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=[1.1031709590270111e-07:0.99955302476882935] [2.9362588804815459e-08:0.99985313415527344] [2.9362364983853695e-08:0.9998852014541626] [-0.9994167876402571:0.99954664092592793] [-1.7920280079296136:2.7829202172772858] [-0.78559418622830035:1.2232048054962041] [-0.65475722273530612:1.0358112483435975] [-0.81674100857967258:0.81674100857967258] [-1.1912847947129126:0.92413318351758766] [-0.61342800956565424:0.49263848455597237] [-0.81059101959117241:0.70733266822087915] [-0.36786862812104704:0.36786862812104704] [-2.5700460113483108:4.949044680007713] [-2.9324921815353999:2.9324921815353999] [-3.2349753221192521:3.2349753221192521] [-1.4465188228878352:1.4465188228878352] [-1.2501928907171962:1.2472213890419233]
tree_sizes=5852 5820 5809 5825 5843 5860 5871 5855 5870 5912 5859 5870 5874 5906 5874 5899 5877 5927 5927 5930 5903 5928 5920 5911 5926 5931 5923 5919 5889 5923 5913 5924 5921 5960 5972 5937 5894 5943 5937 5923 5944 5943 5915 5938 5921 5900 5944 5951 5951 5930 5947 5930 5942 5937 5949 5960 5963 5965 5922 5946 5942 5902 5930 5904 5943 5956 5958 5932 5936 5982 5933 5966 5956 5935 5983 5960 5951 5949 5949 5933 5932 5931 5959 5967 5963 5984 5911 5959 5944 5931 5975 5955 5964 5946 5938 5964 5975 5930 5927 5949

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 1 3 1 3 3 1 7 3 3 3 13 8 13 7 13 14 7 16 1 3 1 3 5 13 5 14 14 3 5 5 5 3 5 13 13 1 1 3 5 5 16 5 16 13 8 5 3 3 6
split_gain=1123.52 247.175 119.396 78.0669 71.4883 41.2706 22.3578 22.3414 12.4482 11.9413 11.3478 9.9972 7.83579 8.14562 7.20691 6.73249 5.2372 4.1933 4.44427 3.9385 3.61838 3.54874 3.35989 3.35655 3.02522 2.97714 2.85823 2.84052 2.75975 2.62028 2.40716 2.34624 8.01844 6.16872 4.94125 2.83238 2.0923 2.08352 1.98764 1.95867 1.95787 1.91228 1.87912 1.84002 1.82117 1.65121 1.62437 1.61797 1.61642 1.57648 1.50161 1.47774
threshold=0.081345360726118102 -1.0000000180025095e-35 0.23155698925256732 0.0080435224808752554 0.002099456731230021 0.014031025115400554 -0.090662501752376543 0.12118252087384464 0.43987846374511724 0.0015901243501307654 0.049281807616353042 0.1598964259028435 -0.13978712353855369 0.10132931145727074 0.030639892317589786 -0.032764559281506282 -0.0020922821601649612 0.078906233232676079 -0.0071216554011753891 -0.0015747066711792929 0.032434946819594634 0.0042604128830134877 -0.3991014920175075 0.0020293511915951972 0.34290835727006203 0.25589582789133242 0.061796384908623013 -0.42769693944491965 0.020240179049242871 -0.03139355517225538 0.25876153400167828 -0.061768779134138203 -0.037906012436521426 -0.038188477752800647 -0.17355676367878911 0.28759834181701044 -0.092449819306284001 -0.0075616165185908545 0.99421894550323497 0.033369701355695731 -0.077873986214399324 -0.42769693944491965 -0.12862012137850906 -0.0039476051377480411 0.65301814178713913 -0.10104828127042066 -0.045080633848556075 -0.0057705519351590401 0.29415877999727241 0.11347990669310094 0.052347818156704314 0.17973653846205859
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 23 12 14 22 15 10 17 40 16 -2 19 21 -7 -6 18 43 42 -17 25 -5 -1 27 -3 29 -9 46 -11 -23 50 33 -33 45 -34 -18 -30 47 -20 -4 -16 -14 -8 -43 -35 -25 -36 -37 -12 -10 -27
right_child=2 5 8 6 11 7 9 24 31 26 49 -13 13 -15 41 20 36 -19 39 -21 -22 30 -24 28 -26 51 -28 -29 37 -31 -32 32 35 34 38 48 -38 -39 -40 -41 -42 44 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.15063915324027044 0.13163104196352737 -0.16595660682938379 0.14775978283805377 0.14590475546646403 -0.046782983391974856 -0.084298742702743915 -0.025148503159811549 -0.022045812844984095 0.17924581086300928 0.068547026703839595 0.056957730542495061 -0.099401208727849147 0.060347481260187102 0.11753048156871509 0.019803053519866203 -0.055030721437272591 -0.039076022989785721 0.03584075355851029 -0.10378074211010165 0.07753552388997495 -0.0032049997464891206 -0.12150362933712403 0.084333842147946106 -0.062956039317587628 -0.15054276246177681 -0.1526323765386699 0.074531416630846545 -0.11860783272776663 -0.14578170424590395 0.0033152733858208953 -0.16105753572805581 0.15746552443505071 0.18279384172589724 0.00017365359974112852 -0.10101649315328878 0.11400357857638821 0.035012415203714148 -0.05633986066085267 0.16946121598489861 -0.037481422352253227 0.11096330660244845 -0.11296029337800272 -0.0024356227034776088 0.033248628209014454 -0.030204841638006925 0.12558140257875283 0.063032408348318289 0.021170047957978094 0.16110729742929925 -0.031940342002001069 0.13297880264571146 -0.10868226503597669
leaf_weight=18.775737259948073 42.926607464964036 148.37350645163212 34.810811750726316 11.652523011521678 20.72544886126343 62.809534950222314 13.776150813362619 3.2942631648766101 107.85035423346562 9.8295527940263145 3.4783027028970519 17.001751599913405 7.3632538170259094 32.293159581883629 1.4349895383929858 39.732038798515532 4.6737479842995553 11.832874886325952 8.4879411724218716 27.339751026056547 20.381632727227952 50.541429467053376 37.624220511590465 3.3276310572691727 36.226907617181496 16.36242070563458 26.024760337619227 41.999178311928063 7.5542591560697483 16.441188616412092 22.516757000231337 11.228837306014611 57.69098990955024 1.2558438414707778 2.361611079191789 10.910992434190119 20.35326864038143 4.0201008460135172 0.46031259139999736 9.4258611835393804 25.380390272928707 16.446184798904145 13.459254127052189 8.8445916663149546 3.190152391063747 6.3868011399172246 1.4581548817295722 1.980943457689136 23.434252323792862 4.6286952767550247 7.7775467567262231 14.903779489897714
leaf_count=2385 6477 18767 5438 1691 3544 11123 2267 428 15807 1836 607 2568 1184 5499 163 7050 807 2036 1405 4969 3547 8154 6354 495 4532 1671 4798 6495 1106 3045 2971 1498 9321 91 122 1151 3477 624 36 1710 4482 2155 2479 1475 356 504 263 143 3381 737 1204 1241
internal_value=0 -0.0840797 0.115831 0.0127115 0.0529229 -0.122348 0.0434118 -0.0883393 0.154905 0.0172559 0.117326 -0.0339683 0.0971157 0.0786755 -0.147738 -0.0614042 -0.00962436 -0.0164965 -0.0317838 0.0525896 -0.0374652 -0.152427 0.0989405 -0.121749 -0.128932 -0.160017 0.051049 -0.111596 -0.0884678 0.0277522 -0.13373 0.16599 0.155807 0.103764 0.0551589 0.169172 0.0211588 -0.114849 -0.0242805 -0.0689665 0.132281 -0.0914166 0.0197979 -0.00230744 -0.0995548 0.105022 -0.024479 -0.0454181 0.146209 0.00624207 0.176154 -0.131755
internal_weight=0 667.288 485.773 189.076 186.136 478.213 153.94 204.444 299.637 104.663 68.2982 62.7542 123.382 80.4554 273.769 122.923 45.7525 52.3674 40.5345 48.1623 60.1137 252.698 49.2767 35.1359 81.5203 179.64 52.2955 45.2934 16.3601 26.2707 73.0582 231.338 115.711 23.6743 12.4455 92.0362 25.027 11.5744 4.80287 17.9138 60.1912 21.0713 20.8225 22.6207 19.6363 7.64264 4.78579 4.34255 34.3452 8.107 115.628 31.2662
internal_count=175669 100143 75526 31490 31004 68653 26617 33175 44522 18572 11264 10396 20608 14131 35478 21720 7828 8893 6857 8632 10597 32804 8045 4873 11455 21679 9679 6923 2488 4881 11125 33258 16247 2394 896 13853 4284 1730 301 3115 9920 2674 3663 3742 2511 595 758 265 4532 1344 17011 2912
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 0 0 4 4 0 1 1 4 3 3 3 1 1 3 4 7 10 5 0 16 7 4 0 1 0 8 0 4 0 3 1 4 1 1 5 4 4 8 8 4 3 7 4 14 3 3 10 4 5
split_gain=2363.12 594.057 264.86 178.64 149.412 111.322 83.7416 69.7483 54.409 45.4304 38.7237 32.1754 30.8541 29.7305 27.242 26.413 24.7258 22.1749 20.1281 19.5784 19.523 17.3232 17.2403 15.6016 15.4452 14.5924 14.1445 12.5269 12.0957 11.7032 11.3263 9.70854 9.57159 10.5084 9.3752 9.04323 8.73013 10.1874 8.49046 8.01763 7.90375 8.28361 7.8878 7.84792 7.78374 7.72139 7.41914 7.30818 7.01081 6.80041 6.6843 10.3562
threshold=0.17832789570093158 -0.013753728941082953 0.74996984004974376 0.012880361638963224 0.020653993822634224 1.4178856183068673 -0.51032382976370627 0.13485066592693332 0.029809807427227501 0.90570750832557689 -0.14336891463577689 -0.030837897211313244 -0.085460411384701715 0.064926437567919507 0.033369701355695731 0.50343078374862682 -0.2343193092383444 -0.20842575120095266 0.013535048644508682 -0.013392965603960055 -0.42769693944491965 0.021147174760699276 0.009503267354160785 0.0053156576774824283 -1.2413356770009798 0.35278497636318212 0.38705053925514227 0.0024284975370392208 -0.031953149527189549 0.0007475773454643787 0.33460153012234378 0.04026023484766484 -0.27527555448023117 0.99421894550323497 1.3509307227589595 0.0060396059416234502 0.97902131080627453 -0.34153293659612782 2.0426404400275744 0.12703540692079715 0.020151334380328758 -0.024925575149085825 1.3509307227589595 -0.14470711350440976 -0.014353492007651623 -0.15633414655697056 -0.20334813461357373 -0.03845479525625705 0.034948022104799754 -0.00700059480091358 -0.068503459685334764 -0.51487443995467141
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 12 11 9 16 10 34 17 26 18 24 23 -8 43 -5 -4 27 32 -11 40 -18 -10 -1 39 -6 -2 -21 -26 -22 -16 -7 38 35 -3 -30 -38 -34 -9 41 -19 -29 -12 -32 -31 -13 -17 -37 -49 51 -20
right_child=2 8 5 6 7 19 14 25 13 20 15 46 -14 -15 31 47 22 21 50 28 30 -23 -24 -25 29 -27 -28 42 36 45 44 -33 33 -35 -36 48 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=0.1276635542744359 0.13714183016964818 -0.15325335779154445 0.13224968908138635 0.049132686816993683 0.02705300854196447 0.056464669652405354 -0.12226069299087723 -0.02119018636905802 -0.093627722288810902 0.04405404875424402 0.0072479838387280449 0.1033772914392424 0.0057150366820617037 -0.12602186619937164 -0.033062710941782765 0.044808301518862996 -0.045990047653506144 0.023541884032612172 0.0029092063712779074 -0.066233776792180968 0.15168043528884789 0.052342485879837267 0.0072746786591499002 -0.04852451038327199 0.12417397505197665 -0.12921263079098486 0.076609794711156962 0.09651210079420515 0.032473822405271691 0.064880850549418598 0.043324547289728552 -0.07723378416297505 -0.0038616000571135706 0.03682949678146321 -0.10387328064441191 -0.10896984819337373 -0.088833618971101327 0.093330345361045744 -0.097849681514581122 -0.077270880239785067 -0.042782138883637355 0.1171240010733262 -0.0071447733609924001 -0.051118678883413676 0.12748943383843661 0.0013963680994960115 -0.0058230587363868672 0.047997972872828892 -0.14046984587406131 -0.020823943018237149 0.010080200910942833 0.093007741435106706
leaf_weight=53.833792379649822 97.188035302096978 327.03400216242881 94.271143292658962 67.928472885512747 112.7235673624964 24.63063537911512 95.975238726183306 63.51311885972973 206.45183306818944 22.500197991263121 30.385173183633015 7.2234897061716756 73.052717161845067 196.8579125978722 89.938911582547007 83.650863987044431 120.36626615627029 10.415390250273047 16.959478256758302 6.7599237761460236 322.57706400234019 143.68351660389453 122.6961383256421 122.12723300073412 24.975920706405304 24.580182350880932 117.80962209776044 148.84150315377337 41.74407837173203 69.179096179504995 11.49609385570511 111.4894588518946 19.962211676407605 22.544351330026984 73.617788944131462 109.4706386521284 3.1620501615107051 92.541958353831433 18.521213660947978 42.590468060516287 3.5465858820825806 104.06054150126874 7.7194260033138553 95.189175038598478 260.48803625185974 26.494850366609171 44.181961150330608 20.788335013377946 201.57386359901284 46.307912179734558 24.791294460301287 51.486776099540293
leaf_count=1051 2086 22662 1452 1594 3723 444 5889 1729 14106 323 1113 201 4495 14629 5158 1502 4886 150 269 136 5562 2651 4923 7230 955 921 1937 3812 1090 2459 214 5885 387 406 5305 7746 29 2001 352 1204 37 2024 233 3959 6298 1717 1200 308 14952 685 631 958
internal_value=0 -0.0753879 0.0724134 -0.0113386 0.0353489 0.104332 -0.0404789 0.00532705 -0.119701 0.119118 0.0221224 0.0833899 0.06028 -0.0952868 -0.0784156 -0.00312472 -0.00419726 0.0906601 0.0943279 0.0417382 0.135532 0.0756709 -0.0191038 -0.0768671 0.0831224 -0.0598076 0.052382 0.108928 0.0642287 0.0632325 0.138992 -0.0575158 0.00386956 -0.0173678 -0.137722 -0.141625 0.0706527 0.0872964 -0.04912 -0.0437103 0.104059 0.108615 0.0914009 -0.0369967 0.123935 0.0473037 0.00955189 0.0250921 -0.12939 0.000506047 0.054579 0.0706898
internal_weight=0 2093.06 2238.84 855.931 1035.93 1202.9 608.394 637.538 1237.13 973.039 506.855 398.392 247.536 525.437 297.404 276.321 310.991 355.977 346.987 229.866 617.061 261.706 243.062 328.579 174.484 130.684 230.533 253.749 144.208 120.65 594.561 201.428 85.6584 61.0278 711.696 638.079 137.448 95.704 38.4834 106.104 118.023 114.476 156.561 125.574 271.984 95.6739 51.4055 150.747 311.045 67.0962 93.2375 68.4463
internal_count=175669 125642 50027 39012 26471 23556 28335 17081 86630 18711 13227 9390 10677 35965 16932 7567 11403 6314 7989 4845 12397 4862 9809 21336 6182 3854 5660 6131 3256 5131 12074 11043 1589 1145 50665 45360 3120 2030 739 2933 2211 2174 4045 5072 6512 4176 1401 2495 22698 993 1858 1227
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 1 3 2 3 2 1 4 2 4 3 3 9 3 3 1 6 6 3 1 4 4 4 8 8 13 1 5 1 5 16 9 5 2 3 3 5 9 2 16 5 1 9 9 5 3 12 3 11 5 3 2
split_gain=1641.43 281.18 210.029 96.1042 79.3603 54.5344 51.1054 35.4654 33.5265 22.4848 18.4594 15.8464 15.8204 15.7435 12.6597 11.1339 11.0548 13.7682 10.5642 10.767 10.6873 9.77644 9.50477 9.44328 8.34979 7.95571 7.71584 7.57225 13.5716 8.04479 7.43724 6.32824 5.66903 5.54336 5.2249 8.43416 5.11374 4.95124 4.80739 4.82124 4.66038 7.1204 4.50075 4.4782 4.47463 4.36603 4.36372 4.31885 4.17404 4.12202 4.06638 3.72045
threshold=0.049396816641092307 0.12695293128490451 -0.10670460830442606 0.17987541109323504 -0.028458733111619946 0.23393800854682925 0.1138628236949444 1.1834401563996646 0.0027190537657588725 1.3509307227589595 -0.26448471844196314 0.015351537615060808 -0.037165177759496265 0.01176973804831505 -0.28634691098704929 0.10709067434072496 -0.24580242787796353 -0.24580666640471729 0.31551935430616146 0.32724794745445257 -0.044218375167034994 1.4527126965909007 -0.044214014595598587 -0.016335279766616275 -0.028743221325540528 0.078906233232676079 0.13020496815443042 -0.22078557690418099 0.99746787548065197 0.28759834181701044 0.022617092747791102 -0.054657068114265663 -0.032888478161069608 0.0086150281131267565 -0.45494346547548042 -0.41665945248678321 -0.57300085091949871 -0.0095570409255699013 0.0025033532874658708 0.013541403461696818 -0.038188477752800647 0.99421894550323497 0.018712039834237394 0.093912948430450074 -0.40456314476753436 0.043217413200181916 -0.52007126852455066 0.14900439081247899 0.028449286964301639 -0.15124006075098159 -0.43470508171594696 0.015890657901763919
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 6 10 14 11 8 16 15 42 30 49 38 -2 -5 17 -3 19 43 36 -11 -22 31 -9 45 -7 28 37 32 -4 46 40 -12 -19 -36 -21 -26 -6 -40 -29 50 48 -14 -33 -8 -18 -15 -1 -10 -42 -38
right_child=2 7 3 9 13 26 25 24 12 21 33 -13 18 47 -16 -17 23 34 -20 20 22 -23 -24 -25 27 -27 -28 29 -30 -31 -32 44 -34 -35 35 -37 51 -39 39 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.073405041453907124 0.070199546207959013 0.11184982595660464 -0.078972282856592094 -0.14097804075186848 0.063674083573811296 -0.13363457299824072 -0.021361805699908008 -0.012733430895885536 -0.064943221248481856 -0.050679300950862496 0.053950676082633334 -0.10345785476959848 0.059214818704674189 -0.059055646539689415 0.01226262035860624 -0.097223979020805373 -0.16704381681369546 0.093310032815310626 -0.065360405047854161 -0.0090280789594305872 -0.041576668965693113 -0.11571145262404459 0.08399420059806989 0.13295305896136317 -0.090873554029025513 0.016070305879141249 -0.033509027987313804 0.10028356883625129 -0.092984019542958679 0.044427762275241353 -0.033820539038411694 0.018663950657418771 0.11625197476072105 0.012458703883725341 -0.18668008006317838 0.016185686948510632 0.12903988687074028 0.10987555750903676 -0.044226594289199318 -0.0015874702651748421 0.052378265193757836 0.099258028923430719 0.12162589802822169 0.12645731421014836 0.10688438483708734 -0.07925942543274464 0.086973209963984888 -0.10606800733337352 -0.06132598098111746 0.031753432858467039 -0.04538938892837311 0.098067340681398163
leaf_weight=45.092555652488954 74.187561426719185 48.5533499752637 96.289062712370651 445.12761508723634 6.9319852190674274 22.376956079795491 57.464552849094616 16.690778159303591 7.6483780397102263 48.512559532828163 42.736128188727889 224.04864257956797 130.14586785295978 80.372277184171253 76.714072569753625 67.103565600846196 1.545879799872637 5.9118242808617678 4.548418565420433 3.2592931278049937 6.2539252592250696 44.227731958962977 159.91885995765915 337.46971809543902 1.4284947919659305 53.512179698678665 11.74923557450529 22.232145484886132 8.4438366745598596 80.075587640050799 58.793797798127343 6.40224222280085 39.753454282297753 130.49957456873381 2.4466972574591646 12.159474758431312 103.78398604066751 8.2765250308439153 51.271076995937619 54.909766238713928 7.67481889901683 11.760035368613897 21.641194972093217 10.721079299226401 57.088134016492404 16.833282621359103 1.176985724014229 25.867687084071804 2.4101128731854251 10.357824790407902 9.5004793715197611 62.546108381866361
leaf_count=2123 3070 1088 7701 36590 700 1447 3771 883 282 2610 3378 20671 7742 7844 4231 4602 13 108 191 87 184 3140 7100 10732 45 3423 661 1052 108 2099 4333 163 1952 8720 9 207 3030 209 4596 4468 227 215 502 192 1721 1348 39 2386 55 387 508 2179
internal_value=0 0.0668414 -0.0837165 -0.100132 0.000700121 0.0149321 -0.0680119 0.0927709 0.100757 -0.127045 0.0401381 -0.0864462 0.0826764 -0.0428777 0.0407509 -0.13525 0.119845 0.0828351 0.0861201 0.087568 0.097306 -0.0817091 0.0792644 0.126173 0.0550556 -0.0133248 -0.0991976 0.0610382 -0.00037807 0.067556 -0.0618605 0.0915927 0.0879129 0.0226989 0.0141381 -0.0179803 0.114974 0.080216 -0.0169098 -0.0221804 0.065863 0.0393715 0.083814 0.0643477 0.097996 -0.034495 -0.057389 -0.0705181 0.0665491 -0.00934308 -0.00169281 0.117405
internal_weight=0 1639.51 1296.94 1111.91 461.732 185.028 506.942 1177.77 971.938 604.971 242.38 379.132 499.184 219.353 150.902 512.231 472.754 69.0713 481.178 476.629 335.762 92.7403 166.173 403.683 205.836 127.81 34.1262 189.145 18.1489 170.997 155.083 66.2132 90.9209 173.236 20.518 14.6062 169.589 9.70502 113.113 106.181 51.1675 28.9353 69.1439 140.867 63.4904 74.2978 2.72287 106.24 47.5027 18.0062 17.1753 166.33
internal_count=175122 77524 97598 88189 34772 9409 41247 42752 35454 46942 14778 32705 21374 19994 7301 41192 14080 1412 20705 20514 12580 5750 7284 12668 7298 8542 2108 6415 362 6053 12034 1936 3954 12098 324 216 5296 254 9764 9064 2002 950 2680 7934 1884 5119 52 10230 2178 669 735 5209
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 1 3 1 3 2 2 2 3 0 1 6 6 6 0 3 0 2 6 0 2 7 7 1 6 0 1 0 1 6 0 6 12 3 6 2 9 7 1 6 6 6 16 3 3 13 6 7 12 2 9 2
split_gain=1059.57 193.655 132.495 60.6623 56.104 25.0184 24.1957 17.8149 15.8969 12.8642 11.4666 8.95075 11.2841 9.57102 9.05815 8.76082 7.61826 7.3556 6.49224 6.41782 6.28155 6.14525 6.05667 5.02809 4.64897 4.40804 5.75419 4.33084 4.30899 4.06381 6.20025 8.83169 3.9632 3.70072 3.6506 3.44438 4.58503 3.65054 3.25672 3.05868 3.52008 7.57976 3.2491 3.04419 2.9832 2.96025 3.75033 2.9526 2.93784 2.93168 2.90302 2.7139
threshold=0.048624260351061828 0.12402287125587465 -0.13474783767014739 0.048405112698674209 -0.057050514034926884 0.33111430704593664 0.11248610541224481 0.015890657901763919 0.017237047199159864 0.0021694503957405691 0.25804927945137029 -0.20176546591265473 -0.2017689316458654 0.19673894234745734 5.4815567636978819e-05 0.06100082769989968 0.0080999508500099199 0.12513389438390735 0.20247968868479174 0.0032694389810785656 0.23393800854682925 0.00029508143065705005 -0.0027391882008957181 0.50343078374862682 0.18692395818338947 0.00025667934096418327 0.64208054542541515 0.018133795820176605 0.11874068155884744 -0.25242088032764259 0.0001767967551131733 -0.24580242787796353 0.41110965193538246 -0.33776553662028158 0.22240064419606326 0.000221014503040351 0.01513274373504613 0.019198010867284409 0.48238734900951391 -0.11787530759570584 -0.016232804356215876 -0.019594419778145408 -0.027104608207318453 -0.023887955583631989 -0.38228829205036158 0.0095973003027432693 0.2711441326513287 0.072422769464361603 0.56547154066103567 0.0061433615628629932 0.014188599640959766 0.012003259267657997
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 17 9 16 10 11 22 45 15 12 29 38 -14 21 -2 43 35 -9 28 -5 49 -21 -19 -20 47 -11 -8 -3 -31 -32 -16 -34 -26 37 -37 -15 -13 -40 41 -41 -43 -4 -18 -1 -47 -27 -35 -6 -50 -24
right_child=2 7 3 6 8 -7 20 19 -10 27 -12 13 14 18 32 -17 44 24 25 23 -22 -23 51 -25 34 26 -28 -29 -30 30 31 -33 33 48 -36 36 -38 -39 39 40 -42 42 -44 -45 -46 46 -48 -49 50 -51 -52 -53
leaf_value=0.12069865791775135 0.085402466484809758 0.11216002568769046 -0.045746634480040675 -0.052126418012100752 0.026704628143057775 -0.10217793687734684 -0.087390691429143783 0.10728679630002065 -0.068713164562921841 0.049455003466451125 0.031183232726607241 0.082407439068712868 0.15583487974222693 0.075238778899134828 -0.065896473798196353 -0.085709888940380619 0.050266666634787516 -0.12014923883257385 0.14676869519392355 0.031357492557271043 -0.10676456927774464 -0.0070462401861287327 0.027167017945330746 0.069976521247903933 -0.068593091005030124 0.054973568282999999 0.097260104350953377 0.010568207244839405 -0.042538685637593998 0.12061632928356525 0.018379627625711881 0.099762220677109367 0.091166982893713763 -0.13741284126250539 -0.1130841077486789 -0.013900695081566989 0.087141025353583049 -0.092258920291650656 0.12595374065021642 0.10134301293561448 0.11022681453010941 0.0098994027684120699 0.076068031842623743 -0.093801247118416073 0.0094794779694879223 0.077898877374797393 -0.10418444903999123 -0.03805748925774402 0.03670183343656841 -0.050700635414424933 -0.057001792070691441 -0.0091892916549617364
leaf_weight=21.926571410207544 27.145791007846128 34.016545579652302 14.909821479930541 57.031533138819213 5.5082410319591864 14.056886639009461 45.524983814095322 19.778653306217166 77.116378699887719 56.444198303768644 25.798657575258403 72.265514049475314 4.1411157893016926 26.630101631628353 7.2572225155308869 33.923100599138706 27.766226238978561 356.28889008512488 11.347831541206686 86.201492864769534 69.248848710834864 64.359334974142257 28.471172690100502 55.411113930247666 34.31192608235142 20.135011808954008 58.304147996961547 58.145569727457769 40.558439241111046 18.277372836600989 31.107703997753561 23.334809154970571 5.3851256892085102 1.4818138326518262 40.191450581456593 16.041988156735901 6.2174784932285538 1.3535065008327354 62.326330789248459 119.8690868729027 210.95889738656115 14.023432100890206 15.75858481088653 117.27567027586338 50.604110636530095 15.20111615775386 1.2069755629636336 4.0936738238669923 11.174064473714678 43.104578375685378 4.6752675808966151 73.49810478361178
leaf_count=772 1145 1345 1392 5707 606 1338 4870 721 8961 3793 2260 5134 44 676 233 3683 1710 35247 158 6402 7284 6211 3035 3446 2405 1132 2174 4719 3674 340 875 1024 123 32 4295 622 166 28 2709 5279 8515 509 449 13304 3779 774 48 206 318 4363 244 6843
internal_value=0 0.0598597 -0.0758296 -0.088977 -0.000333408 0.0230636 -0.0553781 0.0841919 -0.0317961 0.0465115 -0.0305383 0.0904489 0.0676102 0.0954785 0.0175334 -0.040793 0.0397625 -0.109054 0.0727786 0.0539388 -0.0843338 -0.0282302 -0.0128842 0.0464754 -0.115391 0.0883069 0.0802391 0.0297276 -0.0662716 0.08361 0.0702311 0.0532823 -0.0016545 0.0189042 -0.0926152 0.0437427 0.0143687 0.0670844 0.102082 0.10544 0.101889 0.090124 0.0449355 -0.0883878 0.0239382 0.0966454 0.0644076 0.0392388 -0.00361901 -0.0419235 0.00902839 0.000964807
internal_weight=0 1322.19 1019 899.423 380.623 119.573 336.445 941.568 227.698 152.924 181.113 780.177 140.851 639.326 34.1146 155.314 105.516 562.978 144.124 161.391 155.332 121.391 150.582 141.613 430.792 93.8807 82.5328 114.59 86.0834 106.736 72.7199 54.4425 29.9735 22.7163 74.5034 50.2431 22.2595 27.9836 495.202 422.936 360.61 149.651 29.782 132.185 78.3703 38.3347 16.4081 24.2287 17.3311 48.6128 15.8493 101.969
internal_count=175122 76818 98304 90332 33914 7972 33689 42904 23808 10106 17861 32335 4578 27757 994 15601 6634 56643 5162 10569 15828 11918 14847 9848 41947 3670 3512 8512 8544 3584 2239 1899 950 717 6700 1492 788 704 22595 17461 14752 6237 958 14696 5489 1594 822 1338 594 4969 562 9878
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 2 1 0 1 0 4 1 1 4 2 1 0 2 4 7 4 14 8 5 0 14 13 2 2 0 5 8 2 13 6 6 1 2 0 0 7 4 1 0 4 13 15 5 1 0 0 1 5 1 0 2
split_gain=695.124 118.62 92.6342 43.5499 32.9252 31.8177 29.9709 17.2542 16.9846 21.7584 16.8616 10.2059 7.62686 6.73877 6.58696 6.27671 6.06729 6.46522 5.99087 5.53529 5.765 5.33908 5.11598 4.88752 4.57124 4.30902 4.27358 4.21838 4.08145 4.06951 6.5343 4.1855 3.91471 3.76502 3.29664 3.17278 3.09689 3.06834 2.92754 3.29174 4.73967 2.9431 2.87666 3.27691 2.7411 2.73867 2.70071 2.68258 2.65452 2.61225 2.60067 2.59845
threshold=0.037426829338073737 0.12231905013322832 0.20198223739862445 0.013796676881611349 0.065481714904308333 0.0035543187987059359 1.1834401563996646 0.037724694237113006 0.088406432420015349 1.3509307227589595 0.0019148680730722847 0.28994657099246984 0.15601649135351184 0.44275076687335974 -0.75686972453991241 0.0038189573882750727 -0.11422554359280236 0.34207118405859999 -0.0027094455397667608 -0.23065246324621308 0.12401537969708444 -0.27130460987041322 0.063933538390916103 0.0086150281131267565 0.99310445785522472 0.10509701818227769 -0.52821417683806626 -0.010346924919454362 0.0095367031171917933 -0.015105468221488576 -0.023207334155887972 0.016145993193863509 0.28994657099246984 0.0090633924119174498 0.00025667934096418327 0.24999728053808215 -0.0030772252695861228 1.4527126965909007 0.7079625427722932 0.00059943992528133105 -1.0987323579391235 -0.04315349961569466 -0.027255496829547088 -0.37108778954159743 0.12128393724560739 0.0016975908074527981 0.015637677162885669 0.0076155546121299275 0.48108412078677532 0.0024327716091647749 0.00010804989506141284 0.979864001274109
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 5 14 15 21 10 23 9 13 27 12 22 45 -2 -5 17 26 28 -9 33 -1 -6 49 37 -17 34 42 50 30 -20 -32 46 -21 -12 -13 -35 -11 39 -28 41 -41 43 -4 -16 -3 -10 -25 -39 -7 -8 -50
right_child=1 8 6 4 11 7 18 19 32 24 16 35 -14 -15 44 25 -18 -19 29 20 -22 -23 -24 47 -26 -27 38 -29 -30 -31 31 -33 -34 36 -36 -37 -38 48 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 51 -51 -52 -53
leaf_value=0.12014173563976366 0.0772931283628321 0.071050263641418698 -0.037499029994711011 -0.077706345525518486 -0.027129900123025803 -0.073162221719364914 0.084841789164755529 -0.023047995008485606 0.0095570743896965238 -0.01505530629819847 0.13694727076292357 0.04311404130398834 -0.073635854904905859 -0.12363725910424146 -0.0157120573295149 -0.02090104362625721 0.053816507162870668 -0.14938337087606166 0.12138963433023908 0.062044940889361938 -0.053727434740716722 0.056621655945515263 0.012742106237988937 -0.089760423380796969 -0.083154303216166389 -0.077533121611191802 0.12859914425201011 0.11153999470938102 -0.066578164074741195 0.079814031684363684 -0.06963965566001637 0.059004116245607086 -0.019969985623607103 -0.011801125116006823 -0.040688086460347855 -0.053440013232622853 0.030120572474435184 -0.096413147748390826 0.10816778154193829 0.086131414893533015 0.079426728294852367 -0.040780067103330514 0.099084540782763117 0.070150801455321585 0.051382541959957263 -0.096481527515242804 -0.072011788863418622 -0.041906455279791088 0.078216623740059971 0.017604407607655234 0.023251039583451392 -0.053491808939223055
leaf_weight=18.125459482180304 40.280173682345776 0.97075911890715261 3.2195748991798636 131.18732084332441 76.357249084125215 3.8313233498629442 7.4406333793885997 30.5504173640511 4.351442837069043 29.083115517219994 1.3560219695791591 40.533774249910493 22.222716475400375 208.34419577461813 14.725449902703987 42.013663131685462 124.00434066608432 1.1563542089425016 4.4572508592391378 27.784626170760021 8.8847271220292878 49.198812184971757 55.598932937195059 15.25029712601099 34.931685374845983 19.748517283966066 10.744956254493443 223.33088051885716 4.7607440705178297 43.045065577200148 6.8415949610061926 3.9900589135941118 25.289669545280049 22.947432584667695 4.3461978756822646 3.7002357665915033 75.795920675365778 11.760427978355439 53.57891170673247 2.6438999749952927 54.830549486068783 5.8121047283057035 42.628420148394071 22.648391175316647 10.357408872710947 140.71960809012671 59.612872714402329 50.713497201897553 1.9438938441453482 17.97824161198514 85.417958056903444 6.3295335122384131
leaf_count=641 1883 72 104 16636 8285 539 187 3133 430 1786 16 3917 2667 25714 1534 4727 9954 20 188 2844 1052 3218 5722 1913 2146 2220 247 8723 355 1603 185 196 2876 2293 208 332 7081 1327 2363 100 3572 243 1923 1082 947 17998 7142 5960 198 2330 4354 331
internal_value=0 -0.0605409 0.0571826 -0.0232991 -0.0359188 0.0126447 0.0774286 -0.0035724 -0.0930407 -0.10121 0.0883952 -0.00731441 -0.0194625 -0.112182 0.0522508 -0.0653297 0.0697858 0.0845034 0.0387258 0.0153915 0.0240657 0.0737498 -0.0103306 -0.0394255 -0.0555033 -0.0390261 0.0865516 0.104872 0.0235679 0.0640771 0.0197299 -0.0222323 -0.053295 0.029535 0.00184599 0.0350191 0.0203778 -0.0358154 0.0903358 0.0774076 0.0686829 -0.00100279 0.0831101 0.0567361 0.0120098 -0.095325 -0.0664616 -0.0529909 -0.0659132 0.00161316 0.0282014 -0.0224458
internal_weight=0 980.063 1027.31 456.725 391.362 321.061 706.254 253.736 523.337 434.083 550.301 198.413 154.179 350.035 65.363 192.95 258.473 134.469 155.953 165.963 135.413 67.3243 131.956 87.7734 84.0487 61.7622 133.313 291.827 97.6193 58.334 15.2889 10.8317 89.254 126.528 5.70222 44.234 98.7434 49.117 127.61 74.0315 63.2866 8.456 68.4964 25.868 25.0829 141.69 63.9643 65.9638 20.0339 21.8096 92.8586 8.27343
internal_count=175517 108890 66627 48870 44506 31004 35623 27145 60020 49572 28555 20923 16674 43784 4364 23583 16723 6769 7068 16403 13270 3859 14007 10742 5788 6947 6749 11832 4896 2172 569 381 10448 12218 224 4249 9374 3642 6525 4162 3915 343 3109 1186 2481 18070 7572 7873 1856 2869 4541 529
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 0 4 4 0 7 1 1 0 0 0 4 5 0 8 1 8 1 4 4 0 5 0 5 15 6 10 5 1 4 6 6 7 10 4 5 6 7 4 1 7 6 15 1 6 6 9 11
split_gain=496.486 120.276 52.5209 49.2945 21.0117 19.8895 17.9351 17.1616 10.7576 9.62176 7.69092 7.33525 6.42945 5.73402 5.61185 4.70642 5.41918 4.62516 4.21335 4.07677 4.26594 4.04776 6.01748 3.92595 3.71983 3.2662 3.2595 3.21533 3.14987 2.92273 2.90802 2.80297 2.78511 2.74091 2.73235 2.9284 2.43673 2.42697 2.38841 2.31309 2.28859 2.24122 2.21546 2.13826 2.10433 2.07095 2.05091 2.00902 1.99286 1.9133 2.46425 1.83487
threshold=0.1399464085698128 0.016120052896440033 0.036984816193580634 0.50343078374862682 0.0024284975370392208 0.094182714819908156 1.1605441084291281 -0.75686972453991241 0.12612038850784305 0.0015901243501307654 0.0049247050192207107 0.94509240984916698 0.0016975908074527981 0.28632213175296789 0.0024284975370392208 -0.062731898024708854 -0.51487443995467141 0.00046471082896459853 0.024251708186102099 0.97003683447837841 -0.019746654435455219 0.018122711218893531 1.3784032573962348 -0.14336891463577689 0.23764131963253024 -0.18847396803931288 0.0038595582591369752 -0.42769693944491965 -0.23896540124209129 0.19877297345812991 -0.0039550739315725421 -0.025342746028731215 0.28994657099246984 0.38508148486909094 -0.24580242787796353 -0.2546090554384442 0.0040719727427360056 -0.00294715875521943 1.1605441084291281 -0.038188477752800647 -0.20176546591265473 0.0038189573882750727 1.4527126965909007 0.040689501911401756 0.00059062742532469228 -0.3113467720629145 -0.24870192311016634 0.049140419811010368 0.068496023971923434 -0.155888948702925 -0.00088835389793077578 -0.00059507799594784075
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 7 13 4 18 9 11 14 15 -4 -9 23 30 21 46 16 -6 -12 28 39 -21 22 51 -5 41 -16 -25 37 -2 48 -8 -11 -18 -29 35 -28 -23 -13 -15 -14 -17 -7 -24 -27 -10 47 -1 -33 -22 50 -35 -3
right_child=3 2 5 6 8 24 12 10 44 31 17 27 19 38 25 40 32 -19 -20 20 29 36 42 26 -26 43 34 33 -30 -31 -32 45 -34 49 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.009656872237925003 -0.025339778124053206 -0.077454043035871001 -0.040291320692736249 0.092098901815381107 -0.051044470495632981 -0.068531977304056454 0.046729887367341801 -0.079005621051617847 -0.068348558157323769 -0.018791149057113467 0.080840087361553473 0.089624403732086341 0.04419322140120964 -0.11370456574535595 -0.019532681610717795 -0.050456521588197682 0.025330842832396856 -0.00042298382901453284 0.13093372934943737 -0.0065615861457660116 0.060117415285309832 -0.07480431647654813 -0.026162481149019114 0.086179065035172198 -0.091877115089113962 0.0074763432243870123 0.095046859877310444 0.1137166108512625 0.072490823871031715 0.0071341746978418391 0.097092206133113229 0.14393519500703275 0.060117567591654653 0.0049288623512125929 0.057952222250369112 -0.04861230746779794 -0.040567720966591163 -0.042971674730890044 -0.081765112418382621 -0.022718586839188079 0.0044687698256333291 -0.032955488679919452 -0.075343801464209006 0.062052158698678694 -0.01695703977450318 0.0083777889732711865 0.097765552522526583 0.028321665284594167 0.1275495384661279 0.095928804022243172 0.095510495674418092 -0.10186427050997696
leaf_weight=2.8854187076212829 3.6002621490042648 40.30780957675961 99.619567612964602 78.792253041054209 7.498676137533038 46.816202881665959 20.615761627093889 11.726076951112189 17.128733290737728 41.274023946054513 7.7950123248738228 2.8719080945011228 7.0977183422073749 97.997304987977259 8.2429595238063467 8.7842869448941183 69.273068769085512 67.660589916980825 12.175260967109351 13.642283455585128 33.753960744710639 64.257720394747594 17.66118955129059 43.97584336111322 43.28530864539789 9.3321481586754071 1.9705267231911419 111.09621706826874 37.365060594587703 9.5365329151973111 25.983580297091976 2.2168467017618232 34.488745303162432 5.8140859045088291 82.063245472469134 4.9392823495436451 30.842258989618131 2.6279962442349634 31.078491730004316 18.845283937116619 54.909822526853532 28.564588266628562 19.072988441505004 31.172099110728595 14.912440842264912 67.565133858639456 31.813233916123863 4.6279719841259066 5.0429822567384681 54.923879416310228 6.1993211200460774 135.30378158913663
leaf_count=124 144 6387 12973 4731 563 7019 746 1616 2270 5579 558 104 619 13532 631 848 6545 8702 235 930 1806 9775 1287 2046 6216 805 207 4561 1956 324 705 89 2852 256 8010 284 4261 105 2548 1714 7517 3948 2048 1995 2038 7451 1192 419 310 3435 202 20299
internal_value=0 -0.0486625 -0.0654854 0.058857 0.0232051 -0.0356335 0.0763613 0.0273026 0.0088024 -0.0175136 -0.00372562 0.0870954 0.0448125 -0.0883219 0.0597139 0.018559 0.0309671 0.00798886 0.0792856 0.0288865 0.0428153 -0.0808833 -0.0885683 0.0743978 -0.0685022 0.0378129 0.0638964 0.101736 0.0638857 0.0567494 0.0748377 0.00210422 0.0369016 0.104063 0.0528681 -0.00750649 -0.0637105 0.0263316 -0.106026 -0.00439471 -0.00311802 -0.0550616 -0.0517221 0.0494866 -0.0444526 0.0136963 0.0904474 0.0660387 0.0689364 0.0880144 0.0517433 -0.0962698
internal_weight=0 941.119 770.491 789.929 260.136 333.97 529.793 170.628 206.996 215.304 87.1817 395.275 134.518 436.522 83.4459 174.955 111.26 75.4556 53.1406 87.9188 61.9758 307.446 212.346 211.741 118.666 48.7472 132.949 183.533 40.9653 48.3335 46.5993 115.684 103.762 178.034 88.9731 6.90981 95.1 5.4999 129.076 25.943 63.6941 75.3808 36.7342 40.5042 32.0412 74.41 34.6987 6.84482 38.7969 66.9373 12.0134 175.612
internal_count=175517 119454 103831 56063 24968 43694 31095 15623 22633 26511 10876 23941 7154 60137 4747 18325 9960 9260 2335 5703 3370 44057 30021 15278 17183 3431 10547 8663 2100 2440 1451 13538 9397 8454 8501 491 14036 209 16080 2333 8365 10967 3335 2800 4308 7959 1316 508 2116 3893 458 26686
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 3 2 2 2 3 4 3 3 4 13 2 9 3 11 3 10 6 11 4 16 2 13 4 2 3 4 2 14 13 2 3 13 4 16 11 3 7 13 2 16 10 10 13 13 7 11 9 14 3 6 14
split_gain=418.082 92.3229 36.642 27.9043 24.3451 18.314 17.9079 11.3099 11.2492 6.72026 6.70959 6.16151 5.97222 4.73878 4.22171 3.50023 3.2998 3.21445 2.90636 2.89901 2.85091 2.75041 2.74024 2.73211 3.86146 2.73069 2.71737 2.49141 2.4849 2.44744 2.31066 2.22561 2.02264 1.99399 1.98733 1.91391 1.89594 1.8785 1.74621 1.74074 1.87134 3.18702 1.82556 1.69585 1.69261 1.59566 1.58079 1.52575 1.49394 1.4864 1.4855 1.48244
threshold=0.033749023452401168 -0.035832209512591355 0.0040465043857693681 0.21129776537418368 0.28247310221195226 -0.09359809546731411 1.3784032573962348 0.062863306142389788 -0.2343193092383444 1.3509307227589595 0.043261462333516403 0.015322910621762277 0.075365835139879669 -0.31070271087810392 0.028449286964301639 -0.0043620094656944266 -0.0095219570722123378 -0.24580242787796353 0.005506192163035579 -0.23430934883547497 -0.021806499602648566 0.48521856963634497 0.0923414649027373 1.4527126965909007 0.0011745974188670518 0.26917649449023889 -0.10568678228940899 0.00095038377912715088 -0.027497630541794774 0.017247106791042948 0.095234625041484847 -0.29840000020340079 -0.16282870719909318 -0.93997239761108464 0.044162525562322801 0.0093333792826490302 -0.09997690841555594 0.0050177248404652793 0.12312250973301771 8.205641279346311e-05 -0.032449462550034391 0.00046717216808532075 -0.01199691283966859 0.011515737895253798 0.19800466957102961 -0.0065163295599673238 0.018618210025102139 -0.022014037378666317 -0.0094875148414824383 0.26917649449023889 0.062443242590016497 -0.088924859539100634
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 8 12 13 10 19 21 20 29 14 17 31 -13 -8 -1 26 -2 -3 -5 30 24 28 -9 -15 39 -18 -7 -10 -4 -22 -17 44 -19 -25 -35 -30 40 41 -28 51 -14 -12 -26 48 -36 -31 -11 -20 -41
right_child=1 3 5 9 -6 11 16 25 22 49 34 15 43 18 -16 33 23 35 50 -21 32 -23 -24 36 45 -27 27 -29 38 46 -32 -33 -34 37 47 -37 -38 -39 -40 42 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.06929882005619363 0.065116514822401592 -0.067310319332755233 0.06778823879542803 -0.087305464774140307 -0.08475076113004093 0.0053489099103946692 0.012448779617546811 -0.065330684418992313 0.00069876355192152609 -0.05097165426755712 -0.038578846609067657 0.009359432218712516 0.12284385119982413 0.099087775499476144 -0.022343411979415768 -0.068743932739449731 0.059661960705177923 0.1121364600528318 0.071877552369300227 0.01655838340619566 -0.064526002629280321 -0.11189563191920093 0.02232062407478818 0.09780820130753004 -0.14405737192621274 -0.098779037052158875 0.05567457124501593 0.052883016838268598 0.028982490239317885 0.058144802217920559 -0.039378285616600651 0.040841935796657874 -0.024638855763322403 -0.032556579696284914 -0.052028765350945555 0.031171244061892048 0.042285435035210754 0.015561512848430985 -0.064994108947950477 0.072137867254946697 0.086132372213627531 -0.084273548326889602 0.097489847942045516 0.021420330337862076 0.0019713564665290932 -0.012762537434716096 -0.026457604724433773 0.016432882857907862 0.023878959671181053 -0.08438066335033978 -0.006165251917419446 -0.012848240690152222
leaf_weight=24.948129974654876 50.086592786145047 56.66626382600225 57.861085694508802 68.960253856341296 24.976790782555327 28.643708942370722 34.311700075282715 76.732088194985408 50.658227555293706 33.284551913151518 32.329631177533884 58.735106822605303 15.223369447514417 49.422502177767456 7.7957952353171995 9.3028015301824762 27.848360852338374 94.457856257096864 3.9786146709229779 16.312499438150553 17.916026169637917 136.26884470904406 39.024501491134288 15.715185256907718 1.3772826183121649 35.966944355295709 6.392120669421276 46.442411450931104 6.3208946336526406 33.701343241453287 20.073970373894554 65.454075552261202 43.827024475314829 25.039983477516216 3.7211319096968536 3.0294738591182968 10.168824086606035 11.985183945158495 2.8560339759569615 10.576783763070123 8.6639269435545412 2.1639675336191431 53.016546630387893 1.857856286689638 15.095883074223819 2.7633102191612116 3.2529985446162746 25.169748090702342 20.495853055115731 22.355391081946436 6.2525610208031139 2.5396912610158315
leaf_count=831 3465 9059 4853 11964 3936 3772 2259 12951 6110 3469 4776 7041 314 3563 482 1083 949 5644 425 2229 2785 23736 4699 820 47 5208 379 4580 128 3644 2888 6742 6764 3911 384 145 759 1745 122 715 463 69 3791 113 2124 179 293 3556 2722 1889 529 175
internal_value=0 -0.0506173 0.0542095 -0.0712243 0.00760824 0.0298577 0.0742045 -0.0508071 0.0207108 -0.0952801 -0.0362098 0.00940166 0.0562401 0.0860722 0.0489817 -0.00685032 0.0376796 0.10142 0.0761447 0.0531946 -0.0511106 -0.103641 0.00105383 0.0505845 0.0345537 -0.0760192 0.0791044 0.0714828 0.0447987 0.0292318 -0.0106822 0.0534934 -0.036228 -0.027397 -0.0130839 0.109626 0.076039 -0.0169806 -0.000333214 0.0818329 0.0534164 0.0201792 0.0892159 0.111846 -0.0256755 -0.0568598 0.0411342 0.00758875 0.0451984 -0.0644174 0.0242547 0.0556872
internal_weight=0 769.426 752.595 568.294 201.133 339.349 413.246 307.425 176.156 260.869 194.726 191.157 148.192 311.885 131.111 105.063 101.362 122.435 189.449 66.3991 118.409 205.229 109.757 67.0499 41.1659 112.699 179.218 129.795 37.0253 86.0939 70.7322 123.315 61.7431 46.328 76.3164 97.4873 25.884 37.0252 9.17693 83.353 17.22 8.55609 66.133 17.0812 47.4255 4.14059 57.4502 28.8909 54.1972 55.6399 10.2312 13.1165
internal_count=175279 111992 63287 88665 23327 36715 26572 47607 19391 41058 29448 24211 12504 21309 12077 13780 5263 6620 14689 5694 18608 35700 13697 3004 1425 18159 13735 10172 1199 10431 8998 11595 9549 6739 10840 5789 1579 5656 250 5592 911 448 4681 427 6900 226 6659 3940 6366 5358 954 890
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 1 1 3 3 4 1 3 2 1 2 4 14 3 8 5 3 1 3 1 10 5 3 2 2 3 4 2 2 4 9 5 5 11 4 8 5 5 9 5 14 12 12 1 8 2 4 4 15 14 10 5
split_gain=327.842 64.5398 57.8156 27.1356 22.8267 13.403 8.23322 7.29832 7.03418 6.37431 5.99147 5.83217 5.7384 5.2115 4.68557 4.51251 4.33394 3.98233 3.7797 3.46769 3.23377 3.79562 3.05195 2.73758 2.60049 2.47923 2.28492 2.26846 2.15349 2.13623 2.12488 2.12307 1.87048 1.85745 1.83053 1.76423 1.7406 1.86105 2.62371 1.73179 1.70648 1.8431 5.36099 1.6751 1.77339 1.57126 1.49626 1.47067 1.43181 1.37636 1.34129 2.01174
threshold=0.043351052328944213 0.208900161087513 0.040689501911401756 -0.064594632014632211 -0.055375449359416955 1.3784032573962348 0.94509240984916698 0.049281807616353042 0.21129776537418368 0.19520585983991626 0.12513389438390735 1.1834401563996646 -0.27130460987041322 -0.051936245523393147 -0.0083964386305106671 -0.41453017694931998 -0.33776553662028158 0.97902131080627453 0.14900439081247899 0.070579212158918395 -0.0095219570722123378 -0.20157481225022586 -0.28634691098704929 0.0090633924119174498 0.095234625041484847 -0.31070271087810392 -0.048410987388273964 6.4150719936151299e-06 0.0050254752859473237 -0.87633865293242363 0.044849140858963715 -0.49297770557023202 -0.22843498886419458 0.0029277975742202349 1.4178856183068673 0.0045323540596436977 -0.061767677119131913 -0.061768779134138203 0.0078618502894096717 -0.063304306755261788 -0.10762192165810376 -0.29624285327850775 -0.20311406983469787 0.0080435224808752554 0.0017103359363824812 0.48521856963634497 -0.084631854761030967 -0.1487793873844491 -0.16080756753288697 -0.17992461747025609 0.016766142267228772 -0.037906012436521426
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 10 16 12 6 14 19 9 18 13 30 -1 29 31 25 -4 27 35 28 -19 34 39 47 -18 -8 -25 -7 -6 -2 45 -3 48 -29 -22 -5 37 -17 -39 -14 -23 -42 -43 -30 -45 -12 -34 -16 -24 -33 51 -13
right_child=2 5 3 8 7 17 15 -9 -10 -11 11 50 22 -15 23 36 24 20 -20 -21 21 40 32 26 -26 -27 -28 33 43 -31 -32 49 46 -35 -36 -37 -38 38 -40 -41 41 42 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.087985489077128498 0.062081579708722572 -0.026381504446883731 0.051921333483929299 -0.042679724100933042 0.021128722244156774 0.11699204401154191 0.083846949403616644 -0.06583333452833455 -0.077596574886167613 0.0093603228008906688 -0.088921338094817892 -0.0401854335435754 0.029501825694476631 -0.068235027403606582 0.10443393430999388 0.095535217558138263 0.022249738659428257 0.016372678481424568 -0.080187034968691839 0.016236581764821175 -0.18055805454361074 0.086309826120642363 -0.063214342416113831 0.07502378213637273 -0.019706704268547828 -0.04654411823190107 0.034300182214447326 0.0017361469636571266 -0.069241928127503391 -0.032296341701069917 -0.020621272354254115 0.06674651261870744 0.035394810965476017 -0.11288329923463132 0.015941078260995941 -0.016452632270993965 0.11483165460980085 -0.00074998174821314361 0.14148111223303098 0.076034453870361784 0.12965319255345595 -0.18547203573200266 0.050286176512285119 -0.035348422109648649 -0.0008627056245695164 -0.10906709272883475 -0.0040349749854819029 0.077443397250667123 0.0056277623533669378 0.038648282846376752 -0.0359638981596608 -0.085375879460349302
leaf_weight=20.199222532828571 4.3480785838182783 3.8508253139443687 32.828853059028916 80.441617543554457 10.917062516513395 1.5958253289572919 2.5768887216690928 26.998853962810244 42.904447048191287 30.218975752635743 62.2322416208699 14.118753219197968 14.435732222336808 68.212179943966476 32.95343677710116 83.542624642082956 41.363148680589802 22.142125858110376 21.184226313693216 38.894855577229464 0.87842354038730164 24.371766068041325 4.011731413658711 36.7907456391913 22.957994490621786 3.3126092955935738 22.099455224699341 22.269250436627775 8.1269545769973757 5.3054150035604817 3.3139642627211279 28.782841480715433 45.097656376721716 1.4920620892662544 1.0012262486852703 37.697018563274469 50.754075063494383 4.5967941088601938 1.7890149997547267 18.014888745819917 2.5141479764133718 0.99414950818755343 20.874893795000386 35.711244416503177 25.594738953474007 105.5761724189797 12.229529241798444 53.308895026595565 12.065449669549706 44.505629120103549 13.450891279557252 32.966793846251676
leaf_count=1063 357 264 3104 13211 1756 65 115 4878 8543 4507 12085 1768 1483 12996 2175 5564 5169 1575 3660 5505 20 1017 395 3272 3509 183 3503 2090 1448 784 628 2067 4750 82 57 6054 3616 163 19 1262 81 17 695 5332 3984 21468 2140 5410 1640 4522 1445 3783
internal_value=0 0.0466715 -0.0519669 -0.0214099 0.00797697 0.0692324 0.077971 -0.0189027 -0.041429 -0.0322693 -0.0825281 -0.0905978 0.0391602 -0.0585048 0.0658282 0.0963767 0.0223672 0.036378 -0.0412988 -0.0082688 0.0482663 0.0622026 0.0298303 0.0764152 0.00727303 0.010587 0.0597564 0.00224773 -0.020132 0.0102485 -0.10004 0.0458938 0.0185329 -0.00553944 -0.0767124 -0.0343146 0.0999664 0.0915558 0.039376 0.0553615 0.067584 0.0488182 0.0394283 -0.0266232 -0.0209553 -0.101606 0.0269847 0.0877734 -0.0116007 0.0496968 -0.0638855 -0.0718455
internal_weight=0 739.296 619.121 309.596 272.298 466.998 368.864 146.244 212.446 169.542 309.524 231.659 126.054 77.8657 222.292 146.572 97.15 98.1339 139.323 119.245 72.7767 50.6346 105.855 145.153 64.3211 5.8895 58.8902 25.3571 80.35 9.65349 171.122 77.1393 73.4044 23.7613 1.87965 118.139 140.683 89.9284 6.38581 32.4506 48.755 24.3832 21.869 69.4329 61.306 167.808 57.3272 86.2623 16.0772 73.2885 60.5364 47.0855
internal_count=175279 72208 103071 47757 35636 36572 30873 22903 35975 27432 55314 41177 12733 14137 21213 9660 11782 5699 22925 18025 3462 1887 11670 14360 8678 298 6775 2237 12520 1141 34181 6853 8925 2172 77 19265 9362 5746 182 2745 1810 793 712 10764 9316 33553 6890 7585 2035 6589 6996 5551
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 1 1 3 3 3 3 1 4 8 2 4 3 3 13 14 10 2 6 3 14 8 13 4 4 8 2 2 6 15 13 3 13 3 11 2 2 2 15 10 4 1 2 2 6 3 3 2 4 10 15 1
split_gain=250.671 74.5258 28.209 22.1571 11.7546 9.89037 8.62926 6.15145 7.44185 5.4501 4.12779 5.21318 3.81985 3.75901 3.43748 3.22996 2.36853 2.23566 2.20901 2.04064 1.8251 1.8234 1.82072 1.72682 1.70934 1.85294 1.64435 1.64249 1.63195 1.62558 1.60025 1.59143 1.57803 1.53243 1.85831 1.52548 1.41912 1.40878 1.38914 1.35947 1.3574 1.35191 1.34747 1.29786 1.23705 1.21333 1.20229 1.12093 1.47535 1.97426 1.87075 1.11551
threshold=0.064125638455152525 0.12402287125587465 0.047591822221875198 -0.011948970146477221 -0.058852106769336381 -0.25341068161651487 -0.14985475142020729 0.54786482453346264 1.0104770854330811 -0.010346924919454362 0.20452654361724856 1.3509307227589595 -0.064594632014632211 0.073468158021569266 -0.016936503036411369 -0.18445401453648982 0.002314298721435259 0.20452654361724856 0.45005846856362025 0.14900439081247899 0.039567024565164428 -0.0042517232197407584 -0.1234211300414423 -0.70956377327452258 -0.044218375167034994 -0.026108577799049622 0.01831020507961512 0.99531114101409923 -0.23450681382960248 -0.19734244125038344 -0.19469691502235448 -0.21599018061533568 0.41319805596976716 -0.73054007161408652 0.0048461996522177605 3.7900208553764976e-05 0.12513389438390735 0.0029624926391988997 -0.083383049338057444 -0.0063751129841911154 1.4479182887617477 6.3125016822596089e-06 0.0077230217866599568 0.00085406008292920898 0.25677009137408041 0.090621800976805403 -0.569474574374908 0.011520642787218096 1.4426100435252922 -0.0017122506308127046 -0.025151948192498778 0.013478901237249376
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 10 6 17 9 15 18 24 16 12 -12 23 22 -6 -1 29 31 26 36 33 37 -5 -2 -9 -26 30 41 45 -3 -7 -4 -28 -11 47 -22 -16 -8 -36 -10 -32 -13 -30 -18 46 -27 -17 48 -35 50 -50 -24
right_child=2 5 4 13 14 7 21 8 39 20 11 27 -14 -15 19 44 43 -19 -20 -21 35 -23 51 -25 25 28 32 -29 42 -31 40 -33 -34 34 38 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.085435924981290351 0.050509379560034595 -0.051778719384356402 0.036953563612073498 -0.055707820120908746 -0.062929265783042351 0.087859743045178629 0.033148083869644865 0.086933893228151149 0.011347316107046031 0.098635115726841971 -0.098543267921460537 -0.099424181486551064 -0.068457048621202665 -0.070044052015820521 -0.0086635723257784524 0.06837282868486054 0.11443608513676314 -0.036428769812992423 -0.053886319516289173 -0.066179283665062552 -0.12713984138882448 0.010610840424349205 -0.048566432397400043 -0.042368447373359153 0.011195430824883711 0.038400993580943864 0.010329796543080159 -0.088795972756459757 0.082127294038271875 0.034912901267000994 0.038800079519215575 -2.6802656958950316e-05 0.073838822089589529 0.093342571081003634 -0.047137103106002512 0.046253897971278768 -0.041083986879969586 -0.022356584497081888 0.055801893209123113 0.042700637524770151 -0.041402973661304202 -0.041214245066867536 0.045497114003045638 0.052732141413895352 -0.035065769194193269 -0.10318450006700511 0.028021302131073806 0.057509334344460955 0.086667406786399254 0.098241365683889165 0.0058479242081079311 -0.014736000383554534
leaf_weight=16.012741504731821 4.0202389785845298 2.3177104553906274 22.581793037577878 19.800359945831588 61.823614242817712 6.5047917590709394 5.1658219058299428 44.193803031281277 27.96363473549718 53.373464323285589 135.80894676587923 4.5886684875003985 72.184593622052489 30.772023654775694 32.649363676988287 9.5378354959102563 5.7268305944744489 9.0234381870759517 3.3280156140099271 12.923266969424729 0.53221035574097086 63.723544086915354 11.963996139653316 3.9525295786152119 6.5595185367274089 9.0596246646018663 45.053251637873473 14.649888487125279 42.870552407315699 29.651054061192553 40.474701820498012 23.990560738944627 4.2680401802936094 63.976118693710305 1.8742435851600019 6.6683908700069878 23.018969197699334 38.905078259092988 4.2622700352221718 27.376528787775896 2.2122850440791799 30.501914142689202 13.216348980902692 8.5364550160011259 2.4999242947087614 0.63175075221806842 32.766177550060092 17.016879711656657 4.5894376195501536 9.0013347459025663 7.5777830232400465 52.433515984346741
leaf_count=844 359 161 2444 3923 12333 613 736 3806 2687 2916 31388 281 15113 6175 5549 779 252 1631 493 2589 14 9622 2552 668 622 521 6407 1560 5028 2282 5601 3680 585 4613 134 655 4586 5208 260 2432 248 3778 2107 745 265 43 3812 1911 165 251 385 9359
internal_value=0 0.0344905 -0.0592878 -0.00629134 -0.0294167 0.0581489 0.0167899 0.0455335 0.0570735 0.0741965 -0.080196 -0.088394 -0.0612038 -0.0401389 -0.0458281 0.0469022 0.0437483 0.0090829 0.0260515 -0.0304021 0.0825269 -0.000204157 -0.029197 0.00447295 0.0714125 0.0619111 0.0287611 -0.060658 0.0669642 0.0286028 0.041696 0.0179113 0.01585 0.0847218 0.0778498 0.0331594 -0.0220782 -0.0158399 0.0243169 0.0268663 0.0346282 -0.0488722 0.0735127 0.0776173 0.0331023 0.0290012 0.0371436 0.0810606 0.0857547 0.0627641 0.0364139 -0.0210327
internal_weight=0 772.398 451.718 283.581 186.011 488.817 168.611 273.713 171.872 215.104 265.707 185.549 80.1574 114.97 130.415 60.8167 46.2321 55.5958 101.841 68.5916 168.872 107.794 84.1979 7.97277 116.532 72.3378 98.5131 49.7405 65.7783 31.9688 49.1918 46.5724 49.3213 161.672 108.298 7.2006 55.6683 44.0709 6.13651 55.3402 42.687 35.0906 56.0869 14.2633 44.8039 9.69138 42.304 102.162 85.1447 21.1686 12.1672 64.3975
internal_count=175171 89212 85959 43275 32812 45937 21266 31193 17246 14744 53147 37007 16140 22009 25057 5700 3440 7755 13947 12724 11304 15566 15834 1027 12127 8321 13454 5619 7699 2443 6462 6124 6992 10635 7719 669 10135 5944 394 5119 5849 4059 7135 997 4856 564 4591 7325 5414 801 550 11911
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 14 3 0 11 14 11 15 3 4 4 16 6 11 14 8 11 11 4 12 16 3 5 14 12 5 8 15 15 6 6 3 10 4 15 14 16 14 4 10 10 11 8 5 16 11 14 16 11 4
split_gain=177.965 38.1488 20.6494 11.4543 9.18842 7.24028 4.87405 4.34471 4.00215 3.72572 3.31176 2.77595 2.74079 2.57752 2.05935 1.94915 1.70162 1.67184 1.64751 1.55349 1.81426 1.57901 1.65968 1.51334 1.42845 1.42776 1.42055 1.35113 1.42168 1.35081 1.29697 1.2559 1.95797 1.55323 1.21887 1.23805 1.20726 1.1942 1.155 1.1545 1.14753 1.1447 1.50661 1.19144 1.10122 1.08269 1.04961 1.02891 0.996338 0.942107 0.929914 0.916478
threshold=-0.012848454527556894 0.0093317669816315191 0.23061739921104166 -0.050109632063563926 -0.12591326201800254 0.00059943992528133105 0.0015536693237390884 -0.12469371187177213 -0.002189196901297923 -0.12415417017987074 0.020170746531221088 -0.5266505320690863 1.4426100435252922 -0.017683286116423946 0.24684218169385122 0.0011926897624863354 0.0045805398766221471 0.045015280506105031 0.00079266486212638081 -0.00075890789683626396 -0.24037651458222636 0.41110965193538246 -0.0055351980479783252 0.028888683300465349 -0.01397129485039615 -0.017740603014462588 0.25972399746167257 -0.40456314476753436 -0.0096537634399665711 -0.24870192311016634 0.061687870458997311 -0.2429948546858389 -0.25242088032764259 -0.14985475142020729 0.00076268087084105721 0.75612832413636122 -0.23097112015396079 0.10350757390964076 -0.031571292459978688 0.11955038686902762 -1.324069198088079 -0.0046410719336805349 0.00046717216808532075 -0.0059704322852829938 -0.0034627688192118075 -0.39437067416776211 -0.035195091203628508 0.0085581703793442872 0.25409908027139172 0.058523910081375662 0.0063874356767370669 1.4768670721517181
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 8 6 17 16 26 11 14 13 -2 15 -5 -7 31 27 34 -12 21 38 22 44 46 -17 -4 -6 30 -29 -8 -3 32 -11 48 35 36 47 -22 -21 -15 -31 43 45 -37 -9 -43 -10 -1 49 -33 51 -14
right_child=2 4 25 10 7 9 29 19 23 12 18 -13 50 39 -16 24 -18 -19 -20 20 37 -23 -24 -25 -26 -27 -28 28 -30 40 -32 33 -34 -35 -36 41 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.06598677020402817 -0.027892838310011232 -0.027742409478546028 -0.059971990395634611 -0.053128479515536002 0.012544466285445813 0.026600760528294222 -0.074857350053463528 -0.044765545297268956 -0.0364121440475264 0.080937427630502032 -0.04307158027009908 0.023115547416184812 0.0095821595404128115 -0.010628149773754559 -0.055760331795074905 0.018142446073308525 0.019956287151970092 0.12032768845565343 -0.063610151271193835 -0.028706558690943421 -0.022223787629675185 0.027119622205551881 0.011275913753830392 -0.044532301632648895 0.065259597336705888 -0.088849162889033564 0.047812787553121322 0.029368236371407053 0.060069696430007841 0.048339224308647177 0.072990959016209431 0.092094136877884605 0.0047173964577944399 0.053875254615484383 0.095759977822186038 0.044162623642900772 0.084336020877569126 -0.061651213702747489 0.0048854191389249655 -0.043484332595496993 -0.0013759651842325986 -0.076260597079506554 -0.073218764999658931 -0.041152192822837552 -0.0032674733071571885 0.089466057189230425 0.0041155814675508558 -0.069057813798192494 -0.025238947535550407 0.056268910162510545 -0.12673525561487475 0.053509483590324237
leaf_weight=1.3343404991319396 14.133572921869925 4.1381633022101587 21.246595054231875 33.950141335077205 29.176470334463374 24.737478165072392 2.169937271042726 12.916496686237226 10.143849003503421 6.4198177955695428 67.733914225420449 43.354778657478164 12.82988166797441 44.635474191531102 3.4435739883920169 15.056748027360301 25.78124896522786 10.805710291722788 92.901142201753828 14.023913112439912 29.047926060316968 19.816418619622709 27.050651734771236 26.280475458632282 11.244116246034535 91.883161217498127 18.767833154808613 20.033880469167343 61.699436103204789 5.4391481349011874 1.8283208294305948 42.275863692477287 7.0785716057289374 25.50546492666399 29.509148902114248 8.6100347716710512 43.629402789694723 10.446678192471152 37.748811035569815 14.054566506518311 31.1219802845917 0.39737926283851166 0.64209401037078428 2.0054874774068621 12.653770369975971 10.093883457651824 17.210742188814038 0.95092380139976729 0.81352358333970087 9.0126127814291959 0.3901292979135168 7.5329939151415592
leaf_count=76 2390 369 4757 7223 4049 2452 224 1991 1945 678 15596 6818 659 9036 307 1806 3921 229 20689 2051 6060 3319 4249 5868 1177 18451 2258 2385 7826 444 149 4185 498 3635 1318 443 2527 2305 5624 2926 4677 21 20 129 2179 402 3149 58 63 870 29 661
internal_value=0 0.0346003 -0.0461166 -0.0345271 0.0133702 0.0627575 0.0321072 -0.000106521 -0.00775905 0.0496583 -0.0462701 0.0105704 0.0564171 -0.0312025 0.0165082 0.0623389 0.0425599 0.0829254 -0.0549555 -0.0078606 -0.0165379 0.00307371 -0.00598774 -0.0274023 0.0383161 -0.083436 0.0263628 0.0491994 0.0525523 0.00147553 0.00324936 0.0692652 0.0410257 0.0741666 0.0787452 0.0713019 0.0806261 -0.0326755 -0.00422045 -0.0185069 0.00603979 0.0515679 0.0739566 0.0280035 -0.0242461 0.0830716 -0.010927 0.00969493 0.0840782 0.0858202 0.0228911 0.0258647
internal_weight=0 638.18 477.528 364.399 363.861 274.319 152.212 211.649 111.123 166.341 253.275 57.4884 138.16 92.6402 28.1811 117.407 113.481 107.978 160.635 163.705 91.2673 72.4373 52.6209 53.6351 26.3009 113.13 47.9443 87.6998 81.7333 38.7311 5.96648 91.1059 13.4984 77.6075 97.1727 67.6635 45.9147 39.4946 51.7727 58.69 36.5611 21.7489 11.1334 10.6155 25.5703 10.4913 27.3546 2.28526 52.102 51.2885 20.753 20.3629
internal_count=175171 76323 98848 75640 54080 22243 19995 34085 20170 17020 55470 9208 14261 19185 2759 12912 14650 5223 36285 27778 16040 11738 8419 10962 2983 23208 6307 10729 10211 5345 518 9929 1176 8753 4994 3676 2661 8365 7675 11962 5121 1015 443 572 4170 423 5094 134 5118 5055 1349 1320
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 3 0 1 1 1 4 9 0 0 7 3 1 4 0 5 7 0 5 4 1 4 1 4 4 0 7 5 3 1 1 4 4 9 8 7 8 1 16 3 9 5 3 3 16 5 3 5 5 4 10 1
split_gain=169.271 56.5562 19.03 9.94519 9.72877 8.0024 7.34802 5.47743 4.08417 3.85008 3.35487 3.32739 3.31048 3.0165 2.36203 2.09743 2.07996 1.99754 1.99692 1.98686 2.39303 1.95474 1.89319 1.81949 1.75611 1.68119 1.58045 1.54621 1.53782 1.51026 1.46041 1.44904 1.43 1.38293 1.35539 1.29726 1.29297 1.63822 1.25064 1.67993 1.22288 1.1681 1.68935 1.15815 1.09424 1.08336 1.02233 1.00965 0.964054 0.9524 0.949317 1.12725
threshold=0.208900161087513 -0.0021291690645739432 0.0054850021842867145 0.48238734900951391 0.027696552686393264 0.021772225387394432 1.4426100435252922 0.075365835139879669 0.00035171776835341012 0.00035171776835341012 -0.0025154238837917921 0.1063696537166834 0.94509240984916698 1.1605441084291281 0.023193348199129108 -0.49297770557023202 0.001697336011771634 0.00010804989506141284 -0.41453017694931998 1.3784032573962348 0.0024327716091647749 -0.12293355064725166 0.97902131080627453 -0.15633414655697056 -0.11422554359280236 0.00035171776835341012 -0.00077121122863008833 0.17400300404307584 0.033687072806060321 0.0085139796137809771 0.00032922727405093616 1.4768670721517181 -1.4223577291762319 0.030244070065287666 0.021607223580276804 0.072422769464361603 -0.016335279766616275 0.98557212948799144 0.021784564861128976 -0.33776553662028158 -0.026903316074663071 -0.52821417683806626 -0.54248162104340725 -0.88118685196604918 -0.036156151813864314 -0.25283513139932456 0.52599692530930053 -0.35416610540772092 -0.21051567972344462 -0.67132645652389134 -0.0086500329348391265 0.99870431423187267
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 7 29 19 12 15 43 -1 14 16 23 27 -6 -2 -7 -17 41 20 -3 28 -10 32 38 -25 36 33 45 -4 -21 -32 -5 35 -22 -11 37 -20 39 -12 -40 -14 -43 -8 -39 -19 -13 -34 -46 -47 -24 -52
right_child=3 5 4 6 10 11 8 -9 22 13 24 46 18 -15 -16 17 -18 21 26 30 34 -23 50 25 -26 -27 -28 -29 -30 -31 31 -33 47 -35 -36 -37 -38 44 40 -41 -42 42 -44 -45 48 49 -48 -49 -50 -51 51 -53
leaf_value=0.083312602757120741 -0.04514607056385065 -0.095940012084293647 -0.079244057809549573 -0.12570995238136268 0.0057503072716900911 -0.045779059601048819 0.0019812334115765222 0.10691578102078075 -0.010887459287062175 0.02044987149116851 0.048549331741225554 -0.057254814594257408 0.1479896408616713 -0.090508632661012695 -0.036616626209396985 0.09471302871445994 -0.017744175955086632 0.00033465165562737161 0.077286079059338653 -0.069150710835938128 -0.074356249420463802 0.0015135116992908554 0.013878447842531217 0.084182891265148552 -0.016898478456119831 0.044129934253688712 0.096538860989048042 0.066901596970685373 -0.021191288822482737 -0.040840900797153926 0.00076416378396485321 -0.065445241270668947 0.024268123259934854 0.061233268155734016 -0.036610607095005909 -0.066180062437917436 0.078011814024671097 0.028748822799225179 -0.028138048232549652 -0.0081794297858346684 0.025311944378738668 0.084930841213429045 -0.053540319625970237 0.07954727379934623 -0.15318172153848728 0.066583056614705941 -0.091577234710822589 0.082176535962387678 0.041172884457531089 0.032088170376625709 0.052526806561877339 -0.034801248102006729
leaf_weight=19.446548463660292 5.0255635625217101 57.43291724955634 18.413008876130334 0.33367488067597051 18.861552619993745 62.045881784979429 2.1511713603977141 7.3993357320432542 15.220606056449467 25.791460943786664 5.9310634240027857 40.909835190541344 0.57357277814298857 1.9513067474472325 43.47650961594627 3.5287859010859384 46.197629536487511 6.1839453705470069 2.8647573366179122 23.740496045778855 68.518152557102439 38.345710289977433 17.639831810782194 12.38835725627723 30.278454421146307 68.640620483638486 59.975800937623717 11.986801279490463 4.7795631745902929 23.229900564573654 7.6456683736760152 5.8049601813982008 3.2866205161553799 8.2759598083794099 11.108632508461595 1.8356574907666061 28.999000558906118 1.4080405792337845 4.6629245613585217 42.608928691835899 50.427717975340784 1.3672738859895619 2.4042553640319957 18.362413952942006 0.89593260094989091 13.363507577014383 11.096654836761443 38.386776975370594 0.3453494712593963 20.094865282662798 18.646594212274074 1.5933196670375753
leaf_count=1066 560 15303 4307 9 2780 15124 70 232 1668 3800 682 10724 22 191 7812 203 9867 656 301 2559 19484 7526 1439 635 6941 11312 6143 1085 887 4919 1073 1187 259 605 2831 140 2976 173 480 6487 7323 76 220 528 39 1336 2408 4522 48 3221 1135 101
internal_value=0 -0.0315053 -0.000524594 0.0517514 -0.0139578 -0.0599538 0.0609323 0.0242661 0.0335432 0.0455882 -0.00464012 -0.0438165 0.0700163 0.030845 -0.0237997 0.0175501 -0.0338188 0.0212097 0.083656 -0.0747886 -0.0803576 0.0180565 0.0188912 0.0590492 0.0042811 0.0502705 0.086704 0.0358211 0.0323304 -0.0578477 -0.0542371 -0.0278584 0.0759546 0.0254167 -0.0690997 0.0146554 0.0695728 0.0250844 0.0104711 -0.00123271 0.0207803 0.0172916 -0.00317977 0.0714219 -0.0314996 0.0387899 -0.0646067 0.0776217 -0.0992887 0.0458934 0.0308562 0.0456279
internal_weight=0 641.679 307.178 394.205 237.89 334.501 295.484 98.7213 73.6139 69.2877 196.247 160.25 221.87 49.8412 62.3381 91.3219 108.244 86.2964 98.834 174.251 137.06 82.7676 53.1004 123.036 133.909 81.029 94.4889 47.8899 44.4219 41.6429 37.1911 13.4506 42.0071 35.9031 79.6268 27.6271 34.5131 5.51408 103.631 48.54 55.0906 4.3451 3.77153 20.5136 2.64932 39.6423 52.0065 41.6734 1.24128 33.4584 37.8797 20.2399
internal_count=175475 129178 48618 46297 41731 80560 31676 14621 4941 6887 32505 38123 26735 5821 10592 14389 24991 13829 9998 42437 37618 13626 4343 16737 21913 11947 9680 5630 6100 9226 4819 2260 4790 4545 22315 3940 3537 561 14972 7169 7803 318 296 598 260 5213 13132 4781 87 4557 2675 1236
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 0 1 1 8 0 15 2 2 2 2 0 16 7 9 9 12 8 0 5 2 0 5 6 6 6 9 6 0 0 9 8 5 5 1 2 1 1 9 0 9 5 5 12 1 16 11 11 8 5 5
split_gain=143.153 51.5462 15.2123 13.0339 6.93737 4.61068 3.78678 3.21479 3.04146 2.76616 2.43109 2.26657 2.19237 2.02534 1.93162 1.77465 1.73501 1.69698 1.58526 1.44145 1.4176 1.38862 1.27776 1.6883 1.25187 1.31399 2.29956 1.23867 1.18337 1.15613 1.11452 1.10312 1.0527 1.05094 1.01232 1.33591 1.00174 1.17265 0.997062 0.970442 0.93667 0.991285 0.93264 1.0601 0.931613 0.916586 0.956636 1.0788 0.908411 0.876499 0.862326 0.840204
threshold=0.079350549727678313 0.208900161087513 0.0038595582591369752 0.054682241752743728 0.030515577644109729 -0.014471569173699588 0.15601649135351184 0.09962833809470216 0.015322910621762277 0.29335822165012365 0.20452654361724856 0.021375003270804886 0.013321441598236563 0.021784564861128976 0.0023202740588553644 0.006363667653730966 0.075365835139879669 3.3625990384464717 0.0098381898383130221 0.0009023604216054083 -0.4866729155104213 0.014167900197207929 0.00035171776835341012 -0.4866729155104213 0.19877297345812991 -0.23909673265779677 -0.25242088032764259 0.044849140858963715 0.25195589819969699 0.58366921544075023 0.051022594794631011 0.0073175668705697501 -0.021289439676522522 -0.44605829095974775 0.65301814178713913 0.99421894550323497 3.7900208553764976e-05 0.89401552081108104 0.48238734900951391 0.044849140858963715 0.019147214479744438 -0.025514998020301934 0.25030859763425989 -0.46006062560450262 0.36615534293080049 0.99808025360107433 0.012783552370103193 -0.0017080144249243298 0.0017486138076795478 -0.0087938932110102862 -0.38128086442984993 -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 7 10 21 19 11 15 17 12 27 32 -5 30 38 28 33 22 -12 -3 -21 -4 51 31 25 26 -25 -2 -1 -8 -13 -24 -6 -10 39 -36 49 -38 -14 -22 -15 -42 43 -20 -37 -39 50 -48 -33 -27 -47 -7
right_child=3 5 4 9 6 8 29 -9 16 -11 18 13 14 40 -16 -17 -18 -19 42 20 34 -23 23 24 -26 36 -28 -29 -30 -31 -32 48 -34 -35 35 44 37 45 -40 -41 41 -43 -44 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=0.018978242904517943 -0.057231500154592975 0.062082415108265676 -0.014717730948909572 0.029547643827077964 -0.011995955791934479 0.09662698322697047 -0.035149866882104523 0.091225103452534262 -0.018579252812029032 -0.061839193024395944 -0.086654053690122579 -0.0054821944818360564 -0.044869470506591819 0.032147439752585209 -0.0086736828430168545 0.055524367592429305 0.11213461892446884 0.028377283009681616 -0.009213491926279866 -0.039630981892350335 0.029517128708645625 -0.047852569356890882 -0.040832887801329529 0.080585210853956202 0.043651022051324852 -0.019098997749845175 0.0014395914686388402 0.02208777777326941 -0.081167713753076645 -0.10408225679648667 -0.03042036380561133 0.074699918142912727 0.025888216074133576 0.038417399024478584 -0.048233340199274388 -0.056226445910071449 0.061916724322726324 0.088126526668359045 0.0069408312838778012 0.083741286532146603 -0.045204901306592285 0.0063932906671065231 -0.04324820829651032 -0.079216642905832968 0.061304430853435815 -0.13225704679104067 0.042922358103772242 -0.1209593245549751 -0.069285674461156077 0.057147628822915457 0.080105867257439664 0.069352101648220393
leaf_weight=18.432612556760436 53.239683481333486 12.216869940923059 17.057711718807695 7.8232488585053934 8.7891977237304655 22.200447805167641 14.279140765465856 12.937831721515975 3.4662697594612828 20.363846140084206 92.971447572974284 42.189722760507721 39.55033737793201 13.156179014869847 35.829200368803868 18.847115643780853 3.0386844346066928 11.524234545649959 2.3485800536291199 3.2664108979515722 40.558044170567882 49.130825278338307 2.4497332042665212 7.3552919563371688 22.36240177905529 1.9077875629300249 7.3128792350762506 2.0356576465856042 1.2432617671365722 2.9263632733345721 31.149245600434369 2.4639351090881978 44.034166661727795 46.570570480726019 3.7220180184813207 0.8509018532931808 38.04404685573536 57.994328536558896 4.0944022223084167 3.5833560101455069 4.0450046367332098 44.569154600496404 14.956738383625632 28.152780370735858 3.0325882406905293 0.18418636638671149 1.108365837135352 0.60723920632153738 0.51758229522965837 7.0406661005108599 4.5192624701885498 23.631348024529871
leaf_count=2316 13664 781 4063 1122 1290 1295 3565 965 392 5667 26974 7231 9163 1859 7464 1641 94 1093 479 299 5437 12326 194 881 2183 116 576 452 138 495 6550 106 8235 8534 387 69 6977 7682 806 352 540 8151 2350 8079 195 10 129 27 51 443 591 996
internal_value=0 0.0267266 -0.00171874 -0.0565657 -0.0111738 0.0544205 -0.00208989 0.0481196 0.060369 -0.0286637 -0.0720696 0.00202282 -0.0209139 -0.00484423 -0.0258867 0.0336078 0.0389464 0.0657483 -0.0791555 0.0310256 0.0241112 -0.0393194 0.0679022 0.0635166 0.0655201 0.0693926 0.0411758 -0.0543043 0.0125834 -0.0469684 -0.0160789 0.00872512 0.0195828 0.0344638 0.0281469 -0.005538 0.0731006 0.0759066 -0.0400082 0.0339506 0.00849534 0.00208519 -0.0637918 -0.0738349 0.0354151 0.0841502 0.0480827 -0.0157227 0.0494446 0.0408865 0.0713278 0.0825958
internal_weight=0 654.317 322.788 301.366 271.327 331.529 205.138 51.4608 264.299 107.661 193.705 187.933 87.2972 135.109 79.4739 38.523 53.0755 211.224 138.43 67.2302 55.0133 66.1885 199.7 153.868 148.436 126.074 14.6682 55.2753 19.6759 17.2055 73.339 5.43125 52.8234 50.0368 51.7469 7.60551 111.406 102.457 43.6447 44.1414 61.7703 48.6142 45.4581 30.5014 3.88349 64.4134 6.41905 1.71561 2.98152 8.94845 4.70345 45.8318
internal_count=175475 99255 59365 76220 54305 39890 37916 5060 32370 24222 51998 33856 18555 24331 17433 4095 9020 23350 37882 7520 6739 16389 22257 19966 19615 17432 1457 14116 2454 4060 13781 351 9525 8926 6440 651 15975 15416 9969 5789 10550 8691 10908 8558 264 8439 757 156 157 559 601 2291
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 1 1 3 8 2 2 4 3 4 3 0 1 3 10 3 0 16 0 5 6 0 11 3 1 2 4 1 2 4 6 10 2 6 1 4 4 3 1 2 13 1 8 5 5 4 5 2 11 13 11 11
split_gain=108.184 31.0052 14.3156 12.0952 5.41268 4.30459 4.23171 4.02188 3.84722 3.82689 3.8222 3.69285 3.49551 2.79828 2.68376 2.57219 2.34767 2.25394 2.13063 2.11313 1.88708 1.76193 1.67633 1.90883 1.52452 1.52132 1.42533 2.51034 1.41864 1.33525 1.64559 1.61678 1.33002 1.21197 1.20454 1.19602 1.18438 1.12656 1.11431 1.11362 1.17108 1.11034 1.10846 1.32546 1.34278 1.10446 1.05879 1.04843 1.03973 1.03211 1.03145 0.996981
threshold=0.03090974967926741 0.041437665000557906 0.12402287125587465 -0.10670460830442606 -0.010106583352520421 0.23393800854682925 0.11248610541224481 1.4426100435252922 -0.027277659624814984 1.3063637706070601 -0.055375449359416955 0.02693063206970692 0.66483694314956676 -0.31070271087810392 -0.0014630773831471333 0.13888523727655414 0.0010833700653165581 -0.022673147449945624 0.00025667934096418327 -0.4866729155104213 0.2711441326513287 0.00046471082896459853 0.00062985797177446173 -0.28634691098704929 0.0076155546121299275 6.4150719936151299e-06 1.0621025447340076 0.94509240984916698 0.44275076687335974 -0.05292451085835749 -0.24580242787796353 -0.024789268006805774 1.9125285689369779e-05 0.1634395127876726 0.208900161087513 -0.20842575120095266 1.4768670721517181 0.29090082133188849 0.00028983388619963085 6.4150719936151299e-06 0.80196469042970908 0.10709067434072496 0.018779821312881032 -0.032888478161069608 -0.051524228603833662 -1.0845972161984634 -0.39437067416776211 0.00085406008292920898 0.026465247270559194 0.13363761226080481 0.0020179712556896421 -0.012217539421707479
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 8 11 18 10 15 12 21 46 45 -3 16 14 25 17 -6 -5 33 -20 -18 41 -15 -24 -10 -9 27 -21 -8 -14 32 -32 -31 -4 -19 -23 -27 -12 -11 -28 -41 -1 43 44 -40 -2 -7 -16 -26 -13 -22 -34
right_child=1 3 4 6 7 9 28 13 24 38 37 49 29 22 47 -17 20 34 19 26 50 35 23 -25 48 36 39 -29 -30 30 31 -33 51 -35 -36 -37 -38 -39 42 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.077680053067696209 0.047664172166743818 0.048020370590126704 0.08741364748430594 -0.027283289679063655 0.07690947732084974 -0.052145683920781297 -0.038242297978723611 0.072114282037971308 -0.055430883476376758 -0.062451134677911739 -0.048899040677889298 -0.0077471320327835193 0.092377376255469046 0.015089371542755381 0.096013021704625098 -0.057144214797144682 0.040324745064880735 -0.0040419112633916536 -0.039455545403809619 0.022999767066801416 0.0059469895688861515 0.025143168801255042 -0.25258253208890075 -0.031219070940959544 -0.0034065383596939948 -0.015794617571120734 0.065192479434162454 0.075612736581574969 -0.078502508703427912 0.098272280211133156 0.010922241862226614 0.078149781326977086 -0.062941864763515737 -0.0022860699702019595 0.029727656519899417 -0.0055834106148382554 0.062286910128581285 -0.083468480967720166 -0.084088235824444899 0.0043267795153003885 -0.11819426104675562 -0.033395883198594906 0.017437886047808836 -0.069178520087148199 0.046227902725447328 -0.015908490196496813 -0.091228442661733272 -0.015769166557565623 -0.072353710613394101 0.028842498493573461 -0.097307468669491581 0.029575112893925587
leaf_weight=7.4301163160416746 4.3034875214361819 34.713028810801916 8.0729259351501224 41.771129061697138 17.515445166645804 7.7730518704047418 50.25649520641673 4.579593337839472 7.9732254292466669 22.232436260674149 68.415451021770423 26.767649521259955 30.533504740482385 18.651784536370545 11.042651079420462 12.083318033870453 45.172491380541032 61.729465670290665 5.276081772230099 36.315111114385218 2.8667373165953896 40.280511681055941 0.4437411688268188 2.5498410161817437 36.866074600362481 7.9859921140596253 2.9446904563810703 12.082405857509 10.612134538881945 2.4991611391305915 3.8180716592469244 58.216838071413804 1.3396341236075375 1.8498068285989564 12.724781515413268 18.46809575012594 2.5477759584900923 10.972448805499878 1.1368049666052686 22.97685595689109 0.78992764314170827 1.013661074277479 4.0653799990832331 7.0207858771464098 2.4923277343623313 7.4190708332607738 70.912774563828862 0.9029781107092284 2.3077156222134354 10.807306029520985 1.441239018255146 8.2248602011823078
leaf_count=495 447 4068 457 9008 1167 1759 13637 134 2313 2828 19988 4804 3709 1662 301 3060 8377 12565 483 5527 432 5749 3 174 8587 349 171 1812 3561 50 335 9554 61 103 2561 4345 270 2710 307 2724 41 69 713 1587 369 1499 27213 71 316 1971 186 553
internal_value=0 -0.0331599 0.0365254 -0.0102759 0.0476598 -0.0620975 -0.0235707 0.0561111 0.00627228 -0.0749098 -0.0458254 0.0245138 0.0633092 0.0307324 0.0521598 -0.0132662 0.0454525 -0.00869652 0.0270335 0.0216269 0.0342938 0.0216353 0.00392517 -0.0653161 -0.0156225 0.024116 0.0259259 0.0361573 -0.0452821 0.0747332 0.0674424 0.0740164 0.0335787 0.0707173 0.00173522 0.0154852 0.00316314 -0.0536944 -0.0483234 0.00737647 0.000170169 0.0643039 -0.0269295 -0.0438666 0.00519836 0.00746623 -0.0873801 0.0875526 -0.00749885 0.00278535 -0.0288522 0.0165251
internal_weight=0 468.209 424.98 261.465 310.64 206.744 189.177 220.332 114.339 115.634 91.1105 72.288 171.628 48.7044 27.059 128.309 66.9959 116.225 90.3078 80.3851 49.4805 67.1924 21.6454 2.99358 47.147 15.1134 75.109 48.3975 60.8686 104.632 74.0986 62.0349 12.0637 9.92273 74.4542 58.7486 10.5338 79.3879 36.9477 26.7115 23.7668 8.44378 14.7153 10.6499 3.62913 11.7226 78.6858 11.9456 39.1738 37.575 4.30798 9.56449
internal_count=175235 114655 60580 55235 38706 59420 44392 27388 21874 34776 24644 10843 24424 2964 1125 27194 10162 24134 11318 10758 8995 10658 1839 177 11216 753 10275 7339 17198 14262 10553 9889 664 560 15126 10094 619 22698 5804 2936 2765 564 2976 2263 676 1946 28972 372 8903 6775 618 614
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 1 3 3 1 2 3 1 8 3 13 5 5 15 1 6 3 5 8 8 13 13 1 5 5 1 2 1 12 16 5 3 13 2 7 16 6 8 3 5 1 2 13 5 16 8 6 16 15 16 13 1
split_gain=89.4092 26.0714 11.8346 11.3583 7.59434 3.48735 3.14851 2.5572 2.46277 2.42332 2.01061 1.85549 2.2956 1.82765 1.65496 1.56953 1.5434 1.39957 1.3605 1.331 1.30275 1.30261 1.2726 1.2482 2.07919 1.62471 1.18026 1.12376 1.11073 1.08706 1.06993 1.05231 1.01204 0.998486 0.940024 0.933181 0.925184 0.909192 0.890485 0.873092 0.84784 0.861422 0.846036 1.0585 0.840985 0.745498 1.20316 0.840875 0.680684 0.772189 0.885933 0.678405
threshold=0.03090974967926741 0.030515577644109729 -0.25341068161651487 -0.062622878467664109 0.35573327541351324 0.11248610541224481 -0.31070271087810392 0.018122711218893531 0.010571781178234796 0.13888523727655414 -0.0018326072586652903 -0.40456314476753436 0.29246365607829233 -0.19734244125038344 0.0094576338306069391 0.34550834810747971 0.11696062237024309 0.32718714210318184 -0.0039109765895943291 -0.0046051164809733439 -0.22428143937619321 0.015304747220648842 0.12695293128490451 -0.01397129485039615 -0.061768779134138203 0.99421894550323497 0.44275076687335974 0.09953350201249124 3.4778855198657124 -0.10744305877036758 -0.21523201919841475 -0.082915279534063288 0.37793625992452168 6.4150719936151299e-06 -9.9665219907747355e-05 0.046199276526455578 0.2711441326513287 -0.011701753354464725 -0.7672425290220416 -0.36182283513235813 0.001397589279804379 0.0019148680730722847 -0.21547793796168832 -0.51487443995467141 -0.0031769113934326646 0.029064736241238062 -0.32939674021017185 -0.041145942178061827 0.21621936223875637 0.015204678603296164 0.23270363267558755 0.42159897089004522
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 13 6 7 9 20 40 14 10 45 21 23 36 -2 16 18 22 -9 33 -3 -6 34 24 37 28 44 35 -26 -14 -22 -16 51 -15 -8 -12 -1 -13 -35 -10 -4 -42 -40 -44 -7 47 -47 -5 49 50 -31 -23
right_child=1 3 4 5 11 26 17 15 39 -11 27 12 29 19 31 -17 -18 -19 -20 -21 30 32 -24 -25 25 -27 -28 -29 -30 48 -32 -33 -34 38 -36 -37 -38 -39 42 -41 41 -43 43 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.024446779002597598 -0.080774563878475578 0.084453340933295581 -0.080936608650776926 -0.049606286968796577 0.049119840018229721 -0.052202582159025263 -0.040666371313040191 0.0019772767115481837 -0.0048165699038707635 -0.056932972041061708 -0.024013046927459446 0.028190221162918534 -0.014583308855235365 0.092351962179399061 -0.0060076489710270686 -0.049860202995813806 -0.053027203797914195 0.038274101871015598 0.025339737761578364 0.067011384541096147 0.0029275022295791168 0.058638727930826445 0.012672575219510511 0.068459288360054507 0.0049052762061284989 0.086075817656088849 -0.075759059623853389 0.01711103360778669 -0.093804719117277682 0.0077919592916540163 0.045431589903214699 -0.060670267688487357 0.0589726615124525 0.066333408243209407 -0.0027613466267720479 0.0090072882731073653 -0.067569259493592909 0.062142706613077872 0.091477916264243134 -0.048768024687791123 0.040664256146041064 -0.029557185948477172 -0.076589093182535942 0.034914069251535437 -0.026112752573467807 0.16089655161979938 -0.0066229713614927542 -0.020614390993649208 -0.072302873112145019 0.063770602367256485 0.06567635432969969 -0.073555496673497908
leaf_weight=5.9133969817194147 68.951156370192621 5.6867973741318556 2.7516120832369806 15.608804290372062 2.5175333046063306 25.971351336720545 11.473498315717734 46.043175274029636 5.0380230848386409 13.490723244260151 21.600269290986034 10.633178686519381 7.5247771161957671 4.5367684975499278 3.8679241914069271 4.2023722744779652 3.4723082770869942 9.2120963812485552 54.340482074760075 85.165039775161858 8.7103278461145255 0.42089290800504375 23.92270470917174 26.977327721518122 10.683632023923563 2.2874261566903433 11.188041243729456 23.747041174010519 1.2583382134907868 11.819746104534721 18.501980882439966 39.809052311182313 0.85601013165432949 12.937412055645835 15.198880184820155 14.155316996941108 1.322060230624629 31.035515637384382 2.5761738108703858 44.266854733339642 1.9726005566117262 14.381047332775777 0.85530886729247768 37.10818532416306 23.682711984894922 0.47768724329944268 3.1823202892555846 27.94352645836625 0.62120442627929051 5.7507889653497832 3.3907296187826423 3.6607814224262256
leaf_count=617 22816 448 790 3987 215 7820 2151 8297 1138 3716 5037 1837 847 158 812 936 899 1256 10991 8263 1233 35 4938 4973 1471 196 4373 5233 99 1112 2758 13854 93 1258 2954 2866 124 6463 184 12874 516 3994 93 4769 7102 27 659 6603 56 612 321 361
internal_value=0 -0.031145 0.0344598 -0.0123294 0.0209733 -0.0269044 0.016134 0.00396476 -0.0629487 -0.0170263 -0.0119728 0.0390789 0.0422945 0.0565655 -0.0711128 0.00992845 0.0123557 0.0024626 0.0146263 0.0590433 0.0409725 -0.00920785 -0.00406882 0.0507791 0.0422276 0.0092097 -0.04641 0.000255144 -0.00561861 0.0181205 0.0318372 -0.0558339 -0.0390157 0.0473292 -0.0190828 -0.0109426 0.00751051 0.0534941 0.0434806 -0.0442803 -0.0297437 -0.0210524 0.0361619 0.0323676 -0.0397726 -0.0273782 0.0159061 -0.0310207 0.0295253 0.0326012 0.0207566 -0.0597307
internal_weight=0 435.687 397.016 273.754 246.601 181.048 92.7063 127.164 161.933 120.206 106.715 119.438 111.983 150.414 112.628 108.058 103.856 59.8072 100.384 143.179 32.8991 7.45522 50.5951 82.8754 55.8981 14.2294 60.8421 59.5026 11.942 29.1072 27.2123 43.677 4.93768 58.0138 26.6724 35.7556 7.23546 41.6687 53.4771 49.3049 19.1053 16.3536 40.5397 37.9635 49.6541 47.2123 3.66001 43.5523 21.5825 20.9613 15.2105 4.08167
internal_count=175235 114655 60580 63161 45114 47423 15738 26423 51494 28128 24412 18691 17987 15466 37482 21123 20187 11299 19288 14725 4439 704 10043 15039 10066 1766 19295 13136 1570 2948 3991 14666 489 6462 5105 7903 741 8300 6304 14012 5300 4510 5046 4862 14922 11276 686 10590 2101 2045 1433 396
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=1 2 0 2 3 4 1 0 0 2 7 4 2 0 4 3 6 3 16 2 4 6 12 6 2 2 16 16 1 4 3 3 7 6 6 0 13 16 6 13 13 3 16 0 4 4 13 2 2 4 1 13
split_gain=73.977 25.9505 11.0417 10.6386 4.48947 4.31302 3.24408 3.23592 3.02429 2.66698 2.3218 1.97587 3.2974 1.79275 1.68333 1.64678 1.63078 1.62652 1.60467 1.57967 1.45394 2.04032 1.43772 1.40777 1.94062 1.78324 2.09879 1.63507 1.37512 1.20607 1.16834 1.10186 1.10046 1.07204 1.05422 1.15673 1.27404 1.18296 1.04386 2.83628 2.13448 1.01399 1.00342 1.21579 0.989086 1.24759 0.988031 0.952746 0.940412 0.928584 0.886513 0.915857
threshold=0.12402287125587465 0.10391042381525041 0.0058285074774175891 0.01831020507961512 0.01176973804831505 1.3784032573962348 0.88150587677955639 5.4815567636978819e-05 0.0009023604216054083 0.091879434883594527 0.0089143407938088535 1.3509307227589595 0.44275076687335974 0.0010833700653165581 -0.10568678228940899 0.30270966852549469 0.19673894234745734 -0.35116868492332282 -0.022673147449945624 1.9125285689369779e-05 -0.094733859928748457 -0.19900595280277147 0.75657573411099488 -0.24580242787796353 0.00033547841303516185 6.4150719936151299e-06 0.03523291873800153 -0.12539173817923868 6.3125016822596089e-06 -0.46004485881977258 -0.7672425290220416 0.20555634459014985 -0.053831902603167149 -0.2429948546858389 0.24002450572314671 0.0038595582591369752 0.0056767106404744224 0.28925127982982679 -0.34102729622442596 0.36739055346293276 0.20584265173092106 -0.38228829205036158 -0.021806499602648566 2.1106557142047681e-05 1.4527126965909007 2.2971851528775429 -0.011297261297317207 0.0014370030839927497 0.01951071992516518 1.4426100435252922 0.018122711218893531 -0.059329979280105145
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 13 5 18 6 7 -2 22 20 33 12 17 -1 -8 47 -12 -3 38 -10 31 48 -7 24 27 26 -25 -16 -13 -15 -18 34 -19 -9 35 -5 -37 -38 39 -4 -40 -27 43 -24 49 -46 -45 -6 -22 -21 -34 -52
right_child=3 11 4 9 15 8 14 10 19 -11 16 28 -14 29 23 -17 30 32 -20 44 21 -23 42 25 -26 41 -28 -29 -30 -31 -32 -33 50 -35 -36 36 37 -39 40 -41 -42 -43 -44 46 45 -47 -48 -49 -50 -51 51 -53
leaf_value=0.062522317255521528 0.092426733118783411 0.043035470171541024 0.0058094750074895261 0.076040002242264676 0.10516415933647759 0.078645307912879978 0.094862725027339181 0.014872485552998044 0.040976491966221745 -0.013615655435351582 0.027521078615711438 -0.08219338205727747 -0.082903721133326988 0.036314984229067385 -0.050648270645367421 -0.074352201644871177 0.073498382233307125 -0.010122373829571433 0.0006512432764473016 0.041306084359525527 -0.17277308989760895 0.011614538961214164 0.071996633364787496 0.062647295913045659 -0.031600851073079965 0.087479356061318667 -0.20196094430743755 0.079560260988418979 -0.028636430955459931 -0.011361601972946713 -0.037406311912057878 -0.072758824085566401 -0.074217529966218623 0.05140938251103605 -0.0038299757941870614 0.0057831652750811313 0.04643549745915463 -0.080785162930550616 -0.027661928958911643 -0.17758420143330347 0.029615799328630767 0.058665933993144348 0.059949021315209905 -0.10715817065329579 0.039328819115953879 -0.019476291291505497 0.00089838400739754992 -0.032242747797356267 -0.043229131689284446 -0.027521307489982123 -0.064489239329078227 -0.035885856255818437
leaf_weight=17.763366267245146 10.711354514845878 1.788040367875509 1.9111887632025166 6.1314703739408278 0.49173137146135459 11.019768926082181 17.970576087729569 9.6476479500124679 10.833373440196736 37.076483347402245 17.635740716519653 5.777521824813447 57.489376668821933 16.068210678109612 1.1439373045577665 10.174198699831321 1.0593304992653418 5.4799716063644146 93.362181968375808 2.2248588040238255 0.6497866190038647 22.526924022618914 1.8746172401588408 0.66923893598141038 3.6926942831778433 19.694268816849217 0.51655231229960918 5.7879656484001298 28.033631866885116 7.9073115453647906 8.0962751657643803 1.0504028157592973 20.272149333237394 48.428018159857857 7.9297882869450396 14.571131289441835 25.132371608462567 0.73728596154251036 37.411280535234255 1.490123654642957 7.8598386136400213 32.807149231768562 5.7833622654434276 1.0549525897949932 9.0274537380028033 5.9876046723220488 4.0081483810208738 67.684590904551442 3.6478022444352973 15.639554499823134 20.703720660363611 24.574896071171683
leaf_count=1640 452 302 346 479 146 430 2576 1104 658 9946 3377 585 26169 1936 56 2937 61 1543 19611 379 34 6368 50 42 386 2849 12 241 5433 1964 1117 249 7684 9273 1029 2515 4474 59 8444 39 1645 6469 250 38 1788 615 212 20987 691 1203 6965 7997
internal_value=0 -0.0282195 -0.00869411 0.0331275 -0.0176264 0.0450439 0.0532098 0.0406652 0.023504 0.00865225 0.0341144 -0.0594002 -0.0649922 0.0384569 0.0677697 -0.0368405 0.00975351 -0.0508348 -0.00702409 0.00789218 0.0186754 -0.00044383 0.0522221 0.0601753 0.0268567 0.066758 -0.0538884 0.0579988 -0.037826 0.0205941 -0.0244579 0.0279047 -0.0532078 0.0453461 0.0298677 0.0356046 0.0294435 0.0427573 -0.0217416 -0.0750362 -0.0177099 0.0695001 0.0292557 0.00358249 -0.00302477 0.0158836 -0.0219095 -0.0312248 -0.0634405 -0.0189172 -0.056806 -0.0489848
internal_weight=0 426.243 262.124 364.768 220.385 245.314 177.861 95.5784 67.4537 119.453 84.867 164.119 130.308 41.7389 82.2824 78.3505 26.7913 72.8188 142.035 43.7128 82.377 26.8245 23.7408 64.3118 10.6246 53.6872 1.18579 6.9319 33.8112 23.9755 9.15561 55.5525 71.0307 58.0757 54.502 46.5723 40.4408 25.8697 48.6724 3.40131 45.2711 52.5014 12.7211 6.93772 32.8795 15.0151 5.0631 68.1763 4.29759 17.8644 65.5508 45.2786
internal_count=175855 116373 59695 59482 54155 33638 28015 15384 5623 25844 14932 56678 50660 5540 12631 24070 4555 24491 30085 4643 15898 7093 980 10055 683 9372 54 297 6018 3900 1178 8805 24189 10377 8556 7527 7048 4533 10474 385 10089 9318 550 300 3985 2403 250 21133 725 1582 22646 14962
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=1 3 2 9 2 2 4 3 9 16 4 4 13 3 2 5 11 15 3 7 1 5 13 2 1 4 9 5 7 11 2 4 2 1 4 2 12 16 1 12 4 13 5 12 4 1 16 9 7 5 2 5
split_gain=63.485 25.584 6.31492 6.23363 5.25701 4.63878 4.71985 3.37415 3.04637 2.71891 2.19866 2.08734 1.72289 1.72985 1.7121 1.63359 1.61793 1.63208 1.4444 1.31696 1.13922 1.10362 1.07922 1.0684 1.52352 1.19545 1.21557 1.06575 1.06035 1.05463 1.02776 1.31207 0.983392 0.951972 1.19368 0.944028 0.919046 1.02976 0.883059 0.871434 0.860117 0.845813 0.840639 0.954686 0.839225 0.813317 0.85249 0.782825 0.772124 0.954202 0.737868 0.722635
threshold=0.20198223739862445 -0.01855724677443504 0.20452654361724856 0.063491522161234951 0.20452654361724856 0.0053890980780124673 1.1605441084291281 -0.52053740504197765 -0.054657068114265663 -0.0055351980479783252 0.99292531066132905 -0.12971876546530123 -0.19469691502235448 0.27996582537889486 1.9125285689369779e-05 -0.061768779134138203 0.0018803805877076879 -0.06064253790838104 0.064926437567919507 -0.072782934756670484 0.19520585983991626 -0.37108778954159743 0.0056767106404744224 0.014167900197207929 0.014031025115400554 -1.2657293445565065 -0.025514998020301934 -0.4866729155104213 0.053673216067166539 0.00084657432384037596 0.0010512875742278995 -0.05292451085835749 0.0017399672069586816 0.98228898644447338 1.4426100435252922 0.44275076687335974 1.4800094601524398 0.017737455062682862 0.34072460234165197 1.1568984350826501 -0.044214014595598587 0.47871695499278705 -0.19063218759528655 1.2188971754722198 1.4479182887617477 6.3125016822596089e-06 0.11285386976027896 0.04969203188924743 1.0000000180025095e-35 -0.44605829095974775 0.17465635389089587 -0.035546418998576856
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 4 7 6 16 15 -3 19 21 18 -11 48 39 -1 30 42 27 -10 32 29 -5 28 -25 26 -26 -7 44 -4 -2 -32 -21 34 -16 -23 37 -35 47 -8 -33 -27 43 -18 -9 -12 -47 -29 49 50 -14 -36
right_child=5 2 10 22 -6 11 14 23 9 12 45 -13 13 -15 33 -17 17 -19 -20 20 -22 35 -24 24 25 41 -28 38 -30 -31 31 40 -34 36 51 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.0089199378130351229 0.072227593211679139 -0.088742976907772109 0.0085601311269389128 0.085833543764465156 -0.057736007480143625 -0.0089029258846078149 0.064909675400762437 0.023508364313921289 0.030972632112313894 -0.048560438180899723 -0.078209600155562248 0.006949608430704142 0.018921861977271012 -0.064094580860859521 0.047674811201795134 0.077924923475399227 -0.044730399667314416 0.054665041011734694 -0.02217911526679198 0.052888950817626561 -0.1497855167738108 -0.059587161652644383 0.016869931694538872 -0.066388020310910692 -0.038287397836947339 -0.0098976548411043985 0.02537977164118424 0.02132052841063126 -0.036037799180924805 -0.064702834278286062 0.074007855039831399 -0.018112813776238034 -0.042925540807555243 0.00031279807845378962 -0.045508289564398133 -0.087043687320069896 0.049970945285057612 0.064381827816792581 0.055594162357392563 0.026578445068324366 0.043018949524674575 0.037875835333047482 0.036306882479399963 -0.21722511366025277 -0.059255820796111393 -0.044594697672147535 -0.0044244744128389985 0.077541802801756682 0.0041105527375232768 -0.023017848555108338 0.19623153751771163 0.0035684755105116085
leaf_weight=5.5548298472422166 61.79513186319673 8.4999566805854538 2.990168066658951 10.580732610673293 14.218049580133082 4.2368640978820613 13.729337933880744 34.417778567156347 2.4756634257355463 12.718390562789862 5.1687104543671003 51.158723181921232 0.81678914948133996 5.1804103221220421 3.3607862556527826 8.9753548339649551 1.5030159674060999 3.9270235510721241 4.1246441377297733 1.0726081941465953 0.97044479637406666 18.987951630659154 2.9000546284660222 3.7457849697966585 3.4400644931884043 77.672566475608619 22.651141336718865 19.333131557177698 3.6309469263360361 5.6918490144744283 15.260126794564711 2.5853268067585331 74.544669596407402 13.819327237230032 5.6638855843339106 37.938014101761837 10.195873130462131 3.0474945176683823 26.708660634522857 10.500878679333253 20.32920954436122 3.8744918979427885 0.85566224029753346 0.39546871813945461 1.2539327494450834 22.541624109282569 6.9039487480331436 2.8285139776999122 41.329624406043877 22.59950794474571 0.31428005208726972 6.3527759314747518
leaf_count=865 8613 1581 982 734 5240 509 603 7198 746 4313 588 13981 209 1832 858 989 160 654 944 292 104 8459 319 855 453 17210 2766 3407 522 1507 2324 213 24598 1465 457 19847 1295 282 4888 505 4461 806 175 8 172 5865 1618 160 11135 7068 19 1001
internal_value=0 -0.0223246 -0.042152 0.00550313 0.000572991 0.0378631 0.0480109 0.00559649 -0.0304384 -0.0273703 -0.0620733 0.0216311 -0.0147193 -0.00858104 0.0271287 0.0515873 0.0610583 0.0133745 0.0347486 -0.0406386 -0.0429599 -0.0728367 0.0710391 0.00115626 -0.00384586 -0.00165891 0.0169653 0.0391758 0.0153277 -0.0395041 0.0642422 0.0512885 -0.0415545 0.0150098 -0.004856 -0.0779067 0.0262937 0.0119438 0.0433458 0.048329 0.0361132 -0.00762014 -0.0454732 -0.0823271 0.0205713 -0.0416456 -0.0351845 0.0285519 -0.00414465 -0.0185145 0.0704405 -0.0195959
internal_weight=0 463.66 270.745 192.916 179.435 281.712 173.321 165.217 170.522 162.022 100.222 108.391 82.959 70.2406 66.6704 14.5302 106.651 6.68117 57.2318 79.0634 76.5877 65.608 13.4808 150.687 111.384 107.638 26.0912 53.1072 39.3027 8.68202 99.9698 38.1747 75.6173 42.4401 15.3774 56.926 27.0627 16.8668 48.8703 24.2302 22.9145 81.5471 2.75415 1.89848 35.6717 34.6143 29.4456 22.1616 65.0602 23.7306 1.13107 12.0167
internal_count=175855 128892 90763 38129 37076 46963 23074 31836 51897 50316 38866 23889 24576 20263 6466 1854 16608 997 9908 25740 24994 30795 1053 29982 22090 21235 3219 8964 7892 2489 15611 6998 24890 5358 2316 28306 3042 1747 8455 1108 4674 18016 343 168 7370 8071 7483 3567 18431 7296 228 1458
shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=2 3 2 2 3 4 1 7 2 3 7 2 1 4 2 0 10 11 8 8 8 2 0 4 1 6 3 1 0 3 3 4 1 6 1 4 3 4 7 1 0 1 10 4 14 6 4 14 4 11 6 1
split_gain=54.4501 13.5802 12.4103 6.96489 5.55002 5.22792 3.07615 2.15923 2.01475 1.92572 2.11525 1.72862 1.70168 1.74394 1.94998 1.60219 1.37946 1.27608 1.2223 1.21172 1.11739 1.11461 1.07798 1.04383 1.02035 1.01702 0.993509 0.972329 0.958863 0.947005 0.897256 0.879644 0.855046 0.829515 0.760367 1.21131 1.16448 0.819431 0.722239 0.718047 0.685593 0.683068 0.779311 0.809852 0.674298 0.95299 0.740505 0.655198 0.64905 0.64788 0.638896 0.628783
threshold=0.043351052328944213 -0.13474783767014739 0.0040465043857693681 0.13119402527809146 -0.25341068161651487 1.3784032573962348 0.053834309801459319 0.072422769464361603 0.00085406008292920898 0.23929471243172887 0.0013859290457265191 0.15231890231370929 0.17832789570093158 1.1605441084291281 0.5084613859653474 0.00059943992528133105 0.0012258583205637743 0.00079266486212638081 0.045015280506105031 0.048919340734795848 -0.012000760788881307 0.99026188254356395 0.0051575619727373132 1.3063637706070601 0.76849952340126049 0.33649227362621881 0.082953624660149231 0.089831966906785979 0.0054850021842867145 -0.45494346547548042 -0.88118685196604918 -1.0616980162903207 0.0085139796137809771 0.33649227362621881 0.99604648351669323 1.4178856183068673 -0.92169725941494096 1.4426100435252922 -0.095671144242473111 0.99870431423187267 0.0058285074774175891 0.037724694237113006 -0.0033405091628187734 -0.10568678228940899 -0.31377015994592522 0.25677009137408041 -0.21610538442967567 0.21329724990032758 1.2052693270482087 -0.0067875250510477806 0.56520246459222123 0.61829057335853588
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 11 5 9 19 8 18 20 17 10 22 28 13 14 25 16 39 29 32 44 -8 -15 -3 24 26 -5 40 -12 -2 -1 -10 -32 -6 -30 37 -36 -37 -17 -24 -7 -22 -33 43 50 -4 46 -46 -11 -23 -27 -43 -40
right_child=1 3 4 12 6 15 7 -9 30 47 27 -13 -14 21 -16 34 -18 -19 -20 -21 23 48 38 -25 -26 49 -28 -29 33 -31 31 41 -34 -35 35 36 -38 -39 51 -41 -42 42 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.088983109291412621 0.05706908278510521 0.041554172862584254 0.06463176380289623 -0.055486264131063216 -0.053982459411258857 0.018967813529888626 -0.0056289810976826709 -0.051097457829594496 0.09553871907904371 -0.050029854947784363 -0.015167863361231181 -0.021507371824255481 -0.01858277667169236 -0.020332479724348849 -0.081211650521514689 0.079369554246541019 0.082166917796157368 0.015445967020551302 0.048274133808484082 0.081144967488264164 0.046741279040278499 0.062106224713719432 0.024690450402347616 -0.040988077283944463 0.053003206734953234 0.060091491255182108 -0.036227698245571489 0.011688313132489782 0.024111683408082996 0.062978575768372055 -0.029452157035299489 0.0047254863428695332 -0.017458849919479248 -0.052389375109430841 -0.08493954147328428 -0.10263500432054069 0.051829253586714447 -0.002621546166774969 -0.036942861173834572 0.10677022123115898 0.015760032997629209 0.061782338388808124 0.061605792040148669 0.020359052034410307 0.04515296371316551 -0.02181541052841196 0.015067967051089717 -0.11060972900824972 -0.06091044872113114 -0.034351634289713488 -0.065015715838753013 0.030764117343097683
leaf_weight=23.638984900841024 9.3171007642376917 1.961891729835769 5.753886630627675 48.937384542154177 7.5259342379922591 12.245456111442763 23.874853959452594 5.477161666029132 3.092933219857513 8.6377548230320809 34.916338933144289 8.1453884765869571 12.000595943503866 17.001783281237294 41.317119892420124 1.2573416361701699 6.4225074537680475 4.0646694559545713 2.5161619612699715 5.8820452975924118 8.2255253221228468 0.42792362370528181 2.0559043638131689 2.7691404782526652 8.9536946142052312 1.2243340356653791 3.3097289628494755 21.936588528027642 26.573913058013208 35.159341931961535 1.7436733613139939 4.346142725320532 42.938575562484402 1.4809460199321609 0.78559494944056396 0.50103373359888692 8.6777909993543272 27.732105993985897 59.944298667664043 0.99213134450838047 53.901940755666146 9.7947300233045063 19.044307205709632 15.432743188983293 20.213117939500076 3.4897081978633642 13.77857827852131 2.2616828358295598 15.053036516743303 1.7323865825383098 0.40037256793584752 1.3911712301924115
leaf_count=2680 936 408 570 19646 2810 565 4722 794 356 3284 9259 2446 3905 4318 22822 242 191 759 451 266 1417 133 534 575 2524 517 1001 5669 5232 6874 187 1279 11484 262 65 24 883 3024 19543 40 12922 1505 4036 3319 2770 466 3331 452 2873 767 55 422
internal_value=0 -0.0303327 0.0256976 -0.0388273 0.0092139 0.0453071 0.000161015 0.00995547 0.0575432 -0.0225113 -0.0189132 0.0202002 -0.0545946 -0.0580297 -0.0649871 0.0209314 0.0441909 0.0697112 -0.0195265 0.0385996 0.0132735 -0.0380407 -0.0311817 0.0191223 0.021369 -0.0520463 0.0170274 -0.00480505 0.0292964 0.0734568 0.0433218 0.0401082 -0.0229226 0.0200431 0.00917767 0.0329816 0.0432175 0.000980591 -0.0334437 0.0256814 0.0198739 0.0425923 0.0462731 0.0348447 0.0327808 0.0278632 0.0329721 -0.0627585 -0.0574434 0.00487999 0.0566994 -0.0353988
internal_weight=0 316.318 383.942 270.8 208.61 175.332 159.493 106.512 116.718 133.106 122.206 45.5173 137.695 125.694 93.2112 58.614 19.6601 62.863 52.9807 49.1173 101.035 32.4827 65.3533 77.16 74.3909 51.8941 65.4372 56.8529 37.372 58.7983 53.8549 50.762 50.4645 28.0549 38.9539 9.96442 9.17882 28.9894 63.3914 13.2376 62.1275 49.0183 44.6722 25.6278 43.2353 37.4814 33.9917 10.8994 15.481 2.95672 10.1951 61.3355
internal_count=175615 103428 72187 94552 46103 26084 38700 23955 21050 39571 35835 8876 54981 51076 43752 5034 796 10313 14745 7403 23161 7324 20907 18439 17864 20930 15340 14928 6430 9554 10737 10381 14294 5494 4238 972 907 3266 20499 605 14339 10194 8915 4879 7137 6567 6101 3736 3006 1284 1560 19965
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 1 9 9 7 9 8 9 11 9 7 5 5 11 6 10 8 10 5 9 5 10 6 6 14 11 11 5 10 1 15 12 6 5 1 16 16 11 7 5 11 1 5 12 10 15 5 14 14 15 16
split_gain=43.0025 10.7095 9.59841 4.94971 3.44771 2.03508 2.40759 1.84245 1.50433 1.31258 1.04398 0.995447 1.12686 0.993982 1.93416 1.03583 0.958456 0.937378 0.902416 0.870593 1.32531 1.75923 0.930261 0.869288 0.865368 0.834465 0.798021 0.792368 0.769528 0.825308 0.754296 0.78679 0.789912 0.742617 1.0063 0.716487 0.700429 0.682239 0.681671 0.66489 0.651625 0.906294 0.643545 0.639146 0.637682 0.597353 0.935549 0.567758 0.737048 0.685455 0.587407 0.554921
threshold=0.092956069856882109 0.0085139796137809771 0.48238734900951391 0.02859092109523877 0.055574674010489225 0.0029872170182844481 -0.037165177759496265 -0.0027094455397667608 -0.030087071923787959 -0.0036539782294272584 0.12715689807713204 -0.0037931902819018028 -0.42769693944491965 -0.44605829095974775 -0.0067875250510477806 -0.19617640818652207 -0.014186336332540798 0.025316088613345319 -0.011690981807474065 0.29246365607829233 0.0034539953030045373 -0.032888478161069608 0.082226020763974769 0.19877297345812991 -0.17570021431925609 -0.34183351819565555 -0.00070400531923809002 0.082965145153840902 0.10563389336142487 -0.10927371168294493 0.97902131080627453 0.071732842340282418 0.65922478827792141 -0.057755733097384736 -0.063304306755261788 0.97003683447837841 -0.064568871690867599 -0.078647648018206742 -0.00059507799594784075 0.072422769464361603 -0.29597725827319704 -0.043649860386615981 0.91738355159759533 -0.059578632688732813 3.3625990384464717 -0.014635307387283551 -0.11923696016973022 0.22938267083804423 -0.17180546926150189 -0.46139668645103599 -0.19185295432956925 0.086863479895783968
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 4 5 8 13 -7 19 23 47 -5 25 24 14 15 -3 27 26 40 20 21 33 30 -2 -13 -11 -1 -6 -8 -30 31 32 -22 34 42 -23 -15 -21 -20 -14 41 -9 -4 -36 -42 -34 -47 48 -10 -49 -51 -35
right_child=2 3 7 10 16 6 28 18 9 11 -12 12 39 36 -16 -17 -18 -19 38 37 22 35 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 45 51 43 -37 -38 -39 -40 -41 44 -43 -44 -45 -46 46 -48 49 -50 50 -52 -53
leaf_value=-0.034497385489289899 -0.0087946094796974416 0.18395887950659129 0.022374593026504113 0.022368393166051638 0.077566907424253193 -0.063088738287354201 -0.012046026843014796 -0.18857738115838149 0.0460951086820926 0.056742906975076647 0.087287595151982755 -0.14585563083927899 0.010838835674114497 -0.042417319832993572 -0.033566421998519967 0.033789770892350052 0.0098463427297959955 -0.030856750172111709 0.064673823418454277 -0.0019300846605673086 0.052345389469436399 0.042589342927215952 -0.13927223766217442 -0.070168112478141989 -0.02300878125555593 -0.021505012750458581 -0.065359039201152089 -0.01751698835218304 -0.1334607757986955 0.0085724960420582082 0.092264258088244205 0.077544270236443447 0.08664611439581095 0.0038266726412095348 -0.036384830493224905 0.090323400573265947 -0.025109173632382565 0.030598537382317045 0.040104002657668419 -0.054292896468169261 0.045204217577978822 0.0049447002845180348 0.070965151134970803 0.070268283850180482 -0.049357538335226658 -0.1504836211467222 0.0032641096968166494 -0.1129008053160263 0.015604247504948991 0.10533999128687983 -0.0085377112121945084 0.05865971782795263
leaf_weight=9.7816754569903406 5.3046699634869565 0.75244685064535599 4.7336720578750811 18.269399419848927 9.8764399622305028 7.4142924376792498 48.768919510279375 0.25814966158941421 11.056820829409842 1.424382694633098 2.8530755941683301 0.62924568884773169 63.138375783602896 32.763981719501317 3.0812997324828748 1.1635982411971777 3.6453739431744898 12.027239498413108 44.804517236629181 11.268806518084604 8.9071924048767048 8.9381451147510216 0.22423410805640642 4.0754568596166791 5.1588906864635637 25.121057027085044 61.229315882724222 0.95520688418764699 0.3961187566164871 37.063350060841913 5.2182585078990078 6.6360668420957145 0.66157083245343518 23.844000042299744 2.5179016980691817 4.8937254900229155 82.164836448171627 15.047028683140523 15.255638633635497 1.5900076534453536 12.110406639272693 1.9706542318454001 6.4813288696313975 0.70468702983634912 0.74358809174737039 0.43264838570030439 3.2659316178906002 0.55648082989500824 28.023099197082047 0.48212228236661747 4.8242824695007576 1.9832117511687091
leaf_count=4191 861 8 1456 3651 599 1399 15439 16 1988 247 298 59 17028 11265 833 301 455 3419 7693 1344 1525 2324 15 720 837 6949 26596 109 22 8597 700 820 84 4153 217 1368 29610 1629 3299 233 1860 286 1599 214 64 47 536 49 7033 98 1143 329
internal_value=0 -0.0258807 0.0250448 -0.0149579 0.00766825 -0.0195255 -0.00847628 0.0409744 0.00320688 0.00577049 0.0312026 -0.000772348 0.00544142 -0.0281506 0.0154637 0.0938997 0.0542599 -0.056742 0.0529511 0.0324574 0.0376798 0.0288225 0.0565513 -0.0355415 -0.0367654 -0.0172716 -0.0611175 0.069167 -0.00376855 0.0070086 0.0583954 0.0494421 0.0353018 0.0182383 0.0363887 0.059571 -0.0300491 0.0166773 0.0584465 0.0092246 0.0310256 -0.0187713 0.050523 -0.0128079 0.0396739 0.000413595 -0.0153482 0.0198957 0.0242478 -0.00909993 0.00212278 0.00807424
internal_weight=0 317.73 346.763 234.691 165.862 213.569 93.6427 180.901 151.385 142.005 21.1225 97.062 70.5165 119.926 4.99734 1.91605 14.477 83.0382 75.143 105.758 79.4426 54.0967 25.3459 9.38013 5.78814 26.5454 71.011 10.8316 86.2284 37.4595 25.1217 19.9034 13.2673 40.2648 14.4376 13.8319 114.929 26.3158 60.0602 64.7284 15.0828 2.2288 11.215 3.22259 12.854 4.36015 3.69858 44.9428 39.0799 5.86289 5.3064 25.8272
internal_count=175615 105629 69986 71423 38408 67474 25457 31578 37245 35664 3949 25353 18157 42017 1142 309 1163 34206 13218 18360 15387 11660 3727 1581 896 7196 30787 708 24058 8619 3712 3012 2192 7968 3486 3692 40875 2973 10992 17261 2226 302 3055 431 1924 667 583 10311 9021 1290 1241 4482
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 1 0 1 0 0 13 9 0 8 8 13 9 9 6 11 2 13 13 1 10 15 9 2 13 0 10 11 6 13 13 2 15 1 0 13 11 8 1 10 2 9 1 8 1 2 14 10 2 13 10 9
split_gain=39.5648 15.6739 7.23265 3.67294 2.71842 2.60944 2.18776 2.48352 1.50263 1.42841 1.33845 1.33351 1.23115 1.20742 1.66994 1.15568 1.06041 1.0326 1.03168 0.876589 1.03133 1.44579 0.80107 0.789084 0.740855 0.703486 0.700418 0.6992 0.691683 0.682519 0.664533 0.604459 0.604407 0.600615 0.600377 0.599403 0.592013 0.586016 0.615527 0.576093 0.560391 0.955586 1.31103 1.20415 0.919633 0.718452 0.697675 0.53546 0.524418 0.500476 0.495582 0.492431
threshold=0.091879434883594527 0.208900161087513 0.014728378504514696 0.043771700933575637 0.00035171776835341012 0.0009023604216054083 -0.045080633848556075 -0.062466613423616257 0.55945566296577465 -0.0044842205507631553 0.015632587666409677 -0.0018326072586652903 0.0086354693159020404 0.018712039834237394 0.2711441326513287 0.003553819662314574 0.0081590549089014548 0.26412187147762073 0.37793625992452168 0.05803447216749192 0.057792778431636278 -0.16479282954892771 0.015669336247996792 0.0022982216905802493 0.32998299026441708 0.00059943992528133105 0.00076268087084105721 0.018618210025102139 -0.094716039015694573 0.32110293141806667 0.35753586472229176 0.02804505825042725 -0.055271154479198496 0.98827311396598827 0.30307234823703771 -0.44628982556669033 -0.018465456053601479 0.005409947597434836 0.0031323115108534698 0.045949817692628757 5.8219709899276502e-05 0.0017577562825451891 0.97003683447837841 0.0031961558610422262 0.80477964878082286 0.00060958159156143676 -0.013088774148184063 -0.011394259561854081 0.29335822165012365 -0.72115151712085046 0.017960587426710754 -0.018614205373893911
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 10 17 12 27 -8 16 18 25 22 26 14 -6 23 -9 -1 51 37 24 -22 -5 47 29 -2 40 35 -29 -21 33 -15 -12 49 36 -4 -27 -18 -39 -34 41 46 44 -44 -43 -42 -3 -11 -13 -25 -28 -7
right_child=3 5 6 11 13 9 7 8 -10 15 32 48 -14 31 -16 -17 19 -19 -20 20 21 -23 -24 30 -26 34 50 28 -30 -31 -32 -33 39 -35 -36 -37 -38 38 -40 -41 45 42 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.075677580745069667 0.1103476960864352 0.04837146773496357 -0.064058424484673748 -0.042595499999733936 0.012552040320917841 -0.015915832025185914 -0.079714235877770989 0.033694538685579284 -0.09232894481079372 0.031147128834033568 -0.058353504354961651 -0.0025786929991130476 0.075453636915542049 0.0243854469689955 -0.068643088690422141 0.00053652121342461195 -0.021715748890942816 -0.022368167143681006 0.044774220478971762 0.0043544853709933029 -0.16696431231246522 0.024447231525724544 0.00045866793661464723 -0.13876953666640138 0.036514514531971097 0.013946918382122239 0.070668485364633202 0.062044958170827752 -0.017898790638041551 -0.098104866440256025 0.06578168940565389 0.065194821322301907 -0.028230036467447518 -0.072755893344506828 -0.071599035930567267 -0.02775513457235055 -0.054907028099645039 -0.088768595429261937 0.0085743163316612386 0.032680164379207365 0.065985176736566953 -0.069241662444724503 -0.093366391204976126 0.074902959474541619 0.11813743481325562 0.01732256327604936 -0.063395822402961877 0.061221343507289118 -0.035858282085054531 0.030695895016489151 -0.047966878861034068 0.017134462063031236
leaf_weight=11.474882067152064 0.22846234869211812 6.7121885140950326 4.9849753592570769 30.031218844823343 45.737990337860538 4.8350427710538488 4.1972461271507191 8.5932242664312053 1.772875613416544 7.886253451659285 6.2973335460046682 27.189394708948385 18.513721678886213 9.3852576095450768 2.6640760895679696 7.3236558681910529 29.029841328318071 1.1771901871252328 13.784595162447657 46.049822165836304 0.79765836329897866 0.7571729094343016 5.0470385594599056 0.15807277731073455 7.6159286954352856 1.2751435598620435 9.2536044729786191 1.5985312194752621 3.2606174723696304 0.64187298527394787 5.4231225656330926 5.9391516897594547 15.380483312190337 0.5629596684302659 27.683783258125914 51.637183292319605 48.548739421393293 0.66705787397222494 12.675365384868199 1.7122061149711942 8.3446253624715592 0.35842258523916848 2.1750334383687009 0.51355039887130249 0.86738028985564597 4.7866459250144535 0.59401235863333735 24.495544938807143 5.7167573924270974 36.048013564898611 0.35433844426006622 64.188021515455603
leaf_count=932 48 421 1626 11428 10150 925 695 2686 549 1102 2076 8463 1377 1463 518 1441 9378 135 3099 11660 33 133 1510 24 1853 420 738 316 897 77 1367 620 5614 98 12240 16934 25237 238 3699 522 1259 18 92 19 46 832 45 4807 2544 9640 42 13193
internal_value=0 0.0156094 -0.00142848 -0.0408265 0.0242275 0.0352723 -0.0126736 -0.00440033 -0.00147713 0.0290796 -0.0529098 -0.0228435 0.0546937 0.0158115 0.0080597 0.0384446 4.55659e-05 0.0665367 0.0198113 -0.00290343 0.00532319 -0.0745201 -0.0364038 0.0421664 0.0076325 -0.0592234 0.043343 -0.0278468 0.00852955 0.00290955 0.0331286 0.0402582 -0.031898 0.0282834 -0.0597482 -0.0309702 -0.0531405 -0.0137469 0.00359713 -0.0221012 0.0342781 0.0178263 -0.0219789 -0.060947 0.0631436 0.0482935 0.039154 0.053918 -0.0083764 0.029889 0.0662136 0.0148158
internal_weight=0 467.837 250.658 169.111 76.3785 217.179 174.279 112.798 108.601 164.705 101.126 67.9844 52.4735 63.7265 48.4021 81.8976 106.828 12.6521 82.8077 98.2347 55.8625 1.55483 35.0783 74.574 54.3076 77.7361 33.9598 61.4813 4.85915 46.6917 42.1922 15.3244 23.39 36.769 77.5077 56.6222 49.8239 42.3723 13.3424 17.0927 24.3519 11.2206 3.91439 2.68858 1.2258 13.1313 7.3062 32.3818 32.9062 36.2061 9.60794 69.0231
internal_count=175279 105177 64592 70102 13818 40585 50774 31001 30306 35696 46157 23945 4889 12751 10668 18479 29757 1067 17217 27071 13756 166 12938 17038 13590 37945 3512 19773 1213 11737 11129 2083 8212 9762 37897 18560 25657 13315 3937 6136 2732 641 175 111 64 2091 466 5909 11007 9664 780 14118
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=2 3 1 3 3 14 2 13 16 8 2 3 5 1 15 15 5 2 5 11 13 11 8 16 14 13 7 3 7 14 14 2 3 5 5 16 12 14 8 1 7 3 8 3 16 8 1 3 2 11 5 14
split_gain=33.9416 12.0104 5.14566 4.61551 3.15849 2.4841 2.33306 1.5196 1.55871 1.51312 1.45127 1.11954 1.05785 1.02281 1.00372 0.891449 0.879261 0.845859 0.845722 0.842974 0.830144 0.82157 0.729064 0.70572 0.703254 0.686307 0.67202 0.671095 0.658038 0.657567 0.634482 0.63349 0.628493 0.660116 0.651576 0.625414 0.61914 0.599012 0.583732 0.57866 0.577096 0.57339 0.560396 0.541386 0.522513 0.803437 0.511162 0.918014 0.863415 1.27296 0.611518 0.495745
threshold=0.026680662296712402 -0.0013740006834268568 0.48238734900951391 -0.19334460550453511 0.25876153400167828 -0.17992461747025609 0.29335822165012365 0.15346761261490241 0.024439408400673327 -0.00098686577333174756 0.30605497956275945 0.064926437567919507 -0.22078557690418099 0.09953350201249124 -0.040538630846741579 0.052518625869054321 0.05228071673340836 0.28247310221195226 0.29246365607829233 -0.032789894568991292 0.3893849248315801 0.0040524635526168031 -0.0017346557753730061 -0.024473188950864717 0.22559117873568671 0.059708075781609159 -0.065134879120288744 -0.54248162104340725 0.023690595853491005 -0.19333333072439859 -0.09288935852174933 0.00029351787816267466 -0.11760150222107767 -0.4866729155104213 0.59174724123996414 -0.027986993203110818 -0.28063922199838209 0.22559117873568671 0.0091712931641181068 0.00018600468320073563 -0.049754393816377397 -0.0058905640617012969 -0.0051077115724136113 -0.013753728941082953 -0.025341172063301675 -0.0041383150897738854 0.99421894550323497 -0.69156034494153562 5.8219709899276502e-05 -0.010656716861984916 0.72509935908089462 0.2389649374826405
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 5 16 10 14 7 8 22 15 13 12 21 26 28 23 30 27 29 24 42 31 -5 44 -9 -15 -3 -18 43 -17 -2 -7 -11 -34 -35 -28 41 39 -12 -6 -24 -16 -14 -1 46 -46 47 -4 49 -49 -48 -10
right_child=1 4 9 6 37 11 -8 19 51 32 38 -13 20 25 36 18 17 -19 -20 -21 -22 -23 40 -25 -26 -27 35 -29 -30 -31 -32 -33 33 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 50 48 -50 -51 -52 -53
leaf_value=0.040586577184625279 0.0379820902250005 0.013492465807575413 0.065827649693210394 -0.037982328728845764 -0.078050714065759669 0.0730142481059666 -0.053380674517103037 0.010091755769074399 0.0066503544490659101 0.061959959369424659 -0.057308203789860117 -0.041424378137530964 -0.0025992042365475189 -0.021137977418973528 0.074743728196876677 0.076403876573263821 0.079233076489389945 -0.060040448965188037 0.0099328327363401789 0.021426918248196342 0.044574823357057487 -0.040010005632478668 0.050809916822924933 0.037610667782079915 -0.14404697725330942 0.013842090929414588 -0.042346887168296862 0.036166642623283521 -0.026024406799951012 0.042088487366063014 0.004606732879010182 -0.0044293722091092672 -0.0878290043071 0.047342220345562618 -0.026481907830671409 -0.023478100220472104 0.027500811880193023 -0.079460410491185962 -0.031438758896727682 -0.046445309424008339 -0.016269011056580032 0.0040709395303241266 0.017576258838882343 -0.027485414993007818 0.061229888943885993 -0.19164291323267599 0.042903152371819055 0.015083072631592887 0.015209243070682036 -0.086280870726844844 -0.091425346003402699 -0.077827708371196846
leaf_weight=6.7511225389389429 8.5593384527310281 3.5056157367944243 2.8584346255156552 20.775585711559415 7.4785719722640343 1.1142972884699762 11.416307934854556 0.60115767980460322 30.817870679909905 33.391717475093174 21.981060474335209 5.0747662780868259 23.308185602951198 12.102694117489593 9.9953240538452537 9.2789646911296622 5.1766277349925121 0.72610851176432234 4.8928916080039917 21.672387909933605 7.5500484849799241 6.9738266526546786 1.3383868164964976 33.274036905921093 0.5614386074594222 10.424004784115821 29.988774736752021 12.160222981736297 2.9656180922756894 14.260341983386752 16.974947745544341 15.789105678137274 0.39511313597904418 13.163595122039622 1.3036647166591127 42.635866853946936 6.3511502685068981 12.120234825248188 14.595665691441353 26.482073759987543 23.883667829080878 1.2990421862377832 33.601223081554963 1.3990992303297414 0.20920705754542723 0.27367100847186421 9.8444379254360648 2.7100089688028675 20.774477386338276 2.2579736629268217 0.334900615038351 0.69312982560950231
leaf_count=1086 1369 1207 472 5932 1967 201 5754 101 7761 4587 13054 1866 5867 4075 1235 1475 726 251 597 5694 1913 1357 217 6156 30 3289 12936 1951 375 3101 4441 4121 37 3229 92 16835 1364 4098 6281 14187 6821 385 9348 364 37 12 1557 268 4871 181 17 131
internal_value=0 -0.0202206 0.0273047 0.000184365 -0.0377026 0.0120844 -0.0105812 -0.00570327 -0.0123826 0.039763 -0.0299912 0.00416944 0.00679644 -0.0236761 0.0377725 0.0327907 0.0277746 0.044652 0.0478037 0.0169603 0.0134558 -0.011178 -0.0241165 0.026896 -0.0653824 -0.00495313 -0.0292137 0.0490932 0.0142044 0.0556622 0.0158129 0.00074644 0.0543347 0.0371499 0.0406657 -0.0312779 0.0525903 -0.0603131 -0.0470053 -0.053442 -0.0126766 0.0666341 0.00931482 0.028867 0.0178029 -0.0837847 0.0191052 0.0122423 0.00625132 -0.0311293 0.0383336 0.00474974
internal_weight=0 336.672 271.396 155.357 181.315 122.173 111.76 100.344 77.5086 149.223 135.234 93.4115 88.3367 98.657 28.7614 100.969 43.5972 18.063 28.4322 22.835 64.4595 23.8772 45.9976 72.5371 1.1626 22.5267 76.1303 17.3369 11.1158 23.5393 25.5343 16.9034 48.2541 14.8624 14.4673 72.6246 17.6455 46.0809 36.5767 33.9606 25.2221 11.2944 56.9094 8.15022 39.2631 0.482878 38.7802 28.6009 25.7425 4.96798 10.1793 31.511
internal_count=175279 119108 56171 41179 77929 29482 32441 26687 20862 26689 57677 24673 22807 38342 4809 18744 8738 2928 5173 5825 17128 5679 12970 13571 131 7364 30978 2677 1825 4576 5810 4322 7945 3358 3321 29771 2984 20252 19335 16154 7038 1620 15215 1450 7415 49 7366 5792 5320 449 1574 7892
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=3 2 3 1 1 4 2 3 13 4 0 1 1 4 1 13 3 0 4 4 13 2 11 4 3 12 0 4 9 1 9 9 11 2 16 14 4 14 7 7 9 1 3 9 0 1 13 3 9 9 0 9
split_gain=32.8408 11.0682 6.26007 4.43741 2.62505 2.13685 1.91008 1.81536 1.75123 1.70904 1.67685 1.3841 1.27953 1.20051 1.37581 1.19644 1.18445 1.18223 1.08876 1.19459 1.07314 1.01187 0.979754 0.891199 1.46966 1.26252 0.889129 0.861501 0.840906 0.836307 0.823477 0.774845 0.848243 0.714542 0.787655 0.724237 0.701316 0.762876 0.696775 0.628951 0.620531 0.61727 0.646809 0.606344 0.593133 0.592877 0.585953 0.579664 0.578595 0.573551 0.573168 0.592875
threshold=-0.055375449359416955 0.10793154314160348 -0.31070271087810392 0.20198223739862445 0.43987846374511724 1.4426100435252922 0.00043172285950277006 0.052347818156704314 -0.20276741301644888 1.3784032573962348 0.026400999166071418 0.7881433665752412 0.096232306212186827 1.3063637706070601 0.0022219853708520536 -0.1063517877755079 -0.16098855456220915 0.0012742754188366236 -0.044218375167034994 -0.044214014595598587 -0.099460009830439969 0.97589069604873668 0.0083381598755030758 1.4178856183068673 -0.88118685196604918 -0.28063922199838209 2.1106557142047681e-05 1.0621025447340076 -0.092699848737785223 0.99514770507812511 -0.0047496857712352042 0.075365835139879669 0.033458781896428265 0.0046808568295091399 0.063540432307320871 0.23179313956511713 -0.19458687573413141 -0.15704076610791878 0.049495041486937251 -0.058692706058928602 -0.054657068114265663 0.19520585983991626 0.38944914797320968 0.04969203188924743 0.0077235647477209577 0.95888358354568493 0.71890071908979436 -0.41665945248678321 -0.0060725989080359496 0.093912948430450074 0.0032694389810785656 -0.073123943187228049
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 7 10 38 23 15 44 11 31 -5 13 14 -3 17 26 -2 22 -20 -12 -15 50 48 25 -25 -7 45 -9 -18 -11 32 36 -17 46 -36 -4 -38 -6 40 -16 42 -30 -40 -8 -21 -35 -24 -1 -19 51 -10
right_child=1 12 4 9 5 16 8 28 18 30 20 -13 -14 21 39 33 29 49 19 27 -22 -23 47 24 -26 -27 -28 -29 41 -31 -32 -33 -34 34 35 -37 37 -39 43 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.030473741170590918 0.10088509450889474 -0.07940753863740764 0.024736304462463988 0.0099469123241939031 0.048210087598408474 -0.16673025381953166 0.076827029421167911 -0.10530419563333333 -0.1041243889034061 0.025563356356852758 -0.037292183205566945 0.045226585826023097 -0.022783764230657685 -0.0045771978425452461 -0.081596686691166542 0.027235741437666695 0.0056076740447169315 -0.03448308647401304 -0.047090207006384416 0.020912348059822561 -0.00185208697987445 -0.047083938530120835 0.022321796326580445 -0.17428976946828306 0.056351698468775892 0.0085460744006114475 -0.020219067168557474 -0.010776716157822934 -0.025165385635923149 0.070472505505009594 -0.031734064081669906 0.059054865733070644 -0.038677135458908891 -0.014538789628044758 0.012566462620843884 -0.05432673465567546 0.035586737579955362 -0.015682939513788414 -0.07738798466853275 -0.05138056018653623 0.01830294593851468 -0.15041853525085516 -0.064197120141713221 0.09040174484970756 0.02317945285963538 0.065233833443379949 0.090457419855639931 -0.042220853443910203 0.082425152373488214 0.063412835742205451 0.036549572125874959 0.069747625281284795
leaf_weight=2.4648080160623094 0.6689475780294768 20.076916150450415 29.11254951108458 25.356344505224115 33.030624442493718 0.42548360326327639 11.149130766061715 1.6425855215638865 0.18519353528972615 3.4308534463634706 11.374449941882629 19.807691835682817 19.923265511899444 8.9153214948382828 0.80721054441528428 6.5775696930722907 6.8074337987636664 25.079352994798686 3.0343350125476745 12.124333468433184 34.185828389421658 15.062243420288722 5.4073929126607254 0.45132212131284211 17.792639250110369 1.9334775535389805 6.5134414980420843 6.6348592784561324 29.371261857490026 2.7918500179366674 9.2017606332374253 3.7983240410103454 3.0488030135202271 55.666183531140632 23.011767653604696 1.7235513097984938 3.9417627570292089 10.852833979020941 0.79481015674536937 47.762255348864528 2.5095551865379084 0.42086499463766713 4.9599178204480259 0.27673243969911709 2.5509025343781095 4.0151435839943579 0.51934079796774213 1.8542070208350185 17.985791999788489 0.59748742423107515 18.732241041492671 9.7596719655848592
leaf_count=497 131 13389 5532 7167 8698 9 906 308 19 652 3474 5860 8025 2446 256 2070 896 8552 368 3738 9349 3404 697 15 1020 124 697 1102 12694 261 1297 358 462 17739 6022 318 909 3814 181 28771 1100 42 2150 53 525 920 137 264 2446 119 4037 1494
internal_value=0 -0.0209709 0.0266197 -0.00720499 0.0129064 0.0313343 0.0439766 -0.0162631 0.0345486 0.0163387 0.00321346 0.0254312 -0.0458564 -0.0506832 -0.0572075 -0.0100449 0.00183229 -0.0287199 0.0273581 0.0116772 -0.0107109 -0.0312941 0.0386077 0.061462 0.046476 -0.0270786 -0.0296019 0.0195374 -0.0356996 0.0245673 -0.0161589 0.0157123 0.0121854 -0.00441718 -0.00699542 0.00787006 0.0157313 -0.00199698 0.0456332 -0.0484573 -0.00631219 -0.032358 -0.0308344 -0.0332949 0.0668806 0.0319976 -0.0135403 0.00577899 0.0761953 -0.0321632 0.0469119 0.0663316
internal_weight=0 323.092 263.03 208.035 146.955 50.6404 116.075 150.239 75.4474 57.7967 96.3146 45.164 115.057 95.1335 71.1559 113.844 16.5382 26.3458 61.7474 25.8087 45.5603 23.9776 35.9387 40.628 20.1774 2.3848 6.93893 22.7743 36.3946 9.59928 12.6326 50.7543 46.9559 87.4984 80.9208 24.7353 43.9071 14.7946 34.1022 51.079 3.31677 34.752 34.3312 1.07154 13.7 16.1395 56.1855 7.2616 20.4506 25.6768 28.6771 9.94487
internal_count=175514 122649 52865 65258 34693 10795 18172 50282 14070 14976 23898 13027 57391 49366 43516 35088 1863 8802 12639 6128 12823 5850 6511 4102 1159 139 706 5760 15194 1157 1949 11075 10717 26286 24216 6340 10255 4723 8932 30127 1356 14886 14844 234 1431 4658 17876 961 2943 8671 5550 1513
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=3 2 3 1 1 0 4 0 3 2 0 3 4 2 16 7 15 1 4 2 2 16 10 1 3 3 4 6 1 7 12 7 14 15 4 6 2 0 6 4 10 10 15 2 0 12 15 2 7 15 3 15
split_gain=28.5646 8.54824 6.59924 3.97089 3.02131 1.91901 1.9151 1.62699 1.20807 1.09822 1.03407 1.01326 0.896191 1.67421 0.882771 0.882405 0.834895 0.798498 0.761299 1.55187 0.918972 0.737344 0.717158 0.694716 0.681718 0.705997 0.662138 0.83356 0.644788 0.632149 0.630939 0.620953 0.613595 0.610461 0.612928 0.598019 0.580004 0.567911 0.562407 0.553369 0.521372 0.653805 0.583866 0.52652 0.520398 0.49728 0.486482 0.478936 0.486648 0.472396 0.470752 0.469527
threshold=-0.034563535824418061 0.12814480811357501 -0.31070271087810392 0.10132155567407609 0.43987846374511724 0.00059943992528133105 1.4321884481835354 0.013321441598236563 0.1063696537166834 0.28247310221195226 0.079702969640493407 0.44417136348783975 1.3784032573962348 0.0095367031171917933 -0.027986993203110818 -0.02212737125446386 0.14693739910168466 0.80477964878082286 1.3063637706070601 0.52934375405311596 0.99310445785522472 -0.031571292459978688 -0.0045180512316542734 0.026323657482862476 -0.16098855456220915 -0.096758530708029852 -0.22809479021217474 0.24684218169385122 0.0020293511915951972 -0.072782934756670484 -0.55608252651924384 0.028843912177037401 0.29088868354783587 -0.075221892535513465 0.078551187596850938 -0.1464442944057007 0.014725818298757078 0.047718141227960593 -0.24580242787796353 -0.37032614450644458 0.010334892609545702 -0.00098948369349786459 -0.056595407164148556 0.00038162423879839485 0.00025667934096418327 0.38827036118115638 -0.023085600857512299 0.0065248080063611278 -0.095671144242473111 -0.18671960296858472 0.0066364048980176457 -0.29905791487701489
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 5 8 7 15 33 16 23 14 17 18 13 -5 37 -1 31 26 19 29 -20 30 -19 -2 40 45 27 -7 -16 -3 -15 39 -10 38 -35 -33 -36 -9 -6 -4 41 -8 -43 -44 -41 -26 -29 50 -49 -17 -25 -37
right_child=1 11 4 12 6 10 24 9 32 -11 -12 -13 -14 21 28 49 -18 22 20 -21 -22 -23 -24 47 25 -27 -28 46 -30 -31 -32 35 -34 34 36 51 -38 -39 -40 44 -42 42 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.10079979969003104 -0.029130179230489564 0.031635630260337388 0.032492554716761962 0.038525869241842987 -0.041823562414974147 0.042868247736804116 -0.010301962456285075 -0.0056873752646666859 -0.036974642908477767 -0.048642010363251179 -0.0094766244102473668 -0.066274482973129836 -0.017436290340039535 -0.043014528365892313 -0.11834758738242715 0.0017269826629367436 0.055409372911428473 0.032851930970829189 -0.0052951614109655633 -0.068543753145723071 -0.054536080066162562 0.012047326012893874 0.065653021234546957 0.0075312652715268302 -0.0061741355754774338 -0.0041514367991665625 0.0077829413222216641 -0.061424431235397592 0.0056059352577935272 -0.036861646728613313 0.0032915178698748396 0.042014707488398535 -0.095285741457710307 0.063892142563242396 0.043889549935138668 -0.094400214044774472 -0.0077417242184745537 -0.036868166985283807 0.029998096376553235 0.066302712813933615 0.10085183110752181 0.0054277045370108579 -0.16919544164211661 -0.005836824062255312 -0.0039548684036435 0.062884635116176466 0.019891505491798855 0.054597584023213977 -0.013137521803065155 0.056327271033071294 0.1048540990547938 -0.015914649965738031
leaf_weight=4.5122702779481179 27.491689028407563 1.3855444310538576 14.917397148503367 19.681643097701908 1.3249313234409781 20.968562672103875 4.6156873094732873 13.910138654540789 18.122021263763603 5.6687481060789642 5.5504185182180654 19.930803460695643 10.044078580773201 5.4606531982663 0.40568367633386415 1.6589365706604429 5.3295782787754424 13.941279884482357 11.103981658656268 20.405295489574655 5.7399974741856559 25.549488364998979 12.882272919450768 2.0955297797190719 1.4125313352560631 6.6045343180885512 13.019741904856344 1.2243415807897693 49.414518574496469 36.893226914087791 6.3518647761702578 1.4873116150556596 1.9980689710610011 14.657607673784698 13.291699511231853 0.90193937259027723 2.5951734429472699 10.062027457566726 5.8119586524771867 1.1570922945684312 0.30810121359536413 0.4783168077119625 0.76219687453704199 0.26585648261243477 10.269895256358721 3.9334715264849365 1.7902479459298763 1.0623600983089989 61.210687336220872 35.885382266969827 0.63523399539189984 4.5221685421711291
leaf_count=218 12267 593 2652 5906 186 3595 573 3718 8732 3021 1497 9974 1679 1647 91 166 861 2358 3089 16363 1399 7915 2741 667 178 922 3826 201 13407 19875 2127 229 561 3267 4204 121 1172 2857 1713 179 23 48 37 40 3519 404 257 248 19809 3313 177 892
internal_value=0 -0.0220197 0.0231282 -0.00917173 0.0109642 0.0421291 0.0300755 0.00188481 -0.0206438 -0.00629609 0.0318975 -0.0462001 0.0100861 0.014936 -0.00303225 0.0589868 0.0187274 0.0354971 -0.0408886 -0.046269 -0.0221146 0.00249697 0.0486377 -0.0158076 0.0036066 0.0177254 0.0259528 0.0358037 0.00455516 -0.0343689 -0.0181468 0.0128226 -0.0428435 0.0429791 0.0491309 -0.0138295 0.0354562 -0.0187926 0.0165947 0.0198193 -0.0226102 -0.0290948 -0.0858944 -0.12776 0.00325038 0.0446774 -0.0132988 -0.0101668 -0.0119669 0.0539166 0.030697 -0.0292285
internal_weight=0 275.162 285.542 179.703 174.109 111.433 56.0621 118.046 112.616 79.4611 69.3769 95.4588 67.0877 57.0436 73.7924 42.0566 38.5854 63.8264 75.528 58.6841 16.844 37.362 26.8236 92.4955 18.3807 11.9505 37.0029 23.9832 49.8202 38.2788 11.8125 33.2558 20.1201 37.6814 30.5445 6.91142 15.8869 23.9722 7.13689 26.3444 6.43016 6.12206 1.50637 1.02805 11.427 5.346 3.01459 65.0038 62.273 37.5443 2.73076 5.42411
internal_count=175514 113028 62486 61735 44314 18172 12767 31547 42461 23094 14475 51293 19274 17595 20073 3697 8453 12978 41319 36831 4488 11689 5099 33168 2225 1504 7879 4053 13498 20468 3774 7592 9293 10542 8643 1242 5376 6575 1899 6350 721 698 125 77 3698 582 458 20901 20057 3479 844 1013
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 2 0 0 4 2 9 13 2 4 2 7 8 11 9 11 16 7 9 8 4 0 13 4 4 4 9 10 8 4 8 13 0 7 4 9 7 15 13 9 4 4 11 9 15 15 7 15 11 11 11 7
split_gain=22.4938 8.74358 4.19001 2.97674 1.81844 2.62536 1.48651 1.75198 1.17257 2.35137 1.15786 1.21106 1.14397 1.01126 1.00873 0.974791 0.866106 0.856385 1.43057 0.757346 0.752247 0.714669 0.698753 0.674185 0.906667 0.668128 0.955377 1.28357 0.673325 0.656077 0.919604 0.639752 0.637288 0.632346 0.677005 0.616495 0.597403 0.585555 0.578798 0.702622 0.733166 0.55789 0.654699 0.546295 0.597455 0.852589 0.533129 0.530687 0.525728 0.519218 0.518805 0.51154
threshold=0.01831020507961512 0.13119402527809146 0.0077235647477209577 0.00035171776835341012 1.3784032573962348 0.0022982216905802493 -0.026903316074663071 0.10132931145727074 0.46422158181667333 0.99292531066132905 1.9125285689369779e-05 0.0043267367371731475 -0.024925575149085825 -0.0091749712801376011 0.04969203188924743 0.0025217096614349589 0.1228804302827437 0.0048776272886290545 0.024379023415153783 -0.0052301311966633417 1.035300539122902 0.0051575619727373132 -0.17295248597141358 1.4527126965909007 2.2971851528775429 1.035300539122902 -0.003449826114167344 -0.0062224206926828063 -0.01583155516097395 1.4479182887617477 0.0028844266359655301 0.043261462333516403 5.4815567636978819e-05 0.14835228712803225 -0.084631854761030967 -0.073123943187228049 0.053673216067166539 0.07646440867020772 0.15643366109497811 0.063491522161234951 -1.2657293445565065 0.38508148486909094 -0.016057675164890796 -0.00088835389793077578 -0.046552896189029407 0.047625918068046579 -0.01196858284836186 0.07646440867020772 -0.11020958995703363 0.058481474106494256 -0.00081504345573920776 -0.0033136964439651321
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 13 5 15 36 17 21 -10 11 -6 -7 32 49 19 -11 18 22 -5 -18 -3 -8 29 50 28 -27 -28 -15 -12 -31 -13 -1 34 38 -23 -4 -9 39 40 -14 -34 46 -29 -45 -46 -43 -37 -49 -2 -25 -42
right_child=1 8 6 4 10 12 7 37 9 16 23 31 33 25 -16 -17 20 -19 -20 -21 -22 35 -24 24 -26 26 27 43 -30 30 -32 -33 41 -35 -36 47 -38 -39 -40 -41 51 42 -44 44 45 -47 -48 48 -50 -51 -52 -53
leaf_value=0.08389413370109873 0.024181347446941392 0.046456714534247982 -0.029210243561496887 0.032873748590988731 0.056561286630772249 -0.01572472655142888 -0.041560219179546803 0.00020386102118064221 -0.069839219635471503 -0.037756204498480807 -0.0049565351291044214 0.053916373921464415 -0.040049535113159729 -0.0064468188346031383 0.067988726946280054 -0.005130203313162978 0.15216915930267577 -0.0033164507693953967 0.022219306131965585 0.058340069083053864 -0.0018623383359679996 -0.087666346473654178 -0.019263562765828312 0.043993648761905514 -0.022675332947510448 0.075269305824657393 -0.11644202726436362 -0.057937318890467299 0.057032005318278116 -0.055772975484846089 0.066862931161273717 -0.033481619914763436 0.071773262223970846 -0.067042046653230464 0.007745033908921767 -0.03551768362820433 -0.075144378827897707 0.023079291105852232 0.043403240492027109 0.075542925027856478 -0.0046477976920681358 0.10236848069883053 0.065343244281565002 -0.043744811505503446 0.065970454646215662 -0.074616036782333903 -0.025376412736351245 0.16247575874515907 -0.01411154280423583 -0.054227692699152077 -0.048040598036826899 0.030049085264894634
leaf_weight=9.7724857402063225 21.00461594108129 1.1877819469955273 11.136051437248168 21.83073223203246 6.2186537265661155 11.417999075489204 18.824091196658628 41.631900965652676 29.381354319080856 18.854056506868805 8.7905215811333672 1.0986595052527262 2.2891710721960434 1.9491371695548885 5.7820711940585161 3.9485796641602056 0.3208949658437622 42.435775436981203 7.0375218561712236 25.34176984122314 5.0019219302339479 1.871083509940944 55.654978067548655 5.5208948408107972 5.1998355928808451 1.7920509430114178 0.90091452449269116 0.91560283124272235 11.550933472375618 6.9439231182914218 0.65558893023990084 3.3419240155490115 4.7729216464649635 0.83785233950766169 28.409478358149499 36.307946204729888 3.8022130832687244 15.285790865722445 15.061879175634656 1.9623527549265407 6.1019497719535201 0.35979245678754557 2.1129035762496642 0.93966110379551482 2.9436694446994807 0.48986020646407258 2.418736287378124 0.1533686910988753 12.564350384374846 0.86366207047831167 0.67406781049794329 13.943989504357885
leaf_count=560 4264 374 3283 6062 396 2385 8139 13252 24084 6746 1180 60 335 228 469 1070 49 12704 1941 7134 1562 519 21133 1778 665 108 61 70 1426 580 61 274 512 140 11084 18671 736 4397 3961 191 1781 20 223 45 156 44 175 61 5975 88 218 3950
internal_value=0 -0.0167385 -0.00553007 0.0251174 0.0192726 0.0248783 -0.0106764 -0.0081701 -0.0404419 -0.0508357 0.000146763 0.0281387 0.013565 0.0493227 0.0308974 0.0425775 -0.0277073 -0.0148387 -0.0208349 0.0465713 0.00789447 -0.0297406 -0.0249074 -0.010603 0.00807223 0.0343221 0.0113518 -0.00731452 0.0478705 -0.0235812 -0.0450635 -0.0117307 0.0658555 0.0184423 0.0195163 -0.0315343 -0.0409764 0.00635251 0.0280056 0.0184362 0.0133633 0.0474958 0.0236342 0.0115992 0.0263317 0.0456349 -0.00829461 -0.0293613 -0.0117605 0.0210436 0.0338718 0.0194926
internal_weight=0 329.101 223.459 210.508 169.59 131.146 195.808 180.87 105.643 53.5582 38.4441 10.6592 80.0247 40.9187 27.6503 51.1211 24.1769 123.952 81.5166 47.1725 5.32282 52.0845 74.4791 27.7848 11.3948 21.4818 7.98176 6.18971 13.5001 16.39 7.59951 4.44058 19.4368 68.6067 67.7688 50.8967 14.9383 56.9177 39.3593 24.2975 22.3351 9.66435 4.89143 5.28879 4.37319 3.43353 2.77853 49.0257 12.7177 21.8683 6.19496 20.0459
internal_count=175380 128447 70406 46933 43305 38093 65585 61566 58041 32441 5212 730 23827 3628 4821 14266 8357 43917 31213 13196 1611 25600 29272 4482 2661 2138 484 376 1654 1821 641 334 1490 21442 21302 25226 4019 17649 10218 6257 6066 930 418 315 245 200 195 24707 6036 4352 1996 5731
shrinkage=0.1


Tree=23
num_leaves=53
num_cat=0
split_feature=2 1 1 9 4 1 5 1 2 4 7 16 2 1 14 7 2 7 4 2 14 15 1 9 1 4 15 12 7 5 15 15 4 9 1 5 16 1 9 5 4 16 15 2 4 16 6 4 7 9 6 14
split_gain=19.4173 6.67084 4.10834 2.55204 2.18365 1.99319 1.7323 1.45971 1.44617 1.43396 1.29654 1.39586 1.16162 1.11467 1.10211 1.06944 0.889081 0.854872 0.812953 0.800798 0.785038 0.76096 0.743129 0.689691 0.765913 0.680942 0.67721 0.665068 0.639812 0.875413 0.607518 0.606586 0.600009 0.693712 0.59919 0.583752 0.578188 0.577938 0.554903 0.77904 0.627356 0.554683 0.544159 0.84062 0.700409 0.700117 0.540626 0.532233 0.529405 0.87415 0.669947 0.818849
threshold=0.066022191196680083 0.23155698925256732 0.032652564346790321 0.02565302115051344 1.4426100435252922 0.82247179746627819 -0.061767677119131913 0.0036516552790999417 1.9125285689369779e-05 1.3063637706070601 0.072422769464361603 0.046199276526455578 0.009998196270316841 0.0020293511915951972 -0.30243023094247296 -0.0022014828075684729 0.99310445785522472 0.058438028800347527 1.4527126965909007 0.36007216572761541 -0.20334813461357373 0.20361099610682995 0.99746787548065197 0.02859092109523877 0.25804927945137029 2.2971851528775429 0.07952916535737041 0.83082955972147277 -0.0027391882008957181 -0.32008820934797949 -0.034986148884219269 -0.055271154479198496 -0.87633865293242363 -0.062466613423616257 0.97902131080627453 -0.035546418998576856 -0.12815053271845991 0.99681866168975841 0.00014400936548847139 -0.16418914229617901 0.99292531066132905 -0.15311469326671551 -0.032736666618898159 0.00029351787816267466 -0.044218375167034994 -0.031571292459978688 0.1728611137987397 -0.044218375167034994 0.0012836290558067289 -0.023057313325008679 -0.30239026049188644 -0.19333333072439859
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 9 7 5 14 15 -1 36 13 11 12 -9 -2 -3 26 35 42 20 23 -10 -5 37 24 48 -20 38 -28 -14 31 -24 -30 33 -15 -27 -11 41 -22 39 40 -7 -6 45 -44 -45 -16 -8 -17 -4 -50 51 -51
right_child=2 4 19 21 8 6 46 10 18 16 -12 -13 28 32 17 47 -18 -19 25 -21 22 -23 30 -25 -26 34 27 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 44 -46 -47 -48 -49 49 50 -52 -53
leaf_value=-0.058030649534896797 -0.074797428260877666 0.051868605820468844 -0.026276485388274092 0.021388701524518369 0.019817972558424143 -0.021741133093464371 0.085109302474422249 0.01471302941081859 0.0074109747264527546 0.021332643025682753 -0.051418981136506087 0.011841852396529722 -0.025096722051145368 -0.077108669489158232 -0.019829814149381411 0.085554408785351227 -0.049218817407955334 -0.037455497427528975 0.038896036760466504 -0.041419376488919579 -0.037385828274247281 0.066723009999295674 -0.05477947836276903 0.020660600932992403 0.0084550352658044042 -0.09839942473563007 0.01728433928169134 0.098426483027539605 -0.10511498159686604 -0.0024099806314689894 0.11166944056196459 -0.019055405725526775 -0.050867645221894048 -0.006570700137790971 0.002669885979494838 -0.02232140354202285 0.038058073785732137 -0.13529984016627522 0.0256005804092094 0.038834802751181806 -0.11800538843091105 -0.089746655230529465 0.083146945786129078 0.036477080605398601 0.0051899272153433703 0.021207101489980753 0.046165057664622339 0.043497046008492017 -0.05504331894529213 0.17039525132599201 -0.0070658677862131805 0.018292738505304173
leaf_weight=4.9818068734402905 17.131629030907789 10.530770318691792 35.353009376065529 20.063418403438849 1.2960653230547903 3.1949553406157056 12.778879069286633 17.323578060484579 7.0892563154338886 4.5756914652592977 5.3384032646426922 51.781601537379174 30.740038749334417 1.7295901456527643 6.7727944955113371 3.5386243800239781 8.30162408101023 2.7742797065584446 6.149631129432235 9.6102430470973541 8.6654828950413485 4.5334637045889385 0.33668413013219833 6.3534141555282977 13.277857359251355 0.64341934298863623 2.5000387189647872 1.6882027066894805 1.4028364167315888 41.658303208927464 0.56866915733553547 1.9576550958736323 29.002873488301248 6.921535660785592 5.2017224538139999 9.1833848804526497 15.996302743849808 0.63435819046571928 5.5850105852732668 1.6542289039716696 0.8455943698863847 0.6964230807498123 2.4687317050265909 16.014499927405272 12.934636893143759 10.706120671367893 5.0466126517526382 20.621976083893969 3.594991943175045 0.43811661897052578 27.185433220620325 1.6090514110983374
leaf_count=2504 14101 1857 15093 3516 105 824 4689 5353 627 1112 977 14692 11303 475 1753 1076 2247 542 2026 6308 782 606 18 1492 4811 124 408 242 264 13069 35 659 22690 2719 567 2697 833 17 834 540 144 53 528 4035 4837 2996 1395 5637 904 19 9742 503
internal_value=0 0.0132379 -0.0276781 -0.000128552 0.0276315 0.0348201 0.0482491 -0.00487288 0.00943174 -0.0449638 -0.0031032 -0.00131668 -0.0086376 -0.0536326 0.0224059 0.0365753 -0.02341 0.0163856 -0.00427654 -0.0140375 -0.0181437 0.029786 -0.0358779 -0.0110331 -0.013509 0.0157148 0.0160188 0.0502662 -0.0139793 -0.00638119 0.0499059 -0.0553413 -0.0439727 -0.020801 -0.00871751 -0.0077952 0.0317338 -0.0443076 0.00324406 -0.0186928 -0.0423113 -0.0189279 0.0194528 0.0273181 0.0225094 0.00530202 0.0741401 0.0497147 -0.0177874 -0.00863612 -0.00289933 0.052019
internal_weight=0 346.715 174.268 179.781 166.934 119.656 57.4541 155.184 47.278 76.8463 150.202 144.864 93.0824 54.7856 62.2018 39.6286 22.0607 51.6711 29.2892 97.4221 17.2945 24.5969 10.2052 87.8119 81.4585 11.9948 15.468 4.18824 75.7588 45.0188 0.905353 3.36049 37.654 8.65113 5.84514 13.7591 17.9888 9.29984 11.2798 5.69478 4.04055 1.99249 48.8968 31.4179 28.9491 17.4789 17.8255 24.1606 68.1806 32.8276 29.2326 2.04717
internal_count=175380 90467 84913 52943 37524 32337 15789 48821 5187 46041 46317 45340 30648 39985 16548 9705 6056 14691 4196 38872 1479 4122 852 32564 31072 2717 2992 650 25295 13992 53 923 25884 3194 691 3809 991 799 2342 1508 968 158 14149 9400 8872 4749 6084 6713 26261 11168 10264 522
shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=1 3 0 0 1 2 3 13 3 0 3 11 8 2 5 11 5 13 13 8 6 5 15 13 7 5 11 5 7 1 5 5 5 11 5 13 8 7 13 0 5 8 16 15 1 6 13 11 3 7 0 6
split_gain=17.8422 6.35155 4.02117 3.11803 2.4123 1.38336 1.26414 1.09766 1.09474 1.05072 0.980854 0.966309 0.955872 0.936324 0.919032 0.842241 0.748626 0.797883 0.744488 0.690069 0.919014 0.673719 0.707073 0.665265 0.686981 0.664839 0.656915 0.61617 0.826149 0.924542 0.806288 1.81715 0.744568 0.727502 0.600738 0.560568 0.546937 0.523174 0.506864 0.736427 0.713388 0.506551 0.502494 0.491281 0.554996 0.996653 0.810441 0.525007 0.543293 0.562521 0.467691 0.461564
threshold=0.088406432420015349 0.019169671460986141 0.0009023604216054083 0.0041566637810319671 0.50343078374862682 0.20452654361724856 0.24847257735382303 0.32998299026441708 0.25876153400167828 0.0001767967551131733 -0.569474574374908 0.11194670018500223 0.0083844769798237431 0.070243775844573988 0.078284577319300594 -0.032789894568991292 -0.38128086442984993 0.015304747220648842 0.0018587898141305401 0.001145259034682786 -0.1662419485676184 -0.22843498886419458 -0.11233190796883398 0.18645139564423149 -0.043515037873827545 0.012268348941250748 -0.030145060268229208 0.28759834181701044 0.010544296487909144 0.99681866168975841 -0.037906012436521426 -0.085449172308707771 -0.2260891512949125 -0.035730202216644052 0.29415877999727241 0.16923663828473193 -0.060126103251436185 0.0047403874787960995 -0.015105468221488576 0.0069256178103387364 0.59174724123996414 0.016119258656571576 -0.028902358400943459 -0.14411749356508605 0.99514770507812511 -0.0022798592040872679 -0.20675446783043813 -0.02600958795969267 -0.92169725941494096 -0.0012735965594833345 0.0010833700653165581 0.19966713242729636
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 11 9 6 10 13 16 -3 -1 -5 12 43 21 36 -9 17 -6 41 23 25 22 -4 24 -12 -21 -25 30 34 -30 31 32 50 -33 -29 -10 -11 -35 39 -23 -40 -15 -26 -2 -45 46 -46 -48 49 -49 -18 -34
right_child=2 8 4 5 7 -7 -8 15 35 14 19 -13 -14 18 -16 -17 27 -19 -20 20 -22 38 -24 26 42 -27 -28 28 29 -31 -32 33 51 37 -36 -37 -38 -39 40 -41 -42 -43 -44 44 45 -47 47 48 -50 -51 -52 -53
leaf_value=0.079884064158368559 -0.0024727023466223539 -0.032595549294999485 -0.03564737030565656 0.054266858604621451 0.026565410118803923 -0.042978977449497954 -0.05545788919546718 0.0018666874817146141 -0.049352049552175273 -0.10359599253868679 0.024394370679964274 -0.10284537273651102 0.073272235545431594 -0.031480868962772107 0.048147093594156143 0.056460042420452244 -0.078676158954300801 -0.047062457332599263 0.0034940518836479987 -0.011238147253870429 -0.0096955532832294633 0.044409406706032009 0.0056325834167570725 -0.088271193133789019 -0.042314400886536055 0.039632724963732692 0.0087838442802821472 -0.0045351932839913685 -0.038305065304874999 0.069116192135937934 0.043932550357795787 0.099703534398201246 0.058185536065445013 -0.027850333702898772 0.03770400834260676 -0.087119587837020895 0.0047599400533692013 0.035034548487350957 0.023033332187961969 -0.0086708231606402227 -0.067005401122490107 0.017772735336344225 -0.018497904557473299 0.047348489804835379 -0.17151620743989124 -0.030763940174238877 -0.01052602333538466 -0.12014063377718705 0.086612133476278053 0.042966922091867699 0.018321645576197084 0.016685015069176488
leaf_weight=3.5803511296835522 2.8710080057062433 72.101590883679364 5.7889950610260739 2.4071863278695664 2.519685806000779 13.232798624175755 3.7536996932467437 3.549050029214416 27.127985061130406 0.47573837696108867 2.7326600150336153 0.43507957516703655 9.1538432136730972 15.09360939902581 6.5421208054376612 13.874854845245634 0.50202366570010681 3.4922190504003083 20.15673371948651 3.7909158898764854 31.095158489264577 3.1666658236572429 14.526241808096527 0.72544917927007091 14.155575994131132 7.9111783445478068 11.335515235041383 5.9049812919693085 5.7323467765236265 0.91445489958277892 17.077309138446935 0.51749822494457376 10.780033636197915 10.036543095498926 7.8061280640249606 4.6285524688864816 8.3403357881907123 1.5081129710888479 40.171449900744847 14.571018227336024 0.8830784262099759 2.4112274650105965 23.774717157508356 27.636778816086007 0.15548728592693795 2.7908317991823406 1.1740326962317338 0.25285219945362769 3.1215222003447711 0.9523027657050982 11.65174030264461 3.5885459181445176
leaf_count=369 368 40251 1288 507 389 9255 1903 558 16952 71 796 46 748 6277 1180 4210 58 655 7084 1541 10456 700 4138 84 5203 1768 3298 606 859 79 6520 50 5029 1705 1648 1995 2297 498 12066 4481 157 793 7691 3713 3 310 59 19 356 110 3810 468
internal_value=0 -0.0209852 0.0167902 -0.00626209 0.0110397 -0.0126529 0.00152628 0.022566 -0.0394243 0.0312261 -0.00854802 0.0428354 0.0441901 0.00336619 0.0198043 0.0453531 0.0177172 -0.0162164 -0.00960894 -0.0101407 -0.000705761 0.00954417 -0.00615115 -0.0177965 -0.0239118 0.0231609 0.00282604 0.020404 0.0055112 -0.0233828 0.0258474 0.0178267 0.032455 -0.0143387 0.0195303 -0.0549019 -0.00128193 -0.0195947 0.0149678 0.00084008 0.0210687 -0.0246853 -0.0274017 0.0373261 0.0404924 0.018009 0.0420949 0.0486607 0.0646984 0.00750915 0.0142071 0.0478539
internal_weight=0 233.958 268.522 130.1 219.978 111.161 120.523 99.4555 103.858 18.9385 97.9284 48.5437 48.1087 116.769 15.3582 17.4239 82.0316 6.0119 37.6616 95.5212 42.7973 79.1074 20.3152 52.7239 40.663 11.7021 12.061 76.0197 20.3579 6.6468 55.6618 38.5845 26.5223 12.0622 13.7111 31.7565 8.81607 11.5447 58.7922 17.7377 41.0545 17.5048 37.9303 38.9548 36.0838 8.44703 5.6562 5.50071 4.32668 1.20515 12.1538 14.3686
internal_count=175475 103714 71761 44516 66029 40599 38887 27142 59198 3917 31344 5732 5686 36984 3548 4768 22374 1044 14154 30837 13765 22830 5426 17072 13690 3309 3382 21330 3192 938 18138 11618 9365 2253 2254 18947 2368 2203 17404 5181 12223 7070 12894 4938 4570 857 547 544 485 129 3868 5497
shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=3 2 0 1 1 15 13 3 6 14 5 3 3 13 10 3 3 8 13 5 1 13 16 15 0 5 1 15 13 6 6 5 1 8 0 5 5 15 0 3 6 15 13 5 10 8 1 0 1 8 5 16
split_gain=16.1653 5.94822 4.35984 2.79904 1.73326 1.34996 1.29779 1.01912 0.85082 0.840671 0.714436 0.701997 0.680035 0.677718 0.670246 0.692405 0.660127 0.640142 0.627337 0.694476 0.597217 0.595217 0.709565 0.572193 0.670706 0.56938 0.565773 0.742913 0.580596 0.673827 0.564048 0.635508 0.514981 0.511377 0.492261 0.483751 0.491879 0.468881 0.47961 0.462225 0.453546 0.766101 0.436542 0.578741 0.570711 0.493375 0.432262 0.824678 0.489952 0.473004 0.471929 0.467205
threshold=-0.055375449359416955 0.11020793393254281 0.0061876566614955672 0.091391030699014678 0.40357854962348944 -0.076850796250510681 -0.099460009830439969 0.20555634459014985 0.50262998036154738 0.29088868354783587 -0.42769693944491965 -0.3991014920175075 0.34290835727006203 0.16265367500100705 -0.0097624300552666705 -0.59763632481917728 0.46316341310739523 -0.0046051164809733439 0.32998299026441708 -0.19865279634377811 0.0031323115108534698 0.32998299026441708 -0.13795580292381923 0.084608009138409365 0.00046471082896459853 -0.46006062560450262 0.99514770507812511 0.028370015621370138 -0.20675446783043813 0.0039882269968385606 -0.34102729622442596 -0.23962006484371975 0.59298142790794384 0.0016136544524437658 0.0044913750607520351 0.021683978569544331 0.012268348941250748 -0.052745607863588478 0.027498172596096996 -0.32385599281406025 -0.32939674021017185 0.1729020655304386 -0.11103055202177824 -0.44605829095974775 -0.0080481303855178751 0.020151334380328758 0.99870431423187267 0.047061169520020492 0.30307136476039892 -0.0081935651254791807 -0.4866729155104213 -0.068454629610991011
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 5 7 11 6 14 20 -8 16 -6 35 18 -13 -1 -16 25 21 46 -20 -2 -12 -23 24 26 -3 -7 28 -28 -30 37 -32 42 -22 -35 36 -4 38 -15 -17 41 -36 45 44 -44 -27 48 -48 49 -5 -50 -52
right_child=1 9 4 12 10 23 8 -9 -10 -11 17 13 -14 30 15 39 -18 -19 19 -21 33 22 -24 -25 -26 32 27 -29 29 -31 31 -33 -34 34 40 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 47 -49 50 -51 51 -53
leaf_value=0.08043403688348745 -0.05238388661957423 0.0095765094160023389 0.0093646965106851058 -0.025300177734015362 -0.031004231055031223 0.057643259296063447 0.0021053394814807124 -0.051941978852857486 -0.13059374711094837 -0.061417062700888904 0.004454817218259413 -0.012077396199909041 -0.053586511693915123 0.038096308699378162 0.11984323931292876 -0.062855601593445568 -0.055096780325735534 0.03767964229076573 -0.017669145526868671 0.044266747465236657 -0.019555411836145675 -0.021191632553766142 0.067774433388041636 0.056008126317200958 0.025586137722027558 -0.050591863430124541 -0.15812845011819732 -0.054651091914348561 0.073383889963079971 -0.0062234595674003166 -0.026211296374349241 0.021897055801881945 0.042168340244583491 0.047938296751416892 -0.0088083161494708281 0.046351510791356937 -0.13277284274729326 0.026208086374447034 -0.15562986482294872 0.031416451351904823 -0.00949100331707191 0.11259460319961274 -0.19024382760936073 -0.024453916636690342 0.000985763044019273 -0.015222207121898177 -0.11713354058969161 0.069710123182182032 -0.051995226350480407 0.0043590181739004271 -0.00069652197589877821 0.025563853041111445
leaf_weight=3.538922378938878 3.9926200228328517 3.4186629906580484 5.9898526802135148 7.0581395478475342 2.3368149443267603 17.691726549779563 14.511252971763721 7.9099708502199055 0.48220400261925611 13.354155278981123 16.696099241666165 47.897817416655926 1.7413147289480537 0.16016293774009682 0.47246256767539341 0.95160534404567498 12.658665047618795 21.731676869357216 2.2758287166361688 8.6807935813021668 51.072372804446786 1.1992237546364775 3.4529775519029036 21.432221132781706 26.729609123962291 19.952579747371143 0.12906970176845778 1.0351055224746231 2.9043731938072588 1.6674477987835414 3.2998438560389376 15.967402340958866 0.90008988622139341 1.700307905603039 1.3651930535561398 4.595943240357883 0.23616874869912852 0.38937351657659991 0.51568139567098115 1.1062280680271237 35.844855095992898 0.81949793237436086 0.39920749311568215 34.513487585569706 0.24918960209469432 4.9382426028059845 0.71716399333672487 0.33414707824704237 0.99967493343865044 22.38314057948628 9.9158971252170414 21.364409462659985
leaf_count=357 2365 1406 1753 2273 447 2086 2738 4354 93 6374 4723 15364 627 45 53 111 8263 7157 744 2595 19717 335 1059 2961 6205 15600 3 122 250 157 998 4585 395 430 516 928 28 111 30 215 14021 117 6 22176 111 2558 101 78 159 7586 2745 7244
internal_value=0 -0.0173507 0.0193419 -0.00674956 0.00711421 0.0357642 0.013496 -0.0174925 -0.00231046 -0.0382435 0.0226787 -0.00183091 0.00787078 -0.00558522 0.0524383 0.0129978 -0.034213 0.0256022 0.0093347 0.0313942 -0.0146089 0.0132869 0.0448477 0.0423109 0.0364404 -0.0300923 0.048796 0.0214154 0.0383061 0.0444367 0.00970582 0.0136413 -0.0323193 -0.012938 -0.00442658 0.0218099 0.00361409 -0.0605423 -0.109918 -0.0123411 -0.00678891 0.0372668 -0.0334478 -0.0262497 -0.118667 -0.0435904 0.00547661 -0.0575775 0.00656673 -0.00276223 0.0150722 0.0172436
internal_weight=0 268.56 217.121 178.175 124.469 92.6522 21.0627 102.705 14.9935 90.3843 45.4168 79.0522 75.4705 68.2303 6.06922 2.5303 77.0301 43.08 73.7292 10.9566 94.7948 21.3483 4.6522 71.5896 50.1573 64.3715 23.4277 5.736 4.70089 4.57182 20.3325 19.2672 60.9528 90.8022 39.7299 10.822 6.22602 1.06522 0.675844 2.05783 38.0295 2.18469 60.0527 35.1619 0.648397 24.8908 62.7726 1.05131 61.7213 29.4413 32.28 31.2803
internal_count=175475 122561 52914 65672 37563 15351 3567 41520 2831 56889 13721 23842 24152 21133 736 379 50515 13274 23525 3339 37166 6117 1394 11784 8823 42252 2618 532 410 407 5769 5583 40846 34801 15084 2709 1781 186 75 326 14654 633 40451 22293 117 18158 20186 179 20007 9859 10148 9989
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=3 3 2 1 2 2 3 2 10 9 6 5 6 7 11 1 6 1 9 6 13 7 9 1 13 5 9 16 9 5 1 2 5 7 10 10 1 1 5 1 13 14 14 6 7 5 16 5 5 7 9 13
split_gain=14.3343 5.08926 2.69141 2.05985 1.33027 1.25157 1.01242 0.793701 1.03833 0.940032 0.888063 0.848081 0.764833 0.992389 0.761399 0.720769 0.659604 0.652918 0.642454 0.75701 0.694506 0.609137 0.603862 0.586132 0.624657 0.551113 0.535002 0.527864 0.513838 0.556258 0.709566 0.605908 0.551006 0.505 0.497855 0.661842 0.572632 0.781616 0.632944 0.497289 0.491065 0.490027 0.479583 0.478792 0.470282 0.467234 0.46716 0.444499 0.54799 0.50317 0.437547 0.430773
threshold=-0.0021291690645739432 -0.26448471844196314 0.11248610541224481 0.43987846374511724 0.0077230217866599568 0.091879434883594527 0.55021265827781474 0.00060958159156143676 0.0066963965053836874 0.055574674010489225 0.25677009137408041 0.28759834181701044 0.30433470302012433 -0.029001102270787772 -0.012217539421707479 0.30307136476039892 0.2711441326513287 0.99746787548065197 0.093912948430450074 0.19966713242729636 0.16265367500100705 -0.029001102270787772 -0.054657068114265663 0.99514770507812511 0.072372612957612367 -0.19063218759528655 -0.001278350861934564 -0.032449462550034391 -0.00073862521925391821 0.72507360347951033 0.99514770507812511 0.0034608173882588749 -0.4866729155104213 0.04073601666384475 -0.0071728320251389062 -0.0097624300552666705 0.89401552081108104 0.76849952340126049 -0.38128086442984993 0.061607530340552337 -0.27827020015355125 -0.090837762736448183 -0.17582848189574191 0.21412365555332208 0.0050177248404652793 -0.23524978599837101 -0.014462698282448656 1.0000000180025095e-35 0.52191679866304708 -0.00047774904343273329 -0.022014037378666317 -0.12612116131082021
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 7 4 5 47 18 15 8 11 16 -11 14 13 -12 -1 22 17 -9 19 20 27 50 -6 -13 -25 -22 34 -3 32 31 42 -30 -5 -21 35 -16 37 -36 -38 -23 -41 -26 46 51 -7 -17 -31 49 -49 -2 -4 -24
right_child=2 3 21 28 6 44 -8 9 -10 10 12 23 -14 -15 26 45 -18 -19 -20 33 25 39 43 24 41 -27 -28 -29 29 30 -32 -33 -34 -35 36 -37 38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.077547839700560658 -0.023590128622007218 -0.015412726704049758 -0.045551113979382669 -0.073313918306417411 -0.064437860283779097 -0.032114426845802978 -0.076568470872376518 0.022906860916597268 0.09493882348775029 0.080038668433172824 -0.20746377903691707 0.032319321217429878 0.042031283022414434 0.011194655194138065 0.020134912537332739 -0.034348157583227505 -0.022934922709139979 -0.13850154966790082 0.045355274768349413 -0.01087084388391458 -0.011622343268608617 -0.045618640297529441 -0.033247643160636504 0.023482312299634912 -0.033757965548581008 0.022731472191319942 0.05140693606942736 0.0036996302568858882 0.047288721783975057 -0.033072243461092818 0.043126293621390359 0.014353957401729556 0.012371213710405284 -0.055413941738348529 0.044260299536291785 -0.084337704908773972 -0.096359231535582471 -0.12334004990561774 0.066065110544418645 -0.086661174136271932 -0.019522327550203177 -0.16718453393283253 -0.10733151108797134 0.010492041552685936 -0.0048550431805807056 0.028550889297116213 0.093675731396496223 0.048295231211632692 -0.02648118623811643 0.026330199817924602 0.0070712334174456715 -0.01415972441221957
leaf_weight=6.2091940200771196 4.3346420095695057 20.421829710481688 2.3344153888319852 0.75517285917885857 2.7336147136520585 17.212906459090849 2.790977127991936 52.571086337038878 3.4228503225240265 5.3615373054490174 0.29540667054243386 6.015869420807574 2.8419987532834057 0.61122677719686214 1.5779327488853598 1.4858522651629753 3.444516526797087 0.23455374641343851 3.2558734417689257 12.06904704653334 5.7513552733798887 51.765554059034912 16.137493135163815 1.9304076252155939 1.7150202703196558 24.598257255653152 10.224038653206664 49.306140909135138 15.253028328446822 1.6362279498716814 1.9316264060325918 8.8403556717314569 26.304263670292585 3.212473952167783 0.63783338470966799 0.96215656607819244 0.24319154147815414 0.46734352588828187 3.3214833487436413 1.1680232455146313 13.783173868037919 0.31394872372038651 0.68259170878445674 5.9280908865712254 10.014369528322275 5.5109213999739941 0.33542500436305989 5.3318121709071411 1.1879116337222511 3.7488787207184933 4.8031129452210726 44.323880084797572
leaf_count=954 1387 6554 1325 117 939 9007 1316 14069 326 461 28 440 290 51 311 565 776 27 410 3411 2026 36941 8453 111 147 7151 1674 15532 3371 261 144 3226 8484 893 165 159 32 66 720 643 7670 17 79 2725 4167 2155 25 1953 186 1487 2858 19381
internal_value=0 0.0127028 -0.0237373 0.00347983 -0.0124642 -0.00276984 -0.0175948 0.0308549 0.0425534 0.0242154 0.0539928 0.0371729 0.0165405 -0.0626437 0.0474847 -0.0154153 0.0193773 0.022144 0.00166939 0.000429682 0.00359616 -0.0380049 -0.0185113 0.0126913 -0.0171424 0.0162183 0.0367102 -0.00190045 0.019828 0.0291516 -0.00276219 0.0352236 0.00993383 -0.0202876 0.0157952 -0.0197461 0.0351288 -0.0274347 0.0545652 -0.0409751 -0.0248631 -0.0556633 -0.0362216 -0.0166036 -0.0220979 0.0151408 -0.0108716 0.0152474 0.0346362 -0.000431771 -0.0102092 -0.0192626
internal_weight=0 303.983 167.368 201.581 93.5141 145.842 78.9108 102.402 37.0413 65.3603 9.11017 33.6184 3.74863 0.906633 23.6432 76.1199 56.2502 52.8056 118.615 115.359 100.078 73.8543 69.1231 9.97525 3.95938 30.3496 17.434 69.728 55.7387 28.6793 4.58587 24.0934 27.0594 15.2815 7.20994 2.54009 4.66985 1.10518 3.56467 66.7168 14.9512 2.02897 2.65424 66.3895 27.2273 6.99677 1.97165 14.6032 6.51972 8.08352 7.13753 60.4614
internal_count=175666 85682 89984 64858 40547 49151 35534 20824 5122 15702 830 4796 369 79 4081 34218 14872 14096 35977 35567 31263 49437 31498 715 275 9177 3127 22086 15707 7106 509 6597 8601 4304 1453 470 983 231 752 45254 8313 164 365 30559 13174 2720 286 5013 2139 2874 4183 27834
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=3 0 3 1 1 15 4 1 1 4 4 1 4 13 0 10 12 13 1 1 3 0 5 14 12 5 1 4 5 15 1 13 6 10 13 5 15 14 11 6 11 5 1 4 14 4 14 0 13 13 6 11
split_gain=12.527 3.89225 2.86046 2.43536 1.70953 1.20341 1.19573 1.10316 0.750746 0.718747 0.693746 0.654786 0.649192 0.70354 0.650593 0.646721 0.642017 0.621625 0.611838 0.602388 0.595276 0.593624 0.582344 0.563276 0.560192 0.534274 0.529164 0.582447 0.527008 0.544698 0.512141 0.646828 0.812366 0.505875 0.503639 0.499431 0.58694 0.76057 0.49096 0.484494 0.52506 0.466116 0.464833 0.858416 0.628002 0.511054 0.460263 0.449936 0.44786 0.907203 0.602573 0.520026
threshold=-0.011102130636572836 0.0058285074774175891 0.23929471243172887 0.61829057335853588 0.09953350201249124 -0.070662870423619753 1.1605441084291281 0.032652564346790321 0.010397203266620638 1.3994971499962372 0.037308388323577503 0.99746787548065197 -0.37894583659185482 0.3893849248315801 0.02214869670569897 0.0015412918681395867 3.6192604361595944 -0.026912675034106822 0.11623686924576761 0.96467843651771557 -0.52053740504197765 0.0001767967551131733 -0.0085661451899147947 -0.46139668645103599 1.6267758943819073 -0.032888478161069608 0.28994657099246984 0.11692959465239357 -0.03121506002794322 -0.18188031239388294 0.7881433665752412 0.087765989395252722 -0.24580666640471729 0.0058090445413558631 -0.17295248597141358 -0.38128086442984993 0.018135876276498288 -0.42587924385604287 -0.022916011465270052 -0.1662419485676184 0.0062293184766734249 -0.061768779134138203 0.00021942763123661282 1.3063637706070601 0.3582234961268605 1.4768670721517181 0.17935734138691456 0.12401537969708444 -0.13926415502160991 -0.13651529060839601 0.40213372996076063 -0.0030793845546930152
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 8 20 11 -3 9 -2 -5 21 13 14 -9 35 26 -16 -17 -18 34 30 48 -22 33 -11 -6 -28 29 -25 -7 32 -32 38 -1 -8 -37 -38 -12 41 -41 -40 -4 44 -44 -45 -10 -26 -23 -50 51 -51
right_child=2 3 42 10 16 6 15 12 46 25 24 -13 -14 -15 17 18 19 -19 -20 -21 23 22 -24 28 47 -27 27 -29 -30 -31 31 -33 -34 -35 -36 36 37 -39 39 40 -42 -43 43 45 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.097010712554183309 -0.044460368233669958 -0.024968953170486169 -0.068017486798462687 0.044470709082057774 -0.0069606980675435805 0.072136243888117055 -0.094077730993608985 0.018337716101504625 -0.013385809184127538 0.028641214154635743 -0.021860155721340924 0.10622764571680375 -0.0080048466829124049 0.038012535928084595 -0.018106982934437601 -0.087933001141509745 -0.13532784553108354 0.0063845540601336339 0.059027960079989929 0.0041815968290789089 0.063676534306301047 0.050433587833811605 0.055080374665216536 -0.051534518632948167 0.042968388416002805 -0.026048767612390208 0.033340549166937711 4.1079449785636027e-05 0.016854306683744755 -0.0015362971302697898 -0.065733676275181577 0.074041621276098188 0.043919086449672823 0.060851198766109039 0.022670904369454587 0.027222501871967397 0.063346482051541572 -0.024580358851995832 0.0249478199748971 0.023309512362224911 -0.10570543873262622 -0.064365169145149198 -0.041554353657635767 0.035547247572401644 -0.097605325245020316 -0.046598895732985667 -0.040298357329254797 -0.037173056064834113 -0.23239733991995407 0.038657971158172127 -0.058215101157512064 0.0029063249814439787
leaf_weight=1.1222105293818456 21.637972596172407 18.222125579275144 7.7658175590695455 12.684801125567445 21.093713489647598 9.8734501909930241 0.45733158965595677 21.65980569875137 66.006920226332568 2.4853445530752651 5.3783155682685893 1.6449558182212047 44.745861009319924 6.749272375534928 16.579033023510192 0.28800468516419542 0.63093826018302823 27.576663156958602 4.2717324465484126 0.5901015380222816 1.2780225055612433 5.8813852293969822 10.136756398682339 3.4557647980254869 9.1294779011659521 6.2287385481904476 9.7450566995262324 11.37051470818187 6.5280596115626333 5.8498872392083276 1.0955642575572713 2.1051135684756446 1.701383043968234 1.6868995606855595 4.6415208614148495 8.914734154641339 1.1493311523809095 6.2612924770364762 0.96868811894091811 13.345297369913171 0.3059360078332255 1.42687105230289 21.352651808963408 2.1884352188499174 2.2025556406479145 1.1359970510238779 7.0214851679047561 0.74541250344918886 0.12529813771834852 10.526326427396274 0.90349802997661655 6.6296723928753645
leaf_count=118 18037 8699 3159 3961 8845 993 33 4811 33975 599 867 429 19769 1628 4520 62 107 7008 296 140 176 1081 2652 670 2734 2095 3206 4704 1243 1254 68 309 275 595 896 923 85 733 465 4958 63 192 16976 705 1278 536 3292 231 13 2892 148 2162
internal_value=0 0.0132317 -0.0205924 0.0046401 -0.0144897 0.029643 0.0359929 -0.00209036 -0.0214829 -0.0347003 0.0246061 0.0443615 0.00146663 0.00730759 0.00414953 0.0161227 0.00215861 -0.00281477 0.0494432 -0.0688044 0.00965404 0.0422463 0.0349763 0.000280851 0.0169478 -0.0104243 0.00423926 0.0154241 -0.00490115 -0.0201659 0.0590137 0.0324195 0.000825673 0.00841696 0.0373962 0.00702748 0.00995804 -0.0108258 0.00424202 0.0130049 0.0202858 -0.0283313 -0.0464319 -0.0401552 -0.0468644 0.00737941 -0.0159825 0.0368635 0.0264744 0.0186842 0.0206507 0.0248594
internal_weight=0 276.046 181.456 181.204 146.811 94.8413 71.9658 135.533 103.38 30.3521 45.6717 50.6234 117.311 72.5648 65.8155 21.3424 43.4303 44.1557 4.55974 1.22104 22.8755 48.9784 34.2029 17.1117 32.9869 8.71408 42.2093 21.1156 15.8337 9.30565 14.7755 4.90206 2.79695 23.112 5.76373 16.7827 16.3254 7.41062 21.4251 16.0468 13.6512 2.39556 34.6455 26.8796 23.5552 3.32443 73.0284 9.87489 24.0662 18.1848 18.0595 17.156
internal_count=175666 78012 97654 60501 75000 17511 13154 46435 57998 20731 14066 11022 37736 17967 16339 2132 17002 11528 358 247 4357 10593 8948 3343 10105 2694 16755 7910 3167 1924 1645 652 343 7140 1014 1774 1741 818 6545 5678 5021 657 22654 19495 18254 1241 37267 2965 6296 5215 5202 5054
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=1 3 1 4 4 0 1 1 13 1 4 7 13 6 3 12 11 4 16 0 13 4 7 7 13 4 3 16 12 16 4 1 13 12 3 3 11 12 15 4 4 3 0 12 12 6 10 1 3 13 16 6
split_gain=10.07 2.97809 2.85585 2.02593 1.52113 1.49438 1.41606 1.1892 1.08149 0.99184 1.40736 0.915973 0.903648 1.28299 0.895552 1.12889 0.882055 0.83621 0.764474 0.753328 0.709881 0.673993 0.660243 0.635113 0.614182 0.716535 0.522491 0.511368 0.507451 0.503243 0.485241 0.468908 0.463748 0.455848 0.513486 0.534328 0.921835 0.494243 0.472157 0.45241 0.577234 0.446918 0.441887 0.48196 0.441616 0.440568 0.437524 0.433098 0.427257 0.451562 0.426123 0.414269
threshold=0.066422734409570708 0.015351537615060808 0.48238734900951391 1.035300539122902 -1.0845972161984634 0.018628815189003948 0.99304074048995983 0.94509240984916698 0.19004348159331488 0.00059392512775957595 1.3063637706070601 -0.0020922821601649612 -0.022960569406900482 0.25677009137408041 -0.92169725941494096 -0.18647500295056507 -0.010339383656603451 0.31184752099498003 -0.010364764497145804 0.0035543187987059359 0.37793625992452168 -1.1313310561052725 -0.0022014828075684729 -0.08263615226086797 -0.16948755211784727 -0.10568678228940899 -0.09359809546731411 0.0063295347977376949 0.91197503301076399 0.024439408400673327 1.4768670721517181 0.12695293128490451 0.23783510904824348 -0.28063922199838209 -0.17355676367878911 -0.31070271087810392 0.0017486138076795478 0.38827036118115638 -0.0092754260100658785 1.4321884481835354 1.4527126965909007 0.5773446373641492 0.00035171776835341012 3.4778855198657124 -1.1323587550746168 0.2711441326513287 -0.0090770256230709254 0.7079625427722932 -0.28634691098704929 -0.10403235776273873 0.21036321679475531 0.15224433440569515
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 7 19 12 18 24 -6 17 23 -7 16 -14 15 -8 31 -3 39 45 26 29 -9 -11 -4 -26 33 -28 -10 -13 -12 -2 -15 -16 35 38 -37 -36 -35 -5 47 -25 -20 -44 -21 -1 -31 -41 -42 -50 -19 -23
right_child=2 9 3 6 8 11 14 22 28 10 30 21 13 32 20 -17 -18 50 42 44 -22 51 -24 41 25 -27 27 -29 -30 46 -32 -33 -34 34 37 36 -38 -39 -40 40 48 -43 43 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.066750546815390846 0.021593212120099858 -0.089659883564233378 0.059531570922936254 0.015819530447547758 -0.020145626829077494 -0.017181484744468602 -0.18164975251129564 0.027456980380426543 0.0049607829180772986 0.018903778157078211 0.044722203231956942 -0.041882405082642647 0.011896675512394733 -0.026049975037777173 0.10086333617568453 0.023136771092303686 0.017549930233101401 -0.044369099746137126 0.060040826450423503 0.024705120438832329 0.097327057012239093 0.012479593580557015 0.062410709600493143 -0.029938445077895687 0.037445930988322856 0.010124626790984362 0.017779803382028229 -0.050916773506509506 0.063067675771958917 -0.047959389846622902 -0.02295269126077808 0.076917425802613237 -0.10638717745532721 0.055486263986428454 -0.056315119554242399 -0.0063726661810662227 -0.26326961989697101 0.088878689869516192 0.0081754792826331073 0.035678454277101597 0.046468835986081286 -0.061294728347304733 0.014097648113155718 -0.080995780571900322 -0.0060223921654331313 -0.024738462508927823 0.015185955779124228 -0.044150188337143181 0.14413818023394512 -0.026243811398504648 0.032901891051120818 -0.0087573583515267676
leaf_weight=3.6657416213929563 2.2198089277953867 4.5055009227598957 4.4811214978321905 3.0880444797512672 51.220768604253863 36.407704089207982 0.44009354891022667 7.8931956352216757 8.9852604003790457 2.4852229193966187 3.5197528225544366 5.2688946351227042 29.934403449020465 1.9961434622964582 1.005954549764289 0.64525424104067741 14.675596196270815 14.757639534505866 1.8899568185879605 8.2545153848368535 1.4845186035672657 39.775764327827346 17.42281119827021 54.099920680947889 15.522291632512632 25.160538770163839 4.3062547720946887 1.4283566293452166 1.788130754699522 1.4173044076851509 1.4996270200535944 5.0564663467721402 1.1197712135763138 4.2054984129863469 0.25147454615216114 1.5967641328606994 0.13558039150666434 2.1112067299254704 4.2289174850302507 0.71603597741341118 1.5215499763435243 4.9673208017311472 5.3768273629830219 0.57386894559022028 10.750450458133852 0.60475996462628234 4.6459738556441152 10.0434801747906 0.14651286994922275 3.0359186077257556 0.73767775829037496 11.928110565525456
leaf_count=557 311 3376 1102 1438 25421 15466 19 2326 3399 1239 1122 1114 8524 484 102 95 3515 6616 143 1707 209 16953 5941 39039 5037 9399 825 200 670 271 871 585 256 306 36 246 3 247 454 83 280 4392 1356 83 2376 78 1043 937 46 942 308 4295
internal_value=0 -0.0191727 0.0117235 0.0233851 -0.00590595 0.00275842 0.00758939 0.0341901 -0.014089 -0.0322359 -0.0263564 -0.0045571 0.0159821 0.00553014 0.026415 -0.0614745 0.0317013 -0.0517651 -0.00799626 0.0158838 0.0310593 0.00273711 0.0515392 -0.0305088 0.0244489 0.0205606 0.0258701 0.000565697 0.0146923 -0.0193314 0.0244936 0.0601322 -0.0553561 0.0365763 0.0312806 0.0214473 -0.0289234 0.0731228 0.0318316 -0.019056 -0.0260306 -0.0325929 0.0181559 0.00471535 0.00733414 0.0537461 0.000329533 -0.0387881 0.00318552 -0.0176504 -0.0406574 0.00757891
internal_weight=0 171.842 273.158 118.712 85.2696 154.446 48.2321 70.48 61.9942 86.5727 66.5718 99.4438 55.0022 33.0503 21.8399 1.08535 21.9519 20.0008 26.3922 23.2755 20.7545 63.036 25.316 61.5525 45.164 40.6828 19.27 5.73461 10.7734 11.3322 5.01938 7.27628 3.11591 13.5354 12.5294 10.1668 1.73234 2.36268 8.43442 18.5515 15.4635 59.0672 7.84065 5.9507 19.005 4.2705 6.06328 10.7595 4.70398 3.18243 15.4953 51.7039
internal_count=175843 91171 84672 31855 34208 52817 8050 23805 29490 56963 46663 39142 13675 9264 2742 114 4411 10300 5308 4718 2628 23676 8267 44670 15538 14436 2419 1025 4069 2428 1993 896 740 1394 1292 1009 249 283 760 3726 2288 43431 1582 1439 4083 635 1314 1020 1268 988 6924 21248
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=2 2 4 3 1 3 4 5 1 5 1 3 9 5 8 16 5 7 13 5 3 16 16 1 3 16 4 5 13 0 4 13 14 2 4 14 1 14 0 7 5 5 0 14 4 2 0 1 5 13 9 1
split_gain=9.73212 4.55123 2.53617 2.06773 1.34798 1.33042 1.11453 1.05812 1.04343 0.896096 0.891075 0.883565 0.852317 1.10932 0.796517 0.72645 0.685775 0.860755 0.64052 0.630441 0.612113 0.60871 0.583797 0.545094 0.536678 0.709632 0.530193 0.567531 0.508848 0.504956 0.496177 0.641288 0.492125 0.609842 0.488168 0.510567 0.487211 0.462535 0.446192 0.44381 0.442099 0.476071 0.436452 0.420696 0.415469 0.414263 0.409321 0.483941 0.500261 0.641852 0.406265 0.390783
threshold=0.10029553622007371 0.0027190537657588725 1.1834401563996646 -0.070841645821928964 0.031904103234410293 0.13888523727655414 1.2670013246311738 -0.035546418998576856 0.99304074048995983 -0.22078557690418099 0.208900161087513 -0.92169725941494096 0.027067384120849556 -0.23962006484371975 -0.023914037058143541 -0.033359019311627915 -0.057248685789692687 -0.072782934756670484 0.42755458720469491 -0.46006062560450262 -0.54248162104340725 -0.075711483715211234 0.021784564861128976 0.0018569750245660546 -0.29840000020340079 -0.0023648475332259237 -1.0616980162903207 -0.23962133067817817 0.10132931145727074 0.00010804989506141284 -1.2413356770009798 0.21007042740092732 -0.57988805162026513 0.00048841253737919043 1.4479182887617477 -0.35810250533022192 0.00018600468320073563 -0.04060740934639049 0.12211941927671434 0.0009804621888259478 0.22009920711748307 0.72509935908089462 0.0038595582591369752 0.40037764558262473 0.71181530294176221 0.0022982216905802493 5.4815567636978819e-05 0.64208054542541515 -0.44605829095974775 0.0037424863357540541 -0.00036377927716767282 0.16319739073514941
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 14 12 6 10 16 -8 24 21 22 15 13 26 19 -11 17 -2 29 -1 -6 -10 -5 50 25 45 -3 -28 -12 -15 31 -14 -13 39 -26 -36 -9 42 43 -34 -38 -42 -24 44 -31 -4 -16 -48 49 -49 -19 -33
right_child=4 3 8 5 20 -7 7 36 9 11 28 32 30 18 46 -17 -18 23 -20 -21 -22 -23 37 -25 34 -27 27 -29 -30 38 -32 51 33 -35 35 -37 40 -39 -40 -41 41 -43 -44 -45 -46 -47 47 48 -50 -51 -52 -53
leaf_value=-0.0772062331537227 0.057264590282657284 -0.050681087593659239 -0.0023017794708137802 -0.014527968536155839 0.04030104689035683 -0.037876227487816432 0.020483008801297244 -0.05015825044871805 0.10322123855843301 0.097059575628286779 -0.00093912964719680399 0.10499928705176023 0.068132979679102965 0.078291123587063111 0.070369108507164435 -0.10753071817241287 -0.06826889433229448 -0.082282670014055703 0.045590186527832449 0.020354610857132038 -0.01738998776615298 -0.096653166669041432 0.046334254245950723 -0.029290524465371195 0.0025543989536149941 0.05294604355541277 0.0029455111893243987 -0.048185953701404348 0.028685259991989932 0.015387407712835264 0.020584955064070064 0.015511186677382756 0.05526540669224931 -0.023465491706730846 0.02317681076039519 -0.048355955286427527 -0.062300627427617161 0.0076507719782826075 -0.028578685555502886 0.02173696057117299 0.016483430572418828 -0.065649260900200526 -0.017288961037763634 -0.085538598504111815 -0.018744883152293116 -0.1477411876574829 0.02640030170090539 0.069414147964223058 0.053856783690299087 -0.053217282695837899 -0.039533141270300547 -0.16359128334427839
leaf_weight=0.72010768597829145 0.8853480793186489 3.1881876853294697 6.097033865909907 58.10836582853517 1.8996935500908865 12.645744678332447 5.0633610775112201 7.4616043388159579 0.16773293852747884 0.20816574004129507 11.615977076920673 0.91872013270040653 4.9759670226194457 1.0725641505705414 6.1201098634483051 0.7643566532497087 11.914720354763174 4.5813560291207978 5.9178252993879132 6.4870194095783509 45.838712850991669 0.89858598934370337 1.1408685003298185 12.931470033439835 5.5444943229522305 2.863071893705639 12.534028563757602 2.6074473451590139 11.556923475664233 44.446315031564154 11.379539778252363 0.33433074026834209 7.1633558573594227 1.8653217782411946 1.180328119167825 6.1251988816075027 1.3531883974064838 30.937525440027457 2.8875117118950575 8.8562843293839233 3.9926594999597 0.83887173776747648 15.700396072199508 0.42297612359106906 3.8624465892353319 0.18477301143138891 12.733015945510486 0.71627680203528044 24.588849282765299 1.0024805611756162 4.423273034601154 0.17168819630751386
leaf_count=104 430 646 716 25423 546 7271 1672 1802 27 42 4576 77 545 138 725 52 13760 3316 1948 1402 25265 107 305 12128 1159 286 4348 528 4723 13818 1913 52 855 397 245 1192 1157 11375 980 903 1470 169 5538 93 1754 27 5084 61 9461 153 5067 12
internal_value=0 0.00813777 0.0265862 0.000678436 -0.0273011 -0.00694479 -0.0382084 -0.0185075 0.00853489 0.0245581 -0.00390928 0.0293883 0.0121941 0.00772768 0.0413445 -0.0627921 -0.0488051 -0.0385985 0.0144419 0.0104424 -0.0150802 -0.0640475 -0.00779656 -0.0425104 -0.00665629 0.0118469 -0.0137346 -0.00590532 0.0138459 0.0109296 0.0325449 0.0572262 0.0342101 0.0304742 -0.0198225 -0.0367707 -0.0329823 0.000392485 0.00950375 0.0367738 -0.0121768 0.00203673 -0.0129351 0.0117698 0.0126526 -0.00698044 0.0462701 0.0424622 0.0502135 -0.0019262 -0.0614012 -0.048712
internal_weight=0 330.712 95.2053 235.507 101.184 141.706 53.4459 18.7097 42.8374 20.8425 129.06 19.7762 93.8008 76.9393 52.3679 0.972522 34.7362 22.8214 58.6096 7.20713 47.7384 1.06632 105.887 21.9361 21.9949 9.14488 18.3297 15.1415 23.1729 52.6918 16.8615 5.48199 18.8037 17.885 12.85 7.30553 13.6463 47.7788 51.6192 16.0196 6.18472 4.83153 16.8413 48.7317 48.3088 6.28181 45.1607 39.0406 26.3076 1.71876 9.00463 0.506019
internal_count=175843 109061 23075 85986 66782 59211 40971 6270 6085 2460 51940 2326 26775 24253 16990 94 34701 20941 18731 1506 25811 134 42641 20511 3625 1029 5522 4876 9299 16783 2522 609 2232 2155 2596 1437 4598 17218 16645 1758 2796 1639 5843 15665 15572 743 15484 14759 9675 214 8383 64
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=1 2 0 3 2 1 4 1 5 16 3 4 9 4 2 2 5 11 5 5 11 5 6 0 11 6 9 1 5 4 6 3 2 9 6 16 12 2 1 12 11 3 1 1 6 6 4 1 6 2 1 12
split_gain=8.49833 3.97635 1.59659 1.53034 1.03015 0.977802 1.84049 0.877314 0.871715 0.84854 0.786025 0.714084 0.659559 0.620467 1.25698 0.918855 0.754256 0.61601 0.580464 0.546813 0.542028 0.710205 0.598707 0.536439 0.53575 0.604277 0.518929 0.508609 0.478751 0.477841 0.578025 0.457965 0.42729 0.425412 0.422729 0.435789 0.47981 0.632669 0.419997 0.415489 0.664522 0.522427 0.401537 0.396592 0.811282 0.970824 0.639211 0.538369 0.507278 0.613293 0.506369 0.46567
threshold=0.12695293128490451 0.11020793393254281 0.00025667934096418327 -0.19334460550453511 0.0027190537657588725 0.54786482453346264 1.2052693270482087 0.94509240984916698 -0.39437067416776211 -0.0071658114477810659 0.32866591168567544 -0.10568678228940899 -0.0404933649379235 1.3784032573962348 0.5084613859653474 0.979864001274109 -0.032888478161069608 -0.11020958995703363 -0.64415718268179767 -0.03121506002794322 -0.012217539421707479 -0.01397129485039615 0.13434703242078766 0.0007475773454643787 -0.11020958995703363 -0.23909673265779677 0.02859092109523877 0.0031323115108534698 0.65301814178713913 0.29970269777277475 -0.21685102244611945 -0.38228829205036158 0.00015969910600688311 0.12715689807713204 -0.043408444067709551 -0.19188412573647326 1.2475346356293227 0.00060958159156143676 0.00047239327977877116 3.4778855198657124 -0.0052624520034050045 -0.41665945248678321 6.3125016822596089e-06 0.99604648351669323 -0.019592294719348109 -0.019594419778145408 1.4479182887617477 0.99421894550323497 0.16649572208061975 0.00010640882464940661 0.76849952340126049 -0.12110512789892715
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 20 19 -5 10 7 11 31 33 18 -7 -11 14 17 16 42 -3 -4 26 21 -2 -23 -19 -13 -26 -1 -14 32 -16 -31 -9 -20 -6 -22 -36 -37 39 -25 40 -38 -42 -15 44 45 -8 -45 50 -46 -50 -47 -48
right_child=2 13 5 4 9 6 43 8 -10 12 -12 24 27 15 29 -17 -18 23 28 -21 34 22 -24 38 25 -27 -28 -29 -30 30 -32 -33 -34 -35 35 36 37 -39 -40 -41 41 -43 -44 46 48 47 51 -49 49 -51 -52 -53
leaf_value=-0.010680749301038305 0.078144182668384354 0.086796666849225781 -0.087834999899009281 0.034079639685097127 -0.020127225236162311 0.039268258728981598 0.00057649809357855056 0.041546307220277238 0.053282066126197715 -0.042289132209806478 -0.068524078340325784 -0.10074404213779597 -0.053801417161419944 -0.070859494723776381 -0.07033146026877557 -0.034880988782105007 -0.019118381003095715 0.10135862872203645 0.074683490959673318 0.034132469723597791 0.04656545356927981 0.061391222398983564 -0.017970546830335481 -0.087482422668015786 -0.029558637218050909 0.018780515444080007 0.036327471657934769 0.00077738553371271542 -0.083142132791868634 0.020130160308883805 -0.050471762345490979 -0.059884586879890137 0.0059875181531793761 0.057528275406720675 -0.092049508889754605 0.034194145074270627 0.058066389320017821 -0.16504710306282833 -0.026637291619513732 0.07703646246878626 -0.020220995012368792 -0.16321947076659113 0.056351536464820474 -0.022879967628853359 0.058151669121154895 0.0081310622940843902 0.12611992587021426 0.098854961650230125 0.030156491836976364 -0.021467153994251174 -0.074600636947876345 0.027966053532342744
leaf_weight=7.7718928898284521 6.2316847857218818 0.46098541829269279 0.64583985466742788 5.5259590066680166 55.843468120739999 12.760379526267796 7.5394363560699258 0.7302079873443289 18.856600091697146 3.9948248721520931 1.4531519476986421 0.41666428864118543 1.7338163295607945 0.25477446627337519 11.763538183081893 10.120282059255258 3.6699338121834471 0.30317449642461625 0.89939462627080402 12.236004147256606 6.2223897129988464 1.948865618018319 1.8280439490044953 1.1608336847202725 3.0268096528598134 17.2035548939748 3.3444547664694255 67.936793781450433 0.57852516075945359 1.3733313474367603 7.1545996474596887 1.0859804933352304 72.994334528687432 0.69797301858488836 0.36731560318730672 5.2062337610987006 0.60636630583030671 0.24807552492711682 33.48830662374894 0.49878713373618655 0.73627793298510369 0.37858851805503968 3.0948404948721873 2.5530560274273721 2.0855415373953301 0.8839744166471063 0.51391570497071359 0.20449189236387599 4.4706448953947984 4.7056654663465451 4.4187365486286581 5.6284420619776938
leaf_count=2434 591 212 197 2362 25188 4422 1998 114 7810 1181 820 49 1206 45 13778 3156 1545 60 287 2622 933 200 111 816 675 8407 403 26189 132 629 10509 235 27041 116 39 601 107 55 23578 54 70 36 803 437 1005 115 65 16 373 706 389 817
internal_value=0 -0.0129352 0.0156752 -0.00407373 -0.00814232 0.0121228 0.0193699 0.0307238 0.0469125 -0.00993858 0.0038782 0.0206867 -0.00286475 -0.0322822 -0.0374019 -0.0156217 0.0121627 -0.0260097 0.00529454 0.0195629 0.039601 0.0574397 0.0230745 -0.0275404 0.00917919 0.0115287 0.00349716 -0.000594098 0.00612273 -0.0572443 -0.039084 -0.0190964 0.00684123 -0.019151 0.0270288 0.0118433 0.0170151 -0.0192082 -0.0287191 -0.00174181 -0.0251191 -0.0705622 0.0463561 0.000758874 -0.00579855 -0.0227577 0.0190652 -0.0546025 0.0138531 0.00369316 -0.0608278 0.0365151
internal_weight=0 231.93 187.928 159.085 135.733 163.655 87.0841 54.0802 20.6728 130.207 76.5712 33.4074 73.6654 72.8446 55.7048 17.1398 7.01955 35.4133 75.1181 23.3524 24.2726 10.0086 3.77691 34.9523 20.647 20.2304 11.1163 69.6706 74.4723 20.2915 8.52793 1.81619 73.8937 56.5414 14.264 8.04164 7.67433 2.4681 34.6491 2.22002 1.72123 1.11487 3.34961 33.0039 24.3085 13.0466 8.69541 5.5072 11.2619 9.17631 5.30271 6.14236
internal_count=175739 116832 58907 61701 56242 56110 27633 21712 8159 53880 28477 13553 28576 55131 49582 5549 2393 24666 27657 5459 2797 902 311 24454 9131 9082 2837 27395 27460 24916 11138 349 27328 25304 1895 962 923 322 24394 267 213 106 848 5921 4602 2518 1319 520 2084 1079 504 882
shrinkage=0.1


Tree=31
num_leaves=53
num_cat=0
split_feature=3 3 2 3 1 13 2 1 9 4 4 14 10 12 8 2 4 2 2 9 14 13 9 2 4 4 6 10 8 1 8 13 13 2 1 13 6 8 9 14 6 6 6 6 6 13 8 6 13 1 15 1
split_gain=7.51392 2.2906 2.19341 1.66473 1.53524 1.01153 0.864938 0.772158 0.745489 0.738738 0.69427 0.942193 0.755683 0.691518 0.683719 0.659599 0.60871 1.17247 0.606544 0.600274 0.523876 0.517884 0.517781 0.495209 0.493988 0.482733 0.585195 0.602519 0.627348 0.473983 0.458421 0.447068 0.438894 0.435884 0.44302 0.43335 0.555323 0.432724 0.398019 0.586856 0.42234 0.390773 0.388508 0.387613 0.576897 0.547754 0.374249 0.371631 0.368517 0.360425 0.487448 0.414725
threshold=-0.014647579751908777 -0.36601943103596563 0.0068946825340390214 0.25876153400167828 0.37101632356643682 -0.32367308430602137 0.20452654361724856 0.018122711218893531 -0.024246597109299852 1.4426100435252922 1.4426100435252922 0.035579976641745031 -0.0055136406610425707 2.9944493214055599 0.012896823369038026 0.00060958159156143676 1.3784032573962348 0.99531114101409923 0.00085406008292920898 0.12715689807713204 0.46267171254332407 -0.065882073211777525 -0.092699848737785223 0.0017399672069586816 -1.0845972161984634 1.4527126965909007 -1.0000000180025095e-35 0.00061761850547010502 -0.0068035479172360476 0.99746787548065197 -0.011701753354464725 -0.62019668179193854 0.0095973003027432693 0.00060958159156143676 0.001397589279804379 0.13629424586642899 0.26406259789600089 0.0051535599088240415 -0.012189057633757572 -0.074491301131065127 0.028252519498149671 0.43428538788615584 -0.014036810506346484 0.22240064419606326 0.23103105502838034 0.0056767106404744224 -0.035629183811293756 0.43428538788615584 -0.032764559281506282 0.99514770507812511 0.1729020655304386 0.99746787548065197
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 13 5 6 -4 19 16 -6 23 15 12 49 -2 22 38 24 42 37 33 35 -21 -9 47 -7 26 27 28 30 31 -11 -17 -15 -3 -35 36 -5 -14 39 40 -1 -36 -18 -33 45 -45 -46 -10 -24 50 -12 -51
right_child=2 4 3 20 8 7 -8 14 9 25 11 -13 18 32 -16 29 17 -19 -20 21 -22 -23 48 -25 -26 -27 -28 -29 -30 -31 -32 43 -34 34 41 -37 -38 -39 -40 -41 -42 -43 -44 44 46 -47 -48 -49 -50 51 -52 -53
leaf_value=-0.12227249548343846 0.026261863165558109 0.039419907830058151 -0.04322305309801034 -0.035948553557942624 -0.036730294073692445 0.0075809125303859986 -0.032735634722540513 -0.088319636664097659 0.046119492821107194 0.026832531297079118 0.013334537223308999 -0.11366080104199548 0.033553322614743281 -0.13820572477738069 0.013770238725367199 0.090746291270634855 0.040646784791682225 -0.067570473337486558 -0.038516337348288632 0.076262843327676258 -0.09058056594628007 -0.045337637407972461 -0.020002660275686132 0.019591636767131049 -0.040339724631143298 0.023997809907756823 0.011793620585840129 -0.089455566741776682 0.031157502449040128 -0.16491331754029487 -0.095997876737319077 0.029637379866169496 -0.014630831400645958 -0.098026506256224624 0.00064399130565990787 -0.067389355077056109 0.038265871878608859 0.099206636604513149 0.057433799840439108 0.10743995505540103 0.037602887100220084 -0.03535026984841616 -0.013039538869200168 -0.22613380766927249 -0.052078455453738161 0.0040764886382289988 0.020746506171171412 -0.052827135960342157 -0.0048412216057679329 -0.061100946733835551 -0.10748919963451298 0.055376241873615319
leaf_weight=0.40680275368504226 14.347573121247708 2.7390321664679496 11.448901833618491 20.124552807898009 2.2767485748117897 2.4226537319227708 8.0291153734638083 0.83995047486678132 14.739693639770845 0.4253216193174012 4.9281167887384081 0.58244751681923013 6.280710514605742 0.34241176211071334 13.099172902771896 1.0506623241672048 3.6282147446327144 2.0100587769702543 0.99177499591314688 1.7774487148417395 2.054083784158137 0.42262149398447846 24.604922484028968 19.99612365522853 18.825660616475261 7.6390618385485132 5.8008584118215385 1.4272243416053241 1.6317489626235331 0.11199785588905697 0.99237902963068314 30.212991971757219 1.4520918122070723 0.44959194897819443 101.15025921965753 4.2178382509682697 1.0474658002895001 1.1879622295964507 11.959415440043809 0.28095866442527118 0.25966269374475814 3.0912762572479542 2.1277227514656252 0.19117258894402667 0.80847304507915385 0.20348529412876815 4.8402477441137535 0.37560862351529145 45.995308245355211 1.8856770393031186 0.34052310814149667 0.34990080723946437
leaf_count=73 5889 1114 8241 16741 631 1017 5818 215 5427 60 545 69 488 66 5740 107 1234 635 151 181 928 79 14553 9128 18565 1724 543 122 181 20 82 9503 422 165 33446 2503 812 56 2941 49 51 1201 774 19 143 49 846 114 22023 180 26 49
internal_value=0 0.0114468 -0.0161017 -0.0198134 0.00536898 -0.0149131 -0.00109075 -0.0120525 0.0191079 0.0215166 0.0271613 0.00937919 0.0139883 0.0189359 -0.0072187 0.0330028 -0.0261239 -0.00215749 0.0344479 0.00123174 -0.0421099 0.0527297 -0.0110697 0.0299447 -0.0348742 0.00498685 -0.00916044 -0.0362525 -0.0109817 0.0262571 -0.0592706 0.0269085 -0.0393233 0.00016865 -0.000864732 -0.0381285 -0.0322481 0.0442047 0.0524971 -0.00973026 -0.0606182 -0.000429202 0.020822 0.0250155 0.00188991 -0.11233 0.0101941 0.0436021 -0.0101288 -0.00910502 0.00519367 -0.0425805
internal_weight=0 239.837 168.589 152.447 172.964 125.003 117.659 113.554 55.3048 53.028 66.873 16.5471 15.9647 16.1421 84.5394 50.3259 29.0143 7.766 8.46045 109.63 27.4439 2.20007 71.4402 35.1114 21.2483 17.9166 10.2775 4.47667 3.04945 37.419 1.4177 37.307 1.7945 107.43 104.691 25.3899 21.172 7.46867 12.9068 0.947424 0.666465 104.242 5.75594 36.2564 6.04338 0.394658 5.64872 15.1153 70.6002 7.50422 5.26864 2.23558
internal_count=175739 75381 100358 93981 60016 72997 42004 64756 18012 17381 15365 1564 1495 6377 42531 13801 22225 2643 695 36186 20984 260 36791 14669 19582 2712 988 445 323 10687 142 10667 488 35926 34812 20056 17553 544 3114 173 124 34647 2008 10560 1057 68 989 5541 36576 800 571 229
shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=3 0 2 2 4 8 11 3 4 7 6 13 8 6 0 3 16 7 4 3 13 12 7 6 8 0 4 11 8 15 15 11 4 7 4 16 2 16 4 2 6 0 13 16 0 0 11 7 6 4 8 8
split_gain=7.03011 3.21861 1.9693 1.1298 1.20813 1.10465 0.951603 0.83106 0.801199 0.840399 0.71113 0.701081 0.686884 0.67109 0.65724 0.595999 0.584945 0.735817 0.569329 0.558696 0.545954 0.54135 0.50096 0.483023 0.460072 0.453909 0.451918 1.05229 0.565098 0.528095 0.443641 0.449622 0.533225 0.406331 0.401724 0.647185 0.376352 0.371084 0.364155 0.562827 0.530025 0.433612 0.418301 0.368754 0.358679 0.4735 0.352563 0.348166 0.336083 0.3269 0.318573 0.316441
threshold=0.041676083579659469 0.0024284975370392208 0.012003259267657997 0.52934375405311596 1.3509307227589595 -0.0026083096284889883 -0.0056750320707602752 -0.14470711350440976 1.4426100435252922 0.005165214112484817 0.2270156080510041 0.41319805596976716 -0.017332447488274217 0.19423326386151349 0.0080999508500099199 -0.0075947703808196812 -0.0071658114477810659 0.038555664038876607 -0.048410987388273964 0.30270966852549469 -0.17991509329642102 -1.1704375586412838 0.14835228712803225 0.26406259789600089 0.029064736241238062 0.074932858347892775 1.4479182887617477 -0.005819185298672945 -0.060126103251436185 0.084608009138409365 -0.070662870423619753 -0.013638306391440763 -0.044218375167034994 -0.0048587553055168204 1.3063637706070601 0.024439408400673327 0.21129776537418368 -0.016859088924936389 0.11692959465239357 0.0050254752859473237 -0.24580242787796353 0.021147174760699276 0.93860380712535241 -0.12539173817923868 0.022677916102111343 0.023700822144746784 -0.0203955369039047 -0.1495793751110143 -0.3567830106897259 1.4479182887617477 -0.004979170112557111 -0.0027094455397667608
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 14 7 -5 8 10 18 9 15 -2 16 -10 -11 26 30 24 20 23 37 -18 -22 -7 44 47 -23 28 29 -3 46 31 -1 -33 -14 48 36 -36 -8 39 41 -40 43 -42 -16 -4 50 -28 -9 -21 -37 -46 -30
right_child=6 2 3 4 -6 22 19 11 12 13 -12 -13 33 -15 38 -17 17 -19 -20 34 21 25 -24 -25 -26 -27 27 -29 51 -31 -32 32 -34 -35 35 49 -38 -39 40 -41 42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.066021798081699765 -0.014628413343257771 -0.072691770312628537 0.032512719340245834 -0.064388450433823366 0.0061210467570130527 0.04127351177693963 -0.036424401345790891 0.0828609670113995 0.034542494042703396 0.013570921104338197 0.03781427193626026 0.025598012955291179 0.027976466325606349 -0.055220339778763596 -0.04646543419451981 -0.067047851465696487 -0.024022675590519908 -0.032491727600800269 -0.011835599004812514 0.031076710073896969 0.0220435345783286 -0.0065116452220774562 -0.090353493232705556 -0.023682046776210195 0.020980846170198617 0.018763007269381946 -0.0046078048381269446 -0.0873807819072287 0.00010461550214551502 -0.086816810197683225 0.05165908986578837 0.044331646298043738 -0.051285855620536662 -0.040876390450373556 0.078465780392905485 0.031371317522358159 -0.068669901912034106 -0.018392519952228067 -0.044594206132038398 0.013426247801643998 0.017373730218946427 0.059656656610576841 -0.10029943850834999 0.032116268207694892 -0.15790412123972472 0.01315350425223151 0.074517672277167255 -0.019334784532942573 -0.057122967201897371 -0.032336329775561251 0.0035994781702836337 0.027834645042139262
leaf_weight=0.9921642659173816 12.950412790215525 0.82547544423142127 13.200507709534582 6.174935756436069 3.9949304795154603 31.041178856745322 18.524928367464327 0.31870653269288496 2.2460140720068011 5.6365938936505691 3.2122549357009111 6.4885924604350285 1.0106252630939705 1.8753718203079186 0.66326784685224982 0.50974537262664199 7.4383151610054474 7.1382309882283144 9.0798915613922855 0.43560711465397695 13.673083700481582 32.048155735651562 0.27592504280619223 2.6968812903069184 3.1089362865004651 9.1107746437792212 1.2494033192051577 1.783333536950521 10.310063350696515 0.43994414780172508 10.472146010921277 0.95002321679930979 1.4527162704725944 5.2531877628643979 0.17185670004982911 2.0147001557197659 2.5999559575393505 29.899170345853236 1.4898624709458115 11.524121112461897 29.758370005476539 7.4079102136793153 0.28792933077784155 4.9386830796247541 0.25804266234626994 14.471508709977568 1.0047466350079051 47.739878529086354 13.698517002553899 1.3170634019443239 0.21793736005201836 6.8314940268901365
leaf_count=151 6549 163 3141 7707 1632 5561 13551 77 211 1742 1530 2431 111 340 161 206 3505 1947 4542 268 5094 13326 42 726 1079 4183 184 247 3620 60 2430 226 332 486 63 580 754 20730 345 4193 11802 2590 96 1748 31 4381 197 22975 14309 498 68 2457
internal_value=0 0.00639313 0.00144488 -0.00439778 -0.0367281 0.0268863 -0.0260121 -0.00242515 0.0132955 0.0234129 -0.00417589 -0.0063795 -0.0127229 -0.00369181 0.0146262 0.0375625 -0.0081038 -0.0021224 0.0101572 -0.0311498 0.00136712 0.00481801 0.0400637 0.0166344 -0.016214 -0.000911323 0.000164451 -0.0281966 0.00725276 0.0112927 0.041488 0.0100091 -0.0134321 -0.0297202 -0.0451094 -0.0235713 -0.0591099 -0.0253014 0.0204133 0.0295494 0.0132932 0.0437938 0.016188 0.0226959 0.0205095 0.0098834 0.0309649 -0.018627 -0.0543694 0.00614978 -0.0864641 0.0111732
internal_weight=0 317.39 255.674 177.159 10.1699 61.7157 84.8245 166.989 30.3986 21.8888 16.1627 127.065 8.50983 7.51197 78.5146 14.3768 120.576 69.4086 39.9248 68.6618 62.2703 54.832 31.3171 30.8449 51.1675 41.1589 22.4445 4.47743 17.967 2.69409 13.867 3.3949 2.40274 6.26381 20.2377 6.10358 2.77181 48.4241 56.0701 24.534 31.5362 13.0099 30.0463 5.60195 28.148 14.9475 2.25415 48.0586 14.1341 3.33176 0.47598 17.1416
internal_count=175378 116546 104708 76845 9339 11838 58832 67506 6235 5427 8079 54617 808 2082 27863 3345 52186 28055 12889 50753 26108 22603 5603 8347 24131 17509 6928 688 6240 441 3139 709 558 597 16472 1895 817 34281 20935 8692 12243 4499 11898 1909 7621 4480 381 23052 14577 1078 99 6077
shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=3 2 2 14 2 4 3 14 8 4 9 2 5 13 16 4 13 16 9 16 11 2 4 10 2 4 11 16 2 5 13 9 10 4 11 11 5 14 11 12 12 14 4 13 10 12 8 8 8 12 5 10
split_gain=6.23392 3.06006 1.41434 1.30452 0.938574 0.870394 0.849069 0.874119 0.829126 0.77555 0.763262 0.721655 0.662314 0.608187 0.597233 0.58728 0.582887 0.587921 0.592565 0.550294 0.538336 0.52509 0.564429 0.513501 0.44233 0.419362 0.4376 0.555956 0.501029 0.435913 0.4119 0.400134 0.441925 0.399091 0.393348 0.393249 0.390646 0.490277 0.414337 0.388609 0.447457 0.490669 0.382536 0.375397 0.372668 0.361498 0.380556 0.419425 0.354938 0.350939 0.344215 0.342464
threshold=-0.09359809546731411 0.26133252680301672 0.013629605527967216 -0.11221342320830487 6.4150719936151299e-06 1.3509307227589595 0.085459115915000453 0.26201907309375932 -0.0080050414463777152 1.4426100435252922 -0.024246597109299852 0.64543026685714733 -0.36517203250178015 0.017247106791042948 0.025262980897902052 1.4479182887617477 0.65974870359493354 -0.031571292459978688 0.020284824735477703 -0.067123746908356763 0.0032731098081509873 0.00076221712515689443 -0.048410987388273964 0.0075228602709258999 0.0029624926391988997 1.4527126965909007 -0.0042642639033924259 -0.0055351980479783252 0.00015969910600688311 0.13170878323004606 -0.29226393520062544 -0.025514998020301934 0.0061003447192132269 0.201063776681393 -0.012661579176162575 -0.02600958795969267 0.17400300404307584 0.23179313956511713 -0.0041565242188004075 -0.13813569668987738 1.2788398778162235 -0.57988805162026513 -0.044214014595598587 0.37793625992452168 -0.010553157614643051 -0.29624285327850775 -9.0741187094161172e-05 -0.0029205839121268324 0.023292114407610566 1.7072321861346273 -0.035546418998576856 0.020921316663603105
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 12 8 -5 11 16 34 -1 10 23 -3 13 14 -2 24 17 18 48 -7 39 49 43 -6 -14 26 27 45 -29 -27 -19 -10 -33 -16 -8 -20 37 -32 -38 -17 -41 -42 -24 -23 -37 -11 47 -47 -4 -12 -21 -39
right_child=1 5 6 4 9 19 7 -9 31 25 21 -13 15 -15 33 20 -18 30 35 50 -22 22 42 -25 -26 29 -28 28 -30 -31 36 32 -34 -35 -36 44 38 51 -40 40 41 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.011760011358952674 0.061260937759914529 -0.028383724557405367 -0.024033114209500366 0.050604329982112985 -0.049589371656662246 -0.075805657084924705 0.010813229720641155 -0.078748383302416153 -0.034892784044803019 0.030573351344308903 0.02585937074793352 -0.060761182276348649 0.028576184616071684 -0.056202721517286607 -0.0040389821916320826 -0.05857441335756567 0.053349933296834441 -0.030535933105090174 0.073997763849132023 0.015384473627288035 -0.10050059815935045 0.011671327169305508 -0.049216159395338049 0.014331747617691371 0.0076572908750948982 0.075240375941182602 -0.010139377239182991 0.072594774278838287 -0.077357453879903282 -0.018871299494012995 -0.0034932729901063879 0.033967100142590488 0.072505411445292323 -0.17723184356452645 -0.024728338707214515 0.042456285376820058 -0.014350701912740653 -0.017402494849012323 0.016354584227217868 0.034427705027900928 -0.13228911155137812 -0.0062343391957181485 -0.0014238847637874823 0.042712849734137442 -0.023575988139571898 -0.087552195350008868 0.0091239007049366393 -0.20050987021647959 0.01338028546307877 0.080330320264415625 -0.019061123976062241 -0.10420804635928445
leaf_weight=22.450994913217073 1.131962978222872 13.730156885914313 33.053638816869352 4.8187527549889628 3.5305146452919862 1.3493513104804158 3.6298731032784479 2.7597983170981015 0.7725911469606207 0.22451062058098692 5.5305578752268039 13.906060835806327 19.187401050217886 2.7918260483929771 0.40000362231512543 1.1123456905188494 1.605538668554799 4.7824699649063396 0.94377449718740525 4.0219815579912384 0.603240591852228 33.975415871243058 1.8794855585438224 1.9359778650104997 21.377475761575283 0.75830792724445961 3.2812770301825349 0.48259302088990796 0.38431687280535698 1.3318793703801928 49.54086371131973 36.043533544594538 3.2449888887986154 0.18240204000903759 21.521047966247352 1.3748120327618383 5.5996547140166539 1.0406589788235567 20.211392880128187 2.9460955393151353 0.31695824669441108 4.0406149408809151 14.302262480545322 4.3879870439668585 2.1957131411018045 1.3491160974372185 0.27073445217683856 0.44846057333052147 2.7352782283960542 1.4992115672248472 10.292519570211876 0.80139493083697733
leaf_count=5066 261 13675 17071 243 894 382 1790 1407 178 23 1815 20301 7847 758 92 310 627 2448 273 1224 75 10354 469 454 9659 349 317 32 35 367 23036 9084 683 36 15330 444 1882 540 7015 682 26 878 8598 1458 894 119 20 20 1118 682 3860 177
internal_value=0 -0.00987436 -0.00479108 0.0163236 0.00789562 -0.034033 -0.00973842 -0.0254899 0.0271568 0.00516123 0.00877628 -0.0447038 0.0090915 -0.0275447 0.0192212 0.0124296 -0.00618657 -0.00697586 -0.0168622 -0.015177 -0.0106348 0.0119573 0.00863523 -0.0269781 0.0175601 -0.0232068 -0.0358132 -0.0622707 0.00590178 0.0156149 -0.00211274 0.0357765 0.0371812 -0.0618875 -0.0195949 0.0172278 -0.000345254 -0.00538677 0.0096879 -0.00399717 0.00443572 -0.0158984 -0.00702231 0.0152398 0.00193291 -0.0878952 -0.100904 -0.117403 -0.0211685 0.0376477 -0.00937585 -0.0557963
internal_weight=0 249.186 205.886 142.903 80.3914 43.3001 151.796 27.9107 62.5121 75.5726 67.0414 27.6362 54.0903 4.50619 1.71437 49.5841 123.885 122.28 40.3032 15.6639 9.01926 61.5749 54.5452 5.46649 40.5649 8.5312 6.44101 3.15973 0.86691 2.09019 81.9764 40.0611 39.2885 0.582406 25.1509 4.5143 77.194 51.3829 25.811 8.41601 7.30367 4.35757 16.1817 38.3634 3.57053 2.29282 2.06831 1.79758 35.7889 7.02977 14.3145 1.84205
internal_count=175378 134118 94676 41260 26249 39442 74052 18527 15011 26006 24724 33976 20624 1147 389 19477 55525 54898 19800 5466 1971 23376 20879 1348 17506 1282 566 249 67 716 35098 9945 9767 128 17120 1611 32650 23753 8897 1896 1586 904 9067 11812 1338 182 159 139 18189 2497 5084 717
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 9 10 9 13 7 1 5 11 14 14 7 7 5 8 14 10 6 10 1 12 14 5 11 15 11 5 13 6 7 10 11 1 6 15 6 14 13 9 11 1 11 12 13 8 10 15 8 12 13 11
split_gain=5.16474 2.17773 1.18813 0.817044 0.914543 0.716117 0.928299 0.699515 0.728824 0.591257 0.572045 0.481027 0.474007 0.442538 0.442493 0.436152 0.577846 0.591957 0.404742 0.551117 0.395055 0.405702 0.791482 0.417639 0.522765 0.404471 0.402244 0.382479 0.381753 0.378981 0.373523 0.369208 0.367755 0.359549 0.356572 0.349824 0.349431 0.39128 0.390246 0.346377 0.340505 0.346098 0.337406 0.353715 0.431256 0.335609 0.321136 0.339045 0.321071 0.341159 0.404395 0.3144
threshold=0.12402287125587465 0.0085139796137809771 0.04969203188924743 -0.00060919368980759305 0.027067384120849556 -0.024948000091123676 0.049495041486937251 0.40357854962348944 -0.46006062560450262 -0.016769258495287362 -0.023725303379544736 -0.42587924385604287 0.043233529751685422 -0.08263615226086797 -0.46006062560450262 -0.0046051164809733439 -0.29094387426735829 0.067327532613462235 -0.065969668649604948 -0.0024028016827665382 0.2793413400650025 3.3625990384464717 -0.12995644464739783 -0.1065728904256722 -0.00037928576893071466 -0.072187991380339864 -0.0097230407060868353 -0.223583404427556 0.29738056946780295 0.21968244031954728 -0.08263615226086797 0.0075228602709258999 0.0013081838813173636 0.059865713119506843 -0.3113467720629145 -0.13500340377399331 -0.21100293270442694 -0.11221342320830487 -0.28508374735544012 -0.028412370006039609 -0.013134667558515131 0.99172669649124157 -0.013134667558515131 0.70684471600820264 0.18645139564423149 0.0085734029214534439 -0.0071728320251389062 0.058963128221669429 0.0030893163994785734 3.4778855198657124 0.41319805596976716 -0.00026898729260391553
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 5 4 11 14 15 -5 -9 29 42 18 20 -4 -3 16 35 -18 -2 28 25 23 40 24 30 -13 39 -26 46 -1 -22 -8 -29 -17 -33 -7 37 -16 -38 -25 -23 -42 43 44 -6 -11 47 -20 49 50 51 -10
right_child=3 2 13 7 10 6 31 8 48 45 -12 12 -14 -15 36 33 17 -19 19 -21 21 22 -24 26 27 -27 -28 32 -30 -31 -32 34 -34 -35 -36 -37 38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.0066427684860159656 0.059281773021398067 0.025242395471615039 0.067435040349865569 0.0097028025848867987 0.049512227051228423 -0.05938317478132038 -0.059809659915584359 -0.047730141404208934 0.032624301444676033 -0.04154155086122438 -0.041433337725689925 -0.031344442935040302 -0.033534063101670279 0.016345995883694817 0.022038365672538293 -0.0017784993946192594 -0.0081090730413615336 -0.074221022075462592 0.0072879447642691386 -0.095787361202440274 -0.14723776348340542 -0.025050790732981294 0.025544322479060928 0.073563348054536862 -0.026984890333778367 -0.00020974469828211823 0.011438680963854196 -0.014931548231006257 0.065710384735988031 0.1003741837747591 0.0284836729350618 0.098141602025199531 0.076498950572607083 0.014432673306838898 -0.02303888055252001 0.10805772442172022 -0.03912340081256848 -0.0153424687941287 -0.017098246985372014 -0.01177456416937101 -0.12833844327848618 -0.0058525474832648991 0.01655205063917704 0.0065230599280948877 0.12333195837655214 -0.022944314861109032 0.064101154763887766 -0.085699811224393033 0.054952644941742394 -0.02120148898906284 0.057673666190492058 0.0033936137819768012
leaf_weight=0.92433981902286066 2.722593887570838 2.4675021347793509 2.2063022961374372 27.308585323446096 5.2488991042628177 0.14310734640457667 3.5412122911038741 1.1121528342773661 15.052229256016293 23.537696992769952 0.97848423954564978 5.6262418133592318 3.5888521338929413 7.2153690238555992 4.1804532740243294 29.419284924617841 29.153872073258757 1.4032454769258027 1.2091740051037052 0.42650731701723898 0.10458518110681936 1.6066062294958103 2.1101517023816987 0.47316576459707249 3.5418553355630138 16.00621836639948 22.86267492246396 0.88512178484597714 1.279235758098366 0.4961171537215705 18.849339252761638 0.24350613271235522 0.84773123191916966 25.551723635902817 3.5038615223456873 0.61918760392291261 10.08415805472009 8.3930108125168754 39.893538181568147 15.621758478420807 0.85838857590715612 0.31551644008141011 4.7968068662157739 1.4849890738842075 0.9303532275953329 16.653190569604249 0.54150228860089589 0.56097041747852916 6.0017586064968773 1.2636312266040466 4.8611281771882195 4.874172760148217
leaf_count=515 634 950 442 10990 759 43 961 222 5258 22346 205 2045 922 1737 1602 15902 12626 394 286 93 13 259 549 140 1277 6747 8461 491 237 293 7994 53 450 10407 1089 134 6765 4734 23697 3394 162 133 1075 261 120 11219 143 127 1908 275 1970 1928
internal_value=0 -0.0111299 -0.00605604 0.0121774 0.00717249 -0.00810664 -0.00250458 0.0215643 0.0313209 -0.0316058 0.0316477 0.00387941 0.00201297 0.0284131 -0.0161666 0.000393204 -0.00902267 -0.011186 0.0296431 0.00938599 0.00344133 0.00718185 -0.020518 0.00933095 0.0196351 -0.00832625 0.00291661 -0.00818808 0.0222841 0.0315054 0.0273784 -0.0367301 0.0301166 0.00575901 -0.0147426 0.0759931 -0.0178068 -0.00290058 -0.0215545 -0.00918817 -0.0554159 -0.0959899 0.0374366 0.0504397 0.0609452 -0.0338492 -0.00206228 -0.0227339 0.0340884 0.0292478 0.0318328 0.0254835
internal_weight=0 209.631 168.019 173.951 113.478 158.598 93.579 60.4737 33.1651 41.6113 13.4395 100.038 93.2982 9.42167 65.0187 86.2904 31.3194 30.5571 6.73998 4.01739 89.7094 68.0769 4.89066 63.1862 24.2286 21.6325 38.9576 5.27471 3.59088 1.42046 18.9539 7.28858 1.73285 54.971 3.74737 0.762295 62.5512 12.5735 49.9777 16.0949 2.78051 1.17391 12.461 7.66424 6.17925 40.1909 2.31165 1.77014 32.0529 26.0512 24.7875 19.9264
internal_count=175437 115909 81536 59528 36977 79357 41609 22551 11561 34373 2420 34557 33037 2179 37748 39506 13197 13020 1520 886 32115 23323 1103 22220 10225 8792 11995 2218 793 808 8007 2103 941 26309 1142 177 36798 6336 30462 3534 554 295 2215 1140 879 33565 556 413 11339 9431 9156 7186
shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=3 2 0 2 4 0 2 4 6 8 13 9 10 8 0 9 13 7 6 12 6 4 2 14 6 9 13 14 12 6 13 3 3 7 9 4 8 7 12 12 3 8 3 10 9 12 0 3 3 2 0 7
split_gain=4.76272 2.02479 1.85238 0.867978 0.73372 0.631906 1.22208 0.844586 1.01285 0.743843 0.594733 0.558297 0.539637 0.56711 0.518356 0.458102 0.605111 0.839449 0.576554 0.402186 0.390945 0.467608 0.457761 0.426956 0.383309 0.372465 0.36904 0.366477 0.399811 0.385158 0.365525 0.34666 0.343022 0.341553 0.333257 0.603433 0.331476 0.328833 0.325747 0.407995 0.377891 0.370722 0.322368 0.320877 0.318334 0.549414 0.412289 0.639984 0.329354 0.309854 0.29837 0.280531
threshold=-0.034563535824418061 0.12513389438390735 0.00010804989506141284 0.0086150281131267565 1.2670013246311738 0.018133795820176605 0.014167900197207929 -0.1487793873844491 0.24002450572314671 -0.021289439676522522 0.090118205433430604 0.016189046152572467 -0.0030409162153681637 0.036144699569300623 0.0012742754188366236 -0.021033323156756829 -0.030716057444600091 -0.049754393816377397 -0.20176546591265473 -0.085957367357013564 0.20247968868479174 0.99292531066132905 0.6685699224472047 0.17518076875491681 0.18313041353403661 0.055574674010489225 -0.078802889892497452 -0.048717333438909265 3.3625990384464717 -0.014036810506346484 -0.19469691502235448 0.32866591168567544 -0.6261416533961891 -0.0048587553055168204 -0.044535750772477053 -1.1313310561052725 0.0055355875722383069 0.019198010867284409 2.1130572248871307 4.0157232283915993 0.0066364048980176457 -0.024925575149085825 -0.012848454527556894 0.0098212625528795467 0.012563766417102882 -0.40048920854726816 0.0026918498333543543 -0.52053740504197765 -0.41665945248678321 0.00043172285950277006 2.1106557142047681e-05 -0.058692706058928602
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 11 4 19 7 -7 8 12 -10 32 27 13 37 -14 31 17 43 -18 -2 21 22 -3 -23 -12 33 -11 28 50 -30 -6 -5 -8 -20 -22 -36 -19 44 40 42 -32 -42 -40 -17 45 46 47 -4 -49 -13 -1 -34
right_child=1 20 5 15 30 6 10 -9 9 26 24 49 14 -15 -16 16 18 36 25 -21 34 23 -24 -25 -26 -27 -28 -29 29 -31 38 -33 51 -35 35 -37 -38 -39 39 -41 41 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.065300873713449545 0.0065673176595827353 -0.03057196823809278 0.064114134195421987 -0.022415384807939177 -0.1168153266484203 0.019639600466477593 0.039906559318691977 0.0041742878554501834 -0.067764279343575026 0.035558483129236866 0.011759299736405677 0.10366724399366528 0.078288628468626373 0.062783716893946726 0.033920735524064285 0.01590812034394843 -0.020602187263725258 -0.026843649261964406 -0.0086089697665994013 0.037021001166197783 -0.055565479785842212 -0.00029751944361289484 -0.057032537913982086 -0.034265407454975812 -0.02537473886552364 -0.064590259523336413 -0.026932166374626393 -0.0050028497056845631 0.031904362759519564 -0.12729249274025009 -0.018105439544797052 -0.081343295148987832 0.025328045078784497 0.011970091692268755 0.078514268638021925 -0.01055425653228606 -0.0062076815391986714 -0.015315458789645353 0.005524531069787589 0.03638285086892859 -0.034035154942647361 0.067132956431477514 -0.088195724336450829 0.097316965448916992 0.045770382186546027 0.044696288695094351 0.0077407864199013909 -0.15929521749585937 -0.049182248172431067 0.051375194970757647 0.028166865454662182 -0.018011663122670635
leaf_weight=3.7557605915098957 8.0618318743714834 25.593859247805995 0.35279174535025948 9.4874105448398023 0.31851203987025645 24.982053356003689 1.1097362188193063 48.557249092344136 1.8319435399025676 2.234966220719798 18.804430567330204 1.7350804519992369 3.170372483647955 2.317999663137015 15.636915478577974 1.4067946065915742 10.686711777228991 23.844124045859644 10.893403920691975 9.3902017451321154 1.3077537283679692 7.9419492458000587 8.824770530883141 6.9115303943690378 3.2445065460124161 0.73039100119058176 1.6116193960226604 2.4089321473329628 0.32372518893680535 0.26000144466525021 2.6838089818811559 1.1030572496711091 1.5461528746054671 30.929479234882255 0.8281947388604739 7.5385637715849034 11.571805925732404 3.8587434988221494 0.50399763240784534 0.52868447770742921 0.47997609728190571 1.3525146598767603 1.3134388920880156 0.72778481689601893 3.0763495827959559 2.6843964953186532 3.7047399518760358 0.39834566212812195 0.85971291804526107 3.4465228215121897 5.1916112251838058 34.488236792305543
leaf_count=390 3885 22511 128 3928 48 9617 402 14998 424 375 7430 133 787 336 4680 671 4381 14247 6067 4464 780 4890 14564 2970 1116 196 464 282 44 25 661 564 474 14690 447 5452 6260 1026 119 120 103 398 299 295 777 1030 1155 41 217 391 774 14911
internal_value=0 -0.0120789 0.0104164 -0.0049214 0.0119098 0.00733388 0.0011002 0.0131436 0.023572 -0.0156445 -0.00672774 0.0417877 0.0297522 0.0169539 0.0414661 -0.00901231 -0.00671327 -0.016431 0.000143869 0.0229739 -0.0273739 -0.030982 -0.037382 -0.0161251 0.00627914 0.00536034 0.00937311 0.0298173 0.0386109 -0.0406544 -0.0149701 -0.0286778 -0.014448 0.0066086 -0.00897501 -0.00159143 -0.0201075 0.00977535 -0.00995641 -0.0400364 0.00576425 0.0405628 -0.0624022 0.0442332 0.0185268 0.00797304 -0.0106586 -0.0526013 -0.0857641 0.069177 0.0438519 -0.0161406
internal_weight=0 184.961 191.593 126.014 24.633 174.471 84.1751 90.2961 41.7389 5.67853 59.1931 17.1216 36.0604 17.2531 18.8073 101.381 90.7905 37.5505 53.24 17.452 58.9466 49.2721 34.4186 14.8535 22.0489 42.5533 3.84659 11.94 9.5311 0.583727 7.18093 10.5905 37.1441 41.8229 9.67451 8.36676 35.4159 14.9351 6.86242 2.34612 4.5163 1.83249 1.81744 2.13458 11.0763 7.99999 5.31559 1.61085 1.25806 5.1816 8.94737 36.0344
internal_count=175437 113010 62427 61396 10097 60388 33950 26438 11440 1263 24333 2039 10177 4710 5467 51299 46807 21473 25334 8349 51614 44935 37075 7860 8546 20953 839 1515 1233 69 1748 4492 15787 20757 6679 5899 20507 4374 1700 538 1162 501 418 966 3348 2571 1541 386 258 524 1164 15385
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=1 3 1 4 3 5 8 6 13 7 4 1 6 13 14 8 8 15 9 13 12 5 15 14 14 4 1 6 4 12 1 1 4 15 3 13 3 14 9 5 7 7 12 14 6 12 7 4 13 1 9 8
split_gain=4.77423 1.97253 1.17548 1.00141 0.958649 1.11249 0.788428 0.631108 0.624213 0.616279 0.608889 0.656399 0.699673 0.568687 0.547989 0.523981 0.454421 0.44802 0.44076 0.463342 0.43392 0.630817 0.994684 0.921043 0.643998 0.421431 0.48151 0.414239 0.398469 0.387898 0.381987 0.38083 1.19813 0.736505 0.476755 0.502807 0.511137 0.449178 0.3799 0.379857 0.387849 0.374758 0.371251 0.36117 0.394221 0.532989 0.355799 0.355412 0.34642 0.334284 0.32626 0.324884
threshold=0.11157904937863351 -0.14985475142020729 0.0026616795221343641 1.0621025447340076 -0.31070271087810392 -0.44605829095974775 0.0045323540596436977 -0.2041511515269254 0.3893849248315801 -0.072782934756670484 1.3784032573962348 0.91738355159759533 -0.24580242787796353 -0.15069111301005009 -0.16787998566604515 0.083943377588604665 -0.060126103251436185 -0.022093098369227869 -0.073123943187228049 -0.10403235776273873 2.5278248986763585 -0.01397129485039615 -0.011146750023454494 -0.077845845874212075 -0.096919287075660485 -0.12971876546530123 0.89401552081108104 0.053506942576917273 -1.2286534610176196 0.68325392638099725 0.99746787548065197 0.64208054542541515 1.1223767698434177 -0.22361854011064033 0.14900439081247899 -0.057189672260111124 -0.1674623508006334 -0.29094387426735829 -0.023057313325008679 -0.032888478161069608 -0.012597416641133112 -0.013235890012711294 1.7909487389041903 -0.027497630541794774 0.16965274770779129 0.14415430951528554 0.0036982426979261366 0.41149543224840573 0.33924848202517821 0.94509240984916698 0.032318910728629788 0.048919340734795848
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 14 3 -3 10 7 9 -6 15 38 11 13 -13 -2 47 16 -7 -9 -11 -20 21 22 -12 24 29 50 -27 49 -15 -24 -25 -18 51 -34 35 41 37 -37 -4 -5 -41 -35 -28 -23 -45 -46 -43 -1 -38 -22 -10 -33
right_child=4 2 6 39 5 8 -8 17 25 18 20 12 -14 28 -16 -17 31 -19 19 -21 27 43 23 30 -26 26 42 -29 -30 -31 -32 32 33 34 -36 36 48 -39 -40 40 -42 46 -44 44 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.049024613543953759 0.0462098666078899 -0.055220055346280141 -0.02995878383999568 0.0068516863089701898 -0.13247580881721696 -0.038489044944102116 -0.0011510379223216949 -0.044056370081480452 0.057071130446420183 -0.068311687290907794 0.025683844685355783 0.0043607666850250162 0.063894747079347308 -0.032555411506734855 0.0073499354622573281 0.10123100906900635 0.0019383337938829017 0.0029839759651372985 -0.029939978987173606 -0.013010902514625632 -0.010370352962119673 0.023088531734658913 -0.12559717941537848 -0.029000313672325691 -0.20318891572033182 -0.011111142443742967 0.07009878765265258 -0.0057441511359444548 0.017254115157277782 -0.012740698901805889 0.10015859574599827 0.031799946668113907 0.11206498718524127 0.13203169626990238 -0.089060952576041075 0.02782152221375624 0.0034524548679309847 -0.060351007518348869 0.0463469238274807 0.0060659171722511514 -0.038326734869089746 -0.0036213150046910687 -0.0048414955570188541 0.06068428977775131 0.011265738219370339 -0.1625503168255488 0.095430779041162886 -0.068969932166242004 -0.073616327345762497 0.091011340412849362 -0.052444131858683213 -0.074984381116350793
leaf_weight=5.0932476408925167 6.8832419012069321 12.121478012170884 0.88089964555183575 4.7234215367861916 0.52225981251103704 2.1865998787106937 50.644749498500232 4.0569803181715534 5.2218840179558583 1.7148653688163893 2.0338001201453153 2.5673463110979347 8.5642832075736788 1.7403019517078089 20.729729899201629 0.56876651049969851 54.784755791234602 4.0202965481148558 21.702298739592152 63.505021622217555 0.41006234529777374 7.6059511890634894 0.6043094230990389 1.0809273947379576 0.52434791042469475 3.5200569088410685 1.869255793575576 1.1878970561083404 18.742090743028598 0.60549356733099557 0.27169276814674947 22.061238624547517 0.51999967427400662 0.35852616470947429 0.65903764210088311 0.7102652977118854 12.120077295840009 2.8843269645040079 2.3919765813698168 2.6158412732038405 7.8766223046295609 1.3859011974855153 1.0142276466649489 0.25743272592080568 0.32903994433581829 0.35748339039855637 0.47299234975798743 0.2537084720970596 0.59508374225697558 1.4946471332950748 0.27364368054259092 0.27250941103557025
leaf_count=898 1218 15915 393 2152 67 604 28902 970 1926 665 172 412 3892 301 6989 109 25737 1000 16504 34725 55 810 55 117 26 1771 715 127 6997 69 18 10615 79 30 164 117 2730 556 948 821 3498 307 340 63 19 22 85 86 123 204 85 53
internal_value=0 -0.0108547 -0.0148227 -0.0337936 0.0119051 0.0068872 -0.0111367 -0.0277331 0.00956178 -0.0167423 0.022803 0.0297275 0.0501927 0.0213758 0.0147288 0.006972 0.00641264 -0.0206874 -0.0183475 -0.017328 0.00688614 -0.00078299 -0.0284849 -0.0641186 -0.111982 0.0311926 0.013699 0.0405992 0.0129977 -0.0701061 -0.00210393 0.00743347 0.0145907 -0.00338188 -0.00661062 -0.00359603 -0.00968205 -0.0428781 0.0257587 -0.0166805 -0.0272677 0.0408922 0.04387 0.0158322 -0.0419886 -0.0810432 0.0222408 0.043218 -0.000251194 0.0692899 0.051468 0.030439
internal_weight=0 194.254 168.177 27.3374 175.339 120.079 140.84 8.59954 111.479 90.1951 55.2603 38.4973 11.1316 27.3656 26.0767 99.5801 99.0113 8.07728 86.9222 85.2073 16.7631 13.6705 5.12057 3.08677 1.73415 11.8991 6.40354 3.09261 20.4824 1.2098 1.35262 96.8247 42.04 19.7062 19.1862 18.5272 16.3098 3.59459 3.27288 15.2159 10.4925 2.21742 2.88348 8.54991 0.943956 0.686523 1.85889 5.34696 12.7152 1.90471 5.49553 22.3337
internal_count=175256 112496 104523 22386 62760 48183 82137 2037 46146 53235 14577 12820 4304 8516 7973 41309 41200 1970 51894 51229 1757 1371 457 285 150 4837 2826 386 7298 124 135 40596 14859 4191 4112 3948 3526 673 1341 6471 4319 422 1055 914 104 41 392 984 2853 259 2011 10668
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=1 0 1 4 0 13 8 2 11 2 4 11 8 2 15 0 16 7 2 16 4 7 1 8 7 11 13 4 1 8 4 4 12 13 1 4 15 8 2 2 16 15 15 15 2 2 2 14 15 15 13 16
split_gain=4.11828 2.37012 1.20116 0.729253 0.721959 0.631836 0.634905 0.629384 0.613573 0.612723 0.975278 0.767638 0.626746 0.587067 0.583472 0.474402 0.528345 0.461974 0.463069 0.462287 0.432688 0.403301 0.392505 0.389896 0.349176 0.347307 0.340342 0.323987 0.364022 0.328526 0.328287 0.323938 0.320654 0.317079 0.473731 0.600334 0.4697 0.397351 0.491216 0.340875 0.33783 0.315575 0.313511 0.45521 0.309941 0.296958 0.295674 0.312013 0.292863 0.291646 0.306408 0.43073
threshold=0.12695293128490451 0.0038595582591369752 0.010397203266620638 1.035300539122902 0.00025667934096418327 0.47871695499278705 0.10891930972323428 0.0086150281131267565 -0.030145060268229208 0.0090633924119174498 1.3784032573962348 0.0090533677043139801 0.017088144961800823 0.979864001274109 0.027282924115488556 0.013321441598236563 -0.028902358400943459 0.053673216067166539 0.033022489398717887 0.016028124610349959 1.4426100435252922 0.072422769464361603 0.001541784266009927 0.0058153316508962501 -0.1495793751110143 -0.0019770680011332092 -0.11587507796952549 -0.1487793873844491 0.66483694314956676 0.0018034718017463918 -1.0987323579391235 -1.04929070984911 -1.0302710113132323 0.128430561388891 0.92771545052528392 0.12476163780053291 0.25907608536695864 -0.024925575149085825 0.00019038366735912862 0.00068316300166770827 0.074504234487235116 -0.25896178847866141 -0.11233190796883398 -0.11471412529498257 0.27117554843425756 8.205641279346311e-05 0.0072895907796919355 0.078226296024420966 0.022153107759244308 -0.14411749356508605 -0.11587507796952549 0.067474795392817102
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 8 20 6 9 41 48 10 11 33 32 -5 17 49 42 18 19 -9 -1 26 -10 25 -16 -20 -18 30 -29 -30 -7 46 -12 39 36 -36 37 -35 -39 -2 45 -4 43 -17 -27 -37 -6 -48 -3 -11 -51 -52
right_child=5 2 7 13 31 27 -8 14 22 15 12 -13 -14 -15 24 16 21 -19 23 -21 -22 -23 -24 -25 -26 44 -28 28 29 -31 -32 -33 -34 34 35 40 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 50 51 -53
leaf_value=0.069407221059531315 0.046493181307947731 -0.05031057406826514 -0.04900598751284152 0.0095114388204598083 -0.036782356991299468 -0.021625108123043389 0.097288785457650517 -0.01450296251044703 -0.058970750872645111 -0.014651082655050822 0.10622990074606847 -0.031743325564124077 0.095548005204051017 -0.027758932660859714 0.079998553442486658 -0.029622293223344139 -0.018018462204610338 -0.047145132844496479 -0.035732687185789695 0.018097110006553934 -0.11304271737608276 -0.054756667495549208 -0.031963071697466643 -0.0038854460430213368 -0.0030606607372880342 -0.012400772572167939 0.011524440903073245 -0.016024023227815466 0.024818392928356324 0.10083913438963961 0.065845428958989691 0.00034981439918409241 -0.0002822192539941811 -0.037660212838201576 0.062733556603543877 -0.028575660314881641 0.10757077645671952 -0.053983991772930652 0.018974784667115115 0.023843484771613438 -0.058550676975384033 0.022259854437625647 -0.0088173925294308102 -0.14649295686099231 -0.043962630911141359 0.032425611024204694 0.05194610531484363 -0.0094341790582888729 0.067389221472034286 0.049242027614339108 -0.00067271071304110053 0.049922364385314659
leaf_weight=3.8977029819398039 12.457700979392031 0.27574942506908218 0.65406545410223671 7.2822786710094105 0.5441936792922214 0.47324365755775932 0.81834252082626235 9.4836324189709575 8.8555611489728125 2.1513262294174629 0.26745798166666546 2.3023856099243849 0.69255250232526933 10.030480461577097 0.49319111256772785 3.3750847493474798 4.497091505505515 4.3857722890024879 14.27069673597361 8.0053094962604501 0.11912503006169561 1.0564175589170179 13.940005891539384 14.193092987477483 55.763141595084107 24.030456480185428 28.661251038018243 1.8673472915434084 3.7547722666531627 0.65734396124025796 3.9128357787631103 6.9269884778914248 33.426391798493569 2.2628610436877343 4.1230768354944285 0.97017582278022008 0.39868455605756103 1.0428337893608839 7.1117097497919985 14.385938631010957 0.5797047885826031 8.461757296447102 14.122431636296481 0.35468415202194847 3.5625163727809186 4.1932256913933088 4.1639857287664199 1.0265865036490138 0.76007806568668457 3.6588595034627351 5.6687808231457648 2.3750265234739345
leaf_count=672 4166 164 204 3737 105 97 96 4021 12166 556 83 602 53 4273 129 1453 2145 1214 7979 3187 9 323 16093 8407 27983 13539 13596 966 1381 201 1547 2898 4826 548 1436 343 78 308 3627 6575 217 3851 7094 45 4743 2380 695 204 379 826 2333 703
internal_value=0 -0.00940328 -0.0126682 -0.0277254 0.0266783 0.0120333 0.0103686 -0.00834218 -0.0390682 0.00988351 0.0155347 0.024472 0.00257807 -0.0120881 -0.01007 0.00266182 -0.00171573 -0.0156715 -0.0137838 0.000422439 0.063527 0.00556055 -0.0424923 -0.0182147 -0.00230771 -0.0230691 0.00751026 0.0355389 0.0208796 0.0365 0.0563589 0.0149165 0.000618265 0.0272061 0.0178758 0.0337016 0.00340862 -0.000752431 0.0095484 0.0343784 0.0127311 0.0170619 -0.0156529 -0.0413718 -0.0165011 0.0209057 0.0324566 0.0398155 0.0357392 0.0190951 0.0253114 0.0143424
internal_weight=0 201.126 184.448 41.1442 16.6786 161.62 150.954 143.304 23.8314 150.136 84.2147 49.8283 34.3864 17.3128 134.188 65.921 52.067 77.9315 73.5457 17.4889 4.01683 34.2148 22.7956 56.0568 56.2563 41.8637 33.1583 10.6655 6.27946 4.41212 4.38608 12.6618 33.6938 47.5259 20.6823 9.86618 10.8161 10.4174 8.15454 26.8436 5.74311 9.11582 17.8522 3.72977 27.593 5.1634 5.73477 5.19057 1.03583 13.854 11.7027 8.04381
internal_count=175256 116652 112069 36812 4583 58604 54412 75257 28802 54316 25242 20280 4962 8010 71202 29074 24656 43090 41876 7208 681 16064 28259 34668 28112 26261 15741 4192 2548 1582 1644 3902 4909 19678 8937 4376 4561 4483 3935 10741 2940 4055 8592 1498 18282 2723 1004 899 543 4418 3862 3036
shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 4 4 7 14 11 9 14 4 2 4 16 13 10 9 15 13 10 2 10 14 16 6 6 12 7 9 14 13 7 13 16 14 10 11 6 16 10 10 12 9 4 13 4 14 9 14 10 15 10 12
split_gain=3.89508 1.34665 1.10212 0.954728 0.809237 0.687442 0.655128 0.627427 0.49005 0.488712 1.03202 0.521875 0.480396 0.623468 0.59045 0.463269 0.534566 0.451042 0.56364 0.43999 0.435505 0.433654 0.42066 0.404032 0.478532 0.395046 0.387106 0.376335 0.375222 0.375037 0.367255 0.361921 0.360232 0.354699 0.372192 0.377555 0.345845 0.34427 0.34242 0.339028 0.336002 0.3299 0.333864 0.325896 0.3236 0.316383 0.312983 0.311795 0.308994 0.304307 0.302354 0.538509
threshold=0.060283251106739051 0.0020938732195645575 1.4426100435252922 -0.85405644005083803 0.049495041486937251 -0.1100079041616608 0.033458781896428265 -0.073123943187228049 -0.011847990251350053 1.3509307227589595 0.5084613859653474 1.4768670721517181 -0.16670182101351458 0.051444819266028584 -0.021621293176193192 0.010927818336467542 0.017176679665340634 0.54702839327434527 -0.034897153497659879 0.99680393934249889 -0.032650637605827676 -0.71898946181928192 0.015204678603296164 -0.24580242787796353 -0.090539086685383643 1.5873823988289806 0.0027641936037351286 0.04969203188924743 0.50883402762134289 -0.20276741301644888 0.0055917313279323947 -0.094825158311857796 -0.18440198315601156 -0.084993841973485071 -0.0040582089452945612 0.0019485605274442938 0.24002450572314671 -0.050435811364243639 -0.0097624300552666705 0.031124971575150855 -0.2655837650095641 0.0016769892015184881 -1.4821842247474333 0.54702839327434527 -0.057907431037694537 -0.0011923095210812217 -0.007507013426332379 -0.018953343894374752 0.067327532613462235 -0.020023119871941632 0.0025853487502520852 0.45437906741856721
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 7 15 48 17 -2 12 10 -5 32 13 14 -4 23 50 22 -19 -12 -6 46 27 -1 -25 30 -15 40 39 -21 -10 -8 -11 -26 37 -36 -20 38 -35 -13 -7 -9 -43 47 -24 -27 -14 -23 -3 -44 51 -17
right_child=3 5 8 9 20 6 31 41 25 11 19 28 21 26 -16 16 -18 18 36 29 -22 43 44 24 33 45 -28 -29 -30 -31 -32 -33 -34 34 35 -37 -38 -39 -40 -41 -42 42 49 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.005438607147816979 -0.051028538127825089 0.011822268599644262 0.0025998057855862351 -0.016304103450579793 -0.11294023519336467 -0.01480010867601439 0.024625029931509074 -0.0051435020859180256 -0.093414418169718738 -0.081613455259754414 -0.050025412685528861 -0.029449487516840241 -0.025019756191077783 0.029731826307626819 -0.17768693491168508 0.036169611577972313 0.071372722187649826 -0.15263602781514551 0.042996406433312519 0.08288542928129751 -0.00092253932878750384 0.010927722176633157 0.010422168210743267 0.063355763115027428 0.016009554320670003 0.094053716925616301 -0.046881147664200998 0.037793535231793345 -0.091713193774629942 -0.034427093803802537 0.024252722938157788 -0.049652542041229292 0.014157527744469843 0.04638264202071149 0.079379599262005593 -0.010313966365263737 -0.07856189045326005 0.042124345906433817 -0.086422075358771874 0.032519714432464743 0.0021631511259148964 -0.021415731640151363 0.0011036010354264411 -0.078100260814029682 -0.0092182692830997948 -0.025282693516822215 0.099091917127607149 0.086720400449480858 0.062118233436524152 0.033407956841443702 0.069184362782565414 -0.053836129978442539
leaf_weight=6.7045804153531199 2.1475937559353033 46.383231029473222 0.30111898056929931 60.709176670288343 0.52579995659471024 32.738380019709439 0.7737907474147504 16.286286674419902 1.1980952775629696 0.39135795712354671 14.226646676347171 4.32845546255703 0.25073041359428316 1.52495365026698 0.43838933171355465 2.1112591833443717 5.8635437694338179 0.14569068528362539 4.4050894995907575 0.45886709217302268 0.96145775905824737 24.203882533678563 36.011526803291417 4.3056194518194415 11.715322106560055 0.30763878258585464 1.1345829144993329 1.781177884509815 0.7498003815562696 0.62078890427801414 0.33123072449234303 3.9746170694488674 10.028691109793726 0.29357130342032178 3.0936725533274525 0.5482315874633058 0.23131345253204916 1.5520758456077599 0.50869120391871581 1.0923590608872471 18.138873094742735 2.0845338274848464 4.5842111562687924 0.38494476203049899 10.920074608442517 0.68535519180295512 0.93074593573692499 0.53812678149551629 1.2381683518760827 8.0015430935782188 1.0876464785251299 0.94925430608054728
leaf_count=1236 874 17105 46 44632 130 15359 232 6594 140 76 23462 2598 21 277 32 674 1106 25 1999 508 391 3269 12943 3072 5776 38 223 381 173 1246 56 961 3142 176 2037 212 88 895 224 370 9968 757 1725 52 6779 121 73 62 250 2848 315 272
internal_value=0 0.00834221 0.019615 -0.0135607 0.0306523 0.00312999 -0.00124534 0.00101497 0.00583199 -0.0187703 -0.0221635 -0.00321643 0.00943152 -0.0258577 -0.105922 0.0334358 0.0519644 0.000410212 0.0303523 -0.0453579 -0.0413824 0.0140051 -0.00103265 0.0269493 0.0334901 -0.0363343 -0.00304529 -0.00716711 -0.0262231 0.0159618 -0.0679434 -0.0375022 0.010429 0.0261741 0.0459285 0.065893 0.0366577 0.014786 -0.0378725 -0.0168971 -0.00875367 0.00465239 0.0155205 0.0111929 0.00585048 0.0126827 0.0727726 0.0126366 0.0131524 0.0216594 0.0243446 0.00810511
internal_weight=0 229.192 72.4505 125.71 40.2207 156.742 109.121 33.1042 32.2298 92.6061 76.0155 16.5907 29.7075 3.39904 0.739508 38.7335 10.0117 104.372 4.78209 15.3063 1.48726 26.3084 99.59 28.7218 22.0172 2.52232 2.65954 52.6584 6.17061 1.07966 1.52933 4.74841 10.42 17.7116 5.99624 3.6419 4.6364 2.35434 0.802263 5.42081 50.8773 30.9566 14.6703 25.127 46.9316 0.992994 1.18148 24.742 47.6214 12.5858 4.14816 3.06051
internal_count=176021 87016 20926 89005 16516 66090 48735 12798 4410 76207 69848 6359 4055 578 78 15995 2367 47542 2112 25216 521 3477 45430 13628 12392 355 500 25708 3141 1754 196 1193 3218 9320 3544 2249 2087 1295 400 2968 25327 11924 5330 3383 19722 159 94 3331 17355 4573 1261 946
shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=3 2 0 3 14 5 6 4 2 5 5 7 11 8 7 6 2 6 4 3 9 5 5 0 6 14 6 10 6 2 10 14 5 3 3 11 10 10 10 8 2 5 2 7 8 14 8 11 10 11 6 4
split_gain=4.04445 1.37715 1.02673 0.910014 0.556686 0.536374 0.446467 0.432591 0.91507 0.774249 0.640284 0.365056 0.471916 0.356627 0.408567 0.33057 0.320952 0.333951 0.35374 0.317573 0.3126 0.425949 0.351535 0.302978 0.296617 0.300694 0.296021 0.291414 0.323144 0.360153 0.265447 0.277921 0.313018 0.264626 0.419344 0.316695 0.316025 0.351493 0.26635 0.283062 0.258399 0.257388 0.371972 0.256313 0.326906 0.39276 0.335229 0.356994 0.335153 0.347143 0.292785 0.257487
threshold=-0.070841645821928964 0.031591491773724563 0.0024284975370392208 0.46316341310739523 -0.46139668645103599 -0.4866729155104213 -0.25242088032764259 1.3509307227589595 0.44275076687335974 -0.032888478161069608 -0.39437067416776211 0.064772109244883844 -0.11020958995703363 0.0042886562233114441 -0.04646719467383701 -0.24580666640471729 0.30605497956275945 0.43428538788615584 -1.1313310561052725 0.057454277994111187 -0.01662803531563117 0.058460484901979561 -0.52821417683806626 0.00010804989506141284 -0.0085638073705107624 -0.71898946181928192 0.30433470302012433 -0.013015661866354248 -0.020776306427557782 0.0037349460180848841 -0.032650637605827676 0.016566413171062097 0.075088210296083896 -0.6261416533961891 -0.84225344337755803 -0.11020958995703363 0.0047695972326563104 -0.0034380178085063862 7.6325512514672654e-05 0.0068176586092581664 0.90797773003578197 -0.046374486540680666 0.99431526660919201 -0.00028480232186613126 0.0076477996149364189 -0.28077109837355624 -0.0017346557753730061 -0.0019770680011332092 0.0084841914212522331 0.030656591090855109 0.19877297345812991 -0.33811112691228545
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 7 15 23 -6 8 11 41 40 12 -3 14 -14 -1 17 -4 -19 -16 21 22 -8 -2 25 -7 -15 28 -27 -30 31 32 -26 34 35 -17 37 -35 39 -36 -10 -9 -43 -22 45 46 -45 50 49 51 -48 -47
right_child=1 3 16 -5 6 24 20 9 10 -11 -12 -13 13 26 19 33 -18 18 -20 -21 43 -23 -24 -25 30 27 -28 -29 29 -31 -32 -33 -34 36 38 -37 -38 -39 -40 -41 -42 42 -44 44 -46 48 47 -49 -50 -51 -52 -53
leaf_value=-0.017404950027016843 0.11997693168687183 0.087752823282235062 0.010006996875548948 -0.040454036007829978 0.075590359386481204 0.097101338561690967 0.055965663563492224 -0.0050688264090231316 -0.0057692657254723792 -0.010111971244280447 -0.047326908201552505 -0.039735766170623535 0.015636973537523371 -0.0035646522673539491 -0.011912893597818643 -0.08729695948756333 -0.024006525595034654 0.15739892407550257 -0.030319808726222537 -0.028640363309178442 0.031546063224815062 0.066903407555830949 -0.065536042260330149 -0.051904498109229591 0.017152481030987952 -0.014053692434520796 0.039602790031840002 0.0015482065779443572 -0.11755970592938964 0.058485312411967749 0.0085477630559911439 -0.043924293988960965 0.080975255024414605 0.078495409956211057 -0.12034130493025307 0.097056928757710034 0.139142180013612 -0.017524106684465069 0.062244065138034405 0.039132192380169351 0.090165806479505603 0.072244398955189915 -0.042546361133148615 0.0047584126188347812 0.039704659837163418 0.047477744455531941 -0.056768187998214426 0.035393646921598347 0.060748268035593772 -0.10948153665557912 -0.1881084040884215 0.0053445316126144692
leaf_weight=0.54988591845904 0.091223949566482943 0.48274656198554922 91.623308268056121 11.861882435747246 1.4783401010245132 0.28698391732905193 0.27801239793188859 0.78771875868551466 0.75052691800374194 8.3280363524718233 10.712568997270862 4.0433066114092062 4.2963173739953993 33.22721473597403 43.833617215076181 0.092324958837707527 3.0365810231196511 0.086689037736505603 2.887010777827526 15.325682320223221 15.673253088716587 0.43541444750735525 1.267736564943333 2.1900448428932577 1.6348768919087886 4.7663016944352421 1.6507324168160256 27.030392573247809 0.59507404013129317 0.13196459115715697 30.207638589975886 0.358777407062007 1.453058010600216 2.3701781116942588 0.32462299370672532 0.74435375818575267 0.69208164765223035 0.44686406871551243 0.20696736893296475 0.15451299925916828 0.42911663489212515 2.492209296440707 0.30644454578577995 1.1310847060867675 4.0527283459887249 1.6672151058100944 0.47578719435114181 0.21764880205045756 1.3664840188321239 0.22566521761473346 0.26886885293060914 10.474764841650552
leaf_count=69 9 224 34576 11256 560 70 53 430 652 3749 19071 1400 1993 19644 24202 4 2405 7 1165 12900 3077 83 286 573 496 1663 1119 13088 71 60 14312 129 364 340 46 126 54 91 34 30 337 581 80 276 601 552 106 34 290 53 18 2612
internal_value=0 -0.00824485 0.0136512 -0.0139864 0.0262203 0.0033254 0.0219751 -0.0115025 -0.0133855 0.00662586 -0.0396294 -0.010345 -0.00913558 -0.00962684 -0.0140906 0.0557285 0.00790648 0.00893517 -0.0239538 -0.0162535 0.019829 -0.0187035 -0.0432993 -0.0441656 0.00496668 -0.00179902 -0.00150265 -0.00272373 -0.0236819 -0.0849789 0.0115603 0.0377849 0.0474735 0.0637533 0.0284907 0.075335 0.078837 0.0632497 -0.0290896 -0.0693494 0.0299411 0.045353 0.0594879 0.0219844 0.0144249 0.00791493 -0.0322611 -0.0750776 0.0140721 0.00883594 -0.107438 0.0111902
internal_weight=0 207.274 142.228 138.528 44.5948 68.7463 39.013 126.666 114.752 11.9144 11.8922 102.86 98.8163 98.3336 63.4556 5.58179 97.6336 94.597 2.9737 59.1593 37.5347 1.98116 1.54575 2.28127 66.4651 32.8107 34.8779 32.5237 5.49334 0.727039 33.6544 3.44671 3.08793 5.03191 1.52278 0.836679 3.50912 2.81704 0.686103 0.479136 1.17964 3.58637 2.79865 35.5535 19.8802 15.8275 2.09339 0.962305 13.7341 12.3676 0.744656 12.142
internal_count=176021 128473 47548 97638 9395 30835 8601 86382 81542 4840 20060 61482 60082 59858 39095 794 38153 35748 1172 37102 8041 422 339 582 30253 14952 20763 14882 1794 131 15301 989 860 725 240 130 485 431 110 76 989 1091 661 7619 4542 3941 434 158 3507 3217 124 3164
shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=1 0 1 4 0 11 15 9 9 2 14 2 4 1 2 1 9 0 2 2 4 0 8 9 15 14 10 14 1 9 9 10 14 14 13 14 1 8 12 8 2 8 12 13 10 15 0 11 10 12 14 15
split_gain=3.54465 1.83304 1.00435 1.05636 0.85736 0.615918 0.605742 0.531164 0.526539 0.505892 0.449294 0.419672 0.518457 0.613569 0.449177 0.368335 0.348684 0.341576 0.440939 0.387629 0.340017 0.33477 0.315578 0.332314 0.310047 0.309805 0.298621 0.29163 0.288139 0.29066 0.269544 0.267807 0.265584 0.379871 0.258755 0.323066 0.251515 0.25149 0.2455 0.383061 0.477903 0.256269 0.435853 0.244674 0.358659 0.54062 0.292477 0.239217 0.232934 0.232653 0.231287 0.230082
threshold=0.11157904937863351 0.0012742754188366236 0.0085139796137809771 1.0893883372515669 2.1106557142047681e-05 -0.032789894568991292 -0.040538630846741579 -0.092699848737785223 -0.020121863450639852 0.19758658111095431 -0.50737351633414263 0.15658038854599002 0.20896190742025919 0.54786482453346264 6.4150719936151299e-06 0.00074364725151099275 0.044849140858963715 0.31175838410854345 0.9987354874610902 0.99531114101409923 -1.0987323579391235 0.16904453188180926 -0.0069675166808376545 0.12715689807713204 -0.10576204493395906 0.065192726833309733 0.0045327706032627793 -0.015430245481805827 0.034816147759556777 0.12715689807713204 -0.024246597109299852 -0.0053821563731442697 0.19772971508927031 0.13273769178762726 0.015304747220648842 -0.24647270281623665 6.3125016822596089e-06 0.10891930972323428 1.3448536098739783 0.0059502692783513318 3.7900208553764976e-05 -0.0052301311966633417 0.053898640075917728 0.14452636165321844 -0.049846602290828324 0.1145775000067831 0.30307234823703771 0.039983204747518521 0.027728960825754104 3.6192604361595944 0.060599901512781863 0.073381731942797263
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 28 3 5 38 -3 8 -4 20 10 24 12 13 22 26 -7 -16 18 19 48 30 -10 34 -24 -9 -15 -14 -19 -1 -30 -6 -29 33 -22 35 -8 -33 43 39 40 41 -2 -43 44 45 -12 47 -45 49 50 -5 -18
right_child=4 2 7 17 6 15 11 9 21 -11 37 -13 14 25 16 -17 51 27 -20 -21 32 -23 23 -25 -26 -27 -28 31 29 -31 -32 36 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 46 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.065961773634761967 0.10753142306470541 0.048963866703880872 -0.056687744166826308 0.034027379608938181 -0.046454140595846766 -0.065033137827764667 0.038547172950859084 -0.12863786568370025 0.0068840406052436106 -0.024812263198601192 -9.5903274105695816e-05 -0.0093533255020769156 0.026611653140887793 0.033526203407914512 0.0052447491077115098 -0.035035512271138824 -0.008799203211429003 0.088112727357356382 0.13052517142261755 -0.039403452860610977 -0.0093927795619884596 -0.026130507159320655 0.018164707514195286 0.082048078926128365 -0.017276709276167319 0.096710920423695182 0.10315959515424983 -0.10439933753416747 0.016142233129549523 0.083372058156226544 -0.15126915639240388 -0.068199149369780984 0.10063035696018977 -0.13251457465345515 0.010940222299642496 -0.038106822126268078 -0.01220174151992013 0.051584089583146059 0.077241957183860413 0.09187729810743081 -0.015879514236400809 0.088697705885883299 -0.043515382625390044 0.0070658082782995863 -0.0078416242533414348 0.09118387715114723 -0.050358604776993811 -0.042505537277451926 0.057571138771166902 0.06900235821994434 -0.011187194624491017 -0.13313965190137136
leaf_weight=2.4943197260326979 0.62767158979841042 0.72280057073294557 2.0993095643716506 1.4671526684214731 1.1160652475882669 5.9132661438184213 0.67122101214044994 0.46447630794136785 42.553219747227558 13.182891622855093 2.2206950912877796 6.9275139899955311 4.8534359530240172 20.067358950942779 37.501096114659958 13.598947753189234 0.29874007195758068 0.20087125692953112 0.25571482489613195 1.8324038767095769 3.0722378994432802 3.2930107478605342 24.676595892697154 0.82634669513208692 0.53258951690076983 0.79577968173543823 0.55610503521165799 0.4277851157603435 4.8912590424788505 0.72565311627840845 0.30852183935348865 0.98455669992836092 0.17738657447625872 0.25563325616531063 6.5515418811155541 2.7460826763326605 4.0777479569842399 0.80092044917182548 1.9471030548120323 0.89620165413725761 1.8363976358959915 0.50165141461911777 0.46446886390913278 28.933589806726566 87.562507457907941 0.89907087547544495 0.95367370974281485 0.98999015164008497 0.94603325850039244 0.50575800833757956 4.7355428585105983 0.28432626983703813
leaf_count=668 32 405 842 895 292 8661 162 90 15997 16240 668 4256 384 7779 16956 18005 72 113 182 945 1079 1878 9538 92 198 304 39 102 1108 62 28 239 58 43 2253 988 2034 246 178 103 245 22 28 11903 44809 208 705 295 374 219 2266 39
internal_value=0 -0.0086653 -0.010829 -0.0257904 0.0115996 -0.0408102 0.0101526 -0.00697697 0.00116056 -0.00620546 -0.00421375 0.0144285 0.0160802 0.0224115 0.0078739 -0.0441768 0.00403643 -0.00607391 0.00529856 0.00168775 -0.0298341 0.00450358 0.0143962 0.0202898 -0.0704846 0.0360157 0.0347898 -0.0254993 0.0377541 0.0250609 -0.0707224 -0.0299243 -0.0129463 -0.0194977 -0.00069046 -0.0229302 -0.0232911 -0.00366368 0.047804 0.0342961 0.0188599 0.0586235 0.0254939 -0.0040351 -0.00665271 0.0265734 0.00365187 0.00540178 0.0115924 0.00497475 -0.000426379 -0.0715565
internal_weight=0 182.42 174.308 35.6686 163.806 20.235 157.532 138.64 50.7761 136.54 123.358 106.756 99.8286 56.3349 43.4937 19.5122 38.0842 15.4336 9.74261 9.48689 4.92984 45.8462 35.4718 25.5029 0.997066 20.8631 5.40954 5.69096 8.11123 5.61691 1.42459 5.49009 3.50526 3.32787 9.96885 3.4173 5.0623 122.36 6.27349 4.32639 3.43019 1.59379 0.96612 121.56 90.6823 3.11977 30.8773 29.9236 7.65449 6.70845 6.2027 0.583066
internal_count=175327 112482 110644 34440 62845 27071 62237 76204 19375 75362 59122 42862 38606 21116 17490 26666 17067 7369 4881 4699 1500 17875 13033 9630 288 8083 423 2488 1838 1170 320 2375 1180 1122 3403 1150 2273 58834 608 430 327 82 50 58588 45685 876 12903 12198 3754 3380 3161 111
shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 1 0 15 3 13 1 13 7 0 9 7 7 5 3 13 5 12 4 1 5 9 0 3 13 0 3 5 7 13 9 4 16 7 9 12 12 16 9 1 5 4 3 5 7 1 5 1 4 4 1 15
split_gain=3.4934 1.38078 0.943342 0.599683 0.518514 0.502218 0.477075 0.475959 0.464503 0.525061 0.389199 0.384637 0.421998 0.482982 0.433601 0.384246 0.37269 0.517031 0.360504 0.744368 0.402505 0.386243 0.349546 0.384206 0.348684 0.347893 0.513482 0.320804 0.320545 0.414215 0.418529 0.468221 0.353302 0.318445 0.301158 0.319112 0.344143 0.43225 0.507755 0.299336 0.296608 0.341491 0.526543 0.281641 0.277822 0.275685 0.398264 0.273833 0.268657 0.267768 0.267287 0.263463
threshold=-0.055375449359416955 0.07748624682426454 0.0061876566614955672 -0.19734244125038344 0.24847257735382303 -0.078802889892497452 0.54786482453346264 0.49862575098883283 0.049495041486937251 0.00046471082896459853 -0.0068224562494647459 -0.036642794596151287 -0.0022014828075684729 -0.38128086442984993 0.015351537615060808 -0.52609107864050353 -0.2702308497820583 -0.65573538295255129 1.3063637706070601 0.0085139796137809771 -0.03121506002794322 0.04969203188924743 2.1106557142047681e-05 -0.54248162104340725 -0.43122636869633096 2.1106557142047681e-05 -0.49810768943279976 0.72507360347951033 -0.029001102270787772 -0.038967094365557543 -0.019347028708607456 -0.21610538442967567 -0.17800440423064784 -0.072782934756670484 -0.0016699681898592557 -0.93601063383107641 -0.61302897428238579 0.010355725638077703 0.0014409725427057059 0.049140419811010368 -0.23065246324621308 0.3677650199719294 -0.17355676367878911 -0.23524978599837101 -0.013970450512652692 0.34072460234165197 -0.4866729155104213 0.043016277253627784 -0.27392106666043264 -1.5062054579399715 0.15891967713832858 0.25907608536695864
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 24 8 16 28 40 9 -2 -6 27 14 -14 -13 -11 50 -18 19 21 -20 -17 23 34 -1 26 -19 51 -4 -30 -31 32 -32 -12 -7 -36 -37 38 -38 47 43 42 -42 48 -9 -34 -47 -10 -8 -41 -5 -3
right_child=1 11 6 5 10 22 7 44 39 15 33 12 13 -15 -16 18 17 25 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 30 31 -33 45 -35 35 36 37 -39 -40 49 41 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.071336334006564681 0.078864507036679202 0.02998940001254348 0.023570987280836717 0.034946302120800375 -0.049695025684370078 0.080934860413519036 -0.069861610865630544 0.15003301337601238 -0.035421008931419445 -0.046446350160594285 0.065603520457609352 0.0013350375516664387 -0.03349847371783312 0.008906780369267283 -0.025676085353832662 -0.037685677544709112 0.049033505959567306 0.11208956255046854 0.039456017406934697 -0.0077519486373442727 -0.0055791654668436823 0.076820030815635543 0.015740697550747005 0.083456446432044237 -0.019813923601017677 -0.0077457069143878317 -0.073696927370488816 -0.093289940340893288 -0.014007455420337947 -0.02422678399720769 0.068554824900242908 -0.0086388525817654178 0.0099796535727327031 -0.022597125955524631 0.09922015794845071 -0.15411734521753606 -0.146263848843359 0.089741353212738073 0.0091865672703195685 0.016920261029260392 0.051193031020843549 0.0076384157846022876 -0.00050674777774885338 -0.11367500159749633 0.046807519885420409 -0.12652990890103608 0.062449862464063338 0.036860076900138247 0.0050237829231302815 -0.082406112014177912 0.079055249549478818 0.1150300584883177
leaf_weight=0.44489302700094402 0.6374786006344938 3.2307923798471165 5.5886987314297576 2.4577688510980797 6.6608773730999955 0.59757768410781875 0.52806526188214764 0.3018108589021723 2.5335104887562916 2.9414478363996741 0.40772922664473377 14.294176485890377 2.8436914347767006 43.908270201993446 10.152622424890067 11.725442332525855 5.5085489327175301 0.56708962560514919 2.9303042411193019 64.617338087034227 6.0622340803165553 0.28627897609476427 37.209190387438412 1.6552780422807689 4.5489370358391161 4.0075128049029445 0.18581384461867756 0.17414487421046931 17.983735742084718 4.487002733454573 1.2154990556409746 11.032496148993234 19.531749518374458 11.521410004482387 0.2560211215823075 0.14811076603655227 0.27628997797728494 0.36148675000003994 0.73067985837406013 0.30953079837490838 5.6430812793560108 13.162912483425314 3.0209168675751261 0.23027529985848261 1.6273030179836483 0.10304818663280446 1.7093992784721184 0.64432046270667331 3.9119759726618213 1.9129611160024067 3.2395249913879525 0.39760547694822879
leaf_count=71 163 1381 1585 390 5479 73 167 58 1037 2881 216 6697 1094 21673 6141 16130 1181 52 940 40688 2955 195 10534 144 1073 1158 27 47 8499 1478 400 6931 6468 13569 25 29 33 47 69 86 2521 4652 1393 87 890 30 669 157 1988 537 483 56
internal_value=0 -0.00811449 0.0122571 0.0217278 -0.0150862 0.0246289 0.00571506 0.0164283 -0.0120817 -0.0103525 -0.0303495 0.00240813 0.000749332 0.00631585 -0.00989293 -0.0110102 0.0396858 0.0282247 -0.00978355 -0.0120064 0.00914437 -0.0348483 0.0187843 0.0467271 -0.0114715 0.00405381 0.0656023 0.0333209 0.000772133 -0.00150728 0.00439995 0.00823438 0.0164863 -0.0194903 0.0206502 -0.000268834 -0.0180095 -0.00150886 -0.0352449 -0.0405172 0.0129124 0.0178043 0.0332021 -0.00993109 0.0641673 0.0134671 0.050592 -0.0206434 -0.00412313 -0.0685485 0.0601932 0.0398184
internal_weight=0 188.192 152.273 62.1947 113.191 57.2009 90.078 28.4263 94.6008 89.2005 18.59 75.0013 71.1988 46.752 24.4468 88.563 15.9663 10.269 85.6216 76.6291 8.99254 12.0117 41.2346 4.02544 4.99383 4.76042 0.752903 3.80254 61.6516 56.0629 38.0792 33.5922 22.5597 11.9291 2.37017 1.77259 1.51657 1.36846 1.00697 5.40032 26.4972 21.8269 8.664 4.67032 1.92911 21.3442 1.81245 3.17783 4.44004 2.22249 5.69729 3.6284
internal_count=175327 122122 53205 15389 85033 14245 37816 11756 65769 63952 19264 37089 35605 22767 12838 63789 3291 2418 60908 57013 3895 16325 10954 420 1144 1237 79 1484 26060 24475 15976 14498 7567 13785 276 203 178 149 102 1817 10808 8566 3914 2242 948 7167 699 1194 2155 623 873 1437
shrinkage=0.1


Tree=42
num_leaves=53
num_cat=0
split_feature=1 9 2 4 2 4 4 7 5 1 5 16 4 4 2 9 15 5 6 8 2 15 8 7 8 7 15 15 9 16 9 8 14 16 1 1 1 16 16 5 16 5 16 16 11 5 11 7 1 9 8 5
split_gain=2.85362 0.95121 0.589728 1.06353 0.575624 0.579909 0.600694 0.559326 0.615166 0.620463 0.497295 0.485042 0.464763 0.441874 0.436465 0.452974 0.421622 0.416942 0.501768 0.379502 0.37779 0.498641 0.443822 0.555191 0.411751 0.400713 0.614127 0.396596 0.391107 0.384469 0.382228 0.377042 0.373746 0.372475 0.363037 0.357831 0.355965 0.350564 0.508658 0.512033 0.350536 0.374725 0.345709 0.379432 0.345356 0.345008 0.329007 0.344776 0.3204 0.358334 0.320033 0.322847
threshold=0.11157904937863351 0.055574674010489225 0.01831020507961512 1.3784032573962348 0.12814480811357501 1.3063637706070601 1.4768670721517181 0.011350457454411532 -0.23065246324621308 0.98557212948799144 -0.57300085091949871 0.053956664764038924 1.4527126965909007 -0.068503459685334764 0.0025033532874658708 0.0073175668705697501 0.058963128221669429 -0.41453017694931998 -0.2429948546858389 0.069906911738780761 0.00068316300166770827 1.0000000180025095e-35 -0.015349911549468799 -0.0026275416398897403 -0.004979170112557111 0.0010811788015637539 -0.046552896189029407 -0.002789244932448635 0.0012832632843354232 -0.045125240056305728 -0.004871144671092122 -0.0081935651254791807 -0.10548333704985703 -0.071210115784043584 0.72918003797531139 0.001541784266009927 0.74996984004974376 -0.035195091203628508 -0.033359019311627915 -0.44605829095974775 0.093800196065699351 -0.18847396803931288 -0.0079730815422008796 -0.017683286116423946 0.0024464184526754571 0.25030859763425989 0.0042597617007174579 0.053673216067166539 0.76849952340126049 -0.003660018895868812 -0.0030311849433386161 -0.49297770557023202
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 7 35 10 -7 13 19 -10 -6 12 20 50 15 17 -12 -15 32 -9 21 22 -5 24 29 27 -27 33 42 31 -28 -24 34 -25 -19 -1 -36 -37 39 -39 -4 -42 43 -23 -20 -3 -47 -48 -14 -50 51 -2
right_child=2 45 40 11 5 6 -8 8 9 -11 16 -13 48 14 -16 -17 -18 18 44 -21 -22 28 23 25 -26 26 30 -29 -30 -31 -32 -33 -34 -35 36 37 -38 38 -40 -41 41 -43 -44 -45 -46 46 47 -49 49 -51 -52 -53
leaf_value=-0.047058417763145954 -0.055333751873145556 0.039104218271183856 -0.0014224659077280773 0.020754178125994865 0.07238772898579586 0.01145566741835902 -0.030589364963225868 -0.029070330148342267 0.011202567043832778 0.090917088352876652 -0.036407196260205436 0.036588834294729422 -0.058830527640111929 -0.034637334281184033 0.0044372604393417654 0.050767126158342779 -0.010432088509529801 0.034731343571104537 0.040578757534261059 0.072786807242803064 -0.038967971183152803 -0.0071605324603706555 -0.063897288493935944 -0.055014434407388207 0.028982648751169255 -0.086470331385930688 0.073137221209203518 -0.11557024363990871 0.04311897936789337 -0.038285084057589416 -0.026033977591440029 -0.22365811108229494 0.031070286355796436 0.051453572320280409 -0.19981274133871449 -0.01394193950572665 -0.036475097266620182 0.18974482703972728 -0.0032041162315697667 0.026739399955096117 -0.008170112041450581 0.033402059519501974 0.041747600630922671 -0.10554491466297587 -0.069597294689172598 -0.062237261954079526 -0.024885979983659542 0.089124610324561232 0.051894968205012916 0.0075230892438775459 0.056011959484820434 0.032048227023241817
leaf_weight=2.1422458430674842 0.43322341147722898 5.4562732966642207 50.489108340300845 2.0188008872501122 0.4743084976507842 9.53823595241556 5.255786015859484 4.9992179114997262 8.1478597904315375 1.0929960489647772 22.195740357096501 3.3830206056736634 0.56701266838353959 1.2856809096556343 10.791146123090583 6.6557617196904166 8.7201847587979255 0.69149659888353232 9.433320183997246 0.37788881035521615 4.1218282928894032 3.0398696587362792 0.25936869057477441 0.40034695528447639 0.22758966164838401 1.559968121669957 0.47111061855685354 0.19174089562147667 2.8330081995663932 0.40563649759860698 1.8819586042372907 0.3949827530013863 1.8753268313084799 1.5487644236709457 0.1279494366608559 37.816928819476743 1.8416948174672141 0.2384385320765432 80.606651063215395 0.8105449188442424 3.2674187873708433 6.3933607820417802 1.2129682063678036 0.43299177993321825 0.27788342386338705 0.73041116723470612 0.6046163694518325 0.44712402180448407 2.3142068724555385 8.3298994208526 7.640267851690508 7.2523386096454487
leaf_count=2017 102 1426 24609 227 365 3343 2942 1645 3645 503 32500 474 304 285 6459 1280 10539 102 7694 41 650 343 31 46 21 137 29 12 256 38 146 14 272 144 6 20119 325 12 38040 433 1227 2665 122 30 114 231 249 102 773 1795 3251 3087
internal_value=0 -0.00879386 0.00972208 0.014485 -0.0103258 -0.0198285 -0.00350002 0.0222977 0.00515125 0.020786 -0.0275177 0.000669746 -0.00312052 0.0274827 0.0209435 0.028961 -0.0290907 0.0195706 0.0244989 -0.021698 -0.0118937 -0.00524855 -0.0206359 -0.0320401 -0.09123 -0.0192233 -0.038193 0.0154782 0.0139108 -0.117093 -0.00578334 -0.163664 -0.00295518 0.0292885 -0.0269798 -0.00671474 -0.0487608 -0.00598452 -0.00229701 0.0663102 0.00191891 0.0193524 -0.0038434 -0.0198972 0.0373059 0.026658 -0.0114573 0.024252 0.0133065 0.01724 0.0415145 0.0270075
internal_weight=0 175.037 158.669 98.5191 167.799 46.1843 14.794 62.9241 14.618 9.24086 31.3902 35.5951 32.2121 48.3061 32.9803 22.1891 30.9159 15.5334 14.2477 5.37711 21.0009 16.8791 9.36027 7.34147 1.28758 6.05389 3.91304 2.14085 7.51884 1.05999 2.35307 0.654351 4.53647 1.94911 2.66114 121.615 1.96964 119.473 81.6556 1.04898 60.1499 9.66078 4.68583 3.47286 9.7112 7.23842 1.78215 1.05174 11.2111 10.6441 15.3258 7.68556
internal_count=175222 112318 62904 34403 110310 49689 6285 28811 5834 4148 43404 5592 5118 22977 16537 10078 43039 8798 8513 1686 2246 1596 845 618 104 514 312 202 751 83 175 45 705 190 433 60621 331 58604 38485 445 28501 3892 495 373 7808 2008 582 351 2872 2568 6440 3189
shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=3 3 14 13 0 10 5 6 13 4 5 0 3 10 9 13 5 14 14 7 10 5 13 6 9 12 3 4 3 13 13 13 12 10 0 10 4 4 3 13 14 5 6 13 10 10 10 12 0 12 7 6
split_gain=2.26843 0.987834 0.74469 0.656703 0.736692 0.504478 0.478699 0.45879 0.776033 0.499191 0.487035 0.4527 0.417372 0.405374 0.389831 0.3787 0.371991 0.364264 0.344347 0.335218 0.403255 0.352012 0.333144 0.432456 0.329027 0.327774 0.480744 0.323709 0.387396 0.388041 0.581645 0.820941 0.73425 0.360549 0.316448 0.312551 0.297101 0.294431 0.455957 0.416566 0.312136 0.294592 0.293254 0.924046 0.378321 0.289071 0.285204 0.276798 0.273658 0.276002 0.341435 0.298484
threshold=-0.17953583225607869 0.019169671460986141 0.23179313956511713 0.096780394861732469 0.00035171776835341012 0.041744473060135449 -0.23331381574566487 0.25677009137408041 -0.50319091581238984 1.3784032573962348 -0.15365657053636558 0.037871222943067558 -0.7672425290220416 0.007021957535674821 -0.032067411653894061 0.49862575098883283 0.10205294446817782 0.063632814603534538 0.06679717359388973 0.0053156576774824283 -0.028865999361392735 -0.52821417683806626 0.15952243172311439 0.12906633104064449 0.044849140858963715 -1.8379350567359853 -0.45494346547548042 1.4527126965909007 -0.92169725941494096 0.21007042740092732 -0.024948000091123676 -0.051066826648119144 1.5873823988289806 0.0046520035582408919 0.041496893391013152 0.0017874404405770156 -0.89135412504125522 1.1223767698434177 0.52599692530930053 -0.19083333495101021 0.010508752938391748 -0.17272161657969912 -0.34102729622442596 0.34819870416674775 0.016188920517438588 -0.013015661866354248 0.0013037623473340669 0.035169776023144299 0.28632213175296789 -0.42723355350575548 0.11353818567897879 0.17973653846205859
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 3 5 4 16 11 36 9 -9 12 -10 -3 17 27 -4 42 -2 -1 -19 20 -14 -21 23 -7 -6 26 -22 28 -11 30 31 -30 -33 46 -27 -23 -5 38 39 41 48 -13 43 -8 -45 -39 -32 -29 49 -41 51 -51
right_child=1 2 14 6 24 22 15 8 10 13 -12 37 19 -15 -16 -17 -18 18 -20 21 25 35 -24 -25 -26 34 -28 47 29 -31 33 32 -34 -35 -36 -37 -38 45 -40 40 -42 -43 -44 44 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.04831406026817054 0.066985072049816741 -0.058550692839893309 -0.072982024802292614 -0.049689220540715673 -0.0084733240918627405 -0.0053919891174852791 0.029897779884780901 0.0688372116667718 -0.037575019943112242 -0.06531864085414546 0.044694091626301634 -0.0023346776143620776 0.062289782269755206 0.052295083474754714 -0.027528617422155295 0.035306096355551847 -0.011080583570111956 -0.17306986654904119 0.0060567272644197444 -0.071459238517147777 -0.17720819982168443 -0.0013029878854924921 -0.022234215590623878 0.085949405450704161 0.018326173687586291 0.027369844872418694 0.054248982184942167 -0.027188968582399969 0.0034668651289729451 -0.035982049040424922 0.015987881696956675 -0.019483366685879258 -0.20117872669656534 -0.089568165370984776 0.0014799124103741083 0.02479970481077113 -0.0043439928478391024 -0.042561906576741006 -0.043317162781843957 -0.012386755590420004 -0.014335016851457071 -0.037846180924991119 0.01002961739370231 -0.0020345112498845737 -0.16884281373840401 0.010267840202154351 0.07588019679697669 0.033784202733922415 0.03034219638942829 0.0035499519117759004 -0.14972695324971413 0.048993760570028022
leaf_weight=7.8312556025521172 2.0472482496643347 1.9603218429074321 2.3491229540031773 1.722169690649024 85.248745051251262 0.83803953745882598 0.95220937813064555 1.0133590518089475 4.8492918446427211 1.0871143757249253 0.82916754979248608 3.3127106398933392 2.499394534585007 1.520548116750432 9.5725407374718525 5.9403022675287493 0.86019116851093702 0.10304389405064263 0.96285414093290456 0.53676151030231523 0.18380421023175586 11.191098282704845 0.85802346755008319 1.3327287706670174 4.8250685019047515 21.372273137738382 0.15017384749080775 0.91320283627282961 1.8651445888972378 2.9062397309899088 6.7040206568344738 0.43878352775937024 0.44231131859123707 0.27771619427949179 6.0608892894942974 7.7540964654472182 8.5511187744932595 1.1371861078587233 4.521025193348577 10.487226450069105 21.177091810321144 7.9257204795491045 45.984061575081682 0.18889784569910262 0.47160519154567737 10.043016614847145 0.88753073439875141 3.7597150056026294 3.0703222910979084 5.6049403648558007 0.11002341094717838 1.9314492783360035
leaf_count=3111 481 1472 1380 457 45818 463 363 106 1247 89 407 3816 522 205 7965 2502 99 15 319 110 18 4577 456 843 1465 8510 65 251 213 316 614 50 22 20 3088 3077 4344 330 6361 6837 19979 8812 19661 71 21 5265 56 911 2703 4334 13 992
internal_value=0 -0.00479936 -0.0133952 -7.09045e-05 -0.00543184 -0.00966789 0.00774012 0.0140852 -0.0110382 0.0162032 -0.0254611 -0.0113686 0.020923 0.00289082 -0.0365794 0.0115341 0.0439609 0.0408614 -0.0137893 0.017344 0.0239276 0.0071036 0.0301922 0.0509266 -0.00703443 0.0204373 -0.0756267 -0.00104929 -0.00837911 -0.00372237 0.00515438 -0.034332 -0.112848 0.0189803 0.0216545 0.00939371 -0.0120174 -0.0100198 -0.0128771 -0.0102972 -0.00575277 -0.0273986 0.00855532 -0.0331367 -0.122428 0.00483587 0.0231492 0.0218113 0.00282337 -0.00186091 0.0125708 0.0152834
internal_weight=0 243.023 86.2315 156.792 92.9813 74.3098 63.8104 86.1398 6.69182 79.448 5.67846 71.281 58.6456 20.8023 11.9217 53.5371 2.90744 8.89715 1.0659 49.7485 30.2665 19.482 3.02879 2.17077 90.0738 27.7671 0.333978 19.2818 14.6089 13.5217 10.6155 2.74624 0.881095 7.86927 27.4332 18.9452 10.2733 69.3207 58.1405 53.6195 42.3811 11.2384 47.5968 1.61271 0.660503 11.1802 7.59155 4.67292 21.204 18.1336 7.64641 7.53639
internal_count=175222 147303 72021 75282 47863 62676 27419 27919 1760 26159 1654 60914 23412 2747 9345 22618 580 3445 334 19967 12203 7764 1762 1306 47283 11681 83 2542 1380 1291 975 285 72 690 11598 7654 4801 59442 53847 47486 34858 12628 20116 455 92 5595 670 1162 14879 12176 5339 5326
shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=3 3 1 15 4 6 14 6 11 14 4 2 4 4 7 7 14 6 6 6 1 1 15 14 7 6 1 1 2 15 13 1 3 13 1 7 12 3 6 2 13 7 2 13 2 11 14 14 14 3 13 15
split_gain=1.79267 0.983189 0.563968 0.614177 0.532193 0.514376 0.464207 0.58467 0.393188 0.344523 0.423676 0.34005 0.4111 0.325291 0.556869 0.401651 0.325163 0.398458 0.355427 0.699979 1.15934 0.589584 0.644195 0.430768 0.392759 0.44564 0.48919 0.433235 0.379871 0.355574 0.343449 0.339383 0.422536 0.322819 0.311883 0.442991 0.386183 0.326794 0.306313 0.315837 0.30537 0.302925 0.301626 0.301503 0.29106 1.05733 0.497277 0.287925 0.285561 0.285188 0.368388 0.329218
threshold=0.037584621459245689 -0.80838225358456828 0.50343078374862682 0.050037611323334494 -1.0270466210898519 0.50262998036154738 0.29088868354783587 0.20605565684595692 0.069184518136045745 -0.17180546926150189 -1.0987323579391235 0.01712069753557444 -1.3493450470120545 -0.39381430650511984 0.03013632877719493 -0.0096154682037827479 -0.71898946181928192 0.18692395818338947 -0.019592294719348109 -0.021949170119785786 0.99421894550323497 0.98557212948799144 -0.054023817877010875 -0.20334813461357373 0.00087288147100904139 -0.2041511515269254 0.72918003797531139 0.7881433665752412 0.0015858166734687986 0.16448670955607589 -0.28508374735544012 0.95888358354568493 -0.65905654616653908 -0.29953278740183725 0.94509240984916698 0.014298321499076385 0.2220478473982706 -0.096758530708029852 0.33649227362621881 0.010472018737345936 -1.0000000180025095e-35 0.0029872170182844481 0.87095808982849132 0.52140083940992787 6.4150719936151299e-06 -0.006977601701493601 -0.12995644464739783 0.0093362257594120767 -0.1033369380171263 0.30270966852549469 -0.032764559281506282 0.046441732780727711
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 8 3 5 9 43 7 49 33 10 -5 12 41 14 15 -4 17 -15 19 24 21 22 -21 29 25 26 28 -28 -18 -20 -26 -24 -33 -1 -32 -36 -37 -38 39 -6 -25 -11 -8 -3 45 46 -42 -16 -34 50 51 -2
right_child=6 2 13 4 38 -7 42 -9 -10 11 -12 -13 -14 16 47 -17 18 -19 23 20 -22 -23 31 40 30 -27 27 -29 -30 -31 34 32 48 -35 35 36 37 -39 -40 -41 44 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.10436345778170385 -0.031797592345342386 -0.0057542637450981177 -0.018536848650476202 0.027669180162265147 0.021492917048147236 -0.053655881694312582 -0.058147709994241119 0.012161632549628702 -0.068639109912986204 0.035151848279186805 0.1063510185303948 0.019563456605008567 0.0039904740808596089 0.10156074695768436 0.00089315385036218631 0.057518972813216329 0.090032938035881083 -0.0029340333828004627 -0.0076128991855012457 0.047382298224715777 0.042344876447923958 -0.12504274694520887 -0.030630194179609369 0.043901874760840828 0.12058567139862131 0.0083860153284741785 -0.15717204471580593 -0.038425663415962638 -0.027743525564028232 0.051836577889738611 -0.005710869210655686 -0.20146908068127656 -0.099514471970491958 0.030321881506783624 0.046161005021489669 -0.067893616557984732 0.045432776866422248 -0.027658048240299285 -0.040402095435303598 -0.0019699714208311816 -0.069408523430246283 -0.14544530137711037 -0.016742170070735137 0.022463468968439888 0.019976006347174918 -0.13323772505785694 0.080951941559167392 -0.13726941711379551 0.019200401651081816 -0.028848056750033463 -0.0026260581288221289 -0.0059213209366596204
leaf_weight=0.60935105692624247 12.363257359800626 109.11276359561521 0.83307189462897202 2.5444198945624525 6.97620138892671 2.1773164556789188 3.8590201500455796 8.4129997276542081 0.36664709447359278 0.11394894134718914 0.92896033346187579 13.47028796557788 1.1965163604618272 0.77920623689715174 0.36189141670183733 3.9438232246005773 0.48750376755197045 0.67147299760836177 10.432840125573419 0.7131156188843305 1.6088895000721093 0.9553075008370796 1.9442526187303846 4.940155728067114 0.30257335783972195 7.0534752414896555 0.32826546399155665 3.0148715056093351 0.58473850401787786 1.0956859444922873 4.4272860683668069 0.28587974545371253 0.63859151169890538 10.816826080894312 4.8845767148122814 0.67449822708658791 1.5176605977067088 1.0017205982658193 1.7426730004808622 31.918971132643378 0.29966219261405047 0.37394973127811681 3.2570559563787356 3.905640537479484 13.723911306214175 0.56052522115351777 0.71015514051396156 0.2407561728687142 0.28588204154948449 13.334587828428537 20.762368549225361 8.1714801446223628
leaf_count=101 12557 54859 344 492 3262 1265 3250 5863 60 31 112 3380 270 148 218 2026 60 99 2958 103 154 73 261 1982 45 3920 59 678 200 290 2898 16 49 3171 1906 180 196 215 1157 18313 21 63 2399 1649 6574 45 40 60 40 14800 15071 7159
internal_value=0 0.00294488 0.00157952 -0.00145218 0.0068186 -0.00570772 -0.0150992 -0.0123591 0.031123 0.0208062 0.0491427 0.0142622 -0.0278961 0.00920996 0.0327883 0.0442358 0.0072172 0.0537379 0.0061221 -0.00154923 -0.030834 -0.0553105 -0.0375987 0.0135357 0.00622609 -0.00721035 -0.0320596 -0.0508473 0.0263935 -0.00189236 0.0182508 -0.0569654 -0.098224 0.0344249 0.0156089 0.0272799 -0.00169083 0.0163812 0.000400548 0.00224613 0.0223198 -0.103511 -0.0392843 -0.00477578 0.0153061 -0.0252749 0.0359081 -0.0566307 -0.0631304 -0.0161379 -0.0120233 -0.0215144
internal_weight=0 255.557 243.764 174.462 59.2659 115.196 70.1608 63.0447 11.7928 18.6281 3.47338 15.1547 1.68442 69.3022 5.37954 4.7769 63.9227 1.45068 62.472 30.7091 6.43192 4.82303 3.86772 31.7629 24.2772 11.4689 4.41538 3.34314 1.07224 11.5285 12.8083 3.15461 1.21035 11.4262 12.5057 8.07846 3.19388 2.51938 40.6378 38.8952 20.2344 0.487899 7.11608 113.018 15.2943 1.57034 1.00982 0.602648 0.924474 54.6317 41.2971 20.5347
internal_count=175142 114043 110711 84853 27080 57773 61099 55450 3332 4348 604 3744 364 25858 2648 2370 23210 247 22963 11053 696 542 469 11910 10357 4917 997 737 260 3248 5440 366 105 3272 5395 2497 591 411 22732 21575 8662 94 5649 56508 6680 106 61 278 89 49587 34787 19716
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=0 1 15 11 1 12 11 1 1 3 6 3 5 4 0 3 15 6 6 6 10 12 1 5 9 9 9 6 1 3 4 1 5 15 10 15 0 10 10 6 1 14 15 3 1 6 15 6 6 12 5 1
split_gain=1.81106 1.34855 0.612801 0.467751 0.449107 0.432828 0.461867 0.428654 0.434853 0.383411 0.41762 0.395969 0.524388 0.379648 0.378868 0.467976 0.389369 0.374613 0.35613 0.35774 0.383012 0.345765 0.333743 0.324449 0.305624 0.464991 0.331506 0.304766 0.388898 0.298598 0.296587 0.676925 0.538789 0.351478 0.318642 0.356464 0.296005 0.305619 0.297864 0.269298 0.29907 0.282494 0.268484 0.255062 0.266215 0.369502 0.282097 0.27823 0.327787 0.252455 0.252216 0.347231
threshold=0.00059943992528133105 0.043016277253627784 -0.050204588558367055 -0.066937371066332838 0.50343078374862682 -0.57887367097069953 0.082965145153840902 0.98557212948799144 0.7079625427722932 -0.69156034494153562 0.072514905668295784 -0.6261416533961891 -0.24977981077195874 1.4479182887617477 0.012428794056177141 -0.029645799659192559 0.0055614641494116353 0.50262998036154738 0.34550834810747971 0.23103105502838034 -0.019199522720197187 4.0157232283915993 0.019841724075376991 -0.39437067416776211 -0.0080390636114072763 -0.003660018895868812 -0.0052379512539647314 -0.2017689316458654 0.99172669649124157 0.1063696537166834 1.0893883372515669 0.0018569750245660546 -0.03121506002794322 0.043981876183343281 0.009593236796222886 0.070217813438460189 0.00010804989506141284 -0.005007946526809884 -0.00038404130247785109 0.19673894234745734 0.32724794745445257 -0.27130460987041322 0.12688519342717972 -0.7672425290220416 0.90570750832557689 -0.12066652890007025 -0.1322385633145364 -0.090539086685383643 -0.063921777775273622 3.6192604361595944 -0.27375256210101856 0.98228898644447338
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 3 4 -2 13 6 22 8 39 -10 11 -11 -13 17 15 42 49 29 19 21 -21 27 -1 -9 -25 26 -26 28 -6 -3 31 33 -32 -16 -34 -36 38 -38 -28 -7 41 -41 -5 -24 46 -46 47 -45 -49 -17 51 -29
right_child=1 2 -4 14 18 7 -8 23 9 10 -12 12 -14 -15 30 16 -18 -19 -20 20 -22 -23 43 24 25 -27 36 50 -30 -31 32 -33 34 -35 35 -37 37 -39 -40 40 -42 -43 -44 44 45 -47 -48 48 -50 -51 -52 -53
leaf_value=0.11426392762465887 0.038780243695400174 -0.00670676854565057 0.0046127520610340826 0.012887514528692199 -0.0084318983795302789 0.031319652571650786 -0.057785496762271661 -0.0927242128725735 0.02183866020083362 -0.16205669349381654 0.017296228312454 0.086047724916605034 -0.063533192636129707 -0.077806580865593777 -0.06263755628894084 0.0035814921021177777 -0.050399236066998636 -0.06506226811567091 0.06595493237569526 -0.13876238928965587 -0.010339527818370367 -0.11876820588695619 0.071549328417841604 0.09491345063637717 0.047035542795689195 0.038675872288638634 0.085463537222132388 0.0083621394625552539 -0.13673044925286157 -0.034986679977636014 0.018747883999886514 -0.016771129737138606 -0.037694319814168604 -0.013768187854073966 0.011655363241373697 -0.046893981795419759 -0.19383358314210997 -0.018164725364417537 -0.089835086285202773 0.079661779912480149 -0.089299413867912986 -0.054835048175879191 0.070462144135277224 0.058440897183942256 -0.093000342273700146 0.031848632282489124 0.050640181111052909 -0.16696315216111571 -0.0065815621147725855 0.20711842943026215 0.02144106180489878 -0.091418998050363659
leaf_weight=0.64675769094901703 1.6223144001996832 45.396546901296915 142.40208217841183 3.9570796112529933 1.533515480972709 4.2389311411479884 0.43782156212546475 0.18955890823781274 1.4240804335695427 0.32298402752712752 0.91703553587649356 0.25273718475728024 1.8369279390535664 0.83229685885453264 5.3550832145010636 2.155498913394466 2.1334830878622597 1.2059855105944723 0.96486901293246852 0.32718733094952768 0.72121626921887194 0.19434530302533026 1.9695466955690761 0.7409050129535889 0.35516400710184826 6.2068008479200216 0.1804562175530009 1.2176173665538925 0.26230132895580016 4.0526080308045485 5.7881999849341836 49.039759212903618 4.9236766495705506 2.0432736506350011 4.1999998634928488 1.3625990613290921 0.23635637179540936 0.16884712208411656 0.1722505910147436 0.32941823196597397 0.413717407558579 0.26755234957090557 1.004758883929753 0.40944116787431994 0.37635248785227304 0.57991710094211146 4.2444768256318666 0.14790677471319214 0.56086770886031245 0.0451416575560869 10.442062404518763 0.46974080057407253
leaf_count=113 711 19668 67782 1826 587 1185 75 46 341 53 193 104 417 237 9547 1426 1277 615 497 71 278 35 451 105 81 827 30 518 50 3325 2890 44315 3192 3617 1815 418 20 25 14 44 50 63 280 94 63 119 852 12 114 16 4536 122
internal_value=0 -0.00338591 0.000890614 -0.0141235 -0.00694703 0.0233872 0.0408399 0.0143947 0.000468919 -0.0213997 -0.03991 -0.0616215 -0.0448745 -0.011508 -0.0151781 0.00382508 -0.0201382 -0.0103921 0.00760592 0.00382209 -0.0520468 0.00803007 0.0457766 0.0312425 0.0343533 0.0280106 -0.0311379 0.00994735 -0.0283163 -0.00903607 -0.017608 -0.0210369 -0.00570687 -0.0492055 -0.0192142 -0.00278936 -0.0680068 -0.124435 -0.000347383 0.0202772 -0.0257792 0.0195384 0.024754 0.0402018 0.0302595 -0.0180798 0.0389103 -0.00570827 -0.0432836 0.00936639 0.0156453 -0.0200725
internal_weight=0 293.653 210.022 83.6309 67.6203 27.6268 9.37309 18.2537 10.0034 4.75377 3.32968 2.41265 2.08967 51.4874 82.0086 9.29596 4.33412 50.6551 16.1329 15.168 1.0484 14.1196 8.93527 8.25034 8.06078 7.31988 1.11307 13.9252 1.79582 49.4492 72.7126 56.4381 16.2745 7.39836 10.4863 5.5626 0.75791 0.405203 0.352707 5.24962 1.01069 0.596971 4.96184 8.28851 6.31896 0.95627 5.36269 1.11822 0.708774 2.20064 12.1294 1.68736
internal_count=175142 169651 98321 71330 30539 5491 1893 3598 2450 1108 767 574 521 23845 70619 4825 2719 23608 6694 6197 349 5848 1818 1148 1102 997 170 5813 637 22993 65794 57479 8315 13164 5425 2233 89 45 44 1342 157 107 2106 1705 1254 182 1072 220 126 1442 5176 640
shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=2 3 8 15 9 10 7 16 4 2 14 4 6 16 12 2 9 3 9 6 3 3 2 3 14 3 7 8 4 16 14 8 4 8 3 16 4 16 9 6 2 4 7 10 9 2 7 6 15 3 3 8
split_gain=2.86532 0.808458 0.546074 0.504101 0.456922 0.500801 0.435946 0.503528 0.426892 1.0043 0.474775 0.607523 0.458467 0.405567 0.396853 0.387356 0.375909 0.359103 0.355789 0.308068 0.304795 0.2912 0.279106 0.276686 0.297237 0.267832 0.389137 0.461074 0.25851 0.258322 0.329329 0.304287 0.257682 0.261931 0.37173 0.348868 0.42221 0.315826 0.281759 0.302237 0.268581 0.255366 0.375054 0.248974 0.290534 0.304646 0.283034 0.24798 0.263339 0.246872 0.280272 0.231533
threshold=0.021375003270804886 -0.062622878467664109 -0.030199806850839929 0.028370015621370138 -0.020121863450639852 0.0012258583205637743 -0.04646719467383701 0.1058899183693645 1.0893883372515669 0.00060958159156143676 -0.1195154316395735 -1.0616980162903207 0.50262998036154738 -0.17800440423064784 0.2791679800304408 0.12231905013322832 0.020284824735477703 -0.7672425290220416 0.0034539953030045373 -0.24732236184176268 0.50493340306093171 0.013547591865062715 0.024665824137628082 0.082953624660149231 0.15020015557480176 -0.88118685196604918 0.0081037352788893655 -0.0054953413809726752 -0.12293355064725166 -0.0063418724863796294 0.3582234961268605 -0.0060510752793467822 -0.26626838693316141 -0.0072990996621020441 -0.20784202165668827 -0.048257078229957527 0.53561977849124165 -0.051524786466559731 0.0068203691714197557 0.43428538788615584 0.00025425935746170586 -1.5930398002530086 0.013174005627319919 0.015618995091175794 -0.018614205373893911 0.11020793393254281 0.0025338711345458389 -0.3567830106897259 0.089987604774835764 -0.0084751790855079872 -0.033284632489085191 -0.021289439676522522
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 14 13 20 15 7 -7 9 32 18 12 17 -2 -1 16 -6 -12 -11 -20 -3 49 -5 -13 -25 26 27 -10 -24 43 -31 -32 -4 34 51 36 37 -35 40 -40 -36 42 -8 46 -45 -46 -15 48 -18 50 -19 -34
right_child=1 4 8 22 5 6 41 -9 25 10 11 23 -14 29 -16 -17 47 21 19 -21 -22 -23 28 24 -26 -27 -28 -29 -30 30 31 -33 33 35 38 -37 -38 -39 39 -41 -42 -43 -44 44 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.022985072731140276 0.037742236394201066 -0.02497138034887678 0.077132216196548739 -0.029827446440492067 -0.015381260109335108 0.049797743089075718 -0.027690319768381617 -0.046802633856819709 0.066169467923749226 0.0081601121240860771 -0.16429039127485653 0.010618119971081259 -0.15409180026381464 -0.028424183151731421 0.011408928010479965 -0.029737494791145097 -0.030771213626132068 -0.0034232446699646122 -0.0090413685653819176 0.037672887488500575 -0.071719466418449451 -0.086908080345384206 0.02108590463330599 -0.01418129360038627 -0.1377506007772222 0.0050477128862133624 -0.14638757048177428 -0.049730472785623418 -0.0047057715651020841 0.00062458392077488641 0.077852922362722093 -0.11800875341772882 0.090551724131703926 0.011774321194647865 0.0054599597150614054 0.059427543471892143 0.096938988242442403 -0.13556457389026927 0.066100365089129781 -0.14787097195048468 -0.074520725602862298 -0.0078462934682555392 0.096848359900703881 -0.12814968719256525 0.0096239906093813863 -0.1241582177512626 0.0044750159149229331 0.010229594828117918 0.16765076117113925 0.055117573427406898 -0.073433169859952283 0.024627000443190772
leaf_weight=8.0691416801109863 1.8565244055098471 13.263059299432369 1.5435040230477195 1.4619750279962342 38.26518418255381 2.6402701838615026 0.41236747744551294 0.66215864793412027 0.47270830707566336 11.151790184597305 0.15137652910198074 32.403575146909589 0.25589606212452043 7.0692375625367294 5.7189143581090311 18.725710532822632 0.091503885116253847 3.0961384783440735 1.5911927728084272 12.089185934432859 1.5497610958450412 0.49742621086625138 16.663057674837439 1.3162974605666011 0.21200098015833635 31.903773933938282 0.24676517679472443 1.1301416006608622 5.0591222076800433 15.656678422781624 0.085101227014092728 0.39655012014554891 0.66270816556152601 2.8591402402571484 0.81696482739607856 5.8253659908477822 0.57225244032088074 0.13565442305116437 0.56275369758986915 0.057759281859034672 0.84133782117532974 56.941778063401784 0.54627838918531779 0.42907869769260287 0.61143837720010086 0.2171182144084014 4.1373516563744488 3.4223013168957541 0.19036826421506703 0.53598167959717047 0.68429952728911292 2.571102086611063
leaf_count=2436 654 7809 938 571 22840 1282 186 228 67 6246 30 18813 40 3188 1418 20463 37 647 490 4284 1245 146 5414 1035 113 7214 23 164 3384 6645 39 109 112 883 493 2832 592 37 192 10 442 46688 136 71 210 72 1752 1498 21 153 169 830
internal_value=0 -0.00928217 0.0100667 0.00112145 -0.013364 -0.0113455 -0.00496034 0.0302833 0.0123365 0.0162967 0.0106253 0.00376191 -0.0279367 -0.00733436 -0.00872301 -0.0177808 -0.0124358 -0.0209138 0.0214366 0.0322348 -0.0299416 -0.0158233 0.0122277 0.00865134 -0.0326952 0.00289587 -0.0339187 -0.0152022 0.01508 -0.0102816 -0.00192423 -0.0818785 0.0383236 0.0342185 0.0168386 0.0443686 0.0196046 0.00434751 -0.0140363 0.0426551 -0.0354745 -0.0069791 0.0437437 -0.0210845 -0.0629917 -0.0272856 -0.0162902 0.0179207 0.105214 -0.00731184 -0.0163773 0.0385539
internal_weight=0 190.354 127.975 53.6432 136.711 121.898 61.2029 3.30243 114.187 80.4337 63.9852 39.153 5.22112 30.4591 13.7881 60.6951 41.9694 4.96522 24.8322 13.6804 14.8128 4.81385 23.1842 33.9319 1.5283 33.7534 1.84962 1.60285 21.7222 28.6026 16.1383 0.481651 16.4485 14.905 5.51263 9.39241 3.56705 2.99479 2.27882 0.620513 1.6583 57.9004 0.958646 12.4642 1.25764 0.828557 11.2066 3.70417 0.281872 4.31642 3.78044 3.23381
internal_count=175391 124542 50849 22109 102433 93379 48520 1510 46995 39527 32166 21146 1185 12740 3854 44859 24396 1145 11020 4774 9054 1115 9369 19961 1148 7468 254 231 8798 12086 6793 148 7361 6423 2079 4344 1512 920 1137 202 935 47010 322 5293 353 282 4940 1556 58 969 816 942
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=1 0 1 6 3 11 8 9 13 5 9 11 10 10 1 6 9 10 6 0 3 13 8 7 9 3 13 3 1 14 6 11 3 7 13 3 0 9 14 6 6 0 5 6 1 8 6 1 11 8 11 1
split_gain=2.16467 0.870182 0.694341 0.60885 0.664061 0.48791 0.441319 0.55349 0.5944 0.410885 0.433274 0.359443 0.360102 0.348444 0.332089 0.329227 0.471412 0.648734 0.420278 0.385921 0.365141 0.503176 0.348927 0.3276 0.361565 0.333545 0.326657 0.326388 0.309971 0.307785 0.298681 0.297135 0.296257 0.273133 0.348075 0.275176 0.268307 0.253968 0.251631 0.250789 0.442168 0.282854 0.254391 0.384023 0.376709 0.490997 0.293605 0.273128 0.248958 0.245673 0.291072 0.237029
threshold=0.18979161977767947 0.00046471082896459853 0.0031323115108534698 0.2270156080510041 -0.6261416533961891 0.0010209417232283013 -0.069534295885257016 0.093912948430450074 -0.17295248597141358 -0.20157481225022586 0.055574674010489225 -0.030145060268229208 -0.017224669251497359 0.004415774262496442 0.68664562702178966 0.19423326386151349 0.021180253620226543 0.067327532613462235 -0.016232804356215876 2.1106557142047681e-05 -0.65905654616653908 0.29035665630715796 -0.008592167456940707 0.064772109244883844 0.010637719928754891 0.1063696537166834 0.070268785914660223 -0.54248162104340725 0.99421894550323497 0.17518076875491681 -0.21100293270442694 -0.056976433005801373 -0.59763632481917728 -0.011382559672694142 0.93860380712535241 0.13403119053691628 0.0024284975370392208 -0.0057780933561419846 -0.024997045638206806 -0.030611468428768076 -0.018120745042946671 0.13026709854602816 -0.21779117467992723 0.1728611137987397 6.3125016822596089e-06 0.019419540310024467 0.24684218169385122 0.00021942763123661282 -0.081844389534063089 0.012896823369038026 0.0048461996522177605 0.99604648351669323
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 26 -1 -5 15 9 8 11 -4 -11 12 -8 -12 27 18 17 33 19 38 -21 22 48 25 -25 -10 31 -7 -18 37 36 -3 -24 -17 35 -35 -13 -29 -2 41 -41 -33 44 -44 -42 -46 47 -45 -22 -38 -51 -16
right_child=5 2 6 4 -6 14 7 -9 23 10 13 30 -14 -15 51 16 28 -19 -20 20 21 -23 32 24 -26 -27 -28 29 -30 -31 -32 39 -34 34 -36 -37 49 -39 -40 40 42 -43 43 46 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.046403564336533115 0.056903823004637304 0.1077964242784366 -0.079940759669431788 -0.14779177534943089 0.01069630603730699 0.025767536491713341 -0.024337728807759404 0.040713246618801123 -0.0011722048618667017 0.016301721059851431 0.016933264573897888 0.081588388930999706 0.063269585056079852 -0.1000344335729741 0.02413481542529864 -0.030435812050301981 0.038922387046033624 0.1482693526648137 0.026528709995263491 -0.01305410731401894 0.042430087232956742 0.036279104824349394 0.071505481783930055 -0.046325127982432407 0.0055819757310502649 -0.017624530216482481 -0.054118477282102478 -0.045877040848935596 -0.082108120875162005 0.073598739373695363 -0.028680131210785567 -0.013552000938786416 0.011529285295492846 0.0028715759657942726 -0.14054452048095042 -0.083760382457608751 -0.020489619273993325 -0.012966542279699442 -0.050955155436710087 0.022703131296413406 0.20655364972261347 -0.051959683806491123 -0.062030219261866963 -0.02759978020290877 -0.033844426330496245 0.091380491307173087 -0.086117972539798027 0.020202897644865124 -0.013016933709202198 -0.021748683917107787 0.075812339162574974 -0.041235160000364604
leaf_weight=4.6977613606495643 2.3927305900251672 0.1621527737370404 1.5161774591542778 0.33333930373191822 1.0634866463660726 1.8328707135569864 0.87024887436200515 2.4769918509664413 114.2617774375293 1.706399363381933 0.36818903442326678 0.33978659800777933 0.98248478575624421 0.7767303012751654 4.5583860579072839 3.5902003146911836 4.0911521186244491 0.26097992542781767 23.740404629560544 6.941976602360227 0.86682597832986985 6.8844353642434717 0.84405042722573753 3.6412057350680689 2.1137257518348633 13.794948545917007 3.339151154733826 3.2285967321222406 0.20693216989457131 0.32942817402363367 20.4092969551632 3.3836266272901492 19.141880186442002 17.578152700663459 0.15766874167093092 0.35686257149791245 3.8166072017857005 8.5303589637854866 0.22410464928543561 2.7465705638815114 0.077608136896747726 4.4571968413565628 2.5355594381567048 2.7697459461924154 1.0938477669951678 0.41832297877408553 0.5040178998117425 2.0761923136742553 9.634812560620956 0.55546500746277139 0.64626760379542247 0.61500302157583053
leaf_count=1069 273 84 504 43 170 534 314 604 60948 595 93 114 397 201 2122 799 967 50 14444 2431 145 3428 296 1348 703 14787 3131 1331 35 129 17399 3793 9505 3939 18 111 3003 4198 26 1159 35 5501 5753 847 1364 301 700 1223 3604 411 292 120
internal_value=0 -0.00794256 -0.00912528 0.0292052 -0.0284934 0.00925984 -0.00687241 -0.00603411 -0.00675576 -0.0381826 -0.0156238 -0.0201072 0.0222777 -0.0627324 -0.0053466 0.0121382 0.00257107 -0.00336825 0.0156891 0.010198 0.00798386 0.011896 0.00637232 -0.0039976 -0.0273013 -0.00294671 -0.0251965 -0.0133828 0.0327843 -0.0193477 -0.0231678 -0.0203785 0.0141229 -0.00531213 -0.000302014 0.00106741 -0.00214622 -0.0220577 0.0473882 -0.021508 -0.0125238 -0.0354527 -0.022758 -0.0301049 0.013614 0.00145006 -0.0148205 -0.00712022 -0.00837691 -0.00808105 0.0310546 0.0162503
internal_weight=0 197.935 191.84 6.09459 1.39683 116.008 168.276 163.909 161.432 4.3675 2.85132 27.6202 1.85273 1.14492 19.0946 96.9132 26.2419 21.9439 70.6712 46.9308 44.314 37.372 30.4876 133.812 5.75493 128.057 23.564 13.9213 4.29808 12.0884 25.7674 20.2248 19.9859 21.6829 18.0927 17.935 5.35813 11.759 2.61684 20.0627 12.2219 7.84082 9.47529 7.88552 1.58978 1.51217 5.34996 4.84594 10.5016 5.01834 1.20173 5.17339
internal_count=175391 126886 125604 1282 213 48505 101713 100320 99716 1393 889 21930 711 294 8434 40071 5919 4917 34152 19708 19409 16978 13550 77786 2051 75735 23891 6192 1002 5658 21219 20760 9801 4867 4068 4050 3820 5529 299 20676 11382 9294 10223 8523 1700 1665 2770 2070 3749 3706 703 2242
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=2 0 3 14 1 4 10 5 13 3 8 7 0 8 1 7 4 4 10 7 2 5 8 3 14 14 7 1 4 10 7 1 4 16 4 4 10 14 16 7 10 3 3 2 10 8 13 0 0 14 13 13
split_gain=2.13888 0.635567 0.677984 0.517401 0.467049 0.57439 0.542867 0.541095 0.451111 0.502808 0.51068 0.429846 0.386158 0.485441 0.481038 0.342248 0.330126 0.502694 0.348649 0.324629 0.320445 0.319968 0.376364 0.326835 0.310778 0.485998 0.349772 0.317442 0.320803 0.316645 0.307548 0.35333 0.372785 0.449877 0.369349 0.347335 0.326694 0.367079 0.321133 0.311073 0.3071 0.305927 0.305169 0.458831 0.30791 0.39441 0.445294 0.305237 0.316673 0.389346 0.297619 0.295465
threshold=0.01831020507961512 0.012428794056177141 -0.0092787924222648126 -0.018953343894374752 0.014031025115400554 1.1223767698434177 -0.001875225605969264 -0.035546418998576856 -0.13651529060839601 -0.59763632481917728 -0.00089124687320550459 -0.058692706058928602 2.1106557142047681e-05 0.0012401930856608197 0.7881433665752412 0.049495041486937251 -1.2413356770009798 -1.2286534610176196 0.0082855880580628687 -0.026764017440926508 0.044086452573537833 -0.23962006484371975 -0.0018309172289205946 -0.6261416533961891 -0.015430245481805827 -0.01654989109682754 -0.0019877571086204643 0.93694612383842479 1.4479182887617477 -0.034897153497659879 0.011350457454411532 0.018630721606314186 1.1223767698434177 0.10822901837983033 1.035300539122902 1.4527126965909007 0.0082855880580628687 -0.37812779563916327 0.085225391212648841 -0.010324689217330407 0.045949817692628757 -0.36601943103596563 -0.52053740504197765 0.00054774445015937101 -0.001386410908931176 0.00051630883127529214 0.11784382955427515 0.0012742754188366236 0.00035171776835341012 -0.11453986960474492 -0.58406476373327021 -0.041048154037810695
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 16 12 5 11 -6 -7 19 -10 -11 40 13 14 -1 -12 18 -18 -2 -8 -20 -16 -23 -24 25 -5 -27 28 -26 -29 31 -14 34 35 38 42 37 -32 50 -40 -3 -30 43 -34 47 46 -46 48 -44 -50 -33 -31
right_child=1 4 -4 24 6 7 8 -9 9 10 15 -13 30 -15 21 -17 17 -19 20 -21 -22 22 23 -25 27 26 -28 29 41 51 36 32 33 -35 -36 -37 -38 -39 39 -41 -42 -43 44 -45 45 -47 -48 -49 49 -51 -52 -53
leaf_value=0.076098050255497748 0.053748430167926478 -0.013534798719945371 -0.029446645016385643 0.0030790246618854059 -0.01312487960477318 0.025300224292300229 0.023197144353762827 -0.016951370486869389 0.065640274364735129 -0.0067841940540494701 0.013473872015148415 -0.034357114358783185 -0.023324165878624986 0.07876428639480057 -0.090663866575862409 -0.023925268648877843 -0.081107871194785366 0.012503343402088467 -0.053103642146519685 -0.026163873937311212 0.04090140619873435 0.038181718088091759 -0.11373845697921064 0.041819247855193753 -0.0011547274288461311 -0.18435127856077393 -0.027260986502091786 -0.15750256312901534 -0.12500379967427752 -0.049592969638030976 0.031383530586873001 -0.055355591528097541 0.030855362202167638 0.070059823470221549 0.091527086701562496 0.025237297101019546 0.030851186833584406 -0.0095144791002012112 0.039951672704419731 -0.014932056122426707 0.077824353051635292 -0.016317845845242474 0.012004631835997599 -0.04523933548232692 -0.10325042319543805 0.046025994677982844 -0.013722091600302098 0.0065748766432043269 -0.10197554481468268 0.022208629492441165 0.026697697828072117 0.039245377241944497
leaf_weight=0.92248437736270661 3.7922953533470762 0.98216393646271061 3.8314924125211283 0.80175647828218644 55.657007452984089 4.4809454985261263 1.5385200060736668 9.2745144602922629 1.2275292450322002 35.629921453664792 30.404881849591334 17.68681592472058 2.1768819770204564 2.0412937650880849 0.37917547238976168 2.6449656892327758 0.57914396090200604 14.916728968442266 0.68006535763561238 9.3779062765761392 0.73764896768261679 1.2763810508567988 0.36084805101563688 0.19841768496553336 18.262063031366786 0.31492677879941766 0.25937479875574598 0.07463912408275053 0.3929090636811452 0.40200099615867646 2.5655943701422119 0.43204030388005676 4.5493788187923263 1.0996140814240778 0.76577428249220147 6.3493653521873048 3.3143111452336589 14.576439261149062 1.3764404662706509 3.9666372586452772 0.56678633133196854 0.71895995092199771 0.80748684736318521 0.94254047802314733 1.0757130386191383 0.42562158574582998 1.1421949985597164 7.8484752551539714 0.89927414337580569 0.34079609349282658 33.966324704482645 3.6388874829935949
leaf_count=111 798 983 2436 359 31851 2275 911 4810 530 20783 18895 29126 1398 251 55 1059 124 5787 149 7773 157 153 44 17 9929 31 136 3 45 72 582 143 476 196 578 2013 1322 5255 462 1854 305 241 106 209 167 114 296 1824 124 48 17337 1400
internal_value=0 -0.00593099 0.00910626 0.0111117 -0.00810891 -0.0187836 -0.00552645 -0.00317285 -0.000292283 0.00266138 0.00151922 -0.0299337 0.014511 0.0410163 0.0161532 0.0104697 0.0162592 0.00891669 0.037994 -0.019181 -0.0042902 -0.00921717 0.0083077 -0.0589571 -0.00171225 -0.0475933 -0.116323 0.00100916 -0.00435456 0.02617 0.0129543 0.0161808 0.0174899 0.00800534 0.0234499 0.00515808 0.00219832 -0.0033675 0.0220982 -0.000708629 0.0203936 -0.056074 -0.00193005 0.017693 -0.0105371 -0.0407346 -0.0576153 -0.0024124 -0.036624 -0.068014 0.0256393 0.0302308
internal_weight=0 194.009 24.5374 118.665 169.472 32.9912 136.481 13.7555 80.8237 69.9073 68.6798 19.2358 93.7995 5.1786 3.13731 33.0498 20.7059 15.4959 5.21001 10.9164 1.41771 2.21482 1.83565 0.559266 24.8655 1.37606 0.574302 23.4895 19.3739 4.11553 88.6209 68.1646 65.9877 25.4805 40.5072 24.3808 20.4563 17.142 39.7414 5.34308 1.54895 1.11187 18.0315 5.49192 12.5396 2.64353 2.21791 9.89603 2.04756 1.24007 34.3984 4.04089
internal_count=176103 128752 9451 47351 119301 37499 81802 7085 49951 41267 40737 30414 35135 631 380 19954 7015 5911 1104 8684 306 269 214 61 12216 526 167 11690 10215 1475 34504 27345 25947 5573 20374 5377 7159 5837 19796 2316 1288 286 3364 685 2679 577 463 2102 278 172 17480 1472
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 0 1 4 10 1 5 4 14 5 5 1 4 9 12 5 5 12 10 7 7 6 6 15 4 10 0 7 4 0 15 16 1 15 6 15 6 4 5 16 1 1 12 12 1 15 12 12 12 7 15 16
split_gain=2.02056 1.26439 0.570291 0.554702 0.542633 0.462444 0.448748 0.494528 0.488077 0.402921 0.385024 0.380054 0.317242 0.454968 0.403772 0.332573 0.311321 0.303682 0.386503 0.303472 0.293833 0.276765 0.268672 0.266582 0.371915 0.322569 0.341946 0.331682 0.297007 0.550923 0.271212 0.268537 0.26854 0.265216 0.262901 0.260882 0.255884 0.362823 0.374649 0.445558 0.407427 0.401873 0.472286 0.596891 0.38907 0.437666 0.437383 0.544272 0.359835 0.381306 0.328566 0.343384
threshold=0.34072460234165197 0.00059943992528133105 0.0049247050192207107 1.1605441084291281 0.010595460883108978 0.90570750832557689 -0.49297770557023202 -0.048410987388273964 -0.39970089475442799 -0.49297770557023202 -0.032888478161069608 0.93694612383842479 0.12476163780053291 0.02859092109523877 -0.95236572943367948 0.075088210296083896 -0.37108778954159743 2.3025844067551131 0.0098212625528795467 0.019857518823258365 -0.11391654820900339 -0.24580242787796353 -0.014036810506346484 -0.092055131366539075 1.4479182887617477 -0.10927371168294493 0.045161621645092971 0.049495041486937251 -1.0182040897952163 0.0058285074774175891 0.31878204996861997 0.019322536083903705 0.21577857434749606 0.14693739910168466 0.24002450572314671 -0.040538630846741579 0.27942268468081138 1.3784032573962348 -0.035546418998576856 0.12875530822198969 0.99808025360107433 0.7079625427722932 -0.57887367097069953 -0.20311406983469787 0.91738355159759533 -0.055271154479198496 3.7815447167891527 3.4778855198657124 0.83082955972147277 -0.0031968823739538885 -0.052745607863588478 -0.050435811364243639
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 3 9 6 -6 19 8 -8 -3 -5 -10 13 15 -14 -1 -7 18 -12 -2 -4 -9 -13 24 25 -22 34 -28 29 30 -25 -30 -33 -11 -27 -19 37 -23 39 40 41 -39 -43 -44 -45 -46 47 50 -42 -50 -47 -52
right_child=4 2 20 10 5 16 7 21 11 33 17 22 14 -15 -16 -17 -18 35 -20 -21 23 36 -24 28 -26 26 27 -29 31 -31 -32 32 -34 -35 -36 -37 -38 38 -40 -41 48 42 43 44 45 46 -48 -49 49 -51 51 -53
leaf_value=-0.022889992058032313 -0.011401867522993811 0.046282031772058758 0.027483236026860227 0.017809763216830025 0.018290297497695701 -0.065545471324123972 0.087121285124639833 -0.010632946072948346 0.015446667722554711 -0.044185158703472678 -0.033366032958833225 0.092525619425569181 0.13217848607021651 0.046123444685997203 0.036406122489172348 0.043517559423923838 0.079064722681716923 0.011603339060885268 0.017673824175921362 -0.10431232934300444 -0.078305711801990807 0.021136233593118493 0.027968896781142706 0.029605822535981454 -0.084938864064462327 0.0026621289227830307 -0.01555422110011899 -0.070591822526178655 -0.010202649539490214 0.00069889505659412646 0.11022048837252788 -0.0022650444143137213 0.023649705712460157 0.0042412901285778159 -0.033302252160366266 -0.061911813517394776 -0.023146925867908157 0.035156623440934655 0.012361338172164851 0.091174057916143164 0.07610289419207257 0.05085776649301206 -0.13800313839614631 -0.076001521300594163 0.039752157381164679 -0.16042096954894081 0.049121529329165553 -0.12901006882337529 -0.16775038921669316 0.013810047444453473 -0.054583609045079612 0.017285057421200789
leaf_weight=2.5943919378987617 1.1211277043548751 0.56565795770802552 2.8722066000264013 4.5352968236038587 3.9644283017150874 0.14475509832846034 1.2468708692831594 6.999706481165048 13.09429538795615 10.670171825618811 2.6833262453328608 1.1669406042001358 0.61896293773679678 3.6620176043143147 1.4983508300065294 1.0427745264269104 2.6756113212868513 0.61611243146762751 3.2753587188526581 0.49801416680566024 0.66855701948224933 23.577259732582206 1.4642712979260171 3.8529599017765568 0.66030832373507919 20.703175339687281 18.589952087496389 1.1481607977948431 53.259184348601593 34.838220816359353 0.45520901854615647 39.064816965340015 4.4368261707368211 1.2614767172344716 2.2360628120659376 2.1315290877319057 2.1730371264602573 1.0225950058811522 21.701276199644781 0.39682213362539265 0.8363483505818301 0.62822115217568075 0.54065378326049263 1.4139727594010816 1.0619488569500362 0.15403407817939108 0.5549729222402674 0.61911764869000752 0.12177838498610072 0.66802745693712495 1.2649311495479176 1.3671487049432549
leaf_count=730 300 400 1054 2099 1767 45 600 1450 6673 19706 1783 879 101 514 369 281 870 340 1460 139 165 17465 903 840 202 8904 14145 426 40027 12157 59 26951 2430 1667 891 835 984 180 4121 49 85 101 62 183 124 10 73 42 16 95 166 185
internal_value=0 -0.00449687 -0.00611643 -0.0200477 0.013279 0.0404459 0.0110686 0.0121002 0.0272951 -0.0351438 -0.00577237 0.0224594 0.0313122 0.0213308 0.0652623 -0.00373312 0.0712823 -0.0180679 -0.00534111 -0.0407933 -0.00415297 0.00813256 0.0570242 -0.00466066 -0.0114238 -0.0102699 -0.00917226 -0.0188158 -0.00246958 0.00487857 0.0385374 -0.00544276 0.00038655 -0.0390666 -0.000866431 -0.0454583 0.0103958 0.0117059 0.00482561 -0.010524 -0.0146092 -0.0232652 -0.0311838 -0.0386806 -0.0299837 -0.0168074 -0.0320829 -0.0455018 0.0310729 -0.0172299 -0.0262518 -0.0173869
internal_weight=0 217.941 208.525 25.7389 90.4782 6.78479 83.6934 82.0742 16.9724 12.4973 13.2416 15.7255 9.4165 7.29918 2.11731 3.63717 2.82037 8.70633 5.95868 1.61914 182.786 65.1019 2.63121 179.913 44.0062 43.3459 42.6774 19.7381 135.907 39.1464 4.30817 96.7608 43.5016 11.9316 22.9392 2.74764 58.1021 55.9291 32.3518 10.6506 10.2538 8.6276 7.605 6.97678 6.43613 5.02215 3.9602 3.40523 1.62615 0.789806 2.78611 2.63208
internal_count=176103 138536 136541 28290 37567 2682 34885 34446 9055 21773 6517 8455 1995 1525 470 1011 915 4418 3243 439 108251 25391 1782 107197 24733 24531 24366 14571 82464 13056 899 69408 29381 21373 9795 1175 23941 22957 5492 1371 1322 1126 946 845 783 600 476 403 196 111 361 351
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=2 0 3 0 2 4 13 4 2 4 5 6 13 11 11 5 4 11 2 11 5 8 13 7 7 5 0 4 11 14 14 4 6 11 5 0 7 14 8 5 13 2 5 8 5 4 5 0 11 14 13 4
split_gain=1.50433 0.698331 0.553812 0.817071 0.473634 0.415913 0.707793 0.345712 0.706485 0.608703 0.367487 0.344189 0.319851 0.364203 0.337424 0.309352 0.374298 0.345337 0.328817 0.309333 0.696246 0.386553 0.33485 0.415884 0.33172 0.308605 0.306385 0.295129 0.292344 0.291824 0.301819 0.288866 0.287746 0.285716 0.283858 0.278145 0.288113 0.277156 0.325669 0.276119 0.270289 0.268528 0.402816 0.367633 0.29823 0.428275 0.275561 0.28905 0.260525 0.296687 0.339093 0.254957
threshold=0.10793154314160348 0.0032694389810785656 0.37271163542754954 0.40400213003158575 0.0061433615628629932 1.4479182887617477 -0.3074127681672254 1.3063637706070601 0.55152791738510143 1.4768670721517181 -0.41453017694931998 -0.2429948546858389 0.070268785914660223 -0.00048761497211221894 -0.0042642639033924259 -0.42769693944491965 1.4426100435252922 -0.043649860386615981 6.4150719936151299e-06 0.0027528259053434061 -0.17422602512746413 -0.083226871335795788 -0.022960569406900482 0.095212063416416831 -0.0031968823739538885 -0.032888478161069608 0.012428794056177141 0.3677650199719294 -0.010339383656603451 -0.068014353100949984 -0.19817989148944024 0.34724708503545476 0.47231982214941831 -0.056976433005801373 0.7793874583831123 0.061755599454045303 -0.0025154238837917921 0.099109198443430011 0.001518930815137516 -0.14848413424460985 0.65974870359493354 0.00010640882464940661 -0.23065246324621308 -0.0024092382111829719 -0.32008820934797949 -1.2413356770009798 -0.49297770557023202 0.0001767967551131733 -0.0077807047148379825 -0.083144352935716523 0.34819870416674775 1.4527126965909007
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 4 15 12 -7 8 26 25 -10 31 41 14 48 17 -17 -3 28 22 21 -21 33 24 -24 35 -2 -5 29 30 -18 -12 -28 -6 -25 -9 -37 -26 39 -39 51 42 -1 -44 46 -46 47 -43 49 -14 -51 -20
right_child=7 2 -4 27 19 6 -8 9 10 -11 11 -13 13 -15 -16 16 18 -19 40 20 -22 -23 23 34 37 -27 32 -29 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40 -41 -42 44 43 -45 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.094378984419219908 0.021030532633867283 -0.16080383327682207 -0.04297068493396998 0.1251963881747879 0.034653975648328443 -0.15086037881425535 -0.00089878934193956563 0.084252661074740443 0.016028515633145595 -0.030055899828591665 -0.04341846106982692 -0.057158083062707837 0.027572718299639861 -0.017216424204627188 0.04816079704726034 0.017914727284661199 0.067808195572980332 -0.016317283737332652 -0.01713726492583471 -0.093308346670547992 0.011567768158256997 -0.012974409615810737 -0.012075457146740427 -0.069179949701883667 0.0080218981686740031 -0.0038683229638863757 -0.016311674452741513 -0.016818307836107965 -0.028811675360655514 0.13124012539439955 -0.028667085621180408 0.036869232139112439 0.042504995958368243 -0.015238399218370755 0.11618606466553549 0.072692445590764598 0.0058511890127197104 -0.038691252818660427 -0.033983914944738181 0.015520283625403919 -0.10537529281660191 0.056571640217208619 -0.010757731890269531 0.060737205711517521 0.048920090565781518 0.0037499840409707195 0.063886786128942372 -0.019737454491948383 -0.019454644602065033 -0.04992303247543553 0.038132524659980183 0.010255026513713674
leaf_weight=1.2983190254017243 2.5219676184415212 0.1657474984822328 2.9614964962761396 0.69122945608069031 1.1709951431585057 0.30944271417683822 8.3729987319602497 0.8182557773325233 0.98344765461479156 4.8441977966012919 1.005727871941416 7.6550110270312066 6.0881166923554684 4.4243984858821959 2.5848862209295467 27.025405295652149 0.84528994909487665 1.7573853674111877 7.6773004389251547 0.6198571364802764 32.586242419782934 10.147279299591899 17.519991130805863 1.2191588366658823 36.545107173972895 4.9931985773582701 35.12123173437169 0.1795493232057197 0.55121231111116031 0.36644159117713582 0.5067600014153868 0.78024367857869936 0.83553813729849835 34.570519017809943 0.072837991290725657 0.80640637141914373 2.9834784493868938 1.1748178364505291 3.7513662037163158 4.4148553673658153 0.25635339075233865 0.87348015388488409 1.3458654630849196 1.5159927967779394 2.5981037636829614 10.644680703619079 2.5634708063516927 1.1061346994247285 2.5997276378573702 1.183093353796721 0.67206844174143032 6.0691471394820837
leaf_count=186 1349 19 2710 300 388 16 1106 276 975 3019 1481 20957 1704 1485 1315 17171 81 560 977 177 14498 5192 9593 380 19356 2028 31334 104 56 16 49 476 878 19872 11 323 924 724 1654 2074 42 121 212 252 493 3852 632 232 1160 400 260 2103
internal_value=0 0.00250197 -0.000188877 0.000482279 3.25838e-05 0.0132684 -0.00653772 -0.0148131 -0.0188269 -0.00121881 -0.0419001 -0.047953 0.0176231 0.0075499 0.0159086 0.00895689 0.0107038 -0.030115 -0.00127841 -0.00277475 0.00428376 -0.0177439 -0.00582167 -0.00152901 -0.000376818 0.0133588 -0.0125597 0.0961607 0.0338791 0.0540756 0.0317447 -0.00832539 -0.0149248 -0.0135875 -0.0573091 0.0319692 0.0203438 0.00409281 -0.0112652 0.00404064 -0.00701244 0.0256671 0.0485122 0.0272545 0.0202809 0.0126651 0.0423459 0.0141347 0.00793407 0.0169212 -0.0179646 -0.00504574
internal_weight=0 241.027 192.846 189.885 189.014 48.1808 8.68244 63.3487 48.9032 14.4455 10.4244 9.44098 39.4983 17.5523 13.1279 45.221 43.2979 1.92313 16.2725 143.793 43.3534 10.7671 100.44 64.6981 63.4061 9.60134 38.4787 0.870779 2.2697 1.71849 1.35205 1.78597 35.9568 35.7415 1.292 4.60814 3.78988 45.8861 9.34104 5.58967 14.0028 21.946 4.16018 2.86186 17.7859 13.2428 4.54309 1.97961 10.543 7.94328 1.85516 13.7464
internal_count=175553 111533 98107 95397 94993 13426 1122 64020 57450 6570 23889 22914 12304 6324 4839 21074 20495 579 3324 73919 19867 5369 54052 33792 33401 3551 33561 404 202 146 130 1957 32212 20260 391 1523 1247 23808 4452 2798 3122 5980 650 464 5330 4345 985 353 3524 2364 660 3080
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 13 5 11 9 0 5 4 10 4 13 13 11 9 7 5 9 0 11 12 12 15 16 14 0 13 5 0 5 15 7 4 12 14 11 16 10 14 11 16 4 4 13 4 0 7 11 10 16 15 5 10
split_gain=1.0877 0.583679 0.927015 0.655674 0.580215 0.399624 0.390564 0.428634 0.492364 0.355828 0.489609 0.297494 0.340167 0.307361 0.286845 0.333732 0.285734 0.3295 0.284014 0.27437 0.577331 0.385907 0.698597 0.362132 0.51314 0.261434 0.259476 0.330414 0.448266 0.288807 0.261786 0.260513 0.251158 0.247917 0.400879 0.247606 0.243821 0.239546 0.367247 0.246159 0.237915 0.233127 0.325505 0.231737 0.221413 0.220029 0.323817 0.346159 0.271034 0.278855 0.264844 0.249868
threshold=0.0032694389810785656 -0.0037045392779257859 -0.23065246324621308 -0.016769258495287362 -0.044535750772477053 0.44940578937530523 0.10205294446817782 1.035300539122902 0.031124971575150855 1.4479182887617477 -0.3074127681672254 -0.15069111301005009 0.00057477286539891852 -0.012899168975728865 -0.08263615226086797 0.36091619216964516 -0.010907758679763719 0.0019220794201828542 0.0012489205160519667 0.85856503595374334 0.75657573411099488 0.052518625869054321 -0.048257078229957527 -0.011847990251350053 5.4815567636978819e-05 -0.52609107864050353 0.17400300404307584 0.0021694503957405691 0.13724191522517751 -0.023085600857512299 0.001697336011771634 0.25982760781052766 -1.1172217355105021 0.017789177567333569 0.011540142814983183 0.075856980833486479 -0.010283450254838242 0.34207118405859999 -0.0071654260211335809 0.15363830562518102 -0.10568678228940899 -1.2030856900351179 -0.3074127681672254 1.3509307227589595 0.078787792474031462 -0.0061947887102239948 0.0053681607251313511 0.02927467224626187 -0.1413500597985036 -0.15389103339229948 0.3954149022571069 0.050720054213249412
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=9 3 4 6 -3 37 7 8 -2 11 -11 -1 13 35 15 -5 17 -12 -6 20 21 -18 -23 -21 -25 -16 27 28 29 31 -31 -14 -8 34 -27 -13 -32 45 -39 -40 -20 42 -36 -7 -34 46 48 -48 49 50 -4 -49
right_child=1 2 5 14 18 43 32 -9 -10 10 16 12 26 -15 25 -17 19 -19 40 23 -22 22 -24 24 -26 33 -28 -29 -30 30 36 -33 44 -35 41 -37 -38 38 39 -41 -42 -43 -44 -45 -46 -47 47 51 -50 -51 -52 -53
leaf_value=0.032066707533199602 0.0087867115448081509 -0.061172834141865584 0.0033414679104115594 0.049731536352554083 -0.0032659724412878871 -0.050409654579184726 -0.048367106367132651 0.12279300342881286 0.081542566963238944 -0.13034778100459149 -0.0011446797852110691 -0.035663687186806424 -0.030324148205619857 0.021646508345956082 -0.036949740907628974 -0.049482754203451551 0.016339525918250664 -0.16037938671238217 -0.0100594943432669 0.031242906827390362 -0.14245290583234935 0.04861078712392098 -0.12684839665797984 -0.22385209380902982 0.012259213973116707 -0.010236432497876678 0.03368163139450344 0.027746600233893526 -0.11783875481821902 0.058328547302878758 0.047490543014250423 -0.14416706641029511 0.025169863338189925 -0.018519553291486145 0.10684833203664841 0.045504124692152335 -0.04845690402904005 -0.085317074189941403 -0.019214112332094822 0.06634825505120627 -0.043027560788107461 0.0010598190693015788 0.020084539692665406 0.01224576236358371 -0.038579506365973848 0.0082255179979397117 0.035616955882742066 -0.097025223858089649 -0.013649975367841481 0.033308572179090466 -0.14628171943355331 0.019009655113929335
leaf_weight=9.6867562044799325 4.9732780482663639 2.5734876598253349 0.35163290717900997 1.4440953942175827 15.582996796223599 2.0369390782263959 1.1932638184262034 0.44155048385800899 1.1281280675830201 0.28546213274239463 0.2910943941824361 1.6916756411710623 1.9695380127996029 20.556450315350393 4.1676519253619508 0.42600532524011203 2.565773974340118 0.21752555915736593 4.6226922540627129 3.727888925328442 0.31028070322645351 0.361052743421169 0.56081951922533324 0.12176692346111062 0.26614497178525198 53.22750382854764 1.263528759445762 1.3230707303155211 0.48562631424283598 0.70664314124587635 0.37376117763051209 0.20902522603500973 1.8592097497003126 31.582890540176891 0.56582009681733358 0.46556531154055836 0.80753494218879562 0.69964178594091242 1.6872962595716665 0.40127107421722019 4.164494055836256 3.4164163552904929 1.7163532753947945 0.81996865847395373 0.75045060124193685 89.992445751605203 3.4324087025288454 0.35898703210114025 15.665649053232414 2.448179998084929 0.16010963937151246 0.35638571423623944
leaf_count=2293 1973 1183 140 715 9939 2660 513 81 526 18 35 548 592 7470 4765 335 336 15 2125 556 30 45 48 5 51 36858 347 544 70 215 117 82 596 31938 125 146 373 210 1242 183 3173 2077 545 351 377 47360 1690 171 8630 942 28 166
internal_value=0 -0.00356408 0.000561134 -0.0091728 -0.0161743 0.00437101 0.0147345 0.0295186 0.0224348 0.0128213 -0.00546947 0.0168501 0.0118966 0.0178777 -0.0117369 0.0268801 -0.000974001 -0.0723314 -0.0113817 0.00376247 -0.0155838 -0.00363843 -0.0585061 0.0216049 -0.068354 -0.0125045 -0.00713115 -0.0159828 -0.0287505 -0.0176497 0.0109398 -0.0423145 -0.0107204 -0.011372 -0.00753665 -0.01792 -0.0178478 0.00528645 -0.0235795 -0.00235829 -0.0257387 0.0176345 0.0422488 -0.0324619 0.00670209 0.00600375 -0.00277548 0.0224349 -0.00840553 0.0192678 -0.0467777 -0.0401501
internal_weight=0 252.247 145.355 106.893 26.9437 118.411 10.3459 6.54296 6.10141 48.247 8.70781 39.5392 29.8524 22.7137 96.5467 1.8701 8.42235 0.50862 24.3702 7.91373 3.79793 3.48765 0.921872 4.1158 0.387912 94.6766 7.13873 5.8752 4.55213 4.0665 1.88794 2.17856 3.80292 90.509 58.9261 2.15724 1.1813 115.554 2.78821 2.08857 8.78719 5.69859 2.28217 2.85691 2.60966 112.766 22.7734 4.14778 18.6256 2.95992 0.511743 0.715373
internal_count=175553 161617 80193 81424 16420 63773 4066 2580 2499 13936 1139 12797 10504 8164 77358 1050 1121 50 15237 1071 459 429 93 612 56 76308 2340 1993 1449 1379 705 674 1486 71543 39605 694 490 60762 1635 1425 5298 2747 670 3011 973 59127 11767 2027 9740 1110 168 337
shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=1 0 1 0 5 1 13 5 1 8 13 16 16 15 5 9 7 8 13 7 5 5 2 0 9 12 1 1 10 1 5 9 5 9 9 0 13 0 0 5 15 10 2 13 12 5 5 2 2 1 13 2
split_gain=2.15394 0.680978 0.46931 0.426218 0.372007 0.566521 0.498155 0.45858 0.376074 0.371247 0.354022 0.337734 0.803672 0.332553 0.32681 0.32569 0.313666 0.407675 0.313524 0.384975 0.331646 0.901964 0.328876 0.307891 0.292117 0.28735 0.386025 0.301039 0.359975 0.280022 0.325937 0.279494 0.323365 0.306938 0.278728 0.274437 0.273201 0.270237 0.272856 0.263587 0.275972 0.257424 0.312588 0.249548 0.24493 0.229039 0.561273 0.331884 0.320234 0.31306 0.281359 0.274994
threshold=0.1138628236949444 0.00035171776835341012 0.014031025115400554 2.1106557142047681e-05 -0.22843498886419458 0.99808025360107433 -0.099460009830439969 -0.27375256210101856 0.99808025360107433 0.041600078205166181 -0.016936503036411369 -0.033359019311627915 -0.024473188950864717 0.19225079817324772 -0.64415718268179767 -0.092699848737785223 0.026603121218555115 0.0025864515237603593 0.13363761226080481 -0.033119271749215147 -0.03121506002794322 -0.075060188890372845 0.091879434883594527 0.0061876566614955672 0.0044025725977033343 3.6192604361595944 0.30307136476039892 0.98228898644447338 -0.0021375848495635195 0.95888358354568493 0.34605056593378197 -0.0033509314584459289 -0.17272161657969912 -0.007851124973176006 0.0095305739975611575 0.02165023144334555 -0.059329979280105145 0.00025667934096418327 0.00059943992528133105 0.37670751299763217 -0.056595407164148556 -0.00700059480091358 0.00038162423879839485 -0.030716057444600091 -0.62408770993465335 -0.032888478161069608 -0.046374486540680666 0.99431526660919201 0.9987354874610902 0.001541784266009927 0.0037424863357540541 0.99026188254356395
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 9 11 6 10 7 35 14 45 25 -2 -13 -14 43 -4 17 18 19 22 21 31 -12 -19 -22 26 -6 -28 -29 30 -18 32 -20 -34 -9 -5 -7 -23 -39 -31 -41 -26 -43 -8 -30 46 48 51 49 -3 -50 -48
right_child=3 2 15 4 5 36 8 34 -10 -11 16 12 13 -15 -16 -17 29 23 20 -21 24 37 -24 -25 41 -27 27 28 44 39 -32 -33 33 -35 -36 -37 -38 38 -40 40 -42 42 -44 -45 -46 -47 47 -49 50 -51 -52 -53
leaf_value=0.036857863751754677 0.069778157434907701 -0.044226288110548094 -0.049204314724128749 0.054655112158537689 -0.011284253976968653 -0.037591837159813048 -0.17216494808236107 0.025769525491227449 -0.075294757506400439 0.015527847180104663 0.084858890338814066 -0.1212810664911987 0.044556325461966452 -0.09796992626007768 -0.003715805851445693 -0.004897633533805101 -0.0057660414532712421 0.059743519842588126 -0.027064582209463436 0.00047812902471089564 0.035583696786760814 0.044946828100052544 -0.076955601017126909 0.023269383599762869 0.025018364235320858 -0.066400094444784258 0.021491545466353124 -0.0382207237493635 -0.067208649935344797 0.07821996461935353 -0.070110546300518314 0.050375128685257703 0.074276307546866302 -0.0018192435586666764 -0.042964074278291131 0.0064452413493651974 0.073308948065544555 -0.11022145834624197 -0.024277596221097271 0.065394082672566842 -0.020635497426584198 -0.093633843591567012 0.001297012422359879 -0.032051971241350799 0.066728903313886118 -0.030334555020504257 0.021876044033372861 -0.045343035822517891 0.10146862091865028 -0.014296275811259468 -0.10183046879998021 0.13585191934334118
leaf_weight=3.3422763472190118 1.9835146014920608 5.5857226313328256 1.6657463565152273 3.407265315305267 11.98240477197715 0.2392067353739552 0.17659032595111057 0.98884324536447765 0.78037571754339197 2.9804519774688734 0.88473449441881047 0.35403135397427865 2.5342964183364525 0.15858034012308042 24.018326635836278 116.40515385171341 5.5347396343058772 3.0405836761192395 1.3888453069703248 21.845316143457637 12.734043177075714 0.49572333326431728 0.13185965788943577 9.7306608957878762 2.7753679956149426 0.61834919786269793 10.249551929246079 1.9909539502896225 0.15606868835311616 0.65308242278842987 0.90099899236156478 3.4318261305161286 1.0034309407255935 1.1006621613232708 1.4128889213679938 1.8100044472048464 1.9710349440138077 0.38745520502561692 4.5048195596546066 0.50925623787043162 1.2588820468554327 0.45198606223857396 1.3254783304018927 0.39973080245545389 0.65625688900035939 15.338450265051391 3.5748194117695706 0.70236670849408245 0.33084140606843071 9.3599854323620075 0.069557133905618684 0.2086085454939165
leaf_count=771 227 9006 748 862 6375 45 39 518 275 1899 249 38 342 20 11648 69720 2428 887 934 10028 5829 73 84 5358 480 131 5309 502 31 314 330 2309 828 765 344 974 1030 56 1493 98 252 86 609 146 152 16450 1320 251 372 12607 50 81
internal_value=0 -0.00768996 -0.00864708 0.00930511 0.00823671 0.0112231 -0.000992451 0.0214024 -0.00772681 -0.0182871 0.0101072 0.0378377 0.0167635 0.0355816 -0.00553062 -0.00552995 0.0136121 0.0160091 0.0121012 0.00330088 0.0188923 0.006337 0.0629182 0.0320234 0.0278193 -1.77417e-05 0.00166733 0.013556 -0.0154117 -0.00403914 -0.0149408 0.0301776 0.0101805 0.0347853 -0.0146834 0.0380078 0.0611044 -0.024302 -0.0314547 0.0248369 0.00454279 0.00604947 -0.0235238 -0.0788125 0.0401167 -0.0211591 -0.0140419 0.0170256 -0.0231323 -0.025521 0.0633517 0.0287602
internal_weight=0 159.564 156.222 139.978 134.948 101.954 32.994 7.619 25.375 38.1508 99.7433 5.03042 3.04691 2.69288 24.5946 118.071 74.0898 65.2328 52.4615 22.8619 29.5996 12.3128 1.01659 12.7712 17.2869 25.6536 25.0352 13.0528 2.80328 8.85696 6.43574 6.92476 3.49294 2.10409 2.40173 5.21727 2.21024 5.388 4.89227 2.42122 1.76814 4.55283 1.77746 0.576321 0.812326 35.1704 19.8319 4.48579 15.3461 14.9457 0.400399 3.78343
internal_count=175773 113275 112504 62498 61871 47065 14806 2698 12108 42036 45990 627 400 362 11833 70468 33490 30068 23823 10361 13462 6458 333 6245 7004 12500 12369 5994 685 3422 2758 4836 2527 1593 862 1836 1075 1622 1549 664 350 1175 695 185 183 40137 23687 1652 22035 21613 422 1401
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=1 3 3 4 0 2 2 3 15 16 4 4 2 5 0 1 15 3 14 5 14 11 14 2 2 15 7 5 0 16 15 5 0 14 0 4 14 15 5 1 2 1 5 5 16 11 0 1 16 4 16 2
split_gain=1.99645 0.621218 0.616464 0.506237 0.39294 0.351937 0.306757 0.452574 0.399613 0.394555 0.302659 0.294841 0.559085 0.508538 0.383775 0.329732 0.312953 0.305555 0.293095 0.459891 0.288654 0.274886 0.290917 0.274626 0.259877 0.2572 0.255503 0.251058 0.250827 0.244784 0.242984 0.326156 0.240798 0.299945 0.258692 0.233774 0.233602 0.232399 0.27101 0.293684 0.229913 0.332386 0.319994 0.227909 0.227073 0.225499 0.235709 0.216749 0.366974 0.344894 0.359183 0.236033
threshold=0.091391030699014678 -0.25341068161651487 -0.13474783767014739 -0.93997239761108464 0.00010804989506141284 0.11020793393254281 0.00038162423879839485 -0.84225344337755803 -0.020023119871941632 0.095574983691238749 0.34724708503545476 1.3784032573962348 0.99431526660919201 -0.03121506002794322 0.024805570021271709 1.7931215552380312e-05 0.19225079817324772 0.60390090900909865 -0.42587924385604287 0.18231264112416198 -0.50737351633414263 0.033458781896428265 0.046188351135216146 0.083444137126207366 0.044086452573537833 0.1570033126293939 0.00077871392266602756 -0.046374486540680666 0.091804556548595442 0.10366373395784857 0.13467167923923096 -0.038188477752800647 0.069732394069433226 0.13555461113472925 0.078787792474031462 -1.4621553854341605 -0.071254454474588932 0.25907608536695864 -0.4866729155104213 0.15074622631073001 0.99531114101409923 0.0018569750245660546 -0.23524978599837101 -0.035546418998576856 -0.045125240056305728 0.014315852531223795 5.4815567636978819e-05 0.35573327541351324 -0.0023648475332259237 -0.53283212812594982 -0.39387836620005479 5.8219709899276502e-05
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 3 23 26 21 7 8 9 18 25 16 13 15 -14 -13 40 -16 -2 36 29 45 -23 28 -24 -9 -3 -17 -1 30 -8 -32 -29 34 -34 -30 -20 38 39 -6 41 -7 -42 -10 -21 46 -4 48 -40 -49 -51 -52
right_child=1 4 5 -5 37 11 20 10 43 -11 -12 12 14 -15 17 27 -18 -19 19 44 -22 22 24 -25 -26 -27 -28 32 35 -31 31 -33 33 -35 -36 -37 -38 -39 47 -41 42 -43 -44 -45 -46 -47 -48 49 -50 50 51 -53
leaf_value=0.024179042200944148 0.095509259191396301 0.015175211641746407 0.084600607759624247 -0.0076038087874304777 0.021177061842175507 -0.051590725742864857 0.041394835256534229 0.071257675812968033 -0.00040283317953961653 -0.15737383839107769 0.027906264175538781 -0.027331473302328713 0.088070863357428364 -0.012172142156109862 -0.059966876576761377 -0.02106303664354451 0.0090876363716756187 0.019794228825418488 -0.035861744400109918 -0.021776460730989322 0.008929681431104378 -0.007476051670711123 -0.097569026677616091 0.068227113990163804 -0.016065105927283441 -0.030747998985465798 0.089535566023356397 0.12143185943928991 0.036892937794375677 0.084870662445156689 0.059335413262390592 -0.16335839653798581 -0.08993727670028881 -0.0075266469723324686 0.080126059244498019 -0.087026699621312195 0.083302086905630068 0.03032557024958173 -0.011334114163634959 -0.040218856287545623 0.083039260406484239 -0.022986851173236671 -0.028377104204235157 0.062938091910079791 -0.17971182272064734 0.014971003157019125 -0.0073084054337572953 0.03883076150427818 0.0060419585767327103 0.13664849467575191 -0.011106575324378169 0.0086234975439962724
leaf_weight=6.9668397431687499 0.17018550601642335 1.0246961518132582 0.26261744086514127 8.8942140734434343 1.0569551596272497 5.0579827465858314 0.75961793804526567 2.9081439350684373 1.6383274927029563 0.2371489631696021 11.822195411913524 0.68342851041234043 0.20907640774385017 5.4259997321842084 2.8583564204200234 0.43736080963572055 2.6667964259540886 0.56766831466666179 0.39880133820588504 0.1482077466789633 30.09665513307948 1.925934467424667 0.96283751768351045 1.3039106363103199 0.66442229642416351 0.26032181058326376 0.83736395378764417 0.50385913683567229 0.2299509632284753 0.93640658864023862 0.10189247487141984 0.13720816846762318 0.081062285811640655 0.72981596243334923 1.4405742561211807 0.39094551561720425 0.25479560571329829 3.0010942368262468 21.064296448366346 2.8506828767713159 0.43310375340661267 20.785313799163816 0.58751795724128786 0.85178634240947104 0.24300214214599691 4.9953118051471384 72.701096866367152 3.3952888169160351 28.684889591944287 0.1909992000546471 7.3738926391997657 33.764059875847636
leaf_count=1589 18 216 50 5221 411 10286 164 974 396 35 2271 147 148 2706 1228 283 2680 325 149 13 13375 673 262 306 383 59 121 117 52 231 21 25 11 160 352 82 55 1294 12205 878 581 29751 1914 173 35 2447 43451 1546 14871 53 1204 19775
internal_value=0 0.00829581 -0.00814374 0.00925969 0.00383522 -0.0106414 0.0173276 0.0274162 -0.00272488 -0.0441169 0.0353366 -0.0180215 -0.00542322 0.00758148 -0.038578 0.0351638 -0.0235342 -0.0467174 -0.0200799 -0.0401778 0.0113528 -0.00679322 -0.0339271 0.0261098 -0.0648182 0.0627533 0.04914 0.0486182 0.018731 0.0486198 0.0137497 -0.0708955 0.0597424 0.0451021 0.0701417 -0.0413807 0.0115586 0.00299474 0.00215575 -0.0235917 -0.0267765 -0.0286164 0.0195088 0.0215536 -0.123391 -0.00554914 -0.00695728 0.00322492 -0.00131665 0.00827527 0.0057496 0.00508369
internal_weight=0 154.209 141.766 17.7859 103.244 123.98 50.9647 18.9329 3.94226 1.45214 14.9907 42.4679 12.9372 9.3021 3.6351 3.8761 29.5307 3.42602 1.21499 1.04481 32.0318 81.5122 3.55319 8.89165 1.62726 3.16847 1.86206 3.19267 7.58774 1.93513 0.998719 0.239101 2.75531 2.25145 1.52164 0.620896 0.653597 101.382 98.3811 3.90764 26.8639 25.8433 1.02062 2.49011 0.39121 77.959 72.9637 94.4734 49.7492 44.7242 41.329 41.138
internal_count=175773 70568 105205 7250 52574 97955 17994 4178 874 305 3304 50689 5477 3776 1701 1070 45212 1553 270 252 13816 47266 1318 2029 645 1033 337 923 1723 441 210 46 640 523 363 134 204 52237 50943 1289 42532 40037 2495 569 48 45948 43501 49654 27076 22578 21032 20979
shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=3 12 8 3 12 4 10 3 1 1 8 12 15 7 11 6 10 14 12 6 16 12 12 1 7 3 16 12 16 4 3 12 3 6 4 1 3 14 8 4 14 12 6 6 16 10 1 16 15 12 6 14
split_gain=1.27774 0.455925 0.489926 0.402132 0.372535 0.500368 0.428154 0.367074 0.350251 0.3848 0.641587 0.36645 0.338903 0.38259 0.376067 0.289283 0.316344 0.306994 0.28768 0.285981 0.281803 0.274917 0.52335 0.45917 0.273029 0.268405 0.267401 0.27673 0.266639 0.266103 0.314037 0.256798 0.256263 0.255612 0.246855 0.245834 0.23971 0.232634 0.255683 0.244337 0.229643 0.238797 0.218747 0.354694 0.824076 0.277392 0.278901 0.296166 0.257686 0.390328 0.227342 0.288215
threshold=-0.062622878467664109 1.075263367392618 -0.0013572651244654628 0.30270966852549469 0.70684471600820264 0.31184752099498003 -0.0092982289840918275 -0.36601943103596563 0.040689501911401756 0.029809807427227501 0.0091712931641181068 -0.61302897428238579 -0.036091549883067391 -0.1495793751110143 0.026465247270559194 0.34550834810747971 0.050720054213249412 -0.061821810642619497 0.24048673775774068 -0.088986069748657207 -0.022673147449945624 2.205793516647478 2.2541254379801372 0.99421894550323497 -0.0081294767727952532 -0.12172135210130362 -0.025341172063301675 -0.85233709409609215 -0.18440198315601156 -1.5930398002530086 -0.017560018226504322 -0.72384023213676596 -0.88118685196604918 -0.21685102244611945 -1.1716162298388582 0.83872568607330333 -0.016554896719753739 -0.0047467430171240265 0.00026093446581438082 1.2311448095820674 -0.088924859539100634 1.1877900821989666 -0.20176546591265473 -0.21384501560625482 -0.058368468206758263 0.057792778431636278 0.07269791886210443 0.13168976813218608 0.02011024352012579 -0.84345654690980965 0.28961711588388134 0.15345933241473561
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 12 18 -6 24 -8 9 11 -11 -4 14 -14 15 16 26 -17 20 -18 -1 42 23 -23 -7 33 -2 29 -10 30 -28 -16 -30 -12 -19 -31 -24 39 -39 -5 41 -3 43 -15 -45 46 47 -44 49 -46 51 -48
right_child=3 40 8 37 5 6 7 -9 28 10 25 -13 13 21 31 17 19 34 -20 -21 -22 22 36 -25 -26 -27 27 -29 32 35 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 45 44 48 -47 50 -49 -50 -51 -52 -53
leaf_value=-0.01306920688024818 -0.01748293139140714 0.078102787884907765 0.03725465202101589 -0.0095609673428029961 0.014608971120801515 -0.091117492202285863 -0.13134612862485898 -0.026856855491808548 0.04376103891599669 0.012268558271942532 0.03429207049557427 -0.030056697577021299 0.087431522687066068 0.004013621446396126 -0.063459918653797229 0.072380266707743876 -0.12567633340707551 0.11896403304188211 0.019651835275854092 -0.01919744663141933 0.004053678198874206 -0.0057301118093263789 0.016455958241895961 -0.18372317656399353 0.014595970740088391 -0.0079944824733006719 0.15779102398805689 -0.011002468617617238 0.050024803263765176 0.004243183886326495 -0.020307965818541166 -0.012172056382186 0.010944857978317131 -0.14495855760905338 -0.023053971948840832 0.10193550666397638 -0.022539287112722902 -0.04694867147654988 -0.016276823300921402 0.066558602133162587 0.0091963465443750652 0.024591831870244676 -0.0120464235351616 -0.05256483377079723 0.16516702177978626 0.034991209370049119 0.0038624359165125785 0.015785258500355226 0.038938300877853826 0.040064188741098683 -0.025000395450387732 0.052844378677854298
leaf_weight=16.315262696933928 20.000590963389978 0.878860240871293 1.9168367954498537 3.141479305390932 1.5415148010815745 0.31278654346169787 0.91091002149732936 0.54415970240006617 3.0041369939208371 0.98638394618319614 0.082303330811555497 1.3732901888015465 0.47025632846089038 13.372876543682652 2.1604468092846223 0.87794884854520194 0.42321912463376066 0.12157666467828665 6.5160936849497366 0.60769531338155391 23.341506525742261 0.25165645761444277 2.1688017030610354 0.32793366031182813 0.92414177070622805 0.25166846628417239 0.23492790275122388 15.359023970644335 1.7471833735326061 10.898121196269468 0.15689030280918714 1.7877121287383477 34.885166098681111 0.73051339683297556 0.9997351581332613 0.24629835914129294 5.6528827732472564 4.5213163734504143 6.8515751398587099 0.46906041676993471 12.056882368412969 13.022533695578202 33.917206596146684 0.66973575293013743 0.55319022632102133 1.9539264627073851 30.846186580721223 4.2936401791803283 1.0959798506710283 0.46888870613474798 2.5774839906171101 1.2325990513309069
leaf_count=6318 14805 340 1021 3970 832 69 258 357 1023 468 34 1020 209 7995 903 557 58 28 2447 291 9502 229 1261 16 234 97 36 12710 633 6774 82 1116 14106 130 874 174 4191 5601 8836 218 6473 4733 29784 264 70 891 17561 2836 511 178 1362 681
internal_value=0 0.00756985 0.00437035 -0.00588427 -0.00239949 -0.0307269 -0.0566138 -0.0930575 0.0119553 -0.0120541 -0.0458573 0.00914864 -0.00435869 -0.000909326 -0.0107495 -0.00839184 -0.00994989 0.0287193 0.000208523 -0.0642854 -0.00299355 -0.00134274 -0.0186312 -0.108885 -0.0130392 -0.0990422 -0.00873177 -0.00221682 0.0151945 0.0094791 0.0886694 -0.040394 0.0128319 -0.126466 -0.00605587 0.00655952 -0.011714 -0.021513 -0.0285242 0.000602872 0.0193155 0.0280693 0.000256981 0.010801 0.0431301 -0.00202243 -0.00302316 -0.00891323 0.0735729 0.109424 0.00347227 0.00577246
internal_weight=0 121.342 95.3839 168.711 50.4064 4.23351 2.692 1.45507 44.9775 5.341 2.05087 3.29013 153.727 99.8532 53.8742 49.926 47.9268 1.99926 46.1729 1.03091 39.6568 99.383 8.40127 0.57959 1.23693 1.06449 46.8959 26.8953 39.6365 11.5362 0.391818 3.94816 36.6323 0.812817 1.12131 11.1444 7.82168 14.9834 11.3729 3.61054 25.9583 13.9014 90.9817 16.1607 2.78779 74.821 72.8671 38.2108 2.11806 1.02208 34.6563 32.0788
internal_count=175167 50095 38549 125072 20017 1750 918 615 18532 2770 729 2041 106447 68039 38408 36389 34930 1459 18267 349 15820 67830 5697 245 303 261 34581 19776 15762 7066 118 2019 14739 164 902 6948 5452 18625 14437 4188 11546 5073 62133 9018 1023 53115 52224 32620 759 248 19604 18242
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=2 3 6 6 16 9 10 2 9 8 1 7 1 2 10 7 12 15 3 1 10 2 16 1 14 3 15 14 12 9 3 8 9 7 9 16 14 14 15 2 8 6 6 3 15 6 6 12 12 12 12 12
split_gain=1.19595 0.587513 0.541662 0.446025 0.558119 0.459185 0.363877 0.296126 0.277766 0.288636 0.276167 0.785497 0.302787 0.496069 0.289037 0.450169 0.301991 0.272187 0.268558 0.313712 0.335179 0.265017 0.262963 0.268435 0.258498 0.25254 0.238572 0.233038 0.259048 0.333305 0.341659 0.249505 0.223944 0.289611 0.328642 0.251259 0.287802 0.271934 0.263261 0.229493 0.222251 0.219352 0.274039 0.211864 0.210083 0.209378 0.302263 0.222647 0.215876 0.267138 0.205944 0.203256
threshold=0.0019148680730722847 -0.017560018226504322 0.17973653846205859 0.20605565684595692 -0.047201941527327949 -0.062466613423616257 0.031124971575150855 0.20452654361724856 -0.01183518412803289 0.10891930972323428 0.85411870479583751 0.0009804621888259478 0.89401552081108104 5.8219709899276502e-05 0.010074584722847434 -0.0085180056987687446 -1.0387293504882915 -0.10576204493395906 -0.016554896719753739 0.99870431423187267 -0.010553157614643051 0.00025425935746170586 -0.069866126218825889 0.61829057335853588 -0.28077109837355624 0.30270966852549469 0.25907608536695864 -0.086924533333011422 -0.61302897428238579 -0.0088629890597358586 0.27996582537889486 -0.0026083096284889883 0.019496720180651506 -0.040949876679142537 0.0232074227363697 -0.039074989431685289 -0.39970089475442799 0.043415259087298388 0.12157979391446459 0.11976600065827371 -0.0016430092259846808 -0.19361346330053961 -0.40692915417685732 -0.47674651723355049 -0.14725012515898697 0.19877297345812991 0.18692395818338947 0.2220478473982706 -0.35817265171809715 0.43395259094636202 2.1130572248871307 0.10653322856739804
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=10 2 7 4 -3 -5 -7 32 45 22 11 44 13 -12 18 -16 -17 -15 -14 20 24 43 -10 -24 -20 27 -8 -6 29 31 -31 -29 35 -34 -35 37 -37 38 39 -2 -30 42 -36 -13 -1 46 -4 -48 -47 -50 51 -19
right_child=1 3 8 5 25 6 26 -9 9 -11 12 21 14 17 15 16 -18 50 19 -21 -22 -23 23 -25 -26 -27 -28 28 40 30 -32 -33 33 34 41 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 48 47 -49 49 -51 -52 -53
leaf_value=-0.0080869404792081392 -0.012895345982348514 -0.023215652454481064 -0.090371943607311656 -0.051533346543306262 -0.017296272880834799 0.0051527750536950641 0.034440681433994133 -0.017829725217830314 0.013536593241041912 0.068666462165257597 0.091417247496518209 0.07544176306579127 0.012027350586065105 0.04713519782598638 -0.062818751599750769 -0.09124313724175398 0.078642445312528911 -0.025918997070685658 0.015246228180229492 -0.095870760258582224 0.020775229473266956 -0.0097058365611636006 -0.0085681634959448843 -0.047297315895938059 -0.060303473485126428 -0.021260984502854442 0.12510860076921762 -0.042795500790373399 -0.021946730680926473 0.010367644099197116 0.11319766913355628 -0.0002780891760554831 0.057688090389508707 0.05483752166589443 0.096155042217024464 0.056386042511045946 0.0073693548405375066 0.013582334134002422 0.020645082233468334 -0.064077381332720312 -0.0020528134542651482 0.016043296455305386 -0.029910235268872779 0.010017654126167983 0.051269882594537124 -0.021329160804970219 0.010462207107604284 0.13808886674326518 -0.097249188280863083 -0.020639647417900059 0.026572284765741128 -0.11119614926066679
leaf_weight=0.64410883736854874 12.479993591929087 26.061540088539459 0.21217012808483815 1.2027462338546673 10.750651989023934 12.139341633008653 2.1625741114767147 5.1718829110009201 4.3406419281275328 0.49020584407844481 0.27373800403074611 0.70432532846462015 31.223238794384081 0.23444456503784739 0.29757372474341548 0.097571091766440188 1.579163772925311 0.44664277123138141 0.67184366314631949 0.40454620871605573 2.2696098206843152 5.6121362210833468 11.237162745258724 2.1140144083992718 1.3348752162219168 9.6207147567347402 0.32345048178103741 2.0510304392355465 8.0898524550802851 19.943073611973428 0.31108254692298842 4.1480980843743991 1.7162863393386931 1.5428949644974617 0.16964023299078723 1.2083711330342328 53.254436332981641 6.1314316217303704 2.2070369495595505 0.92662311568347 18.285571028308382 5.1586131643944109 2.2390815599355838 1.5959061419507632 7.3302671889286994 2.5262832904954848 0.59192854106368031 0.16147594344511162 1.1119779107502834 0.78189540974744876 0.19742735060935945 0.79358397276882897
leaf_count=245 6896 23751 64 893 6874 9040 1466 5356 1508 87 60 170 9586 83 92 50 440 226 248 151 1343 3066 4454 800 432 12940 137 1063 6952 14610 208 2661 345 619 46 508 26816 2817 1228 465 17942 1737 576 674 3001 1093 207 53 380 359 108 241
internal_value=0 -0.0031085 0.00192115 -0.00816757 -0.0106533 0.00741576 0.0123197 0.00537941 -0.0116028 -0.00568075 0.0132134 0.0243555 0.00875972 -0.0295432 0.0107402 0.0478268 0.0679117 -0.0500913 0.00867841 -0.0136217 -0.00547986 0.0020158 -0.00780694 -0.0147547 -0.035097 -0.00617626 0.0470336 -0.00388841 -0.00115506 0.00583526 0.0120439 -0.0144266 0.0067619 0.0202089 0.0130505 0.00484733 0.00847475 -0.00423743 -0.0112426 -0.0165122 -0.00816523 0.00442316 -0.0203989 0.030471 0.0464682 -0.031512 0.0105174 0.0403433 -0.0406985 -0.0661017 -0.0663247 -0.0812775
internal_weight=0 230.864 115.774 115.09 99.2616 15.8281 14.6254 92.2063 23.5678 18.182 55.711 15.8867 39.8243 1.94584 37.8784 1.97431 1.67673 1.6721 35.9041 4.68087 4.27633 7.91237 17.6918 13.3512 2.00672 73.2001 2.48602 63.5794 52.8287 26.4533 20.2542 6.19913 87.0344 10.8265 9.11023 76.2079 54.4628 21.7451 15.6137 13.4066 26.3754 7.56733 2.40872 2.30023 7.97438 5.38573 0.965575 0.753404 4.42016 1.89387 1.43765 1.24023
internal_count=175167 154951 56414 98537 87001 11536 10643 47409 9005 6849 20216 7156 13060 718 12342 582 490 658 11760 2174 2023 3910 6762 5254 680 63250 1603 50310 43436 18542 14818 3724 42053 3323 2978 38730 27324 11406 8589 7361 24894 2359 622 844 3246 2156 324 260 1832 739 575 467
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 14 3 8 13 15 15 13 11 4 5 6 8 4 3 14 7 9 10 13 15 7 6 7 6 9 10 3 13 8 5 15 14 5 11 10 11 7 7 5 5 5 14 13 8 3 3 3 15 7 15 11
split_gain=1.30305 0.558362 0.481532 0.3804 0.371991 0.368495 0.327685 0.291427 0.402519 0.427352 0.382392 0.511696 0.364242 0.337031 0.364083 0.314918 0.277096 0.290812 0.274236 0.344218 0.258662 0.249523 0.231327 0.253701 0.230336 0.228966 0.227524 0.227251 0.273593 0.346559 0.217168 0.306021 0.293649 0.275867 0.311916 0.263531 0.230762 0.291892 0.218315 0.216205 0.290681 0.394237 0.212581 0.210409 0.210281 0.448468 0.242191 0.216262 0.207071 0.202974 0.20228 0.196481
threshold=-0.26448471844196314 0.10998117466293909 0.067100166110321893 0.0034188248489941705 0.65974870359493354 0.31878204996861997 -0.17297570345709237 0.15346761261490241 -0.035730202216644052 -1.4001949276265264 -0.16172452858210754 0.085161575181428598 -0.0017346557753730061 1.4479182887617477 -0.14470711350440976 -0.50737351633414263 -0.036642794596151287 0.016726300469865195 0.026368809211598 -0.036867143935772492 -0.14725012515898697 0.14835228712803225 0.2711441326513287 0.013174005627319919 -0.20176546591265473 -0.024246597109299852 -0.011394259561854081 -0.017560018226504322 -0.38132768173539922 0.00077910758474028714 0.59174724123996414 -0.070662870423619753 -0.21404134810572037 0.27625949455281279 -0.011779165828644342 -0.020727632617856373 0.044722834351854604 -0.040949876679142537 0.0057385685513948086 0.29246365607829233 0.48108412078677532 0.45058859815150976 -0.42587924385604287 0.40130599894824504 -0.0083964386305106671 -0.070841645821928964 -0.12591326201800254 -0.087904054205864654 -0.37949755913618061 0.036579498249547683 0.1293769752452289 -0.0094557942362046617
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=6 3 4 7 18 20 -1 8 9 -2 11 -9 15 22 -15 -13 17 -10 -3 -20 -4 27 23 24 -12 -17 -6 28 -18 -30 33 35 -33 48 -35 -32 37 -36 -34 -25 41 -41 -29 -21 47 46 -46 -16 -5 -40 -24 -27
right_child=1 2 5 30 26 -7 -8 10 16 -11 13 12 -14 14 44 25 21 -19 19 43 -22 -23 50 39 -26 51 -28 42 29 -31 31 32 38 34 36 -37 -38 -39 49 40 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.013867280911054745 -0.077697747022629549 -0.0030895192998109879 -0.06374988618917278 -0.057189156100670005 -0.092209554808095021 0.057614942137723259 0.016026444903399464 0.008799526191747396 -0.0054036242199088569 0.032912740086923693 -0.010864570423615903 -0.14497223905015821 0.05331521703322098 -0.075031684520983161 0.064449575719763216 -0.075529272291926408 -0.045020361792942054 0.040141477478089112 0.01644826276344924 -0.05969205750474732 -0.024929790148001212 -0.1076712860721826 0.077966758538157044 0.0044955369931031922 0.02438381598628106 0.010323046197613817 0.0547382846689001 -0.076749001506033282 -0.0064477297202101078 0.020546530117745085 0.14119463061879664 -0.098239061882593542 -0.016433715815529926 -0.049490698950338696 -0.082208647549542657 0.032586188052189199 0.08128715493097409 -0.0012247387672615698 0.07919459392527517 -0.034687806026782529 0.055818478142521166 -0.19548836921551116 -0.01393564307355019 0.014832929746153656 0.025247467577200963 0.018426241633595151 -0.15169613740919075 -0.0038587197521930024 0.0079422912511118073 -0.0055779157999361062 -0.027303446722443381 -0.043501445982954939
leaf_weight=3.9345399402172907 0.36706534189579532 19.401997517571097 1.9576980978299623 0.47578177358445728 0.098357029066392099 0.48119612024129388 51.526464790109458 5.0892543526119862 3.5440263738400963 3.8737693203202062 2.1568249097981651 0.2815487269690492 0.39294500289543055 0.81764285039389495 0.64318677921255618 1.1374816439783901 1.5571153105329347 2.2980384394741122 1.0901009012732172 2.5740492327722673 13.708580164576231 0.24298575702414282 0.94720543130824697 3.9750675648874667 12.805175412426255 1.1070313309483029 1.3534767344881389 0.52932197754216659 32.317093582911184 5.5586700340409143 0.37834673942415975 0.20545080148804151 0.84103235204383908 1.7262984521148608 0.45672935682705418 0.5457453726048701 0.29607946344185609 7.2250535198909329 0.78320070789050056 0.72923780151904771 0.21718305311514996 0.17910805408610031 41.243064242986179 0.43646047423681 0.093218927198904566 0.59423566586337917 0.33563193058944307 1.5462488439734441 47.93212283573871 0.43294873744889628 0.21568132321408484 1.7103345835930666
leaf_count=1283 117 14920 1834 217 28 336 19325 3832 2147 1032 931 49 244 181 111 465 737 950 693 969 15111 77 583 2016 7126 372 742 276 16844 3176 57 46 325 820 222 147 101 3764 182 221 79 20 36256 161 19 249 62 524 34351 95 119 647
internal_value=0 -0.00318006 -0.0137347 -0.000869056 -0.00502101 -0.0271807 0.013902 -0.00400176 -0.00696828 0.0230574 0.00376151 -0.0130792 -0.0370738 0.0102466 -0.0162135 -0.0456436 -0.00843137 0.0125788 -0.00806724 -0.0315055 -0.0298469 -0.00994076 0.0152799 0.0127359 0.0192958 -0.0379615 0.0437981 -0.00962507 -0.00417755 -0.00247833 0.00559536 0.0309411 0.0109127 0.00419652 -0.0111783 0.0788606 -0.00279736 -0.0062166 0.0225543 -0.00650719 -0.044837 -0.0695068 -0.0147636 -0.0488641 -0.00091606 -0.0379671 -0.113755 0.0165619 0.00728159 0.0493665 0.0583263 -0.0224193
internal_weight=0 228.906 41.1019 187.804 24.9544 16.1475 55.461 126.505 91.5312 4.24083 34.9742 9.7186 4.62934 25.2556 4.03016 4.2364 87.2903 5.84206 23.5026 4.10061 15.6663 81.4483 21.2255 20.0626 14.962 3.95485 1.45183 81.2053 39.4329 37.8758 61.2988 3.18672 2.26263 58.1121 9.70416 0.924092 7.97786 7.68178 2.05718 5.1006 1.12553 0.908346 41.7724 3.01051 3.21252 1.02309 0.428851 2.18944 48.4079 1.21615 1.16289 2.81737
internal_count=175191 154583 34794 119789 17513 17281 20608 79462 61612 1149 17850 5609 1777 12241 1146 1533 60463 3097 16743 1823 16945 57366 11095 10393 8057 1484 770 57289 20757 20020 40327 852 648 39475 4907 204 4087 3986 602 2336 320 241 36532 1130 965 330 81 635 34568 277 702 1019
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=2 0 3 5 11 9 4 16 2 4 5 5 0 3 13 5 4 2 13 0 13 6 13 10 0 2 6 10 10 11 11 5 3 4 11 3 0 9 4 6 3 7 7 10 5 0 5 16 4 16 16 3
split_gain=1.47755 0.598546 0.613813 0.382286 0.484148 0.395351 0.360771 0.385621 0.317864 0.562189 0.371137 0.46029 0.348907 0.345517 0.309469 0.300691 0.306515 0.293549 0.329586 0.305347 0.284868 0.283471 0.27657 0.261071 0.243656 0.241192 0.328423 0.320147 0.301998 0.236843 0.257385 0.398202 0.301353 0.296825 0.401181 0.316943 0.331451 0.274685 0.267799 0.26204 0.320107 0.242566 0.234283 0.285368 0.228999 0.226133 0.22247 0.247654 0.259215 0.221336 0.222415 0.262854
threshold=0.0081590549089014548 0.0073382274713367232 -0.00068427249789237965 -0.037906012436521426 0.00057477286539891852 -0.002879273572273884 1.4426100435252922 -0.18440198315601156 0.48521856963634497 0.29970269777277475 -0.035546418998576856 -0.072360042929499088 0.014263591263443233 0.5773446373641492 -0.37019643055903123 0.34605056593378197 -0.33811112691228545 0.00060958159156143676 -0.58406476373327021 0.059480696916580207 0.11784382955427515 0.24684218169385122 0.80196469042970908 -0.0024028016827665382 2.1106557142047681e-05 0.00068316300166770827 -0.23450681382960248 -0.0084435140376103637 0.01235284874857167 -0.11020958995703363 -0.0067875250510477806 0.015468301275988902 -0.0092787924222648126 -1.3753287304410313 0.039983204747518521 -0.023887955583631989 0.0077235647477209577 0.063491522161234951 -0.75686972453991241 -0.28781877515534066 -0.087904054205864654 0.019198010867284409 -0.0048587553055168204 0.0077046604691229943 -0.28646397878177982 5.4815567636978819e-05 -0.23962133067817817 0.0086954359064461331 0.79499156660094805 -0.027104608207318453 0.095574983691238749 -0.3991014920175075
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 15 4 5 14 17 -8 13 -10 11 -11 -13 22 -1 20 -17 -5 -19 -20 -2 42 29 -12 -6 28 27 -27 46 -3 31 37 39 34 35 -32 -37 -31 -34 40 -33 -40 43 -22 -39 -16 47 -7 -49 -41 51 -51
right_child=1 8 -4 6 24 25 7 -9 9 10 23 12 -14 -15 45 16 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 30 33 32 38 -35 -36 36 -38 44 41 49 -42 -43 -44 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=-0.14578311561960075 0.020418063517294777 0.048644661203277928 -0.059195853572730155 0.058637167427202291 -0.12326399463323673 0.069546165423781156 -0.032611850075663071 0.015196890267656447 -0.042258824237607351 -0.018576275557059065 -0.066046023298246728 0.18621293200846578 0.027578965295074288 -0.040835041525663376 0.049230183514468132 0.068790493279736326 -0.05885931656126589 -0.12217238335240684 0.018567952002327935 0.060693371707615545 -0.08183591109632958 -0.07071926994637516 0.045128498441415352 -0.014028633656788496 -0.015747860685433501 0.063265516805703581 0.016492949688274278 -0.040668705383988854 0.091286623046994683 -0.0038798901202301383 0.022381933201681487 -0.12802231083510429 -0.022511713793592347 -0.0042441809775366351 0.070872988436757281 -0.18428950426893839 -0.0069843504773353538 0.0021486949751081349 -0.00057701106439287742 -0.0094958553550436638 -0.022989890480798313 0.071153380098532656 0.011216035524230405 0.029303680276337663 0.10973812762160602 -0.0044867904240498213 0.016151743494811049 0.035508541094054977 -0.089836643052334131 0.082674268575157139 -0.010794625982130004 -0.067470711776495579
leaf_weight=0.13239320534103249 12.428945430765461 0.8239200144453197 1.1394474877142773 3.0998485900954611 0.20097417398210282 1.830566012684357 1.8379817063105317 18.677682575362269 6.3935490255693734 3.0045041864686937 1.0870650521046625 0.12738894807990009 3.6318292950290925 2.558143725606441 0.8140272629898363 1.6155543252825735 0.19904760799181431 0.13499889359809358 9.8828100808597679 2.0748542572874831 0.63112909154369834 0.59393957849533752 1.1243470822009829 7.7802316315637601 6.3802855267922496 0.33075331876898451 8.4308641552597692 2.0174033788225616 0.691174575471451 12.306154759289711 6.083558421878478 0.62881584363640286 4.8668363079050314 113.02813214676127 1.0371161622642819 0.089891313225961222 5.6686842805183915 0.39023590664146468 1.8232983373163736 3.137146268400727 0.54334608117278527 0.61811640410542157 4.3222241057437705 0.34737222154217307 0.38514781199774084 13.580691906076479 8.8066145543375569 0.63628006688304584 0.20309763902150735 0.10755244188476343 1.3064120990748049 2.6260642504021221
leaf_count=25 4395 334 729 2721 27 749 444 3341 14510 7673 800 44 1920 2789 180 522 100 49 5968 1461 209 160 663 6081 3033 120 4636 720 145 7206 1565 89 2350 78904 316 4 2647 118 1554 1334 131 406 1876 104 124 7248 2777 298 84 54 432 1022
internal_value=0 -0.0042014 0.0116585 0.0118665 0.00563018 0.0100245 0.0195539 0.0108895 -0.00606495 -0.0173201 -0.0070834 0.0105445 0.0337971 -0.00450565 -0.00288335 0.0157157 0.0543575 0.0312281 0.0241271 0.0259559 0.0118405 -0.00625239 -0.00390765 -0.0205237 -0.019351 0.0181921 0.0072817 -0.0256672 0.0278328 -0.00426734 -0.00455474 -0.0130909 -0.0238408 -0.00260476 0.011769 0.00649526 -0.010305 -0.000209345 -0.00898 -0.0368024 -0.0803954 0.0179628 0.00118111 -0.0425602 0.0568395 -0.00139268 0.0238774 0.0490874 0.00395795 -0.0295037 -0.0449315 -0.0610724
internal_weight=0 202.455 21.2777 79.7633 44.0551 37.4739 35.7082 20.5157 181.177 22.0246 15.631 6.76372 3.75922 159.153 14.5271 20.1382 1.8146 15.1925 12.0927 11.9577 18.3236 5.89466 156.595 8.8673 6.58126 22.9468 10.779 2.34816 12.1677 155.47 154.647 28.7391 15.6576 125.907 12.8793 11.8421 5.75858 13.0815 7.30825 8.34934 1.17216 2.44141 5.30073 0.978501 0.775384 14.3947 11.4766 2.66994 0.839378 7.17718 4.04003 2.73362
internal_count=175191 141165 8095 34026 20042 16982 13984 3785 133070 31028 16518 9637 1964 102042 7453 7366 622 10199 7478 7429 6744 2349 99253 6881 3060 9529 5476 840 4053 98590 98256 14820 7372 83436 4532 4216 2651 7448 4310 3062 220 1960 2189 313 242 7428 3908 1131 382 2842 1508 1076
shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 7 4 13 5 12 12 12 12 11 10 3 5 15 9 1 12 3 13 3 1 6 6 7 6 9 1 13 12 11 11 9 9 15 3 7 13 3 7 9 5 11 12 5 6 13 6 13 11 3 11 11
split_gain=1.02043 0.489061 0.451568 0.440173 0.439535 0.520213 0.472008 0.509767 0.445155 0.470729 0.434712 0.429621 0.362287 0.408468 0.34538 0.370572 0.345965 0.624442 0.447253 0.447917 0.327502 0.511781 0.308173 0.488046 0.346593 0.384258 0.307504 0.301645 0.419752 0.310296 0.270769 0.26962 0.265897 0.264517 0.268247 0.264192 0.247817 0.332785 0.241184 0.284149 0.302642 0.240213 0.293987 0.238511 0.237931 0.23364 0.229838 0.225114 0.224552 0.278744 0.232686 0.218024
threshold=0.54786482453346264 -0.053831902603167149 1.1834401563996646 -0.72115151712085046 -0.037906012436521426 -0.29624285327850775 0.12403411557385534 0.75657573411099488 3.3625990384464717 -0.0034564545269395158 0.00031046443107026937 -0.073050131555646644 -0.4866729155104213 0.082943811258563607 0.011239326374809169 0.7079625427722932 2.4648828965052374 -0.034563535824418061 -0.051066826648119144 -0.13978712353855369 0.99681866168975841 -0.11508336489857281 -0.20176546591265473 0.0070166401450201489 -0.2579396374868958 0.0027001499242901611 0.99604648351669323 -0.48260832117788705 -0.35817265171809715 0.082965145153840902 -0.11020958995703363 -0.007851124973176006 -0.12528290012470136 -0.23896540124209129 -0.6261416533961891 -0.00038453223112200661 -0.10403235776273873 0.25876153400167828 -0.036642794596151287 0.011539934040073144 0.1880725047731662 0.024749481331124097 0.70684471600820264 0.070966446332436137 0.096957424001315032 0.15643366109497811 0.26406259789600089 0.068223906257587563 -0.0047399243810338082 -0.41665945248678321 -0.00026898729260391553 0.002160091696874832
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 30 3 -2 5 31 10 35 9 -6 -7 27 13 -5 15 -9 18 -18 -17 48 -10 -22 23 24 -14 51 -21 28 -3 -29 -1 -4 -13 43 44 -8 41 46 -36 -40 -41 -34 -43 -24 47 -45 -38 -35 -20 -50 -51 -26
right_child=2 11 4 12 8 6 7 14 20 -11 -12 32 22 -15 -16 16 17 -19 19 26 21 -23 33 -25 25 -27 -28 29 -30 -31 -32 -33 36 34 38 -37 37 -39 39 40 -42 42 -44 45 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.089201717277094444 -0.14574118612197307 0.061287662806591092 -0.070279751691602541 -0.048102734548596975 -0.0013469870732392157 -0.022109461196151592 0.066876188521948279 0.05564444830345977 0.057663526545930682 0.049735782110013838 -0.15073598606306537 -0.066458986769570877 0.048582027899177788 0.063202385562002042 0.12019212196998955 0.031297340780627729 0.012643270788770235 -0.1063534496273698 -0.12984433162641557 0.028101110317054104 -0.059059672810269061 0.10970484082100951 0.13452084058302277 0.061083668550436947 -0.031507052393084677 0.012364366446915381 -0.11876057469048276 0.0033741040226276174 -0.055483157052533566 -0.047233654325029586 0.014909959159598953 0.063138156832667644 -0.015347877487769191 0.10904145772927397 0.063319343015369914 -0.010201910207767199 -0.00029607412474502823 -0.022864454759217168 0.025128988721662745 -0.015865915921221673 0.050991201584142887 0.031905131747188446 -0.023590754331818078 0.12375629632011498 0.012487289964361138 -0.039378432925910943 -0.020596560499602855 0.044633192269368391 -0.00064471512896945753 -0.034651779798254422 -0.19669508713914707 -0.11978762043708027
leaf_weight=0.4986346943769594 0.14318887380795686 1.725510941436369 0.15986790332681255 1.4278557441903093 15.470332137672818 0.55192843962140681 1.0019119642420262 0.44728606927674253 2.9900296829437134 2.0243373313714974 0.49659000597603153 0.71647364178352191 0.94039210168921261 0.41077778205362836 0.13880825319210988 0.44563356317666825 2.1843031814814826 0.53406835757778015 1.1262550650244496 0.55231963983533705 0.62604777373780962 0.2318602948434999 0.41635502385361078 1.2551061768517682 2.5766424531957415 2.4448405424664088 0.17265338602737756 57.801185711847211 0.35942695365883892 1.2199267385585688 10.318966583969994 1.1196927078908636 35.818282971558176 0.88702869812277985 1.3046803243887577 0.7814261772145964 83.771988681502307 8.0392638337848421 16.886464992780088 3.5970074225506314 0.81559952273346414 2.4510893795231818 1.540432022689856 0.12180291245749686 1.0721863072852782 0.22172063701145817 5.957344409333472 1.4730151349735932 0.4098120758026198 0.18051447258039843 0.17572546904557396 0.30081405311466358
leaf_count=184 26 478 53 333 3270 152 190 91 572 672 50 418 726 103 18 65 409 109 181 179 93 91 210 654 853 459 67 26365 245 364 5058 283 38640 768 342 191 56029 10519 14029 1540 459 1886 818 49 614 84 4146 1446 91 45 14 56
internal_value=0 -0.0022173 0.0118647 0.0194858 0.00316622 -0.0135922 -0.0219168 -0.0136999 0.0113987 0.00460792 -0.0845108 -0.00334132 0.0202108 -0.0228722 -0.026928 -0.030536 -0.0373522 -0.0112692 -0.0603047 -0.0760062 0.0421115 -0.0121609 0.0225299 0.0046249 -0.00682944 -0.0167479 -0.00885949 0.00364092 0.0408614 0.00231431 0.0184737 0.0457418 -0.00642652 0.0275469 0.0258093 0.0333323 -0.00610543 -0.00339605 0.021822 0.01923 -0.00335501 -0.0127549 0.0104783 0.0851512 0.0518231 0.0216757 -0.00164765 0.069469 -0.101413 -0.0576351 -0.12008 -0.041408
internal_weight=0 210.219 68.1169 36.2955 31.8214 10.4788 9.19924 8.15072 21.3426 17.4947 1.04852 199.401 36.1523 1.83863 6.36738 6.22857 5.78129 2.71837 3.06291 2.61728 3.84794 0.857908 34.3137 7.5178 6.26269 5.3223 0.724973 61.1061 2.08494 59.0211 10.8176 1.27956 138.295 26.7959 26.036 1.78334 137.578 97.7686 22.6038 21.2991 4.41261 39.8098 3.99152 0.759879 3.43223 0.343524 89.7293 2.36004 1.89231 0.766052 0.35624 2.87746
internal_count=174787 145150 29637 22751 6886 2188 1852 1650 4698 3942 202 139908 22725 436 1269 1251 1160 518 642 577 756 184 22289 2748 2094 1368 246 27452 723 26729 5242 336 112456 19541 19198 381 112038 70694 16370 16028 1999 41344 2704 343 2828 133 60175 2214 331 150 59 909
shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=2 0 14 6 15 5 6 3 2 9 6 13 3 2 4 9 0 2 15 9 6 13 16 4 4 5 5 13 13 13 16 4 15 16 4 13 3 4 4 4 5 6 6 13 15 4 12 2 12 16 16 0
split_gain=0.913566 0.569882 0.595207 0.401463 0.393956 0.360348 0.342934 0.329767 0.313885 0.419029 0.346662 0.304724 0.417314 0.278489 0.366617 0.311538 0.278123 0.517432 0.304636 0.298024 0.281033 0.277758 0.388622 0.277338 0.275213 0.296201 0.316078 0.351373 0.303214 0.280986 0.272532 0.26656 0.262599 0.299468 0.415572 0.240588 0.497195 0.29297 0.236676 0.435358 0.40014 0.337498 0.308759 0.230253 0.230241 0.22775 0.29179 0.222992 0.22233 0.318832 0.220175 0.219249
threshold=0.0081590549089014548 0.01763095706701279 -0.15035087797363619 -0.023207334155887972 -0.27024403991522711 -1.0000000180025095e-35 -0.22708840795523175 -0.0013740006834268568 0.00010640882464940661 0.011845086061635327 0.19423326386151349 -0.10403235776273873 0.23929471243172887 0.044086452573537833 -1.0845972161984634 0.010337922456265537 5.4815567636978819e-05 0.00025425935746170586 0.0779224134512186 0.00029124266916194329 -0.072709218550351604 -0.21109886076683701 -0.17211084748683017 -1.0987323579391235 1.1223767698434177 -0.002612676841838061 -0.25715985024911231 0.076799971059101399 0.42755458720469491 0.41319805596976716 -0.10972087802650828 -0.93997239761108464 -0.036091549883067391 -0.028902358400943459 0.73692982491875314 -0.005608829892183905 -0.36601943103596563 0.0092771694842142486 -0.99053625350851882 -0.075932358780778794 0.24484786325052454 -0.3567830106897259 -0.24580242787796353 -0.21109886076683701 -0.067696299261587226 0.20896190742025919 1.6658860828869768 0.99431526660919201 2.6487142588989396 -0.028902358400943459 0.20122389588768202 0.082725062966346755
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 4 6 21 -1 13 9 30 -10 38 47 -4 -15 -16 17 -6 -19 -18 45 22 -5 44 25 26 27 -25 29 35 -7 -22 -12 34 -34 36 37 -28 40 43 41 -3 -41 -40 -23 46 -21 -13 49 -32 -44 -43
right_child=1 11 7 5 16 8 -8 -9 10 -11 32 12 -14 14 15 -17 19 18 -20 20 31 23 -24 24 -26 -27 28 -29 -30 -31 48 -33 33 -35 -36 -37 -38 -39 39 42 -42 51 50 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.020696431189178677 0.030823386821384437 0.087180258059171664 -0.0023922159652203347 -0.098730312463389799 0.069288684997712097 -0.027953428384533682 0.11815538013237062 -0.027759641336207282 0.023934922024060473 0.10268216980689371 -0.032934981697775159 0.00011654887841952371 -0.022320530789178103 0.044225094147505452 -0.0036811746369276969 0.056323614745021504 0.025575727913092667 0.028460319078454716 -0.095674092644653166 0.0050429854129695551 -0.097225021882447596 -0.089403250027674769 0.046287745785588204 0.016595404413240995 -0.016717860394995919 -0.10585824394665813 -0.15772807111644116 -0.036726438605720217 0.065199838784069333 -0.1106573819133196 0.051856649510255516 0.053027685273030339 0.074154538436419767 -0.020479531728906625 -0.0026681024460198225 0.023478182178772018 0.01861875208508772 -0.020198518524674837 -0.040045846137968688 0.035293378136685975 -0.022230121614736986 -0.010391541550252374 -0.012627216305841252 -0.016177202255849735 0.019767980976542563 -0.011675735924967026 0.069871076098487681 -0.045299393546825439 0.072221779527511076 -0.0010535661159436977 0.034520898697768136 0.02923857735027291
leaf_weight=0.23176080658595311 9.0679714793043882 0.60656448949339381 17.640855838779775 0.1883305927331097 2.314043776734255 0.88754117443386338 0.6858268535288542 3.3585848045606808 6.0292669405671395 0.72270651356666338 2.7161572363128244 100.95524865506104 9.4467846169131899 3.5502791633098241 6.0608251727426232 0.99141420877276676 12.183713061348501 0.45265890655718966 0.32548583317293378 4.287198747430919 0.11144369754765637 0.66752022091532126 1.8686347343918921 2.1882228316262671 9.693732730269403 0.21929939483378902 0.29986468271818001 2.7984524154053361 1.1632202841437891 0.16841975395800535 1.9736143233531032 1.5904040737468665 1.1138946286376383 2.4925650250115705 1.8613561788952209 6.0068598838538456 1.2606259383082958 0.31408112680946942 7.9520980420925325 1.6835883830590344 4.3025236872190362 2.7594767683804076 14.959315129804056 8.2817241122910428 0.26130018569529667 7.6495142862959256 0.8116511053585781 1.0752245012727133 1.0589938246193922 2.6591236880540268 1.0438307306503691 2.7936488810623814
leaf_count=77 2985 208 7612 56 371 170 160 2546 4809 89 867 65631 11913 876 3782 550 8174 157 61 2257 25 198 571 843 1847 78 81 1179 635 53 243 1250 351 768 354 3758 816 192 9781 1579 2175 1078 18821 7757 82 2451 348 967 128 348 1053 1626
internal_value=0 -0.00227318 0.00826613 0.0104438 0.0194049 0.00479018 0.0833552 0.00177993 0.014447 0.0312729 0.00577479 -0.00502392 -0.00223316 0.00530775 0.018102 0.00487357 0.0173827 0.0456996 -0.0244306 0.0140671 0.00434433 -0.00288136 0.0322855 -0.00579067 -0.00370368 0.00505528 0.00689711 -0.013352 0.0178617 0.010894 0.023176 0.0422943 -0.00762673 0.00501056 0.0263601 0.0137321 -0.0174259 -0.0898939 -0.0120299 -0.0160836 0.00111799 0.0174434 -0.00522103 -0.0278999 -0.0588942 -0.000773135 0.0155673 -0.000369784 0.0312104 0.0215979 -0.00951737 0.00957483
internal_weight=0 196.53 40.6699 79.2575 30.6437 48.6138 0.917588 31.602 21.5152 7.30198 14.2132 155.86 111.477 28.2434 10.6025 7.05224 29.7261 3.09219 0.778145 26.6339 14.4502 27.0986 2.05697 25.0416 24.1128 14.419 14.1997 4.98668 9.21307 8.04985 6.57927 1.70185 8.18397 5.46782 2.97525 7.88143 1.87457 0.613946 44.3828 33.9206 10.4622 6.15969 17.6867 16.2338 0.92882 12.7484 5.09885 102.03 5.69173 4.63274 16.0031 5.55313
internal_count=174787 140940 18351 33847 15331 18516 237 15366 8127 978 7149 122589 78511 12820 5208 4332 15094 589 218 14505 6331 10389 627 9762 9482 7635 7557 2022 5535 4900 889 1275 2340 1473 705 4847 1089 273 44078 38991 5087 2912 21453 17538 280 5056 2605 66598 719 591 19874 2704
shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=0 1 4 15 7 1 4 4 11 8 8 3 3 13 3 13 3 14 15 0 8 3 11 8 1 4 7 6 7 7 15 3 0 1 7 8 6 6 1 3 8 11 6 11 13 12 12 4 14 15 12 3
split_gain=1.2553 0.592877 0.448178 0.395234 0.377926 0.367663 0.419634 0.541395 0.765411 0.339095 0.308752 0.303522 0.343728 0.361173 0.291036 0.280723 0.269639 0.294545 0.260484 0.262043 0.287492 0.252425 0.285515 0.242176 0.241211 0.268269 0.263107 0.239031 0.234034 0.234402 0.233744 0.43405 0.296457 0.368593 0.259264 0.248915 0.22996 0.359946 0.345752 0.309399 0.324591 0.395576 0.255644 0.257024 0.230799 0.232324 0.229664 0.227117 0.241328 0.224892 0.236999 0.221653
threshold=0.010171164292842151 0.94509240984916698 1.1834401563996646 -0.22361854011064033 0.0048776272886290545 0.00053043148363940429 0.27913190108059327 0.321143775935744 0.0011346286150963594 0.0034188248489941705 -0.083226871335795788 -0.12172135210130362 -0.010190084576606749 -0.026912675034106822 -0.52053740504197765 0.087765989395252722 0.096570768044330194 0.21329724990032758 0.15368157642674499 0.0001767967551131733 -0.0072990996621020441 -0.31070271087810392 -0.00010616732096190496 0.00033896654998415024 0.90570750832557689 1.035300539122902 0.011924797180721888 0.33649227362621881 0.01005270866838409 -0.053831902603167149 0.02011024352012579 -0.92169725941494096 0.00046471082896459853 0.76849952340126049 -0.014353492007651623 0.0028844266359655301 -0.065969668649604948 -0.019592294719348109 0.96467843651771557 -0.3991014920175075 -0.0043644863977420779 -0.010656716861984916 0.25677009137408041 -0.0094557942362046617 0.061796384908623013 0.10653322856739804 3.1709702635614669 2.2364512442120223 -0.076192858507273933 0.081256613553849402 -0.21762315518584316 -0.2435658889589831
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 5 27 -4 9 6 -2 8 -8 14 -7 21 13 -13 30 24 -17 -18 19 20 -6 22 -5 -9 25 28 -26 -3 29 -12 31 -1 33 -32 -35 -33 -16 38 39 -38 41 -41 -39 -44 -43 -46 -34 48 -23 50 -15 -45
right_child=1 2 3 11 18 10 7 23 -10 -11 15 12 -14 49 36 16 17 -19 -20 -21 -22 47 -24 -25 26 -27 -28 -29 -30 -31 32 35 46 34 -36 -37 37 42 -40 40 -42 44 43 51 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.026508608819511198 -0.06531305759431992 0.029202934194722682 0.1113160652872725 0.012800813950340868 -0.024775609908691449 -0.041983210974356255 0.67041581123947724 -0.045583043304735095 -0.029938157618017314 0.034764411661617173 0.0093642584433805097 0.12601713532646699 -0.016889618283313607 -0.069154888913276522 0.020048292640085334 0.0043801216462015314 -0.0050100172710931864 -0.05369164828823475 0.030254195688486238 -0.0049696510995522365 0.041922802732414687 -0.082040996501507826 -0.11255072458877483 -0.0072768189044088386 -0.023423030531392115 0.012316766995097178 -0.13010759574175307 0.10180704521161926 0.0014907918651926786 -0.011400653431667228 0.051195666257283071 0.056370840160462378 0.044766304772208977 0.091415095462705181 -0.046782792669375017 -0.05019077710496736 -0.10932203969397639 0.017091848542408371 0.022566596747623333 0.045716495294911008 0.0031881004968683339 -0.13021782543681024 -0.076369028262218558 0.069837251246180454 -0.10362691672146639 0.019888198395825105 -0.082942393318003044 0.0058159723037209633 0.023340727262160785 -0.04820311540204817 0.040837385920998351 -0.030590077481589935
leaf_weight=0.81777133043306083 1.8611919802888213 6.2956480115420019 0.30030229749536275 2.1002892615688329 0.85325732405544874 2.0631764683812426 0.010245272900646252 2.0857658678960416 0.032288319060171489 9.4176790561450598 5.8724311492460393 0.35866497422102783 2.2305988170082856 0.19691407464415522 8.8587649440432852 56.111340751820421 5.2114702850531094 1.6163008716721377 3.0589719564741236 20.312142717076711 2.5254702325155511 1.3300602990493644 0.18116970559640311 7.7088541058119517 0.96988210485142079 7.6106042581632201 0.29062526086636353 0.47556485968379991 23.994126619288977 71.216324253734001 0.63843254330822707 4.787112206995511 2.1328478905070374 0.13121713738655683 1.6987266884570995 0.21660581113246724 0.50416886437233177 8.705171851777413 1.2621921303507404 0.27048441171245929 1.7378497135887276 0.57648020336455397 0.61032179334142711 0.33158212174021173 0.27570921170081419 0.30694315327127697 0.13473140133828554 0.62225600144301996 0.25102768747456061 0.38321628507401317 2.4572166857506099 0.57597435636108751
leaf_count=340 3442 4875 53 493 257 952 24 1773 152 3446 3536 74 824 61 3998 31254 5092 1771 961 8817 408 318 31 5896 679 5727 90 324 13930 65802 168 1426 865 11 376 40 94 3902 334 100 480 151 189 75 91 104 50 117 95 112 618 232
internal_value=0 -0.00320338 0.0145624 0.00152542 0.0122558 -0.00484008 -0.0219905 -0.0136919 0.285574 0.0179537 -0.00369123 -0.001923 0.0135279 0.0334911 0.0133591 -0.00323005 0.00209552 -0.0166425 0.00287976 -0.000674661 0.0250378 -0.0212847 0.00206151 -0.0155012 -0.00627833 -0.00576948 -0.049473 0.0345528 -0.00713311 -0.00981706 0.0271842 0.0405794 0.0106296 -0.0133167 -0.036097 0.0515982 0.00726605 -0.000219395 -0.0223556 -0.0378325 -0.0259123 -0.0608957 0.010484 -0.0271741 -0.0860853 -0.0398831 0.0365981 -0.0452834 -0.0652369 0.0219023 0.0322752 0.00673213
internal_weight=0 203.838 17.1829 10.4117 70.7406 186.655 11.6983 9.83715 0.0425336 43.9908 174.956 10.1114 5.62661 3.39601 34.5731 172.893 62.9391 6.82777 26.7498 23.6909 3.37873 4.4848 2.28146 9.79462 109.954 108.693 1.26051 6.77121 101.083 77.0888 10.5574 5.82149 4.73596 2.46838 1.82994 5.00372 24.0156 15.1569 4.93383 3.67164 3.16747 1.42962 10.2231 1.51788 1.15913 0.582652 2.26758 2.20334 1.58109 3.03735 2.65413 0.907556
internal_count=175030 148115 7995 2796 26915 140120 11287 7845 176 16472 128833 2743 1689 865 13026 127881 38117 6863 10443 9482 665 1054 524 7669 89764 88995 769 5199 83268 69338 3276 1806 1470 555 387 1466 9750 5752 1354 1020 926 446 4398 496 346 195 915 530 413 791 679 307
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=1 0 4 4 4 1 5 14 5 1 4 4 5 5 14 5 12 1 14 8 10 1 10 6 5 12 0 1 12 11 4 12 6 9 8 4 14 7 9 14 14 10 4 14 5 0 11 0 14 0 7 5
split_gain=1.26706 0.775866 0.53321 0.385187 0.398118 0.328389 0.467645 0.330735 0.322195 0.303195 0.402716 0.877618 0.659527 0.269712 0.254565 0.369645 0.246077 0.494204 0.434419 0.226362 0.221828 0.276473 0.254882 0.241565 0.230833 0.314252 0.290383 0.221855 0.249805 0.219632 0.218276 0.206506 0.20646 0.197782 0.196869 0.252118 0.234484 0.199292 0.216164 0.250906 0.195614 0.203622 0.193739 0.504751 0.287989 0.236248 0.218053 0.2828 0.204709 0.268686 0.212638 0.313797
threshold=0.43987846374511724 0.00059943992528133105 1.2052693270482087 0.38508148486909094 0.33460153012234378 0.97902131080627453 -0.20489553014944337 -0.71898946181928192 -0.4866729155104213 0.00053043148363940429 0.29970269777277475 0.321143775935744 -0.23962006484371975 0.0026161967457842329 -0.39970089475442799 0.16962927454245766 -0.20311406983469787 0.99808025360107433 -0.34183351819565555 0.054193351208389286 -0.0030409162153681637 0.93694612383842479 0.041744473060135449 -0.05191947076614653 -0.15641674501304706 0.25972399746167257 2.1106557142047681e-05 0.98827311396598827 3.0782919122392891 0.058481474106494256 0.201063776681393 -1.3762556891112008 0.10193951157091156 -0.0068224562494647459 0.0385934434743785 -0.87633865293242363 -0.16418098229480368 -0.02212737125446386 -0.011210760055240014 -0.50737351633414263 -0.069635020009328571 -0.0044012142840495891 1.0621025447340076 -0.42587924385604287 0.72507360347951033 0.034985072910785682 -0.010339383656603451 0.001471101713832468 0.40037764558262473 0.098076950758695616 0.0040719727427360056 -0.15641674501304706
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 4 14 -4 32 -8 -2 10 -3 12 -12 33 -1 29 17 18 -9 -15 23 22 -22 24 -10 30 -27 34 -29 -16 -26 -24 -7 -13 35 -25 -36 38 -37 -40 -20 -42 45 -44 46 -11 -45 -48 50 -50 51 -47
right_child=2 9 5 -5 -6 6 7 16 20 42 11 13 -14 19 15 -17 -18 -19 40 -21 21 -23 31 27 25 26 -28 28 -30 -31 -32 -33 -34 -35 36 37 -38 -39 39 -41 41 -43 43 44 -46 48 47 -49 49 -51 -52 -53
leaf_value=0.056366187299752235 -0.016497869700861062 -0.062622519745466954 -0.01259454161982927 0.077453580209567663 -0.17205333089893751 -0.024144748656989581 0.08297840725684423 0.069736960192138264 0.018758461654101263 0.00045304191960117229 0.7114813289448837 -0.07151305671009961 -0.037818651148600516 -0.032721275239762503 0.0076647664283884739 0.087820698880169745 0.01398264652418117 0.089026427874105002 -0.090005275026457332 0.051410856746834294 0.024364993190161575 0.047224023827142553 0.1082149951671173 -0.088096595730984856 0.04207141311594733 0.0669715973010893 -0.063111743357374531 0.067124239914526138 -0.067273720299925566 -0.073730007090767366 -0.024295160844662964 -0.071785258280857828 -0.13645234891454974 0.01187259688688351 -0.11117753372372173 -0.02408178545035719 0.056124094941666015 0.015530874046887031 -0.07809171581909749 0.077015785130550643 -0.089230124779125355 0.065334636949159045 -0.11728080934156547 0.084929446688135291 -0.065666652041581591 0.0010437786483388145 -0.10328900256278642 0.018159623601455257 0.010515740834880855 -0.070032558037112988 -0.0011127214764084911 -0.01504085555251602
leaf_weight=1.5299589794321935 2.245580172064364 1.8404649959406914 9.6877518244127732 1.2498600884682671 0.091624650005542096 0.4065134849879567 0.62842088237812888 0.25547137783360074 3.400520094548483 69.351910149365949 0.011673741646518465 0.289748615535243 0.016818084270197597 5.4131017422168952 4.7213894848118789 0.53932925010303723 17.137613904667877 0.30728237646690093 1.0225456123953334 0.324383838167705 11.749681846584053 6.2862997805125351 0.058129373315750854 0.19308278307289484 1.0039203062324333 0.17887209265609261 1.507961826740029 1.620987782204337 0.13707722840990744 0.33886658528354008 0.94640526135935932 0.43796204644604664 0.267700893455185 3.8156524949736199 0.22697493591113016 0.30569043301511567 0.11409952277608759 7.8071215474163855 0.098242730826313962 1.4753165371639594 0.12998810060526012 0.18414647466853296 0.27988583137630385 0.4591277007602893 0.40302898183290459 17.062902193229995 0.17925441086481253 7.7873401430188096 0.64567946044689861 1.1169954190916085 42.547126811954001 41.91013563510564
leaf_count=319 571 3622 2841 339 24 125 75 40 2444 35805 26 431 68 3113 1205 214 3270 50 229 147 8123 4767 29 66 767 19 990 1202 102 68 420 174 45 4177 63 125 55 5901 31 357 26 56 40 219 143 18553 63 5998 682 1373 26925 38513
internal_value=0 -0.00301916 0.0126068 0.0265718 0.0175982 0.00254405 0.00975919 0.0125915 0.0201953 -0.00431719 -0.0199004 -0.0118378 0.423607 -0.0138519 0.020453 0.0104947 0.0101935 -0.0238081 -0.04632 -0.027822 0.0223965 0.0301837 0.0213809 0.0147866 7.82108e-05 -0.0173929 -0.0487687 0.0234154 0.0560824 0.00197747 0.00993742 -0.0477096 -0.0710735 0.00570738 0.0177095 0.0203203 -0.0552025 0.0226373 0.051742 0.0665754 -0.0691191 3.57062e-05 -0.00331116 0.0108895 0.0151779 -0.00406145 0.0191738 0.0152053 -0.00709239 -0.0407149 -0.00650165 -0.0103881
internal_weight=0 201.926 69.8214 8.47103 7.22117 30.0274 20.3397 19.6655 39.7939 193.455 11.7118 9.87138 0.0284918 9.84289 7.12954 5.59959 19.037 1.89943 1.59215 5.73749 37.5483 18.5321 12.2458 19.0163 7.03768 3.63716 1.68683 11.9786 1.75807 5.06026 1.95033 0.496091 0.674214 4.1054 10.2205 9.87945 0.341074 9.68637 1.87925 1.57356 1.33668 0.314135 181.743 9.10864 8.82875 172.635 8.42572 7.96659 103.283 1.76267 101.52 58.973
internal_count=175030 142067 32963 2169 1830 6757 3916 3746 26206 139898 11584 7962 94 7868 1806 1487 3671 401 351 3260 25635 13093 8326 12542 4640 2196 1009 7902 1304 1273 1187 203 170 4608 6598 6480 118 6414 513 388 311 82 128314 6463 6423 121851 6280 6061 86046 2055 83991 57066
shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=3 12 4 6 13 15 5 10 3 14 10 14 6 16 3 3 6 14 10 8 10 4 3 4 13 13 4 6 6 13 14 15 13 6 12 15 16 12 10 14 14 8 12 16 6 13 6 14 8 15 6 14
split_gain=0.602246 0.39685 0.644818 0.439799 0.398764 0.334885 0.40537 0.400709 0.382096 0.381841 0.347471 0.404427 0.383179 0.33714 0.316747 0.286404 0.409439 0.341674 0.323802 0.330107 0.285279 0.283926 0.283746 0.274601 0.272099 0.271264 0.265988 0.252427 0.236773 0.319283 0.272653 0.235563 0.229959 0.229293 0.285369 0.235976 0.226159 0.218343 0.217926 0.215695 0.213956 0.284152 0.264632 0.255188 0.236492 0.211381 0.26142 0.231323 0.414196 0.271677 0.268984 0.210357
threshold=-0.2435658889589831 2.5278248986763585 1.4479182887617477 0.022263962279484132 -0.047116975249184796 0.033855272731801354 0.29415877999727241 -0.081371609424179925 0.026608517393469814 0.10350757390964076 0.011716795654446875 -0.21979029911943046 -0.3567830106897259 -0.10525145034208606 -0.92169725941494096 -0.7672425290220416 0.59460089724586762 -0.16418098229480368 -0.005007946526809884 0.011109997720924419 -0.0376204254371948 1.0893883372515669 -0.80838225358456828 1.5187730810027849 -0.48260832117788705 0.0056767106404744224 1.4768670721517181 -0.20764417412299715 0.34550834810747971 0.42755458720469491 -0.24647270281623665 -0.07370322690360788 -0.41708615017718315 -0.2017689316458654 1.8365623323580114 -0.070662870423619753 -0.048257078229957527 -1.6360481948891381 -0.0016315193204964617 -0.16052316530591279 -0.066495297236697712 -0.030199806850839929 -0.71414212902054375 -0.13795580292381923 0.27942268468081138 0.45999224995131821 0.21968244031954728 -0.24647270281623665 -0.060126103251436185 -0.12415417017987074 -0.12381183103312796 0.29088868354783587
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 15 4 -3 8 10 32 13 -10 11 12 20 25 36 17 -17 -1 21 -20 -7 37 23 -16 -13 -2 -24 -21 29 30 -9 -28 -8 34 -15 -36 -4 -19 -14 -39 43 42 -42 44 -27 47 -47 48 -35 50 -50 -12
right_child=5 3 14 -5 -6 6 7 28 9 -11 51 24 38 33 22 16 -18 18 19 27 -22 -23 26 -25 -26 40 31 -29 -30 -31 -32 -33 -34 45 35 -37 -38 39 -40 -41 41 -43 -44 -45 -46 46 -48 -49 49 -51 -52 -53
leaf_value=0.053914670380086786 -0.034472552113127761 -0.023032509781193825 0.0098861616612453303 -0.00091064376120129822 0.079163772359886531 0.1617609622442219 -0.079256610945812711 -0.060553088028619154 -0.006620329510559732 -0.027853709802915003 0.028073165162143966 -0.046788357119796203 0.027221906645009116 -0.0074203822151096641 0.093596366514845875 0.0087327553702212374 -0.09950242366643039 -0.12259192588908858 0.041883572890004828 -0.15727441398740571 -0.0041432236508934786 -0.10762457466303033 -0.041614542280421697 -0.05431510195345636 0.0011846182763792189 -0.01067979961251213 0.071653586937407074 0.0062067805236897646 -0.069839066831047417 0.064797291556592404 -0.010023692605537326 -0.01083928200179711 0.11648030609797225 -0.097410893158183354 -0.12525493947765032 -0.020615823426847202 -0.13262611755140535 -0.1379856210347494 -0.019009421076606612 0.017052259654421011 -0.10372466887913717 0.025870559603861615 0.030645172974639687 -0.052674417866677127 0.093685943186892079 0.040747709530849607 -0.039718051710306373 1.0109747377294988e-05 0.13410913348316794 0.012629073821653156 0.037803791957878335 -0.016459188026911507
leaf_weight=3.1803985868573363 5.1322169003851723 0.44777003693161566 0.15049626280233497 1.7822139859017623 2.3300814445465212 0.32005129208846483 0.059246886346954852 1.1511894155664748 26.686618141126473 12.400125813414489 9.3732607655683733 1.1948223474655595 5.6927491581993763 11.879874552125326 0.41223264396830916 35.61320300894937 0.33546175411174672 0.12310802563661116 3.062427969517556 0.13275443341990467 0.14831118174333813 0.29365748108648393 3.0715185786393695 0.16379871403478319 47.601757918301246 2.1519977989792105 0.38671417490695636 0.25063122634310264 0.71274179797728798 0.51225541152052834 12.544077226809346 2.3892892768271849 0.33914285331775218 0.26350654441921495 0.36696576051326701 0.50973630013686566 0.38658523160847824 0.078084068740281398 1.2280406610186663 1.4378403924192751 0.34386262911721133 2.9428293604250939 0.23565412665630026 1.5056415079416181 0.22366943430824893 2.6261229663168701 0.4620068175572668 59.571125286984937 0.37438317564738088 3.8180208726680567 1.2111649608956723 1.1841982086270935
leaf_count=1153 3194 192 31 679 1012 11 36 413 29005 14539 5811 1487 2479 6023 48 15691 135 44 1468 19 73 44 413 49 36455 945 86 95 707 238 6010 563 105 64 104 292 43 16 751 685 81 1655 85 627 89 1523 174 37315 78 1729 564 924
internal_value=0 0.0096812 0.00716892 0.0379 0.0626492 -0.00195906 0.00306208 -0.0115999 -0.00506401 -0.013366 0.00642941 0.00329842 0.0250715 -0.00159597 -0.0210993 0.0115964 0.00767455 0.0280194 0.0125813 0.0309005 0.110978 -0.0200644 -0.0147944 0.0511734 -6.47889e-06 -0.0168459 -0.0214268 -0.0548189 -0.0142832 -0.0114133 -0.0143433 0.0010314 0.08525 0.000764894 -0.0115329 -0.0660178 -0.0936457 -0.00340025 0.0189911 0.00757481 -0.00457426 0.0132366 -0.0497917 -0.0207246 -0.000237218 0.00306328 0.0285526 0.00184934 0.021123 0.0272008 0.0617659 0.023059
internal_weight=0 56.0283 51.4682 4.56007 2.77785 214.767 82.0618 15.3187 132.706 39.0867 66.7432 56.1857 7.38915 93.6188 6.96063 44.5076 35.9487 8.5589 5.3785 3.44581 0.468362 1.93269 6.42355 0.576031 48.7966 12.5359 5.84752 0.383386 14.9203 14.2075 13.6953 2.776 0.39839 81.0829 12.7566 0.876702 0.537081 1.63903 6.92079 1.51592 7.40365 3.52235 0.579517 3.88131 2.37567 68.3263 3.08813 65.2382 5.66708 5.40357 1.58555 10.5575
internal_count=176052 22466 20583 1883 1204 153586 55500 7509 98086 43544 47991 41256 3314 54542 1233 19350 15826 3524 2371 1582 84 789 1159 97 37942 6676 1062 114 7368 6661 6423 649 141 47866 6419 396 74 745 3230 701 3482 1821 166 1661 1034 41447 1697 39750 2435 2371 642 6735
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=1 4 4 3 5 3 1 15 4 5 5 6 15 13 13 8 0 3 5 13 13 9 9 1 10 6 4 5 1 3 3 8 4 5 9 13 5 5 15 6 5 4 10 4 1 13 13 10 1 3 10 14
split_gain=0.627475 0.485612 0.404702 0.322834 0.312039 0.270423 0.269968 0.308144 0.431351 0.308983 0.255938 0.293926 0.245498 0.263167 0.269688 0.243928 0.242549 0.362379 0.44412 0.267718 0.232026 0.237093 0.276006 0.297182 0.225709 0.224526 0.224257 0.222008 0.27605 0.223678 0.219774 0.349963 0.234784 0.258156 0.223303 0.210824 0.243791 0.209699 0.199343 0.198728 0.194101 0.193414 0.193354 0.190653 0.215061 0.192791 0.219061 0.188115 0.18773 0.406193 0.337716 0.236672
threshold=0.23155698925256732 1.3784032573962348 -1.324069198088079 -0.569474574374908 -0.51487443995467141 -0.84225344337755803 0.0049247050192207107 0.1774835060651358 1.035300539122902 -0.03121506002794322 -0.03121506002794322 0.10679623375018679 -0.1267758654471452 -0.011297261297317207 -0.078802889892497452 0.005409947597434836 0.00025667934096418327 -0.41665945248678321 0.088648492184895608 0.26996319765966065 0.49862575098883283 -0.12528290012470136 -0.022014037378666317 0.92771545052528392 0.025042997924321238 0.2711441326513287 -0.63879772936028367 -0.47588574431238895 0.98557212948799144 -0.025028707459568974 -0.22482009307714176 0.041600078205166181 -0.1803963313687704 0.28759834181701044 0.020284824735477703 -0.58406476373327021 -0.03121506002794322 0.23543585492798799 0.31878204996861997 -0.028619168942143492 -0.23751476073483294 -0.99053625350851882 -0.0097624300552666705 1.4178856183068673 0.99808025360107433 0.18645139564423149 0.14762728980311671 -0.0090770256230709254 0.99604648351669323 -0.88118685196604918 0.0034389732643371764 -0.094990585358015231
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 47 24 5 -4 7 8 -5 39 11 -10 15 14 -14 42 17 18 -8 -19 21 -6 23 -23 25 -1 -7 -22 29 -29 32 34 33 -24 -32 36 41 -34 -36 -9 -33 -18 -3 -15 48 46 -46 -2 -45 -50 51 -51
right_child=1 12 4 6 20 26 16 9 10 -11 -12 -13 13 43 -16 -17 35 19 -20 -21 27 22 30 -25 -26 -27 -28 28 -30 -31 31 40 37 -35 38 -37 -38 -39 -40 -41 -42 -43 -44 44 45 -47 -48 -49 49 50 -52 -53
leaf_value=0.01967826792329027 -0.14878937648829232 0.052357706000603521 0.049518655880431063 -0.034267189690798838 0.12976390041078797 -0.06131226109523872 0.011553052195412793 -0.010551369030234115 0.0087736238862574159 -0.027438498899769816 -0.016196370331030076 0.132447561310469 0.0025671401162100111 -0.067795395638199682 -0.043949626238459563 0.11946762382788018 0.064109663520896767 0.053494220622887834 -0.16433646519047879 -0.071464472795854037 -0.078458856422136555 -0.034530340251785856 0.044167439188597127 0.056037190525952491 0.074019849298896739 -0.052526738809792209 0.0083134920289325929 0.016456142773232783 0.11088411413805288 0.071443253401529697 0.0069544629941445391 0.068584462049634476 0.013039653780248709 -0.042657068056674935 0.038804617077338871 -0.0022388134851804684 -0.057481168253496986 0.085573717967492538 -0.11937755362639857 0.089762760688269272 -0.10760922421559312 -0.022908294675099829 -0.0068748520457525058 0.0028627826417555011 0.034730983404990021 0.10456904006377864 -0.10663502789312895 -0.010212148678909317 -0.10700416904715673 -0.036390953639293691 0.067307940530919264 0.024494133877606204
leaf_weight=4.6309232246885577 0.2054925910779275 0.87836629294906798 0.42297943787707515 8.6537875360294887 0.15547946951119129 1.3065093421610077 0.50992883635444775 0.26656971557531506 4.0961361898916948 0.60487947685351062 7.2145667348559055 0.18425928976648709 2.0193180819405825 0.40286775873391789 3.230664280279604 0.23626528657041479 0.34783921038615517 2.2057630502486059 0.18110689883951636 0.17073630834056519 0.14540812208724663 2.1445630572306977 5.5678226177043397 0.41880821654012823 0.67339879466089758 0.45772786837187585 0.70513981828844285 2.7246865675497247 0.48520468040896947 1.0063239396386046 26.394336148252549 0.062388358215685003 13.732717712342481 0.35122330202284491 3.1180556661956866 145.7084237490111 1.4726809358890012 0.39369447183344242 0.065049182307120534 0.70837860074789205 0.3599721353239137 0.8312083509481456 1.4227888514069518 15.232553950372681 0.79907631964306236 0.32388136145891622 0.10931112707476132 0.17958863369130895 0.46735274155798823 2.5136141211332874 0.47838690178468812 0.83996770931116715
leaf_count=1743 33 148 85 19452 18 465 100 407 2373 595 4602 162 444 252 583 27 111 451 27 57 36 949 3166 308 156 132 216 1896 275 664 20083 21 8155 218 1327 98362 1251 292 24 530 144 1139 316 3215 197 90 30 50 39 447 55 134
internal_value=0 0.00738456 0.01252 -0.00289335 0.0131918 -0.0217593 -0.00366902 -0.0140882 -0.0174276 0.028225 -0.00471722 0.0146179 -0.00324862 -0.00610772 -0.0261089 0.0263545 -0.0021725 0.0255802 -0.03748 0.0440575 0.0146876 0.0128465 0.0124576 -0.0194521 0.0203568 0.0130248 -0.037046 0.03682 0.0411053 0.0315529 0.0140984 0.00867326 0.0222028 0.0389043 0.00998453 -0.00274929 -0.0305994 0.0151651 0.0349336 0.0626341 -0.079881 0.00332867 0.0159603 -0.00112933 0.000220439 0.0404356 0.0160167 -0.0874319 -0.00235085 -0.0207592 -0.00979964 -0.0210929
internal_weight=0 88.8999 59.9454 178.918 59.5604 2.43463 173.156 21.7286 20.1487 1.57983 11.495 4.2804 28.9544 26.417 5.24998 2.53742 151.428 3.06754 0.691036 2.3765 57.1257 52.7641 52.6086 2.56337 5.76205 5.08865 2.01165 4.36162 4.21622 3.73101 50.0453 29.9998 20.0455 5.91905 29.5774 148.36 2.65173 14.1264 3.1831 0.974948 0.42236 1.17905 2.30116 21.167 20.7641 1.23227 0.908387 0.385081 19.5319 4.29932 3.83197 3.35358
internal_count=176052 44402 38425 131650 38342 766 129619 28121 26589 1532 7137 2535 5977 5486 1027 491 101498 635 127 508 37576 34705 34687 1257 2031 1875 681 2871 2835 2560 33430 21599 11831 3384 21434 100863 2501 8447 1351 937 165 1250 464 4459 4207 317 227 83 3890 675 636 581
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=3 4 15 0 15 0 12 12 9 3 16 13 9 15 10 12 12 3 13 9 0 6 12 6 15 11 13 10 13 4 11 14 12 11 12 6 16 6 9 4 15 12 3 0 14 14 12 3 4 3 11 9
split_gain=0.401398 0.353587 0.451996 0.404845 0.314504 0.331317 0.274163 0.32459 0.250563 0.248714 0.245015 0.317395 0.285785 0.337293 0.248733 0.237486 0.267269 0.234344 0.224383 0.234967 0.301925 0.295078 0.273598 0.334922 0.23319 0.273835 0.318485 0.302693 0.258445 0.245608 0.453891 0.379344 0.217987 0.265711 0.254271 0.236852 0.262553 0.245125 0.272447 0.210451 0.217251 0.209281 0.264532 0.207537 0.241745 0.382159 0.206712 0.207876 0.206153 0.203079 0.202361 0.201016
threshold=-0.11382597871124743 1.3994971499962372 -0.25896178847866141 0.057227175682783134 -0.028325313151835053 2.1106557142047681e-05 0.70684471600820264 0.38827036118115638 -0.0084322504029817526 -0.54248162104340725 0.0031804753547202999 0.10596257556237437 0.0076775824796519116 0.073381731942797263 -0.008842822729297756 -0.018435017624086624 -0.62408770993465335 0.32866591168567544 -0.80598209475945637 0.018712039834237394 0.0026918498333543543 0.28961711588388134 -1.486013028195752 -0.27093730925707343 -0.012141170281953594 0.024749481331124097 0.032895076724397405 0.050720054213249412 0.099105663375377337 -1.2413356770009798 0.003553819662314574 -0.34183351819565555 1.9219968312274891 -0.039273256086626532 0.65922478827792141 0.25195589819969699 0.18542733916860762 0.27942268468081138 -0.010337925651976406 1.2311448095820674 -0.002789244932448635 1.8365623323580114 -0.73054007161408652 5.4815567636978819e-05 -0.061821810642619497 -0.1195154316395735 0.14415430951528554 -0.27527555448023117 1.6522256808242199 -0.029645799659192559 -0.00054024603152929185 -0.008228349775522047
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 43 32 8 -6 7 10 -3 -9 15 14 13 -13 -12 16 -7 18 -2 24 21 -21 -22 -24 25 28 -27 -28 -20 30 -26 -32 33 34 46 -35 37 38 -37 -31 -41 42 -8 -1 45 -45 47 -4 -10 -33 -34 -42
right_child=17 4 3 -5 5 6 41 9 48 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 22 -23 23 -25 29 26 27 -29 -30 39 31 49 50 35 -36 36 -38 -39 -40 40 51 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.083740780484871657 -0.054481124491418842 0.061921589800494753 0.055909314310692917 -0.0066012253993115895 0.034172508083601609 0.019114473973681264 0.018697287917677455 -0.048056127954018028 -0.0079651080197884212 0.066416134858906684 -0.047059757425484461 -0.14568389277196331 0.075116299156310393 0.035904061440251107 0.081396914831108974 -0.0042847458790453525 -0.094510283958141539 -0.015898997972307437 -0.010410920481301905 0.067770850322072723 0.046387669420757852 -0.055444675146259496 -0.047127415030544496 0.0060360423209189114 0.00078233352253178159 -0.0056751357030983638 -0.07751211660882372 0.033640917264335747 0.0027225576328307045 -0.0030834207329801418 0.16807621604918146 0.076034037824268264 0.047566235667647366 0.013302105644720785 0.1272657672797973 0.059773132820260005 -0.092848783065327192 0.010940872125076042 -0.068128116886810738 0.054481926737546905 -0.021732574853956299 -0.02033615688913324 -0.073015355944163807 -0.02400281226594693 -0.00029959531944646748 -0.12327366081645262 -0.048848132957801257 -0.0032633846692787325 0.032890633051075223 0.018689655033049507 -0.00057301158165205877 0.014158137406084834
leaf_weight=0.14579033553309217 0.77238531674902233 0.83127525376039546 2.060567356273169 10.389169864777271 1.177138254570308 0.25998977874405682 0.36546807905688217 0.22566485509014456 4.2584691527372369 0.89932294607569907 0.18140863313601585 0.27389107242925093 0.13924590092210565 0.14853766452870332 0.6574955906908142 1.0753460753912789 0.90643932651073578 11.774716243442297 37.283580688943658 1.378010746803741 1.482769854371331 0.21223046239174426 1.2727846447887756 14.494895937114952 6.0656219766069608 2.2073269785114453 1.6413476648640424 0.27717875346570497 25.032550367673622 60.591686272627044 0.22607458318816531 0.90421605970914321 3.4990921038306624 39.789842499481438 0.28642670162935235 0.19044747892621672 0.34364383657884889 2.9706898827134864 0.87317144436434435 1.0637539392046171 1.914467216873162 3.6044988842550083 1.9893278000890857 1.2122009713129958 1.3533423982298696 0.56083965601283137 0.27992898488446361 0.82852115672721938 1.7193541937667758 1.9234615790383025 1.1611325195281086 8.1166834711548255
leaf_count=22 962 139 472 6447 96 70 67 39 640 134 36 47 13 22 124 156 162 17077 32840 394 789 62 491 7929 2473 1517 597 149 15215 51765 14 246 2288 20520 95 57 112 1094 257 451 803 719 376 428 504 133 70 264 345 785 807 3666
internal_value=0 0.00608389 0.00952605 0.0114199 -0.00604396 -0.0158404 -0.0213758 -0.00347617 0.0110791 0.0430674 -0.0179897 0.0147137 -0.0426721 -0.08295 0.0532227 -0.038377 -0.0692763 -0.00227508 -0.00131212 -0.00105912 0.00945064 0.0509 0.00558165 0.00169688 -0.00240483 -0.00679266 -0.0316882 -0.0612935 -0.00513589 0.00120371 0.0166446 0.0479665 0.0150018 0.0129723 0.0396153 0.010873 -0.0111697 -0.00383929 -0.0446266 -0.000764145 0.0118868 -0.0356429 -0.0587483 -0.0266137 -0.0321997 -0.0563064 0.0310342 0.039023 0.00384795 0.0373837 0.0356149 0.00728226
internal_weight=0 84.6577 65.9448 62.6726 18.7129 11.9038 10.7266 4.76734 6.8091 1.12499 3.64235 1.40058 0.561675 0.422429 0.838904 2.24178 1.16643 178.636 166.861 166.089 18.8407 1.59024 17.2505 15.7677 147.248 66.442 4.12585 1.91853 62.3161 80.806 9.11937 3.05375 52.2835 47.6232 3.45544 44.1678 4.37795 4.03431 1.06362 71.6866 11.0949 5.95929 2.3548 3.27217 3.12638 1.77304 3.16902 2.88909 5.97782 2.82768 4.66022 10.0312
internal_count=174980 36755 33570 32483 3185 2061 1965 803 1124 173 630 242 82 69 160 388 232 138225 121148 120186 9665 456 9209 8420 110521 50318 2263 746 48055 60203 3518 1045 26036 22941 901 22040 1520 1408 314 56685 4920 1162 443 1087 1065 561 806 736 985 1031 3095 4469
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=3 0 13 6 0 14 7 8 7 9 14 3 6 10 16 6 6 11 6 3 14 11 14 3 6 13 14 13 11 8 0 7 6 12 6 11 12 16 12 0 10 12 10 0 8 16 0 9 3 6 6 11
split_gain=0.393431 0.714547 0.375599 0.263836 0.256583 0.249638 0.250997 0.245185 0.292077 0.251871 0.238022 0.358551 0.268981 0.237844 0.223436 0.229941 0.220073 0.218393 0.312953 0.340733 0.197586 0.188461 0.355223 0.352572 0.306385 0.302489 0.258667 0.216918 0.222573 0.215798 0.31057 0.197051 0.499993 0.385788 0.262423 0.18426 0.194635 0.182688 0.204088 0.302225 0.608256 0.227786 0.23905 0.204551 0.209706 0.181646 0.193879 0.251091 0.209157 0.180633 0.180258 0.178734
threshold=0.025522672105580572 0.037871222943067558 0.71890071908979436 0.20605565684595692 2.1106557142047681e-05 0.1013273209378155 0.027695236224962498 -0.0046051164809733439 0.04073601666384475 0.018712039834237394 -0.032689481744939693 -0.0051243370398879043 -0.15364864388540878 0.050720054213249412 0.01685757350326653 0.2711441326513287 0.26406259789600089 -0.012217539421707479 -0.12802765972965097 -0.14985475142020729 -0.15363741365896855 -0.0091749712801376011 -0.083144352935716523 0.0074845999479293832 -0.019592294719348109 -0.16615029054165834 -0.15363741365896855 0.49862575098883283 -0.0089264640178032852 -0.01263861211780983 0.014728378504514696 -0.016992953563857816 -0.13892260835095485 -1.2683458946327886 -0.088986069748657207 -0.0032717002843622701 1.5182818623861805 0.19274984377934792 1.1024854814025207 0.00059943992528133105 -0.0025813655890797641 4.0157232283915993 -0.0053821563731442697 0.079702969640493407 -0.030199806850839929 -0.14919572660802785 0.023700822144746784 0.030244070065287666 -0.18638600502163169 0.31887813048761471 0.23103105502838034 -0.024398599227009089
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 4 5 17 -3 -7 21 9 13 11 14 -12 -9 -10 -16 45 -1 -19 20 -20 23 24 25 31 26 -6 28 -24 -26 -31 32 -23 -34 -35 36 -22 38 -27 40 41 42 -40 44 -41 -11 -47 -48 -49 -32 -29 -5
right_child=1 3 -4 51 7 6 -8 8 10 16 12 -13 -14 -15 15 -17 -18 18 19 -21 35 22 27 -25 29 37 -28 50 -30 30 49 -33 33 34 -36 -37 -38 -39 39 43 -42 -43 -44 -45 -46 46 47 48 -50 -51 -52 -53
leaf_value=0.054352208421468776 -0.089920771528250537 -0.003080551900849304 0.039477579947098385 0.038926841883957279 0.068318405259702092 -0.013724912498244261 -0.0543711039604933 0.0041372628920125316 0.014412296387464531 0.064135572789428427 0.020799457911420547 0.068236209335158768 -0.041774396890330939 0.075469640111396341 -0.0075555483076585137 -0.076759619250222969 -0.0075712967637719597 0.049471532269784152 -0.063480861705902766 -0.14373343493624766 -0.094520714348457338 0.0057485173878585533 -0.10753990415973463 0.053166828607553333 -0.017708757645299542 -0.0096447414066598465 -0.013240759944548087 0.044692733129804714 -0.001511347299328118 0.048513611810753775 -0.0020457016711534141 -0.024971496163749045 0.050352717538537518 -0.1954341475971729 -0.042764255161357928 0.055800011111527673 0.049305300073870836 0.042949725383600472 -0.020969566016371149 -0.0022370351948872713 0.068186929066874805 -0.18090852229802734 -0.15786619011031156 -0.04233653540245147 0.038477479493502949 0.034818668146681664 0.033010872348764611 0.047856556585435021 -0.046065669250794611 -0.10687476038600319 -0.064906204244704446 0.0037529207672242003
leaf_weight=1.6807133887250527 0.98926181029673799 36.353427571556722 2.7274870766432278 1.7982755989414725 1.161195659489749 14.495120829009695 1.6835950844269962 94.238809676137976 2.1382854510520701 1.1871422124604567 0.84392768856923783 0.69524102361538087 3.4699750624222343 0.45223816715952025 1.4141070138466605 0.71283272750224558 2.1678789718907856 1.0389994361030401 0.36557398583863654 0.18069417705191826 0.20356726395038971 0.51929902880328882 0.18165940755716548 1.3681272725016231 4.7512141599212612 15.810141451873283 0.57280187040487973 1.5426149217764749 31.187075124328146 1.5176441965526222 1.6378565707456969 7.5538867804343699 0.10041187909519067 0.41561213195382152 0.1681091055361319 0.57684364850865721 0.14907553831471887 0.87203773672717844 0.57065947562432484 1.8938185583028819 0.39107246370440296 0.16229706536978483 0.1494166303818929 0.47528491181583365 3.7815654697783434 4.4618662221728291 1.2793685560754968 0.28136024458217423 1.1638720937080504 0.1652094040182418 0.15054072864586476 7.0901174122082562
leaf_count=235 734 39281 1700 1065 327 18947 1013 60035 687 369 204 277 1500 203 448 305 899 144 122 35 35 191 95 701 2055 5799 228 795 18081 876 1232 4315 41 53 77 80 34 284 139 459 73 11 19 209 1397 1382 735 84 454 70 67 6379
internal_value=0 -0.0063578 0.00274373 -0.00498653 0.00222853 -0.00768271 -0.0180091 0.00169161 0.00462662 0.00612642 -0.0123703 0.00257686 -0.0294983 0.0044919 -0.00836212 -0.0311884 0.0207768 0.0266401 0.00787003 -0.0216571 -0.00292605 -0.00266747 -0.0063178 0.00402576 -0.0181364 0.00138956 0.0415141 -0.000295407 -0.00218531 -0.00406618 0.0154438 -0.0310713 -0.0684478 -0.123499 -0.154004 0.0216275 -0.0342663 -0.00152483 -0.0032253 0.0104358 -0.0336002 -0.0791639 -0.0524637 0.0196229 0.0249265 0.0281165 0.0220243 0.00098308 -0.027425 -0.0125909 0.0343808 0.0109321
internal_weight=0 62.4098 198.529 61.4205 195.802 52.5321 16.1787 191.606 114.507 105.233 9.27437 4.96047 4.3139 94.691 4.26523 2.12694 10.5415 4.19547 2.51475 1.47575 1.29506 77.0996 49.8911 27.2084 16.8292 25.8403 1.734 33.0619 31.3687 8.07192 3.32071 8.75732 1.20343 0.684133 0.583721 0.929486 0.352643 24.1063 23.2343 7.42411 1.27345 0.882373 0.720076 6.15067 5.67538 8.37361 7.18647 2.7246 1.44523 1.80307 1.69316 8.88839
internal_count=174980 67419 107561 66685 105861 59241 19960 105176 67582 64161 3421 1717 1704 60238 1440 753 3923 685 450 306 271 37594 27948 9646 8910 8945 555 19038 18176 4233 2178 4677 362 171 130 149 69 8390 8106 2307 242 169 158 2065 1856 3024 2655 1273 538 1302 862 7444
shrinkage=0.1


Tree=66
num_leaves=53
num_cat=0
split_feature=2 4 7 10 14 1 8 4 9 13 6 4 1 13 4 10 7 4 1 3 1 14 8 7 12 6 13 9 1 1 3 8 9 10 2 14 9 9 2 1 3 9 8 3 10 7 3 14 2 6 6 10
split_gain=0.779427 0.527824 0.467517 0.339689 0.385491 0.33793 0.344221 0.316397 0.4997 0.299343 0.298039 0.277948 0.595251 0.447374 0.283827 0.276208 0.267312 0.340115 0.43318 0.266191 0.248753 0.281857 0.410864 0.282104 0.278261 0.248264 0.336236 0.248247 0.245611 0.244046 0.235706 0.234269 0.230165 0.229159 0.228258 0.243385 0.283628 0.284383 0.284932 0.275669 0.247688 0.224818 0.224517 0.309007 0.219474 0.219047 0.218948 0.25748 0.218627 0.218578 0.310131 0.211858
threshold=0.022047587670385841 1.2311448095820674 0.011350457454411532 -0.0030409162153681637 -0.71898946181928192 0.82247179746627819 0.069906911738780761 -1.04929070984911 -0.013281123582226927 0.80196469042970908 0.25195589819969699 1.0893883372515669 0.045277729630470283 0.16265367500100705 1.4768670721517181 0.01201506811078497 -0.0022014828075684729 -0.95965736998154838 0.085531592369079604 0.0028049384709447627 0.98827311396598827 -0.10762192165810376 -0.019106488438643612 0.0098057046950630472 0.18117319033463228 -0.3567830106897259 0.36739055346293276 -0.0042854022528421359 0.051405178382992751 0.00074364725151099275 -0.52053740504197765 -0.0010735422718735565 0.075365835139879669 -0.027383702586248768 0.0040465043857693681 -0.25424395802011246 0.0029730782110547623 0.0018395566182346551 6.4150719936151299e-06 0.99304074048995983 -0.057050514034926884 -0.016068593942287195 0.0096113118353471586 0.01176973804831505 0.035545374504008562 0.072422769464361603 -0.060641506453976028 0.049045824100467032 0.0027190537657588725 0.12633090951075404 -0.15883152161546263 -0.0065215987403087908
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 29 4 -3 6 10 8 25 19 15 12 -9 16 41 42 17 18 -14 20 24 23 -23 -22 -5 26 -2 -16 44 -1 -26 -20 -19 -7 35 39 37 38 -37 -31 -39 -13 43 51 -10 -12 47 -32 -38 50 -15 -4
right_child=7 3 5 9 -6 33 -8 11 28 -11 45 14 13 49 27 -17 -18 32 31 -21 21 22 -24 -25 30 -27 -28 -29 -30 34 46 -33 -34 -35 -36 36 48 40 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.078495542085954148 -0.014250045411477619 0.075214625438543667 0.0048646761978846619 -0.070101893941084445 -3.9470155029600031e-05 -0.039222508536291008 0.062789798466986999 -0.020579909051001672 0.014316282404185554 -0.12763898022789497 -0.021049942566786026 -0.053651705286193521 0.00082797046077416918 -0.0067655403458973572 0.0074950456399087628 0.023942891042987902 -0.0026244382927058806 -0.013171011076647003 -0.012452670932948313 0.03806873335756647 0.037820173533152604 -0.20190472177929952 -0.017508187563017915 -0.07526493680608054 0.034461844331248388 -0.01209719545450872 -0.148661957174547 -0.041181688503531946 0.0022202614458599829 0.014862460558292295 -0.062661329047244099 -0.16395368219320638 -0.1105856331740353 0.043419254903581145 0.0098295599225987542 -0.10874255516007443 0.052821492597491408 0.0030696557237030451 0.026284605860102412 -0.043861316721333359 -0.10751293129656503 0.016093239466513372 0.013969032062487381 -0.08697692295768901 0.051975610387725524 -0.082679932389827834 0.022784120319368419 0.072693474475044081 -0.0029330222026040659 -0.010319767621313671 0.027993490651986752 -0.026767706480078118
leaf_weight=0.25665506786015058 0.44693318907411494 0.68787037175207189 3.7080707029181248 1.7072426267331993 19.387820323167038 0.37928165166704308 0.66791598120835161 33.138490013564592 9.2530495791320408 0.23361409878271011 1.9704123733572481 0.46600506958929955 0.45007801030533545 3.7194569684288572 2.0409103750989743 2.8744712650895954 30.339667451246868 20.509100574617836 0.13565287027813611 0.79219078027927103 1.7045673021348191 0.10935590337612655 2.6499957665564584 0.23640014409102139 0.62640528601332146 9.814594670846871 0.30654642026638612 2.1254051037176387 20.654171349877288 6.3914012533185227 1.5873449396276536 0.43584786706924206 0.22823908157079031 2.263302408542585 27.406111927753983 0.14161646473076039 5.6859145822272685 0.60044066845330235 10.550077466621586 0.89609301132350072 0.28734749637442369 10.73971896515104 2.855558648728219 0.59067616612446805 1.8476383200486441 0.80901662260293949 0.50940943773639857 0.13941963848628813 0.8001806336287699 3.8001040318767982 8.2241147883969443 4.9032769683572077
leaf_count=320 222 79 1783 424 4449 187 154 50260 4380 35 887 175 252 2194 1151 1286 20579 16371 81 357 360 10 452 29 119 4504 45 2203 6941 3100 367 88 69 1811 16892 48 2418 383 8989 588 165 6556 1234 305 672 358 211 43 427 1991 5348 2768
internal_value=0 0.00612597 0.0106791 -0.00497313 0.00260263 -0.00193932 -0.00675495 -0.0049985 0.00240468 -0.0197241 -0.00943726 -0.00769134 -0.00959812 -0.00422997 0.00483119 -0.00382098 -0.00869363 -0.0171473 -0.0730049 -0.0170002 -0.0217694 -0.00557898 -0.026049 0.0234946 -0.0383369 -0.0164136 -0.0710788 -0.0174057 0.00867306 0.0156816 -0.0190797 -0.129439 -0.014336 0.031377 0.0161657 0.0230035 0.0292225 0.0197952 0.0243204 0.00755335 -0.0341161 0.0131132 -0.010465 -0.0180595 0.0206568 -0.039396 -0.0342299 -0.0511097 0.0459538 0.0105343 0.0171748 -0.0131646
internal_weight=0 104.409 74.0378 30.3716 20.0757 21.022 18.3794 158.676 42.3229 10.2959 17.7115 116.353 100.981 67.8423 15.372 14.9321 52.0986 21.7589 1.02158 10.0623 9.27014 4.70032 2.75935 1.94097 4.56982 10.5681 0.75348 4.16632 31.7549 53.0158 2.86258 0.571501 20.7373 2.64258 52.7592 25.3531 18.0656 11.5795 10.6917 7.28749 0.887788 11.2057 12.0576 9.20202 11.1007 2.77943 2.23617 1.72676 6.4861 15.7437 11.9436 8.61135
internal_count=175120 51038 44103 6935 4528 10773 8775 124082 16764 2407 8621 107318 97233 46973 10085 7376 37440 16861 421 2372 2015 851 462 389 1164 4771 267 3354 11993 33330 740 169 16440 1998 33010 16118 12430 9585 9037 3688 548 6731 6090 4856 5052 1245 621 410 2845 9533 7542 4551
shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=2 4 4 5 5 8 1 4 1 5 15 2 16 10 1 15 8 13 2 16 13 1 10 3 13 15 1 5 8 5 10 13 16 15 10 15 13 4 7 2 16 5 7 3 2 4 2 1 3 4 8 7
split_gain=0.856649 0.371867 0.455748 0.421431 0.28472 0.281722 0.302868 0.611031 0.324101 0.431981 0.360781 0.319033 0.291298 0.502771 0.266117 0.262194 0.258468 0.251325 0.513817 0.37383 0.295807 0.310057 0.273858 0.37054 0.303271 0.23976 0.293407 0.26408 0.279988 0.241117 0.27281 0.239919 0.238341 0.236496 0.284805 0.231528 0.251739 0.229978 0.295321 0.229232 0.227513 0.229221 0.232708 0.214716 0.212608 0.278231 0.236769 0.296731 0.209214 0.225133 0.552811 0.290672
threshold=0.090350288897752776 1.0893883372515669 -1.2030856900351179 -0.57300085091949871 -0.032888478161069608 0.060879469068042445 0.11157904937863351 1.2311448095820674 0.7881433665752412 -0.39437067416776211 -0.27024403991522711 0.0011745974188670518 0.10822901837983033 0.0014604706397152722 0.027008600533008579 -0.13814586144381144 -0.0072990996621020441 0.081148484927701922 0.00033547841303516185 0.071463510730326418 0.93860380712535241 0.99746787548065197 -0.032650637605827676 -0.49810768943279976 0.072372612957612367 -0.1267758654471452 0.95254313945770275 0.099150078676909226 -0.015349911549468799 0.085645039408222753 -0.02258505631802921 -0.018980417185648784 -0.024473188950864717 -0.18671960296858472 -0.001875225605969264 0.028370015621370138 0.80196469042970908 1.2670013246311738 0.00077871392266602756 0.14826921373605731 0.059762689868931886 -0.061768779134138203 0.013907229752176743 -0.087904054205864654 0.00060958159156143676 0.23412453743466269 8.205641279346311e-05 0.23976184427738192 0.017237047199159864 -1.302182793824717 0.018779821312881032 -0.08263615226086797
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 2 35 15 -3 6 11 8 44 -10 -11 -1 17 -14 -5 -4 25 19 33 22 21 -20 23 -9 37 26 -12 29 -29 30 32 -30 43 34 -19 -2 -37 38 -24 -17 -13 42 -42 -27 45 -8 47 -47 49 50 -43 -51
right_child=1 4 3 14 -6 -7 7 12 9 10 16 40 13 -15 -16 39 -18 18 20 -21 -22 -23 24 -25 -26 27 -28 28 31 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 41 48 -44 -45 -46 46 -48 -49 -50 51 -52 -53
leaf_value=0.033967431987348452 -0.0079703368098164532 0.021473478095814791 -0.061979363076799257 -0.030833851258639623 -0.0077203869661182853 0.027885367569003856 0.050800199446383448 -0.075741726797666997 -0.021586714737633076 0.13518272909104209 -0.088479651646355212 -0.0062150347208713153 0.08568906681032612 -0.056090285014948352 -0.013939053102661112 -0.0091378424038431293 0.033871629608108113 0.018531725862429852 -0.015719277665407014 0.071000052451326234 -0.19507922578274273 -0.13317725370566033 0.072662622736339028 0.060750547159251267 -0.079917412337154659 0.057141163882885072 0.049332247176670979 0.098247100614043306 -0.11925584023212672 -0.10581362617233939 0.019525549138476674 0.036804984253491206 -0.10385675741827466 0.017510559134985195 -0.13555452576709234 0.03676871035980895 -0.13817260765543768 -0.01808866840433691 -0.16195632435973703 0.10125210322822087 0.0032849604541489736 0.048515985999355998 -0.033429339871050408 -0.068376421491197742 0.0050473823462479396 0.040999110995710769 0.023850767565426576 -0.13763705036527921 -0.0096707628095340972 -0.11801178331275219 -0.037541272676688629 0.0096662691693946146
leaf_weight=2.4062233493295926 2.8970256737884474 5.639499686061753 0.17612922227999661 13.631653029887842 8.1431646017772419 4.4371097385310341 2.2642271446620721 0.24637198253185488 2.1028892982230927 0.28115544209868559 0.4718582424266059 60.237668207611591 0.80714559025000088 0.34469399317276839 29.627658683702293 0.26794675311248173 11.398165167868248 0.24553733685752377 4.8278051939305433 0.44232111770543348 0.082604320414247812 0.21870548704646342 0.058947903518858591 0.80125561798922607 0.91389860286290137 0.29332365021582518 0.21217497083762282 0.70036645270192821 0.10815055121202022 0.16668774088611815 4.9035686295301337 0.43734862470239455 0.34008476847520785 9.5905716952656785 0.21025711367837985 2.837232679343288 0.067717053985688724 10.948862217819622 0.20927903127994796 0.59283748929738067 4.7833001052003992 4.1673986497289688 2.6813533425429341 0.22507105192926247 47.95984356786559 0.13630712976828341 0.68250209392863326 0.2363693894330936 3.979385707943492 0.16404106631671567 0.89477407097001549 9.8907941776628778
leaf_count=1476 1677 3157 98 31086 5755 1473 917 34 764 132 211 37348 171 79 26988 117 9971 38 1847 96 7 75 65 149 142 151 191 394 58 57 3538 375 100 1807 27 1470 9 2301 38 372 3299 1111 1373 113 26555 43 605 126 2579 24 236 4295
internal_value=0 -0.010305 -0.0143058 -0.0177573 0.00423711 0.0030237 0.00244687 0.00614425 0.0110826 0.0213409 0.0259765 -0.0018172 -0.00587952 0.0430553 -0.0192732 0.0447521 0.0242601 -0.00786198 0.000990675 -0.0177135 -0.0247115 -0.0212547 -0.0207818 0.0279306 -0.0250229 0.0102751 -0.0455677 0.0156977 0.0572126 0.00683025 0.0104011 0.0031048 -0.0410625 0.014133 -0.0549444 0.0120198 0.0318834 -0.0204323 -0.109095 0.067395 -0.0028159 0.00489199 -0.00995066 0.00218962 0.00674759 0.0311567 -0.0111367 -0.0733978 0.0106977 0.0160645 0.0332274 0.00738074
internal_weight=0 63.8809 50.0982 44.2962 13.7827 196.51 192.073 102.868 72.9201 21.6408 19.538 89.2049 29.9483 1.15184 43.2593 1.03691 19.2568 28.7964 15.1755 13.6209 5.12912 5.04651 13.1786 1.04763 12.131 7.85863 0.684033 7.1746 1.24587 5.92874 5.76205 0.545499 0.858479 10.0464 0.455794 5.80198 2.90495 11.2171 0.268227 0.860784 86.7987 26.561 7.46465 0.518395 51.2792 3.31941 1.05518 0.372677 19.0964 15.117 5.06217 10.0548
internal_count=175120 70729 61817 58661 8912 104391 102918 51177 44301 16055 15291 51741 6876 250 58074 587 15159 6626 3801 2825 1929 1922 2729 183 2546 5188 402 4786 827 3959 3902 433 364 1872 65 3156 1479 2404 103 489 50265 12917 4672 264 28246 1691 774 169 8245 5666 1347 4319
shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=2 4 5 1 4 2 10 12 1 4 4 5 16 1 11 5 5 12 1 11 3 14 2 1 11 11 1 1 16 16 5 5 8 12 12 12 8 4 12 2 11 2 1 5 3 3 10 6 11 3 5 5
split_gain=0.515145 0.308675 0.390868 0.435893 0.350358 0.345521 0.284359 0.291175 0.24632 0.473188 0.36405 0.54654 0.292313 0.255797 0.391832 0.284733 0.358974 0.246462 0.242771 0.307696 0.241452 0.291915 0.309236 0.259045 0.24899 0.294566 0.377653 0.418281 0.357563 0.289889 0.333416 0.239428 0.340191 0.238974 0.278477 0.231469 0.303681 0.262866 0.22118 0.22071 0.242448 0.218974 0.207802 0.205606 0.237087 0.203137 0.201628 0.201445 0.262325 0.279056 0.210948 0.228852
threshold=0.0086150281131267565 1.4426100435252922 -0.23065246324621308 0.99746787548065197 1.3784032573962348 3.7900208553764976e-05 0.010595460883108978 -1.0937759313323416 0.063517853617668166 -0.93997239761108464 1.1223767698434177 -0.032888478161069608 -0.10525145034208606 0.0020293511915951972 -0.00059507799594784075 -0.24422103318275037 -0.25283513139932456 -1.2425817635814738 1.7931215552380312e-05 0.026465247270559194 -0.84225344337755803 -0.038012516736290726 6.4150719936151299e-06 0.99514770507812511 0.0031857837151002366 -0.035730202216644052 0.98228898644447338 0.95888358354568493 0.028786658285894908 -0.13455966034705283 -0.019477602761867878 -0.032888478161069608 -0.010856820961899464 3.3625990384464717 3.6192604361595944 1.4800094601524398 -0.0036843259607287227 1.2670013246311738 -0.81698731825927529 0.00060958159156143676 -0.017578764983679714 0.014725818298757078 0.99172669649124157 -0.26668670242864007 -0.69156034494153562 0.01007294812006876 -0.034897153497659879 -0.23076121420458814 -0.0019095310358554268 -0.2343193092383444 0.20551216358225227 0.21570584447894692
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 5 -5 -1 7 -3 9 12 13 41 17 14 15 16 -11 -2 -13 -20 23 22 -22 -9 25 33 27 45 31 30 -28 -29 -33 -24 42 36 37 43 -19 -31 -41 -12 -35 -7 -45 -27 -36 48 50 -50 -10 -52
right_child=8 6 -4 4 -6 35 -8 20 47 10 11 18 -14 -15 -16 -17 -18 38 19 -21 21 -23 24 -25 -26 26 29 28 -30 39 -32 32 -34 34 46 -37 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 -49 49 -51 51 -53
leaf_value=0.060017762787874331 0.013587277325747252 0.1199091933030452 0.018307229543701717 -0.030885611725179164 -0.19169570835399527 -0.0043541657154398863 0.054665832898316162 0.0068807371622177996 -0.017011353213564905 0.05950283960369887 -0.088570363673251606 -0.041726148728422452 0.0084260183161731748 -0.014059597065898405 -0.047823383126795967 -0.027692303411252495 0.39181718074609478 -0.051757772480674792 -0.021266689153139163 0.026457682967145253 0.025908920127211712 -0.029523638864166143 -0.037302461312616053 -0.067191342529038064 -0.084908676892762977 0.00047239618290583082 0.081959948362513357 -0.070398495821925866 -0.11982690711326936 0.0414628241136 -0.05132146110325745 -0.040174189563074614 0.073081449410664939 0.15639013255490974 -0.076096838051679078 0.027538616334666328 0.010507364536695155 -0.13097630113689798 -0.0034866358072821201 -0.083990012588639737 0.028188448162722327 0.02910996667790652 -0.0049711211879744097 -0.10522840112100543 -0.025365483453315654 0.07878479345814994 0.034757503680161096 0.0014733998277140583 0.032511578388604925 -0.011405772307902438 -0.17431780444492556 -0.048097116135727154
leaf_weight=0.94800929264056044 1.7892104620541429 0.17123386870662827 28.659008478437471 0.44376982425183165 0.18322608817834407 4.1132352111535484 0.83927756307093559 0.76944390523568174 3.1109643766631043 0.28129798140707862 0.14610926239401933 2.3478749422574747 22.13806218351192 42.105120444216197 4.5627026509023372 0.33857011393774872 0.02089801032707328 2.2090009965095305 3.644486279667035 2.1233133492678462 4.3709250051179103 3.3309091280789174 3.3183499774604739 1.1920256325247462 0.35290065317531016 3.8248642209873527 0.22110760150826536 0.66947551869088817 0.49378225527834718 4.4139584475778806 0.87264298302035814 0.64620169199042721 0.4242025806524905 0.18609424796886731 0.30137252461281605 2.2444819603524584 5.2965095551844579 0.19533595774555568 1.6593267148946353 0.29959182982565835 0.47546052783582116 5.4682007399478607 0.12948985394905321 0.45099680010207555 1.8958275054301337 0.3450606251717544 0.32251976628322154 84.546724355871532 1.8560134036852094 6.3346480704658452 0.15112364519154642 1.1978900460926523
leaf_count=184 956 77 21793 322 25 2085 138 102 1793 306 35 774 9751 49199 12572 964 26 1030 3675 1041 432 628 647 127 39 881 37 75 54 892 236 145 90 13 62 1438 2824 42 847 66 192 2813 30 96 834 99 70 50307 808 3457 16 417
internal_value=0 0.00617366 0.0113528 -0.00129079 -0.0818288 0.00213467 -0.00205512 -0.00384399 -0.00376733 -0.00757299 -0.012497 0.00183692 0.00324102 -0.0166561 -0.0375481 0.0349416 0.102777 -0.0170112 -0.0147467 -0.00367077 -0.00470768 -0.00204437 0.0022004 -0.0383316 -0.00381092 -0.00203555 0.00560767 -0.0114681 -0.0462079 0.0229953 -0.0235069 -0.0243241 0.00516518 -0.0247382 0.0195105 -0.00180017 -0.00734217 -0.0215375 -0.0311613 0.0328434 -0.0160753 0.0257803 0.0934147 -0.0178815 -0.0413819 0.00725654 -0.0194094 -0.000288374 -0.0120483 -0.00140569 -0.0315111 -0.0642993
internal_weight=0 72.4013 44.4304 15.7714 0.626996 15.1444 27.9709 27.1316 186.032 88.8342 61.0386 13.73 27.7956 47.3086 5.20347 0.640766 0.302196 5.65754 8.11567 5.7678 26.9604 24.9989 21.668 1.96147 17.2971 16.9442 12.6863 6.40359 2.23366 6.28276 1.09375 1.73988 1.0704 4.25783 0.939476 14.1964 11.9519 6.6554 3.86833 5.18901 0.775052 5.61431 0.315584 6.46006 2.34682 4.16992 0.623892 97.1974 12.6506 8.19066 4.45998 1.34901
internal_count=175562 34775 29643 7850 347 7503 5132 4994 140787 83989 71405 8338 12584 63067 13868 1296 332 2833 5490 4716 4917 4688 4060 229 3628 3589 2767 1344 364 1423 273 310 235 822 175 7319 5881 3057 1877 1150 258 2848 43 3015 930 980 132 56798 6491 4265 2226 433
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=1 2 9 7 7 16 8 10 1 11 12 3 2 6 8 9 11 7 9 2 2 12 2 9 7 16 6 3 11 8 16 6 16 7 1 12 16 0 12 12 1 3 12 0 16 16 16 8 6 1 10 11
split_gain=0.488072 0.302735 0.260892 0.284777 0.231009 0.358567 0.333844 0.218529 0.302969 0.250665 0.274644 0.209393 0.202586 0.201297 0.200501 0.242145 0.192404 0.182197 0.232399 0.175297 0.219683 0.268128 0.16953 0.167758 0.25703 0.213457 0.213349 0.328357 0.209864 0.18703 0.228071 0.206007 0.175919 0.171101 0.34864 0.377086 0.287233 0.207831 0.182136 0.204906 0.249494 0.185421 0.215679 0.170442 0.168263 0.167979 0.164522 0.163145 0.162481 0.162312 0.161459 0.220951
threshold=0.12695293128490451 0.00054774445015937101 -0.00014485042846145701 0.049495041486937251 -0.022906355511853865 0.029694583797120064 -0.010598565595304548 0.010074584722847434 0.91738355159759533 -0.011354369883656758 -1.2944458530939629 0.00069951289333403121 0.0090633924119174498 -0.26560925171322719 -0.060126103251436185 -0.092699848737785223 -0.11020958995703363 0.0048776272886290545 0.0084342473996235085 0.11248610541224481 0.9987354874610902 0.63437766494979986 0.023357974365353588 0.030244070065287666 -0.040949876679142537 -0.2324427326205811 0.47231982214941831 -0.050257705152034753 0.0016823330444381147 0.023292114407610566 -0.068454629610991011 0.37462923573777274 -0.12539173817923868 -0.0043064245770114669 0.99746787548065197 0.34572619634063589 -0.036156151813864314 0.0029740806203335528 3.1709702635614669 -0.93601063383107641 0.2793413400650025 -0.066694932640530155 4.0157232283915993 0.0010833700653165581 0.02610170823237801 -0.16670182101351458 0.036178846586146889 -0.019746654435455219 -0.40692915417685732 0.0022219853708520536 -0.032650637605827676 -0.022916011465270052
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 16 -4 6 11 14 9 10 -9 12 -6 -10 -2 -16 -3 -12 -19 -8 -21 -22 46 26 44 -26 33 -28 29 32 -31 -32 45 34 38 -36 -37 -38 39 40 43 42 -40 -17 -25 -27 -11 -46 -5 -18 -41 -52
right_child=7 2 4 48 5 -7 19 8 13 22 17 -13 -14 -15 15 23 49 18 -20 20 21 -23 -24 24 25 28 27 -29 -30 30 31 -33 -34 -35 35 36 37 -39 41 50 -42 -43 -44 -45 47 -47 -48 -49 -50 -51 51 -53
leaf_value=0.039980388913583131 -0.029001001093442821 0.072300963974939542 0.012957092812219996 -0.14418145691884485 0.0015040245094525909 0.005369902645506951 0.00036769711536768182 0.070044427989291461 -0.097649285215778314 0.072457722066924732 0.010339422292967831 -0.0046448973464223242 -0.050834081267298686 0.058020970578468091 -0.097379820914289539 -0.10011791508767787 -0.02173296960823828 -0.010943480128408014 -0.086394316237455845 -0.018575901267348364 -0.073631790615098572 0.14214403658502334 0.009317145449294047 0.078230129773845858 -0.069403513856634472 0.046927248875783353 -0.070034429066014231 0.030009666732718539 -0.017518799753920344 0.047965762086438657 -0.075507536007304782 0.042148382275277445 0.054760253080620991 0.0056564001111576862 0.07895396933571508 0.015111604042564123 -0.0076960164869167326 -0.18793254887293234 0.035210748795648464 0.025226073670734667 0.037851898174823068 0.074468148021440153 -0.078825595463047488 -0.00077573527997620894 0.075103875539007714 -0.066918723797219332 0.016197187010482301 -0.055745999568474452 -0.031572899596601547 -0.0064231625066018053 -0.041219816571216594 -0.0073443958460996314
leaf_weight=1.4890898922594704 1.9407505513372587 0.28013285420456568 10.233797463125027 0.11681079974732744 0.91046740702221995 27.737203706643811 19.91123900351932 0.31675263832221423 0.071175487886648958 1.0061962834442959 0.87127611700634533 2.3737102690982965 3.8994782907529952 1.9846971614933853 0.22065820897478161 0.17071191429205201 7.8772876074137903 0.88766802539612377 0.74767236192928976 9.3019709126041867 0.071304639744995124 0.16354080717792385 4.5536936437183613 0.99510861229282432 0.31001376950007387 0.23538311255106237 0.93448814724069962 0.48813853498722781 1.4977462381666553 0.44580984837830329 0.49957890939913319 0.19571918872679817 2.0274193823042879 65.858369350695341 0.11525201248878048 0.1317806324477715 0.08127523687107896 0.31247021167473576 0.51813633423807914 1.2314583855004553 2.2591568227890093 0.58897348018581286 0.22262495003815275 2.0882107474799341 0.14528553150012158 0.24893729950417753 1.0825290646625942 0.21202248278495972 3.8363042236742322 56.686177637261437 2.2261815936753999 13.66595357648502
leaf_count=910 673 156 6174 12 458 22127 13473 155 29 535 355 2389 1845 931 65 38 9304 463 295 14471 52 190 2315 215 89 68 438 350 503 118 145 65 752 37550 71 102 33 48 193 435 1321 227 27 1284 41 77 545 57 1920 42924 598 7951
internal_value=0 -0.00461433 -0.00508226 -0.00952314 -0.000985705 -0.00320536 -0.00969793 0.00418862 0.0172183 0.00961471 -0.0152807 -0.0289995 -0.0409577 0.0518487 0.00268263 0.00331564 -0.00792879 -0.026476 -0.0459918 -0.00497495 -0.0161096 0.0760636 0.0202089 0.00356054 0.0186749 0.00892716 0.00242423 -0.0357596 0.0138621 0.0267513 -0.00675938 -0.0421658 0.0419166 0.00303828 -0.00426286 -0.0760128 -0.111455 -0.152649 -0.00220478 -0.0044223 0.0144836 0.0334722 -9.49165e-05 -0.00899903 0.0574131 -0.0118833 0.0436783 -0.00151318 -0.0355245 -0.0082965 -0.00942039 -0.01213
internal_weight=0 144.889 143.399 68.7967 74.6027 64.3689 36.6317 111.389 11.5217 9.46579 2.82337 7.18366 4.80995 2.05587 99.8676 97.9269 64.8436 2.50662 1.63534 29.4481 9.53682 0.234845 6.64242 97.7062 6.81302 5.46061 90.8932 1.42263 5.15059 3.65285 1.14111 0.695298 2.51174 89.4706 23.6122 0.640778 0.525526 0.393745 22.9714 21.6417 4.51808 1.32973 0.740761 2.25892 1.35242 0.48432 2.08873 0.357308 3.95312 64.5635 17.1236 15.8921
internal_count=175562 116405 115495 54316 61179 55005 32878 59157 5623 4663 1268 4692 2303 960 53534 52861 52384 1113 758 28186 14713 242 3395 52796 2130 1817 50666 788 1728 1225 328 210 897 49878 12328 254 183 81 12074 11627 2643 447 220 1322 313 145 1080 98 1932 52228 8984 8549
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=2 8 4 2 6 6 6 10 1 4 11 10 11 14 10 5 2 9 4 5 5 4 7 8 5 14 8 11 5 5 4 11 7 9 8 2 14 7 5 11 2 5 5 16 10 5 10 2 4 14 9 1
split_gain=0.545946 0.334107 0.360974 0.436352 0.323174 0.321836 0.286669 0.281446 0.368591 0.273456 0.269017 0.351571 0.309843 0.278024 0.260458 0.249082 0.266927 0.243106 0.241594 0.33675 0.277893 0.249204 0.237901 0.211674 0.209875 0.228792 0.425195 0.255515 0.203082 0.20126 0.229246 0.218347 0.196546 0.195482 0.193405 0.190323 0.188632 0.20443 0.18806 0.201761 0.18118 0.178194 0.232101 0.212692 0.342463 0.197437 0.249519 0.175119 0.209073 0.236647 0.568457 0.332332
threshold=0.086078822612762465 0.069906911738780761 -1.114348466236623 0.05257075838744641 -0.40692915417685732 0.54003298406869182 0.5152181269705628 0.018620164488216122 0.027696552686393264 -1.2030856900351179 0.0027528259053434061 -0.041070566236312618 0.0019485605274442938 0.078226296024420966 -0.010812001447056659 0.43911870977164019 0.026680662296712402 0.00044421872295553888 1.3063637706070601 -0.035546418998576856 -0.57300085091949871 1.3509307227589595 0.038555664038876607 -0.0021132211536046292 -0.51487443995467141 -0.71898946181928192 0.0012401930856608197 -0.11020958995703363 -0.25715985024911231 -0.51487443995467141 -0.2812968122574106 0.011960286234771179 -0.011675039235198175 -0.011516145901377128 -0.069534295885257016 0.16978688538074496 0.12730462656708907 -0.08263615226086797 0.29415877999727241 0.044722834351854604 0.99431526660919201 -0.25961136290894576 -0.046374486540680666 0.10156281721815889 0.027728960825754104 0.41414513503250189 -0.027383702586248768 0.057648966088891036 1.1834401563996646 -0.21404134810572037 -0.004871144671092122 0.08274825289845468
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 5 -5 6 10 23 -9 17 12 28 41 -14 -13 -16 22 34 20 21 35 -20 -17 47 -25 26 -26 -27 -12 -10 -31 -32 -18 -33 -2 -11 37 -6 -30 -40 -23 -1 -43 44 -44 -45 -47 48 -4 50 -50 -52
right_child=9 -3 7 4 36 -7 -8 8 29 18 11 14 13 -15 15 16 32 -19 19 -21 -22 40 -24 24 25 27 -28 -29 38 30 31 33 -34 -35 -36 -37 -38 -39 39 -41 -42 42 43 45 -46 46 -48 -49 49 -51 51 -53
leaf_value=0.013057086679298871 -0.094401516879406733 0.032812119810784454 0.0048081786145010704 -0.066841990516068248 0.058683337385382964 -0.16940054504018287 0.13571933643697714 -0.020270918468701604 -0.035146934972339818 -0.010289346423963423 -0.0066788210591229025 0.035585193982443052 -0.045046818750606767 -0.17741732717741759 0.0085230941432023876 -0.12071058274712945 -0.082444380082449226 0.029197801192579104 0.12358923474242373 -0.010251917945635396 -0.014477816490496023 0.026436808185190699 0.017071712364475154 -0.026279419180386655 -0.082671619948448696 -0.11870354856448476 0.093686463683932381 0.007801095735835005 -0.1072652708644844 0.04928287817314244 0.025094695213910053 -0.11853336729856941 0.017975119861464505 0.0077107889310406453 -0.001684816768239433 0.071181192175252178 0.046677221604426306 0.0030320338049935284 -0.056276009012065378 0.11842809846581288 -0.027669891810518502 -0.081415639792311159 -0.021658123087907946 -0.016162342464701468 -0.090930858862443384 -0.10920984339458278 0.072144147718718535 -0.016176635921496089 0.044279766642501217 -0.016406537360402412 -0.14165628729750127 -0.0066965791558423462
leaf_weight=1.3009284140425759 0.22628845015788135 3.6474333075420864 46.901596518209118 0.52494581406608531 0.69615275280375399 0.11800490558380161 0.10846481402404506 1.7264138044829431 0.42283899633912359 0.50756610181997419 0.79351244581630453 2.1282142158706847 0.52616368739472896 0.22172766456242243 3.9150941768821195 0.48537251761445066 0.23712628123030288 3.5750432567456301 0.21773533870145811 8.0589296628295397 44.89249028263896 3.8859991597782937 0.16158157488098368 1.8004769809322159 0.15566363298421393 0.14251471547322481 0.67739253015861323 66.317296446825566 0.60563793401524868 4.2952507230920665 2.330964974331438 0.20166056619927986 0.81343700469005842 0.27385834544293164 2.9124433360184403 0.62994138091016794 1.3717690213507001 8.8124825674904042 0.23388816519582178 0.072200829803477973 0.72060421113565087 0.69108445299935084 6.0417968444699 1.2095443299845099 0.79554718135113933 0.070636248827213421 0.60053010787305527 6.4279761876717307 2.6097694322052121 12.017205914069562 0.1700640410854265 6.7043647910650179
leaf_count=385 125 1111 31776 224 187 7 4 1039 145 213 266 683 172 35 1346 89 71 1551 185 4978 62087 1170 38 578 49 39 174 42279 138 1799 1391 80 222 173 1807 409 610 3556 68 15 349 214 2201 382 181 16 184 4891 688 3457 19 1419
internal_value=0 0.00291246 0.00232216 -0.00724128 0.00851316 -0.0157449 -0.0147409 0.00435412 0.0212451 -0.00767034 -0.0156351 -0.0031305 -0.0259235 -0.0874667 0.00594974 -0.00536364 -0.0371504 0.0114297 -0.00984975 0.00225234 -0.0132365 0.0231017 -0.0867575 0.00326597 0.00725629 0.0081602 0.0597041 0.00749848 -0.0439895 0.0307954 0.0347988 0.0124623 -0.0056756 -0.0481466 -0.00885826 0.0352253 0.0122509 0.00720728 -0.0757212 -0.010869 0.0178999 -0.0214894 -0.0262814 -0.0217557 -0.0299309 0.0079676 0.0507554 -0.000419238 0.0010653 -0.00709641 0.00470878 -0.0103884
internal_weight=0 189.359 185.711 32.5358 11.4054 21.1305 21.0125 153.175 9.25099 65.627 20.904 9.44607 11.458 0.747891 7.74083 5.61261 1.69752 6.71378 58.9133 12.8833 46.03 4.82434 0.646954 143.924 69.0933 67.2929 0.833056 66.4598 1.70524 7.52457 7.10173 2.80648 1.05056 0.475519 3.13873 1.13751 10.8804 9.50864 0.911727 0.306089 4.6066 10.7101 9.40914 8.71805 6.83734 1.88071 0.671166 74.831 68.403 21.5014 9.4842 6.87443
internal_count=175275 102401 101290 11294 4577 6717 6710 89996 4627 72874 6706 2936 3770 207 2449 1766 420 3483 69391 6682 62709 1704 127 85369 43119 42541 223 42318 487 3588 3443 1644 293 253 1932 622 4353 3743 221 83 1519 3563 3178 2964 2382 582 200 42250 37359 5583 2126 1438
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=0 1 12 0 8 12 16 3 13 12 7 13 15 1 15 7 0 5 0 5 15 9 7 5 16 13 1 8 1 9 8 12 12 15 1 0 5 9 14 16 3 5 13 3 8 5 1 1 14 5 5 15
split_gain=0.450921 0.290984 0.351567 0.321875 0.271936 0.324536 0.395807 0.387438 0.513503 0.270293 0.253294 0.250676 0.250153 0.25126 0.250692 0.240698 0.232104 0.257099 0.229112 0.422806 0.700299 0.285228 0.21732 0.302458 0.258579 0.24159 0.270763 0.241464 0.224252 0.218266 0.280304 0.272623 0.396353 0.232762 0.226182 0.215554 0.658253 0.209068 0.264975 0.251407 0.429617 0.267996 0.205756 0.203149 0.23924 0.200771 0.20001 0.262085 0.199772 0.199747 0.196216 0.193859
threshold=0.0026918498333543543 0.99514770507812511 -0.29624285327850775 2.1106557142047681e-05 -0.012316605157258938 -0.2655837650095641 0.0071509752965029502 -0.32385599281406025 0.032895076724397405 -1.3536785404321174 -0.043515037873827545 -0.016936503036411369 -0.092055131366539075 0.99604648351669323 -0.056595407164148556 0.020529149869724195 0.023700822144746784 -0.52821417683806626 0.00010804989506141284 -0.043954683045792871 0.021112366706508841 0.0029730782110547623 0.0023202740588553644 -0.29145459327956713 -0.035195091203628508 -0.11103055202177824 0.050650639459490783 0.029064736241238062 6.3125016822596089e-06 -0.024246597109299852 -0.0037964529080226151 3.3625990384464717 3.6192604361595944 -0.37949755913618061 0.22324229031801227 0.3650593906641007 -0.24422103318275037 0.0055026920038385553 -0.57988805162026513 -0.036156151813864314 -0.7672425290220416 -0.14272092928314078 -0.094825158311857796 -0.070841645821928964 -0.0012647459207589253 0.31586222089366528 0.99870431423187267 0.99604648351669323 -0.071254454474588932 0.13414310810871274 0.29246365607829233 0.0074383779691321993
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 9 45 -6 12 8 -8 -1 16 -5 -7 14 -14 18 -2 -18 19 48 21 -21 24 -24 37 -26 27 42 -25 34 31 46 -33 -32 43 -35 -37 38 -12 41 -41 -40 -27 44 -30 -4 47 -31 -13 -17 -10 -36
right_child=10 2 4 11 5 6 7 -9 50 -11 22 15 13 -15 -16 49 17 -19 -20 20 -22 -23 23 28 25 26 -28 -29 29 30 33 32 -34 35 51 36 -38 -39 39 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.078457749920826825 0.036231032745022186 0.080817698973978502 -0.10330111256250814 0.022417038825484899 -0.13320707074783986 -0.10953299207821553 0.079424037492175359 -0.11857156793005846 0.0058048125542533796 0.048841328510615567 0.0955167188558005 0.05421539702428229 0.13279510186431101 0.040168860675654235 -0.085039142049410127 -0.040246450154996574 0.07055963743065867 0.00066408002273835216 0.013754765842181172 0.062663920485811972 -0.14043382477272578 -0.073762924752870121 -0.013754306393942895 -0.065718798342607507 -0.011371936015696931 0.033821070711900846 0.008034217950035066 0.050452987219603201 -0.0058489609249926331 -0.0069153798265998963 -0.059493163964540477 0.12276903307565067 -0.0011398928158966801 0.0081163478488864137 0.059083208545104696 0.15151323477420864 0.012338728109776816 0.00011481245317236256 0.00075011220959875083 -0.19287863366149419 -0.011140798540510812 -0.02137809453526884 -0.014226545862626117 -0.010202770228860215 -0.084496304355192758 0.011240813912483102 -0.14372396042003319 0.054674139921855824 -0.043361948545373105 0.024058239218139963 -0.11655367450338937 -0.019397930228474979
leaf_weight=0.15999558720704987 3.0652295580766795 0.37111618149901904 0.54838230297355028 10.978995424646657 0.17952164134294424 0.12295177731721185 0.38213494131014158 0.45570336854143512 0.21081437500833999 3.3794465848177451 0.19384393172174696 0.71201144640008363 0.047222367449649028 2.194477218567954 0.29606809729011718 1.9878681929731095 0.54094862105557595 9.1117353772619918 11.617506092985421 0.39335912807837548 0.56277463208243717 0.22712247200070124 12.141636728708361 0.45427625674346828 17.521738224605258 0.93731299804130586 29.618772406671894 0.64966831403762704 0.65112519411559333 24.818794618206031 0.4783654944421788 0.3935047366294373 0.69302006996531418 54.39487678745958 0.68240044378035214 0.41006875540824728 1.6733839420590459 10.873125823108067 7.390720047078509 0.20079535550394212 0.32740565223866624 21.064052141113507 13.569521556860476 3.6755583950753126 0.94524968934638287 0.20532707939855754 0.087103532838226694 0.69322956661926483 0.27941984894187066 0.62326059830047587 0.32200118887703866 0.55963870098275947
leaf_count=38 1024 180 125 3719 14 29 51 109 118 581 70 263 4 561 81 812 272 5910 5141 78 75 33 8261 146 20152 1074 18758 451 234 14240 234 105 208 36332 335 215 2392 8551 8162 3 335 17043 14955 2452 297 29 39 284 109 214 24 353
internal_value=0 0.0106982 -0.0108408 0.0144189 -0.0179537 -0.00791974 -0.00178593 -0.0451121 -0.00697783 0.0427273 -0.00134368 0.0107346 0.020683 0.0277026 -0.0500608 0.0028998 0.0123409 0.00470237 0.00817625 -0.0214963 -0.0614586 0.012069 -0.00219323 0.00105545 -0.00545439 -0.00142322 0.00247291 -0.00839169 0.00304221 0.00340144 0.00477539 -0.00368033 0.0449773 0.00873702 -0.014206 0.00933327 0.0407707 -0.0117214 -0.0161298 -0.016934 -0.0842191 -0.0156337 -0.0110849 -0.0232438 -0.0528313 -0.0725528 -0.00577502 -0.0052053 0.0264381 -0.024839 -0.0695032 0.0239441
internal_weight=0 36.2575 5.33572 30.9218 4.9646 4.21089 4.03137 1.37065 0.914951 3.53944 217.817 27.3823 2.66072 2.53777 0.34329 16.4033 12.7179 9.65268 13.7922 2.17469 1.18326 0.620482 205.099 102.752 102.347 62.297 44.7753 15.1565 90.6106 90.1563 83.6423 26.6857 1.08652 56.9567 6.51397 56.4783 2.08345 40.0499 29.1768 28.983 0.528201 28.4548 14.5068 5.27193 1.59637 0.753709 25.5991 25.512 0.991431 2.61113 0.532816 1.24204
internal_count=175275 12388 1325 11063 1145 991 977 302 193 619 162887 10444 675 646 85 6725 7206 6182 5699 558 186 111 155681 66127 89554 55390 35238 16480 57866 57720 54049 14876 313 39173 3671 38939 2607 34164 25613 25543 338 25205 16029 2983 531 154 14563 14524 372 1026 142 688
shrinkage=0.1


Tree=72
num_leaves=53
num_cat=0
split_feature=2 1 4 11 2 11 10 10 15 4 4 9 7 9 12 16 11 14 10 2 12 4 7 4 13 1 12 13 14 13 16 12 14 9 16 10 10 14 13 14 16 12 16 4 1 12 12 2 10 14 1 15
split_gain=0.311442 0.82287 0.339566 0.356537 0.345422 0.320548 0.497009 0.439838 0.325208 0.342339 0.344677 0.283358 0.284914 0.273063 0.266557 0.25982 0.279923 0.243175 0.269174 0.261809 0.242365 0.210081 0.20429 0.235485 0.428406 0.331128 0.264709 0.214359 0.223654 0.213248 0.203292 0.278475 0.191574 0.1884 0.179057 0.227868 0.177932 0.200296 0.177586 0.331246 0.228357 0.267209 0.176817 0.345439 0.241528 0.219886 0.327815 0.221453 0.276544 0.172275 0.171577 0.16547
threshold=0.00060958159156143676 0.99746787548065197 0.20896190742025919 -0.0097230407060868353 6.4150719936151299e-06 -0.0079989449794417734 -0.0041719400692800711 -0.0071728320251389062 -0.061991140451041683 0.33460153012234378 0.321143775935744 0.0020049602309970336 -0.0043064245770114669 0.0019202759783376498 -0.45417473451714513 0.39628926895858957 -0.081844389534063089 0.22559117873568671 1.0000000180025095e-35 0.91972988843917858 -0.48142428603512782 1.3063637706070601 -0.072782934756670484 0.38508148486909094 0.71890071908979436 0.0012616979656741025 1.4069788110808166 0.2144560673269533 0.089142990144944742 0.21007042740092732 0.080309526290124875 1.1024854814025207 -0.71898946181928192 -0.0069801902598143045 0.20122389588768202 -0.0011486212825207217 -0.019199522720197187 -0.12739418188521143 0.25303577970541929 -0.14726599441421717 0.13499252675859966 1.1024854814025207 -0.031571292459978688 1.7185477759807217 0.99870431423187267 0.99486491195478044 1.2788398778162235 3.7900208553764976e-05 0.00068870549654612622 0.016566413171062097 0.85411870479583751 -0.1294375574701104
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 14 4 -4 6 7 21 9 10 -7 33 -13 -9 20 17 -17 18 19 22 36 -5 -2 26 25 -25 -24 29 -29 -28 51 34 -20 -11 35 -32 -1 -38 40 -40 -16 -42 44 45 -10 49 50 48 -48 -44 -47 -6
right_child=1 -3 3 5 30 8 -8 13 42 11 -12 12 -14 -15 38 16 -18 -19 32 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 31 -33 -34 -35 -36 -37 37 -39 39 -41 41 -43 43 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=-0.045694078116587537 0.019457799415111166 -0.14736250323582453 0.040925230731800176 0.075240187448773727 0.044215446727015495 0.04713326317583498 0.025017737901714493 -0.039130363360314321 -0.016892411756412245 0.033331019615327286 -0.32748920549294308 -0.082000530859685783 0.080875412525293719 -0.19731684885298495 0.05969649087052406 -0.1443863472817348 -0.024017541504794987 -0.013633717282025854 0.081577743974555833 -0.039027975734738735 -0.12366154801942671 -0.057248139160965265 -0.0045863234725598365 0.083258625428770577 -0.12760094304737379 0.0057906644460358845 -0.03019038844673257 0.037419734256568145 -0.07481891100885936 -0.16215620684112531 -0.14338002424734145 0.047261871244478504 0.003213449451271454 -0.062726420371082697 -0.00066943333397615477 0.0071882517769877004 0.052528775025563017 -0.014585943344837754 -0.036170710750788884 0.055167099871265002 -0.13874238363328373 0.095986141342834286 0.060338697508402928 -0.061269826570996458 0.09133811479113238 0.064732996882653326 -0.051717576438198999 0.058981198654515288 0.057523792399607178 -0.034983555757134834 -0.11365327980467804 0.0048263012327804449
leaf_weight=0.46938529829822129 3.8199108770822923 0.37108961897229065 3.4715768619025775 0.13480699677711516 1.1812393415129907 0.030439053892221124 0.61678458750520704 0.16652392315518216 3.3877368789399021 0.22864440602643332 0.058286620260332711 0.13259478217514697 0.37016407380451699 0.36819188172376016 3.1769072221250094 0.21946065976953821 1.1040270377698096 15.220374746919559 0.29547728092438674 2.0617041810801302 0.13153444973431749 0.55992133975814795 78.952739914524102 0.5532379315191126 0.21735751551022886 16.683474980533447 5.4397990450820535 0.87289142915869866 0.20465159264858812 0.10883440419365786 0.35358400944642199 0.27263901411652114 90.768437570974328 1.3485881295491706 0.25963822450466978 0.13560982733542803 0.97389975233818449 0.79514323556486444 0.72925441101688193 0.83165866324452487 0.11201157636605774 0.062093529326375574 1.8893392063678267 0.4649758665182161 0.2020667128772401 0.053775894855789708 0.59681189931325185 0.85142939169509191 0.35489603303358308 0.19911940530982963 0.27966811209989828 9.7235388297767695
leaf_count=197 1533 67 353 143 268 62 304 116 1457 112 5 32 141 24 1548 32 602 14369 123 3328 29 122 49562 530 81 14431 4364 685 98 30 79 96 72938 421 35 56 495 432 326 356 35 25 791 121 123 29 114 669 62 111 93 2981
internal_value=0 -0.00199111 0.00817559 0.00311592 0.0132483 -0.00957461 -0.0477787 -0.0841368 -0.00275507 -0.0370625 -0.212437 -0.0278624 0.0365992 -0.15087 0.0273633 -0.00173001 -0.0456096 -0.00145644 -0.000528513 -0.00388294 -0.000195284 -0.0303163 -0.00319851 -0.00404166 0.00653955 0.00835948 -0.00620063 -0.0253724 0.0152433 -0.0332832 0.00514354 -0.0371362 0.00348343 -0.0485873 -0.0682439 -0.10284 0.00796771 0.0225157 0.0406134 0.0125668 0.0535437 -0.0539015 0.00629056 0.0190449 -0.0103844 0.0281012 0.00545113 0.0224676 -0.0106763 0.0510341 -0.0830816 0.00915741
internal_weight=0 216.893 34.9745 27.6926 15.3978 12.2948 1.84623 1.22944 10.4485 2.16872 0.0887257 2.07999 0.502759 0.534716 7.28189 216.522 1.32349 215.199 199.979 108.915 2.36996 0.694728 106.853 103.033 17.4541 17.2367 85.5789 6.62618 1.07754 5.54863 11.9262 1.02147 91.0639 1.57723 0.748832 0.489194 2.23843 1.76904 4.91193 1.56091 3.35101 0.174105 8.27982 4.69002 3.5898 4.22504 2.13658 1.80314 0.951708 2.08846 0.333444 10.9048
internal_count=175136 162773 12363 8920 3868 5052 709 405 4343 773 67 706 173 140 3443 162706 634 162072 147703 74642 1153 265 71314 69781 15042 14961 54739 5177 783 4394 3515 266 73061 533 170 135 1124 927 2290 682 1608 60 3570 1990 1580 1869 967 845 176 902 122 3249
shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=3 6 0 6 1 1 6 3 13 6 1 1 4 0 4 7 11 16 6 6 4 6 16 16 5 8 13 13 0 7 11 5 6 5 8 3 3 1 8 5 11 11 3 16 13 9 7 11 4 9 9 9
split_gain=0.438603 0.231189 0.316877 0.298496 0.27638 0.240503 0.216333 0.355431 0.319818 0.244141 0.22053 0.274006 0.215964 0.34907 0.209267 0.209221 0.203068 0.333102 0.377154 0.220595 0.216451 0.205593 0.201539 0.234626 0.188644 0.18855 0.185452 0.178871 0.28813 0.310225 0.311386 0.313245 0.249385 0.226203 0.220249 0.2165 0.212366 0.183616 0.742905 0.333485 0.29505 0.273476 0.268431 0.384778 0.247274 0.199758 0.192833 0.185707 0.237923 0.183606 0.206395 0.228564
threshold=0.040246119722723968 -0.069500677929783941 0.068941619247198119 -0.016232804356215876 0.96467843651771557 0.19520585983991626 -0.15364864388540878 -0.45494346547548042 0.0076327699595876959 -0.24580242787796353 0.86834022402763378 0.97902131080627453 1.4178856183068673 0.065710432827472701 0.46037651743077934 -0.025710316691891666 -0.049335675758775017 0.017737455062682862 0.25677009137408041 -0.083514979269773429 0.0092771694842142486 0.14740882368632133 0.062305936407725422 0.063540432307320871 -0.37108778954159743 -0.10829520313031175 -0.19083333495101021 0.2144560673269533 0.052969826385378845 0.019198010867284409 -0.02600958795969267 0.088648492184895608 -0.021949170119785786 -0.52821417683806626 -0.0066525334699391514 -0.54248162104340725 0.027742709964513782 0.99604648351669323 -0.017332447488274217 -0.0085661451899147947 -0.0094557942362046617 -0.00075890789683626396 -0.69156034494153562 0.162537349573983 0.10358920759714171 -0.0031598265790341597 -0.0045806362162540944 -0.0044957652959935522 0.12703540692079715 0.010927818336467542 0.0052493540059921949 0.0055026920038385553
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=6 2 -2 12 5 -4 7 8 10 14 24 -12 -3 -14 -10 25 17 19 21 -8 -21 -19 -9 -24 -1 -5 -15 37 29 30 35 32 -32 -34 -31 -29 49 42 46 47 44 45 43 -18 -41 -42 -39 -40 -49 50 -33 -52
right_child=1 3 4 15 -6 -7 16 22 9 -11 11 -13 13 26 -16 -17 27 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 34 31 36 33 -35 -36 -37 -38 38 39 40 41 -43 -44 -45 -46 -47 -48 48 -50 -51 51 -53
leaf_value=-0.087712756543552262 -0.066277942731862008 -0.002165157801091212 -0.011997581086810039 -0.091136825074923378 0.058625012794955425 -0.051291353652506602 -0.099144623966127776 -0.000171546702122747 -0.010992015963453408 0.040856858564921349 -0.056818992678660564 0.068215047653909178 0.17964386051700479 0.063495095774086824 0.14541906046667757 -0.012832540801482308 0.025000881884077564 -0.018975833876219095 -0.078888848452498259 0.026348685689788088 0.084602639978977934 0.062830011760037871 0.10978039854746538 0.013170556688138647 0.071795023894181298 0.014337889050256153 0.010977582830624527 -0.095565830476154467 0.026582159442973964 -2.4407358767746833e-05 0.024340384066910397 0.030354092965622533 0.08779755164520163 -0.012946105179527682 -0.03905002001837727 -0.012138694484336642 -0.10266697711975266 -0.16335731684440991 -0.012716971715622938 0.05295068096552466 0.05305422241819692 0.02890156694708786 -0.0028996720296947062 -0.09748742013586971 -0.065578662786647132 -0.1128027262554407 -0.019308727121908276 -0.085925890428691379 0.061177152808381208 0.080284154136142968 -0.18355397414037486 -0.0060668747957025471
leaf_weight=0.062304945855431337 1.2198099336164911 3.8481858895684118 15.222647278010305 0.15859948786965095 0.49376621765531936 1.7210282080031891 0.094032141041680339 31.277923763871513 2.9038482647083588 1.7018021627518463 0.35626047519144766 0.31237417159536562 0.1361072325962599 0.90706888570275701 0.070555918027821352 20.882013723285581 5.4677061871525998 0.67221525037257357 0.58373733604094002 2.0430293763856748 0.92817819995343587 0.53897704387418344 0.24007092539250052 11.094270755003889 2.2848962602329257 4.5547161855788572 2.5020377339096735 0.40946612072366395 5.5862896746167499 3.0086112913813849 3.0377288808922547 5.7144730022416175 0.21279788651737241 6.9717988325714826 2.7671035643434143 1.1692019948386647 0.10586615152897128 0.40789862891324447 0.96014138326881981 0.46431920106988389 0.069900002266876871 0.20384358501905708 103.31638176991635 0.25192520693781251 0.25997081392779364 0.75892732673128194 0.12547648835970893 0.10717667010976617 1.0463922519074911 0.64486513660267508 0.067977763963426585 0.48583153212894103
leaf_count=39 1173 6084 20602 83 292 1305 29 16823 974 993 114 71 34 318 17 24477 2317 226 314 691 366 134 76 5500 752 4284 874 93 3652 1393 3085 2529 54 3820 1241 382 42 50 604 123 94 88 67545 91 101 275 70 59 444 176 9 154
internal_value=0 -0.00846127 -0.0173526 -0.0034261 -0.0138667 -0.0160379 0.00188079 0.00754719 0.0273063 0.0108559 0.0526025 0.00184599 0.0142508 0.0319924 -0.00644844 -0.00853849 -3.95947e-05 0.0200263 -0.0141012 0.039977 0.0449376 0.0178059 0.00397063 0.0153838 0.0669399 0.010463 0.0252053 -0.000720995 0.00611857 0.00145511 0.00767781 0.0115795 0.000401396 -0.00975502 -0.0187831 -0.0345924 0.0278174 -0.00254141 -0.0225188 -0.0070211 -0.0390163 -0.0728881 -0.001731 0.0193234 0.00986041 -0.0980029 -0.131169 0.0196766 0.0464244 0.0300711 0.0246951 -0.0328339
internal_weight=0 51.646 18.6573 32.9887 17.4374 16.9437 198.787 50.3043 7.69204 4.67621 3.01584 0.668635 7.3934 3.54521 2.9744 25.5953 148.482 4.86017 1.79493 3.06524 2.97121 1.21119 42.6123 11.3343 2.3472 4.71332 3.40911 143.622 30.182 24.5957 18.82 17.2413 10.2223 7.1846 5.77571 1.57867 7.01901 113.44 4.40405 3.87067 1.75696 1.03267 109.036 5.71963 0.72429 0.828827 0.533375 2.11371 1.15357 6.91315 6.26828 0.553809
internal_count=175136 59526 23372 36154 22199 21907 115610 25359 2960 1984 976 185 7310 1226 991 28844 90251 1760 674 1086 1057 360 22399 5576 791 4367 1192 88491 16630 12978 10344 9869 6959 3874 2634 475 2910 71861 1908 1788 681 457 69953 2408 224 369 120 1107 503 2868 2692 163
shrinkage=0.1


Tree=74
num_leaves=53
num_cat=0
split_feature=1 0 3 13 3 14 14 10 15 10 2 10 16 10 12 0 10 11 12 1 15 11 3 13 0 14 3 14 16 12 16 8 8 0 16 15 15 10 8 12 0 12 11 16 16 3 12 10 12 16 11 10
split_gain=0.475259 0.41643 0.42919 0.283271 0.251156 0.254172 0.249216 0.247451 0.234245 0.315273 0.297574 0.315855 0.269406 0.254192 0.219153 0.219042 0.201361 0.204469 0.1984 0.189402 0.16734 0.161247 0.159568 0.167311 0.304336 0.231283 0.238762 0.217717 0.304024 0.195976 0.30785 0.243195 0.18637 0.183015 0.176808 0.154354 0.358793 0.265652 0.221847 0.28833 0.20736 0.39784 0.330881 0.348246 0.259614 0.197544 0.193242 0.280172 0.336971 0.183087 0.329692 0.240987
threshold=0.208900161087513 0.00025667934096418327 -0.11382597871124743 -0.16615029054165834 -0.2435658889589831 -0.16052316530591279 0.50883402762134289 0.0012258583205637743 0.029484709483967527 -0.056768613286046841 0.10793154314160348 -0.001875225605969264 0.32503884837490388 0.050720054213249412 -1.7301123803800564 0.068112645298242583 0.014668974125631925 -0.049335675758775017 -1.2768448046239163 0.00053043148363940429 0.11005321711486753 -0.024398599227009089 -0.65905654616653908 -0.0018326072586652903 0.0038595582591369752 -0.12469371187177213 0.38944914797320968 -0.12739418188521143 0.13499252675859966 1.9702674719313109 -0.0071658114477810659 0.0025864515237603593 0.02641796309017885 0.41759966313838964 0.030682064387562474 -0.036091549883067391 -0.011146750023454494 -0.00045724033631886288 0.010571781178234796 0.83082955972147277 0.0035543187987059359 -0.49454096608838266 0.0022996514803240407 0.1228804302827437 -0.20989433141191371 -0.6261416533961891 2.3025844067551131 -0.030688742311647137 3.6192604361595944 -0.043100767941142343 -0.0097230407060868353 -0.015567570385135074
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 -4 -1 -6 8 -5 9 -3 19 -12 13 -10 21 -15 35 -18 -19 -11 -14 -2 -21 24 -24 27 29 28 34 33 31 -31 -30 -27 -25 40 49 -38 -39 -40 41 -16 43 -43 -42 -44 -46 -48 -49 -37 51 -51
right_child=14 6 3 7 5 -7 -8 -9 12 10 11 -13 20 15 16 -17 17 18 -20 22 -22 -23 23 25 -26 26 -28 -29 32 30 -32 -33 -34 -35 -36 36 37 38 39 -41 44 42 45 -45 46 -47 47 48 -50 50 -52 -53
leaf_value=0.022107685644207176 -0.15159189797689895 -0.040283524600036549 0.14363397661003061 0.08592054050402638 -0.11906504501117605 0.046166018092540013 -0.037074047214434754 -0.062475289939917106 -0.0001097409121575149 -0.074364620930465114 -0.03502842032838268 -0.0091671503993564513 0.0090416866688414772 -0.0019993040764456431 0.024367485414682054 0.056831000525485037 0.082037707704324142 0.076281658082380022 0.0097650479032082623 0.033948639200739442 -0.099723749514174218 -0.026491181693298345 0.038798747866724874 -0.028505668976050575 5.2016047278280877e-05 -0.0023288165848032996 -0.067752785998617768 -0.13368838646732617 -0.077591803572847617 -0.023981901311557082 0.0092200675004291827 -0.13875586992164776 0.053621488458451765 0.12724935209575516 0.026363402487569021 0.0068542939752480299 -0.00053931837915458024 0.020399139661574681 0.017174855112626515 -0.1000641523821567 -0.048087081271210502 -0.013842225310846657 -0.20146820758874401 -0.11463354717837593 0.0035207480962535318 -0.060821129307810612 0.12185905842424319 0.045726961439823993 -0.073020697516926553 0.0017127861647079339 0.018553455844850974 0.086046456991214326
leaf_weight=2.3340255098410134 0.1132723535047262 2.7902335645539997 0.44923508875217522 0.27946718636121559 0.25370595232561755 0.12999664740345895 2.3097598995932449 0.16500535889645107 61.253949676818593 0.34884660294619507 6.1656478255840765 20.085823093385784 0.20667517283982206 1.0973714474093861 1.9093619331106024 1.4738954098647807 0.55473518413418776 0.49563807381127833 3.6157549275503689 1.1768838333937299 0.41258240806564572 0.53892133372119033 2.2156322220034737 1.2763663389851001 21.967214875612171 34.302769655040507 0.56898814502596806 0.17756815225583622 1.0951388324583602 0.36853934915779973 0.67460399078026856 0.37110613627191924 0.10760442497758038 0.091755481156723273 1.0580048335141325 3.2622570719604482 33.852264667121943 11.273562860411626 0.48581400977127565 0.34598247814574279 0.87944082646208954 5.1597421714423062 0.13513587166016805 0.35035085768504348 14.676858623026336 0.36582076530794427 0.31415216107416188 1.0238336424972647 0.29326283307455003 0.42818706110119853 3.6940828796596161 1.6194782021739227
leaf_count=614 34 1054 61 100 55 37 2060 55 45973 467 8309 28677 119 353 870 811 287 272 1966 504 212 412 899 678 15991 19611 613 41 398 311 478 71 38 63 491 1648 18229 6974 294 116 404 1606 29 87 9059 85 46 678 114 137 2313 446
internal_value=0 -0.00383346 0.0296687 0.0890685 0.00968812 -0.0635158 -0.00458533 0.0305491 -0.00411018 -0.0072708 -0.00626264 -0.0152605 0.000542003 0.00118744 0.00535412 0.0318803 0.00580335 0.0259586 0.0180747 -0.00266978 -0.0641767 -0.05163 -0.00226778 -0.00294001 0.00362762 -0.00690131 -0.00446668 -0.0306101 -0.0247993 -0.00342831 -0.039678 -0.0834541 -0.0652488 -0.00191825 -0.00362623 0.00462334 0.00759017 0.00400929 0.0167117 -0.0326529 -0.00187186 -0.0152406 -0.0278562 -0.0205954 0.00429804 -0.10431 0.00717177 0.0396331 0.0186727 0.025824 0.036548 0.0685763
internal_weight=0 165.208 3.61144 0.893708 2.71773 0.383703 161.597 0.444473 159.287 94.8427 92.0525 26.2515 64.4445 63.8252 85.3879 2.57127 84.7357 4.66613 4.11139 65.801 0.619258 0.652194 65.4522 64.2753 24.1828 40.0924 36.3778 3.71468 3.53711 35.8088 1.41425 0.739645 1.20274 34.3945 2.33437 80.0696 54.9616 45.9576 12.1054 0.831796 25.108 7.92041 6.01105 5.51009 17.1875 0.500957 16.3081 1.63125 1.3171 9.00401 5.74175 2.04767
internal_count=175250 129144 922 216 706 92 128222 155 126162 78694 77640 36986 47468 47137 46106 1164 45660 2525 2238 40654 331 446 40187 39683 16890 22793 21147 1646 1605 20534 860 382 436 19674 1169 43135 30157 25613 7384 410 12978 2677 1807 1693 10301 114 9897 838 792 4544 2896 583
shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=1 2 10 5 10 11 12 4 4 2 0 1 7 4 7 2 12 4 1 5 5 1 12 5 2 2 15 11 5 0 15 10 10 7 0 7 0 7 15 14 10 2 2 12 15 10 4 10 0 1 2 14
split_gain=0.477526 0.281204 0.245791 0.207489 0.200279 0.227562 0.189493 0.188332 0.221969 0.202874 0.186688 0.212979 0.222026 0.362162 0.272998 0.184645 0.182851 0.405455 0.339364 0.242015 0.207101 0.199178 0.178604 0.166078 0.164244 0.157937 0.157289 0.262552 0.312463 0.220843 0.21652 0.258533 0.246273 0.201011 0.182562 0.179188 0.17681 0.301513 0.177469 0.175047 0.173967 0.17368 0.169381 0.302592 0.381904 0.276426 0.26174 0.258248 0.179287 0.207468 0.229976 0.17763
threshold=0.208900161087513 0.12814480811357501 0.00031046443107026937 0.15136650438463226 0.001868551876894813 -0.081844389534063089 2.3547339974440873 -0.93997239761108464 1.4321884481835354 0.99310445785522472 0.00025667934096418327 0.16822686791419986 -0.0087146549328911867 -0.95965736998154838 0.00039410366030402313 0.0090633924119174498 0.41110965193538246 1.1834401563996646 0.97902131080627453 -0.041970440766479829 0.41414513503250189 0.95254313945770275 -0.94470349811530296 0.1880725047731662 0.0043496903963387021 0.21820694208145144 -0.090314575354758342 0.005506192163035579 -0.15365657053636558 0.03906268626451493 -0.1267758654471452 -0.0047620239156780783 0.057792778431636278 -0.0054400806765258422 0.029764536768198017 -0.025710316691891666 0.022677916102111343 0.026603121218555115 0.23055991273383378 0.039567024565164428 -0.056768613286046841 0.04708745330572129 0.026680662296712402 -0.54403097193202898 0.017176679665340634 0.001382669847001143 -1.302182793824717 0.0024054669192439637 0.048337722197175033 0.0076155546121299275 0.0046808568295091399 -0.34183351819565555
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 7 -2 -6 -4 -3 -9 25 11 12 24 14 -14 -16 17 20 -19 21 -7 -18 -13 -21 -1 -10 30 42 33 36 32 39 35 -29 -34 -12 -30 -38 -39 -32 41 -37 43 44 -28 51 47 -47 -45 -50 -51 -44
right_child=4 2 6 -5 5 16 -8 8 9 -11 26 22 13 -15 15 -17 19 18 -20 23 -22 -23 -24 -25 -26 -27 27 28 29 -31 31 -33 34 -35 -36 40 37 38 -40 -41 -42 -43 45 48 -46 46 -48 -49 49 50 -52 -53
leaf_value=-0.012152919145784577 0.0030204958346651124 0.024936955272542135 -0.0019728153181093845 -0.044038115486318433 0.083824657037382594 0.015152132080211298 -0.026824837473038626 -0.026353575133156185 -0.068763179450353124 -0.06196589807888913 0.020365254775041995 -0.1007929820820873 -0.13945269793497445 0.0486153288503429 -0.10516695751740915 0.019160604591664604 0.022314222434943794 -0.087052746191357555 0.0096459391056531781 0.059453276959390712 -0.057758757234239594 -0.024252976463599873 0.030472419553921232 0.018067735742032062 0.081185749977003036 0.05024136202865026 0.016018276779467881 0.021089961271207078 0.016543077951095539 0.029043655931005698 -0.056684744293193139 -0.0090794622683935157 0.005549643680937833 -0.02249100650416707 -0.08397070553079404 -0.071822492332007742 0.0041809568999181847 -0.044184233431997816 -0.16906405037262459 0.0092445242907845913 -0.0025607985334895876 0.053091943397894074 -0.063173113957647825 0.008782181445185968 -0.020794653667269649 0.088914332036820878 -0.0036442269370789006 0.014728185933969391 -0.028049366100928366 0.10385221509346639 0.031558023127948795 -0.011441525307318077
leaf_weight=0.22749287733313461 65.225026683864996 1.0459009692876851 22.496755218983996 3.2469353572491846 0.44649811550880514 8.9301738991334787 3.5356790831956451 7.4239226797271822 0.11052960029337533 0.23973816701618478 3.390107102000008 0.22797328155502328 0.18782325570646241 1.0251283154411779 0.13440533145330846 0.54170085254736478 2.8169333460109556 0.80644135723741672 0.64288322264837916 2.2642172231662685 0.39023983409060825 1.3421515441368681 0.16811195946138457 1.7231885342171152 0.97566279030070291 0.95357012090971693 4.5887388903174742 1.4452562410479002 4.2407467849898222 7.9891900148413697 2.4141945743031106 5.6474310222724835 0.3528381669348154 3.8231099117019793 0.61478863666434336 0.63375461619217333 1.7415974830537382 0.49090107873053046 0.13962446088044089 0.47722920789328771 17.547073571433426 0.12085831865988439 0.66458016349861537 7.7774838332645668 7.2451193761301056 0.50924882131221494 15.962142301482571 4.4149809794089379 0.39775862888200242 0.56664404309412963 1.9030515223821565 26.116185121655803
leaf_count=61 35057 679 31558 3818 208 5925 3771 13757 33 144 1720 52 29 350 39 118 1893 244 100 1179 169 707 59 624 189 394 2985 817 1744 4790 1062 3714 98 2269 202 230 869 186 20 287 10285 48 321 5189 3975 134 11524 1742 460 327 1431 17664
internal_value=0 -0.00357846 -0.0109814 -0.02219 0.00567353 0.0145997 -0.00536401 -0.0148657 -0.0196761 0.0181897 -0.00125887 0.0214908 0.0303675 0.00879931 -0.0384732 -0.00759544 0.0128893 0.00432526 -0.0445585 0.0241773 0.0119963 0.00724796 -0.0461531 0.0417261 0.0636165 0.0369627 -0.00191658 0.000204502 0.0103464 0.0178732 -0.00803322 -0.0215868 -0.00291298 -0.0105052 -0.0518116 -0.000691482 0.00433657 -0.0174466 -0.0756768 -0.045813 -0.00460773 -0.0510624 -0.0026703 0.0044831 -0.00651735 -0.0060441 0.00257817 0.0226895 0.0167028 0.0380014 0.0487624 -0.0127659
internal_weight=0 163.756 39.053 13.0206 84.5878 19.3627 26.0324 9.77366 8.72776 1.30384 124.703 3.4883 3.09221 1.88906 0.863929 0.676106 18.9162 10.7697 1.44932 8.14649 9.32041 4.15908 0.396085 3.98741 1.20316 1.0641 121.215 90.0164 19.8704 14.6021 31.1983 8.53885 22.6594 5.26837 0.967627 21.6918 6.61287 2.37212 0.630526 2.89142 18.3017 0.754613 70.1459 22.4788 11.8339 47.6671 20.8864 4.92423 10.6449 2.86745 2.4697 26.7808
internal_count=175250 129144 54154 18825 46106 11049 35329 15007 14328 571 74990 897 786 536 186 157 10841 6438 344 4403 6094 2600 111 1803 250 427 74093 56447 10695 7609 17646 5063 12583 3086 300 12283 2819 1075 206 1349 10563 278 45752 14367 6960 31385 13400 1876 7407 2218 1758 17985
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=1 16 2 7 10 14 5 2 4 5 13 6 4 1 1 2 7 1 6 13 5 10 12 4 10 2 7 16 14 1 5 7 11 10 10 12 2 5 12 7 7 12 16 5 7 1 1 5 5 2 16 12
split_gain=0.338255 0.403069 0.367331 0.219121 0.253672 0.207872 0.176496 0.172794 0.162243 0.25362 0.167335 0.216121 0.158583 0.318159 0.236075 0.195099 0.150935 0.147323 0.146679 0.221141 0.153823 0.15995 0.145807 0.150277 0.334942 0.264024 0.277016 0.256262 0.254406 0.220434 0.566123 0.374345 0.291172 0.229946 0.230238 0.216391 0.210712 0.202736 0.329737 0.197766 0.219231 0.293547 0.235929 0.21735 0.190453 0.258726 0.305026 0.184342 0.185536 0.177764 0.177155 0.174819
threshold=0.062539711594581618 0.32503884837490388 0.00054774445015937101 -0.020633800894310005 -0.0076810920153491747 -0.054368013026709371 0.12277498650544015 0.21129776537418368 -1.04929070984911 -0.4866729155104213 -0.078802889892497452 0.24002450572314671 1.3063637706070601 0.0020293511915951972 6.3125016822596089e-06 0.78900110721588146 0.14835228712803225 0.42159897089004522 -0.20764417412299715 -0.37019643055903123 0.52191679866304708 0.11046969781819947 -1.9353221015381485 1.3063637706070601 0.020093772999812739 5.8219709899276502e-05 -0.00077121122863008833 0.1787996415717695 -0.31377015994592522 0.94509240984916698 -0.01397129485039615 0.00077871392266602756 -0.00026898729260391553 -0.00075762440250644423 -0.0078568770812150832 -1.3647613217094978 6.4150719936151299e-06 -0.22078557690418099 0.77954677149526097 -0.030258299643480795 -0.011675039235198175 2.205793516647478 -0.097017581990199733 -0.28646397878177982 0.0061846218268408713 0.7881433665752412 0.99808025360107433 -0.41453017694931998 -0.49297770557023202 6.4150719936151299e-06 -0.013659388472595463 0.70684471600820264
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 7 -1 4 -4 6 17 16 10 -10 -6 -12 13 -5 -14 18 22 -3 19 -15 21 -21 -2 29 25 26 36 37 -28 49 31 35 47 34 -34 -31 -25 38 -27 43 41 42 -41 -37 45 -30 51 48 -33 -24 -38 -47
right_child=1 5 3 12 8 -7 -8 -9 9 -11 11 -13 14 15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 27 28 -29 44 30 -32 32 33 -35 -36 39 50 -39 -40 40 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.057464442271077526 -0.060007481945582121 -0.049297672746637961 -0.011816854205645183 -0.034516657715385334 0.05120063052039564 0.023582947504712567 -0.10386748327589312 -0.012247962458955366 0.060115062320253126 -0.0054917883674799146 0.027571601052790586 -0.046142371727645487 -0.035167593609957387 0.045318938165376736 0.0082056429369253454 -0.04047611910520512 -0.037527300861280144 0.073927830791742477 -0.0096023767042803989 -0.0038785669300689276 0.039750330984548478 -0.15233029487128569 -0.10763371034636822 0.054942515012851384 -0.12985360168688215 0.036721247167892455 0.040233351069782181 0.081247522977573039 0.066367005354634231 -0.12134900412428105 0.062926687175167376 0.065838075213168576 0.080305509489322593 0.030499416114909306 -0.14110372423695502 -0.071804132531842396 0.02816254572491933 -0.0092162476063694983 -0.098434026234506422 0.027453121796043058 -0.0017969693871689848 0.077665011471287126 -0.10644224704664727 0.094296706069355071 0.0098390179353730223 -0.014511625736449261 0.033181127033719192 0.046499571431285282 -0.099665643980477864 0.0042598679675869512 -0.03229999000688058 -0.063569590061707926
leaf_weight=0.90375504433723008 0.33975396059758978 0.52710790861055989 5.5231385447464154 4.9070240542304182 1.9347490183845364 0.31383697277124056 0.61198160684216418 7.2513113143498904 0.66163888024311646 4.4316158047990939 1.7515905357613513 0.49614780746196618 1.4186883239963197 1.0946770038053717 9.9232824963837611 1.7844640093191504 0.87176645631916372 0.10175493950737291 46.13246024477565 9.8675809778637689 0.81577340086005357 0.055541114814332881 0.12460098638257378 1.8785722171523946 0.18771745637059112 0.24460642709164204 1.2326619077139174 0.28304327869227641 0.28136489798635667 0.1537200735820069 2.2951284024042016 0.092854799193446524 0.0461514749640628 0.23976946768834739 0.22271014951184043 0.087954898546740878 1.5498647643726142 14.619656662462141 0.59732553400681354 0.15774454220445477 3.5098941624669364 0.12541180405241903 0.62273297414503614 0.32725584123545459 3.078973132869578 1.2422882787650458 0.61040405409585208 3.2895277522939068 0.163969137680397 106.00569030406436 0.68477279917351586 1.7768778778226986
leaf_count=602 240 214 4303 14016 914 168 147 7692 375 5497 837 275 479 963 5558 6311 320 78 40322 7601 352 8 35 175 42 70 173 72 50 79 2684 20 49 244 116 20 243 4844 100 80 2933 55 201 60 409 142 113 2730 61 62432 101 193
internal_value=0 0.00228995 -0.00536476 -0.00600114 0.00512667 -0.0480868 -0.0662899 0.0028033 0.0152188 0.00320848 0.0297697 0.0110686 -0.00816867 -0.0100815 0.00273432 -0.00806514 0.00354742 -0.0278894 -0.0070554 0.00287334 -0.00152043 -0.00497763 0.00379704 0.00395302 -0.00259167 -0.00166014 0.00928722 -0.0102381 -0.00132386 0.00552816 0.0187733 0.00746256 0.0299605 -0.0397914 -0.1005 -0.0108802 0.0304147 -0.0120033 -0.0592195 -0.00693751 -0.0132126 -0.0565659 -0.0793716 0.0576226 -0.00873505 -0.0233365 -0.0305769 0.0401117 -0.039443 0.00411068 0.00952707 -0.0435849
internal_weight=0 155.751 91.7021 90.7984 14.7989 1.55468 1.24084 154.196 9.27574 5.09325 4.18249 2.24774 75.9995 64.6575 11.342 59.7505 146.945 0.628863 57.966 11.8336 10.7389 9.92312 146.073 145.733 28.2681 28.0804 12.3358 15.7446 8.22257 117.465 11.3348 9.0397 4.05498 0.508631 0.268862 4.98471 4.11321 15.4616 0.841932 4.83099 4.41578 0.905889 0.780478 0.415211 6.98991 3.91094 3.62957 3.54635 0.256824 106.13 2.23464 3.01917
internal_count=175798 87385 88413 87811 12201 607 439 86778 7898 5872 2026 1112 75610 69573 6037 55557 79086 292 49246 8924 7961 7609 78766 78526 6727 6685 1599 5086 1080 71799 9332 6648 3220 409 165 3428 519 5014 170 3349 3269 336 281 80 907 498 448 2811 81 62467 344 335
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=11 15 2 4 5 11 5 13 5 2 8 15 4 6 9 15 8 6 14 15 9 10 2 6 4 9 15 9 6 15 2 6 11 5 4 12 12 13 10 15 13 11 12 5 2 13 10 13 11 5 14 11
split_gain=0.222348 0.285218 0.232099 0.34724 0.231403 0.276514 0.196411 0.240251 0.191597 0.183165 0.169375 0.164899 0.215155 0.154423 0.177225 0.146972 0.215606 0.193232 0.176563 0.164135 0.16787 0.155671 0.148387 0.145676 0.145219 0.155017 0.148106 0.188596 0.141676 0.29816 0.293419 0.225836 0.174672 0.19609 0.169772 0.209136 0.176943 0.162099 0.157926 0.234581 0.155522 0.153192 0.149179 0.18922 0.170684 0.16204 0.144697 0.14174 0.140569 0.164769 0.151098 0.14297
threshold=-0.015401363795157582 0.084608009138409365 0.20452654361724856 1.1834401563996646 0.21054389322910957 -0.081844389534063089 -0.40456314476753436 0.099105663375377337 0.7793874583831123 0.78900110721588146 -0.0022101654479384819 0.091749463759405722 -1.0987323579391235 -0.2429948546858389 0.0035523589828124142 0.057679077775900672 -0.016335279766616275 -0.1328206598928349 0.25409908027139172 0.068682551792554891 -0.0073238608456257541 0.022846416147493057 0.0025033532874658708 -0.32939674021017185 1.4768670721517181 -0.0026981339018101454 -0.057936682436592592 0.0084342473996235085 0.15753557737046137 -0.085011147504561665 1.9125285689369779e-05 0.19966713242729636 -0.035730202216644052 0.091573247368438082 -1.2286534610176196 -1.2095818504076927 1.6658860828869768 -0.0094791647012922309 -0.012655738564749825 -0.024142993152029446 0.36739055346293276 -0.027974666427889962 2.4648828965052374 0.055696033271839578 0.00033547841303516185 0.15044935931165759 0.002314298721435259 0.47871695499278705 0.026465247270559194 0.29415877999727241 0.16747238209502788 0.023238948525101496
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 15 6 11 8 7 -4 -6 -8 -5 12 -3 14 -11 -2 19 18 21 20 22 -18 -17 -1 26 -26 27 -12 29 41 37 -32 40 -34 35 -33 -36 -30 39 -39 42 -25 43 44 -31 -44 -35 -42 51 50 -50 -28
right_child=2 4 3 10 5 -7 9 -9 -10 13 24 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 28 25 -27 48 -29 30 32 31 34 33 46 36 -37 -38 38 -40 -41 47 -43 45 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.052664938257572715 0.0016094545075318297 -0.058178268559242491 0.030583197480400667 -0.027045424000754683 -0.10377623964962597 0.010001238781035822 -0.01615969032095441 -0.044686865686357609 0.046757598978783094 -0.03370608880160391 0.021939919817407259 0.025873177867640075 0.11068326243901419 -0.051810795160802947 0.056736600791233154 -0.15712457091467877 0.0069191316894428884 -0.0065825916231764155 -0.054019289179671727 -0.015595851723330618 -0.021709554670509178 0.065612386026507555 -0.022600210975385351 0.012915463558840178 0.010777467705193845 -0.036284256222066172 0.0067688733007767593 0.099203663068778813 0.10160214518073481 -0.038618365183042819 -0.030383372591220915 -0.11209193622370624 0.0046837864244070968 -0.0479235409900289 0.010370290775548352 0.0060767845723907737 -0.060798475867964198 -0.095306925438361723 0.051657391180900625 0.026408026443335869 -0.10824757478997193 0.051157176173476995 0.09739308545351491 -0.0064696292880310662 0.063063374406520975 0.017538275259254377 0.0016855100038101313 0.020263432767132179 -0.044125701410856324 -0.065723035002547628 0.096987497897459349 -0.055733952230885321
leaf_weight=0.47750721504417271 121.63748346297896 0.078955967357615009 1.5214431779622857 1.5778491260771268 0.36520937470049863 3.0851206493643986 11.480787368031544 0.56831053049245372 0.097324739488612977 0.69535766892659001 1.3450927917474462 6.9917976829469808 0.43743102498956243 3.0882702668337165 0.29382270368751051 0.23468829865487351 14.582069658863015 34.089149586959792 0.44455186637424127 5.4207675107745672 0.46569287224337941 0.44914318789233298 0.13140734560874989 2.2377245471980132 1.4654573673869893 1.3116272810839289 4.8242233250748514 0.40183659407921357 0.26913542777765553 0.19143114068174349 4.1362891895150806 0.26992617687210441 3.2303050093714774 1.7980865381932747 5.0671356047323579 0.30903488858893879 0.35764397516777524 0.22482538586336875 0.68149069463834044 0.44146250421181321 0.17546843262880418 1.9789522547234817 0.42694161017789134 2.4995422828351366 0.84680248376480449 0.61604212992097018 0.86778266082092148 0.14597667196358088 0.08059813301952079 0.086191120222792961 0.43123504906179733 0.37832023864029896
leaf_count=185 80387 31 1635 939 141 989 20879 476 25 881 679 2917 144 14187 451 20 8939 22058 296 2627 258 173 70 811 902 1622 2559 182 21 68 1072 117 2139 758 2591 124 196 23 50 40 65 1013 69 694 330 134 435 65 23 25 186 97
internal_value=0 0.0065853 -0.00170686 -0.00990963 0.0201184 -0.000931668 -0.0188051 0.00991123 -0.0715487 -0.0226691 0.00328819 0.0300436 0.0837979 -0.0408492 -0.00631925 -0.000340062 -0.00458762 -0.00237654 0.00688527 -0.0220593 -0.0629861 0.00874759 -0.112089 0.00108511 0.00796204 -0.0115385 0.0151473 0.0405245 0.00207776 0.0085105 -0.00613807 -0.0124573 -0.000307961 -0.0118891 -5.44359e-05 -0.0506976 0.0054969 0.0331989 0.0184062 -0.0160576 0.013614 0.0310009 0.0183897 0.00848143 0.043984 0.0513 -0.0318698 -0.0518644 0.0074052 0.0525924 0.0740385 0.00205123
internal_weight=0 38.3053 207.005 29.5504 11.0558 3.54765 17.648 2.08975 0.462534 15.5582 11.9024 7.50818 0.516387 4.07745 0.98918 177.455 55.8175 49.5649 15.4758 6.25256 0.831789 15.0312 0.366096 27.2495 10.3246 2.77708 7.5475 1.74693 26.772 15.0151 11.7569 10.14 10.7984 5.89617 6.00374 0.578961 5.42478 1.61691 1.34778 0.666288 4.9022 4.21668 4.58076 3.53778 1.03823 1.04298 2.66587 0.321445 5.80057 0.598024 0.511833 5.20254
internal_count=175798 15247 160551 45723 4247 1155 38509 2111 166 36398 7214 3092 175 15519 1332 114828 34441 31466 9408 2975 348 9112 90 11000 6275 2524 3751 861 10815 6581 4234 4100 4757 3332 3028 241 2787 134 113 63 1425 1824 1295 1092 398 203 1193 130 2890 234 209 2656
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=0 2 4 6 4 5 13 5 7 13 15 14 5 13 15 13 7 2 15 11 11 6 0 2 9 7 0 14 15 12 13 15 13 11 15 9 5 5 13 5 4 2 5 4 6 7 2 6 7 0 2 5
split_gain=0.388787 0.334627 0.521199 0.307263 0.311538 0.236633 0.291979 0.213352 0.226638 0.248918 0.22088 0.199452 0.197722 0.20927 0.192313 0.187257 0.185146 0.18261 0.176335 0.174325 0.187784 0.172905 0.172422 0.22522 0.170727 0.170349 0.169341 0.163864 0.162289 0.160673 0.286386 0.157215 0.175601 0.22129 0.21083 0.154676 0.153467 0.170476 0.232128 0.3036 0.258755 0.231627 0.287947 0.256831 0.307547 0.227648 0.224513 0.284274 0.191117 0.220122 0.189865 0.186109
threshold=0.018628815189003948 0.0019148680730722847 0.38508148486909094 0.47231982214941831 1.4479182887617477 -0.032888478161069608 0.10596257556237437 0.72507360347951033 -0.0091605982289314301 0.32110293141806667 0.056418673981880267 -0.036721898953117012 0.14446326162217576 0.61313714420324461 -0.0046187157992749308 -0.028850051913876299 -0.013970450512652692 0.00033547841303516185 -0.14725012515898697 -0.011779165828644342 -0.012217539421707479 0.13147053245385878 0.0009023604216054083 0.00015969910600688311 -0.0069801902598143045 -0.018075875145930818 0.10670975595712663 -0.15704076610791878 -0.033896613001633699 -0.37338834202921961 0.13629424586642899 -0.092055131366539075 0.15643366109497811 0.00030776260635421114 -0.059270029313307306 -0.0098037680299951305 0.72507360347951033 -0.27815900816755607 -0.092449819306284001 -0.21779117467992723 1.3784032573962348 0.01951071992516518 -0.57300085091949871 0.095718795929421743 -0.17358722252199496 -0.095671144242473111 0.99431526660919201 0.18313041353403661 0.036579498249547683 0.51942986249923717 0.12513389438390735 0.25030859763425989
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 18 4 25 6 15 8 -6 10 21 19 -7 14 17 26 -16 -14 -2 20 -8 24 -11 -24 -10 35 -4 -21 -19 30 -26 -31 33 34 -33 -1 37 41 39 -39 45 43 48 -3 -45 51 -42 -48 49 -43 -47 -41
right_child=1 36 5 -5 7 12 11 -9 9 22 -12 -13 13 -15 16 -17 -18 28 -20 27 -22 -23 23 -25 29 -27 -28 -29 -30 31 -32 32 -34 -35 -36 -37 -38 38 -40 40 46 42 -44 44 -46 50 47 -49 -50 -51 -52 -53
leaf_value=-0.0038001164511738414 0.11201645542372857 -0.062572097749495903 0.0002298752423674713 -0.035911673723133981 -0.086620324737004553 0.076502564979475551 -0.062043140958408308 0.0097351976115013002 0.029257377997321549 0.015598599566658676 0.034898288325160509 0.026362120578455973 0.047756737645218532 -0.14027890089526715 0.062425897244192376 0.033856962085037724 -0.019243135608722081 -0.037139269182845089 0.038061692756067314 0.021857115567750968 -0.18188079455727488 0.086462196508585082 -0.13565832978486528 -0.03187330679358423 0.072865544203983473 0.0078054379438399022 -0.10802739451127029 -0.061121018887186608 0.055992822353132965 -0.079562494990563698 -0.097502770478598635 0.034726903411098374 0.039936374770288802 0.028105718490992887 -0.058819615170858479 0.029448936264363908 -0.025579872933285636 0.019284355932091893 0.0010457076541575715 0.072551857276207193 0.018008229944214901 0.058724881456261972 -0.011403808065968857 0.091180705621150243 -0.025226159271876575 -0.011480679610227341 -0.068298002991395892 0.041655197045429915 -0.03227178242968775 -0.073473680698518604 -0.029977003675963943 -0.022432241238467956
leaf_weight=1.7468614732761123 0.34919478553547412 1.7020874328936799 0.50270522587925359 1.6749332620402118 0.43779154557705613 0.44875989594402099 0.52101200699144101 4.3034664246370085 0.63747119414983799 0.2492871910362735 1.0874134158366358 0.32427601071776724 1.7912393156548199 0.075391823382233158 0.30073261859069988 1.2048344249192262 2.164130158103946 0.58741211886444955 3.1894736792719405 0.36970609995387382 0.17479207546784925 0.14611211106239341 0.36391408640338341 0.49518159765284508 0.35241763753583599 61.175617851115419 0.18514189754569088 0.61531058698255903 0.25358712455272303 0.59246177496243024 0.11781719901046017 0.26550356439111134 0.36660963405302016 0.47448606890975487 1.818082974041318 6.9369259509421664 3.0569065630124888 3.5662791122249464 90.75852922374068 0.50804840899764059 4.5067446037446635 1.3356336986034918 14.258737639700481 0.248111458868152 1.5431783872081721 18.901970424279629 0.71081304096151121 0.33306303738208953 0.3724975344739504 0.12393416810664337 7.8653580809095152 0.32853018663990952
leaf_count=720 151 888 248 793 137 765 307 676 161 43 326 268 357 27 56 708 731 247 2390 318 17 68 51 125 112 33417 79 345 120 110 31 65 137 144 442 2052 1236 4526 70340 270 2104 594 13369 211 1072 15424 582 131 229 117 17779 294
internal_value=0 -0.00213073 0.0132131 0.00626683 0.0071405 0.00100794 -0.0178804 -0.00794675 -0.0182221 -0.0137165 -0.00542299 -0.0443046 0.01412 0.00846678 0.0111419 0.0102635 -0.00890704 0.0298505 0.0458776 -0.05807 -0.0958908 -0.0147076 -0.0567825 -0.0776771 -0.0182194 0.00967039 -0.0308764 -0.0301398 -0.00848511 -0.0259048 0.0282027 -0.0332433 -0.0234406 -0.0327342 -0.0467084 0.0227663 -0.00346676 -0.0030041 -0.00166885 -0.0083754 -0.0113593 -0.0116863 -0.00660053 -0.0349616 -0.00837257 -0.0153194 0.00832103 -0.033107 0.0305356 0.0467582 -0.0169318 0.0355572
internal_weight=0 163.178 13.0577 83.2424 81.5674 9.51903 3.89778 11.708 7.40455 6.96676 5.85838 2.0051 5.62125 5.17249 5.0971 1.89268 2.46486 2.63224 3.53867 1.68082 0.695804 4.77096 1.10838 0.859096 4.62485 69.8594 0.687847 0.985017 0.840999 3.98738 0.470235 3.51714 2.92468 2.55807 2.08359 8.68379 150.12 147.064 127.479 36.7208 33.1545 19.5842 16.0908 3.49338 1.79129 27.6039 5.55062 1.04388 1.83207 1.45957 26.7673 0.836579
internal_count=175910 136300 7134 39610 38817 4593 2290 2628 1952 1815 1596 1255 2303 1538 1511 1035 787 724 2541 987 324 1270 219 176 1202 36189 327 663 367 1041 143 898 788 651 507 2772 129166 127930 111450 41110 36584 16480 14309 2171 1283 33767 2817 713 940 711 33203 564
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=3 3 5 3 4 0 6 9 2 4 5 2 6 12 4 5 4 4 2 0 2 12 13 13 11 5 8 9 3 8 12 2 5 0 11 5 11 12 12 14 14 9 8 6 12 14 11 6 9 12 4 2
split_gain=0.382012 0.265522 0.380462 0.361463 0.337179 0.239408 0.234753 0.237065 0.21604 0.309542 0.221498 0.350341 0.398754 0.404934 0.312958 0.230884 0.209129 0.221788 0.218523 0.231274 0.191496 0.191457 0.190261 0.170665 0.168788 0.163289 0.303913 0.293136 0.202178 0.220807 0.356403 0.206547 0.248489 0.265238 0.239521 0.222779 0.320157 0.28917 0.279352 0.253941 0.194936 0.255079 0.220985 0.184414 0.182136 0.207646 0.187197 0.171095 0.228497 0.19581 0.349225 0.18724
threshold=0.073468158021569266 -0.96136496828694351 -0.37108778954159743 -0.84225344337755803 -0.10568678228940899 0.087138455361127867 0.18313041353403661 -0.054657068114265663 0.52934375405311596 -0.13594487331947872 -0.49297770557023202 0.40702891349792486 0.19877297345812991 0.25972399746167257 -0.12293355064725166 -0.47588574431238895 0.69992276114847463 1.4479182887617477 8.205641279346311e-05 0.09674354270100595 0.9987354874610902 1.9702674719313109 0.078906233232676079 0.42755458720469491 0.030656591090855109 -0.23962133067817817 0.069906911738780761 -0.044535750772477053 -0.14985475142020729 -0.035629183811293756 -0.38674597563878499 0.021375003270804886 -0.2260891512949125 0.079702969640493407 0.0030103902244277216 0.43911870977164019 -0.024398599227009089 3.4778855198657124 0.47644017137809219 -0.13845940182542785 0.26201907309375932 -0.0054968598413684339 -0.10829520313031175 -0.25241808270869082 -1.0302710113132323 0.11228844031053263 0.0093333792826490302 -0.14863258113906011 0.034713267387790257 -1.3536785404321174 -1.4621553854341605 0.03090974967926741
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 24 4 -3 -2 16 -8 10 -10 11 12 13 -5 -15 23 -7 -18 -19 -20 -11 -22 -14 -12 -1 26 27 -17 29 30 43 35 -33 40 -35 37 38 -30 -37 -39 42 -42 -34 -27 -38 46 -46 51 49 50 -49 -31
right_child=5 3 -4 8 -6 6 7 -9 9 20 15 -13 22 14 -16 25 17 18 19 -21 21 -23 -24 -25 -26 28 -28 -29 31 47 -32 32 33 34 -36 36 44 39 -40 -41 41 -43 -44 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=0.10599774846799824 -0.069224185999000945 0.068119405099417565 -0.06619506143942841 -0.0053640600543298222 0.012409286518248738 -0.0171369601614117 -0.044748058583707846 0.01259682846298414 -0.066013245555098188 -0.0097769288927652166 0.035184351115543556 0.16338460230770924 -0.021991767567858041 0.15604678027563798 -0.029715408226724749 -0.067758668491423743 0.018322131266721865 0.08705277556507314 0.087388293217510973 -0.028733151959710792 -0.043455741224559336 0.16071125597779767 -0.068086419529035991 -0.057234369988423017 -0.046766356935664145 -0.018917160936131924 0.060681576780740466 -0.0049158017868317196 0.0118140268957302 0.0090004987517765568 -0.0013310374717656684 0.036484829510133744 -0.089647914244619709 0.0010481484462484282 0.027412251529852008 -0.052331471593291892 0.0099588417275705519 -0.072960157637118453 0.025475749448434632 0.0094051626236891488 -0.013546291497648334 0.054585393639696014 -0.0065724572460014053 0.081841134917276903 -0.049761050624717001 0.099372820178831311 -0.14479648517391405 0.088722893427759908 0.042585632880277322 0.003832802372924723 -0.040877765543337496 0.034494209987335725
leaf_weight=0.2049858379868964 0.62514596058099314 1.5013712338914045 1.1472561637438037 1.8337221446290635 3.8533837194199796 20.76746871713954 0.77985518737295922 7.5222845610475968 1.0084321471777 5.9171571439387654 3.0936441025260133 0.090005683610797749 2.748269508840167 0.29110072377807228 0.1213756414472299 0.75062089203857496 4.0094346726973518 0.17620615886698976 0.16474795298563583 3.0665553197304689 0.061187737264844944 0.11329989755722636 1.3317687814123926 0.19794852573249944 0.094860793557018042 0.20280036800249934 0.66519333313044526 22.147067024717217 34.770011319553987 9.2100948656911878 1.3644369441062725 1.658397542505553 0.30470409286680578 12.39537118127919 4.7561498915074472 0.56406701903142709 0.50628663173847632 0.75538195172703126 2.2209750597830862 0.71887066325689264 1.0075547683854895 1.1762891042926629 52.273225186086627 1.3448596196412839 1.2897890610674938 0.0644650257017928 0.24072893040283805 0.215873651672155 1.3993021576379749 26.158794754875036 1.949079441000779 4.187604762697446
leaf_count=52 582 786 595 634 1338 31587 802 5777 2573 9210 929 37 1047 57 63 340 5671 42 88 2073 126 103 569 57 26 64 161 16184 21710 3333 391 1276 102 9391 3368 197 179 223 433 284 754 770 33805 396 536 37 53 59 515 13400 1146 1979
internal_value=0 0.00230116 -0.0401267 0.00260193 0.0282013 -0.00871064 -0.00764096 0.00712694 0.0019179 -0.0151935 0.00254545 -0.0156996 -0.0186936 0.015068 0.102405 0.00317091 -0.0119928 0.00241736 -0.0162949 -0.0223715 -0.00661472 0.0916935 -0.0372653 0.0293517 0.0577552 0.00270056 -0.00507105 -0.00702633 0.00384027 0.00943735 0.0360093 0.00159292 -0.00158003 -0.00246655 0.00837957 0.00726672 -0.0127448 0.00996948 0.0094875 -0.0331602 -0.00586518 0.0232946 -0.00708373 0.0685739 -0.0420458 -0.0584819 -0.0661846 0.0076289 0.00339566 0.00143429 -0.0273438 0.0170036
internal_weight=0 207.908 1.4471 206.461 5.35475 37.1117 36.4866 8.30214 201.106 7.10008 194.006 6.41624 6.32624 2.2462 0.412476 187.59 28.1844 7.41694 3.40751 3.2313 6.09164 0.174488 4.08004 3.29159 0.299847 184.298 23.5629 22.8977 160.735 46.0328 2.9121 114.702 73.5717 71.9133 17.1515 41.1306 4.88631 36.2443 2.78504 1.47425 54.7618 2.18384 52.5779 1.54766 2.10127 1.59498 1.53052 43.1207 29.7231 28.3237 2.16495 13.3977
internal_count=175910 129288 673 128615 2124 46622 46040 6579 126491 12012 114479 2407 2370 754 120 112072 39461 7874 2203 2161 9439 229 1616 986 78 111086 16685 16524 94401 21283 851 73118 49466 48190 12759 23652 1435 22217 630 507 35431 1524 33907 460 805 626 589 20432 15120 14605 1205 5312
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=2 4 8 13 7 6 16 14 8 7 14 8 11 4 0 6 2 14 13 7 14 5 6 8 7 5 16 13 6 7 4 13 5 2 11 16 0 8 12 14 6 4 4 8 5 12 2 12 4 5 8 12
split_gain=0.384184 0.376082 0.197283 0.36453 0.304454 0.262436 0.21872 0.210718 0.204916 0.247218 0.193372 0.213127 0.191018 0.263192 0.270677 0.271431 0.218464 0.199637 0.193932 0.370251 0.30082 0.192321 0.190186 0.17729 0.187838 0.192642 0.182403 0.171333 0.164645 0.163582 0.168821 0.161826 0.161294 0.190447 0.161038 0.21308 0.25889 0.412301 0.178892 0.157722 0.169127 0.178695 0.18781 0.157057 0.156054 0.154871 0.25851 0.230969 0.165863 0.151093 0.157952 0.197472
threshold=0.091879434883594527 -1.2413356770009798 -0.0046051164809733439 0.37793625992452168 -0.022906355511853865 0.25677009137408041 -0.2324427326205811 -0.11453986960474492 -0.0053613698928300273 0.036579498249547683 0.3582234961268605 -0.017332447488274217 0.0046061420696812657 -1.2286534610176196 0.025311704725027088 0.16649572208061975 0.023357974365353588 0.068383242750973502 -0.37019643055903123 0.053673216067166539 -0.42587924385604287 -0.25283513139932456 0.17973653846205859 -0.0072990996621020441 0.064772109244883844 -0.019477602761867878 0.21036321679475531 -0.31541493157914752 -0.019592294719348109 0.011924797180721888 -0.89135412504125522 -0.4634886530748959 -0.041970440766479829 0.036013085395097739 -0.0021153507372528332 0.009503267354160785 0.00025667934096418327 0.021607223580276804 0.035169776023144299 0.16747238209502788 -0.10130052727679954 -1.1313310561052725 0.27913190108059327 -0.0035674507954202403 -0.64415718268179767 1.4069788110808166 0.010472018737345936 -0.91933191826039873 -0.24956235678279071 0.35428646707631856 -0.026108577799049622 -0.38674597563878499
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 3 4 5 6 -1 -8 23 29 11 22 13 14 15 -4 17 -16 19 -15 34 -14 -5 24 26 -26 -6 -22 -13 -10 -31 -17 -9 -34 35 43 37 38 -37 44 41 -41 -43 -20 -29 46 47 -23 -48 50 51 -28
right_child=1 -3 12 10 8 -7 7 32 9 -11 -12 28 21 18 16 31 -18 -19 20 -21 27 45 -24 -25 25 -27 49 39 -30 30 -32 -33 33 -35 -36 36 -38 -39 -40 40 -42 42 -44 -45 -46 -47 48 -49 -50 -51 -52 -53
leaf_value=-0.049533239832133744 0.021554445158622284 -0.0090698299096894242 0.020551409442159749 0.021168333497209004 -0.00825619393127827 -0.01992534046192283 0.04198616550866667 0.032245914494585505 -0.032157222031909571 -0.14187720436139117 -0.041472110943078157 0.018180161000150057 -0.0056351220291744339 -0.024309190609030279 -0.03382822085397505 0.054381453428257377 -0.017647257291065338 -0.15919110110725099 -0.064149616025331105 0.12195212356265038 0.041661609298430879 0.003766174347276656 -0.018605232672644158 0.0080073263598898648 -0.015389169746566664 0.03965710274480052 0.04493020258909125 -0.077312648741300907 0.056567187515690578 0.11044559094823521 -0.012994988821770942 -0.077236998935558909 -0.04093697077688177 0.01300055135406443 0.090448260737607672 -0.17054177885034738 0.029941721792515027 0.11683623963571835 -0.023372377326336596 -0.14643584378593705 0.0030605639208987844 -0.0088153833668785445 -0.10641547908896164 0.081624411030882374 0.0059087196210507783 -0.021135127808518228 0.022405892649372827 0.087618223280013327 -0.0080317189799576777 0.054608279462254765 -0.082281481714686175 -0.10837098121026943
leaf_weight=0.42125313790529517 4.3203756707152925 53.182794557394857 3.3951714697182056 3.0207832531377781 40.376690650227111 2.1051944685723347 3.3955079538864066 1.8444905126298161 2.9823747495085016 0.16994417651949323 0.52922137466339414 2.5329344557330833 3.8007819830436373 3.4481385747681084 0.3440533997491001 0.10212898027384654 6.4463088938255169 0.19655669941857923 0.068861634717904963 0.1648432204092386 1.2547502062980118 0.483187116053159 1.9727135862985958 8.4320558523615414 1.0366475262744645 1.5959852055393629 0.25506733145448379 0.20858187324483779 2.018389314832346 0.15425872069317847 0.30296774503949553 0.47128999965207174 0.97848707003913871 1.893598250276227 0.47453725808554637 0.18672049448468886 1.1814762304766189 0.088511025191110093 0.14937681123956281 0.13796034780170874 1.6341421624247221 0.87707909738492185 0.23817387181406957 0.74814655527552609 65.817465316164657 0.87107771511910037 10.707064122931113 1.0194036391912931 2.1396793946232711 0.11953794532018935 0.78933834730741992 0.10386841277068004
leaf_count=172 2467 67611 1033 1366 21387 1040 1078 956 2122 39 248 1789 1785 2138 127 16 2856 40 38 26 813 263 679 5375 487 619 113 82 1288 51 204 97 425 1090 167 49 577 18 69 23 1101 648 147 362 44153 607 4712 476 1924 54 350 25
internal_value=0 -0.00676305 0.00260198 -0.00125413 -0.00392353 0.0115786 0.0193757 0.0230535 -0.00685456 -0.0298482 0.016464 0.0197467 0.00538678 0.0034136 -0.0110732 0.00975567 -0.0228988 -0.0829892 0.00548547 -0.0170773 0.00660501 0.014466 0.00544537 -0.00527052 -0.0078013 0.0180234 -0.00944077 0.00529586 0.0353561 -0.0236191 0.0312007 -0.0528739 0.00931834 -0.00551273 0.0380835 0.0272503 0.0058832 -0.0595876 -0.10955 0.00462326 -0.0181856 -0.0455486 -0.030988 0.0682445 0.00562529 0.0194863 0.0219751 0.0610097 0.0173323 -0.0465373 -0.057732 -0.00242301
internal_weight=0 57.5032 183.687 77.0313 66.9573 10.6385 8.53334 8.11208 56.3187 3.60955 10.074 9.54482 106.655 87.6343 10.9555 3.96859 6.98692 0.54061 76.6788 3.61298 73.0658 19.0212 4.9935 52.7092 44.2771 2.63263 41.6445 70.1682 4.55132 3.4396 0.457226 0.573419 4.71658 2.87209 2.89763 2.42309 1.60608 0.424608 0.336097 68.9134 2.88736 1.25321 1.11525 0.817008 66.026 15.2204 14.3493 1.50259 12.8467 1.26781 1.14827 0.358936
internal_count=175382 70078 105304 40957 35587 4761 3721 3549 30826 2416 5370 5122 64347 54580 4169 1146 3023 167 50411 2164 48247 9767 2045 28410 23035 1106 21929 46967 3077 2377 255 113 2471 1515 1280 1113 713 136 118 46154 1919 818 795 400 44235 7982 7375 739 6636 542 488 138
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 6 4 3 9 15 15 5 10 7 14 9 8 4 11 14 3 9 9 7 15 15 11 3 3 8 5 12 12 11 12 8 11 9 5 5 9 11 3 11 8 8 14 4 5 15 10 4 6 4 5 14
split_gain=0.300401 0.209514 0.261312 0.274905 0.212759 0.21147 0.208726 0.238751 0.206204 0.198747 0.194391 0.204844 0.189406 0.188195 0.172766 0.170119 0.198243 0.163686 0.160486 0.227998 0.170261 0.164478 0.222665 0.216643 0.262617 0.182349 0.171905 0.157569 0.153271 0.151387 0.170367 0.170616 0.148942 0.147648 0.143069 0.208279 0.228778 0.151968 0.139505 0.14357 0.139241 0.135548 0.134929 0.133639 0.146416 0.14678 0.132803 0.237761 0.172775 0.156577 0.171869 0.347969
threshold=0.052347818156704314 0.2711441326513287 -1.2286534610176196 -0.22482009307714176 0.017337145982668303 0.024121228740244308 0.10569798633811686 -0.03121506002794322 0.041744473060135449 -0.01650054309677431 -0.017740603014462588 0.04969203188924743 0.03223877400396067 1.4426100435252922 -0.005819185298672945 -0.16787998566604515 -0.0013740006834268568 -0.020121863450639852 0.093912948430450074 0.095212063416416831 -0.18188031239388294 0.040493946494282056 0.00068265721190035819 -0.053657244890928261 -0.029645799659192559 0.0018034718017463918 -0.52821417683806626 -0.54403097193202898 -0.2655837650095641 -0.027974666427889962 0.25972399746167257 0.060879469068042445 0.012820990058348183 -0.0011950138299764697 -0.048524996197052951 0.075088210296083896 0.04969203188924743 -0.11020958995703363 -0.14985475142020729 0.033458781896428265 -0.010346924919454362 0.03223877400396067 0.17518076875491681 -1.114348466236623 -0.44605829095974775 -0.23896540124209129 0.035545374504008562 -0.21610538442967567 0.11389689230703016 -1.114348466236623 0.10789689744320032 -0.0082969865830442285
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 5 46 -3 10 8 13 12 11 -2 34 42 -7 -14 -17 -12 20 27 43 22 25 29 33 -22 -24 38 -13 30 31 -23 -5 -25 -6 36 -36 -37 39 -20 -11 -28 -8 -4 -45 -46 -1 49 -49 50 -48 -52
right_child=6 2 18 32 9 14 7 -9 -10 40 17 28 15 -15 -16 16 -18 -19 19 -21 21 23 26 24 -26 -27 41 -29 -30 -31 -32 -33 -34 -35 35 37 -38 -39 -40 -41 -42 -43 -44 44 45 -47 47 48 -50 -51 51 -53
leaf_value=0.0011182834958270837 0.0036316782278800249 -0.14963269666156842 0.009074617772927179 -0.044923803602504725 0.049870493407403661 0.030139236304335532 0.014740136371782462 -0.010952443267529094 0.064002234783581788 -0.0035890688014676634 -0.036116561963000941 -0.020612135947576021 -0.065248435075820746 0.088187893301712783 -0.10782464764111602 0.065302668548872331 -0.070314319067880757 -0.012390765465174036 -0.03630052944043189 0.12263484206176652 0.04237289174160068 -0.12750858836059187 -0.081274131164367186 -0.011828337574866081 -0.019698441986824897 -0.0061553708810705111 -0.014170166160194368 -0.052357705361949072 -0.13775400687430747 0.021091762891477198 0.035619989094201471 0.055751439282758823 0.040964512909701989 -0.12878387343343137 -0.075504170751906463 -0.089040333129436211 0.07378929277526633 0.035217790001857874 0.089728644269736743 0.061789902500307962 0.014225007680649949 0.063966784887462935 -0.03242000471481446 -0.097414925013473125 0.031550304258539316 -0.06808307518576652 -0.032606128601097469 0.024299292387781481 -0.07046641880372094 0.053903196326212169 -0.046802635675468926 0.091640028931417539
leaf_weight=154.1733400005499 10.060990870370002 0.33826177276205271 0.38991821813397098 0.46563674154458456 2.6903210877371748 0.17842702916823328 2.9952271435558946 4.3323621826812069 0.89933216103963776 8.0172884886214923 3.386057408106125 0.33386183238690137 0.38106332301686052 0.27799271915864654 0.15551135886926204 0.32420733787148492 0.14089812839665672 20.317151287211463 0.35131860437104467 0.19493481964673254 1.9991033892774797 0.22236360569331726 0.32854229275835711 0.1489060175645136 1.5009895002822302 1.2503878692077703 1.9370747936504815 0.28760000002057395 0.15639437354912011 1.3962551496233575 0.15557779326991295 0.053544031576166162 0.32979991094907746 0.41497596864428521 0.39331011251488535 0.086280185147188937 0.12130376686400268 2.3182196588008992 0.25961477806413313 0.23302238783071516 9.6590155259236745 0.23296949189716532 0.74238467353188742 0.49921345901384473 0.25867459825167305 0.30468739423485847 0.5826298111242072 0.32927377654595957 0.42281113161516259 1.6099013281436783 0.2802338181718369 0.4565413223390351
leaf_count=101330 11290 104 159 146 885 18 3497 4072 535 3411 3853 184 98 73 41 95 65 29592 93 54 1308 139 144 148 1391 845 1544 128 50 775 85 23 123 157 238 18 39 785 95 49 4378 179 988 225 219 239 176 242 254 582 83 138
internal_value=0 0.00200141 -0.00983036 -0.0494756 0.00290515 -0.0956878 -0.00718348 0.0061394 0.0211906 0.0116466 -0.0107814 0.000510005 0.0266401 0.0113652 -0.0362901 -0.0171755 0.0231536 -0.0158043 -0.0050821 0.0275665 -0.0090236 -0.00418157 0.00656406 -0.0200074 -0.0420614 0.0237669 -0.0158185 0.00956203 -0.061459 0.00507134 -0.0455648 -0.090734 -0.00919736 -0.0991915 0.0332826 0.0177877 -0.0390369 0.0301446 0.0313011 0.00347855 0.0061497 -0.0053346 0.00526492 -0.0407271 -0.0588522 -0.0227652 0.00156767 0.0202925 -0.0293696 0.0331423 0.00743432 0.0391196
internal_weight=0 195.874 13.8873 1.46764 181.987 0.6722 43.5018 9.2473 4.91494 24.1319 34.2545 10.5512 6.4556 4.0156 0.333938 0.846169 0.465105 23.7032 12.4197 1.32649 11.0932 9.64069 5.74808 3.89261 2.06487 3.24949 2.49859 1.13156 0.490256 1.82774 0.431485 0.275908 0.795437 0.563882 5.60943 2.91911 0.514614 2.4045 0.843956 0.584341 17.6763 2.17004 3.73761 1.45249 1.06258 0.563362 157.855 3.68139 0.752085 2.92931 1.3194 0.736775
internal_count=175382 121248 8431 432 112817 163 54134 9165 5093 10012 44969 11524 2223 4558 59 258 160 33445 7999 419 7580 6738 4020 2718 1696 2153 1867 365 234 1022 247 162 269 305 1965 1080 277 803 237 142 7789 1723 4485 842 683 458 102805 1475 496 979 397 221
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=2 8 2 1 11 6 6 5 0 9 2 9 9 9 13 11 8 11 8 2 13 16 16 0 9 10 6 5 16 8 4 6 1 11 2 9 11 6 10 1 4 4 6 1 2 6 13 6 0 1 6 0
split_gain=0.420856 0.267609 0.290656 0.281522 0.348735 0.26999 0.307173 0.261468 0.228199 0.278779 0.210947 0.189207 0.248013 0.225739 0.192397 0.183207 0.180762 0.175463 0.233628 0.168869 0.260004 0.201663 0.220407 0.173369 0.167985 0.178062 0.199734 0.184923 0.183835 0.173506 0.166314 0.345318 0.308747 0.315692 0.300281 0.251583 0.205432 0.198639 0.19549 0.213243 0.205723 0.247116 0.212384 0.316612 0.251835 0.239691 0.178025 0.180837 0.17386 0.175219 0.202759 0.197699
threshold=0.029463357292115692 -0.020494586472575835 0.000221014503040351 0.99172669649124157 -0.0075694375923943593 -0.019592294719348109 -0.023207334155887972 -0.52821417683806626 2.1106557142047681e-05 0.0071418179186674207 0.013629605527967216 -0.0062186044488015974 -0.0059211595788558006 -0.012189057633757572 0.2144560673269533 -0.049335675758775017 0.014329607879325338 -0.00059507799594784075 0.0042886562233114441 6.4150719936151299e-06 -0.036867143935772492 -0.025341172063301675 0.013541403461696818 0.0024284975370392208 0.04969203188924743 0.016766142267228772 0.15753557737046137 0.3334024327006983 -0.060800107311916075 -0.035629183811293756 -1.0182040897952163 0.5152181269705628 0.20198223739862445 -0.0018458154672761691 0.079350549727678313 -0.032067411653894061 -0.11020958995703363 0.12906633104064449 -0.0065215987403087908 0.061607530340552337 1.2670013246311738 1.4768670721517181 -0.20764417412299715 6.3125016822596089e-06 0.75239405035972606 0.022263962279484132 -0.059329979280105145 -0.21384501560625482 0.0019220794201828542 0.00018600468320073563 -0.059579471741313415 0.014263591263443233
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 24 -5 6 10 -7 9 -9 -3 13 -13 -8 -15 -12 19 -14 -19 20 -10 23 -23 -22 25 27 -27 -4 -29 -26 31 32 33 36 -35 -36 -2 -34 -32 40 42 48 46 45 -45 -44 47 -40 -42 51 -51 -50
right_child=30 5 3 4 -6 7 11 8 16 -11 15 12 17 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 29 26 -28 28 -30 -31 38 -33 37 34 35 -37 -38 -39 39 -41 41 -43 43 44 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.016369178255352706 0.04634138709467038 0.010754181004799863 -0.023524376053759517 -0.033729069793321215 -0.17368151232108175 -0.027423287852551603 -0.062981019401535027 0.016669606101975657 0.078859359415490646 0.10713913465389234 -0.16597479642379648 -0.12910930545655036 -0.0089315490136010495 0.058892418687788731 -0.012322070365956873 -0.0042945283128533003 -0.0033984148279335639 -0.058549932564405251 0.040670472710350493 0.017146190646384528 0.058268054351622328 -0.10391915311745058 -0.0051660610650706481 -0.049336543749339948 0.0030646578567274669 0.036559637450110746 -0.023937795837268256 -0.025673779707395445 0.055241537133829538 0.079398807519236309 -0.015553071623060868 -0.15568290200995158 -0.064474455049008034 0.0053227492442656822 -0.02128643410895098 0.041243720965420554 -0.0086373824958915282 -0.0040648475293158142 0.015116746703366851 0.0016484029032905996 -0.11981413486970714 -0.020429290158369202 0.38223247773669122 -0.014285192150883381 -0.046027295784825395 -0.005144974884830583 -0.013098663434999292 0.11211923604693104 0.13319966300984545 -0.061896070556336641 0.032232197112875886 -0.0065056335157962818
leaf_weight=4.3963096625102507 0.69434848852961195 24.732107580083039 8.5006131330419503 1.1325566108225755 0.19703131849382671 1.5584373751771625 0.30984902639465861 0.85167955715769383 0.23677534425951319 0.55902120894188556 0.052908410696544617 0.1986828458320814 4.4253543818413155 0.86859779122096348 0.65430880746498588 12.350927499550833 5.9383779744784979 1.6833114237451798 0.26303159763483552 32.108545593292234 0.35093635160592374 0.48972244803735399 0.41106740489703952 0.2355281485033629 1.2136410247785532 1.3603219191445526 0.88811596305549745 0.48841340128637967 0.61842388844161067 0.37764162549865332 17.848980254172147 0.12136458956228935 1.0728818434763518 14.888669472299176 0.73387103408276733 4.7017551008102592 15.067870372646206 1.0918529141927136 2.4556327985810644 36.101847628841028 0.08161215376457942 3.3295131471804771 0.017177223402543684 20.472387161941644 2.8365888412115785 0.028693028125417186 2.8374443964794436 0.1919237432302906 0.086634524817782554 0.22634694577936798 4.0987978506127556 3.5850408838159638
leaf_count=879 345 16953 3917 403 35 438 80 137 20 103 14 18 736 156 113 7779 2887 252 56 21590 30 47 39 25 537 623 393 233 261 149 16307 29 292 5582 577 2515 6811 348 3473 28442 14 2868 25 28445 13311 30 3211 181 38 419 1729 1361
internal_value=0 0.00454453 -0.00615977 -0.012874 -0.0564661 0.00687013 0.00151133 0.0125769 0.0141017 0.0533983 0.00541924 -0.0157341 -0.0236462 0.0125857 0.0285042 -0.0052183 0.0126848 -0.0200112 -0.0448969 0.0155081 -0.0148652 -0.030534 -0.0598164 0.014875 -0.00849565 -0.012595 0.0126633 -0.0185186 0.0196931 0.0218504 -0.00387579 0.00167314 0.00224375 0.00445056 0.0126827 0.03276 -0.00616652 -0.0342834 -0.00613608 -0.00393151 -0.00893517 0.0024298 -0.0134295 -0.0175857 -0.0181799 0.205671 0.00426727 0.0228423 0.0118751 0.0134791 0.0270754 -0.00258969
internal_weight=0 107.452 19.1731 14.7768 1.32959 88.2792 45.5391 42.7401 41.1817 1.4107 37.1359 8.40314 6.57038 1.83276 1.52291 12.4038 39.771 6.3717 1.94634 33.8326 1.72403 1.48725 0.90079 0.586465 13.4472 11.8559 2.24844 9.60745 1.10684 1.59128 132.571 38.3726 38.2512 36.0865 20.3243 5.43563 15.7622 2.16473 94.1986 76.3496 40.2478 11.4079 28.8398 23.3548 23.309 0.0458703 5.485 2.64756 8.07843 7.99682 4.32514 3.67168
internal_count=175256 58903 7430 6551 438 51473 26157 25316 24878 240 24746 1411 1062 349 269 7793 24638 1044 308 21751 161 141 86 55 6113 5427 1016 4411 494 686 116353 16499 16470 15830 8674 3092 7156 640 99854 83547 55105 6429 48676 41811 41756 55 6865 3654 3561 3547 2148 1399
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=14 8 13 5 7 3 14 9 0 5 12 12 7 13 13 14 5 15 5 0 13 8 5 3 13 12 5 0 15 13 10 13 5 11 3 12 13 9 3 10 8 13 9 14 10 8 5 15 8 12 3 12
split_gain=0.256325 0.263983 0.235432 0.401077 0.300232 0.220426 0.206087 0.199238 0.197029 0.245608 0.190245 0.362029 0.308746 0.195931 0.198836 0.186753 0.174962 0.172753 0.166992 0.164457 0.162104 0.160512 0.179159 0.291845 0.290789 0.169651 0.208553 0.16948 0.211143 0.16472 0.158793 0.165257 0.293504 0.212557 0.192498 0.199139 0.178013 0.206008 0.286462 0.180689 0.173744 0.236755 0.178802 0.304159 0.18657 0.222984 0.19004 0.157625 0.157383 0.165332 0.157259 0.198139
threshold=-0.13845940182542785 -0.01263861211780983 0.025134160212482083 -0.37108778954159743 0.053673216067166539 -0.028458733111619946 0.11713657654141597 0.04969203188924743 0.0010833700653165581 -0.4866729155104213 -0.42723355350575548 1.4069788110808166 0.012857244204874526 -0.018980417185648784 -0.065882073211777525 -0.063367276200108832 0.69670162076338282 0.1438557445940605 0.17795907949666914 5.4815567636978819e-05 -0.72115151712085046 -0.00079795789080891108 -0.035546418998576856 -0.73054007161408652 0.57803188586465226 3.7815447167891527 -0.038188477752800647 0.0007475773454643787 -0.18671960296858472 0.36739055346293276 -0.00052898951898057011 0.47871695499278705 -0.080033592448637239 -0.081844389534063089 -0.32385599281406025 -1.486013028195752 0.30477165868743178 -0.020121863450639852 -0.045489524258300655 -0.0055136406610425707 0.0022830680709797825 0.081148484927701922 0.0029730782110547623 -0.27130460987041322 -0.02258505631802921 -0.026108577799049622 -0.22843498886419458 -0.028325313151835053 -0.0096537634399665711 1.1877900821989666 -0.31070271087810392 0.52077729994213051
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=8 -2 7 5 19 -4 18 16 10 -10 -1 13 -13 14 -12 -7 -3 -9 -6 47 -11 22 25 -24 50 26 -21 -28 -29 -30 31 33 -33 -22 35 -35 37 38 -36 -38 41 -37 44 -44 45 -43 -46 -5 -15 -50 51 -25
right_child=1 2 3 4 6 15 -8 17 9 20 11 12 -14 48 -16 -17 -18 -19 -20 21 30 -23 23 24 -26 -27 27 28 29 -31 -32 32 -34 34 36 40 39 -39 -40 -41 -42 42 43 -45 46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.03206630221944292 -0.010101052991110146 -0.004039057901668407 -0.0017026017689296758 -0.019555426958283762 -0.033214632638057774 -0.10550563005736446 -0.068437585245678209 0.0027086120692808029 -0.032107538097544262 -0.041044330011787096 -0.014362084619129238 0.046507623560665512 -0.063802166307354732 -0.023983971791027743 -0.088581803932346312 -0.031864020625840386 -0.02909908758427205 0.054893112979271123 0.025001131008788036 -0.0032808682313844872 0.048507938618429267 0.010884220513135891 0.081801059748904087 -0.053324759801820998 0.068668945416666488 0.084466364305059952 -0.10967453597616079 -0.11497768985935881 0.004300006147968158 -0.068468354057541564 -0.0055466051718732253 0.055297604859451399 -0.056830381337139163 -0.096852354529628246 -0.082884403568956586 -0.0404623860426662 0.022373444694676583 0.012336428290569676 0.010876079682915044 0.093314916125276426 0.024982288388674095 0.079598656527071876 -0.092060382277006511 0.032250981887140116 -0.0569230525801716 -0.1115543862999249 0.062204820234936634 0.074909916402393514 0.030128540621946299 -0.077427592058215589 0.0061471801776697386 0.030126353130080625
leaf_weight=4.9463235969951711 32.219091441781075 70.011730316626114 2.3403120117418439 0.2328382836876699 1.1514166238521277 0.40207943115819977 0.80160126418195421 1.6609475987197577 1.9263885576365272 0.75850442645969351 1.2437546599644518 2.5171527876068471 0.26661159687864699 1.1435737739147951 0.49623827655886987 2.1156314828149325 2.8845948653779478 1.0107316748362789 0.83532265072972212 11.084984574976941 1.3594143874270219 37.452582572453849 0.50629001868583046 0.97185002013611377 0.68182562812171532 0.18033461705636078 0.26510067796334746 0.21701951129944075 1.2716857829655048 0.39343018235740612 10.490622103365128 0.30029886406191508 0.87650883768583188 0.22476228762388917 0.54114613831006864 1.8972275968753809 1.2914561577385937 19.779280717822452 0.7733842138241076 0.48911750692332034 1.472970017083753 0.077538122073747218 0.37775288545981311 0.37850408716985828 0.14061863859842505 0.16102792879792049 0.98041006576545564 0.64101933574965997 1.8781230299791776 0.13784332149225509 12.209717857170515 0.38604821720764448
leaf_count=1539 19588 71023 1171 63 536 114 377 756 691 767 408 826 57 285 121 1630 1119 363 345 11171 334 27357 276 469 510 93 23 25 262 56 6505 195 365 111 216 851 581 11978 477 287 666 21 91 133 146 43 574 153 625 71 8528 284
internal_value=0 -0.00189252 -0.000124969 0.00387814 0.0058277 -0.0238464 -0.0262188 -0.00405248 0.00579523 0.00265103 0.0168041 0.00692787 0.0356085 -0.00943667 -0.0362041 -0.0442752 -0.0050375 0.0226807 -0.00873327 0.0071781 0.00424401 0.00659663 0.000892601 0.0084913 0.00578889 -0.00746723 -0.00883064 -0.0372215 -0.0260951 -0.0134297 0.00508652 0.00867192 -0.0278244 0.0101217 0.00826747 -0.00813729 0.0123662 0.00978213 -0.0283068 0.0425832 -0.00420464 -0.0149798 0.00801507 -0.0305243 0.0295682 -0.0482263 0.046613 0.0498506 0.0054233 0.022168 0.00254408 -0.0295179
internal_weight=0 181.928 149.709 74.1411 69.2831 4.85802 2.78834 75.568 56.9266 44.2969 12.6296 7.6833 2.78376 4.89953 1.73999 2.51771 72.8963 2.67168 1.98674 66.4947 42.3705 65.6209 28.1683 14.7557 14.2494 13.4126 13.2322 2.14724 1.88214 1.66512 41.612 31.1214 1.17681 29.9446 28.5852 5.71081 22.8744 21.0938 1.31453 1.78057 5.48605 4.01308 2.11585 0.756257 1.35959 0.238566 1.12103 0.873858 3.15954 2.01597 13.5676 1.3579
internal_count=175256 146292 126704 53443 50528 2915 1258 73261 28964 25032 3932 2393 883 1510 529 1744 72142 1119 881 49270 24341 49054 21697 10067 9791 11630 11537 366 343 318 23574 17069 560 16509 16175 2636 13539 12671 693 868 2525 1859 1008 224 784 64 720 216 981 696 9281 753
shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=2 4 2 4 1 12 2 2 7 9 12 11 1 9 1 4 2 8 1 2 7 8 8 9 14 13 11 8 1 10 1 4 7 1 13 1 14 14 10 12 7 12 10 12 1 11 10 12 11 7 14 7
split_gain=0.256265 0.294529 0.203854 0.186043 1.01 0.160541 0.424295 0.180332 0.179649 0.198669 0.192912 0.175239 0.173293 0.167794 0.281153 0.171457 0.167355 0.160817 0.309798 0.241203 0.169833 0.159297 0.156083 0.239632 0.161645 0.183014 0.148974 0.148328 0.255204 0.236379 0.221883 0.190049 0.211827 0.215161 0.232769 0.413147 0.329174 0.236487 0.292493 0.201476 0.197775 0.186547 0.183755 0.181816 0.259916 0.210983 0.223636 0.210865 0.282082 0.210761 0.189572 0.25735
threshold=0.19758658111095431 0.29970269777277475 0.64543026685714733 0.321143775935744 5.5709562730044133e-05 1.8365623323580114 0.19172064960002902 6.4150719936151299e-06 0.009593272031313509 -0.0084322504029817526 2.3025844067551131 -0.049335675758775017 0.99172669649124157 0.00081742719838052904 0.98228898644447338 1.4527126965909007 0.00054774445015937101 -0.012000760788881307 0.99019399285316478 0.00013157670764485377 -0.00096909862428256103 -0.053604382876517427 0.00096834075211042097 0.0034539953030045373 0.26201907309375932 -0.48260832117788705 -0.0039506966718300682 0.0027833712780169812 0.97902131080627453 -0.056768613286046841 0.97476536035537731 1.4479182887617477 0.028843912177037401 0.020454058423638347 -0.020995936220023187 0.99304074048995983 -0.31377015994592522 -0.09288935852174933 0.026368809211598 0.99486491195478044 0.0057385685513948086 1.075263367392618 0.0002349117583570853 -1.3987767430194784 0.46004161238670355 -0.032789894568991292 -0.0044012142840495891 0.41110965193538246 0.023238948525101496 -0.015146011638795037 0.16036448600669961 0.022021917898779522
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 2 -2 4 -3 7 8 11 9 10 16 -1 17 14 15 -10 -7 20 -19 -20 -11 -14 26 -24 -25 -26 -5 29 30 -9 42 -31 33 -33 35 36 -35 38 39 40 -36 -41 43 44 45 -29 -47 50 -49 -46 -45 -52
right_child=1 3 -4 22 -6 6 -8 27 13 12 -12 -13 21 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 28 -30 31 -32 32 -34 34 37 -37 -38 -39 -40 41 -42 -43 -44 47 49 46 -48 48 -50 -51 51 -53
leaf_value=-0.044058498437877541 -0.012255730023696251 0.6170509690443029 -0.040432388781079708 0.046989339980359507 -0.015191328049106403 -0.09975545761533551 0.15409658408894167 -0.031597873008920752 0.0028102940451914279 0.013327441469400035 0.0077271564911110396 0.027003815042947722 -0.07180868048040577 -0.028718981062840182 0.078705624066254809 -0.10112122179189426 -0.012275748322344418 0.0092968235923588695 -0.13523952043948281 0.029422482259635216 0.070838823737845821 0.041860554271112939 0.0177554958707337 -0.0011012077454458592 0.069786123628282334 -0.056995089365280638 -0.022052526128844851 0.055201932399265276 0.040698363226673258 -0.00031572955748018208 -0.11071447988771065 0.068841620255542066 0.047376393843884292 -0.11237252660418642 0.03787772024609732 -0.12960354002339403 0.0036629075866516803 -0.038277344952672751 -0.19234218114207044 -0.11699997762384123 -0.030109331404299302 -0.0085558789908687562 0.010687729848887705 0.0068610350175050787 -0.2438685992154758 -0.030984016534969402 0.018674787584498496 -0.011953527358931883 -0.11991855442880012 -0.055205168684887854 -0.0016597348848287426 -0.08357065818083198
leaf_weight=0.36502790078520764 10.738759313863172 0.013749242309134213 3.3690419142269539 0.32288359739504802 0.12624686147501052 0.36783055582782909 0.18411708428356988 2.6364316446770308 1.2221884112268515 1.3489347142203771 1.6294216353462614 3.8916865055307417 0.11268633068539236 2.2373228191372618 0.45300466089247482 0.16468156294286007 0.51884050196690623 7.9050773629937741 0.25085335169387679 0.12493391611678817 0.82213969621989846 3.1965972841398971 6.8181779989567968 3.783027892935479 0.11265820305379737 1.0357721978452898 3.9460535884823029 0.41290520080747217 1.8117725269185019 109.56706797815551 0.1541464518641068 0.24671373570890676 0.47930753149557848 0.30325575633469259 1.9055871112068423 0.50259474870108523 1.0227688123923142 2.2370334635088516 0.057199854403734096 0.18213045151060203 0.53598540386155935 0.78703919325926108 21.036787251018723 28.505933982463521 0.062733326463785488 3.4415529051821063 1.2157553575552804 4.4547075970367578 0.23878241989223159 0.29226826523154148 1.2698870216700004 0.53242078278890392
leaf_count=47 14997 10 11349 361 429 131 56 1043 973 643 1149 403 28 1202 115 73 454 5875 32 74 298 1342 7981 5162 108 1022 6001 171 804 72785 62 139 118 44 665 79 314 695 3 56 196 287 13875 16546 20 1909 819 3261 71 184 845 189
internal_value=0 -0.00847875 -0.0190265 0.000741007 0.108863 0.001365 0.00975586 0.000448213 0.00831826 0.0130181 -0.0127509 0.0207537 0.0177399 -0.0104201 0.011893 -0.0106431 -0.0498011 0.0113895 0.00500628 -0.0816287 0.0355002 0.0376306 -0.000322348 0.00562922 -0.0111399 -0.0436928 -0.0166591 -2.37555e-05 0.00388952 -0.00208455 0.00279591 -0.00141956 -0.0160305 -0.0200347 -0.0230989 -0.0539821 -0.0239979 -0.0130644 0.00331064 0.00756214 0.0228442 -0.030658 0.00311219 -0.000832801 -0.0178358 -0.0118678 -0.0179995 0.00181028 -0.0178736 -0.0984862 0.0048671 -0.0264311
internal_weight=0 30.2664 14.1078 16.1586 0.139996 208.688 20.5386 188.149 20.3545 16.2773 2.51609 4.25671 13.7612 4.0772 1.83987 1.38687 0.886671 10.4519 8.28086 0.375787 2.17107 3.30928 16.0186 11.7496 4.93146 1.14843 4.26894 183.893 63.4297 120.463 61.6179 117.827 8.25962 7.78031 7.53359 1.82862 1.32602 5.70498 3.46794 3.41074 2.44157 0.96917 61.4637 40.4269 5.42522 5.07021 4.65731 35.0017 4.69349 0.355002 30.3082 1.80231
internal_count=175495 47420 26346 21074 439 128075 12445 115630 12389 10026 1734 450 8292 2363 1161 1046 585 6922 5981 106 941 1370 20635 14273 6292 1130 6362 115180 38756 76424 37952 75381 2596 2478 2339 437 358 1902 1207 1204 861 343 37890 24015 3103 2899 2728 20912 3332 204 17580 1034
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=3 8 2 0 3 2 2 2 6 11 16 15 15 14 2 6 2 16 8 2 9 0 9 0 14 10 2 8 16 9 9 15 15 7 7 15 16 0 15 11 15 10 8 7 16 10 3 2 14 8 3 0
split_gain=0.256592 0.349505 0.245543 0.194644 0.427899 0.265888 0.176191 0.173076 0.168504 0.167747 0.160087 0.16407 0.238797 0.225492 0.254022 0.179729 0.158348 0.18392 0.155352 0.164314 0.162146 0.161682 0.154825 0.145078 0.144741 0.1374 0.330284 0.279429 0.229155 0.220119 0.183369 0.239201 0.150073 0.13764 0.149347 0.136708 0.131152 0.163029 0.187562 0.221886 0.166768 0.135336 0.131828 0.140935 0.141809 0.129872 0.128865 0.128755 0.128739 0.201663 0.128038 0.127531
threshold=0.31551935430616146 0.083943377588604665 0.080708838999271407 0.040882168337702758 0.016290777828544382 0.0061433615628629932 0.079350549727678313 0.014725818298757078 0.037270826554044421 0.011540142814983183 -0.084937334056951766 -0.081637752352225215 -0.0064707997972644413 -0.11711305535062404 0.00010640882464940661 0.2711441326513287 0.9987354874610902 -0.0015480088317489107 -0.00027017848571647495 0.072266228497028365 -0.0019140269668713014 0.3650593906641007 0.0025250750446735881 0.015637677162885669 0.50883402762134289 0.0051384919041794425 0.0072895907796919355 -0.04859328665311502 0.10822901837983033 -0.023057313325008679 -0.024246597109299852 -0.10576204493395906 0.043981876183343281 -0.08263615226086797 -0.043515037873827545 -0.079937535717921129 0.12584217509949178 0.20105580985546115 0.1729020655304386 0.00062985797177446173 0.0779224134512186 -0.0376204254371948 -0.027418900464067673 0.038555664038876607 -0.034252911609695937 0.01235284874857167 -0.017560018226504322 0.00025425935746170586 -0.05160080600930405 0.0041790043259124785 0.053962887264788158 0.16904453188180926
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 18 3 4 6 10 -1 -3 -8 -6 11 -5 47 15 -15 51 23 -18 20 -20 -2 -21 -16 24 -4 29 -27 28 32 30 -7 -32 -28 -31 35 -35 37 38 42 50 -39 -41 -25 -44 -45 48 -46 -13 49 -23 -40 -14
right_child=1 7 16 5 9 25 8 -9 -10 -11 -12 12 13 14 22 -17 17 -19 19 21 -22 45 -24 36 -26 26 27 -29 -30 33 31 -33 -34 34 -36 -37 -38 40 39 41 -42 -43 43 44 46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.00077663432734788112 -0.043812020914036194 -0.18485606103559604 0.013328004209905138 -0.032845538536462368 -0.032244803935345442 0.018017736406153836 0.096291756469007742 -0.040767717848313928 -0.045069677191007622 -0.10939904318628341 0.029945082043340232 0.097842140278724746 0.011061841992351162 -0.16058325816499042 0.03812213978205365 -0.10495314392312549 0.16874237495557387 -0.0047193848439370288 -0.041151167784597098 -0.050759027987819165 -0.0048985014976360031 0.12424118096719483 -0.088135726538164441 0.018781939941991933 -0.090458391486003653 -0.12078474070837764 0.029778456742622996 0.018100897822815563 -0.10425624498004651 0.059168766152685175 0.16679782302656787 0.0048192644085971337 -0.065106656231296314 0.019911125385508432 -0.00066173964272932565 -0.060009559991441953 0.0081720242374166523 -0.0047164923652931057 -0.027108088126708701 0.045160895761914122 0.028511416215087459 -0.064607676888640442 -0.0087880875833189209 -0.00071868210388089391 -0.095213400253926384 0.036514761874079364 -0.024282470804221419 0.021472513867063243 -0.0062851324777469372 -0.0043647465754714995 0.027563892796033565 0.08475386638878335
leaf_weight=106.60036748735837 2.3366442236538205 0.15403992356732565 5.0817219510759051 0.8759310079058199 1.5197967629282221 2.1952422126669267 0.33412133851015724 0.18746386991915642 0.099292188686376903 0.33725735248845001 7.2636035306738318 0.42279432150462604 1.3012938799583942 0.14992734596307755 0.23122345744468475 0.097601962614135007 0.095731204768526368 0.13068781330730317 0.89690870529647959 0.4687039475147684 1.9732285271265926 0.18708821357722527 0.14210456321234233 1.617361090146004 0.12060808673595591 0.16623234876897086 0.46080674175209313 13.12016866062322 0.31535005654222914 0.35600964601508067 0.18678502323746216 0.16653137681350827 0.23828287156902661 0.28363098662794073 32.833253578792302 0.77224241155453544 5.1659279917305403 5.0896669969156383 1.2323466919679043 0.1081593498447545 2.1279960700371703 1.6888201680685595 30.735981067874718 0.62430539325760026 0.52158687307201024 1.3151364797886342 0.51869006141896434 0.46836901012920862 3.5113387235443567 0.29874667897911422 0.63506816379504005 0.27098754285270832
leaf_count=53498 3336 3 3821 358 1342 1403 113 133 61 132 4921 115 717 27 257 43 114 266 1047 740 3450 229 74 1304 82 106 236 8297 117 190 25 99 105 192 23933 415 5412 7644 950 78 2276 1564 35372 375 230 1481 427 366 6894 494 520 111
internal_value=0 -0.0145209 0.000888618 0.00276229 0.00021127 0.00721846 0.00104065 -0.111634 0.0634119 -0.047152 0.021143 0.00493779 0.0157936 -0.00205068 -0.058225 0.015975 -0.00489099 0.0755003 -0.0113289 -0.00175984 -0.0260882 0.00445794 -0.0117408 -0.00524425 0.0106251 0.00415345 0.0124648 0.0141802 -0.0359725 0.000918599 0.0291673 0.0943015 -0.00336729 -0.0011976 -0.00186213 -0.0385666 -0.00689638 -0.00863259 -0.011269 -0.0327165 0.00512566 -0.0576269 -0.00894297 -0.0103364 -0.038534 0.0094812 -0.0608388 0.0588974 0.000465661 0.047771 -0.00843157 0.0245603
internal_weight=0 11.3293 226.704 171.209 108.891 62.3184 107.034 0.341504 0.433414 1.85705 11.2238 3.96023 3.0843 2.19314 0.523255 1.66988 55.4947 0.226419 10.9878 6.67792 4.30987 5.78101 0.373328 55.2682 5.20233 51.0945 14.3008 14.1346 1.01444 36.7937 2.54856 0.353316 0.69909 34.2451 33.8891 1.05587 50.0659 44.9 37.6823 3.66439 7.21766 1.79698 34.0179 32.4006 1.66458 5.31231 1.04028 0.891163 3.99717 0.485835 1.86741 1.57228
internal_count=175495 17807 157688 97253 55146 42107 53672 136 174 1474 6989 2068 1710 1229 358 871 60435 380 17671 10885 6786 9838 331 60055 3903 35118 8861 8755 458 26257 1527 124 341 24730 24540 607 56152 50740 40820 3112 9920 1642 37708 36404 1032 9098 657 481 7617 723 1470 828
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=3 2 4 7 4 11 15 2 3 3 1 15 1 12 7 12 4 1 1 15 1 11 3 3 14 7 7 8 7 2 3 2 14 0 12 12 4 14 11 2 14 3 3 14 14 12 0 0 2 7 2 7
split_gain=0.274717 0.437013 0.230913 0.322086 0.232238 0.256932 0.217278 0.208949 0.188664 0.194393 0.265367 0.188116 0.220303 0.223113 0.200023 0.219398 0.164566 0.432577 0.175233 0.572385 0.194397 0.214808 0.256949 0.223761 0.161217 0.156974 0.20589 0.187792 0.172763 0.169637 0.15649 0.155442 0.15135 0.148919 0.143069 0.261959 0.142089 0.209322 0.141011 0.167463 0.154125 0.176768 0.154728 0.138492 0.145348 0.136852 0.136539 0.232867 0.136888 0.132413 0.13211 0.130819
threshold=-0.073050131555646644 0.0072895907796919355 1.3784032573962348 0.014698329698537278 1.4527126965909007 0.0030103902244277216 -0.15728977870842861 0.68941834568977367 -0.29840000020340079 -0.19334460550453511 0.99514770507812511 0.036020899195682722 0.99746787548065197 4.0157232283915993 0.0098057046950630472 0.24048673775774068 1.4178856183068673 0.99746787548065197 0.99746787548065197 -0.042866044566709484 0.99514770507812511 0.00020081105031507704 -0.6261416533961891 -0.31070271087810392 -0.71898946181928192 0.0063586439237100995 -0.0039214023149430777 0.001054936085348644 -0.0034281107335150636 0.017709365114569667 -0.034563535824418061 0.0053890980780124673 0.23179313956511713 0.0032694389810785656 3.2633814054046515 1.4069788110808166 2.2971851528775429 -0.19817989148944024 -0.0066178464241472895 0.00029351787816267466 -0.24647270281623665 -0.49810768943279976 -0.14470711350440976 -0.094990585358015231 -0.17180546926150189 -0.085957367357013564 0.00010804989506141284 0.0041566637810319671 0.00015969910600688311 0.0089143407938088535 0.00025425935746170586 -0.0089387424424061113
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 11 7 4 16 36 -5 24 45 -10 -11 12 13 34 15 31 17 50 20 33 25 22 43 -24 -1 26 29 46 -28 38 -16 -13 -3 -20 35 -2 -6 -38 39 40 51 -42 -43 44 -22 -8 -27 -48 -49 -29 -4 -18
right_child=1 32 3 6 5 -7 8 -9 9 10 -12 14 -14 -15 30 -17 18 -19 19 -21 21 -23 23 -25 -26 27 28 49 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 41 42 -44 -45 -46 -47 47 48 -50 -51 -52 -53
leaf_value=-0.042738775079589876 0.00051296384393014112 -0.0041347766641766405 0.059274325116711116 0.091847999150879669 0.040083989463155584 -0.080643451464175939 -0.045490554504959181 -0.053299261009556523 -0.092866842840990449 -0.034522435404238251 0.081485952731865027 -0.0041655853317179234 -0.050533154319137352 0.073402085386908691 -0.052355638541005278 0.048782632143795128 0.11161168848766628 -0.1613872916523155 -0.019611484028970221 0.0770629521655085 -0.099450731358707398 0.043341644475524618 0.060694893396666762 -0.051256314655908658 0.0076710293131460692 0.07562196994251108 -0.11250841853155485 0.1019077465656745 -0.023608104027213167 -0.097916098542480262 0.013589188069110384 0.066483964248009342 -0.016543673280778097 -0.13270401807823884 -0.039075377563022276 0.042065344383407199 0.024905958682117559 -0.036839057629858146 0.072219418280987366 -0.039809841557304319 0.06508966858806986 -0.11002530886057681 0.024338001115134386 -0.15850540594197884 -0.0047239911802436519 0.052692254789664716 -0.069826926637608824 0.072851570340506239 -0.023255235414435482 0.0029221397027699813 -0.045702577936317122 0.01067156608376151
leaf_weight=0.62294854819901857 10.454025209162774 111.55384019542444 0.18466329397052206 0.41382142968359437 1.584848110294842 0.27060093132968166 0.1489611760043773 0.55773372393014042 0.23708921723300624 0.53598062906530519 0.28883267374476418 1.8185828220166507 0.69638203532667908 0.46276270887756332 0.5054035905850468 3.3156563594734507 0.26772731333039701 0.25871796501451172 0.35478532582055777 0.7405471793244931 0.47124298178823665 0.22358323098160315 0.24775168445194129 0.53105973492347314 70.604993466802881 0.15481679048389096 0.21134185048867848 0.32393891905667249 5.7687883918115404 0.11962524653063145 1.1380384938420318 0.35775013458624005 10.764860426672952 0.16152877919375896 0.71094482210719512 1.7572662108823358 1.4144797756598566 0.87286085901723698 0.35790333882323389 0.54865706714917917 0.17729156743735064 0.18591751414351154 0.13880861015059065 0.23325146129354823 0.24497913460072596 1.0977919344804834 0.48603404748428125 0.26751456293277442 0.29540387028828263 0.2253900864161551 0.27682850497512845 0.24088700948050235
leaf_count=295 6586 102614 51 47 1178 154 33 1087 55 163 41 1255 472 101 332 1833 24 29 46 105 49 19 29 57 41139 11 28 34 770 23 712 235 12261 20 301 1442 230 140 61 96 23 24 21 15 18 152 58 33 60 31 147 32
internal_value=0 -0.00293082 0.00406051 -0.00527884 -0.0101726 0.0105411 0.0266516 0.00673656 0.014359 -0.0164826 0.00695479 0.0103123 0.00359909 0.00647807 0.0235191 0.0326541 -0.0164422 -0.0624292 -0.0138092 0.0214611 -0.0176175 -0.0462969 -0.0582131 -0.0150888 0.00721971 -0.011815 -0.0177383 0.0151794 -0.0270707 0.00965903 -0.00703043 0.00788799 -0.00522906 -0.0581998 0.00398489 0.00654448 0.0172493 0.00124239 0.0172007 0.00390735 0.0279159 -0.0113544 -0.0542911 -0.0926679 -0.0679402 0.0404916 -0.00707154 -0.0203226 0.0232412 0.0626451 -0.00306247 0.0657604
internal_weight=0 143.536 92.3499 20.5643 17.8418 4.14279 2.72248 71.7857 2.30866 1.0619 0.824813 21.2168 14.0814 13.385 7.13543 5.49199 13.699 0.72021 12.9788 1.25686 11.7219 1.95187 1.72828 0.778811 71.2279 9.77005 8.01695 1.7531 5.98013 2.03682 1.64344 2.17633 122.319 0.516314 12.9222 12.2113 3.87219 2.28734 1.91719 1.55929 1.01063 0.502018 0.324726 0.949474 0.716222 1.24675 1.20377 1.04895 0.562918 0.549329 0.461492 0.508614
internal_count=174772 128144 46628 4107 3616 1702 491 42521 444 259 204 13269 8902 8430 4367 3323 1914 227 1687 171 1516 187 168 86 41434 1329 1102 227 798 304 1044 1490 114875 66 8329 8028 1548 370 281 220 124 68 45 82 67 185 162 151 93 65 198 56
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=3 2 2 6 9 12 8 8 12 10 9 7 15 3 9 2 11 6 0 12 9 3 7 1 1 15 11 15 3 11 7 10 6 15 10 9 11 6 6 9 3 3 8 12 0 1 12 1 10 9 3 6
split_gain=0.289727 0.39124 0.184793 0.190823 0.287406 0.195915 0.169404 0.274468 0.243671 0.2635 0.292209 0.225007 0.191719 0.180502 0.178748 0.245133 0.449207 0.322545 0.23101 0.193786 0.175621 0.204681 0.191714 0.173228 0.171629 0.241564 0.169487 0.163654 0.163162 0.162109 0.158159 0.18177 0.180611 0.160222 0.157332 0.156375 0.184081 0.159055 0.225439 0.21211 0.192281 0.154603 0.147875 0.147349 0.152788 0.146211 0.173645 0.142758 0.139736 0.138226 0.1354 0.134473
threshold=-0.073050131555646644 0.0032056964701041584 0.75239405035972606 0.1728611137987397 0.055574674010489225 3.3625990384464717 0.00026093446581438082 0.021607223580276804 2.3025844067551131 0.0021336234427631402 -0.0084322504029817526 0.064772109244883844 0.25907608536695864 -0.25341068161651487 0.0065068022113403115 0.00010640882464940661 5.0179580607887427e-05 1.0000000180025095e-35 5.4815567636978819e-05 -0.57887367097069953 -0.0066632720053097687 -0.13019833061844108 -0.008322820206758761 0.18398679792881015 0.99746787548065197 0.042760320340333079 -0.0015159381726463814 0.055091362767190948 -0.09997690841555594 -0.0091749712801376011 0.049495041486937251 -0.034897153497659879 -0.034920294783893718 -0.15728977870842861 -0.024789268006805774 0.034713267387790257 0.058481474106494256 -0.1843508417634199 0.15224433440569515 -1.0000000180025095e-35 -0.0021291690645739432 -0.6261416533961891 0.0385934434743785 3.4778855198657124 0.00025667934096418327 0.61829057335853588 -1.3647613217094978 0.89401552081108104 -0.0055136406610425707 0.063491522161234951 -0.070841645821928964 0.10679623375018679
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 3 4 6 -5 8 30 9 12 -11 23 14 -10 15 16 17 19 -17 -1 21 22 -15 41 -20 29 -13 -7 42 -26 31 32 -8 -32 49 36 45 -38 39 40 -39 -12 51 -33 -45 -3 47 -47 -31 -6 -37 -9
right_child=1 35 -4 5 34 27 7 28 13 10 11 26 -14 20 -16 18 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 48 33 43 -34 -35 -36 50 37 38 -40 -41 -42 -43 -44 44 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.036965918241322844 0.012325352702891151 -0.0056839139620052399 -0.040242693704497234 -0.001270658364780084 0.13149659588600407 -0.066260091322880729 -0.13112358950583466 -0.036156076449335071 0.043129748262084128 0.044705543773465049 0.046520698535708158 -0.012377713687823057 -0.057040317701177637 0.1010774532238768 0.0099549991427736618 0.073956061106395285 -0.19584944257208386 0.080260377865560756 -0.0045366409480567908 -0.048308119028885516 0.021847070511112142 0.012511531976764781 -0.11761959403840319 0.015780883941741687 0.09678029402448024 -0.13530454848648049 0.11523778599078363 0.063255491239597422 -0.067086278531605578 -0.1304296137583042 0.061500242096723973 0.020971449300623626 0.01265859775661536 -0.058635719732766073 0.016477539893389622 0.10205428011178502 0.015733597898908436 0.065192217587083712 -0.010662879118871619 -0.15040968329874849 -0.070635782982054959 -0.016004445322391356 0.0241037612519551 0.046393005598555616 -0.07626594694904254 0.10845117715711979 0.0061413666735221648 -0.039604424792535668 0.01620519467126082 0.047750575833007791 0.0078713397511239441 0.044203669132423712
leaf_weight=0.29128312628017861 15.231434258350331 112.66464588705151 0.90093416307354246 21.791515841883498 0.25659860078303631 0.73813613634774711 0.14320418737770524 1.3439703229059894 2.3618049912993229 2.1670699203859831 0.41311409621266459 0.15220020416018087 0.70797780303109803 0.032263687593513168 6.0580644994170134 0.34594615074820367 0.15021310536394583 0.23911089642388095 13.949491761865371 2.1231909853850182 1.7020755038201958 0.39363175561993591 0.29839197028468334 4.3982320856102888 0.093503759586383239 0.22826465821344755 0.29125546482100695 0.097845498537935782 0.4834583418960382 0.09658471403963631 0.12715867559381877 19.754163874769354 0.18519247378936299 0.48271893727360193 1.1990657036067194 0.13878357906651206 0.52363132313621497 0.11217344310352928 0.93505413023285655 0.28138685666635754 0.57008089030205156 4.8978151419369151 1.0477737373548732 0.13639843382043082 0.29440338550921297 0.27828486414546194 5.2877173766623562 0.073547705513192341 0.14301888460340784 0.8574827135889791 6.7381298830641745 0.2304132614226545
leaf_count=92 9093 109175 1214 7098 45 121 47 596 1383 1048 174 47 283 17 2808 135 26 201 9929 583 961 174 127 2654 70 68 75 27 210 56 35 12155 99 146 407 22 277 50 873 76 311 2501 399 46 124 187 4454 62 131 211 3564 105
internal_value=0 -0.00281405 0.00439036 0.0048414 0.00748529 -0.00311257 0.00626041 0.0129025 0.00238196 -0.000387215 0.0115269 0.00437982 -0.00640011 0.0235574 -0.00484739 -0.00992987 -0.0369538 -0.0267283 -0.00479219 -0.0378276 0.00433239 -0.0363691 -0.0922516 0.00113647 -0.00675688 -0.0601129 0.0726375 -0.0501098 -0.0147926 -0.00438396 0.0169833 0.018483 -0.0535203 -0.0325654 0.0419989 -0.00462262 -0.00545848 -0.03265 -0.0460154 -0.0795128 -0.047226 -0.0110033 -0.00476809 0.0197001 -0.0371337 -0.00489695 0.0107936 0.0770892 -0.0477827 0.0687838 0.0100276 -0.0240367
internal_weight=0 142.835 91.6049 90.704 68.0765 22.6275 65.7634 24.2289 41.5345 36.7463 12.3197 10.1526 24.4267 4.78817 23.7187 17.6606 2.8038 2.65359 14.8568 2.41447 2.42636 0.724287 0.330656 9.70916 14.5109 0.561372 0.443456 0.835982 3.10562 0.333107 21.1232 20.5134 0.328397 0.609878 2.31315 127.603 120.727 2.42233 1.8987 0.963641 0.682254 5.31093 2.62216 20.185 0.430802 118.304 5.63955 0.351833 0.239604 1.11408 6.87691 1.57438
internal_count=174772 128144 46628 45414 38168 7246 37505 13962 23543 20881 6499 5451 14382 2662 14099 11291 902 876 10389 675 1279 318 144 5329 10254 325 122 148 1310 257 12652 12471 146 181 663 119051 115465 1587 1310 437 361 2675 1100 12325 170 113878 4703 249 187 256 3586 701
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=16 9 6 14 16 7 0 0 5 5 9 15 13 5 14 5 9 16 12 7 7 9 12 12 13 13 0 16 0 9 7 6 15 7 14 12 5 12 0 12 15 16 6 12 15 12 6 9 15 16 14 12
split_gain=0.171004 0.164619 0.16783 0.140539 0.20412 0.161922 0.146703 0.142058 0.195836 0.145533 0.143654 0.139492 0.126942 0.133641 0.122199 0.117805 0.120388 0.117087 0.220302 0.234426 0.264022 0.210438 0.235384 0.209244 0.206645 0.200722 0.259016 0.19824 0.253253 0.181272 0.178019 0.171391 0.161439 0.151535 0.149961 0.151368 0.151205 0.187654 0.156468 0.170074 0.175266 0.20721 0.150851 0.146824 0.144325 0.142913 0.139637 0.15319 0.136249 0.135099 0.131758 0.130344
threshold=-0.39387836620005479 -0.12528290012470136 0.34550834810747971 -0.01654989109682754 0.15808251879661919 -0.072782934756670484 0.75030997395515453 0.11655552685260774 0.52191679866304708 0.49717289862508202 -0.014576008923269166 0.10156658803845263 0.063933538390916103 -0.13106621797675891 -0.014255175819413249 0.024984143187860301 -0.00066170498071343607 -0.059565700225287163 3.4778855198657124 0.0048776272886290545 -0.00077121122863008833 0.0069762443615416702 0.43395259094636202 -0.40048920854726816 0.16265367500100705 0.13900088234256067 0.0009023604216054083 0.0400655188878681 0.41759966313838964 0.04080839242626174 0.0015901243501307654 0.24002450572314671 0.27067183032296682 0.033108401719746897 -0.17582848189574191 0.54153840612719983 -0.11246095981462033 -0.15415774051282483 0.0024284975370392208 0.45437906741856721 -0.002789244932448635 -0.072619986627174282 -0.027089187071550759 3.7815447167891527 0.2838948857534192 -1.4097451078610412 -0.2761161507697682 0.055574674010489225 -0.038287574938590807 -0.065843903519282057 -0.054368013026709371 3.3625990384464717
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 17 6 -6 14 9 -9 12 11 -11 -7 -14 -5 16 -15 18 21 20 49 34 23 25 29 32 -27 28 -19 48 -22 -26 -23 -28 35 45 -36 50 39 -39 -41 -42 -37 -21 -44 -2 47 -29 -24 -20 -38 -48
right_child=3 2 -4 4 5 7 -8 8 -10 10 -12 -13 13 15 -16 -17 -18 27 19 43 30 22 24 -25 31 26 33 46 -30 -31 -32 -33 -34 -35 36 42 37 38 -40 40 41 -43 44 -45 -46 -47 51 -49 -50 -51 -52 -53
leaf_value=0.14617537179195805 -0.048307648013506038 0.010939887630732829 0.12645957114457593 -0.030499920092245048 -0.065706487401544222 -0.0041103909997671096 -0.03009575641533881 0.0089805119945956958 -0.064430738741862462 0.054923766885429305 0.10112816006780792 -0.097030301224797888 1.3330843978973879e-05 0.039396566494365487 -0.0028936419739353948 0.027876371950685847 0.12896302393493522 0.0071265763512734018 0.049576270937266437 0.099406718264339736 -0.12195502629823463 0.014263488552435657 -0.027980460261092289 0.037118767393732627 -0.070119640640357847 -0.19712435530029807 -0.0520881682076349 -0.016980345074777609 0.057165968063999664 -0.072798335156195909 0.0034766985180052961 0.053693313732225037 -0.052445186100051083 0.049497711895339268 -0.00096285381976733057 0.010748141427037658 -0.045263335113715726 0.04956730222420086 0.0032535650821793184 -0.11566348077309024 0.026358201471344263 -0.10650362950634776 -0.025393335418922365 0.021175679250915361 -0.14442262474441367 0.018243208999394689 0.00074843801772071978 -0.10587964316898023 0.025638403716665894 -0.076021370831540425 -0.01227907222048736 -0.058885670735337563
leaf_weight=0.10539528265053366 0.33338977988842078 1.1164580878903496 0.12481722340999102 1.6134768131141743 0.2372623849496448 1.6883448946673514 2.0790433780816775 1.7929368475083722 0.43720736449540698 0.16234648980025668 0.42513439347931115 0.073378757573664188 0.9998616459470212 0.36358402019322966 95.552669750580492 1.4088334854968705 0.26941223475296361 51.744760371947024 0.6620674025380141 0.5250629629490503 0.21943599108635603 5.9858423862606278 0.67232982958785314 2.706971543949293 0.87081538109850942 0.079394167789359815 0.45928037469093397 2.0874084388260594 1.0144606100411682 0.29190418874350132 0.21468050611747458 0.11479148481521406 0.36898677723002027 0.1961401123116957 4.4269226813653395 1.3746805081573259 3.9093493641721553 0.15477980851392636 3.2754701794918901 0.32330446556079551 0.31802804047947575 0.1639323474955745 1.9758272812773614 0.45139049321005587 0.091143660394663928 4.0889794996930098 32.032552668421204 0.19763291199342337 1.5010320432129438 0.082076514248910826 1.7751564523669001 0.35316874162617651
leaf_count=52 291 623 43 1251 120 1587 3653 2475 176 93 130 18 649 247 86010 632 119 33178 250 81 85 3370 314 1204 306 32 223 1279 1243 92 75 60 193 102 4411 917 2645 53 2448 79 120 41 972 134 28 2580 18719 37 672 20 1422 133
internal_value=0 0.0354725 0.0241612 -3.54466e-05 -0.00269377 0.0128029 -0.00392286 0.0153928 -0.00580305 0.0241516 0.067548 0.00416804 0.0178606 0.0300095 -0.00335749 0.0445727 0.0799741 0.00224155 -0.00242302 0.028492 -0.00165707 -0.00431483 0.0056556 0.0135629 -0.0167472 0.00449914 -0.0443629 0.00424837 0.00810748 -0.00116812 -0.0622069 -0.0550106 0.010256 -0.0211885 -0.0102614 0.000837677 -0.0163387 -0.0231865 -0.00720841 -0.0423186 -0.0606622 -0.0209925 -0.014847 0.0642574 -0.0318167 0.0130546 -0.00162524 -0.0254195 0.0089599 0.0342873 -0.0350327 6.65016e-05
internal_weight=0 1.34667 1.24128 232.147 107.103 7.8583 99.2452 7.62104 2.23014 5.3909 0.66086 0.235725 4.73004 3.04169 97.1661 2.04183 0.632996 125.043 37.6132 2.15471 1.17826 35.4585 13.2475 9.79662 3.45087 7.08964 0.734815 87.43 52.7592 2.46527 0.434116 0.985607 6.35483 0.65542 22.211 7.86402 14.3469 9.92002 4.23551 0.960045 0.805265 0.48196 3.44165 0.976453 2.06697 4.42237 34.6708 2.28504 2.17336 0.744144 5.68451 32.3857
internal_count=175687 718 666 174969 97160 6246 90914 6126 2651 3475 241 111 3234 1647 87261 998 366 77809 23220 645 430 22575 6568 5124 1444 3920 357 54589 34421 1078 160 366 3563 325 16007 4788 11219 6808 2741 293 240 161 1917 215 1000 2871 20168 1316 986 270 4067 18852
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=1 0 5 9 2 8 7 1 13 6 2 5 5 0 3 0 9 7 9 5 1 6 9 3 9 13 3 14 2 2 14 0 6 6 8 7 9 9 3 14 2 0 5 3 8 9 1 6 8 15 13 1
split_gain=0.261393 0.343245 0.263086 0.235833 0.230896 0.186068 0.17738 0.163409 0.147395 0.203868 0.158671 0.145784 0.283687 0.216324 0.195105 0.207493 0.348356 0.178975 0.3068 0.171422 0.183693 0.164642 0.348961 0.22488 0.158254 0.149221 0.147233 0.204533 0.161578 0.140968 0.140425 0.140395 0.137887 0.136894 0.151115 0.207077 0.222707 0.19854 0.194285 0.188376 0.201375 0.19717 0.170861 0.156576 0.13383 0.203641 0.13477 0.214008 0.134353 0.135252 0.16092 0.13332
threshold=0.28994657099246984 5.4815567636978819e-05 -0.38128086442984993 0.0033572455506359834 0.00054774445015937101 0.0052742521325816376 -0.072782934756670484 0.067411310970783248 0.11293943559606935 -0.034920294783893718 0.00029351787816267466 -0.080033592448637239 -0.03121506002794322 0.075885776430368437 -0.29840000020340079 5.4815567636978819e-05 0.0041773197992787279 0.013535048644508682 0.0044025725977033343 -0.20489553014944337 0.93694612383842479 0.022263962279484132 0.0034539953030045373 -0.65905654616653908 0.0073175668705697501 -0.074348330021596284 -0.18638600502163169 -0.71898946181928192 6.4150719936151299e-06 6.4150719936151299e-06 -0.034011963204921017 0.0061876566614955672 0.19877297345812991 -0.26560925171322719 -0.01331835286136196 -0.00057435588556410005 0.044849140858963715 0.019496720180651506 -0.45494346547548042 0.16747238209502788 0.01831020507961512 0.023700822144746784 0.69670162076338282 -0.2343193092383444 -0.0024092382111829719 -0.0093210227197270384 0.54786482453346264 0.26406259789600089 -0.053604382876517427 0.073381731942797263 0.40130599894824504 0.99514770507812511
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 7 3 4 8 -5 -4 -1 10 -10 -2 19 -13 14 17 16 -16 18 21 26 -21 -14 23 -23 31 -25 27 -8 -29 -28 -26 -20 -22 34 39 36 37 38 -36 40 -3 -41 -37 -42 45 46 47 -17 -47 -50 -51 -15
right_child=2 33 6 5 -6 -7 11 -9 9 -11 -12 12 13 51 15 44 -18 -19 24 20 32 22 -24 25 30 -27 29 28 -30 -31 -32 -33 -34 -35 35 42 -38 -39 -40 41 43 -43 -44 -45 -46 48 -48 -49 49 50 -52 -53
leaf_value=0.094078331488307645 -0.054951721857935225 -0.070231615943766992 0.066967968660885932 0.023582363676539712 -0.017021643103738451 -0.035153064941062226 0.14152145670782099 0.023180490340774462 0.095616268496424142 -0.068702237890793202 -0.19549261850644492 -0.009990744142864251 0.052821024317252302 0.020211270748078686 0.022425464661255619 0.025586170915472148 -0.13241352704804832 0.042243164363656285 -0.083071472703839383 0.013894267745564029 0.061376838790091384 0.028223544877900665 0.10191992256570817 0.084857789710537437 0.0022701116681801406 -0.037428641313002761 -0.10065319191977791 0.089697686717159705 0.010350798735399194 -0.0031351725621630942 -0.11625466854681683 0.02823844452453832 0.016136352442284892 -0.0015204840793690754 -0.12702790073291298 0.0020763164128208508 -0.1241357509150733 0.064909872484196079 -0.018617584209831759 0.036920131268770182 0.076388366573995004 -0.10034491865246031 0.091616225667690898 -0.012144521119874775 0.013595399597106273 -0.05743825976415249 0.033079924016818432 -0.1464766304389111 -0.015764062866965439 0.031684261781127786 -0.061573682858522431 0.065645453278121657
leaf_weight=0.45002275205115339 0.18186140049510813 0.51495253117172968 0.47665496694025833 1.9062168552018195 2.3544994528583629 0.73237621670705255 0.11056970698336943 1.125639548087747 0.075988547227098024 0.40199472423410043 0.16042627945080312 11.450746766367496 1.3909971095386024 4.5846179265375886 0.26291374544963098 0.18071222466823833 0.29549833608325571 2.0309848626066014 0.52389688125367717 5.6676727106448634 1.8357756179857463 1.347800620415001 0.35824844693070179 0.091358918643891784 1.8627861335344278 1.317655342552029 0.13477769555174912 0.2510070858261314 6.0229327186480077 5.5254054457450366 0.087999743089312354 0.13384455293089559 1.0837821110653747 148.74543675714457 0.15567252726395864 5.9998673782729375 0.18961291549749137 0.25568822430432181 4.0041614646379458 0.11715796116914123 0.2173859736794842 0.5828308399686648 0.2034073858449118 1.3153850754570151 4.9448146657480541 0.61630391225662151 1.6917335731541241 0.098412536031901254 6.3676619017564962 1.2341560741118938 0.20042710498819349 0.74191307364799275
leaf_count=126 83 235 209 609 1139 241 20 267 81 99 32 4167 1062 3231 29 179 25 749 140 5688 2641 390 50 44 555 578 21 27 4040 4801 44 80 286 125912 57 3806 64 121 3928 65 72 175 80 746 3259 243 878 42 3105 663 136 367
internal_value=0 -0.00194478 0.00540142 -0.0149227 -0.0332098 0.0071547 0.00728276 0.0442449 -0.078343 -0.040112 -0.127159 0.00680845 0.00341191 0.008469 0.00456713 -0.00213112 -0.0610535 0.0161887 0.00866512 0.0136836 0.0244652 0.0244304 0.0115273 -0.000791053 -0.0185495 -0.0285509 0.00597236 0.0163626 0.0137673 -0.00576195 -0.00406792 -0.0602753 0.0447802 -0.00239795 -0.0120116 -0.00666236 -0.0226854 -0.0178534 -0.0231925 -0.0328769 -0.0172565 -0.0770287 0.00526318 0.00113613 8.21181e-05 -0.00636161 0.0224426 -0.0401674 -0.0131377 -0.00951697 0.0180669 0.0267349
internal_weight=0 163.877 68.7374 5.81336 3.17477 2.63859 62.9241 1.57566 0.820271 0.477983 0.342288 62.4474 41.8155 30.3647 25.0382 15.8926 0.558412 9.14557 7.11459 20.6319 8.58723 4.50606 3.11506 2.75681 2.60853 1.40901 12.0447 6.38451 6.27394 5.66018 1.95079 0.657741 2.91956 162.302 13.5561 10.8084 4.60514 4.41552 4.15983 2.74771 2.04772 0.699989 6.20327 1.53277 15.3342 10.3894 1.97086 0.279125 8.41855 7.80225 1.43458 5.32653
internal_count=175687 135654 40033 2284 1434 850 37749 393 295 180 115 37540 20016 15849 12251 8559 54 3692 2943 17524 8615 2124 1062 1012 819 622 8909 4087 4067 4822 599 220 2927 135261 9349 8056 4170 4106 3985 1293 1053 240 3886 818 8505 5246 1099 221 4147 3904 799 3598
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=1 8 2 6 13 7 13 8 1 6 1 15 13 1 15 16 16 1 6 3 16 11 6 15 6 16 3 16 10 13 10 2 6 3 6 6 8 11 13 6 2 1 3 15 3 8 1 0 3 13 15 13
split_gain=0.316781 0.253144 0.305569 0.191675 0.183857 0.174063 0.186166 0.186301 0.21636 0.199646 0.162539 0.148576 0.148048 0.230066 0.190547 0.209173 0.170612 0.146096 0.144482 0.168035 0.157201 0.14331 0.194138 0.218309 0.153007 0.191125 0.15463 0.153107 0.138255 0.136132 0.190499 0.156899 0.151584 0.28029 0.191556 0.199479 0.140582 0.140365 0.134989 0.268317 0.132303 0.154703 0.165372 0.132072 0.127076 0.126787 0.141911 0.213747 0.124747 0.166284 0.122537 0.178445
threshold=0.22324229031801227 0.010075397098016893 0.99744883179664623 0.090322311736227082 0.80196469042970908 -0.036642794596151287 0.22777284417515761 0.0052742521325816376 0.10709067434072496 -0.10698511058301087 0.00018600468320073563 -0.37949755913618061 -0.26028835739404349 0.99304074048995983 0.18715172311088743 -0.080134087347849284 -0.18440198315601156 0.0049247050192207107 -0.032489168542289275 -0.0051243370398879043 0.21036321679475531 0.008129034647969666 0.21968244031954728 0.16066835826849837 0.24002450572314671 -0.022673147449945624 -0.0021291690645739432 -0.097017581990199733 0.050720054213249412 -0.22005778065888557 -0.019199522720197187 5.8219709899276502e-05 -0.32939674021017185 -0.1674623508006334 -0.21100293270442694 -0.2546090554384442 -0.0025106473828079802 0.0010751559438032924 0.34819870416674775 -0.24580666640471729 0.016452945768833164 0.18398679792881015 0.031292254105210311 0.1145775000067831 0.11696062237024309 0.0071392822599055314 0.14677913486957553 0.037283927202224738 -0.019592325203120705 -0.016936503036411369 0.12688519342717972 0.29738056946780295
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 10 -4 12 6 7 9 -9 28 -3 -12 13 14 16 -16 -2 18 -7 -20 43 22 -13 -24 27 44 -27 48 -1 30 -19 -31 33 -32 35 -34 38 -38 50 -40 -41 42 -42 -21 -26 46 -39 -48 49 -23 -33 -52
right_child=4 2 3 -5 -6 17 -8 8 -10 -11 11 21 -14 -15 15 -17 -18 29 19 20 -22 24 23 -25 25 26 -28 -29 -30 31 32 36 34 -35 -36 -37 37 45 39 40 41 -43 -44 -45 -46 -47 47 -49 -50 -51 51 -53
leaf_value=0.056411960206298385 -0.070709793942418761 -0.019447976012087642 0.0048374485641181379 0.13810797299595362 0.047031332127278669 -0.033346990275818139 -0.034158176519241565 -0.0061746725769955936 -0.1487481445593242 0.0093975927005099501 -0.047472262273123352 -0.0020757299343412581 0.0040475242658143404 -0.12625552097157636 0.081071961684857752 -0.096232695058538487 0.042690142849744872 0.028164565424905787 -0.046811709909684057 -0.010551488601443039 0.083134810960944452 -0.021338860092073864 0.0068383621797373575 0.055485624149211682 0.013828502242617913 -0.068212510215632613 0.0046533860479929688 0.02645778715144308 -0.069373928937556964 0.056952839282216311 -0.21269211948525946 -0.0074848762929617648 -0.029328154304942455 -0.031529271973138116 -0.024968345644164773 0.036368081919931898 -0.004207388850742848 0.014735804459480792 -0.040745263020858492 -0.0069906373686831474 0.046836517476100958 -0.0472855781733185 -0.011205327923871885 0.037489280931075376 0.13819873184897755 -0.010866883535953151 -0.053894688482733356 0.019075568267783748 -0.038773932768579579 0.088164383435293772 -0.019568329331904867 -0.10178446126760821
leaf_weight=1.4938075865511562 0.12366192720219382 2.7914049437013082 0.17881295343977299 0.25975432180621283 1.0380029943880789 3.5307019090591893 0.88560832884331819 0.4448486482251609 0.12301338752149604 5.7821731941203307 0.5038385185862343 20.197887218598002 72.254278730438614 0.079966138095187378 0.078878131764213322 0.20877173980625219 2.8351959407700624 0.88676393914874907 0.96678020904619177 5.1766192775490349 0.19074716544901082 0.32252073133440717 3.2090688558265574 1.2805290089045227 0.53189216280952689 0.61527885959094408 0.53559251054411894 7.7301850199787614 0.0781841592688578 0.41326571144099844 0.095393330229853746 32.604081523224743 0.73944715394190996 0.38483388495842419 6.546611508247338 1.1722495503799999 25.991388635515371 12.932119703981018 0.96935004105034739 1.5833444964009675 2.3101233117013189 0.2349099098573787 0.61452029411657338 0.62578190178510329 0.080735852238831285 3.1289344114202313 0.77261045559134689 0.80220115063275443 0.69823134267653475 0.21895358452457003 4.8187805136353736 0.26333386154146854
leaf_count=718 82 1572 382 73 830 8724 421 346 21 3866 265 15366 42578 23 34 68 1313 549 1223 7795 269 124 2051 570 377 365 630 6097 27 164 26 24664 765 395 8243 841 20831 11076 504 917 1175 118 630 850 101 2376 361 645 720 67 2791 88
internal_value=0 -0.00227273 0.00468252 0.0860533 0.00558072 -0.00460944 0.00889472 0.0137727 -0.0406019 0.0180582 0.0037221 0.00553109 0.00500063 0.0255729 0.0299731 -0.0457423 0.0375607 -0.00571451 -0.0169174 -0.00851975 -0.00222376 0.00630822 0.00211011 0.020876 0.0159449 -0.0108966 -0.0347427 0.021233 0.0494573 -0.00450336 -0.0156536 -0.00324754 -0.0200475 -0.0737613 -0.016851 0.010921 -0.00354487 0.000464013 -0.00757344 0.00673568 0.0165545 0.0283271 0.0346468 -0.00527268 0.0336195 0.00734596 0.0112826 -0.0169239 -0.0112606 0.0243216 -0.00974446 -0.0241649
internal_weight=0 155.717 39.1547 0.438567 76.6188 116.563 8.80764 7.92203 0.567862 7.35416 38.7161 35.9247 75.5808 3.32647 3.24651 0.28765 2.95886 107.755 10.4906 6.95993 5.99315 35.4209 24.6875 4.4896 10.7334 1.7635 1.15087 8.96989 1.57199 97.2643 9.8253 87.439 8.93854 0.480227 8.45831 1.9117 87.0257 43.6273 43.3984 5.71225 4.7429 3.15955 2.92464 5.8024 0.612628 17.6359 14.5069 1.57481 1.23971 0.541474 37.6862 5.08211
internal_count=175107 130179 28760 455 44928 101419 5399 4978 367 4611 28305 26733 44098 1520 1497 102 1395 96020 18861 10137 8914 26468 17987 2621 8481 1473 995 7008 745 77159 10819 66340 10270 421 9849 1606 66176 35289 30887 3344 2840 1923 1805 8645 478 14458 12082 1006 911 191 27543 2879
shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=1 4 14 0 12 2 13 3 12 2 4 14 8 3 12 16 16 6 3 8 1 4 1 0 8 6 4 16 0 5 6 4 6 13 16 13 1 2 3 3 4 12 4 3 8 5 2 8 1 3 1 8
split_gain=0.314595 0.373505 0.250306 0.40399 0.270406 0.268072 0.33511 0.219754 0.218349 0.221876 0.195286 0.177914 0.17179 0.171417 0.196661 0.163208 0.233505 0.207564 0.168012 0.158493 0.202448 0.183934 0.209525 0.23637 0.213922 0.197799 0.391275 0.167659 0.155027 0.149472 0.222194 0.208604 0.215287 0.167752 0.20658 0.15441 0.148335 0.148024 0.188683 0.15198 0.205329 0.148936 0.156714 0.146185 0.145249 0.161301 0.152482 0.150103 0.145117 0.192071 0.144463 0.214491
threshold=0.28994657099246984 0.321143775935744 -0.050109632063563926 2.1106557142047681e-05 0.70684471600820264 6.4150719936151299e-06 0.043261462333516403 -0.36601943103596563 0.24048673775774068 6.4150719936151299e-06 0.33460153012234378 -0.077845845874212075 0.00077910758474028714 0.093457590788602843 0.14415430951528554 -0.040101801779661488 0.0483436211173102 -1.0000000180025095e-35 -0.52053740504197765 0.0008741832570750204 0.021772225387394432 -0.89135412504125522 0.034816147759556777 0.0073382274713367232 0.0018034718017463918 0.30433470302012433 -1.1313310561052725 -0.025341172063301675 0.0089008174836635607 0.018450289577431059 0.37462923573777274 1.0104770854330811 0.094641776219076254 -0.28508374735544012 0.2211591755128241 -0.099460009830439969 0.0028943393845111136 0.00033547841303516185 -0.090662501752376543 -0.066694932640530155 0.095718795929421743 -0.77176429701047611 -0.51032382976370627 -0.12172135210130362 0.013561801311325354 0.35428646707631856 0.00010640882464940661 -0.0042517232197407584 0.038450516760349281 -0.12172135210130362 0.74996984004974376 0.0012401930856608197
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=19 8 5 7 12 6 43 -4 9 -2 -6 15 -5 14 37 -8 17 18 -17 20 -1 22 23 27 28 48 -27 -21 -24 31 33 -23 -33 34 -31 -34 -25 39 -39 40 -11 -40 -43 -3 45 46 47 -12 49 -26 -7 -52
right_child=1 2 3 4 10 50 11 -9 -10 13 44 -13 -14 -15 -16 16 -18 -19 -20 21 -22 29 24 36 25 26 -28 -29 -30 30 -32 32 35 -35 -36 -37 -38 38 41 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.016795270778418966 0.1396109021167625 0.042790014231702887 -0.052765750031276183 -0.0050027502664757367 -0.19130106441594996 -0.018243922507418724 0.01978651477322212 -0.19705497230613678 0.024881667298561227 0.08515250737604621 -0.00085303039292377095 0.066274921715081855 0.042624642997531166 -0.036048147257952641 -0.03890657212573493 0.080938432113417086 0.068469918962394724 -0.097481940743820938 -0.039838995933367476 -0.00094594680407200432 -0.0030163611391533021 -0.0014411308630914298 0.094889223830843861 0.090668295630498955 -0.13297457298127283 0.074008799438514392 -0.019782997908244664 0.096223932353648831 0.019435006555584659 -0.038445158633779591 -0.066581130840727809 0.013438565115432358 0.13020593619931117 -0.0035165192764106028 0.058353964990011054 0.021751058479966806 0.011991431116269777 -0.0011098654763442171 0.037006508904591472 -0.016714860109278865 0.0036522278353268455 0.052651158194687568 -0.0045002830175130256 0.11075458138575521 -0.11691244168965659 0.034682746563390217 -0.013920739304323984 -0.082696814646128478 -0.00084117368022930883 -0.016543517496936031 -0.00142585418575244 0.026690852039111312
leaf_weight=12.617272082085263 0.10882948391372949 1.2285173428826963 0.336064434475702 2.3368389787383426 0.054198351863305905 3.8296626519249939 1.2907927703599855 0.15103663169429449 11.817399064078982 0.81750238515132856 0.31613351519899879 0.39251481724204529 1.1006620306916373 0.87819518549349496 0.80820108958812298 0.1401569582230876 0.18301139508548647 0.46808018244337279 0.41008304589195177 0.24039156384242233 68.412580495844168 27.365759891782545 0.37223562934377941 0.23439847199733765 0.17057379784819204 0.97538985377468634 0.79480573939508647 0.65819960263616195 0.94664426770759746 2.4895898816359998 0.62622329551686462 4.5029982325086158 0.27205697844328824 18.519449693900526 0.22615705208409043 0.25550153816948284 5.1758409602634856 9.2192692329664769 3.0727764176898802 0.37199925925143418 0.49339561859233072 0.57100054277043488 2.5837955075383716 0.43260137639299756 0.1463022309126244 0.45352072771856899 2.484333804427024 0.7551479496778486 17.438123752593128 0.59994311440823977 17.947192865299034 3.1785001512557747
leaf_count=18373 8 122 48 1744 42 2923 167 10 8083 498 100 39 944 611 467 14 20 51 54 77 46681 33806 57 187 35 254 352 155 389 3117 1163 3111 172 16741 238 195 3150 6009 2220 264 190 371 1977 37 57 186 2274 151 6489 304 8986 1394
internal_value=0 0.00605102 -0.000629514 -0.0161408 -0.0103965 0.00365443 0.0259397 -0.102816 0.0142251 0.00755389 -0.0273401 0.00523366 0.0103866 0.00666038 0.00878456 -0.0047777 -0.0310758 -0.0498251 -0.0075199 -0.00203028 -0.00516507 0.00107301 0.00771555 0.0236955 0.00296629 0.000374901 0.0321167 0.0707101 0.0416998 -0.00230815 -0.00869405 0.00200352 0.0206818 -0.00693326 -0.0300604 0.0800775 0.015683 0.0110723 0.0079793 0.0390857 0.0549321 0.0214001 0.00607846 0.0614652 -0.024404 -0.0205321 -0.0277109 -0.0589489 -0.00273898 -0.0447118 -0.000420364 0.00282318
internal_weight=0 68.3777 37.6354 8.13424 7.64714 29.5011 4.54576 0.487101 30.7424 18.925 4.20964 2.88464 3.4375 18.8161 17.9379 2.49212 1.20133 1.01832 0.55024 162.894 81.0299 81.8643 27.6065 6.30883 21.2977 19.9788 1.7702 0.898591 1.31888 54.2577 21.8614 32.3963 5.03056 21.2352 2.71575 0.527559 5.41024 17.1297 15.4468 1.6829 1.3109 6.22757 3.1548 1.66112 4.15544 4.00914 3.55562 1.07128 18.2086 0.770517 24.9554 21.1257
internal_count=175107 40061 19363 5556 5498 13807 504 58 20698 12615 2810 345 2688 12607 11996 306 139 119 68 135046 65054 69992 11449 3569 7880 7434 606 232 446 58543 21259 37284 3478 20096 3355 367 3337 11529 10577 952 688 4568 2348 159 2768 2711 2525 251 6828 339 13303 10380
shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=1 13 9 10 13 4 12 7 9 12 4 3 7 10 12 14 16 13 9 9 7 14 0 13 13 3 3 9 3 6 13 12 10 12 6 1 10 3 14 14 12 3 6 1 9 4 1 1 6 10 14 6
split_gain=0.367358 0.310308 0.243345 0.345549 0.324228 0.269133 0.285902 0.218216 0.208192 0.212046 0.202504 0.218442 0.174973 0.179898 0.231097 0.17493 0.172497 0.170037 0.195502 0.32013 0.168206 0.165575 0.203658 0.189693 0.291597 0.203773 0.202919 0.171382 0.165463 0.226668 0.159708 0.157053 0.156885 0.153622 0.150726 0.200766 0.245737 0.197066 0.195483 0.147283 0.145617 0.141889 0.226908 0.189881 0.177489 0.171931 0.262613 0.255048 0.312015 0.246729 0.225147 0.158888
threshold=0.82247179746627819 0.24299467495198387 -0.0052379512539647314 -0.007506745041180287 0.23270363267558755 -0.90825406249721541 -0.86007738142280277 -0.0043064245770114669 0.0090628785645313955 2.1588854836574289 -0.044218375167034994 -0.3991014920175075 -0.0052954618382496056 0.0047695972326563104 -0.018435017624086624 -0.17180546926150189 -0.13129790788895143 0.47871695499278705 -0.0049941128527380566 -0.0026130710582916612 -0.02212737125446386 -0.22592037365306597 0.00035171776835341012 -0.041048154037810695 -0.015105468221488576 0.0013587747182555179 -0.2435658889589831 0.00059485647064055566 -0.12172135210130362 -0.019594419778145408 -0.092449819306284001 -0.94470349811530296 -0.02258505631802921 0.38827036118115638 -0.053929820385393352 0.97902131080627453 -0.010283450254838242 0.026608517393469814 -0.16418098229480368 -0.13560291173401759 -1.0076794692964088 0.099629955366253867 -0.083514979269773429 0.50343078374862682 -0.020121863450639852 1.3063637706070601 0.68664562702178966 3.5676395782502375e-05 0.020635159964482824 0.041744473060135449 -0.0082969865830442285 0.016145993193863509
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=41 2 3 20 5 6 -4 -5 9 10 31 17 13 -7 -15 16 -10 18 -12 -20 -2 22 27 25 33 30 40 -14 29 -28 -23 -3 -32 -25 37 -36 -37 38 -30 -34 -26 -1 43 -43 -44 47 50 48 51 -49 -47 -46
right_child=1 8 4 7 -6 12 -8 -9 15 -11 11 -13 21 14 -16 -17 -18 -19 19 -21 -22 23 -24 24 26 -27 28 -29 34 -31 32 -33 39 -35 35 36 -38 -39 -40 -41 -42 42 44 -45 45 46 -48 49 -50 -51 -52 -53
leaf_value=0.0012933106297727268 -0.068577821614518225 -0.038371691207909592 0.05463069074657461 -0.0033823508000702324 -0.081082638293988638 0.025092101248375111 -0.32411817168770191 0.06766478316616896 -0.020930657632190229 0.045824967881846201 -0.0956087751283929 0.01780481480830718 0.03824283760584276 0.038130903511232592 -0.09325438939465612 0.10854926245521626 0.058037358265140226 0.018038139748922943 0.090243651466565877 -0.046853153152303519 0.0096575953903504427 0.0085414227526415792 -0.0058315018425357593 -0.00133921032050709 0.088798820026769726 -0.054524243818374923 0.010668079473622936 -0.071266726973334554 0.043310881170858212 -0.069821075332915941 -0.062768867623740648 0.073922082859389254 0.12633087639937154 -0.076901750201190486 -0.018076377708118513 -0.031277351500136323 0.071483423642488872 0.062246067968736177 -0.066550497045242255 0.047135686725514721 0.013499674231457979 -0.016947705333292568 -0.024189195547494272 -0.10530315798941065 0.029940340578955772 0.082515087554438149 -0.13532245675351814 -0.010202269963097381 0.00014654503931913778 0.042281037689998982 0.014605709177721849 0.461441406918629
leaf_weight=162.85478516882435 0.28471009564600569 0.1390899772522971 0.025556900211086031 0.55374797778722529 0.45404022147795231 4.8423755601165892 0.033211444362683973 1.9276480827002469 0.36562243395928806 2.1660151634914655 0.45070259450767491 3.5500928725177805 0.15657950401147036 0.22466856822939008 0.28822761181072554 0.45765445199685828 1.0289002091403743 0.67102163156596351 0.20287364173600519 0.73586371708279197 3.0064329449046738 0.99759863294093576 3.3605888194583713 0.42682148692621058 0.25412819683697296 0.24720890185744782 0.56193397024617298 0.93777651108302962 0.18940469052813569 0.89172656275878404 0.080217563457154584 0.70223516372425265 0.33766598766123967 0.71323911052058975 0.87959810280969142 0.30441737178807671 0.86577394599362356 0.19095245246626291 0.79225430503175498 0.81605648716141299 4.9990457289677659 8.8142439749682353 2.5942159269056946 0.23341949581663435 0.01498485429692209 0.53002242079310224 0.091233087834552751 9.2657680886756815 0.062725663718993019 0.97400132751863644 4.6414372194358302 0.015688266306824517
leaf_count=115319 109 126 29 327 179 1759 18 1205 157 1148 224 2174 78 98 68 176 355 247 101 283 1826 534 1679 224 252 137 375 226 119 388 26 832 138 310 767 92 625 151 597 375 2245 14504 3203 161 88 258 19 17603 131 674 2363 4
internal_value=0 0.010705 0.00547101 0.0238622 0.00100932 0.00266071 -0.184773 0.0518977 0.0254899 0.0188787 0.00973233 0.00280092 0.00327101 0.0191081 -0.0363466 0.0557837 0.0373303 -0.0229821 -0.0427704 -0.0161095 0.00256092 -0.00145404 -0.0181385 0.00404866 -0.00156455 0.0289498 0.00396625 -0.055241 -0.011164 -0.0389513 0.0385512 0.0549516 0.0623519 -0.0490626 0.00151459 0.0178276 0.0446836 -0.0268435 -0.0449641 0.0718637 0.0174266 0.000175809 -0.00650227 -0.0194271 -6.09327e-05 0.0039753 0.0186559 -0.00352052 0.147265 -0.00514612 0.0218219 0.338396
internal_weight=0 40.1137 29.6436 5.77254 23.8711 23.417 0.0587683 2.4814 10.4701 8.61789 6.45188 5.61055 23.3583 5.35527 0.512896 1.85218 1.39452 2.06046 1.38944 0.938737 3.29114 18.003 4.45494 13.548 11.0693 2.47875 9.92924 1.09436 4.67606 1.45366 2.23154 0.841325 1.23394 1.14006 3.2224 2.04979 1.17019 1.17261 0.981659 1.15372 5.25317 190.093 27.2377 9.04766 18.1901 15.5959 5.26269 10.3332 0.0933988 10.2398 5.17146 0.0306731
internal_count=175106 20779 14956 3467 11489 11310 47 1532 5823 5135 3987 3029 11263 1925 166 688 512 855 608 384 1935 9338 1983 7355 6145 1210 5611 304 3114 763 1073 958 539 534 2351 1484 717 867 716 513 2497 154327 39008 14665 24343 21140 2640 18500 223 18277 2621 92
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=2 4 7 6 10 4 6 9 2 2 4 0 2 11 7 7 10 11 11 12 13 4 12 0 16 1 9 0 11 11 9 12 6 6 9 13 11 6 10 12 13 6 1 11 6 9 13 0 6 7 6 6
split_gain=0.328711 0.213213 0.21572 0.204354 0.2839 0.194145 0.208994 0.230533 0.211637 0.200114 0.191244 0.234979 0.171973 0.388317 0.24565 0.313328 0.178947 0.220661 0.166177 0.160483 0.153403 0.221216 0.187534 0.300392 0.194274 0.188613 0.2094 0.179942 0.293168 0.359958 0.184416 0.18233 0.177945 0.192787 0.168649 0.165862 0.216213 0.194485 0.157879 0.155328 0.150339 0.150284 0.254925 0.376871 0.18603 0.149543 0.174819 0.248224 0.215126 0.147306 0.249647 0.179671
threshold=0.038935186341404922 -1.5327682843863983 0.022021917898779522 -0.40692915417685732 0.013397306673356568 1.3063637706070601 -0.046944002880518872 -0.020121863450639852 0.99807164072990429 0.71039691567420971 -1.1716162298388582 0.00059943992528133105 6.4150719936151299e-06 0.0025958977788093788 0.00077871392266602756 0.0011821197279194165 -0.011394259561854081 -0.0094557942362046617 -0.024398599227009089 -0.9604843776755031 0.30477165868743178 -1.4821842247474333 0.088702270173755815 0.0010833700653165581 -0.028902358400943459 0.15462280064821246 0.012563766417102882 0.0073382274713367232 -0.013134667558515131 -0.012661579176162575 -0.0054968598413684339 0.14415430951528554 -0.0022798592040872679 0.17631231399504621 0.0073175668705697501 0.22321011804827248 -0.0046173784213376862 0.070391637841871274 -0.027383702586248768 -0.085957367357013564 -0.4634886530748959 -0.23909673265779677 3.5676395782502375e-05 0.0028388021820395914 0.022263962279484132 0.010337922456265537 0.061796384908623013 0.00059943992528133105 -0.1662419485676184 -0.027877334908736808 -0.43878578486552594 0.54003298406869182
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 12 -1 -5 9 -7 -8 -9 49 11 -4 13 14 -3 -16 18 -18 -17 -6 22 -22 23 45 38 26 -26 35 40 -30 -31 34 -27 39 -32 -24 37 -37 -25 -34 -29 -11 43 44 -43 -14 -47 48 -48 50 -2 -52
right_child=5 2 10 4 19 6 7 8 -10 41 -12 -13 20 -15 15 16 17 -19 -20 -21 21 -23 27 24 25 32 -28 28 29 30 31 -33 33 -35 -36 36 -38 -39 -40 -41 -42 42 -44 -45 -46 46 47 -49 -50 -51 51 -53
leaf_value=0.13531251336704592 -0.10150221059967078 0.053200830837364571 -0.1009804604800372 0.049477958979691289 -0.069211403091807316 -0.01292787775176097 -0.082435479466607828 0.023310635303693247 -0.046337967722317172 0.010495755509419769 -7.4964146825795807e-05 -0.01710788247918656 0.043081296194779024 -0.11617943659229911 -0.10735033754027992 0.014213958868752262 0.065337881127675454 0.00050976334919029874 -0.093447859535926769 0.057958208608190488 -0.1365706393333774 0.016024246042249893 -0.0066802823469321142 0.021818911181338017 0.0084086978916988724 0.0058824842023765785 -0.02451663669568974 -0.12033860703245457 -0.11546891864721798 0.019559886029713987 -0.094895321980039901 -0.0042771003796707894 0.060693898666598189 0.013811556560109441 0.070722000531698095 -0.024089646752467643 0.019930148361175418 -0.10711537188948239 -0.0089865630396088886 -0.030544611526189921 0.026015577218682518 0.38905606720602515 -0.037442457738103403 -0.019439702388815958 0.018770912736853145 0.020959059603532545 0.034158798586382315 0.067562639606238539 -0.16282937156737862 -0.003998627005719158 0.0069652885991212336 0.070410531514936356
leaf_weight=0.17613602337223744 0.18915249282872615 2.3365369737075516 0.35968328677700201 1.4186635499208922 0.37279515698901378 3.0149415267323993 0.20899992938939149 8.5788213436953775 0.44358899645158167 1.05242112256019 14.040879275146834 3.0348654155650365 3.3040061158108065 0.17311964023247117 0.19538403845217578 0.33756744593847543 1.010070439544507 1.0741012414728168 0.22671078209532458 0.11815632588695724 0.078188223822507008 14.948579735214251 11.134130668729538 1.9213001346479348 13.550632285215903 3.8381510222616271 2.2349358168303288 0.054016263846278778 0.26123742138679418 3.426208598887114 0.36543672346306522 11.43701268278488 2.3516874606743845 2.3431756808940918 0.059937577940218034 0.61156734521136946 0.41335234331563597 0.52838131162570789 11.722389939042353 0.1920853677647737 5.3338826152034917 0.027505086737618867 3.7662597114031371 0.12379408337028508 0.022078915504607721 2.7233033601596621 0.071076495878514834 0.10563688842785268 0.1703869524417313 81.050178091727048 12.189203305188125 0.44610576680679592
leaf_count=31 54 260 94 470 117 2647 56 4022 329 1681 7529 940 1508 23 19 41 99 136 30 49 22 9570 5392 820 8810 3232 1139 12 100 2888 205 9152 2057 1023 46 376 269 141 8404 169 1945 42 17309 323 35 802 21 35 82 71592 8541 417
internal_value=0 0.00558675 0.00501364 0.0371436 0.0269361 -0.00199082 0.00987723 0.0173357 0.0198028 -0.00346238 -0.00523535 -0.0264698 0.00682779 0.0242301 0.0292997 0.00945577 0.0187245 0.0322119 -0.0305592 -0.0376594 0.00582359 0.0150715 0.0040425 0.00829796 0.00493432 0.0102555 0.00372499 -0.00159427 0.00409972 -0.00287095 -0.000816451 -0.00672199 0.0220394 0.0346622 -0.0696767 -0.0109836 -0.0414094 -0.0636164 -0.00462603 0.0536418 0.0241614 -0.0229364 -0.0318743 0.0813865 0.272275 0.0283622 0.012368 -0.0527953 -0.106463 -0.00242269 0.00752901 0.0093001
internal_weight=0 118.055 115.97 2.08575 1.90962 111.113 12.2464 9.23141 9.02241 98.8667 17.4354 3.39455 98.5342 5.35349 5.18037 2.84383 2.64845 2.08417 0.564278 0.490951 93.1807 15.0268 78.1539 44.5288 38.1544 24.5107 15.7856 33.6252 20.9377 15.5498 15.2886 11.8624 8.7251 4.88695 0.425374 12.6874 1.5533 1.13995 13.6437 2.54377 5.3879 4.99206 3.93964 0.173378 0.049584 6.37441 3.0704 0.3471 0.241463 93.8746 12.8245 12.6353
internal_count=175106 68058 67391 667 636 107048 7054 4407 4351 99994 8563 1034 58828 608 585 325 306 235 71 166 58220 9592 48628 28102 25654 16430 9949 20526 14348 12391 12291 9403 6481 3249 251 6178 786 517 9224 2226 1957 19390 17709 400 77 2448 940 138 103 80604 9012 8958
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=3 3 13 0 6 4 6 4 1 2 14 6 13 6 14 8 13 0 2 0 3 1 2 1 5 5 1 11 11 4 9 0 8 13 2 5 6 9 11 9 8 3 0 3 11 1 5 8 6 2 13 11
split_gain=0.287745 0.173213 0.164103 0.171182 0.21041 0.20987 0.156755 0.158045 0.293296 0.215864 0.28112 0.193737 0.177061 0.164492 0.170703 0.184498 0.227627 0.192437 0.161979 0.360547 0.229117 0.370078 0.253794 0.237122 0.210751 0.206193 0.247173 0.221452 0.260168 0.20485 0.190907 0.220242 0.233649 0.169172 0.165611 0.316761 0.317406 0.164718 0.203751 0.197834 0.248716 0.161686 0.160636 0.281873 0.261522 0.205534 0.225283 0.199082 0.161382 0.158862 0.158173 0.156051
threshold=-0.73054007161408652 0.50493340306093171 -0.27204820120035844 0.6582724153995515 0.20950172122115768 -0.084631854761030967 0.66220677600025923 1.4479182887617477 0.99304074048995983 0.00015969910600688311 -0.46139668645103599 0.22240064419606326 0.23270363267558755 0.05803976379034563 -0.39970089475442799 0.0058153316508962501 0.087765989395252722 0.0001767967551131733 0.0020938732195645575 0.0089008174836635607 -0.59763632481917728 0.97003683447837841 6.4150719936151299e-06 0.97476536035537731 -0.059578632688732813 -0.072360042929499088 0.99746787548065197 0.00068265721190035819 0.0010751559438032924 1.3784032573962348 0.0046324864668617445 0.0041566637810319671 -0.0016430092259846808 -0.068065990346656322 0.99744883179664623 -0.15124006075098159 -0.074393708948388079 -0.002879273572273884 -0.022916011465270052 0.0066659969292279485 -0.0061952072358719117 -0.014647579751908777 0.0029740806203335528 -0.002866921247914433 -0.0024144547853991636 0.016925808973610405 -0.49297770557023202 -0.0066525334699391514 0.1634395127876726 0.00029351787816267466 0.65974870359493354 -0.016769258495287362
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 3 -3 5 -5 7 18 9 10 12 13 -9 14 -10 16 41 -18 19 20 21 -2 30 -23 29 27 50 49 -29 -21 31 32 -22 -26 42 36 -36 38 -25 -39 -41 -16 43 44 45 -20 -47 -46 -45 -24 51 -27
right_child=1 2 -4 4 -6 -7 -8 8 11 -11 -12 -13 -14 -15 15 -17 17 -19 34 24 22 23 25 37 33 26 -28 28 -30 -31 -32 -33 -34 -35 35 -37 -38 39 -40 40 -42 -43 -44 48 47 46 -48 -49 -50 -51 -52 -53
leaf_value=0.016829094726445462 0.015402573569788764 -0.040553123965107338 -0.02558400552799471 -0.052341371551562522 0.18100468917197582 0.0558324637873737 -0.044106487709825358 -0.048078898070042078 0.048607097876158176 -0.0086357065495258432 -0.047333731573172617 -0.11821209275473957 0.094739229128086355 0.10112124036091841 -0.017112802059022002 0.054283649821227756 -0.072612458667274185 0.030824337638867771 0.071267221984631077 0.012315845973446956 -0.057056141731072596 -0.18251535222727228 0.041053143718597591 -0.11616941334763781 0.094536672329623095 -0.039201893724012893 -0.14744469433552304 -0.22566806621965824 -0.018747096881884997 -0.086412028214897338 0.085853922541623981 0.087825511532848052 0.070811440190541891 0.030792327659276586 -0.013022082538417277 -0.024351855129121094 0.18300939674265537 -0.11274886168891458 0.088540813846681971 -0.10102192136112079 0.068348330169001603 -0.10077370818346754 -0.00063831806288334395 -0.074352290544247732 0.05420722624652257 -0.068617290115868604 0.0013307182006449569 0.015219787395220293 0.054226987215539479 0.0042699393347494126 0.077408716304545142 -0.0029385637996549563
leaf_weight=10.689740442098808 0.88504094780228015 0.36991925984875684 4.6086793394099734 0.24625769131171182 0.076344319399140659 0.54939684360897445 0.76710398330760554 0.12049277550977455 0.91676645026745962 9.2507422712915268 3.1307015710990553 0.097616432816721388 0.22897151049983222 0.18610902144791897 2.0124357654931377 0.56903428531950329 0.18430481006362232 1.6868936906794259 0.35069176354590936 5.1176242151977931 0.45477435124121257 0.14758152925787704 2.0706844678443277 0.052529289154335856 0.44145977793232294 1.7388355532466442 0.11975604725375877 0.049007348086888558 0.75015416589121742 0.20167086864239525 0.58463741601735819 0.25733019155813963 0.18805118663383058 5.202668246067331 0.12451040626001486 0.29755401120473735 0.21546829895214614 0.44808051007930771 0.14445889952912694 0.14213168552305433 0.17229963691534067 0.24537965283525309 156.44586162651942 0.52909527009072022 2.1703065325928028 0.49906314181862388 4.2262960310044946 3.3142084618698391 0.10543232492273091 2.692828053343419 0.1758174370152118 3.6681395611790335
leaf_count=4888 412 690 7842 614 80 890 544 25 187 5250 608 15 33 133 390 83 31 537 86 4399 55 19 1406 7 383 459 112 28 433 62 46 20 28 2986 200 626 234 142 63 34 29 69 130747 367 899 123 1896 1499 50 2006 66 1921
internal_value=0 4.03475e-05 -0.0169088 0.0151921 0.0391747 0.0219442 0.000506424 0.000671023 -0.00812245 -0.016656 -0.0378243 0.0102904 0.0455523 0.0128037 0.00956958 0.00179895 -0.0056338 0.0200548 0.00151617 0.00890676 -0.00130957 -0.0326929 0.00363221 -0.0707817 0.0226244 -0.00151428 -0.0148538 0.0121644 -0.0360243 0.00830022 0.0422394 0.0128096 -0.01876 0.0360564 0.000386402 0.0505669 0.114109 -0.0506186 0.0289029 -0.0713509 -0.00950803 -0.026914 0.000190281 0.0117524 0.0156693 -0.000698415 -0.0062839 0.0307717 -0.052101 0.0203517 -0.0115553 -0.0146899
internal_weight=0 219.231 5.8506 1.24192 0.871999 0.795655 213.381 212.613 18.6294 12.7309 3.48017 5.89854 0.349464 5.80092 5.61481 4.69805 4.12901 1.8712 193.984 25.7056 14.7421 1.99212 12.75 1.10708 10.9634 11.2652 5.70255 5.56267 0.799162 5.3193 1.48479 0.900156 0.642826 5.64413 168.278 0.637533 0.339979 0.9595 0.196988 0.762512 0.314431 2.25782 167.641 11.1951 10.5606 5.07605 4.72536 5.48451 0.634528 4.76351 5.58279 5.40698
internal_count=174752 169864 10116 2274 1584 1504 159748 159204 7361 5916 666 1445 58 1430 1297 1110 1027 568 151843 15116 7286 706 6580 294 7830 6431 2558 3873 461 4461 149 103 83 3369 136727 1060 434 275 70 205 63 459 135667 4920 4503 2105 2019 2398 417 3412 2446 2380
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=3 4 8 6 4 11 10 8 2 14 11 14 10 0 8 2 0 12 12 12 3 11 10 15 15 0 15 11 14 2 14 14 0 4 0 10 12 11 6 15 14 14 12 5 2 10 12 11 5 8 12 6
split_gain=0.233331 0.155237 0.251886 0.230493 0.269647 0.213313 0.192735 0.188518 0.156359 0.155448 0.155227 0.146561 0.163198 0.248384 0.22573 0.146169 0.272301 0.174849 0.275431 0.215128 0.297449 0.205666 0.197179 0.185954 0.264394 0.175817 0.159502 0.194248 0.155071 0.138442 0.158718 0.137946 0.13624 0.134656 0.126071 0.125785 0.125294 0.125172 0.145731 0.171834 0.14079 0.117989 0.117988 0.117793 0.119251 0.114735 0.110895 0.110473 0.126297 0.131554 0.109822 0.161576
threshold=-0.2343193092383444 0.8320370605755294 -0.038144502081069794 0.2711441326513287 -1.2286534610176196 0.036419957974023288 0.0078966025398225503 -0.0019243850828635442 6.4150719936151299e-06 -0.57988805162026513 -0.027974666427889962 0.10998117466293909 0.038256240267383272 0.020162004046142105 -0.10829520313031175 0.00068316300166770827 0.00025667934096418327 -0.57887367097069953 -0.15415774051282483 -0.018435017624086624 -0.31070271087810392 -0.00098327382564465161 -0.014186336332540798 -0.028325313151835053 0.084608009138409365 0.0001767967551131733 -0.015142894360980584 -0.027974666427889962 -0.0094875148414824383 0.99744883179664623 0.1884245754919214 -0.27130460987041322 0.080710995942354216 -1.6417653371772907 0.0001767967551131733 -0.00030700736785412648 0.017485548574979522 0.0088045379476232085 -0.34102729622442596 -0.23896540124209129 0.3783091273776874 -0.18891513419832992 0.053898640075917728 -0.19595785324107504 0.0057528470642864713 0.00092182929293185389 3.7815447167891527 -0.0203955369039047 -0.32979330989901051 -0.0064990119109112005 -1.2944458530939629 -0.11787530759570584
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 5 10 8 32 -7 35 -10 -5 12 -2 33 -15 17 -17 -4 25 -20 21 36 -22 45 -25 -19 -18 -28 -23 37 -31 -12 -6 -14 -35 -1 -21 38 39 -13 -40 -27 -38 -39 -45 -24 -44 -29 -49 -50 51 -42
right_child=11 2 15 4 6 7 -8 -9 9 -11 31 29 13 14 -16 16 26 18 19 20 22 28 23 24 -26 41 27 47 -30 30 -32 -33 -34 34 -36 -37 42 43 40 -41 50 -43 46 44 -46 -47 -48 48 49 -51 -52 -53
leaf_value=0.0030991708950910777 0.00025975724457324539 0.060153544789998695 0.052187111768893693 -0.16350642033970722 0.017974638645670584 0.085899063506165538 -0.053456533417578646 -0.0073566779026067513 0.057282519696895962 0.010250998422589655 0.024357785422490941 -0.12577256106705448 -0.093269642877472761 -0.098504501599192884 0.01249890589836093 -0.1244410989934174 0.018600406674595976 -0.11632363295194997 0.078195300368534962 -0.086109095824368875 0.028557140295516099 0.073536037457653483 -0.061560847713800541 0.017713128927984566 -0.13672430621226164 0.046409226770511264 -0.11596836939834435 0.073027423135406819 -0.030403595220629149 -0.021716893412217927 0.082497576442253709 -0.084421035434649808 -0.087354708894124375 -0.044670130633036285 0.079508852943015657 0.11380521848103645 0.10047274119108902 -0.036224557550084392 0.0017482816179488726 -0.019138014288006527 -0.085175065438225867 -0.047775813851832376 -0.0016123947695843939 0.088516391984842208 -0.012054649696506216 -0.18467632394588174 0.052589865956890913 0.0690440620155751 -0.076337182086651342 -0.013862157400991507 -0.040373860135377179 0.086658967798697945
leaf_weight=0.16686115903576137 144.73723309279586 0.61957420105136307 0.62409952167581551 0.13069946388714015 2.2040259950645122 0.71805814039544202 0.53474813413049549 0.30361766321584471 0.70457976543821388 27.649453198924363 0.17918401292990893 0.1736979174966109 0.038861390901729354 0.17554888064842122 3.5646668008466804 0.22586123944438385 0.97949675443214879 0.28322032483538073 0.35451191585525244 0.14144367849802986 0.24853656537015922 0.69578655640179932 0.1777506180369528 0.35067793600683816 0.14231532718804374 0.16629002180525276 0.21704996607877625 0.1054787465764101 0.16918569662448213 0.2340561131695712 0.3464567541868746 0.28501886833692003 0.1126558909745653 0.078397827921434127 0.9260168653272558 0.25329363276251271 0.10608594797668036 2.2604819489165484 17.498111291737224 0.76331012476112547 0.063840152328339173 0.47654599302768474 5.9175473845848501 0.102071040415466 9.0182447744214169 0.16120048708762624 0.3855298385642526 0.11541643803502744 0.46863960737300714 1.1334724042217168 1.3269934351096697 0.1553258120884492
leaf_count=28 114825 113 197 26 879 170 252 100 330 16710 29 35 7 92 1962 53 644 46 56 20 56 132 55 119 24 40 42 33 44 468 664 101 59 11 341 26 13 2797 19244 566 62 108 1326 54 8796 17 108 62 285 740 1645 140
internal_value=0 0.00741876 -0.00130635 0.0111618 -0.0132718 0.0139941 -0.000338634 0.0585303 0.0123779 0.0114545 -0.0734713 -0.000452296 0.000861463 0.019 0.00685208 -0.00417067 -0.0226367 0.00161991 -0.00169605 0.00377242 0.000511821 0.00768754 -0.0480708 -0.0710801 -0.0300445 -0.0530556 -0.0143449 -0.0301869 0.053005 -0.00659899 0.0410767 -0.0430759 0.0122328 0.0617151 0.0692141 0.0717309 0.00157766 -0.007504 -0.00273112 -0.0408593 -0.000819172 -0.0228245 0.00374327 -0.0158666 -0.0107608 -0.126337 0.00184007 -0.0189626 -0.0252953 -0.0327677 -0.0295682 0.0339959
internal_weight=0 47.5079 14.2657 33.2422 3.44633 29.7959 2.85143 1.02168 28.7742 28.354 0.594902 181.463 149.521 4.78349 3.74022 13.6461 3.24542 10.4007 9.77663 8.85057 8.49606 7.41558 1.08048 0.831944 0.492993 0.926056 3.01955 2.04006 0.864972 31.9426 0.580513 0.464203 2.31668 1.04328 1.00441 0.420155 6.55061 31.3621 19.9813 0.937008 19.0443 0.642836 6.40916 11.3808 9.12032 0.338951 6.30308 1.82301 1.71753 1.60211 1.54616 0.219166
internal_count=174752 23043 4333 18710 1346 17364 1190 270 17094 17040 156 151709 117238 2413 2054 4220 1859 2361 2164 1970 1914 1643 271 215 143 194 1806 1162 176 34471 1132 130 938 359 352 54 1467 33339 21692 601 21091 148 1447 11647 8850 72 1434 1120 1087 1025 1847 202
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=3 7 0 7 5 5 5 7 13 1 1 0 0 15 5 9 1 10 10 12 0 12 4 9 0 4 1 8 4 1 13 4 8 8 12 5 12 3 1 0 12 1 7 5 7 15 13 8 8 7 15 15
split_gain=0.197306 0.184457 0.179664 0.180105 0.34087 0.299544 0.268637 0.260848 0.224327 0.215053 0.188014 0.185781 0.201497 0.181297 0.202519 0.180709 0.181855 0.170048 0.164794 0.189291 0.163171 0.159459 0.157207 0.155744 0.148744 0.236017 0.199089 0.288841 0.1664 0.212976 0.156029 0.145263 0.193765 0.143772 0.143213 0.170577 0.16018 0.148943 0.242757 0.260316 0.19028 0.215671 0.267503 0.190804 0.163085 0.153929 0.147738 0.161057 0.144943 0.142308 0.142117 0.134742
threshold=-0.49810768943279976 0.095212063416416831 2.1106557142047681e-05 -0.0033136964439651321 -0.40456314476753436 -0.25961136290894576 -0.25585150701711529 -0.024697150162964667 -0.092449819306284001 0.97902131080627453 0.18979161977767947 0.0012742754188366236 0.0021694503957405691 -0.1036693494698252 -0.098171430270607998 -0.0093210227197270384 0.99746787548065197 -0.01199691283966859 0.0062390144178527491 -1.1937028079922463 0.040882168337702758 3.7815447167891527 -1.5548981012834886 -0.073123943187228049 0.001471101713832468 0.85392449921560987 0.82247179746627819 0.010571781178234796 1.4479182887617477 0.98557212948799144 0.11293943559606935 0.321143775935744 -0.00035625508602280459 -0.0035674507954202403 0.77954677149526097 0.72509935908089462 0.72972485007956356 -0.28634691098704929 0.24823381751775744 0.10670975595712663 2.016600225087104 6.3125016822596089e-06 -1.0000000180025095e-35 0.48108412078677532 0.022789981678866509 -0.045288458938365847 0.096780394861732469 -0.060126103251436185 -0.0052301311966633417 -0.011675039235198175 -0.085011147504561665 -0.25896178847866141
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=22 2 -2 5 9 8 18 13 -4 50 23 -12 -13 20 -15 16 17 49 19 -7 -8 33 -1 -10 25 -6 27 -27 29 30 -28 51 -33 -17 36 37 46 38 -36 -40 41 42 -39 -43 -42 -46 47 -26 -38 -9 -5 -25
right_child=1 -3 3 4 24 6 7 15 10 -11 11 12 -14 14 -16 21 -18 -19 -20 -21 -22 -23 -24 31 34 26 28 -29 -30 -31 -32 32 -34 -35 35 -37 48 40 39 -41 44 43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.098819647377742903 0.035522470833373336 -0.02330672583890742 0.024311939330559359 -0.039171999755018415 0.0048519713253338493 0.02951926571489031 0.048116148097656741 -0.0025454984393563588 -0.066961585495250942 -0.10811526604526236 0.041015772173567236 -0.15085013339138273 -0.024043805188033358 0.023498807640078209 -0.0083436797048246896 -0.021074039068609204 0.13040021632679075 -0.0086728499433353142 -0.14686437808546673 -0.086030815388586881 0.0066390639368953813 0.041447821189116246 0.0082252965126131169 -0.037539439067982107 -0.051391924065515626 -0.10384446176589053 -0.053215333842890178 0.082443412060433055 0.0061013986114185998 -0.08865387802645823 0.071971468952146136 0.019508477545111123 -0.091928819209318391 -0.0082873057055941838 -0.031531535601340192 -0.06330392940584266 -0.098410478145165958 0.21887141888686365 0.063321300960045138 -0.056766809355634745 0.0031624156557592356 0.012220012344639458 -0.02364245723665219 0.064073955784340428 0.042659417071708727 -0.053299183463960044 0.0070756849053883013 -0.00059358392711817733 -0.011429495025785708 0.047977306312003414 -0.0072536402823565943 0.02830463798988064
leaf_weight=0.17577277038072026 1.3628939749346489 3.5694984036226733 5.5459163005843948 1.9098664958310108 3.6804932855134345 0.23292556480373605 1.499553964661575 1.0454231813127992 0.22677913448933384 0.24641227496522322 0.40526671152838423 0.11512315447907928 2.5993778389079125 2.4650779556159277 10.201593851727916 17.627519876539971 0.093154078258976258 5.1527145305533386 0.17730614929496369 0.31888336975134635 2.5486714608969123 0.49682596543243462 22.456017606362991 0.32640326619366566 0.614430341198413 0.6013699818759054 0.18371437324640316 0.082796844268159475 1.216643438561732 0.54474920630218548 0.17973818595692137 0.34400673336904219 0.26067006819266669 17.603677402169659 0.42745838416886472 0.29197889524220855 0.2739161916761077 0.097017823965870775 1.692886107972299 0.18813412937106466 8.5507968216520549 11.26046338795069 0.070211529831797459 0.74145878040508328 0.18848647683262243 0.94476287270663195 37.115648655771281 50.05314799223892 0.57503576625549513 1.1728337099339112 5.0903894116509028 3.4346999688332271
leaf_count=77 260 1862 4330 984 2258 101 709 896 173 94 164 32 1373 2042 7365 14630 53 4519 95 263 2228 223 10505 166 285 211 74 17 251 177 66 541 401 19860 374 120 165 36 1060 128 8546 12788 44 296 137 558 25341 41817 569 819 3157 2690
internal_value=0 -0.000828828 -0.000429787 -0.000677001 0.00160952 -0.00460072 -0.0075778 -0.00683268 0.00900687 -0.0194235 -0.00202926 -0.0209088 -0.0303586 0.00377177 -0.00212277 -0.0109364 0.00320889 0.00129475 -0.0671966 -0.0378507 0.0221448 -0.0138916 0.00900513 0.0108266 0.00288687 -0.0118164 -0.0335502 -0.0797983 -0.018126 -0.0500805 0.00915795 0.0151199 -0.029772 -0.0146923 0.00373233 0.0105045 0.00186216 0.0114419 0.0355097 0.0508957 0.00887295 0.0171878 0.124494 0.0155126 -0.00158785 -0.0369308 0.00228404 -0.00122723 -0.0409225 0.0243342 -0.0160382 0.0224422
internal_weight=0 205.649 202.079 200.716 126.822 73.8944 60.6362 59.907 13.2582 7.24667 7.71233 3.11977 2.7145 16.7149 12.6667 43.1921 7.46413 7.37097 0.729115 0.551809 4.04823 35.728 22.6318 4.59256 119.575 6.48951 2.80901 0.684167 2.12485 0.908202 0.363453 4.36578 0.604677 35.2312 113.086 24.4537 88.6322 24.1617 2.30848 1.88102 21.8532 12.1692 0.167229 12.0019 9.68405 1.13325 87.7832 50.6676 0.848952 2.21826 7.00026 3.7611
internal_count=175930 165348 163486 163226 99553 63673 53803 53344 9870 4235 5540 1569 1405 12344 9407 41000 6287 6234 459 364 2937 34713 10582 3971 95318 3054 796 228 568 317 140 3798 942 34490 92264 24087 68177 23967 1562 1188 22405 13164 80 13084 9241 695 67443 42102 734 1715 4141 2856
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=3 4 9 1 4 3 10 16 10 16 0 0 6 6 12 10 6 9 10 3 15 10 5 9 16 16 16 15 0 15 9 12 0 5 1 12 5 0 3 0 1 15 4 5 9 5 6 0 8 4 5 5
split_gain=0.230812 0.147441 0.141052 0.19411 0.206688 0.225087 0.229815 0.176249 0.160617 0.152912 0.140476 0.138905 0.136449 0.136399 0.144266 0.176955 0.13422 0.132866 0.179146 0.130629 0.121711 0.118239 0.162628 0.172752 0.203622 0.16254 0.157526 0.153599 0.152807 0.151618 0.20117 0.147967 0.181686 0.166538 0.143986 0.172559 0.143783 0.16955 0.139276 0.236924 0.181225 0.138996 0.135617 0.163199 0.129722 0.224462 0.167912 0.145193 0.299378 0.158551 0.213661 0.185728
threshold=-0.49810768943279976 -1.5548981012834886 0.00089453325347267707 0.54786482453346264 0.20896190742025919 -0.59763632481917728 -0.020727632617856373 -0.036156151813864314 -0.0041719400692800711 -0.016859088924936389 0.0007475773454643787 2.1106557142047681e-05 0.33649227362621881 0.24684218169385122 -1.0000000180025095e-35 0.0059545758140919095 -0.1464442944057007 0.0013612929736934115 0.00039122104989750212 -0.73054007161408652 -0.066173344871975529 -0.016643308856027089 -0.41453017694931998 0.021180253620226543 0.12584217509949178 -0.28797684564681697 -0.16670182101351458 -0.23097112015396079 0.0021694503957405691 0.24871452379491568 -0.034416026456243011 1.1024854814025207 0.58366921544075023 0.72509935908089462 0.11157904937863351 0.68325392638099725 -0.2702308497820583 0.030916549265384678 -0.20784202165668827 0.072225797921419158 0.95888358354568493 -0.029434310596655872 1.0621025447340076 -0.36182283513235813 0.0024321112818692487 -0.36182283513235813 0.54003298406869182 0.0041566637810319671 0.015632587666409677 0.201063776681393 0.3954149022571069 -0.40456314476753436
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 8 16 6 -6 19 -3 10 -9 13 -10 14 -2 -16 -5 18 -4 -8 -21 22 27 29 26 -23 28 -13 41 31 -31 42 33 38 -32 -36 -26 -38 40 -40 -33 -25 -24 -44 46 -46 47 48 49 50 -27 -51
right_child=11 2 17 4 5 -7 7 9 12 -11 -12 21 -14 -15 15 -17 -18 -19 -20 20 -22 25 23 24 36 44 -28 -29 -30 30 34 32 -34 -35 35 -37 37 -39 39 -41 -42 -43 43 -45 45 -47 -48 -49 -50 51 -52 -53
leaf_value=0.097351513231568751 0.076018419151704861 -0.02376332805965068 -0.08156491556645365 0.022898991406226629 -0.099620550737858443 0.051255569524653134 0.05762705757931337 -0.096327232660110063 0.02388129449149087 0.008969552912348187 0.0077569093411026793 -0.07107759201867106 -0.081833782506787633 -0.053423716770500188 -0.029323139733257904 0.083761861836796625 0.085638754248816285 0.004115448016915743 0.069258995052231584 0.11180367299224658 -0.027617102590574785 0.030522364756632503 -0.011357401211236485 0.0080006203863217436 0.03012102818209994 0.0052761096921437878 0.023883081034602498 -0.016941489353183303 0.0032589597124694373 0.10244124417898946 -0.033873788952787885 -0.034677618916583157 0.14613116741967994 -0.12560579000744745 0.081656311630761549 -0.066264171556610546 -0.11748271327457725 -0.0031763928908976149 -0.019933858165410129 0.04811582344434797 0.090729865396755038 -0.12947113676307406 0.10050933704164831 -0.043517027924603463 0.015219542978623851 -0.0054277125935452003 0.045299826175266809 0.002767604177477343 0.073672302143100624 -0.11552836246944648 -0.087159752987824343 -0.022924881490652964
leaf_weight=0.17428325962100899 0.60698480634027863 1.599841413612012 0.35492971069152091 0.57384368628481752 0.18278606592685065 1.4533804715238123 0.95329071983405811 0.30705483233396336 2.0601109331446446 1.2218563043397757 0.21181228287241538 0.61046189848275423 0.11268008622573678 0.15396588112344023 0.4141401744919041 0.1861940680337284 0.88768152623657648 11.854132408220719 0.08537849692038435 0.056104232933648746 0.4006002988917341 1.7243673430443767 11.927554120182331 0.11686455027665943 0.19741937039361801 3.9108150678329956 4.85494770170635 3.2983329283924858 1.0834557587622837 0.24986851244102581 0.46759211150492663 0.1528885747075045 0.075008238207374123 0.078626457790960447 0.30417320735978137 0.089826365856424673 0.28147751346477878 0.23099507380356954 1.8909147237814066 0.68144878948805843 0.37002211036542576 0.17230324805859698 0.06543284791405346 2.1154274405816968 5.7481276045555196 60.713718827675123 0.87052858809965883 95.777174385430797 0.38541266172251276 0.21274840071418921 0.24946533353067923 4.1127901554752961
leaf_count=77 107 776 157 449 69 569 480 69 1178 662 139 227 35 34 99 24 831 4728 71 33 259 1301 8319 26 65 2212 2023 1311 450 122 301 126 25 21 119 44 105 134 963 502 88 37 7 633 3507 51613 885 87226 174 85 78 2355
internal_value=0 0.0100222 0.00926401 0.0180592 0.028849 0.0186696 0.00426783 0.0108146 0.00013765 -0.0104508 -0.0549771 -0.000647459 0.0177856 0.0309846 0.0423617 0.00713661 0.0615705 0.00207962 -0.0507817 0.0368732 -0.00697764 -0.000862224 -0.00673471 -0.00380467 0.00963328 0.000129417 0.0154438 -0.0256769 -0.0143303 -0.00885676 0.0266775 -0.0111569 0.00804954 0.00399863 0.00309501 0.0465415 -0.0404805 -0.0677753 0.00798222 -0.0017023 0.054128 -0.0766409 -0.0155843 -0.0384259 -0.000178409 -0.00363842 0.00200115 0.00163341 -0.010593 -0.0145647 -0.000610404 -0.0279291
internal_weight=0 22.4898 22.3155 10.021 6.24841 4.78689 3.3335 3.15072 3.77263 1.74072 0.518867 204.381 2.17279 1.36128 1.20732 0.600334 1.46153 12.2944 0.440308 1.41 0.456705 203.02 29.315 25.4062 6.93746 173.705 6.22757 3.90879 1.37262 18.4688 1.11146 17.3573 3.24891 3.1739 0.861592 0.394 0.709892 0.512473 3.09527 2.57236 0.522911 0.289168 14.1084 2.18086 171.981 66.4618 105.519 104.648 8.87123 8.48582 4.16028 4.32554
internal_count=175930 10582 10505 5549 3560 2280 1711 1642 1989 870 208 165348 1213 264 230 123 1280 4956 228 772 292 165084 15648 14110 2840 149436 2536 1538 513 11270 586 10684 1725 1700 464 163 304 239 1679 1465 214 63 8959 640 148135 55120 93015 92130 4904 4730 2290 2440
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=3 4 14 16 2 13 12 12 16 10 2 16 15 10 14 9 14 10 0 12 13 8 4 2 9 8 3 14 9 15 16 14 8 14 14 15 0 2 16 16 16 16 15 9 15 12 3 16 13 14 8 15
split_gain=0.293646 0.312984 0.187733 0.172341 0.158426 0.245719 0.279397 0.219067 0.144175 0.159023 0.15285 0.143524 0.183162 0.278125 0.171721 0.13226 0.131878 0.1807 0.19047 0.192429 0.163474 0.198534 0.178452 0.205701 0.140175 0.196309 0.227044 0.159233 0.159129 0.203344 0.143461 0.186984 0.224623 0.270142 0.218325 0.196735 0.195985 0.173824 0.14195 0.192531 0.362267 0.171757 0.235814 0.184512 0.141824 0.13986 0.133952 0.131153 0.130539 0.123997 0.122501 0.140787
threshold=-0.88118685196604918 1.4479182887617477 -0.081342357222314712 -0.064568871690867599 0.00033547841303516185 -0.074348330021596284 0.9668145240334175 0.56547154066103567 0.10156281721815889 0.018620164488216122 8.205641279346311e-05 0.044162525562322801 -0.078296704275169521 -0.0090770256230709254 -0.1195154316395735 -0.0015906535590723926 -0.04456888866723719 0.0059545758140919095 0.0007475773454643787 -0.23337893999652154 0.061796384908623013 -0.0026083096284889883 1.4479182887617477 3.7900208553764976e-05 0.0090628785645313955 -0.010106583352520421 -0.69156034494153562 -0.10548333704985703 0.0010525475360706486 0.07646440867020772 -0.14919572660802785 -0.20852237324846815 -0.0019243850828635442 -0.12739418188521143 -0.11711305535062404 -0.14107804745933347 0.00010804989506141284 8.205641279346311e-05 1.0000000180025095e-35 -0.14919572660802785 -0.12539173817923868 -0.041145942178061827 -0.002789244932448635 -0.0088629890597358586 -0.014110891308459128 -0.18647500295056507 -0.49810768943279976 -0.15726520120533666 -0.20276741301644888 -0.71898946181928192 0.022438258271821734 0.11921184325190874
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 5 6 7 50 9 11 -10 16 -13 14 -14 -4 17 24 -19 -20 22 -22 23 -18 25 38 28 45 29 -27 -28 37 33 35 -35 -33 -36 -32 39 -7 -41 43 -43 44 -42 -26 47 -47 -9 -48 51 -2
right_child=4 2 15 -5 -6 8 -8 48 10 -11 -12 12 13 -15 -16 -17 20 18 19 -21 21 -23 -24 -25 27 26 30 -29 -30 -31 31 32 -34 34 36 -37 -38 -39 -40 40 41 42 -44 -45 -46 46 49 -49 -50 -51 -52 -53
leaf_value=0.038395102208764291 0.054722448853230903 0.03196991265374298 0.075770231405844851 -0.119785124507643 -0.00089388006276558537 0.045419464181747422 0.084099718437746662 -0.11172973652930905 0.087540842921637996 0.077087888795577361 0.0016459134428577224 0.051993887864870518 -0.13835588978099317 -0.0074796609682329478 0.0093258221501893602 -0.054536095610268315 -0.098092781990173419 0.021389254609351385 0.053253637796342457 -0.094127044092203835 0.012254115121315169 0.077476638801617662 0.030166917160749464 0.018700549356066729 -0.044055041743995521 0.07368305719581808 -0.067179535954286426 0.078433294174334173 -0.026366914927887765 -0.092996681437515702 -0.083458602948949925 -0.12583168438364872 0.025786553341803894 -0.16741035364354878 -0.13666631914071234 0.034642182128036603 -0.019173312456179644 -0.0061294192491437331 0.061580412807299083 -0.093218158849120963 -0.084085891613575645 0.01939896619261966 -0.076281737876312067 0.044415598164034814 0.022863642772240955 -0.017944723367831834 0.090537681659231983 0.07989359118974261 0.010605187618133458 -0.0001357049912214638 -0.054611672056263522 -0.03064204706209981
leaf_weight=3.5448558100870278 1.09968903321533 0.092051511353929527 0.17345071289309999 0.27483198687696131 197.96913468850263 0.95230007692680363 0.82468424473972834 0.17762696587124083 0.4010763866463084 0.26407661549273953 0.41146226668752206 0.22087656171333936 0.33974746608600981 0.77397719887085159 0.098255066775891353 0.11547503572364792 0.3141534994574624 0.31498322512925447 0.093063877600798151 0.5531438699181308 1.0811875297818003 0.81446879431678088 0.63618066357594216 0.2676822590192387 0.37153672973727303 0.61845585911397349 0.63100107959645324 0.39488200147388752 0.34729267973125388 0.067540919804741861 0.66980273462469042 0.06790913907752838 1.399889728936123 0.13962022031001597 0.15476371042495041 0.71999712410343764 0.85391916565049542 0.50885124290834938 0.50780544786266535 0.3925508667834946 0.21543838164689078 0.53911285912545281 0.46608425980049195 1.3404400853992229 0.25261444307216163 0.17329383932519704 0.14594286944338941 0.54847357104154149 0.15260525023404614 1.9381961204612692 0.13643681464236568 0.22164800184691547
leaf_count=1990 467 32 29 46 164816 267 295 30 95 80 269 116 76 428 48 24 48 66 38 138 496 276 154 263 120 204 233 89 85 27 204 12 627 66 26 410 418 421 187 100 72 122 133 358 103 29 19 73 52 429 35 75
internal_value=0 0.0266641 -0.0360921 -0.081989 2.98517e-05 0.00776866 0.0365839 0.0140621 0.00415638 0.0024748 0.0450012 0.00141879 -0.0288749 -0.0441459 -0.106146 0.0235496 0.00379125 -1.74412e-05 -0.0415978 -0.072053 0.0224973 0.0407318 -0.00605765 -0.0453885 0.00280194 -0.00286317 -0.014537 0.0199307 0.0279078 0.0553571 -0.0231262 -0.0167322 -0.0045443 -0.0265084 -0.0571104 0.0183645 -0.0392345 -0.0506551 0.0125916 0.00637523 -0.00540607 0.00734817 -0.0255148 0.0256839 -0.0276267 0.0122682 0.0199542 0.0565349 -0.0575202 0.00691854 0.0307704 0.0401885
internal_weight=0 4.20067 0.655809 0.366883 221.584 23.6147 2.61269 1.78801 21.0021 20.1895 0.812539 19.9254 1.43286 1.21198 0.438003 0.288926 18.4926 15.3789 0.961191 0.646208 3.11367 1.89566 1.21802 0.581836 14.4177 10.8454 6.17904 3.57233 1.03329 0.685997 5.14575 4.51475 3.3361 1.93621 1.1483 0.787906 1.00868 1.17865 4.66635 4.15854 3.20624 2.81369 1.0052 1.80849 0.468053 3.17744 2.80591 0.721767 0.330232 2.08414 1.45777 1.32134
internal_count=175316 2121 131 78 173195 8379 954 659 7425 7061 364 6981 668 552 124 53 6313 5076 242 176 1237 772 465 311 4834 4075 2733 759 316 231 2417 2184 1559 932 510 422 444 625 1342 1155 888 788 255 533 175 670 550 102 82 448 577 542
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=2 8 6 3 8 3 6 2 1 0 13 8 4 13 1 4 11 8 3 1 6 12 12 13 14 13 4 12 6 8 3 6 0 16 1 2 11 14 4 4 3 4 1 4 0 1 16 6 0 2 2 6
split_gain=0.210745 0.205801 0.161197 0.314124 0.213532 0.189071 0.172432 0.173271 0.309018 0.225163 0.345099 0.218519 0.197724 0.183938 0.18022 0.231021 0.179129 0.168058 0.217374 0.228381 0.169566 0.165828 0.160675 0.490288 0.274943 0.258232 0.223673 0.190393 0.451242 0.19687 0.16095 0.167588 0.156814 0.156455 0.154163 0.163488 0.15695 0.149641 0.269876 0.195793 0.235563 0.160734 0.160087 0.159575 0.19153 0.172071 0.15563 0.214479 0.161243 0.149463 0.149384 0.146293
threshold=0.027387117967009548 -0.027418900464067673 0.024184088334094276 -0.88118685196604918 -0.0019243850828635442 0.27996582537889486 0.17973653846205859 0.00025425935746170586 0.16319739073514941 0.0001767967551131733 0.10132931145727074 -0.030199806850839929 -0.084631854761030967 -0.25470204124259183 0.99304074048995983 0.99292531066132905 -0.0022622175613312341 0.0087743779219354081 0.010973988100886347 0.92771545052528392 0.66220677600025923 -0.74302267071711037 -0.20311406983469787 -0.0075616165185908545 0.047631636893914482 -0.29226393520062544 -0.87633865293242363 -0.40048920854726816 -0.028619168942143492 -0.018459071876149768 -0.7672425290220416 -0.24580666640471729 5.4815567636978819e-05 -0.10309201082161598 0.047591822221875198 0.025332823395729068 -0.014718770542750058 -0.13560291173401759 -1.5062054579399715 -0.72103596036307704 -0.59763632481917728 0.38508148486909094 0.053834309801459319 -1.2413356770009798 0.057227175682783134 0.7079625427722932 0.058523910081375662 0.33649227362621881 0.0061876566614955672 0.087511405348777785 0.024665824137628082 0.25677009137408041
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 4 -4 22 -6 -5 9 11 10 -8 -9 -13 -14 17 21 -11 20 19 33 -10 -16 23 34 26 -24 -25 30 29 -29 -28 -32 -3 -19 36 -36 -1 38 42 40 51 43 -34 44 -40 -45 47 -42 -48 -46 -26 -39
right_child=1 32 3 6 5 -7 7 8 14 16 -12 12 13 -15 15 -17 -18 18 -20 -21 -22 -23 25 24 50 -27 27 28 -30 -31 31 -33 37 -35 35 -37 -38 39 41 -41 46 -43 -44 45 49 -47 48 -49 -50 -51 -52 -53
leaf_value=-0.12217082921626864 0.012505222619062069 0.060953390454115991 0.053810748633381089 0.014576246427672407 0.0092879599505040628 -0.070623127171360101 0.013698692162180835 -0.023610653151211865 -0.0017122670185008093 0.026914281937103116 -0.090317932865362771 0.032538266072366255 -0.10025902813481485 0.003568946460940864 -0.11025637851089687 -0.088659653508059405 -0.03607984013187527 0.020780957482227608 -0.11664956855628544 0.066617772309514448 -0.085991813866734212 0.10587429344107523 -0.082668545448563197 -0.072778842448209105 -0.0061014541125194981 0.0031536972950244771 0.048125694135872504 -0.085542120011226352 -0.12179799377397811 0.037894064288026927 -0.063587885615991727 -0.011665205079869508 -0.014310166802957824 -0.056152026793368504 0.020565742171544697 0.11286023062501514 -0.0028361600856419357 0.055861667108223989 0.037618377555658861 -0.005292550725190687 -0.004060841103839502 0.027424571093792233 -0.10753870248628244 -0.02173537160591851 -0.051539100381496089 0.055736696283063353 0.058773886153894554 0.037506007725299766 0.0089393038699430577 0.040460641495609927 0.073632467784501762 -0.060156854333173887
leaf_weight=0.10313398513244454 9.1382561780048928 0.36401799792656575 1.4719981448897659 17.92041275765564 20.995467200623356 0.28290581794499203 0.91699794233500387 1.3346736147213958 7.512004353234456 5.8752752291720753 0.46844120925743482 4.0933126433865255 0.17819904064890568 1.3191655901719084 0.033393323996278923 0.59548717721918365 0.47379619912317128 0.33731958833232045 0.27658422158310703 0.22814782185287175 0.22899606677856343 0.10834890536170938 0.34026494395948503 1.3732801581709271 2.1102862615643976 17.273246664460203 0.33259660802468571 0.16692473983675882 0.60123214101258937 0.41346840247888395 0.77833957853363145 2.8934517274733498 0.31367760967259428 1.0861249933386714 2.7816853491794977 0.19019801410468051 1.2760822506606935 1.169382905139172 1.1788770506004738 67.503335050637986 25.200872380050445 1.0423972706880693 0.4506679989535769 8.5427964298109469 0.58309580467539479 0.28018384638321059 0.67531989277176663 1.2880546425076307 10.551792220936475 0.23504233548192133 0.246571879419207 0.10530056111747388
leaf_count=37 5482 95 615 14433 13528 295 82 600 3448 947 51 1607 83 1038 25 126 133 112 111 148 112 132 166 467 1192 10499 211 97 153 356 454 2607 169 450 1560 82 855 430 382 83083 14701 1219 174 6052 302 244 197 661 5014 136 125 38
internal_value=0 -0.00194448 0.0042354 0.00865835 0.000463781 0.00816803 0.0070908 0.00173283 -0.00382215 0.0141611 -0.0221627 0.012527 0.0212013 -0.00980838 -0.0147051 -0.0617935 0.0221267 -0.0110092 -0.0372838 -0.0229032 -0.0043948 0.0484032 -0.00484646 -0.0131499 -0.0265618 0.0014149 -0.0370638 -0.0273921 -0.0623917 0.000920638 -0.0168366 -0.0229224 -0.00305128 -0.0378898 0.0143297 0.027102 -0.0131862 -0.00325584 -0.0135413 -0.00203428 0.0036065 -0.00977477 -0.0704618 -0.0133973 0.0120481 -0.0191691 0.00216703 -0.00201605 0.0120242 -0.0248132 0.00272403 0.0455889
internal_weight=0 128.623 96.6178 44.4587 52.1591 21.2784 42.9867 25.0663 17.3318 7.73451 1.38544 6.92535 5.59068 1.49736 10.4064 0.737229 6.34907 9.66918 1.92818 1.65159 7.741 0.141742 30.8808 13.2673 8.91615 17.6135 6.55929 5.18601 1.18163 0.580393 4.00439 3.67179 119.485 1.42344 4.3511 2.97188 1.37922 119.121 12.6267 106.494 38.9907 11.8624 0.764346 10.82 1.99702 8.82298 37.716 26.4889 11.2271 0.818138 2.35686 1.27468
internal_count=175316 118379 56937 24253 32684 13823 23638 9205 7992 1213 133 3328 2728 1121 4664 283 1080 4381 821 710 3560 157 18861 8196 5662 10665 4345 3878 606 453 3272 3061 112897 562 2534 1642 892 112802 8678 104124 21041 8335 343 7116 820 6296 20573 15362 5211 438 1317 468
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_wt=459
protbert_core_features_protein_wt_0_pc=426
proteinsolver_core_score_change=415
protbert_core_score_mut=382
protbert_core_features_protein_wt_5_pc=382
protbert_core_features_protein_wt_8_pc=340
protbert_core_features_residue_change_0_pc=316
proteinsolver_core_score_mut=297
protbert_core_features_protein_change_5_pc=262
protbert_core_features_residue_wt_0_pc=257
protbert_core_features_residue_change_1_pc=255
protbert_core_features_protein_change_2_pc=254
protbert_core_features_protein_change_4_pc=252
protbert_core_features_protein_change_8_pc=237
protbert_core_features_protein_change_6_pc=226
protbert_core_features_residue_change_5_pc=222
protbert_core_features_residue_change_9_pc=218

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: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 20]
[lambdarank_norm: 1]
[label_gain: 1,1.5849625007211561,2,2.3219280948873622,2.5849625007211561,2.8073549220576042,3,3.1699250014423122,3.3219280948873622,3.4594316186372973,3.5849625007211561,3.7004397181410922,3.8073549220576042,3.9068905956085187,4,4.0874628412503391,4.1699250014423122,4.2479275134435852,4.3219280948873626,4.3923174227787607,4.4594316186372973,4.5235619560570131,4.5849625007211561,4.6438561897747244,4.7004397181410917,4.7548875021634682,4.8073549220576037,4.8579809951275719,4.9068905956085187,4.9541963103868749,5,5.0443941193584534,5.0874628412503391,5.1292830169449664,5.1699250014423122,5.2094533656289501,5.2479275134435852,5.2854022188622487,5.3219280948873626,5.3575520046180838,5.3923174227787607,5.4262647547020979,5.4594316186372973,5.4918530963296748,5.5235619560570131,5.5545888516776376,5.5849625007211561,5.6147098441152083,5.6438561897747244,5.6724253419714952,5.7004397181410917,5.7279204545631988,5.7548875021634682,5.7813597135246599,5.8073549220576037,5.8328900141647413,5.8579809951275719,5.8826430493618416,5.9068905956085187,5.9307373375628867,5.9541963103868749,5.9772799234999168,6,6.0223678130284544,6.0443941193584534,6.0660891904577721,6.0874628412503391,6.1085244567781691,6.1292830169449664,6.1497471195046822,6.1699250014423122,6.1898245588800176,6.2094533656289501,6.2288186904958804,6.2479275134435852,6.266786540694901,6.2854022188622487,6.3037807481771031,6.3219280948873626,6.3398500028846243,6.3575520046180838,6.3750394313469245,6.3923174227787607,6.4093909361377017,6.4262647547020979,6.4429434958487279,6.4594316186372973,6.4757334309663976,6.4918530963296748,6.5077946401986964,6.5235619560570131,6.539158811108031,6.5545888516776376,6.5698556083309478,6.5849625007211561,6.5999128421871278,6.6147098441152083,6.6293566200796095,6.6438561897747244,6.6582114827517946,6.6724253419714952,6.6865005271832185,6.7004397181410917,6.7142455176661224,6.7279204545631988,6.7414669864011465,6.7548875021634682,6.768184324776926,6.7813597135246599,6.7944158663501062,6.8073549220576037,6.8201789624151878,6.8328900141647413,6.8454900509443748,6.8579809951275719,6.8703647195834048,6.8826430493618416,6.8948177633079437,6.9068905956085187,6.9188632372745946,6.9307373375628867,6.9425145053392399,6.9541963103868749,6.965784284662087,6.9772799234999168,6.9886846867721655,7,7.011227255423254,7.0223678130284544,7.0334230015374501,7.0443941193584534,7.0552824355011898,7.0660891904577721,7.0768155970508309,7.0874628412503391,7.0980320829605263,7.1085244567781691,7.1189410727235076,7.1292830169449664,7.1395513523987937,7.1497471195046822,7.1598713367783891,7.1699250014423122,7.1799090900149345,7.1898245588800176,7.1996723448363644,7.2094533656289501,7.2191685204621612,7.2288186904958804,7.2384047393250786,7.2479275134435852,7.2573878426926521,7.266786540694901,7.2761244052742375,7.2854022188622487,7.294620748891627,7.3037807481771031,7.3128829552843557,7.3219280948873626,7.3309168781146168,7.3398500028846243,7.3487281542310772,7.3575520046180838,7.366322214245816,7.3750394313469245,7.3837042924740519,7.3923174227787607,7.4008794362821844,7.4093909361377017,7.4178525148858983,7.4262647547020979,7.4346282276367246,7.4429434958487279,7.451211111832329,7.4594316186372973,7.4676055500829976,7.4757334309663976,7.4838157772642564,7.4918530963296748,7.4998458870832057,7.5077946401986964,7.5156998382840428,7.5235619560570131,7.5313814605163119,7.539158811108031,7.5468944598876364,7.5545888516776376,7.5622424242210728,7.5698556083309478,7.5774288280357487,7.5849625007211561,7.5924570372680806,7.5999128421871278,7.6073303137496104,7.6147098441152083,7.6220518194563764,7.6293566200796095,7.6366246205436488,7.6438561897747244,7.6510516911789281,7.6582114827517946,7.6653359171851765,7.6724253419714952,7.6794800995054464,7.6865005271832185,7.6934869574993252,7.7004397181410917,7.7073591320808825,7.7142455176661224,7.7210991887071856,7.7279204545631988,7.7347096202258383,7.7414669864011465,7.7481928495894605,7.7548875021634682,7.7615512324444795,7.768184324776926,7.7747870596011737,7.7813597135246599,7.7879025593914317,7.7944158663501062,7.8008998999203047,7.8073549220576037,7.8137811912170374,7.8201789624151878,7.826548487290915,7.8328900141647413,7.8392037880969436,7.8454900509443748,7.8517490414160571,7.8579809951275719,7.8641861446542798,7.8703647195834048,7.8765169465649993,7.8826430493618416,7.8887432488982592,7.8948177633079437,7.9008668079807487,7.9068905956085187,7.9128893362299619,7.9188632372745946,7.9248125036057813,7.9307373375628867,7.936637939002571,7.9425145053392399,7.9483672315846778,7.9541963103868749,7.9600019320680806,7.965784284662087,7.971543553950772,7.9772799234999168,7.9829935746943104,7.9886846867721655,7.9943534368588578,8,8.0056245491938789,8.011227255423254,8.0168082876865547,8.0223678130284544,8.0279059965698849,8.0334230015374501,8.0389189892923021,8.0443941193584543,8.0498485494505623,8.0552824355011889,8.0606959316875546,8.0660891904577721,8.0714623625566233,8.0768155970508317,8.0821490413538708,8.0874628412503391,8.0927571409198524,8.0980320829605272,8.1032878084120217,8.1085244567781682,8.1137421660491889,8.1189410727235067,8.1241213118291871,8.1292830169449672,8.1344263202209266,8.1395513523987937,8.1446582428318823,8.1497471195046813,8.1548181090521048,8.1598713367783891,8.1649069266756875,8.1699250014423122,8.1749256825006782,8.1799090900149345,8.184875342908283,8.1898245588800176,8.1947568544222484,8.1996723448363635,8.2045711442492042,8.2094533656289492,8.2143191208007664,8.2191685204621621,8.2240016741981048,8.2288186904958813,8.2336196767597016,8.2384047393250786,8.2431739834729516,8.2479275134435852,8.2526654324502484,8.2573878426926512,8.2620948453701786,8.2667865406949019,8.2714630279043746,8.2761244052742384,8.2807707701306033,8.2854022188622487,8.2900188469326181,8.2946207488916279,8.2992080183872794,8.3037807481771022,8.3083390301394076,8.3128829552843548,8.3174126137648692,8.3219280948873617,8.3264294871223026,8.3309168781146177,8.3353903546939243,8.3398500028846243,8.3442959079158161,8.3487281542310772,8.353146825498083,8.3575520046180838,8.3619437737352413,8.366322214245816,8.3706874068072175,8.3750394313469254,8.3793783670712614,8.3837042924740519,8.3880172853451356,8.3923174227787598,8.3966047811818587,8.4008794362821835,8.4051414631363439,8.4093909361377026,8.4136279290241731,8.4178525148858974,8.422064766172813,8.4262647547020979,8.4304525516655318,8.4346282276367255,8.4387918525782606,8.4429434958487288,8.4470832262096529,8.451211111832329,8.4553272203045609,8.4594316186372964,8.4635243732711807,8.4676055500829968,8.4716752143920449,8.4757334309663985,8.4797802640290989,8.4838157772642564,8.4878400338230513,8.4918530963296739,8.4958550268871704,8.4998458870832057,8.5038257379957507,8.5077946401986964,8.5117526537673793,8.5156998382840428,8.5196362528432132,8.5235619560570122,8.5274770060603959,8.5313814605163127,8.5352753766208025,8.539158811108031,8.5430318202552371,8.5468944598876373,8.5507467853832431,8.5545888516776376,8.5584207132686636,8.562242424221072,8.5660540381710923,8.5698556083309469,8.5736471874933216,8.5774288280357478,8.581200581924957,8.5849625007211561,8.5887146355822637,8.5924570372680797,8.5961897561444101,8.5999128421871269,8.6036263449861927,8.6073303137496104,8.611024797307353,8.6147098441152075,8.6183855022586062,8.6220518194563756,8.6257088430644657,8.6293566200796104,8.6329951971429573,8.6366246205436497,8.640244936222345,8.6438561897747253,8.6474584264549197,8.6510516911789281,8.6546360285279675,8.6582114827517955,8.6617780977719878,8.6653359171851765,8.6688849842662474,8.6724253419714952,8.6759570329417492,8.6794800995054455,8.6829945836816833,8.6865005271832185,8.6899979714194462,8.6934869574993243,8.6969675262342871,8.7004397181410926,8.7039035734446628,8.7073591320808834,8.7108064336993518,8.7142455176661233,8.7176764230663952,8.7210991887071856,8.7245138531199498,8.7279204545631988,8.7313190310250643,8.7347096202258374,8.7380922596204904,8.7414669864011465,8.7448338374995451,8.7481928495894596,8.7515440590890989,8.7548875021634682,8.7582232147267245,8.7615512324444786,8.7648715907360906,8.7681843247769269,8.7714894695005992,8.7747870596011737,8.7780771295353581,8.7813597135246599,8.7846348455575214,8.7879025593914317,8.7911628885550179,8.7944158663501053,8.7976615258537603,8.8008998999203047,8.8041310211833181,8.8073549220576037,8.8105716347411462,8.8137811912170374,8.8169836232553802,8.8201789624151878,8.8233672400462346,8.8265484872909141,8.8297227350860581,8.8328900141647413,8.8360503550580702,8.8392037880969436,8.8423503434138073,8.8454900509443757,8.8486229404293386,8.851749041416058,8.8548683832602357,8.8579809951275728,8.8610869059953945,8.8641861446542798,8.8672787397096613,8.8703647195834048,8.8734441125153758,8.8765169465649993,8.879583249612784,8.8826430493618407,8.8856963733393943,8.8887432488982583,8.8917837032183105,8.8948177633079428,8.8978454560055109,8.9008668079807478,8.9038818457361799,8.9068905956085178,8.9098930837700419,8.912889336229961,8.9158793788357737,8.9188632372745946,8.9218409370744904,8.9248125036057804,8.9277779620823416,8.9307373375628867,8.9336906549522332,8.936637939002571,8.9395792143146924,8.9425145053392399,8.9454438363779119,8.9483672315846778,8.9512847149669721,8.9541963103868749,8.9571020415622868,8.9600019320680815,8.9628960053372602,8.965784284662087,8.968666793195208,8.971543553950772,8.9744145898055265,8.9772799234999159,8.9801395776391573,8.9829935746943104,8.9858419370033413,8.9886846867721655,8.9915218460756954,8.9943534368588587,8.9971794809376213,9,9.0028150156070534,9.0056245491938789,9.0084286220705803,9.011227255423254,9.014020470314934,9.0168082876865547,9.0195907283578816,9.0223678130284544,9.0251395622785076,9.0279059965698849,9.030667136246942,9.0334230015374501,9.0361736125534851,9.0389189892923021,9.041659151637214,9.0443941193584543,9.0471239121140261,9.0498485494505623,9.0525680508041528,9.0552824355011889,9.0579917227591764,9.0606959316875546,9.06339508128851,9.0660891904577721,9.0687782779854125,9.0714623625566233,9.0741414627525057,9.0768155970508317,9.0794847838268158,9.0821490413538708,9.0848083878043617,9.0874628412503391,9.0901124196642886,9.0927571409198524,9.0953970227925574,9.0980320829605272,9.1006623390051988,9.1032878084120217,9.105908508571158,9.1085244567781682,9.1111356702347077,9.1137421660491889,9.1163439612374688,9.1189410727235067,9.1215335173400316,9.1241213118291871,9.1267044728431905,9.1292830169449672,9.1318569606087934,9.1344263202209266,9.1369911120802296,9.1395513523987937,9.1421070573025496,9.1446582428318823,9.147204924942228,9.1497471195046813,9.1522848423065817,9.1548181090521048,9.1573469353628436,9.1598713367783891,9.1623913287569057,9.1649069266756875,9.1674181458317374,9.1699250014423122,9.1724275086454821,9.1749256825006782,9.1774195379892358,9.1799090900149345,9.1823943534045291,9.184875342908283,9.187352073200497,9.1898245588800176,9.1922928144707665,9.1947568544222484,9.1972166931100521,9.1996723448363635,9.2021238238304601,9.2045711442492042,9.2070143201775316,9.2094533656289492,9.2118882945460037,9.2143191208007664,9.2167458581953063,9.2191685204621621,9.2215871212648057,9.2240016741981048,9.2264121927887857,9.2288186904958813,9.2312211807111861,9.2336196767597016,9.2360141919000842,9.2384047393250786,9.2407913321619564,9.2431739834729516,9.2455527062556815,9.2479275134435852,9.2502984179063326,9.2526654324502484,9.2550285698187302,9.2573878426926512,9.2597432636907815,9.2620948453701786,9.2644426002266016,9.2667865406949019,9.2691266791494176,9.2714630279043746,9.2737955992142638,9.2761244052742384,9.2784494582204822,9.2807707701306033,9.2830883530240023,9.2854022188622487,9.2877123795494487,9.2900188469326181,9.2923216328020395,9.2946207488916279,9.2969162068792883,9.2992080183872794,9.3014961949825494,9.3037807481771022,9.3060616894283417,9.3083390301394076,9.310612781659529,9.3128829552843548,9.3151495622563001,9.3174126137648692,9.3196721209469953,9.3219280948873617,9.3241805466187415,9.3264294871223026,9.3286749273279472,9.3309168781146177,9.3331553503106157,9.3353903546939243,9.3376219019925077,9.3398500028846243,9.3420746679991389,9.3442959079158161,9.3465137331656347,9.3487281542310772,9.3509391815464316,9.353146825498083,9.3553510964248119,9.3575520046180838,9.3597495603223297,9.3619437737352413,9.3641346550080513,9.366322214245816,9.3685064615076925,9.3706874068072175,9.3728650601125878,9.3750394313469254,9.3772105303885525,9.3793783670712614,9.3815429511845849,9.3837042924740519,9.3858624006414608,9.3880172853451356,9.3901689562001831,9.3923174227787598,9.3944626946103167,9.3966047811818587,9.3987436919381935,9.4008794362821835,9.4030120235749965,9.4051414631363439,9.4072677642447324,9.4093909361377026,9.411510988012072,9.4136279290241731,9.4157417682900899,9.4178525148858974,9.419960177847889,9.422064766172813,9.4241662888180997,9.4262647547020979,9.4283601727042914,9.4304525516655318,9.4325419003882587,9.4346282276367255,9.4367115421372141,9.4387918525782606,9.4408691676108702,9.4429434958487288,9.4450148458684229,9.4470832262096529,9.4491486453754359,9.451211111832329,9.4532706340106234,9.4553272203045609,9.4573808790725344,9.4594316186372964,9.4614794472861554,9.4635243732711807,9.4655664048093993,9.4676055500829968,9.4696418172395163,9.4716752143920449,9.4737057496194161,9.4757334309663985,9.4777582664438889,9.4797802640290989,9.4817994316657526,9.4838157772642564,9.4858293087019039,9.4878400338230513,9.4898479604392971,9.4918530963296739,9.4938554492408223,9.4958550268871704,9.4978518369511171,9.4998458870832057,9.5018371849022962,9.5038257379957507,9.5058115539195942,9.5077946401986964,9.5097750043269365,9.5117526537673793,9.513727595952437,9.5156998382840428,9.517669388133811,9.5196362528432132,9.521600439723727,9.5235619560570122,9.5255208090950703,9.5274770060603959,9.5294305541461508,9.5313814605163127,9.5333297323058339,9.5352753766208025,9.5372184005385954,9.539158811108031,9.5410966153495238,9.5430318202552371,9.5449644327892376,9.5468944598876373,9.5488219084587502,9.5507467853832431,9.5526690975142721,9.5545888516776376,9.556506054671928,9.5584207132686636,9.5603328342124421,9.562242424221072,9.5641494899857324,9.5660540381710923,9.5679560754154664,9.5698556083309469,9.5717526435035456,9.5736471874933216,9.5755392468345306,9.5774288280357478,9.5793159375800148,9.581200581924957,9.5830827675029333,9.5849625007211561,9.5868397879618268,9.5887146355822637,9.590587049915035,9.5924570372680797,9.5943246039248482,9.5961897561444101,9.5980525001616002,9.5999128421871269,9.6017707884077108,9.6036263449861927,9.605479518061669,9.6073303137496104,9.6091787381419795,9.611024797307353,9.612868497291041,9.6147098441152075,9.6165488437789897,9.6183855022586062,9.6202198255074869,9.6220518194563756,9.6238814900134582,9.6257088430644657,9.6275338844727916,9.6293566200796104,9.6311770557039793,9.6329951971429573,9.6348110501717183,9.6366246205436497,9.6384359139904721,9.640244936222345,9.6420516929279767,9.6438561897747253,9.6456584324087107,9.6474584264549197,9.649256177517314,9.6510516911789281,9.6528449730019794,9.6546360285279675,9.6564248632777812,9.6582114827517955,9.6599958924299774,9.6617780977719878,9.6635581042172731,9.6653359171851765,9.6671115420750269,9.6688849842662474,9.6706562491184407,9.6724253419714952,9.6741922681456831,9.6759570329417492,9.6777196416410085,9.6794800995054455,9.6812384117778052,9.6829945836816833,9.684748620421626,9.6865005271832185,9.6882503091331778,9.6899979714194462,9.6917435191712755,9.6934869574993243,9.6952282914957504,9.6969675262342871,9.6987046667703449,9.7004397181410926,9.7021726853655483,9.7039035734446628,9.7056323873614154,9.7073591320808834,9.7090838125503431,9.7108064336993518,9.7125270004398239,9.7142455176661233,9.7159619902551437,9.7176764230663952,9.7193888209420827,9.7210991887071856,9.722807531169547,9.7245138531199498,9.7262181593321984,9.7279204545631988,9.7296207435530384,9.7313190310250643,9.7330153216859632,9.7347096202258374,9.7364019313182908,9.7380922596204904,9.7397806097732609,9.7414669864011465,9.7431513941125001,9.7448338374995451,9.7465143211384628,9.7481928495894596,9.7498694273968436,9.7515440590890989,9.7532167491789554,9.7548875021634682,9.7565563225240872,9.7582232147267245,9.7598881832218343,9.7615512324444786,9.7632123668144004,9.7648715907360906,9.7665289085988647,9.7681843247769269,9.7698378436294409,9.7714894695005992,9.7731392067196907,9.7747870596011737,9.7764330324447322,9.7780771295353581,9.7797193551434045,9.7813597135246599,9.7829982089204144,9.7846348455575214,9.7862696276484655,9.7879025593914317,9.7895336449703603,9.7911628885550179,9.7927902943010636,9.7944158663501053,9.7960396088297692,9.7976615258537603,9.7992816215219225,9.8008998999203047,9.8025163651212228,9.8041310211833181,9.8057438721516181,9.8073549220576037,9.8089641749192609,9.8105716347411462,9.8121773055144477,9.8137811912170374,9.8153832958135379,9.8169836232553802,9.8185821774808577,9.8201789624151878,9.8217739819705674,9.8233672400462346,9.8249587405285226,9.8265484872909141,9.8281364841941077,9.8297227350860581,9.8313072438020512,9.8328900141647413,9.8344710499842218,9.8360503550580702,9.8376279331714045,9.8392037880969436,9.8407779235950539,9.8423503434138073,9.8439210512890352,9.8454900509443757,9.8470573460913364,9.8486229404293386,9.850186837645774,9.851749041416058,9.8533095554036745,9.8548683832602357,9.8564255286255307,9.8579809951275728,9.8595347863826532,9.8610869059953945,9.8626373575587944,9.8641861446542798,9.8657332708517593,9.8672787397096613,9.868822554774999,9.8703647195834048,9.8719052376591865,9.8734441125153758,9.8749813476537742,9.8765169465649993,9.8780509127285363,9.879583249612784,9.881113960675096,9.8826430493618407,9.8841705191084355,9.8856963733393943,9.8872206154683848,9.8887432488982583,9.8902642770211102,9.8917837032183105,9.8933015308605636,9.8948177633079428,9.8963324039099412,9.8978454560055109,9.8993569229231113,9.9008668079807478,9.9023751144860253,9.9038818457361799,9.905387005018131,9.9068905956085178,9.9083926207737498,9.9098930837700419,9.9113919878434587,9.912889336229961,9.9143851321554433,9.9158793788357737,9.9173720794768414,9.9188632372745946,9.9203528554150804,9.9218409370744904,9.9233274854191915,9.9248125036057804,9.9262959947811122,9.9277779620823416,9.9292584086369722,9.9307373375628867,9.9322147519683845,9.9336906549522332,9.935165049603695,9.936637939002571,9.938109326219239,9.9395792143146924,9.9410476063405806,9.9425145053392399,9.9439799143437391,9.9454438363779119,9.9469062744563974,9.9483672315846778,9.9498267107591101,9.9512847149669721,9.9527412471864878,9.9541963103868749,9.9556499075283735,9.9571020415622868,9.9585527154310114,9.9600019320680815,9.9614496943981958,9.9628960053372602,9.9643408677924175,9.965784284662087,9.9672262588359928,9.968666793195208]
[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:[]
