tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[1.7579040445525607e-08:0.99963247776031494] [2.6228285321394651e-08:0.99947136640548706] [8.8121964836318512e-08:0.99952268600463867] [-0.99945269214367727:0.99945269214367727] [-0.83338408172130585:0.94876820966601372] [-0.78957274467637495:0.73485213174835762] [-1.9413662227434518:2.6848867536476808] [-2.1252915226298748:2.1252915226298748] [-2.2081074222896802:2.2081074222896802] [-0.85832338556946508:1.2038601285608035] [-0.58225900766000105:1.2629317243331541] [-0.8690734758954417:0.8690734758954417] [-0.25305914240621502:0.25305914240621502] [-0.22183776132229402:0.22183776132229402] [-2.0864488589950261:2.371004200421948] [-1.6731805837268394:1.9940098388906096]
tree_sizes=4007 3985 4004 4017 4001 4009 4038 4009 4018 3988 4015 4036 4020 4024 4060 4041 4021 4031 4016 4021 4026 4048 4023 4041 4032 4050 4038 4037 4030 4072 4079 4038 4082 4043 4069 4064 4059 4073 4049 4069 4061 4087 4061 4037 4058 4064 4081 4060 4059 4061 4056 4063 4060 4076 4072 4075 4076 4051 4070 4082 4074 4093 4049 4070 4046 4043 4077 4088 4087 4084 4101 4034 4069 4082 4081 4080 4069 4063 4088 4078 4050 4073 4103 4085 4063 4055 4065 4037 4110 4055 4056 4060 4042 4089 4086 4044 4068 4074 4072 4046

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 4 8 8 2 10 10 8 10 10 10 2 10 4 10 10 10 10 4 8 10 10 10 10 2 10 4 13 2 10 10 10
split_gain=550.561 101.076 99.6818 35.0852 29.1854 14.9691 11.8166 9.52442 7.47812 13.4623 7.02295 6.26421 6.40963 13.6505 6.22874 6.13065 4.68525 4.10269 9.71865 3.97592 3.71644 3.6657 2.9784 2.85692 2.82763 11.3302 3.88167 3.9217 2.59912 2.56471 2.53952 2.40136 2.84819 10.6882 2.30051
threshold=0.06140460446476937 0.47560586035251623 0.0074481745250523099 0.0075863711535930642 0.027733545750379566 0.063000502953764914 -0.089226275017224618 0.00096497480990365158 0.68616721963547589 0.6861634150630862 0.012448539126271828 0.029191959874067842 -0.19655848664908693 -0.19654991179956058 0.89063915610313427 -0.093511454463786628 0.058706205803900964 0.029191959874067842 -0.093511454463786628 -0.077710586323051972 -0.093510271562057171 0.00082534551620483409 0.1965534073463113 0.68616721963547589 0.6861634150630862 0.68616721963547589 0.82271997802620167 0.21046525239944461 -0.45095191509853044 0.10236121295019986 -0.0001726563916545046 0.25272025167942053 -0.19654991179956058 -0.19655848664908693 0.64722529707453713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 5 17 -4 -1 9 11 -9 12 -8 -14 30 -15 23 18 31 -16 -17 22 -7 28 34 -26 -27 -28 -5 -6 -3 32 33 -2 -19
right_child=1 14 3 16 29 21 8 10 -10 -11 -12 -13 13 15 19 20 -18 24 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.16294934137963218 -0.050000656482368094 -0.088001934071186116 0.061934987754571083 -0.11050019626442115 0.040392201190542765 -0.067995311470812961 -0.047979422090946862 0.12823636947140804 -0.083286587275157517 0.16045500063487794 0.039889772196262857 -0.065322246443737353 0.14804233265327379 -0.058047398806001994 -0.11657042285560137 0.1011616386061284 0.12705962329608586 -0.046362691743374408 0.027016802268280484 -0.15572692513786357 0.010982304972955551 -0.031924426748725122 -0.10949995178343852 -0.012620361760535187 0.13993104052593341 -0.10579100334819201 0.092193846472729712 -0.1234154871916732 0.088346593095931666 0.10367209707772262 -0.12242609387005088 -0.099697421282810741 -0.069670794187379967 0.1388151714246014 -0.11984338901422056
leaf_weight=100.92077412367507 12.780381833443245 37.043121427035658 35.779225561389467 0.6725392912048872 14.275709264336912 44.722665493041859 16.588983724890568 63.322444360230293 10.830501293414271 5.2250214652158311 10.488206550653556 14.309090809518237 7.538008965086191 12.173486899606351 38.342084905103547 5.2938866333570251 33.138421355601167 10.67516795240954 40.548473800859938 80.11589249005192 33.419187891886409 16.561672610696405 28.186770545784384 3.4228068201337001 3.529300012625753 7.6758010792545956 2.4639722035499294 1.2828057613223789 29.081100070754474 11.616621286302687 50.844978033899679 6.5017981455748659 11.94049798287597 3.9167459441814563 7.0906839796807608
leaf_count=9770 1601 3152 3827 49 1860 4153 1976 6947 674 469 999 1910 709 1262 3013 579 3979 1673 4349 4401 3518 1691 2111 287 265 526 202 97 3773 1381 3816 532 1172 382 423
internal_value=0 -0.077606 0.0873341 0.0404672 -0.0310549 -0.0441188 0.0122811 0.142983 -0.00457802 0.0044381 0.115683 -0.00468827 0.00687787 0.022454 -0.128088 0.00385011 0.100464 -0.0191316 -0.00634117 -0.143053 0.023314 -0.0743939 -0.084041 0.0738989 -0.0487206 -0.0166753 -0.0650629 0.0183744 0.0838519 0.0687828 -0.107917 -0.044834 -0.032378 -0.00570899 -0.0756902
internal_weight=0 430.115 382.204 207.472 223.769 197.877 141.157 174.731 105.378 94.5477 73.8107 89.3226 75.0136 58.4246 206.346 50.8866 66.3149 108.406 75.6879 118.458 38.7131 89.4711 72.9094 33.1764 32.7177 14.9519 11.4226 3.74678 29.7536 25.8923 87.8881 35.1394 28.6376 16.6971 17.7659
internal_count=77528 36800 40728 23012 22418 19177 14924 17716 11097 10423 7946 9954 8044 6068 14382 5359 8088 11222 8036 7414 4097 7955 6264 4109 3186 1090 825 299 3822 3241 6968 3687 3155 1983 2096
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 1 1 5 5 7 1 10 7 15 9 7 1 11 10 9 9 7 10 11 5 9 15 10 9 1 11 15 10 7 1 1 9
split_gain=887.439 128.066 119.827 26.6505 21 23.679 21.3595 15.1742 14.4469 16.5149 14.2529 9.43796 9.39687 8.11415 7.93226 7.72665 7.66082 6.27552 6.01264 5.9878 5.92215 5.7636 5.12574 4.90036 4.5428 4.39395 4.36921 4.26463 4.23605 4.22023 4.07241 3.89863 3.76551 3.55969 3.96678
threshold=0.035811997950077064 0.24526860564947131 0.001225374930072576 0.096649289131164565 0.016351090744137767 -0.020491562986777703 0.09478381515654298 0.079561863663716717 0.00010638270396157169 0.011232844138363661 0.10020021672017794 -1.0373757893211197 0.11214956593556051 0.072105196985023504 0.37736277282238012 0.00079467527761050804 -0.19654991179956058 -0.14198469072633119 -0.51993979625104891 -0.287419974177474 -0.2149846101153299 -0.0058507316054651967 0.1652942311478921 0.088536804384996254 -0.11433093444185931 0.68616721963547589 0.29554443404204978 0.0016689014155417683 -0.0044840891913705836 0.15349871207619739 0.6861634150630862 -0.27526397445838552 0.0046849609352648267 0.0086652277968823927 -0.26879429662845605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 5 17 12 16 11 20 15 -1 29 25 -3 -6 -2 -4 24 -14 -10 -19 -11 -17 -13 30 -15 -8 -26 33 -5 -22 -21 34 -7
right_child=1 14 4 13 10 6 27 -9 9 22 -12 18 19 26 -16 23 -18 21 -20 32 31 -23 -24 -25 28 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.033518860718787777 0.015388880956025076 -0.097773157027105581 0.048497256018970814 -0.052164199615039965 0.032485878237688996 0.040591050563420557 0.1237007218956646 -0.056024812070917876 0.11237773168888253 0.14093825971599147 -0.040164798558868314 -0.014629639283490224 -0.038737793394905712 -0.096443460045549545 -0.12956867851800619 0.011774384450200955 -0.02360758257990923 0.1166034789409602 0.11306474293214491 0.02068646930898458 0.034539040842482445 0.065199099744551764 0.07816164668796112 -0.041939792816871171 0.034607351207328399 -0.10835707232725887 -0.045139185354263901 0.056142461280696998 0.13330270153076781 0.0033708169970817084 0.047265281575077055 0.065124637796822843 -0.013269345374051758 0.0056184596771677031 0.098354526401087827
leaf_weight=4.832609796896576 68.933610148495063 117.9960806760937 99.911529255798087 175.51037584920414 111.36972832051106 48.782323527615517 10.444184381514786 121.47772771323798 22.959900758694857 40.933786739595234 59.890247446252033 6.0889097023755339 41.107523608021438 95.313370345858857 234.192423325032 42.31530302669853 187.12674558942672 35.048466742970049 209.10280855884776 70.661795224994421 50.974067508708686 57.754793318454176 19.063994446769357 28.372484863735735 8.3981076078489458 13.813665224239228 20.100104684475809 88.687623407924548 9.0191776226274634 38.382798474980518 4.2182787549681953 228.4545600276906 60.723801843822002 19.199798704357818 15.719588322099296
leaf_count=67 2046 5806 2715 7429 3341 892 180 4886 458 789 2315 71 1102 4608 11956 1421 6944 685 3023 1656 955 1341 270 1134 89 506 872 2141 107 929 112 3969 1940 497 276
internal_value=0 -0.0698923 0.0515885 -0.0447419 0.0269404 0.0371675 0.0231087 -0.026918 0.0856279 0.0730657 0.00215238 0.104801 0.00959691 -0.0665223 -0.118916 0.0160732 -0.0131094 0.0658889 0.107674 -0.00542884 0.0635566 0.0846127 0.120991 -0.00978528 0.0597221 -0.0540078 -0.0875084 0.0632602 0.0857147 0.0308268 -0.0498306 0.0595451 0.00499277 0.0434172 0.0546684
internal_weight=0 1038.68 1428.2 686.494 828.372 586.424 393.709 377.538 599.828 362.386 241.948 237.442 294.578 308.956 352.189 182.058 256.06 192.715 232.609 172.493 302.389 92.8033 59.9978 70.6878 23.5062 193.542 115.413 99.1318 17.4173 122.085 179.729 279.429 131.386 83.7017 64.5019
internal_count=77528 45165 32363 27403 22565 14354 9613 13876 9798 6441 8211 3357 7292 13527 17762 5896 8990 4741 3290 4698 5382 2026 1059 2555 267 8047 5480 2321 196 2594 7541 4924 3596 1665 1168
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 2 0 2 8 9 0 0 0 2 0 2 8 9 8 6 0 2 8 2 0 0 2 9 9 9 6 0 9 9 0 6 8 12 15
split_gain=730.429 206.927 55.7723 54.0111 27.6446 19.1091 18.4496 16.3074 13.6134 12.1707 11.8637 10.0079 9.70321 8.93443 7.11622 6.89587 6.58439 6.52784 6.46651 5.80317 4.89145 4.84416 6.89972 7.35085 4.4472 4.16653 3.86712 3.73782 4.56901 3.61848 3.58765 3.49048 3.74149 3.47009 3.23029
threshold=0.078554451465606703 0.0021572286495938901 0.020836671814322475 0.15806954354047778 -0.10043895127957199 0.85628611699070711 0.00015871363575570288 0.21864755451679233 0.027082202024757866 0.015689208172261718 0.0044983171392232188 0.54257163405418407 0.1666171098655774 -0.53029311379582844 0.0028208689242043079 -0.30507619038232253 0.00063178685377351951 1.7633533389016524e-05 0.061260223537514036 3.8766307625337511e-05 0.21864755451679233 0.020836671814322475 0.00023300671455217528 0.12530445398093593 0.14150273023646961 0.17500724305896503 -0.30507619038232253 0.062651902437210097 0.85628611699070711 -0.41831438058806608 0.10505716130137445 -0.70064871965348174 -0.14181540414574786 -0.010260926136782695 0.10836702909991673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 8 9 10 19 12 26 29 15 14 27 17 -5 -3 -7 -8 30 -1 -11 22 25 -24 -21 -15 -2 28 -6 -4 -10 34 -33 -19 -12
right_child=3 2 4 11 7 16 13 -9 18 20 31 -13 -14 21 -16 -17 -18 33 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.12236024663881245 0.046540697530347008 0.097192701048741559 -0.0064816981267413814 -0.060397466983020766 -0.0062708366251550303 0.040435448103309159 0.087748983956509333 -0.097512583264772287 -0.030918093210502179 0.0063909788068530196 0.077012619180678421 -0.13448889669150679 -0.088542543844464625 0.082022079378302304 -0.11305795790933391 0.046826525790056729 -0.049450484063884248 -0.06576757714160382 -0.095848504425750325 0.080981659097764447 -0.087811597192368876 0.10581649646575067 0.08684785310075234 0.035583779770844141 0.12264493745941413 0.13726062019318105 -0.026798971312633143 -0.035065189034547327 -0.077184187337301174 0.078547286502757455 -0.070295906421549384 0.053695131652923202 0.013513075874677545 0.032665561615489579 -0.014181513313669979
leaf_weight=103.30043275188655 14.46107801992912 53.173015302978456 5.8147161388769737 33.894409757456742 145.38890834304038 10.989326895214615 23.971296956762671 35.99445271177683 47.261655467795208 60.095989516237751 22.689650295302275 220.45772204117384 22.857049551326782 75.874626603908837 105.64440318010747 55.617269864305854 31.536543817259371 3.7801988422870627 46.663343067280948 105.61702767945826 6.0686528144869945 51.235884767957032 45.704642702359706 72.09062561346218 33.82516084657982 16.651711083948612 14.298549022991208 106.03229717502836 9.6915249442681652 35.934592177858576 45.326667420333251 29.62555594346486 106.39121111191344 68.118484192527831 4.6865514582023016
leaf_count=984 518 1420 370 2084 6855 328 362 2248 2572 2813 735 13477 1056 1901 6794 2044 1401 80 2883 1220 361 1904 1139 2504 351 338 707 5720 491 1552 2814 1183 4400 1735 184
internal_value=0 0.0394544 0.00416265 -0.0993744 -0.0193407 0.0361178 0.0831208 -0.0341023 -0.0525577 0.0244273 0.0458579 -0.121224 -0.0260648 0.0686718 -0.100267 0.0714438 -0.0262226 0.0425573 -0.0654939 0.104396 -0.00224933 0.0782437 0.0715268 0.0554743 0.0910881 0.0919632 0.0100781 -0.0205956 -0.0107025 0.0667047 -0.0501955 0.0288222 0.0222651 0.0274903 0.061401
internal_weight=0 1342.76 742.587 528.008 427.878 314.709 600.17 319.964 168.011 107.914 272.183 359.997 283.97 357.427 139.539 108.79 42.5259 95.87 139.252 242.743 66.1646 261.557 210.322 117.795 139.442 92.5263 28.7596 261.113 155.08 41.7493 92.5883 163.393 136.017 71.8987 27.3762
internal_count=77528 45679 33161 31849 21466 11695 12518 16370 9494 5096 9966 22355 14122 9963 8878 3464 1729 2177 8269 2555 3174 7786 5882 3643 1571 2239 1225 13066 7346 1922 5386 6502 5583 1815 919
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 4 0 0 10 6 7 0 10 7 4 4 7 10 10 13 4 13 7 10 10 4 4 0 0 10 13 10 10 11 10
split_gain=473.112 162.375 60.4566 42.754 13.3087 11.7991 8.69534 7.64744 6.00226 5.29589 4.56778 4.47427 4.03668 3.7883 4.09807 3.77339 3.52175 3.03759 3.42447 2.86599 2.85167 2.82926 2.77975 2.65521 2.69613 2.54654 3.07846 2.45372 2.41855 2.36071 2.33294 2.32832 2.30367 2.12803 2.10859
threshold=0.010344212409108879 0.040492400992661721 0.10676573589444162 0.00031867106736171996 0.061461763456463821 0.1311549246311188 0.0026467639254406099 0.031478239223361022 0.85834615390762126 -0.36495701669873543 -0.020613566436113801 0.49014000594615942 0.1898194518924877 -0.37461414500759033 -0.02085894905030727 0.0013879609759896996 -0.1023539787635399 -0.052849414308453191 0.7123090179688808 0.0034531046853447126 -0.019908103626221415 0.0037538561991554207 0.072105196985023504 -0.093510271562057171 -0.063758888514185152 -0.065380213782191263 0.0049064280465245256 0.38999366760253912 1.8035972971119921e-05 -0.15349326189182361 -0.0037413334677477389 -0.19654991179956058 0.68616721963547589 -0.0080183254509821611 0.77489507524597112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 28 6 22 12 16 11 30 13 21 19 32 -15 -16 31 -6 -19 -5 -11 -4 -3 -22 -25 -18 -27 -7 -1 -21 -8 -2 -9 34 -33
right_child=1 5 8 4 17 27 9 10 -10 20 -12 -13 -14 14 15 -17 25 18 -20 29 23 -23 -24 24 -26 26 -28 -29 -30 -31 -32 33 -34 -35 -36
leaf_value=0.11039553665540272 0.032961600129779563 0.024984592647808033 -0.082867872940486476 0.051863966117509888 0.059954973580333006 0.066157945039191923 0.082165090195016527 -0.05661360928782401 0.03825813337701861 0.03220490392211664 -0.060787354687496492 -0.11368412093022173 0.09792021371685028 0.0080570443555824465 -0.057397166328698304 -0.01097982760475015 0.01504663964108958 0.10567785377520518 0.016622813695338596 0.062285340479124665 0.010519643603552073 -0.10816409276125363 -0.013766121312090627 -0.11804604377446644 -0.021705155311826593 -0.050406343990966412 -0.0084100363678764542 -0.056175134380893256 0.090041099348873069 0.00028609866628479024 0.028777051365976299 0.0036967545066379694 -0.14001272179663973 -0.026525852534403607 0.11403225710235475
leaf_weight=83.691928349435329 13.96564105816651 64.036311387550086 194.71199829914258 105.20706987124868 50.290718159638345 95.270731742028147 10.66496147494763 17.791970275924545 3.3772254178766152 19.332933543133549 146.83657276537269 99.207569505670108 15.459760603960602 25.860207191319205 42.619669218896888 29.730285580852069 9.7702748518204299 39.313469308428466 4.85070492979139 8.4515462662093359 28.633759023738094 57.203738794079982 26.039139767293818 3.2162491003982714 29.999330607475713 63.101609606877901 24.129048439674079 1.6683083113748569 192.98914493178017 22.468370845541358 35.198366714874282 12.652378093218429 4.069633819628506 35.298311894177459 2.0067772627808145
leaf_count=912 743 3156 14333 3500 1641 3922 339 1089 175 887 10011 6631 321 1378 2805 1838 481 876 97 304 1334 3914 1432 149 1700 3731 1284 104 3369 886 1412 601 114 2023 36
internal_value=0 -0.0438702 -0.0638809 0.0664112 0.0443213 0.03984 0.0333247 -0.0385764 -0.0944198 0.0140282 -0.0489576 -0.095696 0.0494972 -0.034491 -0.0261106 -0.0383232 -0.021358 0.0767602 0.0958966 0.0439978 -0.00131769 -0.088612 0.0137825 -0.0117962 -0.0310338 -0.0333671 -0.0387897 0.0640526 0.096198 0.0172328 0.0411918 -0.00313467 -0.0721387 -0.0132254 0.0188012
internal_weight=0 969.347 782.333 649.768 373.087 187.014 278.632 427.832 354.501 127.046 266.908 351.123 151.587 120.072 98.2102 72.35 160.924 94.4549 44.1642 136.127 81.1823 251.916 90.0755 61.8493 33.2156 97.0009 87.2307 96.939 276.681 30.9199 45.8633 63.9231 21.8616 49.9575 14.6592
internal_count=77528 59801 51187 17727 13446 8614 10832 26134 25053 5821 17235 24878 5011 7224 6021 4643 8899 2614 973 4690 4070 18247 4588 3183 1849 5496 5015 4026 4281 1190 1751 3403 1203 2660 637
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 3 3 4 4 2 2 9 9 3 10 3 10 4 6 9 6 3 2 3 9 9 10 10 9 4 4 2 6 4 10 10 10 10 9
split_gain=516.532 73.604 73.0424 41.7587 14.3357 13.0833 10.8571 9.99219 8.42556 8.21952 8.11094 7.0675 6.77761 6.31186 5.75447 4.78153 4.45664 4.14071 3.68747 3.64205 5.79053 5.27982 3.56752 3.26268 3.22076 3.14248 3.06836 3.06708 2.94519 2.87427 2.69807 10.6534 3.41501 2.82157 2.69053
threshold=-0.020599522627890107 0.082820920273661627 -0.44372405007015908 0.10236121295019986 0.071196769829839482 0.00079695001477375637 3.8766307625337511e-05 0.11214956593556051 -0.53029311379582844 -0.09907908039167522 0.68616721963547589 0.60040204878896486 0.6861634150630862 0.0039918329566717157 -0.31036913572484753 -0.19421231619406934 -0.17301042569645794 0.024740461609326306 0.0061091608367860326 -0.88640494180435769 0.12371805258436792 0.13076486000606344 0.68616721963547589 -0.091792216267800056 0.71765145599649405 -0.021559438668191429 0.0060327588580548772 0.00057858091895468544 -0.57781113489642932 0.00010693346848711373 0.6861634150630862 0.68616721963547589 0.77489507524597112 0.64722529707453713 0.85628955194357415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 5 -4 15 9 -8 -7 12 24 29 17 22 25 -6 30 -12 -10 -21 27 -5 -9 -3 -1 -27 -22 -15 -11 33 -32 -33 -2 -25
right_child=1 11 4 14 16 7 8 23 19 10 18 -13 -14 28 -16 -17 -18 -19 -20 20 21 -23 -24 34 -26 26 -28 -29 -30 -31 31 32 -34 -35 -36
leaf_value=0.017138472434902442 -0.048447478648309679 -0.092216619646091832 0.055809437181005006 0.087362294169068169 0.075796527244451406 0.047954142480669537 0.031174732736364692 0.034378011318273338 0.091470352352738968 -0.021627846340252856 0.05247308018981317 -0.11526059994641272 0.073962719888328837 0.0035433252532363242 0.0042272118188186681 0.11783087338636003 0.030485903896507724 -0.075290751961203106 -0.1057485352499411 0.09195247002761231 0.051683858854834813 0.077001029800874699 -0.045496073285105132 -0.034052122853532513 -0.053152849195639444 0.11227024892315547 0.0469083691587188 -0.0034328936619774861 -0.03772393460171871 0.020284695041770488 0.10060046398251275 -0.11944346628408786 0.0044511364339050417 -0.13412931129898045 0.055498558959422788
leaf_weight=7.3191033964976659 94.527847913617734 116.78422448883066 53.087208992801607 29.086467379005629 51.516411807737313 54.743513804976828 44.805339196696877 8.5585600209888053 113.36827008449472 37.155270296032541 1.7465598816052068 172.19213351100916 13.751214738469569 24.806247277650982 15.892943752463905 93.732591805979609 37.515093096648343 82.733629958645906 9.4037123173475248 54.351549688726664 20.407826415728778 36.214846319053322 2.1720279576256862 81.916410096222535 25.762184995692223 20.89672318613157 10.94345210585743 19.981500869849697 57.109443399764132 29.237525448785163 5.7524922857992342 5.8221524087712151 3.600689732003957 4.0062647513113907 3.4983333032578221
leaf_count=143 6572 9570 1323 920 1590 3191 1903 466 4567 2288 49 12471 641 1415 680 1495 1539 6030 469 2075 719 1380 80 5299 2003 312 211 1519 3442 1734 250 328 240 204 288
internal_value=0 -0.0671451 0.0532334 -0.0338049 0.0215611 0.010886 0.081912 0.000949585 0.0710379 0.0173172 -0.00105394 -0.101626 0.0100639 -0.0485462 0.0532205 0.10557 0.056704 -0.0582701 -0.080965 0.0783482 0.0669883 0.0492759 0.0781305 -0.0244862 -0.0851567 0.0762235 0.0898054 0.0244164 -0.0252271 -0.00317074 -0.0458861 -0.00663494 -0.0721004 -0.0519312 -0.0303844
internal_weight=0 640.249 804.151 325.51 382.13 293.098 422.021 240.011 289.129 146.038 91.2943 314.739 80.144 278.359 47.1514 132.892 89.0315 196.443 11.1503 244.324 130.956 76.6042 31.2585 93.9733 142.546 39.1593 31.8402 40.3893 81.9157 66.3928 113.709 15.1753 9.42284 98.5341 85.4147
internal_count=77406 44205 33201 20161 18877 15748 14324 14425 12163 8372 5181 24044 4663 18481 1680 2161 3129 13624 518 10260 5693 3618 1000 6053 11573 666 523 2238 4857 4022 7594 818 568 6776 5587
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 2 5 5 2 5 5 10 5 5 5 5 10 14 10 10 6 11 10 2 14 4 5 4 7 10 5 7 10 7 7 5
split_gain=319.203 100.526 48.7582 33.5902 8.59014 7.85007 9.58627 9.87797 7.18134 14.9912 8.37231 8.27489 15.0496 9.5058 15.8702 5.62957 5.57281 4.78156 4.73431 4.69622 4.58322 4.175 4.02047 3.75142 2.99258 2.70101 2.47229 2.25989 2.25962 2.20765 2.24039 4.56201 2.17586 2.06178 1.92018
threshold=0.012678554747253658 0.12810061872005465 0.058706205803900964 0.00026554524083621805 0.61888357996940624 0.11337665048019906 -0.021838349687276035 0.0015128417871892454 -0.10779739936619213 -0.10929958120212679 0.34582104212711046 -0.076839542186349738 -0.07683836389876296 -0.063924000229542463 -0.063918118103168664 -0.45095191509853044 0.13660156562516498 -0.4509362535116449 0.68616721963547589 -0.30507619038232253 -0.019779161373836757 0.68616721963547589 2.3576019884785641e-05 0.31130348186263535 0.0075863711535930642 -0.209715203729301 0.54420686885714542 0.24248088382113367 -0.43862895697628695 -0.049162233949512732 0.31686442857659164 0.83710077029831442 0.069702749563592861 -0.016257993776032074 0.012156760465962665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 16 -3 6 21 -8 9 10 -2 -10 -13 -14 -15 -16 34 -17 19 26 -20 -5 -18 32 -12 -26 27 -4 -19 -30 -31 -32 -7 -22 -1
right_child=1 4 18 5 -6 23 7 -9 11 -11 24 12 13 14 15 17 22 28 20 -21 33 -23 -24 -25 25 -27 -28 -29 29 30 31 -33 -34 -35 -36
leaf_value=0.064078992448108593 0.00015360467292394395 -0.070452539499396213 0.048165790139488004 0.056242357551681943 -0.10516141180114574 0.049508262559560347 0.038277165758893103 -0.011126044898269594 -0.087490224650242976 0.065946694206978629 -0.10193205119360788 0.052091825702155738 -0.10519193078825484 0.16456966381650945 -0.12011580384536001 0.04070341409282318 0.11772075709563318 -0.10237151660816135 -0.16735115753732199 0.021420533291780772 -0.033050426380163804 -0.10598014512722159 0.081823803926299954 0.14819692311475224 0.064499539262919722 -0.089281262916811224 0.12286070710071349 0.094264384630930759 -0.089874314848827477 -0.037786669088592295 -0.021134874462349466 0.11624680867775435 0.10959559541067894 0.072016516627755767 0.09683745145828658
leaf_weight=118.45265870331787 30.208231632248498 131.9535725411406 44.566451728460379 87.612782567390241 155.13824111717986 30.117814468685538 77.554813283961266 84.644088377943262 31.754902135464363 21.488196932943538 16.44498753990047 19.067432510200888 20.588420394109562 3.9491784118581554 7.9870618153363457 8.1114413854666036 56.911052416544408 5.2517075291834763 1.8077754937112329 37.55527130299015 4.6154325315728784 1.6157381231896568 69.063435555319302 5.758536431239917 2.3429379002191126 2.2285153181292108 6.8019674934912464 13.967218859819694 7.2717496331315479 157.81675286480458 18.635576083208438 2.7773564527742556 7.5340399707201859 3.1372696598991734 21.077508389716968
leaf_count=2960 2380 11920 1782 4142 12479 1099 3554 5708 2277 1192 1153 1539 1427 367 526 794 845 438 53 2045 226 74 1820 124 78 141 182 435 511 12564 1597 110 261 132 471
internal_value=0 -0.0426157 -0.0140566 0.0569926 -0.0892085 0.0337586 0.0269785 0.0124959 -0.0321921 -0.00415885 -0.0335674 -0.0393895 -0.0333151 -0.0403227 -0.034017 -0.0377902 0.0827935 -0.0345002 0.0433449 0.0495995 -0.0239674 0.0533049 0.0980408 0.073028 -0.0820366 -0.0104663 0.0657969 0.0591658 -0.0376815 -0.0358599 -0.0336684 -0.00331583 0.0615316 0.00946679 0.0690275
internal_weight=0 755.468 468.376 560.342 287.092 294.838 251.427 162.199 355.924 72.7129 51.2247 283.212 251.457 232.389 211.801 207.852 265.505 199.865 112.451 102.891 9.56048 89.2285 125.974 43.4104 21.0164 4.57145 65.3356 58.5337 191.753 186.501 179.23 21.4129 37.6519 7.7527 139.53
internal_count=77406 56348 31949 21058 24399 14962 13478 9262 27094 4944 3752 22150 19873 18334 16907 16540 6096 16014 4855 4444 411 4216 2665 1484 1372 219 2399 2217 15220 14782 14271 1707 1360 358 3431
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 2 1 2 2 2 1 9 2 2 10 1 1 10 9 9 2 10 13 2 15 10 5 10 2 13 11 9 13 10 10 2 1 2 1
split_gain=332.259 41.3604 34.9161 21.1672 17.3739 10.7614 10.7074 7.04181 9.01112 5.30697 4.05391 4.01461 3.69962 3.43059 2.97625 2.82403 2.71997 2.41098 2.33619 2.10747 2.07316 2.02285 1.97148 1.95193 1.89116 1.76305 1.76217 1.70745 1.67437 1.66797 1.64377 1.63404 1.56306 1.48638 1.444
threshold=0.016351090744137767 0.026002734899520877 0.00053994578775018464 0.38165383040905004 0.12810061872005465 0.0036718405317515139 0.14317514747381213 0.85628611699070711 0.00057858091895468544 3.8766307625337511e-05 0.062725974128173892 0.034090187400579459 0.0027221952332183723 -0.03824847094408914 0.71765145599649405 -0.33240192377839006 1.2472398793761387e-05 -0.10109501260041819 -0.010177491473519276 0.98913246393203746 0.26002321063172212 -0.45095191509853044 -0.00024551983422654156 -0.093510271562057171 0.00015761746908538046 0.0073891484694280805 -0.01606131796315333 -0.250331962532932 -0.0040515850077885779 0.0043166442997553791 0.68616721963547589 1.7633533389016524e-05 0.30060929059982305 0.00079695001477375637 3.5447521440801217e-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
left_child=2 5 9 6 7 15 11 12 -9 27 22 30 13 16 32 -2 -4 -18 -7 -5 31 -20 34 -23 -19 -10 -16 -1 -25 -28 -3 -14 -8 -24 -11
right_child=1 3 4 19 -6 18 14 8 25 10 -12 -13 20 -15 26 -17 17 24 21 -21 -22 23 33 28 -26 -27 29 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.072688490323929877 -0.0086865979059230266 -0.0010319072506817994 0.090190628279088428 -0.087380726066849768 -0.077865384627083478 0.05066715899289035 -0.065843119544660864 0.089612837090222774 -0.018234996833098451 0.070285628263672933 0.099053145436328885 -0.042390592496371254 0.093864340350319528 0.080303018410083027 0.018722436260756696 0.053250645218560877 0.057218001421759312 0.046370878933265899 -0.14932287410923309 -0.11363332957289439 0.004428579837504768 -0.002339225829214303 0.094538133068064356 0.0056962707925556693 0.0027406563756030471 -0.07881842378994397 0.030619461442203358 0.1029528818796472 -0.04356706802431215 -0.063175179879654528 -0.066368411232198443 0.033285575115326094 -0.089432320212874325 0.058556302682223164 0.044445604437336597
leaf_weight=24.262902753427625 9.420003245584665 38.702850896806922 10.569525725208221 129.55815060035093 14.31521550787147 4.2185098384506992 54.626214295538375 7.9135824330151072 24.130627208855007 31.559531581588089 33.407574662822299 142.86455764484708 4.6291319299489251 34.703549064463004 4.3968956526368883 33.687160654400941 30.458435765700415 16.53461719956249 1.3020472950302053 40.025296637439169 25.894442077958956 27.692792562651448 24.344430757220834 8.2643665502546337 24.889109769836068 5.9973131821025154 2.1546426094137159 80.462492188438773 41.768280106945895 15.792629768140612 4.2760460847057393 116.81931932159932 57.824259601824451 21.726678437553346 68.71003451559227
leaf_count=285 695 3299 215 12407 1120 340 5148 266 1384 821 837 12635 129 1118 433 2245 1450 598 39 2762 1831 2411 496 680 1629 330 225 1123 3153 1234 317 7048 5246 858 2599
internal_value=0 -0.0518551 0.052616 -0.0650042 0.0297838 -0.000839515 -0.0498923 0.0348774 -0.00535105 0.0780471 0.0676217 -0.0343291 0.0406633 0.0539266 -0.0713495 0.0397158 0.0428248 0.0358602 -0.0218402 -0.0935769 0.0301174 -0.0257107 0.0604463 -0.0236399 0.020156 -0.0302948 -0.0380147 0.0959412 -0.0354298 -0.0519148 -0.00753235 0.0355946 -0.0779732 0.0775695 0.0525787
internal_weight=0 616.575 601.329 490.222 316.855 126.353 320.638 302.54 38.0415 284.474 179.748 185.843 264.498 117.155 134.795 43.1072 82.4517 71.8822 83.246 169.583 147.343 79.0275 146.341 77.7254 41.4237 30.1279 22.3442 104.725 50.0326 17.9473 42.9789 121.448 112.45 46.0711 100.27
internal_count=77406 53269 24137 43706 17118 9563 28537 15998 1980 7019 5611 16251 14018 5010 12286 2940 3892 3677 6623 15169 9008 6283 4774 6244 2227 1714 1892 1408 3833 1459 3616 7177 10394 1354 3420
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 3 3 4 0 0 0 4 3 9 3 9 5 7 9 3 9 9 5 0 9 3 0 2 9 4 4 4 2 5 4 2 5 10 10
split_gain=246.629 44.6115 33.8217 21.0661 10.7179 8.70512 7.6024 8.64435 5.90249 3.68775 3.66222 3.70572 3.54884 3.15496 3.00691 3.54867 4.86987 2.75367 2.7529 2.72654 2.6961 2.49886 2.36733 2.33887 2.22384 2.0298 2.1766 2.02956 1.98898 1.94265 1.85831 1.85015 1.84278 1.70403 1.67783
threshold=-0.020599522627890107 -0.46729636425152415 0.082820920273661627 0.1311549246311188 0.011685588862746956 0.00037203292595222598 0.0012146087246946993 0.058706205803900964 0.78903780615655716 0.11214956593556051 -0.99421100893232495 -0.26879429662845605 -0.046413744319507587 0.086866141053147009 -0.1931668554227422 -0.98911370569840062 0.12314311208058491 0.85628955194357415 -0.058921216082778685 0.10676573589444162 0.13076486000606344 -0.05475362762808799 0.021565391682088379 5.4158874718268643e-06 0.85628611699070711 0.0060327588580548772 -0.00038454914465546603 6.197424954734744e-05 1.2472398793761387e-05 -0.10779739936619213 0.014804052188992502 0.00051663705380633484 0.064888765624582054 0.434768163754151 -0.094085862969743264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 13 9 -4 21 -1 28 -2 18 23 -16 -17 24 -3 30 -18 -8 -5 -7 -11 26 -22 -23 -12 -9 34 -26 -24 -34 -6
right_child=2 6 8 22 19 14 7 29 -10 17 11 -13 -14 -15 15 16 20 -19 -20 -21 25 27 32 -25 31 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.11077855812123523 0.043835285522614863 0.059076994328428806 -0.066535285535669744 0.081559615091513479 -0.065407749807646895 0.08376420832938547 0.016408965727648921 0.058798495981652099 -0.09805319090390878 -0.015826421812933578 0.072285812461401575 0.084075760248796316 -0.018996838968635899 0.064813479080903055 0.093470095844583712 0.086889576043044675 0.021387308331721158 0.058651821613289884 -0.00096295537854737588 -0.064527772056292079 0.066072089324621164 -0.035282222138074713 -0.0098245225014410003 0.027197690376663603 0.084312732352080644 0.088730052891839037 -0.0099770948002300599 0.011125370588034623 0.013372112129501771 0.022031284042257196 -0.015789953681934209 -0.059685639994522671 0.078949351820535196 -0.041588878250336095 -0.036367884690068498
leaf_weight=37.525520075112581 17.514663250301965 11.998020085506139 138.87026796056307 13.852451801998543 29.531227606232278 8.3617388568818551 64.646930372575298 23.806578157003969 103.85445516626351 39.485393239883706 10.196354804560544 87.339236554922536 18.467538901371881 32.327107596909627 26.062407111399807 28.546163400635123 41.138027912704274 3.6634516085032365 21.009193992707878 65.176772685939795 9.6406396740348992 22.369416706147604 7.7712896101875222 58.08491510967724 0.92748644109815614 13.935849594650788 6.1734367862809476 16.283742264378816 13.084071325138209 36.256191579275765 26.628253530070651 23.493774006143212 6.7881603081477788 1.4177641980350015 60.977110223378986
leaf_count=565 874 413 14607 444 2846 154 4946 1086 9437 3813 120 1953 1301 1151 1291 1601 3134 289 961 6409 595 1729 496 3185 38 744 357 1223 318 2040 2091 1495 354 87 5259
internal_value=0 0.04086 -0.0534808 -0.0275184 -0.0382894 0.0655727 0.0124921 0.00397165 -0.0800208 -0.00749913 0.0837837 0.0746262 0.0115873 0.0426087 0.0515171 0.0606245 0.0520154 -0.0256635 0.0208614 -0.0481333 0.0379718 0.00438247 0.0513049 0.0343161 -0.0304969 0.0609048 0.0363843 -0.0157317 0.0391751 0.0366044 -0.0390112 -0.0542168 0.0250737 0.0581236 -0.0458431
internal_weight=0 636.356 490.85 248.125 218.296 340.088 296.267 230.933 242.725 170.87 148.145 110.62 35.9822 65.3343 191.943 125.497 99.4341 67.5701 33.0072 182.313 70.888 103.3 29.8297 66.4467 63.9067 29.7499 15.8141 38.6532 23.2804 60.0628 117.137 24.4213 15.9772 8.20592 90.5083
internal_count=77406 33201 44205 20161 18780 14017 19184 16659 24044 13533 2956 2391 2175 2525 11061 7722 6431 5635 1374 16605 4830 7898 1381 3339 5346 1696 952 2952 438 3126 10196 1533 937 441 8105
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 2 1 1 2 6 2 4 6 2 2 0 0 7 4 1 0 0 4 2 2 6 2 0 1 15 7 15 4 7 11 15 0 6
split_gain=215.295 36.2395 20.3113 17.5044 11.4975 10.4244 5.26985 5.10738 4.89264 4.06884 3.84217 3.53181 2.59387 1.8269 1.79028 1.70981 1.58558 2.3758 1.70275 1.54981 1.54391 1.80315 1.50667 1.44511 1.40439 1.63594 1.34545 1.29559 1.28728 1.24967 1.24192 1.30475 1.2412 1.23064 1.20398
threshold=0.0099995299242436903 0.22797651588916781 0.0049623732920736083 0.00053994578775018464 0.14317514747381213 0.14864309132099154 -0.30507619038232253 0.00018200433987658474 0.011799764586612584 -0.26407291222190704 0.7817053794860841 3.8766307625337511e-05 0.029616343788802627 0.012925147078931333 0.072105196985023504 0.12387708481401206 0.034090187400579459 0.02812666725367308 0.035385776311159141 0.00036871721022180287 0.026002734899520877 8.4622974100057049e-05 0.95981024567644879 0.0019694030052050952 0.063538737595081343 0.2822087854146958 -0.081304567388277335 -0.287419974177474 -0.21033465907451102 0.18092169612646106 0.072105196985023504 -0.030879518041435326 -0.9258080543064805 0.018971295095980171 0.27901407157130548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 11 8 6 12 -8 16 19 -3 32 20 28 22 -16 17 -4 -18 -6 21 -5 33 -2 -11 -26 -7 -27 -9 30 31 -10 -1 -13 -20
right_child=1 10 4 5 9 26 7 13 29 24 -12 14 -14 -15 15 -17 18 -19 34 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.036609953926273274 0.041757217984509265 -0.062253594779471483 -0.032065563837081444 0.075100301705161521 -0.089838001978111232 -0.11549393281149418 0.055797693183177337 -0.016697078468650192 -0.076019576020649293 -0.088246174163165325 -0.092036281478355755 0.050583107482669531 0.092535579152219993 0.038107171732709805 0.062172077283301 0.097509602283726529 -0.068876517692270461 0.010318182289293848 -0.039256859204938897 -0.052005607145832633 0.068248734923952933 0.02772106418724006 0.0034040592928255078 0.0076827384336016855 -0.015988195882892114 -0.092745614957027642 -0.034179990972856636 -0.040665763448897635 0.011642122993389053 0.027392149148083845 -0.027555427623799769 0.006869930098477652 0.087600998012319686 0.10227340316631957 -0.012144552789592438
leaf_weight=5.0602037683129302 39.178445017489139 78.936784305202309 38.501796987140551 9.8888344508595747 39.343907453760039 4.6455173230497167 33.030598954996094 22.339209407800809 1.9884946772363026 5.6818026409018776 95.98972531358595 73.765058808668982 14.184448907501062 19.085979472496547 51.298904535127804 18.677469140384346 15.289212653762659 20.145472749194596 68.612892554898281 14.939686672994865 21.817415654659271 42.79240915866103 6.4131954959593704 18.241262788069434 22.872365956893191 6.112019979569598 3.6209857133217138 21.863685341435485 56.742128046869766 13.617935283051336 18.783944925817195 42.20068278996041 84.314710481092334 4.9126279406482345 21.514906069322024
leaf_count=99 2747 9050 3418 355 3563 256 1217 1542 124 555 9564 2697 689 1391 1907 540 1347 1939 7252 1506 1158 2378 295 1554 2628 520 414 2607 4100 1045 1688 3523 1313 194 2288
internal_value=0 -0.0405051 -0.0242092 0.0502879 -0.0332177 0.0303669 0.0345115 0.0217834 -0.0209446 -0.0598716 -0.0785966 0.068881 0.0533414 0.0103386 0.0597555 0.0716041 -0.0306868 -0.0175066 -0.0380193 -0.0794259 0.0458789 0.0366147 0.0500116 0.0309323 -0.0410942 -0.0358254 -0.0798759 -0.052044 0.00363675 -7.6039e-05 -0.00601603 0.00313994 0.084714 0.0538106 -0.0327847
internal_weight=0 583.815 408.889 472.59 351.469 228.148 219.881 131.198 240.655 110.813 174.927 244.442 88.6831 98.1673 155.067 69.9764 164.064 58.6473 105.417 54.2836 74.4987 52.6812 85.0909 57.4197 56.5299 50.8481 8.2665 27.9757 79.0813 76.5911 62.9731 44.1892 89.3749 78.6777 90.1278
internal_count=77463 56918 38304 20545 34003 13500 12830 8250 22624 11379 18614 7045 4580 7033 5633 2447 16244 5357 10887 5069 3891 2733 3186 4301 6310 5755 670 3127 5642 6380 5335 3647 1412 2891 9540
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 3 3 3 9 1 9 8 14 4 1 6 6 6 3 9 9 9 9 8 3 9 6 3 1 6 3 3 9 9 8
split_gain=176.771 56.4521 15.0551 10.9923 7.02882 6.25362 5.30038 5.16424 4.44899 4.42288 4.14308 4.23995 3.16044 2.86068 2.7119 2.56729 2.51347 2.4324 2.26773 2.15245 2.02842 1.88018 2.69578 1.83717 1.78868 1.76946 1.70918 1.57393 1.48671 1.45631 1.42481 1.34989 1.30954 1.2909 1.21378
threshold=0.0099995299242436903 -0.047934659291058772 0.00096113455947488557 0.4717099172994495 0.11522506654728205 -0.46729636425152415 -0.63821589469443996 -0.99421100893232495 0.85628611699070711 0.096649289131164565 0.71765145599649405 0.091342989461476495 0.14154590497666167 0.0021715117618441586 8.8378939835820361e-05 -0.31036913572484753 -0.37172221406092348 -0.2051684517446867 -0.056937832385301583 -0.51993979625104891 -0.18067215608667594 0.85628611699070711 0.85628955194357415 -0.13930195128105655 0.98917558758307689 -0.28370346033661659 -0.71607248593317063 -0.98911370569840062 0.16605316847562793 0.10306234950312461 -0.99758741575351439 -0.49138466455042357 0.070056170900673509 0.42720033068184809 -0.26906041361885585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 9 6 25 20 12 16 13 -11 -12 17 -3 19 -16 -8 30 -17 -9 -4 28 -23 -10 -5 -2 -22 -28 33 -21 -1 -31 -29 -7 -33
right_child=1 3 4 24 -6 21 8 14 23 10 11 -13 -14 -15 15 18 -18 -19 -20 29 26 22 -24 -25 -26 -27 27 32 -30 31 -32 34 -34 -35 -36
leaf_value=0.058924759688932654 0.0077395467168169798 -0.045099363035715274 0.029042235632049041 -0.07508527817981972 -0.084956837701836693 0.0079110876064358276 0.040905310535228945 0.020000029256499574 0.032564000920654042 -0.065498865766841829 0.010126286345135916 -0.076787198947169316 0.11813715220866115 -0.015507587303247562 0.064092169237242813 0.042078694616519925 0.0080388901378440469 0.086720583007079119 -0.0054747111542695764 0.084222345334442575 0.11041056365711327 -0.059837442226574958 0.057846736192038943 -0.049833458464965223 -0.10310574763484322 0.049524794668427574 0.094802208131796031 0.10248408539239427 -0.032932746500522102 0.071708340555811656 -0.044077878194813597 0.076286849964510628 0.032348661375265084 0.09116017976887314 0.013985271045044254
leaf_weight=2.6220632991753519 12.841624017979482 80.43954073486384 24.248219086090103 91.20666405861266 5.7061642517801365 56.278007465181872 43.268177654012106 8.5066464664414507 3.4038410070352283 124.01170540068415 15.900080070481637 8.6753913714783248 23.705320392502472 55.008692097006133 48.898467904888093 66.00476939289365 50.340098300250247 12.391085619805379 11.824900502106173 49.558823046390899 7.0898986619431517 10.171121784485875 2.4071353740291661 13.197974554263054 30.366382944397628 48.070462106144987 7.6652033258578767 3.0972167305881184 9.0352457918343116 28.163816160289571 2.7529093185439732 4.6086577035021028 18.954894155322108 1.9264172380790103 9.727469396311788
leaf_count=58 1122 8423 1102 10945 522 5654 2624 192 224 14268 1598 763 383 5170 1748 2970 4072 261 711 1280 240 751 191 855 2655 4224 394 221 1015 699 79 159 1414 139 337
internal_value=0 -0.0379872 0.0468738 -0.0569215 0.0242255 0.0165848 0.0278632 0.0617869 0.0147692 -0.0461513 -0.0580654 -0.0205551 0.0942386 -0.0330815 0.0558659 0.0461355 0.0232306 0.0623506 0.0348538 0.0681278 0.0514988 -0.00183031 -0.0373159 -0.0329397 -0.0820842 0.0407155 0.066293 0.0557675 0.00480784 0.072575 0.00616971 0.0589931 0.0421992 0.0106664 0.0340135
internal_weight=0 546.338 445.737 405.608 176.972 140.73 171.266 268.765 110.21 284.035 148.587 24.5755 41.4714 135.448 227.294 126.728 93.6083 17.7661 77.8297 100.565 61.0554 79.8179 12.5783 16.6018 121.573 60.9121 36.8072 29.7173 67.2397 92.0588 5.37497 42.4999 22.0521 58.2044 14.3361
internal_count=77463 56918 20545 43822 11668 13096 11146 8877 7775 30222 16629 2361 781 13593 8096 5429 6696 398 3681 2667 3371 7750 942 1079 13600 5346 2269 2029 6808 2475 137 1195 1635 5793 496
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=2 2 4 2 0 2 9 10 9 12 0 9 9 0 0 10 4 9 0 9 9 9 14 9 11 4 14 4 2 11 10 4 4 2 9
split_gain=110.944 46.3076 22.4482 9.22648 7.11392 6.14144 4.17638 2.95707 2.88838 2.81129 2.79163 2.47152 2.26642 2.16568 2.31224 2.40606 1.90517 1.71148 1.64972 1.95486 2.78207 4.62535 1.62618 1.51509 1.45407 1.42275 1.40391 1.39515 1.36157 1.34679 1.31887 1.29504 1.7014 1.25796 1.21144
threshold=0.0027577176224440341 0.12810061872005465 0.055548619478940971 5.9002657508244745e-05 0.0078099500387907037 0.7817053794860841 -0.098420261631644343 -0.45095191509853044 -0.53029311379582844 -0.0063259284269488762 0.0039854575879871854 0.11214956593556051 0.0060541037620776535 0.00027171625697519636 0.01842351816594601 0.67603922524935589 0.54420686885714542 -0.42507187894151266 0.19322169572114947 0.85725367589188417 0.85628611699070711 0.82651823552111403 0.13660156562516498 -0.15592220723109176 0.012844027031351036 -0.090385414659976945 0.37022664697071545 -0.024145518895238634 1.2472398793761387e-05 -0.017988899971563273 -0.4509362535116449 0.00050181301776319753 -0.0097563629969954473 0.00030101182346697902 0.26846169527007374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 11 -3 24 -6 -5 12 -4 17 -9 -10 33 -16 -12 -2 19 20 21 30 34 -7 26 -20 27 -1 -29 -14 -11 32 -32 -15 -8
right_child=1 5 10 8 7 23 22 9 13 18 16 -13 29 14 15 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 31 -33 -34 -35 -36
leaf_value=0.002161704738697584 -0.017326643689495193 -0.048493571860820053 0.066120270420396601 0.0086158038365195481 -0.0975358256508915 -0.062327421338774107 0.055344951059625419 -0.062068540279728128 0.059958124207338641 0.035422350372993065 0.022111861260006697 -0.011694165940464395 0.049256326978244849 0.042213746485024801 0.042167482759086508 0.11176250344256058 0.078884918361815839 0.036857995603057192 0.086862570978259557 0.075071156306177542 -0.054910617508302978 0.11020676396679374 0.098797096333030243 -0.092353749633668061 -0.005906419006623826 -0.045701240548064043 0.086218222463465985 0.072555451362477152 0.030008331104505986 -0.028725009117729225 -0.011517256223875522 -0.0044968242219250755 -0.038601934908944702 0.014473986820784402 0.11641884342338278
leaf_weight=6.0823331219726198 7.1052238047122946 115.6775590000907 23.198874071240425 31.892279953113757 5.552813882008194 23.24728740559658 18.624637371860448 30.52472682367079 45.428230652585626 5.1020764354616395 73.164295706985286 28.004875560640357 2.5173881882801679 25.046941826993134 22.296013973245866 6.3917393032461396 6.4303417005576184 32.462648935208563 0.83545858284924435 2.3729467649245626 16.880433303769678 3.0272948313504449 45.796024669776671 60.639204397506546 4.2103632083162656 26.174310535541736 11.297606057487426 17.79103351011873 13.029984222492201 18.420147481083404 52.369249414739897 57.860215755703393 41.630197319143917 47.070042882056441 3.9337959256372406
leaf_count=196 556 14647 831 1817 536 3088 662 2876 1646 664 5372 2291 259 1399 1912 151 338 2044 89 204 1272 285 1025 6653 122 3159 211 330 413 1982 5410 6423 5022 3482 96
internal_value=0 -0.0235688 -0.00522298 0.05035 -0.0179054 -0.0634324 0.0716879 -0.0253345 0.0358832 -0.0237788 0.0355954 0.0110385 -0.044688 0.04183 0.0336605 0.0576735 0.0266985 0.027128 -0.0185617 -0.01509 -0.0162996 -0.0122258 0.0879718 -0.0840326 0.0504506 -0.0416008 0.0553734 0.0459306 0.0545681 -0.0193491 -0.0145871 -0.0162673 -0.0235124 0.0241083 0.0659952
internal_weight=0 633.198 433.634 298.891 330.84 199.564 120.766 263.267 178.125 257.714 102.794 67.5727 51.4623 146.233 100.805 28.6878 79.5946 39.5679 206.252 179.242 176.869 159.989 68.3545 83.8865 52.4113 27.0098 48.201 36.9034 30.821 20.9375 156.962 151.86 93.9994 72.117 22.5584
internal_count=77463 64001 39613 13462 33072 24388 3055 28181 10407 27645 6541 4891 5117 8590 6944 2063 5710 2600 22528 19280 19076 17804 1783 9741 1272 3248 1150 939 743 2241 17519 16855 10432 4881 758
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 4 3 3 4 0 5 0 7 0 2 3 5 5 0 3 4 5 7 5 5 7 13 3 0 4 4 3 12 5 5 2 4 4 0
split_gain=120.293 25.3395 16.2704 10.6081 5.65017 5.52762 5.18713 3.65833 2.59138 2.19187 2.26504 2.10301 2.26271 3.28298 2.01527 1.80586 1.74657 1.71956 1.57905 1.55839 3.24822 3.10806 1.73359 1.52373 1.52157 1.4816 1.46341 1.42041 1.32514 1.27923 1.26504 1.15863 1.11291 1.31115 1.1027
threshold=-0.045899813761934631 0.014127589995041491 -0.49138466455042357 0.44776499384533969 0.1311549246311188 0.00027171625697519636 -0.024640396643062796 0.0078099500387907037 -0.0056424335015124649 0.019543290138244632 0.005688086850568653 -0.99421100893232495 -0.00024551983422654156 -0.084774094277575748 0.0086288210004568117 -0.99421100893232495 0.026462204754352573 -0.061795897647779777 0.4165980196668706 -0.0010946847458254761 -0.00081780026348783608 0.20155098989432488 -0.0038923929881588154 0.98917558758307689 0.0022551144938915972 -0.0044372510164976111 -0.12897472269833085 -0.19606944266706702 -0.0011092499773758503 -0.0048131639413813423 0.10650896687911661 0.044593743979930885 -8.2277023466303931e-05 0.00056606269208714377 0.10676573589444162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 15 18 17 26 -3 -11 -7 13 -13 31 -1 -14 -2 27 34 -21 22 25 32 29 -22 -8 -4 -29 -10 -16 -6 -5 -34 -9
right_child=1 4 6 23 14 11 8 19 24 10 -12 12 16 -15 30 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 33 -35 -36
leaf_value=0.093462314182705619 0.028233087273867953 0.016005090544263741 0.051573812581589898 -0.055817377452171003 0.035318904267418808 0.066370486731126527 0.08572265948193003 -0.04080761065377711 -0.012628440700149308 0.10206153348365155 -0.02766701610303085 0.080648270626209162 0.037298268667122596 0.02109420596037825 0.0037745427329049976 0.063230598852701811 0.0793130434145351 -0.023596598613155526 0.073774541446565325 0.047421360382939003 -0.060032065608164986 -0.002749788553372854 -0.056016686967810217 -0.097859806625528803 0.0011913937796208815 0.0033628623527278165 -0.017496367327050372 -0.0010160299623635572 0.033631165746209876 0.04776282880301963 0.048618782410124572 0.10105356419898935 -0.089754065578875053 -0.050904712826877488 -0.060158136682635588
leaf_weight=27.100678821327165 10.555214202380741 20.956519551284146 19.448409207921941 34.094537721015513 4.5208859816193563 28.094154924503528 1.4089436383219425 61.652099978935439 4.3651689942926195 1.3910127717535932 41.473032691923436 10.419334925012661 22.028807645430788 82.939642707700841 14.445448363432662 72.934060699655674 17.961774373718072 16.265099113690667 8.9426725641824287 4.7903534367214879 5.6503891561878872 20.344079765374772 52.788570771983359 24.805048608162906 29.280934215814341 10.607034854765514 54.680562340829056 18.839063901861664 26.661092419468332 17.852106484468095 11.143034551176241 6.5898504003416747 33.661473630578257 11.709143467072861 56.379750259424327
leaf_count=524 690 1582 1518 5259 180 1311 81 7574 294 87 5019 1303 1413 6374 1185 2059 797 1327 391 730 612 2260 5668 2484 3020 1253 4947 1507 2072 809 704 181 3476 1795 6977
internal_value=0 -0.0366784 0.0369833 -0.0496078 0.00747944 0.0529499 0.0139783 -0.0379978 -3.25858e-05 -0.010499 -0.0234571 0.0415049 0.0362662 0.0277407 0.0387443 0.0714208 0.0561692 -0.00319887 0.0343785 -0.0423959 -0.0328025 -0.0371016 -0.0472232 -0.076223 0.0161642 -0.0186705 -0.0149036 0.0289542 0.0192857 0.0358974 0.0233029 0.0743066 -0.0694691 -0.0797279 -0.0500507
internal_weight=0 443.823 442.957 343.303 100.52 261.478 181.479 239.033 107.588 63.8206 42.864 161.444 133.35 93.359 36.6992 100.035 39.9906 26.8203 73.8912 212.212 94.1804 89.3901 69.046 104.27 51.4982 16.2574 56.0895 64.9486 45.5002 22.2173 25.5885 11.1107 79.4652 45.3706 118.032
internal_count=77463 49043 28420 40105 8938 13781 14639 27091 9151 6688 5106 11198 9887 7677 2250 2583 2210 2017 5488 25074 10523 9793 7533 13014 4123 1865 5028 5097 3579 1103 1889 361 10530 5271 14551
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 8 1 3 3 4 3 5 5 7 5 3 4 3 5 3 7 3 3 5 5 8 13 4 5 5 3 13 5 7 5
split_gain=106.661 32.552 10.1222 9.4765 5.51503 4.4653 3.40595 3.28628 2.71811 2.94862 2.4933 2.19718 1.85994 1.73969 1.60201 1.81231 1.43244 1.32532 1.23184 1.19006 1.15415 1.08062 1.09503 1.01305 1.04488 0.999945 0.970304 1.121 1.03406 0.982612 0.901475 0.883957 0.866224 0.838731 0.836966
threshold=0.0099995299242436903 -0.082072996068745838 0.00053994578775018464 0.64041046344209474 0.099656106845941408 0.16333867843530717 0.05700569041073323 -0.99421100893232495 -0.99421100893232495 0.055548619478940971 -0.63821589469443996 -0.014975117734123579 0.094783311809234175 -0.066839697270222903 -0.020491562986777703 -0.44372405007015908 0.1311549246311188 0.015380251221358778 0.29192613317071187 0.98917558758307689 0.34923409715276521 -0.99253811579137607 -0.78513349936110888 0.020965518962830915 0.3658616046011739 -0.17974302722786353 -0.0038923929881588154 -0.051902394741773598 0.086465590889252444 0.10650896687911661 -0.0094333868473768217 0.0056072386125304357 0.09478381515654298 0.15097173588722235 -0.077136934304883123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 7 5 8 6 17 -1 -4 14 -2 30 -12 -9 -10 -16 21 -3 26 -5 31 -15 25 -7 -25 -23 27 -13 -29 -30 -8 -17 -14 -24 -19
right_child=1 3 4 19 -6 23 11 13 9 -11 12 18 32 16 15 20 -18 34 -20 -21 -22 22 33 24 -26 -27 -28 28 29 -31 -32 -33 -34 -35 -36
leaf_value=0.086019045769015173 0.035826427899558012 -0.0061544855078922295 0.067850964163094343 -0.067706104899772898 -0.071894792971208488 -0.054328614165821812 -0.031329963138811957 0.035272292564189088 0.03350796203012895 0.044148478317620282 0.015739200341677285 -0.10298768996604138 -0.046419370384812059 -0.031463316616377239 0.023574877772554011 -0.0044187744131325311 0.080696619730523597 -0.059565165652683827 -0.069010155025979833 -0.094222086689101467 0.037400946240076095 0.047827352008530472 0.027192072305203031 -0.090811000088494909 0.036750919787620143 0.082567127568821064 -0.031783568674425382 -0.036451313460837721 0.035895944548048099 -0.024273178232164218 -0.058415938266659577 -0.041479929000578779 0.00079491667876656488 0.054218016054024425 -0.021830981240162715
leaf_weight=31.07250856468454 45.478342827875167 54.985627419751836 14.549392046814317 61.00380194094032 5.893084540788549 27.043170966469916 15.553791651385835 51.08929865306709 31.68184124660911 46.155682262964547 39.722395158285508 1.1092595535592433 8.5429930351674539 1.5292352526448656 37.668933207256487 34.312367133738007 21.636661774653476 8.2422708323574643 6.9962510382174505 23.42551733442815 5.4820548314601174 14.823826931475194 18.745959975174628 15.977385756123113 0.6690189676301096 18.78540457575582 55.280175297084497 5.2717632338171851 8.3857224280945939 4.0130261753220102 58.512678343977313 7.9214056232012799 7.1280614172574124 29.63899979821872 20.49315956121427
leaf_count=691 4389 5940 595 8939 608 3692 1839 2209 2575 3040 4855 100 696 34 2609 2994 801 971 896 2663 375 501 927 1524 78 533 7474 907 876 591 7379 676 729 1301 2557
internal_value=0 -0.0318364 0.0399615 -0.0456663 0.0232798 -0.0368816 -0.0315048 0.0563175 0.0264348 0.0227431 0.0184752 -0.0402777 0.00422982 0.0504109 0.0143036 0.00717782 0.0577657 -0.01525 -0.0289011 -0.0750632 -0.00576672 0.0518254 0.0533788 -0.0662756 -0.0856843 0.0672447 -0.0251121 -0.00547388 0.000647509 0.0164214 -0.0527279 -0.01137 -0.0249437 0.0437473 -0.0326544
internal_weight=0 467.834 370.987 366.963 183.665 282.533 238.844 187.322 177.772 163.222 100.872 155.123 55.3934 156.249 117.067 85.3848 105.16 83.7211 81.0562 84.4293 47.7158 83.5234 81.9942 43.6896 16.6464 33.6092 74.0599 18.7798 17.6705 12.3987 74.0665 42.2338 15.6711 48.385 28.7354
internal_count=77564 57095 20469 46426 13472 34824 29530 6997 12864 12269 10669 20062 6280 6306 9229 6654 4097 9468 10844 11602 4045 3296 3262 5294 1602 1034 9948 2474 2374 1467 9218 3670 1425 2228 3528
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 3 3 0 5 10 0 8 8 5 15 5 5 10 7 5 0 5 3 5 10 10 3 5 5 10 5 5 10 5 7 10 3 5 5
split_gain=82.2714 17.7076 13.932 7.07314 4.23299 4.89947 4.21781 3.876 3.48002 3.41331 2.58173 2.044 1.89492 1.87105 1.87025 1.84937 1.83343 1.64183 2.14326 1.94337 1.57519 1.79233 1.52129 1.50641 6.13739 1.91042 1.46236 2.22906 1.77057 1.44184 1.52912 1.42494 1.52695 1.29959 1.54697
threshold=-0.019247701391577717 -0.59664517431519914 0.37120521650649613 0.0095086088404059427 -0.07683836389876296 0.68616721963547589 0.00037203292595222598 -0.18376959779526261 0.20590675160324193 -0.00083901461646136699 -1.0373757893211197 0.3658616046011739 -0.061795897647779777 -0.45095191509853044 0.044151601521400817 0.21838227390818232 0.00031867106736171996 -0.00024551983422654156 -0.99640166945755471 -0.079895651930209075 0.6861634150630862 0.64722529707453713 0.98917558758307689 -0.10928457849172868 -0.10929958120212679 0.54294124748895523 0.09478381515654298 0.094783311809234175 0.54294124748895523 -0.00081780026348783608 0.27645521981809978 -0.090985587904908419 -0.78513349936110888 -0.076839542186349738 -0.084774094277575748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 5 20 10 -6 9 23 -1 -10 -2 -11 26 -14 -16 18 -8 -20 21 33 -4 24 -5 -25 27 28 -9 -15 -31 -12 -33 34 -3
right_child=2 4 22 8 7 -7 17 14 11 13 31 -13 15 29 16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=-0.029383049173665465 0.047227689257114458 0.01583353586089277 -0.061412931899126826 -0.042303346075808795 0.028523739850477983 -0.078477236433395312 0.063199826308615939 -0.0096492761455294652 -0.072626024724262092 -0.080063559621887714 0.050516585080217918 0.12626701130526113 -0.024782275658542085 0.06090752629367753 0.058777933423597974 0.052648958756165112 -0.0016926798364295872 0.054026612965545763 0.067739760064057727 0.016621083780224415 0.054562899126374687 -0.11564458696883675 -0.091122333704245509 -0.037802596089669266 0.070022066094409363 -0.078820970031217158 0.0042463510230315712 -0.056271151277883118 -0.11853909156570155 -0.016801350635423786 0.020034383538276104 0.082818041403730891 0.03293047284681179 0.037960810736200661 -0.072076790775304475
leaf_weight=2.8522837879136196 14.713687910407318 24.394171528983861 82.939820881307242 23.380556030024312 32.9231986629311 4.2748944594059131 15.338912412291391 37.766273571323836 21.56604603302549 3.6982938630972049 32.466420461423695 0.52938660269137372 10.991229238454251 2.9835140516515812 5.958590467227622 4.2878951102029523 31.62533144664485 37.140340237994678 8.3531772117712517 67.804273288580589 21.574865064583719 0.91583828115835686 21.756682862876914 58.958295300661121 6.1422991254366925 14.062951102270743 19.649124056828441 18.214352982118726 1.5547437699278805 60.893638008739799 13.828689816029508 50.331470198521856 6.9871033714152864 34.948726206086576 2.180644667241725
leaf_count=97 900 2699 12860 3235 2556 348 715 4464 2629 469 805 51 1079 503 275 263 3332 2163 1252 5676 1258 66 2734 8608 658 1280 1902 1406 52 7210 1459 1515 314 2495 236
internal_value=0 0.0276884 -0.0372253 -0.0237582 0.00863258 0.025955 0.0480108 -0.00172268 -0.0303627 -0.0258586 0.06428 -0.0678607 0.0216138 -0.0105698 -0.0103994 -0.00305217 0.00789439 0.0362945 0.0290967 0.0222279 0.0312689 0.02322 -0.0675868 -0.0379955 -0.0189338 -0.0457022 -0.0193073 -0.0273511 -0.0139548 -0.00726236 -0.00998425 0.0672555 0.0767368 0.0252871 0.00861989
internal_weight=0 457.255 340.733 236.036 235.981 88.2891 221.274 147.692 206.044 183.948 92.6373 22.0954 29.9928 81.4041 114.768 15.2791 37.5839 128.637 91.4964 76.1575 84.0142 62.4394 104.697 102.544 29.5229 73.0212 77.1845 57.5354 39.321 77.7058 74.7223 89.785 57.3186 61.5235 26.5748
internal_count=77564 33626 43938 28344 21089 7102 12537 13987 26102 23422 2731 2680 2242 9641 11431 1342 3607 9806 7643 6928 6754 5496 15594 13781 3893 9888 7824 5922 4516 9172 8669 2634 1829 5430 2935
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 1 1 13 4 1 4 4 10 15 10 0 5 10 4 13 4 4 10 4 15 15 0 5 5 5 5 13 5 11 4 0 10 1
split_gain=76.0476 11.1793 9.98027 2.446 2.4293 2.18965 2.15052 1.73489 1.74149 1.42748 1.42546 1.28768 1.21826 1.19315 1.50826 1.18097 1.13641 1.13547 1.07309 1.01212 1.3706 0.977987 0.938596 0.933132 0.913638 1.12919 0.878611 1.74277 1.39221 0.889018 0.783312 0.771995 0.778961 0.768834 0.740788
threshold=0.016351090744137767 0.15939182043075564 0.0015541940229013564 4.650508162740153e-05 -0.0036606126457196177 0.0049064280465245256 0.42414331436157232 0.0049064280465245256 -0.0044372510164976111 0.35051748031745111 0.887123067581715 0.062725974128173892 0.00027171625697519636 -0.00081780026348783608 0.68616721963547589 0.00031263194978237158 1.0000000180025095e-35 -5.3037423640489571e-05 0.0080301403068006056 -0.063758888514185152 -0.025058083236217495 -0.10832755930633682 -0.9258080543064805 0.12858314067125323 0.1832297955437163 -0.25159946569226693 0.12137493621274288 -0.014370791946406234 -0.0054742088333637412 -0.01436983011459903 -0.013429268569053432 -2.4493438104400408e-05 0.11766235530376436 -0.067731820526139311 0.0044186287559568891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 18 13 26 8 9 -6 22 12 -5 14 -4 31 24 21 19 20 -2 -15 -1 -13 25 -7 27 -3 -29 -30 -31 32 -8 -24 -23
right_child=1 6 5 11 7 16 15 -9 -10 -11 -12 23 -14 17 -16 -17 -18 -19 -20 -21 -22 34 33 -25 -26 -27 -28 28 29 30 -32 -33 -34 -35 -36
leaf_value=-0.0031078290556811406 0.031910852383298445 -0.051290421513610455 0.012133861153799004 0.045985892839298173 -0.0054490620101664165 0.11167944491434079 -0.095238407028677252 -0.0087134270803714917 -0.040403938190632566 -0.046072661305643234 -0.015967359260384121 0.062532224012098694 0.026482387163887445 -0.038831714409554317 -0.12999509684079094 -0.032059904284862578 0.012556285899177264 -0.042469156223653048 0.024282274934340022 0.0079776739739181347 -0.040210419299023997 0.042120418059686103 0.051218291661879078 -0.019423666854953732 0.068182742135091484 0.023766972849321402 -0.065058887964891607 0.025913833698783407 0.034128380556458185 0.0079178223057592978 -0.03909058374053196 -0.082145535294503746 -0.053835322108233441 0.074727437032673108 -0.0050618664419228299
leaf_weight=1.992494677659123 3.308993887621912 39.917504027922405 52.039656592358369 54.937033739173785 36.323901098046917 1.5593785031232972 5.2709464069775995 62.155914831237169 63.588920799928019 11.35365153418388 2.2838096844498059 26.512157789285997 76.798732725030277 5.0272598494775638 0.75750650372356076 10.362594312377039 33.2009893321665 9.9758265445125271 15.781122137763303 20.276059631520184 12.937270501221063 5.2947589232353502 21.223315981100313 1.4660804397426535 8.0027386345900577 23.171937859093308 12.504790374616276 5.319888978265225 2.0903269546106449 4.0554974335245779 28.145420485496288 24.996078985917848 32.954128571698675 40.375555826176424 8.9567615510313754
leaf_count=76 441 5892 5142 2094 5435 163 661 7624 8462 1118 62 1221 5158 433 55 1788 3011 809 1972 2490 2013 397 664 51 494 2114 1680 749 341 558 4210 2939 5063 1319 865
internal_value=0 -0.0308757 0.0322029 0.0454413 -0.0163983 0.0120225 -0.0506075 -0.0220955 -0.0295711 -0.0151229 0.0616549 0.0387538 0.0346158 0.00111841 0.0100947 -0.0633514 0.025592 -0.0150815 0.00249194 -0.00692356 -0.025521 -0.000909684 0.0644426 0.0582377 0.0388136 0.0293101 -0.0404184 -0.036544 -0.0216836 -0.0290678 -0.0331702 -0.0684804 -0.0595445 0.0666276 0.0124674
internal_weight=0 391.343 373.576 225.589 225.726 147.987 165.617 173.422 111.266 47.6776 65.8752 159.714 131.736 82.0518 52.7972 73.5837 65.935 29.2546 52.3034 36.5223 16.2463 19.2788 63.5914 27.9782 32.7341 24.7313 92.0334 79.5286 39.6111 34.2912 32.2009 63.2212 38.2251 61.5989 14.2515
internal_count=77564 53436 24128 10645 29555 13483 23881 22639 15015 6553 2121 8524 7252 7701 5197 10451 5782 2504 6916 4944 2454 1695 2059 1272 2771 2277 13430 11750 5858 5109 4768 8663 5724 1983 1262
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=1 3 3 3 6 3 1 3 3 15 1 15 7 1 6 3 13 13 6 15 15 6 3 13 15 13 3 6 12 12 12 6 6 7 6
split_gain=64.0968 21.5871 7.42528 6.39578 5.8458 4.3898 3.14935 2.99218 2.56722 2.21324 1.92135 1.8785 1.77109 1.4159 1.35516 1.35511 1.23994 1.22527 1.21937 1.30378 0.895768 0.880407 0.85383 0.925147 0.853516 0.811718 0.806411 0.792583 0.780849 0.753032 0.746137 0.73497 0.722249 0.843177 0.718068
threshold=0.0082469834014773386 0.020738024817546833 -0.18500902689993379 -0.56542721102232452 -0.30507619038232253 0.78903780615655716 0.27336724102497106 0.11522506654728205 -0.99421100893232495 0.2547533945369046 0.0017912366893142464 -0.99422601643960784 -0.045987273869162751 4.650508162740153e-05 -0.35908023501440084 -0.045899813761934631 0.0035948261537236954 0.00030876712480755751 -0.65374201542419519 0.20271895857662667 0.30209574465527456 -0.38247772449275519 -0.97956006725644318 -0.012695611340017773 -0.085283979477152036 0.0035948261537236954 0.99427430095238389 -0.56423421379624727 0.0019775548200427939 0.013422909238687985 -0.010545086046807131 -0.27891837159053168 0.063247217446730716 -0.63130202196819141 -0.10627633727798429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 21 8 9 16 25 12 18 10 -5 31 32 -13 17 -14 28 -15 19 -1 -11 -2 -23 -24 -9 29 -7 -19 -3 -4 -27 -10 -6 -34 -8
right_child=1 5 6 4 7 26 34 24 11 20 -12 13 15 14 -16 -17 -18 27 -20 -21 -22 22 23 -25 -26 30 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.029046828021437918 0.040475887219038331 -0.039842617083517086 -0.0086166672244218628 0.063839061373897277 0.0077204909112260902 -0.066152738904116146 -0.074236280732885324 -0.11208551015335116 -0.073411325003951033 -0.10361608872470299 0.025742548777217208 0.062001271174793621 0.028866600287874786 0.071479332924843389 0.028096796906015048 -0.0068190756185811099 -0.056755723081820156 0.006824872648952051 0.077610711432364837 0.068690399267217137 0.0056124324445869936 0.043317293895213126 0.082385155584956682 0.0071306932908138561 -0.012060999537678755 -0.066427208612764702 -0.09479592470377679 0.063763033694968607 -0.021165423231687908 0.037867346157884507 -0.019597810748802996 0.010061902933928097 0.043820391740511139 -0.027960725908461527 -0.029490987716803148
leaf_weight=2.3742366771912193 19.505327820836101 84.282943963429716 88.764216099370969 35.572303119872231 13.482501447317189 43.906892548387987 10.427781645295907 2.7681060126633383 1.7554261775221673 0.83248866954818179 21.085439283924643 30.060077370842919 37.610471537394915 17.135503284604059 58.01370384870097 14.839641247584948 33.475089828047203 6.5604781581787392 33.497694738500286 3.2103454864118248 7.6512240354786627 9.2723861235135683 1.6979129925603036 43.129333704797318 1.2331358848023217 3.8539399936562395 12.664115584339013 3.8969848166452703 30.479148875165265 3.6274482573498963 29.037453978759004 2.6428904817439607 1.7874659382505331 19.367062125471424 5.4667006988893254
leaf_count=99 2061 12661 11309 1679 1184 7541 1428 192 98 53 1789 933 2517 865 3840 1291 4981 391 1040 101 631 855 280 5288 215 380 1767 219 4898 424 3611 144 167 1786 846
internal_value=0 -0.025638 -0.00348879 0.0340277 0.0196546 -0.0488659 -0.0169142 0.00329634 0.0481372 0.0425287 0.0496613 0.040891 0.00718126 0.0433301 0.0367739 0.0187701 -0.0398217 0.0550174 0.0703986 0.0271383 -0.00510593 0.0222617 0.0156947 0.00998109 -0.0812591 -0.0115943 -0.0725649 0.0280429 -0.0348822 -0.00679163 -0.0250849 -0.0232534 -0.0103675 -0.0218955 -0.0588467
internal_weight=0 419.591 214.783 315.377 156.23 204.808 141.178 91.0884 159.147 65.1415 56.6577 120.065 87.0871 115.667 85.6067 52.4501 148.237 27.593 39.0823 5.58458 8.48371 73.605 54.0996 44.8272 4.00124 125.283 56.571 10.4575 114.762 92.3917 32.8914 4.39832 34.637 21.1545 15.8945
internal_count=77564 58330 26482 19234 11504 31848 17998 7352 7730 4152 3468 6490 6945 6248 5315 3808 22540 1475 1240 200 684 8484 6423 5568 407 15724 9308 610 17559 11733 3991 242 3137 1953 2274
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 3 3 4 9 3 5 4 3 9 3 3 9 15 15 13 9 9 9 12 9 9 11 5 5 5 5 5 5 9 13 13 5 5 5
split_gain=54.6319 13.5759 7.75224 7.71577 3.22078 3.63683 3.0644 2.47781 2.00844 1.81187 1.70259 1.76759 1.67167 1.57856 1.38693 1.37505 1.25828 1.91512 2.7402 1.47669 1.19305 1.1633 1.12098 1.10954 2.10516 1.69584 1.61425 1.23469 2.44265 1.16079 1.10198 1.05183 1.05132 2.64455 1.05017
threshold=-0.056937832385301583 0.2098817455407698 -0.49138466455042357 0.10236121295019986 -0.26879429662845605 -0.98911370569840062 -0.07683836389876296 0.00022456864826381209 0.89901918673422199 -0.13337693459316638 -0.9969927446724397 -0.99060421009835398 0.85628955194357415 -1.0373757893211197 -0.36647191677320151 0.00039644835548171257 0.85628955194357415 0.85628611699070711 0.71765145599649405 -0.00050074363270097408 0.094445489244364869 -0.12672558545793619 -0.014126288835434967 -0.07683836389876296 -0.076839542186349738 -0.10779739936619213 -0.10929958120212679 -0.063924000229542463 -0.063918118103168664 -0.23879276744817865 -0.01148730869768599 0.005855309486785247 -0.10928457849172868 -0.10929958120212679 -0.06953951430293849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 10 21 -4 16 -3 -10 15 14 23 -7 -12 -1 17 18 19 -2 34 -6 -20 24 25 26 29 -25 -29 -9 -15 -22 33 -21 -8
right_child=1 8 6 -5 5 13 20 12 9 -11 11 -13 -14 30 -16 -17 -18 -19 22 32 31 -23 -24 27 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.10440473890920457 -0.045076640348109313 -0.046480462035846187 0.029454308687532172 0.028955292238478415 0.037145896396811026 -0.067836875500752028 -0.096523158540326032 -0.086106713995724726 -0.041200001008888099 -0.08812264338095524 0.021119389549631704 0.018556238331185412 0.097051091111531679 0.077976431327614212 -0.075392058204557744 0.023771592269480762 0.010140160431682062 -0.079017282006224765 0.085012404029812971 -0.029356621309242575 -0.0063838157942491154 0.079353320090044352 0.0035786410204752444 -0.076823213584608807 0.063765591644348391 -0.052065842580395122 0.04699895883023144 0.11635323087280794 -0.018280557351576795 3.4669273537063208e-05 0.036844422963330403 -0.048328022811099214 -0.029136655156509528 0.069916464496217731 0.013691998119060265
leaf_weight=3.720638661994597 55.012483387283275 65.668224397202721 49.075641853036359 34.90075225115288 7.9657370433124006 1.3912098316941399 0.88514157885219802 1.8983696858631507 11.491991304792462 28.985238875888172 2.3943073417758569 34.661419295298401 1.4826692297356192 6.9319044031435615 3.9380916506052008 4.9004163052886724 7.3903036652482106 8.2119109896011633 2.2439013512339443 7.9329265377891716 39.00537831755355 36.230622931994731 6.8527871388941985 3.4035240343946489 5.1414711237885049 6.1396809706347986 6.8317933693761033 1.3853748417459417 49.388336957956199 8.8905927680025325 107.90278085402679 7.0609422688139594 44.558597023889902 4.0551090915687293 37.10908976229257
leaf_count=82 7649 11563 4223 2685 412 130 95 215 2302 4667 115 2156 170 617 184 147 817 717 233 1229 4277 1742 663 441 635 762 678 214 6562 1319 8171 706 6647 368 3810
internal_value=0 -0.0272163 0.0284765 -0.0147374 0.0404427 0.0473293 0.00959848 -0.021643 -0.05728 -0.0748007 0.0181759 0.00968075 -0.00819654 0.0380446 -0.0389007 0.0585709 -0.0299879 -0.0322892 -0.0291088 -0.0334122 -0.00199361 0.0717461 0.0236661 -0.0100748 0.00574752 -0.00680689 0.0089629 -0.0185156 -0.014607 -0.0151223 0.0393273 -0.0128129 -0.0220642 0.00422379 0.0111243
internal_weight=0 361.866 343.173 255.721 210.037 160.422 133.136 220.82 106.145 40.4772 49.6149 40.9938 84.5618 116.226 6.3324 8.62105 136.258 128.868 120.656 111.559 84.0606 44.1964 9.09669 83.0791 28.9019 23.7604 17.6208 54.1772 50.7737 10.789 114.835 46.0663 56.5466 11.988 37.9942
internal_count=77403 50536 26867 32004 13756 11072 13111 29319 18532 6969 2684 2455 10996 8918 299 229 18323 17506 16789 15893 8888 2154 896 10826 3609 2974 2212 7217 6776 1534 8788 4983 8244 1597 3905
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=1 3 2 3 1 8 4 5 3 5 2 0 13 5 5 3 3 8 3 0 5 5 4 13 2 3 3 3 8 4 3 5 5 5 5
split_gain=48.9067 12.5989 9.17894 5.92251 3.94469 2.4133 2.3455 2.09235 1.76765 1.63638 1.38142 1.44504 1.41676 1.37397 1.6194 1.64518 1.78088 1.22312 1.11958 1.11181 1.05298 1.67558 1.14744 1.48612 1.0297 1.08336 0.969874 0.95896 0.903059 0.892128 0.859429 0.854449 2.58248 0.913159 1.05575
threshold=0.016351090744137767 -0.094592025736346827 7.1412068791687502e-05 0.4717099172994495 0.0016689014155417683 0.10082442640375065 0.0051602721214294442 -0.00083901461646136699 0.086722928099334254 0.29192613317071187 0.017582755535840992 0.14938155561685565 0.0034531046853447126 0.094783311809234175 -0.0016642144055847988 -0.9969927446724397 -0.99060421009835398 -0.37243463772262703 0.98917558758307689 0.029616343788802627 -0.00081780026348783608 0.05454444655116885 -0.0017955354414880274 -0.0073703827241770005 1.7633533389016524e-05 -0.94332286482313055 -0.98911370569840062 -0.59664517431519914 -0.41323178108442732 0.0007306523621082307 -0.56542721102232452 -0.063918118103168664 -0.063924000229542463 -0.07683836389876296 -0.076839542186349738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 13 5 10 7 8 29 -6 20 12 -12 26 14 -1 -16 -17 -8 -5 -19 -9 -22 -23 -24 25 -18 -4 -2 -14 -3 -21 32 33 34 -31
right_child=1 3 4 18 6 -7 17 9 -10 -11 11 -13 28 -15 15 16 24 19 -20 30 21 22 23 -25 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36
leaf_value=0.062558022030803476 0.024970326215461566 -0.039586986132665751 0.059991506251309279 -0.054161928618297529 -0.0042270916731293037 -0.045952579419689207 0.070829479419983507 0.04602617980064222 -0.070898195303821396 -0.054043938790039527 0.05059859664267799 -0.06500192289690275 0.081896917963011462 0.091364951224216215 0.07920091466536619 -0.044890216236622475 0.018112397528220567 0.0065821183811190509 -0.08464757586399338 0.08471390938563815 -0.046563525571798825 -0.02371346009056053 0.05755250895073083 0.0014425172537534427 0.0039561839024264498 0.081513768077849547 0.025353926670736333 0.00089449817764864013 -0.0060393317952308319 -0.016441361034003892 0.024916993892724056 -0.043361812121815752 0.14244860939592435 -0.069894761390241242 0.056330289788345658
leaf_weight=46.560759908112232 32.479446605604608 52.601988291396992 9.1168125169642718 55.545990135986358 60.351568011858035 52.053992841945728 4.3198196431039824 4.1050310819409779 4.2572013575118026 6.9627122253586995 32.60791233042255 1.1184220062568773 1.2458903407678033 9.5859419612679613 5.8566030159126994 3.5879921987652805 5.0530298249796033 36.196480916958535 15.382685228047192 3.3578896407270795 8.8017352909664606 13.73322120861121 5.6106095180148179 29.748688894964296 7.62487789383158 5.7756296582520026 71.350012535898713 33.719381751841865 18.639592262741644 18.191288791131235 8.4569708430790325 10.060749446740372 1.080080851214009 2.7451081592880646 2.2389671835117033
leaf_count=1826 3837 8441 456 10750 6515 8013 317 725 653 1031 2078 64 60 301 127 139 146 3875 2650 252 1496 2046 698 3534 354 157 4585 4664 1397 2608 889 1770 211 370 368
internal_value=0 -0.0265113 0.0271259 -0.0358213 0.0175488 -0.0273098 0.00412573 -0.0210843 -0.00862018 -0.00807746 0.0292561 0.0467651 0.0233716 0.0557302 0.0511425 0.0320905 0.0195728 0.019862 -0.0607735 0.0152762 -0.00291528 -0.00638551 0.000817955 0.0103457 0.0321066 0.0519285 0.0292783 0.0127069 -0.000529838 -0.0314041 0.0419118 -0.0188609 -0.00869827 -0.0157424 -0.00846626
internal_weight=0 345.062 335.063 278.863 251.019 207.934 116.94 155.88 64.6088 68.962 134.079 33.7263 100.352 84.0448 74.4589 27.8981 22.0415 52.3312 70.9287 48.0113 61.9993 57.8943 49.0925 35.3593 18.4535 10.8287 80.4668 66.1988 19.8855 86.9182 11.8149 34.3162 24.2554 23.1754 20.4303
internal_count=77403 53212 24191 44711 21141 31311 12501 23298 7168 9530 8640 2142 6498 3050 2749 923 796 5333 13400 5016 8499 7774 6278 4232 657 303 5041 8501 1457 13768 1141 5327 3557 3346 2976
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 3 0 3 8 9 0 9 9 9 0 9 14 3 9 0 15 3 3 3 8 12 9 8 9 3 8 9 9 9 9 9 9 8 9
split_gain=39.759 10.1565 7.96409 3.79181 2.93058 2.82442 2.06105 2.27186 2.3381 2.2827 2.25634 2.04086 1.54202 1.688 1.52014 1.36681 1.34296 1.62525 1.24132 1.20883 1.0863 1.0701 1.05542 1.28704 1.14811 0.968521 0.931638 0.913717 3.27781 1.91691 1.76425 1.63571 1.49188 1.30188 0.872772
threshold=-0.045899813761934631 0.37120521650649613 0.00027171625697519636 -0.63821589469443996 0.23642546360322153 0.12221117672725619 0.0039854575879871854 0.85628955194357415 0.85628611699070711 0.71765145599649405 0.1263222619891167 -0.53029311379582844 0.23377978969868185 -0.98659381307743377 -0.1942085329469812 0.09927085787057878 0.077898933911938487 -0.99640166945755471 -0.98911370569840062 0.98917558758307689 0.11881237755973136 0.0062204333327913648 0.85628955194357415 -0.062680903917539429 0.85628611699070711 -0.0050361193716526023 0.034720428574378522 -0.42507187894151266 -0.42447059611136456 -0.19595023815251419 -0.1942085329469812 -0.53355871336626615 -0.53369749896059415 -0.30517151148480048 -0.17872662626705985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 11 6 -5 25 8 9 10 27 16 -1 -14 -6 -11 17 -4 -13 -3 -9 26 23 -7 -25 -2 -17 31 -29 -30 -31 32 -8 -32 -35
right_child=1 19 3 5 14 22 7 20 -10 15 -12 18 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 30 33 -33 -34 34 -36
leaf_value=0.037451364842454531 -0.0018673633600403952 -0.050663683722479473 0.088039019156260306 0.014957064047366707 -0.012867645532809266 -0.0016451068803411133 -0.054220393561361963 0.053935079964176395 -0.075242957924748291 0.078295534143657058 -0.036901442875881173 0.055665165167620205 0.097082817499701032 0.051374309916594342 -0.077875485729411359 0.018185210227968956 -0.019677014477180409 0.007320931974529263 0.028506173282742561 -0.082522896328266704 -0.028498717864713287 0.099988089883549583 0.050935934530224852 -0.013718206777519155 -0.056401230465342511 0.038155164150629479 -0.053886815972959468 0.046249777363583766 -0.049262134399226998 0.049315619596591052 0.066686595459278755 -0.066944800288207082 0.037009383075796105 -0.062746568179205708 -0.011721391155523177
leaf_weight=48.979117537033744 14.3806110303849 63.625141632699524 3.2007723051356143 82.604063690756448 5.3895938482601222 25.033197959943209 3.0723092671250924 6.6692485160310735 6.848585095955058 3.5403981967829159 48.877008999159443 23.417897922423435 11.079622233053668 29.836642885726178 10.815621505782472 4.9186467217514274 12.41122649470344 11.304232822498308 59.812364337631152 14.652185940693014 2.102568143804092 1.0389544875361023 2.342957370216026 13.515701527474448 11.807209100574255 10.433145493443588 2.8229009718634188 9.9922233051620406 13.23876015288988 4.992230163421481 2.051822826033443 7.6728197319898737 4.3031215106602758 3.5091683773207327 74.948465459980099
leaf_count=2094 1131 12756 87 8549 780 3141 479 789 708 370 8302 1658 271 1238 1484 507 905 821 6145 2744 267 128 242 2159 1094 787 300 1011 1679 808 183 1004 706 519 11557
internal_value=0 -0.0253222 0.0239576 0.0146313 -0.0151802 0.00341692 -0.0122273 -0.0155904 -0.0178661 -0.0157418 -0.0187093 0.0284069 0.049422 0.0637516 -0.0562549 0.0258431 0.0044707 0.0251327 0.0361477 -0.0566272 0.034176 0.00469365 -0.0146719 -0.0177245 -0.0336198 0.0149604 -0.00809535 -0.0115258 -0.00832957 -0.0138528 -0.00837018 -0.0346207 -0.00099329 -0.0119472 -0.0140036
internal_weight=0 319.896 335.345 245.45 241.618 135.303 225.413 200.599 191.827 184.979 172.658 110.146 89.8954 40.9163 16.2052 12.3209 26.9162 14.505 83.2303 78.2773 8.77182 8.7805 52.6991 50.3561 25.3229 24.8138 7.74155 123.781 108.733 98.7404 85.5017 15.0483 7.37543 80.5095 78.4576
internal_count=77403 48999 28404 24801 33499 15185 31235 29317 28261 27553 26248 9616 3603 1509 2264 1305 1813 908 7803 15500 1056 935 6636 6394 3253 1918 807 17946 15757 14746 13067 2189 1185 12259 12076
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=1 3 3 3 1 0 9 11 1 9 5 14 3 9 9 3 14 3 0 14 9 9 11 3 9 1 0 14 5 5 11 3 4 0 4
split_gain=37.6339 9.46751 5.58201 4.73844 3.17484 2.08959 1.83859 3.02012 2.77393 1.76808 1.73258 1.42554 1.40218 1.43837 1.30221 1.22831 0.988967 0.928688 1.24592 0.898601 1.11701 0.891727 0.840198 0.803177 0.77953 0.899298 1.11169 0.778531 0.765165 0.750829 0.74326 1.27375 0.824117 0.719873 0.719374
threshold=0.016351090744137767 -0.10878959530418796 -0.49138466455042357 0.64041046344209474 0.0017912366893142464 0.00015871363575570288 0.71765145599649405 -0.0061398776219775356 0.11832915619015695 -0.12672558545793619 0.098339961726288158 0.16981658847272948 0.9271561548812316 0.85628611699070711 0.1225440572821689 -0.99253811579137607 -0.066789122046145885 -0.99421100893232495 0.024499486200511459 -0.77088349445086335 -0.18767430927422116 0.46496916080443279 -0.026709290104820125 0.98917558758307689 0.12593966201851423 0.00010638270396157169 0.0034691503969952468 0.17532534628348612 0.0082247002285857577 -0.018005233858173212 -0.0011503226108801657 0.020738024817546833 0.049623452126979835 0.035385776311159141 0.00010693346848711373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 29 5 6 14 11 8 22 30 -5 -9 -1 13 21 16 -13 -4 19 -19 -7 -21 34 -8 -11 -16 -26 -27 28 -22 -2 -3 -32 -33 -10 -6
right_child=1 3 4 9 12 17 7 10 33 23 -12 15 -14 -15 24 -17 -18 18 -20 20 27 -23 -24 -25 25 26 -28 -29 -30 -31 31 32 -34 -35 -36
leaf_value=0.036640381584039129 0.030087574273188818 -0.028030449003967142 0.017753756397927936 -0.031952751642068143 -0.010375766597520217 0.12080117993771625 0.08616142925999537 -0.045682364423762646 -0.079555942124048498 -0.062567096998907654 0.021879473647931077 0.098359766361280854 -0.12142721244601987 -0.036093746882897265 -0.022679448849445453 0.054628683241875711 0.045151414934905182 0.01966643475853451 0.058811474888488181 0.013248910915125639 0.0049638561487818549 0.08053409538679121 0.020944760532828718 -0.096831625302199173 0.057126746759358839 -0.011242244637487317 0.050633659774431128 0.089846225957198794 0.085261767257737708 0.004903497668354114 0.0035225592314387304 -0.035450494152980898 0.020917547209098754 -0.040626058528947517 0.01100625089165167
leaf_weight=27.159871124429628 16.269807410484646 39.98056860404904 22.232263117723051 16.993083449342521 26.984157720959047 1.5833641483914132 2.4049101017881176 15.018929396712339 5.0637095364509142 28.19363040405733 5.0793762629618859 9.3403516120743024 0.98899174231337283 10.436996731150428 6.6793440643232342 20.562790476717055 32.340608219397836 69.103377612816985 9.2151337991526798 7.666790331015366 3.1454733120044676 1.4824171371292312 11.06197187269572 9.0327875654766085 4.3233755315886837 10.86466927139554 3.9626723125984418 5.411964355094824 1.9056890654028391 43.46300311764935 30.071230302331969 19.483520268549913 2.9920296011550809 76.661180267838063 37.742668337363284
leaf_count=1018 2535 6223 1432 3745 3468 44 285 1783 674 5981 615 238 143 994 865 774 1837 5728 717 297 254 167 1298 1678 284 907 306 254 100 5522 4758 3756 372 13987 4364
internal_value=0 -0.0241639 0.0245336 -0.0323536 0.011307 0.0380112 -0.0254849 -0.00405376 -0.0296131 -0.0586805 -0.0286077 0.053225 -0.00311704 -0.00159044 0.0252345 0.0682882 0.03399 0.0291555 0.0242723 0.0485556 0.042246 0.00384854 0.0325911 -0.0708812 0.00673625 0.0169958 0.00529436 0.0634935 0.0352584 0.011763 -0.0177554 -0.00993756 -0.0279466 -0.0430382 0.00209224
internal_weight=0 321.77 313.133 262.037 158.038 155.095 207.817 33.5652 174.252 54.2195 20.0983 57.063 77.6352 76.6462 80.4029 29.9031 54.5729 98.0318 78.3185 19.7133 18.1299 66.2092 13.4669 37.2264 25.8301 19.1507 14.8273 10.4631 5.05116 59.7328 92.5273 52.5468 22.4755 81.7249 64.7268
internal_count=77403 53212 24191 45155 14767 9424 33751 3981 29770 11404 2398 2030 9136 8993 5631 1012 3269 7394 6445 949 905 7999 1583 7659 2362 1497 1213 608 354 8057 15109 8886 4128 14661 7832
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=1 3 3 1 3 1 9 7 3 0 9 5 3 9 3 9 9 9 3 9 5 11 12 5 5 3 9 7 9 3 7 7 5 5 5
split_gain=33.178 10.7061 5.34027 2.92148 2.21252 2.19031 2.01783 2.04051 1.58507 1.75052 1.50008 1.15743 1.50477 1.66852 1.02676 1.48229 2.18748 2.44141 0.984605 1.2004 0.847716 0.796756 0.783335 0.736252 0.862198 0.862844 1.29554 0.808024 0.731189 0.748105 0.679101 0.658875 0.643149 0.822883 0.63578
threshold=0.0071432110853493222 -0.18500902689993379 0.78903780615655716 0.00010638270396157169 0.13327711168676618 0.14317514747381213 0.71765145599649405 0.0057206104902233759 -0.99421100893232495 0.017328563146293167 -0.060741318530825053 -0.024640396643062796 -0.44372405007015908 0.07033595950073411 0.059702894650399692 0.85628955194357415 0.85628611699070711 0.71765145599649405 -0.98911370569840062 -0.42507187894151266 0.09478381515654298 0.0093960389508662718 -0.002724959136561077 -0.019503422496638851 0.09478381515654298 -0.97956006725644318 -0.40486091263633689 -0.12136242728349703 0.023260424394070837 -0.9969927446724397 0.04629677859910996 -0.1633354830175538 -0.00024551983422654156 -0.076839542186349738 -0.06790938724171626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 5 18 8 14 20 -8 28 11 -4 34 -13 -14 15 16 17 22 -1 -20 -7 -9 -3 -2 25 26 27 -25 29 31 -15 -5 33 -11 -10
right_child=1 2 10 4 -6 6 7 21 9 32 -12 12 13 30 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.064968602690318053 0.03503344067091109 -0.023349819179604381 -0.033871004309373558 0.087876565378431568 -0.060927364215387726 -0.036327855779706514 -0.038559223484359306 0.042531563345589982 0.025778044809767871 0.050806351276804301 -0.073889788326103337 0.020393278279075094 0.01604409134697022 -0.036055636038201395 -0.03062932994727632 0.058469427532803021 -0.062324876736517515 0.076557197092530338 -0.0058505422035969624 0.042697268112567001 -0.063479961304713811 -0.024365085667367909 -0.0051257947213854058 0.032526198168072853 0.038317561334091893 -0.0023307298557290147 0.062687616942671762 -0.072549134890911915 0.069857904051863248 -0.015968180973094655 -0.00045375986262017552 0.020273796148252143 0.061796775635947369 -0.0071140435796351684 0.076966596190586919
leaf_weight=17.600891118781874 15.907991619824314 35.42290963922278 13.998664257436756 2.49581395520363 3.2524360372335641 62.631505648474558 9.3329981665010582 7.5188037297339161 38.382424011462717 6.0307070703711361 28.307916105964978 52.168956333916867 20.454483985828119 14.7714249616256 32.227560381521471 3.0346909405780016 8.1407140318769944 3.2666611739550708 5.6449065408669403 52.108076442949823 14.084301925679027 2.3327812874922529 70.585359759264975 1.4642657074145975 9.171675952136864 34.912762334453873 5.3751124829868768 1.4631390590220688 9.3537040814990178 2.551238025596831 8.4072847354109381 3.4134797621518373 11.466431470704263 4.1344994564424287 2.5901336405077009
leaf_count=574 2534 5126 3259 77 454 12112 1217 1006 3175 629 6038 3996 1755 1738 6263 327 884 340 194 2603 2396 311 10951 95 884 4664 531 117 434 144 894 131 802 494 313
internal_value=0 -0.0194392 -0.0278047 0.0277381 0.0208002 -0.0222149 -0.0340589 -0.00505224 0.0223086 0.0191281 -0.0606481 0.0149475 0.00893155 -0.00477239 -0.0147754 -0.0105336 -0.012317 -0.00859152 0.0442625 0.0379521 -0.0413127 0.0266909 -0.0112154 0.0161916 0.0104701 0.00455992 0.0335357 -0.0199912 0.0505898 0.0292877 -0.0231423 0.0488261 0.0455617 0.0272484 0.029014
internal_weight=0 359.18 290.885 254.827 179.473 248.578 95.9004 19.1846 176.221 158.406 42.3066 136.775 95.8022 43.6332 152.678 120.45 117.416 109.275 75.3539 57.753 76.7158 9.85159 106.008 68.2949 52.387 43.2153 8.30252 2.9274 17.8142 8.46053 23.1787 5.90929 21.6316 10.1652 40.9726
internal_count=77462 59055 50230 18407 15036 40933 17042 2534 14582 13796 9297 11871 8383 4387 23891 17628 17301 16417 3371 2797 14508 1317 16077 8825 6291 5407 743 212 786 352 2632 208 1925 1123 3488
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=1 2 8 2 2 6 2 1 4 8 4 4 7 2 1 6 1 2 0 2 0 8 0 7 6 2 12 0 4 0 1 6 2 4 4
split_gain=28.5914 7.19309 4.46622 3.73792 2.97261 2.67672 1.95645 1.94001 1.5307 1.41299 1.16956 1.09561 1.0893 0.999326 0.856363 0.836231 0.824687 1.17384 0.815778 0.73844 0.695899 0.726174 0.69589 0.608092 0.602086 0.699671 0.582065 0.571202 0.564398 0.558826 0.549447 0.649509 0.546693 0.525958 0.787029
threshold=0.032962037250399596 5.9002657508244745e-05 0.091342989461476495 0.40324531495571142 0.93656709790229808 -0.38247772449275519 0.0034331473289057617 0.001225374930072576 0.1311549246311188 -0.2096431385148492 0.00056606269208714377 -5.3037423640489571e-05 -0.064543103758463852 0.036512136459350593 1.8303015167475681e-05 -0.86428556868617346 0.40449494123458868 0.083618275821208968 0.033465526998043067 0.00096497480990365158 0.025160044431686405 -0.15688430669885653 0.035385776311159141 0.70645745875587418 -1.0967990447016429 0.026002734899520877 -0.0017182554832324342 0.086860388517379775 0.19241276662796739 0.00015871363575570288 0.0034760577837005262 -0.47492535510003248 0.015019321814179422 0.0084780482575297373 0.024222750216722492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 6 8 -2 12 9 18 11 15 29 26 -1 -4 22 -18 -3 -9 21 -21 -8 27 -10 28 30 -14 -26 -7 31 -11 -32 -16 -35
right_child=2 3 10 -5 -6 7 16 19 24 13 -12 -13 23 -15 33 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 32 -33 -34 34 -36
leaf_value=0.069477501672106243 0.022254935382977795 0.037666098220229705 -0.077067728458890317 -0.061044186720456861 -0.079502368563392864 0.023447898852552197 -0.033150974268410661 0.014436499992488831 0.092646549858569099 -0.0071994116691094998 -0.022379075234215763 -0.065533489822134791 0.025970060481491725 0.029927825520371733 0.048990754995927893 -0.033487892602160112 -0.061568333201748773 -0.01515565048227319 0.10554026763901921 0.007419655402650386 0.0077739328059296571 -0.019455524830367863 -0.010496972587607597 0.065468533111075963 0.059528570493351474 0.05961272547666327 0.011995516253500101 -0.053412898941479207 0.0058395521893612268 -0.0073180231420309676 -0.0060139287143410811 0.082153097502854461 -0.059418486753285843 -0.011006171622756512 0.040271660992593238
leaf_weight=15.041107495781032 14.277118859143227 13.531021790899102 5.0865486491529728 6.8497536793292957 7.0327185796486438 8.6872651904704998 15.494831528543726 19.643890649007517 2.8259164587361765 4.1020323748234659 19.290219612899818 27.633728128421353 42.504848681317526 20.511343336867867 36.261586991779041 32.767946723120986 9.2122033083578589 13.340289607716839 2.0374021570896721 13.122693073033586 22.114972636962193 42.993721768260002 108.57590671232902 3.9062564149498931 2.8509859810001235 11.717274124908725 21.85005029340391 0.92618230869993468 6.2512688017450273 18.426597636556835 3.9727343340055086 1.0147804233711193 3.7040500345174223 4.0327082280418827 11.611495109740643
leaf_count=513 1822 1059 755 1420 1426 477 2411 2078 118 335 4233 4703 3086 2424 1565 7433 1528 2675 133 1622 3260 6022 18971 218 207 740 2142 54 512 1702 486 96 438 200 598
internal_value=0 0.0190871 -0.0253099 0.0118967 -0.0158642 0.0137701 -0.0130827 0.00635644 0.0273081 0.019944 -0.0440203 -0.0503949 0.0185218 0.0124344 0.0484672 -0.0393438 -0.0165236 -0.0341142 0.0465486 -0.00289747 -0.00725002 -0.0131708 -0.0133262 0.0276763 0.0493342 0.0434553 0.00207706 0.0242772 0.0226559 0.00253936 -0.0148626 0.0105212 -0.0317816 0.0423789 0.0270534
internal_weight=0 340.492 252.712 273.545 167.933 266.695 160.9 172.326 94.3689 70.7234 84.7784 65.4882 74.4512 55.155 66.9469 37.8545 146.623 22.5525 15.5684 97.8753 78.2314 56.1164 124.071 47.3373 23.6454 20.8195 34.6436 43.431 9.10225 27.1139 12.7936 5.11681 7.67678 51.9058 15.6442
internal_count=77462 31505 45957 28629 28833 27209 27407 18519 8690 7113 17124 12891 5537 5921 2876 8188 25585 4203 1192 12982 10904 7644 21382 3358 1577 1459 3497 3140 719 2179 1355 431 924 2363 798
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=1 2 3 3 3 1 9 9 9 7 9 0 9 3 2 3 7 0 1 12 9 3 15 3 15 9 15 15 7 12 7 3 2 1 9
split_gain=24.7589 6.20438 6.06029 3.76624 2.58881 2.29915 1.81346 1.69528 1.54901 2.00654 1.48302 1.36165 1.18185 1.29038 1.11004 1.33601 1.08202 1.0396 0.943514 0.93181 0.870761 1.39631 0.926931 0.810626 0.765452 0.830309 1.1821 0.90299 0.74752 0.745811 0.735793 0.720333 0.842039 0.730382 0.686264
threshold=0.032962037250399596 5.9002657508244745e-05 -0.082072996068745838 0.13327711168676618 0.78903780615655716 0.001225374930072576 -0.098420261631644343 0.85628611699070711 0.71765145599649405 0.044151601521400817 -0.060741318530825053 0.020160234533250335 0.85628955194357415 -0.56542721102232452 1.2472398793761387e-05 -0.93485479537594063 0.70645745875587418 0.02812666725367308 0.31535680592060095 -0.0046990116046457175 -0.51993979625104891 -0.94332286482313055 -0.61318934647258383 -0.9969927446724397 0.49543977470451966 -1.0000000180025095e-35 -0.14584928041672188 -0.4868935473900341 -0.086474204037208527 -0.011131202445576759 -0.19709582468039108 -0.18500902689993379 0.039798509329557426 0.0067836539819836625 0.29554443404204978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 8 11 14 17 18 -10 -6 16 13 -9 15 23 20 31 -4 -16 22 -22 -3 -1 25 -23 27 -27 30 -11 -21 -7 -33 -34 -8
right_child=2 3 4 -5 10 7 34 12 9 29 -12 -13 -14 -15 19 -17 -18 -19 -20 28 21 24 -24 -25 -26 26 -28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.058819195134966896 0.010577105429205433 -0.066340397139756951 -0.025277465937223149 -0.050437496148421163 -0.026769265876669987 0.014697529678710818 0.054909783509461102 0.013667994847638946 -0.030007167454435726 -0.021774586482017376 -0.069905362111277999 0.063819166428042265 0.055220186841062904 -0.043543799895241458 -0.05802219392967644 0.08984734716048931 0.060964220091833235 0.024963177889638477 -0.044136178932287051 0.024413836902086292 0.050783606461996623 0.033644246807277851 0.0064531341045449171 0.0038856219608219551 -0.012431982227656891 0.013971335148058617 0.022585313044047747 -0.047317742442346961 0.034637468376876368 0.036506655464905516 -0.057713953627962958 -0.011389841461512598 0.040481761683410819 -0.0017579667685215549 0.0920905485963225
leaf_weight=4.6524050172884008 42.250065252679633 2.1071077492088071 103.81355726715992 9.5373863567656354 11.981605072855016 40.096816147473874 28.541132166865282 5.459020971320574 14.307864319875081 2.7876507397158994 23.805348533955112 8.2488319089752604 1.8862368309055444 14.188995322212577 1.8449179070303223 4.9055265444330898 6.494182717637158 33.864819846101454 35.635797842114698 2.2181381648406386 14.372243263540438 25.90144578770559 10.301180194364859 6.3562678582966319 8.0953477874863875 4.3957436683122069 21.242561281949762 5.3051147138467005 8.8035944020375574 10.339913435396737 2.1465382468159069 37.244978720351355 6.9219725457369377 10.018558401556218 6.009515253987046
leaf_count=124 6385 128 19925 1918 3020 5022 1449 480 1911 341 5712 600 206 1480 93 140 329 4477 7279 103 1050 1545 539 248 614 400 1930 527 383 1384 101 4974 828 1582 235
internal_value=0 0.0180598 -0.023875 0.0112647 -0.0310571 0.0135621 0.0456315 0.00557193 -0.0258234 -0.00410283 -0.0554632 0.0247959 -0.0203894 -0.027648 0.0280416 0.0464426 0.0215184 0.00993455 -0.0300967 0.00853623 0.0187255 0.0225794 -0.00590827 0.0271012 0.0163374 0.0204344 0.00937706 -0.0195459 0.0178613 0.0241306 -0.0159764 0.00453649 -0.00298259 0.0155014 0.0613768
internal_weight=0 331.161 244.922 265.683 202.672 256.145 65.478 149.681 166.885 27.4354 35.787 106.464 21.5343 19.648 30.9274 15.9142 98.2149 128.147 139.449 15.0132 91.7207 79.3125 12.4083 11.0087 64.9402 56.8449 30.9434 9.70086 13.1683 13.1276 4.36468 94.2823 54.1855 16.9405 34.5506
internal_count=77462 31505 45957 28629 39572 26711 2876 19049 30840 3636 8732 7662 2166 1960 1192 512 7062 16883 27204 680 6733 6066 667 372 5016 4402 2857 927 587 1725 204 12406 7384 2410 1684
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 4 2 9 2 6 4 6 2 6 14 9 9 9 2 9 4 4 4 15 2 13 6 4 13 6 9 4 4 13 9 9 9 9 9
split_gain=19.3494 8.8338 5.2429 2.15424 1.97893 1.54167 1.534 1.35655 1.17657 1.20249 1.11328 1.11162 1.62193 1.36255 1.0882 1.08584 0.984506 1.20289 0.869026 0.992285 0.858254 0.845889 0.786503 1.24003 0.749017 0.700007 0.683301 0.681009 0.677718 0.674135 0.625178 0.814969 2.43773 3.9595 1.71536
threshold=0.00179558846866712 0.011799764586612584 0.47560586035251623 -0.16758579273453614 7.1412068791687502e-05 -0.27891837159053168 0.1311549246311188 -0.87861779409565177 1.2472398793761387e-05 -0.6090073749255317 0.13660156562516498 0.85628955194357415 0.85628611699070711 0.71765145599649405 0.084636099636554732 0.29554443404204978 -0.00016664084978401658 0.00018973528494825589 -0.00010072683744510867 -0.14205120478123981 0.0099086901172995585 0.0023718879230376455 0.34708561869643512 -0.0007022777572274207 -0.0073703827241770005 0.48545104987163873 -0.48048521778879544 4.5791504817316315e-05 -0.3022452443838119 -0.0033040965892170405 -0.53369749896059415 -0.53355871336626615 -0.42507187894151266 -0.42447059611136456 -0.19421231619406934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 10 6 -3 -6 9 -1 15 12 13 14 30 -5 26 -18 19 -14 -13 28 23 -21 -15 -10 -4 -26 -9 -22 -2 -32 -33 -34 -35
right_child=1 5 16 4 7 -7 -8 21 25 -11 -12 20 18 24 -16 -17 17 -19 -20 22 29 -23 -24 -25 27 -27 -28 -29 -30 -31 31 32 33 34 -36
leaf_value=-0.024349022324422064 -0.056120567665850031 0.0095048503202250362 0.020053876450366569 0.023627185009874527 0.084058578305034465 -0.001178454609502414 0.041188365413629358 -0.053265143809378072 0.0029633821740263221 0.051768493117584857 0.070900583892550953 -0.084176068803152274 -0.066536342240150773 0.058243964010648269 -0.027342842197496459 0.10362024363044307 -0.073552135544883851 -0.032465766159669236 -0.055287526417908628 -0.0083697620866383157 0.05455556606179425 -8.1498382439804785e-05 -0.032910265090600264 0.11062720681678739 -0.0087466340845787829 0.030313044753045457 -0.038652292593801311 0.059215282077339275 0.032292567757591588 0.00359400036230901 0.014100037369706732 -0.064671353934621714 0.059318661873371273 -0.04965729605441583 -0.0085656291977523943
leaf_weight=2.4539550365880141 2.9111359719536258 38.295253753734869 2.2235343311331262 11.90661399561213 3.9312706327764309 51.018067723132845 25.428021058876766 0.94878246547887002 41.848781060252804 13.455722576472905 22.949049535469385 0.81243120541330327 2.9190308523830026 3.4154030225472516 53.383810136125248 1.9789629124861683 22.02231716865208 10.53428269298456 15.077400040347127 2.4911000849679117 4.0978608966979655 12.038584732610614 3.3356107515282929 1.3504364567343161 7.9605986045789887 12.053854254831093 18.300752411589201 1.8095816896529866 38.268335884786211 7.0813099397637407 13.34793968265876 8.1560514841694367 8.0793393368367088 11.588800087207344 82.336575588909909
leaf_count=97 523 4997 611 776 345 8388 2140 92 2777 446 1092 75 319 395 10820 98 4226 2693 1617 254 516 1430 374 155 880 800 5301 244 3993 922 1927 1213 889 1758 14279
internal_value=0 -0.0116316 -0.0211143 0.0293785 0.0394277 0.0117761 0.0221478 0.0274471 0.0161323 0.0400279 0.0573776 -0.0145804 -0.0162098 -0.0130957 -0.0153711 0.0350277 -0.0494447 -0.0602579 -0.0400835 -0.0173781 0.0150625 0.023105 0.00261514 0.0334619 0.0179327 0.00907939 -0.0322923 0.00384092 0.0302227 0.0222746 -0.0103157 -0.00923606 -0.0120636 -0.00785726 -0.0136356
internal_weight=0 397.977 283.235 161.834 92.0216 114.741 63.7233 55.187 69.8123 15.9097 36.8346 230.154 218.163 192.989 179.804 13.8856 53.0809 32.5566 25.1736 10.0962 11.9916 51.2557 7.17715 3.84154 13.1856 53.9026 20.5243 9.77018 39.2171 11.1792 126.42 123.509 110.161 102.005 93.9254
internal_count=77462 65516 49991 11946 7826 15525 7137 5860 4120 543 1966 37160 35647 32928 31409 874 12831 6919 2719 1102 1513 5515 783 409 1519 3577 5912 1124 4085 1438 20589 20066 18139 16926 16037
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=1 3 2 3 10 10 9 14 3 9 2 10 7 3 2 10 1 3 9 10 9 2 15 14 14 9 9 9 2 1 14 10 3 9 15
split_gain=20.1085 6.20409 3.67986 2.10808 1.94072 2.00935 1.9311 1.63101 1.57677 1.62985 1.4884 1.42055 2.71723 1.61019 1.3941 1.35712 1.18106 0.995782 0.995161 1.9839 0.911505 0.868753 0.842977 0.839215 0.801435 0.754914 1.58804 0.972903 0.804507 0.687128 0.659682 0.659283 0.654876 0.644641 0.642376
threshold=0.015160148032009603 0.020738024817546833 0.00023300671455217528 -0.42110683117061848 0.011232844138363661 -0.10293104261720591 0.057513455761125508 0.31822182054372078 0.78903780615655716 -0.05596737840968187 0.032029911875724799 0.68616721963547589 -0.21337371170883165 0.069890478393062963 0.00087357405573129665 -0.45095191509853044 0.27336724102497106 -0.94332286482313055 0.6459972056406903 0.007450903091654461 0.41218932575699962 1.2472398793761387e-05 0.34800217819576185 0.13660156562516498 0.11342785664526052 0.85628955194357415 0.85628611699070711 0.71765145599649405 0.014333255589008333 0.0011320639750920238 0.45227992153553292 -0.4509362535116449 -0.14002231368795034 -0.093614668645105412 -0.14584928041672188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 22 21 11 10 -10 -3 -6 32 29 -7 -5 25 23 -12 -20 30 -1 -4 24 -8 26 27 31 -27 -14 -19 -17 -13 -15 -16
right_child=1 8 4 15 7 14 17 -9 9 -11 18 12 13 33 34 16 -18 20 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.04049266092650608 0.018274398691766291 -0.096736874790211591 0.026961082796175935 -0.095002323742117201 0.030968020873103783 0.015011738038759773 0.047385582600049519 0.071208452288537769 -0.021913531857968818 -0.067523431891771304 -0.030136393520820839 -0.030834291278354398 0.086959988031479585 -0.13510758084836846 -0.031268753018665295 0.042032245350556052 -0.038246663323562829 0.00093055901859121859 0.04344944404754663 -0.024181123987435802 0.066566936717011013 0.010610676730801892 -0.0060257693775668843 0.073177106875909836 -0.045363583301661799 -0.056684973097094041 -0.051368544822433138 0.060170882730278333 0.071537668089450127 0.019439181710616205 0.051244349505464776 -0.0063082085961732124 -0.11896308746971813 -0.0048759750810179773 -0.0073012687200716842
leaf_weight=14.794499159674158 34.036547802184941 2.9838439328595987 38.246895593998488 1.8603420532308508 32.849004213145236 21.788086156302597 10.272398956993131 7.3497469715366597 12.030791094526647 22.464102550598909 83.581676574511221 1.4151390928309413 2.3494081760290992 0.76709050545468926 16.741375019570114 2.930112888570874 12.058316413167629 8.612780539144298 5.8856060830221422 16.489363627799321 5.0544093298958606 28.416706331030582 9.7147544299659767 19.653901481477078 1.0245616184547532 0.61866642651148085 7.276706450385972 2.3958815459627649 2.3406171625247225 4.2042232173262164 3.7364272780250749 75.977502197638387 2.0862319611478588 0.75338928238488712 33.67905903205974
leaf_count=485 4912 362 4271 264 3173 2036 695 435 3218 5947 18474 90 123 34 2153 568 2372 804 824 2308 280 1579 967 947 59 61 892 266 270 376 287 13266 160 116 4485
internal_value=0 -0.0183802 0.0200102 -0.00336436 0.0113866 0.00441319 0.0362039 0.0275722 -0.0329834 -0.0516161 -0.0270836 0.0203529 -0.00977078 0.0221347 -0.00612538 -0.0103483 -0.0088281 0.0499322 -0.0251221 -0.00639129 0.0307949 0.0208416 0.0202795 0.060693 0.0389738 -0.00495285 -0.0066127 -0.00260703 0.0447315 0.0436447 0.0161537 -0.00451316 -0.0833443 -0.0705786 -0.0152593
internal_weight=0 282.93 263.51 139.495 171.944 120.17 91.5657 51.7742 143.435 34.4949 108.94 44.4245 11.5755 8.07411 72.2085 105.458 103.598 48.3545 105.957 22.375 17.4036 43.2112 47.9617 30.9509 11.297 91.5395 88.5802 81.3035 2.95928 6.55363 12.3492 78.9076 3.50137 1.52048 50.4204
internal_count=77559 54004 23555 22871 18419 13912 5136 4507 31133 9165 21968 4072 899 649 8674 17959 17695 3072 21606 3132 1371 2064 5238 1701 754 15323 14992 14100 331 499 1091 13834 250 150 6638
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 10 10 1 10 7 6 6 9 6 4 6 12 10 7 10 10 10 4 10 6 4 6 14 14 6 6 4 6 9 4 10 14
split_gain=17.8934 3.45527 2.36217 1.43316 1.23774 1.15236 0.849635 1.05556 0.839382 0.745759 0.721386 0.71888 0.712728 0.661815 0.635875 1.35542 0.626154 0.622893 3.38414 0.92112 0.761034 0.589899 1.02489 0.557536 0.59124 0.581479 0.549642 0.552957 0.903869 0.717635 0.547073 0.530403 0.513718 0.506103 0.495609
threshold=0.027465895749628547 0.0019313803059048953 0.40449494123458868 -0.45095191509853044 -0.4509362535116449 8.8378939835820361e-05 -0.063758888514185152 -0.24709075813997472 0.14729682198969349 -0.76271846044061775 -0.53369749896059415 -0.30507619038232253 0.00031263194978237158 1.2683995353219919 -0.0019055515201582228 0.68616721963547589 -0.1132388896530407 -0.19702504486917052 -0.19654991179956058 -0.16797723097976955 0.10752806067466737 -0.093511454463786628 -0.18527043048651406 -5.3037423640489571e-05 0.035982371583309129 -0.094927936654698356 -0.87558507842080313 -0.15694299349561897 -0.012179958420392044 -0.0036947671324014659 -0.31865080707582455 0.41218932575699962 0.63761612400412571 -0.093511454463786628 0.13660156562516498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -5 6 7 -1 30 14 -11 32 23 34 15 -3 21 20 -19 -20 -6 22 -13 24 -4 -25 -9 29 -29 -28 -8 -16 -7 -31 -12
right_child=2 9 12 4 17 11 8 26 -10 10 13 16 -14 -15 31 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27 27 28 -30 33 -32 -33 -34 -35 -36
leaf_value=0.080276583311967492 -0.079410618875895733 0.024021210755353302 -0.048357746561484199 0.046775592315957709 -0.035991291024233159 0.028643588489452865 0.046192473627012599 0.077174165379777254 0.027636597837318828 -0.072967559987516514 0.0087153241692643907 -0.07553270141919359 -0.011080635499901126 -0.031094868401533107 0.045114988020509339 -0.089528262304933715 0.021043905860022666 0.054943095624435917 -0.043703973264721946 -0.013801032234341808 0.031679473821503837 -0.0089048999858928942 0.04445969862744073 -0.032968134169112331 -0.016374816277514768 -0.072054519252893287 -0.057342317980661417 0.095123477336377424 0.01307907896282344 0.044748369168540296 0.078484539557950928 -0.050452664089706722 0.085764375835104947 -0.032456345620785705 -0.006313774466028513
leaf_weight=2.8536852317629409 3.4045105430996037 4.7272839302604579 14.002331820476686 3.2982093888567752 20.792996437208789 36.950129191143787 12.250472821629954 1.3470920375548363 12.775152932794297 1.278415431967004 75.314753339604067 0.82722118153469626 7.2902323248999883 5.5468768126447676 9.8134153637511154 1.351874358137138 42.650093568183365 7.0413458508846807 11.093671114518655 144.20734522232669 1.8062535545614071 17.019653646682855 5.102540027000944 5.7476858018926604 9.8431036119436595 11.267459280323235 2.3467004685662687 1.5121759134344817 11.987542359187483 2.1293380396091384 9.1759446604992281 0.61727183824405152 1.6445529183256429 1.4122118162922639 30.962286479487375
leaf_count=132 643 617 3100 613 4545 2728 628 41 853 217 10603 68 1933 760 1017 103 3593 1204 2038 27746 359 1633 452 1233 2583 2185 117 71 549 111 496 63 66 60 4399
internal_value=0 0.0167927 -0.0200831 -0.0151082 -0.0139452 0.0265299 0.0378553 0.0232551 0.047925 0.00462344 0.00172535 0.0202484 -0.0398839 0.00257927 0.0244771 -0.00122976 0.0138773 -0.0150281 -0.0128628 -0.0159371 -0.0305827 0.000558481 0.0277204 -0.0450229 -0.0351556 -0.0588512 0.0154074 0.0111158 0.0222693 -0.0144552 0.0600217 0.0394594 0.0310776 0.0139626 0.00433681
internal_weight=0 291.597 239.795 191.644 188.24 161.985 57.7903 23.5887 34.2016 129.612 113.102 104.194 48.1508 111.824 16.5098 6.07916 65.5995 184.942 162.342 155.301 22.5992 22.9494 5.92976 40.8606 23.8454 17.0151 20.7351 19.388 13.4997 5.88825 21.4264 10.4307 38.5947 3.54155 106.277
internal_count=77559 29377 48182 37148 36505 11598 3058 1081 1977 17779 15979 8540 11034 15762 1800 720 5746 35892 30988 29784 4904 2153 520 9101 5683 3418 949 908 620 288 1124 1080 2794 171 15002
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=8 0 4 9 9 10 0 10 10 10 8 9 4 4 10 10 10 6 13 6 4 10 6 4 6 9 6 0 4 13 6 9 9 9 9
split_gain=12.6469 4.46328 3.39895 2.02857 1.55219 1.40173 1.72781 1.70505 1.3699 1.30226 1.20745 1.20345 1.00158 0.881247 0.943477 0.875522 1.16363 0.851602 0.828316 0.896205 0.79839 0.774918 1.02802 0.828734 1.47557 0.73163 0.720251 0.711971 0.677415 0.973377 0.667227 0.643845 0.626807 0.622189 0.86294
threshold=0.031941277630328266 0.00056476501049473893 0.0007306523621082307 -0.1942085329469812 -0.19421231619406934 0.77489507524597112 0.029616343788802627 0.68616721963547589 0.6861634150630862 0.64722529707453713 0.20140982071938304 0.85930704554042825 -0.0047067455016076556 0.093679256737232222 0.82271997802620167 -0.45095191509853044 -0.4509362535116449 -0.58908149367834983 0.0039038508823962914 -0.77359544707695205 0.0023513529449701314 -0.093171555119006919 0.28826862617189014 -0.025058083236217495 -0.18527043048651406 -0.39361338890897229 0.06800638442828362 0.39987875521183019 -5.3037423640489571e-05 -0.0073703827241770005 -0.43142819315353603 -0.026721073430168534 -0.42447059611136456 -0.19101219496991953 -0.19489624636329578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 12 7 17 8 9 11 28 15 32 33 30 -3 -17 -7 21 -20 -10 23 -23 24 -1 -11 -21 -18 -5 -30 -15 -9 -2 34 -4
right_child=2 5 13 10 -6 6 -8 31 20 25 -12 -13 -14 14 -16 16 27 -19 19 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.0654198212455087 0.027942691074451083 -0.065951174325072998 -0.0059809161754934307 -0.027102258025921575 0.075003650521916265 0.05213873622910431 0.054864025574633636 -0.065799787245391955 0.069417046208508901 -0.070385030880144958 -0.063600253812665458 0.054691833482286061 -0.031770016430465779 0.050562221962619683 -0.062580927680085927 0.03446035264985433 0.0019720312649032755 -0.038895151062077749 -0.083557424964031235 0.041388859296187117 0.018456977865847421 0.056367372414457918 0.023226260516841773 0.030531021862861558 0.030161484052727668 0.020409290656096968 -0.010993452346099003 -0.025489211829658749 0.033398947507211209 -0.058755674839849795 -0.00065178876800765751 0.04947143991701352 -0.023515361596862641 -0.019630890142837778 0.054080574703854127
leaf_weight=2.708129083388485 5.9045207875897177 1.8945975891547266 11.663799634901805 34.02519343199674 1.8811589934630308 1.3999778692377729 11.117957277427193 4.7236037901602685 4.22099744551815 3.7878945285920054 21.192614581705129 4.3746239796382715 19.59137791248213 6.5060701669717664 1.2114637198392291 10.730492077535017 209.37073490102193 3.8635457290220101 1.0369468780700106 4.9984220317564887 11.317359327571465 24.229934968330781 15.251134885475038 29.421700722552487 4.00196708459407 1.1590884101460677 5.5278461948328186 9.8869062773301248 1.2395219751924766 15.217801828082882 4.177137012986349 0.53993794671259721 3.9512320283247444 24.856753464366193 3.0093427238753057
leaf_count=125 1030 373 2256 7851 319 131 1101 647 501 500 4846 573 3930 620 134 1297 32003 353 66 289 953 1606 1137 1368 210 119 420 1993 239 2947 768 63 799 5510 482
internal_value=0 0.0103232 -0.0238075 -0.0342901 -0.0130633 0.00413988 0.0325182 0.00236558 0.00352063 0.00166665 -0.0435681 0.0027299 -0.0186893 -0.0028109 0.0210535 0.0017496 0.0023073 -0.0146822 0.0300688 0.00514254 0.0323003 0.0338807 0.0435653 0.0232984 -0.00841419 -0.0491117 0.0138804 0.000733731 -0.0351586 -0.0518148 0.0305375 -0.0539752 0.00731284 -0.00999176 0.00633721
internal_weight=0 365.564 154.428 103.003 31.3283 278.388 16.3815 262.006 256.743 241.204 71.6751 236.257 29.4471 51.4246 11.8947 231.883 229.988 5.26352 87.1761 11.5632 15.5384 75.6129 39.4811 36.1318 6.7101 4.94698 10.5263 219.258 50.4825 16.4573 10.6832 5.26354 9.85575 39.5299 14.6731
internal_count=77559 45828 31731 21961 6078 40607 1585 39022 38312 36858 15883 36239 5759 9770 1522 35666 35293 484 5221 775 1454 4446 2743 1703 335 619 709 33996 11037 3186 1388 710 1829 8248 2738
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 4 9 8 9 9 0 8 8 9 2 7 9 9 0 9 2 8 4 4 14 9 14 7 12 14 9 9 9 14 0 9 2 4
split_gain=13.1138 6.32319 3.11831 2.03713 1.74086 1.18879 1.17553 1.28057 1.16522 1.12864 0.936302 0.891979 0.970392 0.889787 0.937278 0.934403 0.86779 1.50664 0.888883 0.783261 0.753059 0.731542 0.703038 0.698219 0.904305 0.681933 0.677783 0.671757 0.640253 0.721347 0.62687 0.622126 0.620185 0.570471 1.27303
threshold=0.00096497480990365158 0.38165383040905004 0.011799764586612584 -0.1889434304990579 0.20590675160324193 0.85628955194357415 0.85628611699070711 0.05897368676960469 -0.17974302722786353 -0.16966924100248615 -0.1942085329469812 7.1412068791687502e-05 -0.25227573894516214 0.71765145599649405 -0.53355871336626615 0.09927085787057878 -0.12672558545793619 0.89063915610313427 0.057643541974874819 0.54420686885714542 -0.01303407037630677 0.13660156562516498 0.71765145599649405 -0.90388964839815766 0.70645745875587418 -0.010260926136782695 0.53546509770884909 0.41218932575699962 -0.53369749896059415 0.070725926462841454 -1.2240484744210687 0.042862424626946456 -0.53369749896059415 1.2472398793761387e-05 -0.0097563629969954473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 25 5 6 7 22 26 -8 -6 21 31 14 32 -15 -3 18 -18 23 -11 27 28 -10 -25 -1 -4 -5 -2 -30 -27 -13 -9 34 -32
right_child=1 16 8 11 10 -7 9 13 19 20 -12 12 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 30 -28 -29 29 -31 33 -33 -34 -35 -36
leaf_value=-0.046580489621303164 -0.066024585467999095 -0.023988793431237831 0.024366032116447386 0.022419495919457324 -0.0084863219986009413 0.026927809409885685 0.010220380075754267 -0.019321153536576447 -0.074448712230921407 0.012280035551323204 -0.062518934584478769 -0.010552436515134893 0.03751010427528817 0.11814276925187434 -0.024131658551554972 0.0033673237862033435 0.0094475403244800218 -0.071268360213491783 -0.041977434835257316 0.047294793441770039 -0.04795122014889891 0.063919668270971661 0.052315682173671191 0.0023336514660698888 0.073581285919848902 0.092608880182340134 0.078803850511493231 0.090185462776758041 0.0063799094419876362 -0.013568849302687636 -0.016099259898481988 0.089628812611528927 0.046415376587203218 0.0086830001881616249 0.050386369265072388
leaf_weight=1.7869932026369486 1.4627473480650213 21.774456942584948 19.570226561452731 9.9945694473644835 4.8495723394735242 9.2276815232471545 5.5192057762760696 2.53986383555457 1.1522899484261859 2.352675293106592 9.4687507291673665 7.1968364957428994 30.061967140689376 0.78051400999538412 60.3702550002563 7.7752648927271366 4.3934676275312112 16.628955339438107 14.306022926000876 4.1662092790647867 17.638446222525086 19.633282987342682 2.6024699594127005 78.552316351953777 1.82278975797817 1.0527344271540631 2.5897810850874512 1.7136206431314356 63.411380225894391 25.382000032957876 3.9914173125289372 0.67830039144610044 3.2997511950088585 40.82177420926746 10.342121388297526
leaf_count=144 267 5258 2138 780 942 1180 542 592 172 261 1802 813 3490 95 12991 934 1369 4890 4322 359 2107 1109 298 11812 136 48 177 94 9099 5354 175 85 668 2700 356
internal_value=0 -0.00900495 -0.0036056 0.0280624 -0.0105213 -0.00813705 -0.0098124 -0.00676887 0.0102882 -0.0298109 -0.0442183 0.0396378 0.0293243 -0.0165096 -0.0204312 0.0138379 -0.0396912 -0.0493693 -0.0298951 0.0050026 -0.0408628 0.0521217 0.00107397 0.00284138 0.00394944 0.0142349 0.030728 0.0323378 -0.000403551 0.000677464 0.0161683 -0.00192363 0.0178241 0.0147093 0.0318723
internal_weight=0 381.637 324.534 127.274 216.681 202.362 193.135 167.624 107.854 25.5103 14.3183 69.2786 37.9371 74.7656 66.2099 8.55578 57.1029 35.3284 18.6995 85.6936 19.9911 31.3415 92.8586 81.5274 80.3751 57.995 22.16 11.7082 90.2561 88.7934 56.208 7.87514 5.83962 55.1553 14.3335
internal_count=77559 67765 51926 9794 37132 34388 33208 30298 14794 2910 2744 6371 4388 15280 14251 1029 15839 10581 5691 12479 2368 1983 15018 12120 11948 3423 2315 874 14720 14453 3279 898 1260 3231 531
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 1 8 8 5 5 6 15 8 6 1 5 4 0 6 8 0 0 4 4 5 6 5 5 12 4 15 5 15 6 5 5 5 6 15
split_gain=12.7064 2.54039 2.32194 1.28633 1.83193 1.03974 0.98317 0.964435 1.01033 1.03038 0.880236 0.621355 0.61693 0.589564 0.586701 0.57675 0.581338 0.556756 0.54549 0.710736 0.529196 0.51259 0.485975 1.12866 0.834781 0.561439 0.478896 1.48996 0.506534 0.477251 0.472919 0.456785 0.450989 0.441011 0.9159
threshold=0.027465895749628547 0.00010638270396157169 0.091342989461476495 0.093178322744428999 -0.07683836389876296 -0.10929958120212679 -0.23715764361221156 -0.95467327057607576 -0.2096431385148492 -0.75392352115088723 0.42414331436157232 0.30017875459886517 0.63761612400412571 0.026543189771473411 -1.5308837756873845 -0.16617162446288952 0.020160234533250335 0.0004270953504601494 0.0021715117618441586 -0.0011163884773850439 0.41536429125216151 -0.91190219038739861 0.09478381515654298 0.12137493621274288 0.0021743209431948833 0.03867319971323014 0.098545947085524291 -0.076839542186349738 -0.12984770421260011 -0.64503322738558266 0.092029522036696607 0.29192613317071187 -0.073772413718562677 0.10306234950312461 -0.9258080543064805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 10 6 5 -5 7 -3 9 32 15 -6 14 30 -10 31 -17 -16 19 21 -20 -15 -18 24 -24 -25 28 -28 -19 -11 -4 -2 -9 34 -1
right_child=2 3 13 4 11 -7 -8 8 12 29 -12 -13 -14 18 17 16 22 26 20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.042821184553382033 0.010912899902359347 -0.041932933508623857 -0.031636284130408109 -0.040654410621979789 -0.042188758277289684 0.05368152875774998 0.005860969653805571 0.0048562672800847957 -0.06471714617612262 -0.027479541754856358 -0.030213020780605448 0.073727720992300266 0.083035064869861841 -0.060191289368456163 0.046433089217872883 -0.041983997116526145 -0.01259442624281876 0.004718869798330038 -0.014300664836904203 -0.043189720303641668 0.1348664027790604 -0.012591182891088157 0.014149310475735623 -0.023868352706732335 0.084565406742768759 0.021577203592926798 -0.082910486510668846 0.0094165527264934192 0.028299941665529051 0.031216552528842145 -0.10820193484740581 -0.077137413143133757 0.079652867253179646 0.023248125853491231 0.044339412568217891
leaf_weight=1.2547342875041056 18.645269601955082 2.4291702836635514 1.4480892558640328 1.5770082336093763 11.968955530086529 4.5085546819609617 115.57302118613734 0.91774698329390947 0.93352676305221294 1.5774640086456209 20.339014180921367 0.48101792874513272 1.3208201072411601 2.6291095821216031 5.1920691924751727 5.6060582601930937 83.44534973543341 15.938358907282227 11.475727382203328 36.108054924225144 0.24286538740852925 16.216195583452645 7.0778740462264995 11.712314607459119 2.2089963885955513 3.5401044527097829 2.0174985480844034 13.07995277741429 21.259851670212818 11.368487169500437 1.8213855417561715 0.60840736632235248 6.6278902962803867 25.208090446220012 30.795506520284107
leaf_count=98 2934 247 451 311 2069 529 14126 82 70 155 4750 81 95 470 358 988 17335 1767 3041 8427 30 4915 924 2578 307 562 243 1630 2755 1079 211 71 457 1589 1659
internal_value=0 0.0144098 -0.0177329 0.00946139 -0.0157307 0.0292354 0.0118169 0.0201441 0.0220235 0.0411839 -0.0108399 -0.0377102 0.0154515 -0.0328299 0.0139235 -0.00787376 -0.0105865 0.0152005 -0.0307968 -0.0349738 -0.0112092 -0.0192319 -0.00895648 0.00341426 0.0308986 -0.0133204 0.0120997 -0.00292127 0.0181961 0.0240644 -0.0742901 0.00813055 0.0705556 0.0331439 0.0409272
internal_weight=0 274.03 223.125 216.771 18.5355 6.08556 198.236 82.6628 80.2337 20.4916 153.183 12.45 59.7421 69.9414 58.4213 132.844 113.591 57.4877 66.672 54.9534 11.7186 18.8453 107.985 24.5393 9.28687 15.2524 52.2957 15.0975 37.1982 12.946 3.26947 19.2537 7.54564 57.2583 32.0502
internal_count=77394 29400 47994 26054 2990 840 23064 8938 8691 1773 30449 2150 6918 17545 6823 25699 22694 6753 16883 13812 3071 5385 21706 4371 1231 3140 6395 1873 4522 1234 662 3005 539 3346 1757
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=1 2 2 2 2 13 10 1 0 10 6 10 0 6 10 13 6 6 10 1 6 2 12 12 10 10 10 10 13 10 1 11 10 2 10
split_gain=11.0924 3.56314 2.06173 2.00296 1.49709 1.3804 1.32887 1.02623 0.898972 0.870914 0.745463 0.744049 0.683976 0.881224 0.856609 0.83294 0.640755 0.63632 0.616141 0.595626 0.574804 0.566396 0.562935 0.548523 0.527886 2.62777 0.979865 0.581659 0.627789 0.574377 0.84413 0.82442 0.685401 0.52672 0.531782
threshold=0.034878663718700416 0.00015761746908538046 0.47560586035251623 0.61888357996940624 0.004254598869010807 -0.0068444503044926006 -0.093171555119006919 0.0015541940229013564 0.02812666725367308 -0.063758888514185152 0.063247217446730716 -0.45095191509853044 0.02812666725367308 -0.23041972297819827 -0.093171555119006919 0.0071997842080281016 0.14729682198969349 -0.74290347660062672 -0.4509362535116449 0.1849896311759949 0.081854434131408735 0.99379274249076854 0.0062204333327913648 -0.0080442396118221762 -0.19655848664908693 -0.19654991179956058 -0.17203706790463075 0.011113259349544378 0.0035259451869256221 -0.03824847094408914 0.15939182043075564 -0.0058507316054651967 0.0026738452006532074 0.019056367687880996 0.024849869662447798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 9 17 -1 10 19 -2 -7 -10 14 33 -9 22 -8 23 -13 -6 -12 -4 -16 -3 -20 -26 -27 29 -29 -28 -31 -32 -33 34 -14
right_child=2 3 21 -5 8 7 16 12 11 -11 20 18 13 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 25 26 27 28 -30 30 31 32 -34 -35 -36
leaf_value=0.018483978997306683 -0.0049669049751340901 -0.0063276494867671468 -0.032749081576178639 -0.062004300217908648 -0.031397485601521703 0.021967390859204978 0.057006712678224596 0.0055487328630645415 -0.065251318579852294 0.047544883387776002 -0.088654767392296482 0.043860445626357075 0.017277105364610683 -0.0072270763049995844 -0.015819363909107143 -0.048639608119917445 0.030153773139409246 0.022559094673562343 -0.02849216617152886 -0.090587558689089132 0.0034979499336641726 -0.066456220598208687 0.013681766866737603 0.083635562699488269 0.068707037544617142 -0.043426280133924071 -0.0089616761717676748 -0.011029517413327181 -0.035239904224110101 0.052043547705190291 0.042572420825810031 0.043970284437335402 -0.044827211242222297 0.01698457165441963 0.090653198597546059
leaf_weight=37.647052437794628 6.539634450833546 0.84968501661205653 37.488533316442044 4.231393909387406 7.3005276858311827 43.848928040606552 20.429087210322905 35.03894792299252 2.7135776966315452 6.1085054182185541 0.69348154991166922 1.9213202749378968 1.7337503700982804 13.172119050970649 31.682643529187771 6.409435999710694 15.726682629916466 19.729658002252108 19.253128240379738 2.2162021996919066 28.251803532664781 5.7497116569793425 8.1274051019572635 3.3492001268896301 4.0312496571568763 9.9490401768707653 32.650480892552871 40.851621538320614 14.516450980663647 4.3121372359164578 2.6341150119551457 1.1021761887823229 4.1130986444186419 11.336681382614186 2.2953191043052357
leaf_count=1910 994 96 11240 1124 1332 3580 1430 5164 613 990 78 457 266 2318 5177 868 1257 2657 4250 336 2827 1751 1147 253 846 1801 9067 7180 2629 665 377 227 517 1784 186
internal_value=0 0.0127244 -0.0178538 0.00610246 -0.0126241 0.00749791 0.031634 0.00453825 -0.0154542 0.020394 0.0137455 -0.0134049 -0.00156606 0.0117523 -0.00624345 -0.0151831 0.0453265 0.030082 -0.0123653 -0.0451813 0.00129012 -0.0372314 -0.00979657 0.0654306 -0.013175 -0.0105918 -0.0134945 -0.010522 -0.017377 -0.00205211 0.0164982 -0.00302891 -0.0260611 0.0280221 0.0590787
internal_weight=0 284.553 203.452 210.75 160.213 206.519 73.8028 182.591 147.565 12.6481 72.7942 138.048 109.796 28.5379 81.2584 46.2195 36.1558 23.9285 135.335 9.51673 28.9453 43.2382 39.81 4.19889 133.413 114.16 110.129 100.18 55.3681 44.812 12.1615 7.84939 5.21527 15.3658 4.02907
internal_count=77394 32122 45272 27525 32281 26401 4597 23395 30297 1984 6485 28629 16910 4554 12356 7192 2687 3006 28016 1668 2905 12991 6324 349 27559 23309 22463 20662 9809 10853 1786 1121 744 2236 452
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 1 9 1 9 4 4 0 10 0 4 12 10 15 0 10 9 4 10 9 9 9 4 10 10 4 14 10 12 4 4 15 14 10
split_gain=9.70316 2.49094 1.27155 0.708438 0.850778 0.76809 0.687075 0.81543 0.598726 0.605908 0.592255 0.582642 0.565989 0.803623 0.602709 0.554955 0.531868 0.519832 0.50805 0.472354 0.472474 0.596051 0.683172 0.622939 0.465786 0.840316 0.576575 0.453326 0.983911 0.659525 0.601588 1.35241 0.685904 0.605506 0.569384
threshold=0.0067836539819836625 0.15939182043075564 3.5447521440801217e-05 0.41218932575699962 0.16930800676345828 -0.18767430927422116 0.0007306523621082307 -5.3037423640489571e-05 0.1799116060137749 0.0026738452006532074 0.082473024725914015 -0.00014420849038287995 -0.0071992847351773767 0.68616721963547589 -0.047809996322176952 0.23345048725605014 -0.45095191509853044 -0.53783810425256651 6.197424954734744e-05 -0.4509362535116449 0.85628955194357415 0.85628611699070711 0.6459972056406903 -0.00010072683744510867 0.6861634150630862 0.434768163754151 0.071196769829839482 -0.061898536718584023 0.34576730228313979 0.00011119139961736131 -0.015430983388796447 -0.0011163884773850439 0.26708300242240496 0.042101321321909933 0.81941688592205264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -1 5 -5 -3 7 10 -6 -10 -7 15 13 24 -15 -11 -14 -18 -13 -19 21 22 -21 -23 25 26 -2 34 30 -30 33 -32 -33 -29 -4
right_child=1 3 27 4 8 6 -8 -9 9 11 -12 18 16 14 -16 -17 17 19 -20 20 -22 23 -24 -25 -26 -27 -28 28 29 -31 31 32 -34 -35 -36
leaf_value=0.035435820258484761 -0.01584623139838693 -0.017342302689718481 0.008943970937215143 -0.099503915875262694 0.049710863826652261 -0.065098538325991315 -0.016168153462949152 -0.068881447451108954 0.053481335665818731 -0.061830570221560743 -0.026511324371282525 -0.041152457507029533 -0.057680107418803556 -0.029644104025134746 -0.11750106901276705 0.030017609267138642 -0.045705238091204775 0.028523468801059992 0.0050359461219168528 -0.0024639230769030207 0.038890404285806104 0.005685599891781459 0.037516009665309047 -0.040177413513726237 0.037931527567284871 -0.076053161599475422 0.033607565635373392 -0.006875997064520363 0.014773105461011394 0.057436729021756505 -0.024908808198551118 0.022366084225530911 -0.0042070162230965552 0.03542883846705238 -0.042513369847986981
leaf_weight=31.810995499385172 19.386177816206342 31.635781076081912 64.232506804422883 0.9728661105909876 1.8955168635220641 5.0568123852353883 11.134412105617228 9.9314919565076725 1.4058857697673399 0.79065495776013506 18.637776661431417 7.9241368457733099 1.7397687840857532 1.957723895320669 1.2988773002289224 3.9159476348722819 2.6841842940775669 5.1279260261217123 3.4046475785435177 127.4366643850808 2.7266150187060694 4.6255257495213291 4.4224360460502785 8.2325856755487603 1.7438882207497943 2.0984473024145691 2.6839118332427452 4.1563281454582492 5.8575531886599483 9.4998913430608791 10.157889123656785 35.86977420108451 13.320877528400159 18.190531008905964 2.2248381474055341
leaf_count=1814 3817 6811 6381 134 421 1143 3304 2636 301 114 6081 1423 424 291 111 770 558 905 670 25710 382 605 630 1069 273 278 451 473 521 673 1140 3811 1400 1672 197
internal_value=0 -0.0118362 0.0171432 -0.0248562 -0.00825612 -0.0292692 -0.0376989 -0.0448283 -0.00366529 -0.00946621 -0.0347465 -0.0149851 -0.00507277 -0.0178648 -0.0646854 0.0145882 -0.00269608 -0.00207994 -0.0272714 -0.00131244 -0.0023501 -0.00312711 -0.00112303 -0.0236788 -0.0119805 -0.0155819 -0.00983223 0.0135844 0.0179415 0.0411642 0.013576 0.0083103 0.0151701 0.0275605 0.0072213
internal_weight=0 282.871 195.321 96.7059 20.3097 76.3963 44.7605 33.6261 19.3368 17.4413 23.6946 16.0354 186.165 29.169 3.2566 4.7066 156.996 155.256 11.3288 152.572 147.444 144.717 131.859 12.8581 25.9124 24.1685 22.0701 163.51 97.0528 15.3574 81.6954 59.3485 49.1907 22.3469 66.4573
internal_count=77394 59312 18082 23808 3833 19975 13164 9860 3699 3278 7224 2977 35504 5221 402 884 30283 29859 2093 29301 28396 28014 26340 1674 4819 4546 4268 16268 9690 1194 8496 6351 5211 2145 6578
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 3 3 1 6 3 14 14 6 5 5 3 6 6 14 2 14 3 0 1 1 5 14 2 2 3 1 5 5 2 5 3 1 0 14
split_gain=11.6352 2.73041 2.16627 1.53748 2.39574 1.15229 1.13914 1.35438 1.21861 0.903169 0.863506 0.815336 0.805151 0.772949 1.15097 0.664677 0.791942 0.606633 0.594046 0.721382 0.663723 0.585946 0.664122 0.875714 0.582584 0.613886 0.611935 0.569739 0.68894 0.61162 0.551984 0.610051 0.568906 0.602315 0.543633
threshold=-0.056937832385301583 0.2098817455407698 -0.99421100893232495 0.010473945178091528 -0.31036913572484753 -0.38644725829362864 0.21709798842380215 -0.39914646601709219 -0.46397045455436919 -0.082472273041570884 -0.01058261793809675 0.95879579200118326 0.44323352652626669 -0.70817751092515602 -0.058003156365571247 1.2472398793761387e-05 -0.61819977435148532 0.0061877357074990877 0.026543189771473411 0.049942201003432281 0.034090187400579459 -0.07683836389876296 0.19921830048384767 0.00026554524083621805 0.14372553676366809 0.040697633870877332 0.29338471591472631 0.25006409216606179 0.1652942311478921 0.047016227617859847 -0.00053697022606886264 0.62103025265969347 0.30060929059982305 0.66303405165672313 0.11342785664526052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 17 9 7 -1 13 -4 11 -3 -10 14 -9 16 -11 -2 19 -5 -20 34 -23 -24 25 26 -22 28 29 -6 -12 32 -32 -34 -7
right_child=1 10 5 18 27 21 -8 8 12 15 30 -13 -14 -15 -16 -17 -18 -19 20 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31 31 -33 33 -35 -36
leaf_value=0.07698072663171443 0.015448136004438746 -0.0337739959524068 0.055714567265533491 -0.020195353912705685 -0.029712141919212117 0.0032321266111832734 0.066209416782885652 -0.091295705892953175 0.041880766665413328 -0.020601401675595508 0.0032114523916418392 -0.067241560875714687 -0.028652794291040687 -0.12497989909557915 0.075935225939250603 0.014109257972098513 0.049607887201513781 0.047270690244334078 0.0091252826762273573 -0.065316147005061581 -0.0069806822176446126 0.003634047023867742 0.042667227907692958 -0.032294289057832513 0.0036193643070089251 -0.030644228186353664 -0.035211086110566371 0.023776416937064782 -0.093358589367112776 0.012367602707720034 -0.030278979897897015 -0.04391351559097189 0.049944615101844364 -0.029197255534258851 0.030108913448008198
leaf_weight=3.7493306563264914 17.428417100774826 24.269908135982405 6.2737658910045857 15.265779399414898 13.586328421923108 18.197289601521337 11.6776059865806 0.86108958320983231 6.8633246898680245 1.9009708715602744 7.3748521788365933 10.397928013131603 2.1177792368398514 0.94014318857807566 0.78834977968654141 102.30116696648474 10.374463006039148 9.1277477094263286 13.227704641409217 4.6143754535150938 43.525897476167302 38.650574949759175 1.8006376140983764 11.585442944269742 14.507575150346382 26.357029838400194 9.3230989308285626 2.8474394125514655 1.3380213935743075 4.6316159053531001 5.7349593832041155 11.689530735133301 2.4403187555726618 1.5870216744369825 12.833097878872648
leaf_count=178 1723 7648 1537 2799 1815 2429 697 70 505 84 2265 3136 222 88 88 11341 502 902 2397 804 8965 5756 174 1882 3535 5595 2290 382 135 638 1132 3424 604 323 1329
internal_value=0 -0.015404 0.0160625 -0.00898381 0.00606829 0.0125383 0.0426817 0.0247479 0.0078225 0.0187705 -0.0331779 -0.0438119 0.0252487 -0.0526144 -0.0113677 0.0167476 0.0387353 0.026386 -0.0147947 -0.0306683 -0.0118438 0.00347128 -0.00301436 -0.0222108 -0.0148036 -0.018178 -0.0119608 -0.0180156 -0.0241007 -0.0190141 -0.0203891 -0.0285026 -0.0100493 0.0187578 0.0143474
internal_weight=0 239.276 230.915 175.781 48.9596 203.917 26.9976 15.32 11.5707 120.85 63.4945 34.6678 8.9811 2.58958 1.64944 114.577 12.2754 26.5562 126.821 19.8802 106.941 83.067 52.0367 13.3861 93.7136 79.206 52.849 22.4034 19.556 18.2179 28.8267 21.4518 9.7623 4.02734 31.0304
internal_count=77394 50512 26882 31980 5595 25034 1848 1151 973 13464 18532 10784 727 246 158 11927 586 2625 26385 3603 22782 11570 7812 2056 20385 16850 11255 2970 2588 2453 7748 5483 2059 927 3758
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 1 3 3 4 1 10 8 3 8 3 10 8 10 10 11 1 8 4 10 0 3 10 12 10 10 10 11 10 10 8 4 0 10 1
split_gain=9.9587 2.68812 1.85361 1.68945 0.958307 0.907624 0.854234 0.773771 0.711274 0.662879 0.583197 0.862295 0.575243 0.570799 0.725384 0.675989 0.568451 0.536103 0.531611 0.473784 0.463016 0.590861 0.462567 0.780515 0.609177 0.669812 0.592204 0.821745 0.878977 0.459134 0.454843 0.451994 0.445995 0.441359 0.44071
threshold=-0.056937832385301583 0.0017912366893142464 -0.99421100893232495 0.57030054042115819 0.00031263194978237158 8.8378939835820361e-05 -0.077710586323051972 0.20140982071938304 0.95879579200118326 -0.087293012079471571 -0.63821589469443996 0.017104614291912165 -0.31533659577320244 -0.093171555119006919 0.011232844138363661 0.00052595137932494763 0.00012891059304820376 -0.15995546755822007 -0.0032242627676168918 0.77489507524597112 0.1409842595458031 0.0061877357074990877 0.088649414360132323 1.0000000180025095e-35 0.6861634150630862 0.68616721963547589 -0.094085862969743264 -0.014126288835434967 -0.093510271562057171 -0.089111381016265798 0.0015027654335000604 -0.015036094468086956 0.074247598648071303 -0.19345304699212981 0.04867427051067353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 9 4 7 -4 29 22 32 -1 11 17 -6 15 -15 16 -12 -7 31 -9 21 -2 26 -24 -25 -26 30 -28 -29 -5 -3 -18 -8 -11 -14
right_child=1 3 5 6 12 10 8 19 -10 33 13 -13 34 14 -16 -17 18 -19 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.029834663549682835 0.0071270759187787433 -0.039018838679148168 0.026356304548373361 -0.022499642074505499 0.063378053390171815 0.0027239761991031909 -0.063719487339035139 -0.038619424177899341 -0.070412761008867369 0.017237519453824204 -0.087103497277922368 0.048071620918006437 0.0022858483386964962 -0.013958505722234938 0.010499286378263896 0.027559778899222388 0.002574881386782607 0.020937366974523773 0.014906431301854598 -0.11210019415132629 -0.066448379042910233 0.039516973426133167 -0.045104672114722806 -0.0313972049491456 0.0649781856100618 -0.0084984630508758603 0.029641085615149866 0.043479809360958868 -0.016348438805065063 0.061999965429368836 -0.012633548143602928 -0.043296393951325673 -0.023747110554936252 0.077355088683347714 -0.013860090986196408
leaf_weight=18.283410119540353 17.066077675845015 11.229509265060189 34.614450159599073 14.379206682715447 1.2086948502983421 32.984540305682458 3.867513079429048 10.516764190251703 9.4643117423802305 1.5339263769856186 0.70018224348314362 7.2257556053482395 32.086443764012074 29.572515216117608 20.555295910256973 16.631306593189947 5.522756768099498 31.685349717634381 16.49739439287805 0.95734839263605032 0.66921905672643234 8.4062099565635418 13.46348932322144 6.7734470810973999 1.7228055626619605 4.4331790181749966 6.0318925582250804 2.7033466087887055 26.799874463744349 0.67313013877719541 15.62274561417871 3.5154060804343334 10.031200608587822 5.9901366649282854 35.731166128251061
leaf_count=1296 1622 2532 2221 4770 129 3929 1058 2584 3038 105 42 930 5543 5217 2823 2368 817 3957 2285 78 66 781 2455 1481 277 757 1002 599 6072 273 3803 454 3561 423 8117
internal_value=0 -0.0145625 0.0148973 -0.0183663 -0.0140699 0.011635 -0.0372989 -0.020313 -0.0492683 0.0401158 0.00854469 0.0153084 -0.00500226 0.00331554 -0.0039294 0.0117876 0.00178935 0.0116477 0.00422678 -0.0447503 0.015659 0.0178162 -0.0171547 -0.0282524 -0.0107041 0.0120646 -0.0124598 -0.00399051 -0.0108664 -0.0187209 -0.0236678 -0.0152668 -0.03487 0.065099 -0.00622099
internal_weight=0 233.838 225.312 207.696 169.281 199.505 38.4154 100.254 23.363 25.8075 164.891 71.8956 69.0263 92.9949 50.1278 42.867 26.2357 64.6699 25.5356 11.4741 26.1415 25.4723 88.7803 26.3929 12.9294 6.15598 62.3874 35.5351 29.5032 15.0523 26.8523 9.03816 13.8987 7.52406 67.8176
internal_count=77465 50598 26867 48129 35429 25043 12700 21640 7657 1824 22822 8816 13789 14006 8040 5966 3598 7886 3556 2662 2469 2403 18978 4970 2515 1034 14008 7673 6671 5043 6335 1271 4619 528 13660
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 3 4 2 9 3 3 6 14 4 9 9 9 13 9 9 9 3 13 3 3 9 14 14 4 6 4 6 2 12 13 2 9 9 4
split_gain=8.86522 2.94748 1.63704 1.20397 1.51117 1.09151 1.59274 0.962172 0.928717 0.926868 0.820549 2.00123 1.27576 0.78557 0.782924 0.744299 0.934796 0.733992 0.627328 0.677696 0.622139 0.898632 0.701819 1.04705 0.781684 0.851378 0.702545 0.812817 0.588911 0.588211 0.575709 0.544926 0.53137 1.63617 0.537547
threshold=-0.19606944266706702 0.2098817455407698 0.0007306523621082307 5.9002657508244745e-05 -0.098420261631644343 -0.93485479537594063 -0.9969927446724397 -0.23041972297819827 -0.39914646601709219 0.1311549246311188 -0.42447059611136456 -0.42507187894151266 -0.53355871336626615 -0.011019592382086866 0.85628955194357415 0.85628611699070711 0.71765145599649405 -0.99060421009835398 0.0095040328328417373 0.99427430095238389 -0.98659381307743377 -0.16758579273453614 0.22953829224613945 0.88921428100664912 0.011088293045759203 0.045664618733853746 0.040492400992661721 -0.74290347660062672 1.7633533389016524e-05 -0.0032604945318179652 4.2045810546232239e-05 0.0099086901172995585 -0.19489624636329578 -0.1942085329469812 -0.0039807970169931641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 4 5 6 8 9 -1 -4 11 12 -2 -5 15 16 32 30 19 29 21 -15 -22 26 25 -25 -24 -28 -7 -3 -8 -16 -12 -34 -35
right_child=1 18 7 13 -6 28 17 -9 -10 -11 14 -13 -14 20 31 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 33 34 -36
leaf_value=0.10774038107556766 0.010228882675694002 -0.037905762874060611 0.0039470455453844994 0.04952856783533624 0.049889154755425359 0.069044127150184834 -0.028410162956139563 -0.0073468807274012365 0.01580292410676019 0.031578085453348552 -0.0399618485252154 0.05297305273860179 -0.042894243613194591 0.0027732158285042057 -0.080903480173405706 -0.045446734641023556 0.016344737632913078 -0.0047660637690842876 -0.072790008689864488 -0.062537121006606078 0.014503080105612404 0.052734786243227687 -0.019907675035363503 -0.062965825659929586 0.080920706854459734 0.040134484214054786 0.065613123534785198 -0.0056789536671856544 0.015596056882741219 -0.016004610471263305 -0.10932176912412915 0.022284399045905488 0.027604236781011333 -0.01588569104808105 -0.037699527476329785
leaf_weight=1.5439479770138858 10.086392559343953 20.211307210782252 41.311362928492599 5.5723540311009847 23.23000521695576 4.2831652015447599 2.1878244164399798 45.292792165157152 3.8104614134645081 17.192463988583768 11.729188419616547 6.0014583261217913 8.1925153516931459 6.5149098811671129 0.55513645522296329 10.369195338338612 7.6185876951203673 6.392253007739785 3.3248262752094879 5.1889180743892203 64.020153355289949 8.0464109988824912 21.819863033655569 1.1896148941596032 2.2996751076425426 2.4514749135123566 2.2607557117007673 5.4653153536055461 3.974426848362782 31.183401191916346 1.4704227013280613 6.552168857655488 7.3161130308872009 35.0234930239967 16.675265442027026
leaf_count=48 1721 5427 6817 954 1649 152 112 8268 176 1730 2228 735 1566 521 65 1371 968 329 1292 1678 9181 1026 2863 136 254 278 169 746 239 10146 97 927 1110 7782 4704
internal_value=0 -0.0108738 -0.00560268 0.0181897 0.0317711 0.0139843 -0.00174033 0.00359551 0.0423132 0.012067 -0.013551 0.00286966 -0.0135806 0.0128666 -0.017711 -0.020269 -0.0169374 -0.0252098 -0.0305753 -0.0280948 0.0110756 0.0303814 0.00825048 -0.00302958 0.0352774 0.0064496 -0.0107319 0.0151821 0.0433193 -0.0246174 -0.0609324 0.0142246 -0.0205217 -0.0166579 -0.0229217
internal_weight=0 283.825 223.916 166.533 46.8925 23.6625 15.4049 103.797 5.35441 58.5038 120.12 24.2804 18.2789 119.641 95.8391 88.7318 78.3626 10.0505 59.9085 56.5836 114.068 14.5613 99.5069 35.4867 5.94076 3.64109 29.5459 7.72607 8.25759 51.3947 3.65825 7.10731 70.7441 59.0149 51.6988
internal_count=77465 58535 39992 18930 2802 1153 762 16815 224 8547 23177 4022 3287 16128 19155 18163 16792 538 18543 17251 15174 1547 13627 4446 668 414 3778 915 391 15573 209 992 15824 13596 12486
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=8 0 9 4 9 9 9 13 8 9 9 9 9 0 4 4 8 5 9 8 9 7 5 8 9 4 4 13 7 5 5 8 0 9 12
split_gain=5.08067 1.83727 1.81467 1.35718 0.878156 1.1924 1.39174 0.817688 0.809188 1.12071 1.06867 0.689172 0.791032 0.758833 0.753434 0.711684 0.684911 0.660429 0.60433 0.601545 0.592219 0.764335 0.564004 0.546887 0.488743 0.483486 0.478782 0.473731 0.46017 0.452526 0.858411 0.619852 0.467511 0.442318 0.610853
threshold=0.031941277630328266 0.00037203292595222598 -0.19101219496991953 0.0049064280465245256 -0.19421231619406934 -0.42447059611136456 -0.42507187894151266 0.0026669290173218668 -0.11607285398316286 -0.42507187894151266 -0.53355871336626615 0.85628955194357415 0.85628611699070711 0.0078099500387907037 -0.01303407037630677 0.0055970726534724244 -0.37243463772262703 -0.19485594655524696 0.57723551942272133 0.096757351703725569 0.074006794523738387 -0.48258329967797259 0.15808735038673624 0.1052121483745941 -0.1942085329469812 -0.0087965605780482275 0.093679256737232222 0.0036729272197857103 -0.37461414500759033 -0.00053697022606886264 -0.00083901461646136699 0.17358684663889845 0.32757705450057989 0.86301317657410326 -0.0052217256270887446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 4 7 5 6 29 33 9 10 -3 12 13 17 -14 -16 25 -10 -15 26 -1 -22 -7 -8 -6 28 -5 -25 -11 30 31 32 -2 34 -4
right_child=2 8 3 19 24 22 23 -9 11 16 -12 -13 14 18 15 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.012392138415822884 -0.041472819099575946 -0.0031241972567189638 -0.046401617067031914 -0.0037745159603081572 0.049294754141905095 -0.038491945860174348 0.020272055163338409 -0.049701962118384416 0.072529072605213615 -0.084245580555523447 -0.082952431493864068 0.0372654651066614 0.034277116281564331 -0.0069942464684872793 -0.049952214532371871 0.0016423662599534931 0.011501604367748516 0.0096089768143456048 0.023853018453617123 -0.022050006535998975 -0.043767355689948405 0.034894007230547114 0.044592665180038876 0.10413206673905535 -0.011663070618680839 0.048194963940669834 0.038452299234263979 0.003674451338347675 0.020229173631022113 -0.024741933258679082 0.056102199447031188 0.026670513983578788 0.031945406502998444 0.014228600829995167 -0.019436846810729186
leaf_weight=32.29660294358473 4.788294483558273 22.553233649814505 12.201774778397519 7.4700647262361617 4.8751760751474649 11.191694610475675 3.1575239687226739 20.074939865742635 1.7728670939541213 0.51938608812633935 1.8117005618405517 4.3627127866056972 1.8498828415758914 91.183075460688997 8.6920202360488421 3.8610882267821589 66.483488789803232 28.255513284326298 6.8264464131934792 9.970220143455661 1.2880280008539582 30.156283542630263 0.88137906318297687 2.0918354944442403 1.8012593555031333 9.3597959791222785 4.191869947957457 0.60524751362390805 2.2391647009644666 8.3179148329654691 2.6270005175611031 3.1821405091905035 1.0591853869846088 2.6702078766247714 26.972563615501713
leaf_count=1708 1051 2434 3027 1731 764 2354 379 5747 239 58 270 641 195 19904 1161 419 10063 3520 1084 2457 115 2558 239 238 371 1090 665 75 327 2028 589 1012 335 540 8077
internal_value=0 0.00674932 -0.016885 -0.0255778 -0.000592513 -0.00648315 0.00564328 -0.033111 0.00288211 0.00967843 -0.00905998 -0.00188477 -0.00308388 -0.000584472 -0.0253028 -0.0340827 0.0154869 0.0133238 -0.00484571 -0.00401496 0.0219031 0.0316719 -0.0324265 0.0485192 0.0328487 0.0373513 0.0114039 0.0815886 0.00055843 -0.00692379 0.00579086 -0.00884629 -0.0281742 -0.0251514 -0.0278357
internal_weight=0 313.511 128.13 83.5516 44.5787 37.9022 25.8291 61.9195 249.77 102.967 24.3649 146.804 142.441 128.038 14.403 12.5531 78.6018 30.0284 98.0095 21.6322 63.7409 31.4443 12.0731 5.85461 6.67644 12.1183 11.6619 2.69708 2.75855 19.9745 11.6566 9.02962 5.84748 41.8445 39.1743
internal_count=77465 45786 31679 22244 9435 8300 5707 17391 41405 14242 2704 27163 26522 24747 1775 1580 11538 3759 20988 4853 4381 2673 2593 692 1135 1475 2396 313 385 5015 2987 2398 1386 11644 11104
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 13 0 13 6 6 6 6 6 10 1 1 7 7 10 13 10 0 1 6 13 0 6 10 7 10 10 12 13 6 12 10 12 6
split_gain=6.63023 1.9245 0.748853 0.840737 0.71765 0.6893 0.637993 0.591174 0.55986 0.529688 0.526586 0.635637 0.509784 0.469867 0.462674 0.637196 0.60632 0.535475 0.453678 0.447582 0.924503 0.432851 0.432004 0.424107 0.420463 0.412797 0.410208 0.387607 0.363057 0.497679 0.404998 0.351869 0.349267 0.480812 0.346201
threshold=0.0032880195649340753 0.14317514747381213 0.0019707110892922563 0.0056801559403538713 0.0041509479900519513 0.06800638442828362 -0.76271846044061775 -0.82866721231252016 -0.67014785802640575 -0.81379561591376315 -0.086755616685728537 0.1372618451714516 0.40449494123458868 -0.076791278720135317 -0.41530546123201367 0.83710077029831442 0.00057248909906927787 0.6861634150630862 0.00023123914434108886 1.8303015167475681e-05 -0.78181197330127861 0.0052736883742375441 0.064401797950267806 -0.71607248593317063 -0.063758888514185152 0.16074337255319579 -0.39773694202066395 -0.063758888514185152 0.0032756836930444011 -0.010577393753674997 0.94298574421651671 0.0050258121962510494 -0.066091046871691275 -0.0008224670152980197 0.10830226520460212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 5 6 8 14 26 25 13 -6 32 22 -1 15 16 -2 -16 -10 -11 -21 -5 -9 -22 -24 27 -3 -4 29 30 34 -26 -12 -34 -8
right_child=1 7 3 21 10 -7 28 12 18 19 11 -13 -14 -15 17 -17 -18 -19 -20 20 23 -23 24 -25 31 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.074379509166197705 0.060844704636857372 -0.13809490033655006 -0.058157770048097468 0.012070990529796259 -0.0012585567864389869 -0.013832274726754216 0.013109147448838893 -0.04080884568478884 0.045188046521804019 0.035975826459236374 -0.07477182804747548 0.10395619990148566 -0.027748099424613638 0.026942695819666747 0.010519085288093796 -0.11212443236746475 -0.067463789863151186 0.049532604058870736 0.010139272589252565 -0.083474661349798529 0.055269284486163674 0.061344265404346149 -0.018183225600603477 0.016376605368881691 -0.0047415835963096082 0.043631509647381619 -0.040959283071610224 0.00098583767640253754 0.0065545681430135422 -0.0073589966147242381 -0.056188306488803845 0.028969157173817064 -0.043079043224485039 -0.012335491796357109 0.065603604280991032
leaf_weight=3.3936403089319356 0.90183037525276011 0.46053879894316185 2.1946559792850167 3.3760872279526657 15.97493831196334 17.728959940330242 4.0828733917442142 4.709422791900578 5.5035444645327543 14.113440128305227 1.4277784527221253 0.37749536044429888 34.261299728292215 5.4276106264369428 10.743254232045727 0.61522740870714177 0.62251420074608177 5.231163977587129 11.22749038923939 0.91156041150679712 2.9113231151131904 3.7778892354399431 23.963937402993903 75.884177607673337 18.356369067456406 0.9730456574470735 7.766142253582073 2.2381410332454861 33.033709467861627 94.663607748130744 0.61223805297049683 3.7245543618482762 8.078505793364462 13.737829426099777 1.8147255199364734
leaf_count=276 145 52 155 407 3366 1925 796 1319 318 886 427 69 10275 410 2113 16 90 770 1161 62 203 492 6714 7458 4306 71 1890 209 6330 19286 123 835 1454 2653 403
internal_value=0 -0.00901411 0.0169767 0.00652558 -0.00328795 0.000861057 -0.000170152 -0.0208001 0.0126286 0.0217644 -0.0152816 -0.0247651 -0.0183232 0.0451922 0.0174459 -0.0262238 0.00844588 0.0232949 0.0216683 0.0195616 0.0166552 0.0380913 -0.0119609 0.0178136 -0.0090104 -0.015349 -0.046397 -0.0282959 -0.0025478 -0.00551977 0.0212256 0.000944659 -0.0268556 -0.0237197 0.029262
internal_weight=0 285.16 149.662 47.0198 191.918 39.8658 152.321 93.2423 22.1369 102.642 39.5965 23.6216 85.0156 8.82125 18.114 2.13957 1.52434 15.9744 16.731 93.8205 79.7071 7.15398 50.7543 78.7955 46.0449 5.40584 8.22668 4.4328 134.207 101.173 6.50984 22.0809 23.2441 21.8163 5.8976
internal_count=77465 63432 14033 4738 38041 3839 30072 25391 1914 9295 7969 4603 23449 686 3134 251 235 2883 1479 8609 7723 899 13174 7661 11855 435 1942 364 26938 20608 1322 5141 4534 4107 1199
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 9 8 8 9 9 9 9 9 8 11 9 9 14 2 9 2 9 2 0 8 8 8 9 12 9 9 11 2 11 8 0 0 13
split_gain=6.22189 2.5735 1.33981 1.24155 1.06043 0.88223 1.61593 1.63979 1.02734 2.08733 1.1144 0.9589 0.849081 0.8401 0.81279 1.1191 0.752109 0.970584 0.740922 0.72462 0.709432 0.644314 0.605947 0.589666 0.559271 0.535226 0.502384 0.490876 0.691071 0.498499 0.491207 0.482768 0.468325 0.436766 0.436228
threshold=0.00179558846866712 0.38165383040905004 -0.37015567665613613 -0.16966924100248615 -0.58959292607642189 -0.42447059611136456 -0.42507187894151266 -0.53355871336626615 -0.19489624636329578 -0.1942085329469812 0.22476804125604674 0.017026284035206393 -0.53369749896059415 0.85628955194357415 -0.507748664677104 2.7951897436651056e-06 -0.12672558545793619 0.89063915610313427 0.85628611699070711 0.00026554524083621805 0.020836671814322475 0.056107684291352343 0.1052121483745941 -0.0014884592010333253 -0.42507187894151266 -0.0025750418125685143 -0.52302508232734379 0.14150273023646961 -0.018571741816502754 0.094012346118688597 -0.0032400951752514511 0.026273678401583015 0.025840604677796367 0.0095086088404059427 0.0034531046853447126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 -1 6 7 12 -7 23 11 13 -5 18 -6 -16 -3 21 27 -4 34 -18 32 33 26 -20 -2 29 -29 30 -11 -15 -8 -10 -21
right_child=1 16 19 5 14 8 22 -9 9 10 -12 -13 -14 31 15 -17 17 -19 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.097888740817456299 -0.0037095250649020368 -0.014011769388161042 0.033267265559269496 -0.024455800291216107 0.024919394989276849 -0.03216485908206769 0.0092599129273003237 -0.038780941951026784 -0.007038516004280692 -0.018402710536618756 -0.049239100916805147 -0.036992247897738223 0.027870232791864819 0.051343883201748874 0.06581133332517318 -0.013640085980649558 0.013218044668810403 -0.061172620661312953 -0.06830226611252016 0.013709266018609079 0.042623649068136676 -0.034890953238408677 0.073031382905331454 0.048920864366521474 0.018171474526346033 -0.02021195810914803 -0.089998942311238186 0.05180261310057465 -0.00012051969561673499 -0.025886732892496302 0.0011890338029558721 0.00096656008814431269 0.047974045222993318 0.033238957825095172 -0.017333172843658529
leaf_weight=1.0163518452318374 6.224892299156636 18.549224138267164 51.69370740546583 4.43179445125861 13.526783833396619 18.49459601163835 9.6792098963633197 11.051033072319113 5.9991534708533454 20.121890614340366 7.3325860299519254 11.380029185951569 10.327828927431257 3.7108909243834196 1.9506534645333911 19.446985767048318 3.6740935947091229 12.143678770557015 2.9738295648712674 21.327184348294399 7.1052573901906717 11.48901545616536 2.7480017365887752 6.6004767322447142 32.050447828012693 10.435509116854515 0.75673880148678918 2.8157708942308117 28.589318972277397 16.206652446642693 35.156296763321741 3.902962983425823 4.6143218643264836 4.8842658359208144 5.7467074844753361
leaf_count=77 853 5252 4557 1086 945 3620 860 2304 609 4373 1738 2081 1928 513 80 1423 1318 4880 385 2826 1175 4375 314 1092 4703 1464 107 460 5746 4718 8320 595 798 910 849
internal_value=0 -0.00770542 0.019013 -0.00385985 0.00280201 -0.00675823 0.00612742 -0.00965158 -0.00984986 -0.00727221 -0.0112699 -0.00921203 0.0121586 -0.00666073 0.00573226 -0.00639713 -0.0295505 -0.0401057 -0.00876751 0.0257978 0.0145008 -0.0232339 0.0300259 0.025339 0.0125847 -0.0308771 -0.0130624 -0.00588604 0.00453489 -0.0104642 -0.00594258 0.0255198 0.0217578 0.0110372 0.00712019
internal_weight=0 306.345 121.814 260.488 35.9408 221.456 42.8522 25.8107 178.604 160.11 142.626 135.293 14.7596 123.913 34.9244 21.3976 45.856 27.3068 116.299 85.8729 34.1791 15.1631 17.0415 17.4839 39.0321 13.4093 6.98163 102.89 31.4051 71.4848 55.2782 7.61385 14.2935 10.8834 27.0739
internal_count=77334 65402 11932 49577 2525 43914 7290 5318 36624 33004 30393 28655 3014 26574 2448 1503 15825 10573 25466 9407 4850 5693 1972 2611 5663 1849 960 23617 6206 17411 12693 1108 1658 1519 3675
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 8 14 2 13 11 14 13 6 14 6 6 13 6 12 12 13 13 0 6 14 6 6 12 14 14 14 13 12 13 8 6 6 2
split_gain=5.42398 2.34335 0.968323 0.757662 0.811463 0.86641 0.828131 0.735529 0.717286 0.579141 0.509506 0.808039 0.66756 0.745689 0.59071 0.497151 0.480618 0.472736 0.469146 0.465129 0.435115 0.713949 0.453103 0.67345 0.429634 0.413987 0.411129 0.541631 0.403574 0.384781 0.380397 0.526674 0.377924 0.720676 0.551139
threshold=0.00179558846866712 0.38165383040905004 -0.16966924100248615 0.12306568959989624 3.8766307625337511e-05 0.0042360388021944282 0.012299072841127237 0.11342785664526052 -0.0070098981848958413 -0.75392352115088723 -1.2240484744210687 -1.5308837756873845 0.063247217446730716 -0.011019592382086866 0.45388591038893328 -0.0063259284269488762 -0.012538314190603519 0.014258846537957658 -4.187781057323501e-05 0.0066948872990906247 -0.23715764361221156 0.66086595868893871 -0.14953487233477994 -0.16605544624998661 -0.005008987281106366 0.049957905484501207 -0.33485076309114131 -0.15534210938620072 -0.0014693811638425683 -0.0002831036256107765 -0.0024822942431772573 -0.21416957823820607 0.26057899083993136 0.14729682198969349 0.00042365505942143505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 6 20 -5 10 19 -2 -1 -12 16 -14 25 -10 -13 30 29 -4 -6 22 23 -22 -7 26 -15 -28 -16 -3 -11 -32 33 -29 -35
right_child=1 18 8 4 5 24 -8 -9 15 17 11 12 13 14 28 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 32 -30 -31 31 -33 -34 34 -36
leaf_value=0.075522943128349701 0.04406100438957352 -0.02623202425221734 0.043085483852114109 0.048458244301712625 0.040368002537546174 -0.10642535295468084 -0.039632057156359174 -0.068254200422225783 -0.019456175318330531 0.01899306439998983 -0.1096282289235172 -0.039758938882178609 0.063320180828929318 -0.036129136372298136 0.030250293883654213 -0.0059808235741124404 0.025415098944108261 0.076631911053382559 -0.038354291955350422 0.0041420240609503101 0.0021674867087996732 0.047343530033474364 0.0098465091963467165 -0.12833230896832268 -0.010724493684535942 -0.082569917150632333 0.049557554909447861 0.022201543219142032 -0.00017333199883295088 0.0032954524666227504 -0.014461689953600637 0.018604350508212002 0.011884178699461111 -0.13430307598549798 -0.016186175651923988
leaf_weight=1.2449096796335641 4.6404507871993692 15.600282895247803 3.5769102119084009 17.967488787835467 10.527564743431869 0.52261819716659363 1.1345818141126063 1.1575357023975801 32.998443223790673 11.681361413197008 0.55115545747685146 1.1775931834999962 1.9044023295718933 4.6221832014271049 6.4865675816763515 160.7547891984068 28.900981893119024 0.93274475300859094 23.043343585610273 21.511227791255806 1.0861851644003762 4.9188322956906623 11.526203190907834 0.62183362827636557 4.5809766237362046 0.91426366567611772 1.8025183784775425 1.0964051345654282 13.300426368699849 6.1543181939559863 14.399136798194375 7.2385524754936368 2.8488417625194415 0.90857612965919521 0.69891520132659934
leaf_count=77 483 4886 404 1115 1156 57 68 115 6478 1852 57 163 311 426 692 32568 2767 136 8436 4464 118 511 1333 59 580 98 203 138 1406 2503 2067 1125 275 107 100
internal_value=0 -0.00730097 -0.00363173 0.0177869 0.0267528 0.0174386 0.0432261 0.0107741 -0.00621572 0.010908 0.0121506 0.0109409 0.0119686 0.0024927 -0.00105212 -0.00827583 0.0228635 0.00641647 -0.0284111 0.00969434 0.0241939 0.0148141 0.00272368 -0.0453432 -0.0205245 -0.0177088 -0.0127579 0.00192911 0.00980013 -0.0178788 0.00445083 -0.00339996 -0.0135319 -0.0403105 -0.0829475
internal_weight=0 302.532 257.734 120.502 52.8863 33.7842 19.1021 67.6153 218.841 38.8922 66.4577 65.2128 64.6617 34.5831 32.6787 193.753 30.0786 34.2518 44.7979 25.0881 28.6806 18.1531 13.2342 1.70802 5.10359 12.8917 11.9774 7.35526 19.787 21.7546 33.3191 21.6377 5.55274 2.7039 1.60749
internal_count=77334 65402 49577 11932 4997 3814 1183 6935 43914 5663 6820 6743 6686 3756 3445 39046 2930 5180 15825 4868 3177 2021 1510 177 637 1347 1249 823 2098 7389 5044 3192 620 345 207
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 1 6 1 6 0 2 13 8 3 2 6 8 3 2 3 3 0 3 6 0 1 2 13 3 6 13 0 6 6 6 3 13 1 11
split_gain=6.45533 2.19854 1.15339 0.982737 0.786286 0.778574 0.684459 0.632635 0.632526 0.615024 0.603695 0.601709 0.63835 0.544841 0.852378 0.539247 0.47067 0.459034 0.436234 0.432987 0.418548 0.489378 0.404303 0.40156 0.391716 0.389547 0.459258 0.383842 0.381174 0.381056 0.39007 0.355894 0.351918 0.346633 0.395525
threshold=-0.20855330087943 0.029701619409024719 -0.19841985469413267 0.0017912366893142464 -1.5308837756873845 0.00027171625697519636 5.4158874718268643e-06 -0.0033703554946186726 -0.27722103593152425 0.020738024817546833 0.088491208851337447 -0.38247772449275519 -0.21896723225299333 0.086722928099334254 0.036512136459350593 -0.88640494180435769 -0.10878959530418796 0.038335820659995086 0.91277758724754687 0.12084575230798855 0.050270125269889838 0.061066891998052604 0.045893905684351928 0.0052736883742375441 0.99427430095238389 -0.34642487278920625 -0.0094827775046155294 0.066622670739889159 -0.87861779409565177 0.1261287647687141 0.47802318847010844 0.021908229216933254 -0.0015645984747101411 0.00035217132244724786 -0.0047104835945638484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 32 -1 -6 19 -3 16 10 -9 17 -13 14 27 25 -4 -8 -10 -7 22 -22 -11 33 31 -14 -27 -5 -16 -25 -31 -23 -2 34 -17
right_child=1 7 8 13 5 6 11 9 18 20 -12 12 15 -15 28 23 -18 -19 -20 -21 21 24 -24 29 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.052763828481874234 0.042375894436563158 -0.0064795425066498658 -0.015793077039731849 -0.013720934185169412 0.027989582663520887 0.077201027601853836 0.015490199604032976 -0.01540705653186657 -0.012445293366930579 -0.093535885495135515 0.023511280520313399 -0.0088781343292550358 -0.044056909285280978 -0.039561571572816749 -0.019888977138399769 -0.093846393205629514 0.047194125106215727 0.044711838632786063 -0.095813931651671097 0.015643609491243972 0.013152108417392984 -0.10365999874668637 -0.037069599892852904 0.017961828974851931 -0.059962450831023688 0.086141674711509159 0.023470185559876067 0.065362638438732787 0.028557634391610812 -0.077619633820816686 -0.01113875811804408 -0.022970876961629555 0.01709687272062136 0.011601588514367416 0.0034293050054402703
leaf_weight=1.6364354513061687 9.0816338512377133 41.371892692470283 1.8943252321332691 16.436315819562886 44.7938732323164 2.5750533351674667 20.822766530436642 38.804274538706522 43.347461539771757 1.5101888822100571 4.4419977557554366 21.075953068917443 0.79041001941368705 3.1057806455355594 1.8661021235748183 0.68214428261853743 3.1742903018748612 7.2464909572227034 0.636865980719448 2.0541638731956482 3.438647966599091 0.55192826216807489 7.9077450597396819 1.6767163018230338 3.1501869433122911 1.251490862356152 17.799008135447366 0.6375384486746033 12.520057533096404 1.549533879151568 2.0504377264005598 56.91085057528835 13.991412667848634 25.931903826203779 1.0793972541141581
leaf_count=150 705 10446 203 2608 2997 141 2561 8644 7665 242 1052 3045 95 841 254 85 362 1128 207 126 1087 97 2295 267 1260 257 2391 77 2159 236 393 17206 1286 4622 144
internal_value=0 -0.00961895 0.00147301 0.0110648 0.0161817 0.016927 0.0122778 -0.0171048 -0.00979762 -0.0208711 -0.0114096 0.0105703 0.0058353 0.000396588 0.00434132 0.0117072 0.0236535 0.0230342 -0.0136524 0.0498856 -0.0264404 -0.0235462 -0.0461241 0.00386833 -0.0256281 0.0247332 0.0275873 -0.0107679 0.0222734 -0.0214143 -0.0397541 -0.0237459 0.0270468 0.00868567 -0.03424
internal_weight=0 264.779 106.692 57.6388 153.016 151.379 106.585 158.088 49.0529 116.716 43.2463 101.956 73.887 34.5658 31.46 52.811 5.06862 28.0693 43.9843 4.62922 73.4695 64.0516 9.41793 32.9701 60.613 19.8409 19.0505 17.0739 14.3862 5.27669 3.59997 57.4628 23.073 27.6934 1.76154
internal_count=77334 58696 16367 7930 18638 18488 15491 42329 8437 31883 9696 15224 11535 5939 5098 8490 565 3689 7872 267 22187 19650 2537 5747 18563 2743 2648 2685 2413 896 629 17303 1991 4851 229
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 4 2 10 1 3 4 10 3 10 1 3 10 14 14 13 10 3 3 14 14 14 1 14 1 2 4 14 14 4 1 2 8 10 10
split_gain=5.77797 1.44817 1.01747 1.21059 0.931731 0.833407 0.705914 0.529572 0.915965 0.618238 0.575166 0.500403 1.2736 0.900245 0.467604 0.461212 0.463258 0.450837 1.02679 0.628443 0.595659 0.564304 0.679589 0.677633 0.4886 0.47893 0.445728 0.493544 0.632192 0.443355 0.584386 0.440946 0.436398 0.438679 0.433664
threshold=-0.056937832385301583 0.0021715117618441586 0.00018200433987658474 -0.093171555119006919 0.015160148032009603 0.44776499384533969 -8.2277023466303931e-05 0.011232844138363661 -0.13180383713915941 -0.10293104261720591 0.00065433495910838257 -0.94332286482313055 -0.09279207504387052 0.19351162958960602 0.99267578178964555 -0.0048449066434585221 -0.077710586323051972 -0.9969927446724397 -0.93485479537594063 -0.39914646601709219 0.15256325591415229 -0.32549151745182375 0.00020667869102908301 0.067279586877005554 5.8463318055146381e-05 1.7633533389016524e-05 -0.11877524107694624 0.25314686079971038 0.22953829224613945 -0.049287660047411912 0.001225374930072576 0.019783460535109047 -0.09105200092262844 -0.0044202395634595206 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 17 -3 34 -7 9 26 -4 -10 12 -11 32 -15 -8 -17 19 21 -1 -21 22 -19 24 -23 -20 -9 28 -28 -25 -31 -12 33 -13 -2
right_child=1 4 7 -5 -6 6 15 8 10 11 31 13 -14 14 -16 16 -18 18 25 20 -22 23 -24 29 -26 -27 27 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.095304396769354677 -0.011477005849026112 0.013803958980842921 0.014177433424837824 0.036986149588181923 -0.0095168001049074167 -0.016274220355857679 0.004743912215552263 0.10175030750877555 0.045894816646933276 -0.024671705286192284 -0.037569334126934681 0.0041496934111501169 0.038069631858516854 -0.028790220575468779 0.019808941465838684 -0.032560587015360402 -0.067657857791675324 5.4677294242341943e-05 0.049778257733539721 -0.016337462136587984 0.053888708372811137 -0.038766790003594946 -0.069985863399230575 0.014452435760142397 0.042475289951858071 0.010327093031909498 0.027176578195505119 0.068115587328316407 -0.092866326256699286 -0.10110585621194719 0.0049234441101181411 0.0062568197246643045 -0.010051563905320929 0.036005407239267644 -0.03344797639457419
leaf_weight=1.3126891412539405 95.290232325896795 28.352440378061146 39.477714185908553 29.988989647448761 43.289334440160019 14.999328302663345 1.6101555282657525 0.99044495893758799 2.1604993122164151 5.0447796363150692 3.8194899080845044 18.481658949196571 9.0206116457266017 17.032332868853704 2.2401932833599849 6.9510982672145483 8.1939416899913304 2.4412886483478351 4.5286733650136748 2.5221841078746357 2.3177071154350415 0.92314351932145644 3.2026629453757778 1.2913473177468406 3.736920917435782 9.6008024416514655 9.7818843587665434 2.966219880763675 0.45930808752746166 1.3242908464744689 0.8556934879743493 5.7544659355771728 15.156464991276154 5.6427054470404974 9.9188120042672363
leaf_count=55 22213 3734 6084 2853 11115 6351 614 152 159 472 517 3030 1400 3173 352 1958 2791 102 192 167 125 48 248 80 259 663 1705 287 41 80 82 1028 2848 634 1722
internal_value=0 -0.0118079 0.0119179 0.0223349 -0.000287542 -0.0178339 -0.0320326 0.00708432 0.0199624 0.0041051 -0.000710328 -0.00137052 0.0155664 -0.00543904 -0.0231412 -0.0461396 -0.0515493 0.00943376 0.00403128 0.0339365 0.0172922 -0.015396 -0.0396899 0.00146617 0.0263815 0.0229717 0.0370484 0.0321963 0.0217928 -0.0319812 -0.0594869 -0.0112274 0.00324624 0.0116008 -0.0135484
internal_weight=0 208.605 202.075 64.0464 71.6418 136.964 31.7545 138.029 25.9323 112.096 11.7345 72.6187 14.0654 58.5534 19.2725 16.7552 15.145 34.0574 27.9048 6.15258 4.83989 13.7753 5.64395 8.1314 4.66006 14.1295 14.1979 13.2074 10.2412 3.47133 2.17998 9.57396 39.2808 24.1244 105.209
internal_count=77334 50498 26836 4954 14849 35649 11714 21882 3889 17993 1704 11909 1872 10037 3525 5363 4749 2101 1754 347 292 899 350 549 307 855 2185 2033 1746 242 162 1545 6512 3664 23935
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 9 3 9 14 3 15 3 9 14 15 14 15 14 11 6 14 9 9 3 11 14 9 6 6 9 14 14 13 14 14 3 6 13
split_gain=4.98003 1.27463 0.871345 0.84169 1.06787 0.652487 0.648204 0.618359 0.610485 0.729149 0.772115 0.666595 0.618732 0.908019 0.68284 0.612627 0.547648 0.578619 0.538791 0.586797 0.526955 0.532423 0.814765 0.714918 0.577861 0.799835 0.508862 0.533405 0.645013 0.536485 0.489361 0.774085 0.868499 0.754674 0.567836
threshold=-0.056937832385301583 0.44776499384533969 -0.12672558545793619 -0.49138466455042357 -0.1972705742715023 -1.2240484744210687 0.95879579200118326 0.85973896694618535 -0.94332286482313055 -0.1931668554227422 0.13660156562516498 -1.0373757893211197 0.056903639737873067 -0.020906472023062565 0.11342785664526052 -0.0065535294979617619 -0.78181197330127861 -0.45789082002543607 0.85628955194357415 0.85628611699070711 0.020738024817546833 -0.0014323322096819675 -0.61819977435148532 0.6459972056406903 0.13899809790774462 0.94298574421651671 0.054211722506982911 0.32476758177136861 0.38042326480008309 0.015283216858038849 0.042101321321909933 -0.56577024777996154 -0.63821589469443996 -1.0967990447016429 -0.00025651896171887908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 5 -1 -4 18 9 -6 12 -10 15 -14 -15 -11 17 -7 19 20 21 22 -2 24 -24 -26 27 29 -29 -5 31 32 -13 -32 -34
right_child=1 2 6 26 8 16 -8 -9 11 10 -12 30 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 33 -33 34 -35 -36
leaf_value=0.072575818645988749 0.037373658106228391 -0.0091783619538192973 -0.027802280806633242 0.0033551046810808534 0.00022840293086919336 0.015648121969013998 -0.063893715130663706 -0.052400392012605927 -0.080307518245467266 0.0047859156864701888 0.051745268167969774 0.030778612727400768 -0.11019487815960921 0.064982720877284239 -0.057289984274288101 0.050821642273366933 0.0036836457598551317 -0.065162536773276436 0.018322016240093518 -0.035820889920299089 -0.012810113487980231 0.0066760352182376748 -0.010795324870883869 0.058162701192590274 -0.059304650606147737 0.050935549073424249 -0.0051471126968669276 0.081947229616095532 0.018253270455295158 0.085537502710407165 0.051255892588880331 0.037621781561503587 -0.0092401124590911279 7.2800625754689243e-05 -0.12826657890130422
leaf_weight=1.2452905063983042 3.3863401729031457 15.13638734527194 14.286891145064148 36.385463095761224 6.070580370258539 1.3738785034511241 7.6359304496909308 2.9671462682890697 0.72363536962075059 5.1345635957768501 18.097677217436285 1.956579732563114 0.81974097919010125 1.1340420191409055 0.7647156047169118 6.6148015741964645 27.827653181841015 2.4953549651108942 8.4076310733216797 7.0671532609267151 68.490195312158903 43.371030398884614 27.945847831084393 1.3218442097422656 5.1517872656404498 0.75453576873405825 36.742705476644915 2.0104010150535014 7.6014246499398723 0.81205626350128923 3.3345255191088681 16.012448112560378 0.80506254598731175 21.169255969965889 0.79819732159376389
leaf_count=92 604 4682 6275 4991 392 73 3367 559 107 814 1851 253 118 124 95 1006 2490 241 1337 1140 17198 8782 5270 190 1094 167 6954 179 896 91 253 2680 96 2990 83
internal_value=0 -0.0108379 -0.0276321 0.011319 0.0168167 0.00157185 -0.0403733 -0.00715218 0.0228357 0.0320466 0.0379778 0.014892 0.0207563 -0.0222361 0.015738 0.0307037 -0.00121772 -0.0364685 -0.00634289 -0.00765964 -0.00633656 -0.000925021 -0.00947436 -0.0139846 -0.0168018 -0.0452214 0.0036614 0.0105756 0.0315754 0.00514922 0.016455 0.0282449 -0.0139332 0.0070379 -0.0684985
internal_weight=0 205.923 37.0592 199.93 116.378 32.9422 21.9228 168.864 83.4358 38.6361 32.5655 44.7997 14.4679 2.7185 1.89876 11.7494 31.6969 3.86923 165.896 157.489 150.422 81.9314 38.5604 35.174 33.8522 5.90632 83.5521 46.8093 9.61183 37.1975 44.0761 19.5723 3.55984 24.5038 1.60326
internal_count=77534 50665 14324 26869 13758 2896 9642 36341 10862 4400 4008 6462 2157 337 219 1820 2804 314 35782 34445 33305 16107 7325 6721 6531 1261 13111 6157 1075 5082 6355 3112 432 3243 179
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=1 2 2 10 2 13 10 10 1 2 10 0 10 10 2 0 13 2 10 11 6 10 6 7 2 10 11 11 6 0 0 2 10 11 0
split_gain=4.09641 1.48304 0.964797 0.803133 0.674414 0.603424 0.587457 0.892926 0.733078 0.939799 0.616252 0.629152 0.521971 0.506064 0.50288 0.469011 0.523768 0.476961 0.630306 0.435434 0.625323 0.42929 0.700477 0.578237 0.718985 0.562315 0.486986 0.418734 0.416493 0.410206 0.600202 0.475539 0.442305 0.395104 0.3887
threshold=0.05700569041073323 0.0003407260228414089 0.12810061872005465 -0.070182152123353811 0.0049623732920736083 -0.0068444503044926006 -0.19654991179956058 0.014389086956211572 0.0015541940229013564 0.0053361987229436645 0.68616721963547589 0.030182888731360439 -0.063758888514185152 -0.45271075911663511 0.016883014701306823 0.032170489430427558 0.0035948261537236954 0.89063915610313427 -0.069459459031977366 0.0039282811202037632 0.28826862617189014 0.011113259349544378 -0.56423421379624727 -0.0056424335015124649 0.002547162002883852 -0.0044202395634595206 -0.0018038616986444948 0.0093960389508662718 -0.30507619038232253 0.017328563146293167 0.10847490653395654 0.97354626655578624 -0.063292708408721282 -0.0097865230931614578 0.036820996552705772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 27 12 -3 13 21 34 -10 14 -12 -2 -7 33 -6 17 -17 -19 20 -5 25 -23 28 26 -8 -25 -1 -24 -4 31 -31 -32 -11 -9
right_child=4 2 29 19 15 6 7 8 9 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 30 32 -33 -34 -35 -36
leaf_value=0.013566121682972221 -0.0093223030135295946 0.021054647786101496 -0.051532246873971337 0.036539713781248248 -0.042552069094005787 -0.072214505181165664 -0.0046027115183611108 0.022465018456142721 0.051126719930379094 0.01727423872924802 -0.069285935747036939 -0.0056924563430600528 0.043310966230257784 0.014764232485131083 0.011282922028899554 -0.0082187562375449497 -0.026636864994096999 -0.004498903908922075 -0.050488106940621641 0.056039886450658598 0.0057458727527955637 -0.083544486942968191 0.032255060698887235 -0.0060262273272877684 -0.01451938576371057 0.04862211329286021 0.072365095956124004 -0.017715213612523276 -0.034155170101801295 0.0084697264207957545 0.016144007801648864 -0.068744895222525387 -0.1017847786061253 -0.052003488932425894 0.068658426285163762
leaf_weight=34.958613392926054 4.040237942681415 19.893779789177643 3.7450982402006039 18.59889906876197 6.0979924465500508 0.68093503135605615 45.235909920069389 10.562919312833399 3.4513957236631567 1.2268222419661472 2.5978997904458074 3.8780041327117942 3.5308124106377354 37.93547846841102 17.252526048585423 86.782238909145235 26.496559943567263 5.4861335692330613 6.5242446506454126 5.6245185305015175 10.216938915900753 1.5527383650187427 1.0286677628755594 1.3055227459408345 7.3336561396718025 2.0760552614519829 2.0165045107714796 4.8761277464509467 11.522629330400378 6.7261581730126618 0.44282434965134609 0.90491070444659261 1.1286362998216641 2.5024714201717932 2.2012100789579554
leaf_count=2297 745 3229 942 1946 1578 157 9424 968 512 192 408 593 703 5670 3037 22996 8109 1969 2852 583 1188 175 129 135 967 339 219 366 1553 2281 184 326 179 392 191
internal_value=0 0.00744966 0.00270588 0.0194059 -0.0137979 0.00466276 0.0025502 -0.00101311 0.0102701 0.00194439 -0.00423776 -0.0312039 0.0152236 0.0132305 0.00408516 -0.0154702 -0.0141521 -0.0108036 -0.029481 0.0305891 0.0256215 -0.00785036 -0.0185189 -0.0141682 0.00296339 -0.0022672 0.0415581 0.00973701 -0.0287124 -0.0236307 -0.0122758 -0.000686572 -0.0685534 -0.0292133 0.0304312
internal_weight=0 261.478 187.203 74.2751 138.958 174.255 154.361 115.745 43.6732 30.9091 27.4577 6.4759 7.57105 38.6164 20.9818 131.387 125.289 98.7926 12.0104 34.4404 28.8158 72.0717 24.7597 23.207 10.6557 47.312 3.32203 39.8347 12.5513 12.9476 9.20253 7.63107 1.57146 3.72929 12.7641
internal_count=77534 38582 32202 6380 38952 28290 25061 19234 6293 5134 4622 1001 1448 5827 3621 37504 35926 27817 4821 3717 3134 12941 3178 3003 1321 9763 354 2663 1682 3912 2970 2607 363 584 1159
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 4 3 3 6 6 5 4 4 4 15 3 5 5 2 3 5 0 15 2 0 13 2 0 6 3 5 0 15 15 0 4 15 5 6
split_gain=4.27391 1.31927 0.751441 0.701145 0.726304 0.594949 0.590266 0.576445 0.563955 0.562154 0.548769 0.504476 0.64069 0.611589 0.477726 0.655713 0.528456 0.701422 0.704868 0.91304 0.768807 0.475336 0.45977 0.424178 0.423955 0.417845 0.403962 0.398028 0.397088 0.389913 0.458858 0.381941 0.777385 0.530298 0.505596
threshold=-0.056937832385301583 0.0031809881329536442 0.44776499384533969 -0.49138466455042357 -1.5308837756873845 1.8869806247357901 -0.01347428282961482 -0.039991157944314175 -8.2277023466303931e-05 -0.11877524107694624 -0.085283979477152036 -0.95816383979399677 -0.017336965871324581 -0.06953951430293849 0.038938380777835853 0.03210773132741452 -0.014370791946406234 0.23345048725605014 -0.083405962169837478 0.2795435786247254 0.66303405165672313 -0.0029762752992839804 0.062288179993629463 0.1799116060137749 -0.77359544707695205 0.024740461609326306 -0.01019351454296096 0.061772502958774574 0.089578533585517622 -0.093730721896545285 0.00056476501049473893 0.1311549246311188 0.51415466912331953 0.2862439178918596 -0.43758022395785784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 -1 9 11 -8 24 10 -5 13 -13 -6 25 27 -17 21 20 -20 -19 -18 -9 -23 -4 -2 -10 -16 -21 -14 -31 -3 33 -33 -35
right_child=1 31 8 5 6 -7 7 22 26 -11 -12 12 29 -15 15 16 17 18 19 28 -22 23 -24 -25 -26 -27 -28 -29 -30 30 -32 32 -34 34 -36
leaf_value=-0.056926207537591894 -0.019573013690839282 -0.0029606598115641605 -0.056422954075165982 0.1021336962524083 0.0065739879088680345 -0.09459786756406377 -0.016991434895528772 0.014584364398851633 -0.057541338274647441 0.0028887810697648922 0.010051444937636267 0.030935193335058717 -0.021104669412639533 0.042884756166166813 0.018169551910139674 -0.026351434473407615 0.0067646541833672651 0.066219435272671864 -0.028173428321358596 -0.013366108589686768 -0.0656425406197296 -0.019831699583546202 -0.064944852708628445 -0.070625207996354064 -0.0077436704582021596 -0.071374904888735297 -0.026058715267236517 -0.006752526149484836 0.095816540847661572 0.034913724778520436 -0.0062851478578447185 0.010386318560785099 -0.099679393335494262 0.1008802189958261 0.015189467750747429
leaf_weight=1.3546587632445142 27.821835831899083 48.524901587341446 2.0993440340462284 1.1393415502388964 6.0742102233416544 0.61139261012431134 7.1750711478634903 47.811366015082967 8.3588671770157834 78.186790121006197 1.4983069708687242 13.885386223788371 5.140967168845239 19.626794422903913 12.640796765743291 20.719445740403899 5.9640249848598659 3.4092093900253535 4.4849593741382687 0.4881485336809418 0.50805014953948546 11.225472608726703 0.73814307834254478 1.9262348017946358 12.105737616837358 1.6494415454217222 7.9538428445375748 12.997488983142828 1.0487549315439535 4.9241395543795097 5.9942672085016966 13.839122616256651 0.57732774346368287 1.3900018953136171 1.3644350963877503
leaf_count=130 5816 11454 711 152 809 103 798 4474 3007 12622 234 2093 1008 2274 2610 5394 1408 877 1075 141 121 2912 121 424 5628 330 2610 3376 290 543 1508 2063 93 143 182
internal_value=0 -0.010053 -0.0156948 0.0107473 0.0158549 0.00367717 0.0167402 0.00946521 -0.0295055 0.00442057 0.0498267 0.0240255 0.0152045 0.034303 -0.0116764 -0.00745736 -0.0141497 -0.00544843 0.0160993 -0.00537927 0.0491176 -0.0166521 0.0133752 -0.0272711 -0.0149379 -0.0224723 -0.0421909 0.00553515 0.0611381 0.00160322 0.0122953 0.00157503 0.0143929 0.0183617 0.0584325
internal_weight=0 201.097 135.402 194.161 112.725 81.4358 111.37 55.7246 30.5178 80.8244 2.63765 55.6458 29.9448 25.701 104.884 75.4126 49.7743 29.0549 9.93912 6.02186 3.91726 19.1157 48.5495 13.1517 14.2051 29.4713 16.3127 25.6383 1.5369 16.0594 10.9184 65.6958 17.1709 16.5936 2.75444
internal_count=77534 50665 36730 26869 13758 13111 13628 5393 11956 13008 386 8235 5152 3083 24774 18628 12642 7248 2504 1506 998 4744 4595 3336 6339 6146 5617 5986 431 3059 2051 13935 2481 2388 325
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 1 6 3 9 3 10 9 6 1 8 9 8 9 1 9 3 6 6 10 6 6 10 7 9 3 7 7 9 9 7 1 3 6 3
split_gain=3.81511 1.28853 0.876456 0.666877 0.773531 0.599579 0.586802 0.549163 0.878514 0.594556 0.533532 0.497634 0.807433 0.625759 0.627569 0.657301 0.490944 0.473014 0.465569 0.406813 0.395747 0.37419 0.387245 0.372421 0.458394 0.857251 0.480539 0.368701 0.336638 0.376544 0.330591 0.322688 0.324542 0.316227 0.544741
threshold=-0.056937832385301583 0.0020645097829401497 -0.31036913572484753 0.44776499384533969 -0.12672558545793619 -0.99421100893232495 0.77489507524597112 0.084223844800197581 -0.13645908722732192 0.0020645097829401497 -0.017948363868716202 0.85628955194357415 0.11881237755973136 0.85628611699070711 0.14317514747381213 0.57723551942272133 0.95879579200118326 1.0317385253256202 0.21577403583241159 -0.089111381016265798 -0.89124644856131952 -0.97883209379189007 0.81941688592205264 -0.066839697270222903 0.85041630793358391 -0.83374782664759539 -0.59797409080033936 -0.064543103758463852 -0.48048521778879544 0.85316287084846865 -0.35637607661839682 4.650508162740153e-05 -0.99253811579137607 -0.27126784666998088 -0.9969927446724397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 19 7 -4 8 9 -1 33 13 -13 14 15 -3 -6 -17 -10 -5 21 22 -7 24 -22 26 -26 -11 -16 -30 -20 -25 -33 34 -9
right_child=1 3 6 4 16 20 -8 10 18 27 -12 12 -14 -15 28 17 -18 -19 30 -21 23 -23 -24 31 25 -27 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=-0.076131215603927049 0.029624469193812175 -0.0066912053296072169 -0.0041532864756278461 -0.01239249704795028 -0.026505926773586853 0.0085944779151106068 -0.11995205661346492 0.038378187354249631 0.062897877113943332 0.04020593557644813 0.11135219782386192 0.03477635859994406 -0.0324360706153103 -0.046228246894843214 0.0073380255868909262 0.04662108932297785 -0.059565457756588884 -0.041776973634214218 0.061211495341334105 0.049003770850514383 0.0054007177040825589 0.066824184572964823 0.065200870108603023 0.025273281532892891 -0.057457725667527416 -0.032426323346747762 0.037342237441263415 -0.045224081441806355 -0.024122360858009808 0.031660324359749269 -0.0018751603766585475 -0.050022178451795289 0.0094066884238219756 0.051180473808631013 -0.043410683754635582
leaf_weight=1.5643286399135834 13.086168905429078 79.04837571218377 9.9732452915050054 13.407481395835928 13.236099893376378 7.2148556166939652 0.45768869924359101 2.6657580976025206 2.7631438178614189 1.2389763992687224 1.0237221244169639 5.8182195830740948 2.5798709752270952 4.8504346227273336 4.2406610541511318 3.797159132671367 6.7995937043906443 0.72012374259065826 1.0569633853738194 1.1736981442591048 57.015722794618341 1.9242599646095175 1.4516863405006004 13.856330198126669 0.63240680936723936 9.0790368667803687 3.4609333447297095 0.85299311058770388 37.692072077697958 1.2502258900785808 3.8793188233466935 0.93031943435198527 74.973801289024777 5.235719031043117 1.1725083011260711
leaf_count=114 1212 18763 1443 4036 6241 864 43 238 191 127 91 877 474 915 1227 605 3357 83 60 598 9558 295 112 1023 66 1247 364 102 10569 222 282 101 11405 500 129
internal_value=0 -0.00958569 0.0123888 -0.0125452 -0.0249732 0.0101948 -0.00923431 0.0259507 0.0108636 -0.0294987 0.0429175 -0.00947218 0.0141289 -0.0109783 -0.00962935 -0.00457109 -0.0377255 0.0325291 0.0300308 -0.00745046 0.0082127 0.0269334 0.0180763 0.00697313 0.00151633 -0.015297 0.022696 0.00537215 -0.0194179 -0.0223315 0.011633 0.0112401 0.0086783 0.0351967 0.0133934
internal_weight=0 198.131 23.5171 174.614 34.6169 191.993 10.4309 21.4534 11.3557 3.6563 10.0977 139.997 8.39809 131.599 126.749 83.5657 20.0357 4.51728 7.69943 14.5812 170.539 10.5908 8.66654 159.949 70.1881 13.1724 4.09334 2.09197 43.183 38.9423 4.93628 89.7605 75.9041 9.07399 3.83827
internal_count=77534 50665 2698 47967 14232 26869 1486 1834 876 343 958 33735 1351 32384 31469 19451 9598 688 533 4634 25035 1271 976 23764 11235 1677 430 229 12018 10791 342 12529 11506 867 367
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 1 3 9 3 3 3 9 7 3 10 7 10 9 9 9 10 3 15 9 13 15 15 3 15 1 13 13 10 7 9 9 15 3 15
split_gain=3.68372 1.05425 1.05205 0.946834 0.902035 0.71665 0.696623 0.620397 0.625142 0.592784 0.560618 0.533154 0.520725 0.51503 0.902084 0.724838 1.09524 0.619325 0.50513 0.500834 0.485172 0.552171 0.538673 0.478829 0.478822 0.726096 0.720814 0.487291 0.46227 1.51603 0.526501 0.463423 0.455897 0.443293 0.427344
threshold=-0.012748135020956395 0.0030787520809099083 -0.49138466455042357 -0.13833530314600326 -0.89729943638667453 -0.91146056397701603 -0.99640166945755471 0.094445489244364869 -0.060118950515436413 0.99427430095238389 -0.45095191509853044 0.14488252889880146 0.011232844138363661 -0.42447059611136456 -0.42507187894151266 0.71765145599649405 0.0043166442997553791 0.95236005529295664 -0.070773493055621181 0.31424156737583236 0.0077519272421491918 0.21807355178640328 0.74293347990439507 -0.83374782664759539 -0.35622227655533212 0.00048593287647236144 -0.0031674027375509085 -0.0023130119829906305 0.68616721963547589 -0.20938135429990712 -0.14764199100307476 -0.53482484295196764 0.72231779545525054 -0.87332270777551446 -0.69286812920285179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 5 -5 6 -1 10 -9 13 -4 -2 18 14 17 -15 -17 -3 23 -10 21 -21 -23 -6 26 27 -8 -26 31 -30 -31 -12 33 -20 -18
right_child=1 9 7 4 12 -7 24 8 19 -11 28 -13 -14 15 -16 16 34 -19 32 20 -22 22 -24 -25 25 -27 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=0.019442706552661008 -0.0067993518830092971 -0.013742660381444553 -0.091454258272403596 0.033622351084189303 0.021176957849940493 0.017915339015195261 -0.12235476065375957 -0.021312312214064797 -0.015534369117767184 -0.053339022556545927 -0.05793412088994522 0.031177803429569204 0.041133720591098287 -0.021433569645900024 0.048435898194332069 0.051889622723866241 -0.061499172675705031 0.042427640318536131 -0.032405978370577931 0.036879395240101184 -0.04565999206369787 -0.024828094052490507 0.058634207002469629 -0.038642185293876682 0.076736975620732617 -0.025965380165121489 -0.025256449262802284 0.005665922925730385 -0.088689410535573915 -0.042644812295263783 0.037653942208224156 0.010245551018058607 -0.041505293389871106 0.024345650842696211 -0.0061711745503604393
leaf_weight=7.5322684591083116 7.1113080507784598 20.448186562396593 0.58108758856542309 34.720688273799169 1.9050884620810391 21.767902614432387 0.90890093252528448 20.092618430920993 8.8816570766648528 3.9460745740070697 1.0106996313552361 7.6985751120955683 4.2230358979431903 83.653832726249675 3.1922056720359242 3.2933300448603431 1.5073606802034252 2.1713709752657442 1.5477582279563673 7.8769257880921923 1.2032933063455846 3.5834122175874654 0.98608965461608011 4.4964254992664854 1.2111502979532813 8.0261735809981456 4.8135272661747939 4.7414490037481256 2.0810103100957349 1.119151425315067 3.0199269796139552 73.213828403138905 1.4149553091847327 12.42923750005138 18.897462976405219
leaf_count=477 1049 5167 132 4715 361 2187 67 4369 2529 1786 187 793 608 27479 620 601 227 825 269 1159 208 472 111 887 71 1007 379 241 271 214 493 11114 249 2211 3911
internal_value=0 -0.0124046 0.00760324 0.01473 0.0230733 0.00438861 -0.00642339 0.00127824 -0.00848789 -0.0151425 0.00641576 0.0129422 0.00899485 -0.0140106 -0.00132765 -0.0170601 -0.0016217 -0.00835058 0.00276713 0.00294843 0.0149749 0.0208369 -0.00681709 -0.02084 -0.0163127 -0.00633803 -0.0406787 0.0201265 0.00712272 -0.0190636 0.0159422 0.00931716 0.0125854 0.0180612 -0.0102584
internal_weight=0 151.92 233.388 109.739 60.7372 49.0014 27.2335 123.65 42.624 137.11 81.0257 14.8099 26.0165 133.164 25.8118 107.352 23.6982 22.6196 21.7935 22.5314 13.6497 12.4464 4.5695 6.40151 19.7012 13.9788 5.72243 5.9526 80.4446 6.22009 4.13908 74.2245 15.392 13.977 20.4048
internal_count=77446 42458 34988 13729 9300 4429 2242 21259 8848 40616 12411 1842 4585 38830 6612 32218 4739 5992 3977 4479 1950 1742 583 1248 1765 1319 446 312 12279 978 707 11301 2729 2480 4138
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 3 4 4 15 12 15 6 3 15 12 6 4 6 4 3 6 15 6 3 4 15 15 4 10 3 4 12 11 4 11 11 15 4 3
split_gain=3.31762 1.51829 0.617967 0.612078 0.572059 0.490409 0.489947 0.453625 0.504714 0.803625 0.407457 0.43628 0.621852 0.529637 0.434126 0.689928 0.589733 0.556937 0.488928 1.00445 0.418788 0.39724 0.583112 0.486747 0.61864 0.452233 0.39149 0.390475 0.422515 0.368235 0.35194 0.345671 0.341903 0.483685 0.473779
threshold=0.044316150248050697 -0.49138466455042357 0.00031263194978237158 -0.013610310852527617 0.0091558157097588761 0.00087906928625309979 1.2991545835695379 -1.5308837756873845 -0.99421100893232495 -0.99422601643960784 -0.016260330910499107 0.1261287647687141 -0.049287660047411912 0.14729682198969349 -0.00038454914465546603 -0.93485479537594063 1.2683995353219919 -0.070773493055621181 0.8002634690053595 -0.7514772512950002 0.0017021753592416646 -0.78791216461216707 0.12678600547586891 0.044514805776998408 -0.19654991179956058 -0.94332286482313055 0.54420686885714542 0.013422909238687985 -0.010944071893446967 -0.0027289335266686972 0.010486361903152185 0.0064402918731935365 -0.036152375157189991 -0.12897472269833085 -0.11990887066349386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 -5 -2 7 -1 -9 -10 -11 27 -13 -14 15 17 29 -15 21 20 -20 -16 23 24 -23 -24 30 -12 -29 -17 -4 32 33 34 -3
right_child=5 2 26 4 -6 -7 -8 8 9 10 11 12 13 14 18 16 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.045247618372419446 -0.022999160155823494 0.10982675461259583 0.00093819454570917647 -0.022665640685899168 -0.0014667940464665236 -0.0076418375334137978 -0.048159677766462891 0.030165404031169959 -0.033756125339279075 0.058589296396068163 0.017418661369570227 -0.030268756884162765 -0.064149534079221013 0.048710525036215396 0.052685605442695141 0.049100591633543293 -0.010353461400816728 -0.032645212352357088 -0.035415069031840107 -0.038745105775114697 0.054960748598872282 0.038502974656713394 0.063028822301990597 0.0011059883606273958 -0.063255131909012441 -0.006852667128998494 0.043055646361108466 0.0089566774721561541 0.082166161110797595 0.11326950320390342 0.016778822573218301 0.022143528111853196 -0.013667036260290314 0.0018294740034717938 0.0078460933602849704
leaf_weight=1.2327976243977889 55.120919347253221 0.87472652760334313 76.168503665838216 29.800120004561904 22.222317985448171 33.388895663170842 1.2401605393970374 19.768778694273351 3.6075598948809775 2.0411322843865483 39.840039992352104 4.3306064362550378 0.93326352721487538 1.2596181283151966 1.004667681816495 4.3872627988021113 1.4071455012017393 2.5346593595022568 0.57141685480019067 1.8873371189110901 4.9923574357962934 0.69906365216592714 1.4543732440652091 3.3684394953088486 4.1101271789812195 2.5493016039399654 2.6191010995389652 1.3037344894692071 1.9941066182800558 1.1232424819027027 17.191297180135734 7.7018226243671952 12.994873071591426 13.335642112520874 0.95064941665623226
leaf_count=133 17219 109 13945 6081 4607 11504 128 1759 425 382 5079 707 95 152 147 615 231 320 73 342 784 118 209 634 558 364 289 154 181 139 2858 1461 2780 2662 202
internal_value=0 0.00489941 -0.000622695 -0.00668144 -0.0136102 -0.0172059 0.0143316 0.0150599 0.0157669 0.0124338 0.0144711 0.013342 0.00531358 0.0100869 0.0122969 0.0286307 0.0474261 -0.00563686 0.00381867 0.0242946 0.0456789 -0.00775185 -0.0127365 -0.0280454 -0.0484636 0.0185325 0.00492481 0.020156 0.0532243 0.0621806 0.00385509 0.00337078 -0.00176435 0.00843772 0.0567156
internal_weight=0 291.5 183.859 87.8802 52.0224 88.5098 107.641 106.401 105.168 85.3995 81.7919 79.7508 36.6129 32.2823 31.349 10.7119 6.91765 3.79428 20.6371 7.45111 5.56377 13.186 12.1813 8.17763 4.80919 4.00367 95.9789 43.1379 3.29784 5.51051 93.3598 35.8577 28.1559 15.161 1.82538
internal_count=77446 48723 34994 17902 10688 28723 13729 13601 13468 11709 11284 10902 5488 4781 4686 1457 985 472 3229 1199 857 2030 1883 1310 676 573 17092 5414 335 754 16803 7214 5753 2973 311
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 1 10 10 5 5 5 5 5 5 11 4 4 5 5 4 4 5 12 5 10 5 8 8 1 8 8 11 4 6 5 4 5 4 10
split_gain=3.24327 0.666372 0.536659 0.614195 0.449821 1.17978 1.46789 0.63839 0.570132 0.416385 0.446158 0.431724 0.660613 0.619132 0.413855 0.377294 0.372394 0.380844 0.639917 0.652699 0.616257 0.442786 0.365155 0.359087 0.355026 0.3523 0.348175 0.338958 0.324238 0.319691 0.351713 0.298328 0.297684 0.322702 0.293237
threshold=0.027465895749628547 1.8303015167475681e-05 -0.45095191509853044 -0.4509362535116449 -0.014370791946406234 -0.076294630260388629 -0.076839542186349738 -0.01436983011459903 -0.01152007574186689 0.19887782597413167 -0.01606131796315333 -0.0001216700838995166 0.00031263194978237158 0.099804394979481195 0.12137493621274288 0.38596912752836948 0.10236121295019986 -0.01436983011459903 -0.0046990116046457175 -0.008983132448164571 0.68616721963547589 0.095288960356412503 -0.29470888353826735 0.44133902861187896 0.11366653442382814 0.16333867843530717 -0.14181540414574786 -0.034659032275775624 -0.061308454722166054 -0.74290347660062672 -0.10929958120212679 -0.17987312376499173 -0.07683836389876296 0.0023513529449701314 0.6861634150630862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -2 -4 5 6 34 -6 -9 10 -10 14 13 23 -12 -11 17 20 21 -20 29 -19 -8 -13 -16 -15 -1 -21 -7 30 -3 -29 33 -24 -5
right_child=2 16 3 4 7 28 22 8 9 15 11 12 -14 25 24 -17 -18 18 19 27 -22 -23 32 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.014356515597787898 -0.055955305009331713 -0.036717229201921033 0.039137924259451812 -0.019292880769974666 0.025011224267088145 0.022708466601465443 -0.047046288670683195 -0.037042904544507975 0.018398952630688293 -0.026774889889770084 0.010656377472121288 -0.036126572712456305 -0.00062797450523657079 0.042656878141370431 0.011534591472627354 0.091571099452506244 0.016254742210421606 -0.031233048282272191 -0.082174931302600562 0.076320752465042316 -0.058906701145625601 0.0096582462716643062 0.077629670904347331 0.041064573291864734 -0.053130589502713647 -0.057932061773177071 0.04375287241162578 -0.048824582513377679 -0.034955028843058997 0.0084730988337339847 0.034167984983580146 0.0048847432562194549 -0.018581669542229933 0.028533348188313712 0.0016319919857803609
leaf_weight=8.9622508502798173 2.5570259711676036 0.76240685400261909 2.5264434687560415 27.071615066266531 6.176252144156023 1.0125626516965009 0.47392528131604184 6.377920637416536 8.4339977230701972 11.001340244027229 19.300826374412278 15.508637089053099 22.048286930410541 1.7938752389454742 1.4372323034185677 0.27614636204089116 32.401838453286473 9.7396575079037557 0.8743985329347187 0.65565157792298023 1.2803722053067748 3.6369175660947795 2.5618719954509288 0.62701439192460462 2.0745067291863961 0.43204509033239435 7.3199202406976829 1.0497782698112121 26.377138049349014 61.274300254044647 8.54672264063265 69.590064138104935 0.67299923388054494 2.8041173048550263 8.8986005997285229
leaf_count=674 871 171 635 8798 2247 379 53 3070 1632 3080 5037 3715 5272 380 340 49 4552 1211 298 69 184 660 606 227 520 135 552 137 8556 10915 1176 8684 169 524 1868
internal_value=0 0.00815742 -0.010488 -0.00979551 -0.0105431 -0.0166402 -0.00620672 -0.00608161 -0.0082318 -0.00601612 -0.00320513 -0.00608716 -0.012296 -0.0263068 0.00491111 -0.023877 0.00649201 0.00448242 -2.58592e-05 0.00369767 0.00984907 -0.0201152 0.0374773 -0.033127 -0.0266654 0.0231328 0.0275721 0.00475085 -0.0328233 0.0110963 0.0283626 0.00408657 0.0441105 0.0519733 -0.0141163
internal_weight=0 206.094 170.444 167.887 165.361 69.8728 42.4831 95.4881 89.3118 82.9339 71.6564 63.2224 40.4099 18.3616 22.8126 11.2775 189.812 157.41 85.5465 72.1699 71.8638 13.3766 6.51291 16.1357 3.51174 2.22592 16.2822 71.2955 27.3897 70.5834 9.30913 70.6398 6.03899 5.36599 35.9702
internal_count=77446 29283 48163 47292 46657 20953 12018 25704 23457 20387 17258 15626 9729 4457 5897 3129 28057 23505 11059 9188 12446 1871 1352 3942 860 515 1226 8890 8935 12262 1347 8821 1299 1130 10666
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 1 3 3 13 14 13 8 14 10 10 10 13 8 14 14 15 3 13 0 8 3 14 14 15 0 14 0 15 8 8 15 10 10 14
split_gain=2.81563 0.998081 0.580967 0.514576 0.456073 0.454797 0.432954 0.381814 0.394269 0.372673 0.561647 0.502267 0.363545 0.355519 0.350151 0.406613 0.334048 0.321174 0.490147 0.474609 0.470188 0.317033 0.747015 0.718035 0.498713 0.347797 0.325509 0.31312 0.311374 0.308279 0.305045 0.382809 0.333006 0.440986 0.300942
threshold=-0.045899813761934631 0.0032880195649340753 -0.49138466455042357 0.99427430095238389 -0.0027190651285205259 1.1186510443739539 -0.011019592382086866 0.091342989461476495 -0.073923415770408674 0.6861634150630862 0.68616721963547589 0.434768163754151 0.018060798876887676 -0.062680903917539429 0.44312016589882325 0.88921428100664912 1.2991545835695379 0.0061877357074990877 -0.00099429544150203618 0.13842070102691653 -0.13381388587170742 -0.99421100893232495 0.14154590497666167 -0.39914646601709219 -0.99422601643960784 0.00015871363575570288 -1.4428570648965395 0.035385776311159141 0.14822275125036913 0.015161407757866561 -0.37243463772262703 -0.28291350757905215 -0.18996980230800936 -0.063758888514185152 0.75947012449191931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 4 9 6 28 13 -9 11 -11 -3 -4 14 -6 -16 21 18 -2 -19 -20 22 23 -8 34 -24 -26 -10 -1 -12 -25 -32 -33 -34 -23
right_child=1 3 12 -5 7 -7 16 8 27 10 29 -13 -14 -15 15 -17 -18 19 20 -21 -22 24 25 30 26 -27 -28 -29 -30 -31 31 32 33 -35 -36
leaf_value=0.027569611726523609 0.021959269377686521 -0.0035248480270986416 0.0012284367901595774 -0.049119165347065299 -0.027725185625003493 0.052681957864278463 0.049551365737290513 -0.010403327248396833 -0.053343354752911069 0.05352378229495855 0.022665711250501566 -0.047790428208165162 0.056813195811036145 -0.0060498249272926165 0.054470042453354788 -0.052149773438684779 -0.042112186956431957 0.029932720387243508 -0.053695259784788854 -0.064214052141940189 -0.00084797722994560593 -0.013447220283247928 0.070448186114461492 0.048592367701739678 0.074595268691698691 0.029328155513978757 0.0094446584207078799 -0.024994323885657373 0.08888274625124809 -0.042062280826355776 0.033368110321516702 0.0083584264978004159 -0.098980561464110203 -0.024388170492334046 -0.085857008936059909
leaf_weight=3.5583840655890517 6.1899804759887038 39.135836765730346 84.732876233410934 3.6839451477753746 15.045679041453697 2.82097626691393 2.4986355673754588 15.690970069270405 4.900022166119018 2.7329989755526176 1.4838852221728305 2.7429783463740014 1.1932179716386588 49.480460766462784 1.1309111671871495 0.52315472823102016 1.1887765555875365 8.7646746624086482 2.2952314915019079 0.57029796310234893 6.3172650075866867 2.644021714047994 3.1190593895735201 0.72770440179738205 0.77487988653592665 6.0403985310476855 74.258037936493565 19.01724738327357 1.0795659712457562 1.4595117498247416 1.1196375722211085 1.5264212908878101 1.1384821032115722 2.6085146038058182 0.73311595257837314
leaf_count=645 721 11237 14405 1786 3433 327 156 5211 1208 525 315 539 210 14156 256 91 127 1112 271 75 916 312 204 64 57 555 10307 6991 209 259 79 125 97 369 96
internal_value=0 -0.00927622 0.00810902 -0.0121863 -0.011299 0.0130685 0.0119838 -0.0149555 -0.0227212 -0.00316501 0.02088 -0.00642415 0.00200032 -0.0103078 -0.0229241 0.0207479 0.0105761 0.00965541 0.000495018 0.024181 -0.0149318 0.0112206 0.0228913 0.0034291 0.00842553 0.0433307 0.0101175 -0.0308023 0.0418413 -0.00943029 -0.012755 -0.019738 -0.0310133 -0.0470522 -0.0291661
internal_weight=0 181.165 191.763 157.028 153.344 105.837 103.016 105.788 39.6082 47.5552 5.6764 41.8788 85.9261 66.1802 16.6997 1.65407 98.3777 24.1374 14.8025 9.33497 8.6125 97.1889 18.7789 9.6194 78.4101 9.15946 75.0329 23.9173 4.63795 2.9434 7.12076 6.39306 5.27342 3.747 3.37714
internal_count=77446 49102 28344 46007 44221 13729 13402 31346 13410 12875 1099 11776 14615 17936 3780 347 12548 3095 1908 1187 1187 12421 1649 890 10772 759 10364 8199 854 574 734 670 591 466 408
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 2 2 4 8 1 13 4 13 12 2 8 8 7 1 3 8 3 3 8 2 4 13 3 1 4 7 12 8 3 12 1 4 12 13
split_gain=2.33036 1.13853 0.679973 0.504521 0.526292 0.470882 0.552461 0.425823 0.38954 0.457369 0.388176 0.373269 0.347246 0.320011 0.316712 0.312022 0.309292 0.300569 0.40105 0.299043 0.354874 0.376657 0.293088 0.289739 0.277881 0.320074 0.272227 0.265274 0.28134 0.347996 0.27834 0.272523 0.263385 0.261651 0.250983
threshold=0.01941897347569466 8.4622974100057049e-05 0.032029911875724799 0.097903650254011168 0.049621349828452295 0.22615503519773486 -0.0018572666528566784 -0.3022452443838119 0.011507649041280111 0.00087906928625309979 0.099722892045974745 -0.35564229116297336 0.10942453646925157 -0.23093407511177944 0.00043923380144406115 -0.40462574577395566 -0.047891843176433573 -0.59664517431519914 -0.46729636425152415 -0.016462614947051164 0.097939509898424162 0.17046826239675286 -0.0034459061362752549 0.99642940105468381 0.0055096952710300693 0.044514805776998408 0.082082157797921509 -0.020273011811182767 -0.013672785980898246 -0.98911370569840062 0.0031072430347065367 7.4410377237654765e-06 -0.16102124378085134 -0.0025056902294436569 -0.0007032505044849615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -2 8 19 6 7 -3 9 34 15 26 16 -11 -6 -7 -13 -18 -19 20 21 -5 -16 -15 -14 -26 33 -1 30 -30 31 -29 -33 -9 -4
right_child=2 5 3 4 14 10 -8 11 -10 13 -12 12 24 23 22 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 -32 32 -34 -35 -36
leaf_value=0.07667393424743775 -0.069337208792465341 -0.0959056852316401 -0.011585804297948152 0.037902936386497423 0.084533260296514479 0.012861122177102247 -0.00047539964547060133 -0.011293994785082931 -0.045119568992234092 -0.029702892795503883 0.032000946040898447 0.011849344923343981 0.070985293335814437 0.0019129607607164265 0.033799698003193913 -0.030283243566996795 0.038717731108137296 -0.091692555263503756 -0.0046671350762241817 0.072373011558272721 0.074424483993557874 -0.07082624621551134 -0.057907268885290276 -0.058407044800771274 0.035487811942533878 -0.054454119625551259 0.051400407423283903 0.045850849206635041 0.093696489918574655 0.019476263000642206 0.026335172947111896 0.056327484709274393 0.004102082064327218 0.034986937117710108 -0.024817980186509065
leaf_weight=0.79947335016913612 2.0706884335086206 0.37388005373941169 32.823087690114335 0.63784127101826038 0.24805694818496737 2.0373346391133955 136.76466162915312 2.1160127076873323 3.6682634849803426 3.9855195629352229 1.4661720943113312 35.820491515863978 1.5015738926012994 30.92318548333424 0.46031345397932488 9.4575447583847545 1.5416948130077823 0.54575271130306902 17.835478513865382 1.6395281900768157 0.64924267611058883 0.63658460893202573 1.4345820045273279 0.81736129801720281 1.7993236241163688 0.50719307083636511 3.6272888151870575 1.9103671933989996 1.0844396933098326 1.5132585382089008 16.965388601718587 1.0118706150860841 21.148165688002337 2.8899090683044033 25.448180051665986
leaf_count=65 465 72 10069 64 20 450 24539 280 1550 1100 412 6191 178 10484 119 2660 312 90 3711 293 133 87 397 386 461 65 434 145 83 146 1310 89 1833 436 8361
internal_value=0 0.00500038 -0.0125982 -0.0114616 0.017441 0.00203028 0.00319722 0.0105236 -0.0131503 -0.0119027 -0.0164557 0.0111072 0.00829002 -0.00299407 -0.0217201 -0.0226364 0.00629416 -0.00369379 -0.00725099 0.0409931 0.0142481 -0.016408 -0.0356295 0.00035964 0.0375057 0.01571 0.0305396 0.0195914 0.0185455 0.0504604 0.0165252 0.00961096 0.0064868 0.0154239 -0.0173645
internal_weight=0 262.717 105.442 103.372 5.70615 218.284 205.323 68.5586 97.6656 93.9973 12.9611 68.1847 59.5515 35.7261 2.14295 11.4949 55.7434 19.9229 18.3812 3.5632 1.92367 1.27443 1.8949 31.7405 3.80809 2.30652 8.63321 44.433 43.6335 2.5977 41.0358 24.0704 22.16 5.00592 58.2713
internal_count=77490 43962 33528 33063 1113 40291 36769 12230 31950 30400 3522 12158 11008 11970 536 3110 10304 4113 3801 577 284 151 516 10870 704 526 1150 3671 3606 229 3377 2067 1922 716 18430
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=3 2 9 11 2 14 9 9 9 15 1 2 11 3 1 2 1 3 9 9 2 1 11 9 3 2 11 9 14 9 3 3 13 3 13
split_gain=2.19327 0.961525 0.790346 0.581606 0.557281 0.446738 0.443204 0.645143 0.584366 0.524487 0.517501 0.499651 0.470125 0.431297 0.575568 0.408077 0.669232 0.40455 0.404321 0.637047 0.883693 0.540382 0.53253 0.531838 0.560712 0.512834 0.494112 0.491668 0.479991 0.432269 0.424632 0.403579 0.364532 0.364364 0.36176
threshold=0.01941897347569466 8.4622974100057049e-05 -0.093614668645105412 0.0093960389508662718 0.032029911875724799 0.37022664697071545 0.17495424795413836 0.1253045203236561 0.12530445398093593 -0.066008741359681947 0.045774914324283607 0.050121655687689788 0.0051100951424863364 0.83448510375455964 0.20185661315917972 0.60031327605247509 0.53572842478752147 0.04825199663173408 0.85628611699070711 0.85628955194357415 0.00079695001477375637 0.027465895749628547 -0.0019002662383401853 -0.42507187894151266 -0.99421100893232495 0.0099086901172995585 -0.0064202523983019613 0.71765145599649405 -1.2240484744210687 -0.53100853576375984 -0.18500902689993379 -0.30757182789966458 0.0038317245566541007 0.78903780615655716 -0.0040515850077885779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 32 7 8 -6 13 -11 -12 -13 14 17 16 -16 -8 21 20 26 23 27 28 -25 -21 -20 30 -3 34 -23 -22 -1 -9 -30
right_child=4 18 -4 -5 6 -7 9 33 -10 10 11 12 -14 -15 15 -17 -18 -19 19 25 31 22 -24 24 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.0095202812038523189 -0.064737694459784181 0.05364171245567334 0.032826407907327493 -0.034147138674199329 -0.012378224679101293 0.040436729441065342 0.049288542406754635 -0.021227833821330852 0.083407733886014829 0.027315551454984696 -0.085539379180135627 -0.0001217160301706489 -0.043056121708782265 -0.05370754691086508 0.070946842761583487 0.15718692847143564 -0.033747069247160498 -0.012896661133212674 -0.020480456375803886 -0.057765189547517463 -0.0063088129740140877 0.0035570984458130686 0.0046199882130129677 0.051433177840139621 0.0097619965724936447 0.047746589716349624 0.041622202108472825 0.043454146495141593 -0.04811134453668181 -0.075106543539973245 -0.024021524368334587 -0.033860278513115724 -0.0395815594264625 -0.058924237312495568 -0.0020552105950810765
leaf_weight=14.485091917362306 1.9883517847338215 1.2850002793129558 20.284936511488922 3.1406636313186018 65.960929322864104 4.3678601886495008 1.4306219321297247 5.6648694734685687 0.64312496216734771 2.8640460253300253 1.0576034271070955 8.0167518496382382 3.740254431617358 0.7620617564753055 2.4113163266956699 0.35644129337742914 0.81758913785597531 3.8928712424894911 1.9076361614279447 0.5442070916469669 8.9796848560217821 7.7298244608391604 37.202908450839459 3.3459529180327072 92.380298208681779 3.0003705211274792 3.901198683306581 1.4455233960179601 1.8754955905024022 0.9531875541433682 20.102010943854111 13.033494476228947 1.6881713766197197 4.6844252853261423 18.812928572733654
leaf_count=941 465 138 2143 229 21303 240 286 2638 378 622 147 2207 1076 432 564 196 209 812 198 91 1171 1810 9624 457 15997 459 435 212 188 168 5114 2060 118 2193 2169
internal_value=0 0.00485727 0.0183398 0.0059311 -0.012304 0.0120589 -0.0112849 -0.0150626 -0.0114533 0.000183094 -0.0111139 -0.0197028 -0.0137804 0.0184979 0.0246744 0.0556465 0.0444374 0.00381483 0.00211925 -0.00837963 -0.0134664 0.00389804 -0.00331969 0.00794208 0.0112185 0.0315471 0.0212275 -0.0134087 -0.00573823 -0.009264 -0.016362 -0.0226214 0.00439501 -0.0382904 -0.0062304
internal_weight=0 260.466 43.9667 23.6818 104.291 20.5411 102.303 76.9533 66.6041 25.3496 15.6787 12.8146 11.757 9.6709 8.90884 3.58535 3.22891 5.32349 216.5 31.3666 27.822 185.133 66.4803 118.653 95.7263 3.54458 5.80883 29.2774 22.9266 21.6416 27.8318 22.0132 16.1733 10.3493 20.6884
internal_count=77490 43962 3671 1528 33528 1299 33063 26512 21681 6551 4052 3430 3283 2499 2067 969 773 1098 40291 4414 3864 35877 16760 19117 16454 550 633 7136 2663 2525 6924 3231 1059 4831 2357
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 9 3 5 3 6 0 0 6 3 6 11 9 10 10 13 10 10 10 11 11 6 6 6 9 5 10 3 3 6 11 13 6 3
split_gain=1.96774 0.52718 0.750298 0.499975 0.579944 0.472366 0.463081 0.447489 0.52299 0.442574 0.433988 0.950665 0.434655 0.425124 0.414325 0.387145 0.383681 0.382785 1.03802 0.457804 0.430177 0.352901 0.344923 0.414627 0.577068 0.448883 0.34761 0.411406 0.343678 0.329298 0.348338 0.466534 0.323838 0.323538 0.323374
threshold=-0.019247701391577717 -0.49138466455042357 -0.19421231619406934 0.2098817455407698 -0.01058261793809675 -0.98911370569840062 0.38733031562199516 0.37211969494819647 0.66303405165672313 -0.23715764361221156 -0.88640494180435769 -0.79157989975728904 0.0091803960191019964 0.081225515829409692 -0.086755616685728537 -0.45095191509853044 -0.0018572666528566784 0.68616721963547589 0.6861634150630862 0.64722529707453713 0.026749099290113435 -0.021174709052632308 0.85148169397766049 0.34708561869643512 0.29790774956462091 0.85628955194357415 0.26159059373926291 -0.14837086284784434 -0.99531832055072289 -0.9969927446724397 -0.27126784666998088 -0.018571741816502754 -0.0016556934004597775 1.8869806247357901 -0.9969927446724397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 17 -5 6 9 -6 -9 14 12 -12 29 15 -4 -3 -11 18 19 -2 -19 -15 23 24 26 -25 27 -23 34 -1 -31 -32 -7 -24 -16
right_child=3 13 5 4 7 32 -8 8 -10 16 11 -13 -14 21 28 -17 -18 20 -20 -21 -22 22 33 25 -26 -27 -28 -29 -30 30 31 -33 -34 -35 -36
leaf_value=0.023420233120999452 -0.0043580147771514746 -0.089178454340896274 -0.012703501905051238 -0.028752073335622304 -0.015596639969496879 0.020817709120536834 0.0035121763420760139 0.041558832736670465 -0.013134104068906017 0.031893652059336329 -0.10788294034783985 0.021808846853444832 -0.045789687795112229 0.03234019179241928 0.042017058806748789 0.0063855168915462534 0.086535913465188505 -0.02697183298010028 0.034694140538049152 -0.038313075931547945 0.087219668023644545 0.036962136172988477 0.020943775010929058 -0.038875574108739486 0.085382608412373606 0.065945529353492668 -0.093581413658828536 -0.011765472844846367 0.07461171065286519 0.011581888328467909 -0.10036590709154619 -0.016028972296156921 0.0052141138206860515 -0.076724479308990706 -0.018196051927451645
leaf_weight=3.391503909690079 81.352866415880271 0.42647897708229621 2.0915325811438379 23.229176636079501 15.908963170608333 23.791555766962119 4.6071530496101323 3.5668123265131717 3.4293312645240803 2.2620757500408217 0.59926174601423454 9.9438881098903931 2.9919827489065929 2.1334001793802591 2.8029693169228262 70.698026711637795 2.9751256345480224 10.09463707436225 6.758437026757746 4.1744853309355667 0.34104309440590519 1.8932656552860923 4.9022765892441376 7.5284441349358522 0.66032862753490817 0.43198283109813918 0.48068949696607788 20.428703685975059 1.8651980856666339 4.4242870984453537 0.71162089606514634 8.3790915397548709 30.164496424142271 0.36438027268741269 1.3081806511072502
leaf_count=218 21386 103 194 10813 4999 3800 605 1392 1415 272 68 1089 323 398 287 11158 311 2068 928 851 37 375 1088 1636 139 59 109 4676 206 403 81 743 4996 94 170
internal_value=0 0.00602581 0.0111921 -0.00897072 -0.0176186 0.0167656 0.0308363 -0.00632763 0.0147497 0.0402978 -0.00196595 0.0144373 -0.0106572 0.00121838 0.0256033 0.00581249 0.0629346 -0.00508678 -0.00303401 -0.00601532 -0.02324 -0.00719803 -0.00949704 -0.0134665 -0.00677566 -0.0331873 -0.00944442 -0.00763258 0.0390095 -0.00443967 -0.0114309 -0.0226309 0.0120944 0.0141865 0.0228571
internal_weight=0 212.258 102.31 148.856 46.1343 71.8683 17.9122 22.9051 6.99614 13.3051 30.4416 10.5431 19.8985 109.948 8.06788 71.1245 5.2372 102.721 92.2858 85.5274 10.4357 38.8235 36.6901 31.4234 23.463 7.96043 22.8027 22.322 5.97635 16.9065 13.515 9.09071 53.9561 5.26666 4.11115
internal_count=77490 33601 13766 43889 18619 10841 2045 7806 2807 1440 2925 1157 1768 19835 857 11261 583 25270 23165 22237 2105 8574 8176 6994 5299 1695 5160 5051 663 1445 1227 824 8796 1182 457
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 4 4 8 3 9 9 3 14 14 9 15 15 14 14 4 1 9 14 11 1 8 14 14 11 15 9 8 3 11 1 8 11 1 15
split_gain=1.93245 0.850084 0.592186 0.562397 0.555071 0.554395 0.41475 0.402456 0.388973 0.467028 0.799578 0.535709 0.360422 0.422971 0.416624 0.623173 0.410387 0.357095 0.361858 0.328023 0.326658 0.559548 0.338735 0.531203 0.389413 0.307969 0.306437 0.294126 0.304756 0.29012 0.31111 0.289809 0.331909 0.316634 0.321949
threshold=-0.044036383740603917 0.00031263194978237158 -5.3037423640489571e-05 -0.37243463772262703 0.72585602231265522 -0.53355871336626615 0.11440644687201755 -0.99421100893232495 0.14154590497666167 -0.30002701202130172 -0.33240192377839006 0.28724575981746414 -0.99422601643960784 0.75947012449191931 0.88921428100664912 -0.078451891648001024 8.8378939835820361e-05 0.42720033068184809 0.83106793480686247 -0.0164906521528797 0.0017912366893142464 -0.11347168292720451 -0.061898536718584023 -0.012859901051856462 -0.0099922016453097649 0.043331923623328029 -0.07913131202230457 0.013803123562179588 -0.0050361193716526023 -0.022733167556339948 0.95587930083274852 0.08208973113718819 0.0071825648973746778 0.0067836539819836625 -0.71463149565716022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -3 29 27 -6 8 9 -1 -11 25 13 -9 16 -16 -14 -7 31 -10 21 -5 24 -24 -23 -12 -26 28 -2 -4 -31 32 33 -19 -35
right_child=1 3 4 20 6 17 -8 12 19 10 11 -13 14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 30 -32 -33 -34 34 -36
leaf_value=0.03539678109635698 -0.041658355889774984 0.069212351036208014 0.029808542784887784 -0.025202173944750324 -0.023353632722790191 -0.014371922608990227 -0.070626072066119733 -0.008282036947902029 -0.02629197555525415 -0.074651322439627896 0.014998969905680091 0.093739511601520387 0.017442989169235416 -0.08703626804791767 -0.062816521608522982 0.039388022010411111 0.0030194632399456849 -0.038960780877595566 -0.048885226972475999 0.041619945732930555 -0.0033752592078842821 0.058465063671726193 0.090868477441062856 0.02134524020271434 -0.046821998344841853 -0.046417817526067731 0.025041862288362984 0.046484715152001518 0.03622612123494659 -0.022151341712405719 0.079813530165956575 -0.01485340435004588 -0.017418269425587413 -0.039827542770378005 0.047127273543114891
leaf_weight=3.5826676770375343 1.046851583523676 1.1822091237700068 1.2236963147879638 2.5716125113831358 3.3788049331487846 58.667595484694175 4.1179316572379321 4.4703127457469227 0.77810884205973607 1.4580943822220431 2.6759771204451703 0.66046675373945607 23.199967774839024 0.80473115073982615 0.65736844774801273 6.451399552752263 131.75835132076463 0.56806062848772665 1.1493640031840175 8.2752523571689363 57.187612594239909 0.94410820037592236 1.6668903273093736 3.2258872649254045 1.4364906095433985 1.1749374750797867 1.0109489050810212 2.6359081623668317 0.96600212506018479 18.155546032321585 0.30424952920293336 3.2672116139765421 1.7609072833547541 0.46640010381815855 4.8906944625996411
leaf_count=252 169 125 262 301 1174 19456 1813 589 54 115 441 70 2025 127 94 910 23128 93 225 732 16241 97 143 411 156 161 166 782 246 4521 100 881 352 57 1021
internal_value=0 -0.00773138 -0.013509 0.000831618 -0.0261643 -0.00894818 -0.0493202 0.00697885 0.0209311 0.00685468 -0.0102753 0.0105313 0.0054276 -0.0202963 0.00626488 0.0299369 0.00517892 -0.0111456 0.004494 0.0357831 -0.000356449 0.0155462 0.0281953 0.0450307 0.00390796 -0.00373967 -0.0171376 0.0245041 -0.00428029 -0.017345 -0.0204708 0.0100953 0.0207005 0.0320291 0.0395568
internal_weight=0 171.825 102.599 69.2258 27.1802 75.419 7.49674 185.948 18.6055 9.55214 5.96948 4.51138 167.342 5.27504 162.067 7.10877 154.958 70.7702 12.1026 9.05336 68.0436 10.8559 8.28433 4.89278 3.39155 3.85091 2.44744 4.64876 2.01285 19.6835 18.4598 10.9533 7.68606 5.92516 5.35709
internal_count=77490 48792 31152 17640 7870 23282 2987 28698 1825 1039 787 672 26873 716 26157 1004 25153 22085 2629 786 17515 1274 973 554 419 602 322 1197 415 4883 4621 2404 1523 1171 1078
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=3 1 9 9 9 15 8 3 8 9 3 15 3 9 3 8 9 15 8 12 8 1 8 8 9 11 3 9 9 15 15 11 12 3 3
split_gain=1.9441 0.984984 0.570915 1.16968 0.504649 0.502572 0.562054 0.496613 0.459485 0.445511 0.473175 0.747282 0.485415 0.437694 0.651773 0.5403 0.532485 0.517371 0.458951 0.39829 0.434373 0.366199 0.364981 0.362494 0.357643 0.406603 0.35618 0.36118 0.353875 0.351991 0.409495 0.338528 0.364643 0.335096 0.423212
threshold=-0.20855330087943 0.0067836539819836625 -0.53355871336626615 -0.53369749896059415 0.85628955194357415 -0.78791216461216707 -0.20075431609280467 -0.007262948900461196 0.17024297203756197 0.85539355446225518 0.10486103588482366 -0.081304567388277335 0.0072942972183227548 -0.51993979625104891 -0.88640494180435769 -0.44014681722372995 0.070725926462841454 -0.11114037757159202 0.005634133638413902 -0.0061979054753547721 0.2780616246876576 0.0013290976639837029 0.1666171098655774 -0.092935732979415653 0.17495424795413836 0.0060168555430835996 0.98917558758307689 -0.18988917708136233 -0.17599898402649428 -0.47399203938187101 -0.30537503043719821 0.0056162242405534222 -0.003501144231676385 -0.81861734922222229 -0.9969927446724397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 3 22 19 21 -7 -5 -6 10 12 -12 -8 15 18 -1 31 29 -15 -4 26 -2 -3 -19 -14 -26 -21 -28 -22 -18 -31 32 -16 34 -17
right_child=1 2 4 7 8 6 9 -9 -10 -11 11 -13 24 14 16 33 17 23 -20 20 28 -23 -24 -25 25 -27 27 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.041020576879472172 -0.099779088556172568 -0.02995721124889076 -0.022720812957078965 0.023789726792917069 0.021349624835907188 0.028545479913848072 0.0028871060844536025 0.085265200390456153 -0.031300531125173642 -0.02340244896051101 -0.10013444912678332 0.028622608815467306 0.020334370478199471 0.021467563507800842 0.040588248584647858 0.028428866098240121 -0.00022932061515664262 0.016550867345978815 0.089415502572164768 -0.0073083130117381524 -0.0057810616713410328 0.0080810104847150715 0.016383455627333701 -0.010734764687116663 0.10590908067786833 -0.0089671612767489185 0.023280078390689126 -0.064079263724326804 -0.050316379841512632 -0.092158026350585107 -0.024512837170717495 0.037577663918335842 0.0036879487849699128 0.017243061230135578 -0.010916759374444003
leaf_weight=2.9049065882572895 0.76715771586168446 5.4941523165907711 30.569899457754218 4.4113630017964169 8.0452693003280711 10.211322756513253 29.632710668476648 1.8715586645994315 2.0876987982192068 5.7627754823770365 1.0214664352970428 0.80677271788590488 6.4343775778106638 38.588370832469082 3.2769811647958766 3.3046418847225167 4.0584778227494098 12.837114014197143 1.0203471210952546 104.16248104631086 2.9090063462099351 0.53379003575537354 2.4608554527512752 7.8440354143094728 1.1102585176413411 0.42646198999136675 0.61298272947169641 2.0763735950131368 4.6142901152707045 1.1512442950479451 4.019013158715099 6.1774754898506208 14.650606949981009 11.915686392749196 15.825887919636441
leaf_count=283 83 1530 8678 878 1546 1163 4329 553 642 839 172 288 849 5672 596 196 899 2578 156 31742 868 86 825 1632 166 69 272 1247 1991 256 908 767 1916 1329 1416
internal_value=0 -0.00549314 -0.00931353 0.00985058 -0.011073 0.00591378 0.00735633 0.0421021 0.0105021 0.00256886 0.00636442 -0.043316 0.00877981 0.00994714 0.0134744 0.000220369 0.00632954 -0.00258386 0.0232179 -0.0125813 -0.00987125 -0.0555232 -0.0156219 0.00620186 0.030686 0.0740293 -0.00823602 -0.0441675 -0.0330961 -0.0222722 -0.0395752 0.0173894 0.0104329 0.00407917 -0.00412013
internal_weight=0 226.023 169.316 14.2379 155.078 56.7071 55.4061 6.28292 10.133 45.1948 39.432 1.82824 37.6038 127.575 93.6237 33.9511 54.0149 29.9099 39.6087 144.945 114.375 1.30095 7.95501 20.6811 7.9711 1.53672 106.852 2.68936 7.5233 9.22874 5.17026 24.1051 17.9276 31.0462 19.1305
internal_count=77420 58816 50772 3786 46986 8044 7875 1431 2188 6712 5873 460 5413 18604 15380 3224 9552 6273 5828 44798 36120 169 2355 4210 1084 235 33261 1519 2859 2063 1164 3279 2512 2941 1612
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=3 2 10 3 2 6 0 2 10 10 8 6 10 14 3 3 14 0 11 14 10 11 14 2 10 2 0 2 0 8 10 8 2 2 6
split_gain=1.78095 0.621247 0.636482 0.488831 0.633371 0.327489 0.475989 0.603112 0.352961 0.347302 0.323326 0.366293 0.308618 0.296178 0.345245 0.359805 0.295246 0.420761 0.287821 0.274044 0.27188 0.262331 0.325835 0.32652 0.354955 0.32217 0.315243 0.294601 0.371082 0.32611 0.477408 0.406327 0.274799 0.269486 0.262245
threshold=-0.045899813761934631 0.00018200433987658474 -0.070182152123353811 0.18703050166368487 0.19407454878091815 -0.32585295010387261 0.0095086088404059427 0.0016465615481138232 -0.45095191509853044 -0.4509362535116449 -0.060954852416588878 0.42391397763609401 0.34582104212711046 0.31130348186263535 -0.9247192674956749 -0.99640166945755471 0.13660156562516498 0.00070937047712504875 0.0078688722692429689 -0.30676493256319609 0.68616721963547589 -0.00061403018303235631 -0.81041908020772346 0.050952574238181121 0.25326559400324794 0.035798916593194015 0.10676573589444162 0.036512136459350593 0.1263222619891167 0.083997604692591557 0.70564917441474828 -0.012345359351052403 0.02042290568351746 0.021734717302024368 -0.76271846044061775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 6 20 -8 -9 -10 18 -12 -7 16 15 -15 -1 -18 -4 -5 -2 22 26 24 25 32 -11 29 -29 30 31 -23 -24 -33 -34
right_child=3 -3 10 19 -6 12 7 8 9 21 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 27 23 -25 -26 -27 -28 28 -30 -31 -32 33 34 -35 -36
leaf_value=0.0042169311153773675 0.022345512539637305 0.0032588127001534706 0.019211214895823635 -0.0022276834958933497 0.040534396163755988 -0.0081539185874204886 0.10983486640416128 -0.081486939136170278 0.07145456274848698 0.093835943348854922 0.071282387608936432 0.0093836832835741818 -0.034257228987694004 0.032509837270595476 0.049009481729704582 -0.028009470407427146 -0.087737231133565713 0.0054714010800941707 0.066327279536642317 -0.020263174915821455 -0.052408115139908562 -0.049613318307720304 -0.074631221459569866 -0.0052612232522499785 -0.0095489241181208138 -0.081190830174678374 -0.028221894189446334 0.015192427877631788 -0.014226919607543756 -0.062496639904564166 0.077880090427223644 -0.038370003822190732 0.073291242394967121 0.042111498506698215 -0.024241089783885554
leaf_weight=20.20891219887563 10.539790232171068 128.10733732528752 17.557765667523206 11.050233584472151 3.1201154015070633 55.663035922691051 0.4601768427528431 0.59883843106217582 0.59864117670804162 0.5342264461505718 3.1439631101602563 1.373745741904713 4.9304881046264191 2.1226903158822101 3.1180948930850709 1.8287028871709479 0.88039866933831845 1.0764871427090836 1.3999131306190964 35.460702767373732 0.51007872796617526 2.0228249152714852 0.79679538350319346 10.937799065854049 3.8650216522946721 1.9648102272767571 0.35037962265778333 14.998760613481865 6.0037034625274819 1.3138685265730599 0.59124024474294845 0.62632063764613777 0.35329345054924477 1.2392488703480919 1.2549540597101438
leaf_count=1507 1318 23356 2189 3834 1022 14576 70 162 143 136 351 178 1109 125 181 133 58 101 158 15375 89 453 191 2883 779 475 90 3464 1704 277 102 140 63 284 344
internal_value=0 0.00701869 0.0161566 -0.00724273 -0.00394685 -0.00510192 0.000163842 -0.00410271 -0.00519388 -0.00423107 0.0284195 0.0524602 -0.0102779 0.00630982 0.0241324 0.00450153 0.000625546 -0.036463 0.0226905 -0.0159782 0.0188948 -0.0051981 -0.0138469 -0.0165846 -0.0316247 -0.0511501 0.0454906 0.00127566 0.0067827 -0.0186883 -0.00583943 -0.0185692 -0.0266082 0.0150917 -0.00281557
internal_weight=0 180.818 52.7107 169.785 123.274 120.154 59.5608 48.5109 48.0507 47.4519 23.4754 4.51771 60.5935 29.2353 7.06949 3.95139 22.1658 1.95689 18.9577 46.5109 11.0499 46.8532 20.0573 19.1727 8.23487 4.36985 0.884606 26.796 21.0025 5.7935 4.47963 3.88839 2.40504 1.86557 1.60825
internal_count=77420 28337 4981 49083 29874 28852 13167 11760 11690 11528 2876 529 15685 2105 439 258 1666 159 2347 19209 1407 11385 4961 4735 1852 1073 226 6424 5168 1256 979 877 598 424 407
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=1 2 2 8 4 13 2 14 8 15 8 15 14 14 15 15 4 4 4 14 13 1 8 4 14 2 2 14 14 13 15 4 4 4 11
split_gain=1.63906 0.53646 0.513947 0.499454 0.507025 0.451035 0.472057 0.524929 0.561547 0.386332 0.496781 0.497002 0.424098 0.528762 0.40462 0.541975 0.454605 0.370747 0.366268 0.364618 0.355529 0.330561 0.327753 0.317154 0.308575 0.304211 0.408845 0.297477 0.292072 0.28701 0.275213 0.375756 0.339736 0.46834 0.550171
threshold=0.027465895749628547 0.12810061872005465 0.0016465615481138232 -0.10689566423167761 -0.028422482311725613 -0.0068444503044926006 1.7633533389016524e-05 0.19351162958960602 -0.1208068389779912 0.26708300242240496 -0.34059724409288755 -0.055023130428328321 0.016647844372169419 0.93983294495613745 -0.14205120478123981 -0.090909991804366944 -0.0050452966243028632 -0.029524413868784901 -0.00010072683744510867 -0.42183633087151468 -0.0024822942431772573 0.59865203499794017 0.10942453646925157 0.020653086248785261 -0.59438831174899109 0.16210923343896869 0.60031327605247509 0.71364456869168735 -0.9295181195189256 0.010592568830329744 -0.24811776116329201 -0.14264716207981107 -0.026287944987416264 0.00012451680959202352 0.0070227567036637408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 22 7 -7 27 10 11 -8 19 18 30 16 -16 -15 -14 -11 -5 -4 23 -1 -25 -3 -27 -9 -17 -21 32 -32 -12 34 -34
right_child=2 25 21 20 -6 6 9 8 -10 12 14 -13 13 17 15 28 -18 -19 -20 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31 31 -33 33 -35 -36
leaf_value=0.0076954436790814436 0.048400828480586813 -0.060068141506979249 -0.0072511341980201621 0.1051422099516439 -0.018944015611946641 0.0069338572579372496 0.0074851128813915122 0.030855741226250444 0.071189935988829681 -0.0059632581732854736 0.025858889616162402 0.050312109847686151 -0.0049140016022624702 -0.035674990171460162 0.068106775174701747 0.047620010536437288 0.015883537917529528 0.05181029615815777 -0.034477366624662255 0.018812728398454763 0.026462561555016841 -0.023096985302127088 0.071842899888313924 -0.048875777510186215 0.038816831351022124 0.017567958706744817 -0.040514043166908244 -0.036813757523586142 0.004844038994803998 0.10534005184333739 -0.11716791234705029 -0.014046386271375659 -0.0084216945143601851 0.006473054248470402 -0.067327821484962927
leaf_weight=11.560757088511314 1.5639689173040094 1.5855108818068391 134.54530200553563 0.88387830575084114 3.920054120462737 10.410335477907212 5.9787291659740731 2.6682450237567541 3.4341949027002547 9.921747011147092 4.8107884393502891 4.9558130189761851 7.4554754690034377 0.66423869179561768 2.6973715077838278 1.6503701467299823 4.3632207512418963 1.7891989385534532 9.5701776793575828 6.5900345198424466 1.6398061056097484 14.592877448209036 1.2082292834238604 0.42487183511548199 7.2228382401081026 2.5878204464970622 2.2794167948377435 0.85869739647023369 48.640964082191203 0.40702246663568065 0.36765413705143046 9.0829729385404772 7.4269342867773975 18.107520070134342 2.0159029873320833
leaf_count=1777 246 322 40492 158 719 752 758 213 268 1253 631 576 1270 65 444 185 809 267 1525 1028 295 6211 150 69 1093 849 952 56 8405 47 65 1549 1025 2570 326
internal_value=0 0.00631611 -0.00747646 0.0172037 0.00026182 0.00730849 0.00556223 0.0211486 0.0424067 0.00371401 0.00666668 0.0268954 -0.00521739 -0.0152773 0.00443611 0.0098902 0.0358345 0.0281247 -0.0215317 0.00636489 0.0540188 -0.00880162 0.0213242 0.0181465 0.033945 -0.0220254 -0.00963291 0.0143804 0.00624778 0.0238461 -0.00304511 -0.0180581 0.00133923 -0.00294235 -0.0209973
internal_weight=0 190.737 157.146 8.00771 5.48402 184.284 163.868 17.3715 6.96114 146.496 110.098 10.9345 36.3979 19.4791 99.1637 57.3519 7.06059 2.45344 17.0257 16.9188 2.52368 149.138 20.4167 19.2085 7.64771 6.45275 4.86724 3.52694 50.2913 6.99706 41.8118 9.45063 32.3611 27.5504 9.44284
internal_count=77420 29299 48121 1418 965 27176 24087 1289 537 22798 17343 1334 5455 3127 16009 9843 1253 332 2795 2328 453 46703 3089 2939 1162 2123 1801 269 8590 1075 6166 1614 4552 3921 1351
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=2 1 10 3 13 1 14 12 14 5 5 5 3 13 3 3 5 5 3 12 10 3 14 3 1 3 2 5 3 2 10 5 1 2 1
split_gain=1.52162 0.753204 0.516373 0.61643 0.427845 0.548079 0.487971 0.425829 0.567023 0.411033 0.643099 1.19863 0.613364 0.373293 0.371912 0.400525 0.367402 0.438496 0.402384 0.342071 0.338693 0.33509 0.317937 0.308079 0.468681 0.298882 0.298067 0.321302 0.293242 0.397366 0.307655 0.302047 0.293133 0.291886 0.621569
threshold=0.0019694030052050952 0.05700569041073323 -0.09279207504387052 -0.89729943638667453 -0.0068444503044926006 1.8303015167475681e-05 0.22953829224613945 -0.015549264619612002 0.64733423661570377 -0.01152007574186689 -0.07683836389876296 -0.076839542186349738 -0.026062679477035996 0.0035948261537236954 -0.033517661970108741 -0.047934659291058772 1.0000000180025095e-35 -0.00083901461646136699 0.035511372610926635 0.0060968862880318884 -0.052849414308453191 -0.87332270777551446 -1.2240484744210687 -0.007262948900461196 0.27336724102497106 -0.78513349936110888 0.10190580412745477 -0.26171398742632063 0.13327711168676618 0.16210923343896869 -0.45095191509853044 -0.0048131639413813423 0.0037033066619187598 0.051565006375312812 0.18004349619150165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 7 -2 -6 28 -4 19 10 11 23 -13 20 15 22 17 18 -11 -9 21 -5 -1 24 -3 -23 27 -25 30 -30 -7 -31 -22 34 -18
right_child=1 9 3 13 5 6 -8 8 -10 16 -12 12 -14 -15 -16 -17 33 -19 -20 -21 32 25 -24 26 -26 -27 -28 -29 29 31 -32 -33 -34 -35 -36
leaf_value=0.055670419382360115 0.017050355195769574 0.017556678831729424 0.085150446693906978 -0.079620625717216356 0.04726244141458763 -0.064506967934623613 -0.013711280732686612 0.011423489035429083 0.057772003200241173 -0.04597617210072874 -0.026664668522782056 0.024060220521595808 0.12749780123828344 -0.023210527133179729 0.045778363735628026 -0.066481784930554996 -0.0034327170378569681 0.034914782316894044 0.0081007242638670499 0.0441249032056686 0.015083611187000518 0.035321608869027819 0.0021186116470596154 -0.086138741166687058 -0.042849622667112189 -0.010207803554451177 -0.0055206922102189679 -0.025219680943466535 -0.1166317966886673 -0.039452435533786148 0.0036221252378740238 0.012028121330587246 0.05786228393368828 -0.0033718086007491609 -0.047801477554196052
leaf_weight=1.1346350522944693 14.814066832066599 6.0821944483104806 1.2819523003563542 0.53527373948600487 2.3079482476168769 0.66821309394435857 27.008650484833197 14.97877044002235 4.5293223471089723 1.7403480935536189 28.576980922731309 1.6203988688066604 0.88712555076926847 3.6999775520816902 2.0363691275124429 0.83530450589023431 7.9960229114658414 4.731212245183996 6.572549025338958 4.0673713482829035 6.6078477367591386 1.9932037501130286 48.403307229025813 0.96860050773830053 1.6283023518190018 5.2122780419304027 8.3263163573174079 8.1559002742869797 0.4068958917632689 2.2602477984837606 82.202997432636039 2.2988567076736217 2.1143489704481908 33.093680857477011 5.2178373811620986
leaf_count=71 2885 1621 167 113 189 198 5410 2363 554 502 11916 352 308 768 262 92 1786 1243 2657 548 779 352 4524 259 451 1331 3687 2213 66 1021 16539 880 282 9840 1191
internal_value=0 -0.0041242 0.0106284 0.0184832 0.00103819 -0.000986542 -0.00195616 0.0290219 0.0259698 -0.0100177 -0.0161431 -0.00527617 0.0606549 0.00549083 0.00388102 0.00218729 -0.0042128 0.0106115 -0.00322055 0.018407 0.0119413 -0.00328412 0.00334518 -0.0118467 0.00480008 0.00238669 -0.019202 -0.0316865 0.00165837 -0.0219449 0.00307278 -0.0134942 0.0254536 -0.00838857 -0.0209529
internal_weight=0 247.565 97.43 45.0203 131.968 117.154 114.846 24.8574 23.5755 115.597 56.2458 27.6688 2.50752 20.1629 52.4096 50.3732 59.3517 13.0441 8.3129 19.0461 16.463 7.74076 49.5379 25.1613 7.7105 7.20548 17.4508 9.1245 87.8372 4.966 82.8712 4.5591 8.7222 46.3075 13.2139
internal_count=77420 65214 12206 7257 27188 24303 24114 3632 3465 38026 20807 8891 660 3625 4949 4687 17219 4402 3159 2911 2857 1796 4595 8231 2072 1683 6159 2472 18704 1967 16737 1901 1061 12817 2977
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=1 2 9 9 2 9 9 9 9 8 2 5 5 5 6 8 6 9 9 1 2 6 2 9 1 13 13 8 11 11 6 13 1 8 9
split_gain=1.47745 0.780902 0.56006 0.679946 0.6461 0.465902 0.452818 0.436225 0.437892 0.594358 0.469241 0.464533 1.67037 0.632201 0.420427 0.402101 0.371801 0.370636 1.26989 0.368415 0.367221 0.361441 0.355326 0.539116 0.365821 0.352352 0.346851 0.358089 0.342258 0.334616 0.325314 0.378197 0.306099 0.301643 0.562158
threshold=0.0071432110853493222 0.00096497480990365158 -0.53355871336626615 -0.53369749896059415 0.026613467372953895 -0.19421231619406934 0.85628955194357415 0.85628611699070711 0.40466098322526595 0.091342989461476495 0.040707999840378768 -0.07683836389876296 -0.076839542186349738 -0.014370791946406234 0.98010856608730745 0.026273678401583015 0.1261287647687141 -0.42507187894151266 -0.42447059611136456 0.3869361430406571 0.094012346118688597 -0.71607248593317063 1.7633533389016524e-05 -0.42507187894151266 0.00015372134657809514 0.0039852428576696583 0.0043259551575555158 -0.089226275017224618 -0.0047104835945638484 0.0073491681280472027 0.13189600952278521 -0.0059692286821605885 0.36710132658481603 -0.0042421862311527751 0.14150273023646961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 5 3 25 -5 -2 7 8 11 29 -11 12 17 33 -9 19 22 -4 21 -8 -14 -19 26 24 -24 -3 27 -1 -29 -10 -18 -32 -15 -13 -35
right_child=1 2 6 4 -6 -7 15 14 9 10 -12 13 20 32 -16 -17 30 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 31 -33 -34 34 -36
leaf_value=0.010058109051003711 -0.0049177109557836298 -0.017889974952943061 -0.03952386325364643 0.0068040877054383504 0.055476368657315506 0.031812343764796677 0.052730463083650515 -0.037578223158697417 0.024230436205557652 0.062884478399512167 -0.039567247847421036 -0.044969478379683542 0.031071868612604244 -0.0062393604439602178 0.023125358040253081 -0.0048103165065172702 -0.056258069195277975 0.055668419155112683 -0.016345066021762899 -0.014704375613996418 0.095230545171999428 0.0067665929552081202 -0.047049959439072191 0.013712977175790651 -0.0013196131519818666 0.098052925596779333 0.08778514163468211 0.098545158772243541 0.027326866930975496 -0.020621686846830828 0.025207223289584437 -0.0006979323554096575 -0.026768198446410169 -0.025546983485455962 0.046722158166056571
leaf_weight=6.0882739253283935 5.7343066245812215 7.5739130628062421 4.1021399282617486 7.7078162818215787 4.2208020276739262 8.6822154419460258 3.122452995303318 9.068917643860912 10.661185776134518 0.51124754565535013 3.5602609839261277 7.4293811929674147 6.7907635620795181 49.520185419602065 1.3051326319109637 6.1873057189804967 0.95774688204983149 3.3680777873378247 29.637760660949425 1.094007016305113 1.0270273052155969 2.7418159510707474 2.0741250332212067 63.039111122736358 11.169242075411601 0.27150907885516051 0.93861944618402127 1.0435475578997286 1.9096095841377945 1.9708259746039392 6.4479671568333279 44.735542681177321 8.5117256001758488 18.063832095613176 1.1445455324937928
leaf_count=435 708 2281 882 1294 1017 1599 516 1641 2230 94 1115 2205 1431 16385 256 1540 108 715 9866 196 313 580 129 8901 1098 110 59 67 148 410 973 6433 4113 7142 425
internal_value=0 -0.00523382 -0.00693987 0.00898777 0.0240262 0.0172026 -0.00879452 -0.0101137 -0.00873358 0.00652337 -0.0267027 -0.0106593 -0.00276308 -0.0151047 -0.0299413 0.0114188 0.0081516 -0.0110544 -0.00778744 0.0352338 0.0395004 0.0337237 0.0121812 0.00985976 -0.00848172 -0.0138775 0.0299251 0.0239184 0.052493 0.0172327 0.00148504 0.00256553 -0.00925039 -0.0278588 -0.0212408
internal_weight=0 204.009 189.593 19.774 11.9286 14.4165 169.819 159.415 149.041 16.7035 4.07151 132.337 47.6676 84.6697 10.3741 10.4038 138.404 39.8498 35.7477 4.21646 7.81779 6.10989 86.2625 76.2825 13.2434 7.84542 9.98005 9.04143 2.95316 12.632 52.1413 51.1835 58.0319 26.6378 19.2084
internal_count=77415 59064 56757 4702 2311 2307 52055 49803 47906 3849 1209 44057 13787 30270 1897 2252 18351 12043 11161 712 1744 1295 10837 10128 1227 2391 709 650 215 2640 7514 7406 20498 9772 7567
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 10 8 10 6 13 10 6 6 14 14 8 4 6 4 14 4 6 14 8 14 10 13 6 11 6 6 13 11 11 11 4 6 6 6
split_gain=1.27202 0.427601 0.405739 0.660933 0.45667 0.421747 0.359834 0.30867 0.706305 0.477714 0.345929 0.369109 0.343313 0.426791 0.294718 0.848452 0.486938 0.450487 0.389244 0.398063 0.331119 0.327194 0.294072 0.283301 0.28125 0.276143 0.382028 0.372322 0.269907 0.259295 0.256031 0.30613 0.351587 0.252818 0.443567
threshold=0.0071432110853493222 -0.45095191509853044 0.10082442640375065 -0.077710586323051972 -1.003002408460284 0.002195670963933171 -0.089111381016265798 0.063247217446730716 0.081854434131408735 0.83106793480686247 0.88921428100664912 -0.27722103593152425 0.12387708481401206 0.2024763472862309 -0.0055148722603917113 0.12306568959989624 -0.083121838513761745 0.035982371583309129 0.20527000243881674 -0.055873987018850498 -1.0060177877853522 0.22211997706659167 -0.012069704224431469 0.29790774956462091 -0.0061398776219775356 0.1261287647687141 0.16121452945404716 0.0034531046853447126 -0.011194727768744939 -0.022733167556339948 -0.014867828122152206 0.064709033817052855 -0.27126784666998088 -0.68994305638981757 -0.30507619038232253
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 6 -5 -6 -4 9 -9 14 11 12 13 -10 15 16 21 33 -17 28 -16 -1 -22 -15 -7 -13 -27 -28 -20 -24 -11 32 -32 -18 -35
right_child=1 2 3 4 5 24 -8 8 10 30 -12 25 -14 23 20 18 17 -19 19 -21 22 -23 29 -25 -26 26 27 -29 -30 -31 31 -33 -34 34 -36
leaf_value=-0.0042757829856927823 -0.048488800800365481 -0.0019529931910821975 -0.0024232635731893416 -0.069556697153514258 -0.008929925660163214 -0.0027505629979193637 0.057413163964264206 -0.076966584469969845 0.055741956535771381 -0.075034892857663904 0.035595965420948096 0.025654440262253022 0.0693649546257709 -0.048420244922567468 0.069095674293962628 0.070692751768695272 -0.05885602081585746 0.066711765418242655 -0.037110499877023577 0.063144416001587503 0.052886728550390373 0.059590258145428933 -0.0057376731168493032 0.0089901805545569528 -0.045368846230790287 -0.046811884096481612 0.0029289605936855161 -0.020774999967693691 0.016071647161142299 0.016863899844641227 -0.050026589886166574 0.048612319263696586 0.038533819434406424 0.004811171397838594 -0.048153821208898606
leaf_weight=2.2688094055301913 2.2276260984654064 153.80569280521013 19.923236981230733 1.9714006948197518 14.638061825047773 1.9700968772667691 1.0584007920333522 1.1141140783729486 1.7936465334205403 0.76077351323328946 3.1574175280402406 3.1826854012615504 1.1688574639410934 0.98876243573613454 1.1944115085061628 1.6470666600798702 2.3452107885095739 0.5010600301902749 1.1988861183635888 1.4866113968309953 2.0652308068383709 1.2409096347982993 5.6918280132958889 6.5770099425426451 7.2352762333030096 2.0673696714293319 28.223195902985026 8.6595164308746444 4.6775687104309318 46.910248408759799 1.7478919786663034 0.68600983891519707 0.6029138607555059 3.3184071772848238 3.0203301931906061
leaf_count=363 903 40474 7119 588 5868 729 411 198 178 74 424 465 194 119 86 221 261 43 107 200 256 162 595 786 2972 305 3991 1583 567 5925 219 73 74 462 420
internal_value=0 -0.00491755 -0.0044337 -0.012587 -0.0233012 -0.0194767 0.000595134 0.00751997 0.0018722 0.0114719 0.00344579 0.00151815 0.0182662 0.0118847 0.0131673 0.00327848 -0.0133782 -0.0254848 0.0267468 0.0169163 0.0170096 0.0183049 0.0158716 0.00148727 -0.0362479 -0.00266691 -0.0049811 -0.00263638 0.00522168 0.0144183 -0.023158 -0.0101619 -0.0273134 -0.0308045 -0.020426
internal_weight=0 202.83 200.602 46.7965 25.8148 23.8434 20.9816 138.297 56.9326 81.3642 55.8185 52.661 10.5283 9.35942 77.5666 21.7049 12.6947 9.18501 9.01013 7.36307 55.8617 3.50972 54.6673 7.56577 9.20537 42.1328 38.9501 36.8827 5.87645 52.6021 3.79759 3.03682 2.35081 8.68395 6.33874
internal_count=77415 59064 58161 17687 10157 9569 7530 18351 8243 10108 8045 7621 1277 1083 9668 2806 1711 1186 1095 874 6862 525 6776 905 3701 6344 5879 5574 674 6520 440 366 293 1143 882
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 8 9 5 3 8 5 9 5 8 15 15 3 5 9 10 11 10 14 5 5 14 15 15 8 10 5 8 14 14 14 3 3 11 8
split_gain=1.27783 0.598672 0.572039 0.77487 0.684973 0.673247 0.588921 0.890716 0.88742 0.844459 0.512728 0.553613 0.507317 0.468086 0.46692 0.446339 0.424876 0.527327 0.423929 0.406986 0.39753 0.446677 0.380349 0.372589 0.360266 0.444312 0.46951 0.349732 0.336755 0.370285 0.357195 0.427268 0.33427 0.333041 0.331475
threshold=-0.36741675157099957 -0.20075431609280467 -0.1942085329469812 -0.10929958120212679 0.89901918673422199 0.26164770735126081 -0.10928457849172868 -0.19421231619406934 -0.049162233949512732 0.12602063388079462 -0.011202551251792424 0.26708300242240496 0.059702894650399692 0.09478381515654298 -0.13337693459316638 -0.093511454463786628 0.01345336034448668 0.52337128941564059 -0.23989675825070567 -0.0063013834906133484 -0.00083901461646136699 -1.4428570648965395 -0.11654815154549052 -0.09640730866447815 0.32789490474156507 -0.093510271562057171 -0.0043551851399057573 -0.10276273549754424 -0.37377050103863568 -0.39914646601709219 -0.17342728986400854 -0.98299038896220725 0.04825199663173408 -0.0066972424666694348 0.02228169089833865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 10 3 -3 5 13 9 8 27 -5 -2 33 -9 16 -6 -10 -4 -18 23 -13 28 -22 -7 -15 25 34 32 -8 29 -1 -30 -32 -27 -12 -17
right_child=1 2 4 6 14 22 7 12 15 -11 11 19 -14 18 -16 24 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 30 -31 31 -33 -34 -35 -36
leaf_value=0.0020102098979960176 -0.0028236009236245769 -0.039275179797063103 -0.0077148033750188989 0.012496988874157462 0.029738245485608751 -0.0012457776374349121 -0.078858547100755058 0.01759851253305952 -0.015085925571829842 0.085168405766059108 0.016934918856204129 -0.040493257674866473 0.11677124310904008 0.060571000252533959 -0.045710347961990694 0.011116227686285335 -0.035065721352869589 0.10915295423566772 -0.00084864187757115899 0.023304351792357788 0.076127780943501713 0.0022321275976429317 -0.053354133555056193 0.0046450587358988207 0.061020711147058385 -0.015690985313655152 -0.019474335417203496 -0.023700419084031601 0.048800802578331456 -0.076013301791859847 0.030568009707840918 0.0090690522390707556 0.080297857838850156 0.065198524283573936 0.053450232196086356
leaf_weight=4.1941790220735129 11.42320579213265 4.4742125504708374 69.013102658744174 12.567999602295457 0.92244416444736987 1.9713658280088564 1.2670458637148847 13.426737599191252 10.896250601017519 1.83210720703937 2.2787349827558501 1.5530405675526706 0.53642347332788709 2.2511469725577626 7.4029868248944677 9.1761814197525329 8.698143793670166 0.26114638414583247 33.594774896537274 2.8076498776499648 0.8307231820654114 53.431262680664076 4.8395915903529376 2.5301393193367394 1.2852102466422355 0.6092404904775266 7.8698546935775298 12.392958136973899 3.5344150735691064 0.71142886768211511 13.399246069497162 29.809946825378578 0.89684165683866013 3.8374973305690201 2.3164920994313425
leaf_count=777 1700 1124 21784 1768 450 803 280 2221 3384 243 351 288 186 487 4678 1417 2396 30 8229 374 55 6022 1810 510 442 137 2189 3145 828 68 1771 6042 348 588 490
internal_value=0 -0.00390736 -0.00554051 0.00115313 -0.00959013 -0.00771354 0.00356257 -0.000752318 -0.00737689 0.0217429 0.01183 0.027807 0.0214084 -0.00592468 -0.0373508 0.00148444 -0.0103745 -0.030862 0.00311645 0.000583115 0.00934064 0.00336343 -0.0382719 0.0309764 0.00963449 0.00646983 -0.00968493 -0.0288167 0.0156202 -0.00930504 0.018236 0.0157359 0.0414684 0.0472169 0.0196492
internal_weight=0 232.933 211.032 79.5476 131.485 123.159 75.0733 60.6732 46.7101 14.4001 21.9001 10.4769 13.9632 116.348 8.32543 33.0501 77.9724 8.95929 38.3761 4.36069 105.911 54.262 6.81096 4.78129 22.1538 20.8686 9.37594 13.66 51.6492 4.90561 46.7436 43.2092 1.50608 6.11623 11.4927
internal_count=77415 61852 58551 17374 41177 36049 16250 14239 11832 2011 3301 1601 2407 33436 5128 8407 24210 2426 9226 662 15563 6077 2613 997 5023 4581 2674 3425 9486 845 8641 7813 485 939 1907
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 4 4 13 10 4 7 2 10 7 10 7 15 15 4 15 13 14 10 10 10 10 15 4 14 7 7 10 7 15 15 15 13 14 7
split_gain=1.26682 0.874309 0.509739 0.716746 0.418427 0.39784 0.370822 0.467446 0.359533 0.408111 0.327393 0.32399 0.324295 0.389498 0.415625 0.383428 0.373678 0.323441 0.424502 0.477955 0.307746 1.09602 0.506007 0.513348 0.463562 0.484596 0.359437 0.336443 0.296828 0.290051 0.408786 0.402507 0.285561 0.277188 0.30364
threshold=0.0019694030052050952 0.0007306523621082307 -5.3037423640489571e-05 -0.0029762752992839804 -0.063758888514185152 0.0010224827565252783 -0.020613566436113801 0.00042365505942143505 -0.074295539041698749 0.041826923475335016 -0.089111381016265798 -0.63130202196819141 0.26002321063172212 0.18533764184137402 0.097903650254011168 1.1769882140703676 0.018060798876887676 0.88921428100664912 -0.052849414308453191 0.011232844138363661 0.68616721963547589 0.6861634150630862 -0.12648159961796704 -0.018981200875714418 0.13660156562516498 0.4165980196668706 0.27645521981809978 1.1518723172276155 0.57659488879038145 -0.24811776116329201 -0.20561926729613464 -0.95467327057607576 -0.0073703827241770005 -0.61819977435148532 -0.0019261559669127499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 28 -1 -3 7 29 10 -10 -5 -7 13 14 -13 17 33 18 -14 -20 21 -2 26 -24 25 27 -23 -22 32 31 -31 -6 -4 -16 -35
right_child=1 5 3 8 6 11 -8 -9 9 -11 -12 12 15 -15 16 -17 -18 -19 19 -21 24 22 23 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 34 -36
leaf_value=0.0040187031837588183 -0.0060470409053994248 0.04151544949360815 0.037081137188423492 -0.018707069992170509 -0.042871944795286242 0.031877047340951717 0.027824901898036214 -0.009580837053091814 -0.052752834026943987 -0.018060730031791827 0.059155172342560951 -0.0029251902940524276 -0.0079095312105866705 0.033137765791366645 -0.05074369501293105 0.067877540762793218 0.092592518183282679 0.04531485393606699 -0.070800050584137561 0.0029285502591566478 -0.024764264488969477 -0.0056765149402522117 0.021094221768242848 0.12778340579080694 -0.054179699775641688 0.085230975526773778 0.071236903820102462 0.038247739662973297 -0.052003197886919275 -0.073817983337694418 0.015105182673516408 0.051284220569542009 -0.0023988667707738683 0.00043537753124790643 0.023003988338261935
leaf_weight=52.319844147634285 86.966391586569443 2.6493597387016043 2.6476497407711568 10.687466895193209 0.5114564747782423 3.5660609817568902 18.884560600850818 8.5973208897539717 8.3979343613391375 5.6873483272283929 0.56876586962607767 52.001811693840864 11.681710098840997 4.2923619893481364 0.70959625851538177 0.58988644939381529 0.57223057834198598 0.86588185204891566 2.603430364863017 1.3276387557834821 5.5242819934064737 2.0489795391913508 0.76644114824011911 1.095781604410148 3.0849756408133544 0.51976041866873846 0.86372877669055004 1.0008764758822506 0.85549965611426237 0.54463832257533695 10.1765307480473 4.043030729993915 5.9476058705404258 10.993908893280611 13.023170698725146
leaf_count=5040 26994 812 677 3035 94 615 3063 1773 2549 1859 229 13606 3186 972 138 116 109 234 462 336 1155 363 106 160 720 89 106 296 177 87 1629 545 1723 2198 2162
internal_value=0 -0.00361091 -0.00888141 -0.0193318 0.0100158 0.00325698 0.0173542 0.0090714 -0.0280969 -0.0387449 -0.0147728 0.00226547 0.00119517 0.00381739 0.00218928 -0.0113398 0.0127021 -0.0141756 -0.0174749 -0.0458997 -0.00531227 -0.0034859 0.0431605 0.083873 -0.0218528 -0.00769687 0.0171312 -0.015099 0.00417127 0.0195691 0.0105879 0.0407107 0.0097624 0.0108532 0.0126731
internal_weight=0 241.541 136.663 34.7923 95.0774 104.877 42.7575 23.873 25.3415 14.0853 11.2562 102.228 98.6616 81.5931 77.3007 17.0685 25.2989 16.4787 15.6128 3.93107 101.871 91.7413 4.77493 1.86222 10.1299 7.04492 2.91271 6.52516 9.45076 15.2757 10.7212 4.55449 8.59526 24.7267 24.0171
internal_count=77415 65184 40238 10249 12231 24946 7191 4128 7672 4408 3264 24134 23519 19185 18213 4334 4607 4218 3984 798 29989 27729 735 266 2260 1540 469 1451 2577 2355 1716 639 2400 4498 4360
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 8 9 3 9 9 9 8 0 8 7 9 9 8 3 6 6 0 13 9 12 9 3 7 13 3 0 13 6 6 6 13 9 9 7
split_gain=1.21764 0.521127 0.490835 0.621087 0.592115 0.759942 0.551751 0.735169 0.503395 0.42382 0.410993 0.398988 0.385304 0.56399 0.460094 0.442887 0.401611 0.530494 0.421861 0.375165 0.366366 0.35412 0.349544 0.424039 0.474244 0.344151 0.51055 0.338087 0.338018 0.475689 0.337124 0.335532 0.330246 0.349484 0.469532
threshold=-0.36741675157099957 -0.27722103593152425 -0.42447059611136456 0.66119814035482716 -0.19595023815251419 -0.1942085329469812 -0.42507187894151266 0.12602063388079462 0.015859141945838932 0.21965755105355081 -0.33181357741786593 0.85725367589188417 -0.51993979625104891 -0.44014681722372995 -0.87332270777551446 0.18506198318268996 0.26929575230058106 0.00027171625697519636 -0.0068444503044926006 -0.10294157185011979 -0.0039382294506773363 -0.48048521778879544 -0.9969927446724397 -0.19322060926977622 0.00094842234672967523 -0.99060421009835398 0.00088944949675351392 0.00039644835548171257 -0.39417922116216231 -0.74290347660062672 1.4686042564285424 0.0033849866088266115 -0.17872662626705985 0.85628611699070711 0.044151601521400817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 6 4 20 8 21 28 -6 11 -2 32 13 -1 22 -16 17 -14 -18 -5 -4 -3 23 -15 -25 26 -24 -11 29 -8 31 -17 -7 -34 -35
right_child=1 2 3 19 5 9 7 -9 -10 27 -12 -13 16 14 15 30 18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 -32 -33 33 34 -36
leaf_value=-0.047283741183190162 -0.058314404197995495 0.00042957709498587891 -0.04271844196291294 0.0017122980331803349 0.0046185004869573046 -0.030233885074314432 0.027547235814902784 0.075625911157807854 0.042027667040191993 -0.0036145515579129061 0.021068797151684322 0.017596647918582935 0.036645520845834771 0.073381633351173578 0.0033166129945597887 0.071891241047412874 0.031395335059109956 0.012278948515293828 -0.0013445400317334722 -0.034541706247168541 -0.011324576360158907 -0.030258339806066337 -0.088738536163714937 0.043097396301538193 -0.048764194938741026 -0.00534648616759826 -0.0056289240084598218 -0.048606646077333948 0.072725718667371195 -0.011412094665674456 -0.019504730672193993 -0.0068731634651776775 -0.0026037962317693166 -0.034068980616528077 0.002376923616959647
leaf_weight=2.3657281296327737 0.69240223021188363 30.897235433250895 6.3159074377836069 3.7008038640997283 11.277026772033425 5.5170113021740681 5.8938050716533308 2.0193144028889938 5.2818973298999472 2.8130706878218907 11.231105932994975 7.406424450033227 12.283472223611168 1.0954045462422075 6.4468720216536841 2.9028539678547536 4.6837913786330345 32.776202962450043 24.639008778037351 12.479913733616739 9.0347998875076865 4.281272514897867 1.3664742568507855 1.1323343753465516 1.1157755878521127 10.716482774820173 1.6100842922460286 4.1107675054954598 0.82977855741046269 6.6929794555762783 0.68228149646893133 0.66468727076426137 83.95087074595358 8.7407750101992843 5.9349459775257847
leaf_count=231 137 7496 1504 1628 1443 1479 872 257 1391 1042 1561 1334 1247 60 655 255 899 6130 4540 7729 2371 993 92 64 78 963 173 1418 94 920 95 89 25638 1622 1011
internal_value=0 -0.00389566 -0.00501317 -0.0076338 -0.00563078 -0.00351511 0.00361092 0.0193728 0.0165511 -0.00631974 0.016459 -0.00482963 0.00913084 -0.000415606 0.00358238 0.0198375 0.0129938 0.0189214 0.00388507 -0.0262498 -0.0242413 -0.00330518 -0.00662365 0.0223637 -0.00249509 -0.0137017 -0.0437828 -0.0303269 0.0109062 0.00683075 0.0448992 0.0572162 -0.00642453 -0.00509268 -0.01933
internal_weight=0 229.102 217.179 166.564 150.383 135.033 50.6144 15.4359 16.5589 118.474 11.9235 111.55 104.481 30.099 27.7333 10.6967 74.3825 45.0597 29.3228 16.1807 15.3507 35.1785 17.0366 3.34351 2.24811 13.693 2.97656 6.92384 13.4166 12.5868 4.24982 3.56754 104.144 98.6266 14.6757
internal_count=77511 61940 60242 49610 40253 36378 10632 2143 2834 33544 1698 31084 15571 2755 2524 1094 12816 7377 5439 9357 3875 8489 1430 202 142 1228 265 2460 1886 1792 439 344 29750 28271 2633
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=1 3 5 5 5 7 12 0 1 14 1 12 14 7 5 12 4 0 3 3 5 4 3 5 4 4 5 14 12 14 4 4 3 1 5
split_gain=1.18688 0.560846 0.617606 0.400297 1.95556 0.398933 0.440347 0.350727 0.496978 0.393921 0.374353 0.340645 0.443046 0.420264 0.358357 0.344161 0.328326 0.297801 0.404608 0.297152 0.276958 0.270179 0.256849 0.283129 0.285495 0.336457 0.256839 0.515499 0.446837 0.384692 0.309022 0.36868 0.270433 0.322923 0.359875
threshold=0.0032880195649340753 0.0029804391379002486 -0.010913595451088042 -0.063918118103168664 -0.063924000229542463 0.70645745875587418 0.0088100298512331591 0.026543189771473411 0.034090187400579459 0.091565203566164641 0.0037033066619187598 -0.0092694827050052407 -0.9295181195189256 0.084561600349547086 0.21838227390818232 0.0047139205246186974 0.1311549246311188 0.015407199971377851 -0.36741675157099957 0.12090342573355885 -0.073772413718562677 -0.011065503116697071 0.98320175760454742 -0.024640396643062796 -0.00086827832274138917 0.00056606269208714377 -0.0081288009962646578 -0.045861824050699031 -0.0030976427828725882 0.24574693403052292 -0.051902394741773598 -8.5767551354365406e-06 -0.46729636425152415 0.00017923501582117754 0.038722748110613291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 20 17 16 9 21 10 -4 12 -10 15 -15 -13 -7 18 26 -19 -3 -9 23 -5 -25 -26 -1 30 29 -29 -28 -32 33 -30 -35
right_child=1 2 7 22 -6 6 -8 8 11 -11 -12 13 -14 14 -16 -17 -18 19 -20 -21 -22 -23 -24 24 25 -27 27 28 32 -31 31 -33 -34 34 -36
leaf_value=0.017554909252522639 0.00075087142348890254 -0.010190395510668027 -0.13349668766355954 -0.05549801092574478 0.15142120295136047 0.039159885045142756 -0.0033751929973158609 -0.018214392523697293 0.10852893977976839 -0.06039716896631156 0.00067835874672850151 -0.013121630463480985 -0.030533500022864993 0.019847962764709973 -0.025052641960988321 0.021241906035473934 0.11206318755099554 0.028572172141306564 -0.0020353304725778975 -0.056485087636589687 -0.033414102292241454 0.047589532304868024 -0.059967464309332766 0.0058215658120337691 -0.044794945055677909 -0.0011658691067037083 -0.042017350926001812 -0.090210589015898526 0.013460811967307654 -0.0038919007156476542 0.035392585291194691 0.003837196128464164 0.049219288572168028 -0.056517980535044587 -0.0025642129112555044
leaf_weight=30.053502926610232 117.84856862118704 25.746722676080026 0.2197496170992953 2.4871626532149103 0.72350629465654392 2.1334756237338293 1.7039806275279259 0.77436950888659373 0.23903751908801485 2.0326035039324779 3.8691718385307468 18.175379034623806 5.5119082650853661 13.505034354304369 2.0469185693800673 3.471123262665059 0.86951703496742982 8.8268956321189727 38.983570595421043 0.43077449816337399 6.4144669654087911 3.2120559169925391 2.4879876925115232 3.4270095684769331 4.8576546904660063 2.7786541902751196 0.86048234003828739 1.1996396929389441 4.0644703698817448 0.90639803186058987 7.4104019929654887 7.3998618827863565 0.92132299137301998 2.0673788121493999 3.0751237991571543
leaf_count=4224 26795 9010 22 961 238 213 150 224 68 464 1150 5653 1598 4408 845 1225 48 1381 5437 88 1761 778 1444 2321 2678 1784 91 143 361 104 530 663 100 172 379
internal_value=0 -0.00394781 -0.0093776 -0.0174818 -0.0111647 0.00874106 0.0372291 -0.00190483 0.0010314 -0.0244179 -0.00653257 -0.00210354 -0.0247534 0.00139816 0.0139382 -0.00761127 0.0602691 0.00747842 0.005842 0.0246143 -0.0148223 0.034807 -0.0304342 -0.0250117 -0.018158 -0.0289195 0.0111404 0.00423197 -0.0111505 -0.0530607 0.0162413 0.0196261 -0.00243589 -0.00760492 -0.0242546
internal_weight=0 219.829 101.981 48.9232 32.8847 110.907 4.70697 53.0574 46.9358 6.12152 4.08892 42.9494 5.75095 37.1985 15.552 21.6465 3.00299 106.2 96.9422 9.25767 32.1612 3.98643 16.0385 13.5505 11.0633 7.63631 57.9586 27.9051 12.2343 2.10604 15.6707 14.8103 10.1283 9.20697 5.1425
internal_count=77511 63427 36632 20197 11009 14084 411 16435 14799 1636 1172 13797 1666 12131 5253 6878 261 13673 12204 1469 10771 1002 9188 7744 6783 4462 6767 2543 1259 247 1284 1193 1012 912 551
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=2 1 6 9 10 6 14 7 10 1 14 14 6 9 9 1 6 7 7 2 1 14 2 7 8 10 7 9 6 2 7 6 2 6 2
split_gain=1.32675 0.564592 0.48112 0.434461 0.351895 0.711362 0.369355 0.328889 0.322364 0.315468 0.310316 0.386889 0.295187 0.280825 0.416044 0.605883 0.512479 0.460875 0.371105 0.405077 0.595523 0.342577 0.279947 0.264305 0.251712 0.392323 0.436581 0.280214 0.416451 0.278042 0.278342 0.270907 0.33328 0.269664 0.262412
threshold=0.00018200433987658474 0.096649289131164565 -0.23715764361221156 0.078875774843329555 0.34582104212711046 -0.031232035525648603 -0.098041589802700987 0.27645521981809978 0.016114142510493173 1.8303015167475681e-05 0.80931990112582486 0.93983294495613745 0.35626111484549022 -0.48048521778879544 0.71765145599649405 0.10276003554463388 0.67965426416800112 0.40524967810551138 0.17793556733288723 0.15333011746406558 0.23983123153448108 -0.78840547781950809 0.13924850523471835 -0.3157944036670462 -0.19595334468778819 0.68616721963547589 -0.1854712598960819 -0.16758579273453614 -0.75392352115088723 0.02042290568351746 -0.40396624112366097 -0.34642487278920625 0.015019321814179422 -0.53614650925774776 0.29012271761894232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 6 -6 -1 -4 -2 24 -12 -5 -3 -15 -16 18 -18 19 20 -17 -20 -10 -14 27 29 -27 33 -29 30 -26 32 -32 -11 -31
right_child=1 13 4 12 5 -7 -8 -9 22 10 11 -13 23 14 15 16 17 -19 21 -21 -22 -23 -24 -25 25 26 -28 28 -30 34 31 -33 -34 -35 -36
leaf_value=0.0039123940664952108 0.045279285483758092 0.0039831862076663603 -0.0040900812009157274 0.034575930481706395 -0.024145270893345484 0.0048123209550400671 -0.10081942566368672 0.041226337978889631 0.024651268385527239 -0.018320671482745719 -0.078205294903439596 -0.0032457807406891881 -0.045968144223282631 -0.01577781029686303 -0.10542554360844709 0.025471188188686284 -0.010976251672036641 -0.10285900310797527 -0.043506721182646313 0.026974460117846225 -0.048992044225835314 0.047390355309907789 -0.049457641116993134 0.016287315848989316 0.022868436365908545 -0.06015350473806589 -0.0033946232500924253 0.064190369294599384 0.01526509464825726 0.013295136976566322 -0.0081136341436260969 0.021227223361486858 -0.051643052503234546 0.022023508969899307 -0.018004324485349152
leaf_weight=26.704138282111675 2.0160014217544804 13.84717102194554 92.336976727667206 13.934123867991731 1.1187258105492222 2.965467984850874 1.4330782041797645 2.5913671483285716 6.1925828880011968 3.1027648172166664 0.95755850189016145 2.4509002115373733 0.75676734343869601 55.774869258591934 0.51139128010254609 1.8428620082704599 3.8568442428186236 0.63590948429191474 0.4613871745605137 3.6857383483184094 2.574388403823832 4.0912301079661111 0.55544313095742825 6.8973757511894283 3.2106620156846502 1.8585456255968891 5.0036545100592766 2.5657322443694284 5.404542498814406 37.844328192571993 10.332766100233128 2.390927048531009 2.1197472088970253 3.5550104128924431 2.8826452495122785
leaf_count=2096 168 4130 20899 1838 159 755 229 168 1640 348 209 382 116 22963 71 344 975 110 77 1070 436 1022 300 997 501 367 1090 349 1045 8160 1922 474 445 404 1252
internal_value=0 -0.00242001 0.000634337 0.0151453 -0.00391679 -0.0284966 -0.067205 0.00721304 -0.00254813 0.00618955 0.0052478 -0.0243046 0.0259093 -0.00907931 -0.0115424 0.00183418 0.00503283 -0.0239814 0.0153329 0.00249737 -0.0179262 0.0381783 0.0185512 0.0101321 0.00650265 0.00385921 -0.0187671 0.0183651 0.0310148 0.00650064 -0.0038291 -0.00960382 -0.0155235 0.00322166 0.0110798
internal_weight=0 277.58 190.298 50.8838 104.602 5.51727 2.5518 29.2955 99.085 85.6958 83.6798 3.40846 21.5883 87.2818 73.4346 17.6598 17.1484 4.49275 12.6556 8.10299 4.41725 4.55262 6.74803 7.65414 80.2713 65.6433 6.8622 14.628 7.97027 58.7811 18.0541 14.8434 12.4525 6.65778 40.727
internal_count=77511 72296 41098 5215 23982 1143 388 2264 22839 17116 16948 591 2951 31198 27068 4105 4034 1085 2949 1850 780 1099 1940 1113 16357 14211 1457 2146 1394 12754 3342 2841 2367 752 9412
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 1 0 10 11 15 15 0 5 0 1 0 13 1 15 10 15 5 12 5 13 11 0 15 10 0 10 15 15 0 11 12 11 12 13
split_gain=0.956194 0.285061 0.365284 0.339604 0.256392 0.23196 0.235373 0.212215 0.204305 0.262097 0.294671 0.563932 0.234455 0.204652 0.198837 0.195635 0.195533 0.189531 0.285302 0.254404 0.275795 0.180578 0.244102 0.180268 0.177763 0.176502 0.481668 0.244319 0.340845 0.362195 0.276966 0.288972 0.295885 0.27456 0.21424
threshold=0.0032880195649340753 0.14317514747381213 0.082473024725914015 0.82271997802620167 0.040189447271982336 -0.11654815154549052 0.29531878241431425 0.13559516519308093 -0.00083901461646136699 0.2119780704379082 0.41278143227100378 0.42667351663112646 0.0024896437004508216 0.59865203499794017 -1.2990616572868883 0.018294584842860031 1.2991545835695379 -0.0096259951228642431 -0.0095023829396483558 -0.065473320834825141 -0.0034459061362752549 0.00097145319209330551 0.30310910940170294 -1.2990616572868883 -0.45095191509853044 0.016881348565220836 0.77489507524597112 0.4560402053328606 -0.090909991804366944 0.13842070102691653 0.018014367269570248 -0.0002831036256107765 -0.008938164200551069 0.011152583256562461 0.0075678066100654997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 23 4 5 24 8 -7 -5 -4 15 12 -12 -11 -13 -1 -10 25 19 -19 20 -8 22 -22 -2 -3 26 34 28 29 33 31 32 -30 -27 -16
right_child=1 2 3 7 -6 6 17 -9 9 10 11 13 -14 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 30 -31 -32 -33 -34 -35 -36
leaf_value=-0.033581329118549705 0.046146401086519448 -0.11109243686066013 -0.0069562665704486736 0.0035819859630607468 -0.12772396853851761 -0.01810127672877692 0.041311932171339986 0.10776105750433317 -0.0031085091958678451 0.058028640504502786 -0.089699158013162528 0.048360861003817208 -0.0092729530553758745 -0.0057575205038974137 0.0095791402069486838 -0.080566364241813695 -0.038032998895766279 -0.039476020230910798 0.017322639063040709 -0.034531420906561576 -0.0644468106315991 0.015223322815253472 0.0074478486862607123 -0.0012901390421869272 -0.023485838527548077 0.028924161157824271 -0.058869248108289932 -0.041677435062142817 0.083368130811686481 -0.078632954730429735 0.11294250947664837 0.055634962410176236 -0.015000091439705036 -0.056851948877701702 -0.0092564957166095495
leaf_weight=1.1390082077123214 0.80547706209472281 0.23996532578894392 13.103922121776124 0.36756216449430112 0.25983358005032631 23.547048688429641 1.2918239477148743 0.41777192897279747 1.9866358056169686 2.576730734755984 0.55714928312227163 1.3558869262342343 0.64773382819839742 1.4417726355459306 90.49124912359548 0.3901022619975264 0.89858029177412291 1.0279958797182187 6.3293387837620667 3.2160916759530664 1.0767760287708372 1.3125377168125849 0.84118737484823203 147.7413595657672 6.6560046526319629 2.3207331716548651 1.0787595405126911 0.56042380868166297 0.38320221264439158 0.48408516339259211 0.50395423222653324 2.74372397449042 1.5135392646116077 0.44466908916365344 6.470421713362156
leaf_count=82 113 59 5048 136 60 9719 426 104 506 641 120 418 184 544 11337 104 80 293 1830 1741 244 421 247 37848 2621 360 160 103 73 58 48 423 299 62 999
internal_value=0 -0.00349565 -0.00882506 -0.0063365 -0.0302087 -0.00718181 -0.0118524 0.0590018 0.000999721 0.0126405 0.0229224 0.00217449 0.044509 0.020471 0.00798144 -0.0158219 0.00842021 -0.00210505 0.0093865 -0.0130307 0.00225972 -0.0133566 -0.032915 -0.00103292 -0.0265344 0.00881034 0.00758288 0.0222497 0.0265179 0.00116323 0.0425332 0.0348867 0.00487343 0.0151316 0.00832221
internal_weight=0 217.191 68.6439 61.4881 7.1558 60.7027 38.6428 0.785334 22.0599 8.95601 6.57927 3.35481 3.22446 2.79766 109.032 2.37674 107.893 15.0958 7.35733 7.73842 4.52233 3.2305 1.91796 148.547 6.89597 106.995 98.0404 8.95433 8.39391 3.24949 5.14442 4.64047 1.89674 2.7654 96.9617
internal_count=77511 63427 25466 22726 2740 22486 14921 240 7565 2517 1907 1082 825 962 14084 610 14002 5202 2123 3079 1338 912 491 37961 2680 13922 12496 1426 1323 480 843 795 372 422 12336
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 10 9 9 8 11 1 3 9 8 3 8 1 3 3 3 1 3 9 9 1 9 9 9 12 8 1 8 10 9 9 10 10 8 9
split_gain=0.914295 0.487724 0.336539 0.683625 0.4253 0.565383 0.395271 0.325389 0.664699 0.362849 0.311422 0.494022 0.310893 0.302257 0.28028 0.267292 0.264688 0.279893 0.247319 0.349797 0.241402 0.310383 0.265304 0.480491 0.495673 0.418999 0.414515 0.278981 0.550743 0.301457 0.419258 0.290362 0.47162 0.322044 0.284342
threshold=0.064739523455500617 -0.45095191509853044 -0.1889434304990579 0.16268997604604657 -0.016462614947051164 0.0053452121046142454 0.95587930083274852 -0.98911370569840062 -0.1931668554227422 -0.03317827500773201 -0.99640166945755471 -0.11843974902012112 0.22615503519773486 0.35262428876012569 0.95236005529295664 0.99700304526777483 0.029701619409024719 0.38961078738793736 -0.19421231619406934 -0.1942085329469812 0.28797677159309393 -0.53369749896059415 0.85628611699070711 0.85628955194357415 -0.0022325935966105701 -0.09105200092262844 0.00020667869102908301 0.026273678401583015 0.68616721963547589 -0.53355871336626615 -0.52869874852146281 0.6861634150630862 0.52337128941564059 0.12602063388079462 0.71765145599649405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 -4 5 13 12 8 10 -10 -3 -12 16 -5 18 -16 -6 -18 -2 -20 21 -9 27 24 -24 -26 -27 34 29 -29 -31 32 -32 -33 -23
right_child=2 7 3 4 6 -7 -8 20 9 -11 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 23 -25 25 26 -28 28 -30 30 31 33 -34 -35 -36
leaf_value=-0.056376337862276929 -0.0098855887585886891 0.011616228229394735 -0.026769955553883042 0.064248283909202814 0.018398416733992045 -0.033207796095587487 0.13092009106186528 -0.035267045666337683 0.023827065239106326 0.074847278866630312 -0.0033654316790558188 -0.075941051746190577 0.0020149127187741602 -0.017540201605209468 0.038791351848599914 -0.025692515523939103 -0.021159211029993994 -0.073732110066961773 0.099617024255009345 0.0052073227283785314 -0.011931094355083891 0.0020891619510612011 -0.037499358226214669 0.029295532630945559 0.010190436048957112 0.037520964673822037 -0.025405171127382987 0.052237142302885037 -0.022366342133114614 -0.065351775807131238 0.014541379697702582 0.017385952524723292 -0.049972916421406138 0.07027270841788856 0.037527753954119586
leaf_weight=1.3856088383909071 17.550823997273262 6.1704011766414624 24.132924572484626 2.5068622802791682 0.92159340433135728 1.1323954981780842 0.19664817676675816 2.1288218480476635 10.512243944839609 1.6070263379697287 3.6173360072862124 1.2662302365934008 6.8691392457403708 0.5511984434124314 2.8578083193315247 0.82936289583449241 2.7380136074498296 1.6070453083493701 0.48937093437416512 1.9815164084138803 11.817165674205169 152.70829295945805 5.3329405287513572 3.4741708805231601 10.945871644420555 1.1857084624934895 8.9378414405509812 2.2207516805501646 4.065620893117738 0.65045745880343275 23.574840039822455 2.9157206697855136 1.1903447877557471 1.9027744452469049 2.2981353246286735
leaf_count=492 5195 441 13277 502 347 225 98 559 1578 236 359 120 2486 145 1247 324 729 630 175 552 3960 29823 839 595 1516 149 1630 386 860 150 6516 446 268 228 368
internal_value=0 0.00279425 -0.0105184 -0.0160403 -0.000368831 0.0271543 -0.00972097 0.00311139 0.0144176 0.0305924 -0.00331609 -0.0221831 -0.0119999 0.0495064 -0.00104949 0.0242869 -0.030279 -0.0406036 -0.0057154 0.0239056 0.00199815 0.00273453 0.00309992 -0.00566463 -0.0102649 -0.00337149 -0.018035 0.00446711 0.0123299 0.0166763 0.0140643 0.0158105 0.0114405 0.0382704 0.00261458
internal_weight=0 259.908 64.3647 40.6558 16.5229 4.19046 12.3324 258.523 23.1732 12.1193 11.054 4.88357 12.1358 3.05806 23.7089 3.68717 5.26665 4.34506 20.0217 2.47089 235.349 223.532 221.403 29.8765 26.4024 21.0694 10.1235 191.527 36.5205 32.4549 30.2341 29.5837 24.7652 4.8185 155.006
internal_count=77451 51519 25932 18439 5162 872 4290 51027 2734 1814 920 479 4192 647 7493 1571 1706 1359 5922 727 48293 44333 43774 4729 4134 3295 1779 39045 8854 7994 7608 7458 6784 674 30191
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=3 2 2 9 7 12 9 9 4 8 2 12 7 12 4 4 7 6 6 4 3 6 4 4 9 4 4 8 6 6 7 2 9 9 8
split_gain=0.810467 0.506943 0.432274 0.361578 0.354154 0.290156 0.408514 0.629083 0.304995 0.300228 0.279182 0.274594 0.342268 0.252349 0.246338 0.237112 0.233618 0.249355 0.269338 0.248177 0.227621 0.318154 0.376122 0.363819 0.324234 0.280582 0.307382 0.246672 0.256617 0.311172 0.254201 0.319258 0.356476 0.287121 0.243998
threshold=0.01941897347569466 5.9002657508244745e-05 0.032029911875724799 0.17500724305896503 0.55528513079292674 0.00087906928625309979 0.16268997604604657 -0.022421119569964551 0.097903650254011168 -0.0096129231549641307 0.048623917624354369 0.006753116881374927 0.89193769871005968 0.01556708527001382 0.016161330044269565 -8.2277023466303931e-05 0.17793556733288723 1.2683995353219919 0.98010856608730745 0.10752806067466737 -0.98911370569840062 0.44323352652626669 -0.015036094468086956 0.20652600564062598 -0.19421231619406934 0.011088293045759203 0.047062343510333456 0.063000502953764914 -0.59741937842909953 -0.64503322738558266 -0.36492180527305756 0.022340632975101474 -0.17599898402649428 -0.42447059611136456 -0.13086503682466635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 16 20 -4 7 -7 9 -8 -11 -6 -13 14 15 -9 17 18 19 -1 21 23 -23 24 34 -24 -27 -22 29 30 33 32 -32 -29 -3
right_child=2 4 5 -5 11 6 8 13 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 27 22 25 -25 -26 26 -28 28 -30 -31 31 -33 -34 -35 -36
leaf_value=0.0053025157752700502 -0.056865930696808259 0.02130937348825903 -0.011410773839243724 0.053460012451600494 0.034839333142008724 0.0057668914453013215 0.041005150985911856 -0.010489080597987014 0.10278662903338771 -0.089727478901027585 0.0066040402916657795 0.017779236546416621 -0.058895932462860658 -0.070172393819819809 0.019033699563729467 -0.046988106990372154 0.034896730025053772 -0.040434735151778152 0.062225683818401656 0.039822253034050646 -0.0016384659462445345 -0.082917299522868249 0.055963373939905685 -0.04755292712010567 0.04660536329881864 -0.086213568846391642 0.036554611621408516 0.022092865841860515 0.0023294172030867491 0.076212753649117365 0.032762996952674345 0.052508420601774443 -0.1037910513955765 -0.045459628360427967 -0.053178544488394534
leaf_weight=22.374864129564244 1.761798558931331 1.5069947567535567 54.482582145924425 2.256990084512835 5.4409728747559694 17.170568480894872 2.8694326466938946 3.7971152050267833 0.42026697026449245 0.32203854127146581 4.572563417841593 2.138116552116117 0.80001165438443411 1.1473265659296874 1.3462203307062734 3.3503325450146835 3.8828175141243255 0.99661497969645907 0.97037919220747326 2.2964592822972909 158.9658051122351 0.63599695233278941 0.68662154318008084 0.62816565082903242 4.7102153185369371 0.45030734931060579 0.37276649822160834 1.4651229069568219 15.029950552860099 1.0332412028219575 0.49722144810948521 2.5187863192113582 0.31058227182074993 1.1027670589974143 0.62096208665752772
leaf_count=2006 484 170 19774 250 755 5345 653 2357 81 53 1694 283 87 611 657 1847 312 123 90 265 33110 126 76 147 718 83 108 194 3775 217 82 583 84 186 65
internal_value=0 0.00331419 -0.00781272 0.0148372 0.00141538 -0.00684687 0.000258336 -0.00571098 0.0198137 0.0153223 0.00026594 0.0215365 -0.00309835 -0.026153 -0.0202069 -0.0275978 0.0119811 0.00864086 0.0105483 0.00851569 0.000530518 0.0155259 -0.0184117 0.025279 0.0319694 0.00876295 -0.0306124 -0.000266152 0.00966892 0.0255922 0.016719 0.0349644 -0.019739 -0.0069172 -0.000427051
internal_weight=0 231.693 91.2402 32.7781 198.915 89.4784 34.9959 26.8116 8.1843 7.76403 4.8946 8.3791 2.93813 9.64099 8.49367 7.14745 30.5211 26.6383 25.6417 24.6713 190.536 9.61203 2.14569 7.46634 6.83817 1.5097 0.823074 180.923 21.9577 6.92772 5.89448 3.32659 0.807804 2.56789 2.12796
internal_count=77451 43895 33556 3046 40849 33072 13298 10817 2481 2400 1747 1125 370 5472 4861 4204 2796 2484 2361 2271 39724 1493 393 1100 953 267 191 38231 5121 1346 1129 749 166 380 235
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 9 7 14 2 9 9 12 2 14 9 9 13 2 15 2 2 14 2 2 15 15 15 15 15 14 12 13 15 14 15 7 11 9 2
split_gain=0.725453 0.455277 0.362289 0.365556 0.312524 0.321195 0.514335 0.506221 0.385415 0.373021 0.269339 0.278219 0.275094 0.284257 0.269024 0.268594 0.266746 0.264701 0.473078 0.278657 0.333409 0.251936 0.421502 0.275336 0.24075 0.227681 0.220596 0.501829 0.212898 0.211765 0.20691 0.258016 0.214818 0.206541 0.201431
threshold=0.00096497480990365158 0.07033595950073411 -0.060118950515436413 0.99267578178964555 0.22797651588916781 0.85628611699070711 0.85628955194357415 0.0063431170250277539 0.041384568437933929 -0.78840547781950809 -0.48048521778879544 0.16268997604604657 0.0039852428576696583 0.94618722796440136 -0.69286812920285179 0.0099086901172995585 0.00057858091895468544 0.14789193935949993 0.49874354898929601 0.26823882758617407 0.045904546562046129 -0.24811776116329201 -0.14584928041672188 -0.95467327057607576 -0.14205120478123981 -0.37377050103863568 -0.0044010174561656453 -0.0018043731678661194 -0.49903493237238866 0.83106793480686247 0.5377030377869948 0.069702749563592861 0.011743279990088741 -0.5249681451160807 0.067914605140686049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -2 7 9 24 -7 12 25 13 33 -13 -8 21 19 -19 20 -16 23 -23 -3 28 -12 27 -24 -9 -20 31 -11 -32 -6 -17
right_child=4 2 -4 -5 10 6 15 8 -10 30 11 14 -14 -15 17 34 -18 18 29 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 32 -33 -34 -35 -36
leaf_value=0.0020718875746200192 0.00072977217996935372 -0.043239835799273131 0.027131196488136996 0.089077650144631759 -0.016575239773230718 0.030202215244646675 -0.059313291394048596 0.027394991817667792 -0.041091372772210616 -0.043437772820133259 0.01171730863162735 -0.067968191788916985 0.072137869177829411 0.026652114331530766 -0.0078929873108597691 0.040443004725999883 -0.031528370868701819 0.057496504878141168 0.0055814429743156922 0.00053162170503589178 -0.12300375869017915 -0.065486441125729641 0.0126761404711642 0.040411529567651733 0.027065778411536314 -0.023811639125171286 0.015246275108340849 -0.10883145408402464 -0.040084342933896629 -0.07438479442627996 -0.092902461904640576 -0.0079449208792568334 -0.023818087772172161 0.047342535276736347 0.0035206077193651489
leaf_weight=44.139119132943961 175.54031596977075 0.44784230715595219 18.034760266817102 0.51068593986565325 6.0877525411779052 0.88276421627961354 0.47664825900574115 0.73692093673162196 1.7162883608834816 5.8515757696004602 1.9753363052877819 0.55422607471700658 0.56033715425292108 2.8151908457512036 0.57890401194162933 2.5005458093364723 1.9358189104677883 1.9917366525914988 1.5158798453558118 4.0040489088351023 0.44506856522639282 0.90652206160302462 1.0383974763972217 3.2411831456120117 3.9421024322509757 20.757290745155846 6.0615204379319048 0.50529637458384602 1.2790912821656091 0.42373260458407447 1.2068725551944215 3.1511117260670289 0.71780652063898731 0.55133388366084268 3.6117158196429955
leaf_count=4198 43880 95 2935 69 1782 171 88 126 355 1087 966 163 215 1117 122 431 459 481 718 1807 70 173 189 486 635 11389 1078 87 211 163 182 531 120 205 667
internal_value=0 0.00869619 0.0176427 0.00595985 -0.00244746 -0.000808506 -0.011165 -0.0193324 0.000662961 -0.0323258 -0.0102664 -0.0147154 0.00405886 2.39449e-05 -0.000356973 0.0129875 0.0029572 0.00382545 0.0232641 -0.0113734 -0.0579258 0.00842881 -0.00103135 0.0302564 0.0126907 -0.0207244 0.00665153 -0.0270969 -0.0154184 -0.0118882 -0.0373771 -0.0310146 -0.0671375 -0.0112673 0.0186257
internal_weight=0 76.8211 32.682 14.6473 243.875 201.614 26.0734 19.4845 7.6744 11.8101 42.2608 32.2462 10.0146 9.45428 9.5136 6.58891 14.1366 8.95937 3.93135 5.02802 1.02397 12.2008 8.51174 3.68903 5.95811 22.7326 7.60521 1.54369 2.01601 1.93961 10.9274 9.00269 1.92468 6.63909 6.11226
internal_count=77451 9769 5571 2636 67682 48484 4604 3418 1327 2091 19198 15879 3319 3104 3524 1186 2567 3361 1362 1999 192 2108 1527 581 972 12355 1354 276 337 881 1920 1618 302 1987 1098
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 5 1 13 13 6 6 5 4 0 3 5 5 5 5 5 5 8 5 0 3 0 4 13 8 4 0 6 4 8 0 1 13 6 8
split_gain=0.787588 0.471818 0.4587 0.425304 0.342488 0.423053 0.393961 0.318961 0.420888 0.372134 0.303707 0.294685 0.855687 2.61253 0.398865 0.460963 0.853184 0.408918 0.392912 0.324628 0.321595 0.315942 0.280955 0.339227 0.270092 0.266143 0.266052 0.259285 0.276582 0.250762 0.249241 0.309435 0.249244 0.248145 0.247845
threshold=-0.044036383740603917 -0.014235319222648346 0.0013290976639837029 -0.0040515850077885779 -0.0038204395605195055 -0.38247772449275519 -0.11870300198588336 0.064888765624582054 -0.0024036592803895469 0.012925147078931333 -0.88640494180435769 -0.010913595451088042 -0.063918118103168664 -0.063924000229542463 -0.073772413718562677 -0.076839542186349738 -0.07683836389876296 -0.13381388587170742 -0.053284130313155438 0.088349789381027236 0.95879579200118326 0.071670223027467742 0.052189372479915626 -0.003518134940054683 -0.30517151148480048 -0.23254304518923161 0.0034691503969952468 0.095182868997010742 -0.0075929011800326398 -0.10495584008894469 0.016319202259182933 0.032962037250399596 0.0014217751229819602 -1.5308837756873845 0.1481467491498685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 34 5 -3 -7 8 -8 -10 33 12 13 14 15 17 19 -4 -14 -17 29 -16 23 -6 -9 -12 -19 -2 -29 -20 -13 32 -32 -5 -1
right_child=2 4 11 10 22 6 7 24 9 -11 25 30 18 -15 21 16 -18 26 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 31 -33 -34 -35 -36
leaf_value=0.021997586719328308 0.019478260502148539 0.014439017295953305 -0.048144632015997169 -0.06530273685387139 0.059981599015303713 -0.06163641237184532 0.006735867349478431 0.032369997056491927 -0.11167685947211614 -0.0042231413701911162 0.070961844340644495 -0.017454591459986797 -0.075156276248181803 0.12903029576930911 -0.066889974005279629 0.03943819208148 -0.016147337075751809 -0.071607483546721806 -0.069553835600982702 0.1193544407151127 -0.051107295877374108 -0.018038739548387913 0.019183274756456602 -0.00061655062560182056 -0.015161042176547769 0.00081367854612191838 -0.0051030635594578651 -0.075803761088915858 0.00129766123370759 -0.013948096944493915 0.027249980488169696 -0.0032328487099866307 -0.0040198395011801632 0.018342643146071497 0.10052423033949193
leaf_weight=18.18677641473187 10.898226765057187 3.8033420859719618 2.5568643746992121 0.36134838021826254 0.93779486812127189 2.2442074837599639 0.96434954530559513 1.6527434054150925 1.0275646573863904 0.46958239706873417 0.54795516812009637 9.4631523044808983 1.737355343291713 1.4217881616204966 1.7985204564974981 2.8679988251533364 3.5294586303862223 0.61419782257871602 0.86970730632311166 0.61778496508486558 3.7120865593424233 5.0168280662583129 8.9977410437895724 61.838704977923044 4.3215275020484132 41.749114170961548 29.192000472665313 0.58179837337229434 2.3228087883253457 12.014698375536678 6.6973869434586941 52.361337056207049 4.1153062095545465 19.181095312444086 0.41100940085016091
leaf_count=3804 1336 575 569 43 120 382 146 217 110 125 96 2110 575 456 510 744 1045 88 412 237 2226 1488 1404 8460 708 9191 9987 96 419 7351 1577 16571 980 3235 58
internal_value=0 0.00496434 -0.00498201 0.0104736 -0.00017321 -0.0142005 -0.0243996 -0.0144933 -0.0447868 -0.0779738 0.00648597 -0.00671346 -0.0115529 -0.00448474 -0.00859418 -0.0047284 0.0185101 -0.00976574 -0.0299098 0.0536017 -0.0251733 -0.0309302 0.00265736 0.000288703 -0.00201189 0.00172244 -0.00647348 0.0124025 -0.0141459 -0.0177015 -0.00231962 -5.24818e-05 0.0153487 0.016796 0.023733
internal_weight=0 166.695 152.389 80.4373 86.2576 14.4833 10.68 8.43577 2.4615 1.49715 61.8395 138.586 65.9493 47.6154 46.1937 39.3783 7.01524 32.3631 18.3338 3.48578 16.5965 6.81535 71.7742 62.7765 5.97427 42.2971 29.8062 13.8028 2.90461 12.8844 72.6372 63.174 10.8127 19.5424 18.5978
internal_count=77451 28674 48777 16427 12247 2263 1688 1306 381 235 12565 46926 25688 15124 14668 12670 2026 10644 10564 981 9989 1998 9984 8580 925 9287 10075 1851 515 7763 21238 19128 2557 3278 3862
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 12 0 10 11 11 13 4 1 12 7 4 0 13 4 7 0 7 4 11 10 7 10 10 11 7 12 13 4 0 4 10 10 7 7
split_gain=0.685149 0.25157 0.530934 0.356649 0.297593 0.296971 0.242969 0.292536 0.237191 0.291255 0.265455 0.255469 0.206609 0.1906 0.248021 0.253745 0.249054 0.247183 0.187992 0.317439 0.266379 0.229789 0.297771 0.260606 0.197862 0.192701 0.216557 0.188491 0.187409 0.186726 0.182282 0.186902 0.314531 0.38877 0.179494
threshold=0.05700569041073323 -0.0014600413919352213 0.039771890267729766 -0.19763035161156703 -0.0058507316054651967 0.014907021680386314 -0.0034459061362752549 -0.0044372510164976111 1.8303015167475681e-05 0.006753116881374927 -0.30096202957464652 0.035257801413536079 0.00010143906911252999 -0.0040515850077885779 -0.039991157944314175 -0.16962811397416702 0.057867046445608146 0.89193769871005968 0.029216138646006588 -0.027972565472591551 -0.19654991179956058 0.15097173588722235 -0.17671428389995855 -0.16352889858891764 -0.012263108588008576 0.12442155075501328 0.012186145461680739 -0.0077370730193634029 -0.061308454722166054 0.038335820659995086 -0.039991157944314175 -0.077710586323051972 -0.093511454463786628 -0.066839697270222903 0.039726779545803698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 -3 29 -4 -8 9 -1 -11 -12 -13 14 15 -10 -16 -15 20 -20 -5 22 -21 -24 27 30 -27 -22 -28 -2 -26 32 -32 -34 -35
right_child=1 3 6 18 -6 -7 7 -9 13 10 11 12 -14 17 16 -17 -18 -19 19 21 24 -23 23 -25 25 26 28 -29 -30 -31 31 -33 33 34 -36
leaf_value=0.029623607537868846 -0.052658229863413911 -0.051456218622490606 0.00079768069779865647 0.033487097581908438 -0.0097547126242473539 0.044988284727414903 0.0043584407809485158 -0.01951238634547239 -0.050736893984579756 0.05345719430116691 0.0045925375466911757 -0.087901294175175088 -0.0074608325468770598 0.0012125390679467447 0.0087569516581912209 0.0016511011176463025 0.037101935581684349 -0.049141420775660617 -0.084569576345745689 -0.035102994079425839 0.072878664060994733 -0.019638423148166145 0.14232724726153823 0.032142421560633766 0.012561206097534999 0.0093539677136765427 -0.14256811692579713 0.0080677718660902911 -0.02070882594062174 -0.13529997893608417 -0.022408365440583406 -0.021922771123880816 -0.012414283478488755 0.073803824014296179 0.010164795149265762
leaf_weight=7.2559567728676466 2.5081240197068837 2.308741433553223 16.283426473492 2.0928878077975233 6.6126909692611644 0.28775306003080903 6.5507060559393748 23.736289951832077 1.2939591378453768 0.74896778212860216 3.084017060988117 0.65324176719877847 0.62460443342570215 154.98850783723901 31.246205535248009 3.2385929712472707 3.4412531729758475 0.98104935727314924 0.29988158418564115 0.64511733393010207 0.48433107734308567 1.1791142393340122 0.22466421341960074 4.8180225820542537 2.8334359655418622 10.297561911665978 0.14175826658902213 6.1063335369690313 1.1502149838779576 0.30685493753117032 3.9442885978787672 12.854970803997285 2.0809219452057737 1.1931954200117605 0.7051120589567289
leaf_count=738 831 712 5267 535 2910 122 2504 8150 252 51 283 75 61 29564 6029 614 771 140 69 149 139 391 46 1479 982 4345 23 1807 469 50 1375 5476 512 332 193
internal_value=0 -0.00645857 -0.0117218 -0.00209929 -0.0205465 -0.0517754 -0.00905321 -0.0143494 0.00331371 0.0167439 -0.00154176 -0.0109855 -0.0485824 0.00246281 0.0086944 -0.0133047 0.011569 0.000895812 0.0011244 0.0161406 -0.00132788 0.0205387 0.0288676 0.0370514 -0.00307136 -0.00604863 0.00451211 0.0128306 -0.0340795 -0.0616668 -0.0112322 -0.0144768 -0.00239647 0.0174397 0.0501656
internal_weight=0 109.646 49.6732 59.9732 8.92143 3.10273 46.5704 30.287 207.556 12.3668 5.11083 4.36186 1.27785 195.19 39.22 4.53255 34.6875 155.97 51.0518 7.1668 43.885 6.86692 5.6878 5.04269 41.7921 35.2015 11.5895 6.59066 1.29197 2.81498 23.6119 20.7785 7.92352 3.97923 1.89831
internal_count=77446 38868 16924 21944 3622 1003 15921 10654 38578 1208 470 419 136 37370 7666 866 6800 29704 18322 2134 16188 2065 1674 1525 15653 13707 4837 1946 492 881 8870 7888 2412 1037 525
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 9 9 8 8 13 9 5 12 11 11 11 1 14 9 13 14 8 14 5 8 14 11 9 12 9 8 12 9 12 13 9 8 14 12
split_gain=0.691127 0.218852 0.275686 0.380399 0.280007 0.219342 0.308992 0.27338 0.266187 0.262438 0.260456 0.250678 0.310357 0.226442 0.241825 0.207272 0.228806 0.222945 0.20691 0.200424 0.188978 0.180781 0.162297 0.156812 0.346568 0.24406 0.406214 0.249459 0.239805 0.237158 0.258587 0.364515 0.37327 0.232554 0.252323
threshold=0.027465895749628547 -0.53355871336626615 -0.53369749896059415 0.033353204736279243 0.1666171098655774 -0.0033703554946186726 0.71765145599649405 0.098339961726288158 0.017893654262871466 0.015324824077801493 -0.011995870770554208 -0.0027470967677297345 0.92271873354911815 -0.040404741282019527 0.070725926462841454 0.0016156718006807222 -1.0514087796621425 -0.12813286269493596 -1.2240484744210687 0.29079046398844566 -0.18376959779526261 -0.07176515385518116 0.013776245089070627 0.85628611699070711 -0.0046990116046457175 -0.065682040268551414 -0.39016537761911047 -0.015549264619612002 0.85725367589188417 -0.011443472449742862 -0.00816029472503251 -0.1942085329469812 -0.26079561514690108 0.67946937613072955 -0.0040274499152761238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 4 15 -2 6 8 10 11 -10 -8 -3 13 21 -15 16 -4 -17 -7 -16 -12 -13 -19 25 -25 29 -27 -28 -26 -1 31 -31 -33 -29 -35
right_child=1 5 3 -5 -6 18 7 -9 9 -11 20 12 -14 14 19 17 -18 22 -20 -21 -22 -23 -24 24 28 26 27 33 -30 30 -32 32 -34 34 -36
leaf_value=-0.02032851281095473 -0.023063483993582854 -0.019917626042622219 0.097769481648728854 0.069652896573186171 0.020007789941700622 -0.070101751405711663 0.029722499641222633 0.040953278737486332 0.10132960691599641 -0.010603606154263581 0.065891514110722693 -0.0047254922006734002 -0.095008427686073496 0.026722110942799068 0.00056905405434288017 -0.033603117653902087 0.017291893972016029 0.0023691063080648117 -0.0089057484264965705 -0.080425665822318804 -0.019837614042120644 -0.05312804096316659 0.076652680899616354 -0.035926548858310765 -0.00058557898413062997 0.039140348694170823 0.039479540802557674 0.0044418598579597564 0.071752768523181187 0.038480919365404868 0.0019448373032785208 0.043842699188954802 -0.076899253589718192 -0.017936140209533227 0.041916272130306777
leaf_weight=4.4670474146114421 4.7579634238791195 9.6874544481506764 0.39037444326095272 1.1919705676846213 2.2106376213487238 0.55591481079318228 2.3372517387615517 2.9618146701250225 0.45525564127819862 0.38796723308041692 0.27879417053191025 5.7506362934364006 0.33250243427028259 5.2616343545450928 3.0053211950944392 1.765657640062271 3.7176253726938722 1.8940200860379279 90.013621324760607 0.34009035519557063 3.3091250361539988 0.89123066807951623 0.34819111379329104 2.8907754236279315 19.676067799446177 4.5413255144449058 2.3994779936110708 46.341641949109544 0.46919654426164825 4.1075875415990595 83.704029280899704 0.43429832975380123 0.62379526629228965 0.89680765997036349 3.2822619890357592
leaf_count=755 1436 3209 59 311 765 129 477 610 130 127 41 2183 117 1647 1538 288 672 376 32678 124 737 372 73 474 3014 794 638 11696 86 455 10368 69 123 191 684
internal_value=0 -0.00526907 0.00564103 0.016902 -0.00940006 -0.00668326 4.0048e-05 0.0161461 -0.00544148 0.0498291 0.00374571 -0.00728586 0.000567707 0.00265174 0.0133565 0.00915451 0.0249395 -0.00702485 -0.00928137 -0.00766477 -0.0131762 -0.0112203 0.0139045 0.00413741 -0.00354711 0.0053113 0.0104386 0.00797556 0.00109923 0.00215475 0.00328487 0.0249987 -0.0273403 0.00647928 0.0290722
internal_weight=0 141.845 16.2764 9.30784 6.9686 125.569 34.9991 8.88699 26.1121 0.843223 5.92517 25.2689 15.5814 15.2489 8.60705 8.11587 4.108 4.00787 90.5695 3.34541 3.58792 6.64187 2.24221 173.834 23.036 150.798 57.4615 52.9202 20.1453 93.3368 88.8697 5.16568 1.05809 50.5207 4.17907
internal_count=77446 48099 3980 1779 2201 44119 11312 1865 9447 257 1255 9190 5981 5864 3309 1468 731 737 32807 1662 778 2555 449 29347 3574 25773 14003 13209 3100 11770 11015 647 192 12571 875
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 4 4 13 5 9 10 10 10 0 2 5 4 2 2 5 10 10 13 12 2 9 13 4 0 10 4 10 4 4 9 9 12 4 2
split_gain=0.661898 0.327845 0.532742 0.513074 0.419746 0.375099 0.320825 0.312277 1.09905 0.32121 0.359686 0.45981 0.296452 0.279789 0.312262 0.272244 0.268723 0.284569 0.272351 0.323621 0.293065 0.268663 0.265212 0.291352 0.264908 0.409241 0.360433 0.303525 0.277261 0.476324 0.263048 0.416952 0.319839 0.255812 0.289142
threshold=0.00018200433987658474 0.0007306523621082307 -0.0001216700838995166 -0.0029762752992839804 0.098339961726288158 -0.1889434304990579 -0.063758888514185152 0.68616721963547589 0.6861634150630862 0.028934019617736343 0.15806954354047778 0.05454444655116885 0.0012644296512007715 0.041384568437933929 0.01093514868989587 0.095288960356412503 0.35051748031745111 -0.19702504486917052 -0.0024822942431772573 -0.0023635451440888657 0.022340632975101474 0.85628611699070711 0.011040430334001818 0.010038817301392557 0.016319202259182933 -0.19654991179956058 -0.0011163884773850439 0.34576730228313979 -0.021559438668191429 -0.033508514985442155 -0.53355871336626615 0.83473929098445543 -0.010545086046807131 1.7811300494940955e-05 0.010463627055287363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 4 -4 -5 -1 8 16 13 11 -11 -3 14 -9 33 17 -2 -18 -20 -21 -14 23 -23 26 -26 27 28 29 -19 -27 -32 -33 34 -7
right_child=1 12 3 5 -6 15 -8 9 -10 10 -12 -13 21 -15 -16 -17 18 24 19 20 -22 22 -24 -25 25 30 -28 -29 -30 -31 31 32 -34 -35 -36
leaf_value=0.0038041307990567402 -0.013837750753071414 0.025821455826812195 -0.0067468615504509893 -0.0082789286236086418 0.042899723906133926 -0.10267825338757611 0.020337012936916855 -0.018808723591299523 0.048379029196047391 -0.022135250833621598 -0.04976876991891243 0.034682885922616702 0.0023655750899575804 0.019931885857861112 -0.10886475065526065 -0.0087441213200527574 -0.048439135363503222 -0.01138556853227469 -0.04008292104619391 -0.068434376878349176 0.026658036537954712 -0.025666316730579494 -0.07213280409530938 0.0086559408225209099 0.044690896625107335 0.021748472417936645 0.020646444050642102 0.078968370867866622 -0.021165596343253924 0.036264107175891541 -0.0059003864781923925 -0.023817069611683176 0.028035375868717224 -0.023466183945219529 -0.043931373923301521
leaf_weight=28.29488450633653 14.043074654407972 4.9418021187229888 8.554908799556868 10.817624355528098 2.1262276906054458 0.97377232648432421 20.057818163510092 0.63832748099230074 4.4821869943989432 3.2961930267629214 1.7098702522780511 2.5080615926272003 103.39042072431312 0.40425812284229312 0.97029639626271091 3.7816425002201859 2.4005739161948441 8.8725756116291432 1.8011126988203612 0.37327286347863209 2.4599556004359329 5.416422910187972 0.73769295230158682 4.5515783747614478 2.6567037336499117 7.070835251477539 4.4730759131707591 0.37676612683571775 13.567550715244581 2.7475306014712322 25.423666019531098 1.4236993117665404 7.2338299156108388 5.6216959384073562 6.0001405523107678
leaf_count=2209 5198 1467 2512 2933 520 181 3008 109 723 775 483 614 25572 99 188 1116 643 1678 475 91 674 951 136 747 663 1555 784 75 2515 494 11941 313 1581 2011 2412
internal_value=0 -0.00205721 -0.00521936 -0.0154353 0.00313598 -0.0227295 0.0106624 -0.00166728 -9.75661e-06 -0.0189622 -0.00945864 0.00241629 0.00184268 -0.0544391 -0.0731291 -0.0322744 -0.00229461 -0.0007893 -0.0211009 -0.00693971 0.0141298 0.000804098 -0.0142759 -0.00999412 0.00169208 0.00665154 -0.00554114 -0.0101233 -0.0114559 -0.000118981 0.00419579 0.000554128 0.0195084 -0.0393391 -0.0521342
internal_weight=0 265.847 146.809 37.876 10.6811 27.1949 48.3527 108.933 99.4064 9.52701 7.51412 5.80425 119.038 2.01288 1.60862 16.3773 94.9242 87.8893 7.03492 4.63434 2.83323 114.096 10.7057 9.968 73.8462 43.8087 30.0375 25.5644 25.1877 11.6201 41.152 34.0812 8.65753 12.5956 6.97391
internal_count=77446 72229 43356 11685 3032 8653 5217 31671 29403 2268 1872 1389 28873 396 297 5720 28680 26797 1883 1240 765 27406 1834 1698 21599 16053 5546 4762 4687 2172 15390 13835 1894 4604 2593
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 1 15 3 15 7 15 15 5 14 14 5 0 0 11 3 0 11 5 0 7 14 1 3 15 15 14 14 11 7 3 15 15 14 11
split_gain=0.867077 0.45736 0.464757 0.396635 0.348835 0.307286 0.441623 0.313519 0.289424 0.302295 0.430535 0.288112 0.275257 0.257491 0.254075 0.511755 0.297616 0.245923 0.301391 0.332431 0.295603 0.317141 0.231384 0.220692 0.325666 0.214401 0.277157 0.335922 0.319598 0.243812 0.214151 0.212474 0.210939 0.215081 0.210917
threshold=-0.19606944266706702 0.001225374930072576 -0.59982919943163937 -0.030407785321585831 0.26002321063172212 0.069702749563592861 -0.015081056829058031 0.012127931697336553 -0.01436983011459903 -0.37377050103863568 -0.17342728986400854 -0.14243347166087891 0.00056476501049473893 0.23923470079898837 0.0013498108985141805 -0.11444671964272855 0.02812666725367308 -0.016986296421983103 -0.3611036714874401 0.043659448623657234 -0.4394058696123111 0.0097056094249409284 3.5447521440801217e-05 -0.98299038896220725 -0.95467327057607576 0.61349905920014636 0.13660156562516498 0.11342785664526052 -0.008938164200551069 0.044151601521400817 -0.63821589469443996 -0.11433093444185931 -0.067890011599566744 0.52639822108376533 -0.011194727768744939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 12 5 14 11 -8 9 -1 22 -7 -2 -10 16 -16 31 20 19 -19 -12 -22 -11 25 30 26 27 29 -28 -20 -25 -4 33 -23 -3
right_child=1 34 4 -5 -6 6 7 -9 13 10 17 -13 -14 -15 15 -17 -18 18 23 -21 21 32 -24 24 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0099277934462049661 -0.029254361736586201 0.001157662804407396 0.032215028993789745 0.025086873782295984 -0.011585860203886793 0.070907576167126701 0.10408468729493266 0.038536665561701336 0.0011333376172561508 0.1025485720411119 0.054443562273836149 0.0091460321390461254 -0.11360573944603813 0.047151185746529198 -0.11997893647790357 -0.0030059053702905163 0.077705639211202049 -0.1033111730336545 0.024619765775981337 0.037855188114725762 0.036266723556216705 0.033350742101485226 0.03609677511399835 -0.072897974898599366 0.01343662690088171 0.059194178908048969 0.080847646405806661 -0.088297382592947365 0.022513756326328616 -0.057795254391597106 0.0043010756044301861 -0.010279608333820115 -0.056054231192137184 -0.048870988488287886 -0.0077747299082945439
leaf_weight=5.5735423553851424 0.98714449547696881 32.726529015410051 1.9941718908667097 0.76347627246286975 5.0856525378112556 0.84226641049463502 1.0380884178448391 2.45629273247323 59.623217520873368 0.6318180826492602 0.6140500120964133 7.3159230384917473 0.63617661432363093 1.2412472509604402 0.44028008249733863 2.4850813648154144 0.68144771718652908 0.44266003094526141 1.9723505847869045 0.26769842628709739 0.79488561730977325 0.71269730982021473 3.0701515072978509 0.73959411057876423 27.104116676560814 1.8026174252445333 1.1468525362652133 0.409922326914966 5.1873941062076492 0.43881872808560718 0.69888705664197803 2.8700362963136339 1.8521051302814153 0.5746895294287242 137.50045507997402
leaf_count=1073 101 8432 274 78 706 99 94 310 7500 65 99 829 62 248 58 363 95 177 437 149 256 95 902 179 6181 220 131 74 656 58 170 464 237 49 46525
internal_value=0 -0.00412148 0.00782064 -0.034355 0.0118138 0.0177274 0.0282634 0.0580093 0.00680074 0.0121274 0.014664 0.0155224 -0.0623115 0.00207181 0.00323427 -0.0206109 0.0158127 0.0119533 0.0144462 -0.0501127 -0.0100861 -0.0201575 0.0474382 0.0156072 0.0109758 0.0276707 0.021464 -0.00460741 0.0330755 0.00962071 -0.0353908 0.00714185 -0.0344435 -0.00335304 -0.00605746
internal_weight=0 197.823 27.596 2.3868 25.2092 20.1236 11.6526 3.49438 114.899 54.0349 48.4613 8.15819 1.62332 60.8645 8.47102 2.92536 5.54566 44.7593 40.2109 0.710358 4.54843 3.93438 3.70197 39.5006 28.5426 10.958 9.15534 2.82109 6.33425 2.41117 1.43848 4.86421 3.13949 1.28739 170.227
internal_count=77446 58490 3533 241 3292 2586 1332 404 18956 11208 10135 928 163 7748 1254 421 833 9168 8432 326 736 637 967 8106 6530 1576 1356 569 787 495 349 738 381 144 54957
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 15 13 4 4 6 1 6 15 13 9 1 4 0 9 13 15 15 9 6 6 9 9 15 4 0 9 0 6 4 11 4 1 9 0
split_gain=0.497135 0.240221 0.308079 0.227984 0.235524 0.284785 0.226223 0.226907 0.522277 0.345824 0.502386 0.313009 0.290921 0.287245 0.244399 0.234747 0.224937 0.531451 0.215923 0.33164 0.211904 0.204664 0.473839 0.241824 0.255578 0.216479 0.206407 0.219743 0.200388 0.19984 0.23445 0.191912 0.189413 0.186883 0.31409
threshold=0.027465895749628547 0.67759378840660778 -0.0091843806481967678 -0.032280003011692308 -0.015036094468086956 -0.012179958420392044 0.026616154238581661 -0.30507619038232253 -0.85461872860093846 0.0063756485515311379 -0.28370346033661659 0.00017923501582117754 -0.3022452443838119 0.012925147078931333 -0.53369749896059415 0.0059756905990557161 0.55958035037091014 0.52751284554835598 0.42720033068184809 -0.60230841079768338 -0.037609282639652533 -0.42447059611136456 -0.42507187894151266 -0.12648159961796704 0.0049064280465245256 0.23345048725605014 0.85628955194357415 0.90359202027320873 1.5402403745497903 -0.0016577662900090215 -7.8735671073424014e-05 0.011088293045759203 0.86088603734970104 -0.53355871336626615 0.032170489430427558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 5 -5 7 8 -1 15 -11 -12 -9 -13 -14 -10 17 28 29 -20 -18 22 25 -24 -25 33 -23 -28 -16 30 -6 -19 -27 -2 -35
right_child=21 2 3 4 18 -7 -8 12 9 10 11 13 14 -15 16 -17 20 31 19 -21 -22 26 23 24 -26 32 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.049345989997539398 0.00098974412309208674 0.056630635853883254 -0.035135338906776156 -0.011078164188438301 -0.079029147547677522 0.079235036519417087 0.049002466829821109 -0.068059632769681841 0.013048014502541739 -0.046308059422640782 0.086505661514025223 -0.023540380443870693 -0.065902901950616113 0.031718354469890742 0.0029622010937036519 0.071145802210341835 0.060663853299846554 -0.033942051479265906 0.023877465918417398 -0.077631648859673635 0.0082009137199176175 -0.0078797378970018317 0.02302757860511271 0.13968449560188806 0.027297979378401595 0.019100264566793416 0.0049801064124801861 0.089219724319396732 -0.024219196499868825 0.0014617452189855191 0.010112444336064744 -0.11896673378642859 -0.033144851535265564 0.063275534876823081 -0.023153241359113137
leaf_weight=1.4756073270109471 12.977868683170533 0.70022357642301436 3.1567790178523856 0.70477797240164364 0.71147486922563985 0.69194636226165751 1.1424488366756111 0.5992578687146296 47.704075490233663 2.4586990310344845 0.47971385276468836 2.135384745211923 0.5297560554172368 1.6814119089540325 88.624262280932271 0.70576327414892048 1.2342974708299155 0.67428426483820547 0.47168897953815747 1.0132022865145707 2.0462801763133021 100.84700276013882 2.0001107767457147 0.43730508000589807 0.37660764995962381 6.5238252530689342 8.5488446654762775 0.32129645923851136 2.797864414194918 7.9823269270709725 0.50409025140106212 0.43785210751229897 0.77653491520322848 0.44500450009945947 7.6271276340412442
leaf_count=279 2910 98 416 107 84 97 293 123 7786 381 62 405 137 373 15961 105 145 115 62 174 372 37841 555 118 110 2060 1999 117 589 1000 82 76 266 171 2110
internal_value=0 0.00346398 -0.00822621 -0.0112069 -0.00495356 0.0336636 0.00466805 0.00433826 0.00936685 0.0109374 -0.0102581 0.0103716 0.00140025 0.000802727 0.00183228 0.013895 0.00220679 0.00129449 -0.0100026 -0.0453864 0.0279398 -0.00456203 0.00258955 0.0417278 0.0876819 -0.00129527 -0.00659339 0.00803146 0.00213035 -0.00429028 -0.0420625 -0.0674166 0.013543 -0.00644133 -0.0183886
internal_weight=0 170.663 15.9365 15.2363 12.0795 1.39672 154.727 153.585 56.6407 55.165 6.75521 4.29651 96.9439 3.8168 96.3446 48.4098 95.8148 92.5343 10.6828 1.48489 3.28058 140.882 31.1644 2.81402 0.813913 28.3504 109.717 8.87014 91.4221 9.19789 1.21557 1.11214 7.30036 21.05 8.07213
internal_count=77579 29322 2120 2022 1606 204 27202 26909 9391 9112 1221 840 17518 778 17395 7891 17258 16741 1402 236 517 48257 8300 783 228 7517 39957 2116 16550 1166 166 191 2326 5191 2281
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 5 5 5 5 5 5 1 0 5 8 6 13 7 8 8 7 1 6 0 1 8 5 5 5 6 3 5 7 8 6 3 3 13 3
split_gain=0.633513 0.314403 0.285161 0.717426 1.7476 0.567897 0.666173 0.544618 0.488841 0.442006 0.353524 0.335672 0.332204 0.310804 0.366888 0.300854 0.293439 0.292027 0.269408 0.301021 0.325214 0.285118 0.468752 0.290551 0.368467 0.274261 0.269393 0.259447 0.375114 0.326756 0.233842 0.232738 0.279908 0.224667 0.217116
threshold=-0.056937832385301583 -0.014235319222648346 -0.008983132448164571 -0.063918118103168664 -0.063924000229542463 -0.07683836389876296 -0.076839542186349738 0.0071432110853493222 0.027082202024757866 -0.049162233949512732 -0.15395427386825153 -0.52879331081660386 4.2045810546232239e-05 -0.27526397445838552 -0.39016537761911047 0.005634133638413902 -0.20088933118481736 0.0044186287559568891 0.49366115644611352 0.24493118375539782 0.23983123153448108 0.085855054437952563 -0.00083901461646136699 0.3658616046011739 0.020965518962830915 1.5946355658465021 0.95879579200118326 -0.18392542017978897 -0.013930601012284464 0.13140109456436141 -0.049613335846538563 0.62103025265969347 0.0094816572964191454 -0.0026573969020059949 -0.95816383979399677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 3 4 5 6 10 -8 -7 16 12 -6 -2 -4 30 -10 -5 27 19 20 21 22 -16 24 31 -20 -11 28 -12 -29 -15 32 -23 -26 -1
right_child=2 -3 13 9 11 8 7 -9 15 26 17 -13 -14 14 18 -17 -18 -19 25 -21 -22 23 -24 -25 33 -27 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.018582351240685701 -0.0089513726115290938 0.00015327867457964872 -0.017247456724183933 0.029946727053048124 0.12631394469942411 -0.10982944916249726 0.0030893900522803225 0.061845639700905314 -0.049842170565391079 -0.014184940800833341 -0.02943552161969153 0.014955015029315059 -0.076638649088722074 0.088354922657445475 -0.040192364062599642 -0.010652036599276042 -0.08460928880110305 -0.0079726783467780147 -0.015646589430061236 0.018696198237175925 -0.030127524918392892 0.054997277367416345 0.010737626779461502 0.056020562575053612 -0.00010118176936367145 0.055109237661261912 -0.044940022934782609 -0.0071238956966644083 0.074862181695498478 0.06144796720451251 0.0093358356536284524 0.035298202362601692 -0.024477488300496252 -0.044878114327163612 0.0060160954278010203
leaf_weight=18.453338397212065 1.5954665185417973 81.108438944457703 9.6237244537514908 0.2564990361570384 1.205368385708425 0.67078999526711314 3.6542724407045162 2.7759225506451912 2.7156184319173899 14.236195517351009 0.46683688889606867 0.34907668578671192 1.3291369477847181 0.78828543855343014 1.928316683086442 7.0293000071578717 1.7436327376708529 29.366374676645137 11.957904456156935 10.937359002566152 3.2783351186008067 0.5344498466583868 28.761559862832666 0.60733842698391605 1.5470070796000062 0.57412354460393622 3.5603593415144124 4.471501964115304 1.31953097636142 0.82278323336504389 0.71346799132879712 1.6736752059077842 2.5943276215402875 4.0648639721839581 53.936217249138281
leaf_count=3114 296 11481 2582 86 450 206 522 880 774 8790 93 107 246 75 575 2125 640 10303 3095 3996 1371 126 6780 171 446 183 2294 503 208 83 117 674 708 1268 12211
internal_value=0 0.00442888 -0.00460348 -0.00891822 -0.00328855 -0.00618066 -0.00138772 0.0284545 -0.027257 -0.0253471 -0.00626157 0.101306 -0.039713 -0.000398039 0.00191974 -0.0215732 -0.0699185 -0.00357734 0.000847178 0.00381671 0.000199401 0.00258296 0.00753758 -0.0112132 -0.0151341 -0.0124051 -0.0203378 0.0146519 0.0476057 0.00353284 0.0508138 0.00519909 -0.0109018 -0.0325346 0.00921945
internal_weight=0 153.498 157.153 77.5687 57.772 56.2175 45.8018 6.43019 10.4157 19.7967 39.3716 1.55445 2.9246 79.5847 69.961 9.74492 2.00013 36.447 68.4593 55.9272 44.9899 41.7115 30.6899 11.0217 10.4143 12.532 17.7966 7.08065 1.78637 5.29429 1.50175 4.80245 3.12878 5.61187 72.3896
internal_count=77579 26806 50773 28606 16796 16239 13134 1402 3105 11810 11732 557 542 22167 19585 2899 726 11190 19393 16115 12119 10748 7355 3393 3222 3278 11084 887 301 586 192 1508 834 1714 15325
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 1 2 13 11 0 13 6 6 13 11 4 4 13 12 2 4 13 13 2 11 0 0 13 6 1 6 1 11 6 11 13 13 2 2
split_gain=0.523377 0.320918 0.269674 0.356577 0.366675 0.243169 0.321154 0.292537 0.303643 0.214423 0.21256 0.37237 0.260362 0.218588 0.232114 0.300594 0.312176 0.264237 0.324868 0.212039 0.209878 0.207945 0.199247 0.389643 0.310731 0.273232 0.264237 0.197925 0.200227 0.210325 0.189061 0.182906 0.201747 0.182198 0.230208
threshold=0.012678554747253658 0.0013290976639837029 1.7633533389016524e-05 0.0060994656541513929 0.01147727137024048 0.01345072314143181 0.00057248909906927787 -0.32585295010387261 -0.19841985469413267 0.007027356366205227 -0.0047104835945638484 0.38596912752836948 0.23875807225704196 -0.0073703827241770005 -0.0032604945318179652 0.0011603021994233134 -0.042178742587566369 0.0021409905863445061 -0.0033040965892170405 0.011989509221166374 0.020487568171309149 0.035385776311159141 0.0022551144938915972 0.005487674235959826 -0.23041972297819827 1.8303015167475681e-05 -0.30507619038232253 0.0044186287559568891 0.010972783760141649 -0.16171344260497739 -0.032617785493031674 0.00057248909906927787 0.0034531046853447126 0.034902077168226249 0.021043753251433376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 3 4 -1 10 7 21 -9 -3 11 30 13 20 -15 16 -16 18 -18 -8 -12 -7 25 26 -25 -2 -24 28 29 31 -4 -17 -33 34 -28
right_child=1 9 5 -5 -6 6 19 8 -10 -11 12 -13 -14 14 15 27 17 -19 -20 -21 -22 -23 23 24 -26 -27 33 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.01697860176758802 0.043768238406525939 -0.0037466874882887248 0.021593516085138653 0.084697285751089535 -0.047338524764594492 0.015529265616603102 -0.0034012517862050048 -0.039815961778248726 0.015212884175660768 -0.015714555147608143 0.038179722515728327 -0.074090251693002651 0.039028755355079471 -0.014953252053814989 -0.017359929336072867 -0.064937760940622188 -0.015222766006307346 -0.0014366549281900898 0.032757807459699348 0.069668118320342781 -0.031240626027729826 0.052312950208912572 0.023549019351687364 0.025502511214280127 0.11440767765759881 -0.007306830302105877 -0.040798665368506883 -0.028322777036784187 0.02582941268297333 0.0044308109249634941 -0.0062092676577918983 0.037342172016166533 -0.055870023682854403 -0.049742737182308296 0.069972908498698319
leaf_weight=15.63244620629121 1.2103100592212301 146.87307777465503 2.6425511675261069 0.73100712519953859 0.93967871437780637 2.6728396135004031 12.963889047710833 1.1148292359939684 9.9717097183820425 16.669645440086242 2.830299480578105 0.77768121752887864 2.1038478338305131 7.4893144731249768 3.0322917864978107 1.0341585256101096 1.6461432854412148 5.0948925529664839 9.8856943526479899 0.40969257352117061 0.5147037248534615 3.6161593194992747 4.2159178861184037 0.87105788649932947 0.71649268473993266 7.7814931391258142 0.37207009983831074 3.4369540761399549 2.2279844016302377 3.7387937710445822 32.854167315857921 0.52347125241067249 0.41730846426798962 1.0285979790642157 0.37843570562836248
leaf_count=1402 103 48246 380 61 69 546 2926 281 2567 6088 506 178 365 1263 456 163 209 684 1199 102 78 686 466 136 90 1047 78 788 307 698 5001 85 72 179 74
internal_value=0 -0.00362279 0.00473484 0.0163467 0.0133317 0.00292474 0.0104861 0.019452 0.00967935 -0.00496655 2.74781e-05 -0.00563915 0.00470172 0.00297696 0.000848006 0.00466081 0.0121478 0.0175293 0.0259087 -0.00116281 0.0274978 0.0366798 0.0096364 0.0215761 0.0656272 -0.000432049 0.00991085 -0.00827461 0.000401675 -0.00951349 -0.00413949 -0.0359117 -0.00400463 -0.0224073 0.0150569
internal_weight=0 180.117 128.303 17.3031 16.5721 110.999 30.7491 17.3755 11.0865 163.543 80.2503 36.2744 43.9759 41.872 38.527 31.0377 19.659 16.6267 11.5318 13.3736 3.345 6.289 16.5744 7.58257 1.58755 8.9918 5.99502 11.3787 7.94172 5.71373 35.4967 1.97494 0.94078 1.7791 0.750506
internal_count=77579 56507 21072 1532 1471 19540 7108 4080 2848 54334 12432 5559 6873 6508 5924 4661 2548 2092 1408 3028 584 1232 2173 1023 226 1150 797 2113 1325 1018 5381 320 157 331 152
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 9 5 5 8 7 5 5 9 9 8 5 8 0 2 8 2 9 8 9 2 9 13 15 5 13 8 2 8 5 7 15 8 7 7
split_gain=0.453369 0.4622 0.574829 0.500354 0.482412 0.43428 0.381839 0.576159 0.346233 0.652778 0.361945 0.413329 0.360511 0.325511 0.310268 0.296332 0.277971 0.277337 0.289159 0.275717 0.268664 0.60609 0.292202 0.269361 0.267047 0.264896 0.264252 0.250351 0.240488 0.262368 0.258035 0.254648 0.238855 0.263155 0.233651
threshold=0.012678554747253658 -0.42447059611136456 -0.00081780026348783608 -0.10929958120212679 0.12602063388079462 0.094946098559923101 -0.00083901461646136699 -0.10928457849172868 -0.19595023815251419 -0.1942085329469812 0.32789490474156507 0.09478381515654298 -0.0014884592010333253 0.23923470079898837 0.016883014701306823 -0.29470888353826735 0.89063915610313427 -0.17872662626705985 -0.15395427386825153 -0.10294157185011979 0.00087357405573129665 0.11594747486224118 -0.0029154483581379197 -0.11969345514250962 0.094783311809234175 0.0056072386125304357 -0.26079561514690108 0.99680611491203319 -0.09640525755785144 -0.049162233949512732 -0.18917132512900051 -0.036152375157189991 -0.0096129231549641307 -0.75261475807373379 0.4552203741105208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 6 25 7 -5 28 12 11 16 -10 -8 -13 -16 24 18 -1 -18 32 22 -22 -24 -11 -4 -23 -7 -3 -30 -31 -32 33 -19 -28
right_child=1 8 5 4 -6 27 13 -9 9 10 -12 14 -14 -15 15 -17 19 20 -20 -21 21 26 23 -25 -26 -27 34 -29 29 30 31 -33 -34 -35 -36
leaf_value=-0.0067618169434745419 -0.043646068709519883 -0.055118111717883937 -0.034712710743993756 0.014703272388492944 0.0403822563258842 0.022010818890035391 0.02213743721245353 -0.024540233938375858 0.0035160245953976873 -0.0058010415837235728 -0.034937946984875554 -0.041915980661804686 0.039055262608921192 0.11613235810940428 0.047588814566908576 0.00271586058310626 0.023843542538596395 -0.066067964697744994 0.0066360634272653015 -0.040875397561893512 0.0033492133297394751 0.018904974633025543 -0.0070539883516817893 0.053878662270480139 -0.024675434966997568 0.070043329693460984 -0.0089911560248490327 -0.082804374488612137 -0.023699987092424823 0.079743028424717546 0.024729330202127676 -0.03827917951984041 0.04980564973068239 0.014377280592804707 -0.070198998196691884
leaf_weight=32.776753245976579 1.5140528029296536 1.7736580198834424 6.1420840073842538 9.9320142471697199 6.0980089536169535 3.037158841529163 7.6330684125423467 6.0019751428917525 7.0505821374827065 55.189147138960834 4.3872369672317282 1.4919081599509798 4.7958302263868955 0.38711708830669511 1.5366973945638154 34.776723780101747 0.76512371353601327 0.41215100054978648 31.677446215646341 4.7132133635386699 3.3554642677627271 3.4810736441722865 0.89976760257559352 3.7457137222299952 8.6744485850795154 0.25126345071475942 17.650336460428665 0.24636143064708438 10.047638913260014 0.44911426229373352 1.4952962564129852 1.1232398172469371 1.903143958403233 30.418181265309613 0.64651157631305878
leaf_count=3394 378 458 1648 1585 1740 989 1430 1686 1280 21794 2302 327 1097 99 234 9593 368 77 3756 3595 802 842 246 905 1818 79 4885 88 2890 152 466 411 376 5643 146
internal_value=0 -0.00338229 0.00590855 0.0124451 0.015271 -0.0154139 0.00887848 -7.8873e-05 -0.00615356 -0.00441524 -0.00678578 -0.00563307 0.0179035 0.0266744 0.00277854 0.00461478 -0.0102191 0.00442561 -0.000177131 -0.0318365 0.00917133 0.00229805 0.0258351 0.0420768 -0.00836471 -0.0305957 -0.00634917 0.0141466 -0.0205585 -0.0158848 0.00971255 -0.00229862 0.0154242 0.0133019 -0.0111539
internal_weight=0 179.513 41.2431 31.5662 30.0522 9.67687 23.9542 15.934 138.27 123.381 111.534 107.147 11.8464 8.02019 37.8053 36.3134 69.3419 126.967 64.4542 5.47834 62.5123 29.7789 8.00095 4.64548 63.8636 6.39335 21.7779 3.28352 14.8889 13.1153 3.06765 2.61854 32.7335 30.8303 18.2968
internal_count=77579 56507 9722 6918 6540 2804 4800 3271 46785 42408 40031 37729 2377 1529 10154 9827 27575 21072 7150 3963 13922 7826 1953 1151 23612 1727 5873 1077 4377 3919 1029 877 6096 5720 5031
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 0 15 0 7 7 0 15 1 10 10 10 11 0 1 0 11 0 15 6 0 14 10 6 10 0 14 14 1 14 1 14 6 15 15
split_gain=0.412482 0.267524 0.251587 0.242442 0.347003 0.219347 0.284416 0.271876 0.213875 0.176961 0.318418 0.298065 0.35074 0.275319 0.236757 0.231258 0.18914 0.206246 0.194925 0.180059 0.174874 0.269101 0.219166 0.205298 0.180976 0.172024 0.197185 0.247944 0.171617 0.175408 0.171283 0.168101 0.214034 0.167933 0.31437
threshold=0.05700569041073323 0.16974581032991412 0.081058978766614651 0.070531692355871214 0.81422796476320469 0.70645745875587418 0.0044983171392232188 0.26708300242240496 0.44635221362113958 -0.063758888514185152 -0.063758737991832751 -0.077710586323051972 -0.018571741816502754 0.95325544476509105 0.7999846637248994 0.23345048725605014 0.0038066763923933224 0.1217777729034424 0.17987237536226353 -0.063394135931967979 0.25846898555755621 0.71364456869168735 -0.089111381016265798 0.47802318847010844 -0.093510271562057171 9.8494278972793853e-06 -0.16356643665228107 -0.035173253390235408 0.35911318659782415 -1.1048694838129727 0.081364743411540999 -0.70958229906850134 0.22312642227963422 0.99582020062348764 0.91707026623057641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 25 7 -7 28 11 -11 12 15 16 20 19 -12 18 -18 -5 23 22 31 -14 30 26 -1 -28 29 -2 -25 32 -22 34 -27
right_child=3 2 -4 9 -6 6 -8 -9 -10 10 13 -13 14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 33 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.048005829584772119 0.076463772202604238 0.07048815106410844 -0.031232814035061254 -0.083585644894516475 -0.11936869428324084 0.052392009459105153 -0.017346396976566189 -0.010225381693468582 -0.054773612539486517 0.041949342367713985 0.004270571081682684 -0.026715068244548085 -0.0081696176628537256 0.084995396090762912 -0.033788591729118571 -0.0073448423004721878 0.023106090250329666 -0.019213894467731658 -0.031162510832113063 -0.024132768331193221 0.014124463492780116 0.081682984382720508 0.081674514299449275 0.087256885922889132 -0.030234725517136348 0.0010016181175444797 -0.042997957686073007 0.018409622068614219 0.054797829671263211 -0.013023265017324004 0.01817545994583852 0.00042544063137469061 0.10431164756940459 0.017939461194966203 -0.041261820027635614
leaf_weight=1.6274228119291363 0.22152176569216919 1.0410127630293562 0.31724430454778474 1.0687942797012513 0.31193474558676726 2.8020308287523217 1.3055861094362624 0.92140935908537347 1.1659058768454986 1.910075650026555 24.553669115004595 6.59056534202682 17.685799555987618 0.37797165613301231 2.0047422076531793 1.9895498574915107 2.6351047519274284 8.7032631784013557 0.88386915213050077 0.9733204108197232 0.96916032081935444 0.52670814922021314 0.39282787038245892 0.41120569477789182 0.66741428902241651 179.2750202134448 0.80245435517281283 3.6404656802187665 0.3919873720369641 19.568805587423416 2.8224127978864999 8.6362158271076606 0.36122099109343253 5.7542252436687695 1.7774453744132177
leaf_count=116 46 286 83 249 79 256 284 115 478 1014 8078 4737 6004 169 881 583 921 2947 216 317 267 187 164 136 194 36039 83 392 202 6709 1038 3161 145 679 268
internal_value=0 0.0025007 0.0467295 -0.00522448 -0.0146595 0.00219715 0.0228146 0.0368966 -0.0131295 -0.00279631 0.00213062 -0.00706384 -0.0037007 8.35405e-05 -0.000437203 -0.0316092 -0.000789158 -0.0109538 0.00947531 -0.055249 0.00162177 0.0119556 0.00841038 -0.00358951 0.017175 0.00165957 0.0182266 0.00731854 -0.0107238 -0.0120216 0.0269603 0.00552271 0.0386118 0.00112122 0.000586705
internal_weight=0 199.264 1.35826 105.824 21.6602 197.906 5.02903 3.72344 21.3482 84.1639 39.064 45.0999 38.5094 37.1539 34.4777 4.03166 36.7759 12.2222 3.51897 2.04211 32.473 10.8861 10.3594 21.5868 3.90103 192.877 6.07034 4.44292 20.1823 19.7903 3.23362 9.9666 1.33038 186.807 181.052
internal_count=77523 38601 369 38922 7514 38232 655 371 7435 31408 13345 18063 13326 12331 12177 1149 12162 4084 1137 566 11296 3924 3737 7372 1368 37577 591 475 6957 6755 1174 3573 412 36986 36307
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 4 4 5 14 4 8 9 4 9 2 5 14 13 8 5 14 14 4 4 2 13 7 9 9 2 9 14 8 7 14 2 8 9 14
split_gain=0.442557 0.250139 0.457401 0.411406 0.535592 0.43279 0.295528 0.244664 0.236783 0.299054 0.257844 0.240875 0.450232 0.298728 0.367872 0.253943 0.436497 0.437319 0.358548 0.230275 0.220393 0.237379 0.332729 0.215542 0.53323 0.618133 0.306507 0.318808 0.28906 0.28466 0.279458 0.233884 0.22425 0.21362 0.275386
threshold=0.00023300671455217528 0.0007306523621082307 -5.5572372730239286e-06 0.095288960356412503 -0.2920277897388604 6.197424954734744e-05 0.44133902861187896 0.057513455761125508 0.0010224827565252783 0.83882958635350768 0.002547162002883852 0.09478381515654298 0.41639658422654113 0.0092021974863310558 -0.26079561514690108 0.094783311809234175 -0.33485076309114131 0.88921428100664912 0.011799764586612584 0.17046826239675286 0.0032137251691892747 0.0059756905990557161 -0.27526397445838552 -0.42447059611136456 -0.42507187894151266 0.64049309492111217 -0.53355871336626615 -1.4428570648965395 -0.013672785980898246 0.16074337255319579 -0.85488111811063294 0.0053361987229436645 -0.09443718813785433 -0.040590535876687747 -0.9295181195189256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 23 5 -5 6 33 19 9 10 -3 15 13 -13 -15 -10 -17 20 -19 -1 21 22 -18 24 25 26 27 -2 29 -29 -26 -25 -28 -4 -35
right_child=1 8 3 4 -6 -7 -8 -9 11 -11 -12 12 -14 14 -16 16 17 18 -20 -21 -22 -23 -24 31 30 -27 32 28 -30 -31 -32 -33 -34 34 -36
leaf_value=0.0041879352061363105 0.05428374335405059 -0.070222423549364144 -0.025688863257319446 0.068084535216638056 -0.010478678069082668 -0.0079999619825991131 0.03226262076934576 0.016408658586738283 0.00034769483014808337 0.091893784577762039 0.026231981223702423 0.0022218021685625842 0.06097547385953838 0.12228977313147629 0.020264101421864196 0.036154544892626109 -0.063925946379151458 -0.036252111043275352 0.083469812721483461 -0.041021956562940172 -0.050408387453999164 -0.071284455810885813 0.021925903196379656 0.0068049737189515031 0.11690377877080652 0.055911367739075846 -0.069870752110840192 -0.0016566616641166768 0.027454199942623242 -0.04270799498936316 0.029374766540738839 -0.0066576011849574781 -0.016539048635005101 0.051720149438171339 -0.059006500810477258
leaf_weight=27.606431855630948 1.0718045041430802 0.31942430336493988 5.4698099800370974 1.221712110302178 2.9950843894112031 11.409404432955851 0.60673940189008213 21.682971685007033 76.973422750619648 0.60885065724141885 2.0940770285233157 19.321182599607717 1.6097707420449285 0.44721358781680498 1.6848878531400249 1.3173433298943562 0.60802354756742794 0.42257329216226913 0.61306226416490972 1.1745619463581523 3.9778270663227886 0.58616411592811335 1.7528318914119134 15.691891363547255 0.39943659480195481 1.7789164773130313 0.97123374301008869 8.7446332439139969 2.6152147725806509 2.0935735146049419 4.2021817969507529 72.649306782069289 4.1887889975041643 0.23525792482541774 4.9647560252051388
leaf_count=2252 129 48 1553 298 848 3664 263 3387 20916 115 713 4302 268 42 490 226 90 76 100 156 770 92 241 3486 56 699 220 1207 646 307 703 26210 1138 61 1751
internal_value=0 -0.00186747 -0.00466743 -0.0163999 0.0122831 -0.0217314 -0.0356246 0.00838657 0.00165463 0.0292655 0.0134663 0.000891235 0.00996905 0.00614173 0.0416642 -0.00153612 -0.0171652 -0.0259888 0.0346193 0.0023429 -0.035053 -0.0143265 -0.000184705 -0.00190854 0.00608219 -0.000540286 -0.00564171 0.00179556 -0.00238605 -0.00958639 0.0369726 -0.00426627 -0.0265773 -0.039485 -0.053997
internal_weight=0 253.646 141.31 26.9028 4.2168 22.686 11.2766 50.464 112.337 3.02235 2.4135 109.314 23.0631 21.4533 2.1321 86.2512 9.27783 7.96048 1.03564 28.781 6.92485 2.94702 2.36086 114.407 26.0658 21.4642 19.6852 14.5252 13.4534 10.8382 4.60162 88.3412 5.16002 10.6698 5.20001
internal_count=77523 71728 43239 8438 1146 7292 3628 5795 28489 876 761 27613 5102 4834 532 22511 1595 1369 176 2408 1193 423 331 34801 5105 4346 3647 2289 2160 1514 759 29696 1358 3365 1812
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 5 14 2 12 14 14 1 1 12 10 7 3 12 3 2 10 14 3 14 12 14 10 1 1 2 7 12 7 5 5 5 10 10 5
split_gain=0.603382 0.278612 0.32948 0.34346 0.323892 0.309607 0.344357 0.295887 0.271424 0.282603 0.335761 0.361129 0.293918 0.255382 0.347676 0.292542 0.351449 0.279167 0.243883 0.229289 0.413051 0.320262 0.224336 0.217617 0.21727 0.205929 0.204875 0.201739 0.20437 0.196188 0.474442 0.784129 0.362244 0.426989 0.281825
threshold=-0.19606944266706702 -0.013980680990462681 -0.45789082002543607 2.7951897436651056e-06 -0.0027981286529430902 -0.56577024777996154 -0.60747585213613542 0.0017912366893142464 0.0017912366893142464 0.034035596324529356 0.17362478959450761 0.63216523269831759 -0.11990887066349386 -0.0030976427828725882 -0.98299038896220725 5.9002657508244745e-05 -0.089849114614105524 -0.036824068388598703 -0.09907908039167522 0.22953829224613945 0.00011119139961736131 -0.22110776519725833 1.1518723172276155 0.00035217132244724786 0.00017923501582117754 5.9002657508244745e-05 -0.043806453561708758 0.0022411837814302281 -0.34813001805479066 -0.010913595451088042 -0.07683836389876296 -0.076839542186349738 -0.063758888514185152 -0.063758737991832751 -0.063918118103168664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -1 6 -3 13 9 10 11 12 -2 -5 17 -16 24 -15 23 21 -21 25 -23 -12 -17 -9 -19 28 -14 30 31 -10 -32 -34 -35
right_child=8 2 3 7 -6 -7 -8 19 29 -11 18 -13 27 14 15 16 -18 26 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 32 -33 33 34 -36
leaf_value=0.025380126283580735 -0.029580081704793804 0.0088893350593137032 0.044235239369320112 -0.041215359463566859 0.0066992374174740981 0.037120259241046179 -0.066240515768788033 0.03284818304439923 -0.0079797734780184069 -0.071242422902012437 0.093464508008710714 0.041727070835981185 0.067928254640477234 -0.07096528242256564 0.025564094498490321 -0.098353083561076651 0.0026132032074839369 -0.041498621385431506 0.015131442443416058 -0.042229090888172699 0.0077293693118504377 0.013650224277429988 0.092254011760720067 0.013211498194534786 -0.02625132893009411 -0.026281634498589376 0.024505169902064743 -0.010283075492763813 0.0081809778165245952 -0.001898961758056361 -0.026367364239355252 0.028621642864655617 0.032928169995442895 0.020247131812679273 -0.024923837444752996
leaf_weight=12.130446015238702 3.9157076191477325 13.002514750871342 1.4368812583852548 3.168747421543233 39.514481895221252 3.9616929651820092 0.64011023822240609 0.7114638348575707 38.322371522599497 0.47622829431202163 0.81787577434442826 1.7919698444020458 0.63044252526015832 1.4384636339600549 3.0200855302900855 0.57306411623721976 5.1629374733165605 1.0757352671789702 8.3783916655884223 2.9090040625451357 3.8389641971261881 12.166530750509082 0.37425692216493267 0.5757406834163703 1.5438843497249761 3.4213196239215904 0.83554398206615665 7.2112020721542649 6.2297959309507815 85.670875508475547 20.09225655421324 6.9083213314879677 2.4709153802832589 1.7849231870022775 6.1067428729402291
leaf_count=3096 561 1402 90 388 8086 437 77 64 12548 54 76 219 113 127 210 46 755 122 935 462 568 2119 71 79 180 534 75 1143 1058 24675 9373 1620 1863 754 3543
internal_value=0 0.00571761 0.00103984 -0.00380543 0.011087 0.0125107 0.00536425 -0.00552086 -0.00355182 0.00517802 0.00640957 -0.00108275 -0.00534768 -0.0156401 -0.00970287 -0.00060137 -0.0114562 -0.0376887 0.0215745 0.00174554 -0.0138074 0.00803997 0.015996 0.0603098 -0.0457695 -0.0161024 -0.0126441 0.00139555 0.0136716 -0.00517639 -0.00888621 -0.00238945 -0.018535 -0.0033487 -0.0147071
internal_weight=0 110.926 59.2812 41.6769 51.6449 17.6043 13.6426 40.24 191.384 30.0274 29.5511 19.7791 17.9871 16.8185 13.6497 10.3 7.27989 3.34974 9.77201 23.4215 6.74797 16.6736 12.5408 1.39362 2.11695 4.13278 1.91128 14.0714 6.86024 161.356 75.6855 45.2307 30.4548 10.3626 7.89167
internal_count=77523 18909 7727 5811 11182 1916 1479 5721 58614 4238 4184 3094 2875 1903 1515 1191 981 324 1090 3818 1030 2788 2190 155 226 598 197 2314 1171 54376 29701 14168 15533 6160 4297
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=10 10 6 10 8 8 14 6 8 9 9 10 5 5 10 8 14 6 8 5 11 6 6 8 10 10 11 7 8 5 5 5 11 11 7
split_gain=0.231278 0.310321 0.660001 0.374244 0.297748 0.245928 0.243427 0.166372 0.163758 0.427844 0.396262 0.371684 0.362108 0.373491 0.327588 0.3603 0.315452 0.288647 0.270147 0.335887 0.261969 0.258489 0.253638 0.239024 0.252394 0.339873 0.406595 0.346617 0.357916 0.334559 0.521965 0.29201 0.38039 0.285022 0.23119
threshold=-0.45095191509853044 -0.4509362535116449 -0.75392352115088723 -0.44689273272939328 0.0028208689242043079 -0.28656933519685218 -0.0290507426713736 -0.86428556868617346 -0.092935732979415653 -0.15189437815147461 -0.1942085329469812 0.68616721963547589 -0.10929958120212679 -0.00081780026348783608 -0.091400307155436886 0.41438226155636487 -1.0514087796621425 -1.137188739808408 0.12602063388079462 -0.10928457849172868 0.02196735106461566 0.8002634690053595 -1.137188739808408 0.091342989461476495 -0.063758888514185152 -0.063590809553028552 -0.02460074545395018 -0.0076324189968341354 -0.089226275017224618 -0.11087180778041537 -0.063924000229542463 -0.20012399724836344 0.0015310198049537215 0.00034108173422701775 0.089748034961899523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 5 6 -4 -1 9 11 12 16 -10 18 34 -16 -5 -11 21 -20 23 -14 -18 24 -12 -26 -27 28 -28 33 -31 32 -30 -29 -15
right_child=1 3 4 8 -6 -7 -8 -9 10 17 20 -13 13 14 15 -17 22 -19 19 -21 -22 -23 -24 -25 25 26 27 29 31 30 -32 -33 -34 -35 -36
leaf_value=-0.12809044539323425 0.11985857029210152 -0.063808574320771264 -0.01855285435460435 0.025706971160883801 0.053859563782613362 -0.01021600982487679 0.057732943450478413 -0.025678109749884482 -0.029200869255539719 0.050556986570263487 -0.011531281632109929 -0.072183484125715652 0.003514864648663778 -0.034545673519903813 0.0019230550956900962 0.098560151387476494 -0.040597108818821524 0.0081498929790986326 0.061152176960753049 0.014470565988303619 -0.026859744385432916 0.037251206822745672 -0.0027182986767604871 -0.012787709008210277 0.018477960298169574 0.037064570241662473 -0.11402044128878275 -0.0028634103753593537 -0.073379961128504007 -0.073568334210520323 0.0026837264420791831 -0.008006268871823775 0.02927955805969161 0.05190990706818898 0.0017093161972949627
leaf_weight=0.17517898698861234 0.6022810258436947 0.92999303208489337 0.62357841664925207 3.8299821520922697 1.3547881036065517 4.5835802304791278 1.2706178417429317 1.6787213070419955 3.2257125354954033 1.6596192926590436 19.75054293739958 0.76541129616089065 45.329207202026737 5.3602375983973616 3.2657055534436936 0.43749933899380256 1.8279513850575302 48.817576975841803 1.8928799964487542 8.29971439152723 5.706138922887475 2.3909460382419629 53.679837698644405 27.516608491805528 9.8475959223578595 2.5030486364776072 0.3499214887633596 1.5556551280824309 1.4931859467105848 0.95042994186587293 16.185202688247998 18.014023162537335 0.47599426267697698 2.4403517887476482 2.6178806973621249
leaf_count=43 54 378 108 361 405 996 134 882 1029 289 8277 165 8449 1502 1046 154 216 11698 246 2542 1897 431 6885 13060 3503 555 50 560 484 348 4203 4738 141 741 953
internal_value=0 7.41334e-05 0.018983 -0.000473729 0.0112262 0.00230966 0.0326193 -0.0353553 -0.000270754 0.00275676 -0.00213472 -0.00294361 0.00355337 0.00507154 -0.01124 0.0133398 -0.00205047 0.00954418 0.00836166 0.0231399 -0.00601345 0.00520517 -0.0039657 -0.00483667 -0.00186266 0.00168577 -0.00207522 -0.00443792 -0.0137587 0.0045306 -0.0015456 -0.012003 -0.0485649 0.0305865 -0.0226492
internal_weight=0 299.554 8.43485 291.119 7.83256 6.47778 1.8942 1.8539 290.189 110.58 179.608 60.1032 72.8198 69.5941 11.6813 3.7032 59.3378 50.4772 57.9127 10.1926 106.789 47.7202 55.5078 101.083 73.566 53.8154 43.9678 41.4648 20.3331 21.1316 17.1356 19.9832 1.96918 3.99601 7.97812
internal_count=77523 76598 1697 74901 1643 1238 242 925 74523 19614 54909 7627 16352 15323 3655 1200 7462 11987 11668 2788 38557 8880 7101 36660 23600 15323 11820 11265 5413 5852 4551 5363 625 1301 2455
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 8 1 9 3 8 6 9 8 6 3 6 9 6 3 3 6 6 12 8 6 8 3 8 8 11 6 8 1 1 1 6 8 3 3
split_gain=0.547624 0.288499 0.334187 0.287949 0.276084 0.264652 0.236653 0.214473 0.388555 0.324163 0.257838 0.300713 0.212673 0.208492 0.206112 0.201012 0.487774 0.386574 0.332147 0.427006 0.31835 0.243101 0.279734 0.235508 0.22241 0.208739 0.273135 0.345319 0.297618 0.199934 0.199907 0.194703 0.198321 0.192513 0.188628
threshold=-0.19606944266706702 -0.18753789579679153 0.02430494595319033 -0.42447059611136456 0.98917558758307689 -0.022190773068524575 -0.7331862229067535 -0.51993979625104891 -0.44014681722372995 -0.16605544624998661 -0.76858597350656044 -1.0967990447016429 -0.43260544808347406 -0.87861779409565177 -0.95816383979399677 -0.93485479537594063 0.18506198318268996 1.4686042564285424 0.0017235720677590404 -0.27722103593152425 0.017851418946514454 -0.15395427386825153 -0.72393986296810897 -0.15995546755822007 -0.15078132698949984 0.0091803960191019964 -0.11870300198588336 -0.25413960781353734 0.00020667869102908301 0.93734586238861095 2.673975814104779e-05 -0.32585295010387261 -0.19595334468778819 -0.13180383713915941 -0.99421100893232495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 5 13 30 -7 8 9 -1 -9 -12 33 -5 -11 25 18 23 19 -17 21 -21 -23 -18 -20 26 28 34 -10 -15 -3 32 -30 -2 -28
right_child=1 3 -4 4 -6 6 -8 10 15 14 11 -13 -14 29 -16 16 17 -19 24 20 -22 22 -24 -25 -26 -27 27 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=0.0086376507521165914 -0.04239131500880286 0.049379945041187472 -0.012846724592318372 -0.023922235499109698 -0.037418013135885629 0.025375848417911063 0.0036057200292334418 0.014203722846521771 -0.017582326422783248 -0.10535477708120058 0.035223637467179596 0.00012614538980214762 0.025971404393302235 -0.0052128905826420904 -0.034400220008058389 0.043046287750768616 0.017439572368706656 -0.030269885287791332 -0.0034197402925200669 -0.056305223727006165 -0.083823096482979739 0.034900848013084539 -0.028359202325238659 0.059223378042474878 0.041214068635267234 -0.036369593419754681 -0.021710327878614936 -0.0016072151329160848 0.047944327848045157 0.044649298934758302 -0.010699040878729089 0.073396155660332793 -0.012818814433971069 0.01356815473949643 -0.09023416085495943
leaf_weight=0.96365488646552 0.94420705456286702 0.5778659419156601 4.7091696120041879 6.0355594896464018 2.8188587375625493 6.5148487249971394 21.38027988965041 41.18020961693037 1.6427758994395834 0.70414540707133721 2.6309713994996846 33.841695981176599 9.1076357087877113 121.16918221648848 0.97803250903962058 0.9329662634991126 2.3686258287634701 0.87650496396236111 2.4582874039188027 1.2158002480864536 0.91900217486545432 1.1645794655196384 1.7485418260330305 3.1334014162421218 2.0452583796868566 2.0290460352553046 0.82663625403074548 4.9007873148657417 1.1124560242751615 0.80953496006986725 13.319603554642525 0.92852878198027644 1.0386354783549903 1.7620068306569017 0.78150476957671233
leaf_count=94 103 36 1196 1980 2180 1510 5741 7851 102 80 355 7436 1385 41224 112 90 254 115 249 139 105 117 220 313 222 237 63 431 93 442 2484 64 102 199 79
internal_value=0 -0.00294475 0.00967872 -0.00415302 -0.00646133 0.00307325 0.00869009 0.00591785 -0.000866436 -0.0376085 0.00878079 0.00265792 0.0186577 -0.00577967 -0.0641012 0.00236075 0.00960461 0.0314095 -0.00366109 -0.0191061 -0.0305932 -0.0187454 -0.00306971 0.0412354 0.0168504 -0.00685114 -0.00151835 -0.0148015 0.0167899 -0.00488197 -0.00820092 0.0351252 0.0186054 -0.00595629 -0.0550107
internal_weight=0 189.149 16.523 172.626 130.833 41.7926 27.8951 110.422 32.7692 2.64583 77.6529 36.4727 11.8138 128.014 1.68218 30.1233 16.863 6.37853 10.4844 5.98089 5.04792 4.12892 2.91312 5.50203 4.50355 13.2604 11.2313 6.50893 4.7224 121.979 13.8975 3.07962 2.15109 2.70621 1.60814
internal_count=77403 58480 2883 55597 45826 9771 7251 18923 3281 286 15642 7791 1687 43646 192 2995 1824 682 1142 671 581 476 337 567 471 1171 934 573 361 41666 2520 259 195 302 142
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 4 8 7 4 4 2 8 11 14 2 8 14 14 4 14 15 15 4 7 8 1 15 8 14 2 8 4 4 8 7 1 1 7 11
split_gain=0.419041 0.31873 0.336977 0.3454 0.291394 0.27973 0.266918 0.237905 0.255429 0.227757 0.26122 0.212954 0.212552 0.196944 0.214808 0.183488 0.183057 0.181203 0.184096 0.181141 0.244295 0.171008 0.16992 0.192066 0.217324 0.16832 0.176438 0.163658 0.163508 0.183625 0.165893 0.211876 0.346323 0.162791 0.161975
threshold=0.00179558846866712 0.00031263194978237158 -0.17974302722786353 -0.63130202196819141 -5.3037423640489571e-05 0.54420686885714542 0.75075840950012218 0.44133902861187896 0.011226469031128599 0.1285059901728125 0.060309806838631637 -0.052819131810472757 0.4246491847199072 1.0538021906407933 0.0018352759070694449 0.17532534628348612 0.43566049221358816 -0.028893065237350541 0.38596912752836948 -0.050997163108323314 -0.41323178108442732 0.041448457166552551 1.0339841701104744 -0.024854315579714858 0.14154590497666167 0.26823882758617407 0.0042460812288091761 6.197424954734744e-05 0.22309740632772448 -0.064499948811977237 0.70645745875587418 7.3496375989634557e-05 0.00017923501582117754 -0.23093407511177944 0.016092648996585229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 16 12 -2 13 7 8 19 10 -7 -1 -4 15 -15 22 17 18 33 27 -21 -13 23 24 -5 28 -27 -6 30 -30 31 -17 -33 -3 -8
right_child=1 2 3 5 6 9 34 -9 -10 -11 -12 21 -14 14 -16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=0.0041982074834901323 -0.0029073499146601276 -0.023390444694396984 0.018784939609789403 -0.0096169688971233513 -0.025851948656931731 0.093870958261297932 -0.040059173852754149 0.049485352673375449 -0.033095504752646832 -0.013231592121530161 0.0038990214828826184 0.01509718891019283 0.082413769633981698 0.087965230221685675 0.011000178093584919 -0.105972394032678 -0.012067330472458828 0.033417232966397252 -0.062103411242165632 -0.086320682801174178 0.0080392901433750351 0.060296142298767542 0.047823563680558664 0.0036619173227125188 0.045248997238165799 0.062048173984037495 -0.0017535861437460423 0.0084710662696225944 -0.010827493473061866 -0.09185183989315393 0.062199326945559477 0.064279166481186423 -0.016981564221462134 0.021045728838392889 0.022150252054801159
leaf_weight=69.532573624814177 91.990644738085393 1.0016058747314653 2.3919852034159699 23.64313830384344 5.4179442894601442 0.82684584130765804 4.9184008454867572 0.65698640438495104 4.3433165908936635 0.65019221376860503 0.52924312368850224 11.678889555681959 0.67262616718653578 0.46034778995090109 1.7083295456250196 0.25269677292089987 1.9238795836427005 6.0192343604649059 0.3445330573740647 0.28441293374635801 7.771551808516957 0.90169490399785068 0.71698451155680132 34.366362643089822 0.74467885203193773 0.51956511246680692 2.6147555016796105 1.868232175853336 0.53224919353669975 0.58949670157744438 0.28220928064547557 0.5478993394644921 12.263857255718902 4.6608899749189741 0.45746808111471171
leaf_count=9958 30082 262 458 5921 1547 157 2595 250 1085 92 93 1744 111 115 335 26 341 1070 82 47 2251 195 173 11266 186 181 1308 582 129 126 28 42 3365 934 266
internal_value=0 -0.00202816 0.0021764 -0.000205614 -0.00553813 -0.00144867 -0.014948 -0.00971095 -0.0116866 0.0354274 0.0587575 0.00636438 0.0327503 -0.00238231 0.0273377 -0.00321856 0.0165731 0.0211548 0.00886747 -0.00562578 0.00470794 0.0183368 -0.000564035 -0.00115451 -0.00794164 -0.0121869 0.0088226 -0.0170513 -0.0167383 -0.0534072 -0.0136563 -0.0152949 -0.0135064 0.0131857 -0.0347654
internal_weight=0 215.973 98.2636 84.3135 117.709 81.2489 25.7183 20.3424 19.6855 2.00628 1.35609 82.1132 3.06461 79.2426 2.16868 77.0739 13.9501 12.0263 6.00703 15.3421 8.05596 12.5806 59.4712 58.7542 24.3878 17.6027 3.13432 7.28618 14.4684 1.12175 13.3467 13.0645 12.8118 5.6625 5.37587
internal_count=77403 65506 26801 24112 38705 23543 8623 5762 5512 342 250 11897 569 23201 450 22751 2689 2348 1278 4427 2298 1939 17546 17373 6107 5205 1489 2129 3716 255 3461 3433 3407 1196 2861
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 10 10 10 12 10 13 3 3 10 12 11 3 13 13 15 7 15 7 12 3 3 15 2 3 10 10 15 3 7 13 15 15 12 15
split_gain=0.502774 0.191232 0.374644 0.28619 0.22163 0.281292 0.224349 0.184857 0.182157 0.180887 0.499023 0.308931 0.255556 0.218997 0.215227 0.282001 0.248014 0.225075 0.201354 0.201175 0.19605 0.194104 0.31686 0.224019 0.187665 0.307105 0.216641 0.185132 0.184023 0.171719 0.208995 0.16757 0.190302 0.166453 0.215603
threshold=-0.19606944266706702 -0.45095191509853044 -0.4509362535116449 -0.44689273272939328 -0.0061979054753547721 0.77489507524597112 -0.020196955840434783 -0.094592025736346827 -0.0094333868473768217 -0.19763035161156703 0.0015276066709733189 1.0000000180025095e-35 -0.0061352527700364581 0.0045095394621443722 -0.0029154483581379197 0.028633199092218273 0.4552203741105208 0.83021114841195354 0.205717058416892 -0.0016533225855080989 -0.040489207953214638 0.01941897347569466 -0.060916624157709265 0.010463627055287363 0.57030054042115819 -0.083910135101650254 -0.089111381016265798 -0.064365015298662273 -0.045899813761934631 -0.06236823087365994 0.002195670963933171 1.2991545835695379 1.1769882140703676 -0.016988559936211952 -0.6330959790996451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 -2 7 -4 5 -5 -6 -3 -7 10 11 18 13 28 15 -11 -17 24 27 20 -19 22 -12 -24 -16 26 -26 -8 -13 30 -27 32 33 34 -1
right_child=1 2 3 4 6 8 9 -9 -10 14 21 12 -14 -15 17 16 -18 19 -20 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.048783398365554481 -0.035538478986580621 -0.019985288182714871 -0.059795418022432802 -0.008632590581345561 -0.057804986512712646 -0.093443307894152422 -0.038179744013338179 0.032132451752331703 0.0012178242127183893 0.00039709842522931506 -0.095464472952923055 -0.01499160754872142 0.0050941358458028848 0.1383670109698999 0.00051917508201391007 0.025789335968535096 -0.022815054523787705 0.091222647686631783 -0.079078349174565354 -0.03944931505900006 -0.013142500545828212 -0.015770319988427026 0.072657126543452313 -0.039402606144300981 0.0018700506921653785 -0.010962515510480792 0.090132213163120409 0.0095033699684034228 0.066538939431232388 -0.015448443946627078 -0.073586259754692171 -0.031130203543561625 0.042854672452188311 0.0050315254874255862 0.0471861559808553
leaf_weight=0.27081080901552912 1.7776444818773587 0.80666027590632428 0.8935633407527338 34.964001925600314 0.69940004282398049 0.6509181521832943 1.3142798650296761 4.3534329919493748 0.29560140217654307 19.848001491416657 1.0796892876969653 0.42855004603916302 3.1133655535377338 0.26291731394303486 82.462747533516449 9.6135516748690844 1.1785460619576031 0.24364925746340305 0.45982941372494668 2.8217590042258953 0.68893816017953247 2.8559629457122355 0.19990262175997386 1.6581890365487195 4.187667104331922 0.88515799425295005 0.29787449193099735 2.1400964693457336 0.78202399505244002 5.1820720189898548 1.3391718073617083 1.2255427923228115 1.3872951891244145 104.63698602187833 1.7265198439345102
leaf_count=56 898 196 378 10789 295 108 400 1101 108 5201 266 111 1291 75 22786 2978 287 30 143 758 247 1352 54 527 1776 572 121 751 201 4001 679 142 160 18136 429
internal_value=0 -0.00289557 -0.00258311 -0.00334243 -0.00306164 -0.0100888 -0.00130609 0.0239851 -0.0638803 -0.00102985 -0.011702 0.00372261 0.0213326 0.055643 0.000155064 0.00747126 0.0204815 -0.00212983 -0.0169136 -0.0261416 0.0141241 -0.0343343 -0.0523812 -0.0273467 -0.00117441 -0.0129183 0.00773134 -0.00863853 0.0376767 -0.0254244 -0.0486655 0.00563897 0.00605613 0.00557738 0.034174
internal_weight=0 187.485 185.708 180.547 179.654 35.9105 143.743 5.16009 0.94652 143.044 14.2948 8.50106 4.58686 1.47349 128.749 30.6401 10.7921 98.109 3.91421 3.75435 0.932587 5.79374 2.93778 1.85809 94.3547 11.8919 4.48554 3.45438 1.21057 7.4064 2.22433 109.247 108.022 106.634 1.99733
internal_count=77403 58480 57582 56285 55907 11005 44902 1297 216 44607 5171 2972 1678 387 39436 8466 3265 30970 1294 1035 277 2199 847 581 29935 7149 1897 1151 312 5252 1251 18923 18781 18621 485
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 5 5 5 4 4 10 1 4 11 12 5 11 4 1 3 4 1 5 12 11 3 1 3 10 14 3 14 4 4 1 14 14 3 3
split_gain=0.459517 0.210683 0.465094 1.33206 0.389943 0.322018 0.310164 0.279334 0.24762 0.247473 0.239537 0.229736 0.268122 0.240718 0.225812 0.207739 0.203998 0.202457 0.241788 0.203011 0.195783 0.218406 0.192506 0.272424 0.193487 0.198009 0.184465 0.179169 0.247039 0.268953 0.206602 0.192043 0.377103 0.222912 0.185332
threshold=-0.019247701391577717 -0.010913595451088042 -0.063918118103168664 -0.063924000229542463 0.54420686885714542 0.19241276662796739 -0.21907498783619003 0.0051873030606657275 -0.00086827832274138917 -0.0091486977111877536 0.0064771791734287111 -0.00081780026348783608 0.011743279990088741 -0.0021230634301900859 0.00031282054260373121 -0.0050361193716526023 0.11507088690996171 0.020137116312980655 -0.00083901461646136699 0.0010549728593001208 0.0046129949223622227 0.014055877923965456 0.025866731069982055 -0.015291087329387663 0.017104614291912165 0.26628363814900585 -0.0050361193716526023 0.99267578178964555 0.010504895821213724 0.030800269450992349 0.00020667869102908301 0.83106793480686247 0.73494958440985758 -0.91146056397701603 -0.70351024625415437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 5 9 7 26 10 -8 22 15 12 17 -14 -12 -2 -13 -11 -19 -20 -18 -22 -3 -24 -25 -26 -4 31 30 -30 -29 32 -1 -34 -32
right_child=1 4 6 -5 -6 -7 8 -9 -10 11 14 16 13 -15 -16 -17 20 18 19 -21 21 -23 23 24 25 -27 -28 28 29 -31 34 -33 33 -35 -36
leaf_value=0.0027019293923195367 -0.010674286714430475 0.03998411758397323 -0.15785789887672955 0.11329603453927167 0.087184003273095695 -0.048535357970682931 -0.0018909852100425643 -0.0077686587911956206 -0.030051338905484632 -0.032820485066557763 -0.049836306827300274 -0.0098060330246076775 0.1133146386431315 0.019338612051304716 0.016361225499037547 0.048019338973785408 -0.0066974448696595582 0.00096407720109405572 0.08547106437580243 0.0071172202145057695 -0.0033147267946683576 0.070866169254585373 -0.092236877285688176 0.014883078911356335 -0.036670189796465295 0.035017811314905521 -0.050390120115409803 -0.022856945141467341 0.1120347035064348 0.026273900641097799 0.053269423867557758 -0.021937735426294538 0.068336966987455297 0.014916848076001391 0.0025040786957775986
leaf_weight=162.55080196845302 0.79720004051341709 1.9492608780710714 0.25142524871625938 0.95388329488923673 0.50261811654490784 1.7245652002311533 4.6245873100124291 33.854525226111946 9.6139795040617155 1.298692751879569 0.83686584501992944 37.504558054966765 0.43736867481493391 0.72337640500336309 1.3410859330761011 2.4757960606148108 1.8761009824593196 5.4546016973254137 0.70190510060638345 0.62522121809888631 0.67073586300830335 0.97217057921807282 0.27573731273878266 8.8125944655766926 1.5667404756823082 0.5109466791836893 0.43789519877827743 1.4728409871313477 0.52519655739888538 1.2039520806611106 1.2018891935003919 3.0531715140896258 1.3455863439885436 1.8621147069279675 1.7904386949376205
leaf_count=31413 127 455 34 417 82 380 3371 12271 6518 302 86 12258 100 266 190 394 436 2261 172 176 133 156 50 2450 376 149 262 173 92 162 168 575 184 378 386
internal_value=0 -0.00449152 -0.00891619 -0.00352572 -0.000549662 -0.00624164 -0.0240766 -0.00438596 -0.0209051 -0.00124541 0.0166232 -0.00443728 0.00980685 0.0547488 -0.00907481 0.0337234 -0.00764598 0.00335098 0.0102778 0.0485579 0.0153752 0.0405809 0.0109875 0.00592556 0.00841099 -0.0190406 -0.0895883 0.00352712 0.0202307 0.0523221 0.00780322 0.0029142 0.00337196 0.0373259 0.0228943
internal_weight=0 120.794 56.9118 41.9839 63.8826 41.03 14.9279 39.3055 14.2386 63.38 5.45095 50.2647 9.24117 1.16075 2.17795 3.273 41.0236 8.08042 6.78173 1.32713 3.51901 1.64291 13.1153 11.166 10.8903 2.07769 0.68932 175.006 6.19432 1.72915 4.46517 168.812 165.759 3.2077 2.99233
internal_count=77403 43872 24050 13865 19822 13448 10185 13068 9889 19740 797 16260 3277 366 276 521 12983 2911 2609 348 725 289 3480 3025 2975 525 296 33531 981 254 727 32550 31975 562 554
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=3 4 8 9 4 4 3 0 3 9 2 4 4 9 3 4 9 3 14 2 2 14 8 3 4 11 11 14 14 14 9 2 0 8 0
split_gain=0.446439 0.272615 0.306619 0.326983 0.235038 0.217721 0.2542 0.251367 0.363111 0.246058 0.227235 0.25852 0.354556 0.287189 0.25696 0.268085 0.219746 0.28869 0.231295 0.2219 0.33327 0.257447 0.213531 0.196891 0.285579 0.217373 0.249979 0.209264 0.185669 0.237565 0.208609 0.184498 0.326873 0.206627 0.294235
threshold=-0.20855330087943 0.00031263194978237158 -0.19595334468778819 0.82651823552111403 0.071196769829839482 -5.5572372730239286e-06 0.78903780615655716 0.00098860287107527278 -0.18500902689993379 -0.42447059611136456 0.64049309492111217 -0.014313334773760287 -0.02085894905030727 -0.42507187894151266 0.0072942972183227548 -0.011065503116697071 0.40466098322526595 -0.056937832385301583 -0.4103078581443006 0.028495562262833122 0.026613467372953895 0.71364456869168735 0.093178322744428999 -0.078692297451198087 -0.0012134787393733857 -0.0191073835873222 -0.0043631966498783609 -0.0055653884336651438 -0.47188484072601583 0.044380346684040284 0.070056170900673509 0.050952574238181121 0.22813767194747928 -0.037510329506428693 0.039771890267729766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 7 -7 23 -9 10 11 12 -10 -14 15 -13 -11 18 -18 20 -19 31 -17 27 25 -25 -27 -2 -3 -30 -31 -21 33 -33 -35
right_child=1 2 -4 -5 -6 6 -8 8 9 16 -12 14 13 -15 -16 22 17 19 -20 21 -22 -23 -24 24 -26 26 -28 -29 29 30 -32 32 -34 34 -36
leaf_value=0.0049179878478348696 -0.074356657550317937 0.045854256515334924 -0.00086699538720735154 0.093290604844617653 0.031977490371915461 -0.010188297367644478 -0.038579897564087869 0.060801474469392131 0.0050001751554652803 -0.0099169388079836211 0.040127087257103101 -0.089889655563887366 0.019430395054592681 0.10934076018602766 0.0098141097969777907 -0.0058077885913230612 -0.019131231025081293 -0.011651769644981168 0.06442019462414611 0.050318110793600102 -0.10941227352091082 -0.036647731057970326 -0.071004386266559555 0.042528496051696556 0.038686618634468366 -0.08558559987371353 -0.013594725636131847 -0.017082214408870554 -0.039317902872038339 -0.011533005943118659 0.068283007426764949 0.021836172744030755 0.026040247761258906 0.028112267933032481 -0.041322776459341598
leaf_weight=107.69100797269584 1.2551938111864731 0.63297830044757608 74.912449010818818 0.56154860201058898 3.7172620211094909 14.326641529049086 4.0435780608859195 0.88293058260751323 3.888598924386315 47.398900135013719 1.857800563215277 0.53685657435562451 0.72716144740115851 0.69462904182728447 4.6080353778088465 3.6223751181969419 0.44906867563258845 2.1211459831392836 1.2637093090743299 1.0411532425787289 0.4173209691653027 1.3115799377410429 0.58324047690257419 0.38951352675212625 0.93166980185196635 0.74127696786308739 1.3807837056228884 1.2972212328531894 1.6649206422589471 0.94671276331064269 0.50060946121811867 1.2884574366908053 4.220659994509333 0.79549175354622859 2.6213830009837693
leaf_count=18597 167 105 21702 93 520 4241 2150 199 779 20510 704 90 174 109 1270 685 93 474 260 274 49 331 109 37 107 108 225 179 357 127 121 280 1243 204 751
internal_value=0 -0.00315969 0.00112297 0.0197013 0.0141638 -0.00655224 -0.0164377 -0.00444861 -0.00297439 -0.00368316 0.00717898 0.00300386 0.0206245 0.063357 -0.00700333 -0.023344 -0.00653445 0.00378924 0.0425141 -0.00101109 -0.0277235 0.00500098 -0.0148493 -0.0242003 -0.00859812 -0.0261384 -0.0387425 -0.0452479 -0.00351695 -0.0135582 0.0160743 0.0104816 0.0058349 -0.0122892 -0.0251574
internal_weight=0 187.633 82.9365 8.02403 7.46248 104.696 18.3702 86.3262 80.3305 79.4476 16.5187 14.6609 5.31039 1.42179 9.35051 4.74247 62.9289 15.53 1.71278 13.8172 2.53847 11.2787 4.20562 5.99566 3.44324 2.51157 2.12206 2.55242 3.74522 3.11224 1.44732 9.96715 8.92599 4.70533 3.41687
internal_count=77424 58827 23025 1323 1230 35802 6391 29411 28588 28389 3920 3216 1062 283 2154 884 24469 3959 353 3606 523 3083 794 823 477 370 333 346 710 605 248 2752 2478 1235 955
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 15 9 6 15 9 0 3 3 0 6 3 15 0 0 12 0 0 9 15 3 12 6 9 3 15 13 7 15 7 12 7 13 6 6
split_gain=0.401249 0.224302 0.307312 0.253843 0.326741 0.29745 0.268505 0.32088 0.563123 0.256422 0.195466 0.173847 0.421095 0.185751 0.238859 0.177796 0.179373 0.196096 0.172177 0.340106 0.484811 0.369868 0.276387 0.268612 0.364457 0.232252 0.222691 0.21243 0.203759 0.197908 0.184795 0.245183 0.199497 0.182872 0.179275
threshold=0.038953260984271772 -0.15840546682972423 -0.48048521778879544 0.81388706802579447 -0.43537544936709111 0.15655853948524664 0.015859141945838932 0.83448510375455964 0.57030054042115819 0.54577895998954784 1.8869806247357901 -0.20855330087943 -0.78791216461216707 0.0016146261477842929 0.35401250422000891 -0.018958536643342638 0.23923470079898837 0.00031867106736171996 0.40529967784322102 -0.21033465907451102 -0.83374782664759539 0.010569330280626668 -0.56423421379624727 -0.18456616837247991 -0.88640494180435769 1.0339841701104744 0.00043924462945339363 0.17031989281893181 -1.1027708984939648 -0.20485457152762232 0.00061026358163247536 0.32490432133409058 -0.010577393753674997 -0.89124644856131952 1.4686042564285424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -3 5 -5 -2 -7 8 9 -8 11 15 13 -13 -15 -1 17 -17 23 20 26 22 -21 24 28 34 -20 -24 -19 -23 32 33 -25 -32 -26
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 16 -18 18 19 21 -22 29 27 30 25 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.037301069225278705 -0.0013971090367190799 0.007115289797952758 -0.014163597908384099 -0.081791612783545908 0.0054750175892014086 -0.056014027639921027 0.044938826681396947 -0.045886315306312403 0.18986450338282135 -0.048352249309373846 -0.03862549428388138 -0.086332958940116264 0.00034097501504000882 -0.0099152308357318194 -0.10663973518246861 0.010801070864687769 0.032225438699096998 0.026351025760348503 -0.037093086678811074 -0.0720350541482042 -0.071151342354524083 -0.0029540727398638996 -0.013742375707909177 0.057447457111968164 0.0051908775705623864 0.042528549362378869 0.0585981121976962 0.031151062548584602 -0.017822085543221292 0.066837592153006331 0.047105779040333084 -0.057199363281633588 0.015044409253426181 0.00095644509056513861 -0.037886115935755242
leaf_weight=1.679134321908349 15.189891266873024 8.1665026468399429 40.180240277436496 0.79936860925954534 0.92614388205765752 0.34205321260378596 2.7923135869932607 0.42048861754301459 0.25423617872002058 0.32938292107428413 1.1849518693488779 0.65551917784614433 114.218018950025 1.6556705962284466 0.30185764550697047 29.286878691473248 2.2828970853151977 1.1311693167081109 0.43813667407084755 0.66398587734147341 1.8117039414937597 0.64689306917716738 4.9596277594064295 1.2125493077801319 19.217698258493336 1.6064685093006108 0.54659823596739443 1.3384781133499926 13.588581565476485 1.0925051860976962 0.94559968946850759 0.67076669327798377 13.060723334966502 9.337785619682105 1.0172538691840589
leaf_count=392 6275 2825 18517 226 454 73 703 253 139 76 349 91 28624 435 48 3122 581 100 64 107 307 97 867 328 2530 178 89 207 1571 184 168 209 4093 3003 139
internal_value=0 -0.00681766 -0.0105693 0.00179729 -0.0349525 0.00507808 0.0288447 0.0364903 0.0467507 0.0350953 0.00188207 0.00209696 -0.000567091 -0.0402592 -0.0248305 0.00501846 0.0045015 0.00388447 0.00112045 -0.0101158 -0.0404541 -0.000365784 -0.010671 0.00321134 -0.00226556 0.00593083 0.0160224 -0.00420159 -0.0144275 0.0408816 0.0111488 0.0013791 0.0186467 0.00520007 0.00302531
internal_weight=0 69.4006 48.3467 21.0539 1.72551 19.3284 4.13847 3.79642 3.37593 3.1217 224.551 223.367 116.831 2.61305 1.95753 106.535 104.856 102.573 73.2865 11.4979 2.79644 8.70149 6.96209 61.7886 36.5612 21.8414 0.984735 6.29811 14.7198 1.7394 25.2274 10.9542 14.2733 10.2834 20.235
internal_count=77424 29541 21342 8199 680 7519 1244 1171 918 779 47883 47534 29198 574 483 18336 17944 17363 14241 1922 460 1462 1181 12319 4518 2847 153 1074 1671 281 7801 3380 4421 3171 2669
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=12 13 9 5 6 13 5 5 6 8 14 12 14 8 6 14 9 14 8 8 8 5 5 7 14 5 13 6 7 12 5 7 5 5 9
split_gain=0.122576 0.191162 0.279122 0.253936 0.252294 0.249045 0.232281 0.242331 0.229111 0.21917 0.209536 0.206285 0.18078 0.163253 0.156538 0.1873 0.171831 0.160504 0.1893 0.155924 0.147579 0.216511 0.38978 0.190308 0.172141 0.159452 0.146113 0.143179 0.190062 0.180296 0.179043 0.175664 0.166239 0.178487 0.162137
threshold=-0.0035874173729135961 -0.010177491473519276 -0.033227265637670624 -0.07683836389876296 1.0057051156352876 -0.0016105347357784905 -0.063924000229542463 -0.063918118103168664 -0.52879331081660386 0.016586230110152232 0.28603796176243873 -0.020273011811182767 0.29709799930747327 0.13696119944599427 0.18506198318268996 0.22279408235672724 0.1797611967199724 0.55635249772033235 -0.16617162446288952 0.25476739563183098 0.2780616246876576 0.31543026006641078 0.094783311809234175 0.17419909709985359 -1.2240484744210687 0.0039493349750980644 0.004062068984850245 0.95981024567644879 -0.55370116058722141 -0.0036676893347945762 0.26688399318850403 -0.51608215327823026 -0.049162233949512732 -0.046413744319507587 0.07033595950073411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 4 5 14 9 8 -8 -5 13 -7 -1 -4 15 16 -3 18 -17 -13 -2 22 24 -24 -22 -26 -11 28 30 32 -9 -29 -30 -34 -31
right_child=20 3 10 6 -6 11 7 27 -10 26 -12 19 -14 -15 -16 17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 31 29 34 -32 -33 33 -35 -36
leaf_value=-0.027815266821746294 0.0014793899818978408 0.0039518935416352936 0.047129713968339482 -0.059950229997376051 0.068484108193198667 -0.041332401446864911 0.11609421157061828 0.04082299035399034 -0.03313680122949559 -0.0061104552236405478 -0.011343576841669343 -0.0041620674351702837 0.039335806221935596 -0.036971857829881237 0.048565040928881156 0.11009084562952783 -0.066440853505958908 -0.013259976026437329 0.030159734509728614 0.062555687941073898 -0.10058766080685332 0.084400419801393123 -0.082996596177806942 0.0037334781432786521 -0.0081374817380727316 0.041944219719028224 -0.063439592839663148 -0.11981283083452313 -0.060860953371731252 -0.087406059997938101 -0.053240339122784953 -0.020629486012305919 0.080975099901667749 -0.0057781943620004543 0.0092066844996370033
leaf_weight=1.9772257586591879 210.51871917719382 3.4803638674202424 2.9652694183059789 1.5929618027657841 0.60326490909937902 1.5157962519806503 0.304175449477043 1.4298567479709152 0.15545922773890097 2.8697604793705982 1.0247360423818461 8.4826947124856744 0.50287218927405763 0.25029105117573625 1.2838843136923968 0.39157844745204795 0.3851494212358374 0.54311459128803097 1.2175957724684849 0.36537967215554168 0.17681155481841404 0.21714341339247756 1.1015419516770633 0.32843185990714108 3.9526166055366039 0.75757638456343546 0.52606320498307457 0.18706512346398074 0.54494149698438477 0.51322028246796136 0.23571543538128015 3.9317037793443879 0.23864672778289886 37.981260307949022 0.26257688866462559
leaf_count=476 52929 896 807 447 289 439 152 396 51 894 279 2292 133 108 347 37 111 141 232 176 37 118 349 225 1904 287 155 49 225 100 66 1198 65 10913 101
internal_value=0 -0.00365185 0.0124484 -0.005219 0.00489138 0.00271974 -0.00885683 -0.00662415 0.0656208 -0.0293473 0.0280345 -0.00724637 -0.0141995 0.0405835 0.0168654 0.0101024 -0.00306185 0.0337454 0.0496103 -0.00140697 0.00102 -0.0137807 -0.0171556 -0.0630767 -0.00371873 -8.24567e-05 -0.0149916 -0.00735678 -0.00557984 -0.00697372 0.0275109 -0.0251342 -0.00601845 -0.0052365 -0.0547064
internal_weight=0 75.7626 6.72039 69.0422 18.2688 17.6656 50.7734 45.7846 0.459635 4.98879 4.2403 10.3639 2.4801 3.21556 7.30169 6.0178 3.86551 2.15229 1.60917 8.84807 217.053 6.53412 6.31698 1.42997 4.887 4.71019 3.39582 45.325 41.2062 39.5406 1.66557 4.11877 38.7648 38.2199 0.775797
internal_count=77424 21575 1803 19772 4960 4671 14812 13316 203 1496 1194 2907 609 915 1764 1417 1007 410 269 2468 55849 2920 2802 574 2228 2191 1049 13113 11866 11404 462 1247 11203 10978 201
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 0 8 1 0 14 5 1 4 0 4 4 7 7 8 14 8 7 9 0 1 7 0 14 4 4 14 1 7 14 8 7 9 0 4
split_gain=0.24124 0.269848 0.240862 0.596227 0.218195 0.243704 0.200455 0.24932 0.223435 0.193265 0.228981 0.237307 0.224238 0.3272 0.468394 0.200406 0.194917 0.184558 0.20872 0.19775 0.183766 0.26291 0.298388 0.206807 0.213326 0.181221 0.17947 0.172959 0.188297 0.184455 0.2942 0.192825 0.181902 0.215888 0.172766
threshold=0.05700569041073323 0.056058155372738845 0.01808975190852059 0.0061410991474986085 0.069147314876317992 -0.78840547781950809 0.21838227390818232 0.031459350138902671 0.1311549246311188 0.00056476501049473893 0.19241276662796739 0.15974109526723626 0.55528513079292674 -0.0094910466894177637 0.11644682093386738 -0.13598523792996414 0.061260223537514036 0.089748034961899523 -0.12672558545793619 0.014846318401396276 0.00017923501582117754 -0.036983761437258914 0.038335820659995086 -0.16356643665228107 0.23875807225704196 0.00050181301776319753 -0.0692655984947739 0.025124955922365192 0.21842144836236638 0.19351162958960602 -0.017948363868716202 -0.048492732395146697 0.12221117672725619 0.13842070102691653 0.26960303261876112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -4 5 25 7 -5 -8 16 11 -11 13 20 15 -15 -1 18 -13 -20 -12 22 23 -22 -25 -2 -9 32 29 30 -29 -31 33 -3 -24
right_child=4 2 3 6 -6 -7 8 26 -10 10 12 17 -14 14 -16 -17 -18 -19 19 -21 21 -23 34 24 -26 -27 -28 28 -30 31 -32 -33 -34 -35 -36
leaf_value=0.0052692665224442631 0.07030677505072537 0.034422360119865811 -0.082566029996278781 -0.028750890809261378 -0.0018720212273641464 -0.01633980752131833 0.0228512887103294 0.063845427900931825 0.15448315556311049 -0.00059530309320927877 -0.064722436710240708 -0.054131398686164379 -0.078500702110452056 -0.038590622341718006 0.13189281499384728 0.012316638718489243 0.04574314464851098 0.054275032541791085 0.06128376751935493 -0.024002970527096684 0.041178007066186545 -0.089097847582464071 -0.11855324824810531 -0.061648970640267454 0.0017700075419525259 -0.0098458173656209829 0.00052881533634066417 -0.02841310413411079 0.06631012943985358 0.078782579576391121 0.045836284571214858 -0.011234532350209653 0.010182456169655206 0.090542128526850382 -0.027233256017192266
leaf_weight=45.199068799498491 0.58262743595696764 2.8043270132984603 0.7987513548869164 1.4195329959693488 80.804244548240604 18.602940774442686 0.38945112610235799 0.76996666307968586 0.19278598786331713 116.18375454127317 1.0451619093510078 0.43875512530212279 0.52553991327295158 1.0098834424206868 0.28902150790963776 3.3010093402626781 1.2220389685244288 1.4082718393692628 0.67854969076142813 0.45360621208965313 0.92892013634263904 0.48325392739207096 0.35546785098267708 0.6891081614703588 2.3030363642865268 0.54683234871481545 1.0694816221839567 2.2666006501131046 0.50489099680271454 0.54347979069279972 0.69798370831995393 0.42331357733928587 1.9133672086741169 0.90724751859670494 0.49658089459990151
leaf_count=5329 138 588 163 493 31570 6964 175 297 30 26153 167 76 60 206 26 779 187 181 131 115 170 104 49 156 553 152 415 675 168 121 205 95 459 158 116
internal_value=0 0.00187386 0.0148923 -0.00395616 -0.00417417 -0.0136015 0.0123901 0.00273447 0.0664363 0.000792651 -0.00117741 0.000119292 -0.0146997 -0.011624 0.00865346 0.00039094 0.00633474 0.0279875 0.00442148 0.027113 -0.0264258 -0.018811 -0.0116948 -3.9615e-05 -0.0128358 0.0315006 0.0270322 0.0235847 0.00882098 0.00143788 -0.0109318 0.0393683 0.0352285 0.0481401 -0.0653312
internal_weight=0 191.712 14.7012 4.63997 100.537 19.7324 3.84122 3.25898 0.582237 177.011 130.59 119.163 11.427 10.9014 4.59991 4.31089 46.4211 2.97918 1.57091 1.13216 6.30153 5.25637 4.77311 3.92106 2.99214 1.12946 1.83945 10.0612 4.43627 3.93138 2.96458 0.966793 5.62494 3.71157 0.852049
internal_count=77424 38600 4042 1573 38824 7254 1410 1205 205 34558 29042 26656 2386 2326 1011 985 5516 503 322 246 1315 1148 1044 879 709 290 712 2469 1264 1096 880 216 1205 746 165
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=13 13 13 9 0 4 4 4 15 4 15 9 14 4 4 15 4 14 14 0 12 4 13 12 7 15 7 12 13 13 15 4 9 15 12
split_gain=0.183089 0.258832 0.24521 0.257018 0.309449 0.279386 0.258714 0.322404 0.306468 0.274373 0.251158 0.216145 0.20461 0.200151 0.296061 0.23544 0.197796 0.187775 0.251438 0.194967 0.185909 0.212405 0.211216 0.214708 0.266546 0.188176 0.188028 0.180318 0.182149 0.179268 0.252529 0.235737 0.232742 0.33926 0.301293
threshold=-4.187781057323501e-05 -0.00084675272938115355 0.00048282289255378012 -0.53355871336626615 0.00023123914434108886 -0.078451891648001024 -0.021559438668191429 0.0049064280465245256 0.40960253487706216 0.093679256737232222 0.39026628855407303 -0.54015412459660683 0.37022664697071545 2.488377504050732e-05 -0.011065503116697071 0.2547533945369046 -0.3022452443838119 -0.064092800470889041 -0.81041908020772346 0.027525101788342003 0.0041292475805059714 2.2156982595333834e-06 0.0036729272197857103 0.0025151423656814831 -0.055467544836317044 -0.34823560221120126 0.020811725047531263 -0.003501144231676385 -0.00025651896171887908 -0.0023130119829906305 -0.028893065237350541 0.14904284849762919 0.71765145599649405 -0.69286812920285179 -0.020273011811182767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 5 13 -4 -6 12 10 -10 17 -1 -8 14 -5 -15 -13 18 19 -9 21 -7 23 24 -23 -24 -25 28 -3 30 32 -32 34 -34 -18
right_child=2 27 3 4 6 20 7 8 9 -11 -12 16 -14 15 -16 -17 29 -19 -20 -21 -22 22 25 26 -26 -27 -28 -29 -30 -31 31 -33 33 -35 -36
leaf_value=-0.032923469409998213 -0.015465561847672712 -0.016219404597639774 -0.041231563916469149 0.017886605696839572 0.0071125701200741576 0.026347030923503517 -0.0096509056005509297 0.099098897893569127 -0.0059937947760089118 -0.055483254088796112 0.092226768741594328 -0.052252882998865685 -0.026004718396150886 0.040778831382174127 -0.039111261771884481 -0.008646509857731393 0.037964709665968738 0.0081433020524236798 -0.011886337544724757 -0.0069217242841305765 -0.0018994121231269059 -0.044674996511940721 0.080567533823491147 0.057688898401529964 0.0037163778204094516 0.013496077221225901 -0.013131631503777066 0.017201096542820284 0.032776730330280945 -0.004978300744044273 0.0068080801723568772 0.032657198739928277 -0.039722175280056581 0.026256873608380582 -0.006174949250173695
leaf_weight=1.9005942918302015 13.700553332532307 3.4590026801306522 1.1476783206453571 2.5344985216506761 14.112634129072829 8.7260441745165789 34.866761476204374 0.37521276547340576 3.0959466415952184 1.7554524467923327 0.31313105730805446 0.69200814988289394 9.8010421508042764 3.6123189977697621 1.4229354233393658 1.3145002617966381 1.6123984318946885 19.550715625711746 10.590200657548854 0.32256878598127514 9.7212021911400353 1.904176201787781 0.56571487488690797 0.874673946353141 2.8297942376229854 1.60526810734882 0.65609793033218011 16.835145427492989 0.97196364278352376 32.680438443352614 40.088489143539846 3.8685248810215844 0.91460568940965448 5.268980717912199 37.800616901484318
leaf_count=561 3655 887 180 307 4490 1158 12847 73 804 364 77 167 3275 462 188 168 426 5251 3131 91 1268 303 80 102 405 222 86 4312 309 8655 11286 781 170 1092 9878
internal_value=0 0.00227928 -0.00273317 -0.00140862 -0.00370575 0.00708703 -0.00537844 -0.00756363 -0.000522078 -0.0239013 0.00311886 0.000541939 -0.0132393 0.0141397 -0.00260755 0.0275919 0.00105936 0.00221407 -0.00805531 0.0500879 0.00914983 0.0154086 0.00409377 -0.00522115 -0.0157484 0.0309736 0.0273348 0.012477 -0.00547176 0.00136118 0.00367461 0.00908298 -0.00153928 0.016498 -0.00436918
internal_weight=0 146.093 145.399 131.699 103.668 28.0306 94.7837 80.671 36.0032 4.8514 31.1518 124.827 44.6678 8.88425 3.95743 4.92682 122.926 30.8387 11.288 0.697782 26.883 17.1618 8.43573 6.26474 4.73397 2.17098 1.53077 21.2661 4.43097 122.234 89.5536 43.957 45.5966 6.18359 39.413
internal_count=77511 38524 38987 35332 31528 3804 30403 25913 9791 1168 8623 33016 16122 1125 495 630 32455 8546 3295 164 3624 2356 1198 896 708 302 188 5508 1196 32288 23633 12067 11566 1262 10304
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=3 1 15 15 15 15 1 15 3 15 7 1 0 2 15 14 15 1 3 2 2 3 11 2 11 3 0 2 11 11 14 7 14 3 11
split_gain=0.317489 0.176876 0.16887 0.159723 0.163299 0.324754 0.244929 0.249647 0.204142 0.248563 0.33251 0.261544 0.254875 0.230221 0.211658 0.315061 0.224061 0.197086 0.223535 0.188701 0.183709 0.28507 0.264335 0.177901 0.187689 0.164586 0.15822 0.154359 0.145404 0.143038 0.192167 0.257832 0.226269 0.178773 0.145311
threshold=-0.19606944266706702 0.0015541940229013564 1.2991545835695379 -0.67301549420187423 0.26002321063172212 0.43566049221358816 4.650508162740153e-05 0.52751284554835598 -0.056937832385301583 -0.056861420597869326 0.051295016750542252 0.00086907521472312521 0.045976454392075546 0.037972608581185348 -0.24811776116329201 -0.26276048491693821 -0.041821178727092713 0.00020667869102908301 -0.082072996068745838 0.0077063913922756919 0.042249621823430068 0.03210773132741452 0.0026619907991229709 0.037323269993066795 0.0054849795156955419 -0.059303345158696168 0.23923470079898837 0.0019694030052050952 -0.0021737932467893453 -0.017988899971563273 -0.045861824050699031 -0.25227573894516214 -0.30676493256319609 -0.27500104159116739 0.043922809256276917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 26 28 8 -6 -7 -8 14 11 13 20 23 -11 -5 16 -16 -9 -19 27 22 -22 -10 -12 -25 -20 29 -17 -2 30 31 32 -1 -32 -31
right_child=1 -3 -4 4 5 6 7 17 9 10 12 -13 -14 -15 15 19 -18 18 25 -21 21 -23 -24 24 -26 -27 -28 -29 -30 34 33 -33 -34 -35 -36
leaf_value=-0.06505264607321809 -0.057240594698260518 -0.0040959007652750868 -0.032993133499237388 0.049410779205348962 -0.042016634655321107 0.071287103083567921 0.039133431849607721 -0.080667931910178556 -0.013922513629348578 0.020232825480134636 -0.0069493112303626722 0.026331291918709327 0.10988037654628491 -0.049659043214852275 -0.073310757495447756 0.030954142861482032 0.013674780549786908 -0.05754797832722805 0.075776264620190242 0.041126353747787031 0.025350408524061854 -0.04011455661127155 -0.075220823110469084 0.0810407037394964 0.011233918589928019 -0.011652607248736076 0.029815451478565069 -0.031560434104763051 0.012582972951567368 0.0053143372136446737 -0.025667061163252864 0.031038143477750902 0.015008631389435829 0.030448559100577144 -0.050180169403014119
leaf_weight=0.6797222490713466 0.76719125686213374 155.87251045263247 1.2177684770722397 2.2142040703038219 1.9194432199583378 0.5395015960093591 0.95903612778056446 0.45762804299010884 2.0040427690983118 1.0155966252786957 0.8869316707132392 1.6590439080900976 0.46068186571937975 0.87937272738781747 0.63524580666853581 0.74542391995783563 0.55470029280695576 0.51242869021371018 0.37454483774490666 2.7569099931861274 1.7128734474827072 1.0874766472479676 1.0840152919408863 0.84417023140849756 0.70835988479666412 0.50649493695527736 2.4050767625449216 0.84013238544866908 0.48792433332710305 94.361033368995322 5.0694096269762667 2.2453055054029392 0.73441051614645425 0.63931812653754416 0.47421547085832472
leaf_count=99 106 54575 148 284 345 50 127 79 275 198 162 271 54 159 82 131 82 72 35 369 209 160 149 130 93 112 598 174 58 16633 785 428 118 92 69
internal_value=0 -0.00280947 0.00403468 0.00472504 0.00644856 -0.00922062 0.0095725 -0.00227575 0.0105583 0.00257216 0.0203761 -0.0087392 0.0416621 -0.0122009 0.0232826 0.0128255 -0.0327619 -0.0237295 -0.00503033 0.0253176 -0.0186202 -7.19912e-05 -0.0354403 0.0287794 0.0491906 0.0255149 0.00445765 -0.0021702 -0.0300968 0.00387237 -0.00791571 0.00997281 -0.0234739 -0.0193827 0.00503684
internal_weight=0 182.486 107.826 26.6134 25.3583 5.26908 3.34963 2.81013 20.0892 12.3426 4.79511 7.54745 2.90014 1.89497 7.74662 5.53241 1.18995 1.8511 1.39347 4.34247 5.88841 2.80035 3.08806 2.43946 1.55253 0.88104 106.608 1.58556 1.25512 104.203 9.36817 3.65944 1.41413 5.70873 94.8352
internal_count=77511 58541 18970 3966 3802 820 475 425 2982 1860 796 1064 439 357 1122 838 164 298 219 674 793 369 424 385 223 147 18822 305 164 18224 1522 645 217 877 16702
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=3 5 0 2 2 4 3 9 2 2 3 2 14 8 5 0 4 5 2 2 8 2 2 3 14 3 4 14 8 8 9 14 14 0 0
split_gain=0.307506 0.291131 0.266755 0.353053 0.329105 0.315932 0.34375 0.228597 0.2382 0.217989 0.293026 0.205886 0.203082 0.18425 0.264669 0.24867 0.209711 0.206508 0.182657 0.343768 0.207479 0.181625 0.179007 0.401282 0.236581 0.393376 0.267977 0.267607 0.213966 0.203805 0.254108 0.186163 0.182351 0.211183 0.168549
threshold=0.040697633870877332 -0.008983132448164571 0.23345048725605014 0.050121655687689788 0.066947802901268019 0.049623452126979835 0.050607351586222656 -0.17081523233736531 0.099722892045974745 0.13924850523471835 0.14818898722296583 0.12810061872005465 -0.77088349445086335 -0.045054465784978688 -0.00081780026348783608 0.20250386744737628 -0.0021230634301900859 0.10161221773193709 0.22797651588916781 0.29012271761894232 -0.043475907084417967 0.12810061872005465 1.7633533389016524e-05 -0.96899182455672406 -0.32549151745182375 -0.99640166945755471 -0.036554595455527299 -0.20259332233125174 -0.14497978004012813 0.057643541974874819 -0.54015412459660683 0.75947012449191931 0.23377978969868185 0.0010898603941313925 0.32757705450057989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 3 -3 -4 13 -7 8 -2 11 -11 12 -6 17 15 16 -15 -5 -10 -20 -21 -8 23 24 25 -1 -26 -28 -25 30 -24 32 33 -29 -14
right_child=1 2 4 5 9 6 21 -9 18 10 -12 -13 34 14 -16 -17 -18 -19 19 20 -22 -23 29 28 26 -27 27 31 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.025931160905707587 -0.02488733776352578 -0.085900853783589082 0.13520825956966753 0.034422433707623032 -0.089603303503346179 -0.0551292931783278 0.096311501402001898 -0.021510936209211448 0.018167477969210588 0.063991987253441046 0.0090833192452936477 -0.10138344346815793 0.045103240960224285 0.057734847495214375 -0.019310626648900139 -0.056456577155876292 0.0042724278697970621 -0.031710880242445276 -0.061739813101993224 -0.071063943722440001 0.0061769336589996143 0.023846772245800289 -0.053496295871620893 0.0090276558372812624 0.042288852113489178 -0.056935872187291882 0.056954864652311477 -0.042747759384002812 0.04607737839402555 0.0090343897972586604 -0.00019044472524936819 -0.060032243040479175 0.019450140111715645 0.017768018274728296 -0.025132306022648578
leaf_weight=0.88742640078999135 4.2597516787354861 0.55039024353027599 0.20967111649224435 1.8183894322719489 0.26104397943709035 0.33167026392766175 0.65753717164625392 16.029513268980736 4.6343778819718846 1.0687050832493685 10.73013232424273 0.28083046234678466 0.62297141860471927 0.9775393617092053 12.81249795341045 0.51261590678768687 2.941523941954082 0.63777199431206089 0.99867495812941331 0.37006194877903986 5.7705736172065363 0.72973115179047454 0.89877937248092976 2.6268357564695179 1.744158225599677 1.6160566918551929 0.67283157771453339 1.5998076992109411 3.8335469560261108 25.88821683338756 178.19394129083321 0.65219789251204918 2.0217628848622553 0.90167987655149762 0.75668385351309553
leaf_count=68 1113 115 91 411 52 59 136 11924 1363 360 4084 65 180 386 4602 128 1049 203 238 78 2079 310 219 230 190 126 50 176 319 7060 39447 72 200 111 217
internal_value=0 -0.00614066 4.47079e-05 -0.00681926 0.0108702 -0.00478718 0.0363279 -0.0130662 -0.0046235 0.00897007 0.0140568 -0.0222641 -0.00872164 -0.00837464 -0.0120245 0.00904059 0.0176077 0.0172501 0.00270801 -0.00732727 0.00152205 0.0581936 0.00154874 0.0115507 -0.000902995 -0.0275614 0.00788719 -0.00237256 0.0310127 0.000740882 -0.000457961 -0.0100854 -0.00288367 -0.0209344 0.00658195
internal_weight=0 67.9627 35.8997 21.9697 13.93 21.4193 1.71894 32.063 16.0334 13.7204 11.7988 1.92153 1.6407 19.7003 17.2442 4.43168 3.91906 2.45616 11.7737 7.13931 6.14064 1.38727 221.537 16.5563 10.0959 2.50348 7.59244 5.84828 6.46038 204.981 179.093 5.17545 4.52325 2.50149 1.37966
internal_count=77511 29243 12448 7399 5049 7284 505 16795 4871 4958 4444 514 449 6779 6165 1563 1435 614 3758 2395 2157 446 48268 1542 993 194 799 609 549 46726 39666 559 487 287 397
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=10 10 6 10 0 6 1 0 6 8 1 8 11 6 0 6 6 0 9 8 6 6 7 11 11 11 6 7 1 6 8 11 9 1 9
split_gain=0.239107 0.211227 0.590616 0.229351 0.188249 0.266921 0.241281 0.161045 0.304193 0.322248 0.327076 0.199078 0.218336 0.319529 0.318248 0.294084 0.23776 0.159792 0.453713 0.161351 0.223897 0.171238 0.154395 0.152222 0.14529 0.306465 0.243774 0.164854 0.140067 0.139762 0.139645 0.135975 0.132197 0.158872 0.148319
threshold=-0.45095191509853044 -0.4509362535116449 -0.75392352115088723 -0.39773694202066395 0.00015871363575570288 0.28826862617189014 0.019604805856943134 0.00056476501049473893 0.1261287647687141 -0.09105200092262844 3.2314376312569952e-06 -0.52156290966380814 -0.0074971788341206885 0.82849414222560813 2.8931199267390187e-05 1.5402403745497903 0.49366115644611352 7.8272943937918185e-05 -0.42507187894151266 -0.32724048771380393 -0.012179958420392044 -0.28580677662473913 0.89193769871005968 -0.0005235307662348834 -0.017477845270950667 -0.0097865230931614578 -0.59741937842909953 -0.057857349878290547 3.5447521440801217e-05 -0.86428556868617346 -0.18376959779526261 -0.00070661450741604044 0.85725367589188417 0.97452569007873546 0.85628611699070711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 -2 -3 -4 6 -6 8 9 10 -5 -10 -13 14 16 23 30 18 -12 -20 21 -21 32 -15 27 -26 -27 -19 -16 -1 -14 -17 33 34 -9
right_child=1 3 4 7 5 -7 -8 22 11 -11 17 12 13 15 28 31 -18 24 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.12673615769164015 0.11071705130330162 -0.035212368042493475 -0.057214492333781147 0.065630715044253427 -0.012437636513836583 0.05400161707138125 0.031425718182092027 -0.0005815189398951714 0.041901708932816084 0.031301050362053044 -0.050153071392944962 -0.022674954843274781 0.068742679283298275 0.011440208206909308 -0.060113924033193968 0.019121515391510902 -0.027741143126511145 0.019119935777242886 0.042616276274129367 -0.0096076006168945381 -0.048695213558780384 0.043306731116115535 -0.029696088338680315 0.057453954487442054 0.057367999044233821 -0.023480138393813871 0.018142672862425074 -0.046698111475075993 -0.014988611307106625 -0.028201236924433517 0.014152173467441144 -0.055975494739681032 0.011408084196516599 -0.061402751674664982 -0.009878463087383894
leaf_weight=0.1583589665533508 0.60995249589905132 1.8842455513258745 0.4142439984716465 0.86341674264986679 3.6095745874335989 1.2479534972226245 1.9217215450480578 203.63609520062346 0.91286934382515283 6.8258492448076131 1.9462660672143099 5.5285776028249574 0.88074305024929356 1.1631851222482512 0.7712257118182605 0.42877885402413085 0.72381679899990548 0.67608104257669766 1.0246443242358503 1.5092407227057265 0.80495376067119995 1.0282502022455446 1.8934411206355424 1.8825487904832705 1.4447177283764219 1.9308313671572301 5.1874861075157055 0.87056574228336703 6.3630059036513558 1.5819005552439183 1.0013416478468518 0.55087721830932412 8.2482871125685033 0.44162974722348636 18.739033007470425
leaf_count=44 55 963 39 85 727 208 651 61998 95 853 147 735 72 163 111 74 92 71 116 197 78 114 518 242 160 246 631 84 869 879 102 94 2065 238 3695
internal_value=0 1.17016e-05 0.016239 -0.000441901 0.00822794 0.0122268 0.00280168 -0.000205617 0.00531972 0.0129039 0.00563948 -0.00373025 -0.00588925 0.00085231 -0.00894215 0.0245517 0.0209664 0.00248553 -0.00999661 0.00789979 -0.00274273 0.0118345 -0.00125679 0.039881 0.0102805 0.0153753 0.00685256 -0.0179273 -0.0198668 -0.0371677 0.0396984 -0.0231068 -0.00102374 -0.00148395 -0.00136495
internal_weight=0 286.965 7.80345 279.162 7.19349 6.77925 5.5313 277.278 44.3193 24.1123 17.2865 20.207 19.2941 13.7655 9.74013 4.02539 2.6059 16.423 6.31336 4.36709 3.34244 2.53749 232.958 3.04573 10.1097 8.56304 7.11832 1.54665 7.13423 1.74026 1.88208 0.979656 231.065 222.817 222.375
internal_count=77511 76588 1680 74908 1625 1586 1378 73945 5431 2782 1929 2649 2554 1819 1246 573 266 1844 652 505 389 311 68514 405 1192 1037 877 155 980 923 174 168 67996 65931 65693
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=2 8 6 5 3 8 6 6 11 14 3 9 8 6 8 8 9 11 14 9 2 2 3 2 6 6 2 2 11 9 14 8 3 14 14
split_gain=0.399483 0.287706 0.351621 0.321659 0.322992 0.277874 0.226571 0.217845 0.242714 0.195779 0.185412 0.55879 0.291058 0.301092 0.291134 0.253645 0.245591 0.263685 0.229671 0.257079 0.226814 0.22447 0.195202 0.193786 0.353569 0.48997 0.264181 0.174792 0.177 0.173435 0.282054 0.222256 0.172031 0.176949 0.231772
threshold=0.0019694030052050952 -0.15395427386825153 -0.75392352115088723 -0.08835117990523618 -0.028997990128118541 -0.2096431385148492 -0.64503322738558266 -0.068744289518261406 -0.0054690771996761369 0.039580835618923373 -0.88640494180435769 0.078875774843329555 -0.14765687860355306 -0.62762459519143654 -0.089226275017224618 0.005634133638413902 -0.18627441927136576 0.00522451342066856 -0.87558507842080313 -0.37015567665613613 5.9002657508244745e-05 2.3576019884785641e-05 -0.99758741575351439 0.00011794511738116854 0.34708561869643512 0.017851418946514454 1.7633533389016524e-05 2.3576019884785641e-05 -0.0095696885960120121 -0.19421231619406934 -1.0514087796621425 -0.58959292607642189 -0.99253811579137607 -0.11276153170893645 0.10003648586057047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 7 6 -1 9 -4 -9 -5 11 12 -3 14 -14 22 23 21 -15 20 -20 -18 -13 24 25 26 -12 -21 -29 30 -8 -32 -24 -34 -35
right_child=-2 10 3 4 -6 -7 29 8 -10 -11 16 15 13 18 -16 -17 17 -19 19 27 -22 -23 32 -25 -26 -27 -28 28 -30 -31 31 -33 33 34 -36
leaf_value=0.036753792503799308 -0.0022734122903279347 0.070413487121474647 -0.034086493712397734 -0.081031667947004893 0.057473179693853231 -0.020420064556773043 0.023230788031050435 0.13236891514391488 -0.025793269117569875 -0.0049773322101744344 0.051312719055008164 -0.013630698484831819 -0.091053887069613648 -0.056465296723059603 0.00041851554290677195 0.10189656114903718 0.038767508863990552 0.026118048140342295 0.0451636231800202 -0.062925275241257961 -0.0057732192543420088 -0.023397963475968633 0.05466464573794725 0.027777867219733535 0.043430156510119139 -0.066111407849054324 -0.017229445861539665 -0.035618650996899336 0.02124077680024793 0.0015246578323766292 -0.072712168433558058 -0.015272856415443369 0.054642674650947957 -0.043692434187611782 0.024318138036350356
leaf_weight=4.0687205869689933 207.24558934095012 0.56822210169047949 0.1728832753651659 0.73147632989275624 0.82459726635715824 1.0745734939555394 1.8488979162648309 0.41028846065455582 0.12707794060042843 0.62996449712954927 0.96618096809834497 0.88272599407355201 0.70746897186108981 0.56573030492290666 0.68468979847238987 0.53570822101028248 0.64532190220779551 1.7974097306432666 2.443984242854639 0.55798984965077281 1.3610143154219256 5.8133136265350913 3.1144662472761384 5.7078779114235658 1.396336725214496 1.259076027665287 1.3452884523139799 0.88831236294936311 1.4268880983072458 20.638205620347438 0.71789185574743797 10.930959917182912 1.5521313679055291 0.57728453615482145 3.7960187586795655
leaf_count=561 65269 51 107 85 118 169 146 256 69 105 53 139 78 52 73 84 123 361 170 47 144 1586 452 648 96 101 121 161 267 3476 78 1126 313 156 654
internal_value=0 0.00601729 0.000308041 -0.00309477 -0.00439802 0.0248086 -0.00583528 0.0635533 0.0949663 -0.0458399 0.0122564 0.0190575 0.00108785 -0.00347352 -0.046066 0.0348724 0.00519249 -0.00775884 0.00471204 0.00989457 0.026944 -0.0171866 0.0312539 0.0152093 0.000765597 -0.0159193 0.0114208 -0.0126841 -0.000575447 -0.00423978 -0.0130537 -0.0188127 0.0356368 0.0256355 0.0153406
internal_weight=0 80.769 42.1755 37.0322 36.322 5.14329 35.4974 0.71025 0.537366 1.36144 38.5934 19.6626 9.2043 8.63608 1.39216 10.4583 18.9308 8.25605 7.24392 6.67819 3.805 6.45864 9.92263 10.6748 4.96688 3.57055 2.31147 2.87319 2.3152 34.136 13.4977 11.6489 9.0399 5.92543 4.3733
internal_count=77495 12226 6296 5566 5134 730 5016 432 325 190 5930 2841 1043 992 151 1798 3089 2070 841 789 314 1709 1714 1019 371 275 174 475 428 4826 1350 1204 1575 1123 810
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 7 4 8 4 13 7 9 3 3 0 1 4 9 8 0 3 0 0 1 13 8 7 13 9 8 7 13 4 4 8 3 9 8 9
split_gain=0.375749 0.266251 0.233462 0.334976 0.189314 0.312026 0.22566 0.183444 0.325883 0.225427 0.202669 0.229909 0.222018 0.205294 0.266334 0.253322 0.226734 0.226275 0.373443 0.212131 0.199895 0.24329 0.192202 0.187857 0.207791 0.186671 0.17898 0.171123 0.338045 0.236451 0.229026 0.284148 0.275183 0.281224 0.25918
threshold=-0.20855330087943 0.89193769871005968 0.00022456864826381209 -0.19595334468778819 -5.5572372730239286e-06 -0.0044072763375660809 0.15432620955913959 -0.42447059611136456 -0.18500902689993379 -0.13180383713915941 0.016319202259182933 0.017752359621226791 -0.11877524107694624 0.71765145599649405 -0.019435435861649811 0.4172788560390473 -0.16389944776892659 0.23345048725605014 0.097564239054918303 0.0003928504884243012 -0.0001726563916545046 -0.16617162446288952 0.009577533827515871 -0.0060868869644290632 -0.1931668554227422 -0.24755089957511242 -0.35637607661839682 0.0034531046853447126 -0.011065503116697071 -0.083121838513761745 -0.24755089957511242 -0.70351024625415437 -0.23879276744817865 -0.34059724409288755 0.23701905635491485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 4 26 7 -6 -7 9 -9 22 11 12 -10 16 15 -15 -12 18 -16 -18 -11 25 -2 24 -21 -22 -4 29 -29 -1 31 32 -31 34 -34
right_child=2 -3 3 -5 5 6 -8 8 10 20 13 -13 -14 14 17 -17 19 -19 -20 23 21 -23 -24 -25 -26 -27 -28 28 -30 30 -32 -33 33 -35 -36
leaf_value=-0.010902005088747641 0.016886951431265229 -0.074326474093327072 -0.03716180674277144 -0.00080850787404703568 0.012889916827871396 -0.029757411634849185 0.00071649687008790456 0.053487892139683406 0.0471780148558896 0.018682026328339332 -0.094355160594403853 -0.05864838534871291 -0.017430789604712969 0.042910318214514506 0.0076741035637440738 -0.019435936042341187 0.084499516059834717 0.014838580840636863 -0.053113391372148357 0.010494692105158739 0.0016590821269179411 0.0037301147180555925 -0.060262783395598575 -0.005022954815052467 -0.034681771896488751 -0.080263119326993593 0.024601233211868512 0.019913088562334522 -0.010375035153044642 -0.026604177995832895 0.012017014315838183 0.016532570419354777 0.029393048038478139 -0.017428117682715776 -0.0339972900807771
leaf_weight=6.6628021049855297 0.49485959101002908 0.42290750471874972 0.50052873037930101 74.402590928825703 3.087639613797367 10.069970818418367 3.2028134167394446 0.89386991591163578 0.560289918910711 8.6299648294225371 0.30117783618334115 1.2977142972522404 10.485637009725904 2.9275879821652784 2.2581159099754569 0.83832562953466538 0.25034409982617845 3.6045399886570522 1.8294017755906677 1.3158803007536333 0.47954333969391882 7.4118225345155189 0.92935684812255204 34.320526576741493 4.4994521489970714 0.66228762245736994 7.4931134585858663 4.852235328089594 15.317569465983977 5.2304824490129258 56.566918584975156 6.7304618832495171 3.9213722831009363 3.8769773556268774 0.77196698606712733
leaf_count=1235 79 53 130 22208 908 3769 1191 199 147 2024 81 513 2595 578 574 165 57 1121 413 454 72 1725 120 16361 1988 112 1230 962 2815 563 10253 1050 770 847 133
internal_value=0 0.00485813 -0.00266306 0.00128142 -0.00590179 -0.015743 -0.0224038 -0.00398484 -0.00647801 0.00477549 -0.00730919 -0.0188314 -0.0141536 -0.00458169 0.00724209 0.0290315 -0.00791138 -0.00342567 -0.0195318 -0.00726673 0.00794422 -0.00288938 -0.0334563 -0.00783912 -0.0244593 -0.0458576 0.0207339 0.00518034 -0.00308864 0.00717153 0.00873344 -0.000313326 -0.00852884 0.00250258 0.0189665
internal_weight=0 104.354 182.747 82.3962 100.351 16.3604 13.2728 83.9907 65.3829 18.6078 64.489 12.3436 11.0459 52.1454 11.458 3.76591 40.6874 7.69206 4.08752 40.3862 17.1836 8.55365 1.42422 40.1359 5.81533 1.14183 7.99364 103.931 20.1698 83.761 77.0982 20.5313 13.8008 8.57032 4.69334
internal_count=77495 18681 58814 23568 35246 5868 4960 29378 25246 4132 25047 3255 2742 21792 2851 743 18941 2108 987 18860 3933 1909 199 18803 2442 184 1360 18628 3777 14851 13616 3363 2313 1750 903
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=2 9 10 10 1 9 9 8 8 9 1 0 9 10 9 12 1 12 10 1 12 1 12 8 2 8 8 1 10 9 11 8 10 10 8
split_gain=0.35173 0.262255 0.330425 0.352318 0.33608 0.272379 0.408684 0.308545 0.252369 0.251738 0.257306 0.302511 0.271794 0.334276 0.24572 0.437168 0.243446 0.236182 0.266297 0.233676 0.254508 0.227824 0.22558 0.229036 0.222087 0.265357 0.231664 0.21738 0.208121 0.19818 0.262786 0.196409 0.187558 0.35913 0.418379
threshold=0.012678554747253658 -0.42447059611136456 0.68616721963547589 -0.093511454463786628 0.046802809461951263 -0.19595023815251419 -0.1942085329469812 0.0042460812288091761 0.054663338542721533 0.85628955194357415 0.0082469834014773386 0.026543189771473411 0.85628611699070711 -0.03824847094408914 -0.53783810425256651 1.0000000180025095e-35 0.0086652277968823927 0.0013457455669166785 0.0026738452006532074 0.023532854393124584 -0.0039382294506773363 0.035811997950077064 0.0080642195861255466 -0.19154944208399985 0.016228678636252884 -0.085519225861991552 -0.18753789579679153 0.026616154238581661 1.1544925525125509 -0.16082011162632129 -0.023691898117079817 -0.23566306333820577 -0.093510271562057171 0.6861634150630862 -0.022190773068524575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 19 7 -7 -6 10 24 28 13 22 15 -5 -16 31 -19 20 -3 -20 23 -13 25 26 -8 -4 29 -12 -31 -15 -18 34 -34
right_child=1 5 27 14 8 6 9 -9 -10 -11 11 12 -14 17 16 -17 32 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 33 -35 -36
leaf_value=0.0042403992273389842 -0.048494687607251036 -0.10155890247617563 -0.11476002226063649 -0.052951521472979934 -0.029786800350876642 0.0011547815825979474 -0.052159734865463339 0.034719041113232506 0.012375852648906713 0.010965994089672549 -0.078099759743672573 -0.058108395305254606 -0.033557105291214015 0.059901343500984409 0.00058999066990654287 0.044225443134492864 0.033525451144021327 0.061247575587187887 0.046653530284267372 -0.013017422101788217 -0.025028124002874692 0.0025666413616161499 -0.036626646883699189 -0.007673791140458415 0.0081733515239866081 -0.073446763329803974 0.066261563256609618 -0.021340228395287323 -0.099475100438060252 0.08437854527136765 -0.02116940334707364 -0.0056821795066050338 -0.05086149687722883 0.035994142588303427 0.010978945872766798
leaf_weight=119.25136084217866 1.9026582312653717 0.64734842182951968 0.28695150872226749 1.4177985546994016 2.0648226561315823 6.9095758123439719 0.30058906160411425 4.5373355800984427 4.5434446635190398 8.5409776140277227 0.5944167802008441 0.92836507817991787 3.5770960681256829 0.46881584424409695 8.7796787164989016 0.68737863219575945 7.1190282889874679 1.1140153056621773 1.3872013851287173 11.989531571729456 1.3218299054715306 7.5608173267064558 3.3195794237362852 29.91769591371667 14.708766872168779 0.76182942268497089 0.36675492560607381 1.8873542147921396 0.35709366184892211 0.24140876826276958 10.311411338556352 17.580170440468471 1.3659993815235818 4.1283073228551075 5.4945991197600916
leaf_count=21120 531 161 63 359 644 1312 72 1057 1712 2185 207 407 898 117 1080 176 1384 327 400 3838 365 2784 2096 16919 3478 212 80 512 96 73 3773 5781 336 1067 1873
internal_value=0 -0.00286884 0.00423068 0.00642796 -0.0114611 -0.00507921 -0.00345783 0.014459 -0.000798312 -0.00546782 -0.00696906 -0.00936514 -0.00675142 -0.00521174 0.0116793 -0.0212215 0.0142553 0.00286519 0.0151415 -0.018261 -0.0501869 0.00940138 -0.0118573 -0.00919171 0.00451663 -0.0331176 0.0129215 -0.0336692 -0.0243267 -0.0219194 -0.0187549 -0.00397867 0.020881 0.0126894 -0.00133398
internal_weight=0 167.121 39.678 37.5037 8.51093 127.443 113.484 11.4469 6.60827 102.037 93.496 77.3581 65.8538 62.2767 28.9928 2.10518 26.8876 28.111 10.062 13.9587 1.96918 8.94802 34.1656 30.8461 16.1379 1.42917 0.667344 2.17431 11.5043 11.1472 10.5528 18.049 18.1079 10.9889 6.8606
internal_count=77495 56375 9737 9162 2887 46638 42274 2369 2356 39905 37720 33878 29729 28831 6275 535 5740 9409 3511 4364 526 3184 19422 17326 3842 364 152 575 4149 4053 3846 5898 4660 3276 2209
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=2 1 9 7 11 12 7 1 2 2 7 2 8 8 12 0 11 7 0 9 0 11 9 1 0 7 1 7 11 8 8 2 8 12 11
split_gain=0.333497 0.232285 0.192983 0.238118 0.230015 0.176688 0.165309 0.210177 0.179202 0.188321 0.201735 0.292898 0.215058 0.279181 0.185487 0.349118 0.178091 0.171086 0.15419 0.152244 0.246521 0.147986 0.149253 0.219971 0.211006 0.307468 0.256024 0.234783 0.155396 0.160787 0.153665 0.167342 0.138041 0.152333 0.138004
threshold=0.0019694030052050952 0.20706482231616977 -0.16758579273453614 -0.75261475807373379 0.0093960389508662718 0.011464131915145134 -0.45351629836633678 0.031459350138902671 2.7951897436651056e-06 0.00079695001477375637 0.10280295950719914 0.0003407260228414089 -0.34059724409288755 -0.44014681722372995 -0.0030976427828725882 0.00098860287107527278 -0.0097865230931614578 0.19766088413835642 0.1196534112095833 -0.19421231619406934 0.035385776311159141 0.0080500147884532327 0.12682071509200676 0.012430676724761726 0.00027171625697519636 -0.020613566436113801 0.00048593287647236144 0.35763129040259184 -0.0011503226108801657 -0.20500677228519146 -0.25413960781353734 0.00013602359831565994 -0.39016537761911047 0.010569330280626668 -0.005331703001083779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -1 8 -8 10 12 14 13 -10 -12 16 -16 -18 19 20 -9 22 32 24 27 30 -27 28 29 -24 -26 -32 33 -5 -11
right_child=-2 -3 3 21 5 -7 7 18 9 34 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.02812899664966606 -0.0020473267806063347 0.053260284367542238 -0.048684874361230347 0.043929417818936833 -0.011445577356399533 -0.064149790110131166 0.033582377787864506 -0.094817876147650526 -0.0163386526801781 0.0048053665992310677 -0.015869046657962634 -0.025269406539491054 -0.012316636160590769 0.053187790479077214 0.040587379473630135 0.065891206817330059 -0.032959920901975671 0.02101338589034156 -0.08320935453512078 0.026272984285118813 -0.0048591844661615103 0.030362186393513981 -0.032743483265267291 0.042938943986216317 0.0015342084029776645 -0.052569507304584144 0.046470689364187391 -0.051722447904655112 0.056868568599740557 0.03360932865882784 -0.0034016305248179691 -0.065521775408552405 0.010502008200180659 -0.029607372921121883 0.041968408010461929
leaf_weight=2.5030415160435942 205.73635876689241 1.0081046885425156 0.67415940110367856 2.2831474103950273 5.3217633157619266 0.72243479941971589 1.8844163268804575 0.44866605763672895 1.0901649145816921 2.1805758315895218 1.1280154412961563 1.7295861495658753 14.435453186291854 1.2282354728813576 1.3290367231238627 1.7211472500348461 1.1423244280740612 1.208726202137768 0.40542018730775442 0.60603765919222419 0.9488769658273668 3.6609867294973801 0.64103079742199087 0.94702974512165372 0.72371062051388424 0.36156282067531698 0.93852356605930254 0.47410392272286106 0.94683416592306291 0.84873033493931871 0.56611526259803291 1.8533094673912271 21.868003541450896 0.32134583881997958 1.8444477131488373
leaf_count=285 65269 202 155 456 566 68 126 56 103 287 101 166 1305 111 91 150 73 94 69 87 152 702 104 230 120 63 179 63 121 118 82 380 5046 85 230
internal_value=0 0.00556185 0.00495308 0.010204 0.000300176 -0.0177451 0.00334389 0.00148262 0.00369904 0.00175975 -0.00147077 0.0113204 -0.00777618 0.0204949 0.0210129 0.0287155 0.0113287 -0.00521107 -0.0269675 -0.0155871 -0.0337395 0.0112937 0.00916363 -0.00242351 -0.00826524 -0.0219752 0.0189269 0.0126633 0.0251912 0.00505831 -0.0388935 -0.0509864 0.0130939 0.0348563 0.0218352
internal_weight=0 79.9951 78.987 37.1086 41.8784 6.0442 35.8342 33.3311 30.9221 29.0377 25.0127 8.25884 16.7539 2.3184 6.52925 5.40123 3.68009 2.35105 2.409 2.00358 1.39754 36.4344 32.7734 8.30095 7.35392 4.44322 1.30009 2.9107 2.4366 1.48976 3.14314 2.41942 24.4725 2.60449 4.02502
internal_count=77495 12226 12024 7904 4120 634 3486 3201 2837 2711 2194 675 1519 214 509 408 258 167 364 295 208 7749 7047 1460 1230 824 242 406 343 222 582 462 5587 541 517
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 2 11 6 6 3 11 1 1 1 8 13 14 8 14 1 3 6 1 2 14 8 3 6 3 14 1 13 13 14 14 14 6 14 14
split_gain=0.310222 0.197441 0.361168 0.200354 0.185479 0.162252 0.163058 0.153018 0.150766 0.203993 0.202925 0.149561 0.148466 0.148029 0.146096 0.190074 0.201961 0.209529 0.138685 0.137308 0.206054 0.218058 0.183472 0.320834 0.214482 0.198576 0.219946 0.196333 0.303513 0.179921 0.246679 0.350345 0.257511 0.371036 0.292534
threshold=-0.012748135020956395 0.019783460535109047 -0.0070033116384473782 -0.28580677662473913 -0.29262409903867787 -0.013986179605126379 0.0051100951424863364 0.0022095802705734973 0.045774914324283607 0.015670224092900756 0.096757351703725569 -0.005839121096142986 -0.07854884325782234 -0.0083191482123459223 0.66086595868893871 0.030616765841841701 0.78903780615655716 -0.91190219038739861 0.06309469044208528 1.7633533389016524e-05 0.17532534628348612 -0.32724048771380393 -0.96899182455672406 0.3203776933902584 -0.99640166945755471 -0.34308714511299704 0.00035217132244724786 -0.0027825493637433575 0.001373733262811582 0.88921428100664912 0.22953829224613945 0.21709798842380215 0.35626111484549022 0.31130348186263535 0.83106793480686247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -4 -2 19 7 -7 9 11 -11 -5 -6 -9 -3 -16 -17 -18 -10 20 22 -22 23 27 -25 -24 -27 -1 -29 30 31 -21 33 -32 -35
right_child=1 14 3 8 12 6 -8 13 18 10 -12 -13 -14 -15 15 16 17 -19 -20 29 21 -23 25 24 -26 26 -28 28 -30 -31 32 -33 -34 34 -36
leaf_value=0.059375968096839364 0.058333692936135217 -0.0018158818868980323 -0.067060823925986654 0.060521546715458757 -0.037910588296916126 0.13109884055461432 -0.031245310833639423 -0.022156088773840486 0.075927036493573519 -0.029842825733510311 -0.12760166662549563 -0.028634830839819932 0.028972079739570767 0.075498593829323182 -0.053391857565632417 0.0014927453919259344 0.087379712036619345 -0.050397311836259201 -0.010222783759090068 0.0027719610585341947 -0.025781028685982511 0.031631183517078242 0.044403408595828309 -0.0050476961334715723 -0.066334788884463133 0.029005951142938621 -0.046974865727747013 -0.027991983412158146 0.039321416222050876 0.018038972481216452 -0.019586459316402283 0.056243453761968702 -0.020859967630995208 0.0081357038091543054 -0.048915165814541764
leaf_weight=0.65914299478754346 0.66858407577092283 96.297927564283782 1.3994554254895772 0.22600017877994094 0.7005129994067828 0.22964547667652258 0.24537570169195533 0.26049257535487413 0.22931251816771681 0.44767705202684727 0.40391556009126361 1.1235756371024761 0.63072579128493078 0.3841152888344368 1.1736671789694799 4.4576348485134076 0.11935110997364962 1.468431539396988 1.0093870008131487 111.98890708436829 0.74683711910620321 5.7930570877870187 1.6957506400067361 1.0639166762121024 1.2325497756246475 0.84610455157235154 0.69305753253502189 1.6884834432858045 1.1103253102046435 6.4747003812517496 8.1092051626510528 1.2388802359928366 8.8799461342314299 20.120638179443635 0.94080089833005232
leaf_count=68 118 37504 424 53 161 25 70 94 90 163 74 340 195 115 309 1602 62 824 388 24249 65 625 115 110 134 99 56 154 95 1166 1557 251 2035 3811 219
internal_value=0 -0.00393169 -0.0203877 -0.0351603 0.0153601 0.00284317 0.0407886 0.0610063 -0.0221821 -0.0378871 -0.0762105 -0.0137047 -0.00622234 0.0360353 -0.00284448 -0.0165653 -0.00941573 -0.0400408 0.00572559 0.00259799 0.0115699 0.0250749 0.00174479 -0.00896675 -0.0379414 0.020799 -0.00520687 0.0102757 -0.00128784 0.0017148 0.00101613 0.00335702 -0.00594971 -0.00141082 0.00558728
internal_weight=0 110.356 6.83915 4.83932 1.99982 174.402 1.11963 0.874253 3.43987 2.20117 0.851593 1.34958 1.33124 0.644608 103.517 7.21908 6.04542 1.58778 1.2387 173.282 15.5292 6.53989 8.98933 5.75442 2.29647 3.23491 1.53916 3.45795 2.79881 157.753 151.278 113.228 38.0506 29.1706 21.0614
internal_count=77420 42307 2006 1532 474 35113 304 234 1108 630 237 393 356 209 40301 2797 2488 886 478 34809 1521 690 831 561 244 270 155 317 249 33288 32122 24500 7622 5587 4030
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=2 10 10 2 15 15 15 13 0 10 13 9 9 0 2 1 0 2 0 10 9 2 9 9 2 1 2 1 8 10 1 8 1 10 0
split_gain=0.273898 0.20123 0.184316 0.252185 0.215607 0.246808 0.281324 0.171219 0.16979 0.167593 0.210317 0.273323 0.399217 0.214001 0.217836 0.221486 0.220593 0.197039 0.195309 0.186075 0.15666 0.275335 0.270637 0.411143 0.334431 0.242431 0.234545 0.254741 0.230575 0.227193 0.282206 0.246154 0.271301 0.233109 0.351463
threshold=0.0019694030052050952 -0.45095191509853044 -0.063758888514185152 0.0011603021994233134 -1.0373757893211197 -0.64893810965599008 -0.78791216461216707 0.00021728704941743817 0.053581777960062034 -0.4509362535116449 0.0098389854983499132 -0.045883556073733477 -0.250331962532932 0.010344212409108879 0.053549028933048255 0.058209603652358062 0.026543189771473411 0.11567688360810281 0.095804255455732359 0.014389086956211572 -0.42447059611136456 0.0039484291337430486 -0.19421231619406934 -0.1942085329469812 0.0053361987229436645 0.0078307851217687147 0.98913246393203746 0.95587930083274852 -0.10276273549754424 -0.093511454463786628 0.046802809461951263 0.10717507509141848 0.12576796859502795 -0.093510271562057171 0.044393694028258331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 -4 6 -6 -5 -7 18 20 12 17 -14 16 -16 -15 -12 -3 -13 21 -11 24 25 -22 -24 27 -25 -26 30 -23 33 -33 34 -31
right_child=1 9 4 7 5 8 -8 -9 -10 10 11 19 13 14 15 -17 -18 -19 -20 -21 22 29 23 26 28 -27 -28 -29 -30 31 -32 32 -34 -35 -36
leaf_value=-0.0014230173342566848 -0.035843142842114775 0.0097626816394892832 -0.070455650562085623 0.042765701107544539 0.012421893430592639 0.0070516706352118782 0.079879091520613371 0.0038230514381306794 0.035411604855429435 -0.024846504483552332 -0.040372179747627593 -0.043605031656118426 -0.014302636228555972 0.078961678710259053 0.12119241943735509 0.031696767510794852 -0.030797946220683464 0.045204057678848407 0.075345923438487672 0.0041770100811578297 0.10041372232005126 -0.0430501952449555 0.0036104070441837846 -0.0032892194424318957 -0.05382095111913935 0.028391461492533437 -0.03598625807572528 0.063817232322101999 -0.013234474458770355 0.0027397973103006627 0.00073188310929519183 0.041043425438489683 0.0026721648171740679 -0.0029418376348322303 0.03737834507016511
leaf_weight=40.920718201719865 1.7132442988367973 5.1797630237415424 0.32337214213475718 2.2793801011066526 1.4240346422884615 28.643538924143289 1.0925505070626957 2.2370894872001372 2.2790352470160533 3.1489105747314161 2.1777700792154069 3.7616161588248342 0.93979727410260272 0.27208519499981765 0.51063406612229278 0.60317543654309702 0.55992776181665249 0.30698430940537935 0.49771590327145521 1.0404242646527562 0.24403594593604694 1.889866778976282 10.069963005022148 104.69163692167604 1.5698790321330296 6.4933272639755151 2.1906678759091838 0.56875240534281957 12.916018378420629 8.2127589848823828 6.6618878770095762 4.4577653732558238 3.1409671662840992 16.334598987363282 4.5533364304574198
leaf_count=4265 924 1273 95 357 303 6029 203 370 557 448 519 1827 177 68 127 280 154 128 177 469 82 556 1298 38598 468 1557 1832 260 4062 1255 2366 993 1036 3432 875
internal_value=0 -0.00171508 0.00521047 0.00105202 0.0108069 0.0115927 0.0417078 0.0234767 0.00914184 -0.00142704 -0.00191444 -0.0159178 -0.000417581 0.0248826 0.0438084 0.0727267 0.00509569 -0.0297995 0.015512 -0.0332524 -0.00115327 0.00374537 -0.00286213 -0.00134 -0.0156772 0.0133254 -0.00360063 -0.00292662 -0.017633 0.005735 -0.00894359 0.00915543 0.0251825 0.00497046 0.0150945
internal_weight=0 204.708 79.1997 45.4372 33.7625 33.4392 2.51659 4.51647 30.9226 202.994 197.317 10.1724 5.37037 2.88562 1.94582 1.11381 0.832013 2.48475 5.67748 4.80204 187.144 48.4001 138.744 124.014 14.7299 16.5633 107.451 105.26 14.4859 45.2512 8.55175 36.6994 7.59873 29.1007 12.7661
internal_count=77420 65241 12179 4992 7187 7092 506 727 6586 64317 62867 3749 1453 806 629 407 222 647 1450 2296 59118 10961 48157 43545 4612 2855 40690 38858 4530 10513 2922 7591 2029 5562 2130
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=1 6 14 14 10 3 3 1 6 1 3 7 0 6 14 14 7 14 3 1 0 6 1 7 6 14 14 3 1 3 14 7 3 3 6
split_gain=0.229342 0.231656 0.361054 0.411888 0.265882 0.252727 0.404242 0.350175 0.335928 0.272354 0.23212 0.229424 0.222315 0.200562 0.272245 0.245145 0.244733 0.1933 0.219887 0.215909 0.191084 0.505966 0.252621 0.291571 0.225536 0.186459 0.502285 0.194001 0.178008 0.212511 0.172758 0.306727 0.459113 0.277298 0.594452
threshold=0.05700569041073323 0.37816090522370721 0.73494958440985758 0.56970720347182457 -0.062935681834881393 -0.96899182455672406 -0.95133419879130077 0.00059658769168891024 0.4043879296902953 0.013982723932713272 -0.26141348853707308 -0.53392107131826072 0.069147314876317992 0.27901407157130548 -0.78840547781950809 -0.38595420901179706 -0.23587897409485306 -0.66561680607354123 -0.97710344106599212 0.076448105275630965 0.095804255455732359 0.16121452945404716 0.11589826270937921 0.033107395017526596 -0.23041972297819827 0.38042326480008309 0.39713978570254466 0.85809218464419257 0.21237224340438846 -0.94332286482313055 -0.20259332233125174 0.0076796680035311586 -0.99849971458752396 -0.98911370569840062 0.095182868997010742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -5 -3 7 -7 9 -8 -4 -10 17 30 -15 -16 -17 -2 19 -19 21 24 23 -22 28 27 -27 -13 29 -14 -1 33 -33 34 -32
right_child=12 2 10 4 -6 6 8 -9 11 -11 -12 25 20 14 15 16 -18 18 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 31 32 -34 -35 -36
leaf_value=0.0091995597954650371 0.019647553250884773 -0.021710472312639686 0.039794448450245871 -0.025930876766932627 -0.10992050375698595 0.12053014884879083 -0.11159198436844603 0.010635920880504964 0.038488082264269828 -0.0038084135550457685 -0.0054457743475707521 0.00045367881834335001 -0.079222242800020215 0.086228325163220154 -0.022316297566695068 0.061839352987871576 0.012579053912125562 -0.017944588785075721 -0.018318529199772175 0.10246139753363617 -0.0020462943737203656 0.039825409227456317 -0.0010040673808976036 -0.03835859303826443 -0.027372332222672924 -0.10779871859448012 -0.0056305979268394526 -0.077408343554963385 -0.039022603538793894 0.02018065828896716 0.012924615140051525 -0.082532220124515651 -0.0037642004773332906 0.003325615330798345 0.095611697477153895
leaf_weight=36.836092388813995 1.6370204084887543 7.315252071950904 2.8898616446531378 1.0425385243725029 0.59033274409011838 0.49341696339979424 0.50988867604247445 0.70318943135498557 1.3727169245394204 0.43396952967304969 1.8667365291039448 24.051576751437103 0.22630873101297755 0.57441524666501198 1.4318191019701769 1.3128638952621257 4.3511331054905886 0.29200522872997936 17.257167055471655 0.30394245011848398 4.7077513900076138 3.9122858677328622 58.767651385689533 4.1698371202837734 2.7324385970059648 0.61314979976304984 2.2359050496816053 0.32431715420398077 0.69686095327779174 4.3315026434102037 6.3432739989220854 0.75322589965071429 42.076858415704919 45.505036929589551 1.0075431313453007
leaf_count=6097 439 1204 465 327 110 75 110 139 335 127 369 5889 40 87 276 264 954 75 6715 75 1604 1364 24195 1483 1038 102 555 218 292 1513 900 64 9064 10747 109
internal_value=0 0.00229598 -0.00399512 -0.00711554 -0.0562957 -0.00500521 -0.00102959 0.0559505 -0.00333762 -0.062035 0.0220398 -0.00140033 -0.00366885 0.00429034 0.0200121 0.0146519 0.0239972 -0.0132405 -0.0162562 0.0434643 -0.00132358 0.0103623 -0.00337924 -0.0191023 -0.00406939 -0.00341156 -0.0276184 -0.000582263 0.00804818 0.015245 0.00338038 0.00114017 -0.00514944 0.00623677 0.0242582
internal_weight=0 184.635 44.4429 39.6863 1.63287 38.0534 30.7381 1.19661 29.5415 0.943858 4.7566 28.5977 99.0348 140.192 7.67023 7.09582 5.664 19.4901 17.8531 0.595948 79.5446 11.8994 67.6452 8.87759 7.98711 27.2249 2.84905 24.3759 5.25467 4.55781 132.522 95.6859 42.8301 52.8559 7.35082
internal_count=77420 38587 10025 9191 437 8754 7550 214 7336 237 834 7099 38833 28562 1581 1494 1218 7304 6865 150 31529 4247 27282 3087 2883 6764 657 6107 1845 1553 26981 20884 9128 11756 1009
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=0 0 4 0 8 8 7 7 8 5 5 15 14 14 15 4 14 5 8 15 15 0 5 7 7 0 4 0 0 15 14 14 5 5 0
split_gain=0.146237 0.23675 0.280207 0.223942 0.502693 0.351662 0.208262 0.656078 0.197152 0.168357 0.154093 0.173328 0.187724 0.358303 0.173685 0.157315 0.175066 0.151711 0.229821 0.181349 0.154797 0.148894 0.148153 0.158306 0.140891 0.139214 0.137037 0.133161 0.181509 0.195302 0.18344 0.180987 0.183474 0.177954 0.136405
threshold=0.15618421137332919 0.24493118375539782 -0.027442314079962667 0.1409842595458031 0.18818635627156202 0.20140982071938304 0.33287437212902576 0.34103947631430448 -0.11843974902012112 0.095288960356412503 -0.0096259951228642431 -0.11654815154549052 0.30309374003809048 0.046979550350877745 -0.0046125283793553703 -0.0047067455016076556 0.0021384213712930052 0.0006841473050283321 -0.092935732979415653 0.85973896694618535 0.3404250113602007 0.27479501068592077 -0.058921216082778685 0.092241966984959109 -0.18097717841515806 0.6167418658733369 4.5791504817316315e-05 0.1724517419934273 0.1799116060137749 -0.12648159961796704 -0.53030903675004448 0.27957484130555338 -0.013724085086622047 -0.0038365166050297115 0.18432917445898059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 -1 8 -6 27 -8 -5 -9 15 12 13 -12 -13 16 21 18 -10 -20 -19 -3 -17 -24 -2 -14 -15 31 29 -29 -30 -4 -33 34 -32
right_child=1 10 6 4 5 -7 7 9 17 -11 11 14 25 26 -16 22 -18 20 19 -21 -22 -23 23 -25 -26 -27 -28 28 30 -31 33 32 -34 -35 -36
leaf_value=0.00087929323840255059 0.09146549838794743 -0.078677496592636287 -0.040805344422021272 0.064351029709610805 0.17933515012032478 0.039149722170167767 -0.17481469986408954 -0.041852335303165004 -0.12387701124276443 0.027938165213368338 0.023623289552141619 -0.02453707753984713 0.065710389250070417 -0.060325236340079608 0.0055224469165530846 -0.0031690760655357767 0.037250208639950051 0.0092594654125307766 0.0030746484360065214 -0.10754005171553344 0.10159661963660305 0.0032650638734342801 -0.038015083852332765 -0.00045252924035061649 0.012361160697700341 -0.019862697504299816 0.025930898905381812 0.074762650657772767 0.020623520169410884 -0.005032799695816912 0.061153844633832499 -0.035425675370620982 0.068134315735789749 -0.0356057789840011 -0.009704274898608355
leaf_weight=227.94674459352564 0.27309074194636185 0.26228913108934593 2.9476006277764095 0.5400307796262499 0.31402482856356062 0.4160011083149584 0.33968518540495951 1.2762425927539878 0.18239870993420559 0.4740378148126182 4.2787948818986505 2.4578718635293653 1.1727580911610855 0.82937737227257435 8.8198571635512 7.5259794973753715 1.5294590653757039 0.80197648031753466 1.7373997788781697 0.162037297268398 0.23468454391695559 1.4346122847819058 3.3274701300251772 1.6927750963222932 1.2827388883524715 0.22689286002423603 0.23676783737028018 0.51969969569472596 1.3709936258674105 0.74847004647017346 0.29531540414609248 0.34263898561039241 0.34166857757372771 3.4585736744616078 3.3939798670398886
leaf_count=55137 93 99 972 136 36 219 19 479 42 126 1412 1121 308 215 2979 2788 766 255 745 25 72 752 2498 1488 567 103 82 163 420 314 115 154 111 958 1651
internal_value=0 -0.00461001 -0.0142114 0.00131007 0.0236853 0.0994513 -0.01827 -0.0476333 0.00856682 -0.0229506 0.000238211 0.00655522 0.0192365 0.0106992 -0.00102874 -0.00697983 0.0127142 -0.00109334 -0.0166577 -0.00636168 0.0301632 -0.00940076 -0.0120443 -0.0253494 0.0262461 0.0518384 -0.0411696 -0.0136968 -0.00762843 0.0276676 -0.0128828 -0.0300494 0.0162809 -0.0193095 -0.00403232
internal_weight=0 50.8596 17.0647 232.335 4.38855 0.730026 15.5089 2.08997 3.65853 1.75028 33.7949 18.0223 6.74459 5.34494 11.2777 15.7726 3.22636 3.1185 2.08184 1.89944 1.03666 1.6969 12.5462 5.02025 1.55583 1.39965 1.06615 13.4189 9.78703 1.26817 8.51886 3.63191 0.684308 7.14787 3.6893
internal_count=77420 20753 6142 56667 1530 255 5482 624 1275 605 14611 6220 2120 1709 4100 8391 1617 1139 812 770 327 851 6774 3986 660 411 297 4858 3621 477 3144 1237 265 2724 1766
shrinkage=0.1


end of trees

feature_importances:
protbert_interface_features_protein_wt_2_pc=361
protbert_core_score_change=346
protbert_interface_features_protein_wt_3_pc=266
proteinsolver_core2interface_score_wt=262
protbert_core_score_mut=251
proteinsolver_interface_score_mut=235
protbert_core_features_residue_wt_4_pc=231
protbert_core_features_protein_wt_7_pc=230
protbert_core_features_residue_change_1_pc=225
proteinsolver_core_score_mut=211
protbert_core2interface_features_residue_wt_7_pc=209
protbert_core2interface_features_residue_wt_9_pc=157
protbert_interface_features_protein_change_7_pc=151
protbert_core_features_residue_change_0_pc=150
protbert_interface_features_protein_change_1_pc=119
protbert_interface_features_protein_change_6_pc=96

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[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: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[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]
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[eval_at: 1000000]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]

end of parameters

pandas_categorical:[]
