798149108888 0.87870368361473095 0.78800886869430553 0.7440088987350465 0.47598193585872656 12.196993350982668 0.88006493449211132 19.162068367004398 0.10649999976158143 0.85092595219612133 6.595184564590455 0.79027777910232555 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 13 9 -5 8 14 11 -11 -2 -13 28 16 -16 19 -18 -19 32 -12 24 23 36 25 27 58 30 29 -3 31 -21 33 35 -35 37 -23 -7 -39 45 41 -41 43 -43 -45 46 53 48 49 -48 51 52 59 -24 -37 -22 -57 -49 -27 60 -50 -62 right_child=1 2 -4 6 -6 7 -8 -9 -10 10 20 12 -14 -15 15 -17 17 18 -20 21 55 22 39 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 34 -36 54 -38 38 -40 40 -42 42 -44 44 -46 -47 47 57 50 -51 -52 -53 -54 -55 -56 56 -58 -59 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0.071957 0.0456964 0.0378561 0.511315 0.461335 0.431778 0.3182 0.0498748 0.268325 0.241555 0.16754 0.0295577 0.186549 0.0210462 0.0113231 0.113578 0.0735421 0.134784 0.0905743 0.0598168 internal_count=100000 9065 1388 649 405 7677 244 4390 2483 3287 498 2789 451 388 1844 75 1769 156 111 1613 150 1358 1046 354 312 274 109 165 103 78 131 54 255 228 100 128 65 77 47 692 155 141 118 101 100 537 499 444 397 153 244 231 173 55 51 80 78 47 67 135 116 80 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=63 num_cat=0 split_feature=13 13 16 18 17 7 6 16 13 18 17 21 7 7 7 2 2 3 3 3 3 2 11 21 3 3 4 11 3 7 7 9 7 8 7 3 3 4 11 4 2 2 8 7 7 3 3 3 21 4 7 7 7 3 7 21 21 9 21 3 4 6 split_gain=1.22735 0.352403 0.234076 0.237251 0.125205 0.137369 0.115498 0.061151 0.0478689 0.045489 0.0292546 0.0104219 0.0134459 0.0069631 0.00792617 0.00383363 0.00600024 0.00372517 0.0102143 0.00361554 0.0023399 0.00215853 0.00206426 0.00355059 0.00290472 0.00433308 0.00387903 0.00408914 0.00376191 0.00284274 0.00203234 0.00517761 0.00197785 0.00186678 0.0053097 0.00199726 0.00188116 0.00179475 0.00290403 0.0119052 0.0033203 0.00277251 0.00519679 0.00390109 0.00628647 0.00345537 0.00267685 0.0044659 0.00664562 0.00252499 0.00156183 0.00266676 0.00233847 0.00860646 0.00220705 0.00304329 0.00252964 0.00320012 0.00222278 0.00325929 0.00219722 0.00210157 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.910396307706833 1.2916666865348818 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 1.0000000180025095e-35 11.989830970764162 0.080269441008567824 0.73113763332366954 0.8263767957687379 0.44476558268070226 0.57787972688674938 0.81600886583328258 0.82000887393951427 0.49513761699199682 0.54800885915756237 0.13527590036392215 1.4978661537170412 15.951560974121096 0.47598193585872656 0.46395201981067663 0.83958333730697643 -1.0000000180025095e-35 0.45595827698707586 0.23425997048616412 0.48814210295677191 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30 54 35 1053 69 99 22 34 12 44 29 37 59 8 31 16 18 24 24 76 5 53 26 246 143 30 15 26 59 37 24 95 4 17 40 28 22 2 76 75 33 104 30 16 25 29 539 internal_value=0 0.0133287 0.0305495 0.03496 0.042664 0.0475635 -0.000752055 0.00297461 -0.0147046 0.00455567 0.00573139 -0.0395141 -0.016117 0.00648603 -0.0165549 0.00692776 -0.0118759 -0.0458658 -0.0296933 0.00723147 0.0103511 -0.00494152 0.0111876 0.0121718 0.0105302 0.00686771 0.0110781 -0.00186687 -0.0241743 0.0161381 0.0158066 0.0114152 -0.0051615 0.00584805 -0.00203971 0.00696396 0.00022203 0.00633158 0.00527699 0.000181218 0.00295879 0.0100217 0.00773349 -0.00050751 -0.0207332 0.0150764 0.00425901 -0.00214649 -0.0112772 0.00686586 0.00754176 0.00793546 0.00736069 -0.0119656 0.00785211 0.0120005 0.00889557 0.000730721 -0.00854298 -0.0185488 0.0135831 0.00563639 internal_weight=0 3.63329 1.6344 1.55018 1.34201 1.21678 1.99889 1.82357 0.208174 1.77077 1.73346 0.175321 0.0374329 1.71037 0.0321732 1.6782 0.0266752 0.137888 0.0282991 1.65152 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0.00455361 0.00735389 0.00294345 0.00279749 0.00295584 0.00198107 0.00460979 0.00925179 0.00408293 0.0106006 0.0024841 0.00448841 0.00276223 0.00716245 0.00510183 0.00376659 0.0026228 0.0023683 0.00369275 0.00290845 0.00219285 0.00214244 0.00618278 0.00198112 0.00182151 0.00178686 0.00173637 0.006036 0.00173273 0.00292627 0.00173656 0.00165248 0.00240919 0.00253273 0.00151419 0.00149958 0.00191597 0.00164634 0.00149373 0.00149355 0.0025622 0.00229896 0.00144164 0.00138856 0.0011259 0.000973325 0.00115281 0.00209553 0.000950898 0.00133798 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2916666865348818 0.74298819899559032 0.90000000596046459 1.0000000180025095e-35 1.0000000180025095e-35 0.080269441008567824 7.8500001430511483 0.73113763332366954 7.7500000000000009 20.708767890930179 0.75000000000000011 3.5833333730697636 5.0499999523162851 2.4166666269302373 0.39628393948078161 1.0000000180025095e-35 7.5499999523162851 0.21317502111196521 0.2536772638559342 9.8499999046325701 0.41240026056766516 8.4578547477722186 0.99722221493721019 6.5499999523162851 7.9500000476837167 0.36630785465240484 0.34891524910926824 0.42897498607635504 10.750000000000002 13.250000000000002 0.45981205999851232 0.21317502111196521 7.8500001430511483 8.7500000000000018 0.072882171720266356 0.71990740299224865 0.35093528032302862 3.5499999523162846 18.992442131042484 12.750000000000002 13.276114463806154 0.98472222685813915 0.73981478810310375 8.9499998092651385 5.4500000476837167 3.9500000476837163 5.3948740959167489 10.750000000000002 3.5833333730697636 0.24049999564886096 0.78587961196899425 5.0499999523162851 0.35950000584125524 0.98472222685813915 7.9500000476837167 0.81805554032325756 0.77546295523643505 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 6 10 -3 -5 9 12 11 -2 14 -14 15 17 36 40 19 20 46 -22 43 -24 25 26 -25 28 -27 -23 31 -31 -30 -26 35 -35 -17 -15 -13 -40 41 50 -42 44 45 47 -19 48 54 -49 -7 52 53 -51 -20 -34 -18 58 59 -53 61 -44 right_child=1 2 -4 7 -6 8 -8 -9 -10 -11 -12 38 13 37 -16 16 56 18 22 -21 21 29 23 24 33 27 -28 -29 32 30 -32 -33 55 34 -36 -37 -38 -39 39 -41 42 -43 60 -45 -46 -47 -48 49 -50 51 -52 57 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 leaf_value=-0.050031041866918959 -0.050050598955348247 0.051212442805284086 -0.050658370396037371 -0.051120941337847718 -0.0043021160662298653 -0.016871950659818419 -0.0011902157380962873 0.0015137431690902912 -0.050058670515382021 -0.050094718002786337 -0.050043123578032755 0.015413583966147735 -0.050235753603316703 0.023051122515564439 -0.0042501193123865222 -0.050281632721365557 0.011862247093617702 0.0043807625655748004 -0.010326959253588446 -0.050133406316700602 -0.050249522743147229 0.015602848466779763 0.01982655640176163 -0.050430247305264048 0.019582517677841488 0.014559222387011898 -0.0061505811090277231 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internal_weight=0 3.26664 1.50502 1.4344 1.24347 1.76162 1.12551 0.190938 1.65478 1.62566 0.106848 0.0511767 1.60753 0.0280155 1.57952 1.52232 0.0862878 1.43603 1.04763 0.106234 0.0966869 0.0606647 0.941393 0.434902 0.334019 0.138147 0.0341413 0.104006 0.0695468 0.0494099 0.0271388 0.0130109 0.0429948 0.195871 0.136943 0.0381359 0.0200992 0.0188659 0.0310406 0.012597 0.388404 0.0879575 0.300446 0.506492 0.448904 0.324006 0.0360222 0.276175 0.0356916 0.240483 0.0509046 0.215066 0.0552152 0.0289526 0.0180577 0.0353659 0.0661887 0.159851 0.123076 0.0779433 0.224513 0.166091 internal_count=100000 9065 1388 649 405 7677 388 244 4390 2483 3287 930 1613 217 1396 1366 124 1242 1028 379 236 187 649 379 341 229 85 144 121 82 70 60 81 112 83 52 76 53 196 139 214 105 109 270 259 237 49 216 53 163 69 143 48 44 46 76 48 95 77 58 81 61 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=63 num_cat=0 split_feature=20 13 16 17 13 16 17 1 14 13 4 3 1 21 4 3 1 3 3 4 4 4 3 1 21 4 1 21 21 21 2 9 1 9 3 1 21 3 3 3 1 1 3 8 3 3 1 1 1 21 21 8 1 1 1 3 4 1 1 3 21 21 split_gain=1.29248 0.262376 0.186865 0.0822608 0.0560038 0.0338579 0.029235 0.0153553 0.00984258 0.00689133 0.040211 0.0107232 0.0242191 0.0208274 0.00766762 0.0062477 0.00456121 0.00551746 0.0038106 0.00327093 0.0060456 0.00726471 0.00317668 0.00664284 0.00286027 0.00262132 0.00257996 0.00243822 0.00235158 0.00233841 0.00222732 0.00211459 0.00201655 0.00596699 0.0018278 0.0018137 0.00169108 0.00156141 0.00154425 0.00294118 0.0018971 0.00218046 0.001391 0.00123024 0.00128623 0.00364401 0.00234173 0.00299763 0.00191262 0.00158779 0.00251783 0.00369309 0.00659094 0.00147847 0.00126579 0.00255474 0.00125376 0.00178388 0.00185879 0.00132554 0.00144587 0.00122952 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 1.0000000180025095e-35 7.4500000476837167 1.0000000180025095e-35 0.5000000149011613 0.75624999403953563 0.78000888228416454 4.8500001430511483 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is_linear=0 shrinkage=0.05 Tree=103 num_leaves=63 num_cat=0 split_feature=20 13 18 16 17 6 13 16 18 3 8 4 4 3 11 4 2 8 3 3 3 9 9 6 6 4 4 6 3 11 4 4 6 13 3 9 4 4 4 4 4 13 11 6 9 2 6 11 3 3 9 9 3 3 3 4 3 6 3 3 13 5 split_gain=1.20239 0.245784 0.176488 0.191894 0.101601 0.0493088 0.0405999 0.0306118 0.0201032 0.00642183 0.0054709 0.00612154 0.00404682 0.00358239 0.00340672 0.00298265 0.00295543 0.0024007 0.0032281 0.00318045 0.00243995 0.00152017 0.0014214 0.00159471 0.00342967 0.00152205 0.00203847 0.00145696 0.00134545 0.00121943 0.00401243 0.00695171 0.00125731 0.00159918 0.00103731 0.00161282 0.000973949 0.00240596 0.000937692 0.00217302 0.00207859 0.0140705 0.00230268 0.00175359 0.00287003 0.00169028 0.00240757 0.0021271 0.00204789 0.00153234 0.00180358 0.00110686 0.0011965 0.0020525 0.00148794 0.00122446 0.0019955 0.00124964 0.00106563 0.00236442 0.00149773 0.00222166 threshold=0.30000000447034841 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 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526 5539 284 2483 92 242 77 51 192 116 76 50 2160 1868 1431 919 771 682 240 40 292 43 148 79 437 165 249 211 166 46 120 73 351 298 257 198 163 105 53 127 112 59 45 89 75 41 54 71 2877 2381 90935 85829 67826 61564 21465 18003 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=63 num_cat=0 split_feature=13 13 18 7 17 13 18 17 6 8 21 7 21 21 21 5 1 7 3 1 1 9 3 1 10 3 7 11 7 3 7 1 3 1 3 9 1 1 21 11 1 6 6 3 1 8 3 7 11 1 7 7 3 9 1 6 3 2 9 7 7 2 split_gain=0.0182444 0.00564687 0.00646299 0.0049209 0.0021198 0.00164172 0.00155806 0.00106388 0.000264071 0.000166405 0.000115974 0.000114293 9.55145e-05 8.67955e-05 9.4948e-05 7.01783e-05 4.72277e-05 5.97774e-05 4.29975e-05 3.88665e-05 2.651e-05 2.31331e-05 1.75598e-05 7.3167e-05 1.55557e-05 1.36989e-05 1.36818e-05 5.98649e-05 2.3059e-05 1.42396e-05 2.06927e-05 1.41826e-05 4.49653e-05 7.18607e-05 1.41093e-05 1.2803e-05 9.50366e-06 9.30854e-06 8.75353e-06 8.62456e-06 7.35507e-06 2.95778e-05 2.64707e-05 1.0597e-05 1.5627e-05 1.89692e-05 9.71538e-06 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90935 79567 61564 40099 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=38 num_cat=0 split_feature=20 16 13 18 17 13 1 3 13 3 1 4 1 1 3 21 3 21 1 3 4 3 5 9 4 1 3 21 1 4 21 1 13 20 12 1 4 split_gain=0.00869022 0.00262477 0.00266614 0.00364489 0.00101512 0.000768513 0.000228407 0.000170216 5.55971e-05 0.000100442 0.000173314 5.55255e-05 4.46876e-05 2.32619e-05 5.2492e-05 1.36338e-05 1.36262e-05 1.33912e-05 1.41944e-05 1.41778e-05 6.14468e-06 5.48563e-06 5.2139e-06 4.05194e-06 3.84986e-06 3.7172e-06 2.70808e-06 2.28673e-08 6.10831e-10 2.04608e-11 1.59733e-11 3.75246e-12 3.76793e-13 2.01315e-15 2.86229e-17 3.46945e-18 8.67362e-19 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 4.8500001430511483 0.47200888395309454 0.5000000149011613 0.86000889539718639 4.8500001430511483 0.90416666865348827 5.8500001430511483 7.6499998569488534 0.60355025529861461 1.3176571726799013 0.82800978422164928 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4.24415e-06 3.44462e-06 3.60806e-06 2.82823e-06 2.70605e-06 4.82808e-10 8.38558e-11 3.06689e-11 2.35652e-11 8.99247e-12 3.22649e-13 1.72778e-15 3.72966e-17 3.46945e-18 4.33681e-19 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.89143532514572155 0.90000000596046459 1.2424533367156985 9.797610282897951 0.59227034449577343 0.35311730206012731 1.8999999761581423 4.9500000476837167 10.050000190734865 1.7453238368034365 0.76250001788139354 0.09849999845027925 0.81805554032325756 3.6499999761581425 7.2500000000000009 0.40329357981681829 0.85486111044883739 0.28611557185649877 0.91944444179534923 3.5833333730697636 12.050000190734865 0.56830143928527843 7.4500000476837167 0.80324074625968944 9.3499999046325701 10.050000190734865 0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 5.0499999523162851 9.6500000953674334 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 left_child=30 2 8 4 6 -5 11 -8 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13 6 21 7 21 7 3 3 21 9 8 5 5 7 2 21 7 6 21 3 7 21 2 5 13 12 3 3 split_gain=0.00775086 0.00234055 0.00241204 0.00326559 0.00339107 0.00131302 0.00087127 5.59082e-05 2.18304e-05 4.9998e-05 1.91102e-05 1.15882e-05 1.08489e-05 3.53095e-05 7.3964e-06 5.2426e-06 1.21179e-05 6.86755e-06 6.39588e-06 4.75974e-06 3.2149e-06 2.8379e-06 1.74215e-09 8.46338e-10 1.29933e-10 1.19121e-10 2.74897e-11 3.10911e-11 8.53901e-12 1.72316e-12 2.76256e-13 4.32814e-16 1.60462e-17 8.67362e-19 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 0.70000001788139354 1.0000000180025095e-35 1.0000000180025095e-35 0.90000000596046459 1.8999999761581423 1.7453238368034365 0.3918523788452149 10.947951316833498 0.53927075862884533 0.84800887107849132 0.59908753633499157 5.8225407600402841 0.15450000017881396 1.0000000180025095e-35 0.092561174184083952 0.25160736590623861 0.091168832033872618 0.10277173295617105 14.188621044158937 0.62716880440711986 2.2916666269302373 3.490647673606873 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5654 616 384 232 5038 2156 1837 1170 319 877 763 294 266 192 74 156 293 188 105 367 329 276 208 170 126 61 65 90935 79567 44588 34979 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=34 num_cat=0 split_feature=20 16 7 13 17 13 1 6 21 7 21 7 21 1 7 3 3 4 1 6 4 1 7 9 8 5 21 3 13 13 21 21 1 split_gain=0.00732405 0.00221305 0.00227733 0.0030995 0.000690948 0.0003947 0.000175731 5.44316e-05 5.24342e-05 2.84725e-05 2.05543e-05 4.52017e-05 1.83623e-05 1.21198e-05 1.04427e-05 9.59037e-06 3.06498e-05 7.80874e-06 7.0992e-06 7.01156e-06 6.61342e-06 5.40457e-06 4.81054e-06 4.49388e-06 1.04456e-05 5.49246e-06 4.20491e-06 4.00501e-06 2.36062e-13 3.6169e-16 6.67869e-17 4.77049e-18 2.60209e-18 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 7.4500000476837167 1.8999999761581423 7.1540088653564462 0.38245163857936865 1.7453238368034365 0.3918523788452149 10.947951316833498 5.0499999523162851 0.53927075862884533 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0.00224786 0.00624333 0.00518095 0.00201287 0.00316808 0.00201281 internal_count=100000 9065 6188 5654 616 576 526 5038 284 242 2156 1837 1170 192 319 877 763 293 294 112 50 165 125 266 192 156 75 74 90935 79567 33791 45776 29018 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=30 num_cat=0 split_feature=13 16 18 13 7 17 13 7 4 1 13 5 11 21 7 1 21 1 4 1 5 1 21 1 4 21 12 1 1 split_gain=0.00556651 0.00221843 0.00222293 0.00343984 0.00194433 0.00106752 0.000866121 0.000121032 2.24459e-05 1.94705e-05 1.07136e-05 2.99638e-05 1.05453e-05 6.62428e-06 1.84559e-05 1.16633e-05 8.35461e-06 8.07013e-06 5.36398e-06 5.29349e-06 4.84867e-06 1.13966e-06 7.5212e-07 3.37252e-07 4.53332e-07 2.28985e-07 3.14852e-16 2.64545e-17 4.33681e-19 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.83402201533317577 1.0000000180025095e-35 0.90000000596046459 0.59227034449577343 0.61736112833023082 5.0499999523162851 0.5000000149011613 0.25160736590623861 0.89587974548339855 3.6876935958862309 0.2536772638559342 4.7500000000000009 9.797610282897951 7.9500000476837167 0.858333319425583 7.4500000476837167 0.25160736590623861 12.750000000000002 6.8021192550659189 13.34999990463257 0.82824075222015392 10.559029102325441 1.0000000180025095e-35 9.4499998092651385 5.6499998569488534 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 left_child=26 2 3 7 5 9 -4 8 -2 -5 11 12 -10 15 16 -12 -15 -17 -19 22 21 -18 -11 24 25 -21 28 -28 -1 right_child=1 -3 6 4 -6 -7 -8 -9 10 19 13 -13 -14 14 -16 17 20 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-0.050000319331626332 -0.0055415228352294959 -0.050017611103726628 -0.050034057862533579 0.041217705864955934 -0.030102180479081343 0.00014903975732683572 -0.0024972409342052669 -0.014739225794070021 -0.0069050188939750526 0.047009087800032684 -0.00046364198289528024 0.0049138489756109377 -0.0003713682303751666 6.922201876838681e-05 -0.0036713928610967624 0.0080813333117410926 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1303 111 309 1077 1077 366 427 110 109 32 51 46 69 26 133 62 122 67 27475 17113 16539 internal_value=0 0.00686129 0.00959489 0.0141471 0.0351642 0.0414557 -0.0262749 0.000598951 0.00167321 0.0474397 0.00212641 -2.73598e-05 -0.00359183 0.00289656 0.00187166 0.00425507 0.00309946 0.00546321 0.00357082 0.0482693 0.00434135 0.00287175 0.0460522 0.0489866 0.0487535 0.049166 -0.0500003 -0.0500003 -0.0500003 internal_weight=0 0.0356699 0.0340342 0.0302014 0.0118377 0.0107969 0.00383282 0.0183637 0.0171617 0.00943068 0.0161474 0.00425314 0.00247078 0.0118942 0.00677954 0.0051147 0.00555016 0.00407211 0.00236365 0.00832124 0.00393675 0.00231381 0.0020342 0.00628704 0.00447427 0.00267641 0.00489475 0.00262606 0.00226869 internal_count=100000 20433 14832 9958 917 838 4874 9041 6538 788 4956 3457 2380 1499 997 502 570 193 83 541 204 135 244 297 235 113 79567 44588 34979 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=31 num_cat=0 split_feature=13 16 7 13 17 1 6 21 1 7 2 1 21 7 3 4 7 8 1 4 6 21 1 1 3 21 21 12 1 1 split_gain=0.00526668 0.00209851 0.00214687 0.00269775 0.000545102 0.00034218 0.000181685 9.81987e-05 6.28548e-05 2.25741e-05 2.54656e-05 2.22727e-05 3.27294e-05 3.5333e-05 1.63454e-05 1.56495e-05 6.10131e-06 7.00556e-06 6.98282e-06 5.83438e-06 3.74891e-06 6.62804e-06 3.00282e-06 2.61289e-06 2.30305e-06 6.37061e-07 1.47684e-07 2.72352e-16 2.08167e-17 4.33681e-19 threshold=0.30000000447034841 1.0000000180025095e-35 0.910396307706833 0.70000001788139354 1.0000000180025095e-35 7.4500000476837167 1.8999999761581423 7.559831142425538 4.7500000000000009 0.38032488524913793 0.4231949001550675 10.050000190734865 1.4902664422988894 0.28268365561962133 0.59908753633499157 0.858333319425583 0.40329357981681829 1.0000000180025095e-35 4.1499998569488534 0.82824075222015392 4.7500000000000009 17.490249633789066 12.949999809265138 10.150000095367433 0.52286890149116527 8.2452721595764178 6.595184564590455 1.0000000180025095e-35 9.2500000000000018 5.6499998569488534 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=27 2 3 6 5 7 -2 8 -5 10 15 12 16 14 24 23 17 -8 -19 -13 -21 22 25 -7 -14 -22 -16 29 -29 -1 right_child=1 -3 -4 4 -6 9 11 -9 -10 -11 -12 19 13 -15 26 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.050000303637415561 -0.019059852701463039 -0.050016802811939903 -0.050454240529526712 0.019176783310422101 -0.00084174345240145727 0.043852862465275567 0.0047681363788790584 0.013273009574738349 0.034178695144142922 0.035155421275892704 0.034712082122904137 -0.00015653518469739582 0.00063562460587488433 -0.010385290271310211 -0.0036495390317915141 0.038602466672089282 0.0055287540310833281 0.0027021694040828908 -0.0031347558481356801 0.0065573357934268607 0.004581545128273491 -0.00010953225876410451 0.0025363418908097147 0.046868392179439423 0.0039462560877148722 0.0063128722776717083 -0.004499140682965066 -0.050000331368935336 -0.050000322114090501 -0.050000303005394278 leaf_weight=0.0011268518655160866 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2.72899e-06 2.36946e-06 9.14007e-07 2.45615e-10 6.95416e-14 1.29111e-14 9.1073e-18 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 1.0000000180025095e-35 3.4357169866561894 0.47200888395309454 0.5000000149011613 0.77200889587402355 1.7453238368034365 0.78587961196899425 0.98981478810310375 0.80324074625968944 10.774816989898683 6.5502407550811776 0.67956349253654491 0.57138359546661388 1.4978661537170412 0.86921298503875744 0.53884351253509533 0.48000887036323553 1.2424533367156985 1.0000000180025095e-35 4.124225616455079 1.0000000180025095e-35 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 left_child=23 2 3 8 -4 6 -5 -8 9 -2 16 -12 18 22 -15 -11 -10 21 19 -13 -21 -18 -9 25 -25 -1 right_child=1 -3 4 5 -6 -7 7 13 10 15 11 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 leaf_value=-0.050000288314078559 -0.0076656211362070813 -0.050017935187669782 -0.050037337658194431 0.028960887664842706 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11 1 6 21 21 7 21 7 1 1 21 1 7 7 1 7 6 7 12 split_gain=0.00589943 0.00185863 0.00189617 0.00248925 0.00296571 0.000740492 0.000204932 4.02331e-05 5.11898e-05 3.67888e-05 6.78781e-05 8.76809e-06 2.26835e-05 8.35115e-06 7.97085e-06 4.13705e-06 7.70311e-06 2.84108e-06 2.29604e-06 1.5226e-06 5.45833e-10 1.73475e-10 1.33291e-11 6.54806e-14 1.41016e-14 1.30104e-17 threshold=0.30000000447034841 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 1.0000000180025095e-35 1.2424533367156985 10.050000190734865 2.4166666269302373 3.3534630537033085 1.7453238368034365 0.28852607309818273 13.176571846008303 0.4854720681905747 4.1499998569488534 9.8499999046325701 6.595184564590455 9.0500001907348651 0.091168832033872618 0.54788565635681163 6.4500000476837167 0.22761424630880359 1.0000000180025095e-35 0.29773135483264929 1.0000000180025095e-35 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 left_child=23 2 3 9 6 -6 7 20 -9 10 -2 14 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0.00306546 0.0050597 0.00231502 0.00274468 internal_count=100000 9065 8395 5654 616 232 384 314 94 5038 3632 1406 1179 660 227 178 132 536 301 124 220 175 108 90935 37829 53106 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=26 num_cat=0 split_feature=20 7 16 13 17 13 1 21 13 3 7 21 1 3 7 1 7 5 3 7 7 1 13 7 11 split_gain=0.0055604 0.00175451 0.00178392 0.00238186 0.000548694 0.00028288 0.00015912 3.803e-05 3.39547e-05 6.76301e-05 2.78241e-05 1.68949e-05 2.35818e-05 3.13686e-05 6.0951e-06 5.73548e-06 5.97954e-06 4.50346e-06 3.83229e-06 2.3974e-06 1.78348e-06 1.36588e-06 5.04857e-14 1.06664e-14 2.60209e-18 threshold=0.30000000447034841 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 7.4500000476837167 5.0221381187438974 0.5000000149011613 0.77200889587402355 0.38245163857936865 1.7453238368034365 10.650000095367433 0.59908753633499157 0.4854720681905747 13.150000095367433 0.072882171720266356 0.25160736590623861 0.59908753633499157 0.2536772638559342 0.18874521553516391 7.6499998569488534 1.0000000180025095e-35 0.31715726852416998 0.89587974548339855 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=22 2 3 8 5 6 7 -5 9 -2 15 14 13 -13 17 16 -8 18 -10 20 -14 -11 24 -24 -1 right_child=1 -3 -4 4 -6 -7 10 -9 11 21 -12 12 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.050000261753457835 -0.010178199594399548 -0.050437546143661263 -0.050016420380990995 0.03495870465159065 -0.0017604978636489275 0.016985012430685485 0.042006239301328629 0.023539743909118088 0.0026364409375523152 0.0016546282707398949 0.037830068471026566 0.0011539724757529003 0.0027980409514042608 -0.0093564517168272486 0.0076235327902552403 0.048766742604074598 0.046750500124015798 0.00072336131238803975 0.0068051887311711169 0.00090394636495821879 0.0053553796293497671 0.0042389748027142739 -0.050000678546607315 -0.050000464390499405 -0.050000265055403982 leaf_weight=0.0013407884547405038 0.0018975747496101656 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0.0153686 0.00394313 0.00535791 0.0114255 0.00700944 0.00300344 0.00441603 0.00387902 0.00268115 0.00330275 0.00220807 0.004006 0.00297868 0.00204555 0.00477514 0.00238505 0.00239009 internal_count=100000 9065 8395 5654 616 576 526 284 5038 3466 242 1572 1341 1136 231 165 125 178 117 205 92 717 90935 45159 45776 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=21 num_cat=0 split_feature=13 18 13 7 13 7 1 10 1 1 3 13 3 1 21 1 1 7 3 12 split_gain=0.00417272 0.00179902 0.00187609 0.00105816 0.000721455 0.000113479 0.000100896 6.94166e-05 4.30479e-05 5.14042e-05 1.81685e-05 1.5217e-05 6.29644e-05 5.06072e-06 1.11662e-05 1.66572e-05 5.21903e-06 1.56937e-06 1.52859e-06 1.44849e-16 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 0.77429187297821056 0.90000000596046459 0.59227034449577343 6.8500001430511483 1.0000000180025095e-35 9.6500000953674334 13.250000000000002 0.58800888061523449 0.5000000149011613 0.77200889587402355 4.7500000000000009 3.6876935958862309 10.650000095367433 7.9500000476837167 0.22761424630880359 0.65198194980621349 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 5 6 -3 11 7 -4 10 -10 -8 12 -2 -13 16 -16 -15 18 -17 -1 right_child=1 4 3 -5 -6 -7 8 -9 9 -11 -12 13 -14 14 15 17 -18 -19 -20 -21 leaf_value=-0.050000247240561783 -0.0090434541349751485 -0.050029998373148581 0.03203539577737554 -0.02136312946398327 -0.0033104784100086307 -0.016477261410133635 0.03569424982369198 0.017337739696904431 0.026336835245305334 0.038656422276314106 0.044084373307007374 -0.0011378736594033947 0.0042218861516165052 0.0065207193035889781 -0.0030875558813819671 0.0023292177301451498 0.0026558551707640946 0.0011737905536903966 0.0047565282232148592 -0.050000267071956817 leaf_weight=0.0017111592533529665 0.0016794295010766911 0.0017674036130088657 0.001776085627130719 0.0010090870245811354 0.0015519008571001081 0.0010160190861379101 0.0010329708573131313 0.0014668227895358044 0.001688149231216407 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1 11 7 4 1 7 3 4 9 3 4 6 1 split_gain=0.00498921 0.00160166 0.00170783 0.00215317 0.000515624 0.000251735 0.000156144 3.28711e-05 4.87376e-05 2.9596e-05 2.91663e-05 7.75715e-06 8.07112e-06 2.0266e-05 7.45088e-06 6.25569e-06 5.86079e-06 4.32874e-06 3.19635e-06 3.02536e-06 4.89896e-06 1.04378e-06 5.55745e-14 1.73472e-18 threshold=0.30000000447034841 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 0.90000000596046459 7.4500000476837167 2.4166666269302373 0.81600886583328258 0.38245163857936865 4.7500000000000009 10.050000190734865 1.0000000180025095e-35 0.072882171720266356 0.73981478810310375 13.150000095367433 0.072882171720266356 0.59600889682769786 0.83958333730697643 0.16149999946355822 0.55084347724914562 0.93634259700775158 1.0000000180025095e-35 7.0499999523162851 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=22 2 3 7 5 6 10 8 -2 15 -5 12 14 17 -9 16 -8 -14 -13 20 -20 -22 23 -1 right_child=1 -3 -4 4 -6 -7 9 11 -10 -11 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split_feature=20 18 13 7 13 17 7 6 1 21 8 1 21 3 1 3 3 3 3 7 3 6 1 split_gain=0.0047048 0.0016279 0.00176125 0.000896427 0.00064651 0.00058314 6.60499e-05 5.46468e-05 3.02916e-05 1.86796e-05 1.17266e-05 1.59351e-05 2.43968e-05 1.1886e-05 4.95053e-06 6.62652e-06 3.77776e-06 3.75834e-06 3.59417e-06 2.82425e-06 2.50565e-06 4.74638e-14 1.30104e-18 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 0.70710676908493053 0.90000000596046459 1.0000000180025095e-35 0.56185126304626476 4.7500000000000009 10.949999809265138 9.4959001541137713 1.0000000180025095e-35 10.650000095367433 3.6876935958862309 0.72397634387016307 7.3500001430511483 0.52000886201858532 0.55499351024627697 0.68000888824462902 0.62000888586044323 0.2536772638559342 0.60355025529861461 1.0000000180025095e-35 8.0500001907348651 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=21 2 6 5 -3 7 10 17 9 18 16 12 14 -14 15 -12 -2 -4 -9 20 -13 22 -1 right_child=1 4 3 -5 -6 -7 -8 8 -10 -11 11 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0.0011400325492729735 0.0010313941912727387 0.0010253933232986512 0.0013726841364398723 0.0018769410734940095 0.0010090761085090882 leaf_count=28657 206 2679 104 73 33 25 1357 178 228 106 190 171 1310 576 190 557 442 88 161 263 128 37829 24449 internal_value=0 0.00781871 0.0122789 0.0288959 -0.0272508 0.0342081 0.000799485 0.0390596 0.0363145 0.0391553 0.00177907 0.000846895 -0.000871915 -0.00517185 0.00172186 0.000449378 0.00426552 0.0457668 0.0362466 0.00336633 0.00421326 -0.0500004 -0.0500002 internal_weight=0 0.0260185 0.0230828 0.00943099 0.00293571 0.00842991 0.0136518 0.00742005 0.0052652 0.00337279 0.0126484 0.00919947 0.00546865 0.00205759 0.00341106 0.00235852 0.00344889 0.00215486 0.00209353 0.00373082 0.00270543 0.00406851 0.00219157 internal_count=100000 9065 6353 963 2712 890 5390 865 673 445 4033 3385 2823 1886 937 747 648 192 339 562 299 90935 53106 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=21 num_cat=0 split_feature=20 18 16 13 7 13 10 7 11 8 1 21 5 1 1 1 1 1 7 13 split_gain=0.00444134 0.00152262 0.00168201 0.00248266 0.00105162 0.000621448 0.000169061 5.31832e-05 3.58329e-05 9.24108e-06 1.27545e-05 2.00188e-05 4.81072e-06 4.44778e-06 3.18681e-06 2.28209e-06 4.03865e-06 1.17789e-10 1.17461e-11 3.65515e-14 threshold=0.30000000447034841 1.0000000180025095e-35 1.0000000180025095e-35 0.70000001788139354 0.69312554597854625 0.90000000596046459 1.0000000180025095e-35 0.55586767196655285 1.2424533367156985 1.0000000180025095e-35 10.650000095367433 3.6876935958862309 0.25160736590623861 7.3500001430511483 4.3500001430511483 12.050000190734865 13.750000000000002 6.9500000476837167 0.31510999798774725 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 3 7 6 -3 8 9 17 12 11 13 -2 14 -11 -12 -17 -5 -19 -1 right_child=1 5 -4 4 -6 -7 -8 -9 -10 10 15 -13 -14 -15 -16 16 -18 18 -20 -21 leaf_value=-0.05000021500754414 0.0030684174230726849 -0.050031883575660178 -0.050016692670098999 0.050047165477041168 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0.00145835 0.0473028 0.00238775 0.00153303 -4.03692e-05 0.00464286 0.00235913 0.00112 0.00386469 0.00300286 0.0500327 0.0500274 -0.0500004 internal_weight=0 0.0251123 0.0222986 0.0212577 0.00825965 0.00281368 0.00723642 0.012998 0.00563182 0.0119859 0.00869161 0.00518965 0.00329428 0.00324954 0.00224305 0.00350197 0.00240535 0.00383509 0.00281024 0.00385078 internal_count=100000 9065 6353 4257 405 2712 362 3852 292 2745 2296 2020 449 629 511 276 189 204 120 90935 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=20 num_cat=0 split_feature=20 7 16 13 18 11 21 6 21 5 13 3 3 4 4 21 3 21 6 split_gain=0.00418498 0.00143941 0.00154726 0.00187382 0.00246154 0.000136082 0.000196105 3.0683e-05 5.80938e-05 8.53837e-06 8.42004e-06 1.1012e-05 5.41834e-06 5.84088e-06 4.17576e-06 2.08227e-06 2.02536e-06 1.65159e-10 3.45804e-14 threshold=0.30000000447034841 0.910396307706833 1.0000000180025095e-35 0.70000001788139354 1.0000000180025095e-35 1.2424533367156985 9.797610282897951 2.4166666269302373 3.3534630537033085 0.25160736590623861 0.5000000149011613 0.68000888824462902 0.46395201981067663 0.73749998211860668 0.6995370388031007 8.6850008964538592 0.55084347724914562 8.3336095809936541 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 7 5 14 -7 8 -2 -6 -9 12 -12 -14 -5 -15 -17 -16 -1 right_child=1 -3 -4 4 9 6 -8 10 -10 -11 11 -13 13 15 17 16 -18 -19 -20 leaf_value=-0.050000208740542798 0.0023696980101137063 -0.050382791313442282 -0.050015310903187997 0.046370668840558855 -0.022326281371654655 0.018743081858964981 0.045056049907595652 -0.0018031433154069517 -0.0127443685699464 -0.015809137161413564 -9.2293298509590275e-05 -0.0014676951456213962 0.0066840243092155822 0.0016745920024832572 0.050047787973810022 0.0021358395116047573 0.0049874992933157183 0.050024978902978273 -0.050000518094958549 leaf_weight=0.0019581422579921784 0.0014054164361985153 0.0010259982907820922 0.0010212890491576579 0.0010188431508595386 0.0010005814503699639 0.0011236056320740317 0.001914759329338267 0.0014988277731493591 0.0011609871276636596 0.0010097576031000699 0.0011064906188948953 0.0016115301418349048 0.0012968923853016179 0.0020046073811030851 0.0018890736105277028 0.0010522767276555101 0.00152507336197516 0.0013686448294265574 0.0016770061505244627 leaf_count=53106 887 670 2741 57 136 48 99 501 2745 96 116 324 161 176 128 48 80 52 37829 internal_value=0 0.00756218 0.010146 0.0129405 0.0299491 0.0434162 0.0353254 0.000414115 -0.00446759 -0.0190528 0.00165508 0.00225801 0.00311753 0.00372167 0.0491645 0.0028832 0.00382323 0.0500382 -0.0500004 internal_weight=0 0.0240347 0.0230087 0.0219874 0.00932527 0.00731493 0.00303836 0.0126621 0.0025664 0.00201034 0.0100957 0.00859687 0.00698534 0.00587885 0.00427656 0.00458196 0.00257735 0.00325772 0.00363515 internal_count=100000 9065 8395 5654 616 384 147 5038 3632 232 1406 905 581 465 237 304 128 180 90935 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=19 num_cat=0 split_feature=20 7 13 11 21 21 4 13 3 4 21 21 4 21 7 3 7 13 split_gain=0.00395723 0.00123725 0.00118509 0.000131657 0.000106096 8.66342e-05 4.15268e-05 2.85179e-05 6.12494e-05 2.55073e-05 1.75749e-05 1.51375e-05 2.01883e-05 1.19593e-05 5.14999e-06 3.13883e-06 2.3418e-06 2.67134e-14 threshold=0.30000000447034841 0.86890897154808056 0.70000001788139354 1.2424533367156985 9.9452595710754412 9.4959001541137713 0.74768519401550304 0.5000000149011613 0.86000889539718639 0.86921298503875744 4.7187168598175058 1.7453238368034365 0.79027777910232555 9.1282272338867205 0.40329357981681829 0.58302611112594616 0.091168832033872618 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 7 5 -5 9 -6 8 -2 10 -4 14 -13 -14 15 -9 -15 -1 right_child=1 -3 3 4 6 -7 -8 11 -10 -11 -12 12 13 16 -16 -17 -18 -19 leaf_value=-0.050000194216564667 -0.009885407650608689 -0.045041389556459283 0.023405620136733214 0.0067810905256608213 0.015088966699930107 0.039404703830037593 0.027901465774568493 0.00055073719017696644 0.0043139961130183105 0.019587248212460412 0.031891928238493704 -0.0063053232910271068 -0.0029822345802260532 0.0042701733513034849 0.0063789462042012149 0.0042706080870169817 0.00153410426407646 -0.050000472845672522 leaf_weight=0.0017092232949087452 0.0019318758656114996 0.0010683188378446387 0.0011551326439285248 0.0016517668424054222 0.0010354304911892598 0.0013557904926848607 0.0016247914200846481 0.0011646321918838964 0.0012514042779265822 0.0014881644085305012 0.0012929997501558432 0.0011555108210128395 0.001270280028982107 0.0014185612717323437 0.0012304626022263676 0.0011052805676694533 0.0017429201936280947 0.0017318546711369009 leaf_count=45776 3662 741 257 138 126 154 194 194 359 271 180 1233 638 146 168 224 380 45159 internal_value=0 0.00749915 0.0100651 0.0232198 0.0167344 0.0285041 0.0229145 -0.000230705 -0.00430337 0.0247496 0.0278877 0.00119589 -0.000419313 0.00111537 0.00377408 0.00236204 0.00276178 -0.0500003 internal_weight=0 0.0229433 0.021875 0.00960408 0.00431199 0.00529209 0.00266022 0.0122709 0.00318328 0.0039363 0.00244813 0.00908765 0.00558727 0.00443176 0.00350038 0.00226991 0.00316148 0.00344108 internal_count=100000 9065 8324 1320 458 862 320 7004 4021 708 437 2983 2397 1164 586 418 526 90935 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=19 num_cat=0 split_feature=20 18 13 13 7 11 21 7 3 8 1 9 7 1 21 3 3 6 split_gain=0.00372818 0.00140282 0.00139344 0.000569614 0.000551593 6.06975e-05 7.30125e-05 5.13533e-05 2.4512e-05 1.07015e-05 1.32908e-05 1.86426e-05 1.04773e-05 9.45115e-06 9.00367e-06 3.85401e-06 2.95215e-06 2.54081e-14 threshold=0.30000000447034841 1.0000000180025095e-35 0.70000001788139354 0.90000000596046459 0.68136730790138256 1.2424533367156985 9.797610282897951 0.52508991956710827 0.73997634649276745 1.0000000180025095e-35 10.650000095367433 0.16350000351667407 0.080269441008567824 5.0499999523162851 3.2768143415451054 0.55499351024627697 0.60355025529861461 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 7 -3 5 8 -7 9 12 15 11 13 -4 -11 -13 -2 -12 -1 right_child=1 3 4 -5 -6 6 -8 -9 -10 10 16 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.050000188890560585 0.0064807110218832419 -0.050030492397805694 0.030798805696947609 -0.0028225878249490532 -0.0067076226352735056 0.016657169689708481 0.032997389963037076 -0.009646242130038736 0.042970614643620203 -0.00034763168609242045 0.0018512039019598634 0.0056297804365490626 0.036771404891128366 -0.0066840824968394637 -0.00075173592325435731 0.0027899016341958378 0.0049244570546120268 -0.050000469125535935 leaf_weight=0.0017529840842205316 0.0012487808265442277 0.0013415734064263765 0.0012728314855436906 0.0012201273819414382 0.0010189023936177932 0.0010581909139801837 0.0019313648993914967 0.0010819520939815428 0.0010986523320042352 0.0010374584725028049 0.0016189276833298294 0.0011001916763202502 0.0017354514809824195 0.001359812701719143 0.0011107715229439208 0.0016312490218366449 0.001510488534124832 0.0015017454432864064 leaf_count=53106 195 2679 228 33 82 66 225 1526 106 445 303 223 256 1412 624 423 239 37829 internal_value=0 0.00727258 0.0117739 -0.0275456 0.0276941 0.0326334 0.0272136 0.000730931 0.0365787 0.00178837 0.000819936 -0.000887742 0.0342443 -0.00394188 0.00242375 0.00439024 0.00333458 -0.0500003 internal_weight=0 0.0223767 0.019815 0.0025617 0.00811539 0.00709649 0.00298956 0.0116996 0.00410694 0.0106177 0.00773765 0.00460823 0.00300828 0.00239727 0.00221096 0.00288003 0.00312942 0.00325473 internal_count=100000 9065 6353 2712 963 881 291 5390 590 3864 3246 2704 484 1857 847 618 542 90935 is_linear=0 shrinkage=0.05 end of trees feature_importances: yoe=1746 Param_B_Availability=1702 Param_F_Consulting=1335 Param_C_Tenure=1272 interaction_yoe_x_prod=1120 Param_E_Credibility=622 hard_req_coverage=581 Param_H_GitHub=552 prod_signal_log=389 Param_D_Notice_Exp=373 interaction_req_x_consistency=345 Param_G_Location=325 flag_title_desc_mismatch=295 flag_langchain_dabbler=263 Param_A_Systems_Depth=256 flag_cv_specialist=248 title_ai_fraction=113 consistency_score=75 flag_consulting_only=22 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.05] [num_leaves: 63] [num_threads: -1] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [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: 17869] [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: 175] [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: 16083] [num_class: 1] [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: 5,10,50] [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