tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=16
objective=lambdarank
feature_names=proteinsolver_core_score_mut protbert_core_score_wt protbert_core_score_mut proteinsolver_core_score_change protbert_core_features_protein_wt_0_pc protbert_core_features_protein_wt_5_pc protbert_core_features_protein_wt_8_pc protbert_core_features_protein_change_2_pc protbert_core_features_protein_change_4_pc protbert_core_features_protein_change_5_pc protbert_core_features_protein_change_6_pc protbert_core_features_protein_change_8_pc protbert_core_features_residue_wt_0_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_core_features_residue_change_5_pc protbert_core_features_residue_change_9_pc
feature_infos=[1.1003128008724161e-07:0.99985575675964355] [5.5082292504948782e-08:0.99985313415527344] [9.6906525470785709e-08:0.99989438056945801] [-0.99954664092592793:0.99985537157644444] [-1.7957850316368078:2.5555532651600332] [-0.7718178496207293:1.2226258716271718] [-0.63217084325161732:0.99351882056739649] [-0.95284304731763103:0.95284304731763103] [-1.0834499198064409:1.1912847947129126] [-0.49263848455597237:0.61342800956565424] [-0.71743985843780256:0.81059101959117241] [-0.42830531578572661:0.36786862812104704] [-2.5700460113483108:4.949044680007713] [-2.2572267627852134:2.3907547657243251] [-2.688979881262278:2.7136182230306032] [-1.323835099117453:1.4465188228878352] [-1.2705435062311796:1.2472213890419233]
tree_sizes=5870 5801 5811 5842 5852 5830 5862 5840 5874 5911 5891 5885 5880 5897 5871 5900 5926 5915 5937 5903 5928 5900 5940 5932 5920 5940 5917 5918 5934 5933 5944 5942 5922 5915 5934 5933 5935 5950 5975 5924 5947 5970 5961 5950 5935 5937 5920 5956 5950 5920 5944 5941 5953 5946 5952 5956 5960 5933 5978 5913 5924 5952 5962 5938 5951 5987 5925 5945 5936 5971 5939 5954 5993 5937 5973 5950 5987 5973 5957 5952 5937 5966 5957 5995 5964 5979 5942 5990 5949 5958 5960 5936 5960 5948 5912 5944 5950 5969 5966 5957

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 1 3 1 3 3 13 3 5 13 13 1 1 3 1 3 14 7 5 7 14 3 6 7 13 14 5 13 16 7 8 14 13 13 6 6 6 14 1 1 3 6 13 14 7 14 16 1 3 3
split_gain=1138.26 286.877 101.719 78.2221 68.6293 51.5414 23.845 22.7732 12.5302 12.1918 11.9315 8.36984 8.28838 7.90758 7.60288 7.37643 7.09699 8.38204 5.69403 6.94968 5.35337 4.07092 3.72349 3.40126 3.40125 3.30667 3.07413 2.87239 2.71361 2.56549 2.50817 2.36042 2.17698 2.16819 2.12776 2.12509 1.9917 1.9775 1.94959 1.9909 1.81326 1.78803 1.7785 1.83014 1.68382 1.67035 1.65305 1.59867 1.5921 1.53265 1.51001 1.48402
threshold=0.093069635331630721 0.00067734811455011379 0.30945964157581335 0.013811379671096803 0.02994076814502478 0.017866435460746292 -0.14641743456013498 0.2007510429248214 0.02913275104297685 -0.091662245336920009 0.22155312738171432 0.082213031645343007 -0.087633164603390531 0.0034551053540781145 0.0040701488032937059 0.15639489144086841 0.56120467185974132 0.09418295533396305 -0.11998907307016198 -1.0000000180025095e-35 0.2658939347050488 -0.00048702415275845803 0.010487179265480052 0.22453304566442969 0.19564606843077351 0.0013447789880702153 0.080027562809773536 -0.059237461793989019 -0.40950476153982168 -0.10133966649390728 0.029625854195696064 -0.022218228921196827 0.0067271672329829047 0.1192306967506189 0.077791967981708607 0.16375557345542585 0.24748380463387754 -0.32477724600333174 0.20629040366017667 0.011626795692824557 0.028188402764499191 0.00093565351562574517 -0.063025803538039313 0.19844581905382033 0.067256726604775635 0.0057574302068002401 -0.037689243074432978 -0.10827258494768496 -0.013546274027756008 0.053361328318715102 -0.27345543983392412 -0.027660316787660118
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
left_child=1 3 4 13 9 10 50 12 18 47 14 21 24 37 31 26 17 42 -8 29 -18 27 44 28 -7 36 -6 -11 -16 45 35 -3 41 -27 -24 -10 49 -1 -9 -40 -21 -12 43 -4 -15 46 -20 -2 -42 -14 -5 -29
right_child=2 5 16 6 15 7 8 38 30 11 32 -13 25 22 23 -17 20 -19 19 40 -22 -23 34 -25 -26 33 -28 51 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 48 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.036574646497998527 0.15309404066379617 -0.12613355724013847 0.17107919752204093 0.14021431709234458 -0.038810611796148274 -0.098950679606471983 0.060695028280761114 -0.14410760484248877 0.021113352094806869 0.055219576134584114 -0.14031432902245664 0.11209145126376591 -0.080326989468163357 -0.01846936425991846 -0.051691040420752593 -0.098788439850979737 0.18197111390906834 0.00072535920300528952 0.064796267953839762 -0.028144966032385938 0.14544932149786824 0.075714749208098009 -0.10315586367381911 -0.16176878977865328 -0.029457592870597356 -0.0063218963730192913 0.035630450313469716 0.026824393469033092 -0.12756817604473608 -0.012953896470525814 0.085578058485262121 -0.17731222226795124 -0.093852486350091968 -0.056428912364942567 -0.015796703665683611 0.072497782474786499 -0.005864060592598648 -0.14145262369377964 -0.02808312205847667 -0.12341636294074808 -0.00017302458749924695 -0.10141884827913128 0.12183162989366017 0.11876764966786618 0.1016753234882769 -0.11083678594575962 -0.060192084206119503 0.11992274660152298 0.056433958854803006 -0.040357597029968717 0.09952536595976097 -0.041478615729555399
leaf_weight=1.9671779028140033 22.385748072714705 9.995208077842106 26.768468156532435 19.802867701013838 15.437981702671097 49.377639602385898 13.548036701589806 44.009782519209693 17.418463265719765 11.356808238040687 33.234159299827297 33.732071367161552 27.352901251952062 6.9158576008703694 5.1998706506565204 16.560441137707585 151.65559325807681 4.4009850403799637 1.1871943111036678 5.1528739800269276 55.285188127392757 25.20635651603925 11.330676966737881 31.516875723082194 8.2358700538202338 30.891395178638959 8.6370698432947375 5.3819017846544739 54.008523156711817 14.309063972908918 28.599202994692405 115.38621805424827 34.840887801088684 11.971951054936651 3.705626637371096 14.97768738025661 6.2715876524671321 22.835695442132419 3.0758840821654285 7.7025199875570252 7.4490648397813919 18.7691044031817 23.016232313364526 9.1822150395601039 1.3848644272729869 6.3848994967038371 8.8344796449891874 43.626555963370947 14.902621418746998 14.868561910389188 17.421314171733684 7.7283759817109949
leaf_count=235 3083 1615 4262 2996 2599 8285 2171 6152 3001 1986 2452 6075 4935 1058 589 2445 22919 680 192 883 6606 4458 1723 3860 1272 5387 1468 845 8767 2588 5104 15483 3774 1736 614 2546 873 3000 381 828 1252 2563 3881 1131 223 978 1522 7030 2762 2670 2882 1377
internal_value=0 -0.077239 0.123827 0.0186452 0.0677593 -0.118514 0.0505133 -0.0796138 0.0306731 0.0990947 -0.144672 0.0736548 -0.0593273 -0.0938622 -0.157263 -0.0474549 0.163242 0.133858 0.0023484 -0.0112433 0.172227 0.0475229 -0.0520204 -0.13514 -0.0890286 -0.0405827 -0.0120979 0.0184456 -0.120922 -0.0439256 0.0639902 -0.173251 -0.113313 -0.0203345 -0.0816702 0.0448963 -0.0584663 -0.133166 -0.134737 -0.0963008 0.0252594 -0.126315 0.143791 0.157783 0.00174784 -0.070895 -0.045298 0.131209 0.0375835 -0.0662742 0.121227 -0.0134412
internal_weight=0 724.837 460.362 218.128 190.053 506.709 169.988 203.758 132.764 149.418 302.951 83.4055 148.97 48.1399 216.107 40.6355 270.309 63.3679 71.7682 58.2202 206.941 49.6734 23.337 90.7253 57.6135 91.3564 24.0751 24.4671 59.2084 30.7156 60.9954 125.381 86.8442 42.8633 15.0363 32.3962 48.4931 24.8029 54.7882 10.7784 27.5046 52.0033 58.9669 35.9507 8.30072 16.4066 10.0217 66.0123 22.3517 42.2215 37.2242 13.1103
internal_count=178197 107352 70845 35730 31366 71622 28877 32519 22999 24854 39103 14741 25158 6853 30314 6512 39479 9954 12348 10177 29525 8666 3618 13216 9557 15601 4067 4208 9356 5280 10651 17098 8789 7123 2337 5547 8478 3235 7361 1209 4897 5015 9274 5393 1281 2692 1714 10113 4014 7605 5878 2222
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 0 4 0 3 4 3 0 1 4 1 4 1 4 1 4 1 0 7 0 3 0 5 5 5 1 5 4 4 1 16 0 7 4 0 4 14 9 7 3 1 5 1 4 1 1 7 3 4 16
split_gain=2495.78 560.033 233.207 151.788 146.805 141.851 87.5584 79.6153 68.9908 47.9263 42.7616 39.8181 39.2559 31.7721 29.5159 29.2242 25.855 24.8213 24.5235 25.1252 22.848 19.8402 18.47 17.4285 16.0669 15.233 13.4266 13.1097 15.6481 12.4698 11.827 14.246 11.3918 11.3439 10.296 10.1475 9.91994 9.11683 8.82081 8.24393 8.23032 8.1516 8.00107 7.44304 7.40882 7.32718 7.07199 6.89282 6.67448 6.71053 7.51713 6.66416
threshold=0.14952927827835086 -0.031286241865018376 0.76606181263923656 0.020505509339272979 1.3812505565736257 0.0076784645207226285 0.05061756260693074 -0.60587769478962461 0.064861082006245865 0.0029447317356243734 0.026836167089641098 2.1184425963077929 0.39575371146202093 0.10025925793841449 0.030328026041388515 0.034134197294530148 0.99217706918716442 -0.23430934883547497 0.95918303728103649 0.1119118593633175 0.0020661713155745733 0.00089182975352741789 -0.28410577177419322 0.00089182975352741789 0.41636485298053932 -0.40950476153982168 -0.48987028460110138 0.90859082341194164 -0.50946605988818017 1.4479210507513469 0.14724783147447015 0.26528654992580419 0.0071167703692163464 0.051532184705138213 0.043135859106256225 -0.24412745618336104 0.39731045067310339 -0.43422571941531035 -0.12256601893177652 -0.09246443839802472 -0.0033372018087502397 -0.02224558591842651 0.029611760750412944 -0.51954715281676311 0.0061326380819082269 0.65915589634251437 0.97386652231216442 0.97386652231216442 -0.0084260385145238283 0.023141411133110527 0.7767269219810764 0.081489735505337793
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
left_child=1 5 3 21 13 23 10 22 12 47 44 29 17 27 -9 43 46 -5 19 24 -12 -2 -7 -1 39 -20 -23 34 -29 40 31 -28 -24 -16 41 -25 -10 51 -17 -15 -11 -4 -8 -14 -3 -21 -13 -6 49 -27 -51 -22
right_child=2 6 4 8 9 7 42 14 36 11 20 16 15 18 33 38 -18 -19 25 45 37 26 32 35 -26 48 30 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.1336701757878766 0.12882774647031112 -0.14156395366208518 0.14119947294655993 0.020373930881987658 0.045654955538655784 0.062241816080281447 -0.14716133625668237 -0.12015992174963273 -0.055323421794232164 -0.043201030586924156 -0.092310081917282599 -0.12268804150605919 -0.061027669950468266 -0.17226889015859795 -0.027421033428306592 0.053006554088214169 0.052717209986148261 -0.040334127056285085 0.038582986623687136 0.053530779145177315 -0.044129793051465555 0.00078124730714187714 -0.029351846663217319 0.076808207655247124 0.029540274837787147 0.10906376831794989 0.055765763944409769 -0.08994452360401288 0.16147008590372902 0.077683547854236312 0.0525233409755324 0.11399162096682221 0.021013875683998942 -0.077980241634184766 0.023443943695602012 0.0065653421947071203 -0.13239748238860341 -0.070662826826978248 -0.0016705840819216467 0.10879254641010312 0.039111533118120351 0.086880555319258965 -0.12422575488422537 0.078866510208359442 -0.1072591012398731 -0.025616954028704911 -0.046776636707869503 0.11231367696112445 0.13637787300492152 0.10099846789464312 -0.12860967197901024 0.007271032706335518
leaf_weight=44.467693275422789 88.500620843144134 109.6880150081779 109.6295262062049 151.00100443590782 20.420039368793368 58.545784162473865 467.41680413427093 73.137811340478947 54.151899009011686 19.277983348350972 230.77983864427733 29.380750281736255 3.8873288976028553 1.0336555931717146 123.76614521125157 40.795612390094902 16.638584363972768 121.54447683713806 19.016448451206088 26.361165322363377 83.384561972838128 22.508930068463087 83.866927673865575 83.805567302275449 30.166848727036268 27.876391980564222 61.95896787988022 2.4936537966132155 217.57378741950379 52.522074303065892 97.351575720560504 130.93798276758753 96.632192911871243 69.195761488139397 10.181571689434348 27.257489096722566 24.162374631676357 90.498851459153229 106.48575284396065 216.25596933276393 32.774408834753558 37.089197457302362 226.88316742837924 153.93527908955002 148.94729020258819 21.000268433010206 21.123529464239255 64.992956800851971 260.85841500130482 2.927358061540871 2.746754199732095 36.152799170347862
leaf_count=1329 1872 8149 1748 5071 403 1187 33833 4568 2302 290 14452 640 99 11 6620 1002 320 6000 246 444 4237 554 3412 2756 425 456 2092 24 3555 1347 3352 3092 3693 3433 156 1746 907 5653 2500 4343 576 572 16208 2856 10363 329 409 1137 5679 45 31 1673
internal_value=0 -0.0785644 0.0730978 0.0385757 0.102475 -0.00273085 -0.114511 -0.0284423 0.00893988 0.0351837 -0.0895348 0.00473262 0.0208816 0.120036 -0.0660682 0.0455191 -0.055355 -0.00670031 0.105891 0.0851769 -0.0705904 0.0870209 0.0134438 0.0807706 0.0979477 0.12537 0.0751843 0.142854 0.158614 0.0433152 0.0809539 0.0952961 -0.00238858 -0.0455569 0.120732 0.0595727 -0.0791276 -0.0467198 0.013479 0.107442 0.00862218 0.12748 -0.13967 0.0754144 -0.121817 0.0184398 -0.0909653 0.09639 0.130973 0.088898 -0.0102054 -0.0285854
internal_weight=0 2054.43 2299.56 1057.22 1242.34 660.675 1393.75 505.145 655.964 257.13 699.451 171.717 577.649 985.211 266.1 305.104 67.1429 272.545 608.243 294.818 440.816 401.258 239.045 155.531 247.456 313.425 312.757 376.968 220.067 104.574 290.249 192.897 180.499 192.962 156.9 111.063 78.3143 210.036 147.281 217.29 52.0524 146.719 694.3 157.823 258.635 47.3614 50.5043 85.413 294.409 33.5505 5.67411 119.537
internal_count=178197 123312 54885 31699 23186 28744 94568 22913 20737 5122 44527 3582 17528 18064 14621 6457 1369 11071 12009 5552 26015 10962 8292 5831 4779 6457 9090 6055 3579 2213 8536 5184 7105 10053 2476 4502 3209 11563 3502 4354 866 2320 50041 2955 18512 773 1049 1540 6211 532 76 5910
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 1 2 4 1 6 3 3 3 11 1 4 8 3 3 5 1 5 3 6 2 2 2 4 13 4 4 1 11 2 9 6 16 2 4 2 1 2 2 6 9 3 5 4 5 1 16 4
split_gain=1633.02 279.306 229.123 124.117 61.9538 54.1297 53.0073 47.7973 50.32 19.5844 17.9222 16.5038 16.4631 14.4174 13.5829 9.4007 9.92366 9.3626 9.31457 8.50024 8.22648 8.72584 7.98629 7.8343 8.07049 7.53454 7.44377 7.21375 6.92133 6.40247 6.21317 6.03373 7.839 5.83328 5.70046 7.12238 5.35771 5.28915 5.01211 9.90634 6.15257 4.99776 4.82649 4.67575 5.88589 4.62119 4.54269 4.33019 4.3148 4.97362 4.31085 4.24169
threshold=0.043262135237455375 -0.097723049111664281 0.093069635331630721 0.18732610344886783 -0.015484095434658228 0.090032529085874571 0.26511472463607794 1.4478877421205032 0.49210682511329656 0.19844581905382033 -0.27345543983392412 -0.16234152298420665 0.0028115687891840939 0.0001487507052440623 0.21322271972894671 -0.019816191800495073 -0.016256714164332099 -0.2521467169754032 0.054016025736927993 -0.48987028460110138 0.18652317672967914 0.23980697244680196 -0.45010533438107808 -0.24580263177593256 0.0034964311635121707 0.017209347337484363 0.084092263132333769 0.63658826236408961 -0.12375640807425327 -1.2409949799220306 -1.2625242022365566 0.98882344365119945 -0.01473199484160591 0.014338798820972444 0.036792252241656616 0.19564606843077351 0.0062505302658439656 0.091363936662673964 0.68617983651518044 0.0014263533521443608 0.95918303728103649 0.094496820122003569 0.56192725896835338 -0.24580666640471729 -0.0002863758941525607 0.14075656607747081 0.23583048929739875 1.2634906031246202 -0.40950476153982168 0.99807244539260875 0.0039121017328385714 -1.3139957897548891
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
left_child=2 6 4 5 11 12 10 8 13 15 51 -1 29 17 28 30 47 -4 36 22 21 -5 -15 43 48 -19 -16 -23 -7 -3 -10 46 -33 -13 35 -21 -6 -30 40 -40 -11 -12 -8 -18 -45 -14 -9 -17 49 -25 -31 -2
right_child=1 3 7 20 18 14 42 31 9 38 41 33 45 19 26 16 23 25 -20 34 -22 27 -24 24 -26 -27 -28 -29 37 50 -32 32 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.075230392474000249 0.11343330636564507 -0.010398079431080929 0.11364781248538321 -0.14078068598471655 -0.057725768930783176 -0.089907801032570969 -0.054259933396267307 0.065811566957342443 -0.048336283068407364 0.077124864439106391 0.028067981287494645 0.03953181160363356 -0.091899940799981317 0.058030543881214182 0.043577796079759222 0.074950275863759894 0.12504712259906486 0.086810067187521267 -0.09078227061148908 0.05374128437913505 -0.086479098115653963 -0.14306333571158641 -0.074014597442945668 0.098810358013444066 0.093717328794856641 0.039237679293292665 -0.01998987347402513 -0.091417175428848252 -0.011536081049978754 -0.087113710866508071 0.13896148420073076 0.018207776612295036 0.078388512576546984 -0.0041526507935818495 0.098070261627544592 -0.015974662720912285 -0.011900725240805337 -0.059338674810814757 0.082619220670418089 -0.0048110327549595981 0.1298803682978355 -0.020352654867721649 -0.1328822599512792 -0.015069800905487631 0.093638115196796504 -0.12033829771257223 0.0046808899623909566 -0.035998526794138341 0.13553358961296172 -0.090279793684257426 -0.044610658238953216 0.061927197866044864
leaf_weight=65.970413645307417 19.972581662936136 24.450576480041491 64.968950952054001 419.53504059219267 52.229515556013212 24.936720645942842 14.44092212355463 15.575172471348194 1.7775782761163998 56.444395801983774 62.665090161419357 51.397421355854021 190.22645435933373 7.5529122143052545 36.458832774296752 36.027340954402462 9.6608023981098103 82.50723002498853 43.11097929943935 71.537518270139117 39.182799947055173 42.253637397661805 11.582181752892209 10.165537515189495 74.227458744891919 55.88831674749963 37.200953228166327 75.681855986753362 57.471541151840938 52.305448597224313 219.2643122082809 33.7604091654066 60.35872384510003 75.379028227980598 20.354177936911583 18.41947689805238 49.885669371695258 38.749453841417562 57.702663801144809 16.709313812432811 36.477513426914811 32.285756057739491 17.084104036643112 9.7811547187156993 10.121875189244745 82.102571081952192 55.169124448526418 3.8877729936502865 200.66619431169238 1.597025177441538 44.004546483047307 80.73448595526861
leaf_count=3092 451 1444 2494 34776 5034 1833 877 784 16 1798 3585 4310 17685 146 2175 1209 364 5231 4007 4271 2450 3391 495 223 3773 3663 2159 5680 4136 4088 6050 774 1364 5580 545 948 4546 2902 1111 497 910 1816 1255 190 156 7127 2255 110 6888 31 3418 3446
internal_value=0 -0.07804 0.0705127 -0.0978261 -0.0024896 -0.0654906 0.0233855 0.0903749 0.0980486 0.112499 0.042776 0.0346731 -0.0868515 0.0657178 -0.0223861 0.121234 0.111163 0.0823238 -0.0518108 0.0396216 -0.13079 -0.134017 -0.0218889 0.117095 0.122152 0.0676063 0.0114766 -0.109939 -0.0429722 -0.0561056 0.137452 0.040225 0.0568092 0.0135608 0.0502933 0.039466 -0.0353451 -0.0307941 0.0823593 0.0629901 0.0978553 0.011603 -0.0969175 0.0680167 0.0402485 -0.100481 0.0181525 0.0641326 0.13208 0.0730407 -0.0677055 0.0721601
internal_weight=0 1391.74 1580.16 1164.56 337.973 587.907 227.183 1242.19 1077.32 744.511 195.658 192.747 393.09 332.811 194.818 577.177 356.135 203.364 145.226 129.446 576.653 537.471 19.1351 316.22 286.656 138.396 73.6598 117.935 121.158 120.761 221.042 164.863 94.1191 126.776 110.311 89.957 102.115 96.221 167.334 74.412 92.9219 94.9508 31.525 29.5638 19.903 272.329 70.7443 39.9151 212.429 11.7626 96.31 100.707
internal_count=177559 104694 72865 93264 26569 46967 11430 46296 41119 23326 9298 12982 33762 17793 13205 19010 12944 11388 13587 6405 46297 43847 641 11625 10915 8894 4334 9071 8871 8950 6066 5177 2138 9890 5764 5219 9580 7038 4316 1608 2708 5401 2132 710 346 24812 3039 1319 7142 254 7506 3897
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 2 1 6 0 0 6 2 3 0 1 0 1 7 1 6 10 6 3 6 9 13 1 2 7 1 3 7 14 1 3 2 13 1 7 1 10 6 1 2 6 0 2 10 3 1 6 9
split_gain=1035.26 198.352 137.612 74.1971 39.5488 39.4497 31.195 25.3643 20.6831 18.4259 15.951 18.7813 14.8709 11.072 10.422 8.84869 8.33087 7.96635 6.98598 6.31174 6.10588 6.03547 5.94296 5.63027 5.13109 4.99438 4.87615 4.59255 4.44918 4.43129 4.25429 3.90027 3.7512 3.69993 3.47271 3.3391 3.20629 3.02657 3.02372 3.88629 3.00069 2.94911 2.94874 2.93676 2.87423 3.78372 2.8351 2.76518 2.7624 2.85891 2.59288 2.97519
threshold=0.037385737523436553 -0.069170448929071413 0.12942090630531314 0.12688020616769793 -0.015484095434658228 0.19308340549468997 0.11850467324256898 0.19844581905382033 0.0096966284327209013 0.005824651801958681 -0.35299119264032192 0.011121700052171947 0.018120581284165386 0.00058532206458039593 0.11372046545147897 0.00025992958399001514 0.53707468509674083 0.0040935415221202481 0.26528654992580419 0.18926242561463016 -0.0068724420329654033 0.19966439192060001 0.048977343365550048 -0.32477724600333174 0.054758187856094334 0.086657886980778212 0.10161535441875459 0.0040949822869151839 -0.0033372018087502397 0.024829414673149589 -0.2007527435198426 0.072866392654948806 -0.2864584666262055 0.39575371146202093 0.21611923200543973 0.24542750418186191 -0.12375640807425327 0.76606181263923656 0.00095061515147633845 0.9283655881881715 0.0041651116481746077 0.063940428857158657 0.039748610928654678 5.0710861614788889e-05 -0.35299250635884799 0.0061876880936324605 0.31093892455101019 -0.031490493435164517 0.28411235567182308 0.20626340061426165 0.16427389004697432 0.043959681961728746
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
left_child=2 5 4 6 9 8 12 10 50 32 15 -12 17 24 19 -4 31 -3 30 23 37 43 28 40 -9 48 -7 -11 -6 -29 41 -15 -1 -13 42 -16 -32 -17 -23 47 -5 -10 -14 -18 -22 -46 -25 -40 49 -8 -2 -52
right_child=1 3 7 14 22 26 25 13 18 27 11 33 34 16 35 20 21 -19 -20 -21 44 38 -24 46 -26 -27 -28 29 -30 -31 36 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 51 -53
leaf_value=0.12211071301912108 0.10338172129235729 -0.063224183554616384 0.11203238451080376 -0.10537992231616854 -0.057162636187880415 -0.10549825698396161 -0.04001449858924002 0.07710818955364758 0.041308993027443813 0.065026063524592989 0.11037263381268927 0.048188234024925419 -0.094264672172267028 0.019511511129875009 -0.049936163756320782 0.12466142814289756 0.049136594341466555 -0.014057038116831381 0.052349497294425951 -0.094461791278851182 0.098572265976852327 0.051593495553607926 -0.076602252748149122 -0.11185992734142061 0.14282722789393207 0.029171128812398237 -0.03110959832472825 -0.045030173209407109 -0.0070211260819273355 0.013220009885108547 -0.058478255247696023 -0.067118140151123301 0.064311825415156287 0.082403112525237257 -0.11492210179740314 -0.096633854220295426 -0.0030455511356288273 -0.050037346770357718 -0.04403441752413239 0.10673559380251635 -0.044460555719889924 -0.012259979759935917 -0.064179436965520378 -0.027955576048223824 0.054795286720147822 -0.026036595167035766 -0.13227656778663885 0.064840824381896631 -0.12167836013025035 0.010041049320999149 0.0039368429700285318 0.099226516535571907
leaf_weight=14.061784524834364 36.810778152721468 85.602885515807429 16.84430353436619 23.930069140042178 27.755311152512149 23.479901239828905 22.617467126721749 45.829109579906799 32.841959752608091 14.662046948506029 465.05173128395109 57.28681619442068 72.222082530468469 39.285072375278105 31.968144036218291 1.0744129523518484 9.0250675198622066 53.594058023722027 37.526863073493587 104.802363218354 8.6150966025888867 60.609043949749321 31.872613425162854 96.642756180750439 16.083944875746965 35.006081735278713 14.130480224208439 14.996971908723934 48.791041863834835 100.30264165342669 13.404965280307804 5.9716639409307382 56.189371743581432 70.795172018115409 38.292177736424492 29.512611833451956 46.881694422394503 10.856209636200218 2.6732601991388973 31.236145210044924 12.267297923448494 14.944047629047416 59.741913718826254 10.87802042532712 21.319106674287475 7.9361275071278206 237.3417078176717 17.72637507552281 2.5359225444844915 22.997746014661971 6.5731662608450261 6.5187696577049792
leaf_count=418 1624 8698 303 1655 3218 2273 2176 848 1850 1556 21327 4079 8397 2416 3039 54 295 4924 2669 9650 329 1906 3683 10671 175 3065 1244 1494 5291 8084 1030 332 3165 4206 3851 3027 3834 640 119 885 1123 900 6742 558 509 587 25259 812 229 1845 315 180
internal_value=0 -0.0662838 0.0659266 -0.0869771 0.00831226 0.0161903 -0.0539396 0.0857032 0.0342346 0.0346536 0.0958199 0.101032 -0.068551 0.0578075 -0.111153 0.0494146 0.0450928 -0.0442979 0.015188 -0.11617 0.0282032 0.057773 -0.0403289 -0.122311 0.0942166 0.000436909 -0.0775775 0.0123457 -0.0252111 0.00563772 0.00227776 0.00805901 0.0759088 0.0671087 -0.0883731 -0.0723737 -0.0153847 -0.0341444 0.066771 0.0845623 -0.084766 0.0245581 -0.080655 0.00701444 0.0478518 0.0328654 -0.126375 0.0505477 -0.020456 -0.0147839 0.0897813 0.0514532
internal_weight=0 1162.19 1207.73 929.075 308.632 233.113 392.61 899.097 195.502 200.213 659.779 593.134 309.453 239.318 536.465 66.6453 177.405 139.197 145.6 474.984 49.801 132.148 108.419 370.182 61.9131 83.1572 37.6104 129.962 76.5464 115.3 108.073 45.2567 70.2512 128.082 170.256 61.4808 60.2867 11.9306 112.245 51.6358 36.1974 47.786 131.964 19.9031 37.8703 29.2552 333.984 20.3996 48.1511 45.6152 49.9027 13.0919
internal_count=177559 110270 67289 94351 26909 15919 39927 40380 12402 14717 32034 29612 32612 8346 54424 2422 7323 13622 10283 48358 2119 4575 12192 38708 1023 7315 3517 11134 8509 9578 7614 2748 3583 8285 18990 6066 4864 694 3722 1816 2778 2750 15139 853 1425 1096 35930 931 4250 4021 2119 495
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 1 1 0 0 2 4 1 2 0 2 0 1 7 5 1 0 0 5 8 1 8 4 2 8 0 8 5 0 2 0 13 1 4 1 5 1 13 0 2 6 4 5 1 13 7 16 0 8 15 4 13
split_gain=720.992 148.907 97.0388 53.9548 31.0308 17.6015 16.6477 16.5257 14.1278 11.8018 11.6094 10.5737 9.68296 9.46558 7.66714 6.86383 6.67959 5.89677 8.70397 5.42469 5.27095 5.10869 4.7715 4.64786 4.37178 4.15951 4.1457 4.55086 4.16058 3.81266 3.44097 3.20423 3.19815 3.17987 3.09195 3.06923 3.01296 2.89565 2.80749 2.79451 2.75374 2.62467 2.9698 2.4034 2.334 2.59316 2.30554 2.25776 2.19299 2.17309 2.15698 2.14014
threshold=0.049302527680993087 0.19883764535188678 0.048674501478672035 0.0092816338874399679 0.014129868708550932 0.11881154403090478 0.68617983651518044 0.037542957812547691 0.12688020616769793 0.0069114924408495435 0.0023032448953017597 0.00073002724093385052 0.98674434423446666 -0.0017940126965343883 0.23980697244680196 0.25536085665225988 0.062917832285165801 0.0010701752034947278 0.2658939347050488 -0.01258305920834398 0.24568557739257815 -0.003788707955396708 -0.15541495599233099 0.010132760275155308 0.0073635967804451443 0.15746393799781802 -0.008830967797461715 -0.25422458286932531 0.0051540499553084382 0.0078129037283360975 0.1814895495772362 0.11692033207037657 0.0092311715707182902 0.65915589634251437 0.3219298273324967 -0.1767430893477451 0.56120467185974132 0.093220191590458815 0.22763124853372577 0.29879516363143926 0.27001918289674859 0.34696933367841176 -0.52957613512925439 0.033163564279675491 0.19149067320310867 0.065126073621339362 0.00078906232442245395 0.0026664742035791282 0.0092256597250161641 -0.12419849028023884 -0.12169352346880459 0.32311041329895901
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
left_child=1 3 8 11 22 13 10 23 9 -2 21 31 17 34 -10 39 29 -8 30 -14 25 41 47 -5 -16 37 27 -12 -28 -9 48 -1 -25 -26 -6 49 -30 -15 -18 -7 -33 42 -3 -11 46 -46 -31 -4 -19 -13 -37 -21
right_child=2 6 4 7 5 15 12 16 14 43 26 35 19 20 24 -17 38 18 -20 51 -22 -23 -24 32 33 -27 28 -29 36 44 -32 40 -34 -35 -36 50 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.11413387132756042 0.0554602239487385 -0.027881209304629458 0.10382040221419045 -0.0089330537958874721 -0.054362476769468086 -0.067837284579935528 0.076978423163684931 0.052307287392595617 -0.11611034848950504 -0.086302596672549345 0.018011471330406127 -0.038727184299457006 0.031291739716782861 -0.020178680372430889 -0.10110896101368834 -0.024234736577729094 -0.022468561054621861 0.065112333044733336 -0.0078322519615842186 0.080198735518648825 0.040361691326524382 0.12245473434970272 -0.011371170538209231 -0.096235368742631361 -0.10336147109429471 -0.064146002634865265 0.1142132487912567 0.071752907860012372 0.056533205734165287 -0.024966343718319697 -0.050645047719693075 0.07849967164412347 -0.050830064675535573 -0.043133608232278374 0.0056375709346496682 0.060992653588982232 0.087404378911206101 0.018881837292757952 -0.085994026025182413 -0.10218819095676722 -0.05057774508377047 0.067763467577417011 0.10455095509823585 -0.056861361463174602 0.034018791195580454 -0.065401664259328349 0.0076487384306164197 0.049212900876935473 -0.032499907684402814 0.027334814629510026 0.015408863246496405 0.12210468528881716
leaf_weight=33.300870475708507 7.2337231270794282 1.7238638438284386 11.997323073417645 19.946517118696647 71.00922928575892 68.647218486730708 30.016661429195665 17.958774406375596 264.47085598814738 78.727776835905388 22.200469813193195 6.8405983660486553 22.307487403275445 46.671399095765082 63.564627063286025 28.295548372305348 44.3640060130856 45.561884724651463 41.800597738008946 108.36596951307729 22.986309916130267 109.2985067164409 9.4418041058815998 21.164118214306654 12.162944060371954 13.610175167501437 36.43081210841774 54.39565893287363 49.967633217682305 35.98296403864515 2.9617126093944526 6.5162176277954114 58.417393590403663 31.479230973025551 9.7666115449974296 46.992525371031661 86.800436927223927 31.96063112046977 8.2391215945826826 36.355023876196356 2.1988722663372755 32.052980482927524 78.551379088079557 43.059022497851402 30.712009337585187 2.8521519656060255 54.447823488299036 20.662933097657515 2.413817442720755 18.16307444521226 13.341072479059219 13.804959637578575
leaf_count=1015 500 54 479 2724 7873 8453 1241 1915 34246 10092 1125 480 1073 5039 5452 3262 4870 4323 2795 3325 2283 4401 1084 2672 1346 1499 1623 3364 4418 3622 255 348 7170 2423 849 3250 5107 3257 940 4779 65 1447 3167 5058 2819 176 5130 1406 143 1660 1503 418
internal_value=0 0.0520101 -0.068331 0.00457838 -0.0295985 -0.0399341 0.0790714 -0.0189677 -0.0970597 -0.0685314 0.0903762 0.0589463 0.0591241 -0.0208652 -0.106959 -0.067967 -0.00201176 0.0384642 0.025986 0.0766707 -0.00246434 0.107043 0.051225 -0.052107 -0.084368 -0.013142 0.0755826 0.0561843 0.0841548 0.00926794 0.0537313 0.100005 -0.0629239 -0.0599538 -0.0471082 0.0387146 0.0761344 -0.00430154 -0.0324439 -0.0797458 0.0458963 0.0920294 0.101702 -0.0759031 0.00302782 0.0255406 -0.00533133 0.0693174 0.060191 0.0092468 0.0509205 0.0849509
internal_weight=0 1160.09 872.102 421.438 371.404 329.302 738.655 294.085 500.698 129.021 471.422 127.353 267.233 196.004 371.678 133.298 194.557 122.755 92.738 144.478 115.229 221.627 42.1021 99.528 107.207 92.2422 249.795 76.5961 173.199 141.954 50.9374 42.016 79.5815 43.6422 80.7758 85.3373 136.768 78.632 52.6031 105.002 8.71509 112.328 80.2752 121.787 123.995 33.5642 90.4308 32.6603 47.9757 25.0037 60.3336 122.171
internal_count=178018 78638 99380 40359 40263 37294 38279 32038 59117 15650 24706 8321 13573 20800 43467 16494 19472 8757 7516 4816 12078 9069 2969 12566 9221 9795 15637 4489 11148 13662 4721 1428 9842 3769 8722 6893 9525 8296 5810 13232 413 4668 3221 15150 11747 2995 8752 1885 4466 2140 4753 3743
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 0 0 4 0 1 7 8 1 4 1 8 9 4 5 5 4 1 10 1 4 0 4 1 15 0 5 11 5 0 5 0 0 7 0 7 6 0 0 6 0 9 0 0 6 4 0 1
split_gain=512.513 127.026 52.5307 46.2217 30.5991 17.6913 17.5506 15.6957 13.2564 12.3277 8.1754 6.09688 4.9332 4.34596 4.28444 4.2426 4.19336 4.10402 3.98221 3.67876 4.096 4.59371 3.60371 3.49318 5.00249 3.45069 3.69327 3.35544 3.23873 2.3707 2.26641 3.51768 2.29738 2.25744 2.20689 2.15917 2.0896 2.07029 2.06908 2.19171 2.05517 2.16414 1.97967 2.148 1.97202 1.93847 1.9121 1.85787 1.80607 1.80537 1.78846 1.76943
threshold=0.12942090630531314 0.016023364849388603 0.56120467185974132 0.032458338886499412 0.0061876880936324605 0.10872917622327806 0.00073002724093385052 0.68617983651518044 0.13383940607309344 0.026152933947741989 0.0017579069062557083 -0.01258305920834398 0.010178332217037679 1.303608650012366 0.98674434423446666 0.0094383358285292582 0.073537831956419261 -1.2625242022365566 -0.48251533165768196 -0.51954715281676311 0.083967411000316031 0.22098495066165927 -0.010634927269171965 0.94523441791534435 -0.1123938584731899 0.0010701752034947278 2.044190423367763 0.0050320406444370755 -0.13198956850506927 0.0012537208385765555 -0.21424232877249588 -0.020245126523334368 0.2658939347050488 0.00025992958399001514 -0.20326495183177598 0.0035137303639203314 0.10718470811843873 0.0024867656818466999 0.30729676783084875 0.002375123090272106 -0.24580263177593256 0.0019062823848798873 0.00018030158389592546 0.25248373519994305 0.00011548568727448584 0.00094658115218402173 0.3584499210119248 0.0041527445428073415 -0.23401913257712129 -0.0638731452788492 0.052903622388839729 0.066648218780756011
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
left_child=1 6 4 12 16 10 42 18 19 27 51 -9 13 -3 25 -15 28 45 29 -6 21 -21 33 24 -20 -13 -27 -8 34 -4 31 -24 -32 -16 -2 -29 37 -14 39 -7 -26 -42 -1 -44 -30 -11 -10 -34 -49 50 -12 -5
right_child=2 3 7 5 8 38 9 11 46 17 49 14 36 15 22 -17 -18 -19 23 20 -22 -23 30 -25 40 26 -28 35 44 -31 32 -33 47 -35 -36 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.11928542711268508 -0.021751771794085092 -0.10399967311861613 0.094811454597769393 -0.0559595568956823 -0.050360443157918856 -0.077510632734809626 -0.084812429499155156 0.01975475830699153 -0.036085294014008278 0.029711935045069578 0.0085922747908431987 0.081391988887714803 -0.075460090193053261 -0.095694355016732208 -0.050498519207782804 -0.040739394686094901 0.11851665187663601 0.017732725517053152 0.10453520510766996 0.0098590444575752771 -0.0035119251548792851 0.048248567520381799 -0.10267715546500318 0.10786423380924173 0.018140384821689875 0.042111797631204893 -0.036548461634283096 0.0404460422806215 0.11625581704944275 0.0030962919186931668 0.11316515964325134 0.062364897757767768 0.086962861729947813 0.049314006201419951 0.061394797288905435 -0.035351978136563912 -0.088239774008851746 -0.042362553005987402 -0.093089983863714407 -0.043039135610260015 0.11487814837214605 0.065140819350708631 0.092353215031585723 0.012484424367800673 0.066698355393298367 0.083709140141258381 -0.090035161947786824 -0.010477476166025616 0.069222652682280519 -0.031351922686983287 -0.018138953222090179 -0.031480623651322134
leaf_weight=16.164484444423579 6.3989564381772652 209.58151982750132 4.4848087532445771 62.685985381147475 7.6891883461503303 46.821216371215996 11.406970890297087 34.553298917599022 27.210671560649644 11.026877901953414 61.986507266628905 18.266088461619802 55.208495470607886 34.077164195565274 2.8225175924599162 23.965031397121493 18.83420034032315 78.952525167718704 70.436238391324878 59.418202070890402 51.478936538100243 65.573013583612919 1.4528298503719259 134.5570575883612 7.6459672860801211 38.575135610881262 7.0470652175717978 4.9237058442668085 9.8404381761210953 7.5383300593821332 26.954670274048112 10.669717515818773 52.031113616656512 11.227527124574406 6.3388908476917987 15.693162596486216 63.079875297291437 28.866518106122385 35.622562850592658 30.572603328022524 10.394637131190391 56.238266449567163 12.046067414630672 4.6795739866793147 44.494983859840431 16.834334119717823 8.6663034275115916 4.0644794141408065 9.4130555044393951 26.68129126043641 41.95396690160851 56.002693495516723
leaf_count=526 338 29439 93 8537 663 6906 1634 2780 3521 605 6176 888 8398 3277 57 2106 346 8135 4332 6142 7192 6063 34 6163 441 4156 779 503 309 335 1402 413 783 487 389 2153 9677 4125 4893 4213 689 5183 683 148 3298 814 1213 232 335 4107 4861 7046
internal_value=0 -0.0491982 0.0589454 -0.0663981 0.0262032 -0.0403011 0.0286338 0.0786484 0.00644055 0.0130688 -0.0254205 0.0582851 -0.0891923 -0.0972867 0.0655766 -0.0730232 0.07681 0.0293843 0.093819 0.017275 0.0202268 0.0300029 0.0768231 0.0962456 0.0854307 0.0446775 0.0299521 -0.041337 0.0650708 0.037396 0.0832114 0.0424652 0.0885444 0.0292246 0.0196531 -0.0172309 -0.0744615 -0.0641075 -0.073118 -0.0639064 0.0672941 0.072928 0.0942954 0.0700438 0.0757082 0.0623704 -0.049155 0.0783861 0.0452048 -0.008157 -0.00219862 -0.0444157
internal_weight=0 948.833 814.317 777.105 305.944 362.327 171.728 508.373 220.036 138.838 249.31 217.077 414.779 267.624 182.524 58.0422 85.9075 106.814 291.295 184.159 176.47 124.991 118.636 279.272 144.715 63.8883 45.6222 32.0238 67.0733 12.0231 104.586 12.1225 92.4633 14.05 12.7378 20.6169 147.155 84.075 113.016 77.3938 74.2789 66.6329 32.8901 16.7256 54.3354 27.8612 35.877 65.5086 13.4775 130.622 103.94 118.689
internal_count=178018 118962 59056 103761 29474 46739 15201 29582 24794 13844 30727 12346 57022 34822 9566 5383 4680 9554 17236 20060 19397 12205 3743 16808 10645 5823 4935 4290 4334 428 3199 447 2752 544 727 2656 22200 12523 16012 11119 6313 5872 1357 831 3607 1419 4734 1350 567 15144 11037 15583
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 2 3 3 2 2 3 3 3 13 4 2 3 9 6 13 16 6 4 10 11 11 7 4 4 6 6 3 13 3 11 3 6 2 16 11 3 4 4 3 13 14 3 3 9 2 3 4 9 3 11 4
split_gain=413.479 71.8822 70.3391 37.7023 26.3888 14.4019 10.6361 10.1374 8.98829 7.68455 7.10396 6.19734 6.04838 4.92934 5.29754 4.60918 4.19385 3.97728 2.78148 2.92455 2.76656 2.68511 2.65883 2.56067 2.44239 2.55163 2.28791 2.18943 2.14806 2.11972 2.08507 2.04899 1.98365 1.93002 1.83771 1.76268 1.75173 1.7414 1.74035 1.6513 1.615 1.60714 1.71978 1.5844 2.03351 1.55582 1.54842 1.77279 1.51584 1.49191 1.49106 1.43607
threshold=0.049302527680993087 0.0087309521622955816 -0.078452132642269121 -0.067099719308316694 0.20674497634172442 0.20674497634172442 -0.28410577177419322 0.080542679817881449 0.078058896586298956 0.077791967981708607 1.2003751663587836 0.0023032448953017597 -0.30786976963281626 0.04868689461530519 0.17101369787031442 -0.0191932373284673 -0.020210696131268416 0.1780091065433361 1.4478877421205032 -0.00022207868089841717 0.002006462728112007 0.010820546509438761 0.072866392654948806 0.64985168277527328 0.38725053955037186 -0.17266241217842557 -0.23886173830281521 -0.39541161060333246 -0.16672241310128247 0.34742695954628294 0.016073468361036191 -0.59223535773344327 0.22573231292351151 0.56192725896835338 -0.021871357352197713 -0.0075038346899394927 0.0035406399983912711 -1.1452100906776816 -0.96854581834022069 -0.26265036297263572 0.25528803972550512 0.18302523645037713 0.041511568240821368 -0.76091825205367047 0.073537831956419261 0.4750210195779801 0.25226651132106787 0.34696933367841176 0.0050678643467033796 -0.24272250011563298 -0.039247915448845323 -0.21304516555496231
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
left_child=1 6 5 13 7 12 18 9 15 16 11 20 48 14 27 34 -4 26 21 -20 24 -1 31 50 -8 49 46 51 -18 -9 41 -16 36 39 -5 -33 -17 -14 -38 -7 -29 -13 -43 -23 -45 -28 47 -6 -2 -26 -19 -3
right_child=2 3 4 8 17 33 10 29 -10 -11 -12 30 37 -15 22 32 28 23 19 -21 -22 43 -24 -25 25 -27 45 40 -30 -31 -32 35 -34 -35 -36 -37 38 -39 -40 -41 -42 42 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.097565359838721069 0.046027230975257842 0.090873257108594285 -0.069794694434138244 -0.046995859058800014 -0.10209612017165717 0.024927773295507723 0.095276616627647664 -0.069293558428581689 -0.065358529032383691 -0.0091378078969299292 0.026811222251370538 0.052133947370210265 0.041815564539640221 0.09112439128778145 0.075842575273570023 0.019747845023282879 -0.06377523049712587 -0.017550718763462154 0.045613972970250626 0.098956886484077078 0.028979795908612851 0.091616016168617725 -0.073989639982068742 -0.057297682780219905 -0.099465635650008141 0.075460249747823949 -0.092259660246243463 0.035371917415953733 -0.024663175718916495 -0.1036294200538473 -0.012335358697559945 0.050592746542003797 -0.024115189750774604 -0.094348905804428396 -0.013241730770739117 -0.011960579543397272 -0.056635382488240453 0.00078592931524146779 0.002946225933408729 -0.06007645369222693 0.068485102280427632 0.028317644864447735 -0.15339915925734166 -0.053074615288250984 0.11735012021518312 -0.11326388078250627 -0.10127344721967697 -0.042188036950226042 0.087784137985499777 0.030416850552401894 -0.098587393232327042 0.044894832427933594
leaf_weight=150.13468320498941 19.612108302098932 20.01270102488343 66.090792703747866 27.821794757823227 7.4101167977642062 3.4201814822736196 73.525151006826491 61.938815929759585 29.832296878041234 61.665686512642424 56.314360869699158 83.977180537905951 13.94134127156576 23.816575068340171 4.8032366609259105 70.143375168467173 19.050319115631282 2.4339202630799255 26.684653378790244 16.763764377334155 10.25058949907543 2.5081020999932662 3.6539652443025252 40.745588052202947 1.0221412444952873 55.244700166891562 52.543144278912223 59.426482407914591 53.457795830254327 25.499869926949032 5.741571500664576 6.0628018571660602 19.102914262613922 9.4869706861645664 38.395390143923578 17.367695975895906 6.0912600422016139 39.95125456034657 24.816329156339634 6.821170279610671 19.61680319646257 1.5580435873125673 0.76158292079344381 2.8112898953258987 0.91293515055440355 111.44439582117775 18.732805634150282 14.89775871275924 15.723039319040252 5.9070212069200343 35.668131932179676 10.369769714947322
leaf_count=8468 1864 1411 10259 3984 1267 499 5048 10240 4435 8698 4383 9076 1078 823 266 8448 2972 428 1250 428 985 93 274 3391 36 4146 9409 6503 8245 3252 503 465 2023 1513 5103 1615 659 5074 3776 999 2039 207 39 175 33 20503 1899 1550 911 364 5422 1261
internal_value=0 0.0456859 -0.0582304 0.0130669 -0.0722666 0.0154028 0.070858 -0.0509179 -0.0144126 -0.0385087 0.0587617 0.0663195 0.0324991 0.0490434 0.0419407 -0.00625236 -0.0515736 -0.0938986 0.0886677 0.0662271 0.0791368 0.094895 0.00606961 -0.0747709 0.0829213 0.0682875 -0.101247 0.0523912 -0.0349522 -0.0793258 0.0459832 0.0164704 0.00542244 -0.061881 -0.0274326 0.00425134 0.0110095 0.01141 -0.00882164 -0.0316945 0.0436033 0.0498651 -0.0320495 0.0304724 -0.0109423 -0.106545 -0.080045 -0.0621528 0.0646422 0.0110541 -0.0934213 0.0752155
internal_weight=0 875.451 680.535 381.333 571.579 108.956 494.118 287.703 216.203 200.265 294.302 237.988 89.2277 165.13 141.313 186.371 138.599 283.876 199.815 43.4484 145.95 156.367 31.8877 78.8476 135.699 62.1739 205.028 109.426 72.5081 87.4387 92.0384 28.2337 120.154 19.7283 66.2172 23.4305 101.051 53.8926 30.9076 10.2414 79.0433 86.2968 2.31963 6.23233 3.72423 163.988 41.0407 22.3079 35.3351 6.92916 38.1021 30.3825
internal_count=177792 78319 99473 43085 87535 11938 35234 43666 28428 30174 24787 20404 8927 14657 13834 23993 21476 43869 10447 1678 10579 8769 2620 9241 9594 4546 34628 11214 11217 13492 9825 2346 14906 3011 9087 2080 12883 6152 4435 1498 8542 9322 246 301 208 29912 4716 2817 2775 400 5850 2672
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 3 1 2 1 3 3 8 2 4 5 4 2 2 3 2 3 5 14 3 3 3 3 1 11 10 5 5 1 4 1 3 4 1 9 5 1 3 1 1 4 4 4 11 2 4 1 15 5 3 9 4
split_gain=319.841 82.6052 43.8191 22.8556 20.4216 14.9877 14.3789 8.6787 5.93465 5.73079 4.71817 4.6058 6.06084 4.35202 4.22144 4.21527 3.72201 3.68908 3.35913 3.2177 2.9458 2.71199 2.693 2.55532 2.50132 2.45487 2.4357 2.43127 2.39715 2.64365 2.27779 2.25752 2.06938 2.17079 1.96136 1.99229 1.95374 1.85621 1.8438 1.74964 1.60392 1.56235 1.55204 1.54212 1.52941 1.51294 1.4974 1.47546 1.45521 1.46178 1.38658 1.34878
threshold=0.03085293993353844 -0.014525171369314192 0.17556013166904452 0.20674497634172442 0.061853235587477691 -0.15154502913355825 -0.059267317876219743 -0.0098770477519565126 0.1096622981131077 1.224787868149569 -0.40950476153982168 0.38244754270007053 0.0015819587279111149 0.0057952394708991059 0.013467042706906797 0.19308340549468997 0.11109126871451737 0.24406378490760081 -0.35295119674219538 -0.49100050330162043 -0.49100050330162043 0.29558382462710148 -0.28410577177419322 0.066648218780756011 0.051405552581314122 -0.0041203152344411118 0.2658939347050488 -0.38050608508023914 0.17556013166904452 -0.82488519560457341 0.18652317672967914 -0.39541161060333246 0.63658826236408961 0.0005940653500147165 0.043959681961728746 -0.23443515486622227 0.78602641820907604 0.033542621880769737 0.68062403798103344 0.068658035248518004 0.13291080444132786 0.38727579035543086 1.3812505565736257 -0.0069410668020065342 0.067607793956995024 0.10025925793841449 0.94523441791534435 -0.1057820624223564 -0.2170758714542271 -0.024365006014704701 0.022488842199063878 -1.2625242022365566
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
left_child=2 3 6 5 15 20 18 9 16 10 19 13 22 -9 39 21 30 27 -1 -4 -2 50 25 -5 31 -13 41 -17 29 -7 -6 -20 -19 -34 35 -22 -12 51 -39 -8 -32 -14 -24 46 -31 -38 -21 -27 49 -44 -3 -15
right_child=1 4 7 23 8 28 14 11 -10 -11 36 12 26 37 -16 17 -18 32 24 43 34 -23 42 -25 -26 47 -28 -29 -30 44 40 -33 33 -35 -36 -37 45 38 -40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.091222501629755676 0.07237313457872839 -0.065715056086920909 0.070456904436664983 -0.09112305970861298 -0.017548255628359637 0.0043422302882942364 -0.011665112152487266 0.10061572531789686 -0.059714094716183802 0.0032346210597327969 0.047243447499627091 0.06281424720833155 -0.027718057388544916 0.0018960059022530566 -0.045401616187098114 -0.066286376637822345 -0.061301493373710783 -0.11062627130782104 0.068656384829744038 0.049405798865866914 -0.011354846345122951 -0.10152046606363876 0.070368257175730323 -0.036519975516007469 -0.04555633555161849 0.038241933440652826 -0.013563373981070876 -0.10531053388353036 0.017853340775895728 -0.013978379173659594 0.047340093736614915 0.02800488941868199 -0.076231944154097245 -0.033803684363896393 0.080391947883315384 0.036563343819448597 0.10112078352658681 -0.049908763526722549 0.070328619109690529 0.02058113273135077 -0.020099374453633596 0.05254138392777713 0.052359432774973305 -0.07498526570139806 -0.04728306450101448 0.063823383014036075 -0.067289221533501128 0.10372548566813136 0.042362721059971423 -0.16745919327129269 -0.025529544762150282 0.075678898223882032
leaf_weight=11.496001062492722 28.862870003038552 121.8122616148903 4.5967173567041746 22.9100032616916 45.525979289188399 39.907724848744692 50.142717432940117 104.91198219102807 56.223835595381388 25.937426362826955 31.911876202910207 29.19742574589327 2.6868211665423614 2.5964077250100663 29.597336103179259 18.639787040156079 15.186435340699971 11.454614947666412 17.749903132891632 3.0359969856217495 10.972495191992492 21.137707425572444 35.096687834651675 13.744634832422888 3.8024223778629667 3.7313572664279482 9.9165765229845402 116.39621841296685 28.28683608758729 29.803481854076381 11.130574773473201 59.366587071388494 42.313098288766923 16.923668543255189 7.7484790780872563 41.322365536885627 19.008146568958182 2.5804878236958748 2.4878776173572987 25.302377912899829 5.1463887252903069 24.009032775531523 0.53111027367413044 4.3419231533771372 25.676415106063359 25.813575905805919 1.7009592072572557 48.706436817650683 19.45288617699407 0.66560664493590838 9.2696235057665017 54.547302566927101
leaf_count=482 2220 22385 184 4333 7131 4196 7505 7121 10388 2391 3376 1418 173 71 5251 2444 2431 2391 1287 155 1359 3115 2919 2332 277 140 909 25378 3939 4698 1372 6872 3265 1882 372 4500 1342 290 269 3379 867 3802 28 315 4210 2387 80 1641 1440 22 1655 5403
internal_value=0 -0.0446579 0.0512759 0.0022321 -0.068451 0.0148082 0.0119033 0.0682694 -0.0350196 0.0446733 0.0565587 0.0763147 0.0649105 0.0881795 -0.0134074 -0.0808905 -0.0169761 -0.0902335 0.0406694 0.00244176 0.0461208 -0.0682544 0.0745455 -0.0706755 0.0334691 0.0861258 0.0287385 -0.0999331 -0.00770501 -0.0152861 -0.00606995 0.0373752 -0.0716848 -0.064124 0.0334838 0.0265087 0.0662008 0.0671851 0.00915055 -0.00084826 0.0260187 0.0444507 0.0575655 -0.0320646 -0.0294021 0.0796741 0.00740869 0.0990802 0.0357641 -0.0705572 -0.0628771 0.0723281
internal_weight=0 740.395 654.922 249.235 491.16 212.581 197.457 457.465 133.213 116.347 90.4092 341.118 173.994 167.124 105.042 357.947 76.9894 205.727 92.4149 13.6756 88.9062 152.22 137.382 36.6546 80.9189 81.6352 36.6124 135.036 123.674 95.3876 61.8029 77.1165 70.6914 59.2368 60.0433 52.2949 76.7336 62.2121 5.06837 75.4451 16.277 26.6959 55.7463 9.07888 55.4799 44.8217 4.73696 52.4378 20.6496 1.19672 131.082 57.1437
internal_count=177792 116863 60929 32159 84704 25494 25053 35876 22189 10230 7839 25646 12492 13154 16135 62515 11801 35360 8918 734 8451 27155 7608 6665 8436 3199 4884 27822 17043 13104 9370 8159 7538 5147 6231 5859 7105 6033 559 10884 2239 3975 4409 550 8908 3729 235 1781 1490 50 24040 5474
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 3 1 2 2 3 3 4 3 14 1 8 3 6 4 3 6 2 6 1 11 13 2 13 1 11 6 3 4 11 6 6 11 1 10 4 3 4 14 13 8 10 1 4 4 4 1 4 1 3 10 10
split_gain=241.422 62.5841 34.8731 15.9924 15.8741 14.4542 11.0076 8.27123 6.39079 6.21397 5.08477 4.82612 3.48323 3.47036 3.41898 3.05319 3.05371 2.99251 2.66069 2.63479 2.55737 2.44738 2.43006 2.3019 2.17001 1.90291 1.82531 1.70416 1.70188 1.64324 2.6384 1.71495 1.52687 1.51082 1.48567 1.42189 1.41293 1.39705 1.39078 1.38954 1.34146 1.24174 1.21122 1.19813 1.17553 1.1912 1.1471 1.61463 1.46721 2.88867 1.1704 1.14375
threshold=0.032286684960126884 -0.025435440242290493 0.26528654992580419 0.12688020616769793 0.26511472463607794 -0.015484095434658228 -0.28410577177419322 1.3812505565736257 0.068846979876980199 -0.32171357855204535 0.064811971038579955 -0.0098770477519565126 -0.32107159221777687 0.18125560420866246 0.017253485061932302 -0.24272250011563298 0.2098067295133865 0.0044127556029707202 0.25817499869796251 0.065738473087549223 -0.00046505730116713648 0.067256726604775635 0.0029691817471757536 0.056983863666945238 0.0050320406444370755 0.014263628596253805 0.26038963084071648 0.055731546599417932 -0.1899952895718344 -0.011893005444155677 -0.33745747232732692 0.13702088980659524 0.025595880113697556 0.0031700240215286617 0.00096996577701913777 0.67767783475866294 -0.11492138751782476 0.9947593419925197 0.28816584418423824 -0.14268078005346865 -0.0015175610133073181 -0.06463796014449065 0.99654099345207225 -0.27770107034079677 0.050358480820492511 -1.2902738006549883 0.97386652231216442 2.1064547661990498 0.99873870611190807 -0.031286241865018376 -0.0060994265133873429 -0.023918262157018918
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
left_child=2 4 5 8 6 9 26 11 10 -1 -3 14 34 19 41 25 43 33 22 37 42 -12 40 36 -19 -11 28 -26 -2 30 -25 -31 -18 -7 -9 -15 -8 -5 -10 -28 -13 -4 -20 -17 45 -24 47 -14 50 -50 -48 -16
right_child=1 3 7 13 -6 17 23 12 38 15 21 18 46 35 51 16 32 24 20 -21 -22 -23 44 29 27 -27 39 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 48 -49 49 -51 -52 -53
leaf_value=0.081844482295461055 0.070709370720530781 -0.046443876595651842 -0.028827436480229476 -0.098008674711448876 -0.073156536226831506 -0.049668871345957953 0.0060496430365268444 0.042913183951650356 -0.062512214079833844 0.056943145718781354 -0.025226607793484953 0.083113834985607662 0.021978812907907756 -0.070515996618309845 -0.01270498013436213 0.031156693935210995 -0.0064532569330837952 -0.088774758229485398 0.05753294561713445 -0.061346234442480219 -0.010357838135826435 0.015274657332568609 -0.067558592444921239 -0.16079709061715045 -0.016684708528793144 -0.0054554061333138377 0.057334071604051656 -0.060364887764167055 0.02165403313994722 0.031117776806910954 -0.00060668119402682171 -0.014824434660945017 -0.07289950655187559 0.056400778281980896 0.083679189369643137 -0.041100728486586906 -0.02355249182273686 -0.075620984728959728 -0.11349715437422903 -0.026200509991292961 0.10508065509081872 0.07755394615880401 0.10052087947933544 0.0055320498548816696 0.051665318682535544 0.081938398760065478 0.0068988671131005727 -0.050562146510680119 0.091299724761505108 -0.13630171093413643 0.051693882802940308 0.036681069035177878
leaf_weight=20.419692964787828 35.657874653552426 75.354891347178636 1.1290039939340193 110.53845060876483 23.253581557029975 1.7159224747592805 24.665608776987938 28.66909124457743 59.589263821613713 31.44314384147583 34.141180515383894 58.922225160291418 6.708770467550492 50.993040614201163 5.4031356137711546 53.442690340336412 15.706718311259467 6.3485230672958997 33.886725568387192 33.907377422001446 4.9027037640335029 26.474604879003891 0.52812886622268607 1.2801952915033323 38.697227118180308 5.7827162966132155 3.4494742946117185 11.604118232833569 8.8455702164210361 35.962654065398965 4.9497540474985717 10.483504334195457 4.4186292102094731 5.9741105611356033 13.038672206806948 24.390592926763929 46.511009750254743 37.789615291287191 5.8970582891488439 4.6619074750924465 53.756431012414396 30.976166979438858 8.1711394417216052 27.715425480229896 24.232002224627649 38.042007122268842 9.9618906938121672 5.6259395811939612 0.88621010957285795 1.4439867573091749 14.075316116679462 35.105906864249846
leaf_count=1060 2684 14499 94 26838 4825 339 3186 1436 11866 2914 5776 5218 923 8244 527 6270 1970 1297 1918 7239 386 4091 21 21 6499 380 182 2133 1474 5468 588 1344 438 1088 354 2366 7180 6240 670 407 3949 2594 237 5474 4348 3926 947 668 51 66 969 3920
internal_value=0 -0.0422532 0.045477 -0.062582 0.00447569 0.0141786 0.0147118 0.0640868 -0.0414697 0.0303668 -0.0291028 0.0718357 0.0356437 -0.0790877 0.0494292 0.0227683 0.0137629 -0.0258059 0.0791456 -0.086559 0.0579586 -0.00753794 0.0848091 -0.00156843 -0.033752 0.0472521 0.0530222 -0.026779 0.0609715 0.0142761 -0.0338844 0.0207463 -0.0210928 0.0326735 0.0556874 -0.0610104 -0.0132952 -0.0923146 -0.0671327 0.0093709 0.0936085 0.0737992 0.0659233 0.022409 0.0689996 0.0798615 0.0140278 -0.0111325 0.0257974 -0.0497058 0.0331478 0.0300913
internal_weight=0 658.797 598.734 459.076 199.721 223.269 176.468 375.465 201.457 158.929 135.971 295.056 80.4099 257.619 72.6142 138.509 101.283 64.3399 222.441 182.235 46.9606 60.6158 175.481 123.853 56.6499 37.2259 52.6148 50.3013 44.5034 52.6761 6.22995 46.4462 20.1253 7.69003 41.7078 75.3836 71.1766 148.328 65.4863 8.11138 112.679 32.1052 42.0579 81.1581 62.8021 38.5701 38.7021 12.3347 26.3674 2.3302 24.0372 40.509
internal_count=177602 115188 62414 87829 27359 29862 22534 32552 36902 18506 24366 27138 5414 50927 7135 17446 14152 11356 20003 40317 2541 9867 17462 17787 9929 3294 4747 8632 4158 7421 609 6812 2408 1427 1790 10610 10366 33078 12536 589 9167 2688 2155 11744 8295 3947 3624 1591 2033 117 1916 4447
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 3 14 0 11 12 6 11 11 11 16 14 5 4 3 14 3 16 12 15 4 3 3 6 3 4 5 6 4 15 16 8 14 10 8 6 14 4 5 4 10 15 6 6 16 10 0 11 3 14
split_gain=182.533 37.8617 21.9958 9.25693 7.84582 6.69643 4.32045 4.25292 4.1931 3.83701 3.03845 2.98951 2.98632 2.71921 2.20603 2.19134 2.03653 1.96247 1.92703 1.61617 1.94976 1.58982 1.85364 1.49702 1.4733 1.42678 1.39261 1.34876 1.33604 1.27628 1.24274 1.20519 1.14672 1.11667 1.10264 1.04988 1.03981 1.03533 1.02657 1.00789 0.981606 0.961179 0.956852 0.950459 0.929377 0.91053 0.8974 0.886579 0.877717 0.877671 0.867363 0.853293
threshold=-0.015484095434658228 0.0096966284327209013 0.11453133495524527 -0.28410577177419322 0.011626795692824557 0.00046039736480452126 0.00046715306734125935 -0.42837682104105573 0.19844581905382033 -0.0034763300839359091 -0.00068107860897651386 -0.0018165940168249574 -0.030641692845321689 -0.12256601893177652 -0.43682238754146335 0.092368665546631493 -0.20803240520763208 0.27813846405522569 0.34742695954628294 0.048397486870886984 -0.50571236226039573 -0.093745620092289608 0.68617983651518044 -0.39541161060333246 -0.060998277738690369 0.17101369787031442 0.45394127814506652 0.27347387278712204 0.24856908798047581 0.022822233029927749 1.8125235854361985 -0.074952729148059297 0.011878578120623318 -0.013279330369436289 0.13772602865832759 0.0011970644557945396 -0.012267069293960991 0.1780091065433361 0.23077202218912099 1.1026718785670393 -0.46544971296475096 -0.3499763666877353 -0.020898899094539607 -0.12162155032395065 -0.40505963951974139 -0.27756034316429357 0.089869436258457128 -0.0059586786726284167 0.062111686915159232 -0.032316390251216472 0.05061756260693074 -0.018985168566124009
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
left_child=1 5 4 14 7 21 13 12 16 17 23 41 -2 28 -3 25 30 26 37 -6 38 33 -23 47 43 32 29 -20 -5 -4 40 -12 -8 -1 -27 39 49 -11 -21 -24 -7 -9 48 44 -15 -30 -43 -10 -16 -26 -14 -41
right_child=2 3 9 6 19 8 15 11 10 18 31 -13 50 24 42 -17 -18 -19 27 20 -22 22 35 -25 36 34 -28 -29 45 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 51 -42 46 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0053830650502049993 -0.050398416735474683 -0.012571439435224353 -0.045194750909230814 0.04444080314993222 -0.052632287049641707 0.02333785736058392 -0.010555520522559201 -0.0090356465058332412 0.039250638282361396 -0.075208338770766048 -0.043105069877859448 -0.018378570927960945 -0.0073331217773862567 -0.16075931050098047 0.030898146130511825 -0.035344385255350073 0.045949901760130814 -0.1057514411874716 -0.10504574156515152 -0.0022362869163034742 -0.048912935678733158 0.10141613734730724 0.081417072681699412 0.026182836277479866 -0.11180563753894715 -0.017458446292288144 -0.068430468951106022 -0.077936690574273257 -0.044588120099740766 0.0048745930935826746 0.036301897544621403 0.014664609292085141 0.016746452583277584 0.068652916626757765 -0.089211565167327755 0.098369546524091953 0.00069427299836839426 -0.049709042059751969 -0.061039876709984946 0.049776399643349144 0.07881003027592548 0.03361395833692702 0.05255288151378399 0.021922941178319097 -0.0050824750739016543 0.020360344839776581 -0.029598034767327454 0.087919037348443974 -0.060308048973341466 -0.023634836482168124 -0.037356534384831878 -0.053079602821451077
leaf_weight=3.7782677445793516 37.486711303110496 6.3421434367774046 9.3044868255092386 36.233260842171148 103.12958841174986 3.3779866395052514 27.726087306436966 8.2943751852944825 6.7728070311713955 56.086693865203415 6.6004635371136828 34.69974026989803 43.757642518117791 0.38117934844922174 5.0079468749463549 27.258591417776188 54.691562938663992 4.0437455382052567 34.337153077784023 21.15245936714928 28.549836096619401 47.607745230547152 13.917289021075705 23.621893683419334 1.2932992921269022 15.00898308594333 7.4036066299668155 40.298468541179318 2.6419713887153202 11.209823889174002 8.9913676058640686 7.9342163815745135 34.517532207377371 10.676437903777694 2.4836319299392917 11.063356019381898 42.909842967579607 22.459328223729244 3.4362120393780051 14.172244568617312 63.395362125520478 30.750861739979882 65.01027858479938 54.14769515750595 10.042132404829315 11.447720574680712 2.4094400436006245 8.4870600318827147 1.3184025450318584 8.2696968082454969 12.322010238458459 0.84118704940192479
leaf_count=214 7603 603 2073 5130 22458 182 4395 1382 378 13711 602 7297 7963 16 474 5802 7593 511 7648 4308 5767 2459 564 1710 103 2076 1362 6202 283 2297 497 689 5199 481 351 303 7347 3129 620 555 6364 4824 7987 8557 1568 1262 336 300 113 1332 2589 33
internal_value=0 0.0354016 -0.0447988 0.0134455 -0.0291627 0.0624318 0.00481603 -0.0142742 0.0510211 -0.0723244 0.0274083 0.00327227 -0.0285533 0.0148489 0.0439166 -0.0108777 0.0606845 -0.0407736 -0.0789021 -0.0453295 -0.0311437 0.0829778 0.0880544 0.0419852 0.00648887 -0.00250756 -0.0313012 -0.0904304 0.0342839 -0.0178542 0.0713077 -0.0115901 0.00458539 0.0521417 -0.0277255 0.0721115 -0.00595596 -0.0679299 -0.0104917 0.0620165 0.0760106 0.0213953 0.0489405 0.0166009 -0.0110369 0.00814137 0.0290077 0.0663886 0.0117764 -0.0357425 -0.0139396 0.0439581
internal_weight=0 637.97 511.132 352.04 325.989 285.929 274.362 169.721 183.873 185.143 53.4164 76.1544 93.5664 167.367 77.6788 106.995 130.456 31.9617 153.182 156.268 53.1385 102.057 87.6018 38.8818 117.044 79.7362 27.9179 74.6356 50.323 20.5143 75.7647 14.5347 62.2436 14.4547 17.4926 39.9941 52.4728 78.546 24.5887 28.9307 66.7733 41.4547 71.3366 64.571 10.4233 14.0897 33.1603 15.2599 6.32635 9.563 56.0797 15.0134
internal_count=177602 75522 102080 52598 65147 22924 43421 31994 18315 36933 3679 13839 18155 25598 9177 17823 14636 6243 30690 33153 10695 4609 3914 2388 18923 12021 5732 13850 6675 4370 7043 1291 9594 695 2427 1455 8782 16840 4928 1152 6546 6542 8574 10141 1584 1545 5160 678 587 1435 10552 588
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 3 0 1 0 4 1 1 5 3 4 8 3 7 3 5 4 4 7 9 0 7 5 7 9 4 1 0 7 4 4 5 5 16 7 9 1 1 4 4 10 8 9 9 5 1 3 0 7 0 12 12
split_gain=169.763 45.8394 19.9405 18.9179 17.0752 11.276 7.27178 6.96375 5.49279 4.90183 4.65497 2.96188 2.89724 2.83084 2.82834 2.68298 2.43685 2.21167 2.17188 2.16047 2.03194 1.69374 2.16244 1.59012 1.57477 1.72223 1.52461 1.52224 1.43406 1.41402 1.37957 1.30517 1.27788 1.34982 1.19577 1.17497 1.1645 1.15914 1.2469 1.15014 1.14257 1.09809 1.04028 1.02958 1.02255 2.42756 1.01044 1.00741 0.989622 0.988419 0.9765 1.09779
threshold=0.11372046545147897 -0.003622869728133082 0.00073002724093385052 0.51499781012535106 0.0035137303639203314 1.3812505565736257 0.022227994166314605 0.012200720608234407 -0.43682238754146335 0.091392273519886671 0.33575760187047377 0.010351504325243906 -0.53848959214519698 -0.0026476139167404449 0.12254510447382928 0.41054780310405725 0.38727579035543086 0.38725053955037186 -0.00029308108538010988 0.0048285153465262437 0.0051540499553084382 -1.0000000180025095e-35 -0.50946605988818017 0.0033790731841167902 -0.03646413264617699 -0.18098511177468499 0.9283655881881715 0.017008867114782337 0.0071316547152851344 0.46147578404170858 -0.035862300205321641 0.23980697244680196 -0.27374190846085689 0.015945914047365815 0.065126073621339362 -0.054768704124083467 0.82130262255668651 0.0005940653500147165 0.64985168277527328 -1.0187082173190147 -0.0067098505915709093 9.2739290522896519e-05 -0.031296666527366131 -0.017298199179230766 -0.38050608508023914 0.99570447206497203 0.57139897759770986 0.06936234608292581 0.0043377332136603523 0.036223595961928375 1.0529679114599151 0.91865210107252193
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
left_child=1 4 29 9 19 8 23 11 -5 20 26 31 -8 27 18 16 17 -12 -9 28 -4 47 -23 -6 -15 32 43 -14 -1 35 34 -3 -26 49 -24 -2 -18 -33 -39 -21 -31 -7 -20 -10 45 -38 -16 -22 -42 -34 51 -46
right_child=2 7 3 5 6 41 12 14 10 -11 15 -13 13 24 46 -17 36 -19 42 39 21 22 30 -25 25 -27 -28 -29 -30 40 -32 37 33 -35 -36 -37 44 38 -40 -41 48 -43 -44 -45 50 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.050128565835260042 -0.039049796510961986 -0.09460218697063727 0.039167533719751471 -0.0090912926332844014 -0.074409921662525816 -0.00038353492692231824 0.05476692969436036 -0.052092391874893298 0.028807706610032038 -0.049591250527262459 0.06143070023698334 -0.05514617161614304 0.0005242724840008187 -0.061253884508957274 -0.059955007055777498 0.012840733300048028 0.036225628311708676 -0.041895747026189964 -0.076048398769264475 0.093684855534146683 0.0043925317474918955 -0.048577286061254582 0.034457252977465297 -0.030471595335865839 -0.03842386856048971 -0.019490179619441137 0.097233373681752056 -0.039755813023189264 -0.011095763084103594 0.044943568145520245 0.0021170069410344963 -0.084118530182415413 0.013793518189603615 0.025718966705414476 -0.018094529344367349 0.095461995281335046 0.094711273235345367 -0.089057219982954502 -0.026231700977455308 0.047696891319997582 0.08584101936710814 0.042905011888012982 -0.0220085860266328 0.075694704968673532 0.073465922862339883 -0.11124122082606534 -0.093469672892075167 -0.023750933180367619 0.045439339652295345 -0.022041343139249797 0.10064125403186704 -0.0091826353317970913
leaf_weight=10.830936240156008 0.649364089127629 67.714463703297952 25.427707434362674 9.8901327017229033 21.270680096939032 36.725299711513799 7.23394177002774 66.050279585426324 5.1768014350673175 13.438514605273665 4.0568406392412708 43.50695890384668 12.547375730871861 4.1111616422567741 43.600923274560046 16.61384275672026 9.2109665984753502 4.1971038489136845 3.7993507670180398 14.045411741768477 39.577298486081418 4.6823149893898508 51.212556831636903 13.496660642791538 5.1322685512714079 27.828715229436057 38.799622762671788 37.169089486342273 5.9014665073409551 13.564337701071052 25.937941107767983 26.235275176804862 17.125530018725843 38.477296799479518 4.7188345739559727 48.515582426160108 1.4115575626492494 4.8581335943963486 9.0392185838281858 8.9774545480904617 33.654651278600795 6.9547596146585411 54.259333461213828 52.172764786701009 17.497863649550712 0.93716635851887975 11.427176230543408 18.721614727335691 7.4755387961049555 13.951885989481523 14.192134868790161 1.7654373727855261
leaf_count=1270 40 19648 2924 780 4817 3960 728 16441 624 3144 629 9484 1696 432 11449 936 2308 254 569 631 6189 559 8083 2896 714 5953 4120 6652 570 756 5904 2743 2409 5493 495 2600 163 1380 1234 1062 1367 658 11852 7184 2984 50 2494 3567 287 2175 2464 189
internal_value=0 -0.0373193 0.0422587 0.0321941 -0.00386677 0.0520022 -0.0158569 -0.0614184 0.0632925 0.00851424 0.0676047 -0.0772137 -0.00702686 -0.00989187 -0.0480666 0.047943 0.058883 0.00891218 -0.039689 0.0559344 0.0131046 0.00852523 0.0173986 -0.0573771 -0.000702361 0.00173602 0.0818838 -0.0295934 0.028546 0.0813307 0.0211816 -0.0861056 0.00964772 0.0132036 0.0300193 0.093672 0.0680385 -0.0717343 -0.0482786 0.0758026 0.0702105 0.00652339 -0.0255669 0.0714725 0.0762009 0.0123179 -0.0669423 -0.00464966 0.0785205 -0.00229754 0.0806769 0.0658899
internal_weight=0 568.591 507.179 403.319 238.1 219.602 198.345 330.491 175.922 183.717 166.032 151.354 163.577 156.343 179.137 69.8829 53.2691 8.25394 124.109 39.7553 170.278 144.851 86.5516 34.7673 106.627 102.516 96.1492 49.7165 16.7324 103.859 81.8693 107.847 74.687 69.5547 55.9314 49.1649 45.0151 40.1326 13.8974 23.0229 54.6945 43.6801 58.0587 57.3496 35.8042 2.34872 55.0281 58.2989 41.1302 31.0774 33.4554 19.2633
internal_count=178010 114792 63218 58168 37498 27303 33965 77294 22685 30865 21905 34489 26252 25524 42805 9977 9041 883 28862 3533 27721 24797 15041 7713 17176 16744 11928 8348 1840 5050 14482 25005 10791 10077 8578 2640 8158 5357 2614 1693 2410 4618 12421 7808 5850 213 13943 9756 1654 4584 5637 3173
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 1 0 0 1 5 1 5 2 0 7 0 6 2 6 15 2 6 6 6 2 9 15 6 7 5 2 9 1 5 5 8 16 2 5 15 1 9 1 2 0 1 5 2 0 1 9 7 9 9 7
split_gain=144.89 45.1965 18.672 11.8385 8.99905 5.66651 7.22525 4.66729 4.59206 4.54694 3.63575 3.36643 3.17297 2.86492 2.54222 2.47016 2.04768 1.98655 1.92995 1.74448 1.69245 1.76077 1.6589 1.58609 1.70715 1.64764 1.35899 1.89389 1.35514 1.34572 1.33793 1.58413 1.25914 1.25867 1.25278 1.24548 1.18951 1.15137 1.14963 1.11705 1.08192 1.07596 1.06039 1.02271 1.01485 1.01425 0.988313 0.974473 0.967667 0.955151 0.943803 0.934443
threshold=0.067607793956995024 0.12655630707740786 0.033867489546537406 0.0048114079982042321 0.00046039736480452126 0.45082636177539831 0.26054478886761712 0.040484977886080749 -0.43682238754146335 0.22103398293256762 0.016023364849388603 0.001442677261296893 0.15451644361019137 0.18926242561463016 0.010132760275155308 -0.24324238225387546 0.20678616471222713 0.00066919828532263647 0.19965738377564782 0.18517252525559055 -0.23886173830281521 0.45363503694534307 -0.022331159904683904 -0.10173861457051876 0.22075609283554806 0.0051499558879228658 -0.23443515486622227 0.99661931395530712 0.017410526863084797 0.11154494807124139 0.26697168147603462 0.21176450608522226 -0.011106911643369128 0.0054654162492203031 0.99226525425910961 0.29413701643558221 -0.073390723328477375 0.23696386814117434 -0.031296666527366131 0.096403937786817565 1.6029007383622232e-05 0.00046039736480452126 0.98882344365119945 -0.39112838112770382 0.011617236305028202 0.30729676783084875 0.0065457131713628778 -0.039747251389632969 0.082829790283279262 0.0032373226381466978 -0.033762494461383005 0.0018596935266007488
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
left_child=1 3 13 23 35 19 8 14 -7 10 28 29 33 20 46 17 50 42 -17 45 30 -22 -13 24 -1 -26 27 -23 -4 -12 31 -2 -10 -9 -33 36 49 -11 -21 -24 43 -25 -8 -34 -42 -6 -5 48 -35 -3 -15 -16
right_child=2 4 9 7 5 6 15 12 32 37 11 22 -14 16 51 18 -18 -19 -20 38 21 26 39 41 25 -27 -28 -29 -30 -31 -32 34 40 47 -36 -37 -38 -39 -40 -41 44 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.03561365852746811 -0.067929599557399675 0.02202008879104277 0.0087667716278151189 -0.034907163138475299 0.03272994284760599 -0.0012731285312723765 -0.015561428559495855 -0.0085516718724821736 0.05200406273546411 -0.06597718869693632 -0.052439503010032008 -0.059441439141624003 -0.053001977861970695 -0.09610209390690444 -0.050208344352619665 0.073721996821895189 0.020597346528111814 -0.059667884722423119 0.02543381377422109 -0.059499342593339388 -0.073085758130009545 -0.087906356747167472 -0.0161472555184058 0.079990293268683385 0.022495613000760084 -0.12088553651959587 -0.10972879070551377 0.020530431086764479 0.074735998397088541 -0.02155588790647768 -0.087125131760006053 0.012973248874860814 -0.1601169963856979 -0.0058361089985880391 -0.09188593814580151 0.059326216856081207 0.094095245676652672 -0.023642215597713869 0.0084138174010291705 0.01397641903352518 0.081651448294568801 0.041479134285338851 0.041193331869687579 0.034222025119192603 0.056746343934457905 -0.078782979738870787 0.022061996067570214 0.014680784577840819 -0.12693993260765937 0.080998237205055001 -0.054320285006118157 -0.025943580572715619
leaf_weight=9.0324668945249851 10.912616973517293 4.4815454914059938 12.212543143454242 4.2869732222789017 65.692133465585357 9.8508152072317881 6.3729101758217457 53.163999225605949 31.463636695269088 31.151266966491676 38.023868459829828 5.3623394816531791 11.048546877151237 6.1722659448569166 40.027891675148567 10.717214932286877 3.40559474438487 5.1099650122923768 36.322240819921717 2.7347023660549921 42.174955066515395 11.248715020905363 24.390478157183679 11.675437414523914 1.5908072647798683 1.5881311577104495 40.043632211076329 1.8724092188349448 4.1646797715802668 22.487714649796544 11.931122232082997 5.8146352976036715 0.32432157173752774 2.1864241192379263 1.3985262727364896 21.966324561624788 48.876452456606785 8.1254646871529967 26.398300226206629 24.817982913686137 77.346076198940864 19.356062925835431 6.7763981024036184 1.2845513787469816 20.999087849777425 0.8097159272438138 10.392801683585274 64.230463633204636 0.92849623184883956 7.1433946304023266 45.019047297497309 26.407867130070372
leaf_count=943 2989 303 1842 1115 11643 796 719 9509 4684 9050 9201 824 2375 984 9955 1410 730 572 2802 376 12912 3553 5185 709 131 121 15317 397 269 4572 1258 928 15 260 129 671 2581 1985 3255 5116 11723 2600 428 107 4225 182 2301 10928 75 333 7456 5466
internal_value=0 0.0288751 -0.051079 -0.00369053 0.0505398 0.0425452 0.0518625 -0.0133896 0.0645773 -0.0273842 -0.0184596 -0.0247333 -0.00175615 -0.0735502 -0.0322529 0.024345 -0.054395 -0.00686818 0.036459 0.0224144 -0.0818815 -0.0884161 -0.00671941 0.0439965 0.0134417 -0.0494057 -0.100549 -0.0724255 0.0256048 -0.0409719 -0.0611141 -0.0439248 0.0695129 0.00294922 -0.00753153 0.0798205 0.087242 -0.0572336 0.00200677 -0.000955001 0.0750142 0.0560059 0.0137027 -0.00626177 0.0763447 0.0313517 0.00540327 0.0120282 -0.042445 0.0583291 -0.0593893 -0.0405727
internal_weight=0 640.586 350.73 255.916 384.67 302.202 206.567 212.673 141.268 170.736 131.46 115.082 131.558 179.994 81.1155 65.2987 54.5969 18.2593 47.0395 95.6349 125.397 95.3397 54.5708 43.2429 12.2114 3.17894 53.1648 13.1211 16.3772 60.5116 30.0569 18.1258 131.418 120.509 7.21316 82.4677 60.5014 39.2767 29.133 49.2085 99.954 31.0315 13.1493 1.60887 98.3452 66.5018 14.6798 67.3454 3.11492 11.6249 51.1913 66.4358
internal_count=178010 93313 84697 46488 46825 42937 27481 41984 21550 38044 27009 24898 23147 46653 18837 5931 9170 1719 4212 15456 37483 32179 11125 4504 1195 252 19267 3950 2111 13773 5304 4046 20754 20772 1057 3888 3217 11035 3631 10301 16070 3309 1147 122 15948 11825 3416 11263 335 636 8440 15421
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 1 3 1 3 0 8 2 0 16 2 4 0 2 4 8 1 3 4 1 11 2 13 0 4 1 5 1 6 5 0 5 2 13 5 13 16 13 6 6 6 2 8 11 1 3 13 0 2 4 6 11
split_gain=111.763 32.9767 14.1487 13.5551 5.77053 4.94085 4.4668 4.1264 3.31397 3.00648 2.97506 2.81602 2.62855 2.45485 2.32009 2.17721 2.17458 2.0265 1.90526 1.88604 1.73164 1.73027 1.59802 1.53506 1.4917 1.47055 1.68149 1.38507 1.37215 1.37092 1.30886 1.30399 1.29923 1.22497 1.1853 1.35645 1.17187 1.09562 2.12965 1.06059 1.03052 0.984011 0.968452 0.964787 0.93353 0.903743 0.909879 0.884829 0.87406 0.854985 0.848573 0.81772
threshold=0.026094062253832821 0.031030965968966488 -0.13199661253020165 0.22862926125526431 0.062949791550636305 0.00058532206458039593 -0.0029440248762378674 0.096303079277277007 0.017535307444632057 -0.021871357352197713 0.12973782420158389 0.63658826236408961 0.0012537208385765555 0.0014263533521443608 1.1026718785670393 0.012552347588327979 0.78602641820907604 -0.050678686005994671 0.10025925793841449 0.36409355700016027 -0.0087922304133571452 0.0021021919092163448 -0.12897687988611972 0.00011548568727448584 -0.1123938584731899 0.00093565351562574517 0.24856908798047581 0.78602641820907604 0.022822233029927749 0.2625702013776684 0.0012537208385765555 0.29415837732781763 0.39760011434555059 0.12717667756762102 -0.38050608508023914 0.031088206666702787 0.020997462119353109 0.16711519556181842 -0.34947356988215045 0.26038963084071648 0.34154477814074463 3.1887308068689897e-05 -0.0030485418330567378 -0.01369814815433835 0.12367122992873193 0.34742695954628294 -0.17713451716030276 0.039144990965723998 0.0012919788132421675 -1.0492694159390941 0.26038963084071648 -0.01473199484160591
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
left_child=3 10 8 5 7 -1 14 9 39 37 12 20 -2 -7 16 25 51 47 27 32 -12 29 -11 28 -18 -13 -27 30 -16 41 -8 48 36 -10 -19 -36 -9 -4 -39 49 -32 -20 -33 -31 -24 46 -6 -15 -25 -3 -23 -5
right_child=1 2 4 6 45 13 18 19 33 22 11 15 -14 17 23 -17 24 34 21 -21 -22 50 44 31 -26 26 -28 -29 -30 43 40 42 -34 -35 35 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.061943025328411574 0.081626710806466551 0.076114786415897792 -0.033296817372786967 0.058219151929319257 -0.071292919639018903 0.051612568265676464 0.10099396378535913 -0.048970418615386146 -0.0036736744457165405 -0.026682629578309598 -0.035848051659620954 -0.079468691074400133 -0.048752184401647004 0.021177738719543079 0.10431475124882375 -0.023575781425877233 0.088875513354274738 -0.063981459466437338 0.031100724776061267 0.015876533197203977 -0.091145698333861144 0.039249592587751771 0.0041459131198193569 0.016033150915095867 0.051857636330655578 -0.075514484263623421 -0.010171575483966399 0.10271580658262787 -0.0018080172407434856 0.011513104552159203 0.056992486585063076 0.083358233530375025 -0.0800367182836388 0.032878308574214997 -0.025658029248024447 0.0069355871460939217 -0.01490495498900859 -0.12970159268700401 0.020018832429737666 0.014809931028578707 -0.037655395047584063 0.08781189278958465 -0.14564521935612543 0.05823255575789768 0.028640726498309316 -0.0719489089695209 -0.03615312024689591 -0.01540799556818806 -0.02320365086256488 0.039864357136350399 -0.018236439132451158 0.022853499704515015
leaf_weight=17.902515859459527 1.5756050852942269 13.559135811461601 37.031315068932599 8.227495056926271 9.3129169856692879 10.495972370215894 7.234248554013905 27.568065879066125 30.153723482093483 12.566137867459473 6.2450906929188923 32.774138154796674 55.09186161874095 42.441637650765188 3.7582442254642947 14.83030736215005 13.870198467870066 4.0825480204657643 3.5163508009281967 5.9868280376322209 64.145563907375617 12.686193296161944 48.80699971154354 27.386956844566157 51.336510588080273 7.7120535800713688 8.0417531923740153 19.967807978806377 1.7979527165880425 5.2641170251881695 13.460431318562767 3.3968750387430195 8.1373951940659008 13.155032765323993 23.688488555064396 27.66176632864881 15.962478359040686 1.0457437524455588 8.9006091406263277 7.0035878502530968 1.2457328538876016 24.919788579965825 0.17952571995556255 27.880691354395822 22.827566254629346 14.876329762693784 35.643071023103403 7.8163332991061898 7.1445646146021309 12.646647060653777 3.2071337520756051 31.859127042589535
leaf_count=1080 132 882 7762 935 2684 2265 429 7029 5144 2423 1505 6072 15033 6529 123 2923 1735 663 218 1407 23189 2869 9451 3025 6554 3316 1294 2531 71 312 2079 478 2495 2275 5503 6071 3902 65 1812 553 165 3328 4 1201 4451 3941 9689 1504 1257 2053 363 4945
internal_value=0 -0.0312849 -0.0119312 0.0390333 -0.0235019 0.0130682 0.0520064 -0.0149243 0.0256675 -0.0051224 -0.064332 -0.0724721 -0.0451029 0.0055291 0.0404471 -0.0571455 0.0484841 0.000944802 0.0664212 -0.0372177 -0.0862499 0.0571017 0.0061858 0.0210546 0.0597536 -0.0673922 -0.0422078 0.0836188 0.0700767 0.0646948 0.0661703 0.013878 -0.0433731 0.00743783 -0.0122382 -0.00810388 -0.0364898 -0.0253854 0.00407623 0.0494245 0.0489396 0.0808227 0.0712061 0.0508225 0.0119567 -0.0505606 -0.0434576 0.0154844 0.00790738 0.0586592 0.0276421 0.0301344
internal_weight=0 515.6 325.184 402.429 248.665 134.089 268.34 188.833 76.5181 131.178 190.416 133.749 56.6675 116.187 148.957 63.3583 105.293 105.691 119.382 57.6548 70.3907 77.4743 84.2007 43.6641 65.2067 48.5279 15.7538 41.9082 5.5562 61.5809 21.9404 38.1079 51.6679 43.3088 55.4328 51.3503 43.5305 46.9777 9.94635 33.2094 14.7062 28.4361 3.5764 33.1448 71.6346 59.8323 44.956 50.258 34.5315 26.2058 15.8933 40.0866
internal_count=177719 121482 68018 56237 57111 23615 32622 40797 10907 25964 53464 38299 15165 22535 19127 13605 14169 20270 13495 14833 24694 8291 16325 4958 8289 10682 4610 5204 194 5059 2673 4764 13426 7419 12237 11574 10931 9639 1877 3488 2244 3546 482 1513 13902 16314 12373 8033 4282 2935 3232 5880
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 1 3 1 3 8 2 2 3 3 5 3 16 8 5 5 3 1 2 5 14 5 7 1 16 2 1 1 2 7 1 5 14 1 1 15 2 14 5 5 13 1 12 6 5 16 1 16 2 3 5 6
split_gain=93.2991 30.3345 12.3493 9.29995 5.42575 3.65026 3.48714 3.09546 2.85301 2.37957 2.24314 1.88271 1.87349 1.71838 1.61278 1.5796 1.7719 1.53545 1.52698 1.43851 1.34764 1.30855 1.38068 1.20632 1.20282 1.1847 1.16919 1.07045 1.28531 1.04708 1.0418 1.03382 1.01414 1.01223 0.984764 0.980781 0.94132 0.934239 0.930037 0.914341 1.25315 0.955071 1.3643 1.15578 1.1336 1.07689 0.893207 0.878493 0.865631 0.861693 0.858042 0.850328
threshold=0.020753292366862301 0.030328026041388515 -0.13199661253020165 0.19883764535188678 0.062949791550636305 -0.0031466208537187638 0.066613551229238524 0.21346461027860644 -0.063025803538039313 -0.24272250011563298 0.23583048929739875 -0.36253310248139309 0.024458226763097401 0.013938205484116877 0.2625702013776684 0.26054478886761712 -0.28410577177419322 0.17556013166904452 0.0021021919092163448 -0.051462781298119292 -0.22314060609328845 -0.061768779134138203 0.038206363116068426 0.74657899141311657 -0.021871357352197713 3.1887308068689897e-05 0.98674434423446666 0.0029288053046911959 0.0054515923839062461 -0.035672184338324475 0.47200432419776922 -0.38050608508023914 -0.2973319368385004 0.82130262255668651 0.0061326380819082269 0.054204343834143277 0.35048963129520422 -0.06536270941159035 -0.38050608508023914 -0.20326495183177598 0.063080562324846087 0.99465543031692516 0.86507663643354227 0.01853025412631654 -0.39112838112770382 -0.036165969583144351 0.10161535441875459 0.023554828969135119 0.0023032448953017597 0.34742695954628294 -0.20326495183177598 -0.43267688001247057
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
left_child=3 7 11 8 6 15 17 9 20 -2 31 37 30 -12 18 19 -17 24 25 21 -1 22 39 49 -4 -7 -18 -10 -29 -11 -8 -9 -13 -21 -31 -23 46 -3 -30 40 -5 -42 44 -44 -43 -45 -14 -40 -22 -6 -39 -20
right_child=1 2 4 5 23 14 12 10 27 29 13 32 36 -15 -16 16 26 -19 51 33 48 35 -24 -25 -26 -27 -28 28 38 34 -32 -33 -34 -35 -36 -37 -38 50 47 -41 41 42 43 45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.061142929127540262 0.044875108093639621 0.061020285448903269 -0.023655637294957288 0.065289991187823346 -0.042327427679679806 0.027242697287086878 -0.041893129308151075 -0.053843454370422317 -0.057081196615215074 -0.014146093508353925 -0.064827121114737193 0.071767301637063213 -0.018344329536933667 -0.017909946452985222 0.047574887875385559 0.046362355571104338 -0.0052854033818583879 0.022620334924466336 -0.1427694068803137 0.04661993052788882 0.051158178802397182 -0.03945747555723457 -0.030214354078301482 0.049470064183514045 0.0018910175892960586 0.089548545851168754 0.035479788602314141 0.027981919051361128 -0.066845719284324631 -0.075076847838039862 0.017032982562499244 -0.089356565411280897 0.0076254493317453008 0.087097915362917749 -0.045151648066986745 0.053367583852379163 -0.056843538714529455 -0.00076559105362974987 -0.019590413320905106 0.065989988840602892 0.032998667062609503 -0.11499730075221648 0.01866475409901355 0.016797441623051527 0.089257559478683773 -0.18254249080813484 0.016636129496239091 0.013947043770994427 0.01433421122509484 -0.071029520582913883 0.043028294933849132 0.056628686318551315
leaf_weight=11.590389692886673 2.858232246595434 14.952812377865483 27.467881659245904 10.134806550820938 42.678807690481335 3.3282029168913132 51.585830173029535 9.8407051917747577 3.3325822909609988 8.0018705413094704 35.273650315248233 2.5969920061761504 15.997690723357666 10.045239293453049 40.311619331652764 23.841871563898167 18.920052562898494 23.057066335102718 0.19918169628363358 11.751536927225972 8.1042334383237158 3.4498768966877824 2.3692876302520736 1.2479010043607548 55.9356854258167 39.441191023404826 11.179779372003393 13.119482430603965 2.5397137455001895 14.789329951207035 3.1763877730845698 52.29506014629078 43.229643920039962 13.208839469865778 43.552582648499083 1.6772861219942568 3.5433305442638803 6.8479540495900446 16.92205807265055 17.416443151392745 15.056036030422549 0.32758271083002899 0.83682151501125224 0.36515095276990894 1.2795913360896514 1.0032880530925465 13.395992504458262 14.47609004213882 29.951534016843652 13.92776564228552 12.883653829947434 29.876939514611877
leaf_count=956 387 1636 5811 1391 12590 264 13726 2106 1001 2386 6099 265 3794 1756 2498 1337 2262 4774 10 2004 1395 338 318 275 10794 5172 972 2914 395 4389 755 23978 7262 2802 13013 145 1206 1010 3924 4002 2542 26 160 45 158 45 3130 3241 4773 3995 1978 5514
internal_value=0 -0.0272858 -0.00949434 0.0400087 -0.0203865 0.0504633 -0.0123748 -0.0607709 0.0142977 -0.044255 -0.0713983 0.0245972 -0.0271382 -0.0544386 0.0636646 0.0392093 0.0260079 -0.000210571 0.0725547 0.0482296 0.0313071 0.0390175 0.0440663 -0.0472621 -0.00652566 0.0847133 0.00986762 -0.00246565 0.00142209 -0.0481058 -0.0384708 -0.083749 0.0112865 0.0680868 -0.0527579 -0.00901228 -0.00828579 0.0421693 -0.00885442 0.0478676 0.0369517 0.0216838 -0.0229473 -0.073769 0.0468308 -0.129813 -0.00240178 -0.00412885 0.0221961 -0.0494093 0.0278423 0.0552255
internal_weight=0 509.182 332.525 346.011 252.014 245.975 194.16 176.657 100.036 69.202 107.455 80.5111 87.6992 45.3189 113.157 132.818 53.9417 106.461 72.8455 78.8765 49.6462 53.9162 48.789 57.8545 83.4036 42.7694 30.0998 50.3899 47.0573 66.3438 54.7622 62.1358 45.8266 24.9604 58.3419 5.12716 32.937 34.6844 33.9379 46.4197 29.0033 18.8685 3.81243 2.20526 1.60717 1.36844 29.3937 31.3981 38.0558 56.6066 19.7316 30.0761
internal_count=177719 127115 73001 50604 60850 32005 43990 54114 18599 20175 33939 12151 22611 7855 13458 18547 4571 21379 10960 13976 7124 9170 8687 16860 16605 5436 3234 11475 10474 19788 14481 26084 7527 4806 17402 483 8130 4624 7560 8369 4367 2976 434 250 184 90 6924 7165 6168 16585 2988 5524
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=2 2 3 0 1 4 3 13 0 0 4 1 1 16 8 8 14 1 1 0 1 4 1 0 6 6 13 13 13 14 3 7 4 4 1 6 6 6 6 2 4 1 6 1 8 3 6 4 4 1 0 12
split_gain=75.197 26.7609 15.8539 7.5267 6.76217 6.57153 5.81066 3.81436 3.26874 2.6333 2.44117 2.1152 2.03831 1.92113 1.84719 1.77201 1.7149 1.64558 1.5569 1.54784 1.43433 1.56766 1.37127 1.26591 1.25872 1.17106 1.61216 1.12516 1.08427 1.03583 1.0187 1.02642 1.01263 0.99244 0.950074 1.10872 0.935188 1.26641 1.08538 1.06318 1.01506 0.950125 0.9195 0.895795 0.889832 0.885662 0.880522 0.878756 1.01347 2.63423 1.15793 0.866887
threshold=0.017797934822738174 0.2286939546465874 -0.13199661253020165 0.00035606228630058473 0.53707468509674083 1.3812505565736257 0.040144948841771118 0.10023433121530829 0.012295831460505726 0.0035137303639203314 0.10025925793841449 0.26528654992580419 0.99356287717819225 -0.014394452274801616 -0.023901600496468528 0.012552347588327979 0.32412157577206008 0.18652317672967914 0.99654099345207225 0.22191061824560168 0.088555935770273222 0.35896788710947009 0.012708989437669517 5.9903220972046263e-05 0.25932014766381117 0.19844581905382033 0.402990294364512 0.17040183823470664 -0.28836814232933777 -0.22314060609328845 -0.59223535773344327 0.09585904556980869 1.4042160786538525 -1.2949229549603023 0.00093565351562574517 -0.24580263177593256 -0.23886173830281521 0.26038963084071648 0.26240932609618212 5.865473895028118e-06 0.13291080444132786 0.99570447206497203 -0.33745747232732692 0.04949502460658551 -0.0098770477519565126 -0.0051368204876780501 0.15004019945932764 0.65915589634251437 -1.2196248594557513 0.51499781012535106 0.0048114079982042321 -1.0304262172233341
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
left_child=3 2 8 23 14 10 7 9 29 45 -6 16 19 -11 -5 20 24 42 36 -7 21 -3 -16 -1 -8 -25 -27 -10 -15 -2 -24 47 -14 -31 -23 -36 -12 39 41 -38 -41 -39 51 -30 -26 -4 -37 48 49 50 -32 -9
right_child=1 15 6 4 5 12 11 17 27 13 18 -13 32 28 22 -17 -18 -19 -20 -21 -22 34 30 25 44 26 -28 -29 43 33 31 -33 -34 -35 35 46 37 38 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.084669219219186076 0.078069372357226663 -0.090029978479758035 0.07540070178342928 -0.021557068471903893 0.077208648655288023 -0.0022210263706087725 -0.048015176962424924 -0.096499633937392401 0.0018272411224622975 -0.038397943183837796 -0.0082957375706816782 0.016065707496005506 -0.084263007230514428 -0.052621268759421573 -0.020169509858841875 -0.041215466568200167 -0.1006687335535482 0.037098002493446525 0.083813652702902905 -0.1155148190668735 -0.039828502566267077 -0.073584115660591684 0.070752044255290622 0.072668876232971094 -0.056138406189232361 0.045006433248647032 -0.08578921521863464 0.036682353536443772 -0.027302338126542664 0.079383442202025867 0.066866120805573262 -0.053822018039756662 0.046917536238278879 0.030276304378095253 0.014713903438184142 -0.073623560293751528 -0.13458143870165235 0.0082993795246373986 0.055111196495229699 0.0093290895369826828 0.061377492456189078 -0.12304124559637092 0.0026155105655706256 -0.0018085821575167787 0.0098108884785893802 -0.026729999330820292 -0.027565451821986098 -0.0037700328916262051 0.029147244245504446 -0.29161058728149364 -0.030868028426639518 0.013677097430764302
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leaf_count=1240 604 16373 563 2396 6220 3102 21951 158 6702 14730 424 1509 45 1533 2741 8906 1103 3371 1479 121 4694 7285 548 1864 680 585 39 2333 5177 427 135 250 1296 2668 575 5524 14 721 743 430 7760 14 10095 10202 1775 257 1548 2572 12227 2 392 230
internal_value=0 -0.0241766 -0.010384 0.0384044 0.0303164 0.0444975 -0.0217041 -0.0120871 0.027594 -0.0218233 0.0574813 -0.0429763 0.00881549 -0.0245481 0.0108821 -0.0630065 -0.0470246 0.00793433 0.045554 -0.00802626 -0.0692331 -0.0740403 0.0163796 0.0682627 -0.0431451 0.0565736 0.0377713 0.0107162 -0.013616 0.0504714 0.0206143 0.0180486 0.0407655 0.0399746 -0.0627654 -0.0455667 0.0392571 0.0427836 0.0198958 0.0534634 0.0550424 0.00125483 -0.000877792 -0.00969601 -0.00965168 0.0515241 -0.0548042 0.0199361 0.0249713 -0.0149734 0.00155959 -0.0543748
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internal_count=178333 130973 86068 47360 43632 22369 73334 46316 12734 32462 17805 27018 4564 31642 21263 44905 25509 13854 11585 3223 35999 31305 18867 3728 24406 2488 624 9035 16912 3699 16126 15578 1341 3095 14932 7647 10106 9682 1478 8204 8190 735 10483 15379 2455 820 7072 15328 12756 529 527 388
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=2 3 3 2 2 3 9 5 1 13 1 4 4 11 3 1 5 16 2 2 4 9 9 4 4 9 16 1 9 2 11 5 4 5 13 11 2 13 7 1 16 7 1 4 13 3 4 1 4 2 4 1
split_gain=64.466 23.9622 9.31112 5.64635 5.62688 4.86773 2.87971 2.85349 2.84379 2.83677 2.45786 2.56633 3.17099 2.41968 1.79199 1.5165 1.50689 1.47799 1.47264 1.32594 1.36908 1.31337 1.13739 1.1356 1.11434 1.1125 1.124 1.14217 1.10631 1.1197 1.02985 0.992881 0.943406 1.13923 0.920901 0.837398 0.831117 0.829752 0.825928 0.792956 0.789724 0.783756 0.769785 0.769067 0.766072 0.752819 0.747857 0.747536 0.959645 0.769159 0.743616 0.742862
threshold=0.016055611893534664 0.015341510996222498 -0.19338666263502088 0.16219294816255572 0.0023032448953017597 0.32025212288135668 0.073537831956419261 0.2658939347050488 0.19883764535188678 0.10023433121530829 0.077591888606548323 -1.0987507526884011 0.64985168277527328 0.012768482943033021 -0.5654375236481427 0.13894789665937426 -0.52957613512925439 -0.013546274027756008 0.2286939546465874 1.6029007383622232e-05 0.68617983651518044 0.093096054658923191 0.043959681961728746 0.10025925793841449 0.68359791905529099 -0.054768704124083467 0.025316307891133712 0.19252240657806399 -0.016650556608729859 0.1539510861039162 0.00096251258286737741 0.2658939347050488 1.303608650012366 -0.40950476153982168 -0.16354790966304952 -0.011893005444155677 0.98697185516357433 -0.16354790966304952 0.012796195081866782 0.33399452269077307 -0.02713836709404473 -0.082106480275529664 0.70332080125808727 -0.56046969156768311 0.10495971650484169 -0.05573677958454936 0.050358480820492511 0.090032529085874571 1.303608650012366 0.66191670298576366 -0.14849009234162103 0.0087361992336809653
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
left_child=4 2 14 9 7 8 10 13 18 17 -6 44 16 23 -2 35 -13 21 25 -9 -21 39 34 38 28 -3 27 41 -16 -30 -25 -14 33 43 -15 40 -34 -28 -1 -4 -11 -27 -10 -20 -12 -22 -37 48 49 -5 -18 -39
right_child=1 5 3 47 6 -7 -8 19 42 15 11 12 31 22 24 -17 50 -19 32 20 45 -23 -24 30 -26 26 37 -29 29 -31 -32 -33 36 -35 -36 46 -38 51 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.088779670617236156 0.054093648180539737 -0.08236739797049647 -0.035928958663809192 -0.051816382556778555 -0.0066952601760764206 -0.073715702621043197 0.078143981453503819 0.05442621698236394 -0.0046454932562666309 -0.081005020577373063 0.0083842661510548332 -0.025738418821024914 0.017185521677676105 -0.23159362023863223 -0.024038107138955378 0.034035120601035668 0.058874659875910708 -0.0055030638112275321 0.060823527752708634 0.074411343218247453 0.027328446046519708 0.080163406552404934 0.051901198454380432 0.059924077230592614 -0.037185715151906232 0.040339439771268769 -0.04648706251913557 -0.16693031988175042 0.03327291243623294 -0.02374659682701423 0.0011189842977458485 -0.034853933428235263 -0.010109247113319801 -0.069250097094078852 -0.04055185357949246 0.011836451410643541 -0.060599208484679971 -0.058103092081608257 0.04947172332281808 0.007470242635323112 -0.00076225887308439474 -0.040559686685415375 0.058381371816728894 -0.039221177245760908 -0.066951447772040248 -0.0046823974312419341 -0.028738020418115118 -0.028625631205312786 -0.016512506520848364 -0.092526881053135418 0.034817180606887897 -0.00036613368415428069
leaf_weight=25.043802630945724 20.386178371911228 4.6468833448161595 40.949137605355645 10.336544930740279 31.244533890912862 52.843533342325827 8.2504255709645786 25.550080963614164 9.7537142410801589 2.2831665784906363 2.1923451855545855 2.9987850824836633 7.1782499448599975 0.28102570690680306 4.5177059152629218 20.031393240024045 26.234361187292954 63.968897978957102 1.0445152701286136 5.3177314218482925 36.218802830378991 1.0624214320705494 1.2437012818118089 51.942035273350484 3.2989116718817959 1.2110191611500329 6.9052549521984501 0.68860116851283137 37.352764191171445 3.7811055176753134 3.159917927652713 7.4595425831794273 7.3115051893546461 35.364583578724705 1.7103478593635364 30.273757675371598 5.8789324561948888 2.4929507810375098 6.8961701215739586 4.6861361104711241 2.627485551100107 54.619277082312692 2.4000541707791845 2.763912504684412 3.4798320296395104 9.2092236409080197 5.3270175023062611 10.521029560206442 4.0312726103293235 8.5671103447421029 25.406393311161089 19.833357709310803
leaf_count=3836 2694 948 10363 4087 7354 16929 525 1104 2849 307 228 305 2425 12 651 4440 4949 14485 331 807 2644 121 150 10272 867 366 2384 53 5838 1012 684 992 1761 16695 220 6119 1190 811 1231 1165 456 19082 611 679 332 1125 1485 3169 1119 4125 6056 5890
internal_value=0 -0.0218955 -0.00247482 -0.0132045 0.0383703 -0.0475061 0.0212939 0.0500992 -0.0385583 -0.00585988 0.0168649 0.0266858 0.0319819 0.0621344 0.0291919 0.011541 0.0430526 -0.0153798 -0.0425111 0.0358474 0.0264776 -0.0289022 -0.022679 0.0652906 0.0188055 -0.0347679 -0.0321721 -0.0404054 0.0228643 0.0280237 0.0565532 -0.00934423 -0.0558624 -0.0636559 -0.0693042 0.000408573 -0.0326632 -0.0162385 0.0803246 -0.0314713 -0.0382265 -0.0387927 0.00786708 -0.011629 -0.0378977 0.0208399 0.00575401 -0.0507673 -0.0608947 -0.0703352 0.0470547 -0.00685371
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shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=1 3 0 2 0 2 2 4 1 14 3 6 6 6 6 8 4 7 4 8 7 0 1 6 2 8 1 4 11 3 14 3 2 6 10 11 6 2 14 3 6 6 4 4 7 14 8 6 0 2 3 0
split_gain=54.8052 24.667 8.27216 5.51775 4.14585 3.89285 2.62138 3.0416 3.27197 2.24203 2.20246 2.17936 1.71761 1.66914 1.62836 1.59055 1.37099 1.26874 1.23287 1.23042 1.22597 1.20965 1.07706 1.05748 1.02121 1.04947 0.950885 1.47709 1.13204 0.899867 0.869409 0.888724 0.841574 0.831064 0.809127 0.804217 0.783918 0.745359 0.742835 0.736468 0.768058 0.735515 0.733967 0.838588 0.730902 0.702716 0.700437 0.67627 0.662378 0.660294 0.722251 0.653494
threshold=0.23696386814117434 -0.0084007643163204176 0.0065605349373072394 0.12973782420158389 0.00011548568727448584 0.124074324965477 0.082760550081729903 1.3812505565736257 0.78602641820907604 -0.26716425444874964 0.23355414434627167 0.26038963084071648 0.18926242561463016 0.25248373519994305 0.19564606843077351 -0.003788707955396708 -0.82488519560457341 -0.0018970563978471014 -0.1123938584731899 -0.014003186792853414 -0.0011779922227928943 0.010978172998875381 0.0010367543436586859 0.16121096166811447 0.00041477124614175414 0.057066950574587792 0.00020788318215636539 0.64985168277527328 -0.076170999759517591 0.45394127814506652 -0.30854971022969441 -0.87832664127927262 0.00036763216485269373 0.079077282843621102 -0.0059586786726284167 0.0039756501609421553 -0.16682496491792601 0.030161470174789432 0.16315361148418037 -0.050678686005994671 -0.0047881326034974261 -0.23401913257712129 -0.651193692171401 -0.16201976043957705 -0.0055664607873670497 0.20673282161987278 0.042239286501262553 -0.23401913257712129 0.26630285382270819 0.012703020591288807 -0.2333413381129503 0.016023364849388603
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
left_child=1 2 9 10 39 15 7 8 14 -1 17 20 29 16 18 -4 -11 33 -6 -19 -10 34 -21 35 -15 44 -14 28 -28 -5 -16 -32 -18 -3 -9 49 -37 -24 -30 -2 -41 -23 -33 -44 -26 -12 -45 -20 -13 -17 -51 -8
right_child=4 3 5 12 6 -7 51 21 11 13 45 48 26 24 30 23 32 19 47 22 -22 41 37 -25 25 -27 27 -29 38 -31 31 42 -34 -35 -36 36 -38 -39 -40 40 -42 -43 43 46 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.071690228501746736 0.078325078292295125 -0.043338475521320537 -0.014279354620084068 -0.06037290878163714 0.052416200813422686 -0.043100016078499608 0.052756055350724564 0.0039293216062827032 0.04767519890889034 0.055837323675710197 -0.052813792083506554 0.031722888657513139 -0.062791495655177207 0.064527321746930363 0.046479449775992332 0.035619542482824597 0.07881407593921215 -0.054040605338117546 -0.032615109201702443 -0.094566925866541043 0.076047470933716915 -0.037330759039178436 0.01450529424624942 -0.013958558405033988 0.0047808177872899621 0.059404278853320752 0.054356401693480154 0.00045188598546608565 -0.038429122734766258 -0.086474787554900498 0.084407892755946345 -0.037425027441057711 0.0074069417377636186 -0.017495630496823244 0.041272451754453127 0.061514015692167606 0.016232457427539763 -0.012688299381058255 -0.085673791854168679 0.079677422295869896 -0.050700161283026172 0.0071777931227987608 0.057961906521107012 -0.0019110392438510715 -0.059712442700802906 -0.10796753109266816 -0.15933566854065395 0.026300062493933532 -0.078474927359902844 0.030761781516607235 -0.0029591106567078431 -0.0082994858629785971
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internal_value=0 -0.0197656 0.00439709 -0.0415926 0.0383071 -0.00713267 0.0336622 0.0369967 0.0431434 0.0367148 -0.0275549 0.056268 -0.0575965 0.0257178 0.0276718 -0.000518217 0.0365087 -0.0228362 0.0383353 -0.0130223 0.0654192 0.0124513 -0.00815255 0.00784222 -0.0090773 -0.0222163 -0.040216 -0.0291352 -0.0486238 -0.0662278 0.00704421 -0.0016833 0.0155762 -0.0340191 0.0265407 0.0134806 0.0326483 -0.00588915 -0.0557081 0.0741847 0.0117054 -0.00878676 -0.00666542 0.00551441 -0.0365288 -0.0632422 -0.00586383 0.0203705 0.0289263 0.00733781 0.00282729 -0.00198416
internal_weight=0 467.685 221.973 245.712 249.023 163.615 220.509 201.645 161.251 58.358 130.922 87.2178 114.79 44.4215 74.0334 138.215 33.9056 115.658 48.794 61.62 65.3283 40.3941 55.0997 85.9838 10.5159 8.93347 38.123 25.5986 15.4263 76.6672 25.2393 20.6795 16.2927 54.0383 24.2814 68.3205 16.5629 53.7116 14.4409 28.5144 1.77632 16.1127 19.5636 14.0247 7.60894 15.2639 11.5374 21.4591 21.8895 51.7576 44.6551 18.8635
internal_count=178087 133759 46648 87111 44328 38962 42768 37396 32220 7686 40742 16484 46369 6669 15736 30151 5661 35670 12343 17259 14276 5176 15732 19335 1008 877 9250 7508 5620 37119 3393 2940 3940 18411 2260 15772 3375 15322 5306 1560 138 2916 2864 2208 794 5072 1747 6833 2208 12397 10361 5372
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 9 9 7 1 5 14 5 5 1 1 1 5 1 8 14 9 5 9 11 16 5 10 6 5 8 11 10 5 7 10 14 11 16 14 5 9 10 14 10 10 6 16 9 7 1 5 5 10 1 1
split_gain=45.6084 17.2898 6.47595 2.97698 3.1891 2.67065 2.52243 1.77696 1.60705 1.55952 1.49453 1.36652 1.36367 1.31848 1.16442 1.11259 1.08157 0.987754 0.973889 0.935035 0.925299 0.878364 0.833922 0.790874 0.776557 0.726009 0.70628 0.700904 0.690154 0.679599 0.6702 0.739232 0.652435 0.745468 0.646654 0.799215 0.641231 0.639494 0.710947 0.632245 0.730994 0.631629 0.744169 0.61827 0.59819 0.664701 0.641577 0.627495 0.59787 0.910098 0.775962 0.67919
threshold=0.23696386814117434 0.013811379671096803 0.029763362499035762 -0.043748663248538162 -0.0017940126965343883 0.65737277269363414 0.2658939347050488 -0.2864584666262055 -0.40008796730297241 -0.43682238754146335 0.0017159018898382785 0.071783725172281279 0.9283655881881715 -0.18889683621852607 0.99654099345207225 -0.0038934051654902018 -0.2864584666262055 0.0070973565835825564 0.23583048929739875 0.043959681961728746 0.009345219031420925 0.0094581272164324538 0.22946942816147758 0.0039426386198638296 0.19966439192060001 -0.15096848510083319 -0.079185120153420815 -0.0048693286970688402 -0.0060994265133873429 -0.3258003728727869 -0.00097603670028721212 -0.017181367506602232 0.28816584418423824 -0.032316390251216472 0.030592004581416261 -0.56827055029705731 -0.043639098705303379 0.093096054658923191 0.0016716072392901156 -0.22314060609328845 -0.055527619415495728 -0.017819785041773069 -0.14161314495670654 0.044147876812361118 0.010839868833228966 -0.0048645547895250123 0.379042997956276 -0.51954715281676311 0.29415837732781763 -0.0068724420329654033 0.96507775783538829 0.99570447206497203
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
left_child=1 10 3 25 9 7 8 37 12 24 18 34 27 -13 17 30 -4 48 -1 22 44 -11 32 -20 -5 -3 -23 -7 -19 -21 36 -32 33 -12 35 -6 -10 38 -2 40 -37 -14 -43 -15 45 -9 -46 -47 49 -8 -51 -50
right_child=5 2 16 4 11 6 14 20 15 21 19 13 41 43 -16 -17 -18 28 23 29 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36 39 -38 -39 -40 -41 -42 42 -44 -45 46 47 -48 -49 51 50 -52 -53
leaf_value=-0.080350196638049695 0.030113276662504712 -0.07654861930819383 0.063535460429601481 0.051604422300909253 -0.3064852921746386 0.075176154143121759 -0.018210826281703577 -0.0070915289566826746 0.020595128209091363 -0.032695487013486096 0.029006043919641344 -0.015921215323494189 0.051046044335643748 0.0064555455339789791 0.062581162406564306 0.070718960817459459 0.023209663350328865 0.022770324642202012 -0.071674515082819676 0.12796040096260164 -0.020939378636366669 0.083719933285003864 -0.021516404692557892 -0.038593570167621279 -0.013985583575669997 -0.033340886742409107 -0.015702055857908716 0.00069637650388381213 0.074057222856488483 -0.011299327854510871 0.0029551740033198367 0.066377205536836278 -0.087107943118614986 -0.049558668678129483 -0.00057854586309971125 0.19314694869948199 0.059900355322168197 0.10544287788221694 0.099825744843987929 -0.018770973779360812 0.012458675270915889 0.086545121052528429 -0.064688194492904846 0.026155065589594368 0.014312993450630723 -0.056287351829647114 0.064108506611242691 0.022547353514919266 0.034759624750669869 -0.020474389570729726 0.030605170376326832 -0.041812223607253549
leaf_weight=24.341651324097256 6.6349633058125601 7.6254825835057991 9.0734041749092267 3.9881499452603739 0.077942636329679682 3.4691747770557413 8.7358306331443583 11.521959793113636 12.706493863297512 67.479601107270355 1.2457795706868591 18.100231261669251 0.78873189422301937 38.839537998523156 9.080459480173884 41.060798838338087 24.937682107229193 4.6733987646584865 12.999060057903991 0.50164087599841867 6.5834805178019442 0.71079373800603107 12.397742084445779 16.461948591488181 3.2746986157435458 8.016102363872049 38.463085320030586 1.9821239283191951 6.0294074550329224 1.0702242288607511 2.0503387229837271 17.853925075243751 4.531105592934181 30.983155594522035 42.07415653805765 0.26657989365048695 6.1706006554304613 2.2698017951333886 1.8700588405481537 48.037825362445801 1.0689502227323817 0.35102703739539753 2.888398845330812 27.01367629082597 4.9704293950198899 1.0221106224926106 5.4086194012124906 36.384904265760277 20.890039000325491 3.6733865962014596 15.370501022669485 1.2118672337965097
leaf_count=13911 1109 1400 684 729 2 270 1044 2888 2897 23237 370 5037 58 9508 533 9668 4351 512 2428 98 1032 69 3759 3189 745 1556 11857 280 537 385 456 4877 1701 16448 11340 9 1517 97 259 14196 268 61 307 6482 850 128 910 10266 2191 503 998 80
internal_value=0 -0.0183467 -0.00738326 -0.0119986 -0.00969996 0.0360905 0.0434834 0.020753 0.0546089 -0.0227275 -0.0538992 -0.00124142 0.0156463 0.00797169 0.0292085 0.0592304 0.033995 0.0241898 -0.0655188 -0.0415574 0.0145877 -0.0257811 -0.0439869 -0.0532239 0.0220686 -0.0544676 -0.0138613 0.0481842 0.0517368 0.0340682 0.04704 0.0598525 -0.0515514 -0.0465077 -0.00969222 -0.0174434 0.0334872 0.0583703 0.0456159 -0.016878 0.0505677 -0.0284054 -0.0479214 0.0145413 0.0185364 0.0139014 0.0403265 0.0203678 0.0182631 0.00848922 0.0207426 0.0305312
internal_weight=0 443.58 339.048 305.037 289.395 235.653 158.987 76.6663 89.3216 113.916 104.532 175.479 9.47946 83.9534 69.6649 79.8422 34.0111 60.5844 53.8027 50.7296 65.8915 106.653 49.1578 29.461 7.26285 15.6416 39.1739 5.4513 10.7028 1.57187 38.7814 19.9043 36.76 32.2289 91.5255 49.4513 18.8771 10.7748 8.50502 49.3734 1.33553 4.02816 3.23943 65.8532 59.308 48.929 10.379 37.407 49.8816 27.7797 19.0439 22.1019
internal_count=178087 133759 91470 86435 83479 44328 26789 17539 20391 36637 42289 46842 976 21027 6398 19415 5035 5865 19528 22761 16074 35163 22278 5617 1474 2956 11926 550 1049 483 9747 5333 18519 16818 25815 14475 4414 1465 1368 14473 277 426 368 15990 15042 13282 1760 10394 4816 2545 1501 2271
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 0 1 1 0 0 6 6 2 1 9 0 1 10 15 11 1 0 13 6 8 9 10 13 0 1 0 10 14 14 2 10 15 6 1 15 13 15 1 14 0 9 1 6 1 1 12 9 9 14 14 10
split_gain=43.8502 17.3081 10.3822 5.04954 3.0526 2.79916 2.26508 2.44889 1.93725 1.58711 1.55415 1.50878 1.45733 1.2689 1.17484 1.13778 0.994843 0.93972 1.0267 0.999086 0.991075 0.90901 0.898937 0.836875 0.825968 0.819668 0.713514 0.691423 0.689224 0.686868 0.761899 0.639368 0.6373 0.627949 0.616699 0.600746 0.590221 0.573132 0.570072 0.672297 0.640831 0.561028 0.621447 0.559804 1.17878 0.54364 0.53919 0.532977 0.514357 0.513968 0.510938 0.619838
threshold=0.085469074547290816 0.0029447317356243734 0.22862926125526431 0.042698731645941741 0.00011548568727448584 0.23993781954050067 -0.34947356988215045 0.19844581905382033 0.0050776696298271426 0.018493677489459518 0.004245413575125377 0.005824651801958681 0.6349560320377351 0.0049809815596110144 -0.1952812397346867 -0.060919010582267875 0.23696386814117434 0.022493960335850719 -0.15116631396064953 0.25248373519994305 -0.0045803090208922127 -0.031296666527366131 -0.0018511045277938534 1.0000000180025095e-35 0.00058532206458039593 0.53707468509674083 0.62918871641159069 0.0049809815596110144 -0.11998907307016198 -0.2364095731702153 0.0017428902792744341 -0.078713373527024649 0.12142322340866496 0.25248373519994305 0.0047088630963116893 0.13745255163338743 -0.0077316845376805164 -0.27422682743413934 0.082939088344573988 -0.093745016230694825 0.023513756692409519 -0.0087138250220452785 0.99735313653945934 -0.35299250635884799 0.99465543031692516 0.0018873548833653333 -0.64401832045880558 -0.033762494461383005 -0.0094024186119412833 0.31060965470105895 -0.099951496223498179 -0.0056832607197749027
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
left_child=1 4 5 13 28 8 43 12 -3 45 14 -5 -8 24 -6 49 23 19 -19 -11 38 -17 -16 33 -2 -9 -7 -22 -1 -14 41 -27 -12 -13 -26 -23 -32 -33 39 40 -20 42 46 44 -4 -10 -31 -25 -44 -15 51 -30
right_child=3 2 6 11 10 26 7 25 9 17 32 16 29 15 22 21 -18 18 20 -21 27 35 -24 47 34 31 -28 -29 50 30 36 37 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.083267391471980867 0.091482443057073592 0.029187584867653729 0.07464820877346319 0.045034638760896979 -0.027119413780112917 -0.040446125052356507 0.024143832557754725 -0.012634920060463271 -0.072529837157381469 0.013188391061508013 0.049266253825300615 -0.046991855486521426 0.030156910152454093 0.070027301122878763 0.019802041608247681 -0.086556582834035015 -0.0021633730794049437 -0.030706547334974705 -0.21651668917080086 -0.025366245434298641 -0.0033217509179899636 -0.045068214065064394 0.04969215878284599 -0.060823459085723411 -0.076027905124617393 -0.10411090486417474 -0.098486290492231732 0.020903607743758618 -0.06031254305124243 -0.03265686470515055 0.014087519801431251 -0.056994530410233613 0.084698214253997761 -0.0052497692490094151 -0.05491751954833466 -0.0058037645307983882 0.053768788909276548 0.024516733267423586 -0.0023367222287707518 -0.021943618542910846 -0.057949996725287001 0.0806106094266517 0.037112436801771072 -0.029585863877054554 -0.14183779874591151 -0.026116198513002627 0.074456286805234959 -0.013104813761579777 -0.17136106182720687 -0.07487319604086011 0.064192647784017884 0.048718235106094
leaf_weight=26.212465115691884 0.3204661364434277 15.874662646147042 1.3325512321607673 3.2669582333328426 3.6034661991870953 9.5780597703869699 29.842117325999425 10.394051807583308 2.8923583669529789 44.240233003547473 25.167068802998987 27.11468374473225 11.520384144896523 1.2267685530678125 24.098718242021278 4.9069604910309854 16.066347050058539 18.064417704714288 0.26954191896948332 7.9080293909028105 52.427439329403569 38.634650728483393 17.308047544589499 2.5660644108647856 29.420833550213501 0.39107041188981284 2.7250334760610704 15.177719613384395 0.78266391431679982 0.58344833084265779 4.778390710373059 0.87458751934173307 6.4106191936880341 4.161431312957574 26.715063792811634 4.3397932329244204 17.634114975327979 27.22922362636746 12.712876308527482 17.610411308305629 2.5936293753184145 15.569242324614605 0.2163396990072215 7.8824252601480094 0.29218055156525213 19.479569322884345 2.2271563623944557 25.137245516016264 0.23056738619925443 0.28939478821121145 8.8042437459225749 1.4802104043774296
leaf_count=1454 46 4412 285 633 456 3527 8518 1819 1201 9714 3391 10559 2863 388 3681 1531 5055 5218 14 1305 14230 17012 2449 593 12780 43 804 3822 43 132 1487 112 650 1255 13820 1704 5658 3986 3058 4649 644 4016 74 1233 11 7378 659 8634 11 64 561 74
internal_value=0 0.0170412 0.00609248 -0.0405859 0.050934 -0.00710305 0.0284078 0.0320862 -0.00437532 -0.00713297 0.0394947 -0.0213277 0.0418265 -0.0548276 0.0275452 -0.0430915 -0.0242266 -0.00385461 -0.00876451 0.00733518 -0.00482726 -0.0457949 0.0323119 -0.0302343 -0.0650797 0.0113877 -0.0534238 0.002121 0.0744054 0.0518169 0.0578523 0.0201528 0.0565025 -0.041444 -0.0660018 -0.0411071 0.0453264 0.021946 -0.0189754 -0.0292962 -0.0741089 0.0727077 0.0347055 -0.0185706 0.0346144 -0.0321691 0.052156 -0.0175606 -0.0728597 0.041828 0.0533168 0.0108332
internal_weight=0 466.419 352.552 184.167 113.868 221.554 130.998 121.491 209.251 193.376 76.5879 78.3127 82.6018 105.854 45.0102 49.3976 75.0458 171.004 118.856 52.1483 100.792 47.8814 41.4068 58.9794 56.4564 38.8889 12.3031 67.6052 37.2796 52.7596 41.2393 28.4949 31.5777 31.2761 56.1359 42.9744 22.4125 28.1038 33.1865 20.4736 2.86317 18.8268 3.25751 9.50716 1.62473 22.3719 2.8106 27.7033 0.446907 1.51616 11.0671 2.26287
internal_count=177716 103642 90883 74074 12759 59976 30907 29378 55645 51233 10627 26729 23418 47345 6586 20699 26096 42654 31635 11019 26417 20247 6130 21041 26646 5960 4331 18052 2132 14900 12037 4141 4041 11814 26600 18716 7145 4098 8365 5307 658 4892 876 1529 296 8579 791 9227 85 452 678 117
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=3 1 3 2 2 1 2 1 3 3 5 16 14 16 3 5 2 15 1 15 15 16 14 13 5 2 8 12 16 5 14 1 3 1 1 5 12 8 13 7 2 15 12 5 5 7 11 11 13 8 11 5
split_gain=38.1109 10.1578 8.91268 4.31173 3.59332 3.10463 2.20223 2.05948 1.8984 1.64699 1.62123 1.25438 1.05772 0.924902 0.915342 0.894818 0.849309 0.837541 0.894305 1.13669 0.802839 0.870228 0.759004 0.734134 1.23363 0.712029 0.693337 0.63725 0.704951 0.646512 0.609785 0.598623 0.578214 0.558536 0.544994 0.534961 0.605474 0.531521 0.593861 0.528515 0.539011 0.526874 0.56296 0.520145 0.796815 0.51456 0.503835 0.503033 0.501386 0.480337 0.473363 0.467233
threshold=-0.02018714556470513 0.078866444528102889 -0.2333413381129503 0.097945410758256926 0.19308340549468997 0.56120467185974132 0.0012919788132421675 0.45082636177539831 -0.53848959214519698 0.28411235567182308 0.16003047949339541 -0.038094635159739536 -0.27617138282073944 0.01346500442493963 0.017151836305856708 0.22534873683743736 0.12688020616769793 -0.1952812397346867 0.99217706918716442 0.019792673055714301 -0.16331702804084405 0.14020077587216764 -0.1390079089407488 0.14056120121652227 -0.25422458286932531 0.5174071490764619 0.0057259412412319494 1.9225139702976162 -0.0054783681074710043 0.30445984213504429 -0.37269368596595293 0.98128834366798412 0.32025212288135668 0.99654099345207225 0.97806242108345043 -0.48251533165768196 2.5769399098051435 0.0007835835375389422 0.13238328271262154 -0.082106480275529664 0.0021021919092163448 0.093736396160735966 1.4564056436128257 0.21703395798736552 -0.48987028460110138 0.0021717843096038672 0.029655011288802074 -0.044529179853852345 -0.13157000816740258 -0.051487467872499817 0.10659388841202663 0.089707902317329544
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
left_child=2 4 6 7 9 11 10 12 22 13 20 -3 -4 39 49 -9 32 -10 30 -20 -1 -22 34 37 -25 45 -6 28 29 41 -19 -23 48 -17 50 -7 -37 38 -14 -2 -41 42 -12 44 -28 -5 -24 -26 -13 -15 -8 -48
right_child=1 5 3 25 26 35 8 15 17 -11 27 16 23 14 -16 33 -18 18 19 -21 21 31 46 24 47 -27 43 -29 -30 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 51 -49 -50 -51 -52 -53
leaf_value=-0.0074845563811536718 0.018975741131292009 -0.032809457197667889 0.040056911450435911 -0.034610014069457351 -0.065526786492845199 -0.049653488619097824 0.076560839035607564 0.042630359245625554 -0.018760746795093611 -0.065412462206931365 0.020831532396741181 -0.022556140685143826 -0.0065410514010617662 -0.081580654782017814 -0.027611480163273951 0.011229632640785232 -0.025203247096762572 0.063096627850966147 0.078731000259454231 -0.17671585948522944 0.082686683739259664 0.051821197879065334 0.042202024993076917 -0.02542589644014099 -0.069686164364070158 -0.060242524845755999 0.0075948076596002532 0.060560825053486679 0.055396656100592273 0.043752577998189393 0.021628482689856711 -0.091679611830443708 -0.056213790848002709 0.065247875792891027 -0.0085895051307071923 0.037977022998396642 -0.0079042983931060951 0.0088376274052613044 -0.07937614047943653 0.04070849520664703 -0.03564684620493374 -0.061530951586640549 -0.065800406596182706 -0.033457305974478824 -0.065225758447153226 -0.0022607261123842159 -0.038776235017561674 0.025176261630370997 0.015083905990281553 0.0042565536047934598 -0.037235145236684579 0.090025188794479238
leaf_weight=1.1299169224221284 1.9063695684744733 18.45702004982013 9.3026113959785999 10.933378554378583 40.953142140220734 0.80838569178013386 12.340174870143523 30.31404916179963 5.2312052755733012 10.92008304986666 6.9909253323057765 4.090615801462266 39.26220246360208 0.65586275978421582 22.142951843776245 20.435378847840187 11.158951956822419 3.8682194899010929 0.25967355469765507 0.46520777980913408 23.990771752381992 0.71466235045227111 17.884498735853416 6.0710941192519376 0.55228350590914388 5.6727477915974296 1.6576897698541895 12.613803139538502 8.7845929572504264 6.536383180122356 41.406365886847198 0.46455011880607344 1.3677859178569622 2.0961098130355813 0.86604603893647514 22.827979272875385 3.2842498408717793 30.655380731921468 1.1349530415900506 0.92601201044089876 56.439694412169047 1.10999350057682 0.82280651770997781 16.666672754989122 15.695015065308324 8.9287817302938475 1.4262167559791112 32.555071309609048 25.584423483567665 20.372936849056714 0.36682292656041759 0.33260288287419815
leaf_count=177 631 6109 1475 3449 21767 103 1495 8742 789 4274 493 1245 9532 99 8184 2716 4696 401 29 28 4613 107 3722 1399 71 2936 471 789 585 407 8995 50 506 181 149 6182 857 7603 204 295 22195 91 46 3985 10850 2871 158 7685 7463 5759 27 30
internal_value=0 -0.0266725 0.0231684 0.00929683 -0.0397556 0.0014647 0.0417645 0.0149781 0.0311896 -0.0285152 0.0558911 -0.0110783 0.00770828 -0.0245716 -0.01343 0.031414 -0.00156444 0.0191062 0.0234181 -0.0855102 0.0748676 0.0785671 0.0498064 0.00497236 0.0159591 -0.0290398 -0.0567413 0.0423215 0.032795 0.0199042 0.0251946 -0.0052276 0.00694245 0.016302 0.068004 0.029716 0.0322049 -0.00108822 -0.00862101 -0.0326803 -0.0344022 0.0023842 0.0115816 -0.0461367 -0.0582686 -0.0200827 0.0371827 0.0235576 0.00988505 0.00151343 0.0732289 -0.0137687
internal_weight=0 275.916 345.519 197.914 188.336 87.5794 147.605 172.379 84.447 113.364 63.1584 60.6588 119.534 102.444 43.1718 52.8455 42.2018 51.2307 45.9995 0.724881 26.2999 25.17 33.2164 110.231 39.1784 25.5349 74.9725 36.8585 24.2447 15.4601 45.2746 1.17921 31.0428 22.5315 13.573 26.9206 26.1122 71.0525 40.3972 59.2721 57.3657 8.92373 7.81373 34.0194 17.3527 19.8622 19.6433 33.1074 29.675 21.0288 12.707 1.75882
internal_count=177716 105671 72045 48864 78510 27161 23181 39608 15823 41437 7358 20019 27969 37163 14042 11639 13910 10242 9453 57 4947 4770 5581 26494 9155 9256 37073 2411 1622 1037 9396 157 9214 2897 1671 7142 7039 17339 9736 23121 22490 630 539 15306 11321 6320 3910 7756 8708 5858 1522 188
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=2 2 3 0 1 3 1 4 9 1 1 9 4 9 7 3 13 7 16 11 4 2 4 16 4 11 7 4 7 9 3 14 0 13 14 3 11 12 4 1 0 13 0 9 14 7 12 16 13 9 9 13
split_gain=31.9816 12.2174 5.24473 3.90382 2.61204 2.16508 2.08416 2.01571 1.82001 1.80244 1.59524 1.57434 1.41128 1.20821 1.11421 1.04593 1.03786 1.02322 0.996915 0.951571 1.01868 1.45693 0.944599 0.833441 0.797536 0.789993 0.780624 0.776637 0.704045 0.703894 0.664214 0.661685 0.657542 0.845604 0.655017 0.633264 0.597002 0.585972 0.614854 0.584781 0.574805 0.570436 0.565777 0.546908 0.542448 0.541291 0.532128 0.503187 0.496726 0.562793 0.48994 0.477741
threshold=0.018389376811683181 0.11397711187601091 -0.12300219666212796 0.00058532206458039593 0.094720583409070983 0.30708918347954756 0.080198492854833617 1.3812505565736257 0.024979572556836607 0.83875209093093883 0.10954396799206735 0.0070973565835825564 -0.0079449508518683459 0.040062345560989164 0.014226862993283193 0.45394127814506652 0.19538757542052834 -0.0016894537135108865 0.027044168143454068 -0.0083473002586808686 0.63658826236408961 0.5174071490764619 0.66633267950383601 0.026149752416483551 0.0078422156518470117 0.015438133389979285 0.0044704217116043115 0.10025925793841449 0.09585904556980869 0.0063013520697176462 -0.078452132642269121 0.42139688407193904 0.017008867114782337 0.16375557345542585 -0.42240745115573036 0.066878990735858693 0.10659388841202663 1.2262753857829087 -1.1452100906776816 0.0014131505740806463 0.0069114924408495435 0.21627239373710494 0.0054650439415127048 -0.01406341539380491 -0.028926273115739528 -0.058088821727533539 -1.3719172482773201 -0.11000383991340627 -0.045207866567321002 -0.048447732666924891 -0.019495314053260399 0.1118004249327888
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
left_child=3 2 8 11 15 10 34 9 22 14 13 26 -11 18 27 19 23 24 -4 45 21 -21 25 -12 -14 32 44 -8 31 37 51 42 43 -34 -5 -36 -16 38 -28 -22 -9 -39 -20 -2 46 -3 -1 -26 -25 -50 -30 -6
right_child=1 4 5 6 30 -7 7 40 -10 12 16 -13 17 -15 36 -17 -18 -19 28 20 39 -23 -24 48 47 -27 29 -29 50 -31 -32 -33 33 -35 35 -37 -38 41 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.090923777823615437 -0.007843744897851437 0.041326444101328644 -0.027795004424792172 0.076208126563962308 -0.0079693531949039682 -0.065566751759187664 0.041191485377961537 0.019343570035773597 0.05371821959427258 0.076424000292360433 -0.016889319564763496 0.074214507119104101 -0.11260683128504621 0.028777251299797298 0.002579909121687712 -0.071088383166464972 0.0310290135780944 0.049490043571672922 0.048048691793426017 -0.04466363574626709 -0.045630184840518076 -0.081506085891683233 -0.036992856842086801 -0.013159588623079249 0.053427610108174442 -0.022155537082707871 -0.11534516629352805 0.014254730321652018 -0.11893233700074418 -0.12151835411294046 -0.02640148727683779 -0.10955955232427693 -0.0024822273167228216 0.04071659564602529 0.00078671117279183005 -0.051715821194835421 -0.090759499875969443 -0.062481055124606943 0.049644445732383156 -0.017245873828667855 -0.0097510831710198673 0.032891927584148821 -0.0076333541391410522 0.043703154069652389 0.005419053886915829 -0.025523965115170973 0.051880660476740038 0.0092320737825513262 -0.14736205026180169 0.030296533399704013 -0.0029230820629263868 0.04582701625070084
leaf_weight=0.24819204650703142 2.4314093809662163 1.5815318847526212 68.876411616860423 1.0614529571757874 5.8031343709772063 7.8763974571083955 23.816462976432376 11.611482334294125 12.53461713020806 11.906728562564238 21.36437235035919 19.342472585558426 0.45069900387897988 5.2686707805369215 15.771436663912027 20.685816436098321 10.743323549417253 24.385638058476616 1.8875642060884263 28.714335437651243 19.432330947354789 17.230144034561818 3.7741261302580815 4.4815674547280659 3.4018936074426156 5.0361471890355451 0.22364783752709616 19.478785057970526 0.94867038450320251 0.37475951405940566 20.993005078784336 0.59940136299701308 16.847933846736854 6.1798735303746062 32.840087052838498 2.452502054944488 0.69874294719193208 1.4321009788400263 3.7988783796026828 11.630289146974972 16.302708342889673 1.090370740756043 43.334306003805978 13.222723183229387 2.973627182160274 4.9814329132568664 26.333436644294125 10.488147596610359 0.16452052269596507 9.5584112259311915 0.58556833048350998 2.2872985163703561
leaf_count=45 380 592 24540 156 1719 3168 5661 1419 1315 3130 6316 1521 40 1172 3684 9317 3046 6360 404 15619 6556 12650 953 1188 764 689 28 5841 152 30 8482 94 4194 1637 9428 980 109 121 400 5430 3176 73 12661 2539 317 1969 2199 2215 24 2646 89 680
internal_value=0 -0.0193496 -0.00566412 0.0281269 -0.0435388 -0.0143829 0.0207661 0.0263657 0.0198513 0.0324352 -0.011974 0.0511466 0.0463167 -0.0179927 0.0206647 -0.0509308 0.00381719 0.0370295 -0.0201168 -0.0459273 -0.0490421 -0.0585062 0.0108962 -0.00441323 0.0158063 0.0150436 0.038884 0.0290832 -0.00894307 0.00862387 -0.0170259 -0.00669689 0.0198946 0.00913309 -0.000540569 -0.00288567 -0.00147262 0.0163815 0.0400088 -0.0350185 0.002356 -0.0213126 -0.0052914 0.035697 0.0459595 -0.00934704 0.050488 0.0201102 0.0143492 0.0270296 -0.0751906 0.00730621
internal_weight=0 369.055 235.716 230.484 133.339 175.689 174.667 138.313 60.0268 110.399 167.813 55.8175 50.6331 121.501 59.7654 104.256 46.3122 38.7264 116.232 83.5701 77.0071 45.9445 47.4922 35.5689 14.3407 43.7181 36.475 43.2952 47.3555 6.91976 29.0834 45.8213 38.6819 23.0278 36.354 35.2926 16.4702 6.545 4.02253 31.0626 27.9142 2.52247 45.2219 15.6541 29.5553 6.56296 26.5816 13.89 14.2045 9.72293 1.53424 8.09043
internal_count=177918 130221 67207 47697 63014 55500 42963 32399 11707 27804 52332 4734 12509 39112 15295 52133 13220 9379 37940 42816 40255 28269 10392 10174 3019 9439 3213 11502 13400 652 10881 13159 8750 5831 10564 10408 3793 622 428 11986 4595 194 13065 2919 2561 2561 2244 2979 3858 2670 241 2399
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=2 2 3 3 3 0 1 1 4 4 2 16 7 4 0 1 0 4 6 15 2 4 3 3 3 16 15 3 1 6 6 4 4 14 12 12 12 0 1 6 6 2 16 1 16 1 1 3 2 4 14 10
split_gain=27.9384 10.3506 5.39752 4.03456 2.48316 2.30883 1.91482 1.5613 1.08862 0.92443 1.00627 0.918306 0.961039 0.909801 1.02102 0.892467 0.874286 1.14198 0.992504 0.823909 0.805621 0.750906 0.745071 0.678076 0.667331 0.612828 0.646621 0.603096 0.60039 0.583929 0.576365 0.585102 0.7452 0.575622 0.594959 0.711842 0.74895 0.5369 0.527059 0.65433 0.876754 0.524702 0.643068 0.517597 0.512607 0.562694 0.502992 0.635395 0.506405 0.497364 0.49621 0.493023
threshold=0.021428534761071209 0.31093892455101019 -0.065041907131671892 -0.29560153668717243 0.39657501177862292 0.017008867114782337 0.12655630707740786 0.18652317672967914 -1.0492694159390941 0.304217119920208 0.66191670298576366 -0.0016206048001114659 -0.049047170824058822 1.303608650012366 0.00011548568727448584 0.0057418462820351132 0.00025992958399001514 1.3812505565736257 0.25817499869796251 -0.068768487926206642 0.0027346570277586584 0.66633267950383601 -0.87832664127927262 0.066878990735858693 -0.2242800010135397 0.026149752416483551 0.042842813376828846 0.075539268553257002 0.99873870611190807 0.26534271457246561 0.19564606843077351 -1.2797484191524942 -0.019816191800495073 -0.39572906811355829 1.63509916792384 0.94576769027261542 0.99828946745498348 0.00035606228630058473 0.00066500285174697648 -0.24580666640471729 0.18926242561463016 5.0710861614788889e-05 -0.051639136597922027 0.41336731612682348 -0.21805138998003323 0.379042997956276 0.99873870611190807 -0.028880048543214795 5.865473895028118e-06 1.303608650012366 0.15948091569340997 0.0067599862999790476
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
left_child=3 2 5 16 7 8 23 11 29 10 24 12 -4 20 -15 -13 19 18 -18 33 -8 44 -10 37 -3 -9 -27 -17 -21 -2 31 43 -33 -1 35 -35 -37 -5 51 -40 -41 -20 -43 -22 -7 -46 48 -48 -16 -42 -51 -11
right_child=1 9 4 6 -6 21 13 25 22 38 -12 15 -14 14 46 27 17 -19 41 28 30 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 32 -34 34 -36 36 -38 -39 39 40 49 42 -44 -45 45 -47 47 -49 -50 50 -52 -53
leaf_value=0.072837149610030141 0.060181959490877734 0.04188504212362068 0.01223034189002711 0.056363929222938369 -0.068156545272132579 0.052302193811563924 0.039121902402120434 -0.0054385165278979233 0.081931679239999583 -0.065107923469645446 -0.087489619570833649 -0.055048346405808093 -0.031938127062592116 0.06661931688674419 0.046853130430130105 -0.0058867302667120359 0.052850119214978591 0.0089414903825892119 0.053936692340334838 0.066559869171022842 0.00644962580797685 -0.044020339726284448 0.0058538204280418086 -0.04373453336524679 -0.05399251172572548 0.050660780145627887 -0.0034791387339935679 -0.029270045475095947 -0.050970068829358443 0.016382815533697023 -1.250473070538332e-05 0.045025415189501365 0.0094896527388364828 0.013630606959784221 0.069468203999421579 -0.21526175572400774 -0.02927570246782258 0.0012290722816923816 0.012944533268586751 -0.059400238825847954 -0.027781032476435708 0.03963888860683254 -0.019047474320127156 -0.16845105003812144 -0.0053053038378342255 0.025019950469914072 0.040434853789293457 -0.14521082104031807 -0.0038478700906389566 -0.030069575197197038 0.076262757304178919 -0.036492470497512537
leaf_weight=1.5482331983366746 12.706495101592738 0.75374112380086522 5.3074760739436888 1.8192942237437808 9.9336825285863579 1.8851090588723298 40.22945274785161 15.371705490535534 1.4001670728175657 14.693901134327463 12.874789170603433 4.7251984680224259 67.10707643213027 2.4848048830608631 2.2129946433124195 58.933694195837234 30.516824354861456 12.301747779711148 2.8514303008123516 24.803767858320501 0.42507238499820488 3.911813334299949 14.031659065520214 3.2502681910737001 13.793822679175719 5.1188656166996207 3.8630404291325249 13.556264408351124 0.43028938601491873 4.0225931403692803 11.446319442526145 13.701359951170163 10.376111051984479 1.9844426427298492 0.9446531562716699 0.30501949787139881 0.6794033784099156 45.923497273253815 2.8432905055815381 9.2410952649406699 5.6094189709256161 3.049183738330612 4.7562639440293424 0.26214902638457716 39.776646633836208 7.2129413498441854 0.27746002009371296 0.49677861995587491 16.846962052295567 0.7331472283694892 1.0484123764326794 10.350946621649198
leaf_count=87 1319 232 2013 246 4193 422 9506 5112 236 5359 10725 2262 27620 121 189 18458 7995 1426 147 1666 50 1266 3354 1344 8405 1574 1186 5756 51 460 2321 3889 4298 234 57 8 44 13011 834 8417 1722 312 582 12 9856 2303 54 50 3504 155 213 3262
internal_value=0 -0.0189563 -0.00993995 0.025921 -0.0195687 0.0109066 0.016072 -0.0167879 0.0320199 -0.0526417 -0.0671049 -0.0206093 -0.0286987 0.0241962 0.00642728 -0.0130181 0.0434368 0.0356921 0.0436774 0.0569006 0.0293816 -0.00196332 0.012842 0.000334847 -0.0489803 0.00668908 0.0274144 -0.0102657 0.0645216 0.0496785 0.0185467 0.0271188 0.0297295 0.0215963 0.0010895 -0.0209488 -0.0896707 0.00335004 -0.04371 -0.0313209 -0.0388939 0.0173666 0.00391584 -0.062808 0.00141746 -0.000642729 -0.00116587 -0.0792617 0.00207665 -0.0131742 0.0326388 -0.0533152
internal_weight=0 340.807 268.864 233.924 183.917 84.9474 149.753 173.983 32.1609 71.9426 27.4224 149.63 72.4146 98.7595 22.319 77.2152 84.1713 53.4755 41.1737 30.6958 76.4405 52.7865 15.4318 50.9931 14.5476 24.3536 8.98191 72.49 25.2341 16.7291 36.211 24.7647 24.0775 5.46175 3.91352 2.96887 0.984423 47.7428 44.5202 19.4754 16.6321 10.6569 7.80545 0.687221 48.8747 46.9896 19.8342 0.774239 19.06 7.39098 1.78156 25.0448
internal_count=177918 126714 87390 51204 68174 19216 38595 63981 5369 39324 19362 56109 29633 23994 3918 26476 12609 10462 9036 2147 20076 13847 3590 14601 8637 7872 2760 24214 1717 1779 10570 8249 8187 430 343 286 52 13257 19962 11341 10507 1041 894 62 12581 12159 3797 104 3693 2090 368 8621
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 0 2 2 4 15 0 9 13 0 9 13 0 8 11 4 4 4 2 9 8 7 12 7 15 0 4 2 15 2 13 11 4 8 0 9 13 7 4 10 10 10 13 9 13 7 13 13 13 9 11 2
split_gain=22.9813 11.6179 5.23883 2.50775 1.95448 1.91247 1.80655 1.51772 1.22157 1.60661 1.48267 1.20518 0.996856 0.958121 0.871969 0.857222 0.939784 0.783513 0.931659 0.741912 0.704067 0.7741 0.603729 0.695267 0.603045 0.666059 0.570569 0.561921 0.560929 0.539577 0.52622 0.511773 0.525964 0.510513 0.627481 0.617774 0.510985 0.506347 0.489448 0.487977 0.486759 0.800448 0.886758 0.54224 0.516248 0.486459 0.479369 0.477537 0.6222 0.778461 0.471677 0.46793
threshold=0.096303079277277007 0.0024014562368392949 0.0087309521622955816 0.31093892455101019 0.38244754270007053 -0.14061671481208871 0.20626334846019748 0.0099835876035834544 0.043186729642202958 0.012295831460505726 -0.027712172055809163 -0.42473504834493575 0.0019062823848798873 -0.0023613064429972939 0.016755947197602924 0.38727579035543086 2.1064547661990498 0.35896788710947009 0.53877824544906627 -0.054768704124083467 -0.0022665217857788882 -0.033754756430794071 -1.320427042724029 0.00018866045288678702 -0.20653581248486813 0.042746052145957954 -1.0492694159390941 0.98903980851173412 -0.14355199401281088 0.00059771226369775843 -0.14826272422765677 0.076592487447962307 -1.0987507526884011 -0.0086279571089883673 0.015551171265542509 0.022488842199063878 0.053030028837399247 0.049581216628205686 0.68617983651518044 -0.048841668051882094 -0.0075461743370265309 -0.0085035701398554955 0.14596328859944324 -0.074045265395781226 -0.35424096491732299 0.11562666993480583 -0.036961472915892864 0.34089465802820124 0.32311041329895901 0.0015535010854617361 -0.0056702431847908434 0.00059771226369775843
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
left_child=1 5 4 12 14 11 8 13 9 26 31 -1 -2 39 33 -6 29 18 -5 -8 21 -11 -13 -24 25 -12 -4 -19 -25 38 -22 32 37 34 -3 36 -36 -10 -17 -7 41 -14 -43 -42 -45 -38 -40 48 -26 -50 -9 -35
right_child=3 2 6 17 15 7 19 50 10 20 24 22 40 -15 -16 16 -18 27 -20 -21 30 -23 23 28 47 -27 -28 -29 -30 -31 -32 -33 -34 51 35 -37 45 -39 46 -41 43 42 -44 44 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.093082994748560216 0.066667220733932095 0.0047556244905836483 0.039502344410923464 -0.04059159108263543 -0.053791641971450622 -0.12123664575822449 -0.1053477795913246 0.080253326306355122 -0.023662176303920649 0.010870588998909393 0.0056490846374427179 -0.071697755352900544 -0.03199946421486001 0.053717271470536232 -0.019393493713855254 0.07344163702039247 -0.022951216587610887 -0.033158010237905149 -0.079505010897265749 -0.031180101683740857 -0.022306565248500793 -0.032667931786412502 0.032546065995535264 -0.018938564297307711 0.0092662662582135829 -0.047991454731619594 0.0014171927707323385 -0.058760807047976607 -0.17263479530642434 0.0048520562140724277 -0.0020973981241248227 -0.09841066068522622 -0.0031059471657620998 0.073268269114451709 -0.02830239762337038 0.094444991763735733 0.047756837657585566 -0.094910580772340492 0.062492000627316441 0.027994184926854446 -0.07381893736164015 -0.029979319956679115 -0.17250375657523584 -0.056631865055867363 -0.01612519251845634 -0.12831192991040599 0.015885478690859677 0.027057968955754619 0.006496666234480245 -0.12936422385988242 0.051495942829952637 0.04108051910983318
leaf_weight=1.2511574456875667 1.2054895925684821 7.8894419759963084 7.2457703366235355 10.444336520247818 2.1430443994468069 0.20380937904701824 1.4781155385862792 15.319670381526523 2.7856536308972855 4.7127787888675803 6.0460106404352683 1.371119175266357 11.234247197073271 24.924735352564312 2.663019993560737 2.1408164776366929 7.0178055320575359 27.353501547971973 15.200002448094891 14.207443878101911 19.289396389163812 30.212385365301088 3.4618600962421615 3.5209258500108254 66.73823974365223 3.7302497412310913 8.5838075287392694 12.560782594264309 0.23767819450586225 19.133998063240142 38.746187906712294 0.98514373575744763 5.614191666740223 5.5713001743861268 1.2342338311427719 1.8694063931907292 5.2871781884896336 1.5512636543862752 2.5821955310966649 28.344330304287723 1.8241869542507618 0.84693446010714868 0.90330346470000222 3.3383198519550197 51.334104533085338 0.14520252260263067 14.771613219949353 15.726361760847793 0.98243049597658572 0.7192908424185589 9.3251613076317863 24.578216196830908
leaf_count=96 230 2029 956 6465 284 27 297 1431 521 1498 1319 195 4376 3282 613 790 1358 13767 13771 6278 6678 10133 416 546 20123 863 2654 5022 16 6527 12825 130 1377 1660 401 301 1412 240 459 4085 501 423 52 1917 22648 19 3009 4658 318 90 1235 7506
internal_value=0 0.0113914 0.0026977 -0.0359495 0.0221742 0.0436431 -0.00554283 0.048876 -0.00313666 -0.0105598 0.00456385 0.00209837 -0.022875 0.0393895 0.0361533 0.00776342 0.010673 -0.0500369 -0.0636952 -0.0382794 -0.0155746 -0.0267904 -0.0113145 0.000298288 0.00862212 -0.0148676 0.0188746 -0.0412374 -0.0294168 0.0167893 -0.00881908 -0.0302546 -0.0233455 0.0393354 0.0251073 0.043869 0.0294755 -0.0494274 0.0284907 0.0268548 -0.024445 -0.0419032 -0.104521 -0.0204208 -0.018616 0.0426516 0.0228767 0.0113531 0.00773833 -0.0516658 0.0694166 0.0470677
internal_weight=0 414.343 326.382 136.245 97.0275 87.9604 229.355 78.1177 213.669 108.79 104.879 9.84274 70.6866 53.4729 49.238 47.7895 45.6464 65.5586 25.6443 15.6856 92.9607 34.9252 8.59158 7.22046 93.9426 9.77626 15.8296 39.9143 3.7586 38.6286 58.0356 10.9363 9.95111 46.575 16.4255 8.53602 6.66661 4.33692 19.4946 28.5481 69.4811 12.9845 1.75024 56.4966 54.6724 5.43238 17.3538 84.1663 68.44 1.70172 24.6448 30.1495
internal_count=177827 108655 97326 69172 26368 11329 70958 10060 64383 34744 29639 1269 30147 7394 13941 12427 12143 39025 20236 6575 31134 11631 1173 978 27371 2182 3610 18789 562 10785 19503 2268 2138 13328 4162 2133 1832 761 4258 4112 29917 4851 475 25066 24565 1431 3468 25189 20531 408 2666 9166
shrinkage=0.1


Tree=23
num_leaves=53
num_cat=0
split_feature=1 1 2 2 15 9 9 2 4 9 7 2 4 15 2 14 5 1 4 13 5 9 13 1 15 4 5 15 4 16 14 14 1 2 2 2 5 9 6 5 7 5 6 2 7 13 1 7 15 6 6 7
split_gain=21.0968 6.7573 4.22013 2.19439 1.72758 1.6789 1.40758 1.09349 1.70362 1.05299 0.958061 0.874682 0.871906 0.807295 0.780205 0.773683 0.707406 0.717438 0.702742 0.694585 0.6935 0.657198 0.754458 0.650456 0.643097 0.613523 0.575453 0.617517 0.625652 0.558693 0.527356 0.773024 0.740156 0.526987 0.526151 0.514527 0.842713 0.531164 1.22678 0.795291 0.66747 0.509894 0.987471 0.479893 0.470915 0.470381 0.462469 0.555197 0.461586 0.584216 0.450399 0.447544
threshold=0.096403937786817565 0.0082574104890227335 0.060918716713786132 0.10734887793660165 -0.14355199401281088 0.054758187856094334 0.02642027822149318 0.0078129037283360975 1.2003751663587836 -0.027712172055809163 0.0030283489391185743 0.0078129037283360975 0.38725053955037186 0.14326515494385605 1.6029007383622232e-05 -0.097762803147703664 0.23583048929739875 1.5839616025914441e-05 -0.18098511177468499 -0.42473504834493575 -0.51954715281676311 -0.054768704124083467 0.043186729642202958 0.36409355700016027 0.027078597357689589 -1.5158001468049644 0.41054780310405725 0.052902792035284064 -0.79915401072688519 -0.047388381700707839 -0.056137024053423752 -0.050322601977959687 0.39575371146202093 0.0057952394708991059 0.014890344347804787 0.00066919828532263647 0.41341831294482523 0.0039257340397591796 -0.24580263177593256 -0.061768779134138203 -0.0086299389862699825 0.27006873165622386 0.1780091065433361 0.010132760275155308 -0.00087340554788686278 0.17040183823470664 3.1266712539945736e-05 -0.0021096040622391094 -0.11696055108458078 0.066117952965782531 0.16757854385727133 0.012796195081866782
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
left_child=1 13 4 5 19 9 7 8 18 -3 11 -11 21 16 44 24 43 -18 23 34 -21 -9 -23 -6 -8 -12 27 -5 -29 -26 32 -32 -16 -34 -2 37 -37 38 39 -20 -40 -19 -43 -1 -10 -4 47 -45 49 -39 -15 -24
right_child=2 3 45 26 6 -7 15 12 14 10 25 -13 -14 50 30 -17 17 41 35 20 -22 22 51 -25 29 -27 -28 28 -30 -31 31 -33 33 -35 -36 36 -38 48 40 -41 -42 42 -44 46 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.022423088573304453 0.11165833936465455 -0.037201192574122383 -0.01089292404910484 -0.043122061378959888 0.029997183607917061 0.038618468152988153 0.040282885237545515 -0.045839960381385943 0.060530467799740612 0.022421354157820352 0.037793807624355177 -0.017029237586756681 -0.010139520527496499 -0.037223673961914908 -0.11379688744944297 0.015925391597312134 -0.072173482090925653 -0.0024968396803883419 0.096437647025715237 -0.061572602424230183 0.0016374531791296149 0.0078960289000230277 0.042256385476329122 0.07599622229215057 0.10867277944015004 0.00034757284242593639 0.0043951583382291362 0.014377538537381555 -0.032734558663163445 0.058600595932423172 -0.12399033257093584 -0.0086871030277204647 0.010917434854364971 0.11016567237645734 -0.02585946595195809 0.032659960127793437 -0.017131295575643416 -0.14843070462427352 -0.0089674662981613831 -0.060059360821440588 0.047784004878067506 -0.079279730465332959 -0.023652355527185441 0.082328594643552397 0.019030626103563625 0.013193019995001607 -0.07069844164580201 -0.060094970825927199 0.070656060262115836 0.078474362741242559 0.01557395215988778 0.01523801588337278
leaf_weight=2.5611822559239981 0.91635077834507928 11.52784931170754 41.152686513263689 27.438644611816926 4.6525330438635129 8.0592285034726938 6.6278744397131986 1.419998547527938 4.6096190693351673 6.127557342297222 4.7013883708932545 66.048688096452679 11.147480629464551 4.1211906826210898 0.44929986978968628 4.2270833266520631 5.7177389480057199 4.5409251595410778 0.37483981440891545 1.8753260910743872 20.887884768806543 19.822625136846909 18.757405843905875 9.2443645541970891 4.1301977843831992 60.093161025282825 4.1375876362362751 4.3400608778902097 7.9813091970281658 5.0195507092503231 0.68238847673637781 3.4527387984344413 20.520184878172589 0.53205810871440817 0.38811870280187577 21.676108501967978 4.0193261519889338 0.2086854016961287 2.2640075369563446 1.8918373231426837 23.839555664460931 4.5964200000671545 10.430350111499136 0.42976164630090352 6.7458109453436901 10.080803397409907 25.489746085531806 0.68765618058387434 8.055521595735625 0.21169406786793843 2.6375104580693005 9.1452783213826461
leaf_count=1117 91 2840 15165 17679 1160 1196 1040 250 291 1721 906 23810 4423 2343 102 824 972 1517 125 291 4704 5770 5633 2809 388 18062 1343 1582 5495 629 81 801 3721 89 55 7618 494 25 390 133 4560 1983 2653 180 453 3262 22120 355 1218 20 910 2428
internal_value=0 -0.0202081 0.0196707 -0.0113258 0.0257449 -0.00578395 0.0288838 0.0259863 0.0317708 -0.00819802 -0.00575256 -0.0136753 0.0150975 -0.0492838 0.014145 0.0540012 -0.0533297 -0.0410321 0.0402956 0.000476265 -0.00361358 0.0208236 0.0228232 0.0606536 0.0641733 0.00307413 -0.0310802 -0.0347723 -0.016143 0.0813684 0.00447112 -0.0281594 0.0107644 0.0135157 0.0709431 0.0357561 0.0248651 0.0433357 0.0367304 -0.033636 0.0428591 -0.0318759 -0.0407406 -0.0639591 0.0359446 -0.00615082 -0.0679398 -0.0048914 0.065323 -0.035604 -0.016633 0.0334161
internal_weight=0 261.668 269.029 200.455 217.796 156.558 193.728 173.723 113.431 148.499 136.971 72.1762 60.2928 61.2125 36.9921 20.0047 54.4538 25.2854 76.4385 24.0677 22.7632 49.1453 47.7253 13.8969 15.7776 64.7945 43.8976 39.76 12.3214 9.14975 25.6367 4.13513 21.5015 21.0522 1.30447 62.5416 25.6954 36.8461 28.3702 2.26668 26.1036 19.5677 15.0268 29.1683 11.3554 51.2335 26.6072 1.11742 8.4759 0.420379 6.7587 27.9027
internal_count=177827 108784 69043 74634 50616 48535 45475 42594 24090 47339 44499 25531 18504 34150 5538 2881 30897 7125 18552 5141 4995 14081 13831 3969 2057 18968 26099 24756 7077 1017 4794 882 3912 3810 146 14583 8112 6471 5208 258 4950 6153 4636 23772 744 18427 22655 535 1263 45 3253 8061
shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=2 0 1 1 3 3 13 6 0 5 6 5 6 15 6 1 3 5 1 0 11 5 15 7 3 3 8 6 13 11 5 11 8 0 6 11 5 6 15 8 6 5 5 15 13 7 16 7 5 6 7 13
split_gain=18.3888 6.60036 4.61643 3.45493 2.03846 1.55054 1.16327 1.50622 1.14426 1.12066 1.25908 1.19665 1.05646 1.02158 1.16053 0.926382 0.865385 0.81721 0.949982 0.744729 0.738564 0.788916 0.721227 0.720523 0.711408 0.676312 0.673419 0.853584 0.646055 0.633534 0.776406 0.585015 0.575087 0.568577 0.560987 0.63166 0.560435 0.55745 0.555384 0.554686 0.6698 0.546079 0.540215 0.528661 0.527811 0.601207 0.525554 0.524131 0.510832 0.587143 0.500233 0.49776
threshold=0.067607793956995024 0.0024014562368392949 0.18652317672967914 0.020933665335178379 0.064861082006245865 -0.060998277738690369 -0.099036373087816834 0.18125560420866246 0.017008867114782337 -0.48987028460110138 -0.24324238225387546 -0.077473163517641788 0.19564606843077351 -0.20653581248486813 0.19966439192060001 0.0065457131713628778 0.3337659919634462 -0.20326495183177598 0.93800523877143871 5.9903220972046263e-05 -0.0095751584166884115 0.22155312738171432 -0.15291184281188727 -0.0399525746438808 -0.097723049111664281 -0.05573677958454936 0.006132862376436554 -0.24580263177593256 0.37925327602764713 0.0037719779395652079 -0.16716683857062373 -0.0059593885875479724 0.016713821213652665 0.00011548568727448584 -0.21837938573569124 -0.0003069804182779104 0.13941215641879554 -0.10671548656637055 -0.16716493743371821 -0.0017975618610859203 -0.31575310442316734 0.41341831294482523 -0.35033543264906042 -0.11927994520309686 0.084465813705322496 -0.072551142668065227 -0.14882357996546122 0.0031395310615259576 0.26697168147603462 0.18517252525559055 0.019708969327482905 0.61805052764320634
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
left_child=1 6 4 16 15 8 42 25 -5 50 11 -11 17 -9 32 -3 20 22 -19 -16 -2 -22 38 -14 37 33 -13 -28 31 39 -31 46 -15 -8 -35 -36 -37 -17 -12 40 43 -25 -1 -26 45 -41 -10 -7 -23 -50 -4 -32
right_child=3 2 9 5 -6 47 7 13 28 10 12 26 23 14 19 24 -18 18 -20 -21 21 48 -24 41 29 -27 27 -29 -30 30 51 -33 -34 34 35 36 -38 -39 -40 44 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.080764347487257512 0.0092280024575407873 -0.042179244407591576 -0.0036951204877221661 0.036285103929212248 -0.039138485234576359 -0.031165745646787941 0.070307510776150398 -0.068823232247116381 0.054502767719040383 0.056682593123765029 -0.010558667430920684 -0.012272807965506789 0.071927547010582182 -0.023690043399320536 0.066550708421571 0.027881970012416088 -0.064265365938983396 0.031536345619947323 0.063605504145919659 0.018966885674397291 -0.055141703199551022 0.0048828057514525205 0.021330229515006668 0.017535440083007153 -0.12627484207094411 0.0069212384735872134 -0.046233174459278145 -0.272665915838538 0.068539734365731769 -0.027464935887143296 0.014534711743623941 -0.0052702364064167624 0.078642891000700793 0.021029028849771793 0.067069305971467361 -0.0063792405978644433 0.10255298997190412 0.0017927735158318515 -0.15048247134856968 0.10504255933537764 -0.016156438742928391 -0.010923880372215224 0.04601373603009426 -0.027006428983424619 0.012520268612911429 -0.013418621409640008 -0.064003811909031053 -0.014204182950356102 -0.063446503762502646 -0.022172479475678547 -0.070048501802971327 0.13691850454845339
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leaf_count=496 1338 2595 546 1558 7857 24416 949 198 101 1023 297 1988 275 441 189 2837 10723 11543 5595 1161 20834 1593 5390 4385 123 1210 118 1 333 1567 5525 5818 26 1112 2958 531 114 5654 54 85 9719 1255 1803 331 4753 8062 699 12294 2236 2792 308 63
internal_value=0 0.011964 0.00434069 -0.0281721 -0.00673996 -0.0170727 0.036887 0.0299594 0.00252455 0.019999 0.022226 -0.00579127 0.0264996 0.0120363 0.0167866 -0.0027016 -0.0464879 0.0346415 0.0417404 0.0309926 -0.0388602 -0.0422754 0.014774 0.0122655 -0.00100796 0.0437453 -0.0195209 -0.101056 -0.00905972 -0.00544977 0.0080302 -0.0128719 -0.0157558 0.049078 0.0401048 0.0540237 0.0143839 0.0110431 -0.0569086 -0.0102885 -0.0200817 0.00862461 0.0575769 -0.0736289 -0.00236178 -0.0113326 -0.0499339 -0.024544 -0.0276103 -0.0356097 -0.0255988 0.0165459
internal_weight=0 347.393 266.039 169.999 155.798 105.874 81.3538 60.9793 29.2258 110.241 105.116 13.9109 91.2053 26.5259 25.0672 138.548 64.1253 58.0026 42.7192 17.4503 44.9116 41.9355 15.2834 33.2028 132.866 34.4534 11.4145 0.913268 21.769 97.0895 25.6423 20.7637 7.61691 30.0901 21.1861 12.2301 3.03749 35.776 1.26938 71.4473 31.9486 31.3121 20.3745 2.16071 39.4986 24.6462 3.51726 76.6479 19.6236 15.7455 5.12499 20.6883
internal_count=177872 93137 81949 84735 49171 45219 11188 8889 8509 32778 31924 3130 28794 2015 1817 41314 39516 22879 17138 1350 28793 27455 5741 5915 38719 6874 2107 119 6951 30228 7155 6618 467 5664 4715 3603 645 8491 351 23073 10173 5640 2299 454 12900 8147 800 36710 6621 5028 854 5588
shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=3 0 1 1 1 6 8 2 6 0 2 5 5 13 14 13 2 13 8 6 16 10 8 15 15 16 1 8 6 15 6 15 3 10 3 2 1 8 16 3 6 15 10 15 15 5 6 5 8 13 16 1
split_gain=15.966 6.05922 4.33347 3.23138 2.40552 1.54208 1.70394 1.45923 1.12811 1.19687 0.918567 0.854597 0.835136 0.823397 0.791417 0.835002 0.742136 0.907934 0.809186 0.854657 0.715642 0.710605 0.686772 0.686452 0.664351 0.651567 0.742881 0.643055 0.638677 1.06574 0.634913 0.571151 0.554508 0.536776 0.527956 0.510358 0.501849 0.498608 0.486824 0.481871 0.561548 0.549588 0.45784 0.447771 0.566804 0.431659 0.42217 0.419345 0.398344 0.373413 0.369996 1.23833
threshold=-0.003622869728133082 0.0048114079982042321 0.30945964157581335 0.53707468509674083 0.0040701488032937059 0.17101369787031442 0.017250719466575068 0.31093892455101019 0.23129347101265932 0.00046039736480452126 0.0015819587279111149 0.2658939347050488 -0.35033543264906042 0.20308361108441703 0.27813846405522569 -0.13701802284593151 0.0040949822869151839 -0.57898251929286515 0.0077044722239259676 -0.29790365970826954 -0.023664293387239261 0.026736394051182378 -0.046658313637552677 -0.1952812397346867 0.44577509335441684 -0.05980683260393125 0.0050320406444370755 0.0012368714892335268 -0.34522196243193892 -0.20653581248486813 0.21390916384878964 -0.0029399358716140902 -0.27345543983392412 -0.078713373527024649 0.3337659919634462 0.41599924862384802 0.99217706918716442 -0.00043645382936131856 -0.19874853713921209 -0.073621515184640871 -0.2225713508241739 -0.1100616940266947 -0.06463796014449065 0.11209090877625735 -0.099787357625373038 0.63296817379078674 0.19249723955349615 0.27006873165622386 -0.00017741041287637957 0.26678682447960905 0.10105288556901774 0.51499781012535106
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
left_child=1 5 4 7 34 27 8 13 -7 42 -6 12 33 16 15 21 -3 32 25 31 -17 46 -22 -8 -21 38 -27 39 29 -15 45 -20 -18 -5 -2 37 49 -24 -19 40 41 -1 -10 44 -13 -30 -12 -46 -43 -4 -28 -52
right_child=2 3 36 11 10 6 23 -9 9 -11 14 43 -14 28 -16 20 17 18 19 24 22 -23 35 -25 -26 26 50 -29 30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 48 -44 -45 47 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.017579205285065971 -0.042723368171541459 0.027197127333868816 0.0037215291022570543 -0.17831841984702756 0.088983508118031449 -0.015341253363123603 -0.055586534514952581 -0.042569407871438675 -0.049689100443014521 -0.0016826248007792768 -0.045619516154008895 -0.026322763904149421 0.039483279517617528 -0.15229152184931455 -0.05810588428556978 -0.028975632782990236 0.085424710841055462 0.014041037442590552 -0.003465125418775283 0.0015161980291844644 -0.0672898044776961 0.029999225779730923 -0.016163595423554812 0.070216674776064872 0.1329897247841291 -0.098049996606935891 -0.0090944860755978324 0.060443569707015643 0.023263330249998819 0.0095676899285119937 -0.0159626802931007 0.11121805265575646 -0.10004138823652536 0.00035936949279320881 -0.066711167377519587 -0.037843935004891451 0.055326324978926679 0.0048002208587377233 -0.034893091258955886 0.013290740693560491 0.052633407307663228 0.041861300919800483 0.046401139304867792 -0.033540628668012849 -0.013341734079411645 -0.079028345150711082 -0.015823248648353515 0.031361447549648751 -0.0139374732435615 0.037736086209619095 0.015583934365593577 -0.20677066646114578
leaf_weight=2.3377659293910247 25.401504256604312 6.5084099649393456 14.243358443362018 0.1572583513916469 0.70885500768053944 12.072621077571965 0.45009392389329139 9.235082999652148 0.50236686109565099 11.401153525574044 23.232628951043814 2.9722474130394412 30.481370716450328 0.60050770294037636 6.3802880472021561 30.462670911156238 0.16707521089119826 2.3333100496820434 0.65621315587486617 26.339151803607823 1.9794419748577627 1.5362658001904481 19.901275155942127 6.8957981156418091 0.37244949456362419 0.86171562347226327 51.949115912604611 16.0135138796104 26.249793622017027 1.1843804567106406 5.3763568807862603 1.2603452642142678 1.4880703696908302 4.3725003449217175 14.539555326779007 4.9870283862801434 3.0204974375665179 26.345042541699517 15.349805175532309 7.2223944332799865 19.948597730224719 10.743291925093216 12.557629475137221 2.3775170463050008 2.6387724919768525 0.40233633387833734 6.0090499740517762 10.071025166551406 1.4434862524212793 4.1572569660711443 11.310110624566729 0.23857412586221549
leaf_count=294 15769 2374 5207 16 281 1196 55 6142 50 1452 15106 541 12300 27 2960 15278 30 662 128 7382 582 729 8522 554 35 283 16828 3244 8195 298 1255 210 363 1030 7867 4370 947 11335 4825 2115 5575 1224 687 463 517 57 2296 1685 118 1427 2966 20
internal_value=0 0.0125246 -0.0245859 0.00301238 -0.0301918 0.0326476 0.0185072 -0.00400828 0.00965698 0.0219968 -0.0231893 0.0244219 0.0335324 -0.00167072 -0.0238602 -0.0219425 -0.00558853 -0.00749216 -0.00638588 0.00808599 -0.0167562 -0.036025 -0.00975362 0.0623941 0.00343572 -0.0114364 -0.00676118 0.0433905 0.0120939 -0.0458432 0.015346 0.0722772 -0.0806183 -0.0065097 -0.0514811 -0.00750832 0.0176644 -0.0042239 -0.0284286 0.0368184 0.0417383 0.0267289 0.042643 0.00674435 0.0128826 0.021668 -0.0395097 0.0220747 0.0352415 0.0114352 -0.0054955 0.0106829
internal_weight=0 316.542 182.905 214.953 161.484 101.589 43.8797 161.883 36.5338 24.4611 121.543 53.0707 35.0111 152.648 120.834 114.453 118.834 112.326 110.671 28.6282 83.6755 30.7779 53.2128 7.34589 26.7116 82.0426 64.3595 57.7091 33.8134 1.78489 32.0285 1.91656 1.65515 4.52976 39.9411 51.2333 21.4211 46.2463 17.6831 41.6955 34.4731 14.5245 13.06 18.0596 15.682 26.6521 29.2417 12.7098 12.1868 18.4006 63.4978 11.5487
internal_count=177872 85196 92676 68632 85095 16564 3994 52080 3385 2189 61459 16552 13346 45938 61178 58218 36106 33732 33339 7755 40087 18131 24809 609 7417 25584 20097 12570 9832 325 9507 338 393 1046 23636 24227 7581 19857 5487 9326 7211 1636 737 3206 2743 8252 17402 2202 1342 6634 19814 2986
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=3 2 1 3 9 2 6 3 1 13 6 9 6 9 2 16 6 2 3 9 3 7 16 13 9 11 5 1 3 10 6 13 2 3 10 6 16 13 11 14 2 3 10 5 7 11 1 10 14 11 5 13
split_gain=16.1465 6.27594 3.70874 2.52509 1.27462 1.46327 1.68885 1.14726 1.0267 0.899855 0.864465 0.892029 0.78221 0.795502 0.755476 0.67832 0.670825 0.86876 1.00932 0.865039 0.611791 0.581576 0.661054 0.574508 0.573392 0.557948 0.556407 0.689399 0.516534 0.476307 0.468021 0.46898 0.460587 0.457075 0.450787 0.504856 0.479401 0.448408 0.470635 0.446212 0.423502 0.777281 1.00645 0.544153 0.535338 0.695837 0.513809 0.581031 0.502041 0.415421 0.41203 0.488803
threshold=-0.05573677958454936 0.11172915995121004 0.15765450149774554 -0.36253310248139309 0.054758187856094334 0.0014263533521443608 0.19564606843077351 0.16187668271595615 0.0012727091088891032 -0.32685059291551372 0.19564606843077351 -0.048447732666924891 0.45808475580023406 0.0069269068983299617 0.26511472463607794 -0.0016206048001114659 0.19965738377564782 7.1577360358787714e-05 -0.87832664127927262 0.04868689461530519 0.37874389422358951 0.058529957071019295 0.24313986509669822 -0.18377589477141912 0.019618160771141164 -0.044529179853852345 -0.40950476153982168 0.99217706918716442 0.0057467981241643437 -0.0033944374103477607 -0.34947356988215045 0.250014734475694 1.6029007383622232e-05 0.32025212288135668 -0.00022207868089841717 -0.33745747232732692 -0.26219815853046763 0.5506918203336314 0.018305702191437997 0.29967008028477221 0.038098800927400596 -0.30786976963281626 -0.00772904286298692 -0.075295897832108091 -0.018048108191078424 -0.019192197621451888 0.11154494807124139 0.034057914992535694 0.19193544441921287 -0.051385651774347743 -0.46544971296475096 0.051006746881568484
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
left_child=3 2 7 9 5 12 14 15 33 -1 23 -12 13 26 37 24 34 18 -18 -19 50 -17 -23 -10 -2 -24 27 -5 -13 30 -28 -32 -15 -3 35 -11 -37 38 40 -9 41 42 43 -7 -44 -46 47 -42 -49 -30 51 -4
right_child=1 8 20 4 -6 6 -8 39 10 16 11 28 -14 32 -16 21 17 19 -20 -21 -22 22 25 -25 -26 -27 29 -29 49 -31 31 -33 -34 -35 -36 36 -38 -39 -40 -41 46 -43 44 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=0.073430827551502112 -0.023432013626093443 -0.043407153636728507 0.04474001891825926 0.020946098098065215 0.050635114200381942 0.0075903253482753411 -0.020853310684082148 -0.037449519358059805 -0.057435223476591024 -0.0007691134269916793 -0.070725801958067991 -0.035982488078253196 -0.094571326889679563 0.11190671197128683 -0.035743432068239205 -0.001797721566368024 -0.036008844463551237 -0.0042289961111487201 0.055518023896554906 0.052924685769913153 -0.05930717611706187 -0.056440507732054196 -0.10602722848637897 -0.031305816359870807 0.010106178402775499 0.11299580475099109 -0.042052366580325885 -0.138996790388729 0.075683862269937729 0.039638165616535492 0.008817563496992413 0.061143021217222066 0.046809024809657408 -0.070057444394587984 0.050854737035350421 -0.042510172504063651 0.038880551726911378 0.047718276280368524 0.050071329222583762 -0.10424982202107501 -0.006713105965934045 0.021974331803468521 -0.13906336079959447 -0.14519545136514389 -0.12596921889340509 0.04746837161271808 0.016401174722506622 0.0094705712538237855 -0.14721959785516134 0.0019573483409588421 0.020599758438182014 -0.058517772061430176
leaf_weight=5.5476327692813348 46.619955959651634 16.436534039316033 0.66499320149887298 0.61383429839042836 8.1214053681469505 0.31855815675953636 21.947078018059983 11.157736796792959 11.3901972158892 4.2642161359835908 2.2209691155439968 3.6243218787549258 0.49690120369632396 1.3434943841129996 3.2997761564620296 58.762921229061249 1.3865570543566708 14.632057652503137 8.6656862703966926 3.2152128346206146 1.0073589880739735 3.5782043537328709 0.14115839953592513 32.603237865600931 5.7133570459045577 0.43452565080951888 1.4309120482066653 0.45741188939427957 0.80488266614702197 11.302652030324682 9.5305543673712219 2.0729215685933022 5.7571901960400282 10.747823318139124 19.038278875777905 0.73213788215071218 24.192294549724465 3.5373784904149934 2.9578527497724272 1.0896460595995439 15.410402094519672 30.29057099467537 0.19951404823223162 0.834584401411121 0.24735082063125524 1.8298006178665587 11.44502612861106 0.31854934539296742 0.54349570759222843 10.812715491148991 48.952569916988068 1.3880404715600887
leaf_count=597 19941 9474 142 87 1131 117 5133 5989 10312 568 827 1552 123 75 2358 21075 61 1851 402 319 332 781 25 23836 1859 52 273 38 372 2419 2206 581 1189 5814 4548 196 7100 1164 502 349 4557 10694 15 114 21 593 4068 75 28 5089 16807 254
internal_value=0 -0.0160261 -0.00527454 0.0207112 0.0122768 0.00980127 0.00339031 -0.0144547 -0.0377943 0.0345755 -0.0306204 -0.0117801 0.0278888 0.0298107 0.0108632 -0.0113584 0.0317276 0.0193666 0.0428524 0.00610931 0.0172259 -0.00435953 -0.0404396 -0.0380912 -0.0197684 0.0577394 0.0215141 -0.0484905 -0.00311925 0.0246283 0.0115767 0.0182438 0.0593721 -0.0539823 0.0388689 0.0310252 0.0364615 0.0131357 0.0112235 -0.0435338 0.0093394 0.0168637 -0.0281531 -0.103508 0.0105158 0.0259305 0.000180659 -0.0112332 -0.090287 0.00717195 0.0187573 -0.0249758
internal_weight=0 268.151 179.51 215.981 134.307 126.186 93.1799 127.498 88.6407 81.6741 61.4563 17.4629 33.0059 32.509 71.2329 115.25 76.1264 27.8995 10.0522 17.8473 52.013 62.9168 4.15389 43.9934 52.3333 0.575684 25.4083 1.07125 15.2419 24.337 13.0344 11.6035 7.10068 27.1844 48.2269 29.1886 24.9244 67.9331 64.3957 12.2474 61.4379 33.7204 3.42981 1.15314 2.27667 2.07715 27.7175 16.2724 0.862045 11.6176 51.0056 2.05303
internal_count=178085 124882 67606 53203 37561 36430 29439 50071 57276 15642 41988 7840 6991 6868 24306 43733 15045 2633 463 2170 17535 21933 858 34148 21800 77 5604 125 7013 5479 3060 2787 1264 15288 12412 7864 7296 21948 20784 6338 20282 11554 860 231 629 614 8728 4660 103 5461 17203 396
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=3 1 0 1 1 6 0 11 13 4 5 14 11 5 4 1 13 4 3 4 15 11 15 15 5 1 4 13 10 4 4 5 1 5 15 11 5 6 1 11 4 14 6 0 11 11 3 1 10 0 4 6
split_gain=14.5084 5.80097 2.65334 2.12246 2.00077 1.47224 1.5955 1.15425 1.03833 1.00131 0.997943 0.85686 0.826853 0.749745 0.719198 1.42138 0.717982 0.695565 0.676768 0.635501 0.616813 0.609119 0.606484 0.733458 0.601548 0.601458 0.582278 0.620668 0.864277 0.615637 0.552598 0.547391 0.520768 0.516901 0.511459 0.50832 0.503319 0.609948 0.956311 0.695666 0.572006 0.473784 0.444593 0.441404 0.486439 0.437957 0.435211 0.425307 0.423944 0.421246 0.442468 0.399517
threshold=-0.059267317876219743 0.067643534392118468 0.00011548568727448584 0.0017159018898382785 0.39575371146202093 0.25248373519994305 0.019000290893018249 -0.0048693286970688402 -0.041281870015530513 0.68617983651518044 -0.45586461503679759 0.17881580108339104 -0.02262668461026918 0.29413701643558221 0.20817963014444094 0.61056938767433178 -0.33586235231016337 -0.16731078514108874 0.16187668271595615 0.34696933367841176 -0.12670424276832426 -0.076170999759517591 0.097746158350509607 0.02284364264732356 -0.48251533165768196 0.86973625421524059 0.64985168277527328 -0.061528731079166683 -0.048841668051882094 -1.1307706344100457 1.4478877421205032 -0.48251533165768196 0.98882344365119945 0.47393048668927346 -0.099787357625373038 0.024031717408784362 -0.23142576192670078 -0.22978025541758354 0.41336731612682348 -0.0019514830274757029 1.0705382971094792 0.036527975254596209 0.21849518150578051 2.1600519175990488e-05 0.076592487447962307 -0.01369814815433835 0.14075656607747081 0.99873870611190807 -7.7090865051027415e-05 0.059954846277832992 0.13291080444132786 0.22573231292351151
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
left_child=2 3 13 19 16 6 14 -7 -8 10 -6 12 42 43 15 17 -3 34 -18 21 -9 -2 23 -15 -17 -12 27 28 29 -14 -24 -30 -11 -13 -4 -21 -10 39 49 -38 -40 -16 -5 -1 48 -34 -29 -47 -45 50 -39 -19
right_child=1 4 5 11 9 7 8 20 36 32 25 33 26 22 41 24 18 51 -20 35 -22 -23 30 -25 -26 -27 -28 46 31 -31 -32 -33 45 -35 -36 -37 37 38 40 -41 -42 -43 -44 44 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=0.088216965431183458 0.168485576697227 -0.051100533141811122 0.016262992213936716 -0.004110119286597244 -0.044804226549567068 0.01786687614913934 -0.011043291980517634 -0.049674604394926339 -0.0053452623110096286 -0.012511351826939132 0.026812811095081004 -0.046450667176891364 0.098876596634015435 0.018047242939487985 0.022027650830992035 -0.0024486941419734963 -0.0018658491170076303 0.003593031829331246 -0.03536692156655221 -0.047782164790382171 -0.0080201860057290322 -0.080653818243659359 0.014679458921801404 0.088231219845026687 0.07959190636448725 0.061815171683356984 -0.00017839272821871123 -0.012333638681530319 0.02988947297999647 -0.041588329318514181 -0.11493693777418486 -0.039169807198606021 -0.0081790718151120382 0.033779168104321945 0.043292080214667475 0.0026491261007038323 -0.03433361879467741 0.032512704940833373 0.065464899250273045 0.028639999046088833 0.015553234110910181 -0.026761644772074811 0.050152761196940676 0.040596598998206723 -0.072287647253841222 0.058717502501693657 -0.040158747438503735 -0.063443481712276595 0.083319933546822045 -0.0047366050015674524 -0.025236879607212527 -0.11603946270543238
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leaf_count=483 42 1471 2042 1262 281 2479 6924 917 3021 3445 4819 8994 135 218 7483 91 25332 2161 3673 10764 2712 7110 54 75 2988 3211 6293 18599 455 236 17 21774 428 364 4927 952 799 3292 3562 897 1097 920 1006 755 26 867 4710 97 323 2503 941 58
internal_value=0 -0.0146391 0.0208033 -0.0276328 0.00224502 0.0166454 0.0210923 -0.0016506 0.00930403 0.0210832 0.0346535 -0.021553 -0.0180905 0.0519383 0.0303931 0.0380538 -0.00698863 0.0293509 -0.00487877 -0.0510177 -0.01835 -0.0773055 0.0276957 0.0397365 0.07153 0.040265 -0.0204161 -0.0234309 -0.0336176 0.046044 -0.032035 -0.0367255 0.00157838 -0.0424477 0.0349938 -0.0431012 0.0172471 0.0220674 0.0280759 -0.00458232 0.0512637 0.0188338 0.0168129 0.0647972 0.0526232 0.0253353 -0.0160844 0.0478632 0.0563059 0.0147857 0.02569 -0.00236904
internal_weight=0 264.395 205.062 149.405 114.991 180.927 145.548 35.3787 64.2062 37.8164 22.2927 118.603 101.771 24.1345 81.3422 48.8969 77.1741 38.8341 73.6701 30.8012 19.0664 7.0932 8.38394 6.98231 10.0628 20.8303 95.4207 83.0467 34.7705 1.29649 1.40164 33.474 15.5236 16.8322 32.9674 23.708 46.1809 38.0608 31.0576 7.00316 11.297 32.4454 6.35065 15.7506 10.4011 5.77397 48.2762 3.44845 10.1126 19.7606 12.6752 5.86668
internal_count=178085 126320 51765 82696 43624 49814 43706 6108 23036 13148 8311 63828 54470 1951 20670 12267 30476 9188 29005 18868 3629 7152 364 293 3079 8030 52202 45909 22600 371 71 22229 4837 9358 6969 11716 16112 13091 11395 1696 4659 8403 2268 1587 1104 1392 23309 964 1078 6736 4233 2219
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=3 1 0 1 1 4 3 13 0 15 4 15 10 11 4 7 6 6 7 4 1 10 1 4 4 1 6 0 1 7 13 7 11 15 12 6 7 15 10 7 13 16 3 16 10 1 12 4 1 6 7 1
split_gain=11.6802 4.47759 4.14733 2.64665 0.968732 1.24269 0.911911 0.927008 0.900582 0.822763 0.746198 0.856501 0.736306 0.707416 0.688964 0.68207 0.632818 0.615585 0.601551 0.58949 0.710495 0.833519 0.571397 0.571275 0.568711 0.552545 0.543495 0.530326 0.511208 0.546508 0.507538 0.50689 0.48778 0.7475 0.643016 0.486278 0.482749 0.481323 0.472647 0.46618 0.503404 0.429716 0.429261 0.42926 0.402177 0.569426 0.508609 0.489765 0.395306 0.393741 0.389572 0.386156
threshold=-0.060998277738690369 0.0087361992336809653 0.00089182975352741789 0.34855759143829351 0.43240770697593695 0.10025925793841449 0.1509973938809708 -0.045207866567321002 0.0012537208385765555 0.032572070798599466 0.68617983651518044 -0.033446105534858224 0.040169974160836126 -0.10630035807923398 0.12513136628110341 0.053861742744137193 -0.25195325030584625 -0.24580263177593256 -0.037689243074432978 0.37474668753052293 0.98674434423446666 -0.0098436525198812384 0.82130262255668651 0.304217119920208 0.43990564829044276 0.9188295602798463 0.43184049688586429 0.04572683013975621 0.99654099345207225 0.00075874350879737303 -0.015275728337299363 -0.0034540774673524881 0.00084624663730708215 -0.042457526155579024 0.76225826208895342 0.19965738377564782 -0.072551142668065227 0.30318591477344287 0.009793923655093786 0.065126073621339362 0.27319394958297633 -0.038094635159739536 0.57139897759770986 -0.14121013984550979 -0.00037117602374419218 0.97386652231216442 3.0314506113719735 1.4478877421205032 1.5839616025914441e-05 0.27714006365191546 0.0043377332136603523 0.74657899141311657
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
left_child=2 13 10 6 9 15 7 8 -3 26 11 32 39 -2 43 25 -14 -7 -10 22 -21 -22 -5 37 36 -6 27 -4 35 -30 50 -20 33 -1 49 -19 -8 -15 -37 40 41 -9 -38 -11 -32 46 47 -46 -25 -34 -12 -35
right_child=1 3 4 19 5 17 24 12 18 14 30 -13 16 23 -16 -17 -18 28 31 20 21 -23 -24 48 -26 -27 -28 -29 29 -31 44 -33 34 51 -36 38 42 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.06305299105608328 0.11652297563172063 0.07790799568093415 0.004270209626402917 0.013889378041991347 0.036615545787393997 -0.015815426457930892 0.018272731575418324 -0.017974792869471276 0.011314290002255105 0.057941246240676203 -0.0050997540153628583 0.069115636572570416 -0.10779368030595693 -0.060685592568804507 -0.014900629398157337 -0.042932112325410332 -0.022198934456344063 0.024909025070358123 -0.037019000292559737 -0.011127035402207759 -0.024829788145603396 0.049241959479186366 0.048482386538709343 -0.058627164122448311 0.008043561943186785 0.079428214208613512 -0.048218114253554767 -0.017904655304194789 0.010404042022244486 0.083839631991531549 0.026892382478401491 -0.016639397552909687 0.039800776172077133 -0.100183826281525 -0.16069369195678698 -0.0044608242931031047 -0.034646682999775719 0.02822021125532357 0.089693260018867821 -0.039947382516408392 0.016706623807519357 2.9583047892379168e-05 -0.072466959588249905 0.017713593557958783 0.052923596967016887 0.069091687042455593 0.11340364483172505 -0.070176968376096008 -0.029037083549404541 -0.035889161972762824 0.070925189216775195 0.085194483216775585
leaf_weight=4.2771781141964311 0.26414963696879468 0.89320108230458473 38.386652856403089 12.436115433243687 10.956728023602404 7.1888458062312557 1.3907152414540238 17.433361416276966 4.8133415288248207 2.942964998001119 5.0071385920819038 16.051264515870571 1.1211109133582793 16.422408989300497 6.1837515959050497 0.84878155250771747 3.6354518899825043 14.304726217822465 21.95100945915328 12.856573071760069 2.126305920392042 5.2251801971324303 7.7550183149087379 5.53833413490793 3.0549160961854787 4.1816697506146747 2.6491026154253623 14.979127658760261 1.9075960357040447 2.1580760695942445 11.757681554219747 27.583819964889702 1.7736016431736068 0.44862667609413875 0.21891591203166161 14.249610906001177 14.313352596278493 0.62267906686065444 0.53626543242717239 3.1689655792579279 13.520024442179418 55.151470378364138 3.8142199983358287 25.969680571683966 0.50384445682720602 6.5284276596721611 0.31946414448611893 0.83703492773929611 24.77191109094565 1.0985155528760513 0.76095724869810499 0.13322416720620822
leaf_count=777 127 211 11198 4448 4039 1326 625 7741 2188 687 437 2576 86 15843 2855 269 1104 6905 12391 5069 478 1333 2994 1319 2101 1714 737 5229 575 548 1038 12493 283 51 26 1874 9772 379 130 903 4817 22495 2575 6951 96 383 24 65 15791 139 92 53
internal_value=0 -0.0141161 0.0181611 -0.00789678 0.00973674 0.0200431 -0.0133111 -0.0104758 -0.0207552 0.00336186 0.0431331 0.0558217 -0.00443403 -0.0418228 0.0153632 0.043623 -0.0426963 0.0106844 -0.0224014 0.0151296 0.00304962 0.0278097 0.0272065 -0.042749 -0.0320375 0.0485201 -0.00416009 -0.00195786 0.0164354 0.0495773 0.0312597 -0.0256804 0.0288878 0.0485868 -0.00217816 0.0117764 -0.0383124 -0.057412 -0.000943424 -0.00238738 -0.000997154 -0.004298 -0.042667 0.021841 0.0388091 0.055825 0.00348335 -0.0238347 -0.0344747 0.0108089 0.00511504 -0.0564837
internal_weight=0 259.864 197.159 212.244 147.444 56.3323 171.845 149.272 55.2414 91.1113 49.7159 24.0013 94.0304 47.6195 35.0964 15.9872 4.75656 40.3451 54.3482 40.3992 20.2081 7.35149 20.1911 47.3553 22.5732 15.1384 56.0149 53.3658 33.1563 4.06567 25.7145 49.5348 7.95006 4.85903 3.09103 29.0906 19.5183 17.0451 14.7859 89.2738 86.1049 72.5848 18.1276 28.9126 19.9465 8.18877 1.66034 1.34088 30.3102 2.87212 5.7681 0.581851
internal_count=178360 127283 51077 93824 45037 17380 79502 64429 27283 27657 6040 3905 37146 33459 10493 6022 1190 11358 27072 14322 6880 1811 7442 33332 15073 5753 17164 16427 10032 1123 2135 24884 1329 881 448 8909 12972 16222 2004 35956 35053 30236 12347 7638 1606 568 185 161 17110 422 529 104
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=0 1 0 1 1 4 3 4 2 3 8 9 13 4 4 4 5 9 4 2 4 2 4 13 8 7 1 13 7 2 1 8 7 5 1 8 14 16 0 8 16 3 13 4 3 5 14 13 5 8 0 5
split_gain=9.86406 5.82051 1.92646 1.92434 1.81096 1.66075 1.04874 0.993256 0.934349 0.842662 0.839374 0.778525 0.744162 0.963518 1.20107 0.83241 0.738575 0.652662 0.633228 0.613799 0.603718 0.586898 0.696655 0.571889 0.595526 0.55569 0.548512 0.540666 0.522555 0.500797 0.477674 0.474698 0.465887 0.44939 0.534368 0.521691 0.522862 0.500601 0.554084 0.475408 0.447869 0.445884 0.440571 0.70962 0.434388 0.42645 0.426179 0.416949 0.416365 0.402165 0.400005 0.396968
threshold=0.005824651801958681 0.058348009362816818 0.00035606228630058473 0.0040701488032937059 0.65737277269363414 0.38725053955037186 -0.0013760244473814962 0.68617983651518044 0.0078129037283360975 0.24281008169054988 -0.0023613064429972939 0.029763362499035762 0.031088206666702787 -1.0987507526884011 -1.360099786884772 0.065748650993736016 -0.46544971296475096 0.024979572556836607 0.304217119920208 0.0050776696298271426 -1.0845910231899147 0.091363936662673964 0.66633267950383601 0.402990294364512 -0.014400059854637286 0.053861742744137193 0.050967048853635795 0.16711519556181842 -0.049047170824058822 0.054079076275229461 0.17096888273954394 -0.039489819448854289 -0.0024256169072380727 -0.39112838112770382 0.9188295602798463 0.0023521890603015135 -0.022674007861042234 -0.12560743320803194 0.00011548568727448584 -0.0062967146134144105 -0.064711268662636434 0.017151836305856708 0.15440520955458045 -1.0987507526884011 -0.13662796420976517 -0.39112838112770382 -0.002313507102891381 0.054998300560481751 -1.0000000180025095e-35 0.0025484197614844607 0.00011548568727448584 0.24406378490760081
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
left_child=2 3 7 18 9 16 10 42 -5 12 -4 21 17 14 25 23 -6 19 28 -3 26 44 -23 24 -15 -14 -13 31 45 41 -31 -18 -7 34 -9 36 37 38 39 -35 -21 -16 -1 48 -10 -2 -12 -32 -44 -46 -38 -24
right_child=1 4 6 8 5 32 -8 33 11 -11 46 20 13 15 29 -17 27 -19 -20 40 -22 22 51 -25 -26 -27 -28 -29 -30 30 47 -33 -34 35 -36 -37 50 -39 -40 -41 -42 -43 43 -45 49 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.070922547759546484 0.11882393066496132 0.034378833622526014 0.0090046693924194076 0.021266678482874789 -0.036352739385105408 -0.012169798677473569 -0.053039932173272346 0.055794492697029602 0.011930822717806313 -0.040553768656090727 0.039359111860508195 0.054313043833599334 0.030273407110613132 -0.012448459241471296 -0.044865966235808658 -0.0081842321827696098 -0.060366354232405689 0.017593438652285017 -0.035140866840192859 -0.032224920361304275 -0.025586690464375329 -0.03861726279637135 -0.033590809592066992 0.045107861050214616 0.019382373400441945 -0.050935177958876747 -0.049629388917141061 0.062311461594279666 -0.071330610642922052 0.0080074831821826242 -0.16214703201714775 0.034272254598219198 0.013549448188511433 -0.03495135353544785 -0.13948368453368368 0.066135149786605993 -0.099470398722028661 0.036665859605472223 -0.078970424975573883 0.098480259641692491 -0.010274907447685477 -0.12185520386162248 -0.13751330085086075 0.048748795277128859 -0.02521130745595539 -0.034188637043452763 0.0072063049357894956 -0.021531793516726433 0.066213500537770295 -0.0075306796005030112 0.018993482277976075 0.019818464421041879
leaf_weight=13.856265187194369 0.23900038251304068 2.6315339681168544 34.815071654138592 6.0923551866726475 1.1859142077737512 11.469400188791044 2.0670670663275805 0.22929476707941177 5.3029365509173649 5.6524660722316176 20.408940533408899 3.3591455305504501 5.3536388681459384 7.2237667205299649 4.9533681792818225 16.413019271356461 0.54169094443205068 8.0946620945651357 26.951451337914477 11.761490400351247 2.290164105810617 27.503664219536404 2.2371574947901527 6.6678214320600082 31.281429496291821 0.98295553949719749 0.58331610919412913 9.2626811499521846 9.3110900816545819 3.0791896245209505 0.32235937775112677 10.774772917484368 18.190447337699879 0.53780459560221061 0.31463109972537495 3.8088212169313911 0.55465985201590118 13.338085045910701 0.8232994967183912 0.49991277849767957 44.255611020236756 0.88209295280830691 0.3403069528285414 3.0014261722280926 31.745798069057855 0.61109952128390332 5.1760561977716852 0.57251869590254501 0.12712219494278576 21.656924735951179 0.55845753836911172 3.6177768192501389
leaf_count=1917 112 1044 8492 2436 182 3381 790 16 1478 3481 4633 931 1097 2194 825 8304 114 1976 15159 5038 1360 22527 2757 2358 11637 150 144 3703 10265 730 19 4575 6572 34 28 275 39 1003 81 34 18041 126 51 691 14243 656 1597 120 30 9785 61 1068
internal_value=0 -0.00810392 0.0275228 -0.0236483 0.00281028 0.0190027 0.0167158 0.0452768 -0.0166901 -0.00273787 0.0191178 -0.019046 -0.0012536 0.00539617 -0.0163358 0.0110967 0.0399691 -0.00899758 -0.0432031 -0.0126718 0.0151243 -0.0213617 -0.0319535 0.0181027 0.0134078 0.0175699 0.0387818 0.0443946 -0.0644896 -0.0382299 -0.0107803 0.0296555 0.00360255 0.0304294 -0.0579943 0.0328683 0.0250378 0.0298911 -0.0185528 0.0298986 -0.0148923 -0.056835 0.0629376 0.030845 -0.0153354 0.0103671 0.0328638 -0.0743351 -0.0817156 -0.018046 -0.0406657 -0.0006286
internal_weight=0 343.055 100.457 141.502 201.553 51.4249 62.4671 37.9901 104.389 150.128 60.4001 98.2969 144.475 77.7322 16.1461 61.586 21.7651 66.7433 37.1126 58.6486 6.23263 92.0643 33.3586 45.173 38.5052 6.33659 3.94246 20.5791 10.1612 9.80953 3.97407 11.3165 29.6598 20.665 0.543926 20.121 16.3122 15.1991 1.86102 1.03772 56.0171 5.83546 17.3251 3.46886 58.7057 0.8501 25.585 0.894878 0.467429 53.4027 1.11312 5.85493
internal_count=178360 158588 19772 82921 75667 18527 15512 4260 56729 57140 14722 54293 53659 27560 3067 24493 8574 26099 26192 24123 2435 51858 26352 16189 13831 1247 1075 8392 11033 1820 869 4689 9953 1571 44 1527 1252 1152 149 68 23079 951 2689 772 25506 768 6230 139 81 24028 100 3825
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=3 0 3 1 2 2 9 6 5 13 4 2 1 13 6 4 5 2 9 4 6 16 6 4 6 1 5 6 13 2 5 11 13 16 9 0 9 3 13 0 0 12 1 13 13 6 16 9 11 2 11 1
split_gain=9.94266 3.5288 2.29643 1.89724 1.55778 0.956462 0.661869 0.855377 0.650611 0.951832 0.928155 0.745975 0.693148 0.638333 0.658047 0.590276 0.737638 0.569984 0.591232 0.577908 0.563502 0.542793 0.526346 0.521504 0.498974 0.486203 0.486117 0.477581 0.508344 0.471951 0.528535 0.464315 0.462563 0.60701 0.501903 0.460502 0.450705 0.589523 0.496244 0.45025 0.436478 0.434871 0.425888 0.419113 0.413448 0.404255 0.398178 0.704711 0.39392 0.392733 0.385895 0.385406
threshold=-0.0013760244473814962 0.00035606228630058473 0.25226651132106787 0.19252240657806399 0.026094062253832821 0.092885222285985961 0.062254917898927321 0.43184049688586429 -0.40950476153982168 -0.18743994609619966 0.31549858303287553 0.00047093169996514922 0.53707468509674083 0.402990294364512 0.21390916384878964 0.32489060357337823 0.2658939347050488 0.39760011434555059 -0.09246443839802472 0.64985168277527328 -0.12875554190568414 0.18946798253023114 0.32796053196915181 -1.0492694159390941 -0.24580263177593256 0.9188295602798463 -0.26287918110256997 0.19965738377564782 0.075686808739460945 0.97035053372383129 0.23583048929739875 -0.0015528727090849453 -0.13429311251216589 0.021802587160866537 -0.0087138250220452785 0.00018030158389592546 0.0097109611714395402 -0.41181009262800211 -0.21141609425944297 0.0010701752034947278 0.032218316569924361 0.56564561953661918 0.01067123841494322 0.58208937192824173 0.402990294364512 -0.15572193435341405 0.18946798253023114 0.0045967045665211244 0.020230346091842565 0.00084944444824941467 0.10659388841202663 0.97386652231216442
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
left_child=1 27 4 5 20 6 7 13 9 -5 12 45 -10 36 -15 39 24 18 -6 -19 -2 -18 32 -7 -17 -26 -22 35 -29 30 -21 -4 -20 40 44 46 38 -38 -3 -13 48 -14 -28 -42 -35 51 -1 -48 -34 -40 -11 -12
right_child=2 3 31 8 17 23 -8 -9 10 50 11 15 41 14 -16 16 21 19 22 29 26 -23 -24 -25 25 -27 42 28 -30 -31 -32 -33 33 34 -36 -37 37 -39 49 -41 43 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.065387565666742017 -0.018830837002323242 -0.030697166801894146 -0.022761783141738205 0.06440182414372847 -0.07633504048102549 0.014540329102501061 0.034780304233812752 -0.05325526310346268 0.018292260827350967 -0.013675985423774704 -0.032146962214653151 -0.15427179086258841 0.033114704474138855 0.039868287015822262 -0.040753869343296042 -0.036399748045718001 -0.022950093755857898 -0.054184614359080722 -0.029604973054591917 -0.047037473483624179 -0.020406578401335987 0.086408457267279151 0.024074686068503978 -0.02503032405449598 0.0081714405418497789 0.050641802154699114 -0.019134484626685794 0.042064129445379496 0.0064769999178092511 -0.040017566299559763 0.020816474793802664 -0.051638876103983281 -0.040415596258048525 -0.012373542802198633 0.0097498641104713513 0.025966145765301499 0.064909691008972967 0.0082848589988513896 0.04309007896944192 0.016475348127341055 -0.017501127285404146 0.062845827403768956 0.030814602110830903 0.077759273732914511 -0.085148821120920107 0.030770479064748571 -0.1519158005394112 0.051072616983665713 -0.14340926178134691 -0.0017283975782077712 -0.10729851475053959 0.017947168856862341
leaf_weight=13.140920082660159 5.5425250448024626 5.8577133323415174 7.4056535722820653 1.6169170933717385 1.5546700892955403 3.9828797816517207 6.3729986589169121 2.7465890157618551 22.83696019700983 8.6323448378570866 2.1834995712561094 0.41875630890717985 14.749757535755636 7.5120269020917458 1.1551083145604932 1.5286499762587507 10.456644132260404 8.5542983367240613 18.929913053568271 1.5998997188507909 2.8394970184708717 0.45736352034146044 3.38919359241845 20.006605999105886 7.1859978430402389 4.3042212604996166 1.9417718472268415 10.707950156947847 6.4262687710361197 5.5979349590743368 3.9369521399821679 22.950092261265127 3.3690613254857449 4.3117286903725498 16.824285034712375 5.0994537602709888 2.0322196946945068 17.92884590907488 1.9957345007023821 0.23418035179201979 27.977024078681101 7.4433828795663421 13.49686268046389 0.45251713451580045 0.93801166657067359 18.080679592600063 0.22170120741793731 0.5821546053775819 0.40515158521884576 67.659659745662793 0.4470343285356656 5.0645281309843995
leaf_count=1865 2223 1847 4580 257 466 949 948 1035 8567 1716 493 4 6231 2355 236 323 2035 10339 12119 2300 1018 54 2071 11955 5320 2523 1241 673 415 2854 1364 17128 1722 1860 7761 1078 389 5155 785 136 15434 3013 5577 210 267 3993 34 77 46 22248 99 789
internal_value=0 0.0117719 -0.0200122 0.00743052 -0.0138689 -0.000323608 0.00351896 0.00164965 0.0175032 -0.00586948 0.0201369 0.0107401 0.0305447 0.00310644 0.0290626 -0.00166918 0.000922781 -0.0194516 -0.0156143 -0.0346556 0.0090588 -0.0182356 -0.0143646 -0.0184547 0.0169866 0.0241339 0.0175258 0.0409008 0.0287373 -0.0195907 0.00112286 -0.0446112 -0.0161495 -0.0114487 0.00132485 0.0518078 0.000745222 0.0141019 -0.00278793 -0.0942068 -0.0202003 0.0431281 0.0245177 -0.0159377 -0.0256179 0.0227782 0.0612132 -0.00696584 -0.0520858 -0.000433721 -0.0184842 0.00281479
internal_weight=0 279.07 152.017 242.891 121.661 137.25 113.261 106.888 105.641 10.6963 94.9446 49.9145 45.0301 104.141 8.66714 24.5858 23.9329 97.8406 78.1516 19.6891 23.8207 10.914 76.5969 23.9895 13.0189 11.4902 18.2781 36.1784 17.1342 11.1348 5.53685 30.3557 73.2077 54.2778 22.074 19.0442 95.4742 19.9611 75.5131 0.652937 32.2038 22.1931 15.4386 28.4295 5.24974 25.3287 13.9448 0.803856 3.77421 69.6554 9.07938 7.24803
internal_count=178177 87597 90580 83455 68872 47902 34998 34050 35553 2072 33481 15670 17811 33015 2591 10395 10255 58813 41956 16857 10059 2089 41490 12904 8166 7843 7836 4142 1088 6518 3664 21708 39419 27300 9888 3054 30424 5544 24880 140 17412 9244 6818 15644 2127 5275 1976 111 1768 23033 1815 1282
shrinkage=0.1


Tree=31
num_leaves=53
num_cat=0
split_feature=3 2 3 1 1 9 8 6 3 14 15 2 6 8 8 6 9 13 9 8 2 10 10 8 10 2 12 10 15 4 1 2 3 4 8 8 2 9 2 9 6 1 6 12 4 8 1 1 10 3 12 12
split_gain=8.69784 2.88674 2.33602 1.178 0.985257 0.955119 0.702634 0.711945 0.661961 0.644829 0.74151 0.620466 0.549737 0.510106 0.503695 0.538209 0.580527 0.513211 0.591475 0.592888 0.560082 0.525523 0.496323 0.461431 0.689414 0.588511 0.448235 0.437318 0.419014 0.375225 0.372986 0.375402 0.361892 0.492592 0.574068 0.616746 0.456269 0.396863 0.37336 0.377823 0.355157 0.353382 0.352883 0.441954 0.416777 0.683149 0.40014 0.401393 0.344607 0.344513 0.341842 0.328097
threshold=-0.021199854090809819 0.12973782420158389 -0.32107159221777687 0.12655630707740786 0.19252240657806399 -0.09246443839802472 0.0044704048167338818 0.32796053196915181 0.3337659919634462 -0.03946723262207448 -0.11696055108458078 0.092885222285985961 0.47721391315610556 0.0014155214115083206 0.045978756562759009 0.15481606569093076 -0.016650556608729859 0.27922330677481705 0.0087814521039584689 -0.014843131527191725 0.00066919828532263647 0.018081784248462889 0.00029140774211296926 -0.008830967797461715 0.034057914992535694 0.0019170711748301985 2.955544654410085 0.0063064896906716164 0.12913636420947636 1.2003751663587836 0.00053147133439779292 0.0027346570277586584 -0.16792201250791547 0.68619032497442722 -0.0053258424351507487 9.2739290522896519e-05 1.6029007383622232e-05 -0.0049433009517787091 3.1887308068689897e-05 0.0060085356665680227 -0.20681123626068881 0.99570447206497203 0.19965738377564782 0.31593704992242305 0.31549858303287553 -0.0032498102838932441 0.99356287717819225 0.99654099345207225 -0.00015162504496516702 0.024265255779027942 0.68766768657975363 2.0587938272243731
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
left_child=2 3 9 5 11 -2 30 49 27 10 -1 12 13 -4 15 17 50 18 19 21 -20 -6 -12 24 -5 29 -24 -3 40 -25 -7 -32 33 -18 41 -36 -34 -38 39 -39 -29 -35 43 -11 -45 -46 -44 -48 -27 -8 -17 -31
right_child=1 8 4 23 14 6 7 -9 -10 42 22 -13 -14 -15 -16 16 32 -19 20 -21 -22 -23 26 25 -26 48 -28 28 -30 51 31 -33 36 34 35 -37 37 38 -40 -41 -42 -43 46 44 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.0011495993716213102 -0.086632456891471518 -0.033942291483674364 -0.0020131654029576823 -0.013237790364119296 -0.045695612552182387 -0.080565581912435819 0.0081865489488009528 0.061976531716176841 -0.049904991042583571 0.010330280754809752 0.032211409341639206 -0.018396992369848885 -0.064923227354263605 0.014721211297331244 0.087808172188030664 -0.065135736806189254 0.0056436203745107334 0.045438217159094435 0.094809703706527776 0.015537513113104967 0.025743566753186009 0.1109479605137863 0.048578987915734173 0.065408246849779944 0.095167048774043708 -0.0021826743877217838 0.10970868383797926 0.0196258084619024 0.024166395004849926 0.035744843900768562 0.03404491892299906 -0.018024658126912448 0.061678772791565452 0.032056214465023734 -0.15836065800290988 -0.0027363335123368592 0.042112762009647697 -0.0055263027221266418 0.0068393093384476952 -0.15976427651974159 -0.026453547809203233 -0.1408206715268519 0.004250330919442419 0.078304412705663018 -0.05305920360052483 0.066066863151755403 -0.11464574437331705 0.011888889578385752 0.026118808194286882 -0.013780586120153549 0.010070614028357277 -0.057122943747898926
leaf_weight=6.231328681438753 1.6898475694651995 29.330947811975875 45.021965899130009 10.807346754882015 2.6078261658258302 0.91315593006583995 14.396400259958687 1.792543672127066 16.561556052760352 10.904710935967161 37.916588962372771 15.188519330403322 1.1319207286287554 30.571626316175752 0.94754950037167773 1.7723528879141697 7.132610289017979 7.8531460406338729 1.6291738707332104 21.448018255126957 4.1669341958295263 0.21652713294679404 10.136261622483287 3.4987140230041431 0.60276641287055177 11.344044471437885 1.3615620616328659 1.9200553864102428 2.4771066975627027 1.3293373389824408 1.4057306364702515 53.449455617399508 2.0910309980608845 0.80524533170682833 0.65865017080795929 0.40948041800584178 3.2060467118790283 0.37392851639014679 9.4343371055892913 0.26018498439952964 12.397033175508112 0.12053173058666289 4.5637597833228929 2.1989334858481007 0.83272867331834266 1.0933294069764086 0.61209881806280442 0.41146968159591779 6.9109991839686691 14.129371978695415 0.90610730239131942 0.51293507668742666
leaf_count=1290 525 24297 14163 3762 959 564 5716 839 13214 3348 7956 8129 485 9271 223 501 1235 3477 369 10019 1485 45 2162 1515 176 4895 128 1113 1518 397 607 26417 153 125 62 55 749 40 2333 17 9980 14 766 910 335 495 34 27 3139 7809 179 155
internal_value=0 -0.015294 0.0136931 -0.00637782 0.00675231 -0.0125628 -0.0110915 0.00116145 -0.0327511 0.0280639 0.0336607 5.72301e-05 0.00371379 0.00475642 0.016068 0.0150003 0.00425363 0.0226946 0.0167314 0.00986117 0.0453849 -0.0330741 0.0377586 0.00912934 -0.00737334 0.0171089 0.0559745 -0.0265752 -0.0136865 0.0462503 -0.017751 -0.0166798 0.00909583 -0.00666879 -0.0503769 -0.0997114 0.0184563 0.0115752 0.00179473 -0.0714169 -0.0202574 0.00734179 0.012942 0.0209122 0.0487236 0.0145488 -0.00849581 -0.0644381 0.00854654 -0.00269599 -0.0397942 0.00959232
internal_weight=0 185.469 234.216 122.783 157.954 87.7765 86.0867 30.3183 62.6867 76.2628 55.6457 91.914 76.7255 75.5936 66.0397 65.0921 27.1705 37.9216 30.0685 24.2724 5.79611 2.82435 49.4144 35.0061 11.4101 23.596 11.4978 46.1251 16.7942 5.34099 55.7683 54.8552 24.492 9.12652 1.99391 1.06813 15.3655 13.2745 10.0685 0.634114 14.3171 0.925777 20.617 15.0297 4.12499 1.92606 5.58733 1.02357 18.255 28.5258 2.67846 1.84227
internal_count=178177 106638 71539 56516 54088 42477 41952 14364 50122 17451 11536 32048 23919 23434 22040 21817 5463 16354 12877 11023 1854 1004 10246 14039 3938 10101 2290 36908 12611 2067 27588 27024 4783 1491 256 117 3292 3139 2390 57 11093 139 5915 5088 1740 830 827 61 8034 13525 680 552
shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=3 2 2 0 3 0 6 13 0 7 13 8 3 6 11 6 15 11 3 4 7 11 13 8 16 4 7 12 4 2 12 13 12 2 4 2 3 6 15 13 12 13 7 6 8 2 13 2 6 2 6 6
split_gain=7.79507 4.40581 1.79656 1.5444 0.917943 0.658643 0.591845 0.562771 0.733714 0.548115 0.580308 0.515363 0.490482 0.482097 0.523984 0.468732 0.443806 0.4376 0.50385 0.662373 0.449947 0.430707 0.411422 0.401652 0.397686 0.39451 0.388443 0.387774 0.381482 0.522218 0.363537 0.357351 0.367064 0.353212 0.340097 0.339337 0.372002 0.33439 0.332133 0.326037 0.321782 0.320863 0.314693 0.311501 0.310851 0.433167 0.309671 0.308517 0.440223 0.433979 0.308276 0.307948
threshold=-0.13662796420976517 0.19308340549468997 0.010132760275155308 0.00011548568727448584 0.39657501177862292 0.0048114079982042321 0.19965738377564782 0.39072389852660494 0.0024014562368392949 0.09585904556980869 0.61805052764320634 -0.0040060151414161088 -1.0000000180025095e-35 0.19844581905382033 -0.0071218314490071972 0.19564606843077351 0.14627594218766027 -0.0095751584166884115 -0.6868279706686734 1.4478877421205032 0.0030283489391185743 -0.10630035807923398 -0.45601161432220472 -0.057645613640944775 0.095402999081536918 0.32489060357337823 -0.033754756430794071 1.8424261019637458 1.3812505565736257 0.0061781085096299657 0.61312895585831606 0.082213031645343007 -0.84777878927600814 0.089762110263109221 0.63658826236408961 0.63845145702362072 0.62851089774630975 -0.10671548656637055 -0.17131300264195007 -0.087633164603390531 -1.3011794210551082 0.33210323831438548 0.0031395310615259576 0.1179393818623891 -0.0021751777658404526 0.0015819587279111149 0.04716959786182167 0.4750210195779801 -0.24324238225387546 0.98697185516357433 -0.25744501882693094 0.16427389004697432
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
left_child=3 2 25 6 5 12 -1 8 31 10 11 26 16 28 40 47 -4 18 -8 -20 27 -17 51 -12 -24 -2 41 -19 29 44 -27 32 -5 -33 35 36 -23 -31 -34 -28 -15 -7 43 -30 -10 -46 -22 -3 49 -49 -51 -13
right_child=1 15 4 7 -6 9 17 -9 13 -11 23 22 -14 14 -16 21 -18 20 19 -21 46 34 24 -25 -26 30 39 -29 42 37 -32 33 38 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 50 -52 -53
leaf_value=0.070083328816491194 0.02164947444929418 -0.028531153090419523 0.018906116552615211 0.057927945635133829 -0.048320218935379453 0.011606061393829595 0.095687747482594787 0.03788019582185248 0.021804148210444952 -0.046640484355515516 -0.073089766448567059 -0.050903034399582249 -0.066309197358659838 -0.052281303049478305 -0.016808975691731818 0.10484832553223503 0.085778478810273118 0.051965021149285896 0.06440530111797671 -0.037543518219854466 0.017286374720635458 -0.0095076664869672214 -0.0047636865266554749 0.05089248705054028 0.012011776775323793 -0.008072299395790572 -0.034852627980089763 -0.038368784734205123 0.01332617774041989 0.022618704601562664 0.014932868308787482 0.012262892515612777 -0.040991576729248719 0.12671706890148401 -0.012245450609583677 -0.072004444052528691 -0.082830039597972221 0.0020257270230876695 0.030924212934586477 -0.01423370604320701 0.022576036995932237 -0.075126713032406409 -0.053182820203443115 -0.11996812843130991 0.083431414942430823 0.02012986428462776 -0.063116199973733675 -0.010236314976451059 -0.059058029042007201 -0.063891782057388977 0.050398189016499943 0.021221137436501308
leaf_weight=7.7045827957081228 28.426929137527623 13.074997913616242 5.4317882230625401 5.6010197952600764 5.2467174049379528 6.7882092489198831 1.8227146648132473 11.827837482876928 6.0510292612998455 3.4370181598787886 0.27541430038400028 2.8690443650357333 0.54268344809679447 0.60869458333763748 12.353596506767643 0.25110475314432079 1.2015391444074337 2.5785021357878564 1.7486902502714659 0.98260089010000218 0.88249294972047199 3.4659778529130589 81.429019560455345 2.5478756489737853 17.080975858507372 12.158861275107485 9.844072800860884 0.56814022595062841 2.704656770729343 13.913573577527126 15.745966841623156 12.452584492377351 0.66489997236931486 0.2583013192634106 11.280949685176891 2.2728699751069144 0.84883820327922865 18.17822514633372 11.61173555728055 34.770641251174311 7.017417709857912 0.43755872233305115 1.3707843478186985 0.16982095858838864 2.554725421839974 1.8892288569295486 1.0147091858088968 4.8277645410744281 13.702520361000099 3.3693159489776012 0.24096178149920877 0.7341077438177307
leaf_count=1187 10869 12299 1548 1035 3361 2876 89 3612 2863 945 55 1774 187 128 2704 119 245 141 101 40 61 2502 38450 994 6516 4635 5429 29 878 4472 5047 2534 103 47 3302 2431 264 7444 2124 14756 1223 110 474 39 1093 952 67 2624 21716 991 121 303
internal_value=0 -0.0081731 -0.00214272 0.0216947 -0.00720263 -0.00590889 0.0494419 0.0172921 0.0147856 -0.00723729 -0.00636832 -0.00719397 0.0236947 0.00890881 -0.00409393 -0.0340523 0.031214 0.0327742 0.0551891 0.027723 0.0124147 -0.0209509 -0.00307046 0.0384201 -0.00185331 0.0133615 -0.0153125 0.0355322 0.0144556 0.0173053 0.00491015 0.0276091 0.0367207 0.0147607 -0.0228202 -0.0408478 -0.0242099 0.0109614 0.0269762 -0.0187951 0.0164945 0.0061842 -0.0140855 0.00476933 0.036653 0.056706 -0.0259014 -0.0407796 -0.0479844 -0.0299166 -0.0560563 -0.0361767
internal_weight=0 282.304 228.968 126.531 172.637 167.39 17.3024 109.228 97.4003 160.214 156.777 153.954 7.17601 66.8118 19.9797 53.3353 6.63333 9.59785 4.55401 2.73129 5.04384 18.1197 102.113 2.82329 98.51 56.3318 51.8405 3.14664 46.832 42.5868 27.9048 30.5885 17.8777 12.7109 17.8686 6.58769 4.31482 32.0918 12.2766 44.6147 7.62611 7.22577 4.24526 2.87448 10.495 4.44395 1.8972 35.2156 22.1406 8.43804 3.61028 3.60315
internal_count=177909 144469 98100 33440 77549 74188 1715 31725 28113 72208 71263 70214 1980 22270 4055 46369 1793 528 230 141 298 8618 47043 1049 44966 20551 23171 170 18215 16824 9682 5843 3262 2581 8499 5197 2766 11916 2227 20185 1351 2986 1391 917 4908 2045 128 37751 25452 3736 1112 2077
shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=3 2 3 2 3 9 10 14 4 13 5 5 10 14 13 13 2 4 9 4 13 13 9 12 11 12 9 5 13 13 11 8 9 14 10 4 13 11 5 4 5 2 8 11 13 5 4 9 9 10 9 16
split_gain=6.91038 3.17489 1.74217 1.16217 0.700398 0.67944 0.747304 0.609089 0.606726 0.606396 0.603833 0.594646 0.584082 0.542118 0.515816 0.514393 0.548933 0.630463 0.499464 0.485715 0.523267 0.450439 0.423381 0.400646 0.398176 0.396132 0.393898 0.36803 0.432771 0.37897 0.358973 0.347157 0.45175 0.392479 0.390681 0.354466 0.727798 0.496336 0.343468 0.405659 0.340516 0.339806 0.338096 0.333075 0.467542 0.426378 0.332471 0.437947 0.427309 0.532763 0.327065 0.327888
threshold=-0.059267317876219743 0.11397711187601091 -0.32107159221777687 0.0029691817471757536 0.13591789267957213 0.018811613107520459 -0.027886469037223124 0.12171032566846039 0.67767783475866294 0.27922330677481705 -0.40008796730297241 -0.2170758714542271 0.0043908652892265124 -0.11526913050944552 0.80528086005777932 -0.26885058250595845 0.00084944444824941467 1.3812505565736257 0.02642027822149318 1.4479210507513469 0.17727280248067637 0.0059209284072107909 -0.0070413249410730813 0.0931187700675951 -0.009312609950579526 3.0314506113719735 0.12716949501990679 -0.43682238754146335 0.045083989999775878 0.10495971650484169 -0.044529179853852345 0.002168336628600236 -0.012826210696822224 -0.49993522590368666 0.0089079038019202385 1.4283992748279719 0.14884000649515386 -0.00052110101129813002 -0.2170758714542271 0.97005451419967115 0.49065947099647517 0.0001484907261328772 -0.00034918276892576357 -0.010797135355331394 -0.25148421617463962 -0.50946605988818017 1.4479210507513469 0.00080333216329225908 0.004245413575125377 -0.014057634010176826 -0.019495314053260399 -0.016921948870562711
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
left_child=2 3 15 8 14 6 11 27 10 13 21 -4 -9 42 26 23 31 -18 -6 20 -19 -2 -14 -1 -13 50 -5 29 -29 -3 -24 34 -33 41 35 43 37 46 39 -10 -11 -34 -8 45 -45 -17 47 -37 -49 -50 -15 -52
right_child=1 7 5 4 18 -7 9 12 38 40 -12 24 22 25 -16 16 17 19 -20 -21 -22 -23 30 -25 -26 -27 -28 28 -30 -31 -32 32 33 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 48 49 -51 51 -53
leaf_value=0.065438792474562565 0.051546733630348486 0.026195742877881192 -0.065768296155778741 -0.004797063830570384 -0.032513189998290039 0.02731898808133142 0.0056943481348839782 -0.058287768424558219 0.025161541463670969 0.02178400665633445 0.044022903198864267 0.039480517414165778 -0.050321059965863002 -0.040141137763494851 0.064619926892713883 -0.063851044651751301 0.020678270810446903 -0.11891025022671101 0.0472151126338358 0.012671370480857508 0.014403322009335832 -0.076083945562749569 0.104885071184271 -0.0066696902642672728 -0.03472053887646126 0.043585693811808657 0.071624673980579631 -0.029756292532049269 -0.0048650006829006722 -0.055310696203866916 -0.019148144582413994 -0.10342869828227493 -0.14919609646600551 0.07562100477665766 0.098611868270466224 -0.091814781870853776 0.046641106732441519 0.071678214017965605 0.0088965398555902794 -0.086590547292309139 0.11546492486579299 0.055648421337079972 0.03133379900417621 -0.14338081956068474 0.032226444235614306 0.073541107710263134 0.010660682285774038 0.045865657872378764 0.011276495531896906 -0.11144010575459445 -0.015137588052363614 0.003512866367997742
leaf_weight=5.3840726418311524 0.41158296380308346 2.8375593575474336 2.6181323602359043 119.28146912723241 12.799356796977005 14.845113032679363 13.952284330049226 10.733378674171037 0.51202259495039537 15.422530656796877 9.5247238412175665 1.3423955431208017 5.6303700283406242 2.602496206331117 1.0762134215256072 0.2283185773994777 34.202947435705937 0.8442191945650841 0.82185930707237353 1.3022250814647121 0.44190914733917452 0.7681821519654477 0.2214035262659334 0.89513684048142739 1.5269153451517912 1.6630862339552539 0.6607480198435941 28.903516764570213 9.219335663697164 0.69570053940697096 10.413623142189858 0.14552785109844979 0.13565419244696375 3.963202558545162 0.80721391792758268 0.99747905344702337 4.3331124416581588 0.70946836809161862 9.8512638638894678 0.84113685866032029 0.38164114754181433 0.15734925078140805 8.1375779778445558 0.13701286487048925 9.3827147664851474 3.4837979937947301 2.5815438812132925 0.79142122034681994 0.76336034573614642 0.6371017852216021 15.301903119808221 24.491694426531481
leaf_count=727 68 1454 604 52418 7899 3412 4297 8999 298 5512 4246 408 3636 759 382 23 11050 87 437 377 54 171 123 251 407 584 143 27558 6394 290 8474 27 11 713 159 46 442 45 3034 224 73 28 2229 10 2226 712 407 37 50 33 5855 10006
internal_value=0 -0.0105524 0.0159531 -0.00268843 -0.00616456 0.00755165 0.00419086 -0.0284789 0.0186617 0.00658534 0.0356664 -0.0314767 -0.0401806 0.00237823 -0.00374283 0.0278303 0.025217 0.0170743 -0.0276479 -0.0303675 -0.073528 -0.0314544 -0.0281817 0.0551694 2.31729e-05 -0.0040321 -0.00436562 -0.0208809 -0.0237418 0.00995254 -0.016397 0.0354413 0.0613287 0.0673646 0.0308161 0.0284697 0.015003 -0.0062208 0.00238519 -0.0445244 0.0241721 -0.0422694 0.015157 0.0394406 0.0294392 0.0648293 -0.0159864 -0.0374953 -0.0122413 -0.0452401 -0.00591733 -0.00366235
internal_weight=0 225.203 174.611 156.549 134.64 102.286 87.4407 68.6549 21.9089 81.9532 10.7045 5.48744 26.9988 66.149 121.018 72.3248 66.0456 36.7913 13.6212 2.58835 1.28613 1.17977 16.2654 6.27921 2.86931 44.0592 119.942 41.6561 38.1229 3.53326 10.635 29.2543 4.40173 4.25621 24.8525 24.0453 10.8135 6.48037 11.2044 1.35316 15.8042 0.293003 22.0899 13.2318 9.51973 3.71212 5.77091 3.18936 2.19188 1.40046 42.3961 39.7936
internal_count=177909 126248 51661 69320 61279 34146 30734 56928 8041 29315 4485 1419 21232 23730 52943 17515 16537 11568 8336 518 141 239 12233 978 815 17204 52561 35696 33952 1744 8597 4969 779 752 4190 4031 1060 618 3556 522 5585 39 6526 2971 2236 735 573 166 120 83 16620 15861
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 9 9 9 5 5 13 14 1 10 5 1 6 1 1 8 11 14 5 6 5 7 8 6 1 8 10 15 7 11 15 8 5 7 10 5 13 1 10 15 6 1 12 12 5 5 7 7 11 9 7
split_gain=6.1779 2.68225 1.17419 1.01565 0.959639 0.785226 0.785464 0.771606 0.754053 0.633176 0.6797 0.605032 1.09521 1.36505 0.661684 0.57998 0.568474 0.546922 0.561523 0.544104 0.519374 0.614117 0.449613 0.536009 0.424354 0.441151 0.409444 0.407065 0.403526 0.393757 0.384526 0.430051 0.382684 0.474855 0.373253 0.514627 0.36799 0.367257 0.414791 0.429446 0.654255 0.516369 0.482419 0.42761 0.437549 0.421432 0.368656 0.365624 0.904724 0.360107 0.356537 0.354512
threshold=0.19883764535188678 0.001554456655867398 0.02642027822149318 -0.074045265395781226 0.007272992424681878 -0.45586461503679759 0.63296817379078674 -0.15711259749275278 -0.036891673197741774 0.78602641820907604 -0.00090369852080797702 -0.1696820365169934 0.19252240657806399 0.020927689641736892 0.035335393622517593 0.97806242108345043 -0.00097243804525255502 0.0024427183657246966 -0.035540402896918656 -0.46544971296475096 -0.13523739486271361 0.40540750305614309 -0.033754756430794071 -0.011373244786001673 -0.15572193435341405 0.99735313653945934 0.005991871490500243 -0.02182974972106724 0.38373607706537111 0.027498349180224101 0.0018059436996914872 -0.27422682743413934 -0.0027430275834826661 0.41636882577432466 -0.0399525746438808 -0.078713373527024649 0.41502098252275327 -0.2207434108265289 0.30945964157581335 -0.0089304260828440302 0.076800625540186976 -0.26776503682961456 0.99356287717819225 -1.0678212514491026 -1.0151933871043231 0.12278669793086543 0.28542519508612224 -0.011571026229862098 -0.0025335345761685539 -0.018269277946408178 -0.0022645109018959437 0.032759336430471124
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
left_child=1 26 3 28 5 15 9 19 37 29 16 12 34 -14 -13 49 17 24 -19 -5 27 -22 -4 -24 25 -11 -1 -21 -3 -7 -16 36 -23 -34 -9 -36 51 -6 -39 40 43 -42 46 45 -45 -40 -41 -48 -49 -2 -27 -32
right_child=4 2 22 7 8 6 -8 11 -10 10 -12 14 13 -15 30 -17 -18 18 -20 20 21 32 23 -25 -26 50 -28 -29 -30 -31 31 -33 33 -35 35 -37 -38 38 39 42 41 -43 -44 44 -46 -47 47 48 -50 -51 -52 -53
leaf_value=-0.052985218362692404 0.055658491460903896 -0.058635535069968693 0.035533145019575559 0.033008576700796759 0.063533797152419122 0.0088448940429550135 -0.1183431650903406 0.025326073144826322 -0.0056602826958335696 -0.0036231835014119557 0.036976636437452047 -0.012882697478396828 -0.17104817649973411 0.072242338801913539 -0.00065153231063504831 -0.10563694257935004 0.036357147144317543 0.013588829714361029 -0.18177193285464524 0.053234523398756312 -0.038360873867244717 -0.042831586775503916 -0.016645652448309005 0.020363173153627057 0.016236490665722757 0.002864913637690964 -0.027019300489302581 -0.010646025508292334 0.079304340855528524 -0.029164237893663642 0.01658927876681068 0.01596013650794964 0.056344476859068696 -0.018852683151735248 -0.12226717998237879 -0.01322924096605916 -0.10466379032276714 0.0011654412685835936 0.019292984043737998 0.054701385363174648 -0.10895844529933985 0.071954008842674375 0.10689228091637376 -0.15460356506992093 7.3767580128387752e-05 0.15707859793515069 0.099477366563245045 -0.13421211500100103 0.02855928241054664 -0.022035800091792988 -0.14404776265043978 -0.094738929713930539
leaf_weight=12.160584832184215 0.68041122349677596 4.6856685277161878 7.7302232899764958 1.8494028015556967 4.8390289553026404 39.103390062313338 0.42226522999408089 2.4922778888758321 4.4860828258424581 6.0078659108439778 20.499227201171379 31.311870126376107 0.87984040943410835 0.29914426839968655 62.959774174501945 0.72914398874854658 9.1206411542061669 0.27980134284734959 0.28744604816893016 1.0978223129241076 19.420890862632408 1.33764350466663 6.2837201053153029 10.313267688628907 22.8951598254007 0.26715587000944652 12.262430327748005 9.4266533195204811 0.20728521055571025 2.9125944051120305 1.3182489511382329 29.709852335536198 1.7243702632622437 1.6085117205111599 0.42171523382421483 30.983512991964748 0.49028179590823118 3.446825941387945 0.67093679099343706 7.3941312362330738 0.15182748922961797 2.8050000752227788 1.3946597507820104 0.17161827036761668 5.466013653269334 0.31862440991972107 0.34903263254091177 0.42849526420468498 1.4396258619890425 4.1031752452254286 0.41237040437408712 0.34649844566592936
leaf_count=10455 100 1681 1889 683 1083 17980 62 1075 1688 1738 6283 20018 97 97 25795 113 3252 101 35 351 15770 408 1870 2981 7251 84 8403 6366 52 1050 343 11271 399 618 96 19232 86 976 203 2296 30 534 246 29 1212 73 86 50 263 988 49 49
internal_value=0 -0.0085007 -0.0051098 -0.00760299 0.0176458 0.0130522 0.015036 -0.00648641 0.032463 0.0156096 0.0222213 -0.00351402 -0.0151277 -0.109163 -0.00028279 -0.0236582 0.0145058 0.00787821 -0.0878983 -0.0196193 -0.0224464 -0.0305376 0.0156413 0.00634862 0.00976588 -0.0123716 -0.039977 -0.00390483 -0.0525286 0.00619895 0.00387942 0.0128273 0.00201501 0.0201445 -0.0118021 -0.0147611 -0.030143 0.0383856 0.0332801 0.0386506 0.0231092 0.0620749 0.0521256 0.00560562 -0.00510122 0.0656271 0.0439978 0.00815197 -0.0096799 -0.0108212 -0.0876745 -0.00733093
internal_weight=0 251.321 226.898 202.571 141.083 107.721 102.208 197.678 33.3619 101.786 59.7697 161.213 35.0765 1.17898 126.137 5.51273 39.2704 30.1498 0.567247 36.4653 34.6159 24.0914 24.3272 16.597 29.5826 6.68739 24.423 10.5245 4.89295 42.016 94.8247 31.8649 4.67053 3.33288 33.8975 31.4052 2.15503 28.8758 24.0368 20.59 9.58402 2.95683 11.0059 6.62719 5.63763 0.989561 9.61128 2.21715 1.86812 4.78359 0.679526 1.66475
internal_count=177940 130085 111227 104487 47855 39086 37885 102754 8769 37823 18793 78159 20597 194 57562 1201 12510 9258 136 24595 23912 17195 6740 4851 9122 1871 18858 6717 1733 19030 37544 11749 1425 1017 20403 19328 478 7081 5998 5022 2081 564 2941 1517 1241 276 2695 399 313 1088 133 392
shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=2 3 2 0 3 2 4 8 14 0 7 3 9 8 8 10 7 9 0 13 10 7 7 7 12 9 10 7 13 8 6 14 0 0 9 7 3 7 4 10 4 13 10 6 14 4 13 10 14 3 14 14
split_gain=6.24032 2.62736 1.30752 1.09248 0.983562 0.730505 0.845823 0.672531 0.59023 0.578174 0.595399 0.464493 0.443046 0.391876 0.38405 0.524483 0.467991 0.445414 0.404574 0.395343 0.37974 0.415048 0.499461 0.366433 0.365838 0.362001 0.350702 0.362171 0.380225 0.349012 0.344887 0.341044 0.334181 0.320282 0.340888 0.320222 0.394722 0.373 0.324862 0.319913 0.317094 0.327934 0.314703 0.311734 0.527901 0.305892 0.872936 0.610133 0.797466 0.453547 0.435536 0.55392
threshold=0.081403054296970381 -0.24272250011563298 0.0040949822869151839 0.00089182975352741789 0.43421188410138717 0.5174071490764619 0.34696933367841176 -0.0035699642360906615 0.33901009859612546 0.0029447317356243734 -0.0095113804836617685 0.033542621880769737 0.017410526863084797 0.0039116138344927739 -0.012267069293960991 0.1084859163229392 -0.033754756430794071 0.093096054658923191 0.28970406949520117 0.61805052764320634 -0.078713373527024649 -0.022218228921196827 -0.015544599270255239 0.020396269861772984 3.9369189602849319 -0.09246443839802472 0.031717468778975799 0.065126073621339362 0.19149067320310867 0.0047083165879678269 0.20247968868479174 -0.30854971022969441 0.074612341821193709 0.005824651801958681 0.0064532737363787581 0.036246469362720322 -0.073621515184640871 0.038206363116068426 -0.2954495398894561 0.044168060189452581 0.33575760187047377 -0.10619209435890992 -0.011521195220183683 -0.0741080646608865 0.058491632362420103 1.4478877421205032 0.093220191590458815 -0.0040119197331205513 -0.050322601977959687 -0.5654375236481427 -0.059237461793989019 -0.091784026388046711
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
left_child=1 9 7 42 11 8 -7 20 12 10 -1 14 29 -8 16 17 30 18 26 -18 -3 31 -23 40 -24 -13 27 28 33 -5 -4 -22 -10 34 -16 38 -37 -38 -30 -31 41 -9 -2 -12 45 49 47 48 -47 -45 51 -48
right_child=3 2 4 5 -6 6 13 23 32 -11 43 25 -14 -15 15 -17 19 -19 -20 -21 21 22 24 -25 -26 -27 -28 -29 35 39 -32 -33 -34 -35 -36 36 37 -39 -40 -41 -42 -43 -44 44 -46 46 50 -49 -50 -51 -52 -53
leaf_value=0.057481269438362737 0.13720893803204973 -0.11641590246233709 0.037754620468498763 -0.021150612751494824 -0.065427872277948954 -0.060712635444019836 -0.040514140052806707 0.012587043058906353 -0.0072645248308533172 0.015414833838003928 0.040496516086985429 -0.091387828790860395 0.010056899921200334 -0.012877226668334504 0.006354737964931737 -0.10049538838617833 -0.018721311147511126 0.054882736069874344 -0.083762792972982517 0.046126289937132456 0.091762534041348653 -0.056447795655915095 0.010470418410783324 -0.01734590500851093 -0.072381187656178125 -0.010512030739416187 0.042766775530261654 -0.031604439003079458 0.032169608367346524 -0.0078908679408286834 -0.014208107117959765 0.013545318523872233 -0.077927571212931535 -0.00015826604611743182 0.05559901605984411 -0.092168453924254615 -0.11984691525153338 0.046379752797879939 0.0045291245866768684 0.054309464187081546 0.026001809873205734 0.066656415593326523 0.030931644834778584 0.045078431901142066 -0.057084509138574713 0.024285662687495782 -0.037477901725240119 0.086342577679676527 -0.16959052726235965 0.012438386136188848 0.070083204420067616 -0.17985648404819263
leaf_weight=7.8325569680928302 0.48156291099439841 0.2253634383087072 3.2748046283704779 41.880595250650003 2.3399074757962799 8.3081584175215557 8.1994620166933618 1.4669071387179426 0.95598920335760285 36.50505484203677 11.379438333642609 0.54806023433048068 7.3449943911600704 13.730115578840921 4.0108664611907434 0.4508470699947783 19.341029027204062 1.7810042461933324 0.49721847446926304 0.97163943799387098 1.039166299175122 1.21841364823923 24.491547171935959 1.3539366298646189 0.52740374648055777 26.504502630961724 2.3959420517785466 2.7315714697615467 10.834644208827743 20.121304681411861 2.0747310638907948 1.1951028520124989 2.2444786250307516 65.649983483448523 2.1511268478170678 0.55559237371198833 0.14921061681525205 0.69413346768851625 7.0023641694970147 0.8448377178501677 10.793086737152406 4.8831862791194061 0.66179274581372627 9.027130600827153 0.83390096399671065 1.4938128261856034 1.646716403280152 1.3568952751011227 0.22921465733088586 8.0771746796890547 0.27240587092819613 0.31402342434739705
leaf_count=975 48 44 822 26330 1510 13960 7241 559 578 12443 2611 203 3673 9315 1497 60 6856 274 104 349 139 306 9058 591 138 14872 685 689 3569 13181 676 267 1232 27940 578 136 36 196 3888 426 3471 2412 182 1770 194 106 144 78 15 1471 25 17
internal_value=0 0.00920025 0.00313142 -0.019405 -0.00133285 -0.0204826 -0.0335616 0.01769 -0.0150873 0.024655 0.032589 -0.000336204 -0.0131635 -0.0232349 0.00224357 0.00507195 -0.00865325 0.00557324 0.00465499 -0.0155821 0.00809751 0.00915437 0.0056143 0.0325504 0.00867425 -0.0122088 0.00512734 0.00415786 0.00523668 -0.0158794 0.0176212 0.0503572 -0.0569754 0.00189039 0.0236551 0.017716 -0.0281047 0.0151214 0.0213338 -0.00534105 0.0365048 0.0542354 0.077095 0.0269327 0.0202688 0.0231888 0.00221953 0.0366506 -0.00295931 0.0296934 -0.0451827 -0.0616774
internal_weight=0 280.122 201.153 104.773 153.959 103.63 30.2377 47.1941 73.3922 78.9683 42.4633 151.619 70.1917 21.9296 124.567 98.9045 25.6622 98.4537 96.6727 20.3127 28.697 28.4716 26.2374 18.4971 25.019 27.0526 96.1754 93.7795 91.0479 62.8467 5.34954 2.23427 3.20047 71.812 6.16199 19.2359 1.39894 0.843344 17.837 20.9661 17.1432 6.35009 1.14336 34.6307 23.2513 22.4174 5.31307 3.07992 1.72303 17.1043 2.23315 1.96074
internal_count=177940 101774 81925 76166 64940 75936 30516 16985 45420 19849 7406 63430 43610 16556 48355 39652 8703 39592 39318 7205 9952 9908 9502 7033 9196 15075 39214 38529 37840 39937 1498 406 1810 30015 2075 7825 368 232 7457 13607 6442 2971 230 6431 3820 3626 385 199 121 3241 186 161
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=1 3 3 3 14 5 7 6 15 1 4 1 6 6 6 4 7 8 7 9 1 6 4 8 3 14 14 14 4 7 13 12 12 7 1 15 8 13 9 14 5 9 14 7 5 9 9 13 15 13 9 8
split_gain=5.7279 2.78262 1.24415 0.920544 0.846982 0.66377 0.543541 0.507833 0.502411 0.497018 0.469659 0.622485 0.461243 0.474854 0.456843 0.455688 0.452115 0.506519 0.582422 0.546367 0.472739 0.492161 0.778073 0.439551 0.430496 0.427006 0.394409 0.514101 0.404093 0.374763 0.374235 0.373828 0.367154 0.452418 0.367001 0.366956 0.360839 0.358814 0.346508 0.333028 0.345422 0.327911 0.506731 0.378569 0.330379 0.325931 0.323381 0.338887 0.322859 0.321536 0.400451 0.319194
threshold=0.22862926125526431 -0.02224558591842651 0.29558382462710148 -0.51392404345551757 -0.11771109321490232 -0.50946605988818017 -0.037689243074432978 -0.09884539994492679 0.015699589878097494 0.031736446544528014 0.1849380464591123 0.89647167921066295 0.26240932609618212 0.28199478261637134 0.19844581905382033 -1.0987507526884011 0.11562666993480583 -0.001239702832499966 -0.0239666505461479 0.018811613107520459 0.74657899141311657 -0.23886173830281521 -1.2196248594557513 -0.0050727467840385437 0.048977343365550048 -0.26716425444874964 -0.10618804925072411 -0.021434060536086635 0.2152977133357262 0.00066025651512691271 0.0059209284072107909 -0.18796302116226424 0.24972126190490529 0.006797709294226629 0.99873870611190807 0.095678775913350708 -0.10565169271045104 0.41575939540216972 -0.074045265395781226 -0.089707731782005071 -0.03773014432306443 -0.027712172055809163 -0.26716425444874964 0.032759336430471124 -0.55750238151462594 0.010256729103733596 -0.12550948278618301 -0.25148421617463962 0.11669958549597921 0.34089465802820124 -0.014994515150078927 -0.0084403464217281642
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
left_child=1 3 8 12 16 -6 -5 36 46 15 11 49 25 -14 -4 -10 17 18 19 30 21 22 -19 37 31 -1 -25 34 29 -29 -2 -23 35 -34 -28 -22 -8 -12 -16 40 -13 43 44 -38 -43 -26 -3 -48 -40 50 -7 -20
right_child=4 2 14 6 5 10 7 -9 9 -11 23 39 13 -15 38 -17 -18 20 51 -21 32 24 -24 26 45 -27 27 28 -30 -31 -32 -33 33 -35 -36 -37 41 -39 48 -41 -42 42 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.085211622216867303 0.078800783144171299 -0.099492933603199843 -0.051472414440473679 0.023452023351530019 -0.041708274618088112 -0.040210586735302631 -0.12764351518042125 -0.0080194258569119929 0.017280986497369002 4.3395062779601376e-05 -0.018171261595802943 0.067217344294530232 -0.14733653107291286 0.0045701220100572157 -0.083077041618672354 -0.024504027434534101 -0.053149789191843703 -0.19144446486979144 0.0067522097744213624 0.092097586260230402 0.084580899104445981 0.052129790343269145 0.022405465441558598 -0.039914703559619784 0.01410227275884721 0.028569021463505657 0.032331874032439888 -0.1900371392030045 0.00056515036585753572 -0.0054470842041085595 -0.0053755418931289269 0.0033408106571172092 0.047584163671198568 -0.01313318482953707 -0.070821966162809918 0.023661288925352325 0.0076848866594917981 0.033122813772127994 -0.019656674211245159 0.067502095134940363 -0.055566213234215067 -0.1772101620861819 0.0071921617493803415 -0.099499743813456609 0.064351627559274191 -0.13364509488085133 -0.039849025008899919 -0.01749512425673928 0.050784734497494523 0.040035623067658017 0.012338534745942605 0.024685809582329382
leaf_weight=1.6106894685071882 0.75647159857180613 0.50200296743423578 14.152613335372736 8.6794739197648578 2.5381536712811785 1.5727816114667899 0.17788870082586328 60.468553582182722 2.9853249610969241 32.749528587521127 11.353713677199265 0.39675324800191447 0.23683854582486574 1.0710753256280439 0.71834721269624413 20.1411998111098 0.72500619792845 0.26004772254964337 20.450298561752785 2.0025762047844182 4.0852107284881622 4.1497720439001569 0.43118513202352904 1.3527591661368195 0.31309336794583931 7.5225419113667149 10.730474478263204 0.20424261962762358 6.3951366102974134 0.22026280661521014 1.6561687770354181 2.5242809299034006 6.2343244319054065 1.5187231952586442 0.34023054942008535 1.3253905320452757 0.7385365895461351 1.5332446968277498 4.6574080078007674 3.6118403644413766 0.49495775754621707 0.041684644296765661 26.891694701098452 0.57404331903671846 2.0501445506852241 0.2626773701122147 7.7082969607545229 56.460749491777278 0.73873452713814902 3.6996256232778242 16.480847900687877 19.299137271787917
leaf_count=203 162 176 15429 1879 611 607 28 23076 1337 15939 4136 219 45 194 344 16136 196 15 6453 290 1394 1373 210 466 154 2014 3773 31 3231 118 330 927 1360 386 113 413 179 720 2159 1637 222 2 10196 66 502 65 6665 36096 410 1637 7261 6140
internal_value=0 -0.00938115 -0.0186912 0.00253119 0.0166868 0.00818116 -0.000431718 -0.00271526 -0.0148328 -0.00788384 0.0103618 0.0202784 0.0307543 -0.0245279 -0.0416077 -0.0191011 0.0245348 0.0254118 0.0193088 0.0537024 0.0381566 0.0188278 -0.0608018 0.00225131 0.0265489 0.0387029 0.0118187 0.0157659 -0.00582529 -0.0982877 0.021397 0.033734 0.0497761 0.0356876 0.0290543 0.069783 0.00780819 -0.0120316 -0.0186927 0.0540494 -0.000691984 0.00867714 0.0108994 -0.0398873 0.0580999 -0.055267 -0.020833 -0.0201906 -0.0098795 0.0132488 0.00772591 0.0154664
internal_weight=0 250.877 140.814 110.063 126.919 60.925 99.622 90.9425 120.547 55.8761 58.3869 26.2568 10.4411 1.30791 20.2671 23.1265 65.9944 65.2694 44.1647 4.41522 21.1047 7.94106 0.691233 32.1301 7.24982 9.13323 19.2431 17.8903 6.81964 0.424505 2.41264 6.67405 13.1636 7.75305 11.0707 5.4106 30.474 12.887 6.11449 4.50355 0.891711 30.2961 28.9835 1.31258 2.09183 0.575771 64.671 64.169 5.39614 21.7533 18.0536 39.7494
internal_count=177725 133075 94691 38384 44650 24782 35928 34049 76349 33412 24171 11583 2456 239 18342 17473 19868 19672 13375 782 6297 2744 225 12588 2519 2217 7732 7266 3380 149 492 2300 3553 1746 3886 1807 10973 4856 2913 2078 441 10945 10700 245 504 219 42937 42761 2569 9505 7868 12593
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=2 1 0 4 7 0 7 1 4 8 13 4 1 15 2 7 7 13 16 1 8 8 4 12 13 4 11 0 1 8 0 2 4 7 12 1 0 11 7 15 13 0 13 7 16 7 14 16 16 0 4 11
split_gain=5.91128 2.59954 1.40864 0.839142 0.784015 0.733718 0.79361 0.554472 0.534416 0.531919 0.487596 0.478485 0.698462 0.467342 0.466407 0.460813 0.409617 0.487197 0.57005 0.45609 0.402073 0.394354 0.42681 0.441037 0.391041 0.385576 0.531351 0.380426 0.348232 0.340897 0.386214 0.333005 0.306487 0.528562 0.495698 0.465079 0.438242 0.442211 0.400762 0.592495 0.639542 0.766539 0.304469 0.302938 0.300507 0.297816 0.293506 0.447245 0.495695 0.295105 0.293294 0.37162
threshold=0.013774836435914041 0.014350231271237137 0.0035137303639203314 -1.2030974470758309 0.082829790283279262 0.0029447317356243734 -0.0048645547895250123 0.53707468509674083 0.5695169202297895 0.0073635967804451443 -0.061528731079166683 1.3812505565736257 0.85504764318466198 -0.26271875543933071 0.39760011434555059 0.00028350988165618104 -0.037689243074432978 -0.35424096491732299 -0.0062480565909745784 0.068658035248518004 -0.014003186792853414 -0.067040562776571819 0.2393528535898464 -1.1995467117497729 -0.10619209435890992 1.4478877421205032 -0.013200735273139743 0.0012537208385765555 0.90859082341194164 -0.079185120153420815 0.032779984176158912 7.1577360358787714e-05 1.6241307146026178 0.0052877653076551451 1.385568662625587 0.99465543031692516 0.00018030158389592546 -0.0098418714469799534 0.011270207639445242 -0.0096263735405818385 0.053030028837399247 5.9903220972046263e-05 0.33210323831438548 0.09585904556980869 -0.19059528408003715 -0.0052791649495236327 -0.12506997879365003 -0.062261663782446582 -0.068791709014179081 0.0044773726258426913 -1.1452100906776816 -0.00057643108769092274
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
left_child=4 3 13 -2 5 6 -1 14 -9 45 -8 12 21 27 16 28 29 44 -19 50 -12 -7 23 -23 -17 26 -22 -3 -14 -4 -31 -24 34 35 38 -34 37 -36 39 -27 -41 -42 46 -21 -18 -5 -30 48 49 -48 51 -20
right_child=1 2 7 9 -6 11 10 8 -10 -11 20 -13 15 -15 -16 24 17 18 19 43 25 22 31 -25 -26 32 -28 -29 42 30 -32 -33 33 -35 36 -37 -38 -39 -40 40 41 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.049536029552393085 0.033071669807499114 -0.10170746821717314 -0.043349641780413166 -0.026430246662347293 -0.033273947395797539 -0.053629170870723254 0.044811277963470751 0.025102881325320195 -0.027229902020972353 -0.020960902672118014 -0.017197451420843619 -0.0045150746693941755 0.064939791659149038 0.029403777527006132 -0.032077360101444838 -0.061577965605690455 0.029372542018105071 -0.014740398601861713 -0.01835571846408602 0.005451778298017549 0.075253014574657953 -0.0083208601769265457 0.069575132360117531 0.023461482806775 0.050790275558329927 0.048438082035920191 0.02156184546107304 0.020653799606491153 0.019683677123256041 0.041164932471578257 0.0025840287900708065 -0.0095778860952003327 0.016526991270058442 -0.059058238453411752 -0.03666190859548004 0.09436944190714644 -0.0088207198037517625 -0.19998484890880588 0.083902928039967406 0.035159941320415902 -0.17299804166584837 -0.01397108011440946 0.051860234779174112 -0.046331743036273826 -0.040843096996791964 -0.050653723672481589 -0.15549319949579665 0.0044568568286640475 -0.18514856003101249 -0.0027799845005990038 -0.016289132932943717 0.019498852058709312
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leaf_count=2163 957 67 324 8355 831 248 1334 4496 1586 14751 993 3776 583 3080 9073 150 312 30912 1360 19681 689 2211 155 9167 5052 76 3845 114 1741 908 3833 5939 409 120 21 137 80 21 23 38 21 55 635 346 3628 16606 18 985 38 326 13816 1640
internal_value=0 -0.00938876 -0.00456522 -0.0312323 0.0173827 0.0186302 0.0282514 -0.00694184 0.0141077 -0.0341494 0.0204482 0.0123184 0.0162084 0.0247509 -0.00835001 0.0316562 -0.00722755 -0.00867929 -0.00744172 -0.00212885 0.0147282 0.00858401 0.0101745 0.0170567 0.0471385 0.0191517 0.0293963 -0.0411937 0.0164285 0.00962334 0.0144517 -0.00581068 0.00407587 0.0210127 -0.0137637 0.033619 -0.0644827 -0.12151 0.005983 -0.00836484 -0.0425347 -0.0854159 0.00916327 0.00422006 -0.0342468 -0.0436233 0.000907367 -0.0205783 -0.0731581 -0.0319083 -0.0105683 0.00345635
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shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 9 14 16 7 7 9 10 13 9 4 14 13 6 2 2 10 7 6 4 10 4 7 4 9 11 4 16 10 4 11 4 4 7 14 15 7 11 15 13 11 9 11 6 9 9 9 15 15 11 13
split_gain=4.16106 2.18951 1.41408 0.724684 0.782731 1.06612 0.595375 0.875387 0.577575 0.574268 0.522448 0.483008 0.611463 0.480928 0.474697 0.468114 0.441779 0.427318 0.421198 0.403608 0.493598 0.399145 0.395173 0.408568 0.519681 0.56217 0.389131 0.385079 0.370387 0.457234 0.363267 0.362913 0.362364 0.357321 0.416299 0.345867 0.353358 0.343439 0.334247 0.397038 0.319884 0.315166 0.580386 0.571668 0.497307 0.381054 0.313368 0.313056 0.300914 0.297087 0.292988 0.372136
threshold=0.0040949822869151839 0.20674497634172442 0.093096054658923191 0.29967008028477221 0.035177405112366424 0.038206363116068426 0.049581216628205686 0.028026538705404138 -0.0055485403295773734 0.27319394958297633 0.0015535010854617361 0.68617983651518044 -0.12506997879365003 0.17364119175806178 0.16757854385727133 5.865473895028118e-06 0.0011602475424297156 -0.078713373527024649 -0.0399525746438808 0.25637110661015122 0.68619032497442722 -0.078713373527024649 0.68359791905529099 0.013487750374911999 -1.0987507526884011 -0.008109055315936602 -0.0010149417998777921 1.224787868149569 0.028744248237558594 -0.031490493435164517 -1.5697748738104775 0.0025946249748712105 0.62289201107337366 -0.78456734894156999 -0.058088821727533539 -0.16198187308971765 0.21949965466477464 -0.0023154650013142834 0.011929961414878282 -0.32492794885102466 0.025288720856483593 -0.0056702431847908434 -0.0024348962340956931 -0.011134046956614041 -0.13523739486271361 0.0014757991848367781 -0.00014505694175363749 -0.010463283194739126 -0.20653581248486813 -0.27422682743413934 -0.035373083364911878 -0.19130949795172816
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
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right_child=1 14 30 47 5 13 28 -9 11 22 18 12 16 -15 31 21 -18 -19 35 20 26 27 -24 24 48 -27 -28 -29 -30 -31 -32 32 -34 34 -36 -37 -38 38 39 -41 -42 -43 43 45 -46 -47 -48 -49 -50 -51 51 -53
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internal_value=0 -0.0049084 -0.00093293 -0.00234305 -0.00139891 0.00637387 0.0200318 0.0214027 0.019115 -0.00598564 -0.00830612 0.0266542 0.0182569 -0.0232655 -0.024575 0.00969596 0.00321812 -0.00591887 -0.0011929 0.0107867 -0.00774397 0.00590932 0.011933 0.0168229 -0.00510633 -0.054639 -0.0812613 0.00677493 -0.0292886 0.0140331 0.0421049 -0.0120108 -0.0217762 -0.00108788 0.0122536 -0.0039865 0.0143941 -0.0143144 -0.00757867 -0.0401662 -0.0220148 0.01043 -0.0100003 -0.0379547 0.0349193 -0.066735 0.00817346 -0.0363698 0.0143988 0.0331591 0.0138559 0.0127992
internal_weight=0 280.033 232.96 225.586 219.513 81.4608 87.8739 85.5071 81.3813 138.053 122.233 45.1833 27.2748 10.5467 47.073 36.198 13.5858 6.36538 55.9796 70.9141 10.0726 32.6052 15.8198 14.4434 5.347 1.50173 0.819869 32.4226 2.36681 1.07411 7.37461 18.3784 12.385 9.25277 6.33304 50.729 8.50339 66.2531 35.3587 2.87304 30.8944 11.7192 4.58584 2.8284 1.75744 1.99928 5.99342 6.0725 3.84527 13.689 60.8415 59.4904
internal_count=178516 151641 104589 103434 100761 33130 26875 26022 24990 67631 60971 14436 6159 2994 47052 10554 3433 1915 26458 30136 2979 10302 6660 6015 1861 336 191 10257 853 400 1155 10328 6667 2788 2056 24711 3330 34513 16787 940 17726 2519 819 375 444 262 3661 2673 1525 2726 27157 26856
shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=3 0 14 2 2 6 9 4 4 5 4 7 6 9 6 7 9 4 0 4 3 2 0 7 10 5 14 4 0 5 5 10 0 8 5 2 10 14 3 2 8 3 8 9 7 4 4 3 7 14 8 4
split_gain=4.30507 2.20894 1.40937 0.754649 0.692117 0.614837 0.925715 0.564208 0.681266 0.505861 0.489171 0.470502 0.425013 0.423628 0.47523 0.422488 0.696547 0.471407 0.431068 0.425503 0.530946 0.421105 0.429701 0.376984 0.530412 0.479042 0.35628 0.348951 0.527954 0.357037 0.37253 0.341786 0.340092 0.33969 0.338182 0.353973 0.485897 0.417672 0.335637 0.332634 0.321564 0.317315 0.316749 0.315289 0.308442 0.306931 0.300895 0.295596 0.289891 0.36094 0.281652 0.261963
threshold=-0.0013760244473814962 0.005824651801958681 0.17881580108339104 0.027445001527667049 0.0040949822869151839 0.5056929144957194 0.04868689461530519 -1.2625242022365566 -1.2409949799220306 -0.52957613512925439 -0.019816191800495073 -0.0050001083205212602 0.43184049688586429 -0.062845029431297092 0.11310153116429598 0.01019879503576363 0.015127878613627245 -1.0845910231899147 0.00011548568727448584 -1.0187082173190147 -0.43076751101762051 0.015497411601245405 0.0019062823848798873 -0.049047170824058822 -0.10510703804990858 -0.1190953143141489 -0.26716425444874964 1.224787868149569 0.02878515794873238 -0.48987028460110138 0.37041203451636751 0.0655281477313953 0.016515231691300872 -0.03437307767072921 -0.14050952029029337 0.061843387782573707 0.024180302159162628 -0.18182010313479821 0.43421188410138717 0.048543764278292663 0.0039116138344927739 0.34742695954628294 -0.0075454222624267006 0.00094658115218402173 -0.012818463828225875 -0.8114979616979171 -0.94693734273513508 -0.050678686005994671 -0.024862446228582507 -0.1951434310769449 -0.0024591730895337127 -0.33623920495420351
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
left_child=1 5 3 9 27 7 -7 43 21 -2 11 34 -13 -4 41 16 17 -10 -17 20 -19 26 -23 25 -25 -5 -9 28 47 -30 -31 33 -26 -11 50 36 -36 -38 40 -39 -34 -15 44 -1 -21 48 -35 -3 -37 -50 -6 -20
right_child=2 4 13 23 10 6 -8 8 15 31 -12 12 -14 14 -16 18 -18 19 51 42 -22 22 -24 24 32 -27 -28 -29 29 30 -32 -33 38 46 35 45 37 39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.017482586860549501 -0.099492628312366216 0.0018057425560006524 -0.084454771157158937 0.047987033180525246 -0.0051139983388082373 -0.11321740146910333 0.035384183868658971 0.087288094616383663 0.09399654021689402 -0.041686813364858397 -0.011221986130735509 0.008820915167321591 -0.034856033740170558 -0.036088516856319523 -0.014306224209950744 0.054185291542774808 0.055372424530425568 -0.12959798713971085 0.013105601024141753 -0.023619970319379218 0.0044513415566950617 -0.17265886940958933 0.011608027237370595 -0.12707087195563718 -0.050924813745861934 -0.015518473370819167 -0.071797251604103829 -0.00018594349631970944 -0.069225496624078439 0.059281342720250978 -0.0017903169861166802 0.10181963399105179 -0.016462845062486232 -0.025375771087983515 0.002427941271442787 0.01678704255154027 0.053819170554987 -0.12062559535040784 -0.032864432901592605 0.010539851908313878 -0.0024739804313020793 -0.074508708549061817 0.027704469388942072 0.06596587442476258 0.0164298719436053 -0.051947927625869111 0.015882814325853294 0.036226345299092473 -0.14063642114883798 -0.020731723076745645 0.034406062231286789 -0.01802169061743631
leaf_weight=1.8952563551574702 0.41219826537417503 9.1128938325628059 1.7494129599981558 2.2082918081468961 4.761867118828377 0.80060666496501542 0.84668108691403177 0.26487568259472027 0.88240972164202602 1.2566692318214396 32.922305966654676 66.158499404577469 2.2884669797931556 8.0710803054371372 7.8797923400029495 1.6061883836355253 7.2576928721919094 0.38638981792610128 5.927624481766542 2.30238685237964 1.0959834976238116 0.38324522029142827 0.18185605664621107 0.40175539207120792 2.435986851690358 2.5334000810034913 0.26322966266889014 8.7484066467059147 0.24970393590047013 5.9511043795846481 1.1983204835123613 0.3812471246055783 40.908684766216538 1.9544667856062101 11.104639744920862 1.849748061984428 0.23961765886633646 0.79026481589244102 7.6922678208684365 0.25065470405388623 27.468673182243492 2.9580946618461885 33.939611178879225 4.7069950233781128 11.253938291403747 3.7733078162173106 17.16311328320807 3.4189912097226651 0.27373586175963271 1.8884829213639025 2.8812516954712946 4.9412745792360502
leaf_count=364 108 4208 908 1219 1665 205 138 17 185 419 21151 24311 889 7363 4149 242 1390 29 1712 446 126 58 34 67 1571 1718 55 2636 53 3411 229 100 31021 639 3946 457 43 100 8228 38 20406 3134 8486 683 2943 2338 9692 1558 32 651 1062 1883
internal_value=0 0.00924789 -0.0136616 -0.00895307 0.00241739 0.0229044 -0.0372717 0.0241952 0.0215735 0.00790945 -0.000703143 0.00289583 0.00735203 -0.0375236 -0.0331072 0.0228087 0.0264493 0.0222212 0.00612628 0.0208948 -0.0315998 -0.0561752 -0.1148 -0.013221 -0.014867 0.0141253 0.00823508 0.0164653 0.0237678 0.044919 0.0490658 0.0101249 -0.0142645 0.00832271 -0.00806825 -0.0148526 -0.00433566 -0.0622265 -0.013079 -0.0893906 -0.0108453 -0.0464953 0.0225443 0.0521316 0.00960606 -0.0315359 0.0116453 0.0112341 -0.0121951 -0.0369243 0.00982881 -0.0010519
internal_weight=0 236.799 125.475 104.817 157.862 78.9362 1.64729 77.289 70.6867 21.1677 129.183 96.2605 68.447 20.6584 18.909 69.5935 57.1184 49.8607 12.4751 48.9783 1.48237 1.09321 0.565101 83.6491 78.9074 4.74169 0.528105 28.6794 19.931 7.39913 7.14942 20.7555 78.5056 20.3742 27.8136 20.1705 12.3852 1.28054 76.0696 1.04092 68.3774 11.0292 47.4959 6.60225 13.5563 7.78527 19.1176 12.5319 4.01197 2.16222 7.64312 10.8689
internal_count=178516 87774 90742 75188 68778 18996 343 18653 17606 10958 56683 35532 25200 15554 14646 17442 13605 12215 3837 12030 155 164 92 64230 61293 2937 72 12095 9459 3693 3640 10850 61226 10750 10332 7605 4127 181 59655 138 51427 10497 11875 1047 3389 3478 10331 5766 1140 683 2727 3595
shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=1 1 2 0 15 15 2 2 4 1 8 4 9 10 1 2 4 13 4 14 2 10 10 9 1 8 9 10 0 12 0 11 4 10 15 12 10 12 12 14 10 2 4 11 1 10 13 0 10 2 4 8
split_gain=3.5377 1.10517 1.0548 1.03925 0.590223 0.578998 0.565905 0.483326 0.662392 0.551316 0.456192 0.441246 0.665497 0.424127 0.378698 0.358101 0.416691 0.348217 0.356562 0.34635 0.377428 0.341924 0.34073 0.321667 0.428823 0.387554 0.317192 0.315144 0.308599 0.308576 0.520362 0.304852 0.297365 0.295513 0.285936 0.403447 0.353449 0.335596 0.314099 0.283296 0.281301 0.276543 0.27537 0.400306 0.376137 0.329561 0.281965 0.273446 0.272588 0.306193 0.271943 0.270573
threshold=0.066648218780756011 0.0014131505740806463 0.00059771226369775843 0.0012537208385765555 0.084900449341478487 -0.044949393423785865 0.039521496742963798 0.082760550081729903 0.65915589634251437 0.65737277269363414 0.0007835835375389422 -1.0987507526884011 -0.019495314053260399 0.056128383156213775 0.067643534392118468 0.080063994973897948 0.64985168277527328 0.21166685174585334 -1.5158001468049644 -0.013125613084547289 3.1887308068689897e-05 0.00051459128752252099 -0.003591321874710137 0.031799407519944554 0.063850887119770064 -0.014003186792853414 -0.0096458360614943717 -0.078713373527024649 0.57878559827804577 3.4087868227988953 0.029957578517496589 -0.051385651774347743 -1.2797484191524942 0.01306761447563202 -0.020634133049976539 2.2022202217802387 -0.02506534865933777 2.0587938272243731 3.4087868227988953 -0.075195437525587175 0.00066408617399538975 0.048543764278292663 1.4042160786538525 -0.018269277946408178 0.96982324123382579 0.00029140774211296926 0.18410200790564377 0.78176805377006542 -0.055527619415495728 0.10518760606646539 -0.0638731452788492 0.016195276656046295
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
left_child=1 21 10 6 15 11 23 8 9 14 19 12 -4 48 41 28 -17 18 -15 34 -21 -1 -9 24 25 -3 -22 -16 -5 31 -31 -11 -33 51 35 37 -37 -2 -38 40 -39 -7 44 -44 45 -13 -46 -14 49 -6 -23 -10
right_child=2 3 5 4 13 7 -8 22 33 29 -12 42 47 17 27 16 -18 -19 -20 20 26 50 -24 -25 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36 36 38 39 -40 -41 -42 -43 43 -45 46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.054707375110494685 0.0031854380218150815 -0.077418668271419119 -0.065256860941845005 -0.0088241226371840089 0.084470509995569418 0.1093879527664211 0.08388543116870345 -0.021340119867401919 -0.010539192889580884 -0.0297970685216188 0.040226675506762351 -0.0069729480442377286 -0.0062974228878306809 -0.10714055591079615 0.047717414250035228 -0.029476779148982508 -0.00053400014278372503 -0.038069532766688591 0.087445051164107723 -0.063011571114414966 -0.065768877750232782 -0.067290377104923721 0.0042833044778648232 0.060300619840440384 -0.1452906593300157 0.027166621482754418 0.035439832123156725 0.0091394772722170822 -0.071811200651463666 0.10685796474141705 -0.18069094663154361 -0.14246281803693969 0.039751615997560857 0.086638753027962492 0.02644312582662682 -0.12351535631081692 0.061457082975407966 0.055087615772735798 0.00085845792854388986 -0.1832051483166659 -0.13212355341171464 -0.014775068240487233 -0.099770204758128214 -0.0060673525950776432 0.0097973365424153698 0.011350187380317421 0.099751700210258906 -0.14112806259472829 -0.0032158981098642202 -0.034439741689360551 -0.021229679360672989 0.08708890769489068
leaf_weight=5.5816649066500785 11.916722172323713 0.43082686916022872 2.6051078898890401 51.511490472468722 0.70836996688013332 0.64416584491846052 1.6518540697579736 7.6632047658422406 14.90181535964984 0.67186173531990689 9.8890265530299057 22.752285086724441 9.5294587342286796 0.087120747217340866 2.1879102093662359 23.91466267664919 6.280345218943693 0.3424978722759987 1.2356328951645981 1.0924047557091392 0.38684704782463075 1.4050896960607158 15.987284917402574 0.95715527206630202 0.19016476452816267 1.6717639063972449 1.3081652168348226 53.931659962756385 0.77260477923664339 0.08589732428663488 0.15072090823377948 0.073357752058652248 13.624419438812764 0.31478641230205617 21.211022956922537 0.11717190439958391 2.6125731874453773 0.18127348643974983 1.2683089941165233 0.15869710281549565 0.11761803951230831 0.24081838418351253 0.62814395762688979 1.5595663223648433 0.72188251866827957 17.236924656710471 0.66381449598702602 0.13529977650614533 27.689687009167756 0.29709334369181306 13.50314420256745 0.27193574199191139
leaf_count=4999 2815 104 669 25090 161 159 346 4078 6258 244 2223 10606 2191 20 342 25610 5234 159 478 151 135 2263 9286 140 35 522 594 21518 515 38 37 6 7322 111 5285 18 459 44 210 15 16 125 128 647 424 8795 339 31 15772 189 10764 69
internal_value=0 -0.0121773 0.00829287 -0.00844436 -0.0104044 0.00446084 0.0365521 0.00864635 0.0120882 0.0161433 0.0209878 -0.00384168 -0.0205778 0.00151563 0.0116951 -0.0147915 -0.0234607 0.050308 0.0733908 0.0162597 -0.0176676 -0.0336021 -0.00402886 0.0121715 -0.00822716 0.00527215 0.0119029 0.010658 -0.00977873 0.0334684 -0.0761336 0.0353641 0.0385943 -0.00665714 0.018783 0.00884135 0.0363828 -9.61308e-05 0.0417461 -0.0825097 -0.0218323 0.0759718 0.000878628 -0.033553 0.0027127 0.000926563 0.0536002 -0.00843799 -0.00134501 0.049347 -0.0256451 -0.00869071
internal_weight=0 138.231 216.842 117.741 112.84 166.582 4.90176 110.75 87.0993 71.6108 50.2598 55.8325 12.2699 30.3604 57.0046 82.4791 30.195 1.66525 1.32275 40.3708 2.78742 20.4899 23.6505 3.24991 2.29276 2.10259 1.69501 56.1196 52.2841 14.6063 0.236618 14.3696 13.6978 15.4885 37.5834 16.3724 3.99805 12.3743 3.88088 0.457589 0.298892 0.884984 43.5626 2.18771 41.3749 39.9892 1.3857 9.66476 28.6952 1.00546 14.9082 15.1738
internal_count=177789 92401 85388 74375 73228 73423 1147 49593 36229 29791 11965 23830 2891 16779 22144 56449 30844 657 498 9742 880 18026 13364 801 661 626 729 21860 25605 7647 75 7572 7328 6438 8862 3577 687 2890 669 75 60 284 20939 775 20164 19401 763 2222 16122 350 13027 6327
shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 1 0 15 1 15 1 7 9 4 1 0 7 5 5 9 7 13 4 15 4 7 11 16 3 3 16 5 13 1 5 5 3 9 9 5 9 4 1 7 3 3 16 4 15 1 12 0 16 11 13 15
split_gain=3.76039 1.29235 1.14423 0.637916 0.59567 0.580165 0.553866 0.501045 0.593099 0.491263 0.590658 0.426594 0.421334 0.394495 0.372551 0.3482 0.34722 0.345385 0.33613 0.331464 0.323948 0.380928 0.337089 0.442955 0.306954 0.288506 0.305551 0.284216 0.284155 0.281453 0.322078 0.38465 0.379311 0.335782 0.368505 0.31652 0.281296 0.280818 0.319943 0.476898 0.345334 0.277784 0.276226 0.268342 0.26588 0.265338 0.265056 0.272338 0.283834 0.264986 0.26331 0.257513
threshold=-0.060998277738690369 0.090032529085874571 0.00073002724093385052 0.11908950782115628 0.0014131505740806463 -0.033446105534858224 0.98882344365119945 0.031210948409400162 0.040062345560989164 0.20817963014444094 0.56120467185974132 0.00046039736480452126 -0.082106480275529664 0.75288998274396735 0.53250365652762233 -0.054768704124083467 -0.016972917469353161 0.051006746881568484 0.63658826236408961 -0.32492794885102466 -0.73855490493600973 -0.024862446228582507 -0.076170999759517591 -0.015247226808564244 -0.059267317876219743 -0.021199854090809819 -0.2075448696999542 -0.16464659818195648 0.4447663606789517 0.06007060036063195 0.25717583510884356 -0.16716683857062373 -0.17419776972383258 0.0013956435852156737 0.0025353386864665132 -0.034531294597733818 0.0030539645633396138 1.6869998198214027 0.47200432419776922 -0.0050001083205212602 -0.038839732296764844 -0.13199661253020165 -0.074422155777641372 -1.5697748738104775 0.039393750811055686 0.96982324123382579 1.4564056436128257 0.062111686915159232 0.13707437655089008 -0.0059593885875479724 0.5506918203336314 0.0077612616045603525
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
left_child=2 3 -1 4 18 11 24 9 29 10 19 -3 -5 14 28 27 42 -18 -2 -4 21 -13 -22 45 36 26 -23 -6 43 -9 31 -31 -33 -32 -35 -34 -7 38 39 -26 -40 -12 -11 -14 -44 -24 -19 48 -48 -36 -21 -37
right_child=1 5 7 12 15 6 -8 8 -10 16 41 20 13 -15 -16 -17 17 46 -20 50 22 25 23 -25 37 -27 -28 -29 -30 30 33 32 35 34 49 51 -38 -39 40 -41 -42 -43 44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.028304059710997427 -0.058903261783607511 -0.082405448298511152 -0.034436580268997596 0.057062095039460019 -0.074043145028938995 -0.0027549697579257616 0.043953826875972268 0.014553039831217291 0.026108394800662689 0.081818433947852778 0.046828512963810597 0.035112087022305317 -0.067688221621834896 0.082221384167827982 -0.072569132236210407 -0.01358664825425163 -0.012199749103236724 -0.00076139117516851765 -0.02681235142697283 0.011072440740486612 -0.090110867546383311 -0.14199171599310642 -0.021855543261972088 0.016341660316252931 -0.020114036073182476 -0.058028457410886317 0.0045761148341226165 -0.013223261774537618 -0.058302525425484066 -0.041836522578139787 -0.012697666994198283 0.041350427408270371 0.051147070544585199 -0.23700820990573579 -0.12650706253276919 -0.097288064945129482 -0.14496884024129084 -0.046137039003597335 0.057926831378065924 0.0097859933843495051 0.013480211210662422 0.0078664202138640626 0.040087580772882873 0.0011568412013994388 -0.071755391177379974 0.02479043287520951 0.033373206963296202 -0.027667477986213912 -0.075827353034306988 -0.0060483221850899833 0.047904068329842314 -0.0083985824456417908
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leaf_count=5477 7547 155 422 541 817 148 1623 560 881 203 4143 281 159 115 257 60073 7140 6336 7980 18338 98 6 4471 5177 3805 1006 433 828 368 1173 184 485 191 5 83 188 60 428 966 10480 4967 1143 240 12972 79 699 2371 512 56 90 803 226
internal_value=0 -0.00871371 0.012241 -0.0146831 -0.0181834 0.00221322 0.0090471 0.00751694 -0.0105357 0.00989675 0.0153715 -0.00990943 -0.00045948 -0.00334972 -0.00525673 -0.0148274 0.0011853 -0.000897822 -0.0354718 0.0111543 -0.00757276 -0.0285635 -0.00126691 0.000746031 0.00550115 -0.039077 -0.00767531 -0.0475133 -0.00291105 -0.0224274 -0.0298197 -0.0207689 0.00504372 -0.0717161 -0.109568 -0.0275208 -0.0679229 0.00652642 0.00785223 0.00214755 0.0221788 0.0375407 0.0430847 -0.000664637 0.00513387 -0.0146401 0.00716036 0.022271 0.0293944 -0.0754581 0.0125185 -0.0509433
internal_weight=0 198.107 150.82 128.113 102.807 69.9937 44.7636 116.565 13.5695 102.995 63.2392 25.2301 25.3054 24.1105 23.601 86.1222 39.7561 37.8896 16.6853 53.1543 24.4611 5.63647 18.8246 18.4246 40.6542 4.84354 1.83227 3.12559 22.824 10.25 8.54524 7.04881 3.17369 1.49643 0.902517 1.67531 0.544052 40.1101 39.1397 28.0076 11.1321 10.0848 1.86655 21.9516 0.952869 9.27514 22.1227 7.59789 6.65574 0.734056 51.6224 1.29572
internal_count=177789 126460 51329 91657 77245 34803 22477 45852 4066 41786 24849 12326 14412 13871 13756 61718 16937 16415 15527 19563 12171 1726 10445 10347 20854 1445 439 1645 13499 3185 2625 2263 1090 362 178 605 208 20646 20218 14285 5933 5286 522 13131 319 5170 9275 2939 2427 173 19141 414
shrinkage=0.1


Tree=42
num_leaves=53
num_cat=0
split_feature=2 1 9 4 2 5 8 2 1 11 5 6 1 14 8 16 11 4 4 15 8 15 4 5 1 9 1 4 9 6 11 11 9 9 8 8 7 15 9 7 16 4 11 5 16 14 14 1 2 7 11 5
split_gain=3.20001 1.67399 0.982035 0.968118 0.761883 0.758313 0.664194 0.643889 0.626801 0.463328 0.454507 0.506283 0.435334 0.447413 0.426948 0.418348 0.4597 0.420864 0.479017 0.399985 0.394674 0.39234 0.373738 0.363683 0.357348 0.35008 0.348975 0.323018 0.354794 0.320146 0.317339 0.307876 0.527787 0.564761 0.39601 0.379815 0.331906 0.321308 0.301936 0.448659 0.352914 0.418382 0.301102 0.377582 0.293337 0.408437 0.286845 0.285028 0.364805 0.286507 0.274773 0.272319
threshold=0.12973782420158389 0.30945964157581335 0.054758187856094334 0.38725053955037186 5.0710861614788889e-05 -0.33057350120196322 -0.079185120153420815 0.0012919788132421675 0.93800523877143871 -0.10630035807923398 0.2658939347050488 0.26534271457246561 0.047898951917886741 -0.10827258494768496 0.0073635967804451443 -0.011902032137561034 0.10659388841202663 0.10025925793841449 0.083967411000316031 -0.19020974545728173 -0.024981723541717109 -0.1100616940266947 -1.1717249460989825 -0.40008796730297241 0.021618641912937168 -0.013633133206998844 0.033163564279675491 -0.20493747535521051 -0.018687939257809323 0.66295726745022676 -0.0058093214875660883 -0.017442367191593155 0.015127878613627245 0.010256729103733596 -0.0073891502187586828 0.0009676277414483993 0.0092833199972617488 0.1598675833308725 -0.0031391861343298467 0.024366382388642738 0.06471419237977917 -0.76347040102819197 0.020230346091842565 -0.0060726925917534659 -0.013546274027756008 0.031288716342915801 0.15600260979580635 0.97806242108345043 0.00047093169996514922 0.010987692852774402 -0.021358822930490733 -0.061768779134138203
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
left_child=1 2 4 5 -1 47 22 19 27 -2 20 -12 14 -14 -11 17 38 18 24 51 -9 -20 -4 -19 -6 -16 -18 29 -29 -7 -22 32 33 34 -21 -36 -34 -35 39 -17 -40 42 -42 -44 -26 -46 -24 48 49 -3 -37 -5
right_child=9 3 6 7 15 8 -8 10 -10 12 11 -13 13 -15 25 16 26 23 21 31 30 -23 46 -25 44 -27 -28 28 -30 -31 -32 -33 36 37 35 50 -38 -39 40 -41 41 -43 43 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.077525960397266169 0.071205170131971154 0.10165681695391052 -0.086304431592798825 0.11730014510240812 -0.031937748355418481 0.038575809411298817 0.035801404523183269 -0.074832228323941583 0.059191468653764005 -0.036835683322869357 -0.036148564095216107 0.10026266771447803 -0.055731377246491312 -0.0059336447396731631 -0.051426715572703646 -0.00024622415392627653 0.091128019582912695 0.060701500196913089 -0.17400542202113981 0.016557259008832387 0.040029037962228065 0.0035581518642567181 -0.01844495747887568 0.0011865081285051232 -0.0079943580483475465 -0.0091687308912082998 -0.098980366313495841 -0.039555737208451208 0.019685768437568196 -0.15186364960579585 -0.0040403918125862933 0.019081674795757741 0.080501692152047832 -0.050665181938314256 -0.055290261794115371 0.070320441770374012 -0.063804869353527513 -0.19399072935811321 -0.0015620016416036898 -0.026328541741071007 0.019541643388966305 0.0013038915508995206 0.0079218781479718486 0.097680425214044575 0.0012922264072259557 -0.12046167989801489 0.1314712083038431 -0.055116146598251238 -0.00075021106878047446 -0.046106904245792307 -0.042297959992166116 -0.046980583388192908
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leaf_count=221 280 119 153 84 5787 5823 1990 231 4532 27456 1590 92 1196 14641 2312 13354 18 410 50 972 1670 169 154 7750 20025 12821 147 500 5987 4 4248 7958 129 93 296 85 56 10 16929 2842 3477 7822 185 172 261 110 18 228 1882 40 53 279
internal_value=0 0.00441881 -0.00117838 0.014925 -0.00306233 0.0270705 0.0268821 0.00686624 0.0343221 -0.0208276 -0.0115147 -0.0304761 -0.0216486 -0.0104229 -0.0280735 -0.00360511 0.000418308 -0.00961812 -0.0135055 0.012751 0.00507569 -0.10802 -0.0366121 0.0059945 -0.0125879 -0.0153626 -0.0743213 0.0261517 0.0136534 0.0372501 0.0114521 0.014555 -0.00108025 -0.00995634 -0.000811484 -0.0307203 0.0595863 -0.0822143 0.00101174 -0.00604429 0.00517286 0.0132729 0.025177 0.0617232 -0.0092248 -0.06023 0.0150028 0.000568227 0.00658004 0.0713375 0.024139 -0.0363194
internal_weight=0 284.646 185.719 98.9269 174.049 39.4417 11.6698 59.4852 30.964 60.939 14.422 6.7232 60.4135 22.0074 38.406 172.902 103.598 69.3033 55.4894 45.0633 7.69876 0.513813 1.43067 13.8139 54.9756 15.6916 0.798873 23.3341 10.9933 12.3407 7.14379 43.4773 9.76442 8.53097 7.58839 2.78284 1.23345 0.942582 102.8 38.1316 64.6679 29.3506 14.7055 1.94123 46.8576 1.08389 0.707782 8.47766 7.66558 0.763853 0.860913 1.58594
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shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=0 3 3 13 4 6 14 6 4 8 9 10 14 12 6 10 12 6 10 9 7 9 10 10 0 14 13 8 14 13 0 3 14 5 13 5 10 13 13 5 7 12 0 7 6 7 13 10 0 6 12 14
split_gain=3.2858 1.19389 0.911358 0.700242 0.678291 0.661968 0.5652 0.513756 0.483117 0.47216 0.470174 0.626104 0.460043 0.43908 0.415443 0.41174 0.395315 0.38087 0.406173 0.370799 0.366486 0.326924 0.32568 0.315396 0.291375 0.288977 0.395203 0.469695 0.287703 0.283108 0.278886 0.274447 0.26133 0.246299 0.289631 0.243569 0.2435 0.235156 0.2754 0.232946 0.229824 0.229805 0.260953 0.258152 0.226914 0.247432 0.245824 0.224475 0.426386 0.273806 0.219876 0.331284
threshold=0.020505509339272979 0.048977343365550048 -0.05573677958454936 0.39072389852660494 -1.2902738006549883 0.15004019945932764 0.23747852542089587 0.5056929144957194 0.66633267950383601 -0.051487467872499817 0.015127878613627245 -0.016600134666879176 -0.30854971022969441 -1.2745772310936185 0.13702088980659524 0.024180302159162628 1.4214648062403805 -0.33745747232732692 0.028183661228487786 0.013335058540176073 -0.007136089824630285 0.093096054658923191 -0.036459495285376363 -0.06463796014449065 0.00018030158389592546 0.077569590021603504 0.16711519556181842 -0.0020802153447620378 -0.21068927197092607 -0.17713451716030276 5.9903220972046263e-05 -0.00067790783941745747 -0.016590128568834153 -0.45586461503679759 -0.27517944585132681 -0.51954715281676311 -0.0098436525198812384 -0.16030409832257222 -0.13701802284593151 0.75288998274396735 -0.01430625927306464 2.5185168823690871 0.15451644361019137 0.002375123090272106 -0.3068392115088881 -0.064530124994357577 -0.092190796278334486 -0.016600134666879176 0.019980002194643024 0.51826533614331505 0.68766768657975363 -0.26716425444874964
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
left_child=2 3 4 20 37 6 32 10 17 -7 11 30 -9 33 -10 23 -16 18 -5 -13 22 31 28 -11 -15 26 27 -22 -2 -14 -6 47 -3 -12 40 -19 -28 -1 -39 -29 -35 42 -38 -43 -24 -46 -47 48 49 -4 -21 -52
right_child=1 5 21 8 7 9 -8 12 14 15 13 19 29 24 16 -17 -18 35 -20 50 25 -23 44 -25 -26 -27 36 39 -30 -31 -32 -33 -34 34 -36 -37 41 38 -40 -41 -42 43 -44 -45 45 46 -48 -49 -50 -51 51 -53
leaf_value=0.076704336950472726 0.067203937392963833 -0.01085162182530606 -0.023275221310314627 0.036013008170053588 0.077688364725433071 -0.069168659891991419 -0.056621500666394591 0.036222844870254185 0.036674466381216707 -0.071929206352046401 -0.053131529612595874 0.017484120731933565 0.013583165011412055 0.066964580493887246 -0.090087593490375151 0.028934365210927949 0.058981348439156048 -0.070044667591259699 -0.15077347916006251 -0.0092582138365804954 -0.013621180311633738 0.079333319952947956 -0.046118101885065273 -0.0055949218524018072 0.031807005795132431 -0.012026767937844358 -0.01250465458503764 0.0033481284716205422 -0.0012305249849136229 -0.091863276595844298 -0.019865309854771435 -0.022030520289828243 -0.028592292443876552 0.10258074488650562 -0.014710388361894287 0.040485112085977812 0.030248648016049196 -0.067063752709353885 0.041280017894270889 0.067409757141635232 0.0061848813659691367 -0.081155460769578011 -0.035461173890779407 0.032317861788273415 0.015987903912607352 -0.028518583962760104 -0.0091272099513241781 0.0053397065377274689 0.1307321176767931 -0.15232219657325108 -0.16891949859981251 0.024409403033958828
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leaf_count=311 218 12114 1113 120 60 576 5723 141 553 237 129 19192 83 396 151 2229 54 53 9 280 11055 109 915 10022 2635 11872 1005 23933 996 354 1880 3698 25238 72 455 3856 5339 41 1035 77 98 176 326 227 1120 7202 9523 10539 29 46 32 64
internal_value=0 -0.00721878 0.01309 -0.0022575 0.0180977 -0.01853 -0.0263786 0.0156744 0.0228749 -0.00552235 0.0168492 0.0132685 -0.0343626 0.032279 -0.0241979 -0.00248407 -0.0616335 0.0327973 -0.0565382 0.0164087 -0.00414075 -0.00119991 -0.0127487 -0.0080939 0.0404032 -0.00104675 0.00155233 -0.00161293 0.0192572 -0.0665416 -0.0155185 -0.00242641 -0.0217408 -0.00140282 0.0137082 0.0377487 0.0167982 0.0478365 0.0361203 0.00415293 0.055273 0.0226882 0.0264269 -0.0294053 -0.0155408 -0.0133134 -0.0160127 0.00186874 -0.0222897 -0.0304386 -0.0386599 -0.101398
internal_weight=0 212.742 127.334 147.894 94.2876 64.8477 40.4329 87.2084 10.296 24.4148 85.2192 69.1945 1.98913 16.0247 1.78804 23.3199 1.10702 8.50793 0.43716 62.3957 137.598 33.0463 36.3666 19.798 12.9078 101.231 81.8677 67.8059 2.90974 1.36696 6.79881 32.5674 35.083 3.11693 2.42227 8.07077 14.0617 7.07928 5.06373 45.8177 0.976874 11.7116 10.9355 0.776152 33.4569 31.2087 28.5835 26.7275 3.34567 3.1899 1.18335 0.363854
internal_count=177711 134919 42792 78780 27258 56139 43075 25871 4796 13064 25293 21508 578 3785 758 12488 205 4038 129 19568 73984 15534 19974 10259 3031 54010 42138 35065 1214 437 1940 15425 37352 754 625 3909 7073 1387 1076 24010 170 6068 5665 403 18760 17845 16725 11727 1188 1159 376 96
shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=1 1 3 7 3 12 4 3 6 2 2 16 6 4 12 12 11 12 2 4 15 4 14 2 7 15 3 11 6 1 14 12 11 15 16 6 13 11 4 16 13 4 16 1 2 11 15 2 3 13 7 7
split_gain=2.91959 1.3637 1.0128 0.622994 0.540639 0.470261 0.620068 0.615314 0.552698 0.423121 0.416265 0.444106 0.386098 0.348797 0.342421 0.337016 0.392125 0.339481 0.508652 0.421571 0.336256 0.388301 0.317975 0.315429 0.302209 0.3011 0.300336 0.285286 0.288866 0.365241 0.283559 0.325876 0.282693 0.445319 0.362445 0.315275 0.371623 0.291448 0.280245 0.278091 0.264578 0.247989 0.412089 0.242891 0.505185 0.261434 0.37003 0.2403 0.24001 0.238543 0.236632 0.313176
threshold=0.11154494807124139 0.0043739671818912038 -0.39541161060333246 -0.14759982347751024 -0.05573677958454936 2.5185168823690871 -0.0079449508518683459 -0.62142680678516615 0.43184049688586429 0.10518760606646539 0.007363953161984683 0.19783099649764768 0.16121096166811447 -0.64231371126293524 -1.2657212641027036 -0.65353117637284164 -0.00090110312459556216 -0.45480207617072932 5.0710861614788889e-05 1.4478877421205032 0.30318591477344287 0.62289201107337366 0.25246628952437961 0.0011602475424297156 -0.035672184338324475 0.052902792035284064 0.015341510996222498 -0.039247915448845323 0.21849518150578051 0.19883764535188678 0.015214285536786346 -0.35982155370159852 0.0018698648792161328 -0.38507857774233245 0.1650043146960867 0.08622691348888642 0.66543032608080122 0.0071479511595322126 -0.68782098266587621 -0.12854691534687981 0.5506918203336314 -1.2030974470758309 0.14020077587216764 0.99735313653945934 0.00075359709444455813 -0.019192197621451888 0.037102019900697898 0.0061781085096299657 0.040144948841771118 0.80528086005777932 0.00047147773768502048 0.0022708147337750944
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
left_child=1 12 30 -4 5 6 7 27 -9 23 11 24 -1 14 -10 47 17 18 19 -17 21 22 38 -5 25 -6 -23 -2 -29 -30 31 -3 34 37 -25 36 -35 -34 -14 -31 41 42 -12 45 50 46 -19 -8 -36 -26 -45 -52
right_child=4 2 3 9 10 -7 15 8 13 -11 40 -13 20 -15 -16 16 -18 43 -20 -21 -22 26 -24 32 49 -27 -28 28 29 39 -32 -33 33 35 48 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.039896132429623539 0.10839468348064218 0.054207180715544194 0.057649470572474174 0.030122136747409736 -0.0063206919775109591 0.034127709552914408 0.038985760716704662 0.020693315309001481 0.018089555682269651 -0.017179275690118453 -0.017470553412870998 0.10339228538018988 0.062933797453583074 0.03711909395570747 -0.072028847025409501 -0.032992810377322927 -0.021093610569674577 0.011673204193664371 -0.0058436178368153962 -0.21986892977489353 0.089957215918338856 0.040000745700138465 -0.10190328255116138 -0.010553701798061964 0.011778194792433012 0.12987364035475732 -0.015208588298864505 0.061095317829116071 -0.055688629719021179 -0.065358751450102087 0.0043065530583814553 -0.0016896362327301795 0.016182529793146477 0.0084653088701054334 0.029996310519770905 -0.0093550576213639325 0.11112256160049637 -0.09829649632056757 -0.044980494587721423 0.050246524457408341 0.04118303108421207 -0.0024269327714477565 -0.12953979738292148 -0.048442838549587433 -0.19055989402387583 0.014959018317699153 -0.04513081649131246 0.0036667734107781211 -0.028801446601474625 -0.070135627017355623 0.081754226963408547 -0.016470664938634222
leaf_weight=14.228711532073705 0.73525658702419594 4.5145197322599415 1.4988861511519633 2.6390541401979126 0.26060589053668692 11.892450092469515 4.6548558016966117 28.96972092118904 0.57984563987702187 30.710889715215217 2.0998426016449225 0.54010759571974531 0.27377481199255282 0.64067421989602635 1.470573186990805 0.26778480997381793 6.2544800324048984 2.936141118241717 1.6882101036244419 0.21391229692380875 0.27806029102794205 1.1069734023549225 0.84959490091023315 64.346867412024039 16.325319192966166 0.40608283775509335 7.9673291353792592 3.4661294113702743 0.53523240488721091 0.22133279201807488 3.1918401412003732 1.3534034921904075 0.31625655676907516 26.030067795400104 3.6278314380870134 12.6034343363317 0.3400440625846376 0.69767422565200832 1.4011528308733405 1.7045550713755795 1.282357063879316 32.406825770693104 0.3730915253254351 0.92268240309749661 0.14722977692144912 25.913070548241201 1.8585540646963634 3.2844487217917049 0.84270440819818748 0.34609533160983019 0.4660102783818727 0.9738771772608743
leaf_count=20992 143 978 471 1164 81 3398 1845 11595 156 31624 567 220 190 251 449 48 2940 658 718 11 138 471 710 31987 7986 44 2718 1817 112 41 1064 404 102 11702 1169 5297 80 163 1964 308 629 18557 75 356 8 7805 397 2046 492 146 135 243
internal_value=0 -0.00767623 -0.00406408 -0.0061104 0.0111125 0.0154743 0.0129444 0.0224947 0.0166642 -0.00678974 0.0030551 0.0155294 -0.0287898 -0.0265624 -0.0466068 0.00555726 0.00195314 0.00603495 -0.0321302 -0.120805 -0.0154448 -0.0181041 -0.0526524 -0.00392441 0.0126903 0.0778422 -0.00840923 0.0500852 0.0425527 0.0161898 0.0283318 0.0413484 -0.00475495 0.00193143 -0.00863967 0.00364629 0.00986229 -0.0629222 -0.0268705 0.0364891 -0.00311661 -0.00476524 -0.0351742 0.00854374 -0.0212678 0.0109911 -0.0104301 0.0244149 0.0188434 0.0100055 -0.00938722 0.0159224
internal_weight=0 178.819 152.713 143.654 153.837 99.797 87.9046 38.3233 31.6608 142.155 54.0403 17.8782 26.1056 2.69109 2.05042 49.5813 41.642 35.3875 2.16991 0.481697 11.8769 11.5988 2.52452 111.444 17.3381 0.666689 9.0743 6.66251 5.92725 2.46112 9.05976 5.86792 108.805 39.9875 68.8174 38.9735 26.3701 1.01393 1.67493 1.92589 36.1621 34.8798 2.47293 33.2176 2.5098 30.7078 4.7947 7.9393 4.47054 16.6714 2.36257 1.43989
internal_count=177665 113880 86697 84251 63785 35480 32082 14872 12451 83780 28305 8477 27183 856 605 17210 13319 10379 777 59 6191 6053 2864 52156 8257 125 3189 2421 2278 461 2446 1382 50992 17344 33648 17079 11782 265 2154 349 19828 19199 642 9602 742 8860 1055 3891 1661 8132 734 378
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=0 1 0 1 3 10 4 9 5 14 10 10 9 0 14 15 6 3 4 3 15 6 10 14 6 1 3 10 12 15 1 10 1 4 6 1 12 3 14 0 3 14 1 14 11 14 11 5 14 9 3 12
split_gain=2.63361 1.75767 0.677118 0.63842 0.481622 0.440241 0.471603 0.523964 0.373433 0.348588 0.495503 0.326681 0.360339 0.354607 0.742999 0.321826 0.45633 0.317293 0.333935 0.298997 0.298591 0.299726 0.333509 0.298104 0.299699 0.302523 0.296139 0.28993 0.274331 0.276835 0.269113 0.268036 0.282077 0.398883 0.267062 0.479401 0.264175 0.253404 0.264964 0.292563 0.248306 0.240023 0.235983 0.280622 0.231576 0.416372 0.227928 0.225699 0.223647 0.22302 0.218783 0.21797
threshold=0.0092816338874399679 0.024829414673149589 2.1600519175990488e-05 0.11154494807124139 -0.0028423895346350032 0.00096996577701913777 1.4478877421205032 -0.0068849481043370877 0.43143621417477146 0.27813846405522569 0.029830551226104184 -0.007039839394933513 0.0021957004525956759 0.00089182975352741789 -0.37269368596595293 -0.088148803208148274 0.43184049688586429 0.47474261734168982 2.044190423367763 -0.049078948446549468 -0.0019480986239028611 -0.34947356988215045 -0.048841668051882094 -0.56827055029705731 0.18517252525559055 0.0116827879101038 -0.72277507465332735 -0.10510703804990858 0.76225826208895342 -0.0048334870395291317 0.99356287717819225 0.0049809815596110144 0.65737277269363414 0.075683333847601564 -0.29051382234801831 0.091552522033453002 1.1661370510957854 0.14075656607747081 -0.014236024962419918 0.30729676783084875 -0.069170448929071413 0.26015414570810563 0.98674434423446666 -0.1951434310769449 -0.0071218314490071972 -0.10827258494768496 -0.0071218314490071972 0.059364403309555627 -0.42240745115573036 0.019618160771141164 -0.2242800010135397 2.5185168823690871
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
left_child=2 9 30 20 5 6 15 -8 17 10 23 13 28 14 -9 16 46 18 31 -7 27 22 -22 -2 25 -25 -16 -3 40 -30 -1 32 -5 -34 35 -29 -28 41 39 -39 -13 -36 -6 -44 45 -14 -4 -37 -18 51 -10 -17
right_child=1 3 4 8 42 19 7 11 50 -11 -12 12 44 -15 26 49 48 -19 -20 -21 21 -23 -24 24 -26 -27 36 34 29 -31 -32 -33 33 -35 37 47 -38 38 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0600415943959558 -0.14088537984251326 -0.088223092848848744 0.032810177393152173 -0.00086862122175542433 -0.033069594825070069 0.034215037206620294 0.047015624865247851 0.029956938213291012 0.092528153435865124 -0.039580556547854549 0.022693756748430379 -0.07366708467985271 0.026295416845677679 -0.0069119160490767398 -0.1614919297827431 0.012888878252849779 0.047246111473104764 -0.050282575900718232 -0.029492200755535859 0.0020748621783155271 0.15035826785332407 -0.0016472925697005585 0.022587037886521329 -0.034109362505486872 -0.0072243792120815654 -0.012577936617549091 -0.10460876664041037 -0.019197486255982776 0.050001809108921838 -0.033463072499971477 0.01201109104981842 0.018138781136745396 0.034352544394852379 0.0050119666386022332 -0.0069475634216464846 0.018636781827402304 -0.015272141386946587 -0.044158950652966975 -0.046837663653820485 0.041422982690905247 0.053161994010729408 0.034741211914816578 -0.061095520185150631 0.13692286840280798 0.067994213439979578 -0.10438877881554809 -0.002385848043823911 -0.13953599191954169 -0.090568526653931933 0.035872682384343109 0.026547905866656868 0.041659429366378481
leaf_weight=4.6336121142994662 0.18525268783559923 0.46426615131531335 2.4510961129999478 43.610290755294955 2.8731740506736965 15.74427085831667 1.5824358856625611 0.66946651069883989 0.60241168216452967 8.0918353706010731 2.9221431581790958 1.1184477080096256 1.6580549264763249 2.6335631399488193 0.4561513901280706 23.598529892382434 0.12869594543008134 1.0095570504072373 2.6086155912853419 3.5484756181249386 0.2118132081232037 48.433276711589315 1.9709507899424341 16.019296258394665 13.822349390558655 11.05419777750012 0.78615200126659923 2.9975117182366371 0.72341928185778559 0.83967264529928887 1.5707740066718541 16.512601290639395 6.2323306594216801 17.946242931153392 37.708188392004558 0.1033482098209787 0.57451213286549319 0.70267857705402981 3.1119656842806753 0.87930425409285817 0.1657232003854 1.4162686553863739 0.10364622222550679 0.1670948367773234 0.9213057149099767 0.26779320783680316 7.2165342624239175 0.5313499121912173 0.72059566416282983 7.2902340299406196 2.8113370372266209 2.9531669350944858
leaf_count=547 66 104 754 22481 1644 4862 259 52 145 7206 2110 150 160 488 30 9314 24 725 1018 1584 12 25487 789 24415 7444 10643 81 1542 131 148 137 8312 3662 9402 19904 81 67 554 2959 909 44 723 34 50 124 26 2202 83 184 1728 1029 1036
internal_value=0 -0.00424715 0.0161776 0.000217931 0.0136783 0.0152653 0.0108234 -0.0064129 0.00624018 -0.020515 -0.0169946 -0.0142947 0.00219402 -0.0325785 -0.059526 0.015641 0.000360102 0.004976 0.00562794 0.0283108 -0.00536452 -7.97826e-06 0.036089 -0.0198262 -0.0192175 -0.0253319 -0.09247 -0.0110209 -0.0228905 0.00529216 0.04795 0.00672062 0.0039353 0.0125943 -0.0102332 -0.0362283 -0.0675647 -0.00806469 -0.0299765 0.00334195 -0.0568024 -0.00542353 -0.0245818 0.0620143 0.0272661 0.00734294 0.00658102 -0.113973 -0.0691499 0.0203871 0.038606 0.0161143
internal_weight=0 241.959 85.3966 189.864 79.1922 76.0483 56.7556 12.3967 91.3334 52.0951 44.0032 10.8143 5.69442 5.11985 2.48628 44.3589 10.5169 87.9196 86.9101 19.2927 98.5309 50.616 2.18276 41.0811 40.8958 27.0735 1.81682 47.9149 2.84726 1.56309 6.20439 84.3015 67.7889 24.1786 47.4506 3.63221 1.36066 43.8184 4.69395 1.58198 1.28417 39.1245 3.14392 0.270741 2.84715 1.92585 9.66763 0.634698 0.849292 33.8419 3.41375 26.5517
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shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=2 3 2 4 3 4 8 10 14 9 3 8 2 2 9 14 8 4 2 14 7 9 4 16 6 2 3 16 4 7 10 6 3 3 4 8 10 7 6 12 6 8 7 16 15 3 10 12 2 10 15 6
split_gain=1.95578 0.850597 0.682987 0.614475 0.597856 0.494839 0.482008 0.595095 0.514369 0.452947 0.425763 0.425473 0.405627 0.398764 0.345142 0.334986 0.331882 0.356831 0.466432 0.349491 0.321719 0.30614 0.305471 0.284802 0.275977 0.273975 0.270589 0.270051 0.402775 0.26814 0.265064 0.274627 0.269809 0.31886 0.263661 0.691456 0.404387 0.366672 0.50447 0.333381 0.331072 0.314148 0.432084 0.445701 0.304476 0.377359 0.288295 0.286309 0.267836 0.257671 0.349795 0.458254
threshold=0.033678581938147552 -0.33483957964926953 0.00066919828532263647 0.68617983651518044 0.34742695954628294 -1.2625242022365566 -0.019768127322004198 0.010864909168692821 -0.2973319368385004 0.0049505866440176438 0.57139897759770986 0.003367870572732269 0.4750210195779801 7.1577360358787714e-05 -0.03646413264617699 -0.15824309950790588 0.066482444358043832 -1.33381788350368 0.024060699157416824 0.070972780030655214 0.032759336430471124 -0.0070413249410730813 0.35896788710947009 -0.38537875244375797 -0.24580263177593256 0.085469074547290816 -0.11138104833662509 0.17051594667199513 -1.0987507526884011 -0.01430625927306464 0.0089079038019202385 0.19966439192060001 -0.87832664127927262 -0.49100050330162043 1.2003751663587836 -0.0054515518733256243 0.0070687415919291055 0.002588380189632109 0.22075609283554806 3.5358016763440188 0.024630573123588129 -0.008072302874375565 0.010987692852774402 0.010290968909858032 -0.10173861457051876 -0.87832664127927262 -0.0087097990256045418 0.1323786585898532 5.865473895028118e-06 -0.0081131345475990903 0.11435984814354187 -0.075636206438986942
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
left_child=2 15 3 20 5 14 7 8 -4 34 16 12 27 -11 -3 -2 17 18 19 -8 23 -6 -14 -1 -25 -16 -10 -7 -29 -15 32 -32 -19 49 35 39 -37 38 -36 44 -39 -42 43 47 -5 46 -46 -43 -44 -34 51 -51
right_child=1 4 6 9 21 11 10 -9 26 13 -12 -13 22 29 25 -17 -18 30 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 31 -33 33 -35 37 36 -38 40 -40 -41 41 42 48 -45 45 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.095371032851160276 0.050554586493628033 -0.02982869101566098 0.02494455887993938 -0.066511675898288269 -0.050518177903196494 -0.0099840427778741195 -0.021864571119829833 0.017309181474525637 -0.048989675838471497 0.05213169789743214 -0.089701393130319565 -0.0018719707731564405 -0.06563890660124104 0.081582457400813047 0.0051187362053669912 0.010350073902230437 0.045639960450556974 0.045204596379670593 0.018332545721592913 -0.10182904978935536 -0.031293789373169324 -0.018197646988934734 -0.020546180891393505 0.017030229994445586 0.054317484798904539 0.033136852381373774 -0.016781893367611829 -0.10446291296034707 -0.020944260232388323 -0.003437183127823526 0.037463701063085664 -0.0021816800351827331 0.0091117023150705159 0.0082409341761445834 0.01447160172123943 0.04110296644853028 -0.13899298767731624 -0.05331222540173728 -0.11342990930565003 -0.12209011417377345 0.027524086376473519 -0.0094061847841898413 0.11872175178044478 0.017583723302879294 -0.17779522092355504 0.014324891221526621 0.009961609504111249 -0.12528603538715602 -0.0084084301201873563 0.0020191205471278063 0.031105371322915982 -0.069438742223007041
leaf_weight=0.13030107313534145 2.6106209883291731 2.2657225568837047 1.9660000800504356 0.66175181147627871 4.2290755523276848 59.302016137680312 1.6277940006766578 5.5550797071991829 4.5501932526985911 4.7729925420062482 0.42727324360748653 49.397511757139 2.4508127180292822 0.40626993566911584 16.250048140251241 9.8689616988776816 2.3115904530459366 1.7790017807219545 1.746653595317184 0.8156909754325169 0.59808875914859605 9.5794983421133093 3.9035168186037481 2.6552850937623562 8.098883341069266 4.4302387507868835 6.1501933187846589 0.71705071090764283 2.7641106276259952 2.9623110989959969 5.8694510747063742 2.4820742866650107 3.0315470334935526 64.645453661968531 9.4822323130147161 6.9981220387308003 0.1101476388357695 2.05916933266053 0.30125196150038469 0.23579543799132796 1.7545630335444 0.29645035578869305 0.23711274936795224 0.53047853862517502 0.1714493192412192 3.8754819315563513 0.14099983445339548 0.77037173732242081 0.46830519624927547 1.479816690887674 0.79832921558045189 2.2590127979619856
leaf_count=20 563 818 515 169 4025 38374 411 1946 1466 445 296 37112 5230 64 4871 3821 544 736 495 123 290 11137 4477 581 5107 1809 2461 137 1454 691 3215 936 1110 34114 2358 1457 33 593 39 70 231 29 7 50 21 1058 28 98 60 889 316 964
internal_value=0 -0.00628047 0.00929375 0.0192479 -0.00829952 -0.00635904 0.0048726 -0.00994258 -0.0219018 0.0128484 0.00789786 -0.00896096 -0.0140241 0.0335915 0.00707853 0.0188198 0.00838489 0.00738063 -0.0210292 -0.0490957 0.039392 -0.028148 -0.0380713 0.0433204 0.0451538 0.011144 -0.0305358 -0.0115803 -0.0385863 0.0071873 0.00883046 0.0257013 0.00692061 0.0059667 0.00681982 0.0178708 0.0379759 -0.00166567 0.0103367 -0.0102653 -0.0208385 -0.00419824 -0.0283946 -0.0569932 -0.00440655 0.00564414 -0.0970516 -0.0937602 0.0361732 -0.013432 -0.0284717 -0.041279
internal_weight=0 167.769 155.213 47.7178 155.29 141.481 107.495 18.2215 12.6664 36.2353 89.2737 118.535 69.1375 8.14157 22.946 12.4796 88.8464 86.5348 4.19014 2.44348 11.4826 13.8086 6.35433 10.8845 10.7542 20.6803 10.7004 62.7832 3.48116 3.36858 82.3447 8.35153 73.9932 72.2142 28.0937 12.1937 7.10827 15.8999 9.78348 5.08548 6.11645 4.05728 2.30272 1.5973 4.84968 4.18793 0.312449 1.06682 0.705418 7.56871 4.53716 3.73883
internal_count=177864 113828 64036 13499 109444 94282 50537 6388 4442 7501 44149 86784 49672 1200 7498 4384 43853 43309 1029 534 5998 15162 9707 5708 5688 6680 3927 39965 1591 755 42280 4151 38129 37393 6301 2836 1490 3465 2397 1346 1068 475 244 177 1276 1107 49 127 67 3279 2169 1853
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=1 1 0 6 13 8 9 9 3 13 5 10 3 11 14 10 11 13 5 6 5 9 7 14 10 11 3 7 11 10 6 8 5 9 8 6 6 3 11 3 14 7 13 11 7 1 5 3 5 1 13 5
split_gain=2.57792 1.07742 0.928083 0.493603 0.606832 0.489834 0.469753 0.458568 0.422289 0.397287 0.452271 0.373258 0.358928 0.334817 0.419528 0.326567 0.402433 0.401594 0.523943 0.558774 0.317514 0.31612 0.314309 0.301329 0.334372 0.299346 0.298125 0.322175 0.285603 0.280372 0.385094 0.280076 0.280112 0.278182 0.362783 0.276097 0.270955 0.264161 0.263067 0.352758 0.274184 0.262525 0.259824 0.249182 0.249107 0.24882 0.324269 0.248513 0.248093 0.482031 0.358587 0.333211
threshold=0.49210682511329656 0.0040701488032937059 0.00035606228630058473 0.26066212251169685 -0.0019602616996172557 -0.0045803090208922127 -0.0099140997795883219 -0.09246443839802472 0.1509973938809708 0.33210323831438548 -0.48251533165768196 0.00059249411752923954 -0.72277507465332735 0.044576001250950216 -0.39572906811355829 -7.7090865051027415e-05 0.0059741800958467246 0.088819610458161682 -0.43682238754146335 -0.19200867799018462 0.17240589978625084 -0.054768704124083467 0.053861742744137193 -0.099951496223498179 0.1084859163229392 -0.024050500699076157 -0.028880048543214795 0.0050078818306024961 0.0046307952342146035 -0.055527619415495728 0.07050541349349114 -0.00043645382936131856 0.75288998274396735 0.006156888818569968 -0.0054515518733256243 0.26534271457246561 0.26038963084071648 -0.87832664127927262 -0.029853896811855626 0.036091933026909835 0.15948091569340997 0.023501400183573534 0.26097533966677183 0.025595880113697556 -0.013548639404742968 0.98882344365119945 0.20210685793388125 0.055731546599417932 -0.10832942098524574 0.99654099345207225 -0.17355333128307385 0.44461975665392456
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
left_child=1 6 13 8 38 9 -1 -7 12 33 -11 -8 -4 37 -15 16 -14 18 19 -17 21 -19 29 28 -25 -13 45 -28 -22 30 -18 35 -33 -2 -35 -6 -20 -3 39 40 -5 -16 -10 -37 -36 46 -12 -31 -9 -50 -51 -52
right_child=5 2 3 4 31 7 11 48 42 10 26 25 15 14 41 17 22 20 36 -21 23 -23 -24 24 -26 -27 27 -29 -30 47 -32 32 -34 34 44 43 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 50 51 -53
leaf_value=-0.05479448651520339 -0.00049574244980865113 0.079135897480489936 0.034462175998529208 0.015348339943183879 -0.089312513278243952 -0.13991586987455454 -0.038386403773460268 0.04026712520901829 -0.012347899300926023 -0.076820921047518184 0.056703797943922232 0.10564066698070973 -0.0074446376107185535 0.064137775350138787 0.0078266717042904509 0.19189204834987555 0.12354915355838379 -0.051216490990119837 -0.005405196213502439 0.02863855176430731 0.010235416549755183 0.0079201061726247371 -0.024640890059341888 0.027532454620575953 0.14505015994014137 -0.010387993577000874 -0.028270221304696443 0.067363568314543779 -0.094503907852866692 0.015527679582858439 0.01416673461310298 -0.016348441844387159 0.15081695684058147 0.027249300321748406 -0.1647371201196404 -0.020528101509666889 0.042110258207162743 0.028800084149762581 -0.006323078706205844 0.086196506313670887 -0.14454177428962553 -0.15496163152377074 -0.055347824537940273 -0.062039325496149489 -0.0090822525806570891 0.075685850446881184 -0.00077361223816365451 -0.029120219751572092 0.016597892864070152 -0.15886418977853778 0.065632394026118701 -0.12444504813651416
leaf_weight=3.9426960340097166 23.888947684686176 1.2305601422558536 3.0689773474841777 1.2544641502881853 1.0973506655136587 0.14905291493050654 5.8933478321923785 9.7505429868169795 13.212014410752088 0.36296347237657745 2.2090171953386748 0.20831307148182965 71.056794765670475 0.24397307223989628 0.15172285540029395 0.22817590403428778 0.52814875150215879 0.92409258756379387 40.792761038562958 1.4952315523696584 0.8240408414349083 22.629986031757653 2.2698487043962805 11.300149452401451 0.23101724145817648 14.515198688529374 1.243422868041306 0.47122874364868028 0.36103796245879494 11.689525938382756 0.79749531797278905 5.2709371473156335 0.084694973935256601 6.9587601585699304 0.14442369976313785 4.1719940747007058 1.2190286986296985 6.6753036943646276 8.6767841793944189 0.76669557653440268 0.099533263710327335 0.25929723976878449 1.5580405233395129 2.219995983516128 0.28746580105507646 1.8813855833432169 1.7545086283462294 1.3789223931980821 24.065293671183102 0.059629815135849973 3.3778295759730095 0.07909290277166281
leaf_count=4215 9646 191 986 428 219 17 6608 7066 15106 72 1460 102 38452 34 26 27 114 241 26470 585 248 12752 590 3889 23 15610 598 292 71 4999 215 2359 4 2339 14 2047 293 1291 4595 428 23 48 1075 869 113 449 433 1031 8222 13 840 26
internal_value=0 -0.00338554 -0.00114547 -0.00246715 -0.0160698 0.0176495 -0.0232331 0.0258218 -0.000732716 0.00982785 0.0298052 -0.0171558 0.00067083 0.0310923 -0.0368815 4.8982e-05 -0.00416462 0.00466882 -0.00178336 0.0519739 0.012446 0.00556351 0.00981482 0.0251691 0.0301042 -0.00862225 0.0350913 -0.00157041 -0.0225895 0.0152717 0.0587932 -0.030743 -0.0132197 0.00475404 0.0216839 -0.0432136 -0.00400942 0.0367933 0.00140747 0.0328287 0.00189128 -0.0970159 -0.0169443 -0.0350761 -0.0655443 0.0458187 0.0313697 0.0107838 0.0265491 0.021677 0.0561802 0.0606753
internal_weight=0 242.328 217.769 209.208 23.6425 76.6836 24.5596 37.4814 185.565 39.2021 7.92253 20.6169 170.795 8.56086 0.654993 167.726 87.7207 80.0055 43.7352 1.72341 36.2703 23.5541 16.6639 12.7162 11.5312 14.7235 7.55956 1.71465 1.18508 14.3941 1.32564 12.845 5.35563 31.2796 7.39065 7.48934 42.0118 7.90586 10.7975 2.12069 1.354 0.41102 14.7701 6.39199 0.43189 5.84491 3.96353 13.0684 37.3324 27.5818 3.51655 3.45692
internal_count=177864 146264 119729 118139 10972 31600 26535 16184 107167 15416 3304 22320 90986 1590 108 90000 45401 44599 27375 612 17224 12993 6949 4231 3912 15712 3232 890 319 6359 329 5498 2363 12112 2466 3135 26763 1482 5474 879 451 74 16181 2916 127 2342 1893 6030 16167 9101 879 866
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=2 2 0 4 1 5 7 3 5 4 3 5 16 2 2 10 1 7 5 13 2 1 5 5 3 5 13 5 5 1 0 5 2 14 7 16 5 0 3 0 14 10 1 0 1 16 14 4 4 4 10 1
split_gain=1.83853 1.07771 0.897692 0.572335 0.569609 0.975115 0.654652 0.542952 0.471804 0.71666 0.427728 0.419749 0.440212 0.407666 0.395929 0.34932 0.343984 0.464458 0.412266 0.341295 0.337594 0.324531 0.366566 0.329784 0.302561 0.29567 0.381108 0.434253 0.279498 0.604773 0.301888 0.288195 0.266379 0.329353 0.306314 0.265403 0.29329 0.297741 0.299074 0.262791 0.257381 0.411786 0.360696 0.377059 0.285234 0.285849 0.277193 0.256458 0.449771 0.418203 0.340037 0.310983
threshold=0.28680206835269934 0.0087309521622955816 0.0032330066896975045 0.68617983651518044 0.93800523877143871 -0.061767277693839724 0.043135859106256225 -0.0028423895346350032 -0.46544971296475096 0.304217119920208 0.39657501177862292 -0.072496050112819357 0.10528806246357349 0.66191670298576366 0.0001484907261328772 0.07998264186345376 0.043435607105493552 -0.064530124994357577 0.75288998274396735 -0.011555627833290229 0.00066919828532263647 1.5839616025914441e-05 -0.23767645013445141 0.22946942816147758 0.54504392482340347 -0.31459188533736893 0.086657886980778212 0.75288998274396735 -0.26287918110256997 0.99735313653945934 0.001678938511759043 0.21703395798736552 0.028752759099006656 0.12936573833212281 0.15236158370034353 -0.011902032137561034 -0.116457596730509 0.42661644518375402 -0.2521467169754032 0.0014634527033194902 -0.10827258494768496 -0.0075461743370265309 0.99465543031692516 0.00058532206458039593 0.99654099345207225 0.020997462119353109 -0.10618804925072411 -0.99293722596059164 -0.24412745618336104 -1.3865492349271078 -0.036459495285376363 0.04949502460658551
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
left_child=1 3 7 4 6 11 -1 15 24 13 16 12 -6 -10 -13 -3 17 -4 -19 -12 28 22 -11 -23 -2 -18 32 47 29 30 -5 -30 33 -27 35 36 -34 38 -38 -9 41 42 -33 -44 45 -43 -42 49 50 -28 -49 -51
right_child=8 2 10 20 5 -7 -8 39 9 21 19 14 -14 -15 -16 -17 25 18 -20 -21 -22 23 -24 -25 -26 26 27 -29 31 -31 -32 40 34 -35 -36 -37 37 -39 -40 -41 46 44 43 -45 -46 -47 -48 48 -50 51 -52 -53
leaf_value=0.018148725595513046 0.048073917304154237 0.02405965546260052 0.031747224499100155 0.066212025498812249 0.038398544535531397 0.083325039921194055 -0.027611932391202732 -0.09123685774727941 -0.031125624813041288 0.098841926490586873 -0.0047869209254062569 0.023735751293533378 -0.077129954304861748 -0.073130178978787971 -0.071551532301966814 0.10174761339268826 -0.013854165401850044 -0.013597800057494246 0.060501730958699901 -0.058562881889093893 -0.010524317395266845 -0.027506514204953758 -0.04933239670641959 0.0010184026483598008 -0.046396521066920486 0.012626075911352331 0.022179058275800658 0.099606967430891993 0.042185272670437465 -0.10273495237834328 -0.022385459052295175 0.0096795426274641546 0.0089188264357861462 -0.072728277982511816 -0.11977648161398467 0.00039072086403474815 0.019655180501212538 0.1011741567059533 -0.024572085913262248 0.025351576770670917 -0.11660522945346907 0.032396157323591718 -0.10401014790154428 -0.0085638672928844833 0.06176654842684464 -0.0056191285375824657 -0.0019025691995979647 0.11536538488525845 -0.0010254915166777081 0.049173938901214159 0.020805649902533033 -0.019088151088135132
leaf_weight=29.133737906210627 1.445638894343573 12.852162261022382 2.5132882207071807 0.57075194689605213 5.7889014713996403 3.4665831141101062 3.4860606666115919 0.57939853498828497 5.9818925296131074 0.15949583785914034 2.2549252633589276 0.86134672441403359 0.33359736146303465 3.7999875811858601 0.85213693217519904 0.59087584869121279 13.551237832889454 43.218283494476964 0.74701668654233699 2.4664714033451665 11.840034885643034 6.3033915666310376 3.4060499987208486 11.292909516411781 0.4259543486386973 12.837637130821346 4.474096030186046 0.50129025842033925 2.7702208566761319 0.67539929228223616 1.0942332225095013 6.4116977400117303 4.5863270732388655 0.451197149865039 0.21863759086409018 31.160627790900442 1.6683532694769443 0.18592733491095614 16.852807107798974 0.27644280364620499 0.19764883417519641 6.1665968047236692 0.60196094724960847 1.2576875531085532 2.0171524285469777 2.9012919180240715 9.987168151346852 0.37193145902711222 13.838086238818507 0.7004114831725009 18.066086039474609 9.6077626954101998
leaf_count=14720 949 3430 1298 145 3331 2499 1314 176 8833 86 2323 104 167 10529 200 72 5958 30865 185 1962 5518 13734 1186 5283 257 6507 1170 101 2855 174 336 931 3242 122 53 14727 593 94 8869 141 27 787 46 205 216 354 1268 81 9280 192 8744 2359
internal_value=0 0.00275888 -0.00143325 0.0117789 0.0199623 0.0392949 0.0132461 0.0226689 -0.0222306 -0.0251818 -0.00334702 0.0196732 0.0319007 -0.0475452 -0.0238974 0.0276029 -0.00254648 -0.00992133 -0.0123151 -0.0329928 0.00404312 -0.0148135 -0.0422514 -0.00921714 0.0263416 0.000110178 0.00175013 0.00861451 0.00902342 -0.0242275 0.00836029 0.0114437 -0.00305457 0.00963569 -0.0061412 -0.0056464 -0.0137167 -0.0192693 -0.0205733 -0.0538259 0.00853755 0.0153037 -0.0015839 -0.0401447 0.0278872 0.0202458 -0.00432577 0.00760834 0.0126022 -0.00329743 0.0228213 -0.014374
internal_weight=0 284.985 194.571 90.4142 43.9224 11.3026 32.6198 14.2989 32.8153 30.9437 180.272 7.83598 6.1225 9.78188 1.71348 13.443 175.551 46.4786 43.9653 4.7214 46.4918 21.1618 3.56555 17.5963 1.87159 129.072 115.521 47.5597 34.6518 2.34038 1.66499 32.3114 67.9615 13.2888 54.6727 54.454 23.2934 18.7071 18.5212 0.855841 29.5412 19.3564 8.27135 1.85965 11.085 9.06789 10.1848 47.0584 32.2761 14.7823 18.438 10.3082
internal_count=178598 137741 102544 35197 22335 6301 16034 3819 40857 39651 98725 3802 3498 19362 304 3502 94440 32348 31050 4285 12862 20289 1272 19017 1206 62092 56134 21927 7344 655 481 6689 34207 6629 27578 27525 12798 9556 9462 317 3834 2539 1182 251 1357 1141 1295 21826 18105 3721 8825 2551
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 1 4 0 5 0 9 1 12 7 5 10 6 7 0 6 7 5 5 1 0 10 16 4 1 12 1 0 16 16 16 16 15 6 9 9 15 15 9 4 7 14 5 16 12 4 5 0 12 12 7 16
split_gain=1.54266 0.713186 0.93465 0.601091 0.645999 0.593486 0.486726 0.447922 0.38609 0.36237 0.361182 0.315314 0.302831 0.335201 0.301704 0.281057 0.279891 0.261949 0.249396 0.289158 0.257957 0.236739 0.226738 0.223295 0.222397 0.400712 0.399822 0.333198 0.423272 0.330544 0.30048 0.270153 0.267686 0.350573 0.3026 0.334187 0.235289 0.270016 0.341475 0.226534 0.251895 0.218925 0.217735 0.217092 0.317249 0.250382 0.291222 0.290445 0.233944 0.215459 0.231242 0.213523
threshold=0.031030965968966488 0.30945964157581335 0.35896788710947009 0.00035606228630058473 -0.48251533165768196 0.00035606228630058473 0.043959681961728746 0.88338866829872142 -1.0606304319412923 -0.064530124994357577 -0.070193276299386417 -0.0015195336308430833 0.3138676950771539 -0.01865886694867357 0.44275899231433874 0.26066212251169685 -0.0239666505461479 0.75288998274396735 -0.39112838112770382 0.99807244539260875 0.0065605349373072394 -0.00098350905443742162 -0.080302730531679828 -0.651193692171401 0.99654099345207225 2.2961989970686836 0.99570447206497203 0.0065605349373072394 -0.17770076250489578 0.017608319872515394 0.09354534340824007 0.011878578120623318 0.0049131301650586134 -0.12702421785126447 -0.0044763041044641894 0.007272992424681878 -0.013613825607702395 0.093736396160735966 0.00035985396177836017 1.3812505565736257 -0.0010795272921958292 -0.040775696026833806 0.29413701643558221 0.077102311568031864 0.68766768657975363 0.39853193680885118 0.2658939347050488 0.0076784645207226285 -0.96083066533304029 -1.5883413987225665 -0.11415436042027073 0.084650642217470831
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
left_child=5 6 3 -3 -5 22 11 -6 -4 23 16 -2 13 -10 -11 -13 -9 49 19 20 -15 -16 -1 -7 26 30 41 28 -28 31 32 -29 34 -34 -26 39 -27 38 -38 40 -36 43 -30 45 48 -20 -47 -48 -45 -8 -51 -50
right_child=1 2 8 4 7 9 17 10 12 14 -12 15 -14 18 21 -17 -18 -19 24 -21 -22 -23 -24 -25 25 36 27 29 42 -31 -32 -33 33 -35 35 -37 37 -39 -40 -41 -42 -43 -44 44 -46 46 47 -49 51 50 -52 -53
leaf_value=-0.034546678776778715 -0.0067804886736443741 0.06698760145726404 0.046180187995447791 -0.019580754230002953 0.016546887119319731 0.033400857838858988 0.063080802512955766 0.098417239090854605 -0.04342212028713522 -0.013579853000270981 0.066159564034594887 0.0042665935579697676 0.048145691877334251 0.050511915766896821 -0.066969672693832763 -0.017777222302826173 0.017129335428118782 0.10057405486547043 -0.025840684970373198 -0.11652557466768448 -0.048334324763003644 -0.02519465531377604 0.089822312511315505 -0.039665996156688185 0.039620589889086739 0.1033847922604752 0.1026462175107163 0.0084500755853563481 -0.0036203426068041077 0.13602786629995914 0.10867537508868755 -0.16123509999388033 -0.052545538332462553 0.063643403065711354 0.12743659039394109 0.072034225324730236 0.050152023085374121 0.090477668247419957 -0.054219106699816583 -0.09506611601348422 -0.041505731108157987 -0.013618013882437552 -0.095715214793647807 -0.12275609590033182 -0.056262964530934739 0.032116135217253615 0.013748010682063223 -0.011126395655536532 -0.083607576383679438 0.052134339814436617 0.006885761192802986 0.029842336320856946
leaf_weight=0.17201775264402386 67.100368770599289 2.8934157902986035 1.9470973165844032 3.7301465734053627 20.91923340579979 2.3096457569718045 0.90413925782922788 0.45332792597673677 1.7157438706344681 52.357773173512896 3.8925343869213958 73.250454672759133 1.3118415089338658 0.39076995317009167 1.7429145164742292 6.2623064838489872 4.367432655997618 0.36884750244644315 1.9502269876593299 0.34634990848280711 0.73195478496381838 6.1298263356720772 0.73502197792185953 0.49431290373649872 0.51344799541402686 0.63421503186964434 0.12706939742201928 0.6066231619370227 0.32216936154509257 0.15683273033209844 0.22008331491815614 0.093082282597606536 0.35086695931386203 0.87558805019943953 0.08418962810083086 0.19756845613301255 0.7357109364820642 0.54118500652111823 0.51950623921584338 0.8816371813591104 0.66012755749761587 6.9504160299093263 1.2740360513853373 0.10973199124418886 1.3075455856851474 5.2924965680304039 15.043869368579182 6.8041965532902386 0.16884606168605332 1.2747047199882189 9.0295556681303406 1.5238883960773817
leaf_count=34 32880 1063 1211 879 12234 1109 204 90 445 49521 2902 39105 587 139 2281 3100 2834 60 498 64 311 7525 176 798 210 191 14 230 109 41 50 12 109 426 58 30 272 77 109 164 215 3618 100 33 344 5567 1747 1782 53 246 2283 458
internal_value=0 0.00387928 0.0109507 0.0233836 0.0195687 -0.0135329 -0.000173488 0.0245055 0.00265793 -0.0146959 0.043541 -0.00173311 0.00102706 -0.000198007 -0.016333 0.00252691 0.0251035 0.01955 0.00131773 -0.0390205 -0.0136819 -0.0345718 0.0660275 0.0203528 0.00256758 0.0201889 -6.37945e-05 -0.0380583 -0.0631923 0.0127631 -0.000208216 -0.0175246 -0.00743398 0.0301308 -0.027226 -0.0462467 0.0517124 0.0326438 0.00680278 -0.0612362 -0.019895 0.00245577 -0.0773694 0.00593077 -0.0191114 0.00861789 0.0111091 0.00599859 0.00812247 0.0167302 0.0125626 0.0177823
internal_weight=0 248.835 90.645 36.2561 33.3627 63.9415 158.19 29.6325 54.3889 63.0345 8.71329 146.613 52.4418 51.13 60.2305 79.5128 4.82076 11.5772 49.4142 1.46907 1.12272 7.87274 0.90704 2.80396 47.9452 6.21413 41.731 2.57981 1.72327 0.856538 3.78351 0.699705 3.56343 1.22646 2.33697 1.82352 2.43062 1.7964 1.25522 1.62595 0.744317 39.1512 1.59621 32.2008 3.11001 29.0908 27.1406 21.8481 1.80247 11.2084 10.3043 1.69273
internal_count=178598 117154 39276 20002 18939 61444 77878 18060 19274 61234 5826 75085 18063 17476 59327 42205 2924 2793 17031 514 450 9806 210 1907 16517 1911 14606 506 223 283 1262 242 1212 535 677 467 649 458 381 437 273 14100 209 10482 888 9594 9096 3529 544 2733 2529 511
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=2 0 8 5 11 2 7 4 5 4 2 6 8 4 7 0 8 6 2 13 2 4 15 5 3 5 13 7 14 2 3 7 8 6 6 11 4 6 15 13 6 3 0 8 4 14 3 11 15 14 6 8
split_gain=1.51149 0.646108 0.675618 0.583801 0.527307 0.512003 0.393281 0.364326 0.36303 0.333011 0.535286 0.3329 0.375284 0.515182 0.349259 0.324879 0.31277 0.368669 0.917904 0.418811 0.409675 0.615322 0.379554 0.351189 0.294735 0.273601 0.30521 0.269924 0.417567 0.267441 0.266735 0.295141 0.266339 0.262857 0.262544 0.261113 0.259884 0.256894 0.25481 0.251481 0.245745 0.240764 0.240242 0.368941 0.382532 0.344437 0.265945 0.245872 0.236407 0.233605 0.317171 0.246834
threshold=0.22103398293256762 0.01509212050586939 0.057066950574587792 -0.48251533165768196 0.10659388841202663 0.0044127556029707202 -0.0005834312249741305 1.3812505565736257 0.63296817379078674 0.304217119920208 0.56192725896835338 0.19965738377564782 -0.0034597349939896652 0.75929961675687918 -0.0399525746438808 0.51312661170959484 -0.00043645382936131856 -0.20257686247747794 0.019505230709910396 -0.21141609425944297 0.018937037326395515 -1.2409949799220306 0.16749201353744242 -0.1614931048751628 -0.76091825205367047 -0.48987028460110138 0.054998300560481751 0.036246469362720322 0.10995101956937461 0.0034964311635121707 -0.51392404345551757 -0.0021096040622391094 0.0013252147850859959 0.27714006365191546 -0.31575310442316734 0.0048726308931997349 0.54018908267580401 0.20629040366017667 0.078300457267875448 0.80528086005777932 0.3138676950771539 -0.19338666263502088 0.0010701752034947278 0.0082411693367725105 -0.14849009234162103 -1.0000000180025095e-35 -0.02224558591842651 0.010485763416921473 0.091843976294922303 0.22452360127164819 -0.34522196243193892 -0.10565169271045104
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
left_child=1 2 4 15 6 7 11 -3 9 10 -5 14 13 -13 -1 48 39 18 20 23 21 -18 -20 -19 -8 26 -26 -21 38 35 -15 -32 -11 -14 -24 -16 41 -34 -29 49 -39 -25 43 44 -27 -45 -44 -46 -2 51 -51 -7
right_child=3 5 -4 8 -6 16 24 -9 -10 32 -12 12 33 30 29 -17 17 19 22 27 -22 -23 34 36 25 42 -28 28 -30 -31 31 -33 37 -35 -36 -37 -38 40 -40 -41 -42 -43 46 45 47 -47 -48 -49 -50 50 -52 -53
leaf_value=0.056936122258096904 0.027906939947693377 0.021897263646908954 0.05587414719537255 -0.021337367444814535 -0.067537848963442254 -0.060098837946631234 0.020660890006607591 -0.0068346469822619235 0.12656267294127749 -0.032648915956228708 -0.06456856979591423 0.0042133517575933558 0.037728930584402631 -0.099309360916283562 0.026494447070568052 -0.03821758133413599 -0.14295303864492367 0.015548793598607839 -0.012519254719881254 0.010053847866035236 -0.17593201925850116 -0.007142105845313506 0.070633777949035609 0.047380210904652165 0.0072973734592735361 0.021963334433283462 -0.066312955110023927 0.019543721778635913 -0.058024431185647568 0.0070831404747288638 -0.045835216310704419 0.073467160970706311 -0.017892308042541539 -0.010836011314637507 0.0035057390857822176 0.12594696668371272 0.015397730741062066 0.013846730512358886 -0.021834052905784669 0.044300046388380594 -0.078231961526264771 -0.041974953060086119 0.0097872345200837596 0.058831476460909617 -0.025136960783792517 -0.10762555875986023 -0.014705651514253815 -0.17095404610059911 0.11307633932067088 -0.10059222565310633 -0.020269400650713611 -0.006506964733433789
leaf_weight=2.6391310189210335 0.97424825555753958 14.896265821520503 2.9587508181793956 8.8656381301884704 0.91036547464318474 0.85305956475713074 7.6335489717694136 6.2582386762733213 0.14627163378099695 6.1878366741566451 4.2350648741291925 7.7975722343526268 4.1023433649788776 0.73345013429934658 11.865281539364336 0.45628450945514476 0.50108744172030117 2.5929475527500472 9.701170463644301 49.915696060602386 0.34465922572417174 0.9405112116219233 0.99464335628727019 0.30596936409710895 0.99274793671793249 1.9432637396093912 1.2748778669629244 3.3716954289338892 1.4558016777955343 10.750033547665224 1.1456669882027199 0.23586386581882801 9.7671939617757726 1.5186455660514182 1.3773975141011749 0.25393614859422164 1.1426120430332956 5.3440201049997986 2.6358860736181668 0.8955682149335179 0.2889970414325943 5.1577090417185882 26.386934115294022 1.0837635920906903 7.9256709255587321 0.12383454098016855 5.3113899418267527 0.10038411132700265 0.48544075711470214 0.56396044955909053 3.2841150776985151 68.546656443648317
leaf_count=497 657 9275 522 10763 216 293 2520 2132 97 6736 12129 1413 568 57 4395 306 53 1802 5260 29243 22 565 304 99 240 733 332 1462 613 4738 177 31 11968 321 685 54 545 2110 1002 506 387 3985 11349 236 1765 38 2901 29 278 97 2002 39542
internal_value=0 0.00243875 0.00895794 -0.0191566 0.00748245 -0.00118565 0.00822294 0.0133987 -0.0221163 -0.0228071 -0.0353806 0.0155628 0.00401507 -0.00768923 0.0225872 0.0343666 -0.00318283 0.00113578 -0.013692 0.00422525 -0.0802295 -0.0555033 -0.00374524 -0.0155636 0.00251179 -0.000564038 -0.0342789 0.00740168 -0.0103182 0.0185826 -0.0512447 -0.0247994 -0.0151543 0.0246151 0.0319667 0.0287579 -0.027784 -0.00809563 0.00137807 -0.00786723 0.00889382 -0.036835 0.00123244 -0.0113626 -0.0177003 0.0404615 0.00567731 -0.0273307 0.0572407 -0.00851554 -0.0324455 -0.00718078
internal_weight=0 273.423 97.6875 36.751 94.7287 175.736 93.8183 21.1545 34.835 34.6888 13.1007 41.0419 15.5335 9.91255 25.5084 1.91597 154.581 80.4378 13.8595 66.5783 1.78626 1.4416 12.0732 9.19924 52.7764 45.1429 2.26763 57.3791 7.46338 22.8693 2.11498 1.38153 21.588 5.62099 2.37204 12.1192 6.60629 15.4002 6.00758 74.1434 5.63302 5.46368 42.8752 11.1769 9.96932 1.2076 31.6983 8.02606 1.45969 73.2478 3.84808 69.3997
internal_count=178050 132619 33132 45431 32610 99487 32394 11407 44190 44093 22892 12251 2567 1678 9684 1241 88080 45640 6889 38751 640 618 6249 6431 20143 17623 572 32320 3077 9187 265 208 21201 889 989 4449 4629 14465 2464 42440 2497 4084 17051 2801 2527 274 14250 1794 935 41934 2099 39835
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 14 13 11 9 9 13 5 7 7 10 10 14 5 10 5 15 10 10 0 4 7 4 4 10 16 11 11 5 0 13 7 12 4 16 12 9 13 0 9 12 12 11 13 13 15 14 9 15 12 15 9
split_gain=1.05791 0.574079 0.681588 0.47018 0.470046 0.439303 0.415989 0.403594 0.368119 0.321016 0.297791 0.283769 0.267315 0.25561 0.252428 0.272442 0.244252 0.330976 1.05884 0.511281 0.242485 0.235703 0.23099 0.228803 0.462111 0.218521 0.210992 0.206891 0.361821 0.329374 0.302234 0.264586 0.462758 0.249585 0.253247 0.235586 0.366728 0.21962 0.344596 0.335116 0.214206 0.213911 0.205469 0.210194 0.202807 0.198693 0.19861 0.198543 0.218607 0.201894 0.290999 0.204463
threshold=0.01509212050586939 0.12428654334131212 0.33210323831438548 0.10659388841202663 -0.022331159904683904 0.054758187856094334 -0.35424096491732299 -0.18149352809917205 0.038206363116068426 -0.094910827373470674 -0.026420674560878776 -0.078713373527024649 -0.21685177967089189 0.089707902317329544 0.044168060189452581 0.089707902317329544 -0.036739121787627262 0.0020745617622226625 0.0023289352576404995 0.42661644518375402 -0.3281748615047248 0.040487339916717539 0.31549858303287553 0.33575760187047377 0.029830551226104184 -0.15702970648175121 -0.051385651774347743 -0.016693258130433753 -0.35033543264906042 0.014129868708550932 0.049054045143250173 -0.0005834312249741305 2.2022202217802387 1.4479210507513469 0.088060400777908096 1.2262753857829087 0.023635640956017185 0.22077419252141336 0.0012537208385765555 -0.00086703309556839458 0.017845901286499984 1.0253323824592411 0.051405552581314122 -0.036961472915892864 0.80528086005777932 -0.44871362294540934 -0.12256601893177652 -0.0034230579592573131 -0.1377268733699884 1.9671036579464471 -0.059036420378983968 0.0060085356665680227
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
left_child=3 2 6 5 21 8 7 -2 14 -6 -11 -10 13 25 27 -16 17 -8 19 -19 -12 -3 -9 44 45 -7 -18 28 30 46 -1 32 33 -29 -35 41 37 38 47 -39 -32 -33 43 -14 -4 -25 -30 -37 -49 51 -51 -50
right_child=1 4 23 -5 9 12 16 22 11 10 20 -13 42 -15 15 -17 26 18 -20 -21 -22 -23 -24 24 -26 -27 -28 31 29 -31 40 35 -34 34 -36 36 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 50 -52 -53
leaf_value=0.071536126386750484 0.014337217627703781 -0.030197224295274595 0.02651233258053412 -0.060128386660191373 0.063757698930667225 0.086755527254223211 -0.013726010355183161 -0.045749470885593654 -0.096160310049349648 -0.071211765099335786 0.0016308008357142634 -0.010955323919411005 0.023829950250491214 0.10502241115115361 0.0071218678388108806 0.10572944940371842 0.035030782598041509 0.039301047570971137 -0.0029319359547566978 0.1784266087911838 -0.017545310716446591 -0.078365402538702764 -0.0034813830195383083 -0.12046290499291271 -0.15762969679074487 0.025527052262771112 0.00033701207833321018 0.0080008491707301514 -0.023434482718174339 0.087965121321285089 -0.064036773613942111 0.0076656630877673052 0.043908029098959439 0.044207908240322752 -0.066573893454909813 0.025624433255616832 -0.14466378372246666 -0.0098656501711752425 0.0095813959534615922 0.058577830210857988 0.036061158461251568 0.047807113455457295 0.078792931823458867 -0.030426587836464444 0.087262080772031736 0.013355269519013967 0.011879375677149813 -0.14303869452449508 -0.091335937924733893 0.064246139413629347 -0.033714111733348012 0.018000234828625894
leaf_weight=1.0339049885224074 2.1076525292537553 3.835403505568137 7.5507053607143444 0.96570756399887514 0.55059110932779987 0.7198820662160873 32.581492857514604 5.2972823399850295 0.4060835811542346 0.8125942601855084 10.490167398204454 5.1559030683383744 1.738083643642313 0.66881064729750495 0.56809033220633753 0.54057474891305901 1.767353196046314 0.65411490653423487 20.018107058800524 0.44124045028729597 17.725257072278506 1.3882197952116255 1.7125672363181363 0.09752085535728916 0.15867036742565677 2.9235145407437813 97.720271513354419 22.897872229265886 7.1046209205455826 0.30071241513360369 0.37033607916964673 28.405049208919092 5.3836831624739707 3.1559124935483847 0.20535749934788317 0.47979924570972787 0.17490005127183472 1.772659622540232 3.2552713237901116 1.1771006507215132 0.45934108279288921 1.3760779104441088 0.37546372468932521 1.1859413465544992 0.58029357872328535 3.1101030110585262 2.0393782694136453 0.18698080965259611 0.88779204937963763 0.34182355185839775 1.9490115588341717 0.20446125474336441
leaf_count=206 2221 3296 4074 237 313 97 20090 5006 98 425 7105 1665 366 155 161 90 771 443 13987 57 17750 712 1399 19 16 459 63117 8965 1886 76 76 12724 1360 624 50 148 65 829 1899 371 98 608 75 331 344 1775 709 29 177 62 379 55
internal_value=0 -0.00389135 -0.00154316 0.00868609 -0.0156112 0.0093788 -0.00321081 -0.0239413 0.00742059 -0.0107129 -0.0121632 -0.0174598 0.0324191 0.0487658 0.00906603 0.0561026 -0.00197431 -0.00740854 0.00234366 0.0972796 -0.0104193 -0.0432184 -0.0354576 0.0219668 3.52803e-05 0.0379837 0.000959417 0.00842723 -0.00414031 -0.0120975 0.0359229 0.0104056 0.0172441 0.0117516 0.0371282 0.00501915 -0.00790561 -0.00532938 -0.0146211 0.0176321 -0.0090207 0.00954759 0.0109097 0.00177393 0.031027 0.00865183 -0.0155508 -0.0340323 -0.0421362 -0.0358482 -0.0187188 -0.0709082
internal_weight=0 208.6 173.797 98.4101 34.8022 97.4444 162.3 9.1175 89.8327 29.5786 29.028 5.56199 7.6117 4.31221 84.2707 1.10867 153.183 53.695 21.1135 1.09536 28.2154 5.22362 7.00985 11.4973 3.36629 3.6434 99.4876 83.162 11.3083 9.44471 1.86358 71.8538 31.6428 26.2591 3.36127 40.2109 10.4298 10.2549 7.30514 2.94976 0.829677 29.7811 3.29949 2.92402 8.131 3.20762 9.144 4.04987 3.57007 3.38309 2.29084 1.09225
internal_count=178050 142920 113319 35130 29601 34893 107091 8626 33410 25593 25280 1763 1483 711 31647 251 98465 34577 14487 500 24855 4008 6405 6228 1810 556 63888 31396 3051 2671 380 28345 10999 9639 674 17346 4014 3949 2749 1200 174 13332 772 697 4418 1794 2595 850 702 673 441 232
shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=0 1 7 5 8 10 8 12 13 9 9 5 16 8 10 0 16 15 13 8 5 7 15 15 13 9 15 2 7 0 10 13 1 9 2 16 1 8 0 16 12 2 1 1 15 1 2 12 15 2 5 2
split_gain=1.94797 1.24547 0.444314 0.470779 0.397311 0.363811 0.35982 0.424341 0.308449 0.335947 0.32073 0.293057 0.45369 0.287786 0.286063 0.286022 0.279517 0.427128 0.307763 0.286449 0.274555 0.27136 0.256223 0.418603 0.337408 0.279063 0.254241 0.253155 0.252416 0.247941 0.350923 0.422526 0.259055 0.255711 0.353015 0.234037 0.222776 0.220603 0.217562 0.2147 0.214621 0.213764 0.34673 0.337083 0.213364 0.257066 0.211699 0.205967 0.199706 0.203579 0.199482 0.197734
threshold=0.0035137303639203314 0.026836167089641098 -0.0024256169072380727 -0.3258003728727869 0.057066950574587792 -0.06463796014449065 -0.014003186792853414 -0.96850312541269934 0.04716959786182167 0.093096054658923191 -0.0072072667972285613 0.27006873165622386 -0.13787853490318244 0.013585189423591866 0.010044946312033931 0.10234575718641283 0.028744248237558594 -0.19020974545728173 -0.13429311251216589 -0.008072302874375565 0.41054780310405725 -0.049047170824058822 0.0038883604782346515 -0.015593631493319203 0.39072389852660494 -0.0053112848251249548 0.32251849245569758 0.081403054296970381 0.072866392654948806 0.00011548568727448584 0.0010477072755196879 0.12978106159973155 0.97386652231216442 0.0050678643467033796 0.0002417522846371867 -0.24426515532178264 0.0087361992336809653 0.0082411693367725105 0.0041527445428073415 -0.056176962201911221 -1.3953723250584587 1.6029007383622232e-05 0.99465543031692516 0.99654099345207225 -0.25185250447406027 0.052587697282433517 7.1577360358787714e-05 1.4908165791841241 0.27405221338299618 0.016621801070868972 -0.27374190846085689 5.865473895028118e-06
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
left_child=4 13 15 -4 5 28 7 22 9 51 38 16 35 20 -12 -3 17 19 -18 39 21 50 23 24 44 -25 -22 -23 40 33 31 32 -31 34 -19 -13 -28 -35 -10 -7 -1 -14 -43 -44 -5 -46 -39 -9 -15 -50 -2 -8
right_child=1 2 3 6 -6 11 8 47 10 -11 14 12 41 48 -16 -17 18 29 -20 -21 26 27 -24 25 -26 -27 36 -29 -30 30 -32 -33 -34 37 -36 -37 -38 46 -40 -41 -42 42 43 -45 45 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.093187801443403273 0.050358664574386751 -0.0029127803363950544 -0.015484108296456273 -0.095245988769807638 0.060984939078373768 -0.11240762467960225 0.067818634496644187 -0.0021159708394459238 -0.095632379195757344 0.075907504094926637 0.013623600868532485 0.028445291044509637 0.02759954793007547 -0.0077997359903642094 0.037628625564707995 -0.017500761347907508 0.041966686228674561 -0.00040931989034889281 0.0013040240380743692 0.022085785242566727 7.8857960895610104e-05 -0.017124443925050855 -0.0029815366853349367 -0.16878205562952292 0.058861050588661826 -0.020034873415936988 0.05377035249945699 -0.035332366166412645 -0.099094282999409533 0.018350673187105988 0.051497622340986038 -0.012307953380950861 0.05976103321224932 0.087100040952330926 0.080541288557818863 -0.048574393402988081 -0.11521586683872474 -0.1047500198640417 0.0016087193618961569 -0.0051377018621037822 0.010138964298293503 0.010988458236238343 -0.10040200160500715 0.0010995490597935612 -0.081869266831790535 -0.0054501611833551507 0.049559681638219832 0.038914242951972169 -0.13595372724045807 0.050395314208412784 -0.016775820366032406 -0.0005879407697147389
leaf_weight=0.22807251039193932 0.76575426672934543 52.541411100299229 12.10660720299529 0.59544871829712143 1.9502322915104731 0.40971654439090344 0.4092294139409195 8.4333875722968497 0.21601797834591607 0.57505095759188307 34.359505180632368 0.48052687737799749 6.1034094787028179 11.054992436892459 5.7967740996191415 18.047073747643935 2.3324054971662909 1.513113053502827 8.9571130152053211 0.72143556227456318 7.1798181509002452 13.2771230954445 2.1772963961420828 0.3956813515687827 0.35260942942295503 0.18903512325778038 0.089174185042793286 18.14808031413213 0.38728634605649848 5.2062961329129376 4.0885857302655486 3.3537829230654097 2.1265645339171897 2.1525715989619134 0.81879000269327651 1.9574839475972137 0.32972861082089366 0.10619098994357035 15.207164502960948 0.33432667119632242 1.0923421461557143 9.0813157765878696 0.56846731155019259 0.73983928046800429 0.6052189171186918 1.5108348950325305 0.29829148684439133 1.4131792898097035 0.045820668872693981 0.91836908534241957 1.0030991603489336 42.242371766507404
leaf_count=44 394 26307 5977 162 306 99 36 3656 100 127 18768 67 383 10159 2933 14321 662 352 3456 216 3131 11090 841 39 190 93 33 29465 90 2361 1449 1780 716 343 241 249 56 13 7975 93 196 1559 68 100 212 684 90 746 13 552 850 24382
internal_value=0 -0.00394342 -0.000289907 0.00325483 0.0168395 0.0151972 0.00523862 -0.008831 0.00747153 0.0011351 0.0123977 0.01671 0.00681537 -0.0175792 0.0171038 -0.00664586 0.0224811 0.0292658 0.00975713 -0.0226011 -0.0215848 -0.0255084 -0.0301788 -0.0463155 -0.0311252 -0.122683 -0.00442584 -0.0276534 -0.0300013 0.0331479 0.026632 0.0170497 0.0304742 0.0526739 0.0284048 -0.0332989 -0.0785254 0.0744607 0.000139332 -0.0654394 -0.00869919 0.0127743 0.00403316 -0.0437506 -0.0431313 -0.0278019 0.00637002 0.00383159 -0.00397255 0.0392618 0.0124971 9.6095e-05
internal_weight=0 249.986 197.174 126.585 55.0082 53.0579 114.479 15.6727 98.8061 43.2267 55.5795 51.3502 18.931 52.812 40.1563 70.5885 32.4192 21.1297 11.2895 1.46548 40.7928 33.1941 5.82612 3.64883 3.06411 0.584716 7.59872 31.4252 1.7077 19.6642 14.7752 10.6866 7.33286 4.88896 2.3319 2.43801 0.418903 2.55705 15.4232 0.744043 1.32041 16.493 10.3896 1.30831 2.7115 2.11605 0.404482 9.84657 12.0192 0.96419 1.76885 42.6516
internal_count=178225 163292 107549 66921 14933 14627 60944 6623 54321 24545 29776 14297 2426 55743 21701 40628 11871 7753 4118 408 45019 41799 2221 1380 1248 132 3220 40555 330 7345 6306 4857 3077 1039 593 316 89 446 8075 192 240 2110 1727 168 1058 896 103 4402 10724 565 1244 24418
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=0 1 6 15 7 5 4 5 4 11 6 3 15 2 5 3 7 16 6 2 2 2 4 1 2 6 7 15 0 1 7 16 16 11 3 3 5 5 3 11 7 15 15 14 15 7 1 3 3 1 1 2
split_gain=1.61683 1.14498 0.424392 0.468739 0.390717 0.391804 0.373317 0.399165 0.311582 0.295558 0.274181 0.248119 0.260087 0.240502 0.629913 0.372898 0.319768 0.276818 0.237806 0.29904 0.287744 0.270762 0.237703 0.459393 0.457295 0.306425 0.235536 0.232806 0.226654 0.215901 0.244042 0.262953 0.227054 0.21392 0.247575 0.241356 0.211509 0.267894 0.222706 0.240431 0.292154 0.207518 0.231482 0.378406 0.205741 0.275593 0.205579 0.211121 0.308719 0.224122 0.243197 0.234676
threshold=0.0029447317356243734 0.047898951917886741 0.26038963084071648 -0.20653581248486813 -0.0036960328900894862 -0.39112838112770382 -1.2030974470758309 0.41054780310405725 -1.0492694159390941 0.001678040408120239 -0.25195325030584625 0.14604844059795144 -0.14656583781623209 9.5080271421466036e-05 -0.25611502197758557 -0.80326250661164511 -0.0088343326578209317 -0.036165969583144351 0.19844581905382033 0.015497411601245405 0.14624314010143283 5.0710861614788889e-05 0.68617983651518044 0.96982324123382579 5.0710861614788889e-05 -0.24580263177593256 -0.058088821727533539 0.093736396160735966 0.19318656623363498 0.53707468509674083 0.065126073621339362 0.10306143050822029 0.06471419237977917 -0.017442367191593155 -0.3478239113464951 -0.49100050330162043 -0.27735117445532775 0.22534873683743736 -0.10419756919145583 -0.027680805872306414 0.021096098438044428 -0.042457526155579024 0.024963539002419963 -0.063832469942766937 -0.078047583242777857 0.011551909143234675 0.99465543031692516 -0.51392404345551757 -0.41181009262800211 0.68062403798103344 0.78602641820907604 0.0050776696298271426
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
left_child=2 6 8 -4 -3 18 -2 9 -1 26 -9 22 -13 15 -15 17 -17 -5 19 21 -21 -6 23 27 33 -25 -8 29 -14 30 32 -32 -7 35 -35 -24 -26 -38 39 -39 -41 -27 43 -43 46 -46 47 -10 49 51 -51 -49
right_child=1 4 3 13 5 11 7 10 44 -11 -12 12 28 14 -16 16 -18 -19 -20 20 -22 -23 24 25 36 41 -28 -29 -30 -31 31 -33 -34 34 -36 -37 37 38 -40 40 -42 42 -44 -45 45 -47 -48 48 -50 50 -52 -53
leaf_value=0.044621583399669498 0.0031968002713438654 -0.0056271035621844176 -0.067812877748259212 -0.068478727571310738 -0.13169983057802911 0.0066495476053353196 0.028959047372148602 0.15947587089346937 0.040904778804613788 -0.025440177888344264 0.0011661862946714303 -0.076653440648918741 -0.070263588451522932 0.026401817284712522 -0.033113136381936296 -0.083705919436738052 0.037894434780465662 0.032831224932649776 -0.0015111699165701799 -0.075168125510285233 0.012123622960221216 0.019369479953145211 -0.047966999088030135 -0.030903987185603495 -0.060066900192704525 0.10377422917936883 -0.013439778345213621 -0.00078303843529844291 0.0024076399348261987 0.027105613311903268 0.00037495404870362315 -0.062709960113907504 0.022244658350493385 0.060578435322837791 -0.006164580064245917 0.082227269207950551 0.013504933412276579 -0.1029545351756356 -0.0021477532991562224 -0.028712559396774959 0.12446747986583201 -0.035964611587523232 0.071807071613639029 0.087997113894937362 0.025600973549031542 -0.0080436802568941198 -0.075528771234873754 0.080497502677943256 0.0069391731027175539 -0.21671071819294632 -0.047218912470783934 -0.0818892793490998
leaf_weight=5.2205998754288876 12.202106301845559 53.1992771945188 0.89213197179196768 0.7048037989770819 0.11483541970664957 34.496561335283332 1.3603878892035961 0.09305628891161255 1.2691926785591929 31.715123103492033 9.7154072175489965 0.60692094640671701 0.47510279642483455 3.241638243864144 3.8974412508760006 0.21018891438143317 4.8043316325492906 0.41691608208930098 4.6797520167965558 1.8107894039058012 0.47030060512770422 1.1227865124164962 0.15409620627178811 0.44280513291960266 0.79156195242103677 0.71619944761278098 27.169644917258893 21.349796175467418 3.3210805029284529 7.6163703423035249 2.3440504112477352 0.90237708189670218 12.795917180525064 0.75669486701372113 1.9596506255165902 0.98541941287112444 4.2784365928509898 0.41313172466470849 5.443821845467026 4.4733530769881327 0.11094260471872974 0.69004411238574903 1.1759705608283182 0.36023152203233511 22.880163563667345 2.7161630189557391 0.31390018585443602 0.15210238849976976 3.3471549729811154 0.13549447967670858 0.21909269018215127 0.16960866473527858
leaf_count=1101 5269 28482 218 51 24 18303 983 20 458 37523 4089 385 261 622 595 27 421 38 1783 681 332 519 22 155 635 641 27507 10129 2778 5998 834 277 6288 114 417 105 5419 70 1714 1090 14 525 997 308 7312 1234 105 45 1206 9 47 45
internal_value=0 -0.00327525 0.0163224 0.00163364 0.00145656 0.00473787 -0.0129411 -0.0157522 0.0220322 -0.0187972 0.002951 0.00635784 -0.0168416 0.00638419 -0.00609074 0.0208738 0.0325226 -0.0308988 -0.0163061 -0.0358774 -0.0572158 0.00370257 0.00735951 0.00968962 -0.00261303 0.045675 -0.0114015 0.00814763 -0.00696957 0.0114255 0.00905383 -0.0174037 0.0108758 0.0281289 0.0126983 0.0641595 -0.0102782 -0.00753228 -0.0161608 -0.0313644 -0.0245438 0.0573144 0.0416715 0.00730208 0.0182297 0.0220277 0.000875668 0.00564236 -0.00561079 -0.0663244 -0.119168 -0.00492109
internal_weight=0 250.314 50.5909 14.1675 168.058 114.859 82.2557 70.0536 36.4235 60.2452 9.80846 106.661 4.4031 13.2753 7.13908 6.13624 5.01452 1.12172 8.19846 3.51871 2.28109 1.23762 102.257 82.8903 19.3671 3.38525 28.53 79.5051 3.79618 58.1553 50.5389 3.24643 47.2925 3.85586 2.71635 1.13952 15.5112 14.7197 10.4412 4.99743 4.5843 2.94245 2.22625 1.05028 31.2029 25.5963 5.60655 5.29265 4.02345 0.676298 0.354587 0.321711
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shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=1 1 8 3 6 16 1 6 6 16 16 11 4 15 8 11 16 4 6 4 8 10 1 14 12 1 4 3 4 7 1 11 14 10 14 7 12 6 12 1 6 6 6 4 11 14 8 14 8 6 4 4
split_gain=1.43786 0.89196 0.542014 0.450888 0.543298 0.511736 0.413773 0.351989 0.672257 0.360495 0.341516 0.295698 0.498317 0.293834 0.312948 0.292753 0.321096 0.290182 0.277258 0.264643 0.300763 0.440737 0.316063 0.326548 0.298768 0.279172 0.261646 0.255439 0.248955 0.248324 0.239541 0.239301 0.237104 0.231483 0.260695 0.427171 0.231107 0.230702 0.254276 0.227936 0.291729 0.224568 0.228972 0.214769 0.211884 0.207319 0.206432 0.204834 0.203644 0.201133 0.202634 0.201933
threshold=0.24568557739257815 0.0005940653500147165 -0.0069070727104822037 -0.17419776972383258 0.25932014766381117 -0.056176962201911221 0.99654099345207225 0.062083462389961014 -0.065918035486217844 -0.016070292743638682 -0.055002993017170668 -0.009312609950579526 0.68617983651518044 0.0067733552776448472 -0.046658313637552677 -0.10630035807923398 0.067209956391097725 -1.3139957897548891 0.063940428857158657 0.37474668753052293 0.00017901153064866888 -0.020027355850433234 0.99065619707107555 -0.2364095731702153 3.5358016763440188 0.65737277269363414 0.304217119920208 -1.0000000180025095e-35 -1.4874426650782502 -0.0025335345761685539 0.68062403798103344 0.016755947197602924 0.35494268512202304 -0.0048117577247803285 -0.011928727532256954 0.00028350988165618104 0.71233269195413518 0.26038963084071648 1.9225139702976162 0.99735313653945934 0.038923811198688825 0.26240932609618212 -0.40505963951974139 0.38727579035543086 -0.0083473002586808686 -0.13024183363654623 0.0048333856478139908 -0.39572906811355829 -0.0052005540410207636 0.18926242561463016 1.4479210507513469 0.38244754270007053
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
left_child=1 26 11 4 28 48 17 8 36 -10 -7 13 -13 30 47 18 32 27 -5 25 21 -21 31 44 33 -19 -1 -4 -3 -28 -2 -22 45 -25 35 -35 -8 -12 -39 -14 -41 42 -18 -30 46 -17 -24 -15 -6 51 -51 -31
right_child=2 3 6 15 5 10 7 -9 9 -11 37 12 39 14 -16 16 41 19 -20 20 22 -23 23 24 -26 -27 29 -29 43 49 -32 -33 -34 34 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.069657605036444789 0.032304792787842075 0.051403247167901026 0.011013743562622743 -0.067272463233578494 -0.028408621100659278 -0.21817683519405967 -0.00018746235962980212 0.065057842255862072 0.047658241675554096 -0.088042569304050175 -0.15836629166054131 0.0044800917037336862 -0.024097640866002169 0.059187673797815324 0.028628261562016716 0.0032979933075652176 -0.057640105372932175 0.012329686979152604 0.070489011902504214 -0.083895064070453718 0.010183873704338754 0.0012019831171102089 -0.087975017019453206 0.11057902140341649 -0.056713058363715096 0.034090946047419086 -0.001552328956318119 -0.18510570212993716 0.014154980598535129 0.025254718030943764 -0.010413242222965894 -0.16028093423891299 -0.037198231583504042 -0.050361725742962042 -0.064773712961915905 0.091193862002578938 0.089765063201327933 -0.036938443923590497 0.057459460088084863 -0.0072551100229774615 -0.16023716343215744 -0.02079392823919449 0.0046903362712395211 -0.028381056034944948 0.085888078649409727 -0.0097517594249998674 0.031814589908303118 -0.070915966755862175 0.036135576288486022 -0.021661289745040065 0.14589578152027013 -0.055963146354360865
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leaf_count=3546 695 471 33 74 163 6 240 642 270 311 12 6188 2949 37 2736 7518 237 8219 377 188 3664 6509 45 110 26 6915 2793 9 7528 345 2498 14 2607 53 40 137 412 959 48 124 51 2327 23140 1161 23 74638 35 180 326 1462 59 4440
internal_value=0 -0.00548257 0.0094819 -0.00373928 0.00749012 -0.0178832 0.0154854 0.0424908 0.0121997 -0.0509355 -0.0391396 -0.000139661 -0.00891441 0.00919828 0.0228669 -0.00584976 -0.00619156 0.0128275 0.0475415 0.0133492 0.00659882 -0.0021049 0.0191254 0.0453494 0.0622179 0.0208401 -0.030646 -0.0920852 0.0145973 -0.0254944 -0.00309245 0.00844475 -0.00888567 0.0718529 0.0455741 0.0615728 0.0595952 -0.034388 -0.0296669 -0.0289017 -0.0935437 0.00129761 0.00370982 0.0117098 -0.0136032 -0.00816849 -0.0414687 -0.0422911 0.0185318 -0.0343889 -0.018849 -0.0497323
internal_weight=0 203.36 93.8155 190.203 30.0846 6.57706 57.7628 5.15203 2.21116 0.947581 4.15207 36.0527 18.5873 17.4654 8.26203 160.118 159.115 52.6107 1.00307 52.3657 27.5619 16.2711 11.2909 3.25117 2.5271 24.8038 13.1568 0.245015 23.5075 11.6478 9.20339 8.03969 117.017 2.34415 1.41932 1.24639 1.26358 4.06515 3.93704 7.45 0.492884 42.0982 37.9672 21.819 0.724069 114.148 0.573659 0.662134 2.42499 8.48714 4.23605 4.25108
internal_count=177590 134237 43353 121592 10674 1514 27895 1875 1233 581 1025 15458 9312 6146 2953 110918 110467 26020 451 25978 10844 6697 4147 469 366 15134 12645 42 9160 9099 3193 3678 84763 340 230 190 652 1019 1007 3124 175 25704 23377 8689 103 82156 80 217 489 6306 1521 4785
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=2 1 3 8 10 1 16 7 15 9 7 6 3 7 9 8 16 6 2 14 15 10 1 12 1 9 16 7 9 8 9 10 3 12 7 7 10 15 1 6 15 1 1 10 15 7 14 10 8 2 12 3
split_gain=1.44886 0.780073 0.638008 0.608214 0.484417 0.431781 0.339411 0.32236 0.394188 0.37343 0.323446 0.319882 0.309211 0.394365 0.29993 0.489618 0.372042 0.411904 0.292037 0.289494 0.311394 0.282191 0.504091 0.267924 0.262163 0.260086 0.256517 0.255102 0.254837 0.303355 0.246996 0.242511 0.23471 0.23145 0.294721 0.276381 0.230604 0.346455 0.374485 0.375747 0.228041 0.224396 0.247927 0.222679 0.222378 0.209698 0.207875 0.205876 0.24031 0.202333 0.252805 0.37916
threshold=0.0040949822869151839 0.001149429474025965 -0.5654375236481427 0.00017901153064866888 0.0011223778931864394 0.99065619707107555 0.062216642652073405 0.0047446287701478846 -0.099787357625373038 -0.0075623297523280597 0.0084314523253071118 0.5056929144957194 -0.43076751101762051 0.058529957071019295 0.018811613107520459 -0.067040562776571819 -0.067373041416158311 0.26066212251169685 0.99740195274353038 0.13217363081292891 0.32251849245569758 -0.00074614186075544486 0.15765450149774554 2.3450830262968174 0.68062403798103344 -0.02034729049087429 -0.043176316792468673 -0.0025335345761685539 -0.0044763041044641894 0.014345538775451154 0.016137861771901799 0.1084859163229392 -0.84029802674922383 3.5358016763440188 0.0010538023558805656 0.0016534538761086067 -0.0073758332557676493 -0.008654725960914331 0.99356287717819225 0.014329330860304476 0.27405221338299618 0.99735313653945934 0.99654099345207225 0.00089284431364729841 -0.21940555662426306 0.0074759977969388646 -0.2864584666262055 -0.0085035701398554955 -0.0065960964372250939 0.089762110263109221 -1.4186769799144849 -0.49100050330162043
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
left_child=3 27 11 4 7 -5 12 9 10 44 -9 32 41 26 16 -16 23 18 21 -17 -21 49 25 31 30 -23 -14 -2 -29 -30 -11 45 -3 34 36 -35 46 -38 -39 -40 -19 42 -6 -26 -1 -4 -7 -46 -49 50 51 -18
right_child=1 2 14 5 6 33 -8 8 -10 24 -12 -13 13 -15 15 19 17 40 -20 20 -22 22 -24 -25 43 -27 -28 28 29 -31 -32 -33 -34 35 -36 -37 37 38 39 -41 -42 -43 -44 -45 47 -47 -48 48 -50 -51 -52 -53
leaf_value=0.078976848121280446 -0.0061847866958137307 0.046682028421670109 -0.02103373658081191 0.018375348648168761 0.054531116070156621 -0.041841114415787806 -0.0046277123023992887 -0.12292067228575772 -0.0042587301895785348 0.02254304330359513 -0.02964551430787515 -0.084445998183913656 -0.010976254108121586 0.14119145732041011 -0.038063702894711345 0.014024875601070253 -0.15945560156754088 -0.022336784897121743 0.24266117455774316 -0.035907979618679281 0.073126235040246235 -0.023618869393332478 0.01979590948217709 0.040396211812409509 0.0078458194234159659 0.00066920202270219595 0.034305576171606365 -0.061491335258054142 -0.035640496512231765 0.011468793436314439 0.083551109765053366 0.085557835491242351 0.013914878256323607 0.085846266580800301 0.077537149836825137 -0.09225066731073614 0.08302763586386265 0.062422716710729589 0.029686306546590442 -0.13435648838242042 0.04539664762889805 -0.03897677106333032 0.13272997362694047 -0.087780140209442054 -0.0028546148270145498 -0.0025805286450575498 0.10575411587177473 -0.058189567697800065 0.01478993071666284 -0.018300598768197975 -0.00091125444477113031 -0.01911171735941165
leaf_weight=0.21828024817659741 4.5557073226464135 3.221892311667033 25.981489697515826 12.761286016706437 1.9415196647287301 0.10903964337558136 2.7799960551146787 0.50412022785349098 7.0349963622788874 4.2165498797703611 1.3548474530289238 0.26000267674680877 2.1024583547759894 0.24681269343273005 2.2732989350279267 21.422548862563421 0.18359881383366872 12.891530685912581 0.031448073154023315 2.1049040438992956 0.28218435415328702 4.8034103494501244 13.978698298191373 0.8481257651001205 19.418393063436273 51.569604901940927 3.0471973237135899 2.6229488757844583 6.3749104773855798 1.7294806607969802 0.77627352823765239 0.21652702930441492 6.7984570308290104 0.12310983780844242 2.9937858556240826 0.21378300903597847 0.3418353389160983 0.2642732778986091 0.20652990527742077 0.38090066320728511 0.50098437214728697 0.18658155242155761 0.51729047797743977 0.22909766865632164 3.0771529380199354 8.0765418086975824 0.45964357415414259 1.9327767673512428 0.57894861082422622 11.835456858138512 39.389406715843506 4.7537055382799727
leaf_count=74 6119 1104 19527 5418 634 36 1099 171 3383 1910 566 82 883 93 736 9059 47 7168 8 1248 111 2678 9045 762 6831 39547 1479 1987 7122 1337 171 92 2857 37 707 42 126 50 104 78 256 77 35 82 1422 4506 102 771 303 12083 21200 2225
internal_value=0 -0.00423704 -0.00265884 0.0124022 0.00675586 0.0282438 0.0254741 0.00159786 -0.0151322 0.00649076 -0.0558555 0.0216187 0.0358673 0.022017 -0.00390144 0.00609959 -0.00539199 -0.00308154 -0.00131532 0.0103412 -0.022578 -0.00140971 0.00280982 -0.0145913 0.011867 -0.00140705 0.0158439 -0.0260414 -0.0344503 -0.0255843 0.0322885 -0.015972 0.024514 0.0528227 0.0584916 -0.0261385 0.0256892 0.000454616 -0.0336962 -0.077496 -0.0197468 0.0637892 0.0718089 0.00665324 -0.0162881 -0.0166613 0.0770477 -0.0202449 -0.041382 -0.00669453 -0.00358962 -0.0248783
internal_weight=0 226.707 211.424 68.0175 50.1633 17.8542 10.8219 39.3414 8.89396 30.4475 1.85897 10.2804 8.04186 5.39647 201.143 26.0829 175.061 139.938 126.545 23.8096 2.38709 126.514 70.3517 35.1227 24.6403 56.373 5.14966 15.283 10.7273 8.10439 4.99282 34.2746 10.0203 5.0929 4.75601 0.336893 1.76222 1.19354 0.851704 0.587431 13.3925 2.64539 2.45881 19.6475 5.80716 34.058 0.568683 5.58888 2.51173 56.1622 44.3267 4.9373
internal_count=177590 150906 134341 26684 19984 6700 4300 15684 4120 11564 737 4043 3201 2455 130298 11154 119144 94257 86833 10418 1359 86825 51270 24887 8994 42225 2362 16565 10446 8459 2081 24125 3961 1282 1203 79 496 358 232 182 7424 746 669 6913 2570 24033 138 2496 1074 35555 23472 2272
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 3 6 15 13 10 8 14 9 15 6 8 5 11 15 6 5 6 8 3 8 6 4 4 13 5 9 6 14 11 14 5 11 10 3 7 8 4 8 8 14 13 11 9 5 9 13 9 7 6 14 4
split_gain=1.54063 0.531377 0.462809 0.511998 0.416119 0.414496 0.574575 0.290588 0.290134 0.27866 0.308739 0.42648 0.733084 0.284836 0.389359 0.363578 0.623901 0.406483 0.33533 0.307351 0.278087 0.322968 0.330081 0.269118 0.263697 0.478545 0.262984 0.273708 0.251742 0.37945 0.301534 0.250418 0.244394 0.282206 0.2728 0.235899 0.265525 0.2395 0.230159 0.225208 0.223664 0.221919 0.221762 0.218616 0.227412 0.204771 0.267027 0.214191 0.204215 0.200709 0.20011 0.199389
threshold=-0.11865635775029658 0.54504392482340347 0.24003243245723899 -0.086424291266941775 -0.20717667846419757 -0.0018511045277938534 -0.10565169271045104 0.17881580108339104 0.031799407519944554 0.013630748996623768 -0.18204778426981938 0.0092256597250161641 -0.43682238754146335 -0.00057643108769092274 0.38373607706537111 0.47721391315610556 -0.31214605853720861 0.2098067295133865 -0.0060173453721648201 -0.016358543187379834 -0.0013331278027940896 0.38884961902717313 -0.043348929034712234 -0.056560868649395538 0.093220191590458815 -0.24144600600111935 0.0039257340397591796 0.26038963084071648 0.014020430122970615 0.035367052792325229 0.028745112930631801 -0.067496340136540614 -0.0015528727090849453 -0.0022780415755874399 -0.51392404345551757 -0.0038140277435574888 0.014769709803870728 -1.6211737636259802 0.0045895186817428201 -0.013279330369436289 -0.49993522590368666 0.20308361108441703 0.022628159973494672 -0.039747251389632969 0.39514920668988801 -0.0013197874489764669 0.053030028837399247 0.093096054658923191 0.15236158370034353 0.055275509569298796 -0.49993522590368666 2.1246176845747837
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
left_child=2 9 5 4 -4 6 -1 20 32 10 11 12 -2 14 15 17 -17 45 26 -18 21 -5 -23 -3 -12 -26 27 40 50 38 -31 -15 33 39 -34 -33 37 -37 42 -8 -19 -28 -30 44 -7 -11 -47 -48 -39 -40 -27 -14
right_child=1 23 3 7 -6 43 8 -9 -10 13 24 -13 51 31 -16 16 19 18 -20 -21 -22 22 -24 -25 25 28 41 -29 29 30 -32 35 34 -35 -36 36 -38 48 49 -41 -42 -43 -44 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=-0.13669035618108152 -0.15101206568065895 -0.055835619212847444 0.031548684216286212 -0.013066878892164659 -0.042655318751359986 -0.0023725784499268468 -0.0051266935864086489 -0.090001349318599405 0.037621448393042926 -0.007966540046504697 -0.0088209722300369182 0.014607101605514339 -0.0198928384460677 -0.016155398507009804 0.057637183931872088 0.065809723175093232 -0.14095598948157118 -0.15036813715216946 0.040845344125181454 -0.0184032093686709 0.022255517592930419 0.0084567870669599084 0.10990257810539666 -0.015613720103466828 -0.02386532391785285 -0.045899885546404638 0.011674975273803831 -0.04367844016142966 -0.0077625925099745544 0.092087203637762127 -0.1304571292715867 -0.014265098042666128 0.021196562456572782 -0.043912456333084882 -0.013928618619774702 0.10011726051650867 0.026765590587075467 -0.0021767497202605929 0.05415099960183517 0.019524135466036305 0.063755044808579769 0.11745348506570259 0.087709599018133744 0.024516035199518168 -0.13673157568819344 -0.0007774633406795675 0.02808221922457145 -0.12413855756737996 0.13085988265011558 -0.00012362373477789413 0.020115940725327127 -0.1146078785201306
leaf_weight=0.2554521743368231 0.43017538892309559 2.7698728547179599 0.90705914581485547 7.0258228040138473 4.2028777144878431 0.66775973019684798 4.6751886171350661 0.28748691299187967 3.2053665851044562 13.805316198382114 52.827482357603913 3.2895456582991747 16.127830390795683 13.773321585595111 1.4226260804243782 0.32626303928554989 0.51803906284840195 0.037810743786394596 5.3561568415034326 0.34078147588479513 7.7342553190810568 1.1629692146962041 0.42707448307100992 4.1757286453848783 5.6125756184774209 0.45968316367452544 0.74637055080347614 1.4731435135845456 9.9231787370094864 0.06009875166637435 0.34410109302552883 8.5203998673112 2.9088693681624127 0.8455376930560331 9.0345288101761962 0.21795229244162939 4.5562721404321556 18.56522371648612 1.3589460684124799 17.74602990168114 0.44168511754833195 0.25485393399139866 0.23186355931648073 31.668466418093885 0.13785611365892692 10.889070775814167 5.756499908045952 0.076864480288349912 0.098511459164000281 1.3489962711046244 13.041086520725004 0.20867620200442516
leaf_count=39 93 4041 203 1201 1124 179 1564 104 947 9749 43224 2110 9773 14047 602 193 260 4 2315 307 1638 330 149 4976 3415 181 297 442 6057 9 126 6659 1305 389 4263 58 2262 10618 1032 8004 181 52 106 15026 32 7114 3065 22 12 780 6933 78
internal_value=0 -0.00461594 0.0109751 -0.00179056 -0.0294204 0.0148768 0.00787663 0.00671756 0.0089001 -0.00363364 -0.00709617 -0.0182537 -0.0247094 0.000547861 0.00655078 0.00471037 -0.0494454 0.0063845 0.0259677 -0.0936726 0.0085131 -0.00384335 0.036609 -0.0317546 -0.00446668 0.0026381 -0.00109159 -0.0224151 0.00820723 -0.00157664 -0.0949069 -0.00489286 0.00626796 0.0122339 -0.00535512 -3.2749e-05 0.00514796 -8.85802e-05 0.00148176 0.014384 0.0421455 0.0401635 -0.0054348 0.023204 -0.027795 0.00104183 0.0084793 0.0257092 -0.00135196 0.0272871 0.0178114 -0.0212247
internal_weight=0 199.387 92.8926 21.7475 5.10994 71.1451 38.671 16.6376 38.4155 192.441 105.264 20.0562 16.7667 87.1772 41.4455 40.0229 1.18508 38.8378 8.31002 0.858821 16.3501 8.61587 1.59004 6.9456 85.208 32.3805 2.95386 1.95264 26.768 13.2672 0.4042 45.7317 35.2102 23.2668 11.9434 31.9584 23.438 18.8817 12.863 22.4212 0.479496 1.00122 10.155 32.4741 0.805616 30.5278 16.7224 5.83336 18.6637 2.70794 13.5008 16.3365
internal_count=177690 141193 36497 4749 1327 31748 16511 3422 16472 132176 73917 12054 9944 58259 24603 24001 760 23241 3291 567 3318 1680 479 9017 61863 18639 976 627 15224 8110 135 33656 15525 9957 5568 19609 12950 10688 7975 9568 185 349 6163 15237 211 19950 10201 3087 10630 1812 7114 9851
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=0 2 4 10 10 13 3 7 11 4 11 5 16 11 16 11 5 13 10 13 9 5 6 6 5 7 4 9 3 11 11 9 2 4 2 4 16 0 0 16 13 4 5 6 9 10 7 9 4 10 4 4
split_gain=1.67687 1.02749 0.960569 0.447174 0.410281 0.703451 0.40062 0.390668 0.378221 0.298324 0.474206 0.401953 0.295594 0.282015 0.272298 0.265654 0.346751 0.265019 0.257796 0.257303 0.337475 0.255028 0.25428 0.32186 0.259028 0.356935 0.246123 0.27618 0.243384 0.243215 0.233696 0.365248 0.32774 0.214507 0.211881 0.276411 0.3126 0.221281 0.276471 0.211463 0.205576 0.20277 0.466444 0.508638 0.195752 0.199409 0.207584 0.194688 0.193145 0.202987 0.192584 0.191861
threshold=0.00058532206458039593 0.12688020616769793 2.1246176845747837 -0.0031030479598420455 -0.0018511045277938534 0.088819610458161682 -0.53848959214519698 0.053861742744137193 0.035367052792325229 0.10025925793841449 0.0041830541032707976 -0.24826805582665154 -0.052849365797960644 0.0061303900582197869 -0.24426515532178264 0.00096251258286737741 -0.42117413017608218 0.29984062204119005 -0.014505522566124314 0.054998300560481751 -0.0051818445672376289 -0.57426039887207636 -0.20257686247747794 0.17101369787031442 -0.14526012311347453 0.0018596935266007488 0.2393528535898464 0.00065624793622134664 0.020118596032261852 -0.0061089023660162471 -0.0075038346899394927 0.00021301267309045661 5.865473895028118e-06 0.28473700419052084 9.5080271421466036e-05 0.5695169202297895 0.1823237506780557 0.12507207691669467 0.024022796191275123 0.0047086522236661705 -0.094471733773305408 0.32489060357337823 -0.24471420536761085 -0.040651609329164333 0.02642027822149318 0.1084859163229392 0.082829790283279262 -0.010189383217226327 0.42689275489102946 1.0000000180025095e-35 1.4479210507513469 -1.2030974470758309
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
left_child=4 6 3 51 5 19 9 17 26 11 18 -2 -4 -12 -7 16 40 -8 -11 20 29 -9 28 24 -24 -26 -6 30 -19 -1 32 -32 -28 -18 -25 -36 37 38 -37 -29 -5 42 43 -35 -23 -46 -47 -27 -41 -50 -21 -3
right_child=1 2 12 15 8 14 7 21 -10 10 13 -13 -14 -15 -16 -17 33 22 -20 50 -22 44 23 34 25 47 27 39 -30 -31 31 -33 -34 41 35 36 -38 -39 -40 48 -42 -43 -44 -45 45 46 -48 -49 49 -51 -52 -53
leaf_value=-0.089627424960002366 -0.00021448226162543976 0.012910611192568602 -0.18571287795224578 0.086455896844659499 0.070927937595687662 0.081899662426083542 -0.0007315569450904915 -0.1026503311748863 -0.069731439378692736 0.035306898700662545 0.16324075740674007 0.050621495150402922 -0.047534446435921758 -0.039578928363922614 -0.02248323360655247 -0.014691842169428324 -0.011964962924860392 0.00035968205610003142 -0.010915943299108803 0.087902317457604809 0.027577576320348254 -0.026295320074826958 0.0011002982009950589 0.041914794331004208 0.060283655525679575 -0.0051414508770356807 -0.12647976302309336 0.070730747159723162 -0.056934916159011556 0.038394363095318143 0.046317492844335388 -0.093421799937578195 0.003424303695537419 0.0429190393398724 0.010363138379766343 -0.01643998173608132 0.063738840721759546 0.05665356232625033 -0.086554937383381145 -0.074210818021287234 0.016473068765574778 0.010749435482569118 0.0031527779617293917 0.64262298093825132 0.0077540721595051225 -0.16731558201680216 0.017454964023426826 0.031584730766429835 0.093489817398284117 0.010087761645774091 -0.027500522736861568 -0.035169453322708398
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leaf_count=86 823 501 13 369 907 42 89291 153 59 383 37 2408 249 45 1236 30679 10073 1830 2631 193 1816 2676 2673 119 1961 1152 21 349 425 80 321 20 232 50 1526 220 51 68 232 43 718 4332 204 16 1333 12 41 2636 45 159 29 12122
internal_value=0 -0.00219963 -0.0148786 -0.0132824 0.0241801 0.0142693 0.000886292 -0.000301987 0.0398214 0.0168479 0.0036378 0.0322894 -0.132325 0.115157 -0.0170312 -0.00835973 0.00217197 0.000776174 -0.00173585 0.0280675 0.0228315 -0.0187315 0.0102386 0.0153545 0.0245976 0.0329776 0.0431325 0.0341155 -0.00921067 -0.0469465 0.0140126 0.0338486 -0.0183272 -0.00344043 -0.00186242 -0.00867818 -0.0322681 -0.0439344 -0.0526657 0.0523319 0.0434126 0.0156039 0.118939 0.341631 -0.0159034 0.00197209 -0.0861945 0.0194217 0.0229793 0.0354518 0.0720536 -0.0312055
internal_weight=0 262.586 51.3872 50.7175 26.5138 16.2507 211.199 196.581 10.2632 14.6174 7.88963 6.72779 0.669704 0.346166 4.97071 39.8094 14.9522 185.732 7.54346 11.2799 10.1039 10.8488 25.5129 20.2026 13.1404 9.68081 9.97243 7.55934 5.31036 0.633508 3.60838 2.23605 1.37233 13.1753 7.06213 6.12294 2.72937 2.44215 2.25481 3.95095 1.77689 4.06939 0.164039 0.0443744 10.5154 3.87101 0.223178 6.48932 1.53756 1.37259 1.17603 10.9081
internal_count=177690 172052 59326 59064 5638 3482 112726 106399 2156 6327 3096 3231 262 82 1278 46441 15762 102184 3014 2204 1982 4215 12893 10638 8422 5749 2097 1190 2255 166 594 341 253 14675 2216 2097 571 520 452 596 1087 4602 270 66 4062 1386 53 3788 247 204 222 12623
shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 3 3 6 10 7 13 1 3 6 4 5 1 6 13 3 4 12 4 5 7 13 9 12 5 11 15 12 13 12 10 13 6 5 7 10 6 10 4 11 5 12 1 11 15 4 11 9 3 15 15 11
split_gain=0.852674 0.571482 0.521511 0.494417 0.473397 0.378645 0.324154 0.340144 0.327742 0.312045 0.423927 0.335643 0.366674 0.299278 0.388319 0.293327 0.28756 0.30511 0.298401 0.297229 0.332506 0.276197 0.275206 0.275105 0.255902 0.379767 0.242209 0.241728 0.234885 0.293401 0.223699 0.220718 0.528873 0.326906 0.656789 0.295838 0.354403 0.286252 0.306625 0.491845 0.275133 0.297056 0.244985 0.268636 0.220611 0.266218 0.218025 0.217708 0.232747 0.216003 0.215513 0.214201
threshold=0.65737277269363414 0.13591789267957213 -0.87832664127927262 0.19564606843077351 0.00066408617399538975 0.0028151798923630334 0.23433839437600582 0.00041121327376458799 0.88096817443147313 0.16427389004697432 0.68617983651518044 -0.27735117445532775 0.98128834366798412 0.26066212251169685 -0.0038848979963024407 -0.11865635775029658 0.34696933367841176 -0.21965597355736236 -0.77248546985553623 -0.070193276299386417 -0.0030997238498852845 0.20713414099509792 -0.0045935888607677956 -0.28327088986313448 0.28542519508612224 0.024031717408784362 -0.093745620092289608 3.5358016763440188 0.16052298002267026 2.1037484229658241 -0.0022780415755874399 -0.030764054440088225 0.24748380463387754 -0.43682238754146335 -0.0018970563978471014 -0.055527619415495728 -0.32477724600333174 -0.10510703804990858 -0.18098511177468499 0.0034678455647630248 -0.27374190846085689 1.7588380646374746 0.12110422179102899 -0.0019514830274757029 -0.0038363020962631253 0.68617983651518044 -0.060919010582267875 0.016722648046033486 -0.41181009262800211 -0.013613825607702395 0.030340395679214521 -0.019192197621451888
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
left_child=1 2 21 -3 16 9 7 -5 -9 11 -11 12 -6 15 -15 27 17 19 50 20 -2 -1 -23 47 25 -16 -12 46 29 -13 -21 32 33 34 -17 36 -35 -33 39 42 -40 -42 43 -39 -43 -46 -4 48 -18 -34 -19 -26
right_child=4 3 13 6 5 -7 -8 8 -10 10 26 28 -14 14 24 31 23 18 -20 30 -22 22 -24 -25 51 -27 -28 -29 -30 -31 -32 37 49 35 -36 -37 -38 38 40 -41 41 44 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.064676263984958668 -0.058627723020964265 -0.026067994372369837 0.061322493270570766 -0.018739310879975015 0.024224981502560694 0.044009878936061002 -0.04905982736927969 0.027798240602283465 -0.065050370945747435 0.035312836376362421 -0.12617037356088542 0.03432836509844623 -0.10205755381972187 0.0009969407196987769 -0.0042398212536071764 0.077261741260377215 0.0021996711753838184 -0.20853977855208006 0.039879469113094652 0.048087143084625472 0.010430173613480885 0.049167605661991347 -0.07642245278512734 0.004712126663642644 -0.12562583761373122 -0.050221720740255563 -0.029260314393140946 -0.064186958830095023 0.013751558331084813 0.11236194864158344 -0.034791061839786509 -0.095906332456876464 -0.0021680055314789548 0.13199475419959003 -0.030601620816475623 -0.013593977771890271 0.0056459592782128927 -0.014454355846965739 -0.032433736110742864 0.020760622565284333 0.0018225204281835097 0.0018502156039399372 0.013253247903486573 0.0049302941579003421 -0.012211861791945717 -0.084815309328229588 0.0069290788928868599 0.049886056701124962 -0.044726697732980436 0.044578322737490211 0.0036075514843671888 -0.041013050153231284
leaf_weight=1.8117648702209401 1.2091499382249824 17.910405165802562 0.73272555169387388 3.1860802005521673 0.50025974841264531 6.5638094377936786 1.1158344656705583 5.6224021459963751 0.39114707934731985 0.85608730137391864 0.32919229298568087 1.8450324016225734 0.39971822773077292 11.259390474676367 6.4380371282659308 1.1856812495607303 1.6882366612235271 0.065465326842968241 5.4799605326761576 1.5602111220600816 1.6051104122625472 0.35267507936805487 0.31279023203569511 28.9929364057698 0.33713254222311695 2.4756005505551002 1.0735978686352607 0.4531126785050209 3.0153050473832081 0.64843064663182293 0.39669860533376766 0.28625925639243988 1.5999758162888609 0.27710672230750788 1.0496511759229168 44.221742756347339 0.90687711752207067 14.817871427640053 3.8295418953803191 15.269811490016762 17.653797234805555 1.2741802767395713 9.71245225012626 13.785294315971445 0.95138881556158539 1.0756798210713894 42.393435002371007 0.3833677170696318 2.8018256658051497 2.5620897081926151 0.11168830390670337 2.212385721053578
leaf_count=476 470 27064 124 1267 285 3633 668 3639 198 399 55 846 123 5681 3012 473 614 36 3808 1424 1189 100 98 9987 209 969 173 146 1285 174 311 53 501 24 406 38887 369 6945 3153 6491 14604 1113 4576 7172 854 547 18976 96 1674 820 58 1038
internal_value=0 -0.00271944 -0.000832238 -0.0160318 0.0107225 0.02592 0.00140836 0.00761167 0.0215868 0.0121595 -0.0196931 0.0234098 -0.0327439 -0.00140819 -0.012197 1.49919e-06 0.00548831 0.0199932 0.0356643 0.00134947 -0.0194205 0.0446014 -0.0103118 0.00101383 -0.0251381 -0.0170842 -0.0532834 0.00710298 0.0326587 0.0552663 0.031126 -0.00237135 -0.00743855 -0.0104275 0.0267686 -0.0122684 0.0367172 0.000966832 0.00134212 0.00559569 -0.00785173 -0.00333592 -0.000454699 -0.00511464 -0.0307847 -0.0511378 0.00787787 -0.0209258 -0.0271429 0.0266747 -0.0865474 -0.0529861
internal_weight=0 227.464 199.238 28.2259 59.5261 15.2314 10.3155 9.19963 6.01355 8.66762 2.25888 6.40875 0.899978 196.761 22.7225 174.039 44.2947 10.4283 5.65711 4.77117 2.81426 2.47723 0.665465 33.8664 11.4632 8.91364 1.40279 43.5793 5.50877 2.49346 1.95691 130.459 51.8031 47.6411 2.23533 45.4057 1.18398 78.6563 78.37 53.5854 24.7846 20.955 38.3156 28.6032 3.30125 2.02707 43.1262 4.87343 4.49006 4.16207 0.177154 2.54952
internal_count=177293 150653 117817 32836 26640 6973 5772 5104 3837 3340 627 2713 408 117143 10909 106234 19667 7296 3902 3394 1659 674 198 12371 5228 3981 228 19246 2305 1020 1735 86988 41480 40159 879 39280 393 45508 45455 25184 20271 17118 18693 14117 2514 1401 19100 2384 2288 1321 94 1247
shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=2 2 5 4 3 15 3 13 0 4 2 9 5 9 12 12 0 16 6 5 13 5 6 12 4 15 5 6 12 14 6 15 6 15 14 14 6 5 6 2 2 0 2 16 9 9 4 3 4 2 2 6
split_gain=0.817776 0.561897 0.478522 0.389556 0.378167 0.36769 0.351237 0.284073 0.277091 0.271288 0.487085 0.232149 0.262105 0.229583 0.23479 0.307892 0.378996 0.328775 0.483556 0.296036 0.224964 0.412392 0.326316 0.420979 0.223801 0.455985 0.430964 0.222762 0.221476 0.218458 0.197073 0.220957 0.196564 0.247913 0.26044 0.259009 0.189089 0.264214 0.414834 0.266802 0.262653 0.236068 0.222471 0.186059 0.185124 0.184778 0.367675 0.182597 0.331546 0.208751 0.304698 0.178848
threshold=0.00041477124614175414 0.20674497634172442 -0.48987028460110138 -0.26036909212097226 0.36301999434363103 0.1850022275844426 -0.87832664127927262 0.18789382504397389 0.39731045067310339 0.304217119920208 0.70847734808921825 0.011789889409971303 -0.31459188533736893 0.022488842199063878 1.2563555934717308 1.2262753857829087 2.1600519175990488e-05 -0.035247966643620524 -0.24324238225387546 -0.40950476153982168 0.3589167803074273 -0.48987028460110138 -0.35299119264032192 -1.0995435677447098 0.31549858303287553 0.044103061012844204 -0.2170758714542271 0.19249723955349615 1.385568662625587 -0.10618804925072411 0.47721391315610556 0.012618692960377492 0.066117952965782531 -0.068768487926206642 -0.2973319368385004 -0.42240745115573036 0.19564606843077351 0.27338045981859421 -0.24580263177593256 0.99875259399414074 0.97438594698905956 0.060627501457929618 0.87205746769905101 -0.02539076356676357 -0.0065589606877086122 0.12716949501990679 -1.5158001468049644 0.026495274621993307 -1.1452100906776816 0.05582218989729882 0.038098800927400596 0.25932014766381117
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
left_child=3 4 -3 5 6 -1 7 11 20 10 -4 -2 -13 14 15 17 -17 18 -5 -16 45 -22 23 -23 25 -11 -27 47 -21 32 -29 -32 -20 35 -35 -34 37 38 40 42 -26 -41 -40 -9 -37 51 -47 49 -49 50 -24 -8
right_child=1 2 9 13 -6 -7 8 43 -10 24 -12 12 -14 -15 19 16 -18 -19 29 28 21 22 27 -25 36 26 -28 30 -30 -31 31 -33 33 34 -36 44 -38 -39 39 41 -42 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53
leaf_value=0.088399859359170552 0.078411035155452682 0.037998773206995483 -0.017673967464730701 -0.056005361801983039 -0.029970404224709465 -0.1365906337828402 -0.0004012761746418606 -0.052341287933740682 0.057052931610438867 -0.034297571732777615 -0.065174459728094852 0.065865944894325651 -0.032420665473015829 0.058903264143422424 -0.062462590247467288 -0.19165605463649826 -0.0012921013259953396 0.017119258423674448 0.042366776282818451 0.067253072022862528 -0.052641937946700856 -0.12252004112334731 0.02760974409620966 0.0059350454386626651 0.043716405359398684 0.63265049784252558 0.001697563798565521 -0.012088329909618813 0.01899042868633892 0.038772662748506034 0.11354463012130644 -0.013022852501008054 -0.10514076960611259 0.014577188798617092 -0.048896417406718524 -0.016519576609181064 0.00034931925817134211 -0.049409132684506724 -0.01757743920680109 0.16826653207994269 -0.010827880097754582 -0.016378973611003423 -0.062884086503037728 0.025247483393854533 0.078738427077798601 -0.1136089989324274 0.034373349812994662 -0.079291763378151386 0.018239697638570418 0.05328990642633933 -0.021772240727843419 -0.0090060971675547559
leaf_weight=1.0049195316460089 1.3474271044178747 1.6824119638749824 10.347453586703976 1.7615799895356756 4.1350409058331925 0.062722305938223033 152.57913000607869 0.51903341402430669 0.82891658273274416 0.060231228145314897 2.7185808769893347 0.51106931664980948 0.54163347041685461 1.0095235519702317 0.4069196467844457 0.16122473124414582 0.25250299340768834 10.105453096875413 0.67541058545520982 1.00721762533976 0.98969246904016728 0.37731474249449093 8.2671152731327329 0.71649268648980313 1.6742993127027168 0.0092257507276372053 0.018311328305571806 3.6950269449807811 13.913843634087241 1.3327143085216446 0.26577648290549394 0.26240886529558338 0.11221755201404449 0.92166372054362034 2.0953211952710262 0.30217604447898339 9.5108519396035245 2.242865043333949 2.7718488583950602 0.10684092047449656 1.8346422199829246 0.14979437053443689 1.7838316024772209 0.7121993856380866 0.5783163024643726 0.16282795245933845 2.5056263275164374 0.45713900310511224 1.295164142878092 2.3670747305768591 1.4578787464633922 28.680656769557572
leaf_count=730 584 1208 14382 387 4210 26 91762 247 575 179 9797 93 204 304 97 7 61 2930 716 267 338 69 5183 297 1194 15 48 1262 3627 512 117 149 15 154 366 62 4253 1671 6255 107 942 333 6484 297 113 24 516 168 1073 1141 699 11043
internal_value=0 -0.00201974 -0.0137746 0.0141654 -8.91745e-05 0.0731818 0.000505806 0.0312585 -4.18269e-05 -0.0164146 -0.0276315 0.0511734 0.0155942 0.01231 0.0108812 0.00322764 -0.0802668 0.0052361 -0.0102039 0.0200038 -0.000278629 0.00974736 0.0130151 -0.0396144 -0.00912804 0.136289 0.377318 0.0162367 0.0223237 0.00332757 -0.00385552 0.0522717 -0.0068624 -0.0153037 -0.0295337 0.0277045 -0.0098826 -0.0190796 -0.0108178 -0.0298382 0.0152863 0.0663557 -0.0354915 -0.00773714 0.0463637 -0.0013779 0.0246585 0.022363 -0.00773952 0.0267302 0.0201809 -0.00176356
internal_weight=0 247.586 34.9112 35.7037 212.675 1.06764 208.54 3.63136 204.908 33.2288 13.066 2.40013 1.0527 34.6361 33.6266 18.2986 0.413728 17.8849 7.7794 15.328 204.079 20.1511 19.1614 1.09381 20.1627 0.0877683 0.0275371 18.0676 14.9211 6.01782 4.22321 0.528185 4.68511 4.00969 3.01698 0.99271 20.075 10.5641 8.32126 4.81232 3.50894 0.256635 4.55568 1.23123 0.880492 183.928 2.66845 13.8444 1.7523 12.0921 9.72499 181.26
internal_count=177293 166919 46868 10374 120051 756 115841 1425 114416 45660 24179 881 297 9618 9314 5323 68 5255 2325 3991 113841 10496 10158 366 21481 242 63 9792 3894 1938 1528 266 1426 710 520 190 21239 16986 15315 13179 2136 440 12739 544 175 103345 540 8264 1241 7023 5882 102805
shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=1 1 0 12 6 1 1 8 13 8 6 6 1 15 4 13 11 3 14 13 1 7 11 4 8 11 7 15 13 6 12 3 7 6 6 4 0 3 8 12 1 4 3 13 15 0 11 15 15 1 12 1
split_gain=1.29104 0.48938 0.448607 0.500335 0.683926 0.582999 0.411374 0.39977 0.301879 0.268613 0.264423 0.289673 0.319314 0.259517 0.250409 0.250122 0.262494 0.264816 0.252297 0.248796 0.229259 0.22915 0.225944 0.207878 0.208827 0.20747 0.201876 0.242963 0.312098 0.256392 0.300614 0.202831 0.200969 0.272698 0.291799 0.276881 0.222979 0.20071 0.363219 0.416422 0.30477 0.295625 0.351533 0.331703 0.276777 0.272482 0.432414 0.385701 0.333786 0.2656 0.320244 0.261489
threshold=0.22098495066165927 0.00041121327376458799 0.0012537208385765555 -0.48043639435949254 0.27714006365191546 0.099776253104209914 0.12367122992873193 -0.014843131527191725 -0.49727033657987457 0.045978756562759009 -0.088273752817548831 0.049061718251875101 0.03609877638518811 0.032572070798599466 0.62289201107337366 0.23961942625218688 0.061318662677487833 -0.95824740958050814 -0.39572906811355829 0.22964581762173725 0.03827271796762944 -0.094910827373470674 -0.0049953270322501122 0.1746998590653103 -0.0019829685141958169 0.051405552581314122 -0.0074808322026795881 0.12668229950320181 -0.19516821150484617 -0.23401913257712129 -1.497803585115898 -0.65216359613714292 -0.0014796885651302638 -0.24324238225387546 -0.084920733317998806 -1.2409949799220306 2.1600519175990488e-05 -0.3478239113464951 0.002168336628600236 0.21173204085547312 0.99217706918716442 0.31549858303287553 -0.19338666263502088 -0.12110325437873865 0.13457727381519477 0.001678938511759043 -0.01015029339323874 0.017710989281019326 0.033684029542136111 0.99873870611190807 0.81171092821495083 0.74657899141311657
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
left_child=1 23 3 4 20 7 -7 -6 14 15 -5 12 -12 -10 -4 18 -17 -18 19 -2 -3 -15 -22 -1 -25 -8 27 28 29 -20 -31 -29 -28 35 -35 -34 -37 38 39 44 -41 43 -43 -39 -36 46 -42 -48 -49 50 -44 -45
right_child=9 2 8 10 5 6 25 -9 13 -11 11 -13 -14 21 -16 16 17 -19 26 -21 22 -23 -24 24 -26 -27 32 31 -30 30 -32 -33 33 34 37 36 -38 41 -40 40 45 42 49 51 -46 -47 47 48 -50 -51 -52 -53
leaf_value=-0.072395104997437953 -0.011689716342592547 0.088347495069408991 -0.037937003487861581 0.03546396690873696 -0.091964184694138695 -0.17339264055540976 0.0066710149133848351 0.085690985097710004 -0.0066430830949245666 0.05259915255217737 0.034385555803538213 -0.010368603234285925 -0.13156740352382079 0.039285988272982457 0.025895532962595714 0.020324863712139749 -0.19352318743004396 -0.0090694031675172312 -0.091110490223542007 -0.13876762034841536 0.071843591015108746 0.00055511476112777344 0.017294026999490879 -0.05822311516942566 -0.015127894784551855 -0.10441041209691569 0.021386041841211616 -0.067227372395343668 -0.015303182054984543 -0.086532998157982349 0.056983172674952544 0.045653900511076331 -0.12876999136902689 0.032936836552145486 0.047560928874161891 0.078754846013056268 -0.015450251812734406 -0.045904285881290197 0.048343589371959823 0.013423428631230166 -0.1330096397748157 -0.047883422963857315 -0.018701221589962538 0.0093602388506917183 -0.063068284102859654 0.014684238247789244 0.035282028868889322 -0.18941594191347758 -0.019294285638827631 -0.087523529046036788 0.025414126115747615 0.052342928096407074
leaf_weight=0.83460780615064223 4.3652314949167694 1.4033409977600966 4.1694788185063762 0.80627039492173969 0.14521769131533802 0.25374870619270928 0.52229927436565049 0.58018317382084195 98.823785740223002 1.4596519066872122 0.1469474855184657 1.8591402428119179 0.43957703670184856 1.5475830532923271 0.70753199731188932 21.500406598351677 0.093669871683232486 0.26530763783375633 0.14079380512703221 0.14238998000655545 1.2688394637516465 63.629636472595848 1.8910229639750471 1.2804519270198387 8.6226795435686636 0.2290414001327008 13.71251922534884 0.16330357036349585 9.4850776450066387 0.146732582579716 1.4223271865739648 1.4220903619279841 0.18780737748602394 4.8961802246521939 2.3629090644253652 0.24942884730989234 4.2945096639014082 0.82895533660302856 2.7816530225736642 2.1549396371065086 0.53671516018221166 2.1298377440580225 3.3371511094974249 5.6681807281256837 0.23470672177427321 0.65072618323938503 0.53423193803064351 0.17504063653177582 0.29883341423737875 0.32378250017518428 3.2123850517809842 1.8736937801222664
leaf_count=2233 1637 344 4668 371 35 45 97 80 71648 498 65 428 154 706 698 11146 14 97 50 30 299 41500 589 1042 7088 38 6419 31 4385 53 544 458 22 4367 1020 26 1661 461 1018 891 52 835 2123 3388 88 213 106 20 50 166 1812 1706
internal_value=0 -0.00420001 -0.00295096 0.01812 0.0345442 -0.0188478 -0.0676639 0.0487907 -0.00414373 0.0102917 -0.0136817 -0.0300213 -0.0901991 -0.00341297 -0.0286167 0.00959225 0.0188898 -0.0639933 0.00658749 -0.0162279 0.0547865 0.0014851 0.0394749 -0.0249161 -0.0207934 -0.0288057 0.00821819 -0.00300475 -0.00820693 0.030913 0.0427513 0.0334163 0.0110616 0.00719898 0.010513 -0.0151691 -0.00999525 0.0064435 0.0179286 0.00566072 -0.0132497 -1.19538e-08 -0.0125661 0.0135133 0.037208 -0.0393281 -0.061989 -0.0225445 -0.0866657 -0.001528 0.00294638 0.0201358
internal_weight=0 189.161 178.424 9.54563 6.29369 1.73049 1.00509 0.725401 168.878 91.0512 3.25194 2.44566 0.586525 164.001 4.87701 89.5915 21.8594 0.358978 67.7321 4.50762 4.5632 65.1772 3.15986 10.7377 9.90313 0.751341 63.2245 12.7803 11.1949 1.70985 1.56906 1.58539 50.4442 36.7317 31.9999 4.73175 4.54394 27.1037 9.72976 6.9481 4.35049 17.374 9.00316 8.37083 2.59762 2.19555 1.54482 1.00811 0.473874 6.87332 6.54954 7.54187
internal_count=177515 132128 121765 2545 1527 295 180 115 119220 45387 1018 647 219 113854 5366 44889 11257 111 33632 1667 1232 42206 888 10363 8130 135 31965 5521 5032 647 597 489 26444 20025 18316 1709 1687 13949 3458 2440 1332 10491 4936 5555 1108 441 228 176 70 4101 3935 5094
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=1 0 5 9 10 1 12 6 8 1 8 10 7 5 4 1 6 1 14 7 11 4 14 12 7 5 10 6 1 7 9 8 6 7 8 11 10 9 4 5 1 6 10 10 5 11 12 1 9 1 11 14
split_gain=1.15305 0.625764 0.502295 0.40324 0.36767 0.365819 0.315864 0.530368 0.43049 0.446418 0.300263 0.29855 0.295733 0.28799 0.384503 0.266779 0.253291 0.265466 0.30204 0.356952 0.340169 0.293396 0.256795 0.256999 0.272206 0.249744 0.244288 0.243455 0.243256 0.237223 0.306894 0.279023 0.29684 0.273195 0.302019 0.240248 0.238081 0.224297 0.314431 0.236902 0.270807 0.231648 0.292146 0.223045 0.285405 0.271877 0.222558 0.220629 0.231334 0.219885 0.20994 0.387999
threshold=0.22098495066165927 0.001678938511759043 -0.48987028460110138 0.021403738070703848 -0.0014429761473689913 0.0012727091088891032 -0.48043639435949254 0.27714006365191546 -0.0073891502187586828 0.10536310821771623 -0.079185120153420815 -0.036459495285376363 0.11562666993480583 -0.27735117445532775 1.0705382971094792 0.016645275056362156 0.32796053196915181 0.99217706918716442 -0.034232734544165214 0.0033790731841167902 -0.01369814815433835 -0.43422571941531035 0.16686476283336074 -0.96083066533304029 0.031210948409400162 -0.070193276299386417 -0.0087097990256045418 0.19965738377564782 0.12367122992873193 -0.0399525746438808 -0.043748663248538162 -0.003788707955396708 0.13509251937917191 0.040487339916717539 -0.00052510107928810141 -0.018269277946408178 -0.031490493435164517 0.00058154571366252127 -1.1452100906776816 0.29413701643558221 0.24568557739257815 -0.24580263177593256 -0.027886469037223124 0.0077569692637242177 0.23583048929739875 -0.051385651774347743 -1.2069781788116554 0.99465543031692516 0.0081605650741102612 0.98674434423446666 0.032096088948516281 0.23077202218912099
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
left_child=1 6 46 4 11 43 7 15 26 -10 -5 -4 13 14 -6 -1 17 21 20 -20 27 22 23 24 -15 -23 -9 -19 -11 30 -7 -31 35 -34 -35 -33 -32 41 -39 49 -41 -13 -43 -3 45 -45 -2 -42 -49 -40 -37 -52
right_child=2 5 3 10 12 29 -8 8 9 28 -12 37 -14 16 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 31 36 32 33 34 -36 50 -38 38 39 40 47 42 -44 44 -46 -47 -48 48 -50 -51 51 -53
leaf_value=0.10754142405045215 -0.068942291548067552 -0.030419185073077271 0.046002801977076568 -0.070058179251600447 0.0051333334563457506 -0.026232135555115527 -0.0039938571065723698 -0.12791603503660257 0.078032219673970726 -0.16080261952383079 0.04125570459523998 -0.015099375188332147 -0.087456345544980871 0.026672219400349501 -0.094630440178612441 0.039036916793608711 0.085940474154321697 0.043160854654216346 -0.041039129171864308 0.079795001344500696 0.067484659165752608 0.028362067994412057 -0.069557537021648699 0.061552968799609177 -0.099595493365870286 0.0016608816417343299 -5.9508808792900939e-05 -0.058646637779299363 -0.0079374239855174722 -0.011049299631782923 -0.012373177722506821 -0.035740028974885478 0.010301533211712309 -0.10949344346591626 -0.0090350666294756188 -0.005099724911227255 0.024814494107772887 -0.12263532811341787 -0.00077666756711688165 -0.14950545801065868 -0.0048372980186577831 -0.040821371783818727 0.014339119598640435 0.15190368548919167 0.01139688316554021 -0.043426784399423851 -0.011636369638301371 -0.064565886393752783 0.014321434508808965 0.037067652200983951 0.058604115768180143 -0.079333786579900173
leaf_weight=0.63884632112649331 0.8066910232300869 8.7211807587952972 1.6632793319931796 0.23731277221668268 2.7772264325403806 1.9707312587206605 3.7841152559831226 0.38779788149986416 0.6282083644327936 0.11509852146264166 5.8156174701866794 3.5580526509565962 0.24344353288324683 1.11296523015244 0.43087741067574814 4.7439371816708444 0.60805803013363302 0.52492032232566943 0.79950837850446876 0.33130934408109169 3.4099651215174167 5.086866945995113 0.19124900733731909 2.8199058335740252 0.18359476493060345 11.172606409939345 0.23670926329214137 0.39664173732307972 0.49261391605250537 48.99195043203099 2.187165924603959 2.5040301113549495 26.132714220976371 0.3044412897870642 4.306887242013544 66.840527288279645 7.9128071218719915 0.20832737685123248 8.7324735967067699 0.13375160038412914 5.9574765760917217 0.98368781339286115 23.876242669532992 0.057158411655109265 3.6872026891824135 1.8363011246999565 3.8746730607526834 1.3954985958698669 0.49682543230301224 1.8450473271514045 1.1276071725878853 0.23210120277144586
leaf_count=164 262 11381 714 112 2280 1266 1353 81 89 24 2640 1506 94 674 112 1408 437 222 304 99 970 4851 74 1669 67 5012 55 41 89 31555 1046 1091 14406 78 2163 54946 4520 42 5552 25 990 432 14084 25 1905 3928 1065 156 57 844 387 168
internal_value=0 -0.00367952 0.0101022 0.0118598 0.00994725 -0.00512156 0.0194136 0.0316225 -0.014305 0.0199489 0.0367011 0.00458823 0.01864 0.0195564 -0.00870893 0.0474911 0.0229641 0.0214359 0.0410109 -0.00495674 0.052983 0.0162064 0.0393606 0.0446954 0.00769845 0.0100361 -0.0807837 -0.000935058 -0.0405996 -0.00377098 0.00970781 -0.00485347 -0.00185995 0.00634087 -0.0160583 -0.00542657 0.0167539 0.00311183 -0.00536855 -0.00393747 -0.0169227 0.00871278 0.0121291 -0.0204447 -0.00481047 -0.036186 -0.0217325 -0.0143343 -0.0439131 0.00587515 -0.00430465 0.0343455
internal_weight=0 187.84 89.6741 84.9927 78.9398 176.813 11.0273 7.24321 1.86043 1.23592 6.05293 48.8507 30.0891 29.8457 3.2081 5.38278 26.6376 26.0295 5.46234 1.13082 4.33153 20.5672 4.30771 4.11647 1.29656 16.2595 0.624507 0.921562 0.607712 162.511 12.0707 150.44 101.448 30.744 4.61133 70.7043 10.1 47.1874 18.7694 18.5611 7.98355 28.418 24.8599 14.3018 5.58066 1.89346 4.68136 7.8498 1.89232 10.5775 68.2002 1.35971
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shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=3 6 9 10 4 14 16 12 14 15 4 10 8 4 13 14 6 14 15 13 3 14 5 9 16 9 13 8 3 10 9 13 3 6 13 6 12 12 10 6 13 12 3 15 12 5 6 13 4 4 14 12
split_gain=0.665412 0.532429 0.348686 0.352358 0.330051 0.355581 0.345694 0.3079 0.268606 0.263581 0.321033 0.423686 0.287446 0.285585 0.316651 0.676659 0.422725 0.255496 0.248723 0.220159 0.219092 0.2152 0.261004 0.314797 0.224648 0.300402 0.332824 0.253266 0.351833 0.312623 0.339032 0.291971 0.284519 0.240785 0.231697 0.212089 0.20908 0.313383 0.245541 0.21243 0.232556 0.240827 0.206384 0.502512 0.221063 0.317845 0.204914 0.201331 0.202848 0.336292 0.407444 0.283685
threshold=0.048977343365550048 0.055275509569298796 -0.054768704124083467 0.031717468778975799 -1.2797484191524942 0.25246628952437961 -0.38537875244375797 1.9225139702976162 0.35494268512202304 0.26170295840311969 -1.0187082173190147 0.0011223778931864394 -0.0014234705921751854 -1.2409949799220306 -0.11834521527451149 -0.14529907118599422 -0.10671548656637055 -0.56827055029705731 0.32251849245569758 0.61805052764320634 -0.026540633291006085 0.12171032566846039 -0.52957613512925439 -0.015509669320329668 -0.024536890201031721 0.0069269068983299617 0.21166685174585334 -0.0084403464217281642 -0.91924009354261205 0.0040544401160081123 0.005860009233400275 0.04716959786182167 -0.87832664127927262 -0.025442819994396217 0.29274388222789566 0.028793807398124028 -0.68406328467621724 0.17272333360287551 0.014716485746788244 0.40800196495894953 -0.10866451990581232 -1.1221970040434772 -0.028880048543214795 -0.0019480986239028611 -0.84777878927600814 0.44461975665392456 0.24003243245723899 -0.52039112019325018 0.68619032497442722 0.7066470272288099 -0.066881502598276341 1.6766863333367932
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
left_child=4 8 -3 -4 5 18 -7 9 -2 13 20 17 -13 14 -6 -16 -17 -12 42 21 -11 24 23 -23 25 26 -15 -26 -29 47 32 -32 -31 -28 -27 -36 39 -38 -39 40 41 -34 -1 -44 -45 -46 -24 -30 -49 50 -50 -51
right_child=1 2 3 -5 7 6 -8 -9 -10 10 11 12 -14 19 15 16 -18 -19 -20 -21 -22 22 46 -25 27 34 33 28 29 30 31 -33 36 -35 35 -37 37 38 -40 -41 -42 -43 43 44 45 -47 -48 48 49 51 -52 -53
leaf_value=0.02152996600806574 -0.016600013853678427 -0.043030128430583382 -0.00016092528863594446 0.037812262778419203 0.016843526692267932 -0.062719797535927171 0.092077973161211718 0.012948472090234461 -0.059922435155012915 0.070827775376114607 0.10549887191004628 -0.078352242792817064 0.0042132591230638278 -0.01270535644185249 -0.14040872875185006 0.019638948231252666 -0.065686061017758701 0.016262137773855448 -0.035317070041410097 0.025604639915158236 0.0022034489588644772 0.12871182128592371 -0.0079813205755769664 -0.032115733015899407 -0.0051469318792127525 0.010859564294375106 -0.012095744854338857 0.05960333386685062 -0.038708027736142681 -0.14745064236869757 -0.020491383003689554 0.031372495221884643 0.15192874084768743 0.023187083081005491 0.04647448375571258 -0.066821881491589588 -0.0098006922882187628 0.026559038313241669 0.10803508472043494 -0.065659565025759412 0.042456237502362756 3.5688734029874963e-05 -0.022475617061244915 0.036559760775501819 0.021197039045754568 -0.082243363697134253 -0.038825480736693514 0.0064041332377811899 -0.16746021975835401 1.5208746332106577e-05 -0.0031008322140751881 -0.087799830980323554
leaf_weight=14.417053538891201 23.47098669365619 1.6655961675733149 22.384229071117264 2.7254317444740073 1.2084782174933932 0.15683984923634853 0.94843804962874745 24.380395260861405 1.5103712058244116 1.5841262129979443 0.34250781562150256 0.79447260062670466 0.8735233699535454 32.179200103794301 0.56359768478432704 1.2556594924826643 1.0528856823366357 3.0530089452404345 1.05094785633264 3.4833599341809522 0.65730946425173886 0.26699190042563714 11.449371392453481 0.2025395416858381 20.622807548852506 15.375024297363325 3.0967667985178196 1.2544320574033907 1.1178990656644519 0.07195330692047619 3.0657776496291254 1.6576471197813587 0.38696606945632084 5.0962321590077391 0.20133852453727819 0.69515297364887374 2.2469775287454468 2.0653948693739044 0.43886683242453717 0.14696082065711369 3.9982989857899138 0.14069186421693292 4.3304339855621947 3.6847336278915463 0.96136704950913709 0.40922001215221826 2.639794573608925 44.226051321879375 0.27627754805143923 6.2811236667203048 0.31124898558482428 0.37316436842593237
leaf_count=3623 32308 1430 18436 1872 288 31 274 12873 2027 274 67 414 517 20191 101 293 340 1595 250 2171 191 50 10093 81 10706 7481 2060 452 740 18 2126 989 117 2528 170 263 1572 1325 305 109 2309 109 1533 1113 313 110 1653 26486 62 3734 135 173
internal_value=0 -0.00876466 0.00103338 0.00398432 0.00380841 0.0144102 0.0694734 0.00242521 -0.0192596 0.000955925 0.0195268 0.00552089 -0.0355204 0.000143806 -0.0259292 -0.0439191 -0.0194787 0.025761 0.0119141 0.000797781 0.0508773 0.000254564 -0.0113291 0.0606822 0.00141624 -0.00350261 -0.00812501 0.0045581 0.0074994 0.00650558 0.0196512 -0.0022413 0.0305247 0.00985364 0.00796267 -0.0409724 0.0321558 0.0172876 0.0414917 0.0471516 0.0510547 0.112737 0.014024 0.00247571 0.0238531 -0.0103384 -0.0138016 0.00294553 0.00386318 -0.0116324 -0.0830109 -0.00512791
internal_weight=0 51.7566 26.7753 25.1097 225.093 25.959 1.10528 199.134 24.9814 174.754 7.30495 5.06351 1.668 167.449 4.08062 2.87214 2.30855 3.39552 24.8538 163.368 2.24144 159.885 14.5587 0.469531 145.326 56.6437 40.3722 88.6825 68.0597 66.8053 14.2195 4.72342 9.49611 8.193 16.2715 0.896491 9.42416 4.75124 2.50426 4.67292 4.52596 0.527658 23.8028 9.38575 5.05532 1.37059 14.0892 52.5858 51.4679 7.24181 0.587527 6.65429
internal_count=178481 56073 21738 20308 122408 7247 305 115161 34335 102288 3058 2593 931 99230 1022 734 633 1662 6942 98208 465 96037 11877 131 84160 32693 24779 51467 40761 40309 8979 3115 5864 4588 7914 433 5846 3202 1630 2644 2535 226 6692 3069 1536 423 11746 31330 30590 4104 197 3907
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=1 8 15 13 4 1 0 6 0 14 9 10 6 3 1 13 10 10 10 14 3 1 5 8 4 1 0 10 6 15 14 13 15 10 15 1 5 0 4 0 1 10 14 3 4 13 5 9 3 1 14 3
split_gain=0.72025 0.396112 0.284847 0.238718 0.275787 0.291577 0.264197 0.350423 0.372585 0.297049 0.285305 0.267819 0.266598 0.257319 0.246963 0.359844 0.352706 0.297345 0.232172 0.278544 0.226471 0.40818 0.290356 0.255892 0.333696 0.361242 0.256768 0.25372 0.217097 0.215781 0.250598 0.294102 0.262553 0.208574 0.202963 0.193031 0.275966 0.287601 0.241018 0.238925 0.311277 0.220068 0.190647 0.187951 0.243378 0.17832 0.177566 0.174979 0.171906 0.250071 0.249914 0.204574
threshold=0.031030965968966488 0.016195276656046295 0.27405221338299618 0.58208937192824173 0.32489060357337823 0.76606181263923656 0.019000290893018249 0.19965738377564782 5.9903220972046263e-05 -0.39572906811355829 -0.031296666527366131 0.1084859163229392 -0.096353105136925979 -0.00067790783941745747 0.99570447206497203 0.34089465802820124 0.0025062035877669382 -0.0055485403295773734 -0.00059580703647269093 -0.10203662478113787 -0.094600022770464406 0.36409355700016027 -0.26287918110256997 0.014345538775451154 0.22107957844326662 0.97806242108345043 0.11884048953652383 -0.10510703804990858 -0.385108178643988 0.073697892322513794 -0.062283584434909112 0.039091227005549511 -0.039021324682629935 -0.012516881222007729 -0.25185250447406027 0.00041121327376458799 0.13772746003910979 0.0019062823848798873 0.63658826236408961 0.021007615141570572 0.014911545906215908 0.00059249411752923954 0.10995101956937461 -0.76091825205367047 -0.49319083282969772 -0.36368154755277582 0.26054478886761712 -0.018687939257809323 -0.87832664127927262 0.19883764535188678 -0.21068927197092607 -0.19338666263502088
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
left_child=1 35 42 6 33 -6 7 8 9 -2 -9 13 18 43 34 16 17 -16 -8 28 -14 27 -23 24 25 -24 -25 -22 -20 30 31 -19 -33 -5 -12 41 -37 46 -39 40 -40 -1 -3 44 -10 -26 -38 -47 49 -36 -50 -52
right_child=3 2 -4 4 5 -7 12 10 11 -11 14 -13 20 -15 15 -17 -18 29 19 -21 21 22 23 26 45 -27 -28 -29 -30 -31 -32 32 -34 -35 48 36 37 38 39 -41 -42 -43 -44 -45 -46 47 -48 -49 50 -51 51 -53
leaf_value=-0.05269741603698206 0.092516839820320468 0.015385608763892132 0.055863415259661986 -0.028053985754472762 -0.060033464750143234 0.021554938989305803 -0.014286964912048852 -0.047961663430185278 0.068551699186996523 0.02634280062892776 -0.033464328053076919 0.10670870877695862 -0.0057517420623673056 -0.02598926822843492 -0.058699054494330133 0.063346369714782982 -0.12544958153132149 0.07643058915899581 0.083494680969232016 0.0060548691990710097 -0.072732367627643721 -0.015831761816840106 0.041994005680268488 0.013529272912269283 0.13542007473720466 0.13166187365597948 -0.10614561831966729 0.0029083240194430647 -0.033337897778187346 0.055630202402548484 -0.10020841685176439 0.036596598928869871 -0.075212238419689492 0.041916936027512508 -0.059647451013465351 -0.017212388191911621 0.126672460197742 -0.01427966551569119 0.030183701683170333 0.019244184580807806 -0.095764011389113224 -0.016717139117952213 -0.012693641429351324 0.0090766920385155735 0.016090626033807311 0.086881515295650719 0.021013007958901653 0.0098085204601662656 -0.010687072575408789 0.050701416831587923 0.0013184811854267241 0.023828498068936547
leaf_weight=2.3488236338930601 0.91133889287903036 5.2928563415221088 1.1026432574417402 0.46058611953412754 0.70740201115313528 1.0909567909857285 19.651719034567577 1.2132505799490889 1.214031708319453 2.6061317402636623 1.3151572112528871 0.26860805675460042 21.05127677064138 1.9280308824636438 1.289082017544388 0.42731061909580592 0.34696159071609134 0.35960835713194728 0.15186086967150947 16.827377025833812 0.4295687729927512 1.7537129792854091 4.0601056578680037 0.51716514601003005 0.10587680977186931 0.49484153840512579 0.25415022887318628 53.605351708648413 2.8429692409026783 0.53939523225562869 0.27546546117446191 0.34241601143730849 0.49352673591056329 4.2912584602117922 0.22125317377504572 21.58059200896173 0.25544270871614472 7.7806957717973528 0.34303143713259476 5.5411074027433642 0.42123183992225677 6.1421941017656536 4.4223407101608245 42.109062262765292 3.1954015585042717 0.29369728212986679 0.40198810826404952 5.667376305839757 7.5674313299168778 1.5500417217881475 9.1343786215093221 7.2209319250459734
leaf_count=2574 179 4832 552 197 398 527 12290 413 581 735 380 50 11525 1234 156 30 34 21 84 10441 142 1032 2452 398 26 395 102 35802 1602 37 34 29 38 2529 51 31385 46 7838 214 2899 96 6516 4125 22013 1922 218 111 3921 1360 232 1611 2072
internal_value=0 -0.00904984 0.00811466 0.0036915 0.0224687 -0.0108094 0.00311017 0.00744624 0.0125078 0.0438629 -0.000742109 0.0102287 0.000239513 0.00965528 0.00112709 -0.0217703 -0.032001 -0.021561 -0.0065897 0.00104727 0.00329549 0.00613118 0.0219212 0.0277478 0.0317905 0.0522045 -0.0273918 0.00228351 -0.0269605 0.00255463 -0.0173347 0.00293653 -0.0296032 0.0350563 0.0045926 -0.0131947 -0.0100126 0.000533836 -0.00251871 0.0119934 -0.0398266 -0.0267586 0.00260414 0.0111419 0.0307496 0.0163574 0.0642984 0.0138504 0.00656212 0.0364666 0.00432275 0.0112717
internal_weight=0 55.6329 10.8178 218.786 6.5502 1.79836 212.236 84.5288 52.2326 3.51747 32.2962 48.7151 127.707 48.4465 31.083 4.07377 3.64646 3.29949 39.4739 19.8222 88.2331 67.1818 13.1469 11.3932 10.6219 4.55495 0.771315 54.0349 2.99483 2.01041 1.47102 1.19555 0.835943 4.75184 27.0092 44.8151 36.3241 14.7435 14.0861 6.30537 0.764263 8.49102 9.7152 46.5185 4.40943 6.06695 0.657431 5.96107 25.694 1.77129 23.9227 16.3553
internal_count=178481 61188 9509 117293 3651 925 113642 33212 26714 914 6498 25800 80430 25750 6085 379 349 315 24417 12127 56013 44488 8544 7512 7012 2847 500 35944 1686 159 122 88 67 2726 5706 51679 42589 11204 11047 3209 310 9090 8957 24516 2503 4165 157 4139 5326 283 5043 3683
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=14 11 15 6 0 9 0 3 11 4 12 10 4 11 0 12 6 14 13 11 16 4 3 11 6 0 11 6 0 6 4 4 4 10 10 15 11 4 10 0 15 10 10 14 13 15 15 10 9 10 0 13
split_gain=0.684767 0.571459 0.387118 0.354019 0.334576 0.320019 0.337808 0.319283 0.308357 0.273721 0.364241 0.696289 0.268083 0.258417 0.255067 0.243618 0.240459 0.307159 0.239083 0.305812 0.306817 0.258144 0.278838 0.303881 0.254426 0.253345 0.228843 0.28631 0.25004 0.242619 0.232499 0.310796 0.21814 0.32544 0.246773 0.2116 0.207239 0.203475 0.201497 0.195098 0.407093 0.263923 0.292351 0.253036 0.200361 0.19431 0.192301 0.191277 0.287861 0.220904 0.206085 0.192978
threshold=-0.17343386558875062 -0.015995592396216694 -0.14656583781623209 -0.15322858936661057 0.0026664742035791282 0.12716949501990679 0.025600741617381576 0.45394127814506652 0.011929961414878282 1.4478877421205032 0.2306932595876536 -0.023918262157018918 1.2634906031246202 -0.010797135355331394 0.0010701752034947278 0.19089152750069036 0.45808475580023406 -0.35295119674219538 -0.021125620414672055 0.029655011288802074 -0.17770076250489578 -0.18098511177468499 -0.72277507465332735 -0.0069410668020065342 0.1780091065433361 0.15746393799781802 0.039377304799417166 0.14438239525151114 0.0026664742035791282 0.3138676950771539 -0.66741703842812294 -1.2196248594557513 -1.2196248594557513 0.013833239628781061 0.040169974160836126 0.32251849245569758 0.0062810421727514691 -1.4633278011289164 -0.02506534865933777 0.00046039736480452126 0.063750280167893095 -0.00082207182717609244 0.0019903951191196597 -0.10827258494768496 -0.032797271339950342 -0.1377268733699884 -0.23428898317178262 -0.0091540833889741345 0.010541532914867258 -0.012154371384215495 0.018541111610829834 0.04716959786182167
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
left_child=3 2 14 4 13 8 -7 18 9 10 15 12 -12 -1 -2 16 -5 -18 39 21 24 22 -20 32 -21 36 28 -28 30 -29 31 -10 33 -24 -35 37 -23 -25 -6 40 41 44 -43 -42 -3 -41 -40 49 -49 51 -51 -11
right_child=1 7 -4 5 38 6 -8 -9 26 47 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 25 23 35 -26 -27 27 29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 46 45 43 42 -44 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=0.015690915552768563 0.085420028762430211 0.071163409757597093 0.019103649917361076 0.0062403972347749226 0.058456766211201411 0.065251358965825554 -0.074075584286670285 -0.025096029749593657 -0.16969664035275767 -0.054120670980619894 0.065084260801313992 0.014330584736475761 0.1709912597902131 0.060131312965801112 -0.031012914486920569 -0.079917031483608694 0.030252404690072444 -0.086009366934539838 0.048715817349231763 0.094467230146545123 -0.030726961256929322 -0.0058549823297957991 -0.0087167033535923734 0.027605444825097171 -0.056530810693760182 0.012984269314070956 -0.093348605077798352 0.056821591005635989 -0.022923380387387348 -0.022839799390025617 -0.22156748795131334 -0.0023141320981118637 -0.0048057099353233197 -0.11263857131057164 0.016224548886876178 -0.037060410756647531 -0.030929423273138263 0.0049244354970071572 0.069043917247109662 0.0050168903633783591 -0.10007532316919959 -0.082940226678771489 0.048711823565551454 0.0032813568344778931 -0.071648272305045543 -0.011520940776951696 -0.00042240695403346525 -0.015701637612948863 -0.096690766861311769 0.01369683124476217 0.12616446023877623 0.0039471777971841855
leaf_weight=2.1670477841635147 0.18696094839470179 1.4475060604972898 16.512475366298077 14.772181316680419 0.7489110224196337 1.4095011582467112 0.18334100328866032 7.3324273470282142 0.16362625639885664 0.73927107444251383 1.2035515953693892 8.5275548682884601 0.29831658165494435 3.3478847407768608 2.430780724577744 0.34431731133190702 0.3416365731463884 0.62038150472562925 1.3602761074589569 0.35440641290188057 5.2852391647384129 43.988583673070025 1.2430737298018359 4.2845999695964556 0.14565365035014111 6.7200719901061339 0.26324079710320791 0.7371999727511136 1.0514220561553882 0.76025848818972008 0.11838179297774276 0.28728210377084906 5.5052791839461852 0.72713559417024942 0.18055963942606468 1.1085051138652477 3.5474107356476443 49.285345089522252 0.40924549496958196 8.0399387572506367 0.37405163650328177 0.30272721699111493 0.33954570367677661 0.59664590583997767 0.091476582892937697 60.477707251062384 5.9998562743521688 1.9955721702244766 0.54856899728474662 0.51307924198044919 0.2246829201503715 2.3387038735672832
leaf_count=490 40 282 7751 8208 223 250 85 10957 19 168 487 4476 28 803 1051 122 175 284 780 84 2258 29833 448 1416 78 6648 62 162 521 259 20 69 3282 154 65 430 2871 26604 185 6531 58 61 67 108 29 53857 3324 568 71 81 78 438
internal_value=0 -0.00307496 0.013439 0.00986538 0.0243005 0.00497045 0.0485803 -0.00463423 0.00300991 0.00600702 0.0105383 0.0254755 0.0878571 0.0427743 -0.0221824 0.0012032 0.00306567 -0.0449201 -0.00386423 -0.00120173 -0.0236135 -9.91145e-05 0.00421806 0.00323355 0.0500591 -0.00516706 -0.0256501 -0.000614634 -0.0525492 0.016582 -0.104937 -0.0671461 -0.0154035 -0.0422712 -0.0871839 0.00584721 -0.00773693 0.00674696 0.00999726 -0.00845955 0.0158059 0.0396917 -0.0138977 -0.037619 0.0619608 -0.00957958 0.00419017 -0.0125722 -0.0337087 0.00161062 0.0500895 -0.010228
internal_weight=0 221.868 19.1302 50.115 12.6729 37.4421 1.59284 202.738 35.8492 32.4678 26.1079 10.0294 1.50187 5.51493 2.61774 16.0785 15.7342 0.962018 195.406 123.736 5.7853 117.951 63.6948 62.3345 0.50006 54.2561 3.38141 1.7607 1.62071 1.49746 0.56929 0.450908 7.65605 2.15077 0.907695 54.6785 47.536 53.5699 7.15801 71.6696 3.15195 2.18126 0.642273 0.970698 1.53898 68.5176 6.4091 6.35988 2.54414 3.81574 0.737762 3.07797
internal_count=177399 155743 8842 21656 5025 16631 335 146901 16296 15184 13780 4991 515 1293 1091 8789 8667 459 135944 74951 2420 72531 33179 32399 162 39352 1112 483 629 421 108 88 3949 667 219 28450 32704 28020 3732 60993 605 439 128 166 311 60388 3509 1404 639 765 159 606
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=14 7 0 6 9 8 8 3 10 11 8 11 14 11 12 12 14 0 13 0 7 11 13 9 14 11 10 11 9 6 14 10 12 6 14 11 13 13 6 12 13 9 10 7 7 10 10 14 9 9 11 11
split_gain=0.529786 0.316428 0.357561 0.396354 0.34759 0.360177 0.31591 0.279383 0.269958 0.245214 0.297184 0.215942 0.21412 0.244039 0.230961 0.295757 0.236193 0.222191 0.20997 0.207596 0.328699 0.224006 0.215562 0.2732 0.268948 0.212519 0.285997 0.237896 0.207217 0.192468 0.188748 0.345481 0.264618 0.18563 0.183955 0.183632 0.183152 0.245152 0.176217 0.185713 0.175956 0.376342 0.174424 0.212823 0.202723 0.187089 0.184079 0.3555 0.218809 0.242012 0.173883 0.243066
threshold=-0.15134308876977964 0.0036148505085091191 0.020505509339272979 -0.13523739486271361 0.021403738070703848 0.012552347588327979 0.0040210706911303967 0.45394127814506652 -0.0065524091579357213 -0.015995592396216694 -0.0033552923727702692 0.024031717408784362 -0.20020612943654895 -0.024050500699076157 -0.83971187030216765 -0.51792495979287234 -0.2864584666262055 0.024534362368285659 0.250014734475694 0.005824651801958681 -0.0015832358507881499 -0.01369814815433835 -0.021125620414672055 0.034182264132210267 -0.14827725277671924 0.0031904268980142811 7.3438608789264508e-05 -0.0073037373385683628 -0.09246443839802472 0.26066212251169685 -0.059237461793989019 -0.033818752881089216 -0.018475791161974685 -0.33745747232732692 0.0068857641986923941 0.0033735535712749926 -0.28145592277063247 -0.26293241757508634 -0.19581697254268601 -1.1073517212383417 -0.2207434108265289 0.00073186654815294682 0.0015905750586948789 -0.0045923851785109378 -0.01994508594961647 -0.019278313033190553 -0.0081131345475990903 -0.1862028552828372 -0.0033244844391715927 0.00021301267309045661 -0.010456019675295287 -0.0048693286970688402
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
left_child=1 2 3 6 5 42 11 9 -7 33 -11 -1 13 -3 38 16 -16 36 28 20 40 -21 23 30 -24 26 50 -28 -4 -26 31 32 -23 -2 -27 -33 -17 -38 -15 -40 41 -12 43 44 45 -5 -46 48 -48 -50 -22 -52
right_child=7 12 18 4 -6 8 -8 -9 -10 10 19 -13 -14 14 15 17 -18 -19 -20 21 25 22 24 -25 29 34 27 -29 -30 -31 -32 35 -34 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 46 -47 47 -49 49 -51 51 -53
leaf_value=0.033353321860800901 -0.044131005573944539 0.015662018113770201 -0.11585895500373576 -0.019234418093772122 0.037589510392927038 -0.020169046116147421 0.09104471954012136 -0.021589639280936105 -0.17522354085273117 -0.0086612996959258091 -0.12070504581567348 -0.13350218060584748 0.01310180292433278 0.044890810802175538 -0.021776803169298774 0.068389107683791125 -0.10464583122939881 0.019812835876071858 0.028800406685504376 -0.044616424170409022 -0.057748394832545784 -0.012163991552792183 -0.10482955354500789 0.03521770674516142 0.0046115053254586671 0.0024601422102987656 -0.026796234407211544 0.046353412957776591 -0.0023810135386194086 -0.015658594987259588 -0.012462674859363249 6.3203512437319287e-06 -0.13895669437314773 0.011255569720754468 -0.058204785975067723 0.031468683373235197 -0.16221151745904647 -0.029305486339843215 -0.026013293693830153 0.026154052575370953 0.047935130860085891 0.044100909894221364 0.040342140137245561 0.015372199507142238 -0.0044878413182950511 0.061037420173059735 -0.14521611341688986 0.043380814679718271 0.041345038997929497 -0.075022781252115173 0.030697622705849865 -0.013745966826093144
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internal_value=0 0.00765816 0.0126937 0.020455 0.0119108 0.0037216 0.0400572 -0.00314528 -0.0810976 -0.00242966 -0.0034655 0.031305 -0.00321529 -0.0103772 -0.0177251 -0.0297355 -0.0695473 -0.0175311 0.00102747 -0.000409462 0.0108229 -0.00197721 -0.0014691 -0.00687029 0.00243372 0.00236078 0.0088908 0.0336667 -0.00375427 0.00285523 -0.00838071 0.0027786 -0.0662707 0.00918063 -0.0271558 0.00727175 -0.0300873 -0.0352247 0.00162186 -0.00898999 0.0377375 -0.0119514 0.00709273 0.00275132 -0.0129548 0.0236515 -0.0244696 -0.049771 -0.0731269 -0.0483179 -0.00389101 0.00151353
internal_weight=0 57.7607 39.4762 23.6974 16.5234 12.5434 7.17401 211.72 0.463972 203.831 187.147 6.14722 18.2845 12.7115 9.91835 6.11362 1.41502 4.6986 15.7787 117.85 14.4214 103.428 102.228 42.8767 59.3514 10.9864 9.0062 3.05525 13.4741 59.1362 41.4049 11.0907 0.662816 16.6845 1.98017 10.4279 3.51886 3.35513 3.80473 3.06658 3.43504 0.584411 12.0794 10.7012 4.76762 1.1364 3.63123 1.59075 1.27488 0.970335 5.95096 5.42378
internal_count=177399 25917 17827 7958 5742 4740 2216 151482 202 140029 132341 1867 8090 5368 4151 2566 565 2001 9869 87820 5679 82141 81455 41327 40128 4269 3435 1160 8601 40044 40418 7964 270 7688 834 7694 1150 1088 1585 1311 1410 234 4538 3978 1623 329 1294 584 458 354 2275 2110
shrinkage=0.1


Tree=66
num_leaves=53
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split_feature=2 4 3 6 2 8 13 3 9 8 1 4 7 14 4 14 8 4 7 12 12 3 1 8 10 3 1 12 12 6 13 6 6 3 12 4 2 2 12 1 13 3 10 6 6 6 14 14 2 13 3 13
split_gain=0.968063 0.533626 0.354023 0.351795 0.373043 0.318136 0.293875 0.282865 0.280522 0.273968 0.247616 0.267386 0.221081 0.341876 0.255333 0.204985 0.20043 0.229512 0.197689 0.277162 0.266901 0.228727 0.201986 0.241999 0.248848 0.190396 0.186823 0.189056 0.210424 0.184808 0.212082 0.18728 0.1839 0.178735 0.175418 0.192818 0.176031 0.173306 0.169354 0.167971 0.167563 0.165022 0.161212 0.315927 0.380331 0.215636 0.21375 0.204065 0.202535 0.201541 0.184452 0.341164
threshold=0.065721422433853163 -1.2625242022365566 0.54504392482340347 0.17101369787031442 0.0044127556029707202 0.0028441802340852048 -0.36368154755277582 -0.91924009354261205 -0.054768704124083467 0.0042412832637830321 0.052587697282433517 -1.5697748738104775 -0.037689243074432978 0.15948091569340997 -1.3865492349271078 -0.18182010313479821 0.066482444358043832 -1.1307706344100457 0.019708969327482905 0.33800247400639066 1.63509916792384 -0.62142680678516615 0.47200432419776922 0.0041281634232957628 0.056128383156213775 -0.13199661253020165 0.14229002594947818 0.07429631947692425 2.5769399098051435 0.20629040366017667 -0.2462285416732842 0.26534271457246561 -0.21837938573569124 -0.47056776197860012 1.5260150306562552 -0.91542088590505821 1.6029007383622232e-05 0.0014263533521443608 -1.2745772310936185 0.012200720608234407 0.36840024446072822 -0.87832664127927262 -0.014960001497232627 0.30087440924448783 0.26066212251169685 0.34154477814074463 -0.087804158384192407 -0.45653122414704322 0.025412003509700302 -0.0019602616996172557 -0.17419776972383258 0.067256726604775635
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
left_child=2 8 3 4 5 6 -1 34 -2 -3 11 -10 13 15 -15 -6 18 -18 21 22 -21 26 37 24 -24 -12 -9 38 41 30 -11 -31 -13 -19 35 -5 -36 -20 -28 -35 -34 -29 45 44 46 -23 50 -47 -46 -50 51 -44
right_child=1 9 -4 7 12 -7 -8 16 10 29 25 32 -14 14 -16 -17 17 33 19 20 -22 42 23 -25 -26 -27 27 28 -30 31 -32 -33 40 39 36 -37 -38 -39 -40 -41 -42 -43 43 -45 48 47 -48 -49 49 -51 -52 -53
leaf_value=0.089704919871564884 -0.042191766758062299 -0.01716614734700633 -0.059774433604039758 0.0038549239949562312 0.07340105145524041 0.040631250160989112 0.01077839903372101 -0.10029269759736854 -0.04686594273974852 -0.027614984461994063 0.030919646710294638 0.07742730991922854 0.0023707366245302674 0.069657607016167675 -0.087906131098650545 0.021569565478598202 0.074364165908946872 0.087202369734712834 -0.089239077202420011 0.047571406066895416 -0.051142270078785579 0.019253042368112861 -0.10520770189672773 -0.0073425766175021475 0.078903291026555564 -0.0081108882014952616 -0.088529536015916357 -0.10064614246041488 0.0090005197640464045 0.016587594319296316 -0.0048203121760878424 -0.011393280479229318 0.020705593284825845 0.081552188856995847 0.045333696716059274 0.077406500457225261 -0.085515384222798585 -0.0134680603922712 0.023019749051343179 -0.055825347394701165 0.11200678668892966 -0.032790329466817307 -0.00087147708001145444 0.023742114691679275 -0.0099678707049481313 0.071731796209741253 0.0066254752627849774 -0.032225579776617184 -0.019446911877666607 -0.084156131937553572 -0.00060587059409033942 -0.049744611989534816
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leaf_count=230 458 47489 833 106 314 3139 17886 53 229 7749 449 446 49119 44 118 1375 156 33 124 599 182 2027 315 291 39 1817 51 36 102 2896 19594 3220 1268 40 15 144 34 2413 224 224 62 265 491 2143 591 61 4421 781 293 330 1874 403
internal_value=0 -0.00920004 0.0035348 0.0038428 0.00702987 0.0162436 0.0121646 -0.00227255 0.0114318 -0.0121054 0.0161703 0.0351539 0.00361669 0.0241146 -0.0507201 0.0332441 -0.00348239 0.0337467 -0.00437932 -0.0176946 0.022829 -0.00184286 -0.0249701 -0.0581001 -0.0900918 0.00326178 -0.0213189 -0.0168449 -0.0294555 -0.00516149 -0.0101677 0.00604919 0.0430161 -0.00612443 0.0355011 0.0505414 -0.0244598 -0.0172338 0.0124229 -0.0316831 0.0284365 -0.0447189 0.000543854 -0.00263514 -0.00611353 0.0121053 -0.00199277 -0.0196886 -0.0364734 -0.0576089 -0.0112432 -0.0246557
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shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=2 3 4 5 2 5 16 7 8 1 12 8 5 15 1 2 1 10 16 13 2 1 2 5 4 1 8 1 15 8 10 15 3 15 3 4 16 16 16 5 10 3 5 13 5 10 13 12 1 1 16 1
split_gain=0.844332 0.472936 0.429799 0.260938 0.44008 0.314279 0.550822 0.287797 0.238788 0.232706 0.280837 0.230661 0.22037 0.219967 0.221025 0.209791 0.237597 0.207205 0.330764 0.259441 0.28291 0.25791 0.255103 0.420597 0.439802 0.354972 0.23282 0.23803 0.231082 0.230433 0.220079 0.200363 0.323594 0.238591 0.256139 0.223752 0.200045 0.199361 0.278361 0.199301 0.197803 0.197802 0.19578 0.240938 0.191129 0.230035 0.191112 0.220404 0.190576 0.188743 0.187369 0.185831
threshold=0.065721422433853163 0.54504392482340347 -1.2625242022365566 0.27006873165622386 5.865473895028118e-06 -0.22564822058394848 -0.00080876265290998354 0.049581216628205686 0.0020748527763045361 0.026836167089641098 -1.7334312572369053 -0.079185120153420815 0.21703395798736552 -0.26271875543933071 0.90859082341194164 7.1577360358787714e-05 0.145749107003212 0.0025062035877669382 0.09354534340824007 -0.10381825048004308 0.0001765704728313722 0.95288842916488659 0.0002417522846371867 0.4220119599782991 0.68619032497442722 0.89647167921066295 -0.012267069293960991 0.96982324123382579 -0.020634133049976539 -0.023901600496468528 1.0000000180025095e-35 0.10770329946565051 -0.14139888114004859 0.037102019900697898 -0.0091995764523744566 -1.4874426650782502 0.032384846232543306 0.020997462119353109 0.011878578120623318 0.29415837732781763 -0.019278313033190553 0.028751997277140621 -0.55750238151462594 -0.4111212621898494 0.13471715203282209 0.00051459128752252099 -0.16354790966304952 -0.80546359119062927 0.046378072351217277 0.9188295602798463 0.015945914047365815 0.98674434423446666
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
left_child=1 3 -2 4 5 6 -1 9 -4 12 -11 -12 -6 14 37 16 -13 18 22 41 26 -22 -15 24 30 -25 -21 -28 -26 -20 -24 33 -33 35 44 -17 -23 38 -5 51 -36 50 -37 49 -35 -46 47 -9 -10 -44 -19 -30
right_child=2 -3 8 13 7 -7 -8 46 48 10 11 15 -14 17 -16 31 -18 19 29 20 21 36 23 25 28 -27 27 -29 39 -31 -32 32 -34 34 40 42 -38 -39 -40 -41 -42 -43 43 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.073744764011081751 0.010026336257483195 -0.068773683592625534 -0.016934985324774495 0.027574892259609268 -0.0095142122631297708 0.061214002587989647 -0.14774946250087109 0.057588036776882651 -0.011747698498553011 -0.036160760127582396 -0.032076966401303163 0.094271231913820211 0.041592573822328491 0.0076201182152575049 -0.088296089936439059 -0.043819259472476974 -0.014101163917672238 -0.028799254820641829 0.098374994249361247 0.037193239822721616 -0.0090515203193364188 0.08581616189426669 -0.013854595652865101 0.0058222046713135569 -0.074873537822304895 0.088499015259741895 0.0090516560181347905 -0.12393532964261578 -0.017455282035876554 0.018009307362566822 0.021259726518795458 0.019839299876858257 -0.0084612767299653124 0.022100373884067874 0.099139635130043743 -0.024770583490829102 -0.022741226621804497 0.080776642937054111 -0.13856203810952636 0.017447728011873654 0.035556173751857559 0.011210715537693441 0.055266598065309272 0.010323424667677999 -0.029830783922845973 0.032803490225949437 -0.018614761634671264 -0.038247552755518471 0.0022600239422835336 -0.11706949640188696 -0.10975255443815946 -0.083388728365137221
leaf_weight=0.22060137218795717 10.849924656241454 0.88726811069318401 37.531496490275913 1.297690122399217 12.031530340535024 2.2358142986486191 0.1960764780887988 0.718497689551441 22.893243108434035 1.3833436728273216 1.3357192397270399 0.19320165207318396 0.88992255768744222 13.635495515380169 0.1341423070989548 0.75105644600988952 5.0940575584158978 0.54723812500014968 0.37163986027735507 0.172073561581783 8.6818243272737128 0.51142503370283598 11.338286272394731 4.8489848000608609 1.6223708464676745 0.56444518442367542 0.17867518401180582 0.50103659402520861 1.0729003236338024 4.5076027841096211 2.1015481555950819 6.0984488901885952 11.886795711192915 10.12519659879854 0.55135121728744696 1.5133669302158441 0.2407908772220253 0.68002991411412939 0.091796201042598002 0.72910617346497009 3.9471268965708068 0.36068606236585754 1.6057166433201775 53.140138585832148 1.6920587116619565 0.875590856609051 7.1266310258069989 0.34140171839680966 16.851451849845034 0.050063258371665031 0.62202453833742766 0.70691506302682672
leaf_count=34 4729 833 39485 441 10259 323 32 181 29508 815 389 85 612 1665 38 233 1856 212 100 21 3153 165 4108 1835 442 260 34 50 222 1236 805 3197 6753 7218 266 443 98 231 14 389 2786 235 742 34478 863 384 2981 113 11955 25 154 110
internal_value=0 0.00334186 -0.00859911 0.00370499 0.00625573 0.0464165 -0.0322473 0.00537129 -0.0112159 0.00668158 0.00830961 0.0089382 -0.00594263 -0.00199238 0.028842 0.00950564 -0.00984159 -0.00327594 5.24512e-05 -0.0149486 -0.00918785 -0.0041496 -0.00321006 -0.00963593 -0.0171412 0.0147015 -0.0637762 -0.0896309 -0.0456056 0.024462 -0.00834325 0.0106163 0.00114491 0.0129097 0.0232341 0.00979292 0.0513405 0.037115 0.0150037 -0.0262902 0.0437051 -0.0531331 0.0105215 0.0115038 0.0159285 -0.00839406 -0.0127166 0.0265982 -0.00581016 0.0488798 -0.0728534 -0.044203
internal_weight=0 180.41 88.1261 179.522 124.004 2.65249 0.416678 121.351 77.2762 113.165 100.243 98.8599 12.9215 55.5187 2.20366 97.5242 5.28726 53.3151 41.4993 11.8158 10.2858 9.43404 36.6201 22.9846 17.5711 5.41343 0.851785 0.679712 4.13129 4.87924 13.4398 92.2369 17.9852 74.2517 17.1913 57.0603 0.752216 2.06952 1.38949 2.50892 4.49848 1.52995 56.3093 54.7959 12.6928 2.56765 8.18653 1.0599 39.7447 1.65578 1.16926 1.77982
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shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=2 1 1 14 12 14 12 8 1 11 4 8 4 5 5 8 10 11 5 16 1 8 10 4 12 6 12 5 1 2 14 8 8 8 12 3 11 4 1 6 2 11 8 2 6 5 16 3 5 8 5 5
split_gain=0.923316 0.504519 0.39657 0.285596 0.30052 0.260137 0.383 0.258892 0.302522 0.283331 0.286142 0.283185 0.278863 0.254459 0.222293 0.265824 0.251079 0.480411 0.268827 0.256169 0.320391 0.230256 0.218078 0.216193 0.268743 0.215819 0.331732 0.292348 0.229716 0.2613 0.212445 0.208954 0.206567 0.20346 0.250983 0.20178 0.20144 0.199034 0.19203 0.279382 0.246217 0.191715 0.189057 0.187261 0.232046 0.210813 0.20475 0.293449 0.186615 0.261966 0.235171 0.373921
threshold=0.00084944444824941467 0.99654099345207225 0.12367122992873193 0.28816584418423824 -1.8424336350071642 -0.33606714805196264 1.322124003998576 -0.00078768562380664012 0.99654099345207225 -0.0010701156935345442 1.6869998198214027 -0.0070714753524620073 1.2003751663587836 -0.22564822058394848 -0.2808227007858885 -0.021276156472528288 -0.0006681565589678343 -0.0003069804182779104 -0.24826805582665154 0.03903829554357615 0.96982324123382579 -0.014843131527191725 -0.0044588024016858517 0.017253485061932302 -0.41495084389833486 0.25248373519994305 -1.0678212514491026 -0.063442528831377951 0.9283655881881715 0.0027346570277586584 0.0057574302068002401 -0.015768112297212426 -0.0011502725229965457 -0.021276156472528288 -0.66411882805880584 -0.36253310248139309 4.8991026257629696e-05 1.4042160786538525 0.80336207151412975 -0.040651609329164333 0.0027346570277586584 -0.0038695545295457097 -0.020493901385227883 0.024060699157416824 -0.029686207468448741 -0.57426039887207636 0.2842482565779843 -0.083469266071915613 -0.063442528831377951 -0.020493901385227883 0.2658939347050488 0.29415837732781763
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
left_child=7 2 3 35 -5 6 33 8 14 10 12 -11 32 -14 21 -16 17 23 -19 20 -18 -1 -12 24 -17 37 27 -27 -28 -30 -9 -25 -10 -4 -35 48 -32 43 -36 -40 -41 -15 -29 44 -7 -46 -45 -48 49 -2 -50 -52
right_child=1 -3 5 4 -6 25 -8 30 9 11 22 -13 13 41 15 16 19 18 -20 -21 -22 -23 -24 31 -26 26 28 42 29 -31 36 -33 -34 34 38 -37 -38 -39 39 40 -42 -43 -44 46 45 -47 47 -49 50 -51 51 -53
leaf_value=-0.0074668713803365764 -0.081851755172930682 -0.14714450958371517 0.068174317324482106 -0.13815113520397257 -0.019479383634453024 0.0016431270233708316 -0.048154986640352004 0.029540325248248206 0.036053678162087738 -0.026868787965855557 -0.0036893569440765136 0.12152366928682212 -0.1082274823438258 0.010668282258453237 0.027267144908299814 -0.030177924202236858 -0.01119495214235529 -0.23679562674113477 -0.0623404194768881 -0.024810952311354648 0.053368052853387693 0.058127313350549915 0.11327430065951126 -0.043641290440018306 0.11628811534162811 -0.001059318764306669 -0.02189730321576391 0.13296053315691589 -0.017362287020061817 0.087987659361410134 0.013606893974882996 -0.0041197855437115731 -0.11109441338645382 0.045125740087004325 0.020193569862719436 -0.0050919324582882107 -0.079345323726439654 -0.020428471418795027 0.038931211179695342 -0.12325537479725811 0.010193094791289627 -0.1312431849746625 0.035371100557490674 0.0019656498383045836 -0.11449585769537179 0.023768679400584674 0.046478283934973795 -0.12802982134853577 0.042835679539649035 0.0040448335704813248 -0.12259044408356604 0.012983383238940452
leaf_weight=0.85154779903314226 0.40113150395336594 0.22324540942099602 1.1499874342389373 0.20159566029178577 9.0439224631302277 9.6605395452934335 0.67168547376240884 11.573157926913835 2.2347961803493495 0.15888307432396687 0.22882464800932212 0.55160153415908908 0.28379097399010778 0.93349520024275978 3.1821076864953346 0.20057308228206239 1.1827659387417893 0.092241959018792841 0.59028534930803367 1.1007498350227249 2.1499062521434098 1.406356725688968 0.49979344727216801 1.5005168681000256 0.29156335179869231 2.3727608955960027 10.121410937207198 0.26449767513986444 0.51785274274243498 0.40701236757922743 0.67667585444996692 11.306446487404621 0.082816670626926103 2.2862987966209398 1.5697326758363486 133.47841074065855 0.33490024953971442 2.9937030227738424 0.30373383817459398 0.37867393221858936 0.20846474290374317 0.088203224110657064 0.74185643809687352 30.494143625255678 0.094193448312579586 11.793674654986715 0.13598180327971932 0.26086189639863633 2.7202853703747669 2.3256674320145976 0.21126391610596362 1.8141124689682326
leaf_count=295 118 80 400 36 8811 7884 297 3725 1098 51 131 130 65 326 983 189 579 19 253 491 635 788 128 449 323 888 3885 109 215 220 259 3635 34 1023 622 104806 116 1716 221 148 160 52 287 19760 15 8754 38 76 985 1099 48 536
internal_value=0 -0.00248477 -0.00233086 -0.00531467 -0.0223245 0.00353287 0.0225316 0.013735 0.00851559 0.0306747 0.0209169 0.0884918 0.00925503 -0.027479 0.00379412 0.000661356 -0.00395775 -0.0105321 -0.0912761 0.0167355 0.0305162 0.0335226 0.0773207 -0.00627313 0.0576138 0.00174126 -0.00914739 0.0182052 -0.0175303 0.029777 0.0256994 -0.00880381 0.0299981 0.0307025 0.0214063 -0.00419628 -0.017997 0.00457682 -0.000796745 -0.0374568 -0.0769562 -0.00359745 0.0628643 0.00601071 0.0131615 0.0225055 0.00101792 -0.0687986 0.0117769 -0.00903493 0.0237243 -0.00209213
internal_weight=0 226.847 226.623 150.196 9.24552 76.4271 6.56858 41.502 28.9173 5.0622 4.35172 0.710485 3.6231 1.30549 23.8551 21.5972 18.415 13.9816 0.682527 4.43342 3.33267 2.2579 0.728618 13.2991 0.492136 69.8585 14.4254 3.37912 11.0463 0.924865 12.5847 12.807 2.31761 5.89689 4.7469 140.951 1.01158 55.4331 2.46061 0.890873 0.587139 1.0217 1.00635 52.4394 21.5484 11.8879 30.891 0.396844 7.47246 2.7268 4.74566 2.02538
internal_count=177991 163237 163157 116439 8847 46718 2871 14754 10654 2015 1834 181 1575 443 8639 7556 6573 4868 272 1705 1214 1083 259 4596 512 43847 5604 1284 4320 435 4100 4084 1132 2574 2174 107592 375 38243 1151 529 308 378 396 36527 16653 8769 19874 114 2786 1217 1569 584
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=1 2 9 7 3 6 9 0 8 16 6 12 16 1 2 6 11 8 0 12 6 12 3 12 8 7 0 16 1 8 2 10 10 6 1 6 2 9 11 0 7 9 9 10 1 6 6 11 12 16 10 7
split_gain=0.8862 0.551363 0.283673 0.197927 0.182406 0.223263 0.205298 0.190503 0.182163 0.18017 0.215637 0.208333 0.178932 0.196975 0.169037 0.358865 0.290192 0.293603 0.260472 0.219715 0.216258 0.209522 0.186902 0.184982 0.180443 0.204025 0.197692 0.19154 0.16716 0.162647 0.157909 0.210788 0.249112 0.195308 0.241487 0.223039 0.352458 0.311339 0.229935 0.197492 0.251681 0.316674 0.30046 0.232259 0.226431 0.245456 0.336608 0.265484 0.25936 0.248681 0.200057 0.193631
threshold=0.26528654992580419 5.0710861614788889e-05 0.04868689461530519 0.065126073621339362 0.29558382462710148 0.0078316381961331307 -0.0070413249410730813 0.28970406949520117 -0.011373244786001673 0.21694640914458913 0.22573231292351151 -1.6941075831396837 0.030592004581416261 0.0057418462820351132 0.010132760275155308 0.059381232583723229 -0.012742709944744683 0.0062696140649807905 0.0019062823848798873 -1.1687559384170072 0.19564606843077351 -1.8424336350071642 0.0042727813124656686 -1.1914897526700554 0.011373190291526178 -0.030597241704390678 0.012764506507664921 -0.12854691534687981 0.096403937786817565 -0.067040562776571819 1.6029007383622232e-05 -0.036459495285376363 -0.017819785041773069 -0.23401913257712129 0.98882344365119945 0.088503575967644119 0.00084944444824941467 0.028026538705404138 -0.016693258130433753 2.1600519175990488e-05 0.0044704217116043115 -0.074045265395781226 0.028026538705404138 -0.10510703804990858 0.97386652231216442 0.12045386012764774 0.19844581905382033 -0.0003592598957053369 0.94576769027261542 0.017608319872515394 0.0011223778931864394 0.007843518800879027
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
left_child=1 -1 3 4 7 -6 -7 12 -8 30 -11 -12 14 -14 15 16 17 -3 20 23 -17 -18 -21 -20 25 27 -26 -16 -23 -4 31 -2 -33 34 -32 36 -35 -38 51 -37 41 -41 44 -44 50 48 -47 -48 49 -46 -43 -39
right_child=9 2 29 -5 5 6 8 -9 -10 10 11 -13 13 -15 24 18 21 -19 19 22 -22 28 -24 -25 26 -27 -28 -29 -30 -31 33 32 -34 35 -36 39 37 38 -40 40 -42 42 43 -45 45 46 47 -49 -50 -51 -52 -53
leaf_value=0.076966661036951697 0.11824070856616226 0.020246811401876327 -0.020791605041258598 -0.022598186691461304 -0.031616599271515229 -0.029517070171248778 0.080198369082537302 0.023625603828444409 0.0027345827669750904 0.064515792877634884 -0.18815702303263848 0.0098432226462732923 -0.015204108503938642 0.0023430791918200157 -0.028345616364291032 0.028668328421770584 -0.14095215731834901 -0.12900206427823885 -0.024627707716380776 -0.0033528066697264668 -0.079742535772546475 0.021704306752305832 0.053914048941105019 -0.15690711277384173 0.035789135141696106 -0.011865739616599596 -0.0019210848897736679 0.016990279205587263 0.063252495130804914 0.017780290445711104 -0.016425383839767351 -0.052529146932626607 0.020376266794883371 0.039103194656262892 0.019403289710799843 0.049958311058947678 0.0122618384951511 0.014559563638357026 -0.005562523848141843 0.15932407647065794 0.014914268024660698 0.0041239573980702262 -0.12344096560432459 0.039420635469348819 -0.16630745684798159 0.063970689617703247 -0.019489711207518915 -0.11314011533715472 0.024286809046897936 0.03217634931201007 -0.026668952754100847 -0.16710609667818435
leaf_weight=0.83043660483235626 0.19367181626148422 0.29266000158713712 1.2406160938571691 5.997764920064582 5.1885425735572408 2.0766113082361244 0.31063991247719958 2.5774129351866568 4.0607987609246265 1.1941522625093046 0.041157228406518698 0.54285872404761892 7.1926946375951948 56.717902596919885 1.1517028535508869 0.22512443124287507 0.051077448108116985 0.21636923869664315 0.42617550060640497 2.908111512942924 0.83048774437702377 2.8838366134677909 0.69069707198650565 0.12707473480259057 1.5476788260057208 61.68959545326085 12.415098693347316 4.5854616476062651 1.4654973674760183 8.4327558919221683 6.9419477273549983 0.47306756029865837 10.957277139812502 5.2292144244340788 2.5616250097682496 0.87519634198360918 17.034726658969706 0.075361216793680796 0.40012100149760854 0.10082518760464054 10.646094069006265 11.621030380545117 0.074880493077216559 1.9138361534833155 0.3146750065161531 0.44049828687843717 4.638938876982138 0.307665654021548 0.1431960302470543 0.071609713418183674 2.5594764586667216 0.21090032720530871
leaf_count=191 15 203 473 2593 10246 2547 330 3279 4703 632 5 186 8552 32107 752 129 19 88 243 1451 170 2026 382 17 749 48318 9507 3113 1057 2723 3358 63 1271 6215 682 117 15700 50 260 21 5229 4666 15 526 145 428 937 56 170 51 1167 58
internal_value=0 -0.00348438 -0.00385219 -0.00477082 -0.0041382 -0.0162121 -0.00376424 -0.00324723 0.00853869 0.00912372 0.0404501 -0.00920526 -0.00369551 0.000364624 -0.00653074 0.00565206 0.0250055 -0.0453838 -0.0126158 -0.00125939 -0.0565314 0.0332963 0.0078469 -0.0589105 -0.00804602 -0.0101882 0.00229862 0.00783052 0.0359023 0.0128047 0.00839862 0.0191411 0.0172828 0.00650668 -0.00674999 0.00873169 0.0163318 0.00958016 -0.055617 0.0035513 0.00228817 -0.00377739 -0.00464821 0.0322597 -0.00832547 -0.0247269 -0.0181786 -0.0256949 -0.0886232 -0.129714 -0.0014601 -0.121207
internal_weight=0 186.133 185.302 175.629 169.631 11.6366 6.44805 157.995 4.37144 79.564 1.77817 0.584016 155.417 63.9106 91.5066 10.1171 4.90944 0.509029 5.20767 4.15206 1.05561 4.40041 3.59881 0.55325 81.3895 67.4268 13.9628 5.73716 4.34933 9.67337 77.7858 11.624 11.4303 66.1618 9.50357 56.6582 22.9503 17.7211 0.686383 33.7079 32.8327 22.1866 22.0858 1.98872 20.0971 5.91658 5.3871 4.9466 0.529481 0.386285 14.1805 0.286262
internal_count=177991 135968 135777 132581 129988 17826 7580 112162 5033 42023 823 191 108883 40659 68224 5785 3393 291 2392 2093 299 3102 1833 260 62439 52183 10256 3865 3083 3196 41200 1349 1334 39851 4040 35811 22283 16068 368 13528 13411 8182 8161 541 7620 1787 1421 993 366 196 5833 108
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=2 5 1 4 6 5 10 14 16 2 16 1 16 5 4 2 8 1 2 1 14 16 11 11 7 1 9 8 7 10 1 8 16 16 14 5 11 9 5 4 6 7 1 2 4 16 16 2 14 10 1 16
split_gain=0.440229 0.387773 0.386831 0.427912 0.293276 0.435206 0.267415 0.328139 0.255443 0.247359 0.327108 0.24152 0.241126 0.240455 0.25877 0.224138 0.240805 0.22254 0.206541 0.313707 0.245526 0.303941 0.343582 0.281464 0.219034 0.205151 0.258782 0.204952 0.296468 0.332779 0.220161 0.218294 0.286978 0.217117 0.213816 0.195536 0.310246 0.195226 0.271746 0.244939 0.207901 0.193271 0.191894 0.189921 0.201152 0.182132 0.264321 0.302574 0.215943 0.193166 0.177978 0.401608
threshold=0.085469074547290816 0.28088626451422694 0.49210682511329656 -1.1307706344100457 -0.24580263177593256 -0.40008796730297241 -0.0043436086485419004 -0.19059526425039938 -0.0078973599429843656 0.00059771226369775843 0.26125565952960766 0.9188295602798463 -0.090159545230967669 -0.57426039887207636 -0.75156443395082406 3.1887308068689897e-05 -0.0040060151414161088 0.0010367543436586859 9.5080271421466036e-05 0.47200432419776922 -0.025194638704595266 -0.11473308036835424 0.076592487447962307 -0.0062660631510596853 0.006013139075704309 0.99654099345207225 0.0057229995480666878 0.079840037385062387 0.09585904556980869 0.021118186201661546 0.36409355700016027 -0.024981723541717109 -0.11000383991340627 -0.071515487555665488 -0.35295119674219538 0.37041203451636751 0.0047535821130894025 0.022488842199063878 -0.23443515486622227 -0.20493747535521051 0.18926242561463016 0.038206363116068426 0.13894789665937426 0.0012919788132421675 -1.3139957897548891 0.13388609450035435 0.095402999081536918 0.041770359501242645 0.032615060043421955 0.0093323863280201039 0.99465543031692516 0.026149752416483551
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
left_child=1 2 9 -4 6 11 -5 -8 -9 10 15 -6 -13 14 -11 16 -1 -15 19 -3 21 23 41 -20 -25 50 -27 28 29 31 -29 32 -19 -30 -31 -22 45 38 40 -40 -36 -23 -34 -43 -45 46 -37 48 -48 -47 -21 -52
right_child=-2 18 3 4 5 -7 7 8 -10 13 -12 12 -14 17 -16 -17 -18 27 20 25 35 22 -24 24 -26 26 -28 30 33 34 -32 -33 42 -35 37 36 -38 -39 39 -41 -42 43 -44 44 -46 49 47 -49 -50 -51 51 -53
leaf_value=-0.12819862743981059 -0.0068733346837292642 0.053937499436782735 -0.15008881423292275 -0.019930769763163894 0.011611268641147157 0.027338494524706304 0.037562781426237701 -0.026922390006580366 0.021303418076552515 -0.13388399537485809 -0.16749972239933608 0.027706280237800536 -0.063176991499151389 -0.055326930617790808 -0.019702091518859863 0.049180146551579339 0.063986386776623577 -0.062882536992211857 -0.011360115949031961 0.0013182946445645578 0.016731703507410059 -0.0070965418984931909 0.13081291419707777 -0.07012192091935579 0.026650392779416089 0.040456159035496458 -0.050732238624662918 0.048483236683840567 0.030763487597003876 0.076860546835393007 -0.10990599987448464 0.0025202280243083758 0.0058044154637469604 -0.045947700550336847 -0.048424188791267336 -0.011685481038989278 0.024131661317785096 -0.008016781347417689 0.0557588560420475 -0.01996974483887513 0.021924888459425279 -0.14628962803946607 -0.031918610414162309 -0.072464737150322298 0.0028709086622234017 8.5450719394354231e-05 -0.0044199839427408079 0.0098519975313864569 -0.13713519256467796 0.089987173622788075 -0.058108519642125683 0.072040687332382933
leaf_weight=0.13977546718160738 67.286634034294366 1.2647191601681687 0.13980187164270219 3.7226078508356295 2.1105225598694228 19.989940517284143 3.1071206297965546 2.377273557245644 2.0117763693087891 0.22394529858138401 0.061807373329429427 0.37900524273572944 1.1396411941313997 0.65276800562969484 1.1647585582977615 2.2233654045726325 0.097065127195491985 1.0791483796820101 2.2995290770304564 7.1512782729478186 5.6029045758768943 19.348626257276017 0.15759063350560509 2.2040075153254324 0.25225139607209701 2.1009047080515297 0.34934193512890477 1.4114305566545216 0.43726146114568143 0.64494576687320648 0.077108709709136636 76.932003103050647 3.9079619499316314 2.0257011617177332 0.6416786182198847 9.1582747930287915 2.8470484750250753 2.1286727442147821 2.8645091340158615 0.49221028368265196 1.1406477597629416 0.14523407902743102 2.0379996464180294 0.63068138475500735 0.77907500507717475 0.91503978476248338 0.16345723569065818 0.34652804612414911 0.48774661248899065 0.30591183144952083 1.327057115267962 0.2721543141233268
leaf_count=34 74082 186 32 1444 684 20678 705 705 721 65 22 80 360 992 546 1447 75 427 715 760 2869 6570 45 674 107 168 24 431 141 139 17 49549 1771 742 301 3139 1071 793 1223 412 462 49 864 168 456 276 58 113 76 87 127 18
internal_value=0 0.00251607 0.00544915 0.0145027 0.0152386 0.0215582 0.00192098 0.0127938 -0.00482068 0.00229259 0.0331047 -0.010259 -0.0404379 0.00149272 -0.03956 0.0392981 -0.0504567 0.00209077 -0.00431597 0.00708515 -0.00743117 -0.0138551 -0.00868298 -0.0366437 -0.0600648 0.00171857 0.027186 0.002492 0.00190731 0.00282789 0.0390903 0.000978132 -0.0158735 -0.0322072 0.022409 0.000938437 -0.00529559 0.0174029 0.0279235 0.0446082 -0.00362818 -0.00984376 -0.00718131 -0.0435653 -0.0313097 -0.0126856 -0.0170773 -0.065509 -0.104815 0.0235689 -0.00545288 -0.0354167
internal_weight=0 193.472 135.362 34.9777 34.8379 23.6191 11.2188 7.49617 4.38905 100.385 2.52201 3.62917 1.51865 97.8628 1.3887 2.46021 0.236841 96.474 58.1094 12.4655 45.6439 25.817 21.0612 4.75579 2.45626 11.2007 2.45025 95.8213 94.3327 91.8698 1.48854 83.9571 7.02511 2.46296 7.91266 19.8269 14.224 7.26772 5.13905 3.35672 1.78233 20.9036 5.94596 1.55499 1.40976 11.377 10.156 0.997732 0.651204 1.22095 8.75049 1.59921
internal_count=177700 103618 85862 25409 25377 21802 3575 2131 1426 60453 1578 1124 440 58875 611 1556 109 58264 17756 1283 16473 8784 7288 1496 781 1097 192 57272 56824 55941 448 52611 3062 883 3330 7689 4820 3191 2398 1635 763 7243 2635 673 624 3749 3386 247 134 363 905 145
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=0 3 7 15 9 13 3 5 1 8 9 5 12 8 7 1 8 3 3 14 5 14 0 5 1 9 13 5 5 5 7 15 9 1 8 8 3 0 14 5 5 8 9 16 1 7 5 16 16 7 0 0
split_gain=0.444757 0.437075 0.339775 0.267241 0.263958 0.25268 0.229161 0.227952 0.240197 0.250862 0.221689 0.218665 0.224263 0.204484 0.229894 0.240523 0.198701 0.188622 0.268235 0.252491 0.295605 0.232387 0.244757 0.187808 0.172065 0.166946 0.183528 0.215097 0.24704 0.22182 0.356586 0.19711 0.179988 0.178143 0.172817 0.175248 0.170677 0.272549 0.249749 0.169636 0.21241 0.169115 0.393343 0.235821 0.188698 0.17993 0.159458 0.158871 0.155132 0.166402 0.154301 0.154298
threshold=0.022493960335850719 -0.00067790783941745747 -0.016477970406108867 0.058190102262115843 -0.0041370994991858914 -0.28145592277063247 0.54504392482340347 0.29413701643558221 0.99807244539260875 0.015220090850115288 -0.0091725235395726471 -0.15663345374686299 -1.5682749231763096 0.10489245155103778 0.0158666940695305 0.081544194370508208 0.021184010156055165 -0.36253310248139309 -0.72277507465332735 -0.70069467600813151 -0.057391675642013341 0.091656506555862327 0.0038418037584051494 0.40540750305614309 0.068658035248518004 -0.09246443839802472 0.16375557345542585 0.41054780310405725 -0.42117413017608218 0.51035201271579378 0.036246469362720322 -0.30417972533935583 0.0017870968753173797 0.069709464907646193 0.0041281634232957628 0.0040210706911303967 0.11453133495524527 0.12507207691669467 0.0080861958212660751 0.29905180723176367 0.26697168147603462 0.0024497437066586928 0.012161048782808612 0.19783099649764768 0.53707468509674083 -0.0034540774673524881 0.43143621417477146 -0.011902032137561034 0.15197538098140836 0.0097261067936366564 0.071935873478651061 0.0014634527033194902
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
left_child=1 2 3 17 -5 11 25 13 9 10 -9 12 -2 14 -4 24 -11 18 -1 -19 -21 -22 -23 -13 -16 -7 34 28 -28 30 31 46 -33 -31 35 -27 39 -38 -39 40 41 43 50 45 -44 -30 -29 -3 -41 -50 -43 -26
right_child=5 47 7 4 -6 6 -8 8 -10 16 -12 23 -14 -15 15 -17 -18 19 -20 20 21 22 -24 -25 51 26 27 29 36 33 -32 32 -34 -35 -36 -37 37 38 -40 48 -42 42 44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.028523682695427904 0.080359441165622436 -0.040970832746437126 0.011798603197073583 0.095767094663394212 0.031048906408282631 -0.036735666794894636 -0.023888337334879418 0.022253962708497031 0.040164465401782194 0.084182026375703142 -0.01010813231728426 -0.029681347642119212 -0.0025949880163453312 0.079617511406873953 0.0055130874976334308 -0.012576114263759234 9.0581920043403177e-05 0.11519857598020984 0.058387423481913107 -0.020333874297960745 0.043106936401911627 -0.19108744044082021 0.0018023363347344805 0.0025670454082200073 -0.043310792064477882 -0.0054411503553028796 -0.024610693835977044 -0.029677986730509434 -0.0017550770360980281 0.056733660439069244 -0.13871776311286468 -0.018379557295622663 0.053040156674549414 -0.023557241086704608 0.0024120679257869236 -0.062807389563898697 -0.17185826143162841 0.046270802929883247 -0.025155298102774754 0.047756757742128904 -0.019074345772150392 -0.003862191846419288 -0.10490068639494642 0.078915160444722757 0.063848510808799927 0.024790603067072169 -0.18017677810155408 -0.0063383898778418954 0.050188191202071367 -0.10092999062765405 0.031043655656005399 0.0682639634197129
leaf_weight=0.44993113840064314 0.34668379145114192 2.448544842359297 40.555328804938654 0.78416525946795479 3.1170604020371684 1.2863114435849627 4.5443361728187019 2.3254054608405665 1.2247084449336387 0.53365516414851188 21.991741880858171 8.4532140944711447 3.0839912199626278 0.38383978314959577 4.0672068397871035 9.1991326024617575 0.57322536419542303 0.17409172032057529 1.520227549031915 3.2409133839255442 1.6966939080575674 0.070259330699627642 0.26057166999817127 2.2918659772994951 0.13294590264558781 66.781519182608235 2.022259847992248 0.17839116907271124 3.4883465667412663 0.67748508345175629 0.2412307117228919 2.8444696226724773 0.38530328327033192 0.44574330161049147 39.786974585428425 0.51939825147746788 0.086043308579973554 0.64864243404917976 1.8301470914880154 2.1766560995201867 2.0700511460745465 3.5958643631911391 0.44517035847820796 0.64507201723972762 0.06526603866223013 9.4865361117272187 0.10887283887132071 2.8782009573310452 0.12065367442846753 0.13987353610718856 1.9345336922765453 0.82585358028518385
leaf_count=143 365 2014 25514 263 856 880 7020 568 120 110 4540 10476 4464 79 1916 4347 215 41 363 1091 673 22 123 1138 34 54224 1041 43 2376 185 75 871 144 154 31343 377 36 595 2182 1157 614 2348 141 381 75 7747 10 2274 61 55 1519 297
internal_value=0 0.00547326 0.00706808 0.0232978 0.0444292 -0.00306103 -0.00182697 0.00481915 -0.00277417 -0.00486893 -0.00699955 -0.0158012 0.00615516 0.00848705 0.00796324 -0.0029723 0.041316 0.0120977 0.0384625 0.0024606 -0.0016358 0.0281701 -0.0467431 -0.02281 0.0145882 -0.00111813 -0.000788012 0.00565378 0.00894926 -0.0137211 -0.0253559 -0.0169287 -0.00961816 0.024999 -0.00281199 -0.00590018 0.0115025 -0.0129585 -0.00627033 0.0141059 0.0112801 0.0144903 0.000559796 0.0206602 -0.0819153 0.017661 -0.0938239 -0.0223404 0.0390404 -0.0321975 0.00840761 0.0522915
internal_weight=0 98.4537 93.127 11.3139 3.90123 160.731 146.555 81.813 26.6487 25.424 24.3171 14.1758 3.43068 55.1643 54.7805 14.2251 1.10688 7.41269 1.97016 5.44253 5.26844 2.02752 0.330831 10.7451 5.02601 142.011 140.725 33.6366 28.7551 4.8815 3.75827 3.51704 3.22977 1.12323 107.088 67.3009 26.7329 2.56483 2.47879 24.168 21.7308 19.6608 6.04083 13.62 0.510436 12.9749 0.287264 5.32675 2.43718 0.260527 5.5304 0.958799
internal_count=177700 45603 41315 3575 1119 132097 115654 37740 5553 5433 5108 16443 4829 32187 32108 6594 325 2456 506 1950 1909 818 145 11614 2247 108634 107754 21810 20328 1482 1143 1068 1015 339 85944 54601 19287 2813 2777 16474 15201 14587 4083 10504 216 10123 53 4288 1273 116 3867 331
shrinkage=0.1


Tree=72
num_leaves=53
num_cat=0
split_feature=2 1 12 4 15 7 12 9 15 1 16 9 12 7 4 7 7 2 1 13 7 16 16 9 10 13 4 4 10 10 16 14 1 4 7 16 14 10 7 12 4 12 11 7 14 9 14 2 2 9 1 9
split_gain=0.448512 0.366511 0.360388 0.305594 0.250236 0.275884 0.306075 0.243409 0.238338 0.248886 0.201297 0.192927 0.244285 0.239065 0.229764 0.223012 0.218034 0.191773 0.190312 0.190065 0.200454 0.277304 0.186812 0.402872 0.302407 0.244168 0.232227 0.506515 0.220597 0.255674 0.22982 0.215622 0.262727 0.335274 0.207107 0.194913 0.302571 0.220407 0.200272 0.195283 0.190531 0.190126 0.185463 0.282047 0.230987 0.287619 0.236434 0.255053 0.20596 0.185086 0.184394 0.205139
threshold=0.5174071490764619 0.0022684687282890086 2.955544654410085 0.304217119920208 -0.099787357625373038 0.0042150955448097749 1.9671036579464471 0.013335058540176073 -0.12162155032395065 0.9283655881881715 -0.051639136597922027 -0.0039247539105616265 -0.37456619798244511 0.013846838725426821 -1.360099786884772 -0.0043252727450500761 -0.072551142668065227 0.99875259399414074 0.99654099345207225 -0.72020190676709361 -0.11415436042027073 0.19783099649764768 0.015141719489675774 0.004715420423921572 0.0043908652892265124 0.053030028837399247 0.092368665546631493 0.065748650993736016 -0.017819785041773069 -0.06463796014449065 0.095402999081536918 -0.015448123780103028 0.093069635331630721 -1.2030974470758309 0.022633583960260103 0.11705514756811791 -0.35295119674219538 0.014716485746788244 0.0040935415221202481 -1.6106311526126948 0.64985168277527328 -0.60142993061197303 0.0022160515527572151 0.0043377332136603523 -0.097762803147703664 -0.012826210696822224 -0.12779489861351531 0.0012919788132421675 0.042509431019425399 -0.0048220424559496577 0.99654099345207225 -0.0020201249127658385
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
left_child=1 -1 4 -2 5 7 42 -3 -4 -10 -8 12 -6 15 -15 16 -14 -5 -17 -13 21 -21 25 24 28 31 27 41 29 -24 -31 -22 33 34 -33 36 37 38 -25 -38 -35 -26 44 -44 46 48 47 49 -46 -7 -30 -52
right_child=3 2 8 17 11 6 10 -9 9 -11 -12 19 13 14 -16 18 -18 -19 -20 20 22 -23 23 35 26 -27 -28 -29 50 30 -32 32 -34 40 -36 -37 39 -39 -40 -41 -42 -43 43 -45 45 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.028521015639733929 -0.039593594303006983 -0.0034751468125907483 0.083105699173140493 -0.010219538177117638 -0.0088987470335643356 -0.095848803679818143 -0.15161206694969703 0.021615136578427799 -0.0055709762228490188 0.030045091471371785 -0.024778671578741376 -0.042038989949659412 0.070810157232196372 0.10426211878445713 -0.019730495341985083 0.015091365624568275 -0.0078375227960773043 0.067615162682317889 0.071334604934928228 0.053325564862343161 0.0096910825892942976 -0.088239473491976472 0.094049560633672202 -0.037471493616816669 0.053618643697312542 -0.0069531977538360495 0.0038506393770067777 0.17167431803382427 0.011441702608078801 -0.010576793722062017 -0.12382971621317862 0.020876134797560592 -0.026297065827166406 -0.011857400383612059 0.093993290216172809 0.012966998830932233 0.049501647174918922 0.063953201763568376 -0.12809656069686079 -0.0049272589765745499 0.037069243037193431 0.011759578141839932 -0.15590687394657776 -0.021579144404262143 0.0048684899281474471 0.01671048830912264 -0.076313170058206217 0.010400558995728284 -0.065139200456691901 -0.011044849080826973 -0.052360922426644058 0.088017715554359152
leaf_weight=4.1593633428456078 4.0276662150072324 25.746684098624431 0.5626178155089282 14.208817571355208 29.069200640449708 0.47795054300422635 0.24873483793635387 4.5317209255263142 3.1282853481134207 5.2236893950939702 0.25154318918066465 0.85639522639030374 0.35336265053592786 0.13728954981343111 4.4792954185977569 11.244611364673798 7.0826211796365959 0.30637730748549152 0.62001867669550925 1.4303536358675035 32.680698297813244 0.13710504093251064 0.10831840347964317 0.77919061445209681 2.9325585275792032 25.171298975480113 1.724432379227437 0.28729370274049859 20.192525752524038 0.40814322750703169 0.30696730707859388 1.5789476840764103 4.1224711995714634 6.6347664110107933 0.50268873081949994 7.4745607423906213 0.67108545615156501 0.12993590118821874 0.35399549215617299 15.39396027033535 0.88684781125630241 1.7355141570260451 0.1424170740210674 8.006856760518529 0.82899865281433693 5.6208734113824903 0.70360136717136157 1.8197967313080878 0.82994423781474325 0.54630258029828904 0.11433629483326513 0.56691459743342321
leaf_count=5217 13379 16155 169 16638 18052 112 39 1947 1961 1743 159 685 238 33 2733 7574 4627 543 445 433 19575 36 21 292 1645 14298 1268 28 13008 241 104 749 2473 6993 155 3315 383 59 121 8623 694 1167 27 3576 460 3154 298 1057 355 265 70 192
internal_value=0 0.000845388 0.00135887 -0.0152824 0.000593216 -0.00568327 -0.0149617 0.000290449 0.0210663 0.0167212 -0.090848 0.00232693 -0.00274221 0.00474156 -0.0156613 0.00963161 -0.0039418 -0.00849678 0.0181318 0.00443892 0.00475982 0.0401009 0.0043102 0.00879853 0.0169319 0.000974184 0.0355136 0.0464795 0.0111871 -0.0390611 -0.0609978 0.00527508 -0.00523829 0.00383336 0.0391728 -0.000512333 -0.00633394 -0.0531118 -0.0673075 -0.00260193 -0.00601558 0.0381587 -0.0128788 -0.0242575 -0.00428926 0.00591102 -0.0251462 -0.0120964 -0.0304714 -0.0515676 0.0132005 0.0637324
internal_weight=0 242.997 238.838 18.5429 229.923 49.7554 19.477 30.2784 8.91459 8.35197 0.500278 180.168 52.9864 23.9172 4.61658 19.3006 7.43598 14.5152 11.8646 127.181 126.325 1.56746 124.757 53.1797 28.377 71.5777 6.6798 4.95537 21.6972 0.823429 0.715111 46.4064 13.7257 9.60325 2.08164 24.8027 17.3282 1.26312 1.13319 16.065 7.52161 4.66807 18.9767 8.14927 10.8275 7.27982 3.54765 2.84405 1.65894 1.02425 20.8738 0.681251
internal_count=177584 147024 141807 30560 137934 27604 9502 18102 3873 3704 198 110330 33702 15650 2766 12884 4865 17181 8019 76628 75943 469 75474 30537 17744 44937 4108 2840 13636 366 345 30639 11064 8591 904 12793 9478 472 413 9006 7687 2812 9304 3603 5701 3969 1732 1434 815 377 13270 262
shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=1 4 6 11 1 7 5 5 9 1 16 6 6 5 7 6 4 3 5 3 4 13 6 11 5 9 16 5 6 11 3 1 6 0 6 1 6 7 8 0 16 11 13 9 11 5 5 0 5 5 5 9
split_gain=0.538544 0.466965 0.29434 0.230049 0.220626 0.216136 0.2541 0.206238 0.4274 0.195668 0.194377 0.332198 0.242607 0.201591 0.192255 0.199369 0.373156 0.217036 0.319473 0.189724 0.193276 0.178734 0.328545 0.182738 0.295536 0.17746 0.174026 0.172289 0.171109 0.16957 0.191613 0.167751 0.165584 0.439191 0.273663 0.362356 0.393537 0.240929 0.195712 0.267828 0.216804 0.201716 0.199483 0.242991 0.164725 0.219249 0.193429 0.212383 0.234566 0.16293 0.16279 0.192179
threshold=0.053361328318715102 -1.2625242022365566 0.15004019945932764 0.0022160515527572151 0.03609877638518811 0.018478719998961026 -0.51954715281676311 -0.39112838112770382 0.00073186654815294682 0.99217706918716442 0.11230803495852991 0.25248373519994305 0.5056929144957194 -0.2808227007858885 0.0052877653076551451 -0.10097423485558886 -1.4110252909885304 -0.034912969917058938 0.41341831294482523 -0.76091825205367047 1.4283992748279719 0.11942833258643333 -0.13952739112004447 -0.0019514830274757029 0.47393048668927346 -0.013633133206998844 -0.017771764803808203 0.4220119599782991 0.25932014766381117 -0.01536736974806297 -0.2007527435198426 0.33399452269077307 0.16121096166811447 0.00011548568727448584 -0.24580263177593256 0.99465543031692516 -0.26290915595699399 0.0086299397896430902 -0.042664611126288061 0.052903622388839729 -0.099224412720936725 -0.032316390251216472 -0.36368154755277582 0.004715420423921572 -0.0055306198121273503 0.27006873165622386 -0.067496340136540614 0.0041527445428073415 -0.12184911790598159 0.75288998274396735 0.099214138211791494 0.073537831956419261
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
left_child=1 4 7 27 -1 32 31 8 -3 10 12 -12 19 -13 15 16 -6 18 -17 -8 -21 23 -23 24 26 -14 -16 -4 -5 -22 -31 -7 33 37 35 38 -37 -2 39 -35 42 -42 43 -40 49 46 47 48 -46 -9 -25 -52
right_child=5 2 3 28 14 6 9 44 -10 -11 11 13 25 -15 21 17 -18 -19 -20 20 29 22 -24 50 -26 -27 -28 -29 -30 30 -32 -33 -34 34 -36 36 -38 -39 40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 51 -53
leaf_value=0.025367665548114756 0.044596913611045404 -0.023205020294552424 0.010140434072257348 -0.0017720858124698796 -0.036584871771883264 -0.021729370190619195 0.037614034016794973 -0.034498337765423596 0.052474144689359285 0.087686070065485358 0.02467156393514881 0.023729097224758671 -0.029796071347431015 -0.069603819077591153 0.019834913728162543 -0.025169707857511381 0.053479734325080033 -0.015131651399622685 -0.17875221283689846 -0.0094300425187321714 -0.13210048697163779 -0.075113149551807173 0.032895698609025505 -0.031852399653081891 0.063613269814376955 0.076915073770721681 -0.099945071110902173 -0.044061773812414703 -0.023793079112530618 0.1030242820960009 -0.070758690877900252 -0.085989598374920304 0.00010861883413136487 -0.13796922396979158 0.0085232916667423546 0.059571050955012778 -0.097358456636442992 -0.07682627723969665 -0.16911971987404273 0.035858526922838314 -0.10197030766670584 -0.0010184163489367541 -0.02375079895242908 0.026994537017255966 -0.021871082201688503 -0.032680277983397253 -0.0044729283663922301 -0.016953710948631101 -0.12609755768300016 0.1249196722475544 0.076927381790583782 -0.058336779883360439
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leaf_count=2913 1174 1242 7353 5985 495 807 370 4959 1111 213 1994 124 246 315 74 89 315 446 34 9495 35 160 161 55 106 365 102 415 4399 12 50 173 16327 32 55760 266 55 84 33 35 37 6576 1184 34 479 4409 22910 23092 145 12 301 26
internal_value=0 -0.00659006 -0.00965668 -0.00171055 0.0112569 0.00310369 -0.00463566 -0.0147463 0.0105805 -0.001793 -0.00259139 0.0136601 -0.00699966 -0.0381817 -0.00123427 -0.0185323 0.00336362 -0.0463169 -0.0950912 -0.00905848 -0.0110259 0.0154235 -0.0175236 0.0312943 -0.00609583 0.0480556 -0.0550666 0.00770079 -0.0103002 -0.072689 -0.014033 -0.0345322 0.00470183 0.00719111 0.00574542 -0.00520654 0.0414634 0.0395662 -0.00946324 -0.0799065 -0.00779007 -0.00251945 -0.0329966 -0.111216 -0.0165789 -0.0140986 -0.0108023 -0.0208259 -0.067727 -0.0327072 0.0524712 0.065303
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internal_count=177584 81788 76511 18152 5277 95796 14199 58359 2353 13219 13006 2433 10573 439 2364 1379 810 569 123 9962 9592 985 321 664 282 611 176 7768 10384 97 62 980 81597 65270 64012 8252 321 1258 7931 67 7864 6613 1251 67 56006 51035 46626 23716 624 4971 382 327
shrinkage=0.1


Tree=74
num_leaves=53
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split_feature=2 14 3 15 10 13 13 1 2 10 15 2 11 11 11 16 8 13 1 2 11 12 2 3 16 14 14 3 8 10 16 3 1 8 1 15 0 16 3 16 1 14 14 8 10 16 8 1 10 10 12 1
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threshold=0.013774836435914041 0.18302523645037713 0.033542621880769737 -0.097749115464109623 -0.06463796014449065 0.0098529292827274472 0.11692033207037657 0.00020788318215636539 0.99875259399414074 0.0043908652892265124 -0.30417972533935583 0.39760011434555059 0.0037719779395652079 -0.076170999759517591 -0.012742709944744683 -0.095531106283064951 0.0035829595622090022 -0.32685059291551372 0.99873870611190807 3.1887308068689897e-05 -0.0090429421111584366 1.2563555934717308 0.0082753850147128123 0.028751997277140621 0.38260444912791325 0.059993128015731513 0.045607821128636032 -0.2521467169754032 0.0040210706911303967 -0.033818752881089216 -0.067373041416158311 -0.16234152298420665 0.99654099345207225 0.0031542294968933864 0.99465543031692516 0.0067733552776448472 0.18542759865522387 0.26125565952960766 -0.41181009262800211 -0.03338484929613058 0.56120467185974132 -0.002313507102891381 -0.2364095731702153 0.0014155214115083206 -0.0017682976377762433 0.010290968909858032 -0.0036817591312730039 0.9188295602798463 -0.0040119197331205513 -0.0087097990256045418 -1.4308265315029864 0.379042997956276
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
left_child=1 3 -3 4 -1 14 41 8 -2 11 -11 12 40 -8 15 -6 -13 -18 25 -20 -21 22 -15 48 50 26 27 -5 29 -29 -31 33 -33 34 35 -32 37 -30 39 -16 -9 42 -7 44 -44 -46 -36 -17 49 -24 51 -12
right_child=7 2 -4 18 5 6 13 9 -10 10 24 16 -14 21 38 47 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 36 30 31 32 -34 -35 46 -37 -38 -39 -40 -41 -42 -43 43 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.058908869737638182 -0.0224163407681152 -0.023792507313075806 -0.1280793364972701 0.019469850802620817 -0.031296494770417536 0.002093283202546546 -0.1116630563295493 -0.0074553939866314036 0.063195414577211687 -0.036961286755795422 0.026069758237687413 -0.036753743523600925 0.0057365298051595022 0.022177562605957938 -0.11664655066540155 0.11030536105145256 -0.043633154329370913 0.0066431202377739175 -0.078489480291133035 -0.055009502176306971 0.063942920829811442 -0.029609868876898367 0.0059738962644432687 -0.13222644663967784 0.063127114891644437 -0.010142877838591849 0.060753479843390704 0.042164514594794034 0.036098306990240171 -0.010022743146928303 0.019920017256006659 0.0086908533835335523 0.055123843853610605 -0.13476706081189008 0.025329976111840236 -0.036064425469327054 -0.047341701949515022 -0.066248029731002314 0.019780716152335603 0.042921965856517086 0.010526553277290424 0.031928413006763239 -0.032507720338842347 0.013788187545692785 -0.15938144763899753 -0.03130093262838058 -0.14904107001279274 0.0029350363488805232 0.02672924371458249 -0.093869208180836952 0.0022316092535710035 -0.070555727372474383
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leaf_count=249 6274 609 94 10193 76 259 45 49899 615 963 3102 8158 14872 2589 58 159 2321 5345 138 170 365 465 151 64 221 2015 527 573 3192 4668 683 10263 577 50 75 776 181 77 1118 86 4406 186 348 149 126 112 61 80 394 105 39288 123
internal_value=0 0.00854817 -0.0456967 0.00940557 -0.00163107 0.00152925 -0.00643637 -0.00269212 -0.0187822 -0.00198243 0.00301811 -0.00447916 -0.00338787 0.00366614 0.0224145 0.0589918 -0.0205224 -0.00582026 0.0118946 -0.0241762 0.0211904 0.00572243 0.0119637 -0.0229339 0.00429417 0.0125956 0.0136874 0.0130224 0.0084203 0.00419921 0.00231128 0.00733194 0.0119349 -0.0213866 -0.0152902 -0.00681739 0.0293443 0.033049 0.0101967 -0.0459476 -0.00627887 -0.0350122 -0.0437764 -0.0595602 -0.073985 -0.123647 -0.0998285 0.0854691 -0.00606542 -0.0424302 0.00378673 0.0216966
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shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=1 4 4 10 0 0 4 14 5 15 12 15 2 10 11 1 5 15 13 10 1 10 11 4 7 4 10 12 1 7 15 5 7 12 15 12 12 13 13 10 1 7 2 10 15 7 13 11 4 13 5 15
split_gain=0.577007 0.271583 0.382898 0.357739 0.273418 0.271256 0.433083 0.314523 0.256033 0.247674 0.241651 0.245636 0.240214 0.214704 0.213997 0.223736 0.250604 0.195032 0.189081 0.179698 0.178407 0.277014 0.179345 0.258416 0.260476 0.24311 0.192482 0.173083 0.172189 0.16838 0.199909 0.179492 0.176898 0.166268 0.164494 0.204361 0.227235 0.180473 0.163925 0.163457 0.200509 0.161011 0.161359 0.331918 0.410162 0.312226 0.413839 0.183718 0.163964 0.157272 0.283821 0.249516
threshold=0.58489137887954723 0.34696933367841176 0.38727579035543086 0.0016716072392901156 0.45953060686588293 0.01804567035287619 0.68359791905529099 -0.45653122414704322 -0.35821318239974093 -0.26271875543933071 -1.0000464656840282 0.031440882347558506 3.1887308068689897e-05 -0.043707466888163259 -0.025628045925480021 0.43240770697593695 -0.42117413017608218 -0.057719137395088445 -0.076577346867364823 -0.055527619415495728 0.01325731771066785 0.0017494416677580895 -0.01015029339323874 -0.26992807666328617 -0.14759982347751024 -1.5416011019567273 0.011732965832171876 3.7135983334808969 0.51499781012535106 -9.8557720787601126e-05 -0.014614534289770094 0.26697168147603462 0.0029232871971476928 -1.1687559384170072 0.051610634849450464 0.99828946745498348 0.8916272488961543 0.16711519556181842 -0.053288461321455059 0.0070687415919291055 0.98128834366798412 0.01019879503576363 1.6029007383622232e-05 -0.0031030479598420455 -0.040165458122463651 -0.0006786188537509615 0.19149067320310867 -0.035373083364911878 1.1026718785670393 0.3589167803074273 -0.021269484704401275 -0.38507857774233245
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
left_child=5 4 3 34 8 6 7 18 39 19 11 17 27 -14 15 -11 -17 -4 -1 -9 21 -7 23 24 25 -22 -25 -8 -26 -15 31 -31 38 -19 35 36 -3 -36 -32 -2 -41 42 43 44 45 -12 -47 48 -44 -24 -51 -52
right_child=1 2 10 -5 -6 20 12 9 -10 14 41 -13 13 29 -16 16 -18 33 -20 -21 22 -23 49 26 28 -27 -28 -29 -30 30 32 -33 -34 -35 37 -37 -38 -39 -40 40 -42 -43 47 -45 -46 46 -48 -49 -50 50 51 -53
leaf_value=0.022539322718913929 0.0022804512374930115 -0.071851435773095898 0.075936737893431083 0.058827295916102806 -0.076319102756693513 -0.02495803470291507 0.0509332422775155 -0.072132098727484578 0.028869290679071929 0.036510588229697209 0.040158133954274443 0.10452042525389944 0.10824263538186887 -0.009411276693107375 0.006189423272561138 -0.20223755899275223 0.02573652734306886 -0.074274525624428711 0.082856264684011055 -0.0094342313990617935 0.16421438454570669 -0.0035869531240996701 -0.0014783728494706869 0.027216723241408954 -0.018953167552924616 0.0093338172074287889 -0.034529043998631749 -0.068705933333902458 -0.11210755751020472 -0.003838017627566782 -0.11319724754127031 -0.086684112021078327 0.0042346135466970634 0.055717217164490553 0.025307005540018898 -0.0161266110582465 -0.20794026126065465 -0.070772762551319299 -0.0074577823927345884 -0.012633482757860371 -0.18585426203032296 -0.014494843862555616 0.059887940462903078 -0.00085386982452380833 0.055492948743477911 -0.093744424682845995 0.074817652550665886 0.0065064625306785334 -0.051147402374864273 -0.011568636728757839 -0.085977203519179077 0.035223107614179794
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internal_value=0 0.0102266 0.00581432 -0.0326531 0.0216493 -0.00141977 0.00477388 0.00828263 0.023486 0.00637024 0.0083682 0.05265 -0.0187925 -0.0258314 0.00856818 0.0311293 -0.0757663 0.012566 0.0444297 -0.0196217 -0.00359363 -0.0109797 -0.00197346 -0.0116977 -0.0176898 0.052538 0.0145205 0.0311819 -0.0204431 -0.0284505 -0.0436077 -0.0692211 -0.0193665 -0.0309229 -0.0485392 -0.0705747 -0.100107 -0.0122754 -0.0633884 -0.00868667 -0.078562 0.00686985 0.00899921 0.0202454 0.0374635 -0.00767693 -0.052123 0.00453192 -0.0357749 -0.000465535 0.0141921 0.030248
internal_weight=0 53.9115 38.9088 2.40945 15.0028 201.426 52.3244 45.5535 14.7398 43.2842 36.4993 1.17493 6.77094 5.94245 39.9202 3.78728 0.170488 0.675097 2.2693 3.36395 149.101 26.8042 122.297 16.4025 13.3558 0.491862 3.04672 0.82849 12.8639 5.84219 3.24006 1.55956 1.6805 0.405694 2.05998 1.27101 0.81449 0.788974 0.576158 2.11128 0.271705 35.3244 32.1321 9.11734 5.01291 1.43363 0.742323 23.0147 1.06072 105.895 6.82955 4.20539
internal_count=177693 28949 16418 894 12531 148744 25703 22552 12413 21871 15524 857 3151 3031 20654 1072 68 557 681 1217 123041 38151 84890 8937 6326 174 2611 120 6152 3017 1746 754 992 309 715 496 320 219 294 905 104 14667 13359 1120 570 203 94 12239 301 75953 4052 1991
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=1 6 11 2 11 11 4 16 14 4 14 14 4 13 11 10 10 11 13 5 2 10 11 2 6 4 11 2 11 6 7 16 6 5 10 7 13 10 6 14 7 2 14 12 1 12 14 10 16 1 6 13
split_gain=0.427957 0.335969 0.246811 0.247731 0.37965 0.28238 0.418658 0.317838 0.316462 0.2752 0.243947 0.234882 0.232929 0.301172 0.300128 0.252186 0.235416 0.227191 0.227114 0.223069 0.213758 0.211393 0.210123 0.206975 0.288694 0.322616 0.350007 0.256117 0.248636 0.236971 0.235249 0.203621 0.19547 0.226331 0.194585 0.190808 0.206432 0.182337 0.342179 0.416092 0.180548 0.180442 0.177287 0.253906 0.176264 0.175232 0.227451 0.173611 0.227376 0.185103 0.173336 0.172971
threshold=0.070801522582769408 0.16121096166811447 -0.076170999759517591 0.047819430008530624 0.044576001250950216 -0.0039785265439626861 -1.4110252909885304 -0.047388381700707839 -0.25885731443941257 -1.5697748738104775 -0.26716425444874964 0.0011342144672182354 -0.90626804900450708 0.0078979886942180458 0.0081457499380561318 -0.0040119197331205513 -0.031490493435164517 -0.0073037373385683628 0.069287404534049316 0.23583048929739875 0.00028071974520571535 0.0070687415919291055 -0.051385651774347743 0.037385737523436553 0.16757854385727133 0.64985168277527328 -0.0025285096175065454 0.05582218989729882 -0.0012477603538037583 0.54030541566550983 0.0031395310615259576 0.046277118747290506 0.18926242561463016 -0.51954715281676311 -0.039773180392859465 -0.033754756430794071 -0.27517944585132681 0.010579302769105485 -0.24580666640471729 0.069354589574755196 -0.021417641678752111 0.037385737523436553 -0.070093016091314755 -1.6106311526126948 0.088555935770273222 1.5260150306562552 -0.24336440742406656 0.0029571754188059793 0.11230803495852991 0.052587697282433517 0.47721391315610556 0.061024560580663599
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
left_child=12 2 44 37 5 6 7 -5 10 -10 -7 18 13 14 15 -1 -15 -9 19 20 -3 35 -13 -14 -25 29 -27 28 31 -26 -30 -28 -22 41 -21 -11 -37 -4 39 -39 -23 -34 43 -16 -2 -35 -47 -29 49 -49 -24 -36
right_child=1 11 3 4 -6 8 -8 17 9 21 -12 22 23 16 42 -17 -18 -19 -20 34 32 40 50 24 25 26 27 47 30 -31 -32 -33 33 45 51 36 -38 38 -40 -41 -42 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53
leaf_value=-0.01255797842454472 -0.039041428609555895 0.083591338124535633 0.0093218306138569667 0.029367102147049275 0.087059160389493767 -0.025982871792286734 -0.0085572263222271835 -0.12369155900144065 -0.070762802519665616 0.054878425377610653 -0.15294571138148882 -0.091205193750402813 0.000311810872114973 -0.049619562986533271 -0.059958844962314406 0.014741002454328554 -0.0041639167188403502 0.043207305425437312 -0.0066745116712402762 -0.081623716918075462 -0.031065794295937723 -0.036035093045057191 -0.0095984867002193303 -0.017253486291757044 -0.024188220870914681 0.090158175225751355 -0.019355497001134082 0.030630057508972498 0.027646415197865776 0.045524490748293921 -0.066267682161100017 -0.16874697924692189 -0.027648418346125078 0.030441927441378941 -0.0023237372157078736 -0.041652427478703874 0.003926642907797288 0.014156676533629706 0.041284965373028205 -0.1206873099413278 0.03492721919830491 0.029203487900142877 0.017964370338148811 0.073484974822941682 0.10368322061301778 -0.16736637254051551 0.0037843942496947796 -0.0035368700264532095 0.034079418899185053 -0.083122240042514728 -0.064784779636927511 0.051970834797524734
leaf_weight=5.4900859410922758 0.098401599141651697 0.45408667721358398 51.627484455841568 0.21263197381995269 0.48033964884234492 0.69618613485363312 6.2649490711846729 0.71655341189944011 0.44050421382417226 0.67622093411365014 0.17961407883558678 0.3344496098216031 22.15004649563889 1.2143333048516094 0.14479622133694636 8.7613725051523943 15.231499379312934 0.083014770279987493 20.783701436656429 0.27886772380588709 0.84339693869969679 0.38247008312646347 10.378791256970995 30.872550570703879 6.3037105592463858 0.48408824480429835 0.16843260207679112 2.9853094458048854 0.65759812193573164 0.51227711585943314 0.42380004067672417 0.19559292017947882 1.5958415435452447 7.4157831877632834 11.921695991637531 1.0313367182620918 18.852955317915978 0.94551103682169901 4.3926086597966778 0.28310198651161045 3.7111846215548203 0.83686912387202017 2.4580203628815971 1.4490730255574815 0.41187812141288305 0.082145083029899979 0.34722643656277785 5.0588364271970931 1.6547523399567579 0.29270824661216455 0.5855490699977971 0.59949166696606049
leaf_count=2641 34 238 36731 92 114 378 4064 151 138 388 36 114 15972 401 63 4490 6456 44 6197 114 680 205 4431 50957 7729 206 32 1294 185 858 92 13 472 2936 2634 1014 14360 332 2522 96 2638 325 1180 497 114 24 255 1998 695 55 487 111
internal_value=0 0.00384036 0.00758337 0.0071863 0.000387206 -0.000910359 -0.0182955 -0.0773938 0.00397019 0.00604828 -0.0545205 -0.00222545 -0.00447211 0.00224743 0.0110671 0.0042221 -0.00756973 -0.105806 0.00100249 0.00754838 0.0175969 0.00747018 -0.0151084 -0.00772575 -0.0113133 -0.00151872 0.00840089 0.00480722 -0.0342846 -0.018845 -0.00963023 -0.103704 0.0147745 0.0185828 -0.00155034 0.00332795 0.00152786 0.0111906 0.0282717 -0.0181799 0.0281714 -0.00802171 0.0350202 0.0608399 0.0757765 0.0268321 -0.0342588 0.0105127 0.00188568 -0.00814801 -0.0126448 0.000345068
internal_weight=0 147.945 91.4869 90.9767 33.728 33.2476 7.27715 1.0122 25.9705 25.0947 0.8758 56.4579 106.509 34.7492 18.3033 14.2515 16.4458 0.799568 45.1591 24.3754 11.5753 24.6542 11.2988 71.7597 49.6097 18.7371 11.9211 11.437 1.44542 6.81599 1.0814 0.364026 11.1213 10.2779 12.8001 20.5605 19.8843 57.2487 5.62122 1.22861 4.09365 2.43271 4.05189 1.59387 0.51028 7.84515 0.429372 9.99161 7.0063 5.35154 10.9643 12.5212
internal_count=178283 82469 63451 63303 23622 23508 4351 287 19157 18743 414 19018 95814 15728 8871 7131 6857 195 13986 7789 4930 18605 5032 80086 64114 13157 4570 4364 322 8587 277 45 4692 4012 2859 15762 15374 39681 2950 428 2843 797 1740 560 148 3215 279 4042 2748 2053 4918 2745
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=2 6 2 8 5 2 14 4 9 14 13 8 2 8 13 6 11 15 11 12 6 2 9 2 10 15 12 9 8 5 5 6 14 8 9 4 5 13 4 13 9 2 11 2 5 4 6 15 2 5 2 13
split_gain=0.294253 0.187807 0.204566 0.186353 0.275901 0.446459 0.367621 0.268434 0.32069 0.25507 0.378163 0.327375 0.444832 0.249654 0.23415 0.227048 0.272598 0.218088 0.235068 0.313135 0.219498 0.212446 0.234823 0.293038 0.453436 0.212317 0.210735 0.223894 0.187324 0.181671 0.176238 0.237527 0.175205 0.231635 0.175054 0.174572 0.337199 0.207437 0.16767 0.252441 0.166716 0.176498 0.165122 0.163859 0.240797 0.233523 0.202377 0.188927 0.163801 0.237141 0.234554 0.160713
threshold=0.29879516363143926 0.16757854385727133 0.35048963129520422 -0.01258305920834398 0.29413701643558221 0.02679361961781979 -0.075195437525587175 -0.71763536588591303 -0.0013993797925990279 -0.095811152067451208 -0.047378923871178903 0.0016036833505508575 0.06005408242344857 -8.7693616544533664e-05 0.19922863322968545 0.26038963084071648 -0.001131100945927203 -0.12926804507908893 -0.0016848757694014776 -0.82269992505501321 -0.35743096552148895 1.6029007383622232e-05 0.0092303694857068363 5.865473895028118e-06 -0.0087097990256045418 0.081489247998832226 0.99828946745498348 -0.001547625473926855 -0.0016101960471865829 0.43143621417477146 0.27006873165622386 -0.23886173830281521 -0.56827055029705731 -0.014843131527191725 -0.015509669320329668 0.65915589634251437 -0.40950476153982168 0.061024560580663599 -1.5697748738104775 -0.036961472915892864 0.0013956435852156737 5.0710861614788889e-05 0.0024427183657246966 0.0014263533521443608 -0.55750238151462594 -0.15541495599233099 -0.15877514802060042 -0.28801610296346952 0.99574434757232677 -0.23142576192670078 0.75086852908134472 -0.074314901946469197
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
left_child=3 30 -3 29 5 43 9 8 38 21 13 40 -13 -11 51 34 -17 -10 19 -19 -20 22 23 24 -6 -22 -26 -28 -9 32 31 -2 33 -1 -16 36 -4 42 39 -7 41 -12 -37 45 -45 -5 -46 -48 50 -50 -33 -8
right_child=1 2 35 4 6 7 14 28 17 10 11 12 -14 -15 15 16 -18 18 20 -21 25 -23 -24 -25 26 -27 27 -29 -30 -31 -32 48 -34 -35 -36 37 -38 -39 -40 -41 -42 -43 -44 44 46 -47 47 -49 49 -51 -52 -53
leaf_value=0.051366418811385234 0.0099436889701719818 -0.038680680926050023 0.059428295149297095 0.053054276705875869 0.045612435644669269 -0.1423301922953609 0.014187374611424677 -0.013821483397987073 -0.012999988771845515 0.053989825205061626 -0.10700166677451772 -0.15813090845642194 0.054038657799699366 -0.036366398857870665 -0.010681030964767822 0.025266165761648071 -0.047641719148259203 0.023253418902546629 0.082444403283881418 -0.019791482834555018 0.03963724110310287 -0.013984376869925217 0.072841294484414995 0.040221511712834696 -0.11789897766381614 0.0075404229252472761 0.041934066238188517 -0.068603277274143878 5.9447772659966866e-05 0.01893748927291046 -0.044194046745979182 -0.012799956921121439 -0.0068020352671759633 -0.093346719731642352 0.046380535420870651 0.06123819871236539 -0.027708619359370662 -0.022704447255775605 -0.0025360813641425732 0.037971000439371926 0.035639763319807824 -0.020885706938192954 0.014325018873017119 -0.034601292199979553 -0.0037791749367998423 0.01629130435422356 -0.023966125646665615 0.015928123554315346 0.094675360632082664 -0.031484976151239928 -0.050156233933965969 -0.0047314873030353012
leaf_weight=0.9176741026012678 3.2266039276082656 1.2242315716134715 0.50886049027394564 1.9376644437325037 0.60315857804380391 0.18840611388441175 5.8266454378072075 14.475011274550068 2.2544946748976171 0.54070777315791929 0.37179384151022421 0.55720313031997637 0.11019271348413895 0.65871818979576369 0.64279242477277909 1.2389124038163575 0.84906693016819179 4.2862060526731511 0.73758335941238939 2.7661587518059667 4.8276995343967304 14.500173887675372 0.54215030657360319 1.1855044047697447 0.39538302086294319 3.6037068608693517 0.27613405324518703 0.47746880608610787 29.533924047718756 3.1759414979155727 2.1329913501049296 4.7026921886472364 41.676734703464035 0.10912813775939756 3.0958016059921638 0.88699456992253534 2.8405490127136082 1.2546984859473012 12.963053650994427 0.11479904464067558 0.24822135861541017 0.64126297686743783 4.5185525894557941 1.2257512483629387 8.0749764145202771 15.252795093292432 1.2266846127486122 26.88867043302071 0.26645696480727565 0.29975845696662862 2.6135973878983805 19.362128849564215
leaf_count=278 3757 706 527 1783 41 40 2888 14082 937 197 39 119 55 226 249 265 210 1801 274 1105 2254 4406 29 106 28 1585 29 39 29060 1386 2643 10553 21983 41 1268 456 4386 483 6795 66 68 209 2132 391 5571 10032 547 20744 510 1822 12034 7048
internal_value=0 -0.00990984 -0.000395899 0.00162357 0.00305593 0.00551448 -0.00309254 0.000545097 0.00755214 -0.0132669 -0.0395438 -0.0667638 -0.122612 0.00455834 0.00383543 0.0218688 -0.00453185 0.0160634 0.0201124 0.00636262 0.0306556 -0.00866118 0.0134791 0.00215519 -0.0237444 0.0259629 -0.060292 -0.0280677 -0.00450984 -0.00407251 -0.0179697 -0.0128726 -0.00579091 0.0346729 0.0365656 0.00434618 -0.0142289 0.0137004 -0.00430696 -0.0757264 -0.0359319 -0.0537776 0.0221967 0.0124057 0.00868579 0.0204851 0.010168 0.0141736 -0.0222136 0.0289492 -0.0262331 -0.000348344
internal_weight=0 24.476 11.2339 228.36 182.481 130.358 52.1234 75.751 31.7421 21.1081 3.1281 1.92867 0.667396 1.19943 31.0153 5.82657 2.08798 18.4758 16.2214 7.05236 9.16899 17.98 3.4798 2.93765 1.75214 8.43141 1.14899 0.753603 44.0089 45.8795 13.2421 11.1091 42.7035 1.0268 3.73859 10.0097 3.34941 6.66025 13.2663 0.303205 1.26128 1.01306 5.40555 54.6065 37.4161 17.1905 36.1903 28.1154 7.8825 0.566215 7.31629 25.1888
internal_count=178283 40009 8690 138274 114586 97067 17519 57999 14857 5591 913 490 174 423 11928 1992 475 7956 7019 2906 4113 4678 272 243 137 3839 96 68 43142 23688 31319 28676 22302 319 1517 7984 4913 3071 6901 106 316 248 2588 39068 27253 11815 26862 21291 24919 2332 22587 9936
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=2 0 0 9 13 7 13 14 5 11 7 2 4 6 5 9 12 11 7 15 11 6 15 9 7 9 4 14 4 14 7 5 2 7 7 5 0 5 11 11 2 12 4 5 9 15 15 2 0 15 14 7
split_gain=0.565185 0.569379 0.249955 0.272059 0.219886 0.189324 0.167998 0.300751 0.193568 0.419994 0.362479 0.24729 0.219913 0.218797 0.189833 0.180879 0.179942 0.19657 0.166922 0.147661 0.206791 0.169544 0.214794 0.191696 0.21614 0.237765 0.231024 0.193522 0.189999 0.196352 0.172969 0.207907 0.195509 0.192362 0.190283 0.174224 0.14686 0.152609 0.145912 0.293333 0.145231 0.144324 0.143422 0.139179 0.139564 0.139006 0.135813 0.135723 0.150735 0.133387 0.132574 0.132125
threshold=0.0019170711748301985 0.53289863467216503 0.0092816338874399679 -0.039747251389632969 0.14056120121652227 -0.11415436042027073 0.18410200790564377 0.10771766618448633 0.41636485298053932 -0.0045197884914771969 0.003972084107157197 0.036683281883597381 -1.2949229549603023 0.23629704154770384 -0.12184911790598159 -0.0065589606877086122 -0.41495084389833486 -0.0022319658357991714 -0.035672184338324475 0.10985962321805016 -0.0042988173503297122 0.16121096166811447 0.072272747189203304 0.0057229995480666878 0.0095056029277411965 0.0048285153465262437 -0.87317834889156354 -0.10827258494768496 -0.58644646810366707 -0.066881502598276341 -0.0018970563978471014 0.13772746003910979 0.046291073784232147 -0.0027572422828861898 -0.015975016710303765 -0.015478097354453576 0.00073002724093385052 -0.45586461503679759 0.012768482943033021 0.013750201063257644 0.93853962421417247 -0.81426709834464917 1.4479210507513469 0.37784340677038869 0.00021301267309045661 0.086646108746481973 0.039393750811055686 0.044777592644095428 0.037371443584561355 0.079861430985264395 -0.080586930859377529 -0.082106480275529664
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
left_child=1 18 3 4 51 40 -7 8 -8 13 -11 12 -12 46 15 -9 17 -16 -1 21 -21 23 -23 24 25 30 -27 -25 29 -26 31 49 33 34 -33 36 -32 -38 -20 -40 -4 -34 43 -37 -45 -41 -10 48 -19 50 -5 -2
right_child=2 -3 5 19 -6 6 7 14 9 10 11 -13 -14 -15 16 -17 -18 47 38 20 -22 22 -24 27 28 26 -28 -29 -30 -31 35 32 41 -35 -36 42 37 -39 39 45 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.052612057062705934 -0.095421032382768195 0.15189586877932876 0.028535773118249147 0.059839992696427757 -0.059467254347708658 -0.0056568208635360082 0.012887763831183219 -0.048324356066976409 0.033532333395533236 0.015165157453643866 -0.17837842151379868 -0.020766800790580554 -0.059010420503262273 -0.019020726915099873 -0.015961514136205238 -0.00084647869478781518 -0.023781588313462703 0.025020798976453363 0.0089527701013826146 0.040718473455169768 0.0050298419454901377 -0.002199800521293887 -0.05739706962988024 0.04416761174223717 -0.058674122849355609 -0.15380468643219769 0.005991089054648401 0.0069196128670453499 -0.053128801441067589 0.035789945327710355 0.075500992757721708 -0.11095298792529013 0.057239829229083328 -0.14703922817275558 0.0038159229972439344 0.059981210531695098 0.089990164912321646 -0.016478943022768446 -0.17373530920114369 -0.024615253214493704 -0.11612491318322891 -0.052172250857122661 -0.061439153208128552 -0.059213159094572337 0.087596339525360847 0.11185086349808381 0.13812124366255718 0.037565946003494187 -0.037393271442602204 -0.086326128334561866 0.0015158995596313578 0.049610887193897765
leaf_weight=0.84620900938352761 0.058891631531878375 0.26324515166197571 2.2940640080105363 0.6499773059886137 1.0603741139202609 140.41105402953247 18.800664325472102 2.104932475464921 0.29534243244415881 0.64879346039742714 0.29951351918862201 0.45790072147065075 0.35273663067346184 0.36185090186336311 2.259451513131352 1.2912137941057142 2.714362291318138 0.9050595561948287 44.352603850448531 2.979668958273578 3.5549800835378838 6.6648351258500034 0.7710157104738754 2.7084781061275862 0.30323636695902678 0.15327040269039571 0.18961033334744559 2.8722683922742354 1.1613329616684493 0.68359141901601139 0.23105411299457523 0.19973392177416827 0.29973805816553067 0.19187691248225724 0.42754194940062007 1.9378763606564429 0.13037877842726198 1.4843749932215309 0.1098794760328009 0.55749286809077603 0.054478394409670616 0.17779126908135368 0.10587919183672045 0.19616956324534829 0.075679101850255392 0.068240830703871325 0.21792533147527138 2.1439843047864997 0.64886015305819456 0.096609065985830855 0.9386683833072359 0.35108520619951633
leaf_count=219 22 58 1140 521 323 119681 13076 1852 91 215 22 138 106 142 1067 1415 1856 366 19953 930 1573 2301 242 1231 108 18 162 1663 914 333 192 48 96 34 193 942 40 1597 33 277 67 90 87 65 27 29 49 1438 296 97 820 142
internal_value=0 0.00992398 -0.00230738 0.00602428 -0.0356947 -0.00375691 -0.00413877 0.00222307 0.00932973 -0.0159828 -0.0440111 -0.0782918 -0.11707 0.0401098 -0.0103949 -0.0303707 -0.00252598 0.00720027 0.0090525 0.00814629 0.0213688 0.00431807 -0.00804513 0.0103624 0.00180766 0.00983653 -0.0694596 0.025079 -0.0260251 0.00624331 0.0138041 -0.00456958 -0.0344257 -0.0635978 -0.0347584 0.0269339 0.00393826 -0.00700505 0.00821478 -0.0354509 0.0243416 0.0160977 0.0450961 0.0506458 -0.0155028 -0.00708054 0.0810452 0.0213609 -0.00116791 0.0185209 0.0257727 0.0257082
internal_weight=0 46.1977 206.918 30.656 1.47035 176.262 173.914 33.5026 21.4347 2.63406 1.75894 1.11015 0.65225 0.875119 12.0679 3.39615 8.67172 5.95736 45.9344 29.1856 6.53465 22.651 7.43585 15.2151 9.63439 7.48623 0.342881 5.58075 2.14816 0.986828 7.14335 2.98194 1.29668 0.819153 0.627276 4.16141 1.84581 1.61475 45.0882 0.735613 2.34854 0.477529 2.3156 2.20973 0.271849 0.625734 0.513268 3.6979 1.55392 1.68525 1.58865 0.409977
internal_count=178397 20569 157828 14811 487 143017 141810 22129 13839 763 481 266 128 282 8290 3267 5023 3167 20511 14324 2503 11821 2543 9278 6384 5029 180 2894 1355 441 4849 1899 461 275 241 2950 1829 1637 20292 339 1207 186 1121 1034 92 306 140 2100 662 1438 1341 164
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=3 2 5 11 4 5 8 6 8 9 2 14 0 6 0 0 8 3 5 8 2 5 11 13 8 4 0 13 0 12 14 6 11 0 12 8 4 2 12 0 3 13 4 3 13 5 6 9 9 9 9 9
split_gain=0.626818 0.257761 0.245324 0.272369 0.216681 0.274387 0.229728 0.209338 0.216885 0.195385 0.199435 0.246894 0.244375 0.191182 0.193965 0.190305 0.172111 0.177512 0.166599 0.199159 0.16584 0.232716 0.165593 0.164511 0.16208 0.179689 0.159814 0.232088 0.212583 0.156798 0.156286 0.171319 0.153893 0.153767 0.153614 0.166947 0.149162 0.157461 0.24755 0.216125 0.189023 0.15068 0.152509 0.147219 0.146559 0.213735 0.23504 0.199034 0.229723 0.19571 0.186309 0.181097
threshold=-0.2521467169754032 0.024060699157416824 -0.57426039887207636 -0.00046505730116713648 -1.0987507526884011 0.75288998274396735 -0.0020802153447620378 -0.029686207468448741 -0.0086279571089883673 -0.022331159904683904 0.044777592644095428 -0.25107456737474271 0.023513756692409519 0.24003243245723899 0.001678938511759043 0.095465447753667845 -0.0023613064429972939 -0.045916141010820859 0.16003047949339541 0.015670252845724549 0.24542750418186191 -0.48251533165768196 -0.013200735273139743 0.25528803972550512 0.0044704048167338818 -0.14849009234162103 0.02878515794873238 0.16375557345542585 0.037970844656229026 -1.0304262172233341 -0.051750825687601601 0.19249723955349615 0.0046307952342146035 2.1600519175990488e-05 -0.69270402483581373 -0.0021751777658404526 -0.10403875877540726 1.6029007383622232e-05 3.4087868227988953 0.057092502713203437 -0.19338666263502088 -0.0191932373284673 1.224787868149569 0.24281008169054988 0.18410200790564377 -0.27374190846085689 0.26066212251169685 0.0017870968753173797 0.0025353386864665132 0.0014757991848367781 -0.0018585040148594544 0.04868689461530519
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
left_child=-1 2 3 -2 5 7 16 8 -4 10 11 -3 13 14 -13 -12 -6 30 19 -9 32 22 -22 -20 -23 -26 29 28 -28 -10 31 -18 44 -8 -31 -36 -35 40 -39 -40 -38 -42 -43 -34 45 47 51 49 -49 -11 -48 -47
right_child=1 9 4 -5 6 -7 33 18 26 20 15 12 -14 -15 -16 -17 17 -19 23 -21 21 24 -24 -25 25 -27 27 -29 -30 34 -32 -33 43 36 35 -37 37 38 39 -41 41 42 -44 -45 -46 46 50 48 -50 -51 -52 -53
leaf_value=0.01010579632827909 0.012312408840117764 0.071143309123147813 -0.0032711286602383743 -0.1254068723767742 0.0010063175377622146 0.10437729814431516 0.075397537435658593 -0.0342185430071415 -0.067789921100877837 -0.0020865132828344307 0.0051815546572284779 -0.14820599943224727 -0.024881671302093726 -0.14605480716373639 -0.020572550068571806 -0.024648801478537714 -0.046331360989995386 0.00527564308916124 0.054335622808563126 0.029983046535632371 0.10470475122834705 -0.02212387172499599 0.01266014014902247 -0.054603553235060234 -0.035308302750740976 -0.00068778078414573069 -0.1191642976807861 -0.15460716152913972 0.0036827863713593326 0.059233441175682626 0.0074919066434991554 -0.2008765414705343 0.0074015423666892706 0.020665369568746983 -0.15105409150978988 0.017091153444307908 -0.037241485396374716 0.0041427176478666256 -0.010146323847071084 -0.13132301410174077 0.11804540471157217 0.074819124471193793 -0.0062386908262889208 -0.030530698858894968 0.0056532741292437639 -0.0054869411806091973 -0.059549909471438817 0.10180555094978727 0.017104938666296001 -0.099057384820736852 -0.014453926414822994 -0.046199492256673524
leaf_weight=48.935829779007236 0.25996303575811908 0.17362503528420381 1.2181202227729957 0.29548745977808621 34.833843132132415 0.17197708078310814 0.36696729144387319 1.5473646363388978 0.49882662756863283 2.9631408489858582 4.2968042651013985 0.14221469534095321 1.8247818949585051 0.3405772493351833 0.4968551495403517 4.2303458503624825 0.15748212740982126 0.36367117913323355 0.77198228979250405 0.68325301104050584 0.22920683737174841 11.117413123050939 0.97071238508579216 0.15326655302487779 1.7246313864770861 10.752163785553417 0.22206207935232669 0.31756751186912879 0.33924989789011306 0.27296726443455555 0.11865488541752711 0.13959842366057273 20.305791103075084 10.224408244819191 0.078665379260201007 0.14475862092513103 0.2748061260790563 11.277860451269586 0.35422518035557082 0.23824111558133154 0.25926380658893311 0.42703656481535013 0.4804360138004995 1.0602243324078688 12.910478486280679 52.952558740390032 1.4739080996096166 0.33291991271471477 3.8862839084831649 0.20632679592381453 2.4164203117061325 1.0984395896675767
leaf_count=21822 90 69 407 132 21125 49 51 540 152 2534 2976 19 968 76 196 4499 114 274 199 212 125 21230 746 36 3942 14010 34 48 122 74 86 20 12475 6623 19 58 33 8793 178 69 32 50 69 1321 7830 39010 592 194 2320 81 1263 410
internal_value=0 -0.00250415 0.00259739 -0.0625523 0.00316275 -0.0142669 0.00504655 -0.0178165 -0.0362298 -0.00500009 -0.0174584 -0.0396637 -0.0469247 -0.0868205 -0.0521854 -0.00963766 -4.44625e-05 -0.0459922 0.000326282 -0.0144724 -0.00384557 -0.0111608 0.0315014 0.0356077 -0.0133523 -0.00551626 -0.0574226 -0.0881932 -0.0470618 -0.0291889 -0.0892328 -0.126124 -0.00202301 0.0126261 0.0105942 -0.0488166 0.0115918 0.00460457 0.000792745 -0.0612558 0.0356048 0.053061 0.0326029 0.0054957 -0.00407701 -0.00600091 -0.0080437 0.00999958 0.0241833 -0.00891117 -0.0317304 -0.00632908
internal_weight=0 202.398 66.492 0.55545 65.9366 6.42006 59.5165 6.24808 3.09222 135.906 11.5052 2.97805 2.80443 0.979647 0.63907 8.52715 35.6132 0.779407 3.15587 2.23062 124.401 24.7941 1.19992 0.925249 23.5942 12.4768 1.8741 0.878879 0.561312 0.995218 0.415735 0.297081 99.6065 23.9032 0.496391 0.223424 23.5363 13.3119 11.8703 0.592466 1.44154 1.16674 0.907473 21.366 78.2405 65.33 57.9413 7.38867 4.2192 3.16947 3.89033 54.051
internal_count=178397 156575 39689 222 39467 1950 37517 1901 914 116886 8803 1328 1259 291 215 7475 21619 494 987 752 108083 40053 871 235 39182 17952 507 204 156 303 220 134 68030 15898 151 77 15847 9224 9040 247 184 151 119 13796 54234 46404 41275 5129 2514 2615 1855 39420
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=2 0 12 6 14 7 2 8 13 5 16 11 6 4 6 16 4 7 8 2 6 5 2 0 12 7 14 4 13 2 4 7 4 12 2 12 13 12 6 16 13 5 5 11 5 8 12 12 14 2 8 2
split_gain=0.246036 0.186034 0.206133 0.26161 0.309249 0.222431 0.210259 0.179406 0.171743 0.220449 0.156811 0.148661 0.173344 0.14572 0.143701 0.162637 0.244109 0.143239 0.17708 0.239433 0.229652 0.195987 0.3287 0.260615 0.28124 0.185281 0.176811 0.164718 0.159994 0.158245 0.186123 0.210322 0.179717 0.170078 0.201254 0.167175 0.154579 0.198038 0.14781 0.238125 0.179973 0.172632 0.341806 0.207134 0.193655 0.20395 0.180745 0.164317 0.160512 0.157518 0.152272 0.152217
threshold=0.95923286676406871 0.00058532206458039593 2.010121467275074 0.01853025412631654 -0.0034720947634364861 0.0076664637397559953 0.046291073784232147 0.0023521890603015135 0.61805052764320634 -0.48987028460110138 0.026149752416483551 0.10659388841202663 -0.10276121544465495 0.017253485061932302 -0.11445592392984347 0.19783099649764768 1.4283992748279719 -0.022218228921196827 0.00043449395751484155 0.026094062253832821 0.51826533614331505 0.41636485298053932 0.056647241115570075 0.049564983695745475 -1.2924598958085289 0.011862086936456658 -0.025194638704595266 1.4874217796508429 0.065157598366716626 0.0050776696298271426 -0.14849009234162103 0.0092833199972617488 0.9947593419925197 2.955544654410085 0.0001484907261328772 -1.8424336350071642 0.16375557345542585 0.24972126190490529 -0.24324238225387546 -0.05980683260393125 0.23961942625218688 0.10200310988809318 0.076803347380320811 -9.9559175327588412e-05 -0.059485907407091067 -0.067040562776571819 1.4214648062403805 -1.6336136683362685 -0.32171357855204535 0.042509431019425399 -0.0064484351534338669 0.0027346570277586584
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
left_child=1 2 6 10 5 7 -1 -5 11 -10 -4 17 -13 -2 -11 16 -16 27 19 -19 29 -21 23 -23 -25 -26 -24 38 -27 30 31 -20 35 34 36 -31 37 -32 39 50 47 42 44 48 45 -40 -46 -41 -43 -49 -3 -47
right_child=13 8 3 4 -6 -7 -8 -9 9 14 -12 12 -14 -15 15 -17 -18 18 20 21 -22 22 26 24 25 28 -28 -29 -30 32 33 -33 -34 -35 -36 -37 -38 -39 41 40 -42 43 -44 -45 46 51 -48 49 -50 -51 -52 -53
leaf_value=0.01096110185700363 -0.080575313181469835 0.036365327265953575 0.038095354310190219 0.0044848791169671822 -0.12597650760096255 -0.11333181736684905 0.053667400202657846 -0.072384064738563472 -0.077860463163291538 -0.0024216765130927031 -0.024219202057839426 -0.11442135189473079 -0.016919661343556224 -0.014445668296234646 0.049537590789462863 -0.027533547718544094 -0.073160800840595439 -1.4284575350706332e-05 0.069275256323695286 -0.012198770386936786 -0.043091669878829703 -0.039264236260882851 -0.0047441197369091463 -0.085910049560969565 0.012925674089855722 0.14372451008398329 0.040902743322259821 -0.096231183924571445 -0.027972378926754249 0.055273343137556136 0.052220438556506703 0.00093921315250865148 0.024368760030942422 0.05251979461700778 0.012692505453305731 -0.0008370378141650249 -0.089297840352190336 -0.036680556647651082 -0.036368993093751224 -0.076845005969130589 -0.041149112408886475 0.043097584957243432 0.061518800049660274 0.0088272130162893366 -0.02920067486759553 0.054458708259742084 0.059107312261977941 0.003419609008583872 -0.031841761418923829 0.08515682350898876 -0.047668848148149597 0.011352365851252103
leaf_weight=15.328407133039041 0.33087342882436033 0.34879782348070876 1.2883388427890157 1.8605761497228752 0.27978462515238778 0.20341051384821174 1.2311553979088774 0.34484702721056226 0.21475002412626043 1.6046675004427013 0.57038639078291442 0.21617519669234753 0.86812798711070971 8.2641567648288383 2.6705753911410284 0.36555091577974952 0.15731521036286711 52.06328232948249 1.1382117908360667 43.56331825163727 1.1293423428014637 2.0580987563334925 1.2650922319662643 0.21093941660365123 0.93093720142132885 0.21151860824829782 2.539057809687165 0.13859792924995318 0.064437478176841978 0.51725618499790371 0.32660918943656525 0.73874217498450878 3.02430614343666 0.70651059568308472 4.0854545145871271 73.514940929494628 0.32090321309988201 0.9084146184814017 0.81414617942937617 0.067437504476401844 0.1786041278974152 0.29758263980329536 1.1784414414069022 3.4212021795060528 2.1603326224503667 0.88226774460144852 0.24289484211658408 0.29581540631625713 3.3007998710791071 1.1739436794141509 0.50906026296797824 9.3963561744044437
leaf_count=4225 2157 207 453 286 46 34 327 65 95 1118 156 46 470 10533 1830 204 49 31736 942 38670 1071 562 522 94 391 50 1109 83 28 511 152 522 3883 282 2971 55713 106 263 371 40 60 133 584 2644 2117 235 264 142 2259 506 330 6257
internal_value=0 5.03762e-05 0.00901391 -0.00981654 -0.0296804 -0.0176633 0.0141898 -0.00801238 -0.000810943 0.0174538 0.0189251 -0.00123857 -0.037875 -0.0171508 0.0219887 0.0342007 0.0423017 -0.0010496 -0.00197926 -0.00478145 0.00135818 -0.0096613 0.00551545 -0.0166705 0.0162054 0.035031 0.0257707 0.0061579 0.104359 0.00195558 0.0151251 0.0426377 0.000546758 0.00689478 0.0010353 -0.000431959 -0.0293731 -0.0127669 0.00681197 0.0293875 0.050728 0.00411208 0.010278 -0.00877129 0.00572951 0.0113071 -0.0199106 0.0617479 -0.0254648 0.0689408 -0.0134571 0.0151391
internal_weight=0 240.928 21.1069 4.54734 2.68862 2.40883 16.5596 2.20542 219.821 5.01286 1.85873 214.808 1.0843 8.59503 4.79811 3.19344 2.82789 213.724 189.317 102.907 86.4107 50.8434 7.28008 3.47593 1.41783 1.20689 3.80415 24.4063 0.275956 85.2813 8.22485 1.87695 77.0565 6.34789 5.64138 74.0322 1.55593 1.23502 24.2677 2.57366 1.7158 21.694 14.6744 7.01958 13.496 11.0928 2.40323 1.5372 3.59838 1.46976 0.857858 10.2786
internal_count=177904 165214 5592 1040 431 385 4552 351 159622 3296 609 156326 516 12690 3201 2083 1879 155810 139578 73162 66416 41426 2756 1125 563 469 1631 16232 78 65345 5238 1464 60107 3774 3492 56224 521 415 16149 1285 748 14864 9828 5036 9244 6863 2381 688 2392 648 537 6492
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 6 15 14 10 6 10 14 6 3 11 3 8 12 4 14 11 9 3 7 12 9 8 3 12 8 5 15 15 11 6 14 15 15 14 15 10 8 12 15 9 12 3 5 7 15 5 9 8 14 10 4
split_gain=0.234598 0.355024 0.251984 0.346292 0.187097 0.173222 0.381726 0.30556 0.209711 0.204614 0.172411 0.168204 0.165013 0.182239 0.28676 0.193959 0.218641 0.164474 0.162245 0.161814 0.160549 0.317423 0.224261 0.218908 0.213945 0.220522 0.192763 0.218144 0.189921 0.183186 0.18789 0.169033 0.175547 0.162156 0.154072 0.14575 0.143267 0.384492 0.168355 0.140625 0.137186 0.134731 0.133813 0.135766 0.129506 0.127004 0.126775 0.125472 0.17979 0.404047 0.260518 0.188698
threshold=0.023141411133110527 0.25637110661015122 0.18019059807558813 -0.01782355234266832 -0.078713373527024649 0.16121096166811447 -0.039773180392859465 0.2121167971841538 0.15305386951561825 0.011667778482660653 0.032096088948516281 0.024265255779027942 0.024873386895055926 -1.08314938025765 -1.4874426650782502 -0.37269368596595293 -0.0047505190814535999 0.019618160771141164 -0.043074302375316613 0.09585904556980869 -0.35982155370159852 0.002965755956064135 0.0086196064798774504 0.01083211519289762 -0.51792495979287234 0.079840037385062387 0.41636882577432466 -0.14978325384115265 0.099723051386004777 -0.0046315882385300879 0.40800196495894953 -0.49993522590368666 -0.088148803208148274 -0.15291184281188727 -0.0094692443473521643 -0.014614534289770094 0.015713883858227907 -0.013279330369436289 0.035530584584779777 -0.26271875543933071 0.00058154571366252127 3.7135983334808969 -0.95824740958050814 -0.45586461503679759 0.0461529619051671 0.10985962321805016 0.41341831294482523 -0.0075623297523280597 -0.0041141734846374661 -0.18182010313479821 0.015713883858227907 -0.99293722596059164
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
left_child=5 4 3 41 35 6 7 -1 12 20 -10 -4 17 -14 18 -16 -17 19 -15 47 24 22 23 36 25 -7 28 -28 31 30 -27 32 -23 -26 -5 -2 -22 38 -38 -36 -24 45 -19 -44 -18 -3 -11 -8 49 -49 51 -50
right_child=1 2 11 34 -6 9 8 -9 10 46 -12 -13 13 14 15 16 44 42 -20 -21 21 26 40 -25 33 29 27 -29 -30 -31 -32 -33 -34 -35 39 -37 37 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 48 50 -51 -52 -53
leaf_value=0.04718116105803638 -0.10294859638951087 0.041160278727110158 -0.11291601412988078 -0.072050180394747046 -0.0091806917874523077 -0.0034413090029927467 0.0089637295497371865 -0.07889432374294679 0.021852186643174735 0.0098693795274852458 0.10777453039309687 0.053515933508847952 0.0083405616840629415 -0.14176311170077147 -0.11575356212165028 0.03492974667586566 -0.012883245284827496 0.12231225329719793 -0.032991376564985755 -0.072868381997072892 0.0037853271211481009 -0.088476274159927037 -0.045444776665240182 -0.14826297997841262 0.078936990248596947 0.10369798476001853 0.07719345035464785 -0.089223943130728872 0.0069306447719686016 -0.015455577378173489 -0.0070425492159969239 -0.028433673391489212 0.053723437788482431 0.016204354469640244 -0.063067885804910628 0.0065080284470971769 -0.062062984564581841 -0.099309323204874123 0.049663395868256695 -0.0015562018436300281 0.047101345340162568 -0.075444404360396053 0.057156852546750993 0.01057499226194443 -0.076360126622477931 -0.018368790938130448 0.056689849092596056 0.016796999251507794 -0.010247152534063272 -0.012148471698352488 0.042054880665279112 0.0052143695486704432
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leaf_count=1113 128 1536 6 155 61722 9693 12974 78 1216 1478 47 828 847 51 70 424 920 93 66 82 5579 28 815 25 197 102 38 281 777 113 77 2814 73 981 229 121 76 171 183 4914 101 21 158 4275 152 167 326 3736 3034 17280 1330 36203
internal_value=0 -0.005967 0.00881158 0.00368811 -0.0098432 0.00113625 0.00336096 0.0386668 0.00247161 -0.00304069 0.0308856 0.0470389 0.00184929 -0.0154377 -0.0299414 -0.016058 -0.00881765 0.00267089 -0.0935295 0.00150476 -0.00425528 -0.00873627 -0.00174003 0.00112158 0.00153155 -0.00138845 -0.0217421 -0.0707724 -0.0184819 0.0425524 0.0711869 -0.0249895 0.0283029 0.0286279 -0.00772916 -0.0677136 0.00181839 -0.0329707 0.0183246 -0.0047148 -0.0362424 0.0303134 0.0153947 0.0140196 -0.0282812 0.0339157 0.0229412 0.00171864 9.26157e-06 -0.00622229 0.0035274 0.00223654
internal_weight=0 61.9311 12.8638 11.3605 49.0673 186.373 121.607 2.96965 118.637 64.7665 2.52433 1.50331 116.113 5.25392 3.26057 2.69434 2.52977 110.859 0.566226 101.57 61.8881 34.8744 22.6892 20.9672 27.0137 24.4008 12.1852 0.737022 11.4482 1.0736 0.716109 9.11447 0.545581 2.61283 7.95971 0.535218 20.8871 1.1029 0.629153 7.62143 1.72199 3.40074 9.2891 9.19079 1.75513 3.30028 2.87841 101.296 81.9728 29.5747 52.3981 50.7174
internal_count=177904 69827 7856 7022 61971 108077 84149 1191 82958 23928 1263 834 81695 2530 1683 1566 1496 79165 117 74639 22124 10961 6950 6034 11163 9985 4011 319 3692 292 179 2915 101 1178 5298 249 6009 430 259 5143 916 1724 4526 4433 1072 1703 1804 74557 61583 21016 40567 39237
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=1 2 9 8 4 2 10 5 5 9 1 9 0 4 10 1 10 10 0 13 11 4 2 13 0 8 11 5 2 11 1 1 1 8 0 11 2 9 0 8 10 10 2 2 2 9 8 5 1 11 4 13
split_gain=0.456479 0.355262 0.269703 0.243123 0.255256 0.319475 0.250052 0.195306 0.247398 0.252812 0.245094 0.204599 0.194035 0.180291 0.257466 0.184776 0.16864 0.158018 0.155565 0.155564 0.152879 0.150578 0.296256 0.274168 0.284747 0.235162 0.208913 0.204416 0.21363 0.173184 0.173182 0.270055 0.228853 0.241089 0.213032 0.185687 0.163899 0.151642 0.149898 0.14923 0.145354 0.228488 0.168145 0.154707 0.180604 0.146552 0.145254 0.143917 0.143773 0.231686 0.206243 0.166017
threshold=6.9678964791819467e-05 0.014890344347804787 0.12716949501990679 -0.079185120153420815 -1.4874426650782502 0.038098800927400596 0.00089284431364729841 0.13772746003910979 0.27006873165622386 0.023635640956017185 0.11850467324256898 0.073537831956419261 0.005824651801958681 -1.0187082173190147 0.0010477072755196879 0.016645275056362156 0.036730862724209293 0.056128383156213775 0.11362822353839876 0.045083989999775878 0.024031717408784362 -1.2625242022365566 0.071683187037706389 0.26097533966677183 0.032779984176158912 -0.0058771158384417037 0.018305702191437997 0.015524149191501328 0.017797934822738174 0.022628159973494672 0.05659551918506623 0.06280947104096414 0.078866444528102889 0.019021101427773929 0.0096966284327209013 0.00073459232982302941 0.038098800927400596 0.004245413575125377 0.0073034327942878017 0.066482444358043832 0.0050994946696512515 0.0025899621409629105 0.020753292366862301 0.49611039459705358 0.029450732283294204 -0.019495314053260399 0.0228792895692435 0.41054780310405725 0.20626340061426165 -0.025628045925480021 0.35896788710947009 -0.20717667846419757
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
left_child=-1 2 17 4 5 -3 21 10 13 40 11 20 -4 14 -9 -16 18 -2 -11 -15 46 22 25 24 -24 -5 27 -27 -29 -28 47 34 35 -34 -32 -33 -31 -26 -14 -35 41 -10 45 44 -43 -42 -8 -30 50 -50 51 -23
right_child=1 3 12 6 -6 -7 7 8 9 16 -12 -13 38 19 15 -17 -18 -19 -20 -21 -22 48 23 -25 37 26 29 28 30 36 31 32 33 39 -36 -37 -38 -39 -40 -41 42 43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.028156056509090185 0.0060792015700622017 -0.18294847601097378 0.077980834989447245 0.022331363622211609 -0.0172575183912047 -0.0063010688285122648 -0.0073550429229675557 -0.095813396197384659 0.014836621714779391 -0.070366610640949012 0.0113776141854005 0.051422806022133484 -0.15095644931415547 -0.0029545661645974781 0.094029111057444437 0.031843334380032007 0.0071110441350970893 0.051086988082457541 0.028228737081595769 0.026591249460873698 -0.036007963703971864 -0.023906138920592016 0.067474785108896235 0.11960940328518091 -0.013070557725366437 0.024306612718688198 0.086187681374166325 -0.1236702546412666 -0.023312266363154477 -0.045808664973204544 0.053819539092807192 -0.028075996825110694 -0.063682562430335293 0.043032639759691731 -0.11193832465262997 0.054273966630834669 0.035569617453746614 0.036766782103956501 0.024186218297341813 -0.10518738561462207 0.072210853713297593 0.032808760368760147 0.016400336414095707 0.029227504241471764 -0.033033111585978048 -0.066928095385140079 0.017638800718915718 0.029162041589986854 0.059469197081226423 -0.00044186344482295459 0.0044088474132247283 -0.0085448613909131273
leaf_weight=5.1826018024003124 78.987969731778321 0.21382739912951398 0.84559944395914388 2.6103118543069277 1.7576280417606529 0.18593858283566078 25.233372302318923 0.13010837569890998 3.6599150034062458 0.9915959917816497 11.742625381324613 0.59793065964913594 0.05151386333454866 3.9410764794992001 0.52577948015459686 4.4634851185746811 0.68512295989785332 0.77062845998261664 0.18026345377211328 3.2306042817385787 1.6763407489033841 8.876541114850161 0.93996479342968076 0.28742917818817648 1.7754809960279092 0.91971065260804419 0.31882094863976795 0.19923696835758153 1.1202506815843665 0.39425958766514668 0.078148523491109123 0.51234231761191062 1.3894091920446952 0.39451864276634285 0.59478559338458581 0.55134423458730453 0.60272148948934046 0.90840165113331739 0.15423832681153726 0.064145746815484017 0.077000303881504806 0.45688879058070586 10.545477233124982 0.57756119433452102 3.5822854985499362 0.40584247336300805 2.5443236446226356 0.94912235826996028 0.65641949548626044 15.244463246044686 9.6893298018894694 33.886868296906989
leaf_count=3522 43029 27 170 901 874 98 33334 28 1842 411 8464 221 13 4641 209 1485 280 301 141 2610 1849 10395 269 97 1037 320 65 31 562 97 19 182 385 111 156 149 128 423 101 18 34 185 5749 493 1492 164 2160 430 281 10749 9661 27356
internal_value=0 0.00178957 0.0071955 -0.000934966 -0.0341412 -0.104516 -0.000478415 0.00369553 0.00938787 0.00282851 -0.00086273 -0.00564943 0.0570994 0.0206612 0.0349688 0.038704 -0.0322371 0.00652524 -0.0550068 0.0103873 -0.00683803 -0.00426413 0.00494622 0.0284317 0.0206568 -0.00367192 -0.0120936 -0.0191777 -0.0260627 0.0241435 -0.0222502 -0.0354945 -0.0220067 -0.0431295 -0.0918078 0.0147973 0.00315197 0.00392726 -0.0281017 0.0191833 0.00622783 -0.0037847 0.0137362 -0.018547 -0.0254755 -0.0429805 -0.00505599 0.000798138 -0.00623358 0.00209438 -0.00875804 -0.011742
internal_weight=0 241.179 80.8099 160.369 2.15739 0.399766 158.212 75.2476 33.453 21.162 41.7946 30.052 1.05135 12.2911 5.11937 4.98926 1.85698 79.7586 1.17186 7.17168 29.454 82.964 14.6104 3.91128 3.62385 10.6991 8.08882 6.77301 5.8533 1.3158 5.65407 3.58469 2.91176 1.84807 0.672934 1.06369 0.996981 2.68388 0.205752 0.458664 19.305 8.27665 11.0283 4.61674 4.03917 0.482843 27.7777 2.06937 68.3536 15.9009 52.4527 42.7634
internal_count=177749 174227 43614 130613 999 125 129614 65792 19764 10791 46028 37564 284 8973 1722 1694 832 43330 552 7251 37343 63822 5380 1826 1729 3554 2653 2363 2043 290 2012 1020 845 514 175 331 225 1460 114 129 9959 4012 5947 2170 1677 198 35494 992 58442 11030 47412 37751
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=3 0 13 15 9 15 3 15 10 5 14 7 13 3 3 12 8 10 11 9 3 10 7 7 5 5 0 13 13 13 5 3 0 5 3 0 11 8 9 10 5 3 10 7 15 12 11 15 8 10 3 15
split_gain=0.523653 0.274646 0.156772 0.171714 0.154949 0.152825 0.158402 0.168614 0.233646 0.154488 0.134613 0.186442 0.170553 0.152063 0.247384 0.223009 0.188641 0.211011 0.189731 0.153358 0.150169 0.148558 0.205682 0.198452 0.254661 0.249258 0.196446 0.194327 0.176302 0.400478 0.176269 0.536085 0.235442 0.226766 0.22147 0.167763 0.208988 0.415856 0.167285 0.163984 0.166336 0.162515 0.162264 0.199734 0.160128 0.159272 0.173269 0.155631 0.152035 0.201477 0.151404 0.149232
threshold=0.040144948841771118 0.066119365394115462 0.72181019948147696 -0.081430775987141268 0.022488842199063878 -0.44871362294540934 0.055731546599417932 0.12668229950320181 -0.036459495285376363 -0.52957613512925439 -0.2864584666262055 -0.072551142668065227 0.15746883723779484 -0.39541161060333246 -0.76091825205367047 1.2874126676548361 -0.0020802153447620378 -0.007039839394933513 -0.011495874199083994 0.040062345560989164 0.00067734811455011379 0.0014238697298164765 0.0008536335168402632 0.0040935415221202481 0.49065947099647517 -0.10233091424689021 0.0032330066896975045 0.34089465802820124 0.02913275104297685 0.20308361108441703 -0.40950476153982168 -0.32107159221777687 0.039144990965723998 0.37041203451636751 -0.28410577177419322 0.035615881904959686 -0.025628045925480021 -0.019104839924076557 -0.0016259647467274467 -0.0065524091579357213 0.10811478512678339 0.024265255779027942 0.015713883858227907 0.0018596935266007488 0.21949965466477464 -1.2318136829071935 0.0039756501609421553 -0.24279040287639855 0.0228792895692435 -0.010363761011987589 -0.010997794568538664 0.025997270624545044
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
left_child=2 -2 10 -4 -5 -3 -7 8 -8 -9 11 -1 13 14 15 -13 -16 18 -18 -19 -14 23 -23 25 30 50 27 -24 42 44 31 -25 33 -32 -33 36 37 -27 -26 40 -39 45 -28 -44 -30 46 -37 -47 -38 -50 -12 -36
right_child=1 5 3 4 -6 6 7 9 -10 -11 21 12 20 -15 16 -17 17 19 -20 -21 -22 22 26 24 38 35 28 -29 29 -31 32 34 -34 -35 51 41 48 39 -40 -41 -42 -43 43 -45 -46 47 -48 -49 49 -51 -52 -53
leaf_value=0.055006584483119216 -0.038139848385306083 -0.073279534576712421 0.070921878068769886 0.021359681836872507 -0.077623781175919282 0.011337199810393016 -0.051794881917109119 0.063077584521868901 -0.0088114739673165153 0.0022548270368638978 0.018659692735229688 0.046172973359255666 0.025122662224384942 0.0095897671977356793 -0.0027278241903898521 -0.087325538652552492 -0.082739494973423477 -0.12910113095017112 0.010673053355537141 0.0020517986580778132 -0.033266912894464096 -0.00086689365135102009 0.041680612033162416 0.025088917367713223 -0.0015100573044369979 0.040594170912601368 0.0055343884092339812 -0.014431696528854726 0.02841429941494869 -0.00089846758935292639 -0.0067629825024431685 -0.13050106526258609 0.0066353021519864504 -0.038210079465582247 -0.058841016373743275 -0.044227613986421666 0.0051040765243835938 -0.0072511135420722439 0.066098631449871492 0.048818309743524545 -0.12774745658746103 0.016585008457355492 0.11429134985287322 -0.026357490676869058 -0.020116735899247139 0.04206162597972421 0.008287316640199386 -0.00800933427290333 0.012533875700687576 0.1121219801283828 -0.0035550990966849039 -0.012393597802882557
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leaf_count=253 2704 210 391 1267 67 4839 871 262 44210 7155 11117 307 2467 3584 369 47 101 147 162 22 306 16552 1308 492 242 127 6329 352 7501 6133 12647 61 8636 700 619 1451 13027 77 244 29 116 2173 57 1753 304 309 494 9331 371 125 4772 559
internal_value=0 -0.00767687 0.00374122 0.0282611 0.0124779 -0.0058934 -0.00541723 -0.00740456 -0.01046 0.00557234 0.00341201 0.0113023 0.00909678 0.00153517 -0.0149302 0.0275584 -0.0302944 -0.0549886 -0.0244618 -0.103236 0.0212788 0.0025225 0.00645082 0.000329529 -0.00514376 0.00360468 0.011 0.0315485 0.00848466 0.0134782 -0.00664783 -0.0250823 -0.00425401 -0.0103565 -0.0482582 6.64939e-05 0.00477059 -0.0372439 0.0356413 -0.083427 -0.0997179 -0.006869 -0.00190675 -0.0216327 0.0256176 -0.0101971 -0.0303702 -0.00585296 0.00639079 0.0465315 0.0137762 -0.0393525
internal_weight=0 50.6071 194.406 2.55578 1.88218 47.828 47.5112 42.482 34.3886 8.09345 191.851 19.4163 18.5038 11.4293 3.74947 0.992052 2.75742 1.44526 0.901428 0.543828 7.07455 172.434 61.7628 110.671 41.4283 69.2432 38.0805 4.13092 33.9496 22.9269 39.969 4.57452 35.3945 22.6833 3.12954 51.3861 30.6219 1.12266 1.45925 0.703808 0.63047 20.7642 11.0227 3.00996 12.4232 18.1926 3.20483 14.9878 29.4992 0.897012 17.8571 2.84724
internal_count=177749 60251 117498 1725 1334 57547 57337 52498 45081 7417 115773 7765 7512 4739 1155 354 801 432 263 169 2773 108008 40289 67719 24200 43519 23737 1660 22077 13938 23714 1731 21983 13347 1239 27630 13872 349 486 222 193 13758 8139 1810 7805 11585 1945 9640 13523 496 15889 1178
shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=1 7 1 11 6 7 9 2 9 13 10 9 7 7 6 1 9 12 12 11 8 8 12 2 13 9 6 12 10 6 14 4 10 4 1 6 2 2 9 2 2 7 12 4 11 10 8 8 12 1 8 8
split_gain=0.52393 0.243246 0.201486 0.313853 0.273649 0.193253 0.220472 0.31579 0.215801 0.206673 0.181095 0.222769 0.196131 0.227446 0.173408 0.170726 0.163839 0.158844 0.155019 0.151361 0.147841 0.144152 0.228778 0.177448 0.1701 0.142736 0.226111 0.203411 0.158867 0.148508 0.142248 0.14202 0.172267 0.141758 0.213345 0.176944 0.141184 0.141156 0.177153 0.210906 0.156441 0.16803 0.152726 0.138069 0.137719 0.137338 0.136469 0.133565 0.158469 0.132757 0.140495 0.160874
threshold=0.11154494807124139 -0.0399525746438808 0.0022684687282890086 0.0085818962120466896 0.21390916384878964 0.026352725930192007 0.028026538705404138 0.085469074547290816 -0.0096458360614943717 0.24484149736370497 0.0025062035877669382 0.024979572556836607 0.029845735074340088 0.036246469362720322 -0.24580263177593256 0.048674501478672035 -0.0040316042343116485 -1.3719172482773201 1.799256643201361 -0.024050500699076157 0.0075308629299421044 -0.0038934051654902018 -1.0304262172233341 0.039521496742963798 0.067256726604775635 0.029763362499035762 -0.32477724600333174 1.1085109625498923 0.0655281477313953 0.052737414406635777 -0.56827055029705731 -1.2902738006549883 -0.029569087305185794 0.5695169202297895 0.00014559148257831114 0.18125560420866246 0.069631312042474761 0.0002417522846371867 -0.0013993797925990279 5.865473895028118e-06 0.0017428902792744341 0.021846369782730572 3.2992315663878462 0.36687255317356426 0.018305702191437997 -0.0096112458582445354 -0.027491770661840925 -0.010855584599388233 0.56564561953661918 0.094720583409070983 -0.014843131527191725 -0.016256714164332099
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
left_child=1 17 16 21 5 6 7 44 20 -10 11 12 19 -14 -9 36 33 -1 -6 37 -7 22 24 -23 -4 28 -27 29 47 -28 -24 32 -32 -3 -35 -36 -8 38 39 -2 41 46 -41 -26 -5 -40 -39 48 -12 50 51 -33
right_child=10 2 3 4 18 8 15 14 9 -11 25 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 23 30 -25 43 26 27 -29 -30 -31 31 49 -34 34 35 -37 -38 40 45 42 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.038483671811653644 0.084535657013416685 -0.057629210354197116 -0.012219945510636508 0.032738802718631152 -0.016470637447012309 -0.07860531621197564 -0.10264118933812856 0.05864756310382474 0.0018106316025088224 0.07717973882155825 0.012268864606112323 0.021311196818797073 -0.060285570316442806 -0.0048379343067197489 -0.0094542370534855674 0.020757531964253336 -0.0089216192929692309 0.0059530765143304357 0.10551593122889409 0.0048453738059923909 -0.0049082900462547457 0.0045751478871963484 0.10715567144380421 -0.0063186640105646411 -0.032542770151102275 0.12780829997071239 -0.071520272060863144 0.088637961363069534 0.061268568270033574 -0.009833936871626852 -0.10171024004358925 0.0019121889463026662 0.024434916727206189 -0.046102518261860834 -0.030932177443232695 0.048206061646664827 0.014588901360834565 -0.0027220049405262481 0.013196338145173188 -0.024548416067731432 0.00087246498144408289 0.11392599694989181 -0.1380214873378923 -0.09644515435170109 0.067185065561917376 0.093958142155957214 -0.069343120807127637 0.019378396851803401 -0.021225262861908213 -0.034424635370114538 -0.011401448093339081 0.056260368064352889
leaf_weight=1.8029936604007151 0.13413423032034211 1.4509422310900384 6.0907321887953021 3.455922030345393 3.8343003886202491 0.49150369956805684 0.29447633168274467 0.43300746580644078 2.4712623154846365 0.40923063088121114 4.9481033801498659 6.8129991037039863 0.99627449698891668 2.7499022020792836 2.1794617616792493 0.46746876520046499 10.268487799804914 8.6074650151990664 0.089692362056666641 68.34785961071475 0.59038445166697784 23.037875111236644 0.096360501680467503 42.533586541148225 3.813515010865558 0.096512790463748721 0.49789633560249047 0.15381110044836521 0.73094433875485165 1.6375685186412736 0.096690701782791044 3.3237786403428804 2.1762674392375692 1.239027748906665 0.48535041680042901 0.62983201277529588 0.14723944154138735 0.41051170918035484 0.97856050895643421 0.74871733955023956 1.1333452745438988 0.046619267188361735 0.12627150193657144 0.36089119183452556 1.7929882338721652 0.2535003527000288 1.2252612727552334 16.093781170906826 1.9567687276758077 1.717268348125798 9.9694956365833498 0.63411229714984507
leaf_count=1066 13 3292 5056 2004 2614 230 139 372 1157 147 2904 2734 505 1439 4002 181 15655 5811 98 41542 295 13836 36 39227 2080 30 253 74 257 748 43 2608 927 721 941 354 221 148 158 188 682 32 25 154 770 56 495 10065 1186 1126 8898 394
internal_value=0 -0.00302967 -0.00425721 -0.00282074 0.00982242 0.0169332 0.0251999 0.03059 -0.00139531 0.0129219 0.00626524 0.00400159 0.00246852 -0.0197968 0.00215023 -0.0211031 -0.0155189 0.0116425 -0.0132238 0.00360929 -0.0391111 -0.00506611 -0.0110318 -0.00249103 -0.0229337 0.0135355 -0.00972289 -0.0164516 0.0158794 -0.0246834 -0.00423374 -0.00493732 0.0183287 -0.033199 -0.0178264 0.013818 -0.0645023 -0.0130562 0.00565586 -0.0251694 -0.0278926 -0.0470787 -0.0433219 -0.038449 0.0446905 0.0309023 -0.0528309 0.0143911 0.00274715 -0.00833435 -0.005078 0.01083
internal_weight=0 134.992 124.581 110.508 16.6569 12.7329 8.77056 7.86138 3.96238 2.88049 110.079 83.964 77.151 3.74618 2.61247 0.909185 14.0736 10.4105 3.92399 73.4048 1.08189 93.8506 28.2791 65.5715 10.2651 26.1154 2.38579 2.28928 23.7296 2.13546 18.014 17.9176 2.27296 3.80515 2.35421 1.11518 0.441716 5.05692 2.24118 1.00912 2.81574 1.68239 0.874989 4.17441 5.24891 1.23206 1.63577 22.9987 6.90487 15.6447 13.9274 3.95789
internal_count=177989 114455 107578 86615 12230 9518 7689 7148 1829 1304 63534 48017 45283 1944 4374 541 20963 6877 2712 43339 525 74385 21322 53063 7290 15517 1105 1075 14412 1001 14032 13996 970 5308 2016 1295 360 1797 440 226 1357 675 213 2234 2774 214 643 14155 4090 13026 11900 3002
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=2 9 0 2 15 2 3 7 3 0 0 14 15 10 15 9 16 6 8 15 16 2 2 14 2 8 6 8 10 0 11 11 15 11 7 3 11 14 15 14 8 8 0 15 10 8 3 6 14 14 10 8
split_gain=0.411686 0.273691 0.343879 0.22253 0.215857 0.412236 0.243257 0.197662 0.218293 0.31188 0.175499 0.174782 0.163611 0.154252 0.204952 0.157469 0.184304 0.155374 0.153635 0.149578 0.243922 0.149221 0.198174 0.13772 0.173947 0.179406 0.136844 0.136057 0.217917 0.276188 0.227118 0.36916 0.229723 0.173646 0.174542 0.168507 0.163414 0.166565 0.181297 0.199993 0.162475 0.221679 0.160716 0.158195 0.157828 0.147035 0.166945 0.139476 0.132033 0.291004 0.173672 0.130158
threshold=0.0012919788132421675 0.0083620820724954695 0.02299504075199366 0.5174071490764619 0.032572070798599466 5.865473895028118e-06 -0.26265036297263572 -0.026960697336563016 0.13591789267957213 0.19742587953805926 5.9903220972046263e-05 0.45527641311205008 0.0096499392454086046 0.07998264186345376 -0.035650136242912495 -0.0094024186119412833 -0.12560743320803194 0.15481606569093076 0.016713821213652665 0.1899020404749468 0.15197538098140836 0.0021021919092163448 0.0044127556029707202 -0.42240745115573036 1.6029007383622232e-05 -0.0035699642360906615 -0.044270472201838794 -0.00052510107928810141 0.00014686329001492571 0.0038418037584051494 -9.9559175327588412e-05 -0.0017500204928933066 -0.053705566450572388 -0.0041896146779675071 -0.00019630535017521958 -0.057456705719232552 -0.018269277946408178 -0.165699558538138 -0.040165458122463651 -0.27617138282073944 -0.00097243804525255502 -0.00069594408303587114 0.0021509742364287381 -0.060428634308622914 -0.015460726161958168 0.0045895186817428201 -0.10781926847994326 0.19965738377564782 -0.080586930859377529 -0.084022846091373699 0.0046213584195770301 -0.03437307767072921
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
left_child=1 23 4 7 5 -3 -7 13 -9 -10 -6 12 -11 15 -15 16 -2 -18 19 -12 -21 -17 -23 24 25 -1 -26 28 29 30 31 32 43 -29 -35 -32 -34 38 47 -40 -30 -42 48 -25 -39 -44 -47 -38 49 -36 -50 -4
right_child=3 2 51 -5 10 6 -8 8 9 11 18 -13 -14 14 -16 21 17 -19 -20 20 -22 22 -24 27 26 -27 -28 33 40 -31 35 -33 36 34 42 -37 37 44 39 -41 41 -43 45 -45 -46 46 -48 -49 50 -51 -52 -53
leaf_value=0.10415580260838411 -0.043642331715352201 0.085054341341029266 -0.032800403298099939 -0.011734994411537601 0.088917778477110576 -0.039275819588339887 0.016380888864904162 0.00032363733518702434 -0.045523341915237943 -0.015437150215518641 0.044428583309995322 -0.079883620122256513 0.010071227411341751 -0.010837868472655381 0.074349557326638671 0.080103332159198681 0.015252706375886977 -0.021804031557476428 -0.08719721163143869 -0.095341218533678551 0.11179738512057376 -0.047009042638212512 0.014021410425198277 -0.00042768812016320476 0.047138048832153168 -0.027164818651116654 -0.0031257947004517846 0.028381835284895397 0.022172313040570654 0.0084712571097599453 -0.052024438988684613 0.074719371338833662 -0.071625519870031185 0.037624771233959554 0.013815824570292935 -0.21658694235748152 0.028072292435245446 0.062508277329810721 -0.035985924457227279 0.035168035329640399 -0.11280999369335959 0.087561914059758841 -0.015915281741059252 0.082538546003976754 -0.039938563251726809 -0.13919149663019972 -0.0039588566232748078 -0.15227135721475818 0.049617931212201039 -0.16163619542214297 -0.077872322088503892 0.090948646333450803
leaf_weight=0.45256839966396001 1.0602384256926596 0.51064987995050559 0.084323958109962405 16.310401621225765 0.58125442596337995 1.4967769636282358 1.616191946153094 152.94658162254473 2.4125022826765408 5.3183400175093958 1.579922292953597 0.29060245825348907 4.7389106731957327 0.43338404025053023 0.77212440947914618 0.30837255805090613 3.1517594547435737 1.7422119969587582 0.095821865224934188 0.18050420741383266 0.063213834355337895 0.53745180806163162 13.203985168762754 1.9380360494851632 0.82768646156546388 0.12550650455523227 1.5023078526000966 4.6318545454305422 5.1113829963346689 8.23950238376983 0.27715238602104364 0.43226745448373449 0.74954873729393234 0.82437889708944601 0.34247300959395943 0.070324555541453004 0.057732631961698755 0.142362971106193 0.57684336415968562 1.1639157903655333 0.17992812224929366 0.061831215105484172 0.7603084400989244 0.24311818341084102 3.2344991419913711 0.24076332960976288 0.14279674500539841 0.10843368014320731 0.73797103230481587 0.11175021511735395 0.10833527352497185 0.96509334985557849
leaf_count=64 781 49 43 30840 100 704 775 101806 2272 7249 592 375 5562 210 348 65 2357 1206 62 88 16 185 7225 513 413 16 430 1921 2258 4998 112 151 201 414 109 24 48 71 216 405 57 34 579 53 1079 88 134 11 177 9 23 471
internal_value=0 0.0104918 0.0281904 -0.000539523 0.0189998 0.00335443 -0.0104503 0.000438411 -0.000725354 -0.0132818 0.0414887 -0.00570045 -0.00342117 0.0095238 0.0440091 0.00740876 -0.00620731 0.00202997 0.0264489 0.0331965 -0.037705 0.0131797 0.0115773 0.00667709 0.0274047 0.0756844 0.014949 0.00468531 0.000730509 -0.00474634 -0.0168477 -0.0135558 -0.0183509 0.0159648 -0.00168783 -0.0941631 -0.0283838 -0.0220322 0.0016025 0.0114653 0.0183203 -0.0591001 -0.0151202 0.00940648 -0.0353179 -0.0421682 -0.0912272 -0.0929246 0.00891486 -0.0337677 0.0320443 0.0806281
internal_weight=0 40.5693 7.17375 203.227 6.12434 3.62362 3.11297 186.916 165.707 12.7604 2.50072 10.3479 10.0573 21.2095 1.20551 20.004 5.95421 4.89397 1.91946 1.82364 0.243718 14.0498 13.7414 33.3956 2.90807 0.578075 2.32999 30.4875 22.5869 17.2337 8.99423 8.64676 8.21449 7.90063 3.26878 0.347477 6.03334 5.28379 1.90693 1.74076 5.35314 0.241759 2.4444 2.18115 3.37686 1.14387 0.38356 0.166166 1.30053 0.454223 0.846306 1.04942
internal_count=177989 17508 2900 160481 2386 1528 1479 129641 117264 15458 858 13186 12811 12377 558 11819 4344 3563 758 696 104 7475 7410 14608 923 80 843 13685 10231 7882 2884 2748 2597 3454 1533 136 2031 1830 680 621 2349 91 1119 566 1150 801 222 59 318 118 200 514
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=3 1 8 0 3 14 11 11 0 2 11 1 4 3 7 3 1 8 14 2 14 2 4 4 14 4 14 3 1 11 4 3 6 2 4 4 6 12 12 1 6 14 6 6 8 7 1 1 15 7 7 12
split_gain=0.458852 0.233778 0.20116 0.170565 0.481504 0.24054 0.236576 0.170247 0.228932 0.367953 0.332894 0.206429 0.165625 0.152617 0.166953 0.144524 0.159864 0.199477 0.152274 0.139162 0.136698 0.160055 0.306111 0.285582 0.263795 0.189512 0.193166 0.165331 0.192988 0.170345 0.165515 0.158257 0.209347 0.166728 0.217228 0.334702 0.219401 0.201154 0.242643 0.19655 0.180999 0.177685 0.15692 0.232526 0.150832 0.149587 0.148511 0.145116 0.142156 0.161928 0.203569 0.15248
threshold=-0.2521467169754032 0.012708989437669517 0.015670252845724549 0.11533617973327638 0.083135510794818415 0.0093469797287057954 0.032096088948516281 -0.01473199484160591 0.00046039736480452126 3.1887308068689897e-05 -0.020245126523334368 0.99065619707107555 -1.2625242022365566 -0.02224558591842651 -0.0050001083205212602 0.0065588075667619714 0.99217706918716442 -0.008830967797461715 -0.12779489861351531 0.29879516363143926 0.10360824000659175 0.0002417522846371867 1.3812505565736257 1.550860610700602 0.017563648674764835 0.86558519004890477 -0.18182010313479821 -0.51392404345551757 0.99807244539260875 -0.0039785265439626861 0.16547257116256278 -0.87832664127927262 0.66295726745022676 0.046291073784232147 -1.2949229549603023 -1.4110252909885304 -0.11719231330405525 -0.50571236226039573 -0.51792495979287234 0.093069635331630721 -0.18204778426981938 -0.35295119674219538 0.014329330860304476 -0.15040139108227032 9.2739290522896519e-05 -0.0026476139167404449 0.028883800841867927 0.13234356790781024 -0.060428634308622914 0.0019617023913767635 -0.0025335345761685539 1.2563555934717308
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
left_child=20 2 -2 4 7 6 15 8 12 10 -10 -12 -3 -14 -15 18 -17 -18 -5 -9 21 24 25 45 27 31 -27 28 30 -30 -1 -23 33 34 35 42 47 38 40 44 -35 -36 43 -33 -39 -24 -22 -37 49 50 -32 -52
right_child=1 3 -4 5 -6 -7 -8 19 9 -11 11 -13 13 14 -16 16 17 -19 -20 -21 46 22 23 -25 -26 26 -28 -29 29 -31 48 32 -34 37 41 36 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.068909718171842146 -0.015486407800620265 0.045169615221403135 0.0053969329172578557 -0.0053342982846237546 -0.064114114782607104 -0.0038167329592426963 0.079462890853006909 0.00016933567732230757 0.077371510722033299 -0.01209347270040384 0.048635968509961797 -0.080788603186491753 -0.075444845502608687 0.088492589193115853 -0.088761021741874932 0.0042246158342578539 -0.016745953997485304 0.099821065229800943 0.041061242590237503 -0.021261957282946511 -0.016849227134494129 0.028607217329480072 -0.10915629934088754 0.0058721864593410614 -0.076303537365870144 0.11899824152535088 0.016916643358787911 0.032324019560644478 -0.08533313031556905 0.047758603039074879 -0.06017729310882184 0.063807393261758147 -0.07852779903089456 0.056937358226713045 0.029246155300278805 0.030825221946076582 -0.14733737240377803 -0.10670732459366028 0.13205192706593738 0.0095260905791020867 0.011498692202258774 -0.0027823418678105225 0.11746591826897564 -0.097439233442748588 -0.0062716693988439974 -0.037413446525215513 0.040281636272431157 -0.11058660016272276 0.015178391482394561 -0.091014311366991341 0.093993690953242642 -0.019285848649091768
leaf_weight=0.48448482768253409 20.861141200377237 0.15281655627768476 5.910787936793894 0.94794391115283394 1.2328233708931282 14.172851309540077 0.51416552574300922 114.5193828071308 0.88987308336800197 14.885846163102995 0.20107296149945131 0.26828997593838722 1.0761231736250918 0.11801703903984162 0.070359215947976561 12.423720701148792 0.22819536588849587 0.37260514958416102 2.7277483296138696 3.0946147302795444 0.55016247942876306 2.5982477054117252 0.3783634147803242 1.4346152831312791 0.2835429408442004 0.27706059656657089 0.51918088561887898 5.2111718198452737 0.35201388229506847 0.11709882962622931 0.32220643659138659 0.16808422555186553 0.29556372681690746 1.1710236895669366 1.964400729417332 0.1723582725826418 0.32122864286067343 0.28407940126635312 0.19864940003026266 1.7286301085005105 3.3905595152727983 13.723228363044644 0.10515201417729259 0.15545295109041035 0.30111188621231122 1.2364557763903568 2.397671571772662 0.10119919257704169 6.2314088083985579 0.25464293859113241 0.23654043159694704 0.21375129326042952
leaf_count=335 33301 31 6945 576 868 15084 266 70450 120 7604 37 43 239 28 29 12585 128 218 1911 5039 374 1373 103 649 106 281 818 1399 191 84 62 84 121 403 875 55 57 110 14 1052 1510 8509 29 48 203 286 1297 17 1081 59 40 34
internal_value=0 -0.00220011 -0.0108752 -0.000815826 -0.00234425 0.00582919 0.0137666 -0.00177306 -0.0109224 -0.00753156 0.0419449 -0.0255897 -0.0492185 -0.0610888 0.0203609 0.0116625 0.00670091 0.05633 0.0291276 -0.000397652 0.00879032 0.00739341 0.00335845 -0.0266095 0.0163633 0.00669944 0.0542418 0.018418 0.00954349 -0.0515856 0.0133556 0.00524572 0.00270602 0.00377277 -0.00167762 -0.0459128 -0.0934109 0.0166205 0.0283438 -0.00752976 0.0233374 0.00125653 0.0210732 -0.014698 -0.0567194 -0.0552187 0.0295824 -0.0250099 0.00948983 -0.0246957 -0.00129467 0.0415174
internal_weight=0 194.668 26.7719 167.896 136.509 31.3872 17.2144 135.276 17.6624 16.2451 1.35924 0.469363 1.41732 1.2645 0.188376 16.7002 13.0245 0.600801 3.67569 117.614 47.1793 44.2315 30.5246 3.04943 13.7069 27.4752 0.796241 13.4233 8.21215 0.469113 7.74303 26.679 24.0807 23.7852 16.7111 1.02348 0.594786 7.07405 4.76023 2.31382 4.56158 15.6876 0.428689 0.323537 0.585191 1.61482 2.94783 0.273557 7.25855 1.02714 0.772498 0.450292
internal_count=177161 155502 40246 115256 84488 30768 15684 83620 8131 7804 200 80 327 296 57 15418 12931 346 2487 75489 21659 19988 16597 1038 3391 15559 1099 3285 1886 275 1611 14460 13087 12966 9674 290 129 3292 1927 1365 1913 9384 161 132 313 389 1671 72 1276 195 136 74
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=3 1 8 10 7 7 8 8 7 2 0 9 10 3 6 9 6 9 15 2 7 7 11 9 7 7 8 3 11 15 8 15 8 6 0 1 3 12 15 1 1 2 11 1 3 11 8 2 12 0 2 15
split_gain=0.421188 0.213441 0.187219 0.133611 0.215143 0.170476 0.183167 0.200819 0.129184 0.119189 0.306545 0.283216 0.187051 0.163793 0.246816 0.182909 0.1792 0.211274 0.15944 0.157252 0.152765 0.138069 0.244705 0.195989 0.16107 0.168119 0.141313 0.178235 0.130893 0.131016 0.129677 0.121253 0.120502 0.117789 0.197828 0.216406 0.142154 0.237587 0.250963 0.258234 0.227539 0.208264 0.189871 0.230666 0.172969 0.170369 0.153816 0.188403 0.146619 0.145899 0.149824 0.13939
threshold=-0.2521467169754032 0.012708989437669517 0.015670252845724549 0.0022426090301301662 0.09585904556980869 -0.0055664607873670497 -0.014003186792853414 -0.0072342806057892521 -0.0005834312249741305 0.0027346570277586584 0.016515231691300872 0.012918239801299794 0.011155514742935342 -0.11138104833662509 -0.24580263177593256 0.012536786671870791 -0.086462175109211475 0.004715420423921572 -0.24279040287639855 1.6029007383622232e-05 0.017388804723072065 0.00075874350879737303 -0.0085617881384320652 -0.0065589606877086122 -0.0034540774673524881 -0.00077930988548410569 0.017250719466575068 -0.11865635775029658 -0.015995592396216694 -0.037933566514306315 -0.0050727467840385437 -0.008654725960914331 0.011373190291526178 0.16757854385727133 0.0026664742035791282 0.98128834366798412 -0.026540633291006085 -0.50571236226039573 -0.00096706155384684498 0.16608794033527377 0.23696386814117434 0.0050776696298271426 -0.013200735273139743 0.53707468509674083 -0.044337050989270203 -0.00020241492051458618 -0.079185120153420815 0.0096604302525520342 -1.0227633843277704 0.032218316569924361 0.0040949822869151839 -0.024797474490015375
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
left_child=3 2 -2 -1 5 6 -5 -8 -7 10 12 13 21 19 -15 16 17 -16 -14 -12 -20 22 23 24 -3 -26 27 -24 -21 -30 -29 -32 -25 34 35 -11 37 48 42 49 44 -38 -39 51 45 -41 47 -43 -35 50 -40 -44
right_child=1 9 -4 4 -6 8 7 -9 -10 33 11 -13 18 14 15 -17 -18 -19 20 28 -22 -23 26 32 25 -27 -28 30 29 -31 31 -33 -34 36 -36 -37 41 38 39 40 -42 46 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0057369054998706974 -0.014777017429612306 -0.020544400640146437 0.0053993498845055369 0.028320633787124874 -0.055079803992595669 0.057459267875781983 -0.083513418633574532 -0.00059968984338752934 0.022687434278235316 0.026668052453412229 -0.10039890318448177 0.065761022115188014 -0.094110613967669246 -0.028852428075935424 0.093510205347443739 -0.14512596900923602 0.022607319028152575 -0.049770838605348415 0.086567918587071149 -0.051418967822830342 -0.016263702704845624 -0.016560632783266339 0.050788936101561537 0.0024058931139237312 -0.14847018250343241 0.0053608884705541315 -0.13726363943756642 -0.019598434496820784 0.05397486962260787 -0.010686232328458469 -0.0092085224159650751 0.054901388807477663 -0.1009892085160314 -0.015340627311751415 -0.00078107692168172889 -0.16733959207046289 0.048657325108844525 -0.059149256069737345 -0.12003769330307022 -0.17400617285908243 -0.047390686053437922 -0.14494261810824771 -0.018153912503601193 0.074288675621185643 0.020451084507254979 -0.027525955366260381 -0.0018228418343714766 -0.013870513090495399 0.0097979964265429639 -0.045023225705149016 0.024892735455022928 0.045999403489138037
leaf_weight=36.030324317084705 20.620336994834251 0.56219164524191001 5.9076948477718352 1.1045762980174916 0.36633332652127215 1.2803228173279411 0.40482786761276657 0.94778272889925463 6.4259049240463337 3.4085459699408598 0.16607826453400676 1.1532622222389353 0.059923928252828773 0.85947453209337066 0.69171249609780527 0.043194446476263582 4.9194171735584886 0.10900658102673333 0.50549259457056983 0.40920849847134366 0.19275480627584329 6.4883279374439553 1.4545276845615269 2.8096501432255541 0.24535569933414081 0.095706442551091064 0.038034633311326504 1.0454491212167347 0.46473406690574826 0.8818031689511372 0.49780537703372885 0.69112007832654732 0.099808924686840217 4.6445397782345035 99.808531155657874 0.041147506565266556 0.7882906865470457 0.57185927107821077 0.060587401218071379 0.37547982507749111 1.5086193287770582 0.14874543006954155 2.115492737988462 0.37619846123925516 0.069433976612345183 0.10881739259639289 21.448794095776748 0.33459578267138568 4.6017697887505173 0.84918938276496192 0.8135703884099712 0.38539787240006251
leaf_count=16390 33301 299 6945 361 113 609 150 348 3688 1769 27 539 23 468 776 16 3452 80 172 231 111 3435 637 1000 88 40 12 532 320 729 264 340 61 1837 79229 12 388 275 20 77 746 24 939 185 45 51 12793 286 1914 448 378 188
internal_value=0 -0.00195408 -0.0102832 0.00863814 0.0185394 0.0212835 -0.00164714 -0.026169 0.0285822 -0.0006296 0.00581309 0.0196124 -0.00325011 0.0132614 0.0207083 0.0281645 0.0299141 0.0733538 0.0445575 -0.0123562 0.0584787 -0.00588655 0.00331631 -0.0144633 -0.0546716 -0.107158 0.0214876 0.0237682 -0.00311464 0.0120388 0.00591898 0.0283156 -0.00172682 -0.00173746 3.45353e-05 0.0235165 -0.00640291 -0.013468 -0.0270184 -0.0447365 -0.0684756 -0.00127155 -0.00744195 0.00313262 -0.122692 -0.143212 -0.00310367 -0.0578814 -0.00283461 -0.0159226 0.0126774 -0.00801531
internal_weight=0 193.472 26.528 46.5601 10.5297 10.1634 2.45719 1.35261 7.70623 166.944 24.484 9.69789 14.7861 8.54463 6.62281 5.76333 5.72014 0.800719 0.758171 1.92182 0.698247 14.028 7.53965 3.81271 0.903254 0.341062 3.72694 3.6889 1.75575 1.34654 2.23437 1.18893 2.90946 142.46 103.258 3.44969 39.2014 16.481 7.23465 3.7857 2.06235 22.7204 3.44895 2.87709 0.553731 0.484297 21.9321 0.483341 9.24631 1.72335 0.874158 2.50089
internal_count=177161 155502 40246 21659 5269 5156 859 498 4297 115256 13652 6638 7014 6099 4792 4324 4308 856 306 1307 283 6708 3273 1488 427 128 1785 1773 1280 1049 1136 604 1061 101604 81010 1781 20594 7103 3352 1765 919 13491 1587 1312 173 128 13103 310 3751 846 398 1127
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=0 13 14 15 15 6 15 14 16 8 5 9 16 15 14 8 12 13 16 5 12 6 15 14 8 5 0 0 15 6 0 4 16 14 15 8 8 14 9 13 14 14 12 8 15 9 14 16 9 15 9 5
split_gain=0.284595 0.206963 0.23661 0.158574 0.190553 0.174135 0.195829 0.171634 0.149428 0.264128 0.172598 0.151461 0.316954 0.306704 0.195011 0.179177 0.151771 0.210175 0.193714 0.147233 0.157251 0.163463 0.214275 0.223407 0.176652 0.187135 0.138821 0.189761 0.133724 0.132108 0.131897 0.131635 0.13103 0.170277 0.167985 0.137634 0.127442 0.127019 0.125107 0.124074 0.182372 0.179867 0.143533 0.122182 0.122096 0.25694 0.251582 0.207128 0.210174 0.159407 0.204895 0.228646
threshold=5.9903220972046263e-05 -0.47504537968167898 0.041617366437607578 -0.22639832430017268 -0.16331702804084405 -0.16352439199375571 0.13457727381519477 -0.165699558538138 0.14020077587216764 -0.021276156472528288 -0.065264977998843274 0.015634904158661662 -0.13468471273679133 -0.17131300264195007 -0.33606714805196264 -0.028904345245042776 -1.2318136829071935 0.1118004249327888 -0.10326750819741892 0.21176450608522226 -0.3287803393044596 0.04064833719155847 0.14627594218766027 -0.084022846091373699 0.0080579933934247557 0.47393048668927346 0.029957578517496589 0.038565775379538543 0.093736396160735966 0.19966439192060001 0.00011548568727448584 -1.2625242022365566 0.14778945030173962 0.28816584418423824 0.30318591477344287 0.0017014717229633422 0.00043449395751484155 -0.043442509039729398 -0.0089291499534537543 0.50100080866123442 -0.10411659279478508 -0.49993522590368666 -0.96850312541269934 0.0028441802340852048 -0.011625490101168725 0.014640694199923287 -0.1951434310769449 0.088060400777908096 0.004479231089373017 -0.0058091394874805651 -0.003521028574321038 0.079641271394207278
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
left_child=3 -2 8 -1 -5 6 36 -8 11 10 -10 39 13 -13 -14 -16 31 -18 -19 30 21 24 -23 -24 26 -26 -21 -28 -27 -20 -11 -17 33 -4 38 -34 -6 -25 -35 44 41 -41 -43 -29 45 46 -3 48 -48 50 51 -46
right_child=1 2 32 4 5 -7 7 -9 9 19 -12 12 14 -15 15 16 17 18 29 20 -22 22 23 37 25 28 27 43 -30 -31 -32 -33 35 34 -36 -37 -38 -39 -40 40 -42 42 -44 -45 49 -47 47 -49 -50 -51 -52 -53
leaf_value=0.10311770860457564 -0.01756104231937711 0.014662701402189331 -0.0035095264029788606 -0.078488828404764288 0.036132087725517993 0.011083975052610544 0.036767217295837006 -0.1058700902461903 -0.0056568676813576598 -0.12255041268781293 0.050721509952168203 -0.037339763673476883 0.039735143401439951 0.052360665530054841 -0.0169961022077347 0.0579296057256104 -0.0029495307865491163 -0.06303635492160907 0.022521641021652869 0.0052643137789810919 -0.033043359527889442 0.061338414708815119 0.037641058712911873 -0.14594536115867079 0.061090301734475216 0.041625366994851386 -0.14632967469060307 -0.054541693454598264 -0.10500819299340219 0.086365611182130653 -0.021707190497145916 0.013220663464188265 -0.0061746055039527542 -0.042390262762861584 0.05017405138731601 0.023013140707479226 0.097398299982091263 0.0043785451708533967 -0.013052143351735282 0.065594714333354356 0.049708834028215437 -0.11121847959137943 -0.0043422046563057056 0.057955135311043487 0.0032982497148992848 -0.072445876123986883 -0.0085954242414569195 0.020619692332305078 0.010108135024810019 0.0039834649437280592 0.0070372168484328472 0.09189859301213657
leaf_weight=0.21408418664941553 6.1007425870491252 9.0211358084438853 54.324930383277319 0.1788697793308528 0.7883003701608684 4.4192045143286114 0.19329499146988383 0.12408022872114077 1.0096587257812646 0.11605744527514428 1.1492953445665524 0.42724647188151754 1.6062289041938154 2.8300640240181592 3.4000178862716046 0.99667595265236775 8.8020699127616684 0.15641547677296319 0.78667425322600937 0.54579078691313065 1.0922075995295015 1.0000971628687692 0.3091130246011744 0.13220066572102951 0.52345993398012058 0.0941916579286044 0.1761172732221894 0.38453758569448837 0.13070489119854756 0.55550428171591193 5.8878040013041755 1.9201054304239793 2.9796654376079905 2.3384913547806718 0.30308798590021968 3.4959667909483869 0.62847756206610939 0.088371014120639191 3.8591769731506238 0.32733451706735639 1.3547084970145977 0.12200279939861491 1.2756875003251482 0.1113038029470772 0.46872574654298682 0.48459967333246723 35.575077628547206 3.2668669932909316 7.2126595340550912 64.909924921372976 2.0485714202518457 0.75764089089352638
leaf_count=31 6990 4647 50587 38 151 974 43 17 420 34 498 200 696 1168 1757 328 4683 56 501 184 368 364 72 17 185 43 27 202 40 214 4054 1120 2390 2532 246 2996 106 33 4261 117 1082 63 883 56 514 319 26488 2177 5773 45661 1494 257
internal_value=0 0.000589548 0.00107577 0.0217016 0.0186709 0.0217109 0.0484086 -0.0216298 0.00315649 -0.00722487 0.0245229 0.0040498 0.0118116 0.0404577 0.00665729 0.00342136 0.00868911 0.0029682 0.0373572 -0.0137259 -0.000229576 0.0101365 0.0344604 -0.0166284 -0.00892725 0.028897 -0.0322523 -0.0620815 -0.0450306 0.0497212 -0.0240089 0.0287536 -0.00390307 -0.00534327 -0.0206165 0.0096025 0.0641709 -0.0898447 -0.0242106 0.00273369 0.0225031 0.000851589 -0.014938 -0.0281683 0.00223855 -0.00124105 -0.000591595 -0.00358405 -0.00543974 0.00507348 0.026541 0.0585606
internal_weight=0 234.459 228.358 6.54631 6.33223 6.15336 1.73415 0.317375 161.057 12.7509 2.15895 148.306 21.481 3.25731 18.2237 16.6175 13.2174 10.3007 1.49859 10.592 4.5881 3.49589 1.52978 0.529685 1.96611 0.748356 1.21775 0.671959 0.224897 1.34218 6.00386 2.91678 67.3013 60.8257 6.50076 6.47563 1.41678 0.220572 6.19767 126.825 3.07973 1.72502 1.39769 0.495841 123.745 55.5603 55.0757 46.0546 42.7877 68.1849 3.27494 1.22637
internal_count=178157 176797 169807 1360 1329 1291 317 60 106795 6597 918 100198 10723 1368 9355 8659 6902 5454 771 5679 1591 1223 486 122 737 268 469 285 83 715 4088 1448 63012 57626 7039 5386 257 50 6793 89475 2145 1063 946 258 87330 39404 39085 34438 32261 47926 2265 771
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=1 5 13 5 13 13 1 7 6 3 5 1 9 14 13 5 2 7 9 0 6 2 13 8 7 1 7 9 2 3 0 2 14 8 6 2 5 8 5 13 15 9 2 1 7 7 8 6 7 13 9 0
split_gain=0.361262 0.196401 0.212545 0.165738 0.286814 0.215458 0.230529 0.208093 0.215086 0.32318 0.20266 0.368103 0.253518 0.203647 0.307939 0.19377 0.19305 0.172753 0.177041 0.228628 0.161828 0.359141 0.177767 0.29657 0.172154 0.168671 0.164623 0.161414 0.160606 0.156617 0.156132 0.192189 0.249088 0.152813 0.149635 0.193016 0.146318 0.146215 0.187432 0.143599 0.143215 0.23158 0.142443 0.138382 0.133958 0.133682 0.203499 0.205583 0.24972 0.163981 0.155565 0.139612
threshold=0.26528654992580419 0.40540750305614309 -0.02498952076475312 -0.48251533165768196 0.23433839437600582 -0.028869725784739165 0.0018873548833653333 -0.094910827373470674 -0.18512293852344711 -0.45010533438107808 -0.20911680602357505 3.1266712539945736e-05 -0.00079049445167078127 -0.30854971022969441 -0.041281870015530513 0.26697168147603462 0.018389376811683181 0.09585904556980869 0.093096054658923191 0.0032330066896975045 0.26066212251169685 0.10518760606646539 -0.0191932373284673 0.0038018778272110522 0.00047147773768502048 0.06007060036063195 -0.053233136968897511 0.04868689461530519 0.0002417522846371867 0.57139897759770986 0.0021509742364287381 0.071683187037706389 0.021167116274289698 -0.019768127322004198 0.36648055071873936 0.0065798843279480943 -0.1590495424950121 0.038853714891546716 0.63296817379078674 -0.35424096491732299 0.16358687206688713 0.015634904158661662 0.0047456973697990188 0.024829414673149589 -0.012488581713967236 0.0044704217116043115 -0.036732637438558181 -0.16088142358815596 -0.024862446228582507 0.28586457656142172 -0.074045265395781226 0.029364258982241157
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
left_child=1 3 37 4 -1 7 -7 -5 9 -9 11 12 -10 14 -12 16 -11 18 29 -20 22 24 23 -4 -22 -26 -24 -19 -13 36 -28 -32 -33 -18 39 -36 42 -3 -39 -15 -35 -42 -8 -23 -21 46 47 48 -38 -49 -47 -52
right_child=-2 2 20 5 -6 6 17 8 10 15 13 28 -14 34 -16 -17 33 27 19 44 21 43 26 -25 25 -27 30 -29 -30 -31 31 32 -34 40 35 -37 45 38 -40 -41 41 -43 -44 -45 -46 50 -48 49 -50 -51 51 -53
leaf_value=0.016201820514034296 0.0070018525641533744 0.018318837227974331 -0.11543379827046402 0.023107798902676058 -0.03135579699193957 -0.029637967848977511 0.023881806933288875 0.060947108766805994 0.38860371235143376 -0.033664948873819822 -0.038404593436550893 -0.1207873265234575 0.066791080972541148 -0.032710815604709592 -0.19730842272513865 -0.027317265911867242 0.063169202139319258 -0.047913259337595354 0.057586615189229862 -0.15061024375088486 -0.010828890111346939 -0.008356729783199339 -0.053665439207208558 0.0614652066273918 -0.033167705171253059 -0.13082506899321508 0.053103341553134079 0.026598119821070923 -0.0012539107060820704 -0.043906299609224743 -0.0049654483957581258 0.064034124927597372 0.0073360180568785354 8.372851235370789e-05 -0.1699239710472944 -0.033882442287318661 0.030493818456165552 0.022287638388359572 -0.091748443822371614 -0.011777639620271044 0.012672488260375587 0.11616109135395736 -0.0099199976944240528 0.075488211588278314 -0.020623096259710358 0.09587993464284196 -0.0026231134727718089 0.028802983699880682 -0.13563065947363143 0.11093042305477506 0.0003805090522356377 0.014721084031563881
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leaf_count=4060 42012 5280 64 960 744 5094 1290 258 28 654 835 46 95 6297 17 1579 291 613 36 43 169 238 131 47 132 112 168 165 10508 1470 2635 432 1363 7726 23 1016 61 191 103 31094 797 93 12572 163 56 92 18893 433 15 111 6426 10426
internal_value=0 -0.00151546 0.00607853 -0.00304202 0.00926841 -0.00399616 -0.000459163 -0.00864936 -0.00980616 0.00136164 -0.0133355 -0.000283348 0.160827 -0.0170807 -0.0553267 -0.00276912 0.00365056 0.000602636 0.001356 -0.0605184 -0.00151063 -0.0280699 0.00228301 -0.0612416 -0.063533 -0.0914963 0.00426812 -0.0313196 -0.002745 0.00176337 0.00634218 0.00380591 0.0212691 0.0089402 -0.0154157 -0.0626231 0.00225469 0.0159527 -0.0338112 -0.0143789 0.00563338 0.037557 -0.00670166 0.0220348 -0.100772 0.00462158 -0.000486117 0.0354928 -0.0283891 0.0568798 0.00941618 0.0087711
internal_weight=0 169.371 28.34 141.031 10.1335 130.898 74.3797 56.5182 54.5435 13.1006 41.4429 9.24434 0.122086 32.1985 1.31957 12.267 9.73592 71.7847 70.1461 0.441829 16.0325 1.98975 14.0428 0.409617 1.16234 0.750957 13.6332 1.6386 9.12226 69.7043 13.1771 12.5172 4.17666 8.53887 30.879 0.641137 68.9789 12.3075 0.548011 30.2378 8.06641 1.17958 14.4119 0.827401 0.331445 54.5671 26.4285 1.46634 0.36634 1.1 28.1385 27.9494
internal_count=178157 136145 11228 124917 4804 120113 57796 62317 61357 11398 49959 10677 123 39282 852 11140 9561 52702 51924 135 5654 814 4840 111 413 244 4729 778 10554 51789 4598 4430 1795 8907 38430 1039 50319 5574 294 37391 8616 890 13862 401 99 36457 19513 620 76 544 16944 16852
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=2 3 6 10 16 3 8 3 0 13 1 7 1 10 1 0 1 3 13 16 10 3 1 11 11 8 8 16 10 2 2 16 1 7 2 3 13 11 16 1 11 0 3 7 8 15 10 6 3 16 7 15
split_gain=0.245163 0.201358 0.16046 0.152819 0.132896 0.256832 0.227713 0.23362 0.190114 0.186818 0.25676 0.177644 0.158315 0.241734 0.157749 0.336955 0.193884 0.185184 0.173812 0.189871 0.263075 0.170237 0.158363 0.237874 0.155386 0.193045 0.26798 0.149167 0.145911 0.197258 0.141274 0.129448 0.140388 0.139429 0.129358 0.157693 0.124807 0.124625 0.198758 0.280443 0.283967 0.141199 0.23687 0.195929 0.163243 0.235229 0.197753 0.191108 0.182336 0.282632 0.208196 0.179707
threshold=0.091363936662673964 0.26266841590404516 0.20629040366017667 0.07998264186345376 -0.11000383991340627 -0.052294600754976266 -0.001239702832499966 -0.43076751101762051 0.0026664742035791282 -0.30287903927208221 0.039748610928654678 -0.0022102851399400541 0.99654099345207225 -0.012154371384215495 0.99807244539260875 0.014608154073357584 0.49210682511329656 -0.87832664127927262 -0.011555627833290229 0.078477753076603859 -0.00015162504496516702 0.027592193684540692 0.47200432419776922 -0.0037661892011035098 0.005405462251484877 0.0023521890603015135 0.0043488161491803219 -0.23085927564167805 -0.0051772527358053258 5.865473895028118e-06 0.069631312042474761 0.084650642217470831 0.61056938767433178 -0.00019630535017521958 0.033678581938147552 -0.11492138751782476 0.12978106159973155 -0.024050500699076157 0.31907096922432299 0.11850467324256898 0.0014926961753543872 0.04152165167033673 0.022175203543156389 0.017388804723072065 0.0009676277414483993 -0.041282687264842736 -0.06463796014449065 -0.15322858936661057 -0.016358543187379834 0.00078906232442245395 0.09585904556980869 -0.04733802882413838
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
left_child=1 4 -3 -2 5 6 11 8 -8 10 -9 -1 -7 -14 16 18 17 30 -16 -20 -21 -17 37 -24 25 34 -27 -11 29 -28 -6 32 36 -34 -18 -36 -26 -19 41 -40 -41 42 44 -44 45 46 -39 -46 49 50 -49 -48
right_child=3 2 -4 -5 14 12 7 9 -10 27 -12 -13 13 -15 15 21 24 22 19 20 -22 -23 23 -25 31 26 28 -29 -30 -31 -32 -33 33 -35 35 -37 -38 38 39 40 -42 -43 43 -45 47 -47 51 48 -50 -51 -52 -53
leaf_value=0.0077196003513304344 -0.0060685911800805372 -0.034598168767531932 0.019867385095585402 0.03200077890039036 0.045666422261405396 -0.01753748196538615 0.023779081254877769 -0.12690441333521343 -0.041540669439933009 0.084119680462048138 0.018409546432649814 -0.020130854346240481 -0.082413990604742041 0.13375904221985135 0.095765887649247067 0.066562799191793393 0.0064964951739773652 0.015641523369983347 -0.066782644472641151 -0.082293478762143407 0.11083910869621541 -0.053092011605387679 -0.11333175315753996 0.010975553646167044 -0.15646696264333973 0.056564676708903007 -0.11936158891687217 0.032371147352468259 0.030973174991516441 0.0024967474471501113 -0.092038303686697867 0.04612785968835046 0.042682181370001376 -0.049723676250346099 -0.0036683821523446816 0.05919973699258535 0.0088629373607949664 -0.050061069041275941 0.0045657590607849985 0.026880794923344151 -0.13457893321022577 0.0056715504382998105 -0.020695851160664532 -0.12182830974994736 0.009541066942440956 -0.00393483048201321 0.012692712303050375 -0.0031180179998891531 0.0046535336659768245 -0.029562302180828261 0.096416568870614852 0.068205277045552612
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leaf_count=1859 70597 3285 439 743 415 7164 280 48 531 347 219 2119 35 127 63 448 17300 2522 547 25 22 110 155 272 69 1169 9 1144 1371 1344 33 161 145 299 535 766 49 179 302 92 77 29464 601 68 2583 11136 6867 2091 2861 4058 40 351
internal_value=0 0.0021622 -0.0228254 -0.00535426 0.00260875 -0.00407446 0.00451853 0.0205466 -0.00958813 0.0345236 -0.0107591 -0.00512692 -0.0157988 0.0675488 0.00373065 -0.022056 0.00413337 0.00198176 -0.0453317 -0.0522025 0.0261795 0.0393322 0.00151824 -0.0492633 0.0101648 0.0112369 0.0269454 0.0453776 0.012951 -0.00527002 0.0382682 -0.0266035 -0.0420991 -0.0196467 0.00801226 0.0350117 -0.111093 0.00180461 0.00097199 -0.0393662 -0.0921115 0.00145446 -0.00186399 -0.0525125 -0.00103549 0.00336392 0.0129776 -0.00770966 -0.0127199 -0.0188438 0.00197033 0.0151315
internal_weight=0 180.344 3.15086 57.1244 177.193 25.4628 14.6998 5.51518 1.74926 3.76592 0.728168 9.1846 10.763 0.206331 151.73 2.31867 149.412 110.143 1.68456 1.61691 0.2514 0.634109 108.772 0.593083 39.2682 38.1676 6.4786 3.03775 4.41698 2.20256 1.37113 1.10067 0.913465 0.706241 31.689 1.6638 0.207224 108.179 102.057 1.18948 0.531752 100.867 56.4536 0.890929 55.5626 33.4935 14.4486 22.0692 17.1057 12.6465 4.30362 13.9842
internal_count=177536 106196 3724 71340 102472 13873 6547 2569 811 1758 267 3978 7326 162 88599 1215 87384 64167 657 594 47 558 63719 427 23217 22494 3893 1491 2724 1353 448 723 562 444 18601 1301 118 63292 60770 471 169 60299 30835 669 30166 18533 7397 11633 9050 6189 2131 7218
shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=1 6 6 1 0 3 6 3 8 4 2 2 6 6 8 1 1 16 16 12 0 3 0 1 12 16 0 14 1 16 4 1 6 4 12 16 4 16 12 13 8 1 14 3 16 2 4 2 12 5 2 6
split_gain=0.233569 0.193854 0.787613 0.751534 0.228268 0.161976 0.147902 0.377115 0.202619 0.210953 0.292877 0.242373 0.244108 0.182031 0.170591 0.202695 0.227357 0.180385 0.188236 0.196793 0.168622 0.226378 0.21405 0.159855 0.158503 0.170172 0.22506 0.167539 0.209578 0.280519 0.232054 0.158617 0.189453 0.305385 0.177951 0.152318 0.151243 0.149458 0.147574 0.147514 0.15601 0.177638 0.146947 0.146859 0.146383 0.145312 0.143838 0.143113 0.231448 0.142637 0.226276 0.159976
threshold=0.0050320406444370755 0.016543453483912344 0.01853025412631654 3.1266712539945736e-05 0.19742587953805926 0.84290577140200196 0.016543453483912344 0.013467042706906797 -0.10565169271045104 -1.2902738006549883 0.044029116630554206 0.0044127556029707202 -0.11445592392984347 -0.072067505006870744 0.045978756562759009 0.06007060036063195 0.059200868010520942 -0.097338984934314962 -0.17181352166269895 -1.248355105613167 0.0669602006673813 0.060919333249330528 0.090410608798265471 0.035335393622517593 -0.20394105605412591 0.091634009489058629 0.00035606228630058473 -0.16967460550645816 0.98882344365119945 -0.057346437787191347 0.20118982831587057 0.82130262255668651 -0.13338271830844248 0.20817963014444094 -1.320427042724029 -0.14121013984550979 -0.96854581834022069 0.05731570983931783 -1.7796582683167512 -0.0038848979963024407 0.0034707550514390217 0.048674501478672035 0.080959984505254337 -0.12300219666212796 0.067209956391097725 0.037385737523436553 0.38725053955037186 0.043262135237455375 -0.60142993061197303 -0.57426039887207636 0.33543515205383306 0.24003243245723899
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
left_child=1 -1 3 -3 -4 6 7 8 -2 10 47 12 24 20 15 16 17 18 -12 -20 23 -22 -23 -9 31 27 -27 -26 30 -30 -29 34 33 -33 -11 42 45 -14 -17 -19 -41 -42 -13 -44 -39 -25 -24 -10 -49 50 51 -8
right_child=5 2 4 -5 -6 -7 49 13 9 11 14 35 37 -15 -16 38 -18 39 19 -21 21 22 46 36 25 26 -28 28 29 -31 -32 32 -34 -35 -36 -37 -38 44 -40 40 41 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.023698019936684273 -0.057574312036547774 0.79711188143485656 -0.015708444329098382 0.008956312048403926 0.013535028522211893 -0.046038651290203958 -0.12036500270200617 -0.0050260538221007086 0.0053651856563404141 -0.059711192783693551 0.058729007747866914 0.0092389645735849579 0.043257301734235164 0.0077398650287121076 0.083188684088851189 0.14762138213828263 0.15276516250771668 0.081192555520310516 0.060971805329319888 -0.090148221465187403 0.011675306727271796 -0.07053380542372438 -0.015972257790350022 -0.12828648784004429 0.031800331418971275 -0.099901624348665174 0.012732156460923738 0.042582377976167693 -0.040973582699398242 0.059650431778765847 -0.029073820517156231 0.086482003836449162 -0.15170072614748101 -0.040870512238857459 0.032267605689656691 0.00053689211834314721 -0.022612614827127078 -0.086920838565172451 0.010950941126076141 0.054970651042657297 -0.082392932612198794 0.053676019103528427 0.09766900888091691 0.017625406171845191 0.016236179863405167 -0.047487896890811204 0.024011975061397711 0.014470019568406567 -0.19344889379595701 -0.00026674835990309271 0.087852920512419774 -0.026760456852405246
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leaf_count=15449 130 5 7890 99 5327 1053 51 1717 1571 189 90 1663 5325 8977 150 11 23 324 44 92 3994 552 9633 70 1776 66 265 592 170 442 1026 311 107 526 745 31159 1185 130 1273 222 71 41 238 383 990 335 1709 39 9 68390 117 790
internal_value=0 -0.0103487 -0.00221961 0.39695 -0.00398654 0.00154137 0.00169698 0.00452405 0.00801023 0.00841679 0.0200128 0.00599585 0.016084 -0.00628343 0.0325922 0.0280674 0.0482099 0.0404162 -0.00553003 -0.0483389 -0.0115952 -0.00632183 -0.0154647 -0.0296802 0.00837572 0.0147379 -0.0314617 0.0186801 0.00375713 0.0342605 -0.0132334 -0.012059 -0.0329086 -0.0227295 0.0140529 0.00213555 -0.0459526 0.0345063 0.0136731 0.0546787 0.0274298 -0.0251641 0.0232908 0.0565455 0.000844671 -0.0734255 -0.0111741 0.00207382 -0.078469 -0.00070393 -0.0283929 -0.0387395
internal_weight=0 17.8547 11.1099 0.0316188 11.0783 218.572 217.876 100.051 75.6522 75.2014 12.9663 62.2351 17.2084 24.3987 7.61327 7.01343 2.90584 2.72696 0.648527 0.391843 17.698 13.7209 9.10031 3.97711 12.1501 9.26917 0.719098 8.55007 4.01081 1.42843 2.58238 2.88096 1.59935 1.49242 1.28162 45.0267 2.38665 5.0583 4.10759 2.07844 1.04266 0.358866 3.14674 0.918895 1.04766 1.07892 8.46216 5.35301 0.194383 117.825 1.81394 1.67646
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shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=1 3 4 4 0 13 4 6 9 0 0 3 9 6 4 1 3 9 4 16 13 7 6 12 12 14 6 9 3 9 4 1 16 6 14 16 6 12 13 9 1 14 7 12 4 13 6 10 10 12 14 10
split_gain=0.252568 0.189823 0.269352 0.223517 0.206494 0.174584 0.171645 0.131496 0.138558 0.155321 0.153603 0.131902 0.121455 0.171594 0.143484 0.315251 0.237259 0.207134 0.151036 0.1311 0.159303 0.19147 0.228245 0.170318 0.215807 0.174841 0.168492 0.222252 0.153153 0.184477 0.248459 0.181661 0.180182 0.202068 0.178689 0.161957 0.161057 0.133814 0.262761 0.16325 0.160559 0.254898 0.170381 0.133854 0.130876 0.128457 0.123257 0.270537 0.187267 0.134136 0.123048 0.120352
threshold=0.091552522033453002 -0.49100050330162043 -0.89036703413024731 -0.8114979616979171 5.9903220972046263e-05 -0.93492599958293854 -0.75156443395082406 0.66295726745022676 0.12716949501990679 0.039144990965723998 0.00025992958399001514 -0.87832664127927262 -0.02476322742473518 0.56392563199140111 -1.0187082173190147 0.016645275056362156 -0.0028423895346350032 0.020470425205568927 -0.85679953282961563 0.22960419867259249 0.48016851980412995 -0.0239666505461479 0.19564606843077351 -1.0077409051154482 -0.73144106335990577 0.016349625820474462 -0.43267688001247057 -0.0032316852177893059 -0.069170448929071413 -7.489496356112781e-05 -1.028802768582489 0.087110880762338652 -0.0047038468075845247 -0.077469761027160036 -0.084022846091373699 -0.02713836709404473 0.16427389004697432 -1.320427042724029 -0.070062400472328007 -0.015509669320329668 0.075228180736303343 0.072583903966799937 -0.01865886694867357 -0.88054711740074876 -1.2797484191524942 -0.0038848979963024407 0.057181591287217011 0.031717468778975799 0.018081784248462889 -0.45480207617072932 0.2121167971841538 -0.018531313714528281
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
left_child=1 2 -1 -4 -3 -6 -5 8 -2 10 -10 -9 13 50 15 16 -14 51 -19 20 21 22 23 -17 25 -25 27 -23 37 31 36 32 35 34 -34 -30 46 38 -28 -40 42 43 -39 -42 -33 -36 47 -31 -48 -49 -7 -16
right_child=7 4 3 6 5 12 -8 11 9 -11 -12 -13 14 -15 17 19 -18 18 -20 -21 -22 26 -24 24 -26 -27 28 -29 29 30 -32 44 33 -35 45 -37 -38 40 39 -41 41 -43 -44 -45 -46 -47 48 49 -50 -51 -52 -53
leaf_value=0.048589797109939679 0.0039528736046921028 0.070875203584567878 -0.10912492281288055 0.11624159195730283 -0.071978293059061005 -0.01087523727793089 -0.0056221381947230767 0.05955408554131042 -0.062974286843129321 -0.10801706846909953 0.015837858028446516 -0.055309018568867788 0.08865199384999238 0.074687051413881739 -0.025724661108009934 0.047762570254633596 0.018327102633057434 -0.057547051000987517 -0.015436718585738949 0.034268412262591315 0.045227436367822088 0.12299887885564749 -0.019216003196371342 -0.067723783466502319 0.043408127450899676 0.02790811699649632 -0.019483356021566631 -0.0066924211129763701 -0.01512777244949709 -0.00057550774189277557 0.072716127366380251 -0.016505321790089549 -0.12281176075209632 -0.0094000873042769332 0.01826260107377024 0.047095723418844396 0.027912685774292435 -0.084984856332301351 -0.066242275350494775 0.086270402759039799 0.048913008687145113 -0.10114362245396678 0.013402207524028731 -0.043353585496290245 -0.14525013416243091 -0.05567522218021851 -0.066151812285585629 -0.089726190090577432 0.031862529801588352 0.049173319530665921 -0.039583034781139198 -0.0031346735347325921
leaf_weight=1.6560795334207798 116.63656791319909 0.35066926835770473 0.17733377163676767 0.10897047555772577 0.36047773168365793 6.7689859357799342 1.3178374978078853 0.10313267970923334 0.37466007275361224 0.19284024135413336 0.65524827483932313 0.63505240465747093 0.63860536223728592 0.19075679879915775 2.4264512890056258 1.9769499715130221 1.8350697990285905 1.111358626578294 3.5612331751594857 1.043753744330387 0.68983907332949357 0.21088268682797207 1.3779998899080963 0.49613657692680135 0.683743346709899 0.29195753199383034 0.53156397042039316 0.30933246410860604 1.9028498033148935 5.2790344691575353 0.38307389600317066 0.13232845305174123 0.33721288514425407 1.5230136173741051 0.27331836074517935 0.51721080564584565 1.0658412738121112 0.16922605468425889 0.065202581172343343 0.67706933229055699 0.29683712232508697 0.37222086799738463 3.0580780918062529 0.29697015716374142 0.19842347627854895 1.3865768318719345 0.84343104717117945 0.50265778032189701 0.24031480577832554 0.068838707724353188 1.9070090312243335 67.728897184967309
leaf_count=536 70142 105 62 36 652 4926 785 31 89 72 232 334 185 293 2605 815 1212 501 4063 340 246 76 581 171 292 116 169 146 1157 2491 187 52 123 566 154 258 439 35 12 215 99 73 916 106 40 508 305 154 96 20 2253 77517
internal_value=0 -0.00320947 0.0205186 -0.00867428 -0.00389063 -0.00413209 0.00498766 0.00333377 0.00359988 -0.02965 -0.0134086 -0.0382485 -0.00390523 -0.0151307 -0.0029504 0.00293232 0.0369801 -0.00528353 -0.0256308 -0.000185812 -0.0015827 -0.00288096 0.0150149 0.0287203 0.00288094 -0.0324602 -0.00707493 0.0481853 -0.00854448 -0.0138688 -0.00414751 -0.0268167 -0.0226236 -0.0370073 -0.0577948 -0.00158553 -0.00797952 0.0057256 0.0338731 0.0716497 -0.00293077 -0.0383125 0.00781036 0.00284967 -0.0971768 -0.0434368 -0.0135531 -0.00775006 -0.0442558 -0.0720263 -0.0172526 -0.00392224
internal_weight=0 117.342 3.26022 1.60414 114.081 113.731 1.42681 118.598 117.859 1.22275 1.02991 0.738185 113.37 8.86675 104.504 29.6756 2.47368 74.8279 4.67259 27.2019 26.1581 25.4683 4.82679 3.44879 1.47184 0.788094 20.6415 0.520215 20.1213 14.6541 8.38319 6.27093 5.94018 3.52012 1.99711 2.42006 8.00012 5.46717 1.27384 0.742272 4.19333 0.966028 3.2273 0.593807 0.330752 1.6599 6.93428 5.85053 1.08375 0.571496 8.67599 70.1553
internal_count=177589 106689 1419 883 105270 105165 821 70900 70535 393 321 365 104513 7472 97041 12355 1397 84686 4564 10958 10618 10372 1975 1394 579 287 8397 222 8175 6550 3692 2858 2766 1351 785 1415 3505 1625 396 227 1229 278 951 205 92 662 3066 2665 401 174 7179 80122
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=1 2 11 0 4 0 13 2 2 4 9 10 4 6 12 7 4 9 6 7 2 13 2 12 1 16 10 2 10 10 11 1 2 10 11 7 2 1 16 2 4 16 13 0 13 7 1 6 12 7 1 12
split_gain=0.199941 0.245574 0.160364 0.234955 0.158616 0.272831 0.309138 0.296916 0.246088 0.223043 0.191148 0.181524 0.231676 0.165949 0.165432 0.156884 0.151011 0.157733 0.147223 0.167755 0.217073 0.190756 0.165682 0.151406 0.145231 0.164429 0.148803 0.138746 0.132246 0.163557 0.130137 0.129616 0.166064 0.125917 0.124084 0.121452 0.120066 0.121911 0.12001 0.116027 0.114901 0.231405 0.321791 0.274762 0.18067 0.216999 0.173492 0.168996 0.236029 0.352464 0.220332 0.190383
threshold=0.091552522033453002 1.6029007383622232e-05 0.076592487447962307 0.00018030158389592546 -1.0187082173190147 0.02299504075199366 0.19922863322968545 0.046291073784232147 0.054938780143857009 -1.4633278011289164 -0.023487063001153236 -0.02281918970518659 -0.67747665692863579 0.54030541566550983 0.27108470547967728 0.15236158370034353 -0.89036703413024731 -0.012085479896053091 -0.385108178643988 0.0461529619051671 0.014890344347804787 0.088819610458161682 0.015497411601245405 -1.4186769799144849 0.0087361992336809653 0.049411246197389479 -0.010363761011987589 0.088308777660131468 -0.0029091654337095882 -0.0024545010338720328 -0.010797135355331394 0.017263454385101799 0.026094062253832821 0.016230118945927127 -0.00046505730116713648 -0.045669336531465814 0.03085293993353844 0.045672923326492317 0.38260444912791325 0.012162007857114078 0.68617983651518044 -0.034321935441744354 -0.078746507096666238 0.00025992958399001514 -0.32685059291551372 -0.013174442022901698 0.99807244539260875 0.009838259431883772 0.1323786585898532 0.006797709294226629 0.97386652231216442 0.15255556214460922
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
left_child=1 -1 27 -4 5 7 15 14 9 -8 -10 12 16 30 24 18 -6 -18 23 20 -20 22 -21 -7 -3 26 36 38 34 -30 -13 32 -22 -11 39 -15 37 -26 40 -28 -2 44 43 -43 45 -42 -45 50 49 -49 -44 -50
right_child=2 4 3 -5 11 6 8 -9 10 33 -12 13 -14 35 -16 -17 17 -19 19 21 31 -23 -24 -25 25 -27 28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 42 47 46 -46 -47 -48 48 51 -51 -52 -53
leaf_value=0.11131405148256796 0.0077823477267562682 0.10354283184862122 -0.13817417348106095 -0.014809859471486504 -0.015994118544555708 0.10167346133643658 0.014620760774049385 0.038450294953982944 -0.038730172113966066 -0.085986896467477605 0.022097289590091426 -0.021528358628628719 -0.007180944448718799 0.088039622757888958 0.099422692070500709 -0.084790230787780696 -0.021456264744472035 -0.11789580030061371 -0.066129104698816818 0.14974963087930723 0.12781149804059647 -0.031857621853516649 0.033312773751715465 0.015305374485013151 -0.056975379322651801 0.017252706062942189 -0.1188585787411526 -0.0046905933659917689 -0.15006406886081003 -0.0048948879635814097 -0.0038982300767021064 -0.0036775682143408549 0.015060204936152045 -0.024628924347380097 0.08350203979126164 0.0073040337499833685 -0.080555173018241416 0.012229464326716932 -0.043616803414053523 0.033328712600060782 0.14497096958371508 0.085691147878975457 -0.026447147977207031 0.00031643561330114354 0.0070492239496316904 0.009396588709349056 0.13772035917961187 -0.019964305647839284 -0.14916556699648834 0.051068238632020792 0.016350144387464391 -0.027204788434065669
leaf_weight=0.17075507303707027 62.19001987914703 0.11863712699232376 0.15840096992906083 1.3093539776637042 0.472500516780201 0.26666880041739205 0.39447451104570097 3.7534457298734196 0.88022975449894181 1.173442972450174 1.1995238726412933 4.4303828428783154 2.0123404950800241 0.30899365167488213 0.15861545339066641 0.19003533657087146 0.25740246926579857 0.53725990527391354 0.50119140298194054 0.11831484186404795 0.12290349467730566 0.41082563051895693 1.4839682490346602 0.73863264512329496 0.44557455355243314 2.9058607228434994 0.055633607204072177 17.688660526408967 0.063388695751200763 1.9035669002150819 71.705873547956116 15.482473884313093 1.9944465354308247 0.49031234804715484 0.30926999195071436 0.4420655782769235 0.45923919719643891 0.55404938073843368 0.48943124820107087 0.1427070044883294 0.19408487829423393 0.57808974935869928 1.7886265994816302 1.7633917248590476 17.732008528096685 0.27290939320301077 0.079354634583069017 2.1212385696699116 0.11373568339786277 1.0198468775015497 3.584368389795145 7.3002963152384837
leaf_count=37 41076 52 36 540 278 99 146 1222 622 367 571 3560 2484 296 60 121 213 249 152 13 63 164 592 415 131 873 12 14102 12 606 82939 7540 1410 163 109 730 142 191 229 55 22 72 1859 849 7274 103 15 838 15 322 1578 1970
internal_value=0 -0.00278223 0.00305075 -0.0296025 -0.00296627 0.00251539 -0.00315058 0.0157635 -0.028101 -0.0524602 -0.00375611 -0.0054496 -0.0284283 -0.0044632 0.00373261 0.00171361 -0.0616102 -0.0877991 0.00256192 0.00067927 -0.00237603 0.0279338 0.0434438 0.0395704 0.00130594 -0.000728643 -0.0140302 0.00346507 0.000953421 -0.0108622 -0.00492887 -0.000496297 0.0226044 -0.0683515 0.0455683 0.0417745 -0.0391544 -0.01907 0.00491951 -0.0155657 0.00516782 0.000717344 -0.00720375 0.0266403 0.00870295 0.0689598 0.00748009 -0.0123713 -0.0197103 0.00325452 0.00206345 -0.0294245
internal_weight=0 116.655 118.384 1.46775 116.484 36.3174 25.4474 10.87 4.13798 2.05823 2.07975 80.1668 3.2795 76.8873 7.11654 21.3095 1.26716 0.794662 21.1194 20.1141 18.101 2.01311 1.60228 1.0053 6.95793 6.83929 3.93343 116.916 2.47457 1.96696 76.1363 17.5998 2.11735 1.66376 0.507611 0.751059 1.45886 0.999624 99.2274 0.198341 98.738 36.548 18.3489 2.42084 18.199 0.466994 1.84275 15.9281 10.5551 3.14109 5.37299 7.41403
internal_count=177589 106689 70900 576 106652 15903 12438 3465 1869 676 1193 90749 3224 87525 2243 10569 740 462 10448 9934 9165 769 605 514 2183 2131 1258 70324 794 618 86499 9013 1473 530 176 1026 464 322 56222 67 55993 14917 7518 936 7399 125 864 6582 3145 1160 3437 1985
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=3 5 9 0 11 2 3 11 11 13 3 5 11 14 9 8 13 8 11 8 8 1 9 5 5 1 4 13 5 4 2 3 0 0 14 5 5 1 13 13 4 0 8 3 6 13 6 13 2 0 11 6
split_gain=0.311322 0.25744 0.249059 0.212812 0.209999 0.208939 0.175669 0.128593 0.241859 0.314794 0.229929 0.204266 0.273163 0.218662 0.161386 0.181486 0.163718 0.171996 0.149109 0.206429 0.126742 0.12798 0.225775 0.240356 0.466558 0.277875 0.271021 0.133538 0.304833 0.18597 0.160613 0.155535 0.161454 0.126661 0.121745 0.138131 0.123229 0.120695 0.125553 0.188792 0.237076 0.125686 0.135074 0.119794 0.139945 0.132384 0.119517 0.131 0.119364 0.117798 0.116162 0.251383
threshold=-0.51392404345551757 0.75288998274396735 0.12716949501990679 0.0669602006673813 0.10659388841202663 0.032286684960126884 -0.088821163666580091 -0.01536736974806297 -0.0079130780577872633 0.4447663606789517 -0.53848959214519698 -0.043639098705303379 -0.0095751584166884115 -0.057685192894026432 0.0053156674877575484 0.0028441802340852048 0.16052298002267026 -0.011962310565052417 -0.016693258130433753 0.0028441802340852048 -0.036732637438558181 0.00031795966788195079 -0.0044763041044641894 -0.23767645013445141 -0.25137025704487986 9.3702525191474719e-05 1.1756878979404009 -0.52039112019325018 -0.3258003728727869 0.28473700419052084 0.016055611893534664 -0.2333413381129503 0.024534362368285659 0.036223595961928375 0.13497652904438226 0.40540750305614309 0.32561788381601731 0.94523441791534435 0.086657886980778212 0.053030028837399247 0.49816010873422956 5.9903220972046263e-05 -0.0036817591312730039 -0.083469266071915613 -0.2225713508241739 -0.039088384561895555 -0.18852039566281775 -0.0019602616996172557 0.99661931395530712 0.005824651801958681 -0.039247915448845323 0.34154477814074463
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
left_child=4 2 20 50 7 6 -3 18 10 37 11 -9 14 -14 15 16 46 -18 49 -20 34 22 -22 24 26 -26 -24 28 -23 30 31 -30 -33 -8 -2 36 -36 -10 39 -39 -41 -42 -43 -7 -45 -46 -13 -48 -25 -1 51 -4
right_child=1 5 3 -5 -6 43 33 8 9 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 21 27 23 48 25 -27 -28 -29 29 -31 -32 32 -34 -35 35 -37 -38 38 -40 40 41 42 -44 44 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.029820080221537912 -0.006824303243070616 -0.037797819992664072 0.057242830655765714 -0.055943578473891101 -0.088950346314509626 0.082434814673344708 0.13854271920374761 0.018562864234830018 0.01322134333611687 -0.04187461618282301 0.068540108955770326 -0.063541611346290813 -0.044528678825956722 -0.15452543186250772 -0.059437473329150441 0.081944049846598921 0.031813576668002129 -0.082360248344933634 0.1043014415520466 -0.058270868132114961 -0.043708299483020012 0.049856903082626317 -0.013767089164151751 -0.0040538039419478963 0.5414667675431144 0.077140101083590637 0.16081529583501017 0.00040369441033803928 -0.20426591836542093 0.010526334236494881 -0.033552748479296311 0.041607803684193777 -0.11671566285052126 0.022327372223797409 -0.037128819625027426 0.033849402390352425 -0.13884284029218183 0.034251790678805051 0.053141348891136898 0.10452532488105451 -0.12890173568353994 -0.096988799515372828 0.038697224025160154 0.059561933991350728 -0.067743528798152597 0.01061896922346638 -0.045740047081534792 0.0516149159749189 -0.047472346628939004 -0.01260809943979879 0.062737234833887712 -0.080093971953822313
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leaf_count=884 4321 18 80 111 54 55 52 820 4262 552 108 25 183 45 162 53 47 117 119 39 1993 396 930 4411 35 78 103 146750 34 1054 3274 69 86 46 911 216 71 635 962 67 21 47 59 84 165 217 34 102 1534 403 303 77
internal_value=0 -0.000368085 -0.000707189 0.0344207 0.012025 0.0354011 0.0850573 0.0129441 0.00907725 0.0162655 -0.00991098 -0.0158776 -0.0288779 -0.0719182 -0.00958129 0.0044445 -0.00839034 -0.0486121 0.02796 0.0775142 -0.00104435 -0.000480481 -0.0131102 -0.00352933 0.0589861 0.310673 0.0247554 3.14757e-05 -0.0188254 -0.0307701 -0.0450108 -0.107163 -0.0564277 0.108094 -0.0118385 -0.035407 -0.0462106 0.0204604 0.0344551 0.0177593 -0.0341798 -0.0645737 -0.0195293 0.0140784 0.00167302 -0.0179393 0.0172879 0.0320482 -0.0100273 0.0212075 0.0459505 0.00687818
internal_weight=0 212.19 210.215 1.98158 22.393 1.97566 0.577704 22.2062 17.6813 12.8277 4.85357 4.52356 3.28603 1.00235 2.28368 1.79479 1.55324 0.599104 4.52493 0.520538 208.233 197.913 7.69316 5.87363 0.53965 0.0475962 0.492053 190.22 3.66521 3.13049 2.3266 0.33928 0.241119 0.488263 10.3203 1.79176 1.55503 11.9751 4.06 2.16232 0.516587 0.431449 0.26725 1.39795 1.19848 0.904262 0.954137 0.815785 5.33398 4.00439 1.76503 0.53788
internal_count=177274 167474 166837 571 9800 637 116 9746 8301 6605 1696 1588 768 228 540 378 325 164 1445 158 166266 160747 9084 7091 1146 113 1033 151663 4913 4517 3463 189 155 98 5519 1198 982 6053 1791 829 194 127 106 521 466 382 161 136 5945 1287 460 157
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=3 11 14 12 12 2 3 0 2 12 8 2 3 3 6 3 6 0 12 0 10 5 14 4 10 0 3 10 11 5 6 3 4 6 3 4 14 8 5 12 11 4 10 0 12 5 11 10 12 12 0 5
split_gain=0.349928 0.19148 0.176631 0.142131 0.257438 0.351823 0.227266 0.190213 0.175547 0.252308 0.169463 0.232306 0.178788 0.1648 0.156831 0.15371 0.213022 0.175303 0.164826 0.333834 0.15709 0.187101 0.151177 0.171703 0.247892 0.152509 0.151104 0.144371 0.138993 0.275273 0.213447 0.151602 0.136851 0.135568 0.14187 0.191403 0.158609 0.13539 0.130998 0.178069 0.132832 0.174519 0.162715 0.151891 0.274708 0.141556 0.131032 0.161965 0.130134 0.179778 0.129761 0.127175
threshold=-0.51392404345551757 0.076592487447962307 -0.42240745115573036 2.0587938272243731 2.2465988680938378 5.865473895028118e-06 -0.10781926847994326 0.00018030158389592546 0.00020785732340300458 1.4214648062403805 -0.0043408215505450999 0.013774836435914041 -0.30786976963281626 0.92028113795458932 -0.35299119264032192 -0.36253310248139309 -0.43267688001247057 0.00011548568727448584 -1.4570204028713094 2.1600519175990488e-05 0.0072377150340663544 0.11408064643505349 -0.25107456737474271 1.303608650012366 -0.007039839394933513 0.00073002724093385052 -0.39541161060333246 -0.0031030479598420455 -0.0083473002586808686 -0.03163573391305257 0.43184049688586429 -0.14139888114004859 -1.2797484191524942 0.115151471307585 -0.15686436370015142 1.4478877421205032 -0.2973319368385004 0.050784551018076309 -0.3034920699729366 0.15255556214460922 -0.00096166151620824417 1.3812505565736257 0.0015905750586948789 0.012295831460505726 -1.1221970040434772 0.091792049861018757 -0.010797135355331394 -0.036459495285376363 -0.60142993061197303 -0.28327088986313448 5.9903220972046263e-05 0.75288998274396735
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
left_child=1 37 -3 8 5 -5 33 -8 9 22 -7 12 -12 15 -9 16 -10 28 19 -18 21 -21 26 -24 -25 -26 -2 -27 29 30 -17 -31 -23 -6 35 -35 -36 -1 39 -20 41 45 -43 44 -42 46 47 -40 -46 -50 -38 -19
right_child=3 2 -4 4 6 10 7 14 13 -11 11 -13 -14 -15 -16 17 18 51 38 20 -22 32 23 24 25 27 -28 -29 -30 31 -32 -33 -34 34 36 -37 50 -39 40 -41 43 42 -44 -45 48 -47 -48 -49 49 -51 -52 -53
leaf_value=0.012564903224964298 -0.028563534950067988 0.050822144141790038 -0.093104368698900195 -0.23413167083769837 0.030558771754762588 0.0073232132572358527 -0.079452358486594377 -0.058011032785690919 -0.14501353062911376 0.054335932013964285 0.064039755228238113 -0.018252121349211212 -0.10196595742034725 -0.048311196123519043 -0.0063906346329726908 0.083267766957335967 -0.2231052606933579 -2.3766542163995911e-05 -0.00088829465171926447 -0.01034175745193236 0.0544344477555668 -0.010523097429240713 0.01588732666226143 -0.047432655100341573 -0.032644726335554562 0.078520843394049092 0.034120986774637707 0.0035139364405083829 0.07028849094333299 0.021621231644518249 -0.060032061514539561 -0.13047509348635494 -0.18542989898788581 0.0013039498506170182 -0.03553218706368462 -0.067339864081607942 -0.073985692484826004 0.05503704903523491 0.061350241664784921 0.076561326007721336 0.03753317559894484 -0.016020123393854602 -0.12796004264823968 -0.0075302216382074714 -0.11638839751200288 0.042117233585327596 0.016177510840509734 -0.071423823887195245 0.042961480417849252 -0.083796571581747914 0.070591001384672808 0.02657613365236457
leaf_weight=21.015515030266677 0.43579413621955643 0.10474074030571501 0.29209860798437048 0.069392806821272912 2.3908960063267886 0.87344529751135347 0.38707359775616801 0.60938116072429949 0.10392125058569934 1.2810109404613275 0.059525561940972693 1.2580178590933426 0.70739509901613917 0.69374974032461878 9.7492601628155118 0.39835634382961871 0.084954330231994279 169.70053776540817 1.1423951113101791 0.36896132131005288 0.15924219516455196 0.068684489437146112 2.8123750035133517 1.4898381482271363 0.58224764111218963 0.37752520829690173 2.6424956648943398 0.73705218603936362 0.6186190095704649 0.097427044129290152 0.1244414335815236 0.15825804757878359 0.12379140776829445 1.8891342516108132 0.23849625029833987 0.49965611888910633 0.054561848752200492 0.76281066988121793 0.10079943886375986 0.38329926272353976 0.23689505771471886 0.55887431804876531 0.15420930342224892 1.3515175199154326 0.47996293237520149 0.97331678153204837 0.91085117653437941 0.43533201041464054 0.15841256589919794 0.30280697887519525 0.61468693127608276 1.7990306620686158
leaf_count=9491 107 30 82 10 2042 723 86 378 23 545 52 1430 315 1251 9989 105 5 141294 469 230 47 22 1603 318 96 106 785 231 186 21 28 28 34 526 33 61 4 197 32 183 97 159 37 864 144 481 948 315 63 172 182 614
internal_value=0 0.0128246 -0.0545719 -0.000374818 -0.00852788 -0.0355431 -0.00361621 -0.0121654 0.000449525 0.0131005 -0.0294045 -0.0451734 -0.0879339 -0.000272924 -0.00952059 -8.41167e-05 -0.0135342 0.000547178 -0.0115103 -0.053905 -0.0291177 -0.0537498 0.0071874 -0.00206854 -0.0179156 0.00822159 0.0251348 0.0297454 0.0356045 0.00709864 0.0483141 -0.0748592 -0.129124 0.0125241 -0.000648734 -0.0134415 0.0326316 0.0140958 -0.00663913 0.0192204 -0.013644 0.000142482 -0.0427263 -0.0306043 -0.056575 0.01299 -0.00687318 -0.0453044 -0.0805161 -0.0402808 0.0572107 0.000257964
internal_weight=0 22.1752 0.396839 211.448 19.4009 2.96778 16.4331 10.7457 192.047 10.3583 2.89838 2.02494 0.766921 181.689 10.3586 180.995 8.09823 172.897 7.99431 0.805634 0.720679 0.561437 9.07733 5.99904 3.18666 1.69683 3.07829 1.11458 1.3971 0.778483 0.522798 0.255685 0.192476 5.68743 3.29654 2.38879 0.907745 21.7783 7.18867 1.52569 5.66298 3.13338 0.713084 2.5296 1.17808 2.4203 1.44698 0.536131 0.941182 0.46122 0.669249 171.5
internal_count=177274 9800 112 167474 15831 2530 13301 10453 151643 3791 2520 1797 367 147852 10367 146601 4325 142276 4302 338 333 286 3246 2354 751 433 892 337 368 182 133 49 56 2848 806 587 219 9688 3964 652 3312 1972 196 1340 476 1776 1295 347 379 235 186 141908
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=1 4 5 1 3 15 13 5 12 13 9 0 0 10 15 8 8 1 9 9 7 13 7 12 1 7 4 8 5 1 5 4 7 8 12 4 12 4 5 3 0 1 1 7 3 7 1 5 7 7 5 0
split_gain=0.261786 0.428998 0.341525 0.263447 0.214715 0.214309 0.252263 0.198451 0.189479 0.18316 0.169037 0.197675 0.166182 0.162191 0.15712 0.150728 0.225671 0.172356 0.165673 0.149424 0.141521 0.158499 0.15573 0.138615 0.131434 0.198808 0.13265 0.13091 0.130612 0.122341 0.234421 0.195946 0.16109 0.175579 0.188885 0.155123 0.166264 0.153178 0.149635 0.191729 0.224553 0.19068 0.168283 0.147723 0.249888 0.140831 0.266537 0.323509 0.229254 0.16672 0.260408 0.305969
threshold=0.78602641820907604 0.083967411000316031 -0.33660997615480881 0.99873870611190807 -0.87832664127927262 0.20678616471222713 0.31490136118756457 -0.25611502197758557 -0.65353117637284164 0.15162029191039703 0.0099835876035834544 0.24613216519355777 0.00035606228630058473 -0.0059586786726284167 -0.15624357929348714 0.0015095878151999101 0.0080579933934247557 0.99356287717819225 -0.0044763041044641894 -0.001547625473926855 0.031210948409400162 0.18789382504397389 0.065126073621339362 2.2022202217802387 0.00036368313885759568 0.00057055997909281301 1.3812505565736257 -0.067040562776571819 -0.1113309012526989 0.16608794033527377 -0.55750238151462594 -1.2409949799220306 -1.0000000180025095e-35 -0.0070714753524620073 -1.0912649241451489 1.4479210507513469 0.8916272488961543 1.3516957885941383 -0.34410435220558339 0.3337659919634462 0.30729676783084875 0.068658035248518004 0.020933665335178379 -0.0047362963835486391 1.0000000180025095e-35 -0.058088821727533539 0.39575371146202093 0.23583048929739875 -0.037689243074432978 -0.0074808322026795881 -0.20642597689033024 0.0010701752034947278
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
left_child=4 2 10 13 8 14 -7 -5 12 -10 11 -2 -1 -3 -4 27 18 19 -17 -18 -16 22 -22 28 25 26 -6 -15 -9 37 -31 32 -32 -34 -35 45 -37 38 39 40 42 -40 43 -26 -45 46 -33 -48 -47 50 -50 -52
right_child=1 3 5 7 24 6 -8 23 9 -11 -12 -13 -14 15 20 16 17 -19 -20 -21 21 -23 -24 -25 29 -27 -28 -29 -30 30 31 35 33 34 -36 36 -38 -39 41 -41 -42 -43 -44 44 -46 48 47 -49 49 -51 51 -53
leaf_value=0.083771892297993006 -0.088408033853951018 -0.0031954731881541224 0.11338479480559507 -0.10448712991333615 -0.015649849911874052 -0.10921052622860572 0.073245460715590099 0.05012594218027322 0.030233977894469546 -0.061628259376279484 0.056206811575618146 0.10662372148742788 0.010453119934313908 0.12689972864739035 0.04832433499718497 -0.024423951026988595 0.064411767923225671 0.10378498546237741 0.051876882756037926 -0.065896123290303102 -0.11194440251690943 0.060615685608728279 0.054335450584500095 0.03429921747644752 0.051703687497731382 -0.029783843275930928 0.021512919937196825 0.00585610714282013 -0.079732190558867655 -0.044125266100368404 -0.002057510017856202 0.0060553508882122895 0.011973843521408191 0.0010165875880330994 -0.11241964718160402 0.0041387127541496526 -0.1120412297885364 0.021612627202299693 -0.0050179978291353868 -0.025048470944017132 0.080270603415563968 0.0030633972484937228 0.0036238488477788734 0.059359726919767909 -0.025798779714765765 0.047134318622958929 -0.1345561057629053 0.082902581487790616 0.013978901357010324 0.0003084644183069848 -0.096649978533037612 -0.019546876998629649
leaf_weight=0.7422697233159854 0.40976453389521328 15.190265881425146 0.32788082278784703 0.35587672980909701 2.0390331102217929 0.17691160531830963 0.10865745213959599 0.086765648997243261 0.52754325252953904 0.34327844530707807 0.13355898429290392 0.044112677947850898 0.53066283588213992 0.072321371648283228 3.6754950743916188 0.31305023383265584 0.092781904288131045 0.075961145033033972 2.3462961866848664 0.46563768600753963 0.16936091137085885 0.15406243702545908 0.068072793688770616 0.3166042038019441 1.5743281628474508 4.1884308983514984 1.784652251328225 15.558935370053408 0.32738095181593851 1.5660931980237354 0.75578103989028034 0.56370949524716607 0.23725394153734658 0.19292163224599779 0.59212023988948093 0.22440034762439509 0.25225467736891005 3.1074817458302268 75.728749132023722 1.4773914704319384 0.4578197907001148 47.494267974092963 9.4352868139703769 0.54446565538455327 0.87377502855542843 0.91664797705925494 0.36113233204378048 0.070971790581097594 2.0429862191012944 30.079741335787052 0.560536352135382 4.867691764225583
leaf_count=182 228 6660 285 153 4023 135 162 180 179 136 74 11 288 24 4303 232 90 50 1038 227 140 210 70 137 1187 4311 1561 7959 181 612 235 254 87 73 137 288 211 3490 74226 1699 424 28875 4982 369 978 392 83 44 1283 22023 149 3095
internal_value=0 0.00693542 0.0335008 0.00294522 -0.00190441 0.0425229 -0.0395652 -0.0451311 0.029439 -0.00648154 -0.0375297 -0.066181 0.0537659 0.004499 0.0479934 0.0106723 0.030058 -0.0230436 0.0427935 -0.0429392 0.0422558 -0.0143458 -0.0638119 -0.0144475 -0.00225705 -0.0147808 0.00171445 0.00655819 -0.0515922 -0.00171029 -0.00635829 -0.00492252 -0.0372394 -0.0627743 -0.0851319 -0.00346805 -0.0591457 -0.000279721 -0.000776876 0.00887625 0.0127947 -0.00190317 0.010199 0.0307876 0.00722054 -0.0027695 -0.0395671 -0.096993 -0.00179926 -0.00301528 -0.0163663 -0.0277953
internal_weight=0 40.4698 5.26788 35.2019 194.134 4.68044 0.285569 1.08663 2.14375 0.870822 0.587436 0.453877 1.27293 34.1152 4.39487 18.925 3.29373 0.634381 2.65935 0.55842 4.06699 0.391496 0.237434 0.730751 191.99 8.01212 3.82369 15.6313 0.414147 183.978 43.2842 41.7181 1.77808 1.0223 0.785042 39.9401 0.476655 140.694 137.586 14.3631 12.8857 123.223 12.4279 2.99257 1.41824 39.4634 0.995814 0.432104 38.4676 37.551 7.47121 5.42823
internal_count=178425 22549 5618 16931 155876 5305 297 651 785 315 313 239 470 16280 5008 9620 1637 367 1270 317 4723 420 210 498 155091 9895 5584 7983 361 145196 28966 28354 532 297 210 27822 499 116230 112740 9639 7940 103101 7516 2534 1347 27323 381 127 26942 26550 4527 3244
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=0 6 0 8 16 16 4 9 9 3 16 16 15 16 8 8 16 15 10 1 1 10 9 5 6 0 9 6 5 15 5 10 1 16 16 5 9 10 0 8 10 1 6 6 15 15 6 3 12 3 4 10
split_gain=0.272816 0.177413 0.206678 0.141013 0.130977 0.128007 0.174972 0.14533 0.180188 0.168097 0.152902 0.139051 0.2878 0.15012 0.182597 0.155078 0.130605 0.125448 0.191731 0.175834 0.173164 0.174105 0.165491 0.194801 0.172053 0.152725 0.148742 0.145027 0.171761 0.23207 0.163515 0.141745 0.135985 0.267965 0.141768 0.143009 0.167842 0.20291 0.216316 0.159725 0.158523 0.153955 0.137786 0.28946 0.135369 0.134679 0.134328 0.195924 0.159972 0.18374 0.158887 0.148563
threshold=0.00058532206458039593 -0.13523739486271361 0.00011548568727448584 -0.016256714164332099 0.03903829554357615 -0.014394452274801616 -1.114348466236623 0.0053156674877575484 0.016137861771901799 -0.13662796420976517 -0.01108903043319002 0.20662344712404626 0.24225951910214941 0.070016040763847889 0.0015095878151999101 0.0023521890603015135 0.026149752416483551 0.02925520545863983 0.056128383156213775 0.0040701488032937059 0.00036368313885759568 -0.078713373527024649 -0.043748663248538162 0.35624099880767612 -0.35743096552148895 0.021007615141570572 -0.016037539201689221 0.36648055071873936 -0.097666543036397713 0.0019046212302281679 -0.034531294597733818 -0.055527619415495728 0.99873870611190807 -0.0039069778847687624 -0.0062480565909745784 -0.12184911790598159 -0.0058398978136426759 -0.055527619415495728 0.058499675244092948 0.001796460108923769 0.012051594114103401 0.052587697282433517 -0.20257686247747794 -0.22978025541758354 -0.086424291266941775 -0.034575457197975973 0.25248373519994305 0.11109126871451737 -0.98460080792652083 -0.59223535773344327 -0.61411174951126812 0.0058782737375263237
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
left_child=1 2 3 -1 -5 -3 -7 10 9 16 -8 13 -13 15 -15 -12 -9 20 22 -20 -2 26 23 -19 31 -25 -22 32 44 30 -30 -24 34 -34 35 39 40 38 -38 -23 -37 -42 43 -41 -29 -43 -36 48 50 -50 -48 -51
right_child=17 5 -4 4 -6 6 7 8 -10 -11 11 12 -14 14 -16 -17 -18 18 19 -21 21 27 24 25 -26 -27 -28 28 29 -31 -32 -33 33 -35 46 36 37 -39 -40 42 41 45 -44 -45 -46 -47 47 -49 49 51 -52 -53
leaf_value=-0.056360005958495302 -0.021593350377697704 0.014888826142534176 0.0075184743283953602 0.062114266115275311 0.0015509847296760839 0.036186977667393046 -0.082599481693399521 -0.035502241036156006 -0.0026520563299611997 0.010909297497771225 -0.01165897344205305 -0.13924337559803701 0.055296806537215151 0.07919043736024417 -0.04004564665030047 0.054456302207838751 -0.11781797024272214 -0.0089331801269533061 0.10286154790399415 0.019488257267921263 0.0067462349696463357 0.010060364462589011 0.12410902299533083 0.062764679624559047 0.00095710089544717714 -0.099412389571926746 -0.058029481070732636 -0.020076319364552342 0.14550978483795388 -0.047675121760876793 0.040032014470300706 0.022177840581017228 0.06360352007930567 -0.10466592472189236 0.0028760716088855674 0.0065701045217514383 0.13463559854147272 -0.013302195466427722 -0.062141258692108903 0.0053982113052462788 0.014108479836015451 -0.07270724311632186 -0.0052944152090232477 -0.12384105403320747 0.021472790699268204 0.020898096380159117 -0.025830303471981553 0.027148385741731784 -0.11579114379373448 -0.011319321691317257 0.038347674201961814 -0.049618006544439798
leaf_weight=0.11264201591257039 4.8582091320090504 6.7771798265983998 2.7387844517979829 2.0775317875723007 0.43155781151654071 0.88510498049800013 0.18696426898031981 0.36654578408342786 1.0738942419675366 0.24813021913905708 1.9152546906216197 0.162433506167872 0.11866557393659605 0.54883203056215268 0.15415520457190723 0.41693226188499455 0.44530023398510821 1.5037130151035847 0.27264307973746271 2.0954034849328309 0.53806742381766515 9.5249082492143753 0.12989544676383991 0.054312320924509438 80.174232627829156 0.44488863267997658 1.0027220369393024 1.6269891367842322 0.14895193496113313 0.26529221954410775 1.5944011850133382 2.0901424436324296 0.11900117917093667 0.3125741718304188 50.812939779861274 9.3801892820054018 0.16563086119913251 31.469869214127126 0.06808706638548756 0.37701595855196501 0.51964102723786598 0.72140259046227584 3.8886788850495568 0.30094051158812352 1.4811632155292498 0.18556710758275585 0.65885448078915942 1.1378358769752592 0.19964177907422609 3.7940480952097451 0.88282257457740321 1.3721707382501334
leaf_count=43 6452 1920 988 416 127 226 49 90 396 84 641 43 14 183 63 139 147 1236 180 1027 349 10801 12 29 62327 297 382 1119 102 318 1818 1344 186 144 44676 6831 45 22406 31 626 560 276 4496 170 1194 109 257 733 42 1304 396 581
internal_value=0 0.0114873 0.0268156 0.0467899 0.0517809 0.00528176 -0.00471407 -0.0112287 -0.0316859 -0.0605773 0.00132808 0.0064707 -0.0586989 0.0128098 0.0527043 0.000479919 -0.0821942 -0.00111441 0.00181812 0.0297752 -0.00311145 -0.00237578 0.00102764 -0.0272473 0.00172065 -0.0802316 -0.035588 -0.00194778 0.0144991 0.0371521 0.0504079 0.0290709 -0.00267603 -0.0575939 -0.00246201 -0.00603443 -0.00892751 -0.0125944 0.0769731 0.00269343 0.00183283 -0.0290161 -0.0126519 -0.0536518 -0.000267032 -0.0535222 0.000974246 -0.0110174 -0.0173572 -0.025496 0.0109385 -0.0216255
internal_weight=0 18.6599 5.36052 2.62173 2.50909 13.2994 6.52221 5.63711 2.13387 1.05998 3.50324 3.31627 0.281099 3.03517 0.702987 2.33219 0.811846 214.173 86.7652 2.36805 127.408 122.549 84.3972 2.00291 82.3943 0.499201 1.54079 121.009 5.1168 2.00865 1.74335 2.22004 115.892 0.431575 115.46 56.6019 42.5104 31.7036 0.233718 14.0915 10.8068 1.42661 4.56664 0.677956 3.10815 0.90697 58.8583 8.04537 6.90754 5.36586 1.54168 5.16622
internal_count=178425 5569 1574 586 543 3995 2075 1849 717 321 1132 1083 57 1026 246 780 237 172856 66452 1207 106404 99952 65245 1562 63683 326 731 99221 4551 2238 1920 1356 94670 330 94340 46351 30258 22482 76 16093 7776 945 5292 796 2313 385 47989 3313 2580 1927 653 1885
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=2 13 14 9 4 16 9 2 9 2 3 2 4 10 3 10 8 3 2 8 3 15 9 13 0 8 10 12 10 14 0 16 3 12 12 15 4 3 10 12 13 9 8 8 10 16 2 16 15 14 8 14
split_gain=0.347681 0.338542 0.313593 0.25185 0.216435 0.159039 0.23113 0.178127 0.156314 0.155223 0.261837 0.150779 0.215327 0.160223 0.156219 0.13911 0.135363 0.135361 0.132338 0.137622 0.206534 0.130115 0.162633 0.192137 0.201695 0.143655 0.193389 0.130015 0.126439 0.123065 0.122987 0.193835 0.175735 0.13207 0.132172 0.122295 0.26258 0.286573 0.121456 0.262933 0.129893 0.169883 0.185897 0.191652 0.249189 0.167723 0.264264 0.168469 0.188053 0.172029 0.180963 0.141002
threshold=0.00012202951620565729 -0.31828023014623524 0.047049196741312818 0.093096054658923191 -0.47863008864917622 -0.093770716337721619 0.0099835876035834544 5.865473895028118e-06 0.0074408390938583121 0.062763895839452757 0.0028115687891840939 0.5174071490764619 0.28473700419052084 0.0053435985909637126 0.84290577140200196 0.010864909168692821 -0.03437307767072921 -0.14641743456013498 0.56192725896835338 0.036115482044135831 0.060919333249330528 0.069241635408909666 0.007272992424681878 -0.053288461321455059 0.017008867114782337 -0.018454024584565239 -0.015978540966298065 -0.97638968858291775 0.018760564421918303 -0.33606714805196264 0.024534362368285659 -0.049462483218711883 -0.12300219666212796 -0.97638968858291775 -1.6600291480570961 0.065016232778707272 0.32489060357337823 0.43421188410138717 0.0093323863280201039 1.1661370510957854 0.20713414099509792 0.043959681961728746 -0.019104839924076557 -0.032331604219112388 -0.0040119197331205513 0.0079235191823081117 0.0001484907261328772 0.0094581272164324538 0.18019059807558813 0.077569590021603504 -0.0023613064429972939 0.093533905104150564
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
left_child=1 -1 4 11 -3 7 16 8 -6 10 30 14 -13 35 15 38 -7 -4 -15 -20 -21 22 -9 -24 -25 -23 -27 -11 -22 -17 32 -32 33 34 -5 -14 37 -37 40 -40 -2 42 43 -42 -45 -44 -47 -48 49 -49 -51 -52
right_child=3 2 17 9 5 6 -8 21 -10 27 -12 12 13 18 -16 29 -18 -19 19 20 28 25 23 24 -26 26 -28 -29 -30 -31 31 -33 -34 -35 -36 36 -38 -39 39 -41 41 -43 45 44 -46 46 47 48 -50 50 51 -53
leaf_value=0.11317851637273631 -0.0036004306842098081 -0.13013553622179969 -0.12683436132544329 0.082898750562359069 0.0098038269054232241 0.082844505379365233 0.054235585421756022 0.010868111760854136 0.10138141600554938 0.087631613666609751 -0.071769187752500227 -0.034709192658126456 -0.02503274351010806 -0.076765510046114982 -0.051148311006393644 0.038207154766617374 0.01170353751864834 0.031038305778992911 0.012610354603044572 0.047966671647297628 0.014521518967716624 -0.11389687685345706 0.049400102143864526 -0.12297672309347268 0.03145616527553266 0.072423062221541157 -0.048231301709141125 0.010800163466483078 -0.13375923882056812 0.0036067105362156413 0.057176577746895288 -0.079364369027928497 0.073128165664008565 0.047822841527168647 -0.019674612148787865 -0.047746459012984632 0.00059309017473116172 0.46257870344895374 -0.030559749669375691 0.049055392906861339 0.0061010855392483092 0.064255174973802606 0.01415100766407152 -0.064039712251425865 0.0050611927695054723 -0.15147523620311801 -0.083241397592020219 0.0061237894966972234 0.037905492512944658 0.010216812546892608 -0.086685050912202855 -0.024280326437944727
leaf_weight=0.30646072856234496 128.02568255248752 0.089636859277567704 0.21766265665155515 0.12548280594637673 0.72521808993406978 0.25594108034420848 1.5077415547850694 1.9911074188448772 0.23540868482086807 0.5609249105100389 0.31863389084719518 3.2494081254920948 4.7104072789797993 0.17090240045035887 0.61805957124670285 1.0499039571141136 13.37319866766482 0.062801918033982385 5.483139428488812 0.14178299121704174 0.074038089633177151 0.21609740988424164 0.13369681062249583 0.30314494875233311 0.10649373862543143 0.15108011572920077 0.62263574019357282 0.36456930778695085 0.19810930726816878 27.98485172831397 0.1515642109879991 0.25719665857923235 0.66529422972416741 0.67836418018214306 1.0181257951171574 0.014086412540564086 1.5452169170403065 0.008105370397970546 3.2425876599775161 0.45921856064251176 1.9136980382190811 0.4389542902017628 12.594023764279884 1.3225160803522156 0.85074410017569535 0.099763623203215412 0.22507555369793308 7.1674190921803511 1.2186145075174852 1.3492466177394815 0.41960690798259781 2.2836616572267303
leaf_count=80 96860 84 80 28 103 36 284 577 18 179 132 13165 7727 167 801 559 3447 52 7216 139 40 42 29 53 19 37 189 180 67 19119 60 117 197 190 249 61 2146 11 2489 450 867 208 9721 670 496 44 108 4805 725 963 219 1495
internal_value=0 0.0117594 0.0101066 -0.00193784 0.0116362 0.0123998 0.0172958 -0.00412735 0.0336655 0.0224307 0.0118917 -0.00242742 -0.0118767 -0.00582632 -0.00165593 -0.00149077 0.0131446 -0.0917379 0.00575446 0.00836721 -0.0460621 -0.0145448 -0.00244336 -0.0500354 -0.0831868 -0.0449471 -0.0235852 0.0581324 -0.0949871 0.00488025 0.0214743 -0.0284662 0.0298239 0.0134631 -0.00733414 -0.0170048 0.00713101 0.260785 -0.00263579 -0.0204979 -0.00221482 0.00372003 0.00277974 -0.0169671 -0.0371661 0.00597199 -0.00210687 -0.000721616 0.000887054 -0.00318663 -0.0196087 -0.0344648
internal_weight=0 20.2983 19.9919 210.999 19.7114 19.6218 15.1369 4.48488 0.960627 4.14016 3.21466 206.859 15.5952 12.3458 191.264 190.646 13.6291 0.280465 6.06797 5.89707 0.41393 3.52426 2.53444 0.543335 0.409639 0.989813 0.773716 0.925494 0.272147 29.0348 2.89603 0.408761 2.48727 1.82197 1.14361 6.27782 1.56741 0.0221918 161.611 3.70181 157.909 29.8833 29.4444 4.08696 2.17326 25.3574 12.7634 12.6636 12.4385 11.2199 4.05252 2.70327
internal_count=177800 5130 5050 172670 4918 4834 3767 1067 121 1332 973 171338 30739 17574 140599 139798 3483 132 7629 7462 246 946 678 101 72 268 226 359 107 19678 841 177 664 467 277 9945 2218 72 120120 2939 117181 20321 20113 2033 1166 18080 8359 8315 8207 7482 2677 1714
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=2 1 14 1 2 0 11 6 1 4 13 0 4 14 1 0 14 0 8 2 16 0 3 13 4 16 13 1 4 16 6 14 12 12 2 13 6 4 1 16 4 4 8 6 1 13 6 4 11 2 12 3
split_gain=0.325276 0.400368 0.232032 0.175091 0.148021 0.154969 0.189072 0.153842 0.152498 0.188756 0.183432 0.181784 0.153725 0.144747 0.143756 0.142312 0.137391 0.16216 0.145118 0.182097 0.274578 0.257409 0.229295 0.170372 0.129591 0.129024 0.125946 0.118361 0.118136 0.115888 0.170002 0.243923 0.157827 0.112197 0.156916 0.121446 0.112186 0.111378 0.107871 0.114308 0.104609 0.104012 0.238127 0.197432 0.116627 0.115533 0.105834 0.103252 0.10305 0.101987 0.100946 0.109121
threshold=0.00075359709444455813 0.99735313653945934 0.059993128015731513 0.04194335266947747 0.12688020616769793 0.012764506507664921 0.0032833256458163159 0.20629040366017667 0.045672923326492317 0.63658826236408961 0.10266995271538724 0.032218316569924361 -0.62449801195655108 0.059993128015731513 0.93800523877143871 0.85383054614067089 -0.56827055029705731 0.0012537208385765555 -0.018454024584565239 0.00028071974520571535 -0.058598131670110985 0.00058532206458039593 -0.21551867388188836 -0.02498952076475312 1.8125235854361985 0.16027193504110873 0.095657550823217377 0.0040701488032937059 1.3812505565736257 0.0079235191823081117 0.20247968868479174 0.028745112930631801 1.63509916792384 -0.35982155370159852 0.044777592644095428 0.067256726604775635 0.45808475580023406 0.68619032497442722 0.06007060036063195 -0.0016206048001114659 -1.2625242022365566 1.224787868149569 0.036115482044135831 0.115151471307585 0.04949502460658551 -0.078746507096666238 -0.24580263177593256 -0.56889869519647529 0.020230346091842565 0.58720606565475475 -1.1833612022431133 -0.088821163666580091
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
left_child=2 4 3 -1 27 6 13 29 9 12 26 -11 15 -6 -4 36 17 25 19 20 21 -18 -22 -23 -24 -5 -10 33 -3 30 -7 -32 41 -2 35 -35 -9 -12 39 -20 -8 44 43 -43 46 -46 -31 -42 -34 -49 51 -40
right_child=1 28 14 16 5 7 40 8 10 11 37 -13 -14 -15 -16 -17 18 -19 38 -21 22 23 24 -25 -26 -27 -28 -29 -30 32 31 -33 48 34 -36 -37 -38 -39 50 -41 47 42 -44 -45 45 -47 -48 49 -50 -51 -52 -53
leaf_value=0.057688764088789951 0.0028877049630663368 -0.030063335585919927 -0.0098464149276641429 0.087785180670506308 0.012267228623371472 -0.018201325063050083 0.097506356112924047 0.0080560064446999168 -0.0067699066339833788 0.082353769385509382 -0.034501684273207066 0.013945286732057138 -0.035827678241276292 0.078157467348674972 -0.11579916554422141 -0.077197057611575359 -0.12280962530715628 0.0032196022332422005 0.0016589467551629906 -0.043768163518668968 0.091672508370705175 0.094490994182261867 0.018901338942656845 -0.021444170296071367 -0.098950307976571394 -0.0072913218762385356 0.10614858055279171 -0.00030075333080178691 -0.26392063610001765 0.021336343038470828 -0.1642399184164367 0.0088398203986963988 -0.036925198430038088 -0.034090482739170973 0.0026577348181356891 -0.10474039194289197 0.085847015124965703 -0.1180600510997078 0.072913447170967011 -0.11134264119076198 -0.097275959395444214 0.0031102082833249067 -0.098062487564801834 0.067754885791739355 -0.023410641949972562 0.013109069292770281 -0.025470258383190156 0.035202322726638882 0.02903754357871732 -0.043428742408354391 0.0093387289908793674 -0.040259145480268856
leaf_weight=0.71949078731085947 1.2151493309643231 0.037394257133199882 0.28987576982308283 0.64109978334271989 0.77046783624791648 12.435256797740294 0.054545142156712245 0.99785837122453835 2.9107590210192034 0.40652028633849102 0.81848739570614248 4.8124741613755759 1.3972290638341727 0.58103998396563838 0.21705127768154853 0.14407622713042645 0.21707185685590991 0.74973239050950724 0.21995384458568878 1.1711318345746802 0.45826433570437097 0.12571550461871073 0.74523371276609307 1.0862837503173066 0.088746709392580669 0.17894332203468366 0.084643122636407386 153.03148685835413 0.057438988134890678 0.54775609990428664 0.17385734383424356 0.13870159870748466 2.1497560609573152 0.72647457944640226 0.64382037402901904 0.37152340736270162 0.21140883564839896 0.18986905868587201 0.44115485083966632 0.1327722871847169 0.154651247520178 1.2657147256186361 0.14662414070517105 0.73793907238541567 1.1269310879340535 3.5494902642944908 3.4425681084344459 0.27345085449996975 0.25280563837804937 0.3645245923062248 26.167271677216146 0.092646146398698614
leaf_count=525 1841 32 222 112 699 23205 13 764 2030 214 523 2311 3265 522 121 119 42 265 65 620 130 26 232 300 46 47 41 100139 17 989 44 106 4605 803 929 267 200 49 323 61 103 2074 57 425 1457 3319 11230 270 312 629 10931 129
internal_value=0 -0.00218704 0.00843958 0.0094764 -0.00207871 -0.00749298 0.0182217 -0.00899091 0.000387115 0.00838265 -0.0154952 0.0195326 -0.0127632 0.0412351 -0.057575 0.0112035 0.00837897 0.0370809 0.0069028 -0.0111147 0.00312883 -0.0269237 0.0362786 -0.00823866 0.00457497 0.067321 -0.00297785 -0.00068481 -0.190843 -0.0133124 -0.0201107 -0.091056 -0.00673867 -0.0204415 -0.0365828 -0.0592708 0.0226919 -0.0519903 0.00950066 -0.044146 -0.0185839 -0.00157116 0.0180263 0.0273012 -0.00646009 0.00425373 -0.0189796 -0.0285168 -0.0298237 -0.00968543 0.0102379 0.0526134
internal_weight=0 196.223 33.7424 33.2355 196.128 40.1394 2.19868 37.9407 11.9733 7.96957 4.00376 5.21899 2.75057 1.35151 0.506927 1.35334 32.516 1.56978 30.9462 3.89245 2.72132 1.42907 1.29224 1.212 0.83398 0.820043 2.9954 155.988 0.0948332 25.9674 12.7478 0.312559 13.2196 2.95697 1.74182 1.098 1.20927 1.00836 27.0538 0.352726 0.847172 10.817 2.15028 2.00365 8.66675 4.67642 3.99032 0.792627 2.40256 0.637975 26.7011 0.533801
internal_count=177800 163603 14197 13854 163554 59575 2236 57339 9516 6873 2643 2525 4348 1221 343 1083 13329 424 12905 1396 776 368 408 326 278 159 2071 103979 49 47823 23355 150 24468 3840 1999 1070 964 572 11509 126 1015 19551 2556 2499 16995 4776 12219 1002 4917 899 11383 452
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_wt=496
protbert_core_features_protein_wt_0_pc=425
proteinsolver_core_score_change=378
protbert_core_score_mut=376
protbert_core_features_protein_wt_8_pc=372
protbert_core_features_protein_wt_5_pc=345
proteinsolver_core_score_mut=295
protbert_core_features_protein_change_2_pc=291
protbert_core_features_residue_change_0_pc=291
protbert_core_features_protein_change_5_pc=285
protbert_core_features_protein_change_4_pc=273
protbert_core_features_protein_change_6_pc=261
protbert_core_features_residue_change_1_pc=252
protbert_core_features_protein_change_8_pc=244
protbert_core_features_residue_change_5_pc=214
protbert_core_features_residue_wt_0_pc=204
protbert_core_features_residue_change_9_pc=198

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 53]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 18]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.42749]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 2]
[bagging_seed: 3]
[feature_fraction: 0.726846]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 1.27092e-08]
[lambda_l2: 0.0175951]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
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[eval_at: 1000000]
[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]

end of parameters

pandas_categorical:[]
