tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=55
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55
feature_infos=[-2.6480116844177246:899.24127197265625] [-1.6953428983688354:537.716552734375] [-1.5686674118041992:432.52276611328125] [-1.5100586414337158:317.26541137695312] [-1.3684296607971191:294.17733764648438] [-3.8205981254577637:3.6167638301849365] [-11.250462532043457:11.633420944213867] [-178.32157897949219:31.027378082275391] [-168.69509887695312:24.585739135742188] [-58.428810119628906:107.74765014648438] [-1.0032992362976074:0.99671167135238647] [-3.3106920719146729:3.1623668670654297] [-0.30803275108337402:195.3482666015625] [-32.104030609130859:276.09219360351562] [-18.295454025268555:313.37521362304688] [-14.363351821899414:354.548828125] [-8.4178743362426758:412.9281005859375] [-0.93466681241989136:15.501534461975098] [-0.021823929622769356:405.318359375] [-0.024879168719053268:288.1317138671875] [-0.033813551068305969:266.71868896484375] [-0.20548999309539795:60.144813537597656] [-0.65683537721633911:1.6594306230545044] [-2.6472175121307373:899.2196044921875] [-3.7117986679077148:3.6195874214172363] [-3.5777997970581055:4.4422993659973145] [-2.052433967590332:2.8989355564117432] [-141.80332946777344:642.29339599609375] [-193.14361572265625:314.93453979492188] [-0.28035897016525269:76.039054870605469] none [-3.1843767166137695:3.0735974311828613] [-14.363351821899414:354.54876708984375] [-0.40915185213088989:27.987947463989258] [-1.579592227935791:1.3883670568466187] [-1.6251664161682129:1.4297853708267212] none [-3.1603121757507324:14.421809196472168] [-0.25330248475074768:3.9478490352630615] [-24.201498031616211:0.041319753974676132] none none [-0.038646969944238663:25.875249862670898] [-3.1246073246002197:5.1051316261291504] [-0.25614631175994873:3.9054112434387207] [-77.5755615234375:491.19122314453125] [-66.322944641113281:460.3082275390625] [-2.2481677532196045:3.1108465194702148] [-3.1593220233917236:3.6238675117492676] [-14.02635383605957:8.8616828918457031] [-1.3664791584014893:1.0622026920318604] [-0.34903949499130249:116.00056457519531] [-1.1733413934707642:1.0420401096343994] [-0.056538037955760956:58.067909240722656] [-3.1603126525878906:14.421808242797852] [-2.4257125854492188:2.1942636966705322]
tree_sizes=3505 3568 3580 3562 3584 3573 3583 3576 3560 3587 3601 3572 3568 3571 3565 3582 3593 3582 3598 3585 3589 3608 3566 3586 3589 3585 3596 3600 3566 3569 3541 3558 3574 3575 3561 3593 3580 3568 3567 3584 3562 3567 3576 3585 3562 3613 3621 3625 3593 3566 3574 3569 3547 3558 3591 3425 3233 3575 3578 3492 3575 3592 3551 3596 3599 3571 3575 3599 3470 3569 3629 3612 3588 3368 3603 3600 3599 3578 3573 3586 3602 3227 3440 3607 2887 3555 3558 3563 3456 3561 3620 3608 3587 3593 3581 3598 3590 3593 3575 3589 3457 3606 3611 3581 3591 3598 3620 3612 3572 3588 3597 3608 3568 3591 3601 3580 3581 3577 3572 3565 3562 3590 3114 3557 3556 3581 3598 3580 3463 3266 3586 3597 3372 3469 3584 3564 3545 3553 3119 3594 3466 2935 3026 3025 3017 3622 3580 3383 3602 3570

Tree=0
num_leaves=31
num_cat=0
split_feature=18 7 7 47 0 0 1 6 7 6 44 17 5 16 0 7 6 7 21 7 8 21 23 47 17 17 7 46 0 50
split_gain=2636.48 1712.87 2116.69 1142.75 595.254 363.237 247.742 157.578 147.418 144.44 203.938 160.954 136.248 88.2567 74.745 67.4195 65.1642 48.111 41.9724 40.1218 35.0627 33.7885 19.9281 18.3581 14.1051 16.2886 10.5852 9.85206 7.27959 7.23807
threshold=-0.020662431605160233 -0.0097913797944784147 0.044861363247036941 -0.5827713906764983 -0.0015730941086076198 -0.0015730941086076198 -0.0026376470923423763 6.0529777329065844e-05 0.097593933343887343 1.0000000180025095e-35 1.0000000180025095e-35 -0.9409729242324828 0.67960941791534435 0.059037040919065482 -0.0015730941086076198 -0.04316392354667186 0.66113388538360607 -0.081215556710958467 -0.20624444633722303 0.053041078150272376 -0.0024156388826668258 4.1274077892303476 0.0022488698596134786 1.0000000180025095e-35 1.4130014777183535 0.92029353976249706 0.014900057110935451 -0.0043661890085786572 -0.0026790744159370656 -1.0101534128189085
decision_type=2 2 2 2 2 2 2 2 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 9 3 4 -3 -5 18 14 12 10 17 16 -4 -10 26 -13 -11 -2 23 20 -9 -12 -16 27 25 -20 -8 -1 -25 -21
right_child=1 2 8 5 -6 -7 7 19 13 11 21 15 -14 -15 22 -17 -18 -19 24 29 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.35097568513791116 -0.32436041928035675 -0.34714470975536343 -0.33031832697008978 -0.33904159288305197 -0.36801179931077671 -0.34992075840059211 -0.32089657250542997 -0.35053058923447106 -0.32187253228495172 -0.34810110835868691 -0.30741956749477278 -0.32969523155874181 -0.34141103629035569 -0.33128981541108793 -0.42037919824977804 -0.33742692065244845 -0.39371500394056341 -0.33081730386365532 -0.32820094754333967 -0.30884396639833817 -0.39217974000520717 -0.27971683497286637 -0.34465411338960128 -0.29909553498819041 -0.36913569361500442 -0.25683920301033103 -0.37338055171359924 -0.37862108954222706 -0.34940562156643551 -0.35357468680546428
leaf_weight=55.852711498737335 8591.604055762291 7128.5058523714542 6985.9600191116333 19833.540691077709 15894.224665284157 24943.335279583931 16.998651325702667 77.950958222150803 4856.7575216293335 254.73693200945854 1255.4718193411827 12318.922615736723 9283.206326842308 13655.987961441278 1354.3068349063396 6056.1337915956974 202.28395077586174 8043.7618073225021 94.463933795690536 19.912705838680267 1094.2274696230888 181.39989343285561 12.627569556236265 12.384731680154799 25.497976988554001 13.113245308399199 74.308390080928802 274.40679997205734 63.137847781181335 37.639870792627335
leaf_count=230 35380 29355 28768 81674 65452 102716 70 321 20000 1049 5170 50729 38228 56235 5577 24939 833 33124 389 82 4506 747 52 51 105 54 306 1130 260 155
internal_value=-0.341767 -0.340526 -0.344514 -0.350687 -0.361551 -0.345102 -0.395385 -0.402828 -0.332481 -0.329441 -0.325609 -0.333118 -0.336648 -0.328819 -0.416169 -0.332243 -0.36829 -0.327483 -0.358253 -0.387009 -0.38941 -0.303922 -0.41968 -0.367843 -0.329012 -0.319502 -0.36361 -0.373946 -0.341155 -0.338098
internal_weight=142713 139486 102582 67799.6 23022.7 44776.9 3226.83 2687.97 34781.9 36904.3 18072.2 18832.1 16269.2 18512.7 1458.24 18375.1 457.021 16635.4 538.857 1229.73 1172.18 1436.87 1366.93 405.782 133.075 107.577 91.307 330.26 75.5226 57.5526
internal_count=587687 574399 422428 279197 94807 184390 13288 11069 143231 151971 74421 77550 66996 76235 6005 75668 1882 68504 2219 5064 4827 5917 5629 1671 548 443 376 1360 311 237
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=48 28 47 8 8 48 38 1 28 7 7 6 0 17 21 28 17 28 55 28 28 6 6 8 7 7 54 5 51 7
split_gain=4224.9 1523.88 908.176 640.421 688.167 513.242 448.009 363.893 339.925 204.528 245.915 169.328 143.364 127.865 127.538 108.1 96.56 75.7372 67.3285 66.9688 66.5315 59.7143 52.967 49.9529 47.7162 34.6048 21.3811 19.8839 15.1564 13.6114
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 0.057788373902440078 -0.34191577136516565 1.0000000180025095e-35 -0.0026376470923423763 -0.0094470065087079984 0.061627229675650604 0.0033224067883566026 6.0537413446581929e-05 -0.0017451324965804813 -0.9409729242324828 3.1571753025054936 -0.27692525088787073 -0.9409729242324828 -0.081908166408538804 0.15352448076009753 -0.16511735320091245 0.0010656728409230711 0.61955183744430553 6.054261029930786e-05 -0.050118966028094285 0.051835363730788238 0.0051615408156067142 1.0425440669059756 -1.8549360036849973 -0.28147326409816736 -0.27966761589050287
left_child=2 6 7 13 5 -5 19 20 17 10 -10 12 -9 21 18 -16 -6 28 -8 27 29 -3 -22 -15 -13 -21 -19 -2 -4 -1
right_child=1 3 8 4 16 -7 14 11 9 -11 -12 24 -14 23 15 -17 -18 26 -20 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.038620243668689394 0.029430535297940711 -0.003464016076262298 -0.00043041137445959659 -0.014194470685988432 -0.022759745738872354 -0.0016282092797973776 0.039481184256955688 -0.027364425848366094 -0.0046270643266722467 0.0051905694811902993 -0.029468801955586033 -0.040951610781264164 -0.066433469401712159 0.011712638888031562 0.092056241532322128 0.036699726102805655 0.0082239949596035269 -0.0041183727397212898 0.02007627964399198 0.014690876988473269 -0.040197450469184486 -0.045860131105585719 -0.012741927078393531 0.0061437321743383084 -0.0055528598151578443 0.0087849593140615963 0.043943839555330093 0.017245065763238598 0.025780639017785316 -0.0050453412983699686
leaf_weight=27.035954430699348 511.10910750925541 282.09223492443562 95.848482817411423 17435.82329659164 369.38144741952419 35572.461850076914 1776.6468777358532 387.34458178281784 1773.590687841177 903.0936417132616 7505.0892091393471 1543.2510625123978 2660.975716277957 14774.746705055237 261.09003756940365 247.26892532408237 18376.646764963865 2208.5139167159796 1009.4086162596941 6315.8933755904436 605.9153741300106 207.62763917446136 434.2482026219368 9544.5150682926178 150.45027641952038 8219.9842494577169 33.831955745816231 8487.9388234168291 463.3586702644825 519.97231550514698
leaf_count=111 2099 1162 394 71924 1518 146632 7294 1596 7302 3714 30989 6387 11065 60723 1070 1014 75561 9090 4145 25957 2506 862 1793 39280 619 33815 139 34880 1904 2142
internal_value=3.6208e-05 0.00412048 -0.0260592 0.00060584 -0.00226731 -0.00576158 0.0167702 -0.0446945 -0.0169748 -0.0220674 -0.0247204 -0.0530178 -0.061469 0.00891577 0.0374934 0.0651305 0.00761348 0.00153331 0.0324506 0.0138694 -0.0198269 -0.0214388 -0.0287353 0.00952703 -0.0378072 0.0113511 -0.00339322 0.0179372 0.021288 -0.00288716
internal_weight=142705 123393 19312.5 96563.3 71754.3 53008.3 26829.3 6329.19 12983.3 10181.8 9278.68 4742.02 3048.32 24809 3294.41 508.359 18746 2801.55 2786.06 23534.9 1587.17 489.72 1040.16 24319.3 1693.7 14535.9 2242.35 8999.05 559.207 547.008
internal_count=587687 507936 79751 397662 295635 218556 110274 26219 53532 42005 38291 19667 12661 102027 13523 2084 77079 11527 11439 96751 6552 2024 4299 100003 7006 59772 9229 36979 2298 2253
shrinkage=0.06

Tree=2
num_cat=0
split_feature=48 28 18 8 8 48 28 6 38 6 6 7 17 21 28 28 17 6 28 6 7 7 23 8 26 8 5 12 27 11
split_gain=3750.78 1341.7 863.038 565.201 608.463 456.773 417.995 465.135 391.747 173.387 138.09 130.604 113.111 110.641 109.849 93.6057 87.2233 85.6276 58.761 53.9111 45.9433 43.1687 32.235 30.6799 24.138 21.2089 17.3914 15.7043 14.3179 10.3913
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.0089428424835205061 0.056312030181288726 -0.34191577136516565 0.000590299750911072 6.054261029930786e-05 1.0000000180025095e-35 1.0000000180025095e-35 6.0529777329065844e-05 0.061627229675650604 -0.9409729242324828 3.1571753025054936 -0.081908166408538804 -0.23239897191524503 -0.9409729242324828 1.0000000180025095e-35 -0.16511735320091245 0.6756977140903474 -0.095203194767236696 -0.022537890821695324 -0.0016591091989539561 -0.0041350403334945432 0.87006315588951122 0.060729285702109344 -1.8549360036849973 -0.25213894248008722 -0.0034591275034472342 -0.68374860286712635
left_child=2 8 9 12 5 -5 14 17 18 27 22 -9 19 24 28 -15 -6 -8 26 -3 -14 -16 -11 -20 -10 -12 -2 29 -4 -1
right_child=1 3 6 4 16 -7 7 11 13 10 25 -13 20 15 21 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048484301646380722 0.027535507718260709 -0.0042963666789291579 0.026082411806962309 -0.013460045880946526 -0.021677266704434602 -0.0015538445846190335 -0.017844963582001411 -0.019247455849243401 0.033435074214322617 -0.07107500830224725 -0.044816611505350781 0.0048574526474179126 0.012147868842051679 0.083218803300082189 0.0065157042245196284 0.031534441523291219 0.0075833586887485635 -0.044915833755323806 0.014283986750513513 -0.04520076118655502 0.0068235392951327698 -0.010234877418193311 -0.015209029059511631 0.0085628537273080094 0.020293049345501236 -0.0026435518290204504 0.016164572565942569 0.027152899129363566 0.0069031110658762307 -0.026218940787449796
leaf_weight=132.71508252620697 513.43153735995293 297.5227752327919 403.16997575759888 17289.705110609531 374.04073667526245 35249.444352924824 477.766422778368 6147.928719073534 2142.2410284131765 1533.3561092466116 1275.8017679601908 931.83624078333378 9687.1074144244194 289.03804898262024 654.64261519908905 223.84734986722469 18810.491118118167 3518.0335596501827 5312.1164991408587 190.11631117761135 14669.718748033047 3598.2810463160276 38.106276944279671 9250.4690551161766 657.56658110022545 44.423698037862778 8511.2301515638828 30.085568398237228 214.77142788469791 213.97539804875851
leaf_count=549 2099 1227 1652 71502 1543 145343 1977 25488 8752 6484 5332 3830 39730 1171 2691 913 77247 14664 21778 797 60273 14851 160 37994 2687 183 34880 124 880 886
internal_value=3.24868e-05 0.00387015 -0.024627 0.000569045 -0.00213254 -0.00547196 -0.0188701 -0.0253122 0.0157208 -0.0527141 -0.0577024 -0.0160748 0.00836828 0.0350417 -0.00422189 0.0606613 0.00701286 -0.041679 0.0130073 -0.0202438 0.00894111 -0.0076565 -0.0697203 0.0106498 0.0303485 -0.0433975 0.0168115 -0.0144297 0.0194165 -0.0180382
internal_weight=142683 123468 19214.9 96568.1 71723.7 52539.1 15946.4 11075.6 26899.9 3268.46 2891.69 7079.76 24844.5 3312.69 4870.87 512.885 19184.5 3995.8 23587.2 487.639 24356.8 4252.92 1571.46 14562.6 2799.81 1320.23 9024.66 376.776 617.941 346.69
internal_count=587687 507936 79751 397662 295635 216845 66033 45959 110274 13718 12159 29318 102027 13523 20074 2084 78790 16641 96751 2024 100003 17542 6644 59772 11439 5515 36979 1559 2532 1435

Tree=3
num_cat=0
split_feature=28 18 28 47 17 38 7 26 8 6 6 28 21 28 7 7 28 55 6 8 23 28 4 46 29 24 51 26 26 15
split_gain=2099.62 1692.01 1233.06 660.466 573.829 462.551 358.885 210.509 191.611 177.794 142.924 123.296 83.8594 100.062 78.935 69.6098 66.0892 64.8785 52.7118 45.5598 20.8089 19.1705 17.951 16.4373 15.3993 15.0866 14.9011 13.7582 12.2556 11.2784
threshold=-0.014725709334015845 -0.020567901432514187 0.021683344617486004 -0.5827713906764983 -0.9409729242324828 1.0000000180025095e-35 0.00065479933982715021 -2.0629943609237666 -0.0079659163020551187 0.64674586057662975 0.81589552760124218 -0.16511735320091245 3.1571753025054936 -0.27692525088787073 0.013508669566363098 -0.0007832700794097035 0.00089833911624737095 0.15352448076009753 6.0516111261677004e-05 0.04795315861701966 0.0028270264156162743 -0.91767302155494679 -0.020877178758382794 -0.027065264992415902 -0.24111911654472348 -2.3852913379669185 0.17622788995504382 0.87006315588951122 -1.7478882670402525 -0.0063512064516544333
left_child=5 7 3 6 9 11 -3 18 -5 -4 -6 22 17 21 25 28 -16 27 29 -17 -20 -14 -1 -19 -24 -9 -15 -7 -13 -2
right_child=1 2 4 8 10 12 -8 14 -10 -11 -12 15 13 26 16 19 -18 23 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020631509565305638 -0.045836766841216972 0.0004461379530221003 -0.013229211469316056 0.0047856061626625392 0.010405677199069244 0.037456265421087001 -0.01920692162978159 -0.040926489453667635 -0.0053466566499346824 -0.059457014537313994 0.0025897219807113469 -0.01515088712609885 0.097340526029004018 0.077948230466705626 -0.01141563729473552 0.0025064089685174766 -0.043228496275198432 0.10209672016632516 -0.053126386989618551 0.0091435183891192869 0.021918830419904133 0.065291154644032165 -0.0012809050446487638 0.016278890867227676 0.014899427600887824 -0.0013401231605145842 0.025321804939736951 0.025721965696821184 0.012085841470084031 -0.076399033703997699
leaf_weight=2172.7554397881031 46.647015631198883 4033.2252068817616 641.51858496665955 8431.4925454556942 21351.992158174515 1590.0196596682072 19602.996959999204 39.203285112977028 33082.774057969451 561.80466239154339 13909.166162326932 59.867730543017387 122.86304113268852 20.871691137552261 283.9672287851572 8906.5716968327761 1365.7120315730572 8.0928853005170804 833.26563405990601 6397.8093781322241 13.517403587698935 148.27373600006104 218.39030195772648 1120.1971659064293 6966.7475097626448 298.92190536856651 269.08689454197884 464.87730604410172 9043.8920134454966 638.05576157569885
leaf_count=8872 201 16598 2651 34590 87746 6469 81439 163 136510 2343 57265 245 494 85 1178 36643 5753 33 3551 26242 57 596 893 4569 28482 1240 1094 1894 37037 2754
internal_value=2.90781e-05 -0.004319 -0.00290246 -0.00784716 0.00593215 0.0122159 -0.0158534 -0.0452198 -0.00328881 -0.0348119 0.00732258 0.00999721 0.0322243 0.0536116 -0.0323394 0.00775225 -0.0377524 0.0284544 -0.061938 0.00528097 -0.0519284 0.079814 0.0158527 0.0168944 0.0144076 -0.00592989 0.0291099 0.0348016 0.0119067 -0.0743169
internal_weight=142645 105134 101615 65150.5 36464.5 37510.3 23636.2 3519.29 41514.3 1203.32 35261.2 33766 3744.28 561.095 1987.8 24408.1 1649.68 3183.19 1531.49 15304.4 846.783 271.137 9357.89 1128.29 7185.14 338.125 289.959 2054.9 9103.76 684.703
internal_count=587687 434039 419142 269137 150005 153648 98037 14897 171100 4994 145011 138414 15234 2269 8334 100167 6931 12965 6563 62885 3608 1090 38247 4602 29375 1403 1179 8363 37282 2955

Tree=4
num_cat=0
split_feature=48 28 18 48 28 6 38 7 7 8 7 0 6 6 28 21 0 28 55 28 51 7 6 34 9 21 29 14 8 27
split_gain=3114.1 1035.21 700.791 479.81 356.6 401.203 300.1 255.975 255.648 185.679 182.51 146.795 125.207 121.131 88.2262 85.609 77.4505 72.0408 51.2287 43.4505 36.5233 34.0977 25.3421 24.4061 20.3817 19.4461 15.3126 15.2777 15.7276 12.6289
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.000590299750911072 6.054261029930786e-05 1.0000000180025095e-35 -0.0097913797944784147 0.044861363247036941 -0.050118966028094285 0.070422995835542693 -0.0015730941086076198 0.92906877398490917 6.0529777329065844e-05 -0.081908166408538804 3.1571753025054936 -0.0027339300140738483 -0.23239897191524503 0.15352448076009753 -0.16511735320091245 -0.095216829329729066 -0.022537890821695324 -0.45341317355632776 1.4059368371963503 -0.0032801249762997027 1.2277988195419314 -0.24111911654472348 0.0092176757752895373 0.051256868988275535 -0.0034591275034472342
left_child=2 6 11 7 14 16 19 25 -9 20 -11 27 -7 23 29 18 -6 -17 -8 26 -5 -16 -21 -13 -15 -3 -2 -1 -29 -4
right_child=1 3 4 9 5 12 15 8 -10 10 -12 13 -14 24 21 17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003618863960987065 -0.0011854738966212139 0.0065478808194343137 0.023494753106066368 0.012968112446413734 -0.015028539250805455 -0.0092289560675944231 0.032695539609010046 -0.012627244247939092 0.0033668172149301278 -3.9267265287598098e-05 0.0080240025368740579 -0.058782712897866685 -0.026279658901130182 -0.023908311836886017 0.0056195558169577862 0.072812168973463556 -0.041678783856231943 0.027676626309024878 0.015864041365146568 0.0076678855346253389 0.0064008653438166457 -0.0092562908688329781 0.012918109150686296 -0.07469744003928247 -0.043073365424321018 -0.018906670693007662 0.015158808614468852 -0.032804626278541721 0.070084214924511737 0.0055198104510165054
leaf_weight=235.60597832500935 211.28021320700645 4830.6349111199379 405.52580827474594 6524.4158939868212 442.10582147538662 4745.6807868033648 1801.7697349637747 16695.037248522043 4585.9831015467644 45041.924009621143 13028.933943882585 984.60537728667259 2302.6894736886024 246.69860017299652 656.17510950565338 292.30819857120514 3504.2070683389902 225.52298668026924 1019.2374914288521 9535.564965993166 5722.6411020606756 3587.186144888401 5069.1540950089693 535.60530745983124 1050.0821598917246 110.51703538000584 8856.4399839192629 133.66645355522633 5.5713972598314276 215.48238943517208
leaf_count=978 864 19794 1652 26699 1840 19717 7294 69312 18847 185672 53436 4295 9601 1046 2691 1171 14801 913 4145 39047 23442 14851 20725 2349 4469 460 36115 558 23 880
internal_value=2.6113e-05 0.00350779 -0.0225537 0.000602688 -0.0173911 -0.0233756 0.0138908 -0.00632408 -0.00918058 0.00318574 0.00176983 -0.0482048 -0.0147994 -0.0528986 -0.00386473 0.0307306 -0.0386932 0.053155 0.0266143 0.0115157 0.00989946 -0.00695595 0.00949019 -0.0643898 -0.0394274 0.00597855 0.014778 -0.0129308 -0.0286877 0.0172577
internal_weight=142602 123551 19050.9 96540.1 15859.1 10994.7 27011.3 26222.2 21281 70317.9 58070.9 3191.84 7048.37 2816.99 4864.37 3338.84 3946.31 517.831 2821.01 23672.4 12247.1 4243.36 14604.7 1520.21 1296.78 4941.15 9067.72 374.844 139.238 621.008
internal_count=587687 507936 79751 397662 66033 45959 110274 108413 88159 289249 239108 13718 29318 12159 20074 13523 16641 2084 11439 96751 50141 17542 59772 6644 5515 20254 36979 1559 581 2532

Tree=5
num_cat=0
split_feature=48 47 6 6 44 21 7 7 2 9 7 6 9 6 8 48 6 6 21 55 6 6 48 9 29 50 8 16 31 9
split_gain=2738.77 607.496 586.418 1181.59 535.742 317.253 241.894 323.062 226.883 201.273 173.429 155.401 140.529 125.414 98.5166 97.4821 68.8814 62.3208 61.4271 62.984 46.1093 39.9766 27.3888 25.7012 21.8789 17.5039 17.4661 16.2134 12.3739 11.337
threshold=-1.1056645214557645 -1.256108224391937 1.0000000180025095e-35 6.0545426094904549e-05 1.0000000180025095e-35 1.6111459732055666 -0.0097913797944784147 0.041539836674928672 -0.0035605494631454344 0.093192353844642653 -0.01821904722601175 -0.026587952859699723 0.018579681403934959 0.42046578228473669 0.057788373902440078 -1.8694132566452024 6.054261029930786e-05 1.0000000180025095e-35 3.1571753025054936 0.092965848743915572 6.0547223256435252e-05 -0.68376138806343068 0.42183295637369161 0.019179280847311023 -0.0457535833120346 0.0071385176852345475 -0.08085808157920836 -0.05488437041640281 0.05835311301052571 -0.030657990835607048
left_child=1 8 4 16 10 9 26 11 17 -5 24 -8 15 -7 -12 -10 22 28 19 -6 -19 -20 -4 -9 -2 -14 -3 -18 -1 -28
right_child=2 6 3 5 18 13 7 23 12 -11 14 -13 25 -15 -16 -17 27 20 21 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0036800257569124667 0.01374213906893813 0.012192986680143646 -0.036094317513765406 0.00094269361913116949 0.032012604857670657 -0.0023837855124942148 -0.011108892694815631 -0.0015367844904367594 -0.055421277972431203 0.010145255301580836 0.0019872310844819053 -0.027961232774264527 -0.030351393714190131 -0.034589872295296954 0.0086635239725403497 -0.036338847610379608 -0.031999705102213574 -0.033715877212948477 0.067487486092260726 0.01521119988940146 -0.0092200306691243902 0.034715441846676853 -0.014874992148748815 0.012142136203659558 0.0089070513772021524 0.0043685602446038941 0.010722933696652028 -0.01749139049139057 -0.018061071309950452 -0.002894619400955519
leaf_weight=392.63481162488461 8595.2361777722836 824.99408027529716 2753.277965977788 51053.612528577447 2203.7131037563086 692.22435884177685 2961.492949783802 1171.2437149882317 2305.1105953752995 10278.535061702132 25832.309540435672 5882.9189640432596 68.751475423574448 1172.6978507190943 11498.662926882505 1656.1636388152838 333.96597729623318 898.81542311608791 216.0350084155798 1263.9208044856787 399.63143031299114 352.87490074336529 237.90562632679939 855.7881355881691 5541.1305398344994 218.09649740159512 299.35807971656322 1634.1225124597549 124.00762024521828 831.2029032856226
leaf_count=1624 35056 3386 11483 210308 8920 2862 12296 4849 10056 42091 106375 24801 291 4891 47000 7089 1390 3842 867 5137 1672 1423 985 3523 22606 907 1233 6794 515 3427
internal_value=8.71974e-06 -0.0212698 0.00325921 -0.000469417 0.00783779 0.00174364 -0.0138722 -0.0173667 -0.0369199 0.00248493 0.00618695 -0.0223183 -0.0445065 -0.0226356 0.00404366 -0.0474431 -0.0286708 -0.0191637 0.0288866 0.0258886 -0.0261766 0.0471601 -0.0344066 0.00423829 0.0118469 -0.00395309 0.00555501 -0.0199533 -0.0015384 0.000711134
internal_weight=142550 18890.2 123660 68156.3 55503.9 63197.1 12827 10871.4 6063.21 61332.1 51467.3 8844.41 4248.12 1864.92 37331 3961.27 4959.27 1815.09 4036.54 3467.63 1298.45 568.91 2991.18 2027.03 14136.4 286.848 1955.56 1968.09 516.642 1130.56
internal_count=587699 79511 508188 280804 227384 260152 53515 45469 25996 252399 211037 37097 18343 7753 153375 17145 20652 7653 16347 14057 5514 2290 12468 8372 57662 1198 8046 8184 2139 4660

Tree=6
num_cat=0
split_feature=48 28 48 0 6 9 9 17 28 38 6 23 9 9 6 17 28 28 6 6 3 26 9 23 11 12 31 14 45 2
split_gain=2440.3 1108 662.189 388.221 448.503 292.781 354.191 275.22 250.006 231.05 149.828 85.4513 80.6344 72.3913 66.8835 66.0471 93.055 35.2399 26.6481 25.1239 20.7393 20.3243 19.4962 22.2416 15.7903 15.7809 11.8719 11.434 16.0854 13.3836
threshold=-1.4875389337539671 -0.031506778672337525 -0.34191577136516565 -0.0015730941086076198 6.0536020100698813e-05 -0.024044124409556385 0.019179280847311023 -0.89923131465911854 0.035648154094815261 1.0000000180025095e-35 0.69035851955413829 -0.0016591091989539561 0.015318375546485187 -0.030657990835607048 6.0516111261677004e-05 -0.9409729242324828 -0.23239897191524503 -0.16511735320091245 -0.46334686875343317 6.0548378314706504e-05 -0.0045776558108627787 -1.2674940824508665 0.01437470503151417 -0.0020518287783488627 1.7545467019081118 -0.27546699345111841 -0.94658359885215748 -0.62155407667160023 0.011702276766300203 -0.0012217860203236339
left_child=3 9 5 20 11 21 -7 10 -9 17 -4 14 13 -6 -5 16 -11 24 -19 -14 27 -3 23 -22 -2 -17 -13 28 -1 -29
right_child=1 2 7 4 12 6 -8 8 -10 15 -12 26 19 -15 -16 25 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.036682096034897534 0.013813283499058252 -0.0052998749789293078 -0.0099218928564116429 -0.064641663055414578 0.0072711751005660741 -0.013576032834332766 0.0020726356028286418 0.00078106327242376576 0.0086062916242527158 0.066930918644713608 -0.052482069522762277 0.04867433936403328 -0.022429424189668555 -0.028122729357457223 -0.046644270296890437 0.0091404725657047211 0.020107411521732822 0.0071344931442425775 0.012377121154787262 0.0041283435540549708 -0.023732445181019062 0.0071206775552645615 -0.0011675729533413544 0.0043576455927657066 -0.027808431948376199 0.024933708715191079 -0.0067776212102606346 -0.0066162562271602551 -0.056663760628145238 0.014471748478127546
leaf_weight=45.920756429433823 9307.7270071655512 530.14400725066662 875.3157923668623 1262.7356678843498 220.81783626973629 22011.737789779902 6820.3446130901575 47754.182097285986 21233.341583743691 329.92853744328022 451.30757011473179 16.725064247846603 176.53930130600929 3593.0575661659241 1807.3302707970142 250.20141543447971 284.60215626657009 9872.5489340275526 5399.2241865694523 468.66622838377953 684.22920940816402 4500.9664300829172 279.45326186716557 119.14594693481922 32.929530903697014 2540.3004868626595 82.26320543885231 1411.5233635008335 7.7702594548463813 117.35113547742367
leaf_count=190 37838 2180 3626 5667 917 91860 28122 196459 87006 1323 1916 72 747 15262 7900 1010 1146 40357 22010 1944 2859 18530 1154 497 134 10248 358 5848 32 487
internal_value=6.89955e-06 0.00219798 -0.000650686 -0.0281321 -0.0350199 -0.00754376 -0.00987428 0.00266901 0.00318955 0.0127902 -0.0244006 -0.0522776 -0.0227549 -0.0260735 -0.0540467 0.0274391 0.045246 0.0107635 0.00898799 -0.00313832 -0.00841979 0.00581188 -0.0148182 -0.0195665 0.0136666 0.0235177 0.00259155 -0.00404188 0.0231729 -0.00499761
internal_weight=142488 132195 104177 10293.5 7628.14 33863.2 28832.1 70314.1 68987.5 28017.5 1326.62 3169.05 4459.08 3813.88 3070.07 3405.03 614.531 24612.4 15271.8 645.206 2665.39 5031.11 1082.83 803.375 9340.66 2790.5 98.9883 1582.57 53.691 1528.87
internal_count=587699 543765 429699 43934 32867 140692 119982 289007 283465 114066 5542 13997 18870 16179 13567 13727 2469 100339 62367 2691 11067 20710 4510 3356 37972 11258 430 6557 222 6335

Tree=7
num_cat=0
split_feature=48 28 18 28 17 7 7 48 44 37 6 47 6 1 6 21 6 28 55 28 7 9 19 20 28 7 28 6 19 35
split_gain=2178.69 802.397 524.296 347.785 421.737 290.237 359.963 283.095 199.147 195.331 191.257 182.985 135.949 108.56 76.0902 66.9274 66.6655 63.9669 46.5785 39.9589 35.7071 34.2243 27.2535 22.0786 20.11 17.7337 14.9463 15.7349 14.9519 9.49545
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 0.035648154094815261 -0.9409729242324828 -0.0097913797944784147 0.04009512439370156 -0.34191577136516565 3.7910240888595585 0.18183939158916476 -0.026587952859699723 -1.256108224391937 0.76573270559310924 -0.0026376470923423763 6.0537413446581929e-05 3.1571753025054936 0.4528979361057282 -0.27692525088787073 0.40620811283588415 -0.0029428219422698017 -0.04316392354667186 0.019179280847311023 -0.023445905186235901 0.030576144345104698 -0.41637296974658961 -0.025791299529373642 0.00089833911624737095 6.0540449339896447e-05 -0.023943598382174965 0.097618203610181822
left_child=2 8 13 7 12 25 10 11 20 -9 -7 -3 -5 26 19 18 -6 -17 -10 -15 23 -8 -16 -2 -22 -4 28 -28 -1 -27
right_child=1 3 5 4 16 6 21 9 15 -11 -12 -13 -14 14 22 17 -18 -19 -20 -21 24 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.053193063447599408 0.014656194017832263 -0.024205248066140196 0.0082330614641501296 -0.013197104010774058 0.012385682425370527 -0.010508521580505099 -0.003124714512893088 1.8880390984454894e-05 0.026677081864282144 0.023866697472363637 -0.027766592446717621 -0.0057820127551755102 -0.056842432077672395 -0.011237675764861144 -0.045856560293101555 0.066087801030715043 0.0056897476447771113 0.023647850698309228 0.0095198440712644175 -0.055939957556989342 0.014366826947743013 0.011372573770366587 -0.021661399110724164 0.0040695852185146514 0.0077444399333185939 -0.0069131163159937602 -0.035964360550072176 -0.0084027674973783748 -0.010243421083413449 0.021207188664714972
leaf_weight=14.25738003849983 6583.7311362177134 2156.6075264215469 1721.8660894632339 636.10325698554516 7599.1352624595165 3300.6529254168272 1373.0765950381756 46892.005684271455 2102.4626838713884 1269.9360850155354 7715.6474360525608 19397.623140126467 431.00618425011635 75.201874613761902 269.24655431509018 264.44532406330109 18108.034908935428 247.52248741686344 781.31712293624878 1684.1441294848919 1861.1387199312449 1022.9725192338228 443.9290624409914 794.79907859861851 14603.919657081366 477.230971544981 211.96775394678116 115.03913451731205 216.32085503637791 47.535174250602722
leaf_count=60 26722 9045 7074 2656 31054 13768 5714 192903 8454 5219 33049 80499 1857 317 1176 1063 74231 994 3158 7724 7557 4206 1925 3226 59550 1977 929 493 903 196
internal_value=5.28594e-06 0.00288946 -0.0190892 0.000322234 0.00613486 -0.0146685 -0.0180117 -0.00191009 0.0119834 0.000647701 -0.0225958 -0.00762535 -0.0308255 -0.0419346 -0.0473278 0.0255777 0.00766909 0.0455692 0.0220286 -0.0540292 0.0100473 0.00306478 -0.0307958 0.0135158 0.00849301 0.00529021 -0.0180195 -0.0262684 -0.00632094 -0.00436588
internal_weight=142419 123730 18689.1 96490.5 26774.3 15659 13412.3 69716.2 27239.3 48161.9 11016.3 21554.2 1067.11 3030.11 2472.52 3395.75 25707.2 511.968 2883.78 1759.35 23843.6 2396.05 713.176 7378.53 16465.1 2246.63 557.585 327.007 230.578 524.766
internal_count=587699 508188 79511 397464 109798 65984 56737 287666 110724 198122 46817 89544 4513 13527 11142 13669 105285 2057 11612 8041 97055 9920 3101 29948 67107 9247 2385 1422 963 2173

Tree=8
num_cat=0
split_feature=28 18 28 7 7 17 38 18 0 28 0 21 28 55 5 44 7 7 7 23 34 45 28 14 28 21 55 51 13 26
split_gain=1220.37 1058.82 758.879 420 415.843 389.859 251.793 121.917 96.5283 77.146 76.8418 49.6453 67.272 49.3386 46.8525 45.2864 40.1423 31.8855 29.0016 28.9362 23.9962 19.3674 19.3319 18.4506 17.5398 15.9367 14.7688 13.9199 13.8065 13.3787
threshold=-0.014725709334015845 -0.020662431605160233 0.018866457976400856 -0.0097913797944784147 0.04009512439370156 -0.8667066991329192 1.0000000180025095e-35 -0.021240289323031899 0.0027706997934728865 -0.031506778672337525 0.00016760183643782514 3.1571753025054936 -0.23239897191524503 -0.23488793522119519 -0.27886094152927393 3.7910240888595585 0.036319512873888023 -0.04316392354667186 0.00065479933982715021 0.0022488698596134786 1.398772180080414 0.0054108754266053447 -0.38811133801937098 -0.17437403649091718 -1.0695331096649168 -0.19088695198297498 1.217558801174164 0.21841555088758471 -0.19503478705883023 0.87006315588951122
left_child=6 7 3 15 -5 10 9 19 -7 17 -4 13 24 29 25 -3 -16 21 26 20 -2 -1 -19 -20 -13 -9 -11 -14 -15 -8
right_child=1 2 5 4 -6 8 11 14 -10 18 -12 12 27 28 16 -17 -18 22 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013923331779156176 -0.048192072769165359 0.0039600411635391996 -0.0066060317041124533 -0.011313872387554307 0.0011809517285934204 0.0097712448022740442 0.030847082348845208 -0.016375956109823748 0.0033167920656662344 0.0062055879130224496 -0.036701977109553016 0.079297585865874529 0.056359829627715609 0.053214305445117516 -0.040122875103621891 0.030412435485635072 -0.0059041421879529737 0.013315768923526093 0.0095341715407992102 0.015762865783682002 -0.065587710842967037 0.0062823419409187902 0.0071304789220587132 -0.00077944201975784302 0.048924492628297386 0.015762983709989718 0.019836119723329451 0.013844694891237444 0.012290007148312212 0.018151429930712074
leaf_weight=6355.9850367605686 948.36355468630791 10565.81255415082 456.07522243261337 41384.792197793722 12480.7919203192 13344.961245045066 1332.0457524657249 417.1066288203001 22247.200477734208 2664.313472032547 924.50570154190063 109.86202095448971 31.37431401014328 30.28737510740757 824.19177021086216 238.24527876079082 145.15329419076443 2066.4406116753817 707.76217751204967 22.113739892840385 408.41097366809845 1470.4697687029839 15197.688479200006 5304.2961840331554 181.56298533082008 64.07690292596817 320.60410669445992 238.27157998085022 1473.3613183945417 385.23741056025028
leaf_count=25760 4389 43289 1898 173268 51411 54675 5350 1799 91263 10895 3950 445 126 122 3640 974 614 8377 2913 97 1937 5961 61934 21845 732 271 1312 958 5945 1549
internal_value=3.83055e-06 -0.00334102 -0.00233322 -0.00625326 -0.00841879 0.00452339 0.00923136 -0.0395446 0.00573683 0.00760172 -0.0267598 0.0239194 0.0403901 0.0210503 -0.0274013 0.00454336 -0.0349988 0.00931096 0.00283503 -0.0523188 -0.0534284 0.0124877 0.00787083 0.000434715 0.0603746 -0.0120962 0.00766962 0.0187915 0.0131143 0.0279991
internal_weight=142341 104472 101642 64669.6 53865.6 36972.7 37869.6 2829.42 35592.2 34087.6 1380.58 3782 561.071 3220.93 1450.53 10804.1 969.345 25090.6 8996.98 1378.89 1356.77 7826.45 17264.1 6012.06 291.425 481.184 2984.92 269.646 1503.65 1717.28
internal_count=587699 433475 420728 268942 224679 151786 154224 12747 145938 138997 5848 15227 2261 12966 6324 44263 4254 102032 36965 6423 6326 31721 70311 24758 1177 2070 12207 1084 6067 6899

Tree=9
num_cat=0
split_feature=48 48 1 7 7 7 0 6 6 44 1 7 7 34 29 0 6 0 6 44 27 7 7 6 22 35 45 23 23 14
split_gain=1854.98 589.821 319.231 309.558 452.626 211.256 203.206 184.528 320.493 205.72 175.805 104.583 95.411 80.3627 45.2432 43.6606 50.6459 38.7923 32.433 29.6549 24.3362 20.2611 19.9875 19.2543 17.745 17.6636 17.0379 12.9387 12.9305 10.4205
threshold=-1.4875389337539671 -0.34191577136516565 -0.0026376470923423763 -0.0097913797944784147 0.040770240128040321 -0.04316392354667186 -0.0015730941086076198 1.0000000180025095e-35 6.0545426094904549e-05 1.0000000180025095e-35 -0.0026260424638167019 0.063237678259611144 0.014224859885871412 1.5559740066528323 -0.071069013327360139 -0.0027339300140738483 6.0544414736796177e-05 -0.0018518779543228445 0.20480032265186313 3.7910240888595585 -0.0014227270148694513 -0.090276408940553651 -0.14110229909420011 6.0526574088726199e-05 0.1174249015748501 -1.4763363003730772 -0.0046077333390712729 -0.0030616075964644547 0.0038861763896420602 -0.62155407667160023
left_child=2 3 15 20 6 14 -5 9 -9 -7 13 12 -12 17 18 28 24 -4 -3 -6 25 -22 -18 -15 -17 -2 -16 -13 29 -1
right_child=1 5 10 4 19 7 -8 8 -10 -11 11 27 -14 23 26 16 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02307443255354253 -0.046446275586650966 0.014905304943578742 -0.020046224920979318 -0.003752062704600843 0.0040074998423014121 0.0049525072112509014 -0.015529360124847394 -0.02394973965042848 0.0014579141102044513 0.022646107125104821 -0.0075119710837709321 -0.018125470938149292 -0.032701066982620958 -0.067576890120965891 0.010033113444079891 -0.027450721758392492 0.032322769337342419 -0.040998780659257626 0.008256863150761181 0.017832036847717794 0.0080753247701513368 0.00040784516899928998 -0.007543058268097552 -0.040135584193715115 -0.0031936638811053408 0.011069529949943679 0.0045376567890148753 0.013758612420209796 0.054736926725018641 -0.0045001059614439339
leaf_weight=50.944606587290764 19.35146401822567 7183.0798863172531 369.59774497151375 8217.2452797740698 7746.8662994652987 30459.000340819359 14725.263148203492 1875.1165551245213 38152.685469612479 2564.8347326666117 717.42163287103176 54.581128031015396 2205.7323561161757 486.86675745248795 3328.7315534502268 994.00461041927338 48.0522331148386 2283.4015591293573 4177.8538139611483 602.00325690209866 2218.4389742910862 2814.983300998807 783.37463203072548 113.51043114066124 121.88019177317619 2882.8340349793434 5209.6431996375322 285.41424760222435 13.780680552124975 1563.8715879917145
leaf_count=210 79 29124 1558 34171 31812 124676 62238 7821 156888 10334 3033 224 9590 2343 13530 4346 198 10346 17074 2458 9053 11549 3315 515 520 11742 21216 1174 57 6505
internal_value=2.76485e-06 0.0018959 -0.0247911 -0.00427383 -0.00695799 0.00449964 -0.0113111 0.00300673 0.000267684 0.0063267 -0.0326959 -0.0228557 -0.026519 -0.0425658 0.0099802 -0.0103859 -0.016449 -0.0380798 0.0124604 0.00500433 0.00631023 0.00378722 -0.00523902 -0.0623887 -0.0248013 0.010686 0.00668009 0.0086401 -0.00313629 -0.00363018
internal_weight=142270 132178 10092.4 39227 31291.4 92950.9 22942.5 73051.6 40027.8 33023.8 6516.53 3263.15 2923.15 3253.38 19899.3 3575.91 1947.31 2653 11360.9 8348.87 7935.61 5033.42 831.427 600.377 1115.88 2902.19 8538.37 339.995 1628.6 1614.82
internal_count=587699 543765 43934 163102 130679 380663 96409 299719 164709 135010 28783 14021 12623 14762 80944 15151 8379 11904 46198 34270 32423 20602 3513 2858 4866 11821 34746 1398 6772 6715

Tree=10
num_cat=0
split_feature=48 47 8 8 1 7 7 23 13 48 48 21 16 22 23 29 7 45 9 13 26 7 33 9 1 16 43 8 12 13
split_gain=1699.65 635.914 243.224 306.003 220.133 210.351 348.224 134.34 128.558 119.569 116.36 61.1612 51.7861 51.4677 46.2066 43.1929 42.1146 34.0097 31.9753 30.5229 27.5926 27.2143 26.9825 23.1747 21.9443 19.8304 18.6271 15.7314 13.4065 12.9777
threshold=-0.72379013895988453 -1.256108224391937 -0.014864472672343252 0.056312030181288726 -0.0026376470923423763 0.0020101865520700817 0.040770240128040321 -0.0018641663482412694 0.0087414816953241842 0.42183295637369161 -1.8694132566452024 -0.18232702463865277 0.059037040919065482 0.62034103274345409 -0.0015040780999697743 -0.05486496910452842 0.24059391766786578 -0.076726187020540224 -0.031876457855105393 0.012075962498784067 -1.3745900392532346 -0.069568380713462816 -0.35563313961029047 0.268416777253151 -0.0097162341699004156 -0.02110129781067371 1.2180305719375613 -0.20750762522220609 -0.17440260946750638 -0.072828155010938631
left_child=1 4 15 7 13 21 8 17 -7 -9 14 -12 23 18 -6 19 -14 -4 -1 20 -2 29 -21 -5 28 -23 -8 -26 -17 -3
right_child=2 5 3 12 10 6 26 9 -10 -11 11 -13 16 -15 -16 24 -18 -19 -20 22 -22 25 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.010896790353787027 -0.0019637849663503874 0.014851203053486323 0.016572902085087202 0.0099917128037385981 -0.047669330095759861 -0.009499291125551158 0.0027342761167426402 -0.0058981973309525258 -0.020976007738953865 0.0017932896685974322 -0.030320799523821947 -0.0065254131185125798 0.0027486006084009749 0.009319709595690789 -0.021947084945390341 -0.045318097955001906 0.0092013145604324317 0.0024678280601709143 -0.018332500019617139 0.0020542957431946601 0.012818552090940826 -0.0033346095153560682 0.0093555755349608166 0.023572847884445261 0.0067012687363273401 0.0071168765374470125 0.019954592685946487 0.00053706796493362987 0.008539724308117275 0.0047375850644794659
leaf_weight=148.50289368629456 476.70587307214737 651.79847881197929 632.93486481904984 9626.1494931429625 2040.9783447980881 6872.1084527075291 4378.7695174366236 20535.269762441516 7189.8887256681919 11268.956875830889 2304.9654182195663 467.77593034505844 9907.8642354756594 365.84854380786419 286.73440130054951 16.700028195977211 5757.0237505286932 22207.267607420683 1453.295348405838 2499.4229975640774 9793.1427419930696 2659.4843956381083 6724.6475473195314 474.62060138583183 2402.9807794392109 866.48081275820732 238.44820438325405 3924.822325900197 4531.0425142943859 1526.4325382113457
leaf_count=612 1938 2649 2605 39213 9618 29041 18020 85274 30723 46425 10120 2006 40480 1535 1262 68 23446 91283 6250 10192 39751 10996 27449 1928 9771 3585 973 16020 18419 6226
internal_value=0.000122713 -0.0121869 0.00361753 0.00188976 -0.0280331 -0.00759346 -0.0106731 -0.000651837 -0.0153673 -0.00317293 -0.0346098 -0.0263064 0.00728003 -0.0109851 -0.0445008 0.00819222 0.00512005 0.0028587 -0.0156226 0.00988233 0.0121324 0.00249113 0.00737717 0.0106299 0.00516277 -0.000766231 0.00362359 0.00287792 0.00834195 0.00776391
internal_weight=142231 31451.5 110780 80410.1 7068.1 24383.4 18679.2 54644.4 14062 31804.2 5100.45 2772.74 25765.7 1967.65 2327.71 30369.5 15664.9 22840.2 1601.8 19493.9 10269.8 5704.2 9224.07 10100.8 10875.5 3525.97 4617.22 6327.8 4547.74 2178.23
internal_count=587878 133616 454262 330654 31403 102213 78757 225587 59764 131699 23006 12126 105067 8397 10880 123608 63926 93888 6862 79330 41689 23456 37641 41141 44278 14581 18993 25791 18487 8875

Tree=11
num_cat=0
split_feature=48 47 28 17 28 44 28 1 28 44 6 6 12 28 17 28 6 22 53 28 21 28 7 55 9 28 44 33 24 0
split_gain=1506.55 571.912 368.875 253.973 259.897 306.321 232.411 199.983 171.349 144.827 131.794 124.311 122.597 114.856 48.4002 47.9119 47.5311 45.6934 44.0934 38.4199 34.713 45.1588 32.1249 30.9713 28.4236 25.372 22.1767 18.7001 15.0982 14.1186
threshold=-0.72379013895988453 -1.256108224391937 -0.031506778672337525 -0.9409729242324828 0.044069897383451469 1.0000000180025095e-35 -0.0094470065087079984 -0.0026376470923423763 0.044069897383451469 3.7910240888595585 0.64674586057662975 6.0537413446581929e-05 -0.27248571813106531 0.00073300834628753375 -0.9409729242324828 0.074734065681695952 1.1509995460510256 0.62034103274345409 0.77570027112960827 -0.081908166408538804 3.1571753025054936 -0.91767302155494679 -0.13328737020492551 0.21397567540407184 -0.031876457855105393 -0.1656784117221832 3.7910240888595585 -0.046015290543436997 2.5276122093200688 -0.0020303160417824979
left_child=1 7 9 10 5 -5 19 17 12 25 22 13 -8 -9 -10 -13 -6 24 -12 27 23 -22 -4 -11 -1 28 -21 -3 -2 -27
right_child=2 6 3 4 16 -7 8 11 14 20 18 15 -14 -15 -16 -17 -18 -19 -20 26 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.010224177510476391 0.011062198417021493 0.0074932173247492569 0.022390935167030598 -0.00079105614567990211 0.0088541689992612041 0.028099229621462697 -0.026997550882900422 -0.013090963247412568 -0.041122711980179125 0.023499625155446839 -0.05651646344449382 -0.023577088330438777 -0.010868494988005137 -0.046026093591600682 0.0053700757167075043 0.025569409629986713 0.002503921408747006 0.0087431096943523471 -0.0034554182479147942 -0.00031157805116435104 0.069869968565836452 0.026365021489349615 -0.014399927669951696 0.010018825077672351 -0.017317861698197042 0.0063316794386788326 0.025457738122015971 0.022889824364687318 -0.0092194090071911743 0.028117136445277861
leaf_weight=148.76753576099873 7826.0025765448809 1063.4032124578953 97.443371444940567 59501.123332947493 17557.480602249503 1351.2252105623484 1933.5944757908583 450.60442793369293 83.309012517333031 1830.0708947479725 424.73385953903198 2040.8638407737017 13838.59960411489 2474.3190936744213 2486.2351571470499 73.999469727277756 5595.5787162035704 366.55470253527164 65.009398445487022 4418.2828994691372 111.67262899875641 372.10754066705704 693.63740366697311 922.93032708764076 1446.3554760217667 14232.635755836964 123.58731853961945 387.45832365751266 134.40570358932018 107.9048123806715
leaf_count=612 31626 4310 403 245353 71618 5524 8398 1912 356 7328 1866 8951 58547 11835 10257 308 22911 1535 287 18278 459 1499 2883 3713 6250 57811 502 1565 544 437
internal_value=0.000114501 -0.0115013 0.00339892 0.00150472 0.00190901 -0.000149548 -0.00715343 -0.0266129 -0.0105051 0.00972483 -0.0250117 -0.0329394 -0.0128458 -0.0409522 0.0038627 -0.0218574 0.00731946 -0.0103595 -0.049473 0.00310489 0.021585 0.0364074 -0.00986812 0.0189803 -0.0147492 0.00800343 0.000389622 0.0116049 0.0107198 0.0064956
internal_weight=142160 31335.9 110824 85286.2 84005.4 60852.3 24334.5 7001.46 18341.7 25537.7 1280.82 5039.79 15772.2 2924.92 2569.54 2114.86 23153.1 1961.68 489.743 5992.73 3236.78 483.78 791.081 2753 1595.12 22300.9 4541.87 1450.86 7960.41 14340.5
internal_count=587878 133616 454262 350845 345406 250877 102213 31403 77558 103417 5439 23006 66945 13747 10613 9259 94529 8397 2153 24655 12999 1958 3286 11041 6862 90418 18780 5875 32170 58248

Tree=12
num_cat=0
split_feature=48 28 28 17 48 0 6 38 44 6 34 8 6 7 28 14 8 21 28 55 21 6 7 14 24 21 19 0 15 8
split_gain=1340.98 535.771 394.535 322.585 268.42 266.971 331.464 182.498 181.142 126.125 97.6001 96.6482 85.183 75.4648 45.9865 37.0199 30.3853 27.9887 50.0389 35.6505 25.7699 21.8075 20.0407 20.0934 18.0238 16.8707 14.5228 9.84135 12.9191 7.49773
threshold=-1.4875389337539671 -0.014725709334015845 0.021683344617486004 -0.9409729242324828 -0.72379013895988453 -0.0015730941086076198 6.0529777329065844e-05 1.0000000180025095e-35 1.0000000180025095e-35 0.76573270559310924 1.5559740066528323 0.062427941709756858 0.81589552760124218 0.0020101865520700817 -0.1656784117221832 0.0074464594945311555 0.0080058947205543535 3.1571753025054936 -0.2991290539503097 -0.18830965459346768 -0.16911400109529492 6.0482174376375049e-05 -0.022537890821695324 -0.62155407667160023 2.5276122093200688 -0.19621699303388593 -0.021287714131176468 -0.016334249638020989 -0.15367372334003446 0.0021074865944683556
left_child=5 7 4 9 10 22 15 14 -6 -4 -3 13 -5 -8 24 20 -16 19 -19 -9 -7 -17 27 29 -2 -25 -13 28 -1 -24
right_child=1 2 3 12 8 6 11 17 -10 -11 -12 26 -14 -15 16 21 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.016670964347226747 0.010538342716349283 -0.0099809892999638706 -0.011566093588301652 0.0076838519607408734 -0.0020332937035818523 -0.037354314275107763 -0.0021831952315435337 0.023860885943320805 0.023973842119480924 -0.052445456598501763 -0.035313442782025271 0.033844614098516683 0.0015997722708236452 -0.024163398734733801 0.007597189053645469 -0.064575682106139551 0.0033220334440732147 0.052587391102772385 0.016379983735802031 0.011132945329218713 0.0071186797919914847 -0.047690719740184906 -0.033061233226018089 -0.01127101345914178 -0.010822286227037039 0.00013243178605183543 0.0044342588434170089 0.0028486489763418746 0.085883945753676139 0.044680050463848604
leaf_weight=69.910248160362244 8476.5045612752438 13203.971425399184 727.16215163469315 21231.96246932447 44362.277032896876 457.96327456831932 651.53187929093838 1780.3833935111761 985.55056414008141 433.78900092840195 571.20352609455585 75.335765153169632 13585.340888425708 4106.7154192626476 10204.032180100679 350.57205539941788 14474.973811268806 251.38995733857155 303.0616869777441 1427.385740712285 52.25766296684742 1283.5800873041153 5.110761120915412 1520.0796683728695 144.63303506374359 674.20233160257339 305.77864222228527 314.19069886207581 11.274420559406279 35.406710922718048
leaf_count=285 34219 56025 3059 86667 183314 2157 2751 7130 4033 1942 2493 313 55760 18279 41437 1804 59127 1035 1216 5737 239 6256 21 6432 586 2822 1262 1284 46 147
internal_value=0.00010678 0.00170327 -0.000681568 0.00427247 -0.00369626 -0.0211762 -0.0270929 0.00782271 -0.00146808 -0.0268407 -0.0110314 -0.0188251 0.00530991 -0.0211537 0.00640752 -0.046908 0.00508968 0.0203488 0.0327965 0.0181972 -0.0327993 -0.051313 -0.00479123 -0.00699416 0.01018 -0.00776726 0.0102479 0.00766052 0.0262828 0.034874
internal_weight=142078 132164 95101.3 35978.3 59123 9913.91 7283.73 37062.4 45347.8 1160.95 13775.2 5139.36 34817.3 4758.25 33300.1 2144.37 24679 3762.22 554.452 3207.77 510.221 1634.15 2630.17 2234.8 8621.14 2194.28 381.114 395.375 81.1847 40.5175
internal_count=587878 543780 393293 147428 245865 44098 33061 150487 187347 5001 58518 22605 142427 21030 135369 10456 100564 15118 2251 12867 2396 8060 11037 9422 34805 9254 1575 1615 331 168

Tree=13
num_cat=0
split_feature=18 28 6 28 6 6 28 44 1 28 28 6 6 22 28 23 21 28 7 13 28 21 9 34 14 8 6 16 25 24
split_gain=777.772 602.263 663.677 697.429 292.446 257.037 374.648 212.753 111.86 70.2071 68.8407 61.4724 48.7948 44.8205 31.9472 23.6076 20.0476 50.3662 19.806 19.5832 19.575 16.0821 13.4832 13.0446 11.6094 10.4676 10.237 8.6665 8.50537 7.63236
threshold=-0.020662431605160233 -0.0066494713537394992 6.0548378314706504e-05 0.002070527989417315 6.0541216953424744e-05 0.4528979361057282 0.035648154094815261 3.7910240888595585 -0.0026376470923423763 0.01327242609113455 -0.071594659239053712 6.0534348449436954e-05 -0.20246862620115277 -0.42382360994815821 -0.0029428219422698017 -0.0016591091989539561 3.1571753025054936 -0.2991290539503097 0.051835363730788238 -0.15660739690065381 -1.2758256793022154 -0.20222809165716168 -0.0026499847881495948 -1.3768988251686094 0.0014321245253086092 -0.047564011067152016 -2.9792442321777339 0.013681263197213413 0.038751166313886649 -0.48466950654983515
left_child=8 7 3 13 -5 9 -7 10 21 -4 19 14 -12 -3 27 -16 20 -18 22 -2 -9 24 -13 -23 25 -1 -26 -10 -25 -20
right_child=1 2 5 4 -6 6 -8 16 11 -11 12 18 -14 -15 15 -17 17 -19 29 -21 -22 23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.064683868957885832 0.01106965171090786 -0.0021817459674321315 0.0019408461813759934 -0.030974592765463826 -0.012532764900136509 -0.0093115866825215689 0.0031167865184431056 0.0042042445376526249 -0.025308120751304636 0.0077493741030870327 0.0018382532549122122 -0.012613397055752658 0.008399481470818428 0.0070911540787305391 -0.048768531236658211 0.0027853853040217457 0.050085473794020792 0.013930436714532216 -0.057551492285037462 0.0066239148543169807 0.019130666598755713 -0.039482435521417301 -0.031179293418156492 0.034730406658585934 0.047816801990494026 0.016279014253957662 -0.018970273752052121 0.017991266880223025 0.0016338284623128815 0.016645870646239559
leaf_weight=6.288639783859252 5114.2229146957397 10911.912346243858 13581.659441202879 5342.7065931856632 7359.9172020256519 15667.579305037856 19724.017145246267 351.56441943347454 35.224958971142769 16705.273986399174 21647.992164850235 176.39974667131901 5028.1856964826584 2266.2109238058329 1235.5474667847157 32.826111629605293 247.60079906880856 315.39839892089367 5.5370376408100119 11790.030258476734 3152.9275676012039 15.386212348937987 698.16526207327843 60.434607684612274 8.4899787306785566 66.969834074378014 307.85622245073318 31.542668908834457 52.00904206931591 50.606771022081375
leaf_count=26 20666 45227 56122 23760 31184 65552 80893 1409 149 68358 88873 792 20525 9389 6407 155 1029 1266 23 47698 12655 64 3169 252 37 280 1353 134 217 214
internal_value=9.9523e-05 0.000727431 -0.00211955 -0.0102572 -0.0202894 0.00108713 -0.00238516 0.00619813 -0.0313056 0.00514464 0.00497327 -0.0370536 0.00307498 -0.000587107 -0.0453049 -0.0474343 0.0193216 0.029831 -0.0252169 0.00796893 0.0176333 -0.00613472 -0.0274346 0.0123321 -0.0121937 0.00932901 -0.0171779 -0.00485243 0.0194221 0.00932835
internal_weight=141990 139207 91559.3 25880.7 12702.6 65678.5 35391.6 47647.9 2783.28 30286.9 43580.4 2265.85 26676.2 13178.1 1335.14 1268.37 4067.49 562.999 930.709 16904.3 3504.49 517.435 874.565 127.83 389.605 73.2585 316.346 66.7676 112.444 56.1438
internal_count=587878 574606 380485 109560 54944 270925 146445 194121 13272 124480 177762 11043 109398 54616 6845 6562 16359 2295 4198 68364 14064 2229 3961 533 1696 306 1390 283 469 237

Tree=14
num_cat=0
split_feature=48 28 28 17 48 1 47 7 7 37 6 37 6 48 28 8 8 7 31 14 7 29 17 20 19 51 28 8 15 22
split_gain=1095.19 419.148 313.365 288.313 234.658 227.773 155.801 130.988 134.52 126.287 114.061 94.5264 69.8568 64.7096 40.619 27.6723 25.2482 24.99 24.7673 23.6665 24.034 20.8308 16.2028 13.8363 12.8876 15.782 12.51 11.8866 10.9701 8.48386
threshold=-1.4875389337539671 -0.014725709334015845 0.021683344617486004 -0.9409729242324828 1.0000000180025095e-35 -0.0026376470923423763 -1.256108224391937 0.061627229675650604 0.014900057110935451 0.36435024440288549 0.76573270559310924 1.0000000180025095e-35 0.81589552760124218 -2.2512876987457271 -0.16511735320091245 0.0080058947205543535 -0.08085808157920836 1.0000000180025095e-35 0.74885582923889171 -0.69685912132263172 0.042344035580754287 -0.21102562546730039 -0.9409729242324828 -0.024796946905553337 -0.021598240360617634 0.8782041370868684 -0.23239897191524503 -0.0032900978112593289 -0.27622258663177485 -0.076105076819658266
left_child=5 9 4 10 6 16 -3 8 17 14 -4 -6 -5 -10 22 -16 23 -7 21 27 -21 -11 -2 -1 29 -26 -20 -18 -25 -9
right_child=1 2 3 12 11 7 -8 24 13 18 -12 -13 -14 -15 15 -17 19 -19 26 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.015938189360451327 0.052058072721583915 -0.017874561780859402 -0.011230229307010396 0.0069494738874340128 0.00048253563460134378 0.00051676361884897526 -0.005103986720128747 0.050781574205428878 -0.044044283980128544 0.01159776046703859 -0.050319358655378933 0.024933783925949925 0.0014421175438669976 -0.028467224395976667 0.0069335286749074698 0.0028022542707622491 -0.024957877893302071 -0.017290362121170005 0.039464488740488586 -0.010709136893483538 0.0074444557227875859 0.021979160714619018 0.0089770129504570598 0.0032001869858177385 0.00044100005195971722 0.064312452404539866 0.020669787479493943 0.045923353405770681 0.033085199096148106 0.0041562861786152271
leaf_weight=49.488428935408592 31.531430095434189 3893.581505253911 726.18493121862411 21265.699369505048 25074.380031749606 460.78661720454693 29467.399769455194 38.366579934954643 1351.4402260184288 1715.561190456152 426.61324633657932 582.40549546480179 13589.965636953712 3315.1452240049839 9936.4328540861607 14147.253295317292 10.694490522146223 738.29429213702679 257.28846435248852 2968.6063783913851 288.01737324893475 1170.6124078631401 9592.8556746542454 79.140570908784866 296.03055706620216 14.614314615726469 252.72786277532578 41.835726797580719 100.20976184308529 22.166132614016533
leaf_count=202 131 16832 3059 86667 103275 1942 123390 159 6795 6886 1942 2368 55760 15333 40297 57740 44 3298 1049 12853 1197 4705 38666 322 1219 60 1013 175 408 91
internal_value=9.27277e-05 0.0015264 -0.000585257 0.00382581 -0.00327658 -0.0192868 -0.00659445 -0.0261851 -0.0283725 0.00693448 -0.0256958 0.00103758 0.0048022 -0.0329783 0.00582339 0.00450673 -0.0071263 -0.0104474 0.0179623 -0.00845919 -0.00910362 0.0158084 0.00911816 0.0121482 0.0083811 0.00344584 0.0301512 0.0314928 0.0198981 0.0337081
internal_weight=141905 132130 95026.2 36008.5 59017.8 9774.84 33361 6236.84 5865.67 37104.3 1152.8 25656.8 34855.7 4666.59 33708.1 24083.7 3537.99 1199.08 3396.19 3309.15 3256.62 2886.17 9624.39 228.839 371.178 310.645 510.016 52.5302 179.35 60.5327
internal_count=587878 543780 393293 147428 245865 44098 140222 28897 27368 150487 5001 105643 142427 22128 136834 98037 15201 5240 13653 14269 14050 11591 38797 932 1529 1279 2062 219 730 250

Tree=15
num_cat=0
split_feature=48 28 28 17 0 6 48 44 8 6 38 0 8 7 23 8 13 21 28 6 28 3 14 45 23 23 45 7 25 28
split_gain=997.362 359.395 306.957 268.361 187.892 242.995 181.585 140.8 118.564 107.404 90.3023 69.2423 65.6504 60.0856 53.8053 39.9148 39.6973 32.9703 42.9078 24.8093 19.8546 18.3849 14.753 12.3584 12.0754 11.5833 9.61963 8.8715 8.25306 7.81383
threshold=-1.4875389337539671 -0.0094470065087079984 0.021683344617486004 -0.9409729242324828 -0.0015730941086076198 6.0526574088726199e-05 -0.34191577136516565 3.7910240888595585 -0.017597317695617672 0.87107390165328991 1.0000000180025095e-35 0.0027706997934728865 0.067799687385559096 1.0000000180025095e-35 -0.0016591091989539561 0.0074744769372046002 -0.32953470945358271 3.1571753025054936 -0.79964974522590626 6.0482174376375049e-05 -1.2758256793022154 -0.004409077111631631 0.13886170834302905 -0.17180078476667401 -0.0023518715752288695 -0.0025928356917574997 -0.066582679748535142 -0.013134427368640898 -0.029638908803462979 -0.098372090607881532
left_child=4 7 6 9 21 14 8 15 -3 -4 -8 -5 13 -7 19 23 -17 20 -19 -6 -9 26 24 -2 -23 -14 27 -1 -24 -28
right_child=1 2 3 11 5 12 10 17 -10 -11 -12 -13 25 -15 -16 16 -18 18 -20 -21 -22 22 28 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.030832251657156442 0.029927093029509536 0.0049097078665888893 -0.012875413922780056 0.0075849627922562274 -0.059716357558657375 -0.0014668754981711494 -0.0015547185982848551 0.00065140072338612184 -0.0099172376179454836 -0.052341063389852269 0.021391097266079399 0.0020728804140022474 -0.039255018746031309 -0.021650553218770283 0.01388016201069482 0.0097956885431690587 0.002074628627169691 0.0602025251887435 0.020665814438412672 -0.041539700893199069 0.01559837056468508 -0.016386338154374378 -0.00700666077074688 0.0066682374813676953 0.0011433566556997184 0.010503611310361437 0.013304099130900348 0.050200693108638804 0.029809660789472749 -0.0028475959071312318
leaf_weight=6.1639752984046963 82.652640074491501 2169.8916893303394 792.25220808386803 13245.12117575109 337.82836583256721 604.45827001333237 30262.753496065736 355.97883576154709 18451.66770671308 361.53227309882641 630.29889723658562 21557.550052091479 17.760841310024261 4367.5508108884096 57.434084475040436 2704.2234364449978 21116.453287690878 128.55874210596085 427.16401071846485 1352.9156244546175 3159.5100253522396 805.57728204131126 41.685402989387512 16511.974535062909 171.6023805886507 325.60122041404247 116.55656440556049 23.058785483241081 46.228624492883682 1439.8070152401924
leaf_count=25 334 8917 3369 53984 1866 2550 124879 1426 78721 1676 2566 88138 73 19937 269 11011 86263 549 1734 6916 12668 3429 177 66890 725 1339 472 95 195 6048
internal_value=-0.000160349 0.00120556 -0.0010275 0.00322686 -0.0187148 -0.0238266 -0.00399699 0.00559631 -0.00835708 -0.0252418 -0.00108656 0.00417066 -0.0174445 -0.0191968 -0.0432315 0.00452497 0.00295116 0.0162316 0.0298121 -0.0451716 0.0140848 -0.00509306 -0.0111899 0.00678408 -0.013308 0.00792978 -0.000997606 0.0331084 0.0123528 -0.00163799
internal_weight=141672 131958 87471.1 35956.5 9714.23 7063.55 51514.6 44486.5 20621.6 1153.78 30893.1 34802.7 5315.37 4972.01 1748.18 40415.3 23820.7 4071.21 555.723 1690.74 3515.49 2650.68 1065.09 16594.6 977.18 343.362 1585.59 29.2228 87.914 1556.36
internal_count=587241 543125 362250 147167 44116 32950 215083 180875 87638 5045 127445 142122 23899 22487 9051 164498 97274 16377 2283 8782 14094 11166 4526 67224 4154 1412 6640 120 372 6520

Tree=16
num_cat=0
split_feature=48 28 28 17 8 8 1 44 1 34 8 8 0 13 8 49 21 55 28 21 29 0 23 1 55 0 28 1 52 17
split_gain=888.246 317.449 275.843 246.725 183.603 206.628 174.963 124.589 109.79 65.2353 57.3841 50.7013 48.7562 35.4004 38.6627 32.1185 29.5761 47.2159 39.6235 25.888 23.546 22.1911 22.1726 19.8588 14.8158 14.2599 12.3938 10.8398 10.8108 8.94909
threshold=-1.4875389337539671 -0.0094470065087079984 0.044069897383451469 -0.9409729242324828 -0.017597317695617672 0.057788373902440078 -0.0026376470923423763 3.7910240888595585 -0.0022675037616863842 1.5559740066528323 0.067799687385559096 0.00073723815148696314 0.00024221432977356019 -0.32953470945358271 0.0074744769372046002 1.0000000180025095e-35 3.1571753025054936 0.092965848743915572 -0.91767302155494679 -0.15950337052345273 -0.076025482267141328 -0.0027339300140738483 -0.0013715280219912527 -0.0028148612473160024 1.4406796693801882 -0.0035486744018271561 -0.098372090607881532 -0.0033751516602933402 1.0002536177635195 0.68911403417587291
left_child=6 7 4 12 20 -6 21 13 9 19 11 -10 -4 24 -15 -5 17 -9 -18 -8 -3 25 23 -23 -2 26 -1 -27 -11 -24
right_child=1 2 3 15 5 -7 8 16 10 28 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 22 29 -25 -26 27 -28 -29 -30 -31
leaf_value=0.013456581363562543 0.0077018850790372762 0.0069390096831888183 -0.0059362840944309795 0.0089269441364583802 -0.0063847799056551829 0.003787257295521282 -0.03013892205504486 0.018526626828964346 0.0022184009923014885 -0.065889254334266928 0.0095437883642705695 -0.021708530526054926 -0.034647009147158001 0.0059950814098630699 0.0019495732561195089 0.0040409201844242527 0.059968400829298926 0.0040989200006705355 0.020053995121046959 -0.01159401732692656 0.0011437982532657783 -0.015994085827324766 -0.0034350521797457101 0.041115110004057501 0.017448029796036556 0.022663106436727653 -0.0054467303320375896 -0.028360748799208343 -0.046065974155332215 0.020579580898923797
leaf_weight=137.63874197006226 4434.5668243318796 5329.8304459601641 313.56020671129227 6507.6995411515236 42220.161834061146 8664.4680626690388 2217.9240439981222 2227.0040733963251 368.35111846029758 131.01251848042011 290.73552604019642 2371.0696122348309 663.51860696077347 14236.51633028686 21122.512895315886 18937.783247858286 112.36009021103382 1289.3365505486727 440.76532562077045 308.70697671175003 4794.3104957491159 1439.2251269221306 400.05156935751438 22.259124159812927 642.92596028745174 122.05433666706085 1345.0810725241899 17.08760467171669 405.82848893105984 64.930652245879173
leaf_count=557 17983 21764 1321 26463 177403 35521 10864 8923 1546 742 1192 10796 3015 57648 86263 77166 489 5171 1794 1424 19597 6447 1718 101 2604 511 5646 72 2219 281
internal_value=-0.000151575 0.00113317 -0.000966642 0.00415439 -0.00318453 -0.00465272 -0.0177316 0.00525822 -0.0238992 -0.031909 -0.0158014 -0.0184912 -0.0254333 0.00425114 0.00357841 0.00529052 0.0152651 0.0132364 0.0281621 -0.0278731 0.00419467 -0.00713984 -0.0114935 -0.0151243 0.00893597 -0.0019685 -0.00369196 0.016397 -0.0509037 -8.16212e-05
internal_weight=141579 131937 87431.3 26422.6 61008.8 50884.6 9641.96 44506 6093.63 3063.47 3030.16 2739.42 977.079 40436.5 35359 25445.5 4069.47 3516.34 553.125 2526.63 10124.1 3548.33 1926.47 1461.48 5077.49 1621.86 1482.72 139.142 536.841 464.982
internal_count=587241 543125 362250 107965 254285 212924 44116 180875 28783 15249 13534 12342 4336 164498 143911 103629 16377 14094 2283 12288 41361 15333 8547 6548 20587 6786 6203 583 2961 1999

Tree=17
num_cat=0
split_feature=48 28 6 0 17 6 1 28 44 12 6 8 8 29 8 8 28 7 55 17 0 6 35 23 7 11 0 28 3 55
split_gain=790.727 284.189 355.21 336.405 195.792 187.909 158.08 139.608 121.244 118.291 73.4772 58.5097 65.821 41.8253 39.583 41.619 28.4614 24.5001 22.4827 29.0238 19.7454 28.0817 17.894 16.6792 13.4367 12.6548 12.5704 10.9494 10.9148 10.1894
threshold=-1.4875389337539671 -0.0035241957521066065 6.0548378314706504e-05 -0.0015730941086076198 -0.8667066991329192 6.054261029930786e-05 -0.0026376470923423763 0.046856014057993896 3.7910240888595585 -0.26547804474830622 0.64674586057662975 0.067799687385559096 0.00073723815148696314 0.25087419152259832 0.0021074865944683556 0.04795315861701966 -0.0035241957521066065 0.018801802769303325 -0.43162561953067774 -0.9409729242324828 -0.0027339300140738483 6.0544911320903345e-05 1.2598522901535036 -0.0020518287783488627 -0.33078874647617335 -1.8571795821189878 -0.0035486744018271561 -0.098372090607881532 0.0060167056508362302 0.83712911605834972
left_child=6 8 3 13 10 -5 20 -6 14 16 -4 12 -11 -3 25 -16 23 -18 28 -20 26 22 -22 -8 -23 -2 27 -1 -10 -13
right_child=1 2 4 5 7 -7 9 -9 18 11 -12 29 -14 -15 15 -17 17 -19 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012631926890556214 0.013972633686605456 -0.0022288087330954972 -0.0083449884059202169 -0.025542689632928935 -0.00075902421524725184 -0.0088899642350991782 -0.016799659006349461 0.0050604735763161799 0.02012304917132782 0.0014715897652162564 -0.033363821499044065 0.013066990923779557 -0.022228676699681458 0.0072058221077365321 0.00039037064184926679 0.0049816050711031798 -0.019455274381948013 -0.041167547612089607 0.022393993991183296 0.0069510137787252629 -0.019322936057789279 0.042665924815651131 0.0080866530384781608 0.046524667559748094 -0.0036484456029079559 0.0057169940719772241 0.015360759730075316 -0.0051260837547270222 -0.032807116386938839 -0.013266183135484189
leaf_weight=137.82092027366161 697.22580939531326 6488.3812756985426 1008.8983016163111 4193.6794771701097 36495.21507152915 5831.3391984403133 82.771627321839333 25010.350266233087 1722.5838268250227 478.58409428596497 727.18309171497822 247.49173244833946 3558.7325827926397 2288.1026921868324 16233.329551964998 12643.989172711968 216.84756065905094 1363.5734271109104 579.18204420804977 1798.8841690272093 1020.0367551296949 23.22005558013916 93.613431587815285 18.281128868460655 782.55051307380199 16183.768253907561 139.58625794947147 1343.5152273178101 14.140464901924132 67.278382569551468
leaf_count=557 2812 26937 4228 18463 151194 24733 363 101783 6913 2026 3319 1016 16859 9470 66788 51318 1038 7126 2390 7212 4665 95 420 79 3367 65508 583 5646 57 276
internal_value=-0.000143188 0.00106517 -0.00110612 -0.00834678 0.0010465 -0.0158562 -0.0167929 0.00160739 0.00463703 -0.0226987 -0.0188245 -0.0174767 -0.0194192 0.000230878 0.0037499 0.00240065 -0.0362145 -0.0381884 0.0145023 0.0107122 -0.00672798 -0.0108457 -0.0170189 -0.00534386 -0.00231379 0.00605797 -0.00185196 -0.00347391 0.0196921 0.00743859
internal_weight=141490 131916 82043.1 18801.5 63241.6 10025 9573.9 61505.6 49873.1 6033.56 1736.08 4352.09 4037.32 8776.48 45758.3 28877.3 1681.47 1580.42 4114.79 2378.07 3540.34 1919.42 1113.65 101.053 805.771 16881 1620.92 1481.34 1736.72 314.77
internal_count=587241 543125 340127 79603 260524 43196 44116 252977 202998 28783 7547 20177 18885 36407 186426 118106 8606 8164 16572 9602 15333 8547 5085 442 3462 68320 6786 6203 6970 1292

Tree=18
num_cat=0
split_feature=48 47 9 9 9 9 0 17 1 0 48 21 50 7 13 17 50 0 9 24 9 7 23 13 47 20 1 51 32 13
split_gain=705.873 316.861 146.414 157.896 138.298 197.357 142.916 110.208 110.072 82.3433 64.1677 56.1562 35.9309 35.0545 32.9474 28.2739 24.4096 24.8209 23.0944 20.1746 20.1363 18.5695 17.8594 16.5798 16.1881 21.4124 16.7413 15.2283 14.408 13.3364
threshold=-0.72379013895988453 -1.256108224391937 0.019179280847311023 -0.011607731226831673 -0.043812487274408334 0.042827455326914794 -0.0015730941086076198 -0.9409729242324828 -0.0026376470923423763 -0.0015730941086076198 -2.2512876987457271 1.6111459732055666 -0.14241953194141385 0.033625729382038123 0.031736746430397041 -0.48421250283718104 -0.026841729879379269 -0.0027339300140738483 0.1833792328834534 -2.252296924591064 0.056463154032826431 -0.30352655053138727 -0.0033283103257417674 -1.3210638761520384 1.0000000180025095e-35 -0.022630672901868817 -0.060730170458555215 -0.23936114460229871 0.0025841339956969027 0.02712531574070454
left_child=1 8 3 23 15 6 11 -8 16 -5 13 -6 -12 -10 19 27 17 -1 -16 -7 22 -18 -4 -3 25 -17 -26 28 -2 -29
right_child=4 2 20 9 5 14 7 -9 10 -11 12 -13 -14 -15 18 24 21 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0015776773590029278 0.0056641168304202441 0.028270773823638105 0.0080263747059463094 -0.0044227514028739008 0.0018983600725361244 -0.014337296307354053 -0.032006636584250993 -0.0032977565211837027 -0.039619184552140925 -0.01375145434318883 -0.026519954320754859 0.021906029685998689 -0.014399473246020285 0.005547642977380641 0.0016444368835703015 0.0095782282735335685 0.032693880938046392 -0.023509934987448682 0.0061891093196164721 0.0079532974103403049 0.0094496783728244948 -0.0041292502700612981 -0.0024373575681359283 0.0016387322837586767 0.017722369606404852 0.0027746553661472757 0.0082193484406730168 0.0033207224383728596 0.020363035395345126 -0.0029613679442582262
leaf_weight=196.20854441821575 1312.6608061939478 85.653408482670784 915.31128363311291 5369.1446244120598 24545.712428614497 148.18866911530495 488.80735044181347 31659.818838357925 1090.307418346405 9317.8605580031872 1855.9027574658394 515.62755791842937 1675.3385618180037 65.580366358160973 10311.88573294878 2578.2457949221134 51.4874117821455 513.59901821613312 6602.8430556207895 10740.684991285205 1917.2241075187922 1161.3597929924726 1638.190060287714 4805.8944982290268 718.92492255568504 4703.0331712961197 9307.1578275859356 5225.4245069026947 293.80002398788929 1585.7495733499527
leaf_count=830 5334 353 3773 22544 100464 600 2185 131227 5964 40942 8940 2108 7746 316 42132 10465 209 2316 26809 43596 7824 5050 6858 19911 2912 19123 37713 21305 1193 6499
internal_value=-0.000135397 -0.00819221 -0.00499443 -0.00723156 0.00209521 0.000928825 -0.00108652 -0.00373426 -0.0198271 -0.0103412 -0.0247861 0.00231001 -0.0207696 -0.0370566 0.00507568 0.00594978 -0.00773792 -0.0165751 0.0034185 0.00764994 0.00480256 -0.00256605 0.0013134 0.00210507 0.007337 0.00518375 0.00890077 0.00309754 0.00835235 0.00185815
internal_weight=141398 30659.1 24049.3 19578.6 110739 85013.6 57210 32148.6 6609.78 14687 4687.13 25061.3 3531.24 1155.89 27803.6 25725 1922.65 709.808 16914.7 10888.9 4470.73 1212.85 2553.5 4891.55 17307.4 7281.28 10026.1 8417.63 1606.46 6811.17
internal_count=587241 133576 102205 83750 453665 349121 235984 133412 31371 63486 22966 102572 16686 6280 113137 104544 8405 3146 68941 44196 18455 5259 10631 20264 70213 29588 40625 34331 6527 27804

Tree=19
num_cat=0
split_feature=48 8 8 0 6 0 6 51 16 8 23 12 6 1 6 6 6 21 16 24 33 55 11 14 23 4 8 5 26 55
split_gain=638.565 222.175 335.141 199.038 380.619 134.077 203.182 84.2444 55.4097 64.6579 49.3816 48.3276 45.9672 33.1532 26.7812 23.605 23.5716 35.245 25.2198 23.3893 21.0749 18.9731 11.6954 11.6057 10.8916 20.0009 19.1194 7.31859 7.01849 7.51214
threshold=-1.4875389337539671 -0.00074389882502146054 0.039893422275781638 -0.0015730941086076198 6.0543263316503733e-05 -0.0015730941086076198 6.0526574088726199e-05 0.42536069452762609 0.059037040919065482 0.089107710868120207 -0.0016591091989539561 -0.27747583389282221 6.0544911320903345e-05 0.00057147431652992975 1.0673215985298159 6.0482174376375049e-05 1.2149489521980288 1.6111459732055666 -0.05880076810717582 -1.3225147724151609 -0.29524216055870051 0.79035103321075451 -1.183706998825073 -0.62155407667160023 -0.0023518715752288695 -0.013152633327990769 -0.020395196042954918 -0.64217513799667347 -1.1593387722969053 0.85843178629875194
left_child=5 13 3 7 -5 23 10 -3 20 -10 15 14 -13 16 -8 -7 18 -18 -2 22 -4 -21 -15 28 26 -26 -25 -12 -1 -30
right_child=1 2 8 4 -6 6 11 -9 9 -11 27 12 -14 19 -16 -17 17 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.045228141471169082 0.004347364718094231 -0.00065664929795848073 0.0039505206984482601 -0.023426333182827653 -0.004232449296499183 -0.054946070920156631 -0.020176422456163912 0.011904218440407456 -0.0027095724716643677 0.004097845460582691 0.060450230526238352 -0.018906416009541835 -0.0065033486730772961 0.027409207073355302 -0.044926589892140212 -0.036425197728090414 0.00017819846730980543 -0.044684051494100582 0.0079869785749924552 0.0015705109201252182 0.0082556580011622447 0.0072297890681149377 -0.005464543362409059 0.0071091305942636972 -0.014967784161273753 0.01337580544565432 -0.0084281175411719169 0.0063524757799339297 0.050512720980616224 0.0040710034435613319
leaf_weight=4.8941994458436957 14342.581110388041 19391.643946602941 7838.5376363098621 4328.5987897366285 26425.589306518435 307.63157756626606 478.20689241588116 2133.7357501834631 7990.7531064450741 13524.213011816144 11.253911852836607 1801.4596023857594 2670.0916332751513 39.934919416904449 234.60303474962711 1272.3315036296844 1291.7204355597496 66.277930930256844 13126.5598539114 8337.0176985561848 8567.8482101857662 2865.712624669075 1595.9989288300276 338.07360590994358 129.96258309483528 288.78660780191422 1820.3323608487844 45.004320278763771 28.389763444662094 22.456924334168434
leaf_count=20 58197 80000 32027 19245 110774 1866 2355 8772 32883 54973 52 8660 11758 162 1126 6916 5272 322 53395 33998 34905 11696 6504 1381 542 1224 7791 217 116 92
internal_value=-0.000127911 0.000951981 -0.000721867 -0.0038367 -0.00693396 -0.0151913 -0.0196309 0.000588466 0.00357234 0.00156954 -0.0380645 -0.0138131 -0.0115002 0.00457564 -0.0283223 -0.0400314 0.00570513 -0.00201133 0.00608661 0.00203955 0.00619878 0.00301818 -0.00466206 -0.0036906 -0.00427645 0.00457912 -0.0059945 0.0171742 0.0233959 0.0300013
internal_weight=141320 131867 90200.9 52279.6 30754.2 9453.48 6820.58 21525.4 37921.4 21515 1636.22 5184.36 4471.55 41665.8 712.81 1579.96 28827.1 1358 27469.1 12838.7 16406.4 11202.7 1635.93 2632.9 2577.16 418.749 2158.41 56.2582 55.7409 50.8467
internal_count=587241 543125 373579 218791 130019 44116 32950 88772 154788 87856 9051 23899 20418 169546 3481 8782 117186 5594 111592 52360 66932 45694 6666 11166 10938 1766 9172 269 228 208

Tree=20
num_cat=0
split_feature=48 47 28 17 28 9 9 44 1 38 21 48 23 28 21 9 9 7 7 9 55 21 7 1 45 17 24 9 26 23
split_gain=561.183 270.688 131.044 120.464 140.627 114.144 144.808 110.395 103.469 102.346 89.5109 65.2593 55.5243 51.8655 39.807 28.6239 26.7651 24.9972 21.9692 21.7881 19.4018 25.6833 18.7284 17.4101 15.1939 13.6488 15.1064 11.4612 11.1121 9.61026
threshold=-0.72379013895988453 -1.256108224391937 -0.0094470065087079984 -0.8667066991329192 0.01327242609113455 0.019179280847311023 -0.0046120614279061547 3.7910240888595585 -0.0026376470923423763 1.0000000180025095e-35 -0.19430315494537351 -2.2512876987457271 0.0019811313832178716 0.32092316448688513 -0.18309804052114484 -0.030657990835607048 0.033047888427972801 -0.27966761589050287 0.032241487875580795 0.25073963403701788 -0.43162561953067774 3.1571753025054936 0.035175446420907981 0.010535633191466333 -0.066582679748535142 -0.59061738848686207 1.3188351988792422 0.04428174905478955 0.90516361594200145 -0.0032756661530584093
left_child=1 8 9 13 7 6 15 -5 17 23 -8 18 -6 16 -13 -3 -4 -1 -10 -15 28 -22 -19 24 -2 26 -7 -25 -11 -27
right_child=2 5 3 4 12 25 10 -9 11 20 -12 14 -14 19 -16 -17 -18 22 -20 -21 21 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=0.032979055150810899 0.011266459940474486 0.0053697334078574828 -0.014500254032952121 -0.0024811864448544218 0.0057649170908048762 0.0018744831127348138 -0.013332038488773649 0.028955224931342827 -0.037840022708264962 0.021737903838205362 -0.0018642370600542059 -0.021844399973574992 0.0011213269258911495 -0.0414508424062748 -0.0045880284592993877 -0.002469386843476154 0.0047721107556045039 -0.0097816093760072793 -0.0029087128931607658 0.0013293684753117436 0.0070681386087860587 0.023132459472501969 0.0090544105000801289 -0.0075694431401394152 0.0038051355762639526 0.010051861087853818 -0.016690891723652072 0.0020503907182854758 0.009244805785164123 0.0035999573806899058
leaf_weight=56.332636579871178 1012.8961547464132 2711.3301850110292 1083.4908268749714 32123.630617454648 17559.996209964156 720.44311083853245 9033.6920932531357 407.24637074768543 1043.6249927729368 1261.4020531773567 3362.2774270474911 2889.4074397236109 19635.690266638994 306.74132534861565 577.41154371201992 4395.02653875947 341.08385790884495 1635.5555875152349 69.109002843499184 49.819235786795616 1701.269254013896 453.86942145228386 215.01284408569336 766.91663275659084 32755.714861139655 1322.8618298023939 202.02726201713085 1065.0216718167067 321.66381984949112 2235.8132701963186
leaf_count=228 4092 11110 4657 133352 71649 2981 39590 1659 5936 5067 14413 14012 80166 1429 2621 18635 1453 7246 343 220 6816 1895 914 3120 132862 5405 846 4313 1291 9256
internal_value=-5.21773e-05 -0.00726379 0.00193018 0.000400034 0.000793631 -0.00432277 -0.00630691 -0.00208764 -0.0181381 0.00471159 -0.0102215 -0.0230281 0.00331355 -0.0150082 -0.0189703 0.000521519 -0.0098859 -0.00639454 -0.0356705 -0.0354735 0.014156 0.0104513 -0.0075931 0.00371989 0.00402894 0.0043124 -0.00219146 -0.00197682 0.0191994 0.00599832
internal_weight=141316 30469.9 110846 71507.7 69726.6 23983.5 19502.3 32530.9 6486.45 39338.8 12396 4579.55 37195.7 1781.14 3466.82 7106.36 1424.57 1906.9 1112.73 356.561 3738.2 2155.14 1850.57 35600.5 33768.6 4481.15 922.47 1831.94 1583.07 3558.68
internal_count=587577 133536 454041 294585 286826 102236 83748 135011 31300 159456 54003 22912 151815 7759 16633 29745 6110 8388 6279 1649 15069 8711 8160 144387 136954 18488 3827 7433 6358 14661

Tree=21
num_cat=0
split_feature=48 18 7 7 7 7 0 0 17 22 21 20 34 16 7 17 0 8 17 16 13 7 7 46 7 46 17 16 20 45
split_gain=497.156 253.065 126.796 193.362 105.586 151.439 84.7711 84.6265 96.9352 82.0132 46.4756 44.3805 44.1014 37.6825 27.4679 22.4697 27.4978 22.343 22.2409 20.6545 17.7882 17.2465 15.2114 13.7012 13.1364 11.4089 14.3976 11.0017 10.545 8.81952
threshold=-0.72379013895988453 -0.020144676789641377 0.00065479933982715021 0.046553775668144233 -0.0007832700794097035 0.063237678259611144 -0.0015730941086076198 -0.0015730941086076198 -0.9409729242324828 -0.469027429819107 1.2277988195419314 -0.022630672901868817 1.5559740066528323 0.059037040919065482 0.0026902775280177598 -0.89923131465911854 -0.0040104540530592194 0.032240770757198341 0.018695887178182605 0.061863610520958907 -0.44290903210639948 -0.053428636863827698 -0.069568380713462816 0.0047587465960532436 0.24059391766786578 -0.0043661890085786572 -0.28951545059680933 -0.026100930757820603 -0.027723653241991993 -0.0044845328666269771
left_child=1 6 20 9 11 7 25 10 -9 -4 -6 15 14 28 -8 16 -2 -14 21 -5 -3 -13 -22 -17 -15 26 -1 -20 -7 -27
right_child=4 2 3 19 5 13 12 8 -10 -11 -12 18 17 24 -16 23 -18 -19 27 -21 22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0033491148430075191 0.023629808826668555 0.017802335608073816 -0.012290525022737133 0.010790628239863818 0.0010138483127431009 0.004671894821583116 0.004999844308743194 -0.032660917252752851 -0.0030997414080279951 -0.0023438068046206621 0.018842334348551214 0.003153472832432609 -0.046513325022739346 0.0014298341235232329 -0.024635812075860464 0.0082882801313289602 -0.010182966708457291 -0.0077962896626986439 0.0047248187665381936 0.0016223774400380608 0.0059286008068209521 -0.00084093803989794763 -0.00041300122651355111 0.0018429692429602451 0.0050115628264985265 0.063977501009313029 -0.037366518129207341 0.011575840808590785 0.0093610732007518207 0.0018012155501403876
leaf_weight=60.999112084507942 105.02086566388607 270.96460863947868 12945.571194335818 1259.7089405506849 21094.233117997646 2553.1960599273443 118.938904479146 405.11008177697659 28027.960323497653 3878.1802426278591 539.85043188929558 10295.75858668983 478.9019527733326 9904.0731268972158 2109.1382465660572 11849.492246523499 493.20795369148254 60.429371938109398 5819.1436863094568 2970.6544976830482 2237.3953205794096 6255.6804099977016 3478.958980768919 1319.5520446002483 5871.8556804805994 8.3680462837219221 64.143600597977638 986.9356867223978 5331.7371045351028 443.03640180826187
leaf_count=259 445 1109 57704 5167 86477 10375 521 1823 116634 16719 2206 41672 2872 40338 10857 47999 2174 305 23583 12249 9092 25561 14467 5349 23790 35 270 4006 21609 1910
internal_value=-4.95665e-05 -0.00684884 -0.00492331 -0.00711429 0.00181415 0.00050015 -0.0224199 -0.00136921 -0.00352092 -0.00999763 0.00145874 0.0044237 -0.0267803 0.00445577 -0.0230538 0.00712582 -0.00424703 -0.0421753 0.00283103 0.00435248 0.00278115 0.00164377 0.00206912 0.00764245 0.00276297 -0.00149018 -0.0175202 0.00571827 0.00784268 0.00295383
internal_weight=141238 30385.4 27041.4 21054.1 110853 73728 3343.96 50067.2 28433.1 16823.8 21634.1 37124.8 2767.41 23660.9 2228.08 13767.3 598.229 539.331 23357.5 4230.36 5987.32 16551.4 5716.35 13169 15775.9 576.547 125.143 6806.08 7884.93 451.404
internal_count=587577 133536 116507 91839 454041 303252 17029 207140 118457 74423 88683 150789 14555 96112 11378 55967 2619 3177 94822 17416 24668 67233 23559 53348 64128 2474 529 27589 31984 1945

Tree=22
num_cat=0
split_feature=18 9 9 28 6 28 6 20 32 9 6 29 13 28 55 6 20 28 28 21 31 5 17 7 9 34 26 47 11 51
split_gain=361.446 222.554 433.389 197.082 369.151 92.584 71.9598 57.409 49.5135 52.9886 39.3219 29.3735 42.2165 23.994 21.8309 20.9458 18.185 15.529 15.176 31.8028 15.9822 15.1623 14.9887 14.5046 12.4172 15.3006 11.8704 8.97777 8.81182 7.56489
threshold=-0.020464387722313401 -0.021324904635548588 0.022498252801597122 0.0020204392494633798 6.0541937273228548e-05 0.001858749892562628 6.0536020100698813e-05 0.050628071650862701 0.073272716253995909 0.093192353844642653 1.0429674983024599 -0.096191000193357454 -0.13251094520092008 -0.44995528459548945 1.0732293128967287 6.0482174376375049e-05 -0.018821377307176586 0.085729725658893599 1.6969971656799319 0.72027611732482921 0.14555991441011432 -1.0074908733367918 0.79738134145736705 0.014900057110935451 0.0048943818546831616 -0.5079667568206786 -1.7478882670402525 1.0000000180025095e-35 0.039563110098242767 -0.03503147326409816
left_child=5 11 3 7 -5 23 15 -3 13 -10 16 18 14 -4 -13 21 -8 -14 20 -20 -2 -7 -17 26 25 -25 27 -1 -12 -26
right_child=1 2 8 4 -6 6 10 -9 9 -11 28 12 17 -15 -16 22 -18 -19 19 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.051810852226355029 0.0050035551272153847 -0.00084571657969959198 0.013500426148713805 -0.021700433328486746 -0.0046085199388646225 0.054354427479835071 -0.0087770983470414187 0.012032856852138349 -0.0021684523640176021 0.0042441456011486729 -0.017761872973862829 0.0039295418369560617 -0.0020372362202604657 0.005062487537461152 0.011679047665317646 -0.032816088832076533 -0.030352401372112859 0.0041226551518620605 0.0019582878831757872 -0.056709464245763931 0.0088032341500189765 -0.052312894378589124 -0.0095605774851871099 -0.013836571895412243 -0.021894670815447045 0.012496548667456489 0.019810368118607622 0.021217584688200133 -0.048386447117176684 0.045831840719722385
leaf_weight=15.829823389649393 16206.786573544145 21973.798451885581 1286.7089247703552 5377.5269802361727 29529.378225162625 4.8984748870134345 1190.1109348535538 1320.992276340723 8404.0190404206514 10354.470747917891 44.718893900513649 6568.036291539669 6333.9193977415562 21235.474000275135 1634.2846729457378 975.79470850527287 159.48477910459042 1919.9206620901823 151.69845888018608 42.605941563844681 5284.6112395375967 232.47125197947025 111.13715581595898 134.50495603680611 144.12618187069893 194.01013009250164 177.74757428467274 9.8194127827882749 138.8372654914856 6.1923796683549872
leaf_count=65 65982 90801 5199 25139 124743 28 5327 5440 34618 42048 209 26687 25884 86549 6632 5633 770 7796 614 206 21541 1555 623 566 611 833 735 40 678 25
internal_value=-4.70877e-05 0.000439819 -0.00105418 -0.00438939 -0.00724159 -0.0189782 -0.0237197 -0.000115403 0.00364814 0.00137123 -0.0148704 0.00433649 0.00242509 0.00554455 0.0054736 -0.0339645 -0.0113267 -0.000604388 0.00578695 -0.010906 0.00593787 -0.0501117 -0.0304382 0.000880956 -0.00482092 0.0017149 0.0143042 -0.023853 -0.0409255 -0.0191047
internal_weight=141164 137624 99482.4 58201.7 34906.9 3539.68 2857.45 23294.8 41280.7 18758.5 1533.15 38141.9 16456.2 22522.2 8202.32 1324.3 1349.6 8253.84 21685.7 194.304 21491.4 237.37 1086.93 682.23 478.834 328.515 203.397 25.6492 183.556 150.319
internal_count=587577 569879 414537 246123 149882 17698 14823 96241 168414 76666 6984 155342 66999 91748 33319 7839 6097 33680 88343 820 87523 1583 6256 2875 2035 1399 840 105 887 636

Tree=23
num_cat=0
split_feature=18 7 7 28 6 2 0 16 16 7 7 8 7 1 24 17 34 33 7 23 24 34 19 7 2 16 31 29 19 55
split_gain=323.648 194.564 353.344 160.91 303.677 90.8891 73.3934 66.2985 48.9286 55.6512 44.3619 42.7224 46.0474 39.9171 39.6319 26.2508 25.4126 23.4667 18.3176 16.4848 14.3465 12.8322 14.7911 12.763 11.9569 11.7553 11.2427 9.87993 11.1338 7.66943
threshold=-0.02038039360195398 0.0051615408156067142 0.036901134997606284 0.0020204392494633798 6.0541937273228548e-05 -0.0032923403196036811 -0.065540887415409074 0.059037040919065482 -0.05880076810717582 -0.040839007124304764 0.097593933343887343 0.011744492221623661 0.032678209245204932 -0.0087177520617842657 -1.5473838448524473 -0.89923131465911854 1.5559740066528323 -0.29524216055870051 0.012789621949195864 0.16060598939657214 -2.252296924591064 -1.2895961403846739 -0.023943598382174965 0.39558203518390661 -0.0039064278826117507 1.0000000180025095e-35 1.5122252702713015 -0.21394111216068265 -0.020838440395891663 0.97284260392189037
left_child=5 8 3 6 -5 18 -3 17 9 19 -9 20 16 -11 25 -16 -13 -4 27 -2 29 24 -23 -14 -20 -10 -22 28 -1 -7
right_child=1 2 7 4 -6 11 -8 10 14 13 -12 12 23 -15 15 -17 -18 -19 21 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010772746456156043 0.0035734509492311422 0.016595108942383776 0.0034933797619059849 -0.020921712762794191 -0.0046935854460042814 -0.052346506939824587 -0.001206317167767558 -0.0019981717364068651 -0.0060528042530017907 0.0018303847078975023 0.0031578651674498566 -0.025865888984831775 -0.0088829564409706064 -0.0065634182090756723 -0.0050921746202106698 0.00650237211943289 -0.042005208840954593 0.0080176910982153807 -0.0061556856403465034 0.031969117779113349 0.00094305055683702199 0.039069244426456366 -0.0052783584793899864 0.080517226009277007 -0.03569936125884015 0.011044326362041529 -0.039770221633338466 -0.021712038701093082 0.070774487665843669 0.029065071815178076
leaf_weight=265.84412595629692 15894.425244808197 873.65138147771358 7978.7470036447048 5007.1538178473711 24284.898334249854 31.08119709789753 18268.174776285887 10637.324977710843 1284.7287135273218 4060.0903668403625 13801.639809042215 1534.6919103562832 411.23949512839317 4098.4642461240292 726.89363254606724 21359.324944585562 455.45548583567142 8549.529745131731 99.377388671040535 73.943030148744583 363.42413324117661 28.233625471591949 659.57017162442207 5.8303387165069571 97.899247497320175 163.15917591750622 26.176282539963722 32.433368757367134 11.619728446006773 4.8104891777038565
leaf_count=1115 64293 3601 32604 23620 103025 140 75681 43980 5262 16670 56024 8118 1829 17003 3198 86860 2832 34826 440 304 1599 132 2918 24 498 668 109 135 48 21
internal_value=-4.48457e-05 0.000447771 -0.0012028 -0.00467194 -0.00746761 -0.0168086 -0.000393843 0.00289863 0.00354386 0.00164519 0.000913644 -0.0226627 -0.0257606 -0.00238626 0.00549035 0.00612078 -0.0295595 0.00583366 -0.00293144 0.00370494 -0.00513637 -0.00732708 -0.00345794 -0.00763321 -0.0208168 -0.00412617 -0.00179237 0.00962273 0.0132855 -0.0414351
internal_weight=141090 137062 89401.1 48433.9 29292.1 4027.69 19141.8 40967.2 47661 24126.9 24439 2832.71 2407.22 8158.55 23534.1 22086.2 1990.15 16528.3 1194.98 15968.4 425.492 885.08 687.804 417.07 197.277 1447.89 389.6 309.897 277.464 35.8917
internal_count=587577 567619 373361 205927 126645 19958 79282 167434 194258 98270 100004 14672 12803 33673 95988 90058 10950 67430 5286 64597 1869 3988 3050 1853 938 5930 1708 1298 1163 161

Tree=24
num_cat=0
split_feature=48 28 17 13 28 44 48 17 6 38 48 8 25 51 21 28 25 14 55 28 6 23 7 0 33 28 14 33 55 8
split_gain=371.148 150.912 155.389 124.772 105.487 212.511 80.4985 62.904 64.4851 61.5485 50.9535 47.5032 47.9607 33.9697 27.4223 39.1155 21.5698 20.5164 19.5739 14.7951 26.0271 12.2323 11.6874 10.1408 14.916 11.9311 9.5719 9.36016 7.40433 8.01359
threshold=-1.4875389337539671 -0.031506778672337525 -0.67383038997650135 0.0078586940653622168 0.044069897383451469 3.7910240888595585 -2.2512876987457271 -0.89923131465911854 0.64674586057662975 1.0000000180025095e-35 -0.72379013895988453 0.067799687385559096 0.39558377861976629 1.0000000180025095e-35 3.1571753025054936 -0.56706458330154408 -0.804416924715042 -0.62155407667160023 -0.064638879150152193 -0.00016301020514219997 6.0544911320903345e-05 -0.0025928356917574997 0.031357752159237869 -0.00373752589803189 -0.29807743430137629 -0.16511735320091245 0.010404509957879783 -0.37355408072471613 0.85843178629875194 0.0014319699257612231
left_child=3 9 7 17 5 -4 16 8 -3 23 -9 12 -8 -6 18 -16 26 28 -11 27 -21 -13 -18 25 -25 -2 -5 -19 -1 -30
right_child=1 2 4 6 13 -7 11 10 -10 14 -12 21 -14 -15 15 -17 22 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.040670890465360307 0.0048757321556871331 -0.0085806865331255842 -0.0010629512763968162 -0.022726631656977258 0.0055365898278174324 0.022607916392542754 -0.020096830148637484 -0.011288495505743271 -0.033569687129450125 0.014187480133080568 -0.0025393686626304134 -0.019057830913574787 -0.005022748750580266 0.00031972322741731165 0.049768131602889253 0.01374349191965026 -0.028848248575939307 0.0082445176800388254 0.0042249827026249204 -0.012504112517194632 0.0016041041500546853 0.014216829445074948 -0.0081060310785014793 0.0034849881021717516 0.012185283773898256 0.0020161892703089474 -0.047577343883449155 -0.0025525778783139315 -0.063037279226204862 0.016918252250812144
leaf_weight=49.114554822444916 8815.0828538686037 1134.6168950349092 63647.709086641669 67.728842854499817 17044.614564985037 1395.3167552351952 2576.3976437151432 3086.8127594739199 552.93047274649143 1683.0225058943033 10712.906743407249 47.075893983244896 1077.6856350749731 6102.0626809000969 159.02253976464272 341.5643962174654 705.64586625993252 362.67551481723785 1228.0056800991297 1405.2847269624472 707.86197802424431 256.36649297177792 113.52719715237617 1803.4529561400414 1169.361101180315 12998.237621724606 316.77171015739441 1423.8306632936001 5.3757966160774222 28.105710506439209
leaf_count=203 35403 4810 265088 393 69267 5662 12733 13467 2668 6760 44259 194 5157 24745 712 1398 4098 1551 4916 6759 3086 1052 548 7275 4711 52546 1962 6015 22 117
internal_value=-4.26702e-05 0.000767845 -0.000290674 -0.0117326 0.000682742 -0.000555159 -0.0178893 -0.00583363 -0.0167684 0.00465979 -0.00449643 -0.0137568 -0.0156511 0.00416129 0.0122155 0.0251875 -0.0314764 -0.00375329 0.00998484 -0.00438006 -0.00777814 0.00905462 -0.0259736 0.0036198 0.00690726 0.00317177 -0.0432 -0.000360678 0.0258385 0.00408058
internal_weight=141018 131875 103677 9143.45 88189.7 65043 5161.2 15487.3 1687.55 28197.7 13799.7 3957.53 3654.08 23146.7 3411.62 500.587 1203.67 3982.25 2911.03 3899.65 2113.15 303.442 819.173 24786.1 2972.81 21813.3 384.501 1786.51 82.5961 33.4815
internal_count=587577 543687 429966 43890 364762 270750 26137 65204 7478 113721 57726 19136 17890 94012 13786 2110 7001 17753 11676 17411 9845 1246 4646 99935 11986 87949 2355 7566 342 139

Tree=25
num_cat=0
split_feature=48 34 47 1 1 0 7 9 34 12 47 17 28 21 2 7 8 28 9 33 8 26 14 22 51 24 29 3 46 27
split_gain=343.863 181.413 119.66 97.3525 110.816 86.6524 83.9778 76.8512 74.6495 69.2267 40.5031 37.772 32.6479 34.4714 33.2498 30.8781 29.9256 29.2777 34.2104 27.2448 24.9268 22.9864 18.3282 18.2759 17.6619 13.827 12.3649 12.1116 10.5256 7.77609
threshold=-0.72379013895988453 1.5559740066528323 -0.5827713906764983 -0.0026376470923423763 -0.0026260424638167019 -0.0015730941086076198 0.030544045381248001 0.093192353844642653 1.3106893897056582 -0.28232361376285547 0.76390226185321819 -0.44063122570514673 -0.2991290539503097 2.2328716516494755 -0.063365582376718507 0.011204333510249855 0.20112089812755587 -0.0020915544591844078 -0.020466274581849572 0.18418574333190921 0.011317168828099968 0.83643594384193432 0.022720663808286194 0.7830050289630891 -0.26532082259654993 -0.81225693225860585 -0.24811669439077375 -0.20027834922075269 -0.0022995938779786225 0.0053390597458928832
left_child=1 2 5 11 17 23 22 8 -6 -7 15 12 13 -2 -14 -4 25 26 -19 20 -13 -21 -3 -1 -9 -8 -5 -12 -24 -18
right_child=3 6 10 4 7 9 16 24 -10 -11 27 19 14 -15 -16 -17 29 18 -20 21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039147755082256062 0.0072559533510538508 -0.046679326283044463 0.0018935401076859812 -0.024410423096986194 0.0005268838152430647 -0.025269252929289263 0.065348282728828283 0.01037112271329722 -0.0060770109948258214 -0.0098786779549956526 0.088340377940625145 0.0057984229352125516 0.01033608395444806 0.041125519366755792 -3.9621310009574407e-05 -0.0045619504459182844 0.020608694784076464 0.0012260905561045381 -0.014806380282124134 0.011134771703117784 0.0022484240757885965 0.0015083055077010968 -0.014428300367165676 0.0049145937694451214 0.0037935171020615078 -0.012938701168536756 -0.001021654220033951 0.0056563908436995545 -0.033605432047903658 0.068583844498605925
leaf_weight=3045.039902806282 1254.3315819054842 362.65158006548882 4019.424352735281 85.882889032363892 31957.99995277822 1197.6305991411209 8.2944645732641202 1714.1407059133053 7634.1090424060822 8659.7444263845682 6.3932964801788321 12696.534643292427 1184.8521808683872 118.38916262984276 18052.200468420982 7930.221752345562 50.555567294359207 579.02861374616623 2777.3613385409117 3550.4131687730551 16213.451018288732 1193.0383615344763 127.85183715820312 1167.5598119050264 10302.39865668118 390.09274990856647 1549.4337435364723 2604.326348990202 530.79347510635853 16.015845254063606
leaf_count=12949 5032 2379 16730 354 131483 6419 37 6931 31579 40062 26 51476 4843 523 74054 33951 207 2389 11706 14370 66390 4826 672 4871 41805 1815 6339 10755 2673 65
internal_value=-0.000100131 -0.00578547 -0.00472447 0.00144432 -0.000296582 -0.00867042 -0.026224 0.000529087 -0.000746472 -0.0117486 -0.00091141 0.0032602 0.00123736 0.010177 0.000599441 -0.00239056 -0.00508637 -0.00883308 -0.0120405 0.00449901 0.00380749 0.00871359 -0.0358471 -0.00146764 0.0047318 -0.0113088 -0.00224998 0.00585887 -0.0298829 0.0321506
internal_weight=140980 30116.6 28630.3 110864 56600.4 14070 1486.26 51608.6 39592.1 9857.38 14560.4 54263.2 20609.8 1372.72 19237.1 11949.6 464.959 4991.71 3356.39 33653.4 28910 4743.45 1021.3 4212.6 12016.5 398.387 1635.32 2610.72 658.645 66.5714
internal_count=587711 133611 125763 454100 232586 64301 7848 211798 163062 46481 61462 221514 84452 5555 78897 50681 2124 20788 14095 137062 117866 19196 5724 17820 48736 1852 6693 10781 3345 272

Tree=26
num_cat=0
split_feature=48 1 7 7 12 1 1 9 9 0 16 11 25 13 16 9 9 7 7 9 55 26 21 21 9 16 21 46 49 33
split_gain=304.852 126.293 124.064 136.336 117.773 101.686 97.2844 62.4171 62.7603 52.6984 37.7354 28.2007 39.8716 26.454 26.9667 21.9771 28.6648 20.4108 20.1113 19.8737 19.5287 17.4166 16.908 16.0356 15.5323 15.3749 14.2864 13.6216 10.0128 8.35184
threshold=-1.1056645214557645 -0.0026376470923423763 -0.0007832700794097035 0.049564968794584281 -0.26634794473648066 -0.0026376470923423763 -0.0024229241535067554 0.021101565100252632 -0.0049628417473286382 -0.058563640341162675 0.074977688491344466 -0.20829007774591443 -1.0468457937240598 0.021315465681254867 -0.035270389169454568 0.01226262003183365 -0.017354667186737057 -0.36339356005191797 0.14696988463401797 0.19367239624261859 0.89349278807640087 -1.7478882670402525 -0.19621699303388593 2.2328716516494755 0.13359345495700839 -0.0079680401831865293 -0.18645752966403958 0.026079261675477031 3.5723906755447392 -0.071238767355680452
left_child=1 15 13 5 11 9 -7 8 -6 -4 19 22 -13 21 17 16 20 -15 -12 -5 -1 27 -3 -16 -9 -23 -18 -2 29 -17
right_child=2 4 3 10 7 6 -8 24 -10 -11 18 12 -14 14 23 28 26 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014082440739628067 -0.02082972502153236 -0.017380535801741641 0.014124479141577162 0.0041471143438040646 -3.2420324607897085e-05 -0.012689955061777428 -0.0031301200720780962 0.00074474293017014464 -0.013726085958600566 3.1482820135207462e-05 -0.0013481652384217484 -0.042856135108393929 -0.022105910243360349 0.0052422314893594861 0.0049353364226333799 0.004060207344178654 -0.0069264397013875873 -0.0022604646931629669 0.0028561283336833946 0.010537507195024158 0.020048309371456213 0.0045270449189721016 0.011203064955218792 -0.011009617972139734 0.017797223127740579 0.0096037428777547597 0.0006779796235613421 0.016675336459392322 -0.060640942747458917 0.016770770733257338
leaf_weight=939.80563580989838 159.05344183743 476.67214708030224 995.73769779503345 12229.90365627408 1549.5033347606659 4575.1592068225145 23597.622325345874 939.40218085050583 5417.633311919868 23461.730180442333 7854.1009403020144 484.03642944246531 1070.9520352482796 1645.9462366849184 6758.195543602109 930.27711214125156 3479.0522334128618 6308.2071655392647 8560.1654048264027 2044.9035863131285 257.85663852095604 22764.142880707979 88.301578924059868 234.95410449802876 241.78648364543915 2371.300852611661 1194.8406316637993 44.647850945591927 8.026767820119856 232.64486537873745
leaf_count=3882 651 2536 4080 49684 6756 19532 98639 3964 26032 97368 32116 2803 5740 6656 27430 3901 15585 25714 34678 8276 1070 92200 425 1070 985 9643 5112 182 33 968
internal_value=-9.45453e-05 -0.00755174 0.000949823 -0.000371963 -0.011796 -0.00222532 -0.0046826 -0.00851836 -0.0106806 0.000605251 0.00280645 -0.0243938 -0.028565 0.0036835 0.00168165 -0.00136348 -0.00286028 -0.000707938 0.000844406 0.00506255 0.00542145 0.00486438 -0.0129131 0.00439962 0.00423534 0.00500599 -0.00498244 -0.0126093 0.00614203 0.00660298
internal_weight=140917 17310.8 123606 83319.3 10268.3 52630.2 28172.8 8148.33 6967.14 24457.5 30689.1 2119.96 1554.99 40286.4 14947.3 7042.5 5871.56 7954.15 16414.3 14274.8 1197.66 25339.1 564.974 6993.15 1181.19 25135.4 4673.89 203.701 1170.95 1162.92
internal_count=587711 79792 507919 344373 49241 219619 118171 37737 32788 101448 124754 11504 8543 163546 60870 30551 25649 32370 66794 57960 4952 102676 2961 28500 4949 101843 20697 833 4902 4869

Tree=27
num_cat=0
split_feature=48 34 22 7 8 9 9 11 7 45 20 24 0 9 0 7 17 24 14 24 31 11 45 28 25 28 9 46 46 50
split_gain=274.978 156.611 93.0712 96.7231 108.754 83.0551 131.955 102.941 74.7319 42.0357 36.3972 32.1895 31.9566 25.2581 24.9394 24.6635 22.4483 18.2679 16.8975 14.5573 14.1203 18.671 13.7331 15.2696 11.9163 11.5863 11.3294 10.1105 9.80554 7.44091
threshold=-0.72379013895988453 1.5559740066528323 -0.5001116394996642 -0.0097913797944784147 0.029884651303291324 -0.021324904635548588 0.042827455326914794 0.97536173462867748 0.030544045381248001 -0.066582679748535142 0.043949948623776443 0.55381482839584362 0.011876891832798721 0.14037865400314334 -0.086385946720838533 0.0301437471061945 -0.035047659650444977 -2.0497800111770625 0.022720663808286194 -0.81225693225860585 -0.042974317446351044 0.2682881653308869 0.0076620855834335097 0.95610767602920543 -1.8317947983741758 -1.2758256793022154 0.15579332411289218 -0.004826899152249097 -0.0040052880067378274 -0.70113363862037648
left_child=1 2 3 25 -5 16 7 9 18 -7 -9 17 14 19 -4 -14 22 -8 -3 -10 21 -18 23 -2 -22 -1 -13 -24 -20 -15
right_child=5 8 12 4 -6 6 11 10 13 -11 -12 26 15 29 -16 -17 20 -19 28 -21 24 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.045070915951346123 0.0036478580360921904 -0.044352044893087028 0.038520283545848862 -0.011109336145505496 -0.00087232787763972359 0.01272067392817171 -0.0076673221504079446 -0.0083266614420312388 0.068458959047762724 -0.00067260944023365824 0.0089941563386508432 -0.0014673197448469739 -0.015253174306107403 0.013113534323258935 0.0026084335890080635 0.0091698268928754843 0.0050857878689654157 0.0051657140262897526 -0.0094919358709111782 -0.01129343393369423 -0.010915214533451857 -0.0093415682812171465 -0.0017054644567022575 -0.011548510690711155 0.0096674188871909948 0.0032529420187127856 0.002763731221039695 0.0040883464232286375 -0.030892540363774167 0.057135672041049655
leaf_weight=17.955959886312485 17155.73947802186 346.53546721488237 70.371839910745621 12366.677300035954 5353.1160600781441 862.59148335456848 408.19550020992756 8664.6539636105299 8.4134528040885908 38356.759052395821 459.93436279892921 4790.0509724467993 633.54360216856003 29.890047088265419 6486.3892611116171 194.56813435256481 8068.531123071909 18385.001468628645 89.451392695307732 398.27379576861858 104.38756395876408 336.38471141457558 3792.190890237689 241.38905276358128 3380.5712567865849 3405.6278964132071 4344.8602577596903 1518.4562557935715 557.14216146618128 25.713597297668457
leaf_count=72 69767 2379 289 57326 23043 3539 1654 36061 37 158582 1913 19541 2758 121 27503 819 32657 74618 477 1861 423 1363 15451 1035 13722 13953 17585 6189 2868 105
internal_value=-8.92659e-05 -0.00518704 -0.0042076 -0.00623298 -0.00801676 0.00128938 0.000183345 -0.0017135 -0.0243854 -0.000378037 -0.00745359 0.00346681 0.00159118 -0.00445774 0.00299387 -0.00951489 0.00372768 0.00488698 -0.0336614 -0.00964353 0.0058398 0.00450837 0.00262177 0.00343701 0.00905089 0.00299949 0.000545105 -4.88587e-05 -0.0279319 0.0334713
internal_weight=140853 29983.7 28528.3 21143.4 17719.8 110870 76272 48343.9 1455.42 39219.4 9124.59 27928.1 7384.87 462.291 6556.76 828.112 34597.7 18793.2 993.129 406.687 11889.9 8404.92 22707.8 17397.1 3484.96 3423.58 9134.91 5310.65 646.594 55.6036
internal_count=587711 133611 125763 94394 80369 454100 313493 200095 7848 162121 37974 113398 31369 2124 27792 3577 140607 76272 5724 1898 48165 34020 92442 70802 14145 14025 37126 21640 3345 226

Tree=28
num_cat=0
split_feature=48 9 9 47 6 1 8 8 25 5 21 9 55 35 29 9 2 46 26 13 29 8 34 55 5 14 17 8 26 28
split_gain=249.971 131.243 206.634 115.381 119.154 98.0823 55.3314 49.1648 34.0797 31.762 31.0632 24.0695 23.3642 21.7232 21.5113 17.475 17.0975 16.1479 13.6665 13.2348 12.3941 11.372 11.2679 10.2671 16.2468 9.82899 9.326 9.01086 8.24265 8.08032
threshold=-1.4875389337539671 -0.021324904635548588 0.034104272723197944 -1.256108224391937 0.52024725079536449 -0.0026376470923423763 0.067799687385559096 0.017274549230933193 0.39558377861976629 1.5691820383071902 -0.14193260669708249 0.34029473364353185 1.170742988586426 -1.4077005386352537 -0.15126477181911466 -0.1277402117848396 0.0059185801073908815 -0.0024750867160037156 -0.62750270962715138 -0.39094196259975428 -0.21102562546730039 0.047026967629790313 -1.1709457039833067 0.79035103321075451 1.6774736046791079 0.0048368582502007493 0.15371812134981158 0.07153907418251039 2.4251221418380742 0.000590299750911072
left_child=5 12 3 10 -5 19 7 18 -9 11 -3 -4 14 26 20 -16 -15 -11 -7 28 -2 25 -23 27 -25 -21 -14 -8 -1 -30
right_child=1 2 9 4 -6 6 23 8 -10 17 -12 -13 13 16 15 -17 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0074534011316692468 0.0026763969401254147 -0.013595692928147867 0.0031443099501088667 -0.0003131881071337461 -0.0067737456554023733 -0.014695163740381217 0.056371225212463287 -0.022841956460899395 -0.0095370956974061231 0.0071527792791834521 -0.0020008004488135411 0.007972862181797347 -0.013520233466755755 0.0092912650266503121 0.0036708011721812922 -3.6809399345155434e-05 -0.0068589985056239445 -0.0027169651150541624 -0.002395018042658131 -0.0019248529831108268 0.0062701502452800839 -0.065545718556501709 0.012257587447571536 -0.043592378369079081 0.013262016315776547 -0.01004347858269569 0.0039093001425593889 0.01179218715326209 0.094820809386210902 0.020943351501154256
leaf_weight=258.88513886928558 6051.9037830680609 4165.0172472298145 24631.067839950323 41032.392325118184 13711.345578044653 498.04533538222313 17.518280372023582 2921.1370273754001 908.65892025828362 694.29674938321114 1039.3626439422369 4376.9301110059023 237.66325569152832 4548.4836759269238 8264.8289018273354 10254.900084778666 248.89337493479252 4248.3598655760288 936.97469785809517 2213.9462594538927 8050.4001326858997 6.9076204001903525 224.2039403617382 31.06761571764946 43.3308285176754 708.68480694293976 206.57732710242271 239.29291085898876 7.6587897539138821 17.526367709040642
leaf_count=1097 24665 18465 100247 171105 57562 2463 73 16122 4687 2820 4428 17668 966 18475 33416 41880 1012 17296 4288 9768 32725 29 934 128 178 3290 835 981 32 76
internal_value=-8.42829e-05 0.000577691 -0.000624779 -0.00274294 -0.00193133 -0.00973945 -0.0146396 -0.0161361 -0.0196852 0.00311534 -0.0112801 0.00387288 0.00355972 0.00727797 0.00296228 0.00161779 0.00845337 -0.00133056 -0.00666397 -0.00176301 0.00472792 -0.00288031 0.00993215 0.00914725 -0.0104795 -0.00389347 -0.00541529 0.0148331 0.0106412 0.0434094
internal_weight=140796 131762 93898.8 59948.1 54743.7 9033.84 5596.03 5264.82 3829.8 33950.7 5204.38 29008 37863.7 5241.62 32622 18519.7 4797.38 4942.66 1435.02 3437.81 14102.3 3153.74 231.112 331.21 74.3984 2922.63 444.241 256.811 284.07 25.1852
internal_count=587711 543565 389591 251560 228667 44146 28920 27560 20809 138031 22893 117915 153974 21288 132686 75296 19487 20116 6751 15226 57390 14021 963 1360 306 13058 1801 1054 1205 108

Tree=29
num_cat=0
split_feature=48 7 7 28 6 14 7 0 16 7 20 45 7 28 24 21 28 31 6 21 7 22 6 45 23 17 6 24 7 20
split_gain=225.662 130.637 152.79 123.025 207.228 78.6721 60.3974 53.2717 37.7858 25.9526 21.68 22.2705 20.8027 19.9401 19.5373 18.3846 65.8606 16.7937 15.1958 13.1419 11.8186 12.0846 11.0293 10.7528 10.5764 10.1132 8.49461 7.00777 6.47538 5.89293
threshold=-1.8694132566452024 -0.0058368276804685584 0.044861363247036941 0.001858749892562628 6.0544414736796177e-05 0.0074464594945311555 0.028736166656017307 -0.053544985130429261 0.074977688491344466 0.019504208117723468 -0.023485085926949974 -0.0043651419691741458 0.11889678612351419 0.0073975927662104377 -1.4068903923034666 0.36505945026874548 -0.13608188927173612 -0.19963216036558148 -1.2222816944122312 5.3197524547576913 0.049564968794584281 0.7830050289630891 0.31026279926300054 -0.0029436425538733597 -0.016055732034146782 0.82732996344566356 -0.74429857730865467 0.3879868090152741 0.020655580796301368 -0.0070173975545912972
left_child=5 10 3 7 -5 20 9 -3 17 26 15 19 -10 25 -13 24 -17 -4 -11 -12 21 23 -15 -1 -2 -8 -7 -22 -23 -29
right_child=1 2 8 4 -6 6 13 -9 12 18 11 14 -14 22 -16 16 -18 -19 -20 -21 27 28 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00037912021838694106 -0.014864611058799278 0.012337259595355855 0.0016592155666198224 -0.014106621348690193 -0.00265133799322319 -0.046214739206107851 -0.014951715425218823 -1.171732161175979e-05 -0.0018883073047591826 -0.0075415554060613661 0.0045250745169536297 -0.0033727449811256833 0.0021922204825227886 0.032441609614394726 0.0019372093680352794 0.03155500682506162 -0.015641064822068139 0.0057196977828387523 -0.03169824816121148 0.035582183762900899 0.062762939786508598 -0.0014968133638842596 0.0018727090871623858 -0.010906892840544335 0.0058999670339870865 0.014832205876432648 -0.011569813764608054 -0.040487719444287543 0.015524704577211916 0.048721077020858504
leaf_weight=546.61310595273972 88.940443783998489 1329.1257790178061 5441.8514674454927 7005.8402271419764 30157.027310982347 27.056837737560272 360.4193906262517 23363.62444421649 7842.8688174188137 101.00741896033287 8930.0502286702394 3017.568573191762 10544.997881650925 63.06604377925396 14391.086175143719 137.65370847284794 469.46117106080055 11241.923407375813 1303.984775044024 49.320864006876945 14.922524377703668 194.70989315211773 130.23592475056648 967.37747417390347 12387.466007813811 46.31583496928215 436.64317878335714 5.9784436076879501 137.11885251104832 4.810884937644003
leaf_count=2526 358 5447 22078 32681 127527 122 1833 96560 32232 463 36089 12269 42730 266 58418 590 2083 45733 8016 205 62 843 591 4794 50097 224 2229 25 600 20
internal_value=-7.95595e-05 0.000349014 -0.00083593 -0.00262969 -0.00481086 -0.0135481 -0.0205815 0.000652986 0.00232772 -0.0258994 0.00325879 0.00226865 0.000451777 -0.00401986 0.0010168 0.0052558 -0.0049401 0.00439526 -0.0299616 0.00469566 -0.00427036 -0.0048331 0.011846 -0.00710593 0.00575194 -0.0115602 -0.0135913 0.0361281 0.00553685 -0.000710151
internal_weight=140739 136399 96927.3 61855.6 37162.9 4340.26 2468.73 24692.8 35071.6 1868.69 39471.5 26388 18387.9 600.037 17408.7 13083.5 607.115 16683.8 1404.99 8979.37 1871.53 1845.82 193.302 1513.99 12476.4 406.735 463.7 25.7119 331.829 10.7893
internal_count=587711 565097 404988 262215 160208 22614 13744 102007 142773 10830 160109 106981 74962 2914 70687 53128 2673 67811 8479 36294 8870 8763 857 7320 50455 2057 2351 107 1443 45

Tree=30
num_cat=0
split_feature=48 28 17 28 44 14 9 6 21 21 11 53 34 28 51 23 33 28 55 34 11 13 33 11 6 28 25 25 31 4
split_gain=211.861 117.967 121.473 109.533 172.203 69.071 64.5278 44.1492 45.6157 36.1676 29.8478 26.756 23.6796 21.8643 20.6309 17.7629 17.1317 16.1707 15.8131 13.1457 13.0026 12.2732 12.5519 11.308 10.9274 12.155 10.5731 9.21438 8.30474 8.01698
threshold=-1.8694132566452024 -0.031506778672337525 -0.79383328557014454 0.044069897383451469 3.7910240888595585 0.0074464594945311555 0.011132972780615093 1.0429674983024599 -0.15877946466207501 3.1571753025054936 2.0909203290939335 0.77570027112960827 1.468370318412781 -1.0695331096649168 0.44510343670845037 0.0034858100116252904 0.45067523419857031 -6.6705713834380717e-05 -0.41853325068950648 1.2543979883193972 -1.3797503113746641 0.039613634347915656 -0.21336489915847776 0.45317099988460546 -0.184889942407608 0.068089891225099577 1.9377453327178957 -0.95030537247657765 1.0971456170082095 0.03476646542549134
left_child=5 9 7 4 -4 15 12 14 -9 16 -5 13 19 -11 -3 24 20 27 -18 -7 -2 22 -17 -14 29 -26 -19 -8 -13 -1
right_child=1 2 3 10 -6 6 17 8 -10 11 -12 28 23 -15 -16 21 18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00064652030035280668 -0.00011420367910024017 -0.0086503329519857421 -0.0015000296560464289 0.0038158246829862455 0.01893190551964348 -0.02176227743452442 -0.076369013781259196 -0.011064772706320721 -0.041925170634258858 0.047069847088074025 -0.0083678290962666962 -0.011409259066090442 -0.053871552774992545 0.016646098524727169 0.00099098744705252394 0.0069066006382581067 0.012151318089537283 0.011471780903443508 0.0042007114300439069 0.0042995778329658887 0.0036006116823710157 -0.010041777102458902 0.051510240538449527 -0.031024508232641558 -0.010407689169182185 0.054535060457157156 -0.044490623783364977 -0.013747989750674034 -0.090026318383578302 0.059836059148486526
leaf_weight=649.29522022604942 4084.5515644550323 4238.921966791153 75050.884253203869 24569.585610717535 1514.9706319570541 1540.380776911974 9.6638240814208967 465.40337581932545 273.9147347509861 103.29369746148586 745.84325079619884 64.456554785370827 101.34544749557972 481.15560919046402 984.58640374243259 45.470482185482979 1480.723758161068 291.74203925579786 2298.5480978935957 72.975449085235596 20005.685441508889 41.978769093751907 45.380847841501236 338.38554922491312 1046.5365057140589 10.479076281189917 12.682187616825102 67.860524222254753 5.2296776175498954 7.9866009801626197
leaf_count=2784 16431 18348 315285 99727 6152 8551 42 1995 1381 478 3048 267 800 1986 4190 206 5964 1370 9224 357 80614 195 205 2244 5306 44 64 290 22 34
internal_value=4.32393e-05 0.00045589 -0.00045168 3.54812e-05 -0.00109575 -0.0130978 -0.0197347 -0.00877535 -0.0224984 0.00388729 0.00345687 0.017833 -0.0239475 0.0220231 -0.00683303 -0.00434857 0.00355997 0.00291034 0.00731577 -0.0205834 0.00297076 0.016789 0.0291864 -0.0362901 -0.00598639 -0.00976386 0.00914041 -0.021554 -0.0173092 8.84007e-05
internal_weight=140650 136368 107844 101881 76565.9 4282.16 2435.04 5962.83 739.318 28523.6 25315.4 654.136 2053.09 584.449 5223.51 1847.13 27869.5 381.949 3779.27 1613.36 24090.2 132.83 90.8513 439.731 1714.3 1057.02 304.424 77.5243 69.6862 657.282
internal_count=587604 565112 450126 424212 321437 22492 13718 25914 3376 114986 102775 2753 11952 2464 22538 8774 112233 1766 15188 8908 97045 606 411 3044 8168 5350 1434 332 289 2818

Tree=31
num_cat=0
split_feature=12 22 48 6 17 1 28 47 9 37 9 53 3 44 13 25 23 21 55 5 4 31 8 49 11 17 33 28 46 26
split_gain=198.126 120.388 110.504 87.7847 129.26 73.9291 73.1995 65.4724 52.0752 49.8519 45.5041 41.134 31.6355 23.9877 23.5842 23.2504 20.8704 20.1145 19.8974 18.4664 13.6406 10.4012 10.3871 9.64724 10.3478 9.47714 9.08185 6.69093 6.41539 4.72647
threshold=-0.28232361376285547 -0.58593228459358204 -0.72379013895988453 0.64674586057662975 -0.79383328557014454 -0.0026376470923423763 0.035648154094815261 -0.5827713906764983 0.019179280847311023 0.86210712790489208 -0.06639490649104117 0.77570027112960827 -0.004409077111631631 3.7910240888595585 -1.3210638761520384 -0.69580602645874012 -0.0062850043177604667 -0.019462682306766507 0.10899014398455621 0.9137047827243806 -0.0051579053979367009 2.0046300888061528 0.1900371462106705 -0.84080147743225087 -1.4464732408523557 3.3830503225326543 -0.39117479324340815 0.0010656728409230711 -0.0033302765805274244 1.9671466350555422
left_child=5 2 7 14 11 16 -6 8 -2 10 -4 -5 23 -9 25 18 26 -16 -14 -17 21 -18 -11 28 -25 -3 29 -22 -7 -1
right_child=1 3 9 4 6 12 -8 13 -10 22 -12 -13 15 -15 17 19 20 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.038788300604189446 -0.0096867570362149606 0.014973428896188913 0.0032242231165369056 -0.038067519098921983 -0.0090471809261927164 -0.033112881817801261 0.0026731188304969728 -0.0016936521789865054 0.0036996117016369718 0.01104141596811114 -0.00072598650543093308 0.016974515903173636 -0.021244079167042879 0.021785663321570076 0.0055315881907016095 -0.012547414727540557 0.003156025131321627 0.0025994486321625114 -0.040721232952998142 -0.030410732196366398 -0.0022882117771884543 -0.081898367871780051 -0.0022907561869599984 0.10562571976170121 -0.005123321346571388 0.047172643936847794 -0.074121256519775372 -0.015651293955618737 -0.0037169512620786279 -0.045345100488321993
leaf_weight=4.7610705792903918 8999.5995024740696 476.48748226463795 12897.979759722948 436.35855211317539 2593.9743397682905 80.771769940853119 7365.5922149419785 10023.397749632597 1183.7964196354151 1815.0458051711321 56422.843952417374 55.043816670775414 341.92112322896719 159.13314801454544 18848.849617116153 678.50411503016949 895.24763889610767 15226.33935919404 421.69271595031023 300.64897408336401 253.97798185050488 5.2060731351375571 237.95636320114136 3.0565257668495169 479.87938393652439 35.348269522190094 20.949766039848328 287.67301605641842 39.944549515843391 4.85514897108078
leaf_count=20 42809 1926 52179 2169 11085 451 30057 42701 5027 7332 232172 270 1820 650 76836 3431 3882 62624 2363 1655 1069 23 959 14 2261 143 89 1343 223 21
internal_value=4.0395e-05 0.000416757 -0.000830473 0.00295729 -0.00186163 -0.0134387 -0.000379439 -0.00472881 -0.00813062 0.000281886 8.99789e-06 -0.0319021 -0.0200522 -0.00132672 0.0044134 -0.0241524 -0.00290144 0.00422138 -0.032 -0.0180323 -0.00186155 0.00266427 0.00949613 -0.00821464 -0.00442239 0.0171972 -0.0519632 -0.0093854 -0.0233859 -0.00368995
internal_weight=140597 136778 91739.8 45038 10451 3819.09 9959.57 20365.9 10183.4 71373.8 69320.8 491.402 2346.42 10182.5 34587 1742.77 1472.67 34075.2 763.614 979.153 1442.1 900.454 2053 603.652 482.936 511.836 30.566 541.651 120.716 9.61622
internal_count=587604 568939 383829 185110 43581 18665 41142 91187 47836 292642 284351 2439 12218 43351 141529 9269 6447 139460 4183 5086 6317 3905 8291 2949 2275 2069 130 2412 674 41

Tree=32
num_cat=0
split_feature=12 47 48 9 9 14 1 50 2 47 9 5 9 9 23 33 28 46 28 0 4 25 1 6 31 28 33 19 28 0
split_gain=176.169 107.092 89.3143 81.5612 109.135 74.0938 66.4254 38.168 29.9072 29.7611 29.2716 27.2323 21.5749 23.7817 18.6869 14.4177 19.9484 12.661 12.4046 12.2201 12.089 10.8442 10.5461 10.0827 9.42351 8.36668 8.23344 7.2324 5.97215 4.98874
threshold=-0.28232361376285547 -1.256108224391937 0.42183295637369161 -0.043812487274408334 0.022498252801597122 0.069736037403345122 -0.0026376470923423763 -0.14241953194141385 -0.0032923403196036811 -1.9294450879096983 0.016364340670406822 1.6397970318794253 -0.0018004594021476803 0.0037895708810538058 -0.0062850043177604667 -0.065244954079389558 0.10271872952580453 -0.022531763650476929 0.022439152002334598 0.079858303070068373 -0.0051579053979367009 -0.3590626567602157 -0.023566673509776589 -1.4801987409591673 2.0046300888061528 -0.36602020263671869 -0.39117479324340815 -0.022601578384637829 0.0010656728409230711 -0.0068628564476966849
left_child=6 2 7 15 5 -5 14 9 23 -2 -9 -6 21 -14 26 18 -17 22 -3 -19 24 -10 -4 27 -16 -25 29 -8 -22 -1
right_child=1 3 17 4 11 -7 8 10 12 -11 -12 -13 13 -15 20 16 -18 19 -20 -21 28 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.038940568030239348 -0.020449866049157665 0.0021453504231979947 0.0048619042492753671 -0.00051968524134210763 0.003175017240489551 -0.0061191153976534714 0.012808328119050656 -0.0061204882494565009 -0.018133738262193277 -0.0094050906474020066 0.0094301873749074554 -0.0018567482148348739 -0.03285351629399668 -0.018413650748358899 0.0029643760078350762 0.008344854102090557 0.00032191595730600859 0.0038659276868995901 0.0054074238705096016 -0.047695100959530203 -0.0021519303651297917 0.0088617083214279496 -0.0097377600525249755 -0.1130714339579162 -0.079017975271377813 -0.0058805800524287469 -0.070770774720923579 0.098337413591005701 -0.014794399073917441 -0.047618423631880159
leaf_weight=4.8898694813251495 1152.5082584768534 14157.64413793385 269.78170447051525 49231.291151031852 34298.718953773379 10284.629948109388 10.300076454877852 2663.7356059104204 104.88291548937559 3691.338448792696 520.99320836365223 4364.8505913168192 714.72810426354408 964.94858607649803 895.91708478331566 4681.0408732295036 1464.818133354187 3462.2302984595299 5964.670099273324 16.62707744538784 253.86227805912495 109.49564836919308 524.23701314628124 2.638154372572898 5.0760762542486182 413.77699614316225 20.634744971990585 5.4385560154914847 286.124043866992 4.701831519603731
leaf_count=21 6122 57325 1097 206109 139670 43691 46 12707 495 16689 2214 17802 4365 4765 3882 18967 6054 14172 24115 68 1069 520 2137 11 23 1993 89 23 1343 20
internal_value=3.7678e-05 0.000391665 -0.00494883 0.000919565 0.000125046 -0.00148729 -0.0127098 -0.00867854 -0.0190206 -0.012033 -0.00357654 0.00260697 -0.0222703 -0.024558 -0.00273137 0.00388915 0.00643265 0.00205914 0.0031123 0.00361949 -0.001752 -0.00434559 -0.00477727 -0.00477795 0.0025025 -0.00655968 -0.0494208 0.0423633 -0.00885083 -0.00349047
internal_weight=140547 136749 12301.5 124448 98179.5 59515.9 3797.41 8028.58 2326.21 4843.85 3184.73 38663.6 1894.06 1679.68 1471.21 26268.2 6145.86 4272.88 20122.3 3478.86 1440.98 214.379 794.019 432.154 900.993 416.415 30.2264 15.7386 539.986 9.5917
internal_count=587604 568939 55206 513733 407272 249800 18665 37732 12218 22811 14921 157472 10145 9130 6447 106461 25021 17474 81440 14240 6317 1015 3234 2073 3905 2004 130 69 2412 41

Tree=33
num_cat=0
split_feature=48 28 6 6 6 17 21 14 9 38 28 4 34 8 13 35 23 18 31 55 53 28 26 8 13 4 28 34 23 46
split_gain=160.998 94.962 177.345 142.334 113.99 128.792 57.9715 57.7579 53.8162 52.2516 40.3154 27.7275 21.7445 19.7032 20.2215 15.9926 15.5883 15.2432 15.1917 29.1826 14.9688 14.6333 13.981 11.0235 10.721 9.25873 10.316 7.74268 6.79371 5.80589
threshold=-1.8694132566452024 -0.0035241957521066065 6.0547223256435252e-05 6.0482174376375049e-05 0.53147751092910778 -0.9409729242324828 -0.20222809165716168 0.0074464594945311555 0.011132972780615093 1.0000000180025095e-35 0.011477633845061066 -0.066161517053842531 1.468370318412781 0.0074744769372046002 -0.36806625127792353 0.93080231547355663 0.0034858100116252904 0.22155543416738513 -1.133534789085388 -1.1565124988555906 0.77570027112960827 -6.6705713834380717e-05 -0.96325433254241932 0.028246073052287105 0.018969030119478706 0.03476646542549134 0.068089891225099577 0.99367433786392223 -0.013019766192883251 0.00036281273060012614
left_child=7 9 3 11 10 -6 -5 16 12 13 -4 -3 15 17 -15 -9 25 -2 19 -11 -20 28 29 -14 -24 26 -1 -23 -10 -18
right_child=1 2 4 6 5 -7 -8 8 21 18 -12 -13 23 14 -16 -17 22 -19 20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.005855318981813502 0.0032699574338884529 0.0086792744126629046 0.00058169551114502932 -0.013096070712160708 -0.030725495246715969 -0.0015237905336922938 2.4705834456493983e-05 -0.021195731282574945 -0.051605773616167125 0.027345105565829215 0.004670165799615501 -0.0018434401610532532 -0.039245638690580613 0.0055903938254796906 0.00032153399060789095 -0.0053333246086186966 0.1110443493303324 0.03144606865460417 0.012421720391096054 -0.00094139172822493605 -0.0039779490645083749 0.023898159838741873 0.022766043164093322 -0.016561845550527983 -0.014988781859431885 0.041506833599656366 0.054242032017175007 0.0027787055659843738 -0.010227911313032504 0.035980898907183895
leaf_weight=1676.4923576265574 18814.232168972492 1011.0696882456541 15062.534210383892 8095.0626982450485 553.68288125097752 30211.460570901632 1425.7812573984265 1298.1085161268711 18.939230963587761 152.34515017271042 20499.150274798274 8317.3063563480973 318.73639876395464 2926.205894857645 25249.421260744333 277.77697697281837 6.956516429781912 69.376860991120338 2733.8666062057018 950.54224261641502 216.20931702852249 87.828284174203873 76.195309460163116 101.74215312302113 42.002118483185768 15.229323968291281 10.346111431717871 216.63594648241997 58.125672861933708 7.9473097622394562
leaf_count=8058 75972 4171 62689 37546 2760 125376 6351 7489 82 615 83676 34729 2418 11879 103255 1419 33 279 11113 3825 876 412 340 626 197 67 43 1022 250 36
internal_value=3.51826e-05 0.000392283 -0.000834592 -0.00597029 0.000624907 -0.00204934 -0.0111312 -0.0115167 -0.0176883 0.00243681 0.00293845 -0.00070292 -0.0216343 0.00187382 0.000868736 -0.0183997 -0.00351986 0.00337347 0.00897376 0.00296591 0.0112198 0.00295921 0.0162548 -0.0337569 0.00934965 -0.00506624 -0.00548672 0.008871 -0.0203968 0.0710175
internal_weight=140501 136288 85176 18849.2 66326.8 30765.1 9520.84 4213.06 2377.89 51112.2 35561.7 9328.38 1996.36 47059.2 28175.6 1575.89 1835.17 18883.6 4052.96 1102.89 2950.08 381.529 133.101 420.479 118.197 1702.07 1686.84 304.464 77.0649 14.9038
internal_count=587604 565112 357298 82797 274501 128136 43897 22492 13718 207814 146365 38900 11952 191385 115134 8908 8774 76251 16429 4440 11989 1766 606 3044 537 8168 8101 1434 332 69

Tree=34
num_cat=0
split_feature=12 22 9 9 47 13 21 28 43 21 25 5 22 8 28 4 24 46 23 50 9 5 24 11 9 4 13 9 28 55
split_gain=146.981 98.6816 89.6823 153.463 82.2784 56.2627 43.7739 49.0903 59.3875 35.4841 33.0483 25.532 24.4387 20.1678 19.441 18.7208 23.3334 17.936 17.6006 17.5718 16.5936 16.2046 14.7001 12.6932 12.4274 8.42801 8.46695 8.18176 6.25221 5.6198
threshold=-0.28232361376285547 -0.58593228459358204 0.047277063131332404 -0.018107550218701359 -1.256108224391937 0.0087414816953241842 0.1610631197690964 0.002070815186016262 1.0000000180025095e-35 3.1571753025054936 -0.69580602645874012 0.9137047827243806 1.6656644940376284 0.028561961837112907 0.10271872952580453 -0.0051579053979367009 0.96566614508628856 0.00086810454376973223 -0.0062850043177604667 0.86871761083602916 0.04899996146559716 1.5691820383071902 0.14148017019033435 1.0648040175437929 0.268416777253151 -0.0076155369170010081 -0.019435977563261982 0.01226262003183365 -0.039758581668138497 -0.46863114833831782
left_child=5 2 3 19 -5 18 12 9 -9 -8 15 13 14 -12 -3 16 -7 24 28 -2 -13 -19 -17 -14 -4 26 -20 -27 -1 -30
right_child=1 6 17 4 -6 10 7 8 -10 -11 11 20 23 -15 -16 22 -18 21 25 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.090438145133870898 0.00082588561752074032 0.008216872209839762 0.0042464595876848315 -0.010288371550624143 -0.0028127910935139872 -0.015263357078262842 0.0015712533793407482 -0.0015741082925925197 -0.017507223109197462 0.01471508331187203 -0.010555698998917467 -0.029043903924230986 0.0034957862970396484 0.013852061902983015 0.0010447284569353656 -0.039083131759652542 0.12589451299662602 0.0026371510790359739 0.10761697473742315 0.0040940418375546633 0.074868800891910545 -0.0030711181451656441 -0.020513802076196141 -0.00011783678553717231 0.010971495786111448 -0.0040336008800442138 0.012562524991681081 0.010447358307035054 0.025180409540440228 -0.046987980450305965
leaf_weight=8.8195948153734225 17577.10520376265 6340.0772204995155 5092.376955345273 6096.8974728658795 40565.295031681657 252.30951763689518 5512.8263633474708 5148.6629681587219 1006.8536098897457 853.96129351854324 844.32293034344912 292.19827371090651 20209.38738694042 142.43136486411095 1732.3375668674707 404.47327601909637 4.2873354554176322 9968.3785218000412 4.8277138173580196 8932.4054385721684 5.6390846520662299 2182.2526161968708 247.31243668496609 4232.1931219547987 1227.7151567488909 1364.9295629411936 11.199714243412016 156.57296225428581 5.0119201689958599 17.267449244856834
leaf_count=36 71620 25816 20647 29561 171407 1282 22631 21468 4605 3582 4350 1664 82647 641 7000 2372 22 40433 20 36331 23 8885 1329 17361 4945 6126 48 653 22 77
internal_value=3.27539e-05 0.000354765 -0.000775426 -0.00171846 -0.00378955 -0.0116676 0.00265454 -0.000359647 -0.00418028 0.0033342 -0.0178737 -0.0116798 0.00381542 -0.0070326 0.00667773 -0.0266328 -0.0129048 0.00296039 -0.00299137 0.00192709 -0.0270765 0.00161195 -0.0320372 0.00287007 0.00555284 -0.00208748 0.0411944 -0.00254341 -0.0476797 -0.0307531
internal_weight=140440 136679 91642.4 73171.7 46662.2 3761.6 45036.3 12522.3 6155.52 6366.79 2192.97 1284.59 32514 986.754 8072.41 908.383 256.597 18470.7 1568.63 26509.5 297.837 12150.6 651.786 24441.6 6320.09 1537.53 16.0274 1521.5 31.099 22.2794
internal_count=587604 568939 383829 308919 200968 18665 185110 52286 26073 26213 11683 6678 132824 4991 32816 5005 1304 74910 6982 107951 1687 49318 3701 100008 25592 6847 68 6779 135 99

Tree=35
num_cat=0
split_feature=48 34 17 7 7 14 7 5 6 6 17 24 7 38 45 37 53 6 16 46 5 33 4 2 9 11 23 46 4 24
split_gain=152.226 108.436 65.8608 64.3448 119.968 71.6956 48.8148 34.3743 27.5552 92.0397 60.1273 25.6128 25.5452 24.7016 23.8611 23.127 22.2384 21.1185 19.4844 18.9997 18.8448 20.1939 16.8763 16.6285 15.0227 14.5567 11.6908 11.3452 10.7243 9.39575
threshold=-0.72379013895988453 1.5559740066528323 -0.45647506415843958 0.011204333510249855 0.027214235626161102 0.0092176757752895373 0.030544045381248001 1.2516613006591799 6.0482174376375049e-05 6.0545426094904549e-05 -0.9409729242324828 0.21844365447759631 0.05065713822841645 1.0000000180025095e-35 -0.04325823858380317 1.1607612967491152 -0.027029504068195816 6.0522424973896711e-05 -0.6863274574279784 0.045438671484589584 -1.2095715403556822 -0.39854933321475977 -0.075265679508447633 -0.063365582376718507 0.14037865400314334 -1.5886514782905576 -0.0086402711458504183 -0.0040052880067378274 0.016045988537371162 -0.81225693225860585
left_child=1 3 8 20 5 -5 17 14 13 18 -11 -6 19 23 22 -16 -15 28 -10 -9 21 -1 -4 -2 29 -22 -14 -19 -3 -8
right_child=2 6 7 4 11 -7 24 12 9 10 -12 -13 26 16 15 -17 -18 27 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.044552609127350977 0.0082669718769052131 -0.041187406639330897 0.016971845678669127 -0.0044059024017746992 0.0038807640565468185 -0.014089634560260219 0.0549808210335192 -0.010667264022506142 0.06385959530156736 -0.014833797064039525 -0.00045283664847297516 -0.0026731734046962405 -0.008342427229044035 0.013070495645558277 0.0021437846683743421 0.0069928986900009826 -0.0095525400034245887 0.0021566487631568213 -0.017323097554368259 0.0065981023839447542 0.0537107143638395 -0.0030226117934958993 0.0054541338715094704 -0.00011586349492589207 0.024820289759240426 0.0032451447301495495 0.0011159767810764746 -0.023905206129029664 0.0063738872401189473 -0.0096538476278689618
leaf_weight=32.477750390768051 899.73680944740772 366.65198219567537 641.43626491725445 5835.3757968395948 4134.2817082628608 5209.6259084492922 8.2677969783544523 1470.0044352710247 10.720949441194533 1105.4081394076347 19688.160851791501 4464.9023529291153 515.26685182750225 966.10632605850697 56817.753754541278 3776.0788775086403 186.64415195584297 69.278817392885685 1463.2954446971416 271.89645197987556 20.652440756559372 2907.614046856761 1601.286208704114 16012.699108183384 56.186869069933891 5604.3093908876181 5408.4621765315533 455.44060195237398 17.900475256145 391.02286972850561
leaf_count=137 3648 2810 2595 27008 17690 25545 36 6161 47 5104 80979 19433 2087 4010 232218 15225 764 370 6455 1135 85 12231 6512 65208 227 23623 21969 2395 109 1866
internal_value=8.14158e-05 -0.00374315 0.00110192 -0.00294402 -0.00483619 -0.00897345 -0.0202609 0.00220817 -0.000831823 -0.00224439 -0.00121734 0.000477803 -0.00158497 0.000909339 0.00267091 0.00244597 0.00940755 -0.0282922 -0.0167326 -0.00797228 0.00139572 -0.00249707 0.00874829 0.000330101 -0.00422794 0.00343043 0.000293251 -0.0204643 -0.0389735 -0.00831551
internal_weight=140409 29574 110835 28209.2 19644.2 11045 1364.75 70502.2 40332.8 22267.6 20793.6 8599.18 7665.63 18065.2 62836.6 60593.8 1152.75 909.272 1474.02 1741.9 8565.05 2940.09 2242.72 16912.4 455.478 5624.96 5923.73 524.719 384.552 399.291
internal_count=587682 133565 454117 125752 89676 52553 7813 287902 166215 92585 86083 37123 31352 73630 256550 247443 4774 5684 6502 7296 36076 12368 9107 68856 2129 23708 24056 2765 2919 1902

Tree=36
num_cat=0
split_feature=48 34 47 1 7 7 17 28 17 22 8 17 7 34 21 0 37 1 9 9 20 2 50 9 46 23 8 27 12 7
split_gain=136.69 127.915 70.6972 60.7845 54.3487 52.9195 44.7991 46.0324 41.0062 27.9796 26.013 26.0042 25.1201 34.0211 23.664 42.0382 22.8149 21.9488 21.526 20.7403 18.0047 16.9565 15.2421 13.8161 12.207 12.0246 11.9866 9.82385 9.47844 8.62213
threshold=-0.34191577136516565 1.5559740066528323 -0.5827713906764983 -0.0036393410991877313 -0.0007832700794097035 0.030544045381248001 -0.6948779523372649 -0.41637296974658961 -0.42843502759933466 -0.2880979031324386 -0.15930216014385221 -0.9409729242324828 -0.045457413420081132 -1.4323611259460447 0.36505945026874548 0.0010324353352189066 2.5627764463424687 -0.055416153743863099 0.14037865400314334 -0.037451706826686852 -0.02252145484089851 -0.063365582376718507 0.73098137974739086 0.008748169522732498 -0.003921529045328497 -0.016055732034146782 0.56913653016090404 0.025577025488018993 0.0048224609345197686 0.027508673258125785
left_child=1 2 3 9 -5 23 7 11 10 -1 -4 26 20 17 21 -16 -15 -14 -7 -10 25 -9 -22 29 -25 -8 -2 -20 -13 -3
right_child=6 5 8 4 -6 18 12 14 19 -11 -12 28 13 16 15 -17 -18 -19 27 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024463058157467603 0.038338536907744351 -0.036338300549025183 0.0076266182203310103 0.0025467746477461054 -0.0091979483878408402 -0.0089566066445171399 -0.019490517474883836 0.010393162264922698 0.0069697487019216844 0.0068352206947495126 -0.0036509973290828556 0.012923410102725489 0.011899529049872034 0.0013718382085030215 -0.0034148640650100291 -0.025562733550806512 0.0076333603274878507 -0.0080958504397794229 0.019296685132666268 0.00096672666101527106 0.001021349990624534 -0.0024827257181787806 0.0054161802134589047 0.0099437075363066271 -0.022396290859890134 0.0070743346137141791 -0.030580358522497034 0.10665069400276204 -0.010753826062626671 -0.017082159247523848
leaf_weight=4795.9338016659021 165.91813160479069 482.1096693649888 792.3663495182991 1657.7960061728954 9823.4773838967085 542.02962280809879 62.054491385817528 385.29180417954922 2430.9006363004446 1546.2096629291773 10406.88643425703 180.85469801723957 219.99472299218178 60553.745466932654 1009.7636546045542 444.25597852468491 2169.9564168453217 1944.0860877633095 72.309020027518272 14031.305229112506 7837.2801502048969 8299.8895311504602 4456.3340150564909 46.339687041938305 450.47910491377115 5343.3842932730913 9.6112310737371427 4.9520698785781851 91.741959556937218 101.29908639937639
leaf_count=21113 767 3414 3209 6917 47260 2528 249 1575 9858 6485 44070 725 896 247631 4262 2213 8749 7993 292 58804 31595 34125 17951 234 2222 21481 45 20 368 631
internal_value=7.6267e-05 -0.00255491 -0.00195104 -0.00489791 -0.00750211 -0.0187165 0.00140872 -0.0022658 -5.22473e-05 -0.000183477 -0.00285309 0.016553 0.00187978 0.00133327 -0.00309754 -0.0101818 0.00158846 -0.00606317 -0.00473329 0.00185317 0.00388339 -0.00191153 0.00261444 -0.026733 -0.0193798 0.00676937 0.0345648 0.0248957 0.00495487 -0.0329948
internal_weight=140359 47184.4 45484.9 17823.4 11481.3 1699.52 93174.2 10587.3 27661.5 6342.14 11199.3 448.126 82586.8 64887.8 10139.2 1454.02 62723.7 2164.08 619.291 16462.2 17699.1 8685.18 12293.6 1080.23 496.819 5405.44 175.529 77.2611 272.597 583.409
internal_count=587682 207057 197716 81775 54177 9341 380625 44080 115941 27598 47279 1905 336545 265269 42175 6475 256380 8889 2840 68662 71276 35700 49546 6501 2456 21730 812 312 1093 4045

Tree=37
num_cat=0
split_feature=48 34 7 7 13 7 17 28 11 37 28 28 17 28 21 20 28 16 7 5 17 7 8 14 8 33 7 19 17 5
split_gain=120.898 114.574 64.3656 117.586 61.3788 48.1085 39.5893 40.8491 23.7851 28.5411 46.3664 28.2498 23.4886 21.2998 26.4728 19.3819 16.5258 15.8647 17.3655 15.5028 14.3142 14.1739 13.6822 11.9957 10.7536 9.66156 9.60863 8.66918 8.26186 7.4486
threshold=-0.34191577136516565 1.5559740066528323 0.011204333510249855 0.035175446420907981 0.0087414816953241842 0.030544045381248001 -0.6948779523372649 -0.41637296974658961 1.1190311312675478 0.18183939158916476 0.20245970785617831 0.035648154094815261 -0.9409729242324828 1.2289543151855471 1.2277988195419314 -0.029946567490696904 0.0020204392494633798 -0.0031489609973505135 -0.073202367871999727 1.0600636005401614 -0.8084605038166045 0.038800681009888656 0.20112089812755587 0.022720663808286194 0.56913653016090404 0.026721511967480186 -0.045457413420081132 0.035153124481439597 1.8765831589698794 0.78452202677726757
left_child=1 2 17 4 -4 23 7 12 9 11 -11 -8 24 16 -15 26 -9 18 -1 -5 -19 -17 29 28 -2 -25 -10 -14 -3 -7
right_child=6 5 3 19 -6 22 8 13 15 10 -12 -13 27 14 -16 21 -18 20 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038610951535606166 0.036542750651073201 -0.037965905644558297 -0.0027703618519671594 0.0035245581213020193 -0.009419273343508866 0.037357485085953566 0.0013213392695502154 0.00033562041683378745 0.059734060993251813 0.0099612046687106749 -0.0075136960695759919 0.0045417865236768301 0.0080301020225258101 0.0038037013600392567 -0.045048457819491315 -0.0025232975422804092 -0.0046217270310946936 -0.016823953083062112 -0.00081718141682767442 -0.0011849919448893556 0.0080009322866183598 0.0014652001061476547 0.018324423309473994 -0.019509388770689605 -0.028418294697058654 -0.043200497109229206 -0.01110818429731947 -0.029283295988361702 0.012641569031598547 -0.0090646496327347458
leaf_weight=4209.4919843822718 163.69692523777485 279.95154812932014 9928.9296024739742 6492.5728426277637 10065.089203998446 12.746417999267576 51759.26500788331 4141.8828859180212 6.9647157937288275 3380.8741979748011 652.0255963653326 12097.814248397946 247.9731238335371 69.201299265027046 94.418411672115326 4960.1042178869247 5825.9908577352762 88.025570064783096 8886.1996950805187 4108.5342959463596 1669.5258968323469 9078.0117601454258 82.244779467582703 704.75246880948544 9.7184312641620618 67.944076731801033 665.14159071445465 24.643262103199959 12.115764230489729 522.82959627360106
leaf_count=17038 767 2289 43956 26832 47872 57 211186 16875 28 13618 2629 48916 994 280 494 20467 24526 392 37481 17167 6978 36955 333 3763 45 352 2746 99 97 2450
internal_value=7.15026e-05 -0.0024049 -0.00183569 -0.00340896 -0.00611746 -0.0177798 0.00132411 -0.00213196 0.00176668 0.00224062 0.00713592 0.00193146 0.0156387 -0.0029143 -0.0243869 -0.000420605 -0.00256183 0.00140498 0.000686608 0.00169934 0.0067576 5.59395e-05 -0.00446085 -0.025508 0.0329022 -0.0215926 -0.0103741 0.00465714 -0.0358666 -0.00795983
internal_weight=140309 47131 45448.4 30595.1 19994 1682.58 93177.7 10577.5 82600.2 67890 4032.9 63857.1 446.032 10131.5 163.62 14710.2 9967.87 14853.2 13095.7 10601.1 1757.55 14038.1 617.821 1064.76 173.415 772.697 672.106 272.616 292.067 535.576
internal_count=587682 207057 197716 135827 91828 9341 380625 44080 336545 276349 16247 260102 1905 42175 774 60196 41401 61889 54519 43999 7370 57422 2840 6501 812 4115 2774 1093 2386 2507

Tree=38
num_cat=0
split_feature=18 17 3 28 17 28 6 17 48 5 28 6 19 7 1 26 6 28 7 16 6 46 6 4 17 6 46 35 35 17
split_gain=110.447 82.6924 62.8669 61.172 64.978 44.866 40.0693 32.6508 30.7469 30.1297 28.949 27.038 26.6784 26.2637 25.7159 20.5162 19.8091 18.2177 12.9974 12.7492 12.7402 12.3425 12.1421 11.9637 11.2883 11.1789 10.4892 10.3528 9.88662 9.17876
threshold=-0.020219163037836548 -0.44063122570514673 -0.004409077111631631 -0.056551102548837655 -0.89923131465911854 0.044069897383451469 1.4106664657592776 -0.9409729242324828 -1.4875389337539671 1.2516613006591799 -1.0695331096649168 -0.053738566115498536 -0.022945123724639412 0.05065713822841645 -0.050801947712898247 -2.0629943609237666 1.8492462038993838 0.091516986489295973 0.10561951994895936 0.020819975994527343 6.0482174376375049e-05 -0.0031171698356047268 1.1810991764068606 0.0014307521050795915 -0.4763317853212356 -0.17603021860122678 -0.0030419738031923767 -0.40410619974136347 1.0797924995422366 3.8333438634872441
left_child=2 3 15 7 6 -6 -5 10 16 14 -2 19 20 -11 -10 23 26 -18 -14 25 -13 22 -17 29 -9 -4 -3 -23 -21 -1
right_child=1 8 11 4 5 -7 -8 24 9 13 -12 12 18 -15 -16 21 17 -19 -20 28 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020228907202628765 0.046709899467930846 0.00090278631252704183 0.00063287719712917107 -0.011014393316088049 -0.0027790854561330204 0.0022464919037916194 -0.044196948157190455 0.0033197377657279768 0.0083193024476490348 -0.0075442273121578661 0.011021143799091868 -0.041263205672334144 -0.011865321338859362 0.00030125949325269591 0.0020097334023914028 -0.00039463182309190171 -0.023162738440775092 0.030060137061547452 0.014194853026182612 0.0020237526966197399 -0.021076544886670014 0.016944972589132846 -0.03733161583227175 0.022660948285525416 -0.0045206145052880805 0.039532947694520967 -0.0054583422965276728 -0.0018350131192413242 -0.033118856605497286 0.065325781392879659
leaf_weight=275.60234270244837 102.78230574727058 1811.003432109952 335.99104399979115 1570.3633024543524 35269.385342523456 7811.500401198864 142.93118219077587 6185.8863371759653 2407.4175329506397 2012.5447426438332 401.23942975699902 124.12039686739445 885.48903784155846 6488.591947928071 68286.933168843389 1233.864329226315 268.06150762736797 25.341363996267319 74.710519820451736 48.483581334352493 1207.5105872005224 291.81226296722889 32.892708897590637 27.475035972893238 740.19066785275936 28.881141617894173 1925.3042140007019 165.66750954091549 71.055412948131561 4.5895675271749488
leaf_count=1718 500 8409 1461 7077 149399 31697 778 24887 9778 8536 1693 1163 4705 26366 280495 5504 1318 110 306 200 6834 1299 161 163 2977 118 8973 733 297 27
internal_value=6.70343e-05 0.000384258 -0.00886942 -0.00148723 -0.00232356 -0.00186784 -0.0137826 0.00355479 0.00155863 0.00181877 0.018299 -0.0147389 -0.0174611 -0.00155607 0.0022246 -0.000849852 -0.00355393 -0.0185659 -0.00983765 -0.00185949 -0.0229581 0.00169692 -0.00135374 -0.0151225 0.00248184 0.00371198 -0.00237508 0.0101442 -0.0188654 -0.0188275
internal_weight=140258 135449 4808.15 52224.3 44794.2 43080.9 1713.29 7430.1 83225.2 79195.5 504.022 2776.24 2291.83 8501.14 70694.4 2031.9 4029.71 293.403 960.2 484.411 1331.63 1724.24 1266.76 307.667 6926.08 364.872 3736.31 457.48 119.539 280.192
internal_count=587682 562993 24689 219008 188951 181096 7855 30057 343985 325175 2193 15084 13008 34902 290273 9605 18810 1428 5011 2076 7997 7697 5665 1908 27864 1579 17382 2032 497 1745

Tree=39
num_cat=0
split_feature=48 34 47 9 6 21 28 21 17 28 21 6 21 6 14 7 34 16 26 1 1 19 7 20 26 45 9 23 6 5
split_gain=101.188 98.1646 56.9147 44.6498 41.491 41.3536 40.3709 37.2989 31.9894 32.7764 29.242 29.4231 27.1158 25.8029 23.293 20.3944 30.0633 21.1715 19.9902 18.9565 18.9046 18.0309 16.7138 15.5526 12.8141 12.7318 11.5539 10.5918 10.5745 9.49118
threshold=-0.34191577136516565 1.5559740066528323 -1.256108224391937 0.015318375546485187 0.81589552760124218 -0.20624444633722303 0.052533674985170371 -0.19621699303388593 -0.6948779523372649 -0.13159593939781186 0.36505945026874548 0.87107390165328991 -0.054303774610161774 1.0184692740440371 0.0067930745426565417 -0.045457413420081132 -1.4323611259460447 -0.59587794542312611 0.255076214671135 -0.0026260424638167019 -0.055416153743863099 0.03779349476099015 0.028415980748832229 -0.02252145484089851 0.49939981102943426 0.0064371596090495595 0.14037865400314334 -0.016055732034146782 6.0526574088726199e-05 -0.99072483181953419
left_child=1 2 5 22 7 14 -6 -4 9 12 21 -12 29 -7 -1 23 20 -18 -14 -5 -17 -11 28 27 -25 -24 -21 -10 -3 -2
right_child=8 3 4 19 6 13 -8 -9 15 10 11 -13 18 -15 -16 16 17 -19 -20 26 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054422817363176902 0.012861690378637712 -0.036246589781329913 -0.0012916472785612742 -0.034280200281129936 -0.0088494911178293081 0.0062094200324681308 0.0011945300243963505 0.0031349122739762524 -0.018562598275116582 -0.0026352430043948419 -0.0069939072046352434 -0.029938890120248508 0.0087971190666013867 -0.015995108428153049 -0.013729788092229531 0.010808446352165546 0.012102603309863433 0.0012399578197439865 0.037372939216602778 -0.00338109294465659 -0.0077321810513350598 0.0069443202688394242 -0.0084547258717275302 0.0010365244354281261 0.0053703690813569948 -0.036343444840876947 0.020337134803926092 0.0063783666782716497 -0.02144912997835529 -0.0026474683240670853
leaf_weight=2452.0525914877653 191.64701837301254 368.05483670532703 23143.593428447843 62.345035314559937 4071.7691350281239 1095.3770198002458 2229.4453229755163 9735.3938900232315 62.009150862693787 7395.0603070110083 1033.3885987848043 249.83545234799385 198.27673046290874 227.53899472951889 2431.6382357776165 220.45219287276268 652.71673347055912 62093.173100873828 158.64272840321064 423.93179106712341 1942.1535641402006 782.15165010094643 313.50492945313454 8907.8934115469456 3391.0654321312904 72.571379259228706 89.557821378111839 5345.3796334415674 329.49845144152641 548.91766622662544
leaf_count=11856 768 2973 98982 318 17995 4994 9253 40484 249 30474 4445 1377 874 1087 13065 896 2677 253703 715 1899 7993 3223 1680 35889 13657 334 362 21481 1775 2204
internal_value=6.28311e-05 -0.00220544 -0.00168137 -0.0165388 -0.000835721 -0.0070197 -0.0052958 1.9047e-05 0.00120816 -0.00190176 -0.0030404 -0.0114611 0.00791344 0.00239028 -0.00956871 0.0016056 0.00111323 0.00135296 0.0214984 -0.00303768 -0.00584218 -0.00171896 -0.0237132 0.00341054 0.00223145 -0.013697 0.000755608 0.00609236 -0.0292568 0.00136607
internal_weight=140219 47046.3 45386.8 1659.46 39180.2 6206.61 6301.21 32879 93172.8 10557.9 9460.44 1283.22 1097.48 1322.92 4883.69 82614.8 64908.5 62745.9 356.919 575.835 2162.61 8177.21 1083.63 17706.3 12299 386.076 513.49 5407.39 697.553 740.565
internal_count=587682 207057 197716 9341 166714 31002 27248 139466 380625 44080 39519 5822 4561 6081 24921 336545 265269 256380 1589 2579 8889 33697 6762 71276 49546 2014 2261 21730 4748 2972

Tree=40
num_cat=0
split_feature=29 8 8 13 3 34 16 7 7 16 16 8 11 24 7 25 34 35 25 14 35 26 14 25 16 25 4 51 23 27
split_gain=90.8028 56.9373 109.626 65.4235 49.9151 44.8761 43.5064 32.1675 31.4075 27.9804 25.3403 27.1186 21.8079 21.5696 20.7022 19.9432 13.5394 12.7911 12.4567 11.8896 11.4979 14.0958 10.9425 11.4684 10.8035 10.3871 9.8157 9.77837 9.52347 8.45877
threshold=-0.24811669439077375 0.0074744769372046002 0.036101792007684715 -0.74048772454261769 -0.004409077111631631 1.5559740066528323 -0.049640756100416177 0.043984478339552886 -0.045457413420081132 -1.5408351421356199 0.059037040919065482 0.089107710868120207 -0.79237005114555348 -2.1505675315856929 0.014900057110935451 -0.98159673810005177 0.93884050846099865 -1.4452219009399412 -1.6751506924629209 0.014306119177490475 1.2243171930313113 0.3015295416116715 -0.017696349881589409 0.54184868931770336 0.021998924203217033 1.6599462032318117 0.030338710173964504 0.42536069452762609 -0.0018552878173068164 -0.00084564115968532849
left_child=4 6 3 26 14 -5 8 12 16 -10 18 -12 29 17 22 -14 -2 -8 -4 -15 28 -22 23 -1 -9 -26 -3 -24 -16 -6
right_child=1 2 10 5 7 -7 13 24 9 -11 11 -13 15 19 20 -17 -18 -19 -20 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.025381258665908207 0.0023246426182265975 0.0092095879771247509 -0.0035420941535829753 -0.0025851862690094807 0.0066662906566697308 -0.012057550964223597 0.047054801915038427 0.020712938902700661 0.022259151807748019 -0.0028655975240972739 -0.0020245859588239336 0.0021152035781630751 -0.024576810792009768 0.0057238958088293539 -0.0087734368760749859 -0.012468264311093208 -0.0058002632118166631 -0.010039813399197482 0.0037698454822890897 0.0029779507774763216 0.053713454839664457 -0.020533847405093827 0.0084736589247868376 0.011579023581745809 -0.00038714441456402473 -0.050391506158684173 0.030527409839055848 -0.050131037456451255 0.0032055583567214994 0.072307473562947158
leaf_weight=77.595876216888428 15619.278234452009 1239.0527122169733 882.14354208111763 40433.40483944118 15.057698607444765 1884.4471469968557 14.548566892743109 89.648223713040352 162.41008478403091 9126.1685224175453 9658.7169103771448 13886.82933871448 646.38127274811268 10252.223548024893 1177.77598272264 2019.9160458818078 774.99073497951031 486.40398192405701 17056.805824115872 12719.023899495602 25.040105998516083 14.556220591068266 900.982288017869 49.504203021526337 382.81072367727757 15.562740698456762 82.963060885667801 10.367473766207693 299.72401542961597 13.318329364061354
leaf_count=317 63026 5098 3619 174433 65 9207 61 370 667 37853 40223 56284 3831 41797 5567 10175 3123 2000 69614 52020 107 62 3834 203 1585 66 344 43 1340 64
internal_value=0.00012596 0.00044182 -0.000497043 -0.00259638 -0.00726541 -0.003007 0.0020677 -0.0122798 0.000361225 -0.00242629 0.00171137 0.000417003 -0.0148469 0.00393489 -0.00102039 -0.0154037 0.00194056 -0.00838168 0.00341028 0.00420348 -0.00548829 0.026419 0.00550688 -0.0109856 0.00189427 -0.0023406 0.0105474 0.00780697 -0.00634339 0.0374751
internal_weight=140018 134279 85124.4 43639.9 5738.24 42317.9 49155 3182.7 25682.8 9288.58 41484.5 23545.5 2694.67 23472.2 2555.55 2666.3 16394.3 500.953 17938.9 22971.2 1517.1 39.5963 1038.45 127.1 488.022 398.373 1322.02 911.35 1477.5 28.376
internal_count=586998 559369 358822 189082 27629 183640 200547 16156 104669 38520 169740 96507 14135 95878 11473 14006 66149 2061 73233 93817 7076 169 4397 520 2021 1651 5442 3877 6907 129

Tree=41
num_cat=0
split_feature=18 6 17 21 28 28 28 22 1 23 1 23 25 6 17 7 38 7 13 5 45 29 9 6 33 33 25 16 33 25
split_gain=90.3206 57.6197 70.6964 52.669 85.4513 100.452 44.0915 43.6537 32.7498 32.0662 28.9963 28.7794 27.5473 25.2417 25.6299 22.7426 18.7939 16.5744 16.4761 14.7647 13.6566 14.255 12.7476 11.635 10.1024 9.87227 9.28509 9.53911 8.1481 5.00604
threshold=-0.019883931614458557 0.99501240253448497 -0.9409729242324828 -0.20624444633722303 0.011477633845061066 0.0020204392494633798 0.058037035167217262 -0.53756234049797047 -0.0026376470923423763 0.0025260411202907567 0.00047496052866335964 0.11360239237546922 -0.080528717488050447 0.4528979361057282 -0.8667066991329192 0.0033224067883566026 1.0000000180025095e-35 0.084824934601783766 0.3048043698072434 -0.12818725407123563 -0.0038089285371825095 -0.13504596054553983 0.0040040540043264636 1.0184692740440371 0.3683928400278092 -0.39619186520576471 1.5230205655097964 -0.02110129781067371 2.7939054965972905 0.12815055251121524
left_child=7 3 10 4 5 -2 11 8 24 -6 19 -4 -12 18 -15 22 -8 -17 -5 -3 26 23 -10 -22 25 -1 27 -9 -26 -23
right_child=1 2 6 13 9 -7 16 20 15 -11 12 -13 -14 14 -16 17 -18 -19 -20 -21 21 29 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0056604495001602792 0.00077693939662642326 -0.026819313099475384 -0.0068388404678948276 0.0036607794195485104 0.0060180497512813368 -0.0043659825743759687 0.0016808130549306841 -0.063777774362927836 0.014014023891015874 0.0011258051594861174 -0.021460358245343196 0.0087421266601467769 0.07282600715443252 -0.016611542774022891 0.00029470628145742772 -0.015198096896510447 -0.0089823192690838532 0.0048080077304040684 -0.0042018774328659997 -0.062165889676515797 0.0033004511112402703 0.03150521234480462 -0.0078296570307053795 -0.014771780775856457 0.025687262580891018 -0.0057025888780928343 -0.06915586248654057 -0.00588907476703961 -0.044953566334031504 0.098230634726584207
leaf_weight=338.06748741865158 37069.258444160223 71.489294275641441 6743.111594542861 31406.219813331962 9297.4672903120518 21661.693529844284 6753.7120778113604 11.769210413098333 161.35852044820786 10022.442502871156 52.39187103509903 455.60639882087708 14.173146799206732 338.61154152452946 6920.3362122327089 2995.6477494239807 652.53623358905315 156.88610605895519 989.67225952446461 105.07259978353977 1727.1945730596781 10.650571517646314 238.10040761530399 138.53226996958256 65.430904969573021 1481.3873743116856 12.179360717535017 79.263187140226364 6.4584598392248145 6.5291643887758246
leaf_count=1522 151733 417 29027 128492 37992 94980 27545 50 686 41071 291 1905 77 1627 28402 17035 2647 641 4060 594 7341 48 993 673 265 6444 50 334 26 30
internal_value=0.000118279 0.000479098 -0.00304302 0.000923399 1.87305e-05 -0.00111992 -0.00250885 -0.00631932 -0.00909746 0.00348014 -0.0351314 -0.00585272 -0.00138473 0.00270402 -0.000493927 -0.0124935 0.000741325 -0.0142025 0.00342058 -0.0478542 0.00129468 0.00245953 0.000993939 0.00195857 -0.00271961 -0.00359126 -0.0199558 -0.0133733 0.019341 0.0568642
internal_weight=139983 132554 14848.1 117706 78050.9 58731 14605 7429.46 5443.34 19319.9 243.127 7198.72 66.565 39654.8 7258.95 3551.99 7406.25 3152.53 32395.9 176.562 1986.12 1882.91 399.459 1865.73 1891.34 1819.45 103.212 91.0324 71.8894 17.1797
internal_count=586998 550860 62503 488357 325776 246713 61124 36138 27612 79063 1379 30932 368 162581 30029 19355 30192 17676 132552 1011 8526 8092 1679 8014 8257 7966 434 384 291 78

Tree=42
num_cat=0
split_feature=18 9 14 9 17 22 46 17 14 7 49 25 3 24 16 7 21 7 13 45 29 14 21 4 12 5 25 9 35 35
split_gain=80.057 53.4298 91.2644 43.5819 44.848 38.8159 32.3549 30.1729 29.4364 19.1241 17.7651 16.7295 16.673 14.955 20.6055 16.1349 14.2775 13.4842 12.2769 12.0969 12.3807 11.4844 11.4613 10.7836 10.7498 9.86792 9.59109 8.90282 8.78954 7.16139
threshold=-0.019883931614458557 0.047277063131332404 0.082373179495334639 -0.021324904635548588 -0.70371678471565235 -0.53756234049797047 0.062066920101642616 -0.61935451626777638 0.0097981165163218992 0.084824934601783766 -0.36369965970516199 -0.60866516828536976 -0.013393298722803591 0.61349123716354381 -0.031748890876770013 0.44278691709041601 2.2328716516494755 0.014575340319424869 0.0024066332262009387 -0.0038089285371825095 -0.13504596054553983 -0.020836578682065007 -0.18814644962549207 0.0016218039672821762 -0.26547804474830622 0.7704281508922578 -1.4233805537223814 0.0063878686632961043 1.5727466940879824 0.86202219128608715
left_child=5 2 3 10 -5 8 7 -4 12 11 -2 -10 27 14 18 21 -8 -14 -3 23 22 -15 -21 24 -7 -17 -11 -1 -16 -25
right_child=1 13 6 4 -6 19 16 -9 9 26 -12 -13 17 15 28 25 -18 -19 -20 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.030534730066246279 0.0011752014927739684 0.0037926427514515448 -0.010820084973370656 -0.0049664206945434003 0.00015551478619714438 0.013639621369240164 0.0052773921968702585 -0.0039296939849856058 -0.020130938129520274 -0.035825476765445265 0.0039584318602430071 -0.010427520239195831 0.0037415299832043616 0.0079098453289193748 0.005387589204724489 -0.012301415291742623 -0.016933344612069752 -0.005943137153821448 -0.0017932186137155845 0.014007327345066423 0.05263830066022452 -0.0010062731802946642 2.3159145655847433e-05 0.092544340650207266 -0.039114396263012149 0.0080992149446445904 0.011485594538371474 0.04879708758883828 -0.00063234191761314521 0.0027700599088770414
leaf_weight=102.21051858365536 22908.57946754992 2546.5406119972467 2895.0760134905577 7106.3774068802595 45935.316161490977 17.594105705618858 1464.6672567278147 10908.267825305462 949.62283385545015 17.100887477397919 12907.967311605811 1959.5183290764689 816.49612155556679 561.64677846431732 12667.447724640369 91.477057695388794 112.17004758119583 1413.6017120182514 3191.9732756465673 242.50811551511288 17.434046275913715 7025.1209332942963 1623.4872004538774 4.0701921582222012 66.33229972422123 1275.9119916260242 157.47100181877613 5.359583929181098 937.78269052505493 14.942707374691961
leaf_count=548 93093 10251 12559 31154 193919 72 6185 46279 5699 70 52445 10250 3502 2265 51423 368 468 6873 12900 1027 78 28586 6987 18 278 5152 642 28 3813 66
internal_value=0.000110997 0.00045027 -0.000177411 0.000561207 -0.000530708 -0.00595913 -0.00444474 -0.00537487 -0.00858811 -0.0124375 0.00217825 -0.013595 -0.00351022 0.0027624 0.00370085 0.000735071 0.00369741 -0.00239733 0.00068558 0.00121613 0.00231078 -0.000346215 0.00184057 -0.0188121 -0.0280552 0.00673443 0.00685105 -0.0265821 0.00497265 0.0219885
internal_weight=139944 132536 104238 88858.2 53041.7 7407.75 15380.2 13803.3 5421.38 3083.71 35816.5 2909.14 2337.67 28297.9 19343.7 8954.16 1576.84 2230.1 5738.51 1986.37 1883.43 7586.77 1866 102.939 83.9264 1367.39 174.572 107.57 13605.2 19.0129
internal_count=586998 550860 436102 370611 225073 36138 65491 58838 27612 16661 145538 15949 10951 114758 78387 36371 6653 10375 23151 8526 8092 30851 8014 434 350 5520 712 576 55236 84

Tree=43
num_cat=0
split_feature=47 48 6 17 53 50 28 23 44 6 28 28 21 0 8 14 8 25 51 23 1 5 34 49 44 19 6 46 1 46
split_gain=73.6376 65.3147 49.3672 58.7253 40.2511 39.0537 37.0397 37.953 36.3465 53.7624 52.1253 67.9145 36.949 35.9186 25.5319 30.1399 24.0609 21.5377 21.1667 20.7099 16.8107 16.2523 12.8756 12.7305 12.2449 9.41911 10.0254 9.24783 12.0897 9.3322
threshold=-1.256108224391937 0.42183295637369161 0.99501240253448497 -0.9409729242324828 0.77570027112960827 -0.14241953194141385 0.058037035167217262 -0.00034958211472257966 3.7910240888595585 0.26258859038352972 0.011477633845061066 0.0020204392494633798 -0.072956755757331834 0.0028997963527217512 0.034050855785608299 0.011221667751669885 -0.034023819491267197 -0.83321690559387196 -0.22873263061046598 -0.0021424215519800778 0.0001867155733634718 2.6429990530014043 1.4254998564720156 -3.1070351600646968 3.7910240888595585 -0.020041362382471558 -0.12874561548233029 -0.022531763650476929 -0.0073631936684250823 -0.020685431547462937
left_child=1 5 8 4 16 17 7 -5 10 19 11 -2 -11 -12 15 -7 -4 22 -8 -10 -6 -19 -1 25 -16 26 -3 28 -25 -29
right_child=2 23 3 6 20 14 18 -9 9 12 13 -13 -14 -15 24 -17 -18 21 -20 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.015280230052618051 0.0010334958737843339 -0.036350654121223305 -0.0061203496250994598 -0.019563020738211628 -0.027495790515185838 -4.8061978067507951e-05 0.0046356857728098166 -0.0040260589735524122 0.0050603420641903802 0.0036591953646079515 0.0049224487033112906 -0.0028754615405761352 -0.012281331054035892 0.00069097997234988657 0.0066094025146905613 -0.012889071743447627 -0.053781148688921102 -0.0082308626130558147 -0.0019674934768547847 0.012592765872610639 0.062883439869754795 -0.052260602748552314 -0.033558968667524648 0.00040086084518140436 0.053006642579029782 -0.045576622589865154 0.076377312541903886 0.025104984581798301 -0.017188607481341701 0.0030730864120874107
leaf_weight=838.09064177423716 53084.800536945462 5.947455957531929 50.54454879462719 622.84009604156017 11.610575705766676 1782.7856259718537 2944.0044541209936 6202.125014975667 3185.7058787643909 1243.9075671285391 14738.437712341547 22904.863046690822 903.85163992643356 14159.944479495287 679.48808953911066 1043.0058944821358 155.27824369072914 4251.636883482337 4300.5059667676687 2236.6002478152514 20.472702175378799 30.396261364221573 166.2528277784586 608.98111137747765 21.113670140504837 33.989929273724556 5.4361527860164625 70.638113662600517 182.93098546564579 3428.7316816747189
leaf_count=4429 216585 24 305 2889 64 8560 12017 26436 12933 5025 60231 99023 3976 57925 3024 5815 899 20805 17506 9183 108 189 1243 2477 88 138 22 288 749 14042
internal_value=0.000104226 -0.00416959 0.000547551 -0.00277205 -0.0323331 -0.00713596 -0.00227219 -0.00544395 0.000969883 0.00498502 0.0006801 -0.000144745 -0.00304913 0.00284907 -0.00224561 -0.00478771 -0.0420769 -0.0103982 0.000715889 0.00816733 0.0301762 -0.00854341 -0.018306 0.00185853 0.00800765 -0.0297561 0.0174817 0.00219281 -0.00366229 0.00351782
internal_weight=139915 13149.4 126765 14307.4 237.906 8812.77 14069.5 6824.97 112458 7570.07 104888 75989.7 2147.76 28898.4 3526.39 2825.79 205.823 5286.38 7244.51 5422.31 32.0833 4282.03 1004.34 4336.66 700.602 45.3735 11.3836 4291.28 791.912 3499.37
internal_count=586998 61893 525105 60224 1376 44153 58848 29325 464881 31117 433764 315608 9001 118156 17487 14375 1204 26666 29523 22116 172 20994 5672 17740 3112 184 46 17556 3226 14330

Tree=44
num_cat=0
split_feature=18 9 14 6 21 34 22 18 7 7 8 21 34 24 26 13 23 16 24 29 48 23 45 15 27 9 4 12 16 13
split_gain=67.5755 44.7746 77.1947 42.5991 68.8935 37.9772 32.9446 28.5434 28.419 25.948 21.8622 18.6304 18.1034 15.4432 13.7392 15.2207 14.0312 12.5817 12.8069 11.7738 11.1581 11.0027 10.756 12.6499 14.9514 10.5278 9.59114 9.56254 9.41397 8.51143
threshold=-0.019883931614458557 0.047277063131332404 0.080323178321123137 1.3658986091613772 1.6111459732055666 -1.4323611259460447 -0.53756234049797047 0.039503987878561027 0.066792026162147536 0.013856066856533291 0.059202227741479881 0.84256917238235485 1.4154342412948611 -2.252296924591064 1.6263516545295718 0.0055438473355025062 0.16060598939657214 -0.031748890876770013 0.60212892293930065 -0.11124911531805991 0.80370745062828075 0.16060598939657214 -0.0038089285371825095 -0.017040343023836609 -0.00048139467253349716 0.034104272723197944 0.0016218039672821762 -0.26547804474830622 1.2757623791694643 -0.028974468819797036
left_child=6 2 3 5 -5 -2 9 8 -4 13 12 -9 -11 20 17 28 -17 21 -19 -15 -1 -3 26 24 -24 -25 27 -8 -16 -12
right_child=1 14 7 4 -6 -7 22 11 -10 10 29 -13 -14 19 15 16 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.025831772833741586 -0.0042021149664068103 0.00046060098896902384 -0.0060836751374946313 -0.0040022385214103281 -0.047755205909252765 0.0011369855507380384 0.012701807656015092 0.0063990685488050031 0.0013063943500375512 -0.009876462305906988 -0.039825340780775577 -0.010566985044183247 -0.021015063390159468 0.0023588229779074768 0.0069962538986679595 -0.0060337062042051543 0.021278452876773896 0.0047573380336524071 0.0014854130827965202 -0.0261182365552848 0.053168467525592296 0.035840016182505166 0.043506991845041115 -0.0015030303922468277 0.0032751435065395194 0.010343540175571953 0.020574150773482566 -0.037055688061497775 -0.058780817862242624 0.0047171295976876707
leaf_weight=113.6635584384203 5105.1008767783642 6476.473083794117 11842.132226467133 4013.7916430085897 133.87979780137539 79242.610299751163 17.619786098599434 1349.5569409281015 2225.3607035726309 2969.1675812900066 16.090206891298294 281.62818372249603 638.20110703259706 1206.5455316305161 607.28091418743134 1608.4228202402592 70.691301867365837 13080.911834523082 6420.466776445508 54.63369020819664 6.822647586464881 31.799938008189201 56.073045298457146 1411.35374802351 81.714843794703484 333.95795685052872 19.088589385151863 65.944827392697334 7.9353226572275153 384.47469449043274
leaf_count=512 21569 26130 51041 17003 734 329844 72 5654 9084 15663 65 1173 4317 5170 2457 6557 290 53083 26077 274 28 132 228 6159 342 1363 84 278 32 1583
internal_value=9.77891e-05 0.000408936 -0.000165928 0.000521924 -0.00541451 0.000813839 -0.00549195 -0.00404343 -0.00491463 -0.00792604 -0.0103704 0.00346984 -0.0118471 -0.000835434 0.00252515 -0.00192575 -0.00488385 0.00291777 0.00368012 0.00112521 -0.0213583 0.000633468 0.00111449 0.0021455 0.0196476 0.00076376 -0.0177987 -0.0265642 0.00614783 0.00292791
internal_weight=139873 132498 104194 88495.4 4147.67 84347.7 7375.35 15698.7 14067.5 5389.6 4007.93 1631.19 3607.37 1381.67 28304 2294.33 1679.11 26009.7 19501.4 1261.18 120.486 6508.27 1985.75 1883.1 137.788 1745.31 102.653 83.5646 615.216 400.565
internal_count=586998 550860 436102 369150 17737 351413 36138 66952 60125 27612 21628 6827 19980 5984 114758 9336 6847 105422 79160 5444 540 26262 8526 8092 570 7522 434 350 2489 1648

Tree=45
num_cat=0
split_feature=7 7 13 1 1 23 0 16 3 7 24 16 15 16 2 11 31 35 33 28 24 8 16 0 27 45 24 5 27 7
split_gain=68.8286 93.8195 61.0382 63.1495 74.008 38.4027 38.9854 31.6073 31.5458 29.4122 28.168 27.2338 24.162 23.4344 20.8615 19.6392 18.2149 16.8429 16.7183 22.0335 20.6143 15.8962 14.2113 14.0229 10.5636 10.562 13.0967 9.42603 9.0421 8.01474
threshold=0.007972906809300186 0.036901134997606284 0.009677451569586994 -0.0026260424638167019 -0.0026376470923423763 -0.0018552878173068164 -0.053544985130429261 -0.05880076810717582 -0.0045776558108627787 -0.04316392354667186 -1.7245098352432249 0.059037040919065482 0.0055798480752855548 0.010630897246301176 -0.10643826797604559 -0.95885288715362538 0.5189962387084962 -1.4377207756042478 -0.29524216055870051 0.18679834157228473 0.80092868208885204 0.089107710868120207 0.16199326515197757 0.011381861288100483 0.014252469409257175 0.02913149539381266 0.50030854344367992 -1.6332069039344785 0.089672453701496138 -0.11887757480144499
left_child=7 2 5 4 -4 6 -2 9 -5 25 15 18 16 -14 -11 29 -12 -16 20 -20 -3 22 -13 -7 -17 27 -27 -1 -23 -9
right_child=1 11 3 8 -6 23 -8 10 -10 14 12 21 13 -15 17 24 -18 -19 19 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.005090122122395636 0.0096070380281435847 0.0026265763890559765 -0.00014968847106324373 0.0008537809255588964 -0.015155944268985306 0.006501454694103596 -0.0024067544003660178 0.034204433705873817 -0.0047879565968825984 0.011518589477477597 0.0041482744855447055 -0.00048360894561623241 -0.00051907801285003513 0.0075753812472381006 -0.012178307775106716 -0.011842819036433394 0.0099138753812193225 -0.0023339581670247314 0.0060267683564289038 -0.0022939411476563931 -0.0043645266852316515 0.00086407120227963608 -0.0051505004711097317 -0.0033673240134755407 0.012151326276369679 -0.00433285517898329 0.010985665096918758 0.0014360943858694214 0.012887872918345268 0.0035945017504704253
leaf_weight=3334.2406016290188 1026.240580111742 6259.9127493649721 1698.7237093448639 4805.8232310712337 3898.1626621335745 3116.9311644434929 18533.989265456796 34.037314549088478 13851.928643658757 367.01079845428467 13781.504403486848 7137.2464378029108 6832.9353761523962 1586.5762397348881 676.65172953903675 868.00535486638546 2302.1197674721479 8304.4404437690973 7238.7963879257441 1361.1061661094427 2004.6002990975976 13668.484543696046 3501.3432501554489 621.73173081874847 71.495675101876259 1658.183618158102 228.62573659420013 10689.213165193796 228.92963714897633 323.17804747819901
leaf_count=13436 4209 25556 7289 20910 21446 13146 79527 137 60885 1494 56296 29579 27888 6472 2829 3595 9390 34456 29430 5615 8251 55367 14589 2648 293 6712 926 43116 928 1332
internal_value=-7.87361e-05 -0.0010866 -0.00290474 -0.00501157 -0.0106014 -0.000711476 -0.00177644 0.00167718 -0.00333477 0.000168424 0.00315426 0.00100175 0.00361033 0.00100625 -0.00250267 -0.00546378 0.00497353 -0.00307565 0.00285793 0.00470985 0.000930848 -0.00027406 -0.00201956 0.0048603 -0.0100169 0.00173783 -0.0024767 0.00230488 0.00106214 0.00651117
internal_weight=140012 88954 47553.5 24254.6 5596.89 23298.9 19560.2 51058.2 18657.8 25258.4 25799.9 41400.4 24503.1 8419.51 9348.1 1296.72 16083.6 8981.09 16864.4 8599.9 8264.51 24536 10638.6 3738.66 939.501 15910.3 1886.81 14023.5 13897.4 357.215
internal_count=587747 379375 210060 110530 28735 99530 83736 208372 81795 102969 105403 169315 100046 34360 38779 5357 65686 37285 68852 35045 33807 100463 44168 15794 3888 64190 7638 56552 56295 1469

Tree=46
num_cat=0
split_feature=7 7 16 17 28 29 16 16 7 13 34 9 7 33 28 9 29 7 24 19 33 55 24 52 34 33 34 12 29 6
split_gain=60.8331 82.9964 55.5227 51.9935 48.1025 34.085 29.4524 24.0573 20.0677 19.6546 17.6464 17.5396 15.0037 14.7652 19.4575 19.0051 14.7435 14.0526 16.7585 13.4501 14.4245 12.3519 12.3252 11.5971 11.5963 11.0049 11.4312 10.8282 9.17883 8.84549
threshold=0.007972906809300186 0.036901134997606284 -0.29571281373500818 -0.49192175269126887 -0.0035241957521066065 -0.25197094678878779 -0.0094353295862674696 0.059037040919065482 -0.081215556710958467 0.021315465681254867 -1.3324646353721616 0.0069421913940459498 0.015566798392683269 -0.29524216055870051 0.18679834157228473 0.21952403336763385 0.22465253621339801 0.25886073708534246 0.24191207438707354 0.011634381953626873 -0.39371153712272638 0.66909497976303112 -2.3852913379669185 0.038959687575697906 -1.2126160264015196 -0.35285995900630945 -0.087269499897956834 -0.24821089953184125 0.74530851840972911 0.082591433078050627
left_child=6 2 12 4 -4 -5 8 13 19 10 -10 22 16 15 -15 -3 -2 18 -9 21 -21 -1 -8 -14 -11 26 -13 -24 -19 -27
right_child=1 7 3 5 -6 -7 11 17 9 24 -12 25 23 14 -16 -17 -18 28 -20 20 -22 -23 27 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0021088284757328759 -0.012995939009552605 4.2790970155826526e-05 -0.00015580709385140261 -0.0095207556994144713 -0.0075918265301196577 -0.0010409764945257961 -0.013232677588180069 0.0012069498173337154 -0.0024750448486544089 -0.012887882626535721 0.0020313970951743245 0.0078986121978407292 0.017503576286196851 0.0056629488739830232 -0.0021568853490022627 0.010823108996898817 0.0071797702028398355 0.0013879142299889049 -0.0025319619817910075 0.029484254969886201 -0.0017614026267974527 0.0060410098077379485 0.010884065463176133 -0.0043615622915745677 -0.0022772602001821722 0.0079696572548006543 -0.0051688884917569736 0.0051361481534148989 0.0087412128272631572 0.0014566649293592917
leaf_weight=10543.853640958667 169.02305813133717 7627.3108884990215 4157.8021484315395 1820.0546948239207 12690.841182015836 27342.499809339643 105.82672399282455 6996.3386882245541 4188.374055236578 391.83100068569183 12358.118094928563 305.1047026515007 655.12561379373074 7241.5374988019466 1360.7510936260223 637.96189613640308 570.46650351583958 5587.5571655780077 11263.50199227035 54.152620375156403 2990.105029091239 3954.4720101952553 1982.7554573714733 100.75732032954693 6908.3706690818071 1192.3189012408257 1146.9417453110218 2913.821314021945 686.16541019082069 2026.7590883523226
leaf_count=42525 740 31241 17318 9583 58843 117994 454 28720 17198 1650 50559 1258 2759 29430 5615 2566 2392 22566 46410 218 12050 15972 8175 431 28584 4838 4681 11924 2767 8286
internal_value=-7.41867e-05 -0.00102214 -0.00273349 -0.00310328 -0.00575681 -0.00157021 0.00157633 0.000941593 0.000879693 -0.000253461 0.000890692 0.00455698 0.00864453 0.0026859 0.00442597 0.000874879 0.00256826 -0.00025767 -0.00109938 0.00242006 -0.00120559 0.00318135 0.0070258 0.014589 -0.00284677 0.00191307 -0.00242314 0.00746363 0.00219215 0.00386902
internal_weight=139971 88907.7 47506.6 46011.2 16848.6 29162.6 51062.8 41401.1 41389.3 23846.7 16546.5 9673.53 1495.37 16867.6 8602.29 8265.27 739.49 24533.6 18259.8 17542.6 3044.26 14498.3 5002.4 755.883 7300.2 4671.12 1452.05 4896.58 6273.72 3219.08
internal_count=587747 379375 210060 203738 76161 127577 208372 169315 168756 97991 67757 39616 6322 68852 35045 33807 3132 100463 75130 70765 12268 58497 20553 3190 30234 19063 5939 20099 25333 13124

Tree=47
num_cat=0
split_feature=7 7 13 1 1 6 20 2 6 24 11 16 16 35 9 47 15 28 7 16 12 15 1 7 46 25 46 3 31 47
split_gain=53.8745 67.6689 57.1732 52.9058 68.1643 42.3146 38.6596 32.8762 24.4432 24.2027 27.6686 21.4556 21.2524 20.327 13.2421 19.2868 14.3133 12.9359 12.7683 14.671 12.5893 12.5958 12.203 13.0606 12.8412 10.3607 10.0693 9.95441 9.25762 8.46824
threshold=0.0045335292816162118 0.036901134997606284 0.009677451569586994 -0.0026260424638167019 -0.0026376470923423763 6.0548003602889373e-05 0.037972055375576026 0.082955874502658858 0.58021259307861339 -1.36272257566452 -1.0581282973289488 -0.0094353295862674696 0.059037040919065482 -0.29889956116676325 0.04899996146559716 -0.5827713906764983 0.14281367510557177 1.5466341376304629 -0.040839007124304764 0.00062136029009707283 -0.27347439527511591 0.026059483177959922 -0.0042979763820767394 -0.13328737020492551 0.15577694773674014 -0.15203773975372312 -0.010783497244119642 -0.0062283643055707208 0.043359326198697097 0.76390226185321819
left_child=9 2 5 4 -4 6 -2 -5 -7 10 17 22 20 25 16 -16 -14 27 26 -20 21 -3 24 -24 -11 -13 -12 -1 -22 -15
right_child=1 12 3 7 -6 8 -8 -9 -10 11 18 13 14 29 15 -17 -18 -19 19 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029178068146986295 -0.0021808018129196925 -0.00084038623058718903 0.00020693566019947305 -0.0032462580203602267 -0.01375480674602894 0.0078996911548125989 0.008549306316044723 0.014025546636348644 -0.0014790508729297348 0.0024146626897566317 -0.0087761020157211336 0.0045556098647464337 -0.0002981004005528424 -0.00034274939798241216 0.0062739946038183284 -2.0973644895805571e-05 -0.0046085641236962068 0.057986811358854438 -0.010842966318539447 0.0079373388830760363 0.0012119225337056476 -0.018240220167430477 0.0027700408035668065 -0.0010133220453114023 0.028109782400794342 0.010510122401223522 -0.00031512667782420783 0.057776006174472649 0.0041615433877169178 0.0057515217412551639
leaf_weight=2330.1028607487679 19297.755361802876 872.87065941095352 1832.4624162465334 19446.478777728975 4021.712896861136 3097.4622904062271 1289.5679475069046 405.00555966794491 1477.6255039274693 17636.309504434466 646.12821227312088 1952.1490613222122 11318.535310998559 2475.5693549215794 2312.9729395061731 7226.6525450646877 3673.3235096037388 15.617207914590834 1399.1951121389866 167.6934784501791 6510.6439406275749 180.79671505093575 4826.7896191179752 10282.206843495369 70.296737238764763 2281.2690557688475 2340.8155936598778 11.969055682420729 9305.8385714441538 1227.9953024238348
leaf_count=9444 82718 3641 7857 85283 22156 12992 5343 1711 6318 71472 2613 8007 46502 10101 9391 29301 15269 63 5847 692 26476 751 19508 42220 285 9297 9476 49 37984 4980
internal_value=-6.98575e-05 -0.000916008 -0.0023819 -0.00437205 -0.00938453 -0.00034878 -0.00150868 -0.00289388 0.00487062 0.00156815 -0.00171491 0.00212494 0.00088506 0.00492429 -0.000242252 0.0015053 -0.00135426 0.00356107 -0.00444648 -0.00883304 0.00252432 -0.00382599 0.00144788 0.000195328 0.00251667 0.00776433 -0.00214538 0.00319816 0.00294737 0.00167794
internal_weight=139934 92269.7 50868.1 25705.7 5854.18 25162.4 20587.3 19851.5 4575.09 47664.1 6911.52 40752.6 41401.6 7936.98 24531.5 9539.63 14991.9 2357.69 4553.83 1566.89 16870.1 1053.67 32815.6 15109 17706.6 4233.42 2986.94 2342.07 15816.5 3703.56
internal_count=587747 393693 224378 117007 30013 107371 88061 86994 19310 194054 28184 165870 169315 32385 100463 38692 61771 9556 18628 6539 68852 4392 133485 61728 71757 17304 12089 9493 64460 15081

Tree=48
num_cat=0
split_feature=17 19 48 7 7 19 11 0 21 54 16 25 6 11 55 21 45 47 55 7 5 23 24 46 25 16 25 16 35 24
split_gain=50.3464 37.4008 37.1037 29.2127 29.0805 38.7951 26.433 21.8732 24.3203 29.6108 20.4287 19.7266 19.686 16.7605 16.6295 15.7242 14.9294 14.1729 13.9745 13.6974 17.3751 13.063 11.7426 9.42735 11.2216 8.98632 8.91157 7.80113 6.65715 6.1859
threshold=-0.48803149163722986 -0.022945123724639412 -1.8694132566452024 0.0045335292816162118 0.036319512873888023 0.047909354791045196 0.080342933535575881 0.021016929298639301 -0.20624444633722303 2.7038075923919682 -0.013254805468022822 -0.050124067813158028 -1.2562590837478635 1.0648040175437929 -1.1450063586235044 0.050592157989740379 -0.00057513813953846682 1.0000000180025095e-35 -0.63368642330169667 0.039431510493159301 -0.79794338345527638 -0.0023518715752288695 -0.88231047987937916 0.0018404556321911516 1.0028847455978396 0.050428185611963279 2.0781266689300542 -0.0058864140883088103 -0.619022637605667 -0.12447091937065123
left_child=2 6 12 10 5 -5 23 8 9 -3 22 17 21 -10 -12 -13 28 -9 -6 20 -14 27 -4 26 -25 -18 -2 -1 -8 -21
right_child=1 7 3 4 18 -7 16 11 13 -11 14 15 19 -15 -16 -17 25 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.029048991220751188 -0.00050919380996387919 1.8123988224165486e-05 -0.0029380233918061341 -0.0046873670323943619 0.002385951676060117 0.0079910936514606228 0.089337434805217594 -0.011316023186973603 0.0028368692966275195 0.011077904640421271 -0.0046480034250213024 0.0038565791093721296 -0.0043725621071020945 -0.00046993658824888608 0.0071726723273438523 -0.005077240635029694 -0.019793440886332739 -0.002399004618987123 -0.0017153014822641776 0.034522956294845704 -0.018948686932603702 0.060799752216586511 0.0010059040314855483 0.074466222136987156 -0.03611460685060832 0.027295812049352535 -0.041330552643434201 -0.0043377228812933478 -0.0038535970474601949 3.3697268565607178e-05
leaf_weight=33.373939678072929 1026.7004217877984 44696.904799699783 4056.1228016167879 16497.30281214416 4597.4964470416307 917.15552175045013 2.7848002165555945 1200.5365749001503 32410.440719261765 888.81388984620571 515.16188116371632 1932.2794546931982 431.44981214404106 6650.0582619011402 2545.323186904192 1120.5414447784424 701.73896799981594 1378.4849501103163 8559.0636602640152 25.224127814173698 926.85895299911499 16.224132895469666 8236.5601287782192 12.090269811451437 4.545832246541976 14.899275586009024 19.620174653828144 102.80601565539837 304.69240160286427 72.619996145367622
leaf_count=148 5015 187175 16555 72459 18844 3850 12 5083 132602 3587 2100 8006 2216 27337 10597 4679 4007 5678 35330 111 6027 72 33675 73 25 87 88 474 1500 335
internal_value=-6.5817e-05 0.000750713 -0.00165249 -0.00133876 -0.00241117 -0.00401964 -0.00719001 0.000934289 0.00117519 0.000233764 0.000796611 -0.00268643 -0.0106096 0.00227388 0.00518293 0.00057741 -0.0140692 -0.00654988 -0.000282138 -0.0127569 -0.0143188 0.0099076 -0.000295444 -0.000562164 0.0442499 -0.0188144 -0.00127466 0.00384444 -0.00300957 0.008925
internal_weight=139898 92365.1 47532.7 45924.2 30571 17414.5 2087.07 90278.1 84646.2 45585.7 15353.2 5631.84 1608.56 39060.5 3060.49 3052.82 1024.12 2579.02 13156.6 1456.15 1358.31 152.404 12292.7 1062.96 16.6361 716.638 1046.32 136.18 307.477 97.8441
internal_count=587747 384954 202793 193410 130483 76309 10807 374147 350701 190762 62927 23446 9383 159939 12697 12685 5606 10761 54174 8689 8243 694 50230 5201 98 4094 5103 622 1512 446

Tree=49
num_cat=0
split_feature=9 9 34 11 34 48 8 5 3 9 24 48 7 5 31 46 4 43 45 12 25 12 45 7 51 17 25 39 26 21
split_gain=45.11 79.9607 66.5096 39.1877 40.4027 36.9087 33.4336 20.2329 16.696 13.8345 13.9544 12.2889 12.5232 10.4864 14.7041 12.6404 14.1091 12.3821 10.9756 10.5128 11.5773 10.334 10.1365 10.0599 11.6969 10.3683 10.033 7.673 4.68302 8.3655
threshold=-0.021324904635548588 0.021101565100252632 1.5559740066528323 0.60747498273849498 -1.4323611259460447 1.1855819523334505 0.036101792007684715 1.6042143106460574 -0.0043968558311462394 0.3721353560686112 -2.1505675315856929 -2.2512876987457271 0.44278691709041601 0.70510289072990429 0.49556037783622747 -0.0041784720961004487 -0.0041652910877019158 4.4350991249084482 0.02913149539381266 -0.19409818202257154 0.098546627908945097 -0.18348688632249829 0.045849537476897247 0.12960033863782885 -0.1601210609078407 -0.9409729242324828 0.67475450038909923 1.0000000180025095e-35 0.255076214671135 -0.087034691125154481
left_child=13 2 3 4 -2 8 -5 9 -4 10 -3 26 -13 14 15 18 -17 23 -1 20 -16 -21 -7 25 -25 -15 -9 -11 -19 -30
right_child=1 7 5 6 -6 22 -8 11 -10 27 -12 12 -14 17 19 16 -18 28 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010987959117744943 -0.0078773068594745425 -0.0093431526367983159 -0.034414148513185555 -0.0073619099658284448 -0.00049519668914563394 0.015575171829968589 -0.0010305880378661569 0.057336955051885595 -0.013671157945352405 -0.036564720296368224 0.0014879234770650705 -0.003794752857407472 0.003296574554062401 -0.085534164225633619 0.0046856777284350528 0.0040574158140250019 -0.016195633322616525 -0.01627969746633558 -0.0044635295393397455 -0.010876469617039333 0.014376326227254701 0.0036847707777846305 0.076870221147590567 0.0058083980971250565 -0.0030169255486316533 -0.0059179746215725047 -0.039171727934043409 0.0052495147423760515 -0.0079024122079989906 -0.083910270015587998
leaf_weight=21511.794447615743 2852.7568017095327 433.88407245278358 153.43307154625654 7369.4724869579077 41440.471907861531 86.265002027153969 5067.1445429176092 20.807395383715633 1559.8661741614342 15.861603319644926 32831.113924369216 4365.4509475976229 1128.2297385185957 5.9275774806737891 1132.3207485675812 6826.4528906643391 126.11656868457794 40.553968861699104 1357.6781056821346 184.58621209859848 729.90313363075256 3547.9241207540035 10.945056170225142 1013.9367745369673 1158.2173886448145 893.67007280886173 4.7662108838558188 3979.0839175879955 9.1816256195306796 12.059902936220167
leaf_count=87303 13659 1767 1433 33172 178180 363 21221 88 8439 67 134138 17917 4554 26 4618 27814 517 168 5535 751 2967 14424 46 4094 4695 3649 20 16032 37 53
internal_value=-6.20094e-05 -0.00072666 -0.00216755 -0.00180626 -0.00097065 -0.0134882 -0.00478229 0.0012451 -0.0155288 0.00174731 0.00134665 -0.00214525 -0.00233842 0.00168485 0.0019792 0.00144967 0.00369003 -0.00164202 0.000768581 0.00480178 0.00848395 0.00296466 0.0224765 -0.00110707 0.00110263 -0.00644258 0.0393504 0.00508349 -0.0282337 -0.051056
internal_weight=139870 101320 58540.4 56729.8 44293.2 1810.51 12436.6 42779.2 1713.3 37259.9 33265 5519.25 5493.68 38550.3 35416.8 29822 6952.57 3133.55 22869.5 5594.73 1862.22 3732.51 97.2101 3071.75 2172.15 899.598 25.5736 3994.95 61.7955 21.2415
internal_count=587747 431096 256513 246232 191839 10281 54393 174583 9872 152004 135905 22579 22471 156651 143929 121169 28331 12722 92838 22760 7585 15175 409 12464 8789 3675 108 16099 258 90

Tree=50
num_cat=0
split_feature=34 6 6 17 20 22 6 23 1 6 17 17 7 0 21 25 34 7 6 8 46 17 25 7 7 35 45 23 18 18
split_gain=48.246 65.9547 35.3948 43.8934 37.8181 36.9563 45.9263 124.858 22.5259 20.9351 20.5012 17.8006 17.1631 16.9487 17.8435 16.6674 16.0702 14.4847 13.7941 13.6466 12.5765 11.5394 11.283 11.1208 10.6082 10.3947 10.1906 7.66293 10.3341 6.10979
threshold=1.5559740066528323 6.0544911320903345e-05 0.99501240253448497 -0.9409729242324828 -0.030782723799347874 -0.42492534220218653 6.0548711189767353e-05 -0.0018641663482412694 0.0018785257125273349 0.32004706561565405 0.82732996344566356 0.23904046416282657 0.0051615408156067142 -0.074551809579133974 -0.024927969090640541 -0.11108210310339926 1.5684004426002505 0.019999148324131969 0.32004706561565405 -0.11118129268288611 -0.0069768454413861028 -0.88097131252288807 -0.98159673810005177 0.027214235626161102 0.036901134997606284 1.6185941100120547 0.050698401406407363 -0.00016818805306684223 0.060966584831476218 -0.020567901432514187
left_child=2 10 5 8 17 6 7 -1 12 -8 15 -6 -4 19 -15 23 18 -5 21 -7 24 -3 -10 -2 -12 -17 -20 -18 -29 -22
right_child=1 16 3 4 11 13 9 -9 22 -11 20 -13 -14 14 -16 25 27 -19 26 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00025835276444838664 -0.035204588804443923 0.076143335536240669 -0.018020788968551471 -0.0068391297185015623 -0.0029747317053241901 -0.010590229953381327 0.0032457849107707464 -0.0070881838234607029 -0.024077743211165591 0.0001568145896976532 0.12134743979295964 0.0016520466909438725 -0.05398285700471317 0.0031063452776225972 0.00048651684849907508 -0.0068157053149799909 -0.0031966683755296653 -0.026937887367154294 -0.0098115404338853449 0.014383000191805495 0.027037710956317611 0.00028583836298409321 0.03766460884277148 -0.01779541007375942 -0.002839052132352555 -0.022857349590144627 0.012405236098366105 0.0090384367191087625 -0.024405718662607188 -0.0080936818033206064
leaf_weight=39658.721500724554 308.88329160958529 7.2725640684366217 90.092353299260139 232.85985806584358 9655.4173785895109 90.10937936604023 15136.653542309999 10542.106200791895 18.86323294043541 16518.077172860503 6.0790559574961645 4338.6359855681658 101.71601836383343 20749.934313282371 17049.134092889726 362.17721860855818 346.64071398973465 289.64976923167706 1258.2289333939552 626.16155625879765 23.863303378224373 983.18863785266876 24.487022623419762 230.79084835201502 4.1781968027353287 242.97485106438398 78.992062240839005 740.14382712543011 34.826021894812584 70.385652080178261
leaf_count=162616 2386 31 549 1068 40484 361 62198 51433 107 68642 40 18171 611 84607 70350 1988 1407 1524 5466 2524 214 4127 133 1261 20 1529 332 2993 141 374
internal_value=1.75095e-05 -0.00595936 0.000225343 -0.00254859 -0.00213203 0.000565295 -0.000155858 -0.00128441 -0.0282632 0.0016339 -0.0177711 -0.00154027 -0.0370915 0.00209794 0.00192468 -0.0200933 -0.00168115 -0.0179807 -0.00452401 0.0112413 0.00766793 0.00084283 0.0107983 -0.0277596 0.0707612 -0.0132566 -0.00849916 0.00421866 0.0075355 0.000801388
internal_weight=139821 4698.63 135123 14751.7 14516.6 120371 81855.6 50200.8 235.159 31654.7 1249.33 13994.1 191.808 38515.3 37799.1 1144.83 3449.29 522.51 2327.68 716.271 104.506 990.461 43.3503 539.674 10.2573 605.152 1337.22 1121.61 774.97 94.249
internal_count=587687 22309 565378 62647 61247 502731 344889 214049 1400 130840 7812 58655 1160 157842 154957 7164 14497 2592 9956 2885 648 4158 240 3647 60 3517 5798 4541 3134 588

Tree=51
num_cat=0
split_feature=34 6 6 12 17 53 21 6 6 28 6 17 7 7 21 0 31 34 33 26 8 17 9 9 21 8 49 2 27 1
split_gain=42.7944 59.1588 31.307 40.5372 34.5722 37.4875 32.8273 43.3527 97.3317 28.6895 22.5205 18.4157 15.6195 15.3844 14.6184 18.641 14.9207 14.2103 15.1178 13.6466 13.3559 12.2323 11.06 8.84715 8.03065 7.75323 7.85764 7.1431 7.0995 6.63258
threshold=1.5559740066528323 6.0544911320903345e-05 0.99501240253448497 -0.27979271113872523 -0.9409729242324828 0.77570027112960827 -0.20624444633722303 6.0550280977622613e-05 1.0000000180025095e-35 0.028931924141943458 0.24371179193258288 0.82732996344566356 0.030544045381248001 0.019999148324131969 -0.024927969090640541 -0.074551809579133974 -1.4225741624832151 1.5684004426002505 -0.38687506318092341 -1.3190745711326597 0.020712325349450115 -0.88097131252288807 -0.0029678954742848869 -0.043812487274408334 -0.0044557107612490645 0.049086296930909164 1.4254323244094851 0.011307211592793466 0.0033377642976120119 -0.0013754856190644202
left_child=2 11 6 13 5 -5 7 8 -1 -6 -9 12 20 24 16 -16 -8 18 19 -3 -2 -20 -15 27 -4 26 -13 -19 -25 -14
right_child=1 17 3 4 9 -7 14 10 -10 -11 -12 25 29 22 15 -17 -18 23 21 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00023875923579715376 -0.011302877341074172 0.020720597565440174 -0.0036329735616634756 -0.035911814900924051 -0.0052821192385622421 0.033384887001010534 -0.0016099658551772783 0.004012168699673445 -0.0059222671013221375 0.00050445901968426069 0.00046700520871606585 0.002519835203590645 -0.021105376113642469 -0.0028613679603388246 0.010484602826314939 0.00030023912333150229 0.0034681741281546901 0.08193134691633179 0.043433564402762206 -0.023306223999731139 -0.029241335569784106 -0.0030441686246739379 -0.031300529368706267 -0.00095463047570551712 -0.062934129622639001 -0.045895629871497513 0.042723241743567279 0.0045512487037549692 0.008738530538966359 -0.0041809147420126102
leaf_weight=38622.80180183053 207.47275100648403 28.643395841121674 212.51510265469551 185.82112295925617 4600.2566484063864 33.111489251255989 2323.9887256324291 9841.0244809240103 12130.229360111058 9361.1644509881735 18724.463762149215 73.060419097542763 120.52285058796406 59.789787754416466 671.17769251763821 17961.379248708487 20084.137111477554 9.3883213400840777 20.589570924639702 220.09141930192709 533.98683749884367 2055.7819253951311 278.72216807305813 620.16183970868587 8.5518706142902357 9.0656991153955442 23.01416876912117 7.9157082289457312 484.55994319915771 270.33981955051422
leaf_count=158362 1188 125 972 1146 20054 176 9440 40246 57936 38473 77668 460 674 278 2702 74293 82084 38 92 1000 4062 8739 1501 2510 47 39 149 32 1961 1240
internal_value=1.62414e-05 -0.00562152 0.000211732 -0.00239825 -0.00177319 -0.0254313 0.000531366 -0.000181403 -0.00123376 -0.00140221 0.00168834 -0.016875 -0.0191054 -0.0182378 0.00190892 0.000667098 0.00294151 -0.0015817 -0.00425781 -0.0182363 -0.0242219 -0.00258329 -0.0262775 0.00396385 -0.00592701 0.00714535 0.0121504 0.0465339 0.00329704 -0.00939959
internal_weight=139784 4684.59 135099 14739.9 14180.4 218.933 120359 79318.5 50753 13961.4 28565.5 1237.46 1132.32 559.579 41040.7 18632.6 22408.1 3447.13 2325.11 248.735 741.46 2076.37 338.512 1122.03 221.067 105.14 96.0746 17.304 1104.72 390.863
internal_count=587687 22309 565378 62647 59849 1322 502731 334212 216298 58527 117914 7812 7164 2798 168519 76995 91524 14497 9956 1125 5250 8831 1779 4541 1019 648 609 70 4471 1914

Tree=52
num_cat=0
split_feature=48 17 28 17 21 6 3 7 51 51 11 33 35 6 13 35 28 47 17 5 6 27 45 28 50 17 2 35 11 8
split_gain=37.2917 25.8868 34.8848 24.8687 24.7343 30.9024 24.468 27.9923 21.8988 21.3603 18.9278 20.4265 17.5639 17.1332 15.7426 21.3151 20.7005 14.1661 13.2663 12.3801 11.852 10.5038 12.3888 10.3628 10.2427 9.62471 9.57358 9.28657 9.13064 8.36584
threshold=-1.8694132566452024 -0.55380511283874501 -0.41637296974658961 -0.89923131465911854 0.26814436912536627 0.42046578228473669 -0.004409077111631631 0.02665097359567881 0.53403377532958995 -0.31610444188117975 -0.20829007774591443 -0.32231359183788294 1.2727755904197695 -1.1885856986045835 -0.32953470945358271 -1.4763363003730772 0.81207770109176647 -0.5827713906764983 0.59568029642105114 0.23077539354562762 -0.92855474352836598 -0.012416924349963663 -0.03038146253675222 0.0073975927662104377 0.3405092209577561 1.8765831589698794 -0.0012217860203236339 1.4598517417907717 -0.98275473713874806 -0.034023819491267197
left_child=6 2 3 13 8 -6 18 19 -4 10 12 -12 -3 -2 16 -16 -11 -5 20 -8 26 28 -23 24 -9 -21 -1 -25 -20 -22
right_child=1 9 4 17 5 -7 7 23 -10 14 11 -13 -14 -15 15 -17 -18 -19 21 25 29 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0088932731427713279 0.056534823132149525 0.00067359122166975294 -0.001571507299744435 0.02510990832156567 -0.0022709566145466919 -0.017505983868240808 -0.009852967682816292 -0.012837266205045847 0.004024671421450127 0.0033459011127176959 -0.011853992278245025 0.010753275107544953 0.097494079257080341 0.017682902520464932 -0.009203972575194775 0.00069592452393096339 0.054469634689842977 0.0019299934888712688 0.0048469792937571223 -0.023316717499728641 0.0098124531310232847 0.1713069700764922 0.014143542709695069 0.0025385151388605332 0.0031819409324584072 0.0021888106820438413 0.094171736419261284 0.030389657477778644 -0.050875294327944603 -0.0066966882056538335
leaf_weight=185.46242986619473 57.118082642555237 1046.7178182825446 30424.823848806322 110.05151879787445 1300.8048691898584 758.94464765489101 811.15252936631441 287.71790471673012 2744.3959849029779 7019.8816545158625 1271.3306304067373 162.24100990593433 6.7888671755790702 143.57077234983444 789.86962735652924 89232.035668425262 28.628960400819778 690.00644867122173 28.224796310067177 585.3023564517498 122.91830715537071 1.8177898079156865 269.78681293874979 144.37693473696709 287.05197796225548 58.594631746411324 4.8633992969989768 61.440784193575382 16.940114304423332 1093.7646893411875
leaf_count=812 281 4563 128585 441 5421 3876 4999 1714 11331 28547 5987 670 29 690 3405 368404 115 2766 119 4338 508 8 1321 671 1513 364 22 274 75 5838
internal_value=1.50687e-05 0.000182437 -0.00119086 0.00985564 -0.00150466 -0.00788452 -0.00572478 -0.00986645 -0.00110848 0.000682191 -0.00480837 -0.00929547 0.00129751 0.0287406 0.000822867 0.000609061 0.00355355 0.00511849 -0.000353291 -0.0147839 -0.00285081 0.01074 0.0151954 -0.000700064 -0.00483694 -0.0209957 0.0110724 0.0108526 -0.0160529 -0.00502881
internal_weight=139747 135787 36229.7 1000.75 35229 2059.75 3959.42 2235.64 33169.2 99557.5 2487.08 1433.57 1053.51 200.689 97070.4 90021.9 7048.51 800.058 1723.78 1455.05 1407.01 316.77 271.605 780.588 574.77 643.897 190.326 205.818 45.1649 1216.68
internal_count=587687 565111 153391 4178 149213 9297 22576 13873 139916 411720 11249 6657 4592 971 400471 371809 28662 3207 8703 9701 7180 1523 1329 4172 3227 4702 834 945 194 6346

Tree=53
num_cat=0
split_feature=47 9 9 17 28 21 28 17 17 8 13 35 28 5 6 9 49 1 51 47 9 29 46 50 33 21 29 11 5 33
split_gain=30.6571 29.9323 32.9097 23.2321 29.8093 26.0713 28.1921 22.9432 22.5257 21.5725 17.5228 19.6181 18.2117 17.0336 16.4551 16.1823 16.1276 15.9931 14.3052 13.8998 12.9278 14.4724 12.3819 11.3076 11.0868 10.2185 9.95013 8.50395 6.80526 2.05688
threshold=-1.256108224391937 0.034104272723197944 -0.015257265418767927 -0.55380511283874501 -0.38811133801937098 0.29690591990947729 0.46106547117233282 -0.89923131465911854 0.14203523844480517 -0.050118966028094285 -0.32953470945358271 -1.3506662249565122 0.81207770109176647 1.368694067001343 6.0543838117155253e-05 -0.072454351931810365 -0.72152602672576893 0.0055678798817098149 -0.31901425123214716 -0.5827713906764983 1.8047060370445254 -0.21394111216068265 0.0016893055872060361 -1.1661791801452634 0.16549905389547351 1.2277988195419314 -0.071069013327360139 1.0648040175437929 -1.5031422376632688 -0.37663476169109339
left_child=1 2 22 4 7 9 -7 16 14 -6 12 15 25 -13 -4 -12 -2 -10 27 -9 21 -20 26 -24 -22 -5 -1 -3 -14 -29
right_child=3 18 8 10 5 6 -8 19 17 -11 11 13 28 -15 -16 -17 -18 -19 20 -21 24 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0025834408817726148 -0.022530143768304926 0.0061407270225754653 -0.010405388324050651 0.0027573496889275787 0.0028125212934113726 -0.0053479151625939331 -0.027002367067227775 0.026392213306691625 0.0011408385750949332 -0.0016214857891324018 0.00067960040405828459 0.0010574998788830182 0.099738768073817125 -0.0019170514207048628 -0.0036072937283178185 -0.0062171527260667997 0.032788942860504773 -0.016408533765359494 0.012961563998217209 0.0017901628904532249 0.04732947832194033 0.00083274808180082416 0.059678563797068193 0.01047157884401146 -0.039115961380826694 0.010663715996440408 -0.0048629226234639849 -0.050750593887837536 0.033699188671868496 -0.10234188743553958
leaf_weight=1897.4056207537651 21.176206201314926 6.2666467726230648 3750.3938384056091 6130.7475036680698 4660.4785387516022 1695.2176095992327 248.11774049699306 93.121780544519424 1795.5028985738754 25915.548028610647 2227.2205156087875 73767.427668973804 7.7432737350463894 7649.1708347350359 1947.4146944656968 2721.1313197314739 182.30593711137772 208.67039926350117 450.36425639688969 736.88863526284695 39.574609845876694 1658.0576668828726 18.169922173023224 224.95356909930706 6.1743291467428199 650.97470933198929 979.51361811161041 4.7742275893688211 20.461350902915001 6.6669363081455204
leaf_count=7830 102 27 21266 24934 18796 7486 1336 373 9047 109479 8979 304640 31 31631 8949 11296 890 996 1847 2954 159 6802 75 943 25 2630 4034 20 82 28
internal_value=1.40593e-05 -0.0027615 -0.00405158 0.000298649 -0.00105512 -0.00137394 -0.00811267 0.0089767 -0.00615748 -0.000945643 0.000786149 0.000555099 0.00371638 0.000778038 -0.00808191 -0.00311297 0.0270319 -0.000686366 0.00366668 0.00455035 0.00410817 0.00342349 0.00114694 0.0141491 0.0356627 0.00351628 4.81544e-05 -0.0500412 0.0518296 -0.0808136
internal_weight=139722 12993.9 10822 126728 33552.9 32519.4 1943.34 1033.49 7701.98 30576 93174.9 86365 6809.93 81416.6 5697.81 4948.35 203.482 2004.17 2171.88 830.01 2154.17 2108.42 3120.04 243.123 45.7489 6781.72 2876.92 17.7078 28.2046 11.4412
internal_count=587687 62048 53140 525639 141416 137097 8822 4319 40258 128275 384223 356546 27677 336271 30215 20275 992 10043 8908 3327 8833 8649 12882 1018 184 27564 11864 75 113 48

Tree=54
num_cat=0
split_feature=34 6 6 28 21 18 6 6 44 6 20 21 33 21 1 18 25 6 9 0 24 18 13 28 1 31 24 45 18 1
split_gain=35.6855 49.6021 26.9051 34.0578 37.2568 35.9952 28.4024 83.3235 52.0046 32.4824 28.8106 22.5902 22.5752 22.2608 21.9062 13.1855 13.0533 12.4499 17.8696 11.8761 11.4365 12.4475 11.4258 11.4077 10.4288 10.3544 9.87668 8.89609 7.45558 9.69231
threshold=1.5559740066528323 6.0544911320903345e-05 0.99501240253448497 0.028931924141943458 1.6111459732055666 -0.018447992391884323 6.0548711189767353e-05 1.0000000180025095e-35 3.7914838790893559 0.2529620230197907 -0.012758909258991478 3.1571753025054936 -0.31997647881507868 1.2277988195419314 -8.2872167695313679e-05 0.060966584831476218 -0.11108210310339926 0.32004706561565405 0.056463154032826431 8.9672281319508343e-05 0.055584650486707694 0.0065624334383755931 0.040663931518793113 0.0028332605725154285 0.0078032505698502072 1.2458770871162417 0.092804204672575011 0.038464112207293517 -0.017025754787027832 -0.0012494370457716284
left_child=2 16 6 5 15 23 7 11 -9 10 -8 -1 -7 -11 -6 -5 20 19 27 24 21 -2 -21 -4 -3 -20 -22 -19 29 -18
right_child=1 17 3 4 14 12 9 8 -10 13 -12 -13 -14 -15 -16 -17 28 18 25 22 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051155386461220181 -0.033354285651543317 0.0015383561152756875 0.010297386653285744 0.00019199490396767127 -0.033931378149006944 0.00093031547969583419 0.0055832585724466966 -0.0053388474902142657 0.025575406209439759 0.0007055486639044457 0.00058716873186137782 0.010674343553419128 -0.0079103143936114905 -0.009081850452257954 -0.0057670038590365768 0.013405770064406528 -0.011124372929121948 -0.011768439246129442 0.0091274855381711251 0.096204184088692593 0.053117549323123181 0.072461250359318261 0.0068567850622456589 -0.023114568529707103 -0.013562856930832807 -0.0045101509006758309 -0.016237731682787519 0.0093145176653985362 -0.015923965179322343 0.010824696376991861
leaf_weight=60411.967646405101 249.50024642422795 565.99912019073963 39.62678387761116 9104.6116156876087 175.86076107621193 1700.7976566851139 10885.829512342811 11793.101039201021 199.20560224354267 28644.714177712798 6720.4849672466516 797.80044355988503 2675.7724901735783 861.74960179626942 228.72062833607197 280.2267629057169 195.88633837550879 939.91374105960131 373.33179605007172 5.1852883249521247 7.571040913462638 4.0673375427722922 817.07867266237736 513.39911083877087 232.15814228355885 432.73840536177158 312.34728112071753 78.032467111945152 333.67042692750692 114.91476929187775
leaf_count=246758 1807 2369 209 37484 1067 7339 44549 57394 852 118293 27584 3423 11752 3878 1072 1140 1541 4179 1516 22 44 19 3358 2584 964 1756 2126 333 1701 574
internal_value=1.31466e-05 -0.00514771 0.000191339 -0.00223007 -0.000181986 -0.00629724 0.000487567 -0.000251999 -0.00482533 0.00163668 0.00367621 0.000644014 -0.00447472 0.000419703 -0.0180093 0.000586552 -0.015555 -0.00146766 -0.00486762 0.00235949 -0.0221397 -0.031657 0.00742022 -0.0207205 -0.0028541 0.00180613 -0.0145964 -0.0101523 -0.00969562 -0.00300898
internal_weight=139696 4662.4 135034 14719 9789.42 4929.6 120315 73202.1 11992.3 47112.8 17606.3 61209.8 4376.57 29506.5 404.581 9384.84 1217.96 3444.44 1824.02 1620.42 573.486 253.568 822.264 553.026 798.157 806.07 319.918 1017.95 644.472 310.801
internal_count=587687 22309 565378 62647 40763 21884 502731 308427 58246 194304 72133 250181 19091 122171 2139 38624 7812 14497 7784 6713 3996 1826 3380 2793 3333 3272 2170 4512 3816 2115

Tree=55
num_leaves=30
num_cat=0
split_feature=48 9 9 6 6 21 2 7 55 35 21 20 6 25 25 51 37 33 55 33 46 31 6 19 35 9 26 26 11
split_gain=33.3108 29.5285 31.851 33.162 41.7225 34.0092 22.8936 21.2036 16.6807 12.0797 10.6931 21.3108 10.3659 9.61969 9.57434 9.57317 10.87 17.5337 17.2174 9.40855 10.3511 9.18061 10.0575 8.84636 10.5782 8.45502 7.71933 5.32041 1.9014
threshold=-2.2512876987457271 0.19367239624261859 -0.021324904635548588 0.4528979361057282 6.0548711189767353e-05 1.6111459732055666 -0.0032923403196036811 0.029065625742077831 1.170742988586426 -1.4077005386352537 0.09221189841628076 -0.027301614172756668 2.2011795043945317 -1.2142080068588255 -1.6374416947364805 -0.24723241478204724 1.5880025029182436 1.04308158159256 1.0468322038650515 -0.22310229390859601 -0.0085724228993058187 -0.39044129848480219 -1.4276422858238218 -0.019566827453672882 1.2243171930313113 0.31269833445549017 1.0544430613517763 -0.062761571258306489 -0.73871195316314686
decision_type=2 2 2 2 2 2 2 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 8 4 -4 -5 12 10 14 -10 13 -12 23 -8 -2 19 17 -17 -18 25 -21 27 -23 24 -1 -3 -25 -9 -14
right_child=1 15 3 5 -6 -7 7 21 9 -11 11 -13 28 -15 -16 16 18 -19 -20 20 -22 22 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0059358427247257232 -0.0038110371279770627 0.010035823778723875 -0.0010095940766072697 -0.0023316172485720456 0.0024048518267802146 -0.016071489185745774 -0.032395550413404611 0.014721147616764779 -0.004937740754415821 0.0052614915116923292 0.12388508932300329 -0.0050292379688365732 -0.03294282494019405 -0.016517806227840718 0.001001171870333656 0.0023856021107477631 0.0065798952650017841 -0.011435681838796018 0.038973619890466528 -0.039931198328378707 0.017971001832667279 0.057778353331661057 -0.0021861453644503926 -0.011789419762277936 0.045553463949677415 0.00030751197804096544 0.009807121564857307 0.10877430803023869 -0.082995271810138133
leaf_weight=236.97782427817583 1562.1231901347637 621.48044246435165 48246.317276351154 22896.641655959189 17577.187431573868 667.44067937135696 181.35407274588943 4.0361882895231247 457.19484454393387 4881.9389560967684 4.9593887105584136 66.743447743356228 5.7166809737682343 566.36895346641541 31541.665940202773 7711.7961105257273 537.7358962148428 345.22154958546162 66.356379121541977 11.490456715226172 339.91010072827339 10.805329397320746 147.83927325159311 197.63245378434658 27.029956325888634 666.57495427131653 85.296971306204796 4.6709351316094381 5.2337628155946714
leaf_count=1246 6385 2497 207210 96896 72628 3264 1586 29 1854 19791 29 388 28 4208 128162 31059 2226 1414 289 46 1364 49 842 957 119 2674 407 25 27
internal_value=-1.71329e-05 8.08509e-05 -0.000168172 -0.000789278 -9.78171e-05 -0.00272079 -0.0087793 -0.0142716 0.00127602 0.00438812 -0.0182463 0.00388723 0.000935342 -0.0203688 0.00077409 0.00317124 0.00237543 0.0017934 0.0101382 0.00737546 0.0160777 0.00519033 0.00189805 0.00209259 0.00999202 0.00500137 -0.00527854 0.065176 -0.0568654
internal_weight=139676 138131 127831 89387.6 65823.5 23564.1 1544.67 986.778 38442.9 5339.13 819.426 71.7028 557.888 747.723 33103.8 10300.6 8661.11 8057.02 604.092 1639.46 351.401 167.352 158.645 546.937 264.008 1288.06 282.929 8.70712 10.9504
internal_count=587699 577759 536190 379998 279838 100160 9940 7156 156192 21645 6211 417 2784 5794 134547 41569 34988 32473 2515 6581 1410 945 891 2729 1365 5171 1364 54 55

Tree=56
num_leaves=28
num_cat=0
split_feature=26 9 3 6 17 6 45 31 23 6 2 16 4 29 23 11 9 45 46 48 12 17 33 35 17 9 19
split_gain=30.237 27.4873 60.7029 29.8539 41.5472 29.7531 22.4354 24.9914 17.8429 15.3614 13.6374 18.3327 20.5958 15.4324 14.6209 9.87341 9.57814 9.10135 9.06454 8.7855 12.9073 12.2511 7.22106 5.19059 4.76871 5.06069 4.59571
threshold=-2.0629943609237666 0.021101565100252632 -0.004409077111631631 0.54341101646423351 -0.9409729242324828 6.0545900851138874e-05 -0.04325823858380317 0.072833202779293074 0.0022488698596134786 6.0482174376375049e-05 -0.0034894073614850636 0.0096869524568319338 -0.0025216034846380349 -0.011396436486393212 0.089464709162712111 -1.4994531869888303 -0.0020804860396310683 0.0054108754266053447 0.0059293783269822606 -1.1056645214557645 0.30997966229915624 0.88804844021797191 -0.14344689249992368 -0.74097448587417591 1.3031711578369143 0.0016861263429746034 -0.0021002381108701225
decision_type=2 2 2 2 2 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 6 5 -5 -4 16 -8 9 24 13 14 -13 15 -12 -3 -2 22 -15 20 -11 -21 23 -10 26 -26 -1
right_child=1 10 3 4 -6 -7 7 -9 17 19 11 12 -14 18 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.038966407554513811 0.0042751869029681311 -0.013380814343254102 -0.0031028368495505565 -0.040294080857863505 -0.0051068220119936175 0.0013861452976340865 -0.00043042499873048384 0.0022656512450935857 0.0078618011113632934 -0.008279284594517454 -0.0015544597882546777 0.0056377730637895062 0.00086355147295638472 0.0025070322694557114 0.017099176880096649 0.005042005854224936 0.013646542899067996 0.12259862316933232 -0.0043792678389143616 -0.033417989999953393 0.050645331075341714 0.041484560764329229 -0.029034287420577218 0.10113095405240516 0.087323889773729707 -0.023661222662436518 0.054917815948644561
leaf_weight=99.644987467676401 2130.9737760573626 106.32516451179981 14941.402821958065 122.4832050204277 8800.5553837642074 8250.596376657486 44212.090798296034 17189.697088159621 4.001540407538414 567.11429950594902 10684.948444932699 3968.2054874151945 18046.96148699522 1576.216679468751 153.44129303097725 6966.2893000245094 481.30459493398666 4.3275025635957709 1221.3536085784435 86.181671097874641 13.70612747967243 8.6501599699258787 5.7089817374944696 4.6374416202306747 2.303448148071765 4.1326060220599174 1.9130625650286663
leaf_count=1179 8636 427 67059 724 38246 34565 183850 71864 21 4472 43513 16318 73848 6379 653 28251 1989 21 4954 465 84 44 30 25 21 45 16
internal_value=-1.6215e-05 5.08953e-05 -0.000511896 -0.00264058 -0.00558982 -0.00150587 0.000556039 0.000324353 -0.0116306 -0.0130119 0.00131718 0.000729623 0.0017241 0.00327292 -0.00129038 0.00476505 0.00600183 0.0463302 -0.000499365 -0.00965337 -0.00688879 -0.0265857 0.0233268 0.0579291 -0.0340239 0.0160601 -0.0371979
internal_weight=139655 138853 96129.1 32115 8923.04 23192 64014.1 61401.8 802.322 783.646 42723.7 32853.6 22015.2 9870.18 10838.4 7072.61 2612.28 18.6755 2797.57 675.652 580.82 94.8318 14.348 8.63898 107.994 6.43605 101.558
internal_count=587699 581276 406933 140594 38970 101624 266339 255714 6423 6326 174343 134332 90166 40011 44166 28678 10625 97 11333 5065 4556 509 76 46 1261 66 1195

Tree=57
num_cat=0
split_feature=29 18 17 28 21 17 14 25 27 28 28 50 23 5 28 34 16 35 31 55 7 20 9 9 55 28 31 27 55 13
split_gain=28.0234 24.9444 25.8906 27.5019 31.3923 26.3986 22.4169 26.2423 15.8414 15.818 15.736 14.3881 12.8932 12.0004 11.6381 14.9369 13.068 12.1762 11.5907 10.755 10.09 11.6973 9.90189 9.55619 9.7118 9.15583 15.1176 11.9623 8.66189 8.46939
threshold=-0.24698347598314283 0.046438999474048621 -0.41982804238796229 -0.064860772341489778 0.1610631197690964 -0.8429943025112151 0.0097981165163218992 -0.81883674860000599 0.019723788835108284 -0.039758581668138497 0.32092316448688513 1.0000000180025095e-35 0.011711655184626581 1.6042143106460574 -0.031379701569676392 -0.86975833773612965 0.0081968805752694624 -0.64871564507484425 -0.36626930534839625 -1.443683862686157 -0.059440540149807923 -0.030540740117430683 -0.5283193290233611 0.0037895708810538058 -1.6800671219825742 -0.14840042591094968 -1.3808178305625913 -0.035157458856701844 0.25799460709095007 0.028966475278139118
left_child=6 2 3 5 -5 -2 14 23 13 -9 -11 25 18 -4 15 16 -1 -17 -13 -10 21 -16 -14 28 -25 26 -3 -27 -8 -22
right_child=1 11 8 4 -6 -7 7 9 19 10 -12 12 22 -15 20 17 -18 -19 -20 -21 29 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0098339003398898641 0.014547023341768144 -0.059474322262870624 0.0011014386206197311 -0.0012724422757526613 -0.0090420642750560151 0.001304470600826295 -0.014438395528602287 0.01578158040302655 -0.015706443709196233 -0.0060131458216824809 0.027745679017470246 0.0079528226263302689 0.032708132610909171 -0.0024175521348886479 0.0081873125916554646 0.030432905895260411 -0.039827889751068699 -0.0032522743726276001 -0.0006174886416995659 -0.0019536053308175268 0.0013575399505804486 0.076305540730237917 0.0095528963607618578 0.041643797137827981 -0.011887379203818809 0.0082048634340408204 -0.0061972379866902481 -0.0013258946203618591 -0.032132344893695763 0.058441292463196355
leaf_weight=192.43854501843452 591.27913399040699 21.227483749389648 67357.622113026679 42044.350376985967 1959.3267233893275 6492.4739769548178 204.33976195380092 135.82252018153667 213.53063206374645 2289.1407683491707 50.81093131005764 1075.984329238534 69.862300008535385 3679.2509955614805 25.846862301230431 43.351715192198753 71.804909721016884 354.76122908294201 1203.5299626886845 4952.4628185853362 2055.7531387060881 13.986158624291418 1375.1886051595211 12.528813898563383 466.03339947760105 671.97736625373363 198.16834582388401 1609.9209824204445 194.31799465045333 9.3996272981166822
leaf_count=780 2600 85 278978 178600 8997 26102 1342 551 888 11671 210 4379 281 15324 106 176 293 1447 4919 20664 9502 57 5693 55 2343 2746 794 6640 1436 40
internal_value=-1.53665e-05 0.000166617 -1.47555e-05 -0.00105985 -0.0016184 0.00240982 -0.00398538 -0.00728425 0.000685887 -0.00412463 -0.00528009 0.00387486 0.00623859 0.000919178 1.16391e-05 -0.00692485 -0.0179844 0.000415806 0.0034279 -0.00252206 0.00219428 0.032105 0.0106724 -0.0162016 -0.0104859 0.00035514 -0.011352 0.00148074 -0.023063 0.00161736
internal_weight=139636 133516 127290 51087.4 44003.7 7083.75 6120.34 3352.99 76202.9 2475.77 2339.95 6225.86 3724.57 71036.9 2767.34 662.356 264.243 398.113 2279.51 5165.99 2104.99 39.833 1445.05 877.22 478.562 2501.29 219.396 2281.9 398.658 2065.15
internal_count=587699 557690 532153 216299 187597 28702 30009 17608 315854 12432 11881 25537 15272 294302 12401 2696 1073 1623 9298 21552 9705 163 5974 5176 2398 10265 879 9386 2778 9542

Tree=58
num_cat=0
split_feature=47 9 3 34 34 1 3 45 1 5 5 50 26 29 3 2 37 28 55 47 23 29 7 17 25 23 23 23 5 23
split_gain=27.2146 35.5429 49.6148 31.1852 25.7575 22.3345 20.6136 17.9403 17.1755 14.871 15.9558 14.8557 25.0904 17.9914 13.7344 13.6819 16.7852 26.5825 12.9185 12.39 11.244 11.1251 14.7844 9.41033 9.39229 10.0616 8.40567 7.82867 7.80206 5.60665
threshold=1.0000000180025095e-35 0.021101565100252632 -0.004409077111631631 1.5559740066528323 -1.4177638888359068 0.033088775351643569 -0.010875802487134932 0.074750095605850234 -0.076856710016727434 -0.16769070923328397 0.17866481095552447 -0.15011000633239743 1.8245649337768557 -0.23468262702226636 -0.0043968558311462394 -0.0034894073614850636 0.85277420282363903 0.22007463872432712 -1.2848619222640989 -0.5827713906764983 0.0029822073411196475 0.46740908920764929 0.10982697084546091 -0.10910090431571005 -2.0834929943084712 0.0040904497727751741 -0.029227624647319313 0.03384657949209214 1.0600636005401614 0.11360239237546922
left_child=1 2 4 5 20 -4 -6 8 9 26 -11 12 -10 -13 -5 21 19 -18 23 -17 -1 28 -23 27 -20 -26 -2 -9 -3 -25
right_child=7 15 3 14 6 -7 -8 18 11 10 -12 13 -14 -15 -16 16 17 -19 24 -21 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0063516805021784674 0.0056825924039045229 0.0058059394142906985 -0.0037374663888693955 -0.031154464716923989 -0.0012357143796347706 0.0085292366561108661 0.001850906940582908 0.018085091783589063 0.0024952322004471871 -0.024419163114595702 0.0067070848368338508 -0.0039369149338855085 -0.0094604903850730154 0.00036508609802738177 -0.011043731122591788 0.0017110164348090838 0.013949840464185775 -0.011387184134774072 -0.061691260549412728 -0.0018768771809497473 0.020377813157899764 -0.0151033639256176 0.010140652211310825 -0.024210579396474561 -0.0045170914256295472 0.0098647319825103993 0.015326105667911129 0.057755903264899239 -0.0030758449962807644 0.043729169954087661
leaf_weight=2680.1239598765969 927.06939120590687 4001.8616679906845 18232.108577802777 138.20482454076409 15829.257179424167 550.48092840611935 15335.134719915688 32.474032297730446 17058.276154831052 106.33437138795853 134.00389456748962 3818.8951106518507 656.22423547506332 41865.813165068626 1059.1037755459547 7147.0748151838779 693.32650397717953 189.89807417988777 7.2463507652282706 6725.4616860449314 57.878929868340492 230.06020149588585 131.12093262374401 15.566438704729082 221.5414921939373 835.78956314921379 501.36158290505409 39.924986883997917 390.82241608202457 6.0810097306966773
leaf_count=12295 3734 16264 82178 1435 66098 2397 65458 133 70034 430 542 15830 2704 171248 6414 29437 2866 804 30 27422 254 936 529 64 909 3437 2036 164 1592 25
internal_value=-1.45169e-05 -0.00081026 -0.00160478 -0.00397644 -0.000207076 -0.00337795 0.000283127 0.000867321 0.000735544 0.00674405 -0.0070643 0.000577391 0.00205234 5.47144e-06 -0.0133651 0.00138407 0.000482204 0.00850224 0.00826785 -2.84089e-05 -0.00578664 0.00418342 -0.00593893 0.0295837 0.00638477 0.00685132 0.00906735 0.0399619 0.00501572 -0.00512555
internal_weight=139619 73391.9 53882.3 19979.9 33902.4 18782.6 31164.4 66226.6 65068 1668.77 240.338 63399.2 17714.5 45684.7 1197.31 19509.6 14755.8 883.225 1158.62 13872.5 2738 4753.87 361.181 94.0465 1064.58 1057.33 1428.43 72.399 4392.68 21.6474
internal_count=587699 316379 236529 92424 144105 84575 131556 271320 266558 6742 972 259816 72738 187078 7849 79850 60529 3670 4762 56859 12549 19321 1465 386 4376 4346 5770 297 17856 89

Tree=59
num_cat=0
split_feature=9 2 2 14 3 46 25 22 49 46 9 13 29 17 27 4 27 51 33 29 24 48 53 33 45 46 31 16 16
split_gain=25.4938 31.8517 87.4128 33.6827 24.3564 25.8444 21.1766 20.7271 19.8782 18.1657 25.8827 12.8467 10.9862 9.3188 10.7478 14.3755 14.7624 9.36917 9.90825 10.6525 9.72898 9.15794 10.0341 8.5607 10.189 9.23149 8.09924 18.6067 13.2542
threshold=0.19367239624261859 -0.0032923403196036811 -0.0032852033618837591 0.008640053682029249 -0.004409077111631631 -0.0032662618905305858 -0.9972856044769286 -0.40787072479724878 -0.36369965970516199 -0.0042730830609798423 -0.072454351931810365 -2.4485920667648311 -0.087679412215948091 -0.9409729242324828 0.00075981640839017938 -0.01256304234266281 -0.0014227270148694513 -0.24723241478204724 -0.21057546883821485 -0.14206960052251813 -2.9483865499496456 -0.34191577136516565 0.25273287296295172 -0.22310229390859601 -0.0091262371279299242 -0.0085724228993058187 -0.057753905653953545 0.069604374468326582 -0.065091278403997407
left_child=1 8 3 12 7 -6 -5 -4 9 10 -1 -11 -3 14 15 -2 -17 23 19 -19 -20 -16 -23 24 -15 -25 27 -10 -28
right_child=13 2 4 6 5 -7 -8 -9 26 11 -12 -13 -14 17 21 16 -18 18 20 -21 -22 22 -24 25 -26 -27 28 -29 -30
leaf_value=0.0011941125028037793 -0.081855336164133902 -0.0004470751238539687 0.00010629307297636382 -0.019030626692536853 0.0017043532961875689 -0.0019901725368546711 -0.0087311859705940451 0.00483148690080155 0.0016716982351193091 0.058661316973548774 -0.0026089205598136553 0.0019363239360549928 -0.008098285831401545 -0.03254854947691372 -0.035451537298516855 0.024938863912952924 -0.017311866616910417 -0.0019545895135665496 -0.074432976152051897 0.0048004798361393312 -0.00064341195684083615 0.028689082634734867 0.086028420676190556 -0.037872819814043425 0.0052547433092577644 0.016829794569569158 -0.0015306627159538322 -0.004286566326466618 0.0035700189353944562
leaf_weight=10795.952395394444 6.3962682783603659 2128.5246953591704 10483.213818408549 950.26546574756503 8690.706087037921 31604.926451776177 2948.8326980359852 4905.9513086527586 13945.18231035769 14.395677983760832 15976.224098786712 9100.0194132849574 989.74889428913593 26.199424088001251 5.9849142432212821 85.685472950339317 45.621755838394165 1054.8518592566252 6.4451942592859259 4134.2205172330141 3265.6999186128378 46.112621933221817 14.423525750637053 11.480567038059233 1263.015695437789 340.41205927729607 2151.6268547475338 2182.0737677365541 12423.546613313258
leaf_count=43617 29 9764 43916 5528 37006 134187 14887 20245 57751 58 66838 38321 4492 105 27 393 200 4239 26 16659 13145 216 67 46 5069 1365 8876 8958 51669
internal_value=-1.37352e-05 -0.000242664 -0.00121316 -0.00752388 -0.000417886 -0.00119336 -0.0112413 0.00161265 0.000671182 -0.000287686 -0.00107534 0.00202592 -0.00287559 0.00285808 0.0155472 0.00598047 0.0102592 0.00260156 0.00179685 0.00342729 -0.000788756 0.035351 0.0423509 0.00675052 0.0044865 0.0150451 0.00179196 0.000865524 0.00281704
internal_weight=139598 129291 62702.2 7017.37 55684.8 40295.6 3899.1 15389.2 66589 35886.6 26772.2 9114.42 3118.27 10306.5 204.225 137.703 131.307 10102.3 8461.22 5189.07 3272.15 66.5211 60.5361 1641.11 1289.22 351.893 30702.4 16127.3 14575.2
internal_count=587699 546113 270025 34671 235354 171193 20415 64161 276088 148834 110455 38379 14256 41586 932 622 593 40654 34069 20898 13171 310 283 6585 5174 1411 127254 66709 60545

Tree=60
num_cat=0
split_feature=9 9 1 34 48 34 3 51 33 13 23 46 55 33 34 26 12 16 55 1 33 18 8 2 26 55 3 12 14 3
split_gain=33.3737 48.3476 33.6079 31.7855 29.859 26.8755 15.0523 14.19 28.002 18.3518 18.2483 16.6035 16.5407 16.4289 12.6748 11.1358 15.3937 11.595 15.8472 12.9949 10.6846 10.4962 10.2548 9.5739 7.43126 11.7862 5.85054 10.0704 7.38382 5.11011
threshold=0.021101565100252632 -0.015257265418767927 -0.088517736643552766 1.5559740066528323 1.1855819523334505 -1.4323611259460447 -0.028052153997123238 -0.15596427023410794 -0.18776170164346692 -0.13668487966060636 -0.0016591091989539561 -0.022531763650476929 1.0732293128967287 0.078627984970808043 -1.3996946215629575 1.8712126612663271 -0.19409818202257154 -0.0065374025143682948 0.72544252872467052 -0.0030514792306348677 -0.37045972049236292 0.023489102721214298 0.086180739104747786 -0.027775702066719529 1.4606788754463198 0.16896904259920123 -0.040705464780330651 0.61484667658805858 -0.56567150354385365 -0.037040866911411278
left_child=1 7 14 5 -5 -4 24 8 10 12 -1 -10 -9 -11 21 17 20 19 -19 -8 -17 -3 -16 -18 26 29 27 -2 -28 -26
right_child=6 2 3 4 -6 -7 15 9 11 13 -12 -13 -14 -15 22 16 23 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00043216498572392232 0.012100889281032572 -0.017745973962930393 -0.0078206554635465841 -0.011772433502502844 0.022870640273905302 -0.0012791549559438955 0.0025803664369462432 0.00070044827943029043 -0.0022881549868290375 -0.0031887503634004692 0.0035988325226264883 0.0082780470738682173 0.0071259342499440624 0.0013709555416019008 0.010969271983040801 -0.028547372058959197 0.047599626210349806 0.0034559341423250323 0.00027263243502306274 -0.001300052055484964 -0.0070887124462918746 0.045963551171531745 -0.037689210537542019 -0.00046131058632523645 -0.038267935528434584 0.072672710734422094 -0.067254410564724004 -0.014533912695781744 -0.016864576128499786 0.03568291731484996
leaf_weight=10954.109016239643 77.453948512673378 10.977050662040709 2369.8411256670952 1627.3715271539986 94.783050656318665 49240.671906225383 5410.0739925056696 7341.7285216450691 635.78512236475945 8052.9521985948086 6408.0786075741053 3390.2304547578096 1794.8570134192705 4398.4483868479729 481.28184621036053 113.75913035869598 15.058690115809439 19633.361587367952 7893.3166464269161 7297.6691759079695 314.37491723895073 61.282115712761879 16.114407673478127 1635.602396607399 9.4511839002370817 9.9393411278724653 11.212343513965605 150.21041224896908 157.86930820345879 5.2228971719741848
leaf_count=44545 312 45 11760 9845 399 214099 21872 29756 2579 32835 26072 13738 7257 18264 1971 472 61 80266 32337 29702 1294 252 65 6693 38 40 45 606 637 21
internal_value=0.000120702 -0.00049542 -0.00169226 -0.0018471 -0.00986577 -0.00157953 0.00151744 0.0010057 0.00210103 -7.94999e-05 0.00105561 0.00660944 0.00196272 -0.00157804 0.0128041 0.00162981 -0.00265239 0.00185106 0.00254312 0.00035196 -0.0127905 0.0362853 0.00939286 -2.28591e-05 -0.00976684 0.022224 -0.0117515 -0.00547246 -0.0202061 -0.0119469
internal_weight=139613 96878.5 53902.3 53332.7 1722.15 51610.5 42734.6 42976.2 21388.2 21588 17362.2 4026.02 9136.59 12451.4 569.655 42313.2 2078.8 40234.4 27526.7 12707.7 428.134 72.2592 497.396 1650.66 421.359 24.6134 396.746 227.664 169.082 14.6741
internal_count=587878 413482 238436 236103 10244 225859 174396 175046 86934 88112 70617 16317 37013 51099 2333 172697 8520 164177 112603 51574 1766 297 2036 6754 1699 99 1600 918 682 59

Tree=61
num_cat=0
split_feature=22 37 48 9 2 6 43 28 31 55 46 14 33 48 28 1 13 28 46 1 33 26 4 31 46 31 4 31 26 25
split_gain=29.5581 48.869 34.9595 37.6187 46.3271 28.7651 48.4081 35.4335 19.7129 19.6363 17.2704 13.7661 12.9177 12.5195 14.8713 14.6411 12.5063 16.0372 12.1211 12.0673 11.2737 11.9741 14.4263 9.95953 9.71053 15.6851 10.0041 8.69939 7.93163 7.71445
threshold=-0.53756234049797047 1.9924300909042361 0.42183295637369161 0.019179280847311023 -0.0032923403196036811 0.85231199860572826 0.46107579767704016 0.10271872952580453 -0.41406933963298792 1.3633512258529665 -0.0028881018515676256 0.5882677733898164 1.04308158159256 -1.1056645214557645 -0.056551102548837655 -0.002981193363666534 -0.058344095945358269 -0.098996367305517183 -0.033645352348685258 -0.018220043741166588 -0.26687504351139063 -0.54488560557365406 0.00050611942424438905 0.014245581813156607 -0.0014400394866243003 -0.24001524597406385 -0.0029733880655840035 -0.99382659792900074 -0.59601014852523793 -1.1552982926368711
left_child=1 2 3 4 -1 20 7 18 29 -10 -5 19 -9 14 -3 -16 23 -18 -7 -4 24 28 -23 -15 25 -2 -26 -13 -22 -8
right_child=5 13 11 10 -6 6 8 12 9 -11 -12 27 -14 16 15 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00063979190400659377 -0.00042219141826141306 -0.021126925361302496 0.0034291472548103629 0.0039027444208862938 -0.0044783226371696815 0.014179293205075428 -0.040777528119412702 0.0050739855112259761 -0.011250224667658914 0.049676370783811562 -0.00034437271248728501 -0.02599517347344793 -0.011189373097880356 0.01538827411503127 0.097132610899076849 0.026941549155365119 -0.004805255459927508 0.0099229934403003688 -0.0049338474112610043 0.00016039669757425461 0.0043759817884739703 0.0030246317047272352 -0.00088834026322440088 0.047887595222924621 0.00045121829948644305 0.0046635944372916908 -0.0053461639422180268 0.0077913622348219202 0.012295694083781342 -0.02055902481435801
leaf_weight=24889.611701503396 4891.6870670802891 12.65909133851528 4885.7966414541006 5046.0971825122833 20759.959140963852 123.46515759825706 112.66048703342676 3148.2767859920859 503.09428097307682 19.792798116803169 10875.453053571284 28.046952396631241 186.21876512467861 147.10003180801868 16.72698962688446 29.682738468050957 343.33998860418797 1183.8615613281727 3671.1175710558891 24225.904583930969 6415.997133128345 12761.933104477823 4619.752819404006 44.130283176898956 3171.885088942945 3942.6434499844909 1618.2524917572737 1257.2365249991417 490.01515027880669 171.13955181837082
leaf_count=106040 19976 51 19794 20654 96257 520 608 12797 2200 102 44787 115 819 595 70 126 1395 4799 15829 98734 26367 52239 18949 179 12980 16265 6602 5139 2009 881
internal_value=0.000113406 -0.000497172 -0.000687621 -0.00150956 -0.00238543 0.00136186 -0.00192302 -0.000346671 -0.0158539 -0.00894398 0.00100169 0.00097728 0.00416574 0.00935668 0.0365165 0.0522398 0.0084231 0.00661184 -0.00431196 0.000708989 0.00204945 0.00282438 0.00198463 0.0228882 0.000668021 0.00184753 -0.00150731 0.00705409 0.00493792 -0.0285852
internal_weight=139594 93745.6 91968.1 61571.1 45649.6 45847.9 7935.77 7129.08 806.687 522.887 15921.6 30397 3334.5 1777.5 59.0688 46.4097 1718.43 1527.2 3794.58 29111.7 37912.2 24287.7 17381.7 191.23 13624.5 8834.33 4790.14 1285.28 6906.01 283.8
internal_count=587878 398735 391520 267738 202297 189143 33756 29965 3791 2302 65441 123782 13616 7215 247 196 6968 6194 16349 118528 155387 99564 71188 774 55823 36241 19582 5254 28376 1489

Tree=62
num_cat=0
split_feature=17 28 21 51 51 17 6 25 25 0 14 28 21 20 51 29 6 8 5 28 8 6 9 16 15 19 28 28 8 5
split_gain=27.2893 23.1906 25.7826 24.8657 21.7772 21.437 20.6453 25.6596 19.8561 16.5652 16.1325 15.7629 15.4298 17.4778 15.1276 15.4337 14.5772 13.5561 20.8341 13.1582 12.1239 11.7567 11.7368 10.7248 10.5357 9.76988 8.87602 8.42941 7.42786 7.25025
threshold=-0.41982804238796229 -0.2991290539503097 0.21774604171514514 0.8782041370868684 -0.31077599525451655 -0.9409729242324828 0.92906877398490917 -0.080528717488050447 0.37926104664802557 0.021016929298639301 1.7638937234878542 -0.064860772341489778 0.4026020765304566 -0.025801740586757656 -0.28575438261032099 -0.22531042993068692 1.626274645328522 -0.44541607797145838 -0.85317391157150257 0.0062589256558567294 0.56913653016090404 -1.6567240953445432 -0.13463155925273892 0.65591323375701915 0.023945135064423088 -0.022519317455589768 0.069395199418067946 0.38821154832839971 -0.0079659163020551187 1.368694067001343
left_child=1 5 3 8 16 17 23 -8 -3 12 22 -5 19 -14 15 -7 21 18 -1 -6 -19 29 -11 -4 -16 -23 -12 28 -18 -2
right_child=4 2 6 11 9 14 7 -9 -10 10 26 -13 13 -15 24 -17 27 20 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028292914434748802 0.012331406616822504 -0.0020495034700173213 -0.0039927561214101841 -0.010622507767355873 0.00039944515791593039 0.0076110976455772911 -0.030136765763689861 0.0016469517697806373 0.00044997833887729522 0.00561525821842502 0.023951620232917699 0.0066590105608452963 -0.027829420883550084 0.00536344705756481 0.0045547189035832639 0.050107660562877798 -0.071515665855691718 0.029856807940188638 -0.10166600950052671 0.0020983803121690718 -0.030289737145726234 -0.0057707561129165669 -0.0041268702606582766 -0.031917411430529709 -0.0059138629027101772 0.0011980139515859688 0.001119135098316676 0.033287368841431096 -0.019939963015361786 -0.064663190154826897
leaf_weight=10.317659109830858 212.98549553751945 31845.719537701458 1963.2845974117517 208.32426191866398 44060.83504588902 88.346113651990891 272.39529835432768 137.64992626011372 17858.123788610101 497.25203885138035 124.10740284621716 2161.2476001903415 57.954970605671406 3908.9695551395416 1219.3585137426853 47.203981325030327 10.704876512289045 207.27685032784939 7.7965673953294745 26152.426763653755 12.810525491833685 2376.9260629303753 4251.9039461612701 50.793704941868782 483.2503197491169 1041.6059839092195 121.10338029265404 10.098928824067114 164.9633624702692 4.4957991093397132
leaf_count=51 920 136730 8450 837 183618 354 1609 674 75675 2010 513 8905 243 16144 4889 189 44 1021 40 107228 62 11775 17850 208 1938 4464 491 41 884 21
internal_value=0.000106537 -0.000909648 -0.00114676 -0.000865188 0.000799212 0.00531387 -0.0071954 -0.0194671 -0.00115146 0.00101274 -0.00233198 0.00513968 0.00123794 0.00487851 0.00311924 0.0224101 -0.00362445 0.0222495 -0.0276429 0.00103225 0.0263559 -0.00278687 -0.00310684 -0.004697 0.00158343 -0.00364741 0.0126752 -0.0200184 -0.0230829 0.0107398
internal_weight=139570 56573.9 54497.5 52073.4 82996.3 2076.36 2424.12 410.045 49703.8 79174.6 4994.37 2369.57 74180.2 3966.92 1838.16 135.55 3821.78 238.202 18.1142 70213.3 220.087 3636.01 4749.16 2014.08 1702.61 3418.53 245.211 185.767 175.668 217.481
internal_count=587878 241632 233088 222147 346246 8544 10941 2283 212405 328097 20864 9742 307233 16387 7370 543 18149 1174 91 290846 1083 17180 19860 8658 6827 16239 1004 969 928 941

Tree=63
num_cat=0
split_feature=9 9 18 11 8 34 34 7 3 24 7 34 51 28 24 13 18 9 23 3 27 1 24 1 9 46 49 3 27 23
split_gain=26.5724 38.4634 29.2625 30.0409 34.781 24.4213 17.1844 15.264 13.5108 14.4308 14.658 18.936 12.9429 22.7642 14.4722 14.1846 13.8674 12.658 12.1108 11.4385 9.88633 9.37909 9.26566 6.63409 6.13039 6.56111 6.08208 5.81108 5.31249 6.39997
threshold=0.021101565100252632 -0.015257265418767927 0.036570919677615173 1.0648040175437929 0.064121276140213027 -1.4323611259460447 -1.3996946215629575 -0.0058368276804685584 -0.028052153997123238 0.52129289507865917 0.010336671490222217 1.0916985869407656 -0.15151372551918027 0.028931924141943458 1.2149354815483095 -0.068309307098388658 -0.0081013259477913362 -0.0095503684133291227 -0.003572550136595964 -0.017246591858565804 -0.003282032441347837 0.15993273258209231 0.94505038857460033 -0.031252443790435784 0.026340442709624771 -0.24744338542222974 0.59050405025482189 -0.050888981670141213 -0.094643007963895784 -0.050568621605634682
left_child=1 12 3 5 -5 -3 17 -8 23 10 20 -12 13 16 -15 22 -1 -4 -17 26 -10 -21 -14 24 27 -26 -11 -2 -25 -30
right_child=8 2 6 4 -6 -7 7 -9 9 19 11 -13 15 14 -16 18 -18 -19 -20 21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.00031077147790204617 -0.0022023159637192921 -0.0072465632254697914 -0.0052741678665004649 -0.0076498210774536123 0.0067893247528661837 -0.00099038468111359518 -0.0095464589080791751 0.0055889661690392625 0.0031238475902479771 0.022987910013169154 0.0061410091651972103 0.0018167132640799551 0.0007442356547506634 0.0057908000117635316 -0.0090969959720485615 -0.0053993968438461482 0.0078087969822710161 0.051403756234827069 -0.00059618213672737932 -0.00047710868224752298 -0.00042482814431449035 0.01106503169511506 0.0065881793613164485 -0.056387987742823754 0.059306903860720746 0.00067096001149050187 -0.036210870414019228 -0.081559413345791851 0.019307518191808759 -0.016434342178026088
leaf_weight=15045.294339224696 7.1765566915273666 2369.4087168872356 20.191313967108727 5038.1856207363307 681.84503722935915 43205.441923566163 269.10456001758575 2208.3272543847561 4204.1059095263481 101.33511567115784 5934.9273184463382 9450.5148960351944 10052.403700575233 5505.185950383544 245.54201926290989 2516.9737787172198 943.67643296718597 47.688847407698631 7583.8890403881669 13742.257542990148 8623.0996269136667 258.21127562224865 1081.825066819787 10.897966861724852 7.2126979678869239 144.56031529605389 6.6583523452281943 6.1847018301486951 19.603782460093498 225.43455331027508
leaf_count=61267 29 11790 83 23320 2811 189845 1101 9288 16988 409 24294 38674 40758 22240 992 10368 3845 198 31193 56227 35026 1052 4383 44 29 581 27 25 79 912
internal_value=0.000100111 -0.000449997 -0.00151845 -0.00183005 -0.00592863 -0.00131564 0.00476097 0.00394492 0.00134615 0.00145256 0.00223605 0.00348481 0.000888601 0.00191771 0.00515513 -0.000164958 0.000753308 0.0345446 -0.00179307 -0.000114191 0.000738247 -0.000264236 0.00131205 -0.00934844 2.744e-05 0.00345751 0.019338 -0.0389354 -0.0153979 -0.0135749
internal_weight=139557 96815 53840.2 51294.9 5720.03 45574.9 2545.31 2477.43 42742.2 42321.1 28212.6 15385.4 42974.8 21739.7 5750.73 21235.1 15989 67.8802 10100.9 14108.5 12827.2 14000.5 11134.2 421.071 165.134 151.773 107.993 13.3613 255.936 245.038
internal_count=587878 413482 238436 227766 26131 201635 10670 10389 174396 172697 114982 62968 175046 88344 23232 86702 65112 281 41561 57715 52014 57279 45141 1699 664 610 436 54 1035 991

Tree=64
num_cat=0
split_feature=22 37 48 9 8 6 43 28 31 4 46 24 20 33 9 14 28 28 13 46 1 28 0 37 31 4 51 13 7 9
split_gain=24.0872 42.7509 28.8282 31.2613 34.9719 23.9764 41.5674 29.8353 17.0997 15.9593 15.0795 12.4103 12.3506 11.8496 12.2415 11.7484 11.7091 23.1944 14.0797 10.7044 10.4152 9.72658 21.4185 17.0246 16.6719 18.6748 13.3771 11.676 8.48316 6.23755
threshold=-0.53756234049797047 1.9924300909042361 0.42183295637369161 0.017998616211116317 0.034050855785608299 0.85231199860572826 0.46107579767704016 0.10271872952580453 -0.042974317446351044 -0.0037015405250713225 -0.0028881018515676256 -0.42491967976093287 -0.027723653241991993 0.3683928400278092 0.0084359985776245611 0.5882677733898164 -0.098996367305517183 0.020737867802381519 -0.040070835500955575 -0.033645352348685258 -0.0069117005914449683 -0.018852985464036461 -0.022355376742780205 5.6053152084350595 -0.11514059454202651 0.00032950038439594215 -0.23592606931924817 0.043923394754529006 -0.56516984105110157 -0.0095503684133291227
left_child=1 2 3 4 -1 21 7 19 11 -10 -5 -8 -9 14 29 20 18 -18 -15 -7 -4 24 27 -24 26 -26 -2 -23 -17 -3
right_child=5 13 15 10 -6 6 8 12 9 -11 -12 -13 -14 16 -16 28 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032096581955751232 -0.0032119438530387534 -0.026230229430456178 0.0021147705848538608 0.0035124645173498785 0.00057280318120389953 0.013386659303832017 -0.0017463304345813101 -0.0037640584788157616 0.0061578446698718351 -0.017031451572821096 -0.00038468974938298965 -0.029654693957455021 0.0055724021236918881 0.01427700584723483 -0.069240625862135849 -0.031657761629696239 0.020661648765264377 0.0044353744009675471 -0.0068516121285433773 -0.0045543584094176037 -0.00023821804545256953 0.0093646724367943343 0.0025079363343910792 -0.010643016420192813 0.0057938965261283447 -0.0014188369579969848 0.001109239234845238 0.032745005268848208 0.0071085779235056457 0.044221178771036422
leaf_weight=33016.680391274393 4356.4022323340178 10.156615301966665 10717.819034978747 5233.8837432935834 11997.438383281231 123.76521727442741 71.110486596822739 628.47010055929422 193.34417451173067 238.80580602586269 11272.625640667975 296.66504905372858 2707.3074084296823 186.43162095546722 14.0887334048748 20.652717292308807 625.71471774578094 643.0749749392271 290.40416270494461 3664.2712770625949 18396.01602101326 888.83336426317692 20138.003788761795 360.7239128947258 3813.2704522907734 1954.7313361167908 6321.4122303873301 84.176564782857895 1266.1382407546043 8.1580878943204898
leaf_count=149552 17574 41 43452 21441 50228 520 360 2593 843 1047 46517 1541 11023 758 57 83 2536 2611 1179 15829 75076 3639 83356 1510 15511 7920 25529 348 5171 33
internal_value=9.40568e-05 -0.000457328 -0.000635573 -0.00138251 -0.00220153 0.00122108 -0.00178064 -0.000324404 -0.0147493 -0.00665655 0.00085102 -0.0242585 0.00381339 0.00875765 -0.0271935 0.000875972 0.009425 0.0124375 0.00140918 -0.00396818 0.000627999 0.00184836 0.00268938 0.00227651 0.000750324 0.00334956 -0.000653744 0.0113873 0.00648639 0.00515159
internal_weight=139541 93699.3 91921.3 61520.6 45014.1 45841.3 7923.74 7123.81 799.926 432.15 16506.5 367.776 3335.78 1778.03 32.4034 30400.6 1745.63 1268.79 476.836 3788.04 29113.8 37917.6 21471.7 20498.7 16445.8 5768 10677.8 973.01 1286.79 18.3147
internal_count=587878 398735 391520 267738 199780 189143 33756 29965 3791 1890 67958 1901 13616 7215 131 123782 7084 5147 1937 16349 118528 155387 88853 84866 66534 23431 43103 3987 5254 74

Tree=65
num_cat=0
split_feature=17 28 6 0 21 6 6 12 21 33 28 0 24 3 28 27 13 18 33 33 25 18 15 27 25 4 33 27 6 26
split_gain=21.8776 19.9391 28.8879 37.8478 23.3354 24.8941 16.585 16.5557 14.9839 25.3426 22.4858 15.1563 12.8773 11.8679 11.4023 11.5251 10.9207 10.7636 26.7101 13.8309 10.2611 11.5216 11.2249 7.8604 7.65845 8.00076 7.05151 6.28508 8.09156 6.3718
threshold=-0.41982804238796229 -0.0035241957521066065 6.0544911320903345e-05 -0.0015730941086076198 0.26814436912536627 1.3658986091613772 6.0536020100698813e-05 -0.28540121018886561 3.1571753025054936 1.2453320622444155 -1.0695331096649168 -0.0038809148827567692 0.818040430545807 -0.050888981670141213 -1.0695331096649168 -0.040727607905864709 0.15592580288648608 -0.012597006745636461 -0.19068117439746854 -0.39179733395576471 0.54184868931770336 -0.019100372679531571 0.33939093351364141 0.0024529916699975733 1.3853009939193728 -0.14124661684036252 -0.36791796982288355 -0.0084543498232960684 -0.99584147334098805 0.99596485495567333
left_child=1 8 3 12 7 -6 -5 -4 11 -10 -11 23 -3 -13 16 24 20 18 -17 -19 22 -22 -2 -1 25 -16 -26 28 -18 -29
right_child=14 2 4 6 5 -7 -8 -9 9 10 -12 13 -14 -15 15 17 27 19 -20 -21 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0012791063917887103 -0.01102702945181841 0.00050005436800554086 -0.014072432935394723 -0.013336490638668501 -0.0052255797811475973 -0.028207522335270213 -0.0058373285026817852 -0.00035899293281537652 0.06885718645837284 0.03777732625500603 0.0023465227033281472 -0.04335029021603861 -0.0075995475883350915 0.0034714320476981839 0.013442563377703828 0.00016972882161770222 0.056054291527338311 0.007122962602692226 0.003517251118307663 -0.00063188718037383656 0.093149295451139216 0.0012203781221508203 0.041399625808045987 0.0029204803500954783 0.061785797243847904 0.0021542283329305349 0.011976429830889342 0.020177597445008882 -0.017573936069999217 0.11377088712352315
leaf_weight=12657.690496712923 792.41368766129017 3738.8968746066093 320.81352077424526 1750.6314559802413 1343.6626167520881 194.20180234313011 2697.7244624346495 26153.799371033907 25.31387847661972 75.209098234772682 452.173424705863 19.575215950608253 871.31854695081711 4407.3373011797667 251.92112699151039 34913.014060866088 8.7296116352081281 850.07792866230011 11377.120506763458 31809.247498214245 4.9860152751207343 313.88473102450371 14.980146452784536 1837.3852463513613 10.6490581035614 2199.6713861748576 261.28999820351601 5.2436312884092313 13.976136654615404 5.2309244275093079
leaf_count=51616 3182 15713 1621 11259 6198 1116 13163 109257 114 417 1935 79 3667 18029 1016 147690 35 3447 46752 131949 20 1258 60 7477 43 8970 1060 21 56 21
internal_value=-0.000168563 -0.00107838 -0.001895 -0.00484036 -0.000942545 -0.00812774 -0.00878859 -0.000525169 0.000476104 0.0102141 0.00739925 0.000191666 -0.00103075 0.00326439 0.000452526 0.000536401 -0.00545576 0.00040402 0.000992478 -0.000430039 -0.00645523 0.00265782 -0.0100543 -0.00074677 0.00437386 0.0033142 0.013927 0.0284701 0.0107337 0.0669175
internal_weight=139378 56545.7 37071 9058.57 28012.5 1537.86 4448.36 26474.6 19474.7 552.696 527.383 18922 4610.22 4426.91 82832.4 81673 1159.44 78949.5 46290.1 32659.3 1126.26 318.871 807.394 14495.1 2723.53 2451.59 271.939 33.1803 22.7057 10.4746
internal_count=587241 241661 161994 43802 118192 7314 24422 110878 79667 2466 2352 77201 19380 18108 345580 340927 4653 329838 194442 135396 4520 1278 3242 59093 11089 9986 1103 133 91 42

Tree=66
num_cat=0
split_feature=20 18 33 33 28 29 51 28 0 23 9 48 47 1 1 33 8 4 31 23 34 2 28 33 55 1 8 8 35 1
split_gain=20.2292 21.0158 29.0794 24.5113 31.5677 21.6196 18.9762 33.7962 19.6943 18.0472 16.7157 13.8511 14.7386 13.5293 11.2012 10.7707 13.7346 10.605 12.6103 9.74051 9.47105 9.95475 9.18683 8.24357 7.66555 7.23706 6.59963 7.86231 5.03534 2.97943
threshold=0.064619619399309172 -0.012004865799099205 -0.30901883542537684 -0.2079757824540138 0.021683344617486004 -0.18291660398244855 -0.23823731392621991 0.091516986489295973 -0.0088858222588896734 -0.0018641663482412694 0.0037895708810538058 0.42183295637369161 -1.9294450879096983 -0.02048446889966726 -0.016365206800401207 6.7063963413238534 -0.010129325091838835 -0.075265679508447633 0.44555136561393743 0.012967374641448261 1.2349662184715273 0.0074718466494232425 -0.081908166408538804 -0.39854933321475977 1.4881242513656618 0.081908166408538832 -0.0069390225689858189 -0.018972415477037426 1.2476077079772951 -0.18902185559272763
left_child=1 3 5 4 9 19 8 -8 -5 -1 -6 12 -4 -7 -13 16 20 18 -18 -3 22 -22 -2 -19 26 29 27 -17 -28 -26
right_child=15 2 11 6 10 13 7 -9 -10 -11 -12 14 -14 -15 -16 24 17 23 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=2.5707508962123941e-05 -0.0092188940288591547 -0.023402441844040479 -0.02144578511431355 -0.0059158927086758011 0.0045569345033081255 0.0049241823756310558 0.0023747878997133999 -0.0045796547767095941 0.0056469735988347279 -0.0024237004096385874 0.00037817704541533994 0.002127990070004639 -0.0028404424775016184 0.00032989262553542015 -0.0016988594984926819 -0.0034618855798460892 0.0075024713133030347 -0.11799857882678258 0.024120210597222431 0.055005775991555712 -0.078202248567217469 -0.012215684652226126 0.0024686768485690058 0.0038940516473245268 0.020884919855743447 -0.018828211858463929 -0.017070986133490718 0.074059577780262092 -0.063103137397685 0.081619481959681661
leaf_weight=22860.673908825964 293.93219117820263 160.37069744616747 154.23054628074169 579.64378196001053 5928.0601119846106 2796.2841980159283 11272.097041510046 3238.3331771716475 6227.8573676794767 20575.717388518155 8231.0399163961411 3941.2244613468647 24864.056768648326 13200.624743007123 9136.8794384300709 28.458022773265839 818.40837816894054 1.9986511915922154 205.71509014815092 5.9141004830598822 8.9054868221282941 108.57546125352383 1373.3552509695292 3166.8633975014091 5.2019414603710175 8.097615569829939 136.95780853927135 5.6439592987298957 9.1247404366731626 6.5934071242809313
leaf_count=93946 1178 673 770 2346 24198 11381 47487 13781 25833 94525 33579 15953 105547 54577 37308 115 3381 8 853 26 36 439 5564 13037 21 33 558 23 38 27
internal_value=-0.000158541 -0.000314243 -0.00122322 0.000310755 -0.00033258 0.000909254 0.00204888 0.000822746 0.00466242 -0.00113457 0.00212772 -0.00212797 -0.00295514 0.00113298 -0.000545598 0.00319788 0.00365622 0.00553259 0.0108405 -0.0206138 -0.000751981 -0.0172177 0.000408232 0.00381717 -0.010496 0.0248494 -0.0143982 0.0093681 -0.0199463 0.0548345
internal_weight=139351 133173 54259.6 78913.4 57595.5 16163.2 21317.9 14510.4 6807.5 43436.4 14159.1 38096.4 25018.3 15996.9 13078.1 6177.83 5977.75 4192.99 1024.12 166.285 1784.77 117.481 1667.29 3168.86 200.077 19.893 180.185 34.102 146.083 11.7953
internal_count=587241 561930 226235 335695 246248 66657 89447 61268 28179 188471 57777 159578 106317 65958 53261 25311 24496 17279 4234 699 7217 475 6742 13045 815 81 734 138 596 48

Tree=67
num_cat=0
split_feature=17 28 6 28 25 17 12 55 0 6 0 27 26 23 28 27 55 5 7 37 33 35 17 55 0 46 26 12 23 25
split_gain=19.0541 17.1015 25.3284 32.853 22.742 23.9757 13.691 16.9131 13.6318 13.2788 11.6736 11.2246 16.2555 11.1293 10.3773 10.7896 10.0451 9.87991 10.6667 9.26398 9.2066 9.12256 8.96962 8.51884 7.76025 11.1519 7.32157 6.66725 5.94724 8.71294
threshold=-0.41982804238796229 -0.0035241957521066065 6.0544911320903345e-05 0.0020204392494633798 -0.34858906269073481 -0.8667066991329192 -0.23517874628305432 0.10899014398455621 0.00041078397771343594 6.0536020100698813e-05 -0.0020930269965901967 0.0024529916699975733 -0.17438847571611402 -0.0024463066365569826 -0.79964974522590626 -0.040727607905864709 1.5427390933036806 2.2681281566619877 0.09095154702663423 7.3661301136016855 1.4748740792274477 1.5250954031944277 -0.43668319284915919 -1.2848619222640989 -0.003481545601971447 -0.004826899152249097 2.4251221418380742 -0.049518791958689683 -0.0045963488519191733 -0.07040113583207129
left_child=1 6 3 10 5 -4 7 22 -6 -5 -3 19 -13 -9 23 16 21 18 -17 -8 -19 -16 -1 28 26 -26 -25 -18 29 -2
right_child=14 2 4 9 8 -7 11 13 -10 -11 -12 12 -14 -15 15 17 27 20 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0074113203780495135 -0.013375806634968023 -0.0014343549288643447 -0.012174825289569225 -0.011990986116303134 0.002677904615262656 -0.0021900469086078025 -0.0011652879115230442 -0.0034972904339068997 -0.00079569960069309626 -0.0054052633566565233 0.015693418421551586 -0.00087981471643332556 0.0092536830770630629 0.0075507208745498955 0.0018901235321329894 0.00018950366330451206 -0.008592626489514114 -0.0047406717342893985 0.0022387416588276628 0.042456614544851889 -0.036699591023862548 0.01791322242603665 -0.010575482927196032 -0.0052728133900979517 -0.069000882598977326 -0.0069160773934953332 0.028164812720263513 0.016614705149733334 0.038838734222743442 0.022922442696441919
leaf_weight=2375.0894667506218 47.861910581588745 4329.0432995408773 955.52006348967552 1867.583205319941 6277.700633816421 9216.2005971670151 12799.981311231852 1415.0103337466717 11550.58020465821 2689.365843936801 148.15683889389038 1343.3498137295246 989.76388627290726 427.39510349929333 2196.1156580746174 67035.168777387589 42.898922368884087 826.96086678281426 10588.614076375961 17.550365582108498 33.775576308369637 135.82791310548782 104.18700122833252 1465.5568341463804 16.654624745249748 27.803274378180504 23.959554940462112 316.20671194791794 22.726773664355278 47.366699427366257
leaf_count=9782 193 18191 4711 11826 26453 38700 52226 5854 48328 13163 622 5461 4031 1814 8942 281614 175 3529 42715 74 137 559 425 5880 67 112 96 1279 92 190
internal_value=-0.0001491 -0.000998583 -0.00175546 -0.00451788 -0.000864175 -0.00312801 0.000440917 0.00341977 0.000427427 -0.0081043 -0.000867573 -0.000408793 0.00341906 -0.000934409 0.000430434 0.00052624 0.00426195 0.000398151 0.000469039 -0.00110556 -0.00599475 0.00282342 0.00665546 -0.00427743 -0.00547223 -0.030174 -0.00473495 0.0136034 0.0112606 0.00467894
internal_weight=139334 56506.5 37034.2 9034.15 28000 10171.7 19472.3 4321.68 17828.3 4556.95 4477.2 15150.6 2333.11 1842.41 82827.5 81175.6 2691.05 78484.5 77623.8 12817.5 860.736 2331.94 2479.28 1651.93 1533.97 44.4579 1489.52 359.106 117.955 95.2286
internal_count=587241 241661 161994 43802 118192 43411 79667 17875 74781 24989 18813 61792 9492 7668 345580 338950 10955 327995 324329 52300 3666 9501 10207 6630 6155 179 5976 1454 475 383

Tree=68
num_cat=0
split_feature=20 29 33 11 2 25 33 47 0 18 0 51 18 18 18 18 0 33 7 26 52 5 35 26 3 11 29 18 33
split_gain=17.6465 18.6577 30.4684 29.2713 23.0019 23.8968 19.7931 19.8085 16.0977 16.005 15.1281 14.9866 14.0027 11.9554 9.97761 9.80022 10.0865 10.04 10.8735 12.9624 12.7761 8.71365 7.61052 6.46992 6.29091 10.1347 6.08776 9.03553 6.90498
threshold=0.064619619399309172 -0.16779244691133496 -0.29807743430137629 -1.9310770034790037 -0.0032923403196036811 -1.3232875466346739 -0.30901883542537684 1.0000000180025095e-35 0.0011335130548104646 -0.019002547487616536 -0.0013341903686523435 -0.14434109628200528 0.00039724873204249894 -0.010630853939801453 -0.010754817165434359 -0.0067468869965523473 -0.0020303160417824979 6.7063963413238534 -0.016868890263140198 1.7379598617553713 0.14369332045316699 -1.6722549796104429 -1.4157922267913816 0.48550662398338323 0.10860868543386461 0.82590126991271984 0.44090917706489569 -0.0075472239404916755 -0.32577511668205256
left_child=1 2 4 14 10 -6 9 11 -5 22 -1 -8 -11 -9 -4 16 26 18 19 -17 -20 -19 -3 -23 25 -18 28 -28 -2
right_child=15 6 3 8 5 -7 7 13 -10 12 -12 -13 -14 -15 -16 17 24 21 20 -21 -22 23 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.00014234060291235876 0.08432182387992751 -0.036411049767038801 -0.019008001746067392 0.0031745884498105979 -0.009399829460277535 -0.001493778226626609 -0.0008210739258151038 0.0016704334580684023 -0.00035034566433584708 -5.7069801219355651e-05 0.0039858053970225262 -0.0038080766320383718 0.0035370466258896377 -0.0012547553264982956 0.046756932680882435 -0.0021516681167283477 -0.026395436280627183 0.053969279887161457 0.009064741629195466 0.014571719384935733 0.0023950799053472404 -0.019458598554994062 -0.0086319836019491183 0.004645042890577572 -0.089675726459421373 0.058165781586082689 0.0050920057112156985 -0.076005445092415788 0.01036762294640906
leaf_weight=12032.800767309964 6.4500928968191173 39.305168427526951 276.55487738549709 18817.984883867204 1504.339551974088 16174.140181593597 9425.364940457046 7332.4804854393005 6200.9725700765848 18788.274130061269 4351.5023191869259 16869.907292798162 4925.3970634043217 16017.494008116424 8.5621337443590146 1481.531619489193 79.467765256762505 7.4140600711107245 1914.7864062786102 188.03147605061531 2247.5403872430325 135.34820865094662 367.15853094682097 56.962133556604385 5.0843291804194441 5.4524249136447898 31.388325810432434 5.8709414452314368 15.388696819543837
leaf_count=50736 26 192 1123 78298 7610 71421 40664 30015 26192 77691 18042 72316 20203 65748 35 5983 346 30 7888 757 9235 552 1644 232 23 23 129 24 63
internal_value=-0.000140238 -0.000285738 0.00050602 0.00208308 -0.000665525 -0.00216654 -0.00092295 -0.00160802 0.00230093 0.00048709 0.000954052 -0.00273741 0.000689438 -0.000336172 -0.0170331 0.00299382 -0.012202 0.00336946 0.00382248 -0.000268227 0.00546331 -0.0098584 -0.0113182 -0.0123191 -0.0248474 -0.0209661 0.00705664 -0.00768652 0.03221
internal_weight=139313 133132 59366.9 25304.1 34062.8 17678.5 73765.4 49645.2 25019 24120.1 16384.3 26295.3 23713.7 23350 285.117 6180.72 149.103 6031.61 5831.89 1669.56 4162.33 199.724 406.464 192.31 90.0045 84.9202 59.0981 37.2593 21.8388
internal_count=587241 561930 253457 105648 147809 79031 308473 208743 104490 99730 68778 112980 97894 95763 1158 25311 634 24677 23863 6740 17123 814 1836 784 392 369 242 153 89

Tree=69
num_cat=0
split_feature=25 6 1 1 34 1 18 29 33 45 24 0 23 24 47 12 51 21 21 53 45 35 20 34 33 26 8 49 55 6
split_gain=16.5495 22.5649 21.3279 19.1817 16.7654 15.3704 15.2257 14.9727 28.3002 21.5707 18.8282 18.0432 17.4506 16.0249 15.9898 17.1331 16.9657 14.9726 13.3156 14.6384 13.2951 12.619 11.4807 11.1317 9.96754 9.8566 9.80357 9.04416 8.30596 7.85482
threshold=-0.96568456292152394 0.99501240253448497 -0.0018123605404980479 -0.00527663854882121 1.3183248639106753 -0.0056293746456503859 -0.019292977638542649 -0.15981440246105191 -0.27698546648025507 0.0088714202865958231 -2.252296924591064 -0.045198708772659295 -0.018049153499305245 0.818040430545807 0.76390226185321819 -0.23768094927072522 0.53403377532958995 0.72027611732482921 4.1274077892303476 6.3087003231048593 0.089111424982547774 1.469408452510834 0.10446044057607652 1.2016227841377261 -0.39943376183509821 0.94135609269142162 -0.11739586666226386 -0.72152602672576893 -1.3901268243789671 -0.74429857730865467
left_child=1 4 3 5 22 -3 29 8 10 12 23 20 -10 -12 15 -13 -16 -5 25 -20 26 -8 24 -2 -1 -4 -9 -24 -22 -6
right_child=7 2 18 17 6 -7 21 11 9 -11 13 14 -14 -15 16 -17 -18 -19 19 -21 28 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.023446852448252009 -0.008234026011202971 -0.0061206917995703866 -0.0058227231747999325 -0.019096816544036645 0.02650642050511709 0.059538369241528548 -0.0085498469379923 -0.0035187730107220762 -0.011502762256078375 0.011629869976119258 0.00061010232808206787 -0.029283026537792786 0.0025930060954540849 -0.003232547009658018 0.00035209996562933569 -0.0011957717198816948 0.0071471009956935736 -0.05659492070802373 -0.045137656979043275 0.056095995053263736 0.038188446822256528 0.0012771963171835071 0.027610474592216716 -0.040037381554801264 -0.0006476816238345 0.0035357817779955642 0.0055906431084647079 0.00518242467150645 -0.018223130923629212 -0.019437829620478447
leaf_weight=62.02097537368536 590.8418183773756 301.16320058703423 1075.3422838896513 456.22272471338511 13.970692589879034 13.406460992991923 962.3167579844594 493.58441899716854 322.13392493873835 947.16756335645914 28227.150586705655 78.317209221422672 17111.358140058815 4534.5721247196198 12811.928326100111 46056.37000630796 1475.1090590432286 41.850191630423069 44.805910244584084 5.8088166564702979 10.105415046215056 920.28255731612444 80.509351387619972 42.468193329870701 18104.909983418882 650.07681345194578 3074.7432823181152 330.19641222059727 133.90000227093697 325.67878638952971
leaf_count=310 2605 1270 4610 2131 59 58 4101 1979 1473 3959 120162 335 71042 20003 52201 193705 6023 278 291 33 41 3904 329 192 76832 2800 12484 1356 542 2133
internal_value=-0.000131888 -0.00158778 -0.0068705 -0.0149217 -0.000930311 -0.00332241 -0.00585553 0.000161886 0.000920852 0.00281164 -0.000119841 -0.000450831 0.00233255 7.82386e-05 -0.000700285 -0.00124345 0.00105367 -0.0222476 -0.00318658 -0.0335195 0.00360927 -0.00374603 -0.000341158 -0.0103667 -0.000565424 -0.00229677 0.00433059 0.00957892 -0.0142645 -0.017548
internal_weight=139298 23388.6 2588.68 812.643 20799.9 314.57 2222.25 115910 51775.7 18380.7 33395 64134.1 17433.5 32761.7 60421.7 46134.7 14287 498.073 1776.03 50.6147 3712.33 1882.6 18577.6 633.31 18166.9 1725.42 3568.33 410.706 144.005 339.649
internal_count=587241 100495 11471 3737 89024 1328 10197 486746 219436 76474 142962 267310 72515 140165 252264 194040 58224 2409 7734 324 15046 8005 78827 2797 77142 7410 14463 1685 583 2192

Tree=70
num_cat=0
split_feature=8 8 48 16 24 14 9 9 19 16 7 7 51 34 35 50 7 1 16 12 23 51 51 26 16 5 35 16 28 12
split_gain=16.4511 36.2302 41.9943 31.1731 29.3756 25.7132 45.6489 20.5037 17.1695 16.3184 15.3485 14.6212 14.4212 14.0934 14.0434 12.8016 12.7965 16.3468 20.4094 18.1331 13.5825 15.1139 11.7906 9.58991 9.48289 9.46677 9.36377 10.7677 9.29498 8.06344
threshold=0.016971262171864513 0.02922036033123732 1.0000000180025095e-35 -0.05880076810717582 -1.7245098352432249 0.011168861296027901 0.0097334892489016073 0.0010907555697485807 0.017024359665811065 0.07694787904620172 0.039431510493159301 0.015566798392683269 -0.24406133592128751 -1.2219058275222776 -1.3506662249565122 -0.86875969171524037 -0.040839007124304764 -0.010079499799758194 -0.59587794542312611 0.024987090378999714 0.11360239237546922 0.56115069985389721 -0.30721545219421381 -0.92932444810867298 0.014055797364562752 -1.1894178986549375 1.4979923367500307 0.010171570815145971 0.57238769531250011 -0.19185125082731244
left_child=3 2 5 16 13 7 -7 -2 25 14 12 -10 -11 23 24 -15 20 19 -19 -18 21 -1 -16 -5 -3 -4 27 -6 -28 -12
right_child=1 9 8 4 26 6 -8 -9 11 10 29 -13 -14 15 22 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00079660473460638952 -0.0040887818798472876 -0.0017189185373055326 -0.0082887748651112939 -0.0071769231845644757 0.0018515154195201694 -0.0099022414086527306 -0.00045691743930116737 0.0019909738988063224 -0.0081495275403511112 0.012796277631142461 -0.0043195498532018761 0.0098039618315032707 -0.0064055381559007894 -0.018958083299749396 -0.0026867225865176278 -0.0052704091011824845 0.0039800798115421261 0.0094489176211348426 -0.0051950045660935067 -0.0031491002796128977 0.019268890716923254 -0.0048906930454948308 0.0018089292558743826 0.015149512221710749 -0.014029105889919215 0.00034949875794103703 -0.0045300760198544923 0.0046405565349966734 0.028660701047751112 1.3817290458891839e-05
leaf_weight=13688.722488291562 5731.2268224880099 701.54703365266323 489.02543686330318 122.78187730908394 26944.074316345155 5345.3564339056611 2810.5787725970149 3064.7928682491183 190.91525824368 149.39692140370607 1700.3373623713851 1128.988247692585 2448.5389396697283 358.57338336110115 2283.2469603270292 783.41617669910192 2392.9933851659298 362.99735288321972 6104.6717613041401 2772.411901652813 134.18437212705612 1917.836786955595 26190.442876618356 158.88231275975704 331.83037405461073 6913.7436041682959 978.00789697468281 6114.0914673507214 31.348630607128143 17016.097309015691
leaf_count=55186 26053 2859 2013 540 111536 28364 12676 14181 780 714 6975 4686 10892 1503 10053 3290 9934 1519 26321 11512 554 7745 107835 661 1388 28780 4061 25258 126 69582
internal_value=-5.1843e-05 -0.00064281 -0.00247994 0.000667264 0.00184066 -0.00422058 -0.00664733 -0.00197042 0.00090289 0.000285292 -0.000979717 0.00720711 -0.00530132 -0.00660343 0.00119907 -0.0095682 -0.000854087 -0.0023631 -0.00437312 0.000153657 0.00026114 9.77121e-05 0.00144843 0.00541707 -0.00567187 -0.000221144 0.00219353 0.00236735 -0.00349924 -0.000379857
internal_weight=139361 76496.1 25674.6 62865 35491.2 16952 8155.94 8796.02 8722.67 50821.4 21314.4 1319.9 2597.94 1423.65 29507.1 1141.99 27373.8 11633.1 6467.67 5165.41 15740.7 15606.6 28473.7 281.664 1033.38 7402.77 34067.5 33058.2 1009.36 18716.4
internal_count=587577 327831 117533 259746 146975 81274 41040 40234 36259 210298 88163 5466 11606 5994 122135 4793 112771 49286 27840 21446 63485 62931 117888 1201 4247 30793 140981 136794 4187 76557

Tree=71
num_cat=0
split_feature=25 12 13 12 7 7 19 46 55 5 46 17 0 46 47 55 8 4 55 45 18 20 45 34 51 18 47 18 7 46
split_gain=18.0252 21.3895 17.1175 19.48 15.7216 36.8535 17.1747 16.5693 15.2141 13.6385 12.5535 12.2816 12.2576 11.8384 11.126 16.3927 14.3956 13.0065 11.1105 16.4609 11.0819 10.7277 10.3935 9.91497 9.80455 8.80843 8.72587 7.7811 7.75078 7.26812
threshold=-0.96568456292152394 -0.13890884816646573 0.009677451569586994 -0.28382517397403711 0.016801761463284496 0.027214235626161102 -0.0109872012399137 -0.00080876931315287937 0.10899014398455621 1.1715012192726137 -0.040199752897024148 -0.70805895328521717 -0.0022038938477635379 -0.003921529045328497 0.76390226185321819 -1.9132363796234129 -0.49987518787384028 -0.14124661684036252 -0.016158157959580418 -0.0091262371279299242 0.046438999474048621 0.023194737732410434 0.002415241790004075 -1.3555532693862913 -0.15596427023410794 -0.020925365388393399 -1.256108224391937 -0.018862474709749218 0.44278691709041601 -0.0031928630778565999
left_child=2 4 13 8 6 10 7 -2 27 -7 -6 12 -5 18 16 28 21 -17 25 -20 -18 -3 29 -10 -8 -1 -13 -4 -16 -15
right_child=1 14 3 11 5 9 24 -9 23 -11 -12 26 -14 22 15 17 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10383728418821568 0.0029372170213086274 0.0070903279706501848 -0.00074558009069111881 0.0041110248769061454 0.052893061203685372 0.0022935360764360338 0.019074052489183358 -0.00017907494056422447 0.010375976817522996 -0.00099042117084987441 -0.0026898048855876319 -0.0081310875683414368 -0.010210224357046632 0.0073078646132526508 0.031488202414795934 0.010643836880799428 -0.0017200620950997194 0.00034525277372476074 0.0027194651281869939 -0.0060553774832290972 0.0018065321889705447 -0.0030598486725149951 0.010718704443511324 -0.027823449000134524 0.0061639737925915945 0.00082461073876827988 -0.0013505789801940354 -0.043285923857988608 -0.03699553256292986 0.00028216457744862153
leaf_weight=2.990581050515174 16196.366918839514 1271.7815398871899 228.81094824522734 260.35892009735107 14.646575972437857 18590.428402192891 270.32348480820656 9894.7781281098723 27.095505207777023 6029.3318406865001 11530.491687223315 741.14452657848597 1239.1059773676097 640.37010846287012 82.585164770483971 457.88950823247433 34163.99689104408 12317.286772176623 1061.054319486022 2802.0829301849008 3540.206635594368 531.51665741205215 498.44557471573353 251.6144551821053 977.75982961058617 3863.5175502970815 8748.5123981833458 16.602066315710545 6.4112652987241736 3077.93197401613
leaf_count=13 66861 5113 1490 1104 63 77014 1112 40965 260 25580 53197 3962 5963 2807 337 1849 143722 50140 4365 11688 14549 2138 2083 1758 4020 15959 36476 80 26 12883
internal_value=-4.88417e-05 0.00025822 -0.00156553 -0.00321646 0.000998511 0.000177691 0.00208431 0.0017554 -0.0145173 0.0014893 -0.00261929 -0.00267747 -0.00772356 2.55453e-05 -0.000639433 0.000893143 -0.00113846 0.000714376 -0.0013695 -0.00364527 -0.00138894 0.00409859 0.00258278 -0.0241098 0.00896018 0.000904287 -0.00188014 -0.00362341 0.0265547 0.00149214
internal_weight=139335 115876 23459.6 11513.2 63504.1 36164.9 27339.2 26091.1 524.123 24619.8 11545.1 10989.1 1499.46 11946.4 52371.7 12864.2 39507.5 12775.2 7729.65 3863.14 37704.2 1803.3 4216.75 278.71 1248.08 3866.51 9489.66 245.413 88.9964 3718.3
internal_count=587577 486686 100891 51093 268812 155854 112958 107826 3588 102594 53260 47505 7067 49798 217874 52352 165522 51989 32025 16053 158271 7251 17773 2018 5132 15972 40438 1570 363 15690

Tree=72
num_cat=0
split_feature=6 23 23 44 6 6 28 31 25 17 6 54 18 21 5 28 28 13 53 23 5 28 17 28 51 51 18 7 47 23
split_gain=18.0397 24.315 32.4858 39.1287 30.2778 30.2243 29.9604 26.7299 21.2699 28.6049 19.9853 18.6706 17.6579 16.7994 16.527 16.2639 19.3016 16.8483 14.0529 13.6104 13.5896 12.9831 12.5784 11.3844 10.4993 15.7533 11.4254 10.2077 8.3615 8.23006
threshold=0.99501240253448497 -0.0016591091989539561 -0.0018641663482412694 3.7914838790893559 6.0548711189767353e-05 0.22455577552318576 0.027290806174278263 -0.10053554549813269 -0.9972856044769286 -0.8429943025112151 -0.16700311750173566 6.3892827033996591 -0.017412517219781872 0.1032591760158539 0.81225994229316723 0.069395199418067946 0.0023107397137209777 0.13951785862445834 6.3087003231048593 0.072871152311563506 2.4104387760162358 0.0024075944675132637 4.4975552558898935 0.041215280070900924 -0.22873263061046598 -0.22227588295936582 -0.0073406647425144902 0.049564968794584281 1.0000000180025095e-35 0.041329916566610343
left_child=1 2 10 4 -4 7 -5 19 9 18 11 -1 21 -12 23 16 17 -10 -2 -3 -9 -11 -18 -7 26 -26 -17 -16 -14 -20
right_child=8 5 3 6 -6 14 -8 20 15 12 13 -13 28 -15 27 24 22 -19 29 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00029458581277610373 -0.039422833571203617 4.8060473502536588e-05 -0.0043907310855989187 0.017567758459153433 0.00029905890871414202 -0.00010328818425065349 -0.0104163943846461 0.0062978175123797548 -0.012538163354697839 0.057348414438761361 0.0036097114915789245 0.016563298418023131 -0.0069351865052784539 -0.0025449615616178634 -0.0049514897518157649 0.0039767951880719087 -0.0038824582942541186 0.024231737580006789 0.10037077142955958 0.020418615781526886 -0.0083044689976922142 -0.018815654408535727 0.018017907499015547 0.0027513891874325238 -0.021301812957385157 9.1291413673195027e-06 0.045882746717924756 -0.00050095449995770822 0.0010025789999898828 -0.0097361560553649376
leaf_weight=47292.048197001219 125.41609518975019 5484.8036781698465 14568.463194794953 586.40131744742393 7510.9282011836767 11290.808778047562 180.00788930058479 7886.4990776255727 61.608162775635719 8.2311742156743986 9548.213246114552 237.70177911221981 1012.468426078558 1917.1305119395256 2808.9073057174683 2351.55381077528 6573.1792310625315 165.03649008274078 4.036755904555319 120.6751265078783 236.31381958723068 381.09233579039574 95.787199892103672 9068.5822728574276 129.82525715231895 3273.6843736171722 23.657530009746552 5464.5209943950176 904.55831307172775 6.1932776421308517
leaf_count=193550 827 22480 71831 2400 31140 47568 727 32402 289 48 39041 972 4409 8136 12053 9568 28675 725 23 517 964 1801 440 36794 529 13578 98 22214 3742 36
internal_value=-4.59879e-05 0.000192201 -0.00041178 -0.00233274 -0.00279537 0.00135908 0.0109951 0.00367365 -0.00200304 -0.00713048 0.000332109 -0.000210278 -0.00555563 0.00258058 0.000249338 -0.00101513 -0.0029827 0.0142367 -0.0339072 0.000486599 0.005873 -0.0172054 -0.0035679 0.00116826 0.00133273 -0.000803767 0.00439419 -0.00201195 -0.00318971 0.0337119
internal_weight=139318 124202 81840.9 22845.8 22079.4 42361.1 766.409 13728.3 15116.3 2442 58995.1 47529.7 2306.35 11465.3 28632.8 12674.3 6895.61 226.645 135.646 5605.48 8122.81 389.324 6668.97 20359.4 5778.72 3403.51 2375.21 8273.43 1917.03 10.23
internal_count=587577 522789 347797 106098 102971 174992 3127 56363 64788 10886 241699 194522 10000 47177 118629 53902 30129 1014 886 22997 33366 1849 29115 84362 23773 14107 9666 34267 8151 59

Tree=73
num_leaves=29
num_cat=0
split_feature=6 27 23 23 44 6 6 28 31 6 37 25 17 53 35 9 23 24 35 9 9 0 28 13 24 55 13 26
split_gain=15.9581 22.999 21.4839 28.7361 34.5845 27.143 26.69 26.4629 23.5899 17.6631 17.6644 15.2233 17.4672 19.1596 15.0766 14.7797 13.6199 13.3948 13.238 12.8818 12.4912 12.4317 12.4189 12.2855 12.1364 11.6743 9.50752 8.36161
threshold=0.99501240253448497 0.00083522449131123732 -0.0016591091989539561 -0.0018641663482412694 3.7914838790893559 6.0544414736796177e-05 0.22455577552318576 0.027290806174278263 -0.10053554549813269 -0.14825199544429776 6.9865906238555917 0.53076326847076427 -0.9409729242324828 0.77570027112960827 -1.4300066232681272 0.042827455326914794 -0.010610489174723623 -1.2878079414367674 1.2243171930313113 0.04899996146559716 0.050703926011919982 0.055173911154270179 0.0023107397137209777 0.0032239778665825729 0.66165438294410717 0.076794881373643889 0.022074085660278801 -1.1593387722969053
decision_type=2 2 2 2 2 2 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 14 3 9 5 -5 8 -6 21 10 -1 12 13 -3 -2 23 -11 26 24 -20 -10 -4 -14 -16 -8 -17 -13 -19
right_child=1 11 6 4 7 -7 18 -9 20 16 -12 17 22 -15 15 25 -18 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00023384778301038304 0.077788123269264167 -0.030854162118010706 0.00037110450970950982 -0.0048954726105660132 0.01650754571115837 -0.00067459312603992993 0.001450487141773233 -0.0097991626707500355 0.007442299126675044 -0.0032002310287502387 0.020278420576392734 0.0065450668411223779 0.013023390571897808 0.026880435136923998 0.0042496036874409846 -0.011123949230329803 0.0033639799478351376 0.035560723428295117 -0.0058053099003893133 0.00015601156074395743 0.0026434687434744855 0.092953487568961518 -0.0025022942721560329 -0.016449022090705156 -0.0022623694127542554 0.015841237406614379 -0.016474662828958733 0.0024979370927295176
leaf_weight=48384.687912851572 7.0089088380336753 136.72203846275806 5600.1634143814445 10220.636160422117 586.61248981952667 11836.638558164239 19556.13703994453 179.86984217166901 4866.9394487664104 1299.3195806592703 151.61212711036205 89.721898436546326 189.24702712893486 24.383006051182747 118.15141876041889 109.68156795948744 9160.3743974156678 27.731124892830849 2335.7690863907337 2956.9555198103189 3261.109923735261 5.2261378765106192 9303.242397300899 817.4753048196435 3782.3924140334129 122.19304393231869 230.59672400355339 3929.9707749634981
leaf_count=198001 32 1000 22976 52717 2400 50254 81015 727 20131 5564 621 373 846 137 504 448 37513 118 9930 11969 13235 21 39394 3938 15715 506 970 16522
internal_value=-4.33346e-05 -0.00188469 0.000180653 -0.000387215 -0.00219503 -0.00263041 0.00127739 0.0103342 0.00345186 0.000312174 -0.000169774 -0.00120493 -0.00252526 -0.0221161 -0.00994778 -0.0104745 0.00254856 0.00177446 0.000234367 -0.00247482 0.00551693 0.000457423 -0.00219277 -0.0138352 0.000848758 0.00308614 -0.0100268 0.0027296
internal_weight=139291 15106.1 124184 81819.8 22823.8 22057.3 42364.7 766.482 13733.4 58996 48536.3 13931.6 9653.59 161.105 1174.51 1167.5 10459.7 4278.02 28631.3 5292.72 8128.05 5605.39 9492.49 935.627 23338.5 231.875 320.319 3957.7
internal_count=587577 64788 522789 347797 106098 102971 174992 3127 56363 241699 198622 59360 41377 1137 5428 5396 43077 17983 118629 21899 33366 22997 40240 4442 96730 954 1343 16640

Tree=74
num_cat=0
split_feature=25 12 33 6 17 53 48 2 33 8 1 1 34 0 55 26 33 28 23 33 25 47 47 55 8 4 27 7 13 37
split_gain=15.4177 19.0382 29.308 18.8646 24.1952 23.6893 18.2958 16.8935 15.4648 13.5365 13.3143 19.4882 13.249 14.4307 12.6566 12.0717 12.8212 22.6563 10.9568 12.2209 10.7345 9.98002 9.3764 14.4262 12.1098 11.5346 10.2776 10.1715 7.4897 7.10769
threshold=-0.96568456292152394 -0.13890884816646573 -0.3380224853754043 0.52024725079536449 -0.83368489146232594 0.77570027112960827 0.80370745062828075 -0.0032923403196036811 -0.37432813644409174 -0.19388418644666669 -0.0073631936684250823 -0.0022675037616863842 -1.4177638888359068 0.003177645150572062 0.45326490700244909 0.80259674787521373 0.2451635077595711 0.077588375657796874 0.0028270264156162743 -0.29946294426918024 0.49654707312583929 -1.9294450879096983 0.76390226185321819 -1.9132363796234129 -0.49987518787384028 -0.14124661684036252 -0.078926280140876756 -0.56516984105110157 0.55704075098037731 3.6070289611816411
left_child=3 2 7 15 5 9 -7 8 -2 -5 28 -12 20 -14 -9 16 21 -18 19 -17 -4 -1 24 -24 27 -25 -26 -3 -6 -20
right_child=1 22 12 4 10 6 -8 14 -10 -11 11 -13 13 -15 -16 18 17 -19 29 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.011554225523763218 0.0030416598247622602 0.0014963635725939782 -0.0095704465667225593 0.035279486805119484 0.0063591689112410463 -0.00252648773383849 0.10334381876736663 -0.0010167152012596295 -0.0012141598996265961 -0.028453250972322087 -0.011741397451951536 -0.0024030772417665642 0.0027471290974617393 -0.00027914256103517764 -0.0052424387394630631 0.00013134879492463953 0.0058307176228287174 -0.010063212062451442 0.0097806520087880822 -0.0069021952037826087 0.0030840190806014829 -0.00032969549992183247 0.024840244127382033 0.0099826903393237729 0.0041588550460220815 0.00028720274522160677 -0.0014722449617104315 0.012786919828439533 -0.066983620244489742 -0.023293027669959842
leaf_weight=292.86885290592909 6266.8500825613737 1445.299513861537 632.77604146301746 12.542096838355063 501.32890520989895 16.956202998757366 8.9928752630949003 9546.8443910330534 6032.9671415984631 276.19470953941345 1058.961927883327 3348.3407320976257 30143.124172110111 6987.3979677632451 3482.3851246312261 1416.0318876579404 2567.2894714325666 369.31690981984138 299.33487813174725 2390.8757249936461 390.09269426018 10842.287718649954 89.25996869802475 458.17115390300751 1205.3860465288162 12317.971090137959 36478.918948195875 358.49885715544224 5.0630980581045142 25.374896258115768
leaf_count=2230 26537 5810 2861 78 2091 92 46 41752 25066 1593 4629 14155 125813 29351 15759 6217 10616 1514 1255 9965 1673 46276 363 1849 4907 50140 153364 1441 21 113
internal_value=-4.08274e-05 0.000243106 0.000941642 -0.00144446 -0.00462108 -0.0207497 0.0341638 -0.000640607 0.000954213 -0.0256848 -0.00358816 -0.00464684 0.00199206 0.00217763 -0.00214614 -0.000532075 0.000305157 0.00383185 -0.00338358 -0.00428597 -0.0047444 -0.000624915 -0.00060392 0.000802833 -0.00106225 0.000634897 -0.00129213 0.00374032 0.00562586 0.00719606
internal_weight=139268 115836 63482.4 23431.8 5228.38 314.686 25.9491 25329 12299.8 288.737 4913.69 4407.3 38153.4 37130.5 13029.2 18203.4 14071.8 2936.61 4131.62 3806.91 1022.87 11135.2 52353.5 12865.4 39488.1 12776.1 37684.3 1803.8 506.392 324.71
internal_count=587577 486686 268812 100891 22705 1809 138 109114 51603 1671 20896 18784 159698 155164 57511 78186 60636 12130 17550 16182 4534 48506 217874 52352 165522 51989 158271 7251 2112 1368

Tree=75
num_cat=0
split_feature=1 1 18 33 28 34 2 11 31 46 11 11 34 23 14 9 34 16 12 48 8 24 33 32 27 21 55 17 4 7
split_gain=21.0616 72.175 23.3591 18.339 15.5464 14.2481 14.1471 13.8373 14.0602 19.3409 13.2934 15.6528 12.7301 12.708 12.1326 11.4861 23.0536 11.2103 9.86765 9.41761 12.5057 9.52801 11.3599 9.1357 8.90065 8.66153 8.56114 8.46618 5.48651 5.13219
threshold=-0.0026376470923423763 -0.0026260424638167019 -0.014041996560990809 -0.36028802394866938 0.0017367406981065871 -1.4177638888359068 -0.0053398483432829371 1.250900447368622 0.072833202779293074 -0.0041784720961004487 -1.1389113068580625 -1.4021638631820676 1.0324587821960451 -0.0093435486778616888 -0.20494142919778821 0.093192353844642653 1.3106893897056582 -0.0250390600413084 -0.084310915321111665 0.80370745062828075 0.49653029441833502 1.0000000180025095e-35 -0.35186788439750666 -0.0048581806477159253 1.0000000180025095e-35 1.2277988195419314 -1.0882874727249143 -0.75689059495925892 -0.053871607407927506 0.56871670484542858
left_child=5 2 3 6 18 19 -2 8 9 -7 11 28 -10 -5 -6 16 -12 -17 -4 21 23 22 -1 -21 -13 -23 -9 -28 -3 -22
right_child=1 10 4 13 14 7 -8 26 12 -11 15 24 -14 -15 -16 17 -18 -19 -20 20 29 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0038219555414818565 0.0060533231526936591 -0.075420520604650168 0.00133058175472796 -0.022378590068466032 0.0020579476916550766 -0.00064364919276296102 -0.0092090468149824117 -0.042065465650582702 0.0028788640101217412 0.0021569262687195214 6.6549317944067181e-05 0.0051648839025626786 -0.001034460334453615 -5.3093263445967699e-05 -0.013544107060842542 -0.0020719267556965882 -0.003247455751458675 0.0023489335684622162 -0.0091358865678577827 0.00010267033588407589 0.053395678452841072 -0.0094043820468933462 -0.0050066952006780699 0.075796941368562146 0.025097256614997007 0.058431366254346244 -0.044035442351456851 -0.0054141233271311874 -0.014970192869107966 -0.012576265550896644
leaf_weight=783.22845683991909 245.31261929869652 7.9211701452732113 622.24111104011536 94.270568609237671 195.34213274717331 25772.249825365841 2010.7332989834249 29.939508408308029 17977.176041446626 13541.974006064236 40381.695087403059 160.71748478710651 3590.2026993632317 3482.7584149166942 2202.6546778678894 2585.2322335392237 9296.4088026881218 10260.157856345177 677.19044528901577 2227.9534366130829 22.411070838570598 1040.654328532517 1589.3439218848944 5.7549109756946555 161.88810123503208 6.8205087929964057 22.122718408703804 267.54899616539478 17.016254484653473 5.2370980232954016
leaf_count=3376 1099 32 2635 452 871 105584 11584 123 74382 56163 170644 661 14788 17348 10436 10420 40254 41550 2847 9025 90 4561 6782 24 663 28 96 1102 70 21
internal_value=-0.000103469 -0.000812603 -0.00567822 -0.00331327 -0.00940918 0.000664181 -0.00754948 0.000931003 0.000996371 0.000321023 -7.5033e-05 0.011627 0.00222743 -0.000641469 -0.0122732 -0.00014008 -0.00055361 0.0014592 -0.00412395 -0.00221008 0.000794099 -0.00419646 -0.0020922 0.000297689 0.0151672 -0.00896268 -0.0115207 -0.0083637 -0.0341717 0.0408993
internal_weight=139284 72401.5 9530.5 5833.07 3697.43 66882.6 2256.05 61201.2 60881.6 39314.2 62871 347.543 21567.4 3577.03 2398 62523.5 49678.1 12845.4 1299.43 5681.4 2261.36 3420.05 2372.57 2233.71 322.606 1047.47 319.611 289.672 24.9374 27.6482
internal_count=587711 311566 47272 30483 16789 276145 12683 252238 250917 161747 264294 1426 89170 17800 11307 262868 210898 51970 5482 23907 9160 14747 10158 9049 1324 4589 1321 1198 102 111

Tree=76
num_cat=0
split_feature=1 1 13 21 28 19 34 19 1 18 0 7 11 47 28 13 0 13 9 1 8 52 28 24 55 55 8 50 25 35
split_gain=18.6153 63.9398 29.2007 17.9934 15.2472 13.7969 12.5941 15.2694 12.306 25.2913 15.4101 13.1846 12.2493 12.2106 11.2454 15.483 15.038 10.8366 14.6362 10.7104 9.65135 14.5237 11.9011 8.68268 7.63548 7.25783 7.14014 6.99686 0.580391 0.02817
threshold=-0.0026376470923423763 -0.0026260424638167019 0.057617817074060447 -0.20033397525548932 0.57238769531250011 0.10361925140023233 -1.4177638888359068 -0.023943598382174965 0.0001867155733634718 -0.019392709247767922 0.0015406901366077366 0.44278691709041601 1.250900447368622 0.76390226185321819 -0.020215187221765515 -0.066204853355884538 -0.028491796925663945 -0.83258375525474537 -0.0095503684133291227 -0.0045854703057557336 0.017569158226251606 0.087048649787902846 -0.00049628029228188087 -0.94182297587394703 -1.0882874727249143 -1.0423914194107053 1.0726422667503359 -0.98137247562408436 0.14778019487857821 -1.2242467403411863
left_child=6 2 3 5 -5 -2 7 28 9 23 -11 13 14 -10 15 -8 -16 18 -9 -19 21 -4 -22 -3 27 -26 -13 -14 29 -1
right_child=1 8 20 4 -6 -7 12 17 11 10 -12 26 24 -15 16 -17 -18 19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.083722795281427037 -0.0056001764193272276 -0.0099627202155695236 -0.016746153639339137 0.0010478749169117547 -0.087684204871522023 -0.056278672904227008 0.0012159391890273019 0.0021355649629389408 -0.0014614904029912963 0.0036341051149761027 -0.00078924790038703107 0.0064082959800466719 0.0082270695372943896 0.00080999609395082846 0.005935798258788893 -0.0018562704151865624 0.0012595763595795683 -0.0036057376004771957 0.030467841024852067 0.0064121800586131646 0.016291542574330856 0.007825451027013812 -0.021638878849318598 -0.0018186822679096403 0.06836217407454423 -0.0090591531089981789 -0.0021335035542442054 -0.057421139922579779 -0.052433801411600624 -0.076404125328085284
leaf_weight=3.8797002732753754 6493.6620963662863 541.18998692184687 228.55533168464899 2005.8087579123676 6.995874971151351 19.396855138242245 14172.100996434689 463.37592375278473 30682.94839604944 10414.121339596808 3896.0867181643844 1421.3677759319544 7.9902584403753307 11794.513336338103 2670.6281850337982 10124.233497396111 33923.103096574545 4708.1702093929052 76.472549363970757 418.33331248909235 31.373414665460587 139.42761289328337 586.09116795659065 3648.148351598531 4.4267616719007483 284.82766298949718 468.39330998063087 21.765799716114998 4.242251843214035 3.6979566216468793
leaf_count=20 33693 2412 1010 8910 36 87 57136 1871 129823 43116 16378 5732 33 48380 10959 40997 141825 19763 312 1894 132 618 2786 16567 18 1180 1886 90 24 23
internal_value=-9.73533e-05 -0.00076421 -0.00534905 -0.0042188 0.00073947 -0.0057511 0.000624246 -0.00207889 -7.05557e-05 0.00122946 0.00242981 -0.000612617 0.000875007 -0.000830778 0.000936444 -6.42443e-05 0.00160085 -0.00193678 0.00614899 -0.00278825 -0.0151277 -0.00743605 -0.0197116 -0.00287075 -0.0108515 -0.00787429 0.00429114 -0.0397929 -0.0702032 -0.0801512
internal_weight=139265 72378.1 9511.31 8525.86 2012.8 6513.06 66887.2 5678.17 62866.8 18499.5 14310.2 44367.2 61209.1 42477.5 60890.1 24296.3 36593.7 5666.35 539.848 5126.5 985.448 367.983 617.465 4189.34 319.01 289.254 1889.76 29.7561 11.8199 7.57766
internal_count=587711 311566 47272 42726 8946 33780 276145 23907 264294 78473 59494 185821 252238 178203 250917 98133 152784 23840 2183 21657 4546 1628 2918 18979 1321 1198 7618 123 67 43

Tree=77
num_cat=0
split_feature=34 9 12 18 45 51 50 26 34 13 51 50 31 46 37 20 42 16 25 29 16 2 13 9 28 46 22 48 11 13
split_gain=14.9047 25.5417 15.6233 15.5374 12.7817 11.9961 12.0209 11.9886 11.2726 12.0857 16.9815 15.7976 14.3724 14.7349 14.6323 13.4985 10.5781 10.4574 10.2015 14.3564 12.5881 9.81812 9.5667 13.0742 10.1123 8.54674 7.71215 8.12766 7.77582 4.55979
threshold=1.0632801651954653 0.093192353844642653 2.05572521686554 -0.011351529974490402 -0.00034587539266794915 -0.21416079998016355 0.60321551561355602 2.2667334079742436 -1.4177638888359068 0.039613634347915656 -0.22873263061046598 -1.3439310789108274 0.072833202779293074 -0.0040954065043479196 0.36435024440288549 0.064619619399309172 1.0000000180025095e-35 -0.4819915890693664 -1.7836227416992185 0.33041714131832128 0.035079048946499831 -0.0027392770862206812 -0.83258375525474537 -0.0095503684133291227 -0.04837903939187526 0.068107988685369505 0.0081459761131554859 1.0000000180025095e-35 1.145788371562958 0.047440309077501304
left_child=8 2 4 16 7 6 -5 -2 18 12 11 -11 13 -10 -14 -12 25 -7 19 20 -1 -6 23 -20 -24 -3 28 -28 -4 -18
right_child=1 3 26 5 21 17 -8 -9 9 10 15 -13 14 -15 -16 -17 29 -19 22 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0048390622320091314 -0.0011609407236134071 0.0032094780011849358 0.013284057962414575 -0.029992721973112077 -0.010714058515589864 -0.030940989260786936 0.0021742118142684778 0.034251053885108879 -0.00062378406503359944 0.0064382633454542872 -0.0019419619394521461 0.00022564862086442872 0.0015728457035108336 0.0015761367041454383 0.0074422628763961447 0.0033872240721372193 0.090682019683877638 -0.00037387200748609126 0.0012175049576647963 0.08347131364117627 0.096476340571179389 -0.0035835708078218323 0.0018331844851401109 0.02812086579761976 -0.0046252310078725182 0.042957671924892908 0.029278156121272249 -0.019401361598599468 0.04629057612951349 0.026489820967822601
leaf_weight=163.61684104055166 9122.236682638526 5052.0273393839598 75.814845986664295 101.4124691337347 747.5645774975419 40.631996288895607 71.178389742970467 34.547260574996471 29924.475265488029 1948.6096951365471 20126.809387333691 6043.140649035573 23989.309057332575 17295.695496708155 1633.1623843088746 1870.0433188974857 6.4294004589319256 4815.2164084911346 461.94642315804958 9.5508396923542005 5.5806454122066489 9919.1079019196332 1082.29143217206 75.682765170931816 4508.4727881327271 19.549950838088989 18.706222802400589 36.323294371366501 38.868154898285866 10.472328484058378
leaf_count=842 39801 20382 319 409 4440 164 288 156 123345 8141 85023 25394 101239 73257 6806 7726 26 19466 1865 40 30 42782 4348 308 20606 79 77 149 161 42
internal_value=-9.16022e-05 -0.00127342 -0.00251651 0.00118319 -0.0026717 -0.00118215 -0.0167267 -0.00102734 0.000234448 0.000385466 -0.000628304 0.00174046 0.000802825 0.000181998 0.00194696 -0.00148891 0.00352063 -0.000629647 -0.00222773 0.0119015 0.00786154 -0.0040833 -0.00263984 0.00500473 -0.00337497 0.0033627 0.0156106 -0.0028537 0.0244706 0.0509085
internal_weight=139248 30110.1 19993.2 10116.9 19823.5 5028.44 172.591 9156.78 109138 102831 29988.6 7991.75 72842.6 47220.2 25622.5 21996.9 5088.48 4855.85 6307.14 178.748 169.197 10666.7 6128.39 537.629 5590.76 5071.58 169.713 55.0295 114.683 16.9017
internal_count=587711 128741 87885 40856 87179 20327 697 39957 458970 430931 126284 33535 304647 196602 108045 92749 20529 19630 28039 912 872 47222 27127 2173 24954 20461 706 226 480 68

Tree=78
num_cat=0
split_feature=1 1 6 21 29 9 45 35 31 33 14 46 49 9 13 11 11 31 21 6 16 55 11 25 31 17 51 24 27 35
split_gain=15.3945 56.9465 31.2316 23.3834 22.1409 19.7569 13.8915 12.9528 12.0493 13.0506 22.5555 12.8128 14.5947 12.4774 11.9141 11.5081 13.8683 11.068 10.7956 20.238 11.256 9.61113 9.403 11.9826 9.22208 9.11757 14.5831 8.51252 7.85474 7.0505
threshold=-0.0026376470923423763 -0.0026260424638167019 0.64674586057662975 -0.20033397525548932 -0.06842357292771338 -0.035971580073237412 0.001072026963811368 1.1887255907058718 -1.4710850715637205 -0.37432813644409174 0.0021507162600755696 -0.0041784720961004487 3.5723906755447392 0.0046586066018790015 0.025420053862035278 -1.1389113068580625 -1.4021638631820676 0.072833202779293074 5.3197524547576913 -0.68376138806343068 -0.035270389169454568 1.7314566969871523 0.74024060368537914 0.058442329987883575 -1.3418890833854673 -0.79383328557014454 -0.28922611474990839 3.2528762817382817 1.0000000180025095e-35 -1.4763363003730772
left_child=8 2 3 4 -2 24 -5 -7 21 10 13 17 -13 -10 -12 16 -3 -11 20 -20 -17 25 29 -24 -4 26 -1 -27 -18 -23
right_child=1 15 5 6 -6 7 -8 -9 9 11 14 12 -14 -15 -16 18 28 -19 19 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.024228744505447687 -0.0031496360585390711 -0.03233328514848733 -0.07135091272377965 -0.0011006326922940568 -0.011002270674269045 -0.014082834916359019 0.010340810779754099 -0.036904362138921343 0.0036799144196793649 -0.0010581017499928646 -0.0002520871275768947 0.0017850508061134026 -0.053071604030603868 0.010482967887567061 -0.014180158738659398 -0.0016670042905989738 0.0047667922772989839 0.0012825327391971615 0.023750904056555455 -0.012848555399997075 0.00037228763506047009 -0.020876487073395546 0.0079815967032515825 -0.088400939818265134 0.014010211723608102 -0.0022504015225576911 -0.02658119907899013 0.05533355361712098 0.023476322115089574 0.0065077696602946107
leaf_weight=24.680672615766525 4586.7002603411674 24.868643939495087 4.7582162246108046 1261.5514599755406 1799.831515762955 1085.2473309263587 547.95467011630535 97.582412913441658 4810.0075264424086 20939.394688107073 2585.6122788712382 18600.636653915048 17.476177141070366 1215.8926613032818 241.77078382670879 12110.330024495721 160.81596392393112 11143.232462137938 61.507432505488396 470.04391993582249 49861.913367845118 35.387421399354935 9.7746348977088946 8.8461327999830228 107.36234021186829 6358.9478393048048 115.5062151402235 9.2552739828824979 162.31445659697056 777.57724179327488
leaf_count=114 24697 102 23 5632 8578 5062 2368 464 19840 86031 11104 76991 73 4964 991 50366 661 45997 299 2246 209957 150 40 36 448 26074 524 38 663 3178
internal_value=-8.61592e-05 -0.00069283 -0.00502485 -0.00365675 -0.00536264 -0.0136839 0.00236407 -0.0159656 0.000569928 0.00085263 0.00297815 0.000481475 0.00173356 0.00505262 -0.00144308 -3.86702e-05 0.0108421 -0.000245131 -9.92504e-05 -0.00861352 -2.62214e-05 -0.00172382 0.00435017 -0.0378067 0.0103876 -0.00249991 -0.0176358 -0.00216671 0.0141649 0.00531576
internal_weight=139237 72342.8 9490.99 8196.04 6386.53 1294.95 1809.51 1182.83 66894 59554 8853.28 50700.7 18618.1 6025.9 2827.38 62851.8 347.999 32082.6 62503.8 531.551 61972.2 7339.98 831.585 18.6208 112.121 6508.39 140.187 6368.2 323.13 812.965
internal_count=587711 311566 47272 41275 33275 5997 8000 5526 276145 245991 36899 209092 77064 24804 12095 264294 1426 132028 262868 2545 260323 30154 3404 76 471 26750 638 26112 1324 3328

Tree=79
num_cat=0
split_feature=5 7 29 25 6 17 53 28 7 5 17 7 1 23 6 34 17 24 18 3 6 23 16 47 48 49 25 26 18 15
split_gain=15.0264 19.7448 18.2038 19.3989 17.9405 14.0626 23.2991 13.8513 19.0629 13.8374 13.781 13.1609 12.8031 19.2046 17.4229 14.1418 12.4697 10.9831 10.6766 11.0674 10.0122 9.76402 9.62518 9.55633 9.20474 8.80825 8.16325 10.6765 8.09447 7.81869
threshold=0.67960941791534435 0.060109028592705734 0.81038707494735729 0.66268086433410656 1.2513199448585512 -0.9409729242324828 6.3087003231048593 0.056609336286783225 -0.036535672843456261 2.6429990530014043 -0.61935451626777638 -0.014335804153233765 0.0078032505698502072 -0.0018552878173068164 0.057599121704697616 -1.4177638888359068 -0.77428442239761341 0.085460688918828978 -0.0027669989503920074 0.013186661060899498 -2.5984560251235957 -0.0020518287783488627 0.022570476867258552 -1.9294450879096983 0.80370745062828075 0.70977953076362621 -0.30566412210464472 -1.1735277175903318 -0.01277508959174156 0.43999131023883825
left_child=4 2 3 10 12 6 11 8 -7 17 -2 -6 15 21 -15 24 -9 20 -4 -20 -3 -14 -19 -17 -1 -5 27 -11 -8 -28
right_child=1 9 18 25 5 7 28 16 -10 26 -12 -13 13 14 -16 23 -18 22 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.003787163960608078 -0.0086238582136916753 0.030498042332141696 -0.066569113459811174 -0.0023943596146852857 -0.0090694663723720117 0.0052372862135707538 0.10556484877045738 0.020416375560559516 -0.0071857444639164651 0.034539495156229921 -0.0033714019036582984 -0.056929918411087223 -0.002840119249288221 0.016025418878057408 -0.00011415866086628615 -0.0060527954928538989 -0.00036946093635771402 0.027426675191760667 0.042384858732527758 0.0074925975177834959 0.0023994896219551448 -0.0094727324599279007 -0.00066954734851299423 0.0009496652440873824 0.00099638271521654297 0.0029906008023150173 -0.019322125799647125 -0.044820398711016105 -0.00065237057429017237 -0.0007876722299078896
leaf_weight=4013.9316714778543 2296.9684355556965 46.043593376874924 6.598537638783454 2237.1077220365405 36.538864359259605 530.66859109699726 5.8559316694736481 107.24042442440987 2743.8638124093413 7.1127058416604987 8283.115510776639 47.667943120002747 2335.3810596987605 255.69587871432304 4130.7350848838687 707.57014926895499 3337.475137501955 44.043746083974838 35.615345492959023 403.36791422963142 5377.1549204736948 1214.5868965908885 13001.196707904339 83213.810595825315 2265.5032694488764 2139.1694899648428 130.23668187856674 42.981298223137856 4.6210575997829419 220.93283608555794
leaf_count=18709 10976 188 33 9695 279 2174 33 444 12446 29 36915 377 9627 1055 17134 4308 13611 178 150 1681 21845 5490 52870 347174 9182 9474 535 176 26 897
internal_value=-8.10729e-05 -0.00117189 -0.00276594 -0.00312198 0.00027513 -0.00270196 -0.0256639 -0.0023784 -0.00517248 0.000129227 -0.00451173 -0.0361624 0.000481838 -0.00182856 0.000826657 0.00068512 0.000277641 0.000368722 0.00918477 0.0103235 0.00263805 -0.0051094 -0.000574688 0.000890625 -0.00206135 0.000237865 -0.0108937 -0.0335523 0.0587159 -0.00766146
internal_weight=139223 34271.6 15401.9 14956.4 104951 6813.93 94.6838 6719.25 3274.53 18869.7 10580.1 84.2068 98137.2 7936.4 4386.43 90200.8 3444.72 18468.4 445.582 438.983 5423.2 3549.97 13045.2 83921.4 6279.43 4376.28 401.264 50.094 10.477 351.17
internal_count=587711 145642 68924 67060 442069 29390 715 28675 14620 76718 47891 656 412679 33306 18189 379373 14055 75081 1864 1831 22033 15117 53048 351482 27891 19169 1637 205 59 1432

Tree=80
num_cat=0
split_feature=9 21 2 2 32 45 14 28 21 33 21 18 19 46 17 13 18 16 6 55 8 8 51 24 12 31 23 49 14 21
split_gain=10.6234 12.679 20.0693 37.9482 26.8085 26.6226 19.2976 16.4544 13.5363 17.4247 13.6594 12.8103 11.6024 10.1187 14.7337 11.4824 9.80243 10.2005 9.79201 12.2298 9.45551 11.4876 10.0001 9.23404 11.0807 8.88183 12.4281 10.7198 8.4418 7.87143
threshold=0.34029473364353185 -0.18102685362100598 -0.0032923403196036811 -0.0032852033618837591 -0.039315650239586823 0.089111424982547774 0.012566060759127142 -0.51724088191986073 -0.16018033027648923 -0.33476774394512171 -0.023634008131921288 -0.018217258155345913 -0.021545770578086373 0.0041228532791137704 -0.33240301907062525 -0.082567222416400896 0.050692444667220123 0.54426884651184093 -1.2562590837478635 0.60460388660430919 -0.1246245466172695 -2.0196784734725948 -0.31748107075691218 2.0145212411880498 1.4831923842430117 -0.62374684214591969 -0.046764401718974107 0.59050405025482189 0.43891035020351415 -0.061014629900455468
left_child=1 2 4 6 11 -5 -4 -6 20 12 -11 -1 -10 14 23 16 28 -18 29 -20 21 -3 -22 24 -2 26 -17 -27 -15 -16
right_child=13 8 3 5 7 -7 -8 -9 9 10 -12 -13 -14 15 18 25 17 -19 19 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0083358972388696915 0.012446742236601208 0.065163211248230712 -0.003131060151612033 -0.00096196132627416274 -0.0097046921451532341 0.010141651641844178 -0.010546112562851595 0.0020761996981032219 -0.0085718262331449316 0.0024129679239139118 -2.4558266365800891e-05 -0.00077077593820909192 -0.0013942601219636376 -0.011362697799568978 0.03725665007297644 0.071005050877220352 0.024241841174257192 -0.019600506130482361 -0.0046916131987664979 0.01052924259840563 -0.0049772537277843172 -0.0065495879589555417 0.0062907701805961684 -0.0099954086700907822 0.05983415559851659 -0.0043939362142503312 0.0089852579852301075 0.0032717248971629032 -0.048952703776736682 0.00040489336785775313
leaf_weight=836.59255962073803 808.49414359033108 8.2270675748586637 3067.6471801027656 38241.252053368837 435.00592291355133 793.49531570076942 2148.3862905614078 22635.218717254698 1011.0549098290503 13688.524269066751 20932.365583769977 21895.672545328736 4092.8110096305609 268.37064574658871 46.813930526375771 12.077503293752669 54.559242501854897 29.398865148425102 687.96324597299099 262.56973223388195 312.69145385175943 356.51789997518063 3041.0962214916945 65.021612629294395 18.163154676556587 955.68472123146057 315.20624548196793 2099.4343175888062 23.381461203098297 37.645458787679672
leaf_count=3459 3286 33 16266 163091 1749 3286 10923 95354 4398 55873 87707 90532 16807 1077 188 49 219 118 2762 1053 1412 1432 12370 262 73 3849 1270 8461 94 151
internal_value=4.70491e-05 -6.1123e-05 -0.000467258 -0.00137854 0.000413148 -0.000736248 -0.00618518 0.00185406 0.000780752 0.000456715 0.000939199 -0.00104919 -0.00281611 0.00258727 0.00612266 0.00077478 -0.00917626 0.00888996 0.00125255 -0.000487092 0.00424241 -0.00493206 0.00524019 0.0117755 0.0134879 0.00188012 0.0112739 0.000873797 -0.0143752 0.020831
internal_weight=139181 133497 90053.3 44250.8 45802.5 39034.7 5216.03 23070.2 43443.3 39724.8 34620.9 22732.3 5103.87 5684.78 1926.67 3758.11 375.71 83.9581 1034.99 950.533 3718.53 364.745 3353.79 891.679 826.657 3382.4 327.284 3055.12 291.752 84.4594
internal_count=587604 564692 384660 193566 191094 166377 27189 97103 180032 164785 143580 93991 21205 22912 7775 15137 1508 337 4154 3815 15247 1465 13782 3621 3359 13629 1319 12310 1171 339

Tree=81
num_cat=0
split_feature=5 9 21 2 2 15 21 33 26 26 17 6 33 2 49 49 13 25 55 6 28 18 2 24 25 4 31
split_gain=11.9108 13.3028 11.1958 15.434 34.3009 23.4984 11.0404 15.3083 12.2869 10.4684 9.50158 14.4976 13.2436 9.47252 13.9971 11.8985 12.2742 9.06221 8.77483 8.57384 8.55583 7.83333 7.67742 4.93245 4.24211 4.31229 2.41385
threshold=2.1598320007324223 0.34029473364353185 -0.18102685362100598 -0.0032923403196036811 -0.0032852033618837591 -0.039308406412601464 -0.16018033027648923 -0.33476774394512171 -1.5131701827049253 2.5096924304962163 -0.63436201214790333 -1.0968614816665647 0.33243049681186682 -0.00582822854630649 0.35195313394069677 0.70977953076362621 -0.83258375525474537 0.66268086433410656 -0.031325465068221085 1.8492462038993838 -0.24878120422363278 -0.011901786550879477 -0.0055004728492349378 2.2375206947326665 -0.12060607224702834 0.044279452413320548 -0.57989969849586476
left_child=1 2 3 5 -5 -1 8 -8 -4 10 11 23 18 14 20 16 -15 -13 -12 -14 -3 -16 -17 -2 26 -26 -11
right_child=9 13 6 4 -6 -7 7 -9 -10 24 12 17 19 15 21 22 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.0009888485288334014 0.085403052371955848 0.011815399756491011 -0.015643996513630885 -0.0057815172112445764 -0.00057709003142374636 0.0017301241134777196 -0.0025903629630481899 0.00095268268799217587 0.0045425448965555745 -0.033640604834391762 0.0057601886431630786 -0.0213805715514701 -0.021053898714000444 0.064685590464175186 -0.037337267817479945 0.055881654402225173 0.00034572236254532261 -0.0029551296068821222 -0.0036569746551119689 0.036085297924650733 -0.0040806962274207281 -0.0098614387176132103 0.0066740980485717289 0.0085992258800178818 0.023229455150196473 -0.046688784898606887 -0.082090782615347802
leaf_weight=22730.131736382842 6.9599060118198377 191.30475550889969 111.94405038654804 5180.2225320413709 38010.695215005428 23043.151601821184 5037.8749705180526 34142.991250995547 3578.0308674946427 6.2957285195589057 567.92197896167636 241.20874229446054 161.83329080045223 10.731370896100996 51.451011419296265 11.467639014124869 2002.4261633306742 159.72967381775379 955.51238879561424 10.04040142893791 335.95841978490353 136.34588798880577 2459.7409522980452 5.3044647127389908 5.756036624312399 7.083782434463501 8.9850960373878497
leaf_count=93996 29 769 469 26974 161902 96956 20930 141576 14652 27 2414 1104 662 43 207 46 8070 700 4106 42 1348 548 9921 22 24 29 38
internal_value=4.41867e-05 0.000113497 -3.90381e-06 -0.000387732 -0.0012013 0.000379935 0.000792605 0.000497118 0.00393014 -0.00440107 -0.00391606 -0.0120744 -0.00192759 0.00309027 -0.00332309 0.00411292 0.000688694 -0.0140401 -0.000146345 -0.017716 0.00168682 -0.017389 0.00690245 0.0521846 -0.0407675 -0.0153447 -0.0621292
internal_weight=139171 137034 131835 88964.2 43190.9 45773.3 42870.8 39180.9 3689.97 2136.63 2108.51 413.203 1695.31 5199.43 715.06 4484.37 2013.16 400.938 1523.43 171.874 527.263 187.797 2471.21 12.2644 28.1206 12.8398 15.2808
internal_count=587604 578407 557455 379828 188876 190952 177627 162506 15121 9197 9079 1855 7224 20952 2872 18080 8113 1804 6520 704 2117 755 9967 51 118 53 65

Tree=82
num_cat=0
split_feature=5 46 4 24 9 6 28 38 0 45 21 33 20 21 0 50 27 50 31 46 21 11 48 25 34 43 9 9 25
split_gain=10.6384 14.6551 13.5592 15.5522 16.1367 11.3423 16.5262 23.3109 16.3102 16.1796 24.1864 10.4994 10.2725 10.2122 10.0057 8.86729 17.1802 10.8752 8.37148 7.96776 7.70194 7.08957 6.91917 11.8217 6.7546 6.18983 6.35983 5.84291 5.43653
threshold=1.5364416837692263 0.15577694773674014 -0.0015351435285992918 -0.36159969866275782 0.87112370133399974 1.2513199448585512 0.011477633845061066 1.0000000180025095e-35 -0.001028330181725323 0.0017363846418447795 1.2277988195419314 0.33243049681186682 0.084472663700580611 4.1274077892303476 0.065223217010498061 -0.95065364241600026 -0.00012571438855957237 -1.1661791801452634 -0.63444069027900685 -0.0024750867160037156 -0.17897534370422361 1.0382127761840823 1.0000000180025095e-35 0.73871514201164257 -0.47898425161838526 2.3630695343017583 0.0025809867074713115 0.03887711092829705 0.63794073462486278
left_child=1 5 15 4 12 6 7 -1 -8 10 -7 19 -4 22 -11 16 17 -2 -15 -5 -13 -18 23 -3 -24 26 -17 -20 -6
right_child=2 13 3 11 28 9 8 -9 -10 14 -12 20 -14 18 -16 25 21 -19 27 -21 -22 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00038766620763733235 -0.021448669098155185 -0.0039864735684279349 0.0084553188467552613 0.0019946386811787293 -0.082090930836074757 -0.0052422307956265096 0.0076295678966669094 0.0040570571385431407 0.0011272981450303229 -0.0013234569423665537 -0.039619392932356459 -0.0012266189917666107 0.054842178524276239 0.04828354276837607 0.0058637135988018844 0.00031292437171315409 -0.0017079217625241873 0.069505782358420115 -0.053735992977210482 -0.0026061523215222438 -0.01286774810485225 0.079795002290800096 0.03913259923814312 0.01806571864214053 0.012504638722763754 -0.071418607438461845 -0.021401838221773745 -0.0069441352053602086 -0.0042522171218986743
leaf_weight=82246.495128143579 45.837818384170532 249.40192111581564 511.71936365962029 1835.8399903066456 9.2192815244197828 2076.8530158922076 1451.2000537142158 4479.2156374901533 32283.829911582172 6132.9405106157064 76.38711591809988 331.77303819358349 17.783874839544296 5.6230625063180915 786.77675722539425 62.380351234227419 5.4676453657448318 5.2773986421525469 19.017838001251221 5174.9254307337105 533.78804156929255 12.92390117049217 37.665147960186005 134.82262186706066 383.24295426905155 7.6128370761871329 219.08977937698364 19.414543956518173 4.9724682420492163
leaf_count=350370 311 1034 2118 7827 37 9209 5928 18422 132790 26220 495 1366 74 23 3318 363 31 31 79 21633 2218 69 153 558 1562 31 1235 79 20
internal_value=4.15011e-05 0.000177625 -0.00198025 -0.00149362 0.00832101 0.00012612 0.000280206 -0.000158105 0.00140701 -0.00191966 -0.00646178 -0.00217112 0.0100133 0.00803406 -0.000506271 -0.0134068 0.00583503 -0.0120581 -0.0200942 -0.00140139 -0.00840566 0.0555649 0.00957318 0.00375154 0.0148875 -0.0180332 -0.0165893 -0.0300986 -0.054818
internal_weight=139161 130383 8778.61 8420.02 543.695 129534 120461 86725.7 33735 9072.96 2153.24 7876.33 529.503 849.188 6919.72 358.59 69.5068 51.1152 44.0554 7010.77 865.561 18.3915 805.133 384.225 420.908 289.083 281.47 38.4324 14.1917
internal_count=587604 550240 37364 35293 2249 546752 507510 368792 138718 39242 9704 33044 2192 3488 29538 2071 442 342 181 29460 3584 100 3307 1592 1715 1629 1598 158 57

Tree=83
num_cat=0
split_feature=31 9 29 55 8 14 23 6 23 19 17 49 17 1 48 31 18 55 13 46 9 24 55 0 1 34 17 46 5 46
split_gain=10.3665 14.4135 19.2181 15.2992 11.7645 11.5093 15.2772 34.0526 23.4607 19.5101 16.0745 15.022 14.1041 12.8373 12.0004 11.1929 10.5 10.3123 12.3263 9.78205 10.5564 10.2667 8.97531 8.84233 10.7334 8.29407 7.97651 7.12598 6.79867 7.53009
threshold=-1.4710850715637205 0.0063878686632961043 -0.048815311864018433 -0.14028859138488767 0.086180739104747786 0.0080465008504688757 -0.0018552878173068164 0.22455577552318576 -0.0018641663482412694 -0.013684673234820364 -0.8667066991329192 -0.36369965970516199 0.33878791332244879 0.0030505141476169233 -1.8694132566452024 -1.6572573184967039 -0.020662431605160233 1.7314566969871523 -0.18088365346193311 0.033633776009082801 0.014848065096884968 -1.9572373032569883 -1.326905310153961 -0.0032310398528352375 0.018215530551970009 -0.46244132518768305 -0.60856115818023671 -0.017759014852344986 1.8084771633148196 -0.0022995938779786225
left_child=1 2 17 25 23 11 8 16 14 -10 -9 12 13 -2 -7 -5 -8 22 -19 21 -21 -13 -1 24 -3 -4 -25 -14 29 -6
right_child=5 4 3 15 28 6 7 10 9 -11 -12 19 27 -15 -16 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0057167202475848907 -0.000266217428332091 0.00076168971106055675 -0.0087801024607904107 0.010870009034929776 -0.0052122384289590273 -0.012670692660541643 0.026644936086960894 -0.010333549149466973 -0.0017146675350491359 -0.0068866999150600568 -0.0002873668037697606 0.0083036370848787264 -0.00080389551863297055 -0.0053218545087601408 0.00010797939618540122 -0.0011930036049808362 0.0037396668501271349 -0.011482710934632639 0.0088478990905319389 0.0013750107207164222 -0.013165143943828036 0.001775111853378729 -0.0066792376592629899 -0.0050862217721536606 0.035177667532215108 0.0087575638229013784 0.01619151996144489 0.0039674195216965391 0.031149407547789793 -0.03187671987010169
leaf_weight=221.22555123269558 27145.713139183819 1008.3021089434624 509.11881719529629 711.58196761459112 107.49610298871994 268.26795502007008 72.717799909412861 585.01271336525679 7743.7282412610948 3972.6726630739868 28815.773859269917 897.19281320273876 1549.600810945034 1937.1322136670351 19148.142664782703 453.30582717061043 7823.4964222311974 151.97140698134899 365.70420747995377 406.71231582760811 322.12538599967957 25913.485144883394 4248.829043649137 78.015626862645149 33.71350970864296 119.95187892019749 339.14850337803364 4130.6475088521838 12.535537168383597 59.083331972360611
leaf_count=912 113673 4102 2084 2912 434 1368 357 2965 38718 18359 120648 3703 6376 8106 78880 1865 32085 619 1521 1705 1305 107390 17652 345 139 496 1408 17187 51 239
internal_value=3.89588e-05 -0.00200164 -0.00322178 0.00210399 0.00304908 0.000170386 -0.000366787 0.000452285 -0.00134803 -0.00346835 -0.000487264 0.000760389 -6.88519e-05 -0.00060296 -6.85779e-05 0.00617579 0.00395061 -0.00513732 0.00287954 0.00180714 -0.00505132 0.00199358 -0.00606575 0.00483045 0.00187519 -0.005436 0.0122123 0.00266578 -0.011463 -0.0146697
internal_weight=139152 8419.98 6781.69 1793.96 1638.29 130732 68429.8 37297 31132.8 11716.4 29400.8 62302.6 34763.1 29082.8 19416.4 1164.89 7896.21 4987.73 517.676 27539.5 728.838 26810.7 4470.05 1459.18 1042.02 629.071 417.164 5680.25 179.115 166.579
internal_count=587604 34779 28061 7357 6718 552825 293380 156055 137325 57077 123613 259445 145342 121779 80248 4777 32442 20704 2140 114103 3010 111093 18564 5994 4241 2580 1753 23563 724 673

Tree=84
num_leaves=25
num_cat=0
split_feature=5 9 21 13 14 31 21 53 29 26 7 31 26 14 5 9 51 24 17 17 9 25 4 28
split_gain=9.81493 11.5333 9.55752 14.202 14.1589 10.9428 9.59459 11.6951 10.1875 9.44399 8.58609 7.96434 14.9684 7.94446 7.08068 13.5391 9.58272 7.07104 6.56988 10.2136 7.81087 3.85294 3.87885 2.35602
threshold=2.1598320007324223 0.34029473364353185 -0.18102685362100598 1.5329554677009585 0.011168861296027901 -0.42533825337886805 -0.15611388534307477 0.77570027112960827 -0.21539675444364545 2.5096924304962163 0.17884796112775805 2.4945137500762944 -0.010368412360548971 -0.022961414419114586 -0.85317391157150257 1.1620815396308901 -0.31901425123214716 0.6995273530483247 -0.63436201214790333 -0.68209573626518238 0.028061360120773319 -0.12060607224702834 0.044279452413320548 0.0027177088195458059
decision_type=2 2 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 -1 -5 7 -4 -8 10 18 14 -13 -12 15 -3 -16 -15 19 -2 -20 23 -23 -11
right_child=9 11 6 5 -6 -7 8 -9 -10 21 13 12 -14 17 16 -17 -18 -19 20 -21 -22 22 -24 -25
leaf_value=0.00026266715302076865 -0.0085517874269996734 -0.012590973868296915 0.0035235345366798794 0.026203991089487223 -0.0012639749540494295 0.0048714104880395884 -0.0014478249733905822 -0.056021645303831941 0.00093150505269722485 -0.03926236280005467 -0.057355600866198897 0.093826658195330509 -0.020908934239853055 0.010294406614465922 -0.11462307118201526 0.01894992246087333 0.0033497485676693391 -0.0017794945962641129 0.002392318598083774 -0.036016247629195058 -0.0089094410008781801 0.021952512052055378 -0.044396780272800702 -0.08738886909891902
leaf_weight=48895.979227349162 200.35374145209789 240.78325445950031 4436.1166839152575 113.80231182277203 39569.223933581263 361.68631455302238 8249.6880804337561 11.906266152858732 30171.08017578721 8.8242088854312914 8.3698252886533719 9.4755968600511569 7.2065674960613242 236.22496834397316 2.4799795746803275 61.510116830468178 4878.1959469169378 669.56130036711693 360.10791719332337 64.418945115059614 566.41069184243679 5.7753171026706678 7.0368967205286026 6.2596517801284781
leaf_count=205616 970 967 18198 471 172252 1489 34687 48 124694 38 34 38 29 954 10 247 19661 2710 1784 288 2339 24 29 27
internal_value=3.65708e-05 9.9452e-05 -9.88497e-06 -0.000364593 -0.000420178 0.0099771 0.000726034 0.00336415 0.000420617 -0.00400183 -0.00354232 0.00287111 0.0442618 0.000831651 0.00273789 -0.00617309 0.0032898 0.00136932 -0.00689875 -0.0152339 -0.00451681 -0.0386834 -0.0144887 -0.0592344
internal_weight=139142 137009 131809 88940.7 88465.2 475.489 42868.8 4448.02 38420.8 2133.34 2105.45 5199.65 16.6822 914.156 5182.97 302.293 4880.68 905.786 1191.29 264.773 926.519 27.8961 12.8122 15.0839
internal_count=587604 578407 557455 379828 377868 1960 177627 18246 159381 9197 9079 20952 67 3698 20885 1214 19671 3664 5381 1258 4123 118 53 65

Tree=85
num_cat=0
split_feature=17 9 5 25 0 55 16 0 47 4 13 25 33 12 32 4 14 0 5 23 46 2 49 6 1 7 6 14 17 33
split_gain=15.8378 15.1441 13.6844 13.5738 13.2761 13.0837 11.8526 13.0057 11.5404 14.7933 12.7691 16.0242 11.8023 10.5583 10.2328 13.32 10.6155 9.70949 14.616 13.3626 17.1067 11.0194 10.3287 9.86695 8.83895 8.71732 7.5789 7.00413 5.88534 7.57977
threshold=-0.49554803967475886 1.1620815396308901 1.2743375301361086 0.42872373759746557 -0.042309042066335671 1.6007885336875918 0.035079048946499831 -0.010722475592046974 0.76390226185321819 -0.17835853993892667 0.009677451569586994 -1.3232875466346739 -0.39529722929000849 0.096040796488523497 0.01774007081985474 -0.003980199107900261 0.014306119177490475 0.021016929298639301 -1.7585635185241697 0.012967374641448261 -0.019141388125717636 0.057767774909734733 -0.84080147743225087 6.0545900851138874e-05 0.0042662997730076322 -0.059440540149807923 1.0673215985298159 0.43891035020351415 -0.57959043979644764 0.091934453696012511
left_child=1 8 17 4 27 -6 14 13 10 25 12 -12 -1 -8 15 -4 -16 19 22 23 -21 -20 -19 -2 -9 -10 -11 -3 -5 -30
right_child=2 3 6 28 5 -7 7 24 9 26 11 -13 -14 -15 16 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088472803350225261 0.00020754314373601531 -0.08956617238354117 0.0057907372488670153 -0.013568433914578107 0.02601273496660755 -0.065381713825128127 -0.023431508089763766 -0.0026009837779320845 0.0018889446716250859 0.0001501453197846776 -0.0078756041499968201 -0.0019467674181222977 -0.00054779856262484336 -0.005102263426810698 -0.075109338467572825 0.1329033402325682 -0.013789122535809144 0.011774576087035544 -0.0035774539015874475 0.015419267258906522 0.002732865385174559 0.0062253868723212034 0.064899713877428308 0.0015792430488883174 0.0012275962410076885 0.035456948986610622 0.0062728171492075066 0.0025744682634010097 0.021433103533917131 -0.056844701087921022
leaf_weight=494.93021623045206 43928.227696888149 5.6928529292345029 41.12120408937335 83.589753240346909 211.93646351993084 5.7930017113685599 151.37053988873959 4140.6331306584179 46.082582861185074 8696.1196606084704 1827.0086281187832 16129.467896670103 17554.787981234491 447.93085004389286 10.499134261161087 3.1986243836581698 317.73224304616451 51.98323068022728 3687.3101649433374 488.69819736480713 1763.1692554801702 464.85896615684032 17.647613853216171 33106.051521614194 4563.2454893738031 70.394252017140388 794.30445961654186 6.2095229029655457 41.576908856630325 4.9875067472457877
leaf_count=2204 184583 23 373 339 855 24 621 17273 185 35720 8790 71899 74263 1823 74 25 1531 214 15494 2022 7380 1916 72 137101 19006 286 3374 25 167 20
internal_value=8.3826e-05 -0.000827483 0.000533427 0.0114341 0.020208 0.0235811 -0.00160265 -0.00118241 -0.000924199 0.000923422 -0.00141717 -0.00255001 -0.000290182 -0.00973183 -0.0120966 0.0149646 -0.0157506 0.000780926 -0.0020228 0.000930218 0.00548606 -0.00247997 0.0252389 0.000797041 -0.000593746 0.0221762 0.000662585 -0.041496 -0.00404576 0.0130488
internal_weight=139157 45972.9 93183.7 359.786 229.632 217.729 9675.73 9303.18 45613.1 9606.9 36006.2 17956.5 18049.7 599.301 372.551 44.3198 328.231 83507.9 4221.8 79286.1 2251.87 4152.17 69.6308 77034.3 8703.88 116.477 9490.42 11.9024 130.154 46.5644
internal_count=587682 198174 389508 1453 927 879 40726 38723 196721 39565 157156 80689 76467 2444 2003 398 1605 348782 17696 331086 9402 17410 286 321684 36279 471 39094 48 526 187

Tree=86
num_cat=0
split_feature=8 24 5 11 15 34 31 52 12 24 55 53 48 49 24 17 28 49 45 23 53 8 27 3 24 5 31 55 2 34
split_gain=14.2744 19.256 28.9901 17.7065 17.3375 20.1998 15.8067 18.4235 14.7762 15.803 14.1045 14.2959 14.0322 12.9756 12.7993 12.1982 11.7613 11.53 10.9074 13.8381 10.6585 9.99861 9.64064 7.85795 6.4266 9.17497 6.91303 5.84864 6.08045 5.71236
threshold=0.015402814373373987 -1.5473838448524473 -1.6332069039344785 -1.3594318032264707 -0.42467336356639857 -1.3842502832412718 -0.98203629255294789 0.14369332045316699 -0.26387116312980646 0.818040430545807 1.1295441985130312 0.08984213694930078 -0.72379013895988453 -2.1528315544128414 1.1845102310180666 -0.66159334778785694 -0.089881166815757738 5.719348907470704 0.089111424982547774 0.021093864925205711 -0.056844523176550858 -0.19388418644666669 -0.0019747614860534664 1.0000000180025095e-35 0.3337054997682572 0.30119296908378607 0.028885392472147945 2.0211037397384648 -0.090294573456048952 -1.0290182828903196
left_child=1 2 18 21 12 6 22 -8 9 -7 11 13 27 -3 20 -16 -5 -10 19 -1 -12 -4 -6 -13 25 -14 -26 28 -2 -20
right_child=4 10 3 16 5 8 7 -9 17 -11 14 23 24 -15 15 -17 -18 -19 29 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0036742888838633609 0.0028846405093102888 -0.0035786484451976069 0.049166818460675929 -0.016954902630446089 -0.0066483164936606068 -0.0017956378870242432 -0.010168034393913861 0.054703733526412911 -6.8532922056407071e-05 -0.0098354179772825335 0.0045965876232492119 0.01393571359314302 0.0011168860785482095 0.00087745842190786077 0.024771027564496832 -0.0097883830586507556 -0.0052946421035714106 -0.051482443908821007 -0.02546442483536784 0.035376298709234769 -0.0091193249828181149 0.0065001754795192355 0.0032309693741054582 -0.010679734619120598 0.0072146774070218026 0.066873130877171158 0.031673627546641492 0.056831970034012483 0.024748999394399708 0.037375551492371865
leaf_weight=1758.635113067925 70.042124897241592 2485.2810587435961 21.681488931179047 342.25071059167385 608.3098441362381 7599.1326185464859 1571.0339259952307 15.919961512088774 65510.061051115394 995.43816177546978 6755.4100907817483 415.93029657006264 1193.7908132821321 44009.258052863181 40.623676866292953 387.33430840075016 3456.7004920095205 15.706318646669386 61.151133939623833 51.006247818470001 210.31216820329428 224.58887372910976 855.9608127400279 52.590103462338448 233.5721720457077 7.6881331503391257 50.614896938204765 14.339491948485373 132.24029880017042 5.6924776732921591
leaf_count=7204 295 10328 87 1374 2542 35350 8013 101 277083 5104 27726 1743 4878 181445 172 1603 14382 75 250 208 890 913 3848 221 950 31 206 59 578 23
internal_value=7.87486e-05 0.000773885 -0.00247517 -0.00533443 -0.000452502 -0.000584621 -0.00536902 -0.00951726 -0.000387667 -0.00272682 0.00112784 0.000744351 0.005537 0.000639265 0.0035637 -0.00650785 -0.00634512 -8.08567e-05 0.00368867 0.00456784 0.00418247 0.0102565 -0.000873236 0.0111727 0.00345688 0.00153765 0.0115709 0.0198032 0.0171783 -0.0201129
internal_weight=139152 60278.4 5921.71 4045.22 78873.9 77171.6 3051.22 1586.95 74120.3 8594.57 54356.7 46963.1 1702.29 46494.5 7393.68 427.958 3798.95 65525.8 1876.48 1809.64 6965.72 246.27 1464.27 468.52 1485.67 1201.48 284.187 216.622 202.282 66.8436
internal_count=587682 248569 24441 16756 339113 332116 14504 8114 317612 40454 224128 193737 6997 191773 30391 1775 15756 277158 7685 7412 28616 1000 6390 1964 6065 4909 1156 932 873 273

Tree=87
num_cat=0
split_feature=17 28 21 33 28 28 17 51 8 49 5 39 29 8 3 35 1 2 23 16 4 7 8 3 17 47 23 1 23 17
split_gain=13.7983 15.0681 17.596 15.4205 14.6962 13.6017 12.7365 14.0373 12.9594 13.3318 11.8029 12.5915 11.3306 11.3018 10.9489 10.3706 12.5255 13.2571 10.264 11.2887 10.1686 13.0106 9.95711 8.50977 8.38918 8.19534 8.15821 6.02565 5.97821 5.61885
threshold=-0.49554803967475886 -0.41637296974658961 0.1610631197690964 0.70358818769454967 0.85854277014732372 0.058037035167217262 -0.9409729242324828 -0.27795830368995661 0.56913653016090404 -0.72152602672576893 1.2743375301361086 1.0000000180025095e-35 -0.2419205233454704 -1.280334413051605 -0.042944360524415963 -1.0255026221275327 -0.055416153743863099 -0.0053398483432829371 -0.0097320508211851103 0.035079048946499831 -0.075265679508447633 -0.016868890263140198 0.43882393836975103 -0.068303842097520814 -0.8667066991329192 -0.5827713906764983 -0.10811953991651534 0.00047496052866335964 -0.0046770069748163215 0.15371812134981158
left_child=1 6 3 5 14 -3 8 12 9 -1 15 27 -8 -6 -4 16 26 -18 22 -20 21 -17 -13 -22 -5 -9 -2 -12 -10 -29
right_child=10 2 4 24 13 -7 7 25 28 -11 11 18 -14 -15 -16 20 17 -19 19 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.021581036817936935 -0.0058410036841941224 -0.0013509647669646136 0.011181804855290524 -0.011588592401509354 0.083238625092938973 0.0019746215384845358 -0.040498046546400747 0.014810386998554049 -0.087132642246357209 0.030273059123771776 -0.08233296475606533 -0.013188470487800346 0.032310816169261188 -0.02700176923330239 -0.0059271845075210801 0.0014188997925091388 -0.0017661559187981621 0.0016253698423542913 -0.011136548541690277 -0.00042828377306788841 -0.0090521807170776993 0.014458495180451711 0.0036403817323604469 0.0010533729481946781 0.0053462308556353711 -0.0012584017028550336 0.0090314093618642163 0.027010930547380501 0.00017102227400633268 -0.062366398341258608
leaf_weight=20.179866343736649 161.08942145109177 35313.257878039032 144.17283046245575 111.40719261020422 3.4280345737934104 5062.1914259791374 8.4769749939441663 133.09980414807796 5.4611970186233521 154.56800310313702 9.8910839259624499 473.90876513719559 83.369659081101418 143.14790630340576 2039.7075567394495 677.8290478438139 13930.830042824149 5909.1451242268085 369.57808416709304 8635.9675274528563 301.46048113703728 464.06007531285286 172.68980669975281 61313.891069266945 1923.5044405758381 807.34158013761044 755.5765029489994 5.2008364796638471 5.8464750200510007 4.9348698258399963
leaf_count=101 647 153451 591 476 17 20518 34 534 26 815 40 1964 334 860 9242 2736 57272 25448 1998 35988 1223 1923 695 256478 7906 3239 3055 21 30 20
internal_value=7.39756e-05 -0.000776809 -0.000956087 -0.00067716 -0.00603209 -0.00093401 0.00580677 0.00320234 0.0202568 0.024285 0.000493581 -0.00149063 0.0255909 -0.0244235 -0.0047977 0.000723382 -0.000439208 -0.000756023 -0.00139202 -0.00086774 0.0011079 0.00671815 -0.00869392 0.00100393 0.00441908 0.0010158 0.00641782 -0.049017 -0.0419935 -0.0165051
internal_weight=139145 45959.2 44740.8 42410.4 2330.46 40375.4 1218.34 1032.29 186.056 174.748 93186.1 9672.17 91.8466 146.576 2183.88 83513.9 20756.6 19840 9652.14 9005.55 62757.2 1141.89 646.599 61615.4 2034.91 940.441 916.666 20.0268 11.3077 10.1357
internal_count=587682 198174 193061 182351 10710 173969 5113 4141 972 916 389508 40726 368 877 9833 348782 86422 82720 40645 37986 262360 4659 2659 257701 8382 3773 3702 81 56 41

Tree=88
num_cat=0
split_feature=8 16 16 7 4 5 18 24 48 16 35 2 55 25 16 55 26 37 17 8 14 16 33 6 35 27 5 14 5
split_gain=12.3644 27.2491 26.0709 20.574 26.0495 32.3155 19.241 18.1145 14.7099 14.6067 14.2444 15.2529 14.0069 13.789 13.0246 11.9315 11.741 11.5037 10.9247 10.5087 11.4497 9.84565 9.45632 9.5436 11.279 8.74052 8.24999 7.93703 5.67268
threshold=0.015402814373373987 -0.01247078040614724 -0.29571281373500818 0.027214235626161102 0.014426166191697122 0.36446380615234381 -0.018580432049930092 -2.1505675315856929 -1.1056645214557645 0.069604374468326582 -0.31436373293399805 -0.0065557977650314561 0.88134831190109264 2.0028187036514287 0.37658986449241644 0.85843178629875194 0.31384165585041052 6.4100220203399667 -0.48025380074977869 -0.050118966028094285 0.019316148944199089 0.023753792047500614 6.7063963413238534 0.64674586057662975 0.40112829208374029 -0.0030083927558735009 0.75722694396972667 -0.16727175563573835 -0.65410810708999623
left_child=1 6 22 4 5 -4 16 19 9 -5 13 -12 15 -9 -6 -8 18 -14 -1 20 -3 -10 23 27 -25 -18 -21 -2 -24
right_child=2 7 3 8 14 -7 12 10 21 -11 11 -13 17 -15 -16 -17 25 -19 -20 26 -22 -23 28 24 -26 -27 -28 -29 -30
leaf_value=-0.0092582074277223741 0.0089012381367103276 0.085468183558686267 -0.0013871508396561222 0.0068637991193905758 0.0052090888664744163 -0.0073353956796693865 -0.00022252728602975463 0.0049028544961498407 0.0019706786992384965 0.00011556639283575993 0.012083090228139266 0.0012109483307926926 0.0025091031698206553 0.025509141822953992 0.028293991418964371 -0.012115241180757869 0.019496108164770008 -0.036997921106081001 -0.0014119221544454039 -0.016050976923163734 0.00079835105083854777 -0.00052721281988645473 0.00080652707459949696 -0.010354129028527812 0.078326232069427792 -0.030579463026140213 -0.090441702464956267 0.023227316254653425 -0.07120480601612654
leaf_weight=952.8231258392334 795.6602351590991 6.9489411264657965 21709.548480823636 2234.9093951508403 959.76213177293539 3874.9063281752169 30923.106724202633 5902.0940090119839 6624.6844791993499 2389.0920862033963 485.80158420652151 10615.595812730491 8634.4344138801098 119.26851208508015 96.865559939295053 306.70683299005032 14.450432792305945 26.615025445818901 1938.513489626348 220.00191966444254 33.313741326332092 39864.645091354847 7.4356031268835059 116.35472290217876 5.4029373079538336 95.333990290760994 5.5010320246219626 168.74827618896961 8.3723979890346509
leaf_count=4074 3276 28 97003 10619 4305 19888 127184 24576 27249 10858 1979 43848 35364 493 415 1262 59 117 8059 973 135 164182 30 497 23 395 23 734 34
internal_value=6.95229e-05 0.000716436 -0.000425 -0.000554877 -0.00190676 -0.00228805 -9.58005e-05 0.00271997 0.000149746 0.00337718 0.00296123 0.00168672 0.000252763 0.00531101 0.00732538 -0.000339325 -0.0047289 0.0023877 -0.00399762 -0.0128243 0.0154115 -0.000171266 0.00873905 0.00940958 -0.00641898 -0.0239882 -0.0178657 0.011408 -0.0373329
internal_weight=139137 60280.5 78856.4 77754.4 26641.1 25584.5 42892 17388.5 51113.3 4624 17122.8 11101.4 39890.9 6021.36 1056.63 31229.8 3001.12 8661.05 2891.34 265.766 40.2627 46489.3 1101.97 1086.17 121.758 109.784 225.503 964.409 15.808
internal_count=587682 248569 339113 334519 121611 116891 176514 72055 212908 21477 70896 45827 163927 25069 4720 128446 12587 35481 12133 1159 163 191431 4594 4530 520 454 996 4010 64

Tree=89
num_cat=0
split_feature=17 28 21 28 6 33 17 6 9 51 29 1 47 9 5 23 0 34 0 34 28 23 7 12 0 34 3 7 19 33
split_gain=12.007 12.3407 16.8495 15.4502 15.253 13.5612 12.113 15.3211 12.7061 11.8611 12.4483 11.8402 11.1208 10.432 10.0751 9.00123 13.283 8.59482 8.47582 8.39543 13.1621 8.84427 8.28657 11.1872 9.80746 7.34622 7.18586 7.06277 11.019 6.83285
threshold=-0.44063122570514673 -0.41637296974658961 0.4026020765304566 0.85854277014732372 0.55584922432899486 0.70358818769454967 -0.9409729242324828 -1.0198096632957456 -0.24332591146230695 -0.28575438261032099 -0.24024784564971921 -0.016365206800401207 0.76390226185321819 0.19367239624261859 1.2743375301361086 0.00024439307890133938 -0.086385946720838533 1.568394720554352 0.00076207163510844122 -1.4177638888359068 -0.04837903939187526 -0.027955076657235619 -1.2949305176734922 -0.11877762898802756 0.021016929298639301 1.4949143528938296 -0.009184383321553467 0.05065713822841645 -0.023748958483338353 1.04308158159256
left_child=1 6 5 13 -5 12 7 8 -1 10 -8 -11 -3 -4 19 27 -17 -7 -18 20 21 -2 23 -21 -24 -9 -22 28 -16 -29
right_child=14 2 3 4 -6 17 9 25 -10 11 -12 -13 -14 -15 15 16 18 -19 -20 22 26 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.026098407582010694 -0.0104548078474578 -0.0012567480775694476 -0.0059002483891975755 0.014806807788211192 -0.035122024350273034 0.0035253359600567226 -0.028525193222591276 0.0087111233147098791 0.051078595538507153 0.010341056845616174 0.034383361299912485 -0.0028777884339356995 0.0010028403932875816 0.010802866672182908 0.022964351577518218 -0.10260801829085846 0.0098412725285771767 0.043601872729941434 -0.00010232570715302621 -0.0071984870994372388 -0.0058795493975632666 0.0070535896632740024 0.00096931623893495669 0.011811633474702453 -0.0021812223016893229 -0.071309633880256906 0.001452256987602682 -0.0010955303553829101 -0.0084816629257134617 -0.010817182075102565
leaf_weight=8.784331798553465 121.76488766074181 37797.633263401687 1829.7246741428971 27.405578106641769 112.23233307898045 2360.9990731887519 13.460560798645018 110.06339217722416 61.065773859620094 350.68601751327515 71.336530908942223 801.34604728221893 9893.5375858098269 145.29815149307251 41.630011111497879 4.4881070852279654 334.45421920716763 19.423031210899353 3992.2555417641997 142.9705813229084 2063.2915736958385 706.57465048134327 68686.753658112139 505.38037259876728 3751.3120359331369 4.291129618883132 627.62256547063589 3157.4379725158215 1102.8946224153042 283.65172566473484
leaf_count=46 488 164351 8328 122 734 9707 54 569 335 1405 286 3217 40472 621 378 18 1383 82 16525 573 8824 2839 285975 2028 15753 22 3301 12882 5218 1146
internal_value=6.52921e-05 -0.000638731 -0.000788953 -0.00603512 -0.0253229 -0.000567393 0.00487804 0.0192323 0.0413728 0.00274022 0.0243974 0.00114611 -0.000787996 -0.00467144 0.000506589 -0.00140222 0.000559298 0.00385234 0.000666313 0.000728772 -0.00213366 0.00447988 0.000866603 0.00761963 0.000806161 0.00570836 -0.0041695 -0.00325491 -0.00733787 -0.00189689
internal_weight=139130 53607.3 52186.3 2114.66 139.638 50071.6 1421.03 184.205 69.8501 1236.83 84.7971 1152.03 47691.2 1975.02 85522.5 8916.81 4331.2 2380.42 4326.71 76605.7 3519.25 828.34 73086.4 648.351 72438.1 114.355 2690.91 4585.61 1144.52 3441.09
internal_count=587682 230351 224417 9805 856 214612 5934 972 381 4962 340 4622 204823 8949 357331 37550 17926 9789 17908 319781 15452 3327 304329 2601 301728 591 12125 19624 5596 14028

Tree=90
num_cat=0
split_feature=25 23 16 37 22 4 25 47 13 0 5 7 2 23 22 3 3 35 22 20 46 27 46 16 3 27 35 24 46 35
split_gain=10.4852 12.8013 13.5861 12.8564 16.3635 11.9798 13.7037 11.6332 14.3853 11.5261 11.1892 11.0483 10.9335 10.5491 9.54017 12.5946 11.7544 11.9406 11.3432 10.5407 9.38799 9.30131 9.27529 8.79062 11.8682 13.1044 9.86178 8.69525 7.68366 7.52505
threshold=-0.34858906269073481 -0.0016591091989539561 0.07694787904620172 2.6841048002243046 0.040165113285183913 0.013713036198168995 0.31706343591213232 0.76390226185321819 0.0087414816953241842 -0.0015730941086076198 2.4104387760162358 0.036901134997606284 -0.0032852033618837591 0.061256065964698798 1.6656646132469179 0.069238498806953444 -0.004409077111631631 0.65138468146324169 -0.17771533876657483 -0.031201382167637345 -0.060065967962145798 0.019723788835108284 0.0011357449693605306 0.37658986449241644 0.051183249801397331 0.014252469409257175 -0.66173437237739552 0.67433348298072826 -0.056177603080868714 -0.45464162528514857
left_child=7 2 3 10 -5 6 -4 8 12 20 -2 -11 22 -14 15 18 19 -18 -3 -16 -10 -7 -1 24 28 -26 -25 -17 -9 -28
right_child=1 14 5 4 -6 21 -8 23 9 11 -12 -13 13 -15 16 27 17 -19 -20 -21 -22 -23 -24 26 25 -27 29 -29 -30 -31
leaf_value=-0.0011274901830061509 0.00022960084737712745 0.0012554540836767539 -0.0094077065308649545 0.01923100888337911 0.00048890109493413794 0.00048371034404343024 -0.0018874906563761638 0.0095908155475404461 -0.023196030891347381 -0.0039583247194450531 -0.034281231045553494 -0.00041633992037887896 0.0027768453365406617 0.037514994836119468 0.032869757579870623 0.01599867609386588 -0.0055206586675040628 0.00035835840445006922 0.0050970014521035762 0.0019723660428492664 0.00083658840550346304 -0.010786526878263321 0.0030829793347661918 0.047008867670042517 0.00072339435671046871 0.045958351378442279 -0.077766104761755578 0.0036206822133146286 0.00098434217518508695 -0.0092496396725359632
leaf_weight=13962.655660048127 43764.302641488612 23643.93529047817 1455.6103320941329 292.44285935908556 393.17056515067816 4099.8354741632938 2176.9332052394748 388.23136813938618 59.304640650749207 11075.889890182763 33.847531739622355 4441.6900097727776 3611.3522738590837 31.747176483273506 40.218551903963089 373.87827311456203 2209.2472682148218 2845.7417763695121 3133.8639784753323 3406.8932695686817 4398.9634895175695 281.73705822229385 2177.2133037894964 11.100181788206099 46.963287845253944 45.288204938173294 5.8818975538015357 450.46738740801811 9801.2445343062282 304.99574595689774
leaf_count=58547 185391 98538 6164 1203 1644 17171 9174 1571 243 51884 257 18494 14958 145 178 1532 9168 11709 12974 13930 18173 1185 9145 45 192 186 24 1842 40084 1247
internal_value=0.000126017 0.00051895 -7.91375e-05 0.000330552 0.0084832 -0.00235319 -0.00490094 -0.000565265 -0.0010362 -0.00217196 0.000202931 -0.00294448 0.000110636 0.00307957 0.00138861 0.00192991 -0.000368743 -0.00221102 0.00170504 0.00233286 0.000516902 -0.000240971 -0.000559512 0.00120051 0.00150622 0.0229302 -0.00856179 0.00923467 0.00131226 -0.010546
internal_weight=138965 88602.1 52497.9 44483.8 685.613 8014.12 3632.54 50362.5 39758.8 19975.8 43798.2 15517.6 19783 3643.1 36104.2 27602.1 8502.1 5054.99 26777.8 3447.11 4458.27 4381.57 16139.9 10603.7 10281.7 92.2515 321.978 824.346 10189.5 310.878
internal_count=586998 372060 222189 188495 2847 33694 15338 214938 171589 88794 185648 70378 82795 15103 149871 114886 34985 20877 111512 14108 18416 18356 67692 43349 42033 378 1316 3374 41655 1271

Tree=91
num_cat=0
split_feature=25 6 17 7 6 6 12 28 19 33 16 6 20 9 2 48 33 55 28 23 55 49 3 17 25 9 35 18 1 7
split_gain=9.26561 14.4196 23.4846 33.0207 12.5177 17.0994 15.6781 15.234 14.6301 17.1428 13.1824 12.6447 14.3576 12.4886 13.3126 12.0254 11.5917 23.054 18.4814 18.3684 17.8191 12.4928 11.1487 10.8807 10.4246 10.2884 9.54752 8.95681 8.32371 8.27983
threshold=-0.34858906269073481 0.43133081495761877 -0.9409729242324828 -0.066064953804016099 6.0549042245838798e-05 0.21468476206064227 -0.11210199445486067 -0.0029428219422698017 -0.018607628531754013 -0.27698546648025507 -0.29571281373500818 -0.45341317355632776 -0.0065797129645943633 -0.038937108591198914 -0.010021963622421024 -2.2512876987457271 0.2726276963949204 -1.4266610741615293 0.033538911491632468 0.03384657949209214 -0.9766191542148589 -1.3179033398628233 -0.015243342146277426 -0.79383328557014454 -1.6751506924629209 -0.90257421135902394 -1.4300066232681272 -0.018954124301671978 -0.012722667772322891 0.013856066856533291
left_child=1 16 3 22 7 6 25 11 9 -9 -10 28 -13 14 -7 -4 19 18 -18 23 -21 -19 -3 -1 -17 -6 -15 -5 -2 -8
right_child=4 2 15 27 5 13 29 8 10 -11 -12 12 -14 26 -16 24 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0059904516654464696 0.0013335192686774165 0.14892198884013505 -0.025151651299289188 -0.005598872689077751 -0.033677443431899892 -0.00065293211254520119 -0.0017233728148198179 -0.00073592258310868966 0.0030276954966030811 0.0092659208566333844 -0.0041140288820404654 0.003038561330171336 -0.0013602947173128777 -0.013625762777706663 0.0051380206056606927 -0.0064341839780193777 0.026163568139710831 -0.0077143802125236695 -0.012917006973760076 0.081060789726318652 0.010154314258344769 0.0024321335557274996 0.016745359735223751 -0.00024143768380855321 -0.001037392337162121 0.005841673147680115 5.1091023376487164e-05 -0.030519173611268963 -0.001297134893875212 0.0031609666961386292
leaf_weight=1234.0980026572943 6334.4517723023891 2.3834014758467665 78.99437689781189 65.931308940052986 23.823765531182289 2279.8852171823382 2255.2423438429832 3706.4165629483759 1053.8282181918621 740.09953995421529 7947.0705978870392 10253.491904526949 3612.2245076745749 185.12624463438988 3829.7005172148347 1458.8974742367864 236.23246667534113 474.74646711349487 53.412193089723587 18.954247653484344 39.036146849393845 5471.770407859236 63.586839638650417 29876.301903959364 11032.856970869005 5231.4105741083622 24667.872910790145 244.35164322704077 13684.04633243382 2801.4867945313454
leaf_count=5913 25672 15 488 362 96 9250 9218 18684 4433 3502 36184 41664 14636 793 15552 6226 969 1949 215 77 160 22629 382 127604 46428 21346 103582 1521 55977 11471
internal_value=0.000118423 -0.000531516 -0.00225735 -0.017028 0.000487759 0.00125145 0.00336761 -0.0001782 -0.00188689 0.000928832 -0.00327787 0.000499915 0.00189259 0.000546669 0.00297704 -0.00181525 6.58535e-05 0.00242721 0.0189569 -0.000406605 0.0333302 0.00162208 0.0215207 -0.000469492 -0.00166768 0.00566252 -5.07858e-05 -0.0252239 -0.000464717 0.000982608
internal_weight=138958 50351.6 12947 376.253 88606.2 41274.5 10312 47331.6 13447.4 4446.52 9000.9 33884.2 13865.7 30962.6 6109.59 12570.7 37404.6 6236.16 289.645 31168.4 57.9904 5946.52 65.9702 31110.4 12491.8 5255.23 24853 310.283 20018.5 5056.73
internal_count=586998 214938 55422 2280 372060 171308 42131 200752 62803 22186 40617 137949 56300 129177 24802 53142 159516 25762 1184 133754 237 24578 397 133517 52654 21442 104375 1883 81649 20689

Tree=92
num_cat=0
split_feature=25 17 27 24 7 5 45 55 48 1 44 26 45 37 51 33 0 33 33 18 11 21 7 33 50 26 1 45 31 13
split_gain=8.18955 12.8989 14.5877 15.2717 21.5935 11.8318 11.6628 10.2179 9.94541 12.7594 11.0848 18.9307 10.2712 9.74452 10.0804 21.1649 31.4746 15.0386 14.9689 12.6444 12.2292 9.36462 12.3766 11.7514 10.6051 9.11843 8.88984 8.64064 8.03738 7.87578
threshold=-0.34858906269073481 -0.79383328557014454 -0.00057331996504217375 0.45386639237403875 -0.04316392354667186 1.368694067001343 0.0045203273184597501 -0.89897656440734852 0.80370745062828075 -0.02048446889966726 3.7914838790893559 0.73882025480270397 -0.17180078476667401 3.4732568264007573 -0.13692585378885266 -0.21832937002182004 -0.0085587846115231497 -0.30901883542537684 -0.31020215153694147 0.046438999474048621 1.4540786147117617 -0.17769296467304227 0.12960033863782885 1.2453320622444155 0.31193169951438909 1.7828611731529238 -0.0042249399702996007 0.014364767353981735 -0.93569540977478016 0.19980064034461978
left_child=1 2 5 4 -4 6 -1 -5 10 12 28 -12 -10 14 15 20 -17 18 -16 -19 -2 22 24 -24 -15 -11 -7 29 -3 -23
right_child=13 8 3 7 -6 26 -8 -9 9 25 11 -13 -14 21 17 16 -18 19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042017943187947042 0.00049791980388081271 0.00093537091634415771 0.0055918935387087153 0.021403041216000073 -0.014218531968136685 -0.084938696380958384 -0.014166891472493545 -0.0023835108571605011 -0.033835274109254035 0.0010868167930617998 0.0053882417647435326 -0.0050546093171098469 0.0080920383628698897 0.0093551899650138604 0.0013834797137368203 -0.0033055050147051865 0.0043243005095362774 -0.0017538617921618895 0.023749733866004357 0.0021639501780313253 -0.0036446175011787259 0.0018358526241385252 -0.065144448996028781 0.0020030381368493604 0.032278764101479063 -0.0074848806985336443 -0.015422390538521989 0.072697041882512775 -0.0014680911186255449 -0.07700333219969685
leaf_weight=1065.9870784021914 37855.886697236449 6113.786175340414 239.77122413367033 82.965879801660776 1139.1462119333446 7.2830327600240699 140.88258504867554 300.44516457244754 21.429500535130501 8599.3396742790937 2380.1593570113182 847.4273824095726 1140.7399090230465 164.23833267390728 9041.7129039391875 2365.8921099901199 10977.931151080877 21019.953430078924 109.02137111127377 3452.730164706707 2751.9828625544906 645.95332580059767 10.894213572144507 67.62894906103611 130.28602994978428 471.25911654531956 73.021598588675261 6.1563641726970664 27716.278687816113 4.5939825326204291
leaf_count=4748 160425 25873 1128 390 5806 31 614 1519 86 34901 9652 3430 4608 665 37151 9644 46000 88208 448 14123 11753 2751 44 273 528 1916 324 27 119912 20
internal_value=0.000111254 -0.000499875 -0.00428207 -0.00782862 -0.0107738 0.000573668 0.00205755 0.00276363 -0.000255982 0.00139986 -0.00071321 0.00264639 0.00731893 0.00045846 0.000390229 0.000898409 0.00297152 -0.000425189 0.00164995 -0.00120112 0.000217181 0.00626112 0.0138527 -0.00731293 0.0194957 0.000641478 -0.021727 0.00194863 -0.00103374 0.00127911
internal_weight=138945 50339.9 3049.5 1762.33 1378.92 1287.17 1206.87 383.411 47290.4 10232.8 37057.7 3227.59 1162.17 88604.9 87575.1 53951.7 13343.8 33623.4 9150.73 24472.7 40607.9 1029.75 373.048 78.5232 294.524 9070.6 80.3046 656.704 33830.1 650.547
internal_count=586998 214938 14560 8843 6934 5717 5362 1909 200378 41511 158867 13082 4694 372060 367752 227822 55644 139930 37599 102331 172178 4308 1510 317 1193 36817 355 2798 145785 2771

Tree=93
num_cat=0
split_feature=8 20 2 7 51 9 12 2 28 23 24 14 25 49 33 9 8 23 7 34 26 2 46 9 33 19 24 25 9 29
split_gain=8.87788 16.0009 17.5076 15.6717 25.892 18.5959 26.5273 22.3945 13.1494 22.8793 12.4163 14.4697 13.1423 12.9483 12.1207 11.9859 11.7008 11.1728 11.0271 9.51345 9.29119 8.92759 9.79264 9.51182 8.80291 15.4616 8.57015 8.1608 7.30848 5.00066
threshold=0.012955179437994959 0.0057754325680434713 0.044950025156140334 0.037512244656682021 0.44510343670845037 -0.0046120614279061547 0.25050531327724462 -0.0071547953411936751 0.0020204392494633798 -0.011863598134368656 -1.5473838448524473 -0.047659292817115777 2.2657678127288823 -2.1528315544128414 -0.39943376183509821 -0.46170622110366816 0.045251322910189636 0.013675078283995392 0.016801761463284496 1.3376586437225344 -1.5395098328590391 -0.024113448336720463 0.00086810454376973223 0.010428547859191896 3.5300124883651738 -0.0041790213435888282 0.8691827952861787 0.55342227220535289 0.030942099168896679 -0.17094226181507108
left_child=1 10 15 4 5 7 -7 -2 16 -10 11 12 -1 -13 20 17 -6 -3 -17 27 29 22 -12 -23 26 -26 -16 -4 -21 -5
right_child=3 2 19 14 8 6 -8 -9 9 -11 21 13 -14 -15 24 18 -18 -19 -20 28 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028584439324612762 -0.0019396318103686598 0.00056988358811119373 0.012889727107356759 0.12147631257717584 0.0097771492922674504 -0.0029478644382424273 0.0074881830709532743 0.0026677482958024175 -0.027879824133500732 0.0020260582443944468 -0.0037815568278476413 0.013547981364551783 -0.032718310049843935 -0.0070164351557896491 0.001197599633351571 -0.0036306127105124649 -0.0060302358497149149 0.017394330938966224 0.0088642964230954812 0.034386011844878647 0.013610565088547903 0.0025193886596693899 0.010077426089505681 0.00069866887867952232 -0.00061506921456262297 -0.018955273857028984 -0.00080389246545128175 0.0010376092873789231 -0.0071329139728486457 0.037382711381867988
leaf_weight=1528.9554845541716 8524.6194911748171 592.70666001737118 549.27317531406879 4.3457853496074677 1407.3478450626135 23302.77809542045 911.12888107448816 6849.2548159584403 97.161138147115707 1765.9430739171803 1871.1828658208251 117.34629040956497 38.316870659589767 1816.4325973019004 27708.383961580694 7439.4053377211094 191.5181301087141 186.90615290403366 263.26960977911949 16.26163712143898 135.71675434708595 20711.86315754801 203.50546166300774 20606.450396589935 612.41397459805012 226.75283241271973 10666.395548708737 337.74282132089138 248.51711420714855 6.1457304060459119
leaf_count=6225 35588 2380 2251 20 5757 110166 4020 29200 431 7616 7586 500 155 7586 113263 30557 778 753 1081 69 552 85439 838 84451 2593 922 43802 1381 1013 25
internal_value=0.000104539 0.000683638 -0.00154349 -0.000292687 -0.00108384 -0.00151899 -0.00255517 0.000113014 0.00389201 0.000466462 0.00114119 -0.00229597 0.00198866 -0.00576854 0.000572633 -0.00248601 0.00788368 0.00460341 -0.00320355 0.00539762 0.0178159 0.0014185 -0.00242213 0.00161135 0.000508342 -0.00557081 0.000641278 0.00837688 -0.00458299 0.0722159
internal_weight=138938 56528.1 9634.08 82409.9 43049.8 39587.8 24213.9 15373.9 3461.97 1863.1 46894.1 3501.05 1567.27 1933.78 39360.2 8482.29 1598.87 779.613 7702.67 1151.79 146.208 43393 2074.69 41318.3 39213.9 839.167 38374.8 887.016 264.779 10.4915
internal_count=586998 232265 39485 354733 193556 178974 114186 64788 14582 8047 192780 14466 6380 8086 161177 34771 6535 3133 31638 4714 597 178314 8424 169890 160580 3515 157065 3632 1082 45

Tree=94
num_cat=0
split_feature=6 12 17 53 23 6 8 6 12 37 8 8 48 28 29 7 12 51 25 17 9 35 27 8 21 28 45 28 46 21
split_gain=8.19082 15.9043 13.9823 31.1831 12.0964 17.4554 14.689 17.9564 16.213 14.8945 12.5372 21.3183 11.1531 10.9861 14.8148 10.7009 10.1663 9.83429 9.50791 12.6361 9.32025 8.36388 7.8021 7.75122 6.68119 8.48858 11.639 6.52589 2.40697 1.81485
threshold=1.3658986091613772 -0.27979271113872523 -0.9409729242324828 0.25273287296295172 -0.0016591091989539561 0.22455577552318576 0.012955179437994959 0.4528979361057282 0.096040796488523497 6.9865906238555917 -0.0079659163020551187 0.050150141119956977 0.80370745062828075 0.0023107397137209777 -0.22670393437147138 0.029784815385937694 -0.17440260946750638 -0.29557977616786951 -1.5113387703895567 -0.85420712828636158 -0.038937108591198914 1.3638768196105959 -0.00023241918097482991 -0.044949166476726525 -0.0091014932841062528 0.038959616795182235 0.0026002768427133565 0.015520132146775724 -0.00069420086219906796 0.11666119843721391
left_child=4 24 3 23 6 10 8 9 17 -8 16 -12 -5 14 -4 -9 -6 -1 19 -7 -20 -10 -15 -3 25 27 -27 -2 29 -26
right_child=1 2 13 12 5 18 7 15 21 -11 11 -13 -14 22 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0048247991034111792 -0.010586607742249206 -0.0087954713799554864 0.087653528494850794 0.007885476826248905 -0.0035478972455061288 -0.022429006803859355 -0.00071490060459801475 -0.011713703325812825 -0.0014619403577160856 0.019131835494524442 0.0068626734100550695 0.001232167542495741 0.10856932069204654 -0.015084514135989616 0.0094927652048980415 -0.0022222809010727447 0.0025177636040766924 0.001050356363407055 0.0025465748205587883 -0.0025305937901710872 -5.1055772270826039e-06 -0.013574700883336063 -0.0010087674367042214 -0.055230082363931121 -0.095372663637433935 0.012035236802682139 -0.047655093696375113 -0.030800075679986275 -0.012454392666825008 -0.042879849410552041
leaf_weight=2791.1077850311995 144.99987506121397 17.381548807024956 9.1626799553632718 9.7614757493138331 1706.1933033466339 122.18886647373438 47989.346550766379 845.63027631491423 6546.923347055912 136.51592862606049 4678.0739774629474 5016.9808132350445 6.6651468724012366 144.41484104096889 184.93605005741119 865.0788432136178 2385.5353037118912 22664.663042664528 6419.2414239346981 1922.9614891782403 26128.601884700358 211.86310310661793 7728.2330645769835 50.664353169500828 5.3075327053666097 77.032349735498428 13.878871753811834 95.283098265528679 3.2907676324248305 4.2856130227446556
leaf_count=11650 880 137 43 57 6957 637 209375 3735 26842 562 19574 20378 37 635 818 3678 9641 92882 26031 8021 109310 869 32754 443 24 338 59 574 19 38
internal_value=9.82242e-05 -0.00170697 -0.00117359 -0.0254576 0.000215801 0.000968288 -0.000227887 -0.000873329 0.000770624 -0.000658602 0.00277357 0.00394901 0.0487382 -0.000919295 0.0131824 -0.00691404 -1.15317e-05 0.00146421 0.000248804 -0.00371944 0.000498149 -0.00184163 -0.00126697 -0.0433689 -0.0143427 -0.0126937 0.00292267 -0.0186022 -0.0567331 -0.0719222
internal_weight=138926 8495.3 8151.22 84.4725 130431 48379.8 82051.1 49836.6 32214.6 48125.9 13786.8 9695.05 16.4266 8066.75 194.099 1710.71 4091.73 25455.8 34593 2045.15 32547.8 6758.79 7872.65 68.0459 344.078 331.194 90.9112 240.283 12.8839 9.59315
internal_count=586998 36856 34924 674 550142 200549 349593 217350 132243 209937 56550 39952 94 34250 861 7413 16598 104532 143999 8658 135341 27711 33389 580 1932 1851 397 1454 81 62

Tree=95
num_cat=0
split_feature=3 3 11 31 15 46 7 9 24 3 45 2 2 33 16 23 46 8 14 50 18 11 25 2 34 2 37 16 18 35
split_gain=14.8652 25.3852 21.1135 20.9462 16.9956 16.1611 15.7876 15.1588 13.9161 13.5893 12.6203 11.5927 11.5049 11.2621 14.2363 11.0071 11.0208 10.2311 10.0692 9.87624 9.83884 9.64667 9.48983 9.31937 9.08738 8.23822 8.07153 7.98606 6.5485 6.3426
threshold=-0.004409077111631631 -0.0043968558311462394 -0.35806892812252039 0.072833202779293074 0.029692117124795917 -0.0041784720961004487 0.026364844292402271 0.0058825844898819932 -2.3852913379669185 -0.011928181163966654 -0.025680452585220333 0.0032895603217184548 -0.043603347614407532 -0.39436554908752436 -0.046519318595528596 -0.0015040780999697743 -0.064860131591558443 -0.08085808157920836 0.038707826286554343 -0.78624460101127613 0.039503987878561027 1.1190311312675478 -0.86061945557594288 -0.10643826797604559 1.3183248639106753 0.0038310048403218393 9.6485533714294451 0.41815836727619177 -0.0089064561761915666 -0.17634013295173642
left_child=3 2 12 4 5 10 7 -4 11 15 -1 23 29 14 -10 18 -17 20 -5 -15 -6 -19 -14 -3 -7 -13 27 -11 -8 -2
right_child=1 8 6 9 17 24 28 -9 13 26 -12 25 22 19 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030232397039603198 -0.013736536824898461 0.10387969538978897 -0.014511080087735466 -0.0008228879811007819 -0.031495376658353433 0.0017007566250608799 0.00058184745684062601 -0.0047215947412231861 0.01916624705545221 0.0035196731317634184 -0.0010639972552555299 0.075574671450051992 0.011700549363324927 0.00096373053691487095 -0.0056447873437465452 0.012272532697266539 0.0016362912491228788 -0.0053511004022560116 -0.011608749409219367 -0.00068248549824106227 0.026037455210985765 0.048793197577217076 -0.00051524601071116646 -0.019274481181266769 -0.040089872153166048 -0.00039679786881354639 -0.044959831381282254 -0.021576592946309852 -0.0098517055689773536 -0.078906880959798129
leaf_weight=2994.6947744488716 12.986107856035234 2.2296653538942328 1288.4309211969376 4584.4859110116959 89.313096851110458 15749.725215502083 955.89820047467947 1020.4374423883855 86.824347466230392 12488.201169230044 29611.176860883832 5.3254198282957068 319.15183375775814 19076.084787093103 2025.2800901643932 399.42480793595314 2875.0385078862309 1518.1251110360026 334.31657539308071 42016.406556028873 12.157368615269659 11.93923546373844 809.91553392261267 279.6606370434165 18.754274517297745 146.38344952464104 12.422731786966322 45.814967557787895 279.9938800483942 9.1741303056478483
leaf_count=12159 55 9 7738 19075 360 66632 4404 4630 352 52355 122730 22 1549 80449 9396 1638 11862 6335 1428 177335 49 50 3771 1182 79 608 52 188 1217 38
internal_value=-7.3852e-05 -0.000705007 -0.00496215 0.000535789 -0.000129093 7.40488e-05 -0.00725489 -0.0101845 -0.000390864 0.0021389 -0.000688604 -0.0111031 0.00209747 -0.000317375 -0.00462486 0.000238347 0.00293372 -0.00615218 -0.00155597 -0.000168456 -0.0246023 -0.00492861 0.00293778 -0.0183004 0.00165105 0.00227002 0.00338003 0.00342794 -0.0017819 -0.0407164
internal_weight=139080 68334.2 4695.99 70745.6 50005.9 48374.4 3544.76 2308.87 63638.2 20739.7 32605.9 433.599 1151.23 63204.6 2112.1 8193.27 3274.46 1631.53 4918.8 61092.5 101.47 1530.06 1129.07 281.89 15768.5 151.709 12546.4 12534 1235.89 22.1602
internal_count=587747 292755 23402 294992 208394 201600 17989 12368 269353 86598 134889 1821 5413 267532 9748 34003 13500 6794 20503 257784 409 6385 5320 1191 66711 630 52595 52543 5621 93

Tree=96
num_cat=0
split_feature=24 12 6 6 9 33 55 12 55 35 23 35 55 14 25 4 14 13 25 9 7 4 8 25 13 49 21 20 45 45
split_gain=13.987 15.4997 10.9605 22.1435 19.8707 17.4703 31.7934 17.3161 16.0932 15.808 15.1057 13.0262 11.4732 10.4699 15.5836 10.2856 12.2054 12.91 11.6213 10.0644 9.83729 9.13508 9.11219 8.92526 10.5269 9.26619 8.04799 12.8319 9.19062 6.91663
threshold=0.78624063730239879 -0.25294297933578486 0.48568947613239294 6.0550855778274133e-05 -0.0095503684133291227 0.45067523419857031 -0.43162561953067774 -0.28232361376285547 -0.46863114833831782 -0.31436373293399805 0.0086977574974298495 -1.3129993081092832 1.4406796693801882 -0.62155407667160023 -0.44597345590591425 -0.0042513015214353791 0.0041722557507455358 0.009677451569586994 -1.8317947983741758 -0.22729130089282987 0.037512244656682021 0.0090575483627617377 0.81736439466476452 2.1646230220794682 -0.0043806664180010549 1.544707775115967 0.63008329272270214 -0.016295862384140488 0.041710160672664649 -0.00034587539266794915
left_child=2 15 3 5 9 10 -7 20 -9 11 -1 -4 -11 14 19 16 29 -18 -17 -3 -6 -20 -16 25 -25 -5 28 -28 -15 -2
right_child=1 13 4 23 7 6 -8 8 -10 12 -12 -13 -14 26 22 18 17 -19 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00040753656393673808 -0.014831665544655584 0.079930987886257118 -0.0015364810448500166 0.002339500844001256 -0.013594610809579036 0.0089217785004150445 -7.6797895120573397e-05 -0.0038989625734084676 -0.00023125769688768125 -0.0055585081005479374 0.015594587285841668 0.004004541752185199 0.012794467195082922 -0.0011479328830224743 -0.00042880450015973012 -0.045992973108476221 0.015369583808871401 -0.0026777512544983412 -0.009599545136114265 0.023226561997765422 0.022490157830407219 0.070649999552184012 0.038119247167223265 -0.0062368074159942135 0.018395759330398369 -0.00264966146580887 0.0090612020282170459 -0.01027330748031329 0.0045859566516243599 0.0011480819985648797
leaf_weight=58534.523092873394 304.40434187650681 13.949478000402449 2078.9740262180567 20617.933182239532 579.96098771691322 2138.2166036292911 4170.3191358596087 6913.8604848906398 11421.708622612059 1461.3060748428106 213.14070670306683 5756.4645011052489 133.85610711574554 18796.174040716141 254.64075945317745 31.848904423415661 210.72963011264801 441.96236325055361 1071.2262853272259 58.625751689076424 28.535786487162113 5.1310340762138358 24.171534463763237 84.260798737406731 241.36756198108196 1433.2969224900007 150.39402082562447 692.95078488439322 1063.2764965444803 143.47058199346066
leaf_count=250131 1273 56 8589 84361 3064 8779 17294 29149 48713 6144 915 23725 559 79106 1031 151 971 2429 5016 237 125 22 97 342 987 5867 669 2914 4413 618
internal_value=-6.94866e-05 -0.00141204 0.0002002 0.000532726 -0.000824439 -2.72794e-05 0.00297318 -0.00194472 -0.00161425 0.00142596 -0.00034948 0.00253434 -0.00401844 -0.000910407 0.00935969 -0.00619364 -0.00208506 0.00314905 -0.0102739 0.0341256 -0.0119024 -0.00921699 0.00291311 0.00216083 0.0120217 0.00201521 -0.00108472 -0.00682538 -0.00084094 -0.00971277
internal_weight=139071 23263 115808 87433.1 28374.7 65056.2 6308.54 18944.1 18335.6 9430.6 58747.7 7835.44 1595.16 21054.2 351.388 2208.77 1100.57 652.692 1108.21 72.5752 608.497 1076.36 278.812 22376.9 325.628 22051.2 20702.8 843.345 19859.5 447.875
internal_count=587747 99003 488744 368676 120068 277119 26073 81051 77862 39017 251046 32314 6703 88523 1421 10480 5291 3400 5189 293 3189 5038 1128 91557 1329 90228 87102 3583 83519 1891

Tree=97
num_cat=0
split_feature=24 12 3 3 11 46 2 3 9 45 6 25 23 31 19 13 9 34 31 1 46 9 4 14 25 31 25 2 43 9
split_gain=12.364 13.7296 10.5742 21.0043 19.2508 15.6665 15.6241 14.3237 13.4992 15.0918 13.2018 14.3948 12.5411 12.05 11.7077 11.6024 9.94309 10.7456 14.8281 10.7323 10.3557 9.46393 9.13903 10.7995 13.3264 11.2147 10.4719 8.91362 8.81956 8.19842
threshold=0.78624063730239879 -0.25294297933578486 -0.004409077111631631 -0.0043968558311462394 -0.32161284983158106 -0.0033302765805274244 -0.043603347614407532 -0.0050035435706377021 0.87112370133399974 0.0066284919157624253 0.4528979361057282 2.2657678127288823 -0.0037534468574449416 0.50763022899627697 -0.022847961634397503 0.12265592068433763 -0.06639490649104117 -0.26548431813716883 -0.30384050309658045 -0.010859332978725432 -0.096626013517379747 -0.21237401664257047 -0.0042513015214353791 0.0041722557507455358 -2.5016742944717403 -1.6190485954284666 -1.8317947983741758 -0.025882447138428685 4.889096975326539 0.1481660604476929
left_child=2 22 7 4 6 -6 -4 8 13 -10 11 -5 15 -1 -12 -9 19 28 -19 20 -3 -21 23 25 -25 -2 -24 -14 -18 -28
right_child=1 16 3 10 5 -7 -8 12 9 -11 14 -13 27 -15 -16 -17 17 18 -20 21 -22 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=7.0031864643705125e-05 -0.035883620264099442 0.019840311522841846 -0.049581050145251382 0.00044777575596630141 -0.0022780953710718702 -0.011222353246172137 0.002847915106983282 -0.003969525888114717 0.033035438563675697 -0.016373846310555506 -0.011765015537451818 0.012471810360593369 -0.06297477786523327 0.0022969994732393406 -0.0012758446560498264 0.07277739692163937 -0.0046052397062567195 0.0022497966030001078 -0.0018806863083402714 -0.0063712259026946624 0.0044704744767065747 0.0031045718883427188 -0.043819728654700442 0.11274089211191914 0.0022883028287176738 -0.0057684079460487252 -0.009681785369618558 0.0067331358465724887 0.024432236166610662 0.018931063845512155
leaf_weight=49156.661543026567 50.137449830770493 198.05571825802326 20.836292207241058 32905.72004796192 1266.6746399849653 1589.8641251809895 1140.006298430264 599.71307472139597 89.196093708276749 29.653669267892838 393.06133715063334 362.37970265746117 6.6212431937456122 10640.387914799154 15090.234970808029 7.1762129664421073 3543.5960940122604 4479.1630878299475 10378.960326291621 598.11327800899744 776.69408331811428 1037.8356863409281 31.435650341212749 3.9564176537096492 649.19114860892296 397.04367181658745 1036.3272843547165 2503.7510581985116 38.060242243111134 37.349716603755951
leaf_count=204546 208 797 88 138919 6332 8212 5384 2458 359 119 1994 1515 27 44305 63512 29 15034 18750 44033 2414 3129 4206 151 24 3376 1683 4887 10945 160 151
internal_value=-6.53703e-05 -0.00132785 0.000188167 -0.000438466 -0.00460849 -0.0072562 0.00190685 0.000712758 0.000506453 0.0207076 -9.48333e-05 0.00057875 0.00467808 0.000466302 -0.00154212 -0.00306203 -0.00085597 -0.00134663 -0.000635502 0.00260965 0.00759341 -0.00035984 -0.00583183 -0.00196108 0.00295737 -0.00914489 -0.00968583 0.00654928 -0.00429667 -0.00868644
internal_weight=139058 23255.9 115802 52768.8 4017.38 2856.54 1160.84 63033.2 59915.9 118.85 48751.4 33268.1 3117.26 59797 15483.3 606.889 21050.5 18439.8 14858.1 2610.7 974.75 1635.95 2205.44 1100.33 653.148 447.181 1105.11 2510.37 3581.66 1073.68
internal_count=587747 99003 488744 225956 20016 14544 5472 262788 249329 478 205940 140434 13459 248851 65506 2487 88523 77977 62783 10546 3926 6620 10480 5291 3400 1891 5189 10972 15194 5038

Tree=98
num_cat=0
split_feature=24 19 43 25 14 21 25 6 12 11 43 35 11 24 8 5 35 12 23 48 54 18 51 52 9 51 8 23 31 11
split_gain=10.9495 13.3086 10.6973 13.4113 9.6181 11.7065 9.48547 9.96776 12.4325 13.8746 9.56883 9.39017 9.09911 10.6173 12.9984 9.46034 13.9758 13.6146 9.05719 17.9325 12.0274 9.03768 8.58904 8.41069 10.9072 15.0597 11.0682 10.8299 11.2513 10.533
threshold=0.80092868208885204 -0.0212327791377902 4.3841049671173105 0.57752054929733287 -0.24360839277505872 0.17976702749729159 0.68794003129005443 0.99501240253448497 -0.27979271113872523 0.20167180150747302 0.46107579767704016 -0.98370221257209767 -1.4713333845138548 -1.4068903923034666 0.044418187811970718 -1.1113181114196775 -0.59448477625846852 -0.17571865022182462 -0.0018552878173068164 -1.8694132566452024 2.5337406396865849 -0.01662602927535772 -0.2928310334682464 0.619035303592682 0.014848065096884968 -0.2983002215623855 0.49653029441833502 -0.0039872603956609956 -0.83488732576370228 0.52973145246505748
left_child=6 23 4 -4 5 -3 7 18 9 -9 -10 -6 15 14 -14 16 -8 -17 20 -20 -1 -5 -15 24 26 -26 -2 28 -25 -29
right_child=1 2 3 21 11 -7 12 8 10 -11 -12 -13 13 22 -16 17 -18 -19 19 -21 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=-0.0005707627061094302 -0.0035067259744850088 0.0068317440465867343 0.025357749800422245 0.0099612462626147147 -0.0053536284282564451 -0.0093589272973849027 -0.0032019102642794361 0.0036955687021476401 -0.00098097028725803773 -0.019866750541929729 -0.0086538988953220389 -0.00080343873762267048 -0.0042150860844182049 0.0046770558619580217 0.015780629147226992 -0.017720429032926987 0.0090869046610133793 0.0021137954769592055 0.017681505592396209 0.00083634527318928093 0.004080556231488122 -0.073593770320312404 0.001340491793249438 0.071388744910581517 0.044570644185376193 -0.0003075839778025773 -0.077657752059893767 -0.020400164808605049 0.0032500699691133065 -0.0070314142267138236
leaf_weight=49106.219586510211 912.78089106455445 1020.8582511246204 103.44037836045027 9.7736576497554797 1801.3949885368347 190.81970046460629 1490.0213584303856 133.40617685765028 8480.0734819471836 276.30694910138845 628.47559444606304 17439.1905843243 1766.3293701708317 3193.3760583996773 125.3410842269659 304.66138038039207 429.11276967823505 210.78643947839737 229.47239238768816 26542.21859832108 2086.3799988031387 8.9076976478099805 21325.227545157075 10.719872951507567 41.142851740121841 77.857215404510498 7.3047577589750281 295.12892381101847 46.858085282146931 754.7220549620688
leaf_count=209994 4084 4167 436 40 7570 773 6068 685 35990 1564 3050 73457 7456 13783 509 1242 1749 857 1083 109601 8613 37 88752 45 170 322 30 1438 205 3977
internal_value=-6.15095e-05 -0.00126625 -0.000797211 0.0169079 -0.000902929 0.00428197 0.000173799 -0.000137311 -0.00197029 -0.0121947 -0.00151039 -0.00122945 0.00111735 0.0014409 -0.00289018 -0.00239252 -0.000454167 -0.00960945 8.64687e-05 0.000980733 -0.000381196 -0.0298797 0.00177506 -0.00576199 -0.00188466 0.0152085 -0.00409543 -0.00940004 0.0159361 -0.0107896
internal_weight=139048 22720.9 20574.4 122.122 20452.3 1211.68 116327 87482.6 9518.26 409.713 9108.55 19240.6 28844.9 26410.3 1891.67 2434.58 1919.13 515.448 77964.3 26771.7 51192.6 18.6814 24518.6 2146.51 1039.09 119 920.086 1107.43 57.578 1049.85
internal_count=587747 96751 86480 513 85967 4940 490996 370580 41289 2249 39040 81027 120416 110500 7965 9916 7817 2099 329291 110684 218607 77 102535 10271 4606 492 4114 5665 250 5415

Tree=99
num_cat=0
split_feature=3 3 31 11 15 49 5 7 8 24 4 3 49 55 35 17 54 18 23 35 8 46 11 2 11 13 24 11 17 49
split_gain=11.017 19.8131 16.8068 16.6618 15.1211 14.7156 14.0757 13.4275 14.3928 12.3482 16.4245 12.1097 14.9365 11.4939 10.0669 9.71402 13.5192 12.4835 9.5598 9.84261 9.11494 9.1033 8.44314 8.23136 7.88966 9.36466 7.82638 7.44611 7.31987 6.72771
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.029692117124795917 -0.12514873594045636 0.51488766074180614 0.026364844292402271 0.020485426299273971 -2.3852913379669185 -0.0036004736321046944 -0.011928181163966654 -2.7492089271545406 -0.32282952964305872 -1.4077005386352537 -0.63436201214790333 9.6485533714294451 -0.020076958462595936 -0.046764401718974107 -0.67405873537063588 -0.08085808157920836 0.037697840481996543 1.1190311312675478 0.0032895603217184548 0.66890940070152294 -0.011922430247068403 -0.50549897551536549 0.65635788440704357 -0.44833983480930323 2.7374624013900761
left_child=2 3 4 18 5 6 -1 8 -5 10 23 12 26 -7 -14 16 -11 -17 28 -20 21 -6 -22 -3 27 -26 -4 -13 -2 -9
right_child=1 9 11 7 20 13 -8 29 -10 15 -12 24 14 -15 -16 17 -18 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00035553540401535565 -0.081313729996149386 -0.018449829413786333 0.038515635688471266 -0.0049058806728592766 -0.032114916502833005 -0.0002639320901401096 -0.012353214406707743 -0.0017943344680879125 -0.014481976121243127 -0.0019422008150424607 0.060166900903416032 0.0033046812743461533 -0.0089421201814507186 0.0038876149646279189 0.00035614414794120272 -0.0048416462130384218 0.053769507039919187 0.00026405313929378293 -0.0041955329824958721 0.0071875314057565616 -0.0050552343456857444 0.013233096403698508 0.045383454860202725 -0.00080128918484448201 0.048169745802182411 -0.0055367186791850983 -0.0001074101259455507 0.032233938567316503 -0.004316509584136808 0.044991888354990558
leaf_weight=38175.773236349225 8.6496052294969576 275.8392011448741 55.178189918398857 1279.3067241683602 81.468609780073166 4157.1254170462489 355.30428145825863 1222.2470272108912 1011.9915284737945 11119.349798254669 11.548178493976591 12015.84878128022 443.41362488269806 5682.4210277497768 7667.5319172739983 1785.2024002373219 15.702714346349238 50260.668669171631 459.66598986834288 675.06212098896503 1516.7286382615566 19.811589643359184 12.042411491274832 145.22883112728596 11.971254274249075 494.02291216701269 28.717091292142868 32.115647837519646 9.1434530317783338 11.165627263486384
leaf_count=158991 36 1170 230 5912 329 17320 1493 5546 6456 49055 48 50353 1885 23796 31768 9159 74 209244 2318 3021 6335 80 50 603 49 2058 120 135 38 75
internal_value=-5.78704e-05 -0.000601488 0.000466855 -0.0043705 -0.000128862 6.26801e-05 -0.000466169 -0.00641826 -0.00913533 -0.000324369 -0.0104267 0.00190242 0.00010834 0.00213362 -0.000152178 -0.000255196 -0.00186364 8.89248e-05 0.0018921 0.00257638 -0.00581275 -0.0232443 -0.00465792 -0.0123627 0.00307354 -0.00426608 0.0252951 0.0033818 -0.0417466 -0.0013708
internal_weight=139040 68290.8 70749.5 4677.23 50000.7 48370.6 38531.1 3524.71 2291.3 63613.5 432.616 20748.8 8194.84 9839.55 8110.95 63180.9 11135.1 52045.9 1152.52 1134.73 1630.05 101.28 1528.77 421.068 12554 505.994 83.8953 12048 17.7931 1233.41
internal_count=587747 292755 294992 23402 208394 201600 160484 17989 12368 269353 1821 86598 34003 41116 33653 267532 49129 218403 5413 5339 6794 409 6385 1773 52595 2107 350 50488 74 5621

Tree=100
num_cat=0
split_feature=18 7 8 47 6 6 6 8 8 16 55 6 51 37 8 16 17 34 55 26 20 26 31 18 20 5 23 5 50
split_gain=1520.02 1208 766.921 511.935 200.716 131.532 149.041 91.9223 44.7302 41.1553 40.8931 39.1215 34.5354 33.5116 25.7814 22.9712 22.1567 18.9548 18.3781 14.9023 13.1514 12.7108 12.1844 12.1111 9.60201 9.32226 8.28866 4.55247 3.16643
threshold=-0.021363901905715462 0.0037756116362288599 -0.041814815253019326 -0.57347567379474629 -0.02541163936257362 -0.0032315368298441167 -0.02541163936257362 -0.004762922413647174 -0.093628708273172365 -0.073294002562761293 0.906316637992859 -0.003231556853279471 -0.017102343030273911 1.1995840668678286 0.00057943796855397533 0.26635158061981207 -0.44068811833858484 1.3778149485588076 1.0597108602523806 0.07628002762794496 -0.03052502870559692 -1.5370751619338987 -2.2119578123092647 0.090053256601095213 -0.030299223028123375 1.1866375207901003 -0.001615132321603596 0.69855281710624706 -0.76634728908538807
left_child=5 2 8 4 -4 6 21 -5 18 -10 12 17 16 14 19 20 -3 -8 -2 -7 -12 27 -17 -14 -16 -13 -23 -1 -15
right_child=1 10 3 7 -6 13 11 -9 9 -11 15 25 23 28 24 22 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0057059193698130416 0.0012947758610691753 0.0089445080492494122 -0.0095522268259838391 -0.008334214530802804 -0.022398702117181653 -0.031382092112277313 -0.064322936435193101 -0.0012109059904113029 -0.0058968784650319595 0.0004556218217604846 0.010574591673310686 -0.05533241166567663 0.0033671928972976535 0.11360713837935202 0.0062512424807456158 0.067680142940952495 0.0055182004639537105 -0.081892877997624361 0.0062340179519831916 -0.062891475364482446 0.0020073982078009514 -0.026909069651134987 -0.0056506624690911295 -0.0054580014908841342 -0.025842125563176773 -0.030079807741929074 0.0025208274769449885 0.056361436669831316 0.046778586100865979
leaf_weight=39.783357977867126 17505.018315628171 10896.531580984592 6292.0565703511238 28446.527742490172 14396.279812678695 570.67567323148251 500.15102438628674 8461.6022069752216 6377.3279302567244 8653.0973588228226 699.04578925669193 667.88037516176701 10821.815976843238 5.1144613772630692 87.482520148158073 8.2007672041654569 18048.515139818192 396.10825981199741 3209.1253217309713 59.686506479978561 8351.6949309408665 161.58067160844803 1530.8380499184132 590.34393295645714 54.449340969324112 57.128943547606468 43.787864550948143 7.6084958165884009 5.0951781719923002
leaf_count=163 70561 44666 25696 116235 60430 2438 2179 34548 25910 35020 2909 2900 44189 21 369 33 73550 1711 12934 261 34061 658 6252 2387 231 247 177 31 21
internal_value=-0.00342381 -0.00259579 -0.00665173 -0.0109362 -0.0184916 -0.0483972 -0.0570243 -0.00670112 0.000251983 -0.00223971 0.00483519 -0.0637054 0.00570596 -0.0277361 -0.0291637 0.00151675 0.00680805 -0.0720881 0.00205998 -0.0343656 0.0026691 -0.0141706 -0.00525992 0.00291067 -0.00606074 -0.0533426 -0.0206341 0.0138384 0.080256
internal_weight=146945 144288 93341 57596.5 20688.3 2656.53 1874.03 36908.1 35744.6 15030.4 50947 1621.27 40357.2 782.504 772.294 10589.8 28945 896.259 20714.1 630.362 9050.74 252.76 1539.04 11412.2 141.932 725.009 205.369 47.3919 10.2096
internal_count=600788 589381 381334 236909 86126 11407 8066 150783 144425 60930 208047 7037 164792 3341 3299 43255 118216 3890 83495 2699 36970 1029 6285 46576 600 3147 835 194 42

Tree=101
num_cat=0
split_feature=48 7 7 8 48 28 6 8 13 7 33 0 28 7 33 16 7 8 17 55 28 7 51 17 6 3 6 31 16 9
split_gain=1521.87 751.033 620.997 439.326 397.205 337.295 440.241 139.248 95.2187 59.8973 55.6701 48.0738 42.3874 39.6183 38.9979 35.3272 31.888 27.5778 25.7219 22.856 22.1592 19.7275 18.6445 18.2584 13.8314 13.5203 12.3311 11.4974 11.1545 8.79187
threshold=-1.4635246396064756 0.0037756116362288599 -0.0032519351225346322 -0.045028725638985627 -0.33299300819635386 -0.0048417916987091294 -0.0032315354328602548 -0.0065470347180962554 -0.013903370592743157 -0.042772365733981126 0.095794580876827254 -0.03346742503345012 0.046547604724764831 0.0082902335561811941 -0.39895440638065333 0.030648026615381244 -0.071218971163034425 -0.12924472987651822 -0.87360209226608265 1.2476784586906435 -0.09846006333827971 0.015554901212453844 0.15706272423267367 -0.74705469608306874 0.68938201665878307 -0.0067052494268864385 0.46047466993331915 0.17071291059255603 0.037072572857141502 -0.022330764681100842
left_child=2 3 5 17 7 16 8 -5 -7 -8 19 -6 15 14 -4 -12 29 22 -14 21 -19 -3 -2 28 -25 -18 -21 -16 -15 -1
right_child=1 10 13 4 11 6 9 -9 -10 -11 12 -13 18 23 27 -17 25 20 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031271703232450528 0.003615017268173109 0.002506645328779521 -0.050860254484460903 -0.017055752513627474 0.005104279145119902 -0.033150599226074773 -0.0028288541611136736 -0.0050210818217231844 -0.057689661140659425 -0.025584876851606181 0.0090931069934826088 -0.0046134570610790685 -0.020836195903153002 0.065826281780112211 -0.01615414840991284 -0.00097553372381392839 -0.0084701749201493495 0.0052347467290679043 -0.0039186981456232539 -0.00074062335166728474 -0.0018382328036436236 0.0063498689469849391 -0.00097983621137563703 0.0061524186310295157 0.030414545788018194 -0.019234955461698316 0.0065028317348536655 0.0017385945252781961 0.02195312167800334 0.021003405949020632
leaf_weight=179.49682550132275 11509.101406365633 5675.785937204957 67.521080270409584 16945.180338785052 1951.8355832695961 710.07362669706345 495.40846309065819 4349.6209791749716 2870.517735555768 2611.1893483102322 2062.310910731554 30013.604021579027 374.6723779886961 28.392506286501884 175.8522440046072 3202.6790057718754 903.80923409759998 1776.5933517962694 2370.9638065099716 3208.8392618745565 15566.33430942893 31456.142101079226 4392.4758379310369 1227.8081140965223 90.846952006220818 784.70661863684654 1149.0522771030664 488.22162473201752 78.656816676259041 113.83236539363861
leaf_count=725 46261 23458 290 70103 7880 3031 2074 18074 12523 11414 8442 122290 1649 126 761 13104 3733 7158 9598 13015 63002 127705 17793 5255 400 3268 4704 2148 342 462
internal_value=-0.00322171 -0.00149828 -0.0248722 -0.00487105 -0.00824924 -0.0320406 -0.0384836 -0.0145976 -0.0528233 -0.021956 0.00439583 -0.00402008 -0.000183425 0.00393396 -0.00741676 0.00296838 -0.0103007 0.000541057 -0.00622728 0.00527997 -0.00111368 0.00576241 0.00234579 0.00975854 0.00782392 -0.0134729 0.00116927 -0.00299955 0.0335895 0.00795944
internal_weight=146832 136005 10826.3 86504.7 53260.2 8669.03 6687.19 21294.8 3580.59 3106.6 49500.4 31965.4 8010.63 2157.3 731.595 5264.99 1981.85 33244.5 2745.64 41489.8 17342.9 37131.9 15901.6 1425.7 1318.66 1688.52 4357.89 664.074 107.049 293.329
internal_count=600788 554236 46552 352561 218347 37230 29042 88177 15554 13488 201675 130170 32793 9322 3199 21546 8188 134214 11247 168882 70160 151163 64054 6123 5655 7001 17719 2909 468 1187

Tree=102
num_cat=0
split_feature=48 7 7 8 18 48 7 18 28 28 6 33 8 28 7 33 23 18 8 28 28 16 33 51 17 49 6 19 31 16
split_gain=1357.15 664.821 557.138 375.678 366.54 350.767 158.616 140.201 106.164 70.1098 69.3304 49.9843 37.9118 36.0431 34.9604 35.0476 33.4973 29.4273 24.2453 19.0862 18.0254 17.5012 17.1979 16.4972 15.9066 13.066 12.0756 11.9354 10.5031 9.52326
threshold=-1.4635246396064756 0.0059639648534357556 -0.0032519351225346322 -0.045028725638985627 -0.021078436635434624 -0.33299300819635386 -0.042772365733981126 -0.020710278302431103 -0.0043495516292750827 -0.0048417916987091294 -0.003231550799682736 0.059463137760758407 0.011339744087308647 0.062031606212258346 0.0082902335561811941 -0.39895440638065333 -0.065855942666530595 0.029094483703374866 -0.12924472987651822 -0.09846006333827971 -0.20670346170663831 0.019166823476552967 -0.38968080282211298 0.15706272423267367 -0.74705469608306874 -3.0922170877456661 0.68938201665878307 0.081602856516838088 -0.33379131555557245 0.037072572857141502
left_child=2 3 4 18 9 7 25 -5 -8 22 -11 20 -7 17 15 -4 -15 -13 23 -20 27 -22 -1 -2 29 -6 -26 -3 -17 -16
right_child=1 11 14 5 6 12 8 -9 -10 10 -12 13 -14 16 24 28 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.02114158919216386 0.0034119588891003863 0.0010774978101462244 -0.048472066065361481 -0.029842810238149001 -0.022117849509433938 -0.0042947819517940135 -0.013354155528799008 -0.012054034297771781 -0.032176585973427235 -0.065923068887088765 -0.042554350026182096 0.0047249322352311014 0.0028495515044855034 -0.031509344945713169 0.060774018701618686 -0.019962388189474788 -0.0040361089031350668 -0.0065926452742960367 0.0048610256944465564 -0.0016960704045124691 0.0082346316068794834 0.0048913733682354804 0.041901612702160779 -0.00090911009507911361 0.0057753481832070021 0.0017166719103948313 0.028363116430241486 -0.031075429093197566 0.00050218200172575625 0.020522427189303857
leaf_weight=137.99785473942757 11514.801878675818 2857.3761063218117 66.624791637063026 1733.0134929716587 91.824803277850151 30107.47710724175 1454.0441308766603 20028.590888544917 4179.8198759108782 1070.8344716876745 797.36611413955688 4635.4832104295492 2934.577652707696 171.15758782625198 28.891206100583076 107.79681564867496 2401.1361181735992 1006.6956851929426 1780.6339994966984 15587.652859598398 6951.2499681711197 29808.583416700363 17.559801608324051 4394.7063756287098 1229.4407315254211 842.49401514232159 91.549830466508865 42.175655886530876 555.76609343290329 79.078253820538521
leaf_count=565 46276 11445 290 7291 380 122759 6066 83058 18305 4805 3564 18996 11885 764 126 467 9775 4089 7175 63098 28258 121395 72 17803 5255 3473 400 169 2442 342
internal_value=-0.00303195 -0.00140914 -0.0235536 -0.00450237 -0.0304006 -0.00755581 -0.0235217 -0.0134707 -0.0273187 -0.0527266 -0.0559491 0.00428199 -0.00366027 2.20642e-05 0.00369293 -0.00698756 -0.00586415 0.00270561 0.000526198 -0.00102382 0.00516433 0.00552358 -0.0140251 0.00221834 0.00915057 -0.000625784 0.00734077 0.000609815 -0.00282232 0.0312932
internal_weight=146706 135955 10751.1 88081.5 8591.94 54803.7 6568.18 21761.6 5633.86 2023.76 1868.2 47873.9 33042.1 8214.47 2159.15 730.188 2572.29 5642.18 33277.8 17368.3 39659.4 36759.8 155.558 15909.5 1428.96 934.319 1320.99 2899.55 663.563 107.969
internal_count=600788 554236 46552 359345 37230 224993 28224 90349 24371 9006 8369 194891 134644 33624 9322 3199 10539 23085 134352 70273 161267 149653 637 64079 6123 3853 5655 11614 2909 468

Tree=103
num_cat=0
split_feature=18 7 7 47 6 1 6 7 29 33 28 7 28 16 37 5 23 7 35 17 17 23 49 28 33 7 17 4 1 17
split_gain=1140.86 841.176 598.95 370.65 168.932 103.856 126.292 74.1944 60.4081 38.2853 35.2363 34.9786 33.9775 33.6693 32.3868 30.468 28.7393 24.9583 20.7408 20.6955 18.739 14.525 11.5335 11.8579 17.449 11.0817 6.92101 6.41446 5.94073 4.52233
threshold=-0.021363901905715462 0.00059253652580082427 -0.032731924206018441 -0.57347567379474629 -0.0032315271673724051 -0.0037464592605829235 -0.0032315407879650588 -0.061049358919262879 -0.26105561852455134 0.095794580876827254 0.0044669276103377351 0.010825692676007749 0.053812745958566673 0.030648026615381244 0.52359047532081615 0.91490620374679577 -0.065855942666530595 -0.0021867412142455574 1.3762313127517702 -0.93323016166687001 -0.43697457015514368 0.00023276414867723363 0.98683872818946849 -0.0061759978998452416 -0.36171148717403406 -0.010495041497051714 -0.16054247319698331 -0.0059717521071434012 -0.0040377434343099585 0.5596643090248109
left_child=5 2 7 4 -4 22 18 19 -5 11 -9 15 13 -11 17 -3 -14 -8 21 -2 -13 -7 23 28 -25 -20 27 -24 -1 -28
right_child=1 9 3 8 -6 6 14 10 -10 12 -12 20 16 -15 -16 -17 -18 -19 25 -21 -22 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=-0.013226596716665907 -0.011926710777983808 0.0030767587892309061 -0.021642935240026712 -0.020977060574081049 -0.0092736533509738418 -0.054687649784387914 -0.035248958996408418 -0.0060671900379311028 -0.0057787663187406479 0.0083454361990167071 0.00042908953277788074 0.0069275891912275499 -0.028149067894603492 -0.00092742180855865655 0.076900532310563027 -0.0057993997427894803 -0.003828254086516355 -0.0082170852715082454 -0.074827174642301653 0.0013541515366304192 0.0041783905969603255 -0.0018065740790993432 0.021593586875634375 -0.03020765005036713 0.072374754119293269 -0.051923215330978705 -0.051433318853297272 0.10548637088822396 0.010187357831102846 0.030804195267005934
leaf_weight=92.508361846208572 428.7653863132 4807.1773706674576 11345.336663171649 973.60526585578918 6118.540882140398 922.7643768042326 680.58967031538486 10044.103699535131 28526.456653311849 2281.8117206990719 4289.5095299184322 14072.843022376299 188.44701552391052 3687.9695568084717 10.258396297693251 1959.732260659337 2435.4542539417744 150.07351566851139 329.47665622830391 28461.151439025998 24402.972076058388 19.085753351449966 7.8564908057451248 157.55118198692799 6.2044131606817237 98.867767095565796 4.7735051214694959 5.6339025497436541 67.459891706705093 4.8562816232442856
leaf_count=377 1893 19753 47645 4048 25962 4219 3018 40900 116982 9348 17531 57373 851 15133 42 8313 9931 640 1514 114663 99055 82 33 668 26 449 20 23 276 20
internal_value=-0.00285338 -0.00214794 -0.00569071 -0.0103816 -0.0173093 -0.0425724 -0.0473607 -0.000593935 -0.00628036 0.00378695 -0.0041231 0.00448429 0.000115697 0.00261692 -0.0290567 0.000506177 -0.00557496 -0.0303652 -0.0585943 0.00115705 0.00518393 -0.0536161 -0.0120472 -0.0149712 -0.026321 -0.0695406 0.0288936 0.0566292 -0.00335274 -0.00996111
internal_weight=146582 144024 90187.5 46963.9 17463.9 2557.96 2211.12 43223.5 29500.1 53836.4 14333.6 45242.7 8593.68 5969.78 840.922 6766.91 2623.9 830.663 1370.19 28889.9 38475.8 941.85 346.844 323.724 163.756 428.344 23.1202 13.4904 159.968 9.62979
internal_count=600788 589381 369624 194637 73607 11407 9964 174987 121030 219757 58431 184494 35263 24481 3700 28066 10782 3658 6264 116556 156428 4301 1443 1347 694 1963 96 56 653 40

Tree=104
num_cat=0
split_feature=48 7 7 18 8 48 7 34 0 1 6 0 33 28 8 33 19 55 8 33 8 28 20 31 21 55 27 46 6 25
split_gain=1116.88 514.697 468.183 305.308 303.991 300.204 133.847 130.146 104.549 62.6021 46.5125 42.2925 38.6789 29.566 28.2868 35.439 27.3817 21.6868 21.0073 20.109 19.8095 17.294 17.2214 16.7099 16.5847 16.2421 11.5874 9.14722 12.8011 8.11488
threshold=-1.4635246396064756 0.0037756116362288599 -0.0032519351225346322 -0.021078436635434624 -0.045028725638985627 -0.33299300819635386 -0.032731924206018441 1.3778149485588076 -0.0027861737180501218 -0.0037464592605829235 -0.003231550799682736 -0.03346742503345012 0.059463137760758407 0.050098339095711715 0.011339744087308647 -0.39895440638065333 -0.020294477231800553 1.2476784586906435 -0.10505306720733641 -0.38968080282211298 -0.12924472987651822 -0.09846006333827971 -0.030924671329557892 0.91861024498939525 2.0679448843002324 1.1584081649780276 -0.017882873304188248 -0.012757860589772461 -0.49882008135318751 2.0808279514312749
left_child=2 4 3 9 20 7 18 -6 -8 19 -11 -7 17 16 15 -4 -14 22 -5 -1 25 -22 -3 -17 -15 -2 -19 28 -16 -29
right_child=1 12 14 6 5 11 8 -9 -10 10 -12 -13 13 24 27 23 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.026670695021430012 0.0012769953340057284 0.010464251290664093 -0.044685888923707139 0.0085451279836817051 -0.011386376181218578 0.0053967294119572152 -0.011328803521489114 -0.034648771246854775 -0.03089836178696977 -0.06075305869690379 -0.040584128636712451 -0.0037206679219207368 0.0093166618353015124 -0.0030404105294136994 0.020483026577907345 -0.0068095015137134467 -7.491415333666511e-05 0.010056694591337914 -0.0089006446125956505 0.025698456842951013 0.0046860520527243193 -0.0015629702137707009 0.004583392174998294 0.012707584388287771 -0.015617954462196116 0.0070284000289988942 -0.00064123377550985995 0.012636657640167385 -0.001567853438008095 0.068136541412084237
leaf_weight=216.11794339120388 13880.146463498473 1889.6694511473179 74.047208592295647 330.64411011338234 20242.59033742547 1950.8343135416508 1319.5684811621904 904.5033978074789 3850.8056598007679 1022.490557551384 689.00659623742104 29960.114360868931 1535.5079753994942 2397.0984831601381 120.99459157884121 553.17374691367149 4106.3746253848076 402.4355057477951 999.93496382236481 30.068760499358177 1776.3298431485891 15559.551822051406 34906.107120618224 221.02147148549557 447.94133070111275 2025.6185699403286 3865.98515817523 743.52082224190235 437.36707296967506 9.6067323088645917
leaf_count=917 55898 7797 328 1343 84265 7880 5545 3912 17124 4777 3185 122290 6294 9708 503 2425 16805 1625 4212 127 7158 63002 141763 985 1970 8156 15713 3184 1856 41
internal_value=-0.00268498 -0.00122018 -0.0214256 -0.0277918 -0.00401863 -0.00683729 -0.0215364 -0.0123814 -0.0259039 -0.0485643 -0.0526335 -0.00316329 0.00365369 -3.3688e-05 0.00350772 -0.00503046 0.00248112 0.00441578 -0.00456543 -0.0202744 0.000480319 -0.000922661 0.00488541 -0.00123766 -0.0050207 0.00200944 0.000367389 0.00903004 0.00321048 0.0133446
internal_weight=146469 135851 10618.4 8458.64 86299.7 53058 6500.95 21147.1 5170.37 1957.68 1711.5 31910.9 49551.1 8486.92 2159.73 848.242 5641.88 41064.2 1330.58 246.187 33241.6 17335.9 36795.8 774.195 2845.04 15905.8 4268.42 1311.49 558.362 753.128
internal_count=600788 554236 46552 37230 352561 218347 28224 88177 22669 9006 7962 130170 201675 34777 9322 3738 23099 166898 5555 1044 134214 70160 149560 3410 11678 64054 17338 5584 2359 3225

Tree=105
num_cat=0
split_feature=48 7 7 7 18 48 7 6 6 34 7 6 7 9 33 7 16 29 33 6 49 16 11 47 55 33 18 16 16 9
split_gain=1006.8 476.992 413.886 332.218 285.297 259.003 124.554 110.6 97.4906 65.3381 40.6963 36.6096 34.8608 34.493 33.0091 29.2803 43.6964 22.9474 22.5078 20.7305 17.5712 17.3304 16.3334 14.7672 14.5091 14.072 13.1449 12.6091 18.1742 10.7415
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.020845691673457619 -0.33299300819635386 -0.042772365733981126 -0.0032315860735252495 -0.05644519999623298 1.3685106635093691 -0.073660593479871736 -0.02541163936257362 0.0066762119531631478 -0.070271071046590791 -0.17661672830581662 0.012592711020261051 0.0077972477301955232 -0.23616221547126767 -0.38896885514259333 -0.003231556853279471 -3.0922170877456661 0.009721347130835058 0.026686859317123893 -0.57347567379474629 1.1584081649780276 2.5304644107818608 -0.021169413812458512 0.037072572857141502 0.01241060020402074 -0.0087192403152585012
left_child=2 3 4 10 9 7 20 -5 -8 11 24 -1 18 -7 15 16 -3 -17 22 -11 -6 26 -4 -12 -2 -23 -16 28 -14 -29
right_child=1 14 12 5 6 13 8 -9 -10 19 23 -13 27 -15 21 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.01729113850069831 0.0006467961208133495 0.0076317672765213972 0.031432773418573 -0.0069105225219388113 -0.024446527166984033 0.0049028980468553965 -0.0098618325569435391 -0.017125072997780457 -0.028257776613765235 -0.071048811058841393 -0.0056978942840905751 -0.042797075900055326 -0.0055626161916144581 -0.0043888777873448415 0.053813330941021781 0.0092766520930928006 -0.0022338405416700282 0.0044043196758464754 -0.0031791162381529844 -0.044214959705707262 0.0031873241521097819 0.00090586347298679645 -0.039502071462703042 -0.0015771888451818663 0.0048339521855206465 -0.0050501641108377229 0.0052196046698029294 -0.0040864291405030119 0.02745965261908748 0.0087569032429260524
leaf_weight=235.84466125071049 21417.715334266424 2356.3952856659889 13.107166334986685 5822.7727435231209 91.913070186972618 1546.3155832290649 1415.39130204916 11073.037209168077 3880.359162569046 373.60615618526936 4134.2572162896395 1436.7061877995729 81.118600070476532 20581.109390169382 20.199157387018204 4016.417087495327 5145.3500192165375 26048.444047212601 542.44857144355774 143.4361584186554 838.84754592180252 13122.460742995143 107.76601588726044 12899.089543327689 3460.6203653663397 1602.4458560496569 2544.2817127853632 320.5043253749609 230.45304441452026 872.90058575570583
leaf_count=975 86347 9620 56 23889 382 6269 5961 46800 17404 1794 16914 6728 346 84096 83 16403 21382 105503 2387 675 3460 53559 478 52357 13938 6613 10402 1356 1002 3731
internal_value=-0.00248872 -0.00109945 -0.0203121 -0.00402708 -0.0263344 -0.00801091 -0.0197835 -0.0136049 -0.0233411 -0.0449632 -0.000317799 -0.0392005 0.00306306 -0.00373955 0.00321999 0.00421848 0.000865075 0.00505522 -0.00839637 -0.0636047 0.000458468 0.00105045 -0.0318101 -0.00257735 0.00122924 0.000257696 0.00560235 0.00811383 0.0188622 0.00530766
internal_weight=146375 135791 10584.4 80934.9 8416.1 39023.2 6226.51 16895.8 5295.75 2189.59 41911.7 1672.55 2168.3 22127.4 54856 37566.6 7501.75 30064.9 663.322 517.042 930.761 17289.4 120.873 17033.3 24878.3 14724.9 2564.48 1504.98 311.572 1193.4
internal_count=600910 554175 46735 330610 37379 161054 27207 70689 23365 10172 169556 7703 9356 90365 223565 152908 31002 121906 2921 2469 3842 70657 534 69271 100285 60172 10485 6435 1348 5087

Tree=106
num_cat=0
split_feature=48 18 48 47 18 28 6 50 6 28 9 9 35 23 52 6 6 28 17 4 17 28 16 48 18 51 31 25 3 14
split_gain=897.893 369.774 196.839 174.967 112.009 100.415 249.397 83.3687 73.3194 82.0118 64.6654 61.9245 57.9458 49.1924 37.3752 35.0647 34.0542 29.8539 73.8516 29.5458 24.0684 23.9047 23.8615 22.324 15.8586 15.7591 15.1902 15.1236 14.8305 12.6889
threshold=-1.4635246396064756 -0.020845691673457619 1.0000000180025095e-35 -0.57347567379474629 -0.020587034523487088 -0.0056260058190673581 -0.0032315332209691401 -0.1013781502842903 -0.0032315385760739441 -0.0043148747645318499 -0.050974585115909569 0.01594503223896027 0.93073874711990368 -0.0004490460996748879 0.71395793557167064 -0.0032315860735252495 -0.0032315307762473817 -0.064750533550977693 -0.93323016166687001 -0.0049367381725460282 -0.87360209226608265 -0.002235006657429039 0.019996242597699169 0.42069473117589956 -0.017260404303669926 -0.32775485515594477 -0.36112003028392786 1.7878246903419497 -0.0064819867257028809 0.47798374295234686
left_child=1 8 3 4 16 22 13 -6 9 25 29 -12 -8 -7 17 -11 -2 20 -19 -10 -4 -21 28 26 -24 -1 -16 -25 -3 -5
right_child=2 5 14 10 7 6 12 -9 19 15 11 -13 -14 -15 23 -17 -18 18 -20 21 -22 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.021154241188172933 -0.030698993927025586 -0.0022361861097885643 0.018543525039882994 0.003093650092239214 -0.011632135957031524 -0.034096432376477609 -0.011776672741489885 -0.002938449271553754 -0.027977239551617107 -0.067640521008117391 -0.0043799375435427798 0.00085886481422686267 0.0056343118691009938 0.011778785432454192 0.0042896095577089786 -0.046513305546951218 -0.013487252340748119 -0.018354741442398469 -0.00055866301766291143 -0.013405772625963224 0.0021857521936198693 0.050157762706225351 0.025032516446619083 0.0038832993227171015 0.0024411848804252799 0.022429268486440522 -0.0013436697332079174 -0.0035909821735920816 -0.014856287572496456 0.036433756857422429
leaf_weight=224.58229054510593 959.8135040551424 1052.4622698128223 335.29823863506317 8262.6386437416077 7487.6578240245581 2272.3227179646492 2684.8677226901054 8454.935868024826 518.38820911943913 380.9702827334404 24037.274350166321 12268.502721697092 925.30014623701572 87.384077966213226 2300.1962485462427 1097.5529783964157 727.49967639148235 863.52175615727901 30161.381694987416 61.660830944776535 9457.9908894747496 32.539773225784302 143.99874970316887 22497.17456279695 501.23507982492447 34.447977125644684 6870.0939930230379 1018.7165439575911 491.89820450544357 41.300773814320564
leaf_count=931 4108 4354 1496 33376 31331 10211 11912 35071 2414 1880 99089 49807 4039 373 9339 5250 3105 3786 121996 278 38020 150 606 91334 2123 144 28021 4129 2070 167
internal_value=-0.00234216 -0.0192379 -0.00103405 -0.00351701 -0.00857742 -0.0131978 -0.0172289 -0.00702156 -0.0402085 -0.0465011 -0.00151712 -0.00260963 -0.00731417 -0.0323976 0.00106839 -0.0519571 -0.023278 -0.000142322 -0.00105398 -0.0223601 0.0027458 0.00855102 -0.00220727 0.00258032 0.00748296 -0.0153581 6.93333e-05 0.00355951 -0.00625585 0.00325947
internal_weight=146254 10509.6 135744 62239.6 17629.9 8159.47 5969.87 15942.6 2350.14 1737.55 44609.7 36305.8 3610.17 2359.71 73504.4 1478.52 1687.31 40818.2 31024.9 612.589 9793.29 94.2006 2189.59 32686.2 645.234 259.03 9170.29 23515.9 1544.36 8303.94
internal_count=600910 46735 554175 256054 73615 35688 26535 66402 11047 8205 182439 148896 15951 10584 298121 7130 7213 165298 125782 2842 39516 428 9153 132823 2729 1075 37360 95463 6424 33543

Tree=107
num_cat=0
split_feature=48 7 7 7 18 48 6 7 14 28 34 7 51 9 33 7 16 28 7 29 28 16 23 6 16 11 33 55 9 26
split_gain=800.569 405.85 346.069 280.745 239.965 215.906 97.3758 96.2513 92.2976 61.8883 46.2485 34.1445 29.8718 29.8448 28.6813 23.8907 38.9569 23.0262 21.2293 20.7302 19.3915 16.7 15.5249 41.0215 14.9911 13.4687 12.6357 11.5528 7.93182 8.7949
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.019988019950687882 -0.33299300819635386 -0.0032315860735252495 -0.046120736747980111 -0.0091016283258795721 -0.0043495516292750827 1.2845376133918764 -0.071218971163034425 -0.33718746900558466 -0.070271071046590791 -0.17661672830581662 0.012592711020261051 0.011731403414160015 -0.0043906474020332089 0.0066762119531631478 -0.23616221547126767 0.0044669276103377351 0.037072572857141502 -0.065855942666530595 0.3358310610055924 0.019996242597699169 -1.2489567995071409 -0.39956896007060999 1.1584081649780276 0.0011920230463147166 -0.59074535965919484
left_child=2 3 4 11 8 6 -5 25 17 -9 -10 27 28 -7 15 16 -3 -1 26 -17 -13 -20 23 -16 -24 -6 -14 -2 -4 -30
right_child=1 14 12 5 7 13 -8 9 10 -11 -12 20 18 -15 22 19 -18 -19 21 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0052250912973079806 0.00059653936794954159 0.0064232906978533054 -0.054588935193271786 -0.0061826726462065676 0.023801530276702919 0.0045909612603361929 -0.015782190008195324 -0.0084410389713635917 -0.039266624337518555 -0.024004514947471987 -0.059610869076123604 -0.0037760233208243552 -0.041375794970296878 -0.0040510605214439067 -0.00088046465366614787 0.0087064769700498142 -0.0024817714391527821 -0.027470393964601849 0.020934801552568993 0.0040775772985268237 0.00067667099218600749 0.0050057968429634706 0.0048334403218228718 -0.034476977803434533 0.00045155065112035116 -0.00017591111624629824 -0.0030248892210309039 0.0042903498971150764 0.045456769876551333 -0.043227627112466464
leaf_weight=242.70663663744926 21896.224352777004 2857.0356603562832 39.683106496930122 5811.8381222486496 95.717910781502724 1546.8042958527803 11011.995928168297 1261.1437453627586 1470.01666238904 3398.4559447020292 553.82302404940128 11361.82691141963 32.645891755819321 20565.07042260468 777.98864622414112 4020.3213637322187 4641.937491774559 540.69280669093132 295.60718837380409 26059.072617813945 5102.1933433413506 1193.9023365229368 3605.8735352605581 157.28683198988438 12745.668025404215 709.34873968362808 587.69082245230675 3541.127902418375 7.0757465511560467 9.3390137106180173
leaf_count=1004 88288 11680 175 23889 390 6269 46800 5341 6931 15468 2758 46190 150 84096 3203 16403 19322 2558 1273 105503 20816 5085 14676 743 52035 2929 2600 14262 32 41
internal_value=-0.00220406 -0.000972439 -0.0182164 -0.00367567 -0.0238068 -0.00734378 -0.012466 -0.0164823 -0.038065 -0.0197922 -0.0448338 -0.000267184 0.00313403 -0.00344652 0.00301044 0.00394089 0.00091097 -0.0205785 0.004283 0.00469626 -0.00239614 0.00816706 0.000987823 -0.00653045 0.00141785 0.00267487 -0.00504315 0.00111075 -0.0400786 -0.00499933
internal_weight=146140 135702 10437.8 80837.1 8271.91 38935.7 16823.8 5464.67 2807.24 4659.6 2023.84 41901.4 2165.94 22111.9 54865.2 37578.4 7498.97 783.399 2109.85 30079.4 16464 1489.51 17286.8 935.275 16351.5 805.067 620.337 25437.4 56.0979 16.4148
internal_count=600910 554175 46735 330610 37379 161054 70689 24128 13251 20809 9689 169556 9356 90365 223565 152908 31002 3562 9108 121906 67006 6358 70657 3946 66711 3319 2750 102550 248 73

Tree=108
num_cat=0
split_feature=18 7 7 47 23 0 34 7 28 7 5 34 5 51 21 17 9 28 0 55 28 49 13 46 45 17 14 17 17 17
split_gain=688.416 525.83 413.559 266.053 147.816 58.0379 51.9293 41.4071 33.3079 30.0487 37.1937 25.9898 25.9692 24.1826 23.9396 20.1982 18.6515 17.71 15.3651 14.5979 14.5676 8.46888 7.40667 7.40036 7.20027 12.1574 6.46086 5.51638 5.16893 4.71452
threshold=-0.021510399878025051 -0.0021867412142455574 -0.032731924206018441 -0.57347567379474629 -0.0014371092547662554 -0.058957213535904877 1.3778149485588076 -0.061049358919262879 -0.0051150717772543422 0.0099725075997412222 1.0606365799903872 1.3853799700737002 -1.2766427993774412 0.045366639271378524 -0.15879762172698972 -0.39024449884891504 0.012639783788472416 0.016653128899633888 -0.0010722504230216143 1.1584081649780276 0.663804590702057 1.3267600536346438 -0.0023465743288397785 -0.0036227123346179719 -0.00056413860875181843 0.11954943835735322 0.0037858980940654878 0.30393651127815252 1.003887474536896 1.2235359549522402
left_child=6 2 7 4 -4 -5 8 19 24 10 16 26 -9 15 17 -11 -3 -10 -12 -2 -15 -16 27 -24 28 -26 -8 -13 -1 -28
right_child=1 9 3 5 -6 -7 11 12 14 13 18 22 -14 20 21 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0057090824979686965 0.00041102163707618875 -2.702718774465577e-05 -0.018086506523897709 0.011293016835755431 -0.0053031390282452778 -0.0054726090866418229 -0.065371795209471076 -0.007867818224430086 -0.03772619946714019 0.0060824536684438296 -0.012928188500778454 -0.043236316660063313 -0.0016539537418326377 0.0016570035934072547 0.0036550939766181617 0.0031410669880603441 0.0063227958040252396 0.04193478350913539 -0.0026423922661389116 0.0043072691165589065 -0.0079902136243235264 -0.049984493796250529 0.055135281894140735 -0.018568663938136085 -0.0032364824720947957 0.064124977746378389 -0.051742256847955997 0.0043540047924922349 -0.055228774369284216 -0.0032592560693503244
leaf_weight=51.992396607995033 24849.049334987998 5796.1211231797934 12061.244867429137 764.49793213605881 4460.6761741638184 26829.892671138048 308.30355444550514 3084.58434638381 1178.141508102417 14062.705493152142 924.77834196388721 52.390078008174896 11258.840139731765 11008.609783306718 72.907517924904823 20888.116878449917 2336.6495919078588 10.133237496018408 1202.9026273190975 4022.1179856061935 593.89055654406548 12.398360460996626 7.168583586812022 15.526389941573141 29.215687662363052 14.399209976196287 97.259536772966385 10.530917197465895 8.8851425349712354 7.799413949251174
leaf_count=214 100272 23950 51700 3096 19245 110695 1570 12684 5762 57254 3957 250 45926 44886 344 84699 9571 43 5133 16208 2460 58 31 67 122 60 524 50 37 42
internal_value=-0.00207423 -0.00160411 -0.00452704 -0.00861354 -0.0146352 -0.00500812 -0.0381761 -0.000355267 -0.0321709 0.00288884 -5.03627e-05 -0.054761 -0.00299026 0.00353665 -0.0348428 0.00432455 0.00179736 -0.0370469 -0.00711303 0.000953818 0.0011632 -0.00414089 -0.0246726 0.00471195 0.000394751 0.0190025 -0.060993 -0.0352713 -0.0129365 -0.048143
internal_weight=146022 144145 87330.9 44116.3 16521.9 27594.4 1877.05 43214.6 1378.07 56813.8 10260.5 498.978 14343.4 46553.3 1273.58 34950.8 8132.77 1188.27 2127.68 28871.2 11602.5 85.3059 85.616 22.695 104.492 43.6149 413.363 62.921 60.8775 105.059
internal_count=600910 591736 359826 184736 70945 113791 9174 175090 6640 231910 42611 2534 58610 189299 6207 141953 33521 5805 9090 116480 47346 402 398 98 433 182 2136 300 251 566

Tree=109
num_cat=0
split_feature=48 7 48 7 7 1 29 6 0 7 48 33 55 29 9 22 3 7 16 3 6 6 9 24 7 17 3 27 48 46
split_gain=668.66 386.285 253.938 186.653 186.15 151.904 111.522 94.9236 65.4434 61.8994 61.0525 27.7248 22.606 18.0613 17.1983 16.9186 21.9799 14.969 14.7245 14.5361 16.7128 14.1501 13.5521 12.6312 12.0225 11.8465 11.2676 10.3167 10.2584 7.64403
threshold=-1.8403685092926023 0.0059639648534357556 -0.70983687043189991 -0.0390078667551279 -0.0052213948220014563 -0.0037464592605829235 -0.25985281169414515 -0.0032315432326868172 -0.003275136230513453 -0.064894221723079668 1.0000000180025095e-35 1.0000000180025095e-35 1.2007735371589663 -0.22277338802814481 0.0015320101520046594 -0.077768988907337175 -0.0071383414324372998 -0.055896790698170655 0.30268117785453802 0.028337569907307628 0.32716099917888647 1.7347675561904909 -0.0052389253396540872 0.74740532040596019 0.33418984711170202 1.7535011172294619 -0.0080701890401542169 -0.0077745774760842315 -0.70983687043189991 -0.042189540341496461
left_child=4 2 3 17 5 15 -5 8 -7 21 -11 12 13 -3 26 16 -1 -2 -9 20 -13 -4 -17 25 -25 -16 29 -14 -21 -6
right_child=1 11 9 6 14 7 -8 18 -10 10 -12 19 27 -15 23 22 -18 -19 -20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0068044060458238645 0.002691121190900995 0.0070227586998879996 0.0003725495204660083 -0.027419180140724222 -0.025029533635456739 -0.014665717092799076 -0.010862170563350997 -0.023369585245144771 -0.049420181928395937 -0.0054930630732071125 -0.0011359619125867399 0.0031097958148424134 0.0053207834351074656 0.0036411011988117105 0.020069359012604447 -0.010330360585761634 -0.024688733936844259 -0.0046660218302668286 0.08531190393906074 0.008993316972389068 -0.0030348978915974976 0.0075159338059282606 0.016565370665863482 0.0013883437449195822 -0.058149319017774696 -0.037520830675569987 -0.010209045916774403 -0.0017442677771965789 -0.006426509199772508 0.037250920682424762
leaf_weight=547.26079908013344 3662.2134262919426 7128.9595032334328 23249.906856060028 1637.4990860819817 9.1883538663387281 223.60958480834961 13865.385871082544 1173.7611925601959 1527.199099957943 20655.727839961648 26341.780649095774 5403.3749135583639 947.2927763313055 28087.270229712129 268.71741050481796 147.1313311457634 451.48611365258694 1367.2786330580711 4.5049998462200156 173.02303805947304 2259.9869531840086 1043.0667156428099 124.52574394643307 173.95088243484497 13.131662830710409 13.50491254031658 402.83662994205952 3468.3405931293964 1517.8516873717308 31.132246881723404
leaf_count=2389 14869 29069 93673 7190 40 967 59581 5619 7669 85149 107433 22064 3824 113900 1175 615 2026 5676 21 719 9368 4239 522 777 53 58 1815 14091 6183 136
internal_value=-0.00195169 -0.00117781 -0.00347317 -0.00935261 -0.0232683 -0.0286053 -0.012611 -0.0361206 -0.0449814 -0.00177983 -0.00305094 0.00312477 0.00381825 0.00432566 0.00129466 -0.0112779 -0.0148891 0.000691065 -0.0229541 0.000186667 0.00129768 0.000679265 0.00199846 0.00929924 -0.00279071 0.0173136 -0.00718222 -0.000228591 -0.00484864 0.0230583
internal_weight=145921 140809 91822.9 20532.4 5111.94 4199.48 15502.9 2929.07 1750.81 71290.5 46997.5 48986.1 39631.9 35216.2 912.462 1270.4 998.747 5029.49 1178.27 9354.24 7663.36 24293 271.657 469.305 187.083 282.222 443.157 4415.63 1690.87 40.3206
internal_count=600910 577028 377810 87316 23882 19828 66771 14276 8636 290494 192582 199218 160884 142969 4054 5552 4415 20545 5640 38334 31432 97912 1137 2063 830 1233 1991 17915 6902 176

Tree=110
num_cat=0
split_feature=48 12 7 7 7 48 7 34 1 13 1 11 7 25 55 23 18 26 46 7 27 12 19 34 4 16 8 18 16 12
split_gain=617.537 281.813 276.583 208.054 182.218 170.19 91.091 84.9293 72.5779 70.9642 29.3949 28.5617 27.7975 25.942 24.7995 19.8132 18.5864 15.6552 15.5018 14.4272 14.3309 14.2457 13.1207 12.781 12.6453 11.1121 19.1674 10.5081 9.68975 7.2674
threshold=-1.4635246396064756 -0.2887094765901565 -0.0016673511709086595 -0.032731924206018441 1.0000000180025095e-35 -0.33299300819635386 -0.046120736747980111 1.3778149485588076 -0.0037464592605829235 -0.0039383406983688465 -0.0041835955344140521 -0.82146000862121571 -0.071218971163034425 -1.0366232395172117 0.906316637992859 -0.027622920460999009 0.15575260668992999 -1.0036266446113584 0.073190037161111846 0.0082902335561811941 -8.7095701019279645e-05 -0.29474903643131251 -0.022229322232306 -0.89076015353202809 -0.019624133594334122 0.037072572857141502 0.053233079612255103 -0.019417313858866688 0.41388021409511572 1.3744235634803774
left_child=1 9 3 12 6 7 17 -5 -8 11 -7 23 21 -11 15 28 -14 -3 22 -17 -15 -2 -16 -1 -20 26 -6 -13 -4 -27
right_child=2 4 14 5 25 10 8 -9 -10 13 -12 27 16 20 18 19 -18 -19 24 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.017870001350168929 -0.062582790389413598 -0.012799047802952591 -0.00045232243914490882 -0.0097447075641245821 0.019164420173186612 -0.00028998005861439785 -0.0093613969980600124 -0.0298621949815835 -0.02367164725695459 -0.058058074019366551 -0.0046663738325555433 -0.029270980862565018 -0.0021882227517070426 -0.045120414670915265 0.0071132554469244321 0.0007568097245947761 0.019366054390642415 0.0064885890305866273 0.071241723442516586 0.0039287127408235475 -0.027447686808231921 0.0012000410490195749 -0.00019245272367621617 0.0083336463186013069 -0.012295444561673516 0.0020965546320173929 -0.018583411852100992 -0.067664880320219972 -0.01056557621359276 0.028763807262748867
leaf_weight=159.09623634815216 12.612281531095503 196.06487263739109 1627.4808938801289 16153.239820063114 354.13179986178875 9978.4418019354343 1930.4851221293211 792.52669841051102 3762.7483043819666 419.95368812978268 12380.009109646082 379.46360301971436 16277.316681861877 517.22447000443935 971.89439313113689 6057.3065468817949 145.30815133452415 666.46334885060787 6.6232559382915488 34939.525922864676 242.6913258433342 25451.954845950007 9896.2383086979389 115.77366542816162 432.65533004701138 1392.8968305140734 56.097496062517166 27.524125128984451 431.48604165017605 37.787648156285286
leaf_count=707 51 823 6710 68183 1543 40599 8478 3526 17910 2129 50933 1692 66309 2560 4009 25061 589 2748 27 141749 1207 102596 40295 491 1764 5984 227 123 1742 158
internal_value=-0.00187141 -0.0160653 -0.000797253 -0.00301496 -0.0113826 -0.00615045 -0.0160664 -0.0106856 -0.0188193 -0.037185 -0.00271322 -0.0217757 -7.28211e-05 -0.0460902 0.00251489 0.00317162 -0.00199751 0.00210424 1.42329e-05 0.00346006 -0.0394763 0.00116845 0.000460868 -0.00683317 -0.0110359 0.00529707 0.0140025 -0.0318675 -0.0025717 0.0028009
internal_weight=145813 10258.4 135555 81191.4 8396.68 39304.2 6555.76 16945.8 5693.23 1861.73 22358.5 681.858 41887.2 1179.87 54363.2 43055.8 16422.6 862.528 11307.4 40996.8 759.916 25464.6 10868.1 274.87 439.279 1840.91 410.229 406.988 2058.97 1430.68
internal_count=600923 46780 554143 332786 37871 163241 29959 71709 26388 8909 91532 3013 169545 5896 221357 175262 66898 3571 46095 166810 3767 102647 44304 1198 1791 7912 1770 1815 8452 6142

Tree=111
num_cat=0
split_feature=48 12 7 7 7 48 7 6 6 6 1 0 20 7 7 17 21 12 14 47 23 21 51 26 23 9 33 28 3 9
split_gain=550.224 257.256 244.976 187.879 157.625 153.446 95.3908 90.2301 74.1761 60.9857 57.7707 29.1676 25.2374 24.8237 23.3312 21.9317 24.3197 19.4047 18.6781 18.1388 15.2044 13.8099 13.1863 12.9836 12.4315 12.4154 11.956 12.3171 11.7543 9.66996
threshold=-1.4635246396064756 -0.28389580547809595 -0.0021867412142455574 -0.032731924206018441 -0.0094247907400131208 -0.33299300819635386 -0.042772365733981126 -0.0032315860735252495 -0.13603358715772626 -0.0032315432326868172 -0.0040377434343099585 -0.042959121987223618 0.018170196563005451 -0.057578392326831811 0.0066762119531631478 -0.44068811833858484 -0.051718803122639649 -0.27941538393497461 -0.0055215824395418158 -1.2433525025844572 -0.003900813870131969 1.4956800341606142 -0.30250646173954004 0.7944268286228181 -0.0017051076865755019 0.010371494106948377 0.095794580876827254 0.0082381623797118681 -0.0067802621051669112 -0.0076709394343197337
left_child=1 8 3 13 6 7 22 -5 24 18 -8 -7 15 21 20 16 -4 -16 -10 -15 -6 -2 -3 -11 28 -17 27 -14 -1 -26
right_child=2 4 12 5 14 11 10 -9 9 23 -12 -13 26 19 17 25 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00016043478397775084 0.0010885419859126546 0.021586330220271354 0.0051369552307266855 -0.0041462596385093975 0.0079630527568626021 0.0077276784334157729 -0.010400699907981996 -0.013407961022554128 -0.037997914576144973 -0.020746821764486157 -0.02492293257163776 -0.0030383231381168061 -0.0017519760917756883 -0.010173550415382822 0.062492074222769561 0.00065963598611106455 -0.0026910040538730738 0.005660221488244104 -0.055466851826551852 -0.0016434279431866647 -0.0081023710426542054 -0.0074128226562426881 -0.0014791116111925367 -0.037828934404785464 -0.028148077296803152 0.0030505792633137062 -0.0051470318872704479 0.0057813381338831481 -0.023968830742912187 0.021920441446533399
leaf_weight=108.06656712293625 28673.293534100056 99.712314143776894 16351.784300982952 5794.8625483512878 270.5551191419363 946.60160687565804 1487.4859017580748 10927.95253393054 340.03394919633865 490.54732775688171 2925.9620621055365 21084.126427561045 2495.5278321951628 973.14771561324596 21.95494756102562 16100.990240842104 1565.5662571042776 1454.5178887844086 625.99112011492252 11533.79945603013 981.1314602047205 704.79071900248528 848.59994496405125 237.84958386421204 18.00490665435791 15199.023534402251 2024.7504778057337 1137.4758122563362 221.94985663890839 60.712043717503548
leaf_count=455 115485 421 66694 23953 1182 3829 6554 46986 1671 2356 14097 86395 10133 4029 96 65474 6670 6182 3241 47017 4562 3014 3518 1166 75 61610 8260 4594 951 253
internal_value=-0.001761 -0.0152047 -0.000749792 -0.00285424 -0.0103446 -0.00586511 -0.0163187 -0.0101986 -0.0338994 -0.0394336 -0.0200284 -0.00257574 0.00234268 -6.8467e-05 0.00139649 0.00277894 0.00445297 0.0065053 -0.0493179 -0.00230714 -0.00462979 0.000884591 0.000946153 -0.0263248 -0.010957 0.00182066 -0.00145242 0.000606668 -0.0160675 0.0104683
internal_weight=145707 10193.1 135514 80638.6 8089.92 38753.5 5361.76 16722.8 2103.16 1694.42 4413.45 22030.7 54875.1 41885 2728.16 49217.4 17917.4 1476.47 966.025 12506.9 1251.69 29378.1 948.312 728.397 408.733 31300 5657.75 3633 330.016 78.717
internal_count=600923 46780 554143 330708 36612 161163 24590 70939 10168 8434 20651 90224 223435 169545 12022 200448 73364 6278 4912 51046 5744 118499 3939 3522 1734 127084 22987 14727 1406 328

Tree=112
num_cat=0
split_feature=18 7 48 7 8 8 9 0 13 6 28 20 8 17 21 44 17 16 7 34 21 9 8 7 35 55 47 9 18 24
split_gain=491.223 293.005 314.433 145.957 129.927 90.1834 96.4536 80.7819 79.6118 65.9152 29.0579 22.9991 22.1331 21.5226 24.4688 16.2053 15.4527 14.697 14.9288 14.6215 13.3674 11.7286 10.8243 10.6445 10.302 9.34092 8.96911 8.42092 8.02555 4.87957
threshold=-0.021169413812458512 -0.0021867412142455574 -1.0866807401180265 -0.054336030036211007 -0.0069687394425272933 -0.036356605589389794 -0.03196220472455024 -0.0033910836791619654 -0.0039383406983688465 -0.0032315407879650588 0.0029482590034604077 0.018170196563005451 -0.03483146242797374 -0.44068811833858484 -0.051718803122639649 1.0000000180025095e-35 -0.93323016166687001 -0.0082819834351539594 0.45839995145797735 1.3608022928237917 -0.17961318790912625 0.010371494106948377 -0.033271953463554375 -0.024251784197986122 0.23892677575349811 -0.31547205150127405 0.76627792418003093 0.09393887966871263 -0.02126310300081968 0.10144596546888353
left_child=4 2 3 15 8 16 -7 -5 20 19 17 13 -11 14 -3 -2 -4 -6 -19 -10 23 -15 26 -1 -24 -22 -13 28 -12 -29
right_child=1 11 5 7 10 6 -8 -9 9 12 27 22 -14 21 -16 -17 -18 18 -20 -21 25 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0016405117502452128 0.0028200273382351045 0.0049470687995312223 -0.010159723335734479 -0.0063484153218411584 0.05411636056682579 0.0013307734468658893 -0.0056639401234550146 -0.018254781806788804 -0.041023093316234265 -0.0024895899144848428 0.032316865731945019 0.021320064260928074 -0.028405078976354654 0.00059715459772162959 -0.0028182238568702335 0.053302271821597649 0.00044314202703174945 -0.011363461020623772 0.075689178726139492 -0.055286552673841652 -0.022441102801608496 0.002890004667263823 0.0020058539841877861 -0.01997605031561624 -0.0035799903336136206 0.029987751662683096 -0.003797976739682983 -0.076513421699443696 0.0043417906052950952 0.0077210506115153177
leaf_weight=156.05163830518723 1783.4012788683176 16892.234729140997 501.84115080535412 2818.6156304329634 13.0843508541584 9481.0779403597116 28225.241239115596 7536.9911211878061 708.73198351264 142.35097979009151 106.73537912964821 134.88119262456894 712.22371792793274 16598.398354753852 1599.118135407567 23.18963260948658 35443.736809805036 542.69405058026314 7.185842052102088 407.4859374910593 17.209783211350441 15561.014766409993 1718.0677683055401 422.81582330167294 3857.1951197981834 42.30811981856823 82.468496754765511 4.9450930505990964 56.4388547539711 4.9578771442174911
leaf_count=656 7278 69025 2223 11928 53 38536 117162 34377 3787 634 453 543 3387 67658 6815 94 143091 2396 29 2270 71 63114 6986 1864 15707 176 332 20 238 20
internal_value=-0.00165711 -0.0011227 -0.0033311 -0.0122687 -0.0243835 -0.00185523 -0.00390515 -0.0150141 -0.030664 -0.0366289 -0.00212026 0.00223487 -0.0240882 0.00264445 0.00427553 0.00346802 0.000295114 -0.00873042 -0.0102259 -0.0462301 -0.0122491 0.0017066 -0.00134655 -0.0150331 -0.00185866 0.0148278 0.0117896 0.0193804 0.0226408 -0.0343418
internal_weight=145603 142257 85814.1 12162.2 3345.22 73651.9 37706.3 10355.6 2609.18 1970.79 736.041 56443.4 854.575 50650.8 18491.4 1806.59 35945.6 562.964 549.88 1116.22 638.385 32159.4 5792.61 578.867 5575.26 59.5179 217.35 173.077 163.174 9.90297
internal_count=600923 584869 354689 53677 16054 301012 155698 46305 12845 10078 3209 230180 4021 206612 75840 7372 145314 2478 2425 6057 2767 130772 23568 2520 22693 247 875 731 691 40

Tree=113
num_cat=0
split_feature=18 8 8 47 8 12 13 6 23 16 7 20 12 28 20 34 29 7 0 7 21 5 22 20 5 35 13 27 21 9
split_gain=439.947 259.169 256.162 161.579 118.897 105.553 72.4269 67.3534 48.4401 29.7461 38.8017 24.8525 21.1014 20.0856 17.7925 16.8533 15.9069 14.0699 12.8098 11.8989 11.3832 11.3359 10.4484 10.3585 9.75752 9.26364 8.10883 8.08065 7.34494 5.00441
threshold=-0.021169413812458512 -0.0017410112195648251 -0.030076922848820683 -0.57347567379474629 -0.0038057328201830383 -0.29080538451671595 -0.0039383406983688465 -0.0032315407879650588 -0.0014371092547662554 -0.010259761475026606 -0.087165005505084978 -0.031093611381947991 -0.3001315295696258 0.0029482590034604077 0.018170196563005451 1.3608022928237917 -0.26105561852455134 0.010825692676007749 -0.0034480395261198278 0.45839995145797735 -0.18823911249637601 -0.69670143723487843 -0.52719932794570912 -0.033157110214233391 -1.539800703525543 -1.1766476631164549 -0.021760211326181885 -0.00025682221166789526 -0.19204169511795041 -0.017778242938220497
left_child=4 2 9 5 6 -4 18 15 -5 10 -2 16 -9 19 17 -8 23 -13 26 21 -18 -6 -20 -3 -16 -11 -1 29 -29 -15
right_child=1 11 3 8 13 -7 7 12 -10 25 -12 14 -14 27 24 -17 20 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0071466189200647696 0.0012600394071557175 -0.070995978371114279 -0.030030708042148128 -0.0057767751486092764 0.063339515083401479 -0.010105684840286629 -0.038353308341780121 -0.037299723792209867 -0.00046270708429885471 -0.014324456687322783 -0.002456268427787232 0.0003117837757127308 -0.016403649057809729 -0.036064436944170886 0.028265927006187838 -0.053533035085173285 0.014971937180882812 0.0027717310987667543 -0.016809356387951828 0.071035271539324457 0.005729510000540573 -0.0080975494968599532 0.0025747577644383958 0.0011026399979996069 -0.0015404193830070791 0.0049758039270914331 0.081056779060669201 0.014090560036175221 0.045804951596435571 0.0097768814190783843
leaf_weight=16.476836740970615 21121.653917044401 7.2423732578754416 1026.0855929255486 15461.103054612875 8.150114104151724 14244.692947387695 719.62129294872284 236.16875916719437 10281.84550447762 91.356192320585251 19407.492221087217 10829.466518864036 660.61692841351032 10.953658208250998 39.816783770918846 415.23864425718784 1025.6115317195654 36860.828358799219 533.12403509020805 7.1967714279890052 901.31820091605186 424.92806021869183 123.24882034957409 757.09607246518135 5665.1293341517448 4473.2214003056288 7.908858895301818 55.853205770254135 49.666441410779953 39.448794439435005
leaf_count=67 85107 30 4674 63693 33 61757 3914 1129 42950 372 79487 44743 3119 45 160 2375 4233 149625 2346 29 3712 1843 513 3145 23052 18129 33 237 207 164
internal_value=-0.0015593 -0.00105604 -0.00312338 -0.00655486 -0.0231882 -0.0114445 -0.0285207 -0.0341961 -0.00365431 -2.36506e-06 -0.000519525 0.00211787 -0.0219066 0.00107212 0.00183431 -0.0439075 0.00774361 0.00221313 -0.0115831 -0.00548164 0.0106488 -0.00675317 -0.0131696 0.00041948 -0.00133239 0.00458953 0.0311174 0.0195779 0.029018 -0.000185533
internal_weight=145503 142194 86107.5 41013.7 3308.6 15270.8 2712.4 2031.65 25742.9 45093.7 40529.1 56086.5 896.786 596.197 53395.2 1134.86 2691.27 47690.3 680.759 440.275 1926.93 433.078 656.373 764.338 5704.95 4564.58 24.3857 155.922 105.52 50.4025
internal_count=600923 584869 356169 173074 16054 66431 13496 10537 106643 183095 164594 228700 4248 2558 217580 6289 11120 194368 2959 1905 7945 1876 2859 3175 23212 18501 100 653 444 209

Tree=114
num_cat=0
split_feature=48 7 48 12 12 7 6 28 28 23 6 6 7 13 33 28 13 12 34 12 23 15 34 51 24 14 26 17 1 17
split_gain=404.888 214.33 177.64 131.612 127.1 89.6718 76.1132 60.7226 44.4185 94.8829 41.1679 54.1998 40.5267 38.2558 24.4347 19.4343 19.0193 23.3852 18.6706 17.1514 16.3713 14.7574 13.5634 12.6717 12.4975 12.2477 10.9155 9.3587 9.72091 8.82488
threshold=-1.8403685092926023 0.0082902335561811941 -0.70983687043189991 -0.27447815239429468 -0.28972052037715906 -0.054336030036211007 -0.0032315243734046812 -0.0054838648065924636 -0.033404938876628869 -0.0014371092547662554 -0.24485242366790769 -0.003231550799682736 -0.010846059303730725 -0.005369683261960744 0.059463137760758407 -0.20670346170663831 0.0053885031957179317 0.28078284859657293 1.3853799700737002 -0.23400100320577619 -0.0018377197557128964 -0.0084411194548010809 1.315780818462372 -0.24569126218557355 -1.3278694152832029 0.052467528730630882 -0.75687462091445912 -0.41648951172828669 0.033831384032964713 2.5182930231094365
left_child=3 2 4 10 13 -6 7 22 23 -10 20 21 -9 -2 15 24 17 -16 -13 -17 26 -12 -5 -4 -3 -18 -1 28 -8 -22
right_child=1 14 8 6 5 -7 27 12 9 -11 11 18 -14 -15 16 19 25 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032556144571124192 -0.012578406406016722 -0.02786551250079685 -0.00063039919528054718 -0.0035960678800286451 0.0022791341331090012 -0.0080872060158919002 -0.0020576873226385729 -0.028701651412057969 -0.0042915461350808773 0.00054385293848733488 -0.029182140029288876 -0.026039710124495765 -0.0085704890928754284 -0.030705200293918152 0.0052174961404298633 0.0058030140997625329 -0.0072432725852781907 -0.0062221411623746619 0.033820630850924238 0.0026984985391306201 0.02632757939659618 -0.052819484320014376 0.059899536624660944 0.0031619155910413252 -0.0010895786540748274 -0.00072586958273964611 -0.023417095075597968 0.0086269747596594438 -0.052898013477883581 -0.037781368939366206
leaf_weight=13.509360045194624 723.89585855603218 64.160520389676094 4808.6295264661312 718.88389478623867 3744.8732417374849 15185.602025315166 325.33554248511791 1283.8123294562101 29266.401057675481 29170.480818599463 114.0581094622612 569.20121275633574 500.29387308657169 995.59046345949173 2801.4494589865208 8299.2165388762951 1710.7753021717072 835.06824845075607 19.397093132138252 28089.266696259379 50.834756746888161 571.62397311627865 12.318648695945738 9319.3935483545065 2860.8578195869923 2639.6419348716736 175.25366319715977 521.51897904276848 14.127114936709402 9.1160906106233579
leaf_count=58 3109 257 19296 3072 15203 65893 1509 6522 119873 119435 603 2883 2401 4644 11491 33714 7072 3382 93 113858 213 3187 52 37566 11457 10812 760 2403 66 39
internal_value=-0.0014671 -0.000875918 -0.00254516 -0.0184226 -0.00745519 -0.00603651 -0.0118178 -0.0170884 -0.00114791 -0.00187782 -0.0330647 -0.0374228 -0.0230565 -0.0230739 0.00241366 0.00302833 -0.000611875 0.00259057 -0.024067 0.00340655 -0.010736 -0.0488876 -0.00252635 0.00187116 -0.00167691 -0.0032888 -0.0194112 0.00358009 -0.00417346 0.0165792
internal_weight=145415 140515 93214.9 4899.28 20650 18930.5 3376.29 2515.31 72564.9 58436.9 1522.99 1274.28 1784.11 1719.49 47300.4 39313.5 7986.93 3636.52 588.598 36388.5 248.714 685.682 731.203 14128 2925.02 4350.42 188.763 860.982 339.463 59.9508
internal_count=600923 577062 385019 23861 88849 81096 16025 12047 296170 239308 7836 6766 8923 7753 192043 159286 32757 14873 2976 147572 1070 3790 3124 56862 11714 17884 818 3978 1575 252

Tree=115
num_cat=0
split_feature=26 8 48 12 23 6 6 1 6 6 29 34 33 17 19 33 8 21 45 24 23 17 8 17 5 31 3 14 19 7
split_gain=382.58 226.55 275.456 126.667 89.7656 180.051 77.7054 55.0035 35.2694 34.0444 21.3847 18.5863 13.8543 15.5443 12.9518 12.806 12.7378 12.1233 11.5637 11.3841 10.3381 10.1719 7.60643 6.12453 7.88175 7.03134 5.20837 3.68174 4.76575 2.40501
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.27859839797019953 -0.0014371092547662554 -0.0032315860735252495 -0.0032315261196345087 -0.0037464592605829235 -0.003231550799682736 0.20335417240858081 -0.22508868575096128 1.3778149485588076 1.0071931481361391 -0.57471990585327137 -0.021195773966610428 -0.30801409482955927 0.14839097112417224 -0.1534611955285072 -0.0059631753247231236 -2.1835905313491817 -5.102741488371975e-05 1.003887474536896 -0.0081568323075771314 -0.39024449884891504 -0.94673046469688404 0.33932195603847509 -0.0038203969597816463 0.0031685404246672992 -0.022719061933457848 -0.01220609527081251
left_child=8 2 3 7 5 -4 -5 -2 11 -6 15 20 13 -12 -14 19 -17 23 -19 -3 22 -22 -1 24 -10 -25 -20 29 -29 -13
right_child=1 10 4 6 9 -7 -8 -9 17 -11 12 27 14 -15 -16 16 -18 18 26 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.040317018759256397 -0.011188686258410572 -0.069621527685790205 -0.00075706569069271311 -0.011729954613167658 0.0049003414518200552 -0.0090268340434991635 -0.00095235765746384739 -0.029365414680768431 -0.014736926910343942 -5.4086052384748886e-05 0.0039408612566631598 -0.065280808777268218 0.015320142770620953 0.0010673881046448232 -0.0037741326878806625 0.0034387476123412899 -0.0046983145422189228 -0.066470912373572277 0.0098172566966149427 0.0060672495266219581 0.05071472364879194 -0.058066897325477776 -0.0027955195760075778 -0.010941687386985484 -0.037130953141161237 -0.033392514787043019 0.068588702000661667 0.019533972160299822 -0.049378375704402185 -0.049156262442043006
leaf_weight=325.77327655255795 939.67052625119686 7.1613534092903128 31401.874662861228 6949.7722135335207 6185.2621393501759 13575.213324442506 3685.3881794512272 1654.6821038872004 73.436165392398834 25902.811027243733 8653.3017960339785 143.55735577642918 134.7709054350853 31261.738581106067 2503.7210155278444 3475.0020829439163 864.95326362550259 6.3446512073278418 26.30783112347126 6801.1843159049749 9.3206946253776533 4.6325584053993216 20.685160771012306 140.5675492733717 246.4927923977375 78.134742498397827 6.8397059291601172 3.7974990606307975 74.266694396734238 43.357362255454063
leaf_count=1959 4158 30 127306 30684 25118 56550 16364 8093 398 106558 35327 906 558 126851 10320 14243 3527 31 128 27851 46 23 117 742 1295 404 32 24 469 258
internal_value=-0.00134272 -0.00106116 -0.00289652 -0.0108949 -0.00152346 -0.00325309 -0.00799521 -0.0227818 -0.0350311 0.000900924 0.00202483 -0.0449066 0.00141199 0.00169034 -0.00279882 0.00436405 0.00181703 -0.0243481 0.00773982 0.00598764 -0.0360375 0.0145986 -0.0380768 -0.0267008 -0.0319907 -0.0189626 0.0219442 -0.0569699 -0.0460261 -0.0615405
internal_weight=145200 143997 90294.7 13229.5 77065.2 44977.1 10635.2 2594.35 1203.51 32088.1 53701.8 625.391 42553.5 39915 2638.49 11148.3 4339.96 578.123 39.4922 6808.35 360.412 13.9533 346.458 538.631 319.929 218.702 33.1475 264.979 78.0642 186.915
internal_count=600370 593538 374831 59299 315532 183856 47048 12251 6832 131676 218707 3802 173056 162178 10878 45651 17770 3030 191 27881 2145 69 2076 2839 1693 1146 160 1657 493 1164

Tree=116
num_cat=0
split_feature=26 8 48 28 23 8 48 34 28 20 21 21 19 17 8 35 15 19 45 23 21 15 8 51 9 50 9 9 17 55
split_gain=345.755 200.32 244.724 94.4475 180.048 80.5392 68.1623 32.6593 21.0092 18.9202 18.2285 17.4324 13.6376 15.8329 12.2082 11.3704 15.6083 11.2301 10.4267 10.2265 9.70695 9.11628 8.03587 7.57609 7.33027 9.36341 5.29342 4.20495 3.30361 2.01473
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.005756326485425233 -0.0008609870565123855 -0.029487061314284798 1.0000000180025095e-35 1.3778149485588076 -0.00077109830453991879 -0.030604086816310879 -0.15224581956863401 4.5086498260498056 0.026095388457179073 -0.57471990585327137 -0.020718261599540707 0.87708991765975963 0.0092105190269649046 -0.023603112436830994 -0.0036273403093218799 -0.0050554559566080562 -0.18207283318042752 -0.089305073022842393 -0.0081568323075771314 0.28037124872207647 0.0011920230463147166 -0.035467702895402901 -0.0064173906575888387 -0.0058194887824356547 -0.68079400062561024 0.12175845727324487
left_child=7 2 3 11 -5 8 -7 10 -4 15 14 -2 13 -11 21 20 -17 27 29 -20 -3 -1 -16 -14 26 -26 -19 28 -9 -12
right_child=1 9 5 4 -6 6 -8 17 -10 12 18 -13 23 -15 22 16 -18 24 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.041672426157520481 -0.0024286472057424612 0.012483784276154132 -0.00081468001958150062 -0.019368074884867019 -0.0018291552071176716 -0.0060325356762384683 -0.0007096175283943019 0.021630577227041797 0.0018954198455452254 0.0039486992531963718 -0.026567978562738837 0.073856034900706954 -0.022210057405571321 0.0012656977737793224 -0.037472229252883925 -0.0035696154824781312 0.0069762752064713969 -0.0099472975085229814 -0.048497901335375473 0.022771917126494654 0.003889511402712213 -0.010805895667409835 -0.017856783969059212 -0.0016013465102538516 -0.033524891949411703 0.024456046145721864 -0.052605473167438799 -0.062386603729836496 -0.045651114552198439 -0.084180264941434602
leaf_weight=43.702561646699905 3728.2408557385206 1198.5809287875891 24386.235546022654 6270.7372866496444 3173.4443020746112 18705.440096691251 16127.67002145946 3.622678965330123 17824.708985388279 10161.566590040922 4.0222593843936902 10.815404072403906 65.403986275196075 35864.739504411817 477.98977106809616 842.088986068964 1263.0010104775429 11.833165213465689 8.505257844924925 49.031893074512482 781.65872648358345 162.63870680332184 89.220454677939415 3536.6725878417492 47.92715884745121 12.679590925574301 91.046462848782539 163.70470234751701 9.5611072331666929 4.7844886928796768
leaf_count=238 15677 4913 98685 29166 14412 78440 66075 21 72332 41710 20 44 270 145568 2818 3475 5232 65 43 253 3193 875 453 14346 276 71 584 1034 57 24
internal_value=-0.00126331 -0.00099811 -0.00272512 -0.0102792 -0.0134746 -0.00143252 -0.00356803 -0.0336056 0.000329733 0.00190289 -0.0272519 -0.00220799 0.0015798 0.00185804 -0.0298405 0.00582773 0.00275765 -0.0492839 0.00293079 0.0122367 0.00909137 -0.0173433 -0.0343868 -0.00197555 -0.0379476 -0.0213946 -0.047699 -0.0597614 -0.0271633 -0.0578673
internal_weight=145121 143941 90227.3 13183.2 9444.18 77044.1 34833.1 1180.27 42210.9 53713.7 839.895 3739.06 49628.4 46026.3 773.551 4085.33 2105.09 340.375 66.3439 57.5372 1980.24 206.341 567.21 3602.08 163.486 60.6067 102.88 176.888 13.1838 8.80675
internal_count=600370 593538 374831 59299 43578 315532 144515 6832 171017 218707 4724 15721 201894 187278 4384 16813 8707 2108 340 296 8106 1113 3271 14616 996 347 649 1112 78 44

Tree=117
num_cat=0
split_feature=26 7 48 3 7 28 48 7 6 23 28 6 17 48 55 23 34 5 17 23 17 49 5 23 34 19 8 9 46 19
split_gain=312.341 179.832 242.427 125.611 74.5393 67.5233 55.2286 43.1918 32.5119 20.938 43.9643 56.8662 37.826 26.8588 19.7439 17.8761 17.2622 15.4267 10.6982 8.76567 8.77817 8.20021 7.56508 7.45316 9.67982 8.26031 6.88642 5.39761 3.82379 3.39342
threshold=-2.052433848381042 -0.0074352615047246209 -1.0866807401180265 -0.0067052494268864385 -0.030189009383320805 -0.0061759978998452416 -0.33299300819635386 -0.057578392326831811 -0.003231550799682736 -0.0014371092547662554 -0.0047431052662432185 -0.0032315332209691401 -0.93323016166687001 -0.70983687043189991 1.36149138212204 -0.0014371092547662554 1.3778149485588076 0.4523435533046723 -0.39024449884891504 -5.102741488371975e-05 1.003887474536896 2.6864454746246342 -0.8864745795726775 -0.00021052785450592634 0.52997416257858287 -0.01335437363013625 -0.0081568323075771314 -0.0058194887824356547 -0.0063570325728505841 -0.019233862869441506
left_child=8 2 3 7 15 -5 -6 -2 16 10 12 -12 -3 17 -15 -4 19 -11 21 26 -21 22 -10 25 -25 -20 -1 28 -18 -29
right_child=1 9 4 5 6 -7 -8 -9 18 13 11 -13 -14 14 -16 -17 27 -19 23 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.037551237519114732 0.0042592894895446126 0.023389776485175692 -0.00094319707956856398 -0.0040677902485329875 -0.0074675329141745449 -0.020424686663371459 -0.0018476973950050241 -0.0076098393064737858 -0.014663070295059042 0.014923091044491464 -0.014445053390311512 -0.001106196491774661 0.0016028662054518995 0.0024306266375724666 -0.0035694749777184687 0.0015609775210220546 -0.06563746395560964 0.0054019773393945477 -0.0093147928725511447 0.045498367515294909 -0.056046247258502206 0.053567343729262931 -0.035949805767178468 0.071917905056941026 -0.032823762454826481 -0.037008587339895767 -0.001621119836364558 -0.06061559627540837 -0.004549371904680047 -0.043384597071970885
leaf_weight=311.81113128364086 1453.2306037843227 290.35139444470406 24015.67520070076 1134.1740227639675 9946.8257039785385 4567.4168334975839 17148.83712901175 4589.4860196709633 81.41423325240612 742.07622236013412 1319.1923546791077 9002.3381850421429 24003.511576458812 22069.135754287243 2168.3001642078161 17919.796061903238 5.2057381272316006 3512.1495633423328 186.3692235648632 9.5740104615688306 4.507686421275138 4.2464478462934485 229.61234980821609 8.1340956687927228 5.211433693766593 48.959149435162544 20.463714376091957 176.0731445774436 12.658801570534704 53.692016214132309
leaf_count=1959 5934 1252 97167 4834 42111 21743 70355 20467 449 3103 5869 37366 97195 89802 8842 72664 31 14834 993 46 23 20 1246 37 24 261 117 1183 79 364
internal_value=-0.0011886 -0.000938822 -0.00281373 -0.0107829 -0.00145794 -0.0171709 -0.00391074 -0.0047554 -0.0322258 0.00146101 0.000469488 -0.00281103 0.00186326 0.00266565 0.00189385 0.000126883 -0.0420221 0.00706277 -0.0219077 -0.0333734 0.012993 -0.0292471 -0.0303778 -0.0126027 0.0310162 -0.0150764 -0.0353384 -0.054119 -0.0223505 -0.056589
internal_weight=145040 143882 80775.4 11744.3 69031.1 5701.59 27095.7 6042.72 1157.93 63107.1 34615.4 10321.5 24293.9 28491.7 24237.4 41935.5 593.986 4254.23 563.947 346.357 14.0817 315.273 311.027 248.674 13.3455 235.328 332.275 247.63 17.8645 229.765
internal_count=600370 593538 335275 52978 282297 26577 112466 26401 6832 258263 141682 43235 98447 116581 98644 169831 3802 17937 3030 2145 69 1715 1695 1315 61 1254 2076 1657 110 1547

Tree=118
num_cat=0
split_feature=26 7 48 7 0 7 19 35 9 19 33 55 7 23 33 23 9 21 7 7 52 23 27 49 11 51 51 16 9 21
split_gain=282.068 159.036 215.515 112.945 100.082 65.9358 53.8513 27.0008 19.8462 19.3267 20.0747 41.2784 17.8321 18.8525 16.8028 15.7941 15.7193 14.0731 10.9004 10.0929 9.65848 8.32159 7.98309 7.57995 6.69178 6.42882 6.14664 11.8998 4.42083 2.7892
threshold=-2.052433848381042 -0.0074352615047246209 -1.0866807401180265 -0.028472605161368843 -0.0022947916295379396 -0.030189009383320805 0.0068112392909824857 1.4088905453681948 -0.050974585115909569 -0.020294477231800553 -0.39829050004482264 -0.36996357142925257 0.022436938248574737 0.0025569574208930139 2.5304644107818608 -0.0014371092547662554 -0.025495304726064202 -0.15224581956863401 -0.021914360113441941 -0.01220609527081251 0.95987591147422802 -0.0050554559566080562 -0.0018321766983717678 1.1001458764076235 0.11937506869435312 -0.31545007228851313 -0.15285768359899518 0.11693925783038141 -0.0058194887824356547 0.18011609464883807
left_child=7 2 3 8 -5 15 -7 17 -2 10 11 -3 13 -11 -14 -4 -12 18 20 22 -1 29 23 -9 -23 -20 28 -28 -21 -19
right_child=1 9 5 4 -6 6 -8 19 -10 12 16 -13 14 -15 -16 -17 -18 21 25 26 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.017802969464182923 0.0075375584142853974 0.0035189235707003088 -0.00088665850711091296 -0.0033647254754386943 -0.018393814365168962 -0.0048602346332354525 0.0023830326007835503 -0.03877273191014808 -0.0036761731720552108 -0.0023144784463739855 0.00078162926418828967 -0.015594360717512697 0.0018426740674347129 0.0022558969485868335 -0.0058491037377469109 0.0014671129773649876 0.0049515237007194427 -0.082806103787645122 -0.038961504695969193 -0.012049270388821403 0.044756948899584079 0.02436434624460062 -0.059794807995676914 0.045576654109857832 -0.019824248159385289 -0.026311934657427215 0.096495843235921738 -0.027926385878666499 -0.044128460515791036 -0.020891977417139138
leaf_weight=163.57288600504398 698.5215402841568 1210.54480881989 24014.278347492218 2207.9611646384001 5746.8410811722279 22659.714418426156 4415.1046802550554 26.795819789171222 3044.6995013654232 10789.362448126078 4579.5526709854603 612.63882695138454 28961.488209456205 4649.2241931259632 1059.835520863533 17922.233076840639 11248.081951200962 4.6089195907115919 245.5009233430028 19.818923905491829 9.3944612145423871 38.32324430346489 163.02907314896584 4.4760097265243521 18.194875925779343 352.04924982786179 3.7861439734697333 10.28283606469631 70.403031773865223 6.0681032538414001
leaf_count=887 2842 5000 97167 9497 27620 94136 18330 177 13019 44778 18561 2589 116966 19526 4384 72664 46459 24 1504 115 48 199 1129 29 91 2082 22 56 436 33
internal_value=-0.00111836 -0.000883098 -0.00264742 -0.0101781 -0.0142223 -0.00137092 -0.00367907 -0.0308947 -0.00158358 0.00137322 0.00305826 -0.00290365 0.000718961 -0.000938141 0.00157113 0.000119263 0.00374501 -0.0253729 -0.0276695 -0.0463865 -0.0144051 0.000961375 -0.0544683 -0.0266996 0.0101387 -0.031509 -0.0313296 0.00555724 -0.0370817 -0.0476183
internal_weight=144956 143820 80709.4 11698 7954.8 69011.3 27074.8 1136.3 3743.22 63110.7 17650.8 1823.18 45459.9 15438.6 30021.3 41936.5 15827.6 837.713 770.518 298.592 172.967 67.1951 194.301 31.2718 56.5181 597.55 104.291 14.069 90.222 10.677
internal_count=600370 593538 335275 52978 37117 282297 112466 6832 15861 258263 72609 7589 185654 64304 121350 169831 65020 4868 4521 1964 935 347 1335 206 290 3586 629 78 551 57

Tree=119
num_cat=0
split_feature=18 8 23 0 6 21 1 6 6 33 12 33 4 20 49 5 34 21 26 24 25 6 12 6 12 31 11 19 11 23
split_gain=256.532 125.3 142.118 318.036 440.244 65.5904 46.7277 56.2774 38.9301 31.5518 24.5361 18.4836 17.9978 16.7371 15.2177 15.2865 13.3245 12.6809 11.7385 10.7672 10.4119 11.841 10.2949 9.38839 12.3841 9.10927 8.73007 8.6891 8.63663 8.49623
threshold=-0.021169413812458512 0.0065223043784499177 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 -0.2052076458930969 -0.0037464592605829235 -0.0032315432326868172 0.23791334778070453 0.45092988014221197 -0.2920279055833816 -0.39829050004482264 0.02215654589235783 -0.031008342280983921 -0.9393821358680724 -1.5720605254173277 1.3685106635093691 -0.19559861719608304 0.40231975913047796 1.8322562575340273 -0.89183002710342396 -1.0394738316535947 -0.24719419330358502 -1.4632698893547056 -0.30224545300006861 1.3952204585075381 -0.013332622591406105 -0.024141530506312844 -1.4497537016868589 -0.0014412749442271886
left_child=5 2 3 9 -5 6 20 16 12 -2 -10 26 -4 17 19 -16 -8 25 -9 -15 21 -1 -19 29 -25 -3 27 -7 -22 -13
right_child=1 13 8 4 -6 11 7 18 10 -11 -12 23 -14 14 15 -17 -18 22 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.018625119555436439 -0.0011429101944164814 0.0098089756974616207 0.0039198567685676715 -0.024570063569941111 -0.0044464864898032678 -0.013490849930792678 -0.031619653392116864 -0.015145774120444863 -0.012973101447334405 0.004985551001695814 0.00013823937044796995 -0.0028445010666631023 0.015881929696060691 0.0086721752712115314 0.023604835706182121 0.0012812948872184566 -0.046283164744213998 0.0013780904729192172 -0.043851415039785006 -0.015302211296914361 0.026018473341609057 -0.033476765534177833 0.03385298954899129 -0.027012572615578434 0.007404171367002276 0.031228959636549768 -0.032206996291658296 0.03948717159536895 -0.0043823148865272847 0.095684584309901552
leaf_weight=19.541398450732231 33319.17014349997 1070.4983721971512 7442.2064336240292 5437.9374993294477 13962.466287896037 58.728026956319809 634.84008401632309 971.69820494949818 523.28814163804054 3326.1998725086451 28408.735413521528 5.2970941215753555 482.13629204034805 1407.2212552279234 110.70101238787174 44958.546836316586 343.95796047896147 1142.2635265290737 54.141401469707489 70.833648979663849 37.128157556056976 79.946805089712143 36.257509127259254 41.549005515873432 399.85854701697826 76.587490379810333 79.74135160446167 13.755635559558867 358.25042620301247 7.775318428874014
leaf_count=83 135789 4396 30302 25056 58686 269 3733 4727 2404 13566 118094 22 1989 5705 446 182555 2285 4683 281 287 161 356 148 206 1772 320 393 59 1565 32
internal_value=-0.00105219 -0.000678485 -0.00197223 -0.00387527 -0.0100871 -0.0181091 -0.0224047 -0.0264807 0.000921637 -0.000586647 -9.8903e-05 -0.000412331 0.00464766 0.00178078 0.00153259 0.00133613 -0.0367725 0.00674826 -0.0166608 0.00752324 -0.0058932 -0.023243 0.00237719 0.00564862 0.00416458 0.0112391 -0.0185078 -0.00343691 -0.00152752 0.0557594
internal_weight=144881 141775 92902.1 56045.8 19400.4 3106.21 2499.5 2004.64 36856.4 36645.4 28932 606.705 7924.34 48872.9 46547.3 45069.2 978.798 2325.61 1025.84 1478.05 494.867 99.4882 1178.52 454.48 441.408 1147.09 152.225 72.4837 395.379 13.0724
internal_count=600370 584426 385886 233097 83742 15944 13191 11026 152789 149355 120498 2753 32291 198540 188993 183001 6018 9547 5008 5992 2165 439 4831 2032 1978 4716 721 328 1726 54

Tree=120
num_cat=0
split_feature=12 26 8 8 48 1 48 17 16 7 3 8 14 8 5 34 21 1 48 21 28 24 17 20 9 28 50 17 28 34
split_gain=223.662 118.454 103.416 116.802 104.388 58.6432 47.4041 24.5529 23.7395 28.1456 22.7717 17.1462 16.4064 15.2511 14.9159 14.4977 14.1135 12.9213 15.7571 13.4861 12.7637 11.8877 10.7417 10.7277 9.3109 9.06302 8.15258 8.04332 6.09164 5.09403
threshold=-0.29474903643131251 -2.052433848381042 -0.0056424618232995263 -0.031963184475898736 1.0000000180025095e-35 -0.0037464592605829235 -1.0866807401180265 -0.93323016166687001 0.0071818663273006686 0.013547698501497509 -0.0067052494268864385 -0.0096963797695934755 -0.0091016283258795721 -0.03483146242797374 -1.6776834130287168 0.38236884772777563 -0.16192830353975293 -0.0038918899372220035 -1.4635246396064756 -0.14191414415836331 0.0094317318871617335 0.8456542193889619 0.076602049171924605 -0.025231216102838513 -0.0018452440272085366 0.013114214409142734 0.4373584389686585 0.037826612591743476 -0.0069403089582920066 1.3778149485588076
left_child=5 12 3 7 -5 17 10 -3 14 -10 15 13 16 -8 -4 -7 23 19 26 20 -1 29 -12 -2 -18 -13 -19 -21 -20 -14
right_child=1 2 8 4 -6 6 11 -9 9 -11 22 25 21 -15 -16 -17 24 18 28 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011745872382847331 0.0023617896572007552 -0.012228242712445592 0.024420240126331115 -0.0067885255984216656 -0.00020883944449313566 -0.010194809250163092 0.012841403508061401 0.00040233191738747081 -0.0018472851523655858 0.0016086980828703757 -0.037101540532524575 -0.0086266100949774129 -0.019060063047704343 -0.023153904273058253 0.0036905143334651338 0.082431190859356795 0.014858944906177042 0.021368791648368801 0.021584596022853082 0.053131240777944636 0.016661267212304435 -0.044332857687843369 -0.023646299742142732 -0.024244583489891197 0.11261718826806295 0.012586919349014302 0.0877645807096335 0.0052004111956191149 -0.014492102184212955 -0.0332939893764276
leaf_weight=781.04596304893494 79.603719919919968 561.31064032018185 126.40837441384792 23344.912058413029 13818.844931572676 102.63468876481056 47.551132276654243 42909.209425568581 10874.122563362122 38586.231657341123 790.1129609271884 196.85669779777527 253.48766657710075 389.30075646936893 10894.019970491529 6.4665523767471305 21.406850472092632 13.281363427639008 28.661889389157295 18.21786093711853 61.418232798576355 143.08091340214014 292.73250067979097 173.37505625188351 4.1947004050016394 114.77233363687992 13.349123522639275 40.901905462145805 40.883240193128586 140.78390425443649
leaf_count=3393 461 2499 510 101380 56618 525 198 174005 45731 156483 4446 832 1485 1703 44364 29 106 64 117 76 259 902 1642 1022 20 480 61 169 175 940
internal_value=-0.000936487 -0.000597283 -0.000465479 -0.0018722 -0.00434196 -0.0173219 -0.0234003 0.00023924 0.00140999 0.000848882 -0.0308317 -0.0115658 -0.0233927 -0.0192358 0.00392829 -0.00470476 -0.0115763 -0.00550088 0.0154047 -0.00773097 -0.0096749 -0.0295187 -0.0334641 -0.0158725 0.0308762 -0.000813711 0.0546512 0.0199704 0.00037632 -0.0241426
internal_weight=144869 141931 141115 80634.3 37163.8 2938.19 1940.43 43470.5 60480.8 49460.4 1191.95 748.481 815.933 436.852 11020.4 109.101 278.58 997.76 96.1756 901.584 842.464 537.352 1082.85 252.979 25.6016 311.629 26.6305 59.1198 69.5451 394.272
internal_count=600695 586526 581590 334502 157998 14169 9855 176504 247088 202214 6642 3213 4936 1901 44874 554 1609 4314 417 3897 3652 3327 6088 1483 126 1312 125 245 292 2425

Tree=121
num_cat=0
split_feature=19 8 8 48 0 8 14 16 7 16 7 17 8 17 5 14 51 5 7 21 23 55 27 35 4 26 7 12 5 16
split_gain=201.716 101.613 117.58 109.934 112.287 59.615 57.2164 26.5102 27.3116 26.4817 35.0934 28.4273 23.7259 23.0992 19.9291 17.748 17.0608 15.3527 17.768 14.7043 13.7454 11.8377 11.8988 10.4239 11.5188 9.84397 8.1864 8.15842 8.31277 7.83094
threshold=-0.023794963955879208 -0.004762922413647174 -0.030076922848820683 1.0000000180025095e-35 -0.0022947916295379396 -0.0096963797695934755 -0.0073571295943111173 0.0071818663273006686 0.016659101471304897 -0.1068240739405155 -0.12337633222341536 -0.93323016166687001 -0.020071133039891716 -0.93323016166687001 1.6757135391235354 -0.0011392739252187309 0.25241807103157049 -1.6776834130287168 -0.021544315852224823 -0.16135535389184949 -0.00115529348840937 -1.4401807785034177 0.00074117613257840287 1.0000000180025095e-35 -0.0071902289055287829 0.29375521838665014 -0.024251784197986122 -0.28484129905700678 -0.35023753345012659 0.035982098430395133
left_child=5 2 9 4 -4 6 21 17 14 10 -2 -11 -8 -5 -9 -14 -10 18 -3 -19 23 26 -23 24 -7 -25 -1 28 -22 -29
right_child=1 7 3 13 -6 20 12 8 16 11 -12 -13 15 -15 -16 -17 -18 19 -20 -21 27 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.065888972893928491 0.00078231933219014937 0.012984025226785796 -0.0010951132728793118 -0.022830163116109088 -0.0098314971655671067 -0.0031347749527439856 -0.015994970886918702 -0.0011903012013352175 0.0021275021985025567 -0.01207685042085766 -0.004584872149076282 0.0016061082420061156 -0.037107388314642158 0.00019747225078599662 -0.012206146479480848 -0.019989185944069267 -0.0013369936736174833 0.0054683423042678385 0.068093209717745296 0.00072335886001627554 0.075897492204390002 -0.010836119911363315 0.020293254599436306 -0.0083613781338638324 0.033521624941073143 -0.028003082227374555 0.0024633761750582658 0.027477665592099826 -0.0010546297094186582 -0.043808212238366152
leaf_weight=12.871130719780924 9674.6294576227665 94.181440412998199 8014.9163388460875 158.69123812764883 15613.883492432535 175.17072601616383 454.43097764253616 10849.454286828637 31101.474592879415 557.98040494322777 8022.2669349461794 26825.3451307863 781.03723596781492 13298.156145915389 625.30169582366943 302.48243101686239 6124.7570533454418 6848.177255064249 27.128352552652359 3580.3424184769392 5.1758464127778998 664.20673899352551 47.355884328484535 471.69786888360977 37.460604250431061 114.07147070765495 17.004751890897751 80.238240167498589 214.09063917398453 5.9597082883119574
leaf_count=54 38922 379 33446 724 70495 767 2146 45457 125848 2488 33037 108827 4522 54428 2727 1552 24987 27825 110 14588 21 2964 217 2113 164 501 75 343 943 25
internal_value=-0.000881024 -0.000534643 -0.00190041 -0.00440284 -0.00686811 -0.0153594 -0.020902 0.00135933 0.00076863 0.000158237 -0.00165071 0.0013273 -0.0275023 -7.40835e-05 -0.0017906 -0.0323286 0.0015575 0.00408615 0.025308 0.00383928 -0.00391448 -0.00721093 -0.0087644 -0.00805583 0.00332321 -0.0121864 0.0297884 0.00690988 0.000761847 0.022549
internal_weight=144800 141417 82165.9 37085.6 23628.8 3383.25 2279.39 59250.8 48701 45080.2 17696.9 27383.3 1537.95 13456.8 11474.8 1083.52 37226.2 10549.8 121.31 10428.5 1103.87 741.439 711.563 798.401 212.631 585.769 29.8759 305.464 219.266 86.1979
internal_count=600695 584288 342367 159093 103941 16407 11530 241921 199019 183274 71959 111315 8220 55152 48184 6074 150835 42902 489 42413 4877 3310 3181 3545 931 2614 129 1332 964 368

Tree=122
num_leaves=27
num_cat=0
split_feature=26 29 7 7 0 8 6 13 17 6 16 7 55 14 5 5 6 55 21 29 34 17 21 25 23 7
split_gain=182.531 120.97 85.5122 85.3833 92.652 31.2425 29.1012 27.2205 24.663 23.4176 20.1517 24.4898 18.9387 10.4154 10.4102 9.94249 9.42699 8.87347 8.47355 7.60203 7.5173 6.35532 6.10299 5.00605 4.77706 5.24462
threshold=-2.052433848381042 -0.26523210108280176 -0.0070066021289676419 -0.026461399160325524 -0.0037031734827905889 0.009689071215689184 -0.0032315860735252495 -0.005369683261960744 -0.93323016166687001 -0.0032315368298441167 0.0065342993475496778 0.017697945237159732 -1.0610393285751341 -0.0091016283258795721 -1.1521240472793577 0.6857919991016389 -1.0670051574707029 1.2648609280586245 -0.16192830353975293 -0.26699241995811457 -0.26182667911052698 3.7556935548782353 -0.10573138669133185 0.66380539536476146 0.0026908856816589837 -0.024251784197986122
decision_type=2 2 2 2 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 5 3 8 -5 7 14 16 -3 -9 12 -12 -4 15 -1 18 -2 19 -8 -7 -17 22 -16 -19 25 -15
right_child=1 2 10 4 -6 17 13 9 -10 -11 11 -13 -14 24 21 20 -18 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.044243322297111351 0.00074468144954453449 -0.012177367856851182 0.01008703471342547 0.00042990177477683037 -0.006607620415225438 0.015110225486084598 -0.017355752071126031 -0.03102342284358596 -2.2406070996219224e-05 -0.014759320954531896 -0.0012359487316312646 0.0016283060411382856 0.0026621796122423547 -0.008815924261488953 -0.051639403851121236 0.097687770562709039 -0.0121924140256816 -0.015606379399621699 0.020962077406130767 -0.0061402891422964734 0.0089854871336910325 0.025087033754783699 -0.0050732844203927561 -0.082732444447785797 0.020121690505856642 -0.027591247205465193
leaf_weight=4.5413242280483237 291.02422142028809 608.49724851548672 1500.7814459651709 10168.097237929702 19944.931008733809 178.09777963161469 226.5800508633256 548.40762786567211 48480.817022994161 760.88022756576538 14915.004175558686 38450.343574732542 7029.3151185512543 59.60523733496666 189.21410942077637 4.7234682440757778 668.64000569283962 16.263491839170459 22.873592227697372 91.861376255750656 12.653219968080519 4.2399597838520995 10.705492854118345 5.3039575070142737 8.3112206608057004 528.10864811390638
leaf_count=31 1235 2717 6098 42026 86819 734 1340 2852 197271 3658 62631 155714 28647 323 1436 26 2997 67 112 377 69 29 65 22 39 3360
internal_value=-0.000828833 -0.000644806 -0.000410261 -0.00171603 -0.0042313 -0.0135696 -0.0255005 -0.0159453 -0.000173076 -0.0215717 0.00126062 0.00082778 0.00396851 -0.0206376 -0.0456056 -0.0107854 -0.00826916 0.00492037 -0.0138422 0.00787913 0.0330972 -0.0476042 -0.0491458 -0.0321143 -0.0250483 -0.0256871
internal_weight=144730 143658 141098 79202.3 30113 2560.48 1071.56 2268.95 49089.3 1309.29 61895.4 53365.3 8530.1 862.855 208.701 266.83 959.664 291.527 249.454 269.959 17.3767 204.16 199.92 21.5674 596.025 587.714
internal_count=600695 593865 581923 328833 128845 11942 6830 10742 199988 6510 253090 218345 34745 5269 1561 1547 4232 1200 1452 1111 95 1530 1501 89 3722 3683

Tree=123
num_cat=0
split_feature=12 26 23 0 6 13 17 8 23 25 13 6 33 16 17 28 6 23 8 7 52 6 33 31 35 55 53 0 15 17
split_gain=164.305 99.1327 81.5345 276.999 379.555 46.761 41.8818 35.3644 20.5828 19.4402 17.2382 16.5701 16.2055 16.3838 14.5867 14.0871 12.2653 13.3757 11.0057 10.9732 10.2169 9.85378 9.12852 8.86318 8.78872 8.54679 7.78507 7.3748 6.45875 4.86821
threshold=-0.29813882708549494 -2.052433848381042 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 -0.005369683261960744 -0.93323016166687001 -0.010062559507787226 -0.0004490460996748879 -1.1443707346916197 0.36312682926654821 -0.003231550799682736 -0.39042180776596064 -0.0065961421933025113 -0.38566899299621576 -0.94438832998275746 -1.0670051574707029 -0.002479620859958231 -0.028938822448253628 -0.0078469780273735506 -0.45336127281188959 -0.36166608333587641 -0.36171148717403406 0.33932195603847509 1.3890516161918642 1.0331573486328127 0.22365172952413562 -0.0033310543512925501 -0.009459671098738907 2.7332909107208256
left_child=5 11 3 6 -5 16 -3 9 10 20 -4 24 13 -9 25 -10 17 28 -11 -19 -7 -14 27 -16 26 -13 -2 -18 -1 -26
right_child=1 2 8 4 -6 7 -8 12 15 18 -12 14 21 -15 23 -17 22 19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00033703022941042814 -0.025666164505669786 0.018704580466738643 0.0048658010554577689 -0.020452561541376039 -0.0029340797559029683 -0.022415835458458537 0.00055609577429258702 0.089288097794315235 0.023271952657422101 0.0052237325753278236 -0.03690653524455758 -0.025140756736696745 -0.040037161241084356 -0.017703978308969852 0.0064307834552154693 0.00085260233813986045 -0.078572127840685763 0.021709983402868966 -0.027057816307361898 -0.033840257626015474 -0.048435312678342932 0.032290148692548593 0.024253915101469119 -0.018990704341488331 -0.044667107079185538 0.039640155531938434 0.03731663925482108 -0.013381605755788473 -0.031557814230915311 0.034695897186256111
leaf_weight=62.670190513134003 206.8366396650672 461.52298672497272 5918.1481189876795 5701.5322846025229 20320.481601893902 68.605549558997154 56289.627083986998 5.3216767162084571 101.08899393677711 40.873218521475792 35.779580339789391 261.32810980081558 7.8417749255895606 162.02170318365097 141.73248614370823 53187.868735156953 6.3461261987686148 129.96318130195141 544.61848691105843 14.200279533863066 261.05144400894642 50.13453796505928 23.253520503640175 75.766732320189476 133.32786867767572 7.5434518903493872 7.3150117397308341 400.65090551972389 38.513471573591232 2.8418084084987631
leaf_count=262 1405 1999 24057 26546 85042 416 228642 25 454 186 145 1512 32 817 781 219209 26 553 3058 59 1578 217 100 421 1033 43 45 1843 167 22
internal_value=-0.000779689 -0.000551701 -0.000430382 -0.00164664 -0.00677245 -0.0187133 0.000703686 -0.0261235 0.00126896 -0.0313661 0.00461477 -0.0211438 -0.00483037 -0.0143015 -0.0139778 0.000895132 -0.00620422 0.00450152 -0.0248042 0.0162382 -0.0430203 0.0225073 -0.0123091 -0.00242489 -0.0310929 -0.0233233 -0.0235148 -0.0143981 -0.0122206 -0.0430108
internal_weight=144669 142853 142016 82773.2 26022 1816.07 56751.2 1140.47 59242.9 915.149 5953.93 836.692 225.32 167.343 486.371 53289 675.598 245.347 585.492 144.163 329.657 57.9763 430.251 217.499 350.321 268.872 214.152 406.997 101.184 136.17
internal_count=600695 591356 586094 342229 111588 9339 230641 6329 243865 5238 24202 5262 1091 842 2757 219663 3010 1041 3244 612 1994 249 1969 1202 2505 1555 1450 1869 429 1055

Tree=124
num_cat=0
split_feature=12 26 8 23 0 33 2 48 15 25 25 49 16 7 6 34 13 23 21 34 21 6 7 45 17 55 17 6 7 25
split_gain=148.728 80.1255 67.5497 75.787 236.484 55.2033 49.8148 36.7782 23.2439 21.6868 20.1212 18.4129 17.7779 17.7335 17.1393 14.4641 13.048 12.8922 12.6156 11.5413 10.9371 10.4282 8.36839 9.28112 8.1016 7.59206 7.35679 6.76649 6.20708 5.39549
threshold=-0.29334390163421625 -2.052433848381042 -0.0056424618232995263 -0.0014371092547662554 -0.0022947916295379396 -0.38968080282211298 -0.0046504966448992482 -1.0866807401180265 -0.0079037155956029875 -1.3255993723869322 0.52115029096603405 0.76022452116012584 0.0071818663273006686 0.010825692676007749 0.2916457355022431 0.83631187677383434 0.38450664281845098 -0.0014371092547662554 -0.15078418701887128 0.38236884772777563 -0.1534611955285072 -1.0670051574707029 -0.034132752567529671 0.00016402342589572075 2.7332909107208256 -0.93557390570640553 0.037826612591743476 -0.0032315653515979643 0.022436938248574737 -1.2185013294219968
left_child=5 15 3 4 -3 6 22 8 19 18 -10 17 16 -14 -5 20 -4 -9 -8 -7 25 -11 26 -24 27 -2 -1 -17 -13 -22
right_child=1 2 12 14 -6 7 9 11 10 21 -12 28 13 -15 -16 24 -18 -19 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047022809507252683 -0.028937360960268773 1.2875811527347293e-05 0.0033061831551734326 0.0031371569787202016 -0.0089059232117509358 -0.0059518641102379692 -0.041420505429498308 -0.0031623813025951973 -0.036423429006055219 -0.002060190483040676 0.022524843925227099 0.03246278381566662 -0.0015992615304167167 0.0012645861453636157 -3.2395963800002397e-05 -0.047529892585426524 0.059846976605731038 0.013463251453151723 0.05251380987370536 0.043637148622344614 -0.029541765330745071 -0.023170248073520354 -0.006436945511125643 -0.03806077609223104 0.033964362792055058 -0.012197379139677019 -0.018218627153361235 -0.026223065876157074 0.089842931118000138 0.021705017644604033
leaf_weight=18.834580287337307 137.77296358346939 31874.663834646344 10865.547411680222 8267.2166024148464 16112.978029623628 128.49773676693439 288.89760354161263 447.24911997467279 196.87916339933872 91.466528221964836 23.314043916761875 31.64190211892128 9680.2168378680944 39735.328575104475 23890.797378093004 84.109685517847538 14.713330656290053 268.83769942820072 5.2404631525278083 19.454102411866188 9.0281317681074125 1066.6729021519423 755.68455517292023 34.955201998353004 6.502817176282405 333.93381849676371 9.2918628305196744 148.20126907527447 8.6400122344493848 40.912788763642311
leaf_count=79 848 129851 44213 33665 70062 626 1667 1858 1133 402 120 136 40840 161216 99427 691 60 1117 29 82 48 5655 3409 159 41 2069 39 912 35 206
internal_value=-0.00073366 -0.000435257 -0.000330083 -0.00147143 -0.00298182 -0.0131425 -0.0185258 -0.00227055 -0.0178238 -0.0251981 -0.030182 0.00529964 0.00118701 0.000703575 0.000782436 -0.0198587 0.00338264 0.00307932 -0.0397469 0.000568567 -0.0142598 -0.021503 -0.00669099 -0.00783508 -0.0320884 -0.0170867 0.0254696 -0.0339373 0.0447702 0.0124408
internal_weight=144597 141202 140441 80145.7 47987.6 3395.56 2271.04 1124.51 368.145 1452.28 220.193 756.369 60295.8 49415.5 32158 760.461 10880.3 716.087 294.138 147.952 521.648 1158.14 818.766 790.64 238.814 471.707 28.1264 232.311 40.2819 49.9409
internal_count=600695 584149 579334 333005 199913 16546 11439 5107 1961 7753 1253 3146 246329 202056 133092 4815 44273 2975 1696 708 3171 6057 3686 3568 1644 2917 118 1603 171 254

Tree=125
num_cat=0
split_feature=48 7 7 34 34 28 28 17 0 11 12 34 28 9 2 28 23 33 5 27 8 55 11 55 2 1 24 55 31 31
split_gain=153.32 79.9654 72.2624 82.4805 70.1727 49.3472 46.9382 92.6433 77.3307 36.3331 28.9131 28.8464 17.088 16.5508 13.6591 15.1574 20.0454 15.0142 23.1886 13.3402 12.8679 12.5406 11.9566 11.3703 11.0991 10.5546 10.5485 10.1697 10.1596 10.0461
threshold=-1.8403685092926023 -0.010131627786904572 0.0082902335561811941 1.3778149485588076 1.3778149485588076 -0.0041666210163384667 0.01025249343365431 -0.93323016166687001 -0.0022947916295379396 -1.2489567995071409 -0.27447815239429468 1.3853803277015688 -0.0042693959549069396 0.0083288517780601996 -0.0038416066672652955 0.066140651702880873 -0.0044407327659428111 -0.234022282063961 1.3077449798583987 -0.022699759341776368 0.06076819263398648 1.6028330326080324 1.3334218263626101 -0.062092062085866921 -0.013423729222267864 -0.0030010873451828952 -0.44525890052318567 -0.78183022141456593 0.46730914711952215 -0.8187451660633086
left_child=1 4 3 6 9 11 8 -8 -2 26 -11 -5 28 23 15 22 -17 20 -19 -15 -16 -7 -4 25 -21 -3 -1 -14 -6 -25
right_child=2 13 14 5 12 21 7 -9 -10 10 -12 -13 27 19 17 16 -18 18 -20 24 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021029247330498291 -8.9005048787754645e-05 -0.0037421231945771994 0.00087824749671411588 -0.029488432571871052 -0.054286918896954889 -0.0028487814698042783 -0.022699771784559886 0.0020761503957476223 -0.0041466872253534933 -0.024931335805373999 -0.011364528832067794 -0.011390678718387651 0.10637292977322237 -0.03081221972883201 0.0052259957134525754 -0.026284588351341117 -0.0027866360013948811 0.0026267286708447708 -0.0031200726777542965 0.10320961231301971 0.0019157414048433599 -0.026845670984624159 0.07728500510871901 0.019975091027431727 0.013690559411908153 0.015556348288334474 0.020453272769442157 -0.0075446761143875682 -0.034111737183515643 -0.012352143601325383
leaf_weight=244.0069807767868 39320.68646414578 257.09752070903778 16730.737127289176 625.44718838483095 174.63661488890648 1399.4125669002533 558.2522908821702 20314.195946663618 29664.00776873529 836.94502636045218 1743.7130398079753 643.04496482014656 3.2276545315980938 24.503424480557442 7892.2582792937756 138.2470864802599 2392.3200672417879 7227.0879467725754 3887.2889653891325 5.0601430535316458 9104.3004617393017 83.052138075232506 7.3763200640678397 37.706039354205132 340.67515671253204 169.14356534183025 107.53073582053185 22.400839656591415 185.08755450695753 421.03997248411179
leaf_count=1122 160101 1275 67711 3128 1275 5984 2620 82951 126784 4829 8814 2823 18 106 32304 609 9619 29443 15844 22 36601 364 31 177 1501 812 477 126 1248 2073
internal_value=-0.000770936 -0.0115823 -0.000417776 -0.00139284 -0.0164628 -0.0116266 -0.00107954 0.0014135 -0.00183384 -0.0132994 -0.0157644 -0.020314 -0.0405338 0.0013168 0.00148808 0.000257595 -0.00407035 0.00233153 0.000616766 0.0119687 0.00345284 -0.00419316 0.000911919 -0.00313948 0.0150008 0.00391601 0.00479672 0.00680212 -0.0439063 -0.00969505
internal_weight=144560 4572.77 139988 92608.1 3317.55 2750.96 89857.1 20872.4 68984.7 2932.2 2580.66 1268.49 385.353 1255.23 47379.6 19268.7 2530.57 28110.9 11114.4 370.239 16996.6 1482.46 16738.1 884.987 345.735 426.241 351.538 25.6285 359.724 458.746
internal_count=600792 23875 576917 384755 17909 12299 372456 85571 286885 15242 13643 5951 2667 5966 192162 77970 10228 114192 45287 1629 68905 6348 67742 4337 1523 2087 1599 144 2523 2250

Tree=126
num_cat=0
split_feature=48 7 48 11 23 7 34 1 1 18 34 21 28 9 15 33 3 33 55 8 27 9 33 16 8 4 33 33 3 27
split_gain=138.589 76.5853 79.5124 50.7286 48.7273 47.1366 42.6618 30.9679 79.5177 21.0211 19.9854 19.507 17.0482 16.4902 18.1831 17.1925 15.5641 13.4444 11.3305 12.2316 10.91 9.71753 9.47808 9.32748 9.08687 10.8676 10.0055 8.50024 8.16615 6.33984
threshold=-2.2172124385833736 -0.0021867412142455574 -1.0866807401180265 -0.68678444623947132 -0.0008609870565123855 -0.011891830712556837 1.3778149485588076 -0.0041120010428130618 -0.0036749573191627856 -0.019941485486924645 -1.579394996166229 -0.18090102076530454 0.0039976737461984166 -0.0090628797188401205 0.02782224211841822 -0.40019361674785608 -0.0067052494268864385 -0.32807613909244532 0.86054167151451122 0.01972319278866053 -0.020844462327659127 0.003262704587541521 -0.39758583903312678 -0.017297191545367237 0.0073611773550510415 -0.0078616705723106844 -0.35195365548133845 -0.10702610015869139 0.012489665765315296 -0.0038849633419886227
left_child=5 2 3 12 -5 6 11 10 -9 24 -4 16 -2 18 15 -15 -1 -16 19 -3 28 -8 -22 -20 25 -7 -26 -13 -11 -23
right_child=1 13 7 4 -6 9 21 8 -10 20 -12 27 -14 14 17 -17 -18 -19 23 -21 22 29 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.012973245413049086 -0.002358444429298332 -0.0034461702864179971 -0.0040189556542349451 -0.012251662350544196 -0.0015550311086656491 0.029433341238437757 -0.052675733521014109 -0.0087913223479328204 -0.00098350829801196788 -0.0069883486063771474 0.00078554304649103908 0.0042548100056783904 0.0095133600880686585 -0.0063080826024013558 0.0031657642298356628 0.0054919538045722915 -0.02862811023245267 0.00037803580053142325 0.010347257530034558 0.0011718955805265767 0.071204825113237988 0.070985328025430366 0.0090508159640802967 -0.0036269046075231783 -0.0071309949876721384 -0.027625290170139562 0.064377620301302743 -0.025312629056032449 -0.092188605076453101 -0.023813145103384011
leaf_weight=396.26486348360777 3732.7318406030536 2387.5367948412895 3442.1382408887148 5359.8218147009611 2147.3768729269505 13.078415870666502 182.34131102263927 5496.6930193603039 32227.003445640206 11.234242931008341 32984.298248007894 168.64637980610132 492.96895840764046 476.28909510374069 9362.6399823874235 6660.579443231225 540.43043887615204 18601.187612369657 180.09812565147877 15271.953050225973 9.1132955402135831 2.8568511679768589 286.68404576182365 3803.1377561539412 31.89433079957962 148.06337429583073 9.0408583581447584 44.170878872275352 6.3327323496341696 22.875320747494698
leaf_count=2073 16452 9903 14115 25855 10007 79 1408 23117 132998 51 134314 839 2122 1996 38102 27276 3260 75991 724 61761 40 18 1377 15447 144 895 41 214 29 144
internal_value=-0.000725294 -0.000512355 -0.00164248 -0.00623202 -0.00919197 -0.0169401 -0.022805 -0.000916275 -0.00212118 -0.00149278 0.000331539 -0.0182798 -0.000973483 0.00119813 0.0020013 0.00470446 -0.0220054 0.0013114 -0.000104461 0.00054754 0.00823744 -0.0478048 0.0109657 -0.00299508 -0.0165816 -0.0229944 0.00866224 -0.001882 -0.0377023 -0.0132884
internal_weight=144499 142626 85883 11732.9 7507.2 1873.03 1357.59 74150.1 37723.7 515.441 36426.4 1149.51 4225.7 56743.4 35100.7 7136.87 936.695 27963.8 21642.7 17659.5 313.364 208.073 295.797 3983.24 202.077 161.142 40.9352 212.817 17.567 25.7322
internal_count=600792 590180 358980 54436 35862 10612 7956 304544 156115 2656 148429 6386 18574 231200 143365 29272 5333 114093 87835 71664 1497 1570 1417 16171 1159 974 185 1053 80 162

Tree=127
num_cat=0
split_feature=48 23 23 22 7 7 34 28 17 17 35 23 23 45 12 0 12 13 17 24 7 46 28 14 7 46 55 9 35 35
split_gain=123.961 72.5843 229.601 65.3698 58.7044 42.761 43.6847 21.2754 55.2425 30.767 21.1919 21.1362 19.1194 17.9585 17.7172 20.2335 16.245 14.0507 13.193 12.1495 11.6739 17.1323 11.2172 10.3322 9.58238 9.27879 8.93928 8.69279 8.14551 7.02646
threshold=-2.2172124385833736 -0.0014371092547662554 -0.001615132321603596 -0.62314492464065541 -0.0052213948220014563 -0.0094247907400131208 1.3778149485588076 -0.033404938876628869 -0.89186540246009816 -0.93323016166687001 0.7493116855621339 -0.0004490460996748879 -0.00090582680422812689 -0.014249286148697136 -0.29080538451671595 0.002132224384695292 -0.30224545300006861 0.32669353485107427 -0.93323016166687001 0.73244884610176098 0.0030745218973606829 -0.0050320990849286309 -0.022393035702407357 0.019044193439185623 -0.00826434977352619 -0.0036929456982761617 -1.4590150713920591 -0.0061202463693916789 1.3124471902847292 0.91062128543853771
left_child=5 2 7 4 -4 6 10 9 -9 -2 12 16 -1 -12 15 -13 25 -18 -16 20 27 -22 -5 -8 28 -3 -26 -7 -21 -25
right_child=1 11 3 22 -6 19 23 8 -10 -11 13 14 -14 -15 18 -17 17 -19 -20 24 21 -23 -24 29 26 -27 -28 -29 -30 -31
leaf_value=-0.022028509190172969 0.018599949456900782 0.00041661609384675401 -0.01081493642024778 -0.005519122290283617 -0.0031910134252210571 -0.025369101071611985 -0.051994729410233427 -0.01415721202697663 -0.00015323115052703356 0.0014609780026590361 -0.050064973936184629 -0.012390496695851835 0.0011066593361656017 0.0175974182850482 -0.0095428837914908315 0.043983709120713727 0.0050716185756172205 -0.030452729215876526 0.00093590330633015555 0.050925562141796235 0.039750123798384197 -0.023909644560193136 -9.4081378989362079e-05 -0.06681622236993659 -0.078479986590891379 -0.037351569409157459 -0.011915737286671058 0.0094690259409055486 -0.02347529049407009 -0.013722814469590066
leaf_weight=950.47322709113359 382.96790607273579 42.826418206095695 12085.917314015329 1897.5302582979202 5200.4444376528263 37.518512725830078 174.40845313668251 1045.9964727833867 33235.779696844518 24472.634040310979 16.446577109396458 528.94680247455835 148.71884551644325 99.884362079203129 436.1522146910429 23.957995757460594 6021.568308532238 40.350343778729439 52169.933156043291 15.699453979730608 74.886624559760094 19.100959718227386 4955.0046681687236 10.941945955157278 7.6118991002440444 51.671714998781681 158.51026520133018 82.439757265150547 7.9952389001846305 49.878216475248337
leaf_count=5427 1679 218 54567 7662 21930 192 1425 4710 136262 98386 77 2439 798 504 1940 112 24521 164 214596 90 328 86 20725 63 40 269 795 417 52 318
internal_value=-0.000682275 -0.000481824 -0.0016243 -0.00655548 -0.00852135 -0.0160948 -0.0209012 0.000388519 -0.000580517 0.00172505 -0.0163211 0.00112217 -0.0188984 0.00803148 0.000736728 -0.00994774 0.00445034 0.00483516 0.000849025 0.00117528 0.0109788 0.0268126 -0.00159633 -0.0445689 -0.00987444 -0.0202351 -0.0149658 -0.00142705 0.0258207 -0.0232747
internal_weight=144446 142592 83276.3 24138.9 17286.4 1854.51 1450.75 59137.4 34281.8 24855.6 1215.52 59315.4 1099.19 116.331 53159 552.905 6156.42 6061.92 52606.1 403.763 213.946 93.9876 6852.53 235.229 189.817 94.4981 166.122 119.958 23.6947 60.8202
internal_count=600792 590180 345921 104884 76497 10612 8612 241037 140972 100065 6806 244259 6225 581 219087 2551 25172 24685 216536 2000 1023 414 28387 1806 977 487 835 609 142 381

Tree=128
num_cat=0
split_feature=18 8 6 0 6 17 0 51 6 28 6 28 28 17 6 51 6 16 27 17 24 33 33 17 45 6 8 17 24
split_gain=113.194 64.1563 77.2617 340.012 118.765 80.0862 35.6109 32.9702 22.4863 19.4064 33.8424 19.3164 20.2025 17.5025 22.5954 15.4739 13.8639 11.644 11.4434 9.60804 9.08986 9.08892 8.75733 8.10117 8.61333 7.45259 7.88423 6.72562 4.33029
threshold=-0.021510399878025051 0.011339744087308647 -0.0032315243734046812 -0.0022947916295379396 -0.0032315332209691401 -0.93323016166687001 -0.00049103613127954293 -0.24693021923303601 0.31772449612617498 -0.0052126110531389705 -0.0032315860735252495 0.062031606212258346 0.0015170393744483592 -0.89186540246009816 0.28219257295131689 -0.325318694114685 -0.0032315218122676011 -0.082837138324975954 0.0029211309738457207 -0.59947019815444935 0.18771473318338397 0.24418096244335177 -0.40393321216106409 0.086946342140436186 -0.00056413860875181843 -1.6276181936264036 -0.023326321505010125 -0.19529044628143308 -1.8082836866378782
left_child=9 2 3 7 -5 6 -4 -2 -7 22 17 12 16 14 -13 -14 -3 -11 21 -15 -20 -12 23 27 -25 -24 -27 -1 -19
right_child=1 11 5 4 -6 8 -8 -9 -10 10 18 13 15 19 -16 -17 -18 28 20 -21 -22 -23 25 24 -26 26 -28 -29 -30
leaf_value=0.025402487038825045 -0.0026199181259056628 0.0016069570940314773 -0.0031816838372472991 -0.018822125831198373 -0.0068212247942531735 0.0028820322851112181 -0.032575732952226863 0.0010087837661303058 -8.7339968671250361e-05 0.046333738714988727 -0.01772342816016333 0.014189435043810459 0.017153827346273232 0.0040087754954881913 -0.023852127593034612 0.0038930491908205 -0.0030370574142472291 0.0066206912208716193 -0.010009121555626582 -0.0013060662249364048 0.024883989884088055 0.02917545968661895 0.052257139902789622 0.017107445164477056 0.12216590190847963 0.035512487119764305 -0.026354373493276639 -0.053990445493046206 -0.044861532457897521
leaf_weight=25.216247662901878 13645.985580697656 23383.503972396255 245.89069165289402 4925.0402899235487 7473.4697616100311 13071.528787240386 374.14718320220709 26556.189728751779 30847.145125336945 5.3453810289502135 1020.5190030410886 73.440141096711159 327.60834416747093 1440.5210546255112 239.56535030901432 9589.0999127328396 2568.3855771869421 6.0588824972510329 72.755376376211643 8165.2456937283278 42.62228786945343 15.096183218061922 6.7682006061077109 5.2792284786701202 6.0049916356801969 9.1007494777441007 40.048134997487068 4.5315342545509365 201.15777467191219
leaf_count=110 55683 94700 1040 23937 32310 53458 1865 108320 129257 36 6303 305 1359 5799 1127 39032 10495 47 429 32848 245 84 29 23 26 38 168 20 1699
internal_value=-0.000641861 -0.00047204 -0.00134479 -0.00290186 -0.0115883 0.00049413 -0.0209188 -0.000222921 0.000796435 -0.0172608 -0.019105 0.00137953 0.00202758 -0.000964 -0.0149265 0.00433113 0.00114735 -0.0411008 -0.0150429 -0.00050903 0.00288093 -0.0170398 0.00867722 0.0297284 0.0730152 -0.00677014 -0.0148987 0.0133084 -0.0433562
internal_weight=144387 142927 97139.4 52600.7 12398.5 44538.7 620.038 40202.2 43918.7 1460.5 1363.55 45787.4 35868.6 9918.77 313.005 9916.71 25951.9 212.562 1150.99 9605.77 115.378 1035.62 96.9491 41.032 11.2842 55.9171 49.1489 29.7478 207.217
internal_count=600792 591535 405870 220250 56247 185620 2905 164003 182715 9257 8843 185665 145586 40079 1432 40391 105195 1782 7061 38647 674 6387 414 179 49 235 206 130 1746

Tree=129
num_cat=0
split_feature=18 7 48 34 3 7 0 1 6 2 16 7 0 24 11 17 28 7 34 21 6 17 47 3 1 45 45
split_gain=101.302 64.3056 82.384 72.7776 41.6577 30.7611 31.0035 17.7893 27.2749 17.341 16.3522 21.9596 21.2674 18.4014 17.4237 16.1123 13.4516 13.2705 10.174 11.3567 9.99732 9.16633 9.80068 7.85079 6.61362 6.44301 4.35563
threshold=-0.021510399878025051 -0.0086706425063312036 -1.0866807401180265 1.3685106635093691 -0.0064819867257028809 -0.01694297511130571 -0.027736733667552468 -0.0037464592605829235 -0.0032315653515979643 -0.0042961786966770879 0.020770533010363582 0.016659101471304897 0.00084248839993961166 2.1904883384704594 0.026686859317123893 -0.93323016166687001 0.050098339095711715 0.04844349995255471 1.3778149485588076 -0.19679406285285947 -3.0331621170043941 0.27688121795654302 1.0000000180025095e-35 -0.0085402638651430589 -0.0038918899372220035 -0.017140575684607025 -0.00056413860875181843
left_child=7 2 3 4 -2 15 -7 20 18 -5 13 12 -12 17 -15 -4 -13 -3 19 -9 -1 25 -23 -22 -25 -10 -20
right_child=1 10 5 9 -6 6 -8 8 21 -11 11 16 -14 14 -16 -17 -18 -19 26 -21 23 22 -24 24 -26 -27 -28
leaf_value=0.078411633080238755 -0.0021485015511564474 0.0036557666881686965 -0.0094730431121250111 -0.056540105057610666 -0.0098793000468903169 0.008843148713143947 -0.0045694657140041726 -0.029815231542888995 0.014411440787023307 -0.024128031274711588 -0.003977445972986912 0.0018540078906041603 0.0011576160138944184 0.0080002600276434868 -0.023035038705829475 -0.00014788688240658697 -0.00082352962317517654 -8.3222982745709961e-05 -0.028962716775123531 0.011348656289054727 0.056364249659111951 -0.0034084440867571237 0.0726490780059795 -0.012244329523200908 0.016434801249446566 -0.017049629362766449 -0.051581923156106303
leaf_weight=6.0815153121948233 6054.2602489516139 13526.465400017798 675.08362886309624 68.504923470318317 4285.4464729726315 660.76994153857231 10160.114190213382 180.09634650498629 24.190598152577877 448.28820694983006 7028.6073382049799 24950.150237724185 4947.239051759243 98.545344188809395 192.01005955040455 55947.831262588501 9262.1856378167868 4572.4477482289076 43.474407732486725 27.860522493720055 8.3527783900499326 158.49991942197084 6.3433151543140402 95.501368507742882 41.537989780306816 749.12470805644989 103.876913651824
leaf_count=26 26972 55720 3078 404 20500 2700 42610 1348 147 2437 29815 101143 20971 403 824 228114 37337 18507 397 169 35 922 28 434 190 4568 993
internal_value=-0.000603949 -0.000444091 -0.00160008 -0.00645092 -0.00535265 -0.000819231 -0.00375043 -0.0164109 -0.0186892 -0.0284245 0.00095754 0.000355095 -0.00185614 0.00247068 -0.012509 -0.000259066 0.00112913 0.00271116 -0.0328468 -0.0243004 0.00304329 -0.0133273 -0.000481683 -0.000109246 -0.0035514 -0.0160655 -0.0449084
internal_weight=144323 142878 78300.3 10856.5 10339.7 67443.8 10820.9 1444.94 1293.47 516.793 64577.7 46188.2 11975.8 18389.5 290.555 56622.9 34212.3 18098.9 355.308 207.957 151.474 938.159 164.843 145.392 137.039 773.315 147.351
internal_count=600792 591535 326815 50313 47472 276502 45310 9257 8572 2841 264720 189266 50786 75454 1227 231192 138480 74227 2907 1517 685 5665 950 659 624 4715 1390

Tree=130
num_cat=0
split_feature=12 7 34 6 8 9 1 28 16 9 9 25 7 49 16 7 2 28 19 2 33 33 1 48 45 55 16 8 8 16
split_gain=89.5821 52.2217 73.9579 72.332 44.6934 63.4903 38.799 37.2508 22.9127 21.0851 19.9398 19.0026 15.899 14.0949 13.7527 12.9939 12.5633 12.1496 12.0454 11.829 11.6466 10.9565 10.917 10.8956 13.6712 10.7237 9.69265 8.15558 4.20047 1.83801
threshold=-0.29334390163421625 -0.0086706425063312036 1.3778149485588076 -0.0032315314747393127 -0.030076922848820683 -0.03196220472455024 -0.0037464592605829235 0.01434131618589163 -0.1068240739405155 -0.0052389253396540872 0.00028493769059423363 1.1100611090660097 -0.028472605161368843 0.53361032903194439 0.017632937990128997 0.010825692676007749 -0.0042961786966770879 -0.0043906474020332089 -0.022385773248970505 -0.0042961786966770879 -0.32697629928588862 -0.40019361674785608 -0.0038918899372220035 -1.0866807401180265 -0.0076249144040048114 -0.047167416661977761 0.010410226415842773 0.00057943796855397533 -0.0085568302311003191 -0.014176202472299336
left_child=6 2 4 17 8 -6 18 9 -2 12 -11 14 -8 25 21 -16 -5 -4 20 -15 22 -3 -1 24 -13 -9 -25 -22 29 -20
right_child=1 11 3 16 5 -7 7 13 -10 10 -12 23 -14 19 15 -17 -18 -19 28 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0046831829546069188 -0.0014372171904752722 -0.0035839970392206833 0.056183696170708876 -0.075805909578555042 0.001952624169360706 -0.00422572631090074 0.055066620915298257 0.012240470866596015 0.0013855244856716571 -0.028934099638902477 -0.01381007988669666 0.017620762212123907 -0.0099718559694991667 0.12890553398853744 -0.0011457020866186105 0.0014286982114486112 -0.0031869716014211362 -0.030468515354219752 -0.044995994942060046 0.025458138065643229 0.033053671464657187 0.0034715400930981459 0.01604758371087291 0.0021676871100274318 0.00034319574670973763 -0.012596520050290704 -0.0032338916262909237 -0.0016518962326742925 -0.0092714307651269538 -0.094270105620087433
leaf_weight=988.5230575054884 17550.244744032621 843.42095652967691 5.8790990114212027 8.6517122536897642 7912.4828147441149 24615.611134961247 13.900212526321409 118.06746733933687 25241.179212994874 741.16503940522671 544.29180714488029 223.66001754999161 509.4757454842329 4.4202027469873419 9044.6794231534004 32135.328252345324 985.90149754285812 634.50393260270357 4.7174607962369928 39.897769220173359 58.532027930021286 13084.850328929722 100.77065558731556 1460.8130972534418 627.23774309456348 133.16838022321463 6595.3146388679743 41.771739885210991 5.4655130654573432 6.4535222202539453
leaf_count=4338 71435 3527 24 46 32260 107358 61 508 102765 4594 2758 949 2557 19 38620 130302 4211 3702 20 181 241 53570 443 5924 2729 599 26849 170 23 28
internal_value=-0.000496366 -0.000267253 -0.00132052 -0.0139455 -0.00104647 -0.00272284 -0.0102522 -0.0151699 0.00022782 -0.0183967 -0.0225302 0.000998907 -0.00824452 0.00457871 0.00141451 0.000863263 -0.00381869 -0.029673 -0.00167292 0.0357758 -0.000963866 0.00304429 -0.00276538 -0.00157242 0.00488464 -0.000924457 -0.00225443 0.0186005 -0.0523737 -0.0734618
internal_weight=144280 140970 76954.5 1634.94 75319.5 32528.1 3310.62 2104.39 42791.4 1808.83 1285.46 64015.3 523.376 295.554 55108.3 41180 994.553 640.383 1206.23 44.318 1189.6 13928.3 1089.29 8907.03 850.898 251.236 8056.13 100.304 16.6365 11.171
internal_count=600811 584271 321801 7983 313818 139618 16540 11277 174200 9970 7352 262470 2618 1307 226019 168922 4257 3726 5263 200 5192 57097 4781 36451 3678 1107 32773 411 71 48

Tree=131
num_cat=0
split_feature=47 6 28 23 6 8 9 1 1 28 25 1 26 6 9 28 17 17 48 4 46 3 31 9 50 25 26 48 20 47
split_gain=82.0272 78.792 107.401 46.9815 47.831 31.5799 38.9096 51.5706 60.5145 17.7453 17.2164 14.3483 15.7762 13.8486 13.8166 13.4213 38.4814 26.2903 11.3611 10.7925 10.7636 10.6482 10.2123 19.1963 11.9988 10.4494 9.44498 9.31555 13.7203 12.8626
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0043148747645318499 -0.00081480768858455111 -0.0032315407879650588 -0.0017410112195648251 0.012030282989144327 -0.0037464592605829235 -0.0036749573191627856 -0.091453064233064638 1.1282822489738467 0.055551216006278999 0.4650475680828095 1.8221138119697573 0.34080110490322119 0.039263965561985976 -0.89186540246009816 -0.72142368555068959 -1.0866807401180265 -0.029785777442157265 0.0039160647429525861 -0.041278971359133713 0.57581380009651195 -0.052930634468793862 -0.85913091897964466 1.2280569672584536 -0.072804328054189668 -1.4635246396064756 -0.02146142907440662 -1.9132293462753294
left_child=1 2 11 4 -4 6 7 9 -9 -2 15 12 -1 14 -8 17 -17 -7 20 -13 -12 -5 23 24 -3 -25 -15 29 -29 -24
right_child=5 22 3 21 -6 10 13 8 -10 -11 18 19 -14 26 -16 16 -18 -19 -20 -21 -22 -23 27 25 -26 -27 -28 28 -30 -31
leaf_value=0.00039084727798184609 0.0038954428272092506 -0.0003898771443705844 -0.023769434347182875 0.15716118415697136 -0.010577912248037717 0.0074725820309555577 0.00027258776631582289 -0.010489284485504185 -0.0024094014365340041 -0.00057341194844738055 0.005246977443394793 0.1103535744889662 -0.008813106834460285 -0.010129986516398917 0.0045210093883912813 -0.01906441702676279 0.0003941129701418712 0.0016230555810121895 -0.002392053387598602 0.018703722194435453 0.061844082043691878 0.013845473465011185 0.037498787507353866 -0.0065449268083972818 0.016243179812457553 0.0050895020729475691 0.0088110184247775329 -0.0025725084823026291 0.0058160708278479053 0.006771933579117739
leaf_weight=2891.3509494811296 3676.2929492294788 353.24675127863884 1863.9412949755788 1.8872768580913533 2109.2645376846194 3028.9699529707432 21467.460218608379 4029.2759313583374 19421.301989473403 24631.245589591563 553.2378330975771 6.7347584813833263 872.8188848644495 103.21700090169907 3161.6611884981394 379.15527553856373 10446.546579167247 31863.32355517149 6310.5784092396498 14.769244223833082 12.367261946201323 168.19714687764645 58.311900250613689 1924.9752922579646 279.80779623985291 324.80048000812531 1158.8923605009913 1449.4144965112209 1361.0583101809025 308.62197905033827
leaf_count=11973 14790 1447 11837 8 10299 12567 87733 17607 82273 101783 2314 28 3675 423 12708 1744 42111 129661 25551 62 53 762 270 8590 1154 1423 4787 6024 5648 1506
internal_value=-0.000466932 -0.00483289 -0.00876959 -0.0154445 -0.0167664 2.0074e-06 -0.000766908 -0.00171685 -0.00379769 6.9571e-06 0.00113722 -0.00146413 -0.00174332 0.00113209 0.000817961 0.00155822 -0.000287395 0.00213085 -0.00166191 0.0474072 0.0064845 0.0154357 0.000317722 -0.00226808 0.00696187 -0.00486526 0.007262 0.0026638 0.00148992 0.0116549
internal_weight=144233 13989.2 7928.96 4143.29 3973.21 130244 77649.3 51758.1 23450.6 28307.5 52594.2 3785.67 3764.17 25891.2 24629.1 45718 10825.7 34892.3 6876.18 21.504 565.605 170.084 6060.24 2882.83 633.055 2249.78 1262.11 3177.41 2810.47 366.934
internal_count=600811 64706 38644 22906 22136 536105 322104 216453 99880 116573 214001 15738 15648 105651 100441 186083 43855 142228 27918 90 2367 770 26062 12614 2601 10013 5210 13448 11672 1776

Tree=132
num_cat=0
split_feature=19 23 28 6 17 48 21 6 9 1 9 20 33 23 5 17 9 17 1 9 33 28 45 51 28 47 25 4
split_gain=74.8271 43.9038 141.382 247.684 51.9963 34.135 34.0206 22.494 23.0424 22.3415 22.029 21.2347 20.5624 21.4817 19.8272 17.0831 16.868 16.6942 15.1044 14.6679 12.8767 12.1678 11.7159 10.8933 8.36526 8.2519 6.83609 4.56608
threshold=-0.023794963955879208 -0.0014371092547662554 -0.0043495516292750827 -0.0032315314747393127 -0.89186540246009816 -2.5940562486648555 1.4956800341606142 0.19465310126543048 -0.043027501553297036 -0.0037464592605829235 -0.013585712760686873 0.098132677376270308 -0.39253015816211695 -0.0014371092547662554 1.0777222514152529 -0.32443965971469874 0.040373245254158981 -0.93323016166687001 -0.0037464592605829235 -0.57013636827468861 1.2510852217674258 0.016653128899633888 0.0011217813589610162 -0.15769149363040921 -0.0080846687778830511 1.4361547231674197 0.060077833011746413 -0.010772887151688336
left_child=5 2 6 9 -5 23 14 8 21 -4 15 -8 18 -14 -2 22 -10 20 -12 -19 -9 -3 -7 24 26 -17 -1 -26
right_child=1 7 3 4 -6 10 11 17 16 -11 12 -13 13 -15 -16 25 -18 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29
leaf_value=-0.038960230756429987 3.0892332400057649e-05 0.0014507200053930545 -0.0096859709102138907 -0.015814053978613827 -0.00096764694583855533 0.016057872204563242 0.016043018446207941 -0.056007055744597842 0.0071358599169094143 -0.017947503292333831 -0.005464380973009832 -0.0055208895524958583 -0.0085784564132244025 0.013955440323846872 0.0042630964619819458 -0.0045228053074064254 0.0021481199646370898 0.0070290688656714402 -0.017942044200314033 0.00027632938543149875 -0.011026237993256031 -0.0059812555197913675 -0.050710705304369885 0.090451188278174235 -0.0049871857632764645 -0.046663710885325366 0.053093390161029194 -0.037802118515207123
leaf_weight=4.871414512395857 51012.144114270806 2551.8532103300095 1633.7609462141991 888.59488588571548 19177.071030437946 262.63081207871437 788.654938980937 26.531016439199448 4997.0131109058857 4227.9427440091968 505.65888537466526 207.69084414839745 522.93438728898764 214.88213615119457 4322.7119433879852 293.1663470864296 4771.9451839625835 1189.3959719091654 1129.1311614364386 43874.883250720799 167.93958392739296 1150.6538098305464 9.8144691139459592 2.6125223115086547 16.483078822493553 17.740449026226997 7.1917673051357269 206.60758335143328
leaf_count=23 207242 10324 7615 4119 80358 1113 3335 128 20520 21658 2286 836 2629 953 17562 1235 19250 4777 6182 181331 777 4615 42 23 119 72 31 1656
internal_value=-0.000439285 -0.000233563 -0.00112821 -0.00479472 -0.00162511 -0.009521 0.000559367 0.00101949 0.00317177 -0.0156449 -0.00776175 0.011548 -0.0103301 -0.00201567 0.000361509 0.00268418 0.00469945 0.000378857 -0.0140826 0.000454557 -0.0171628 -0.000858967 0.0136526 -0.0313924 -0.0327461 -0.00692738 0.0159198 -0.0353776
internal_weight=144183 140989 82258.6 25927.4 20065.7 3193.73 56331.2 58730.2 13471.5 5861.7 2955.96 996.346 2372.61 737.817 55334.9 583.352 9768.96 45258.7 1634.79 45064.3 194.471 3702.51 272.445 237.766 235.154 310.907 12.0632 223.091
internal_count=600811 584447 342725 113750 84477 16364 228975 241722 54709 29273 14512 4171 12050 3582 224804 2462 39770 187013 8468 186108 905 14939 1155 1852 1829 1307 54 1775

Tree=133
num_cat=0
split_feature=12 23 23 6 21 2 8 29 21 6 28 28 23 5 8 11 19 23 17 0 6 28 49 5 0 51 5 18 26
split_gain=67.5256 41.7671 131.601 104.924 70.6003 30.6979 33.4692 22.4563 21.221 18.9721 23.4045 16.8192 24.5624 16.2341 15.6752 14.2651 13.3231 12.5827 12.5081 12.272 12.0091 11.3665 13.3864 10.7743 10.6426 10.1629 9.6537 7.97337 1.88097
threshold=-0.29334390163421625 -0.0014371092547662554 -0.001615132321603596 -0.0032315271673724051 -0.20147503167390821 -0.0046504966448992482 -0.010413152631372212 -0.24069976061582563 -0.15879762172698972 0.1221495568752289 -0.014341590460389851 0.82581356167793285 -0.046635374426841729 1.0606365799903872 -0.019457849673926827 -0.80956235527992237 -0.022280828095972535 -0.0014371092547662554 -0.93323016166687001 -0.023687313310801979 1.1568655371665957 0.016653128899633888 0.30699609220027929 2.1832678318023686 -0.0022947916295379396 0.05229653604328633 -0.14401508122682569 -0.020242396742105481 1.3073041439056399
left_child=5 2 11 4 -4 16 8 -5 14 10 24 13 -13 -2 -7 -10 17 27 25 -12 -19 26 -23 -20 -3 -11 -8 -1 -18
right_child=1 9 3 7 -6 6 21 -9 15 18 19 12 -14 -15 -16 -17 28 20 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0061824703896552185 0.00018911201083736067 -0.00083805884732668812 -0.011719813287545823 0.0067378761639881437 -0.0016960435982466379 -0.01051022822984367 0.060839460349978447 -0.0017010286783836058 0.097487098461353477 -0.056848294927813001 0.040595181909159513 -0.049569377992875287 -0.0038705403111397784 0.0037050199246459452 -0.025190262112754099 0.00087188807903941068 -0.046584631699009775 0.018973163619791795 0.00071474376010719984 0.0052007371450588265 -0.016617727904760293 -0.0011471130656799144 0.034227505487039726 -0.0059919878065864312 -0.054061280566314963 -0.0099524005902558183 -0.0080440990792625192 0.0078756754327613237 -0.097945640665787537
leaf_weight=860.38988690078259 53063.754130497575 2850.6815485656261 8550.3982584849 1275.7666857764125 3592.3401398807764 368.22107450664043 7.4491599053144446 10302.246556594968 5.783542424440383 18.176187321543694 35.452479228377342 58.328929081559181 154.47524728626013 5190.2024388983846 906.50638481974602 112.83780306577682 5.8335158228874189 175.54661200940609 48000.6634555161 6677.4092342406511 42.36698317527771 108.33016718924046 59.752347931265831 878.09830221533775 13.589861810207365 196.32792861759663 436.8977555334568 174.73796840757132 4.5841215252876282
leaf_count=3901 216274 11566 41317 5351 14839 1834 31 42958 25 89 144 313 652 21187 5604 593 26 753 197861 27138 204 456 254 3625 55 902 2094 744 21
internal_value=-0.000413337 -0.000215482 -0.00108842 -0.00485778 -0.00875435 -0.00893806 -0.0135525 -0.000771156 -0.018691 0.00100736 0.00345019 0.000440858 -0.0163964 0.000502366 -0.0209497 0.00558249 -0.00161245 -0.00105066 0.000530814 0.00538766 0.0120535 -0.00186199 0.0114284 0.000594259 -0.00109058 -0.0139262 -0.00688932 -0.00380934 -0.0691853
internal_weight=144127 140858 82187.5 23720.8 12142.7 3269.24 2005.78 11578 1393.35 58670.4 9577.13 58466.8 212.804 58254 1274.73 118.621 1263.46 1253.04 49093.3 6712.86 217.914 612.429 168.083 48878.8 2864.27 214.504 444.347 1035.13 10.4176
internal_count=600811 584271 342891 104465 56156 16540 10891 48309 8056 241380 38903 238426 965 237461 7438 618 5649 5602 202477 27282 957 2835 710 201486 11621 991 2125 4645 47

Tree=134
num_cat=0
split_feature=12 7 47 28 28 8 13 21 17 25 16 28 25 7 26 16 16 28 5 7 21 35 8 19 44 55 48 27 26 9
split_gain=60.0103 37.6352 49.7655 53.1897 64.992 25.9578 34.1458 26.4815 24.3277 20.8927 18.8104 19.3259 15.2835 14.7407 13.6715 12.899 12.7617 12.0587 12.548 11.3442 11.0327 11.1935 10.967 10.5462 10.5222 9.979 9.37251 11.511 8.9469 7.06711
threshold=-0.29334390163421625 -0.0086706425063312036 -0.57347567379474629 -0.0042693959549069396 -0.0043148747645318499 -0.0081568323075771314 -0.0039383406983688465 -0.15943677723407743 1.2765947580337527 -1.0366232395172117 0.2165893837809563 -0.033404938876628869 1.1100611090660097 -0.010846059303730725 1.5636390447616579 -0.011826706118881701 0.017632937990128997 0.016653128899633888 -0.63234111666679371 0.04844349995255471 -0.17586541175842282 -0.19984982907772061 0.21317274868488315 -0.022777767851948735 1.0000000180025095e-35 -1.0941030979156492 -1.0866807401180265 -0.0036767809651792045 -1.8247658610343931 -0.044473528861999505
left_child=5 2 3 4 -2 6 7 23 -5 13 11 -4 16 -8 -11 -9 19 18 -7 -3 25 -22 -20 -1 -18 -19 27 -14 -28 -12
right_child=1 12 10 8 -6 17 9 15 -10 14 29 -13 26 -15 -16 -17 24 20 22 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0054947925712599812 -0.0017122835994315203 0.0037814965006755345 0.0019586109949673819 -0.00030757245324845492 -0.0095994585554937013 0.040793990039667431 -0.031530201977882866 0.002861462636869963 0.011863083906885117 -0.010593097612742106 -0.03426927511387276 -0.00082224613593777341 0.014773647497943561 0.016757959670129972 -0.037127875703525361 0.046047305756633211 0.00092970544826842516 -0.0086780861231172991 -0.0059352512593288335 -0.00021918509295542989 -0.036586740110766604 0.010959596616387481 0.06397302221749418 -0.040803305321070793 -0.0035441643295371418 0.033805962661000881 0.030266301564085378 -0.00021250045385095816 -0.0021910564807931746 0.012282929808908419
leaf_weight=923.72538438439369 7810.0092387497425 10560.294717475772 11383.366515025496 6293.9018167704344 7254.9925742521882 22.2680634111166 409.49445655941963 46.884094759821892 652.55904501676559 829.18691385537386 12.016768097877501 42910.974091075361 270.60663598030806 24.097523182630539 76.337151736021042 53.096516847610474 39182.487367548048 25.184157609939575 624.76413110643625 3364.5118824839592 25.529090285301208 59.069088064134121 8.1843771487474424 31.491814941167831 1988.5770586133003 94.931194886565208 30.69071689248085 579.98424383997917 8021.6469481736422 509.5124980956316
leaf_count=4258 32234 43452 45831 26889 35067 91 2672 195 2869 4731 49 176729 1146 121 442 227 160678 104 2773 13645 106 251 33 141 8244 395 132 2532 32641 2133
internal_value=-0.000388864 -0.000202722 -0.00109795 -0.00350778 -0.00551058 -0.0084441 -0.0116556 -0.00358373 0.000835754 -0.018016 -0.000130278 -0.000239211 0.000871957 -0.0288465 -0.01283 0.0257961 0.00124468 0.000497584 -0.00347389 0.00281485 0.0132089 -0.0033884 -0.0050313 -0.00665885 0.000713616 0.0248985 -0.00143463 0.00455519 -0.00206735 0.0112103
internal_weight=144080 140826 76827.3 22011.5 15065 3254.24 2394.31 1055.2 6946.46 1339.12 54815.9 54294.3 63998.8 433.592 905.524 99.9806 55095.9 859.93 655.217 13924.8 204.714 84.5982 632.949 955.217 41171.1 120.115 8902.93 850.591 8052.34 521.529
internal_count=600811 584271 321801 97059 67301 16540 12787 4821 29758 7966 224742 222560 262470 2793 5173 422 226019 3753 2897 57097 856 357 2806 4399 168922 499 36451 3678 32773 2182

Tree=135
num_cat=0
split_feature=48 12 33 23 0 6 7 1 31 22 47 48 6 17 34 11 9 27 19 45 8 9 27 6 27 17 3 55 33 9
split_gain=62.1595 35.7297 36.3414 30.3786 90.34 173.906 23.8346 30.4799 20.9698 20.397 22.061 18.8878 24.0598 17.7754 17.0513 12.7674 11.837 13.2273 11.3877 11.3414 11.0806 10.9906 9.72274 9.71624 9.5407 8.99571 7.63591 6.76175 10.6835 6.62654
threshold=-2.2172124385833736 -0.29080538451671595 -0.38968080282211298 -0.0014371092547662554 -0.0024267609696835275 -0.0032315314747393127 -0.010846059303730725 -0.0037464592605829235 0.46730914711952215 0.2290243208408356 -1.2433525025844572 -0.70983687043189991 0.25583936274051672 -0.93323016166687001 1.3539201617240908 0.74514839053154003 -0.027195453643798825 0.014809318352490665 -0.023896669037640091 0.00071126307011581968 0.001184461987577379 -0.51240262389183033 -0.00025132688460871572 -1.0940936207771299 -0.020844462327659127 0.46502691507339483 -0.0099229528568685037 -1.0721731185913084 -0.40618182718753809 0.006047409027814866
left_child=6 2 8 4 13 -6 7 16 20 10 -4 12 -5 -3 22 -16 25 -18 27 -10 -2 -13 -9 -11 29 -1 -26 -8 -29 -20
right_child=1 3 9 11 5 -7 18 14 19 23 -12 21 -14 -15 15 -17 17 -19 24 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.05389633650421595 -0.0084547753429348761 0.012915632270382543 -0.028118618767503555 0.0086717451962931291 -0.013402589520352936 -0.0011432956201730612 -0.062309722070837577 -0.022096196227684863 -0.016113147145071255 -0.0075599712632751451 -0.0015156431401660618 0.0051882430580584091 0.0017321210050558233 0.00051246929949438284 -0.049242756415085402 -0.015885030307930377 -0.0026127316197546505 -0.074173392206377753 -0.01283383169885861 -0.03788869321762324 0.0085923797706430622 0.00040491026416155642 -0.0069965018739743187 0.01062406235757463 0.056159503085458147 -0.022311252702782825 0.004958594793352907 0.059984793085279847 -0.021231549079281532 -0.094133832333494191
leaf_weight=22.320578962564472 1276.6113443672657 419.13963498175144 131.63803052902222 2421.2642168998718 5287.2381030321121 19637.617313094437 11.929192632436751 506.20102503150702 666.789505854249 125.53596365451813 760.71072142571211 1795.4452497363091 6993.2338208407164 54926.138592004776 121.96635557711124 62.458154372870922 344.18212182819843 9.5569541305303556 10.448609821498392 98.873248063027859 153.8036440461874 46920.352523550391 220.33888050913811 672.32445152103901 10.805284962058066 7.4332542568445197 354.80939149856567 6.4719730615615836 58.856742441654205 5.5137503743171683
leaf_count=94 6215 1838 733 10014 25712 82643 75 3363 3354 512 3298 7222 30358 223026 1185 478 1659 46 52 479 643 191298 1333 2868 53 31 1779 39 363 25
internal_value=-0.000285613 -0.000147254 -0.0058212 1.20706e-05 -0.000744397 -0.00374382 -0.011514 -0.015679 -0.0109114 0.000792401 -0.00544008 0.00105665 0.00351689 0.000606401 -0.0216527 -0.0379457 -0.00148888 -0.00454608 0.00023613 -0.0189251 -0.0066218 0.000581202 -0.0175169 0.00776297 0.00448939 0.0348578 0.00647177 -0.0207707 -0.0131856 -0.0409166
internal_weight=144040 142287 3886.29 138400 80270.1 24924.9 1753.29 1294.46 2196.08 1690.21 892.349 58130.3 9414.5 55345.3 910.964 184.425 383.493 353.739 458.835 765.663 1430.41 48715.8 726.54 797.86 381.577 29.7538 365.615 77.2579 65.3287 15.9624
internal_count=600788 590213 18102 572111 333219 108355 10575 8189 10691 7411 4031 238892 40372 224864 6359 1663 1830 1705 2386 3833 6858 198520 4696 3380 1909 125 1832 477 402 77

Tree=136
num_cat=0
split_feature=48 47 50 12 8 23 0 7 1 49 11 34 19 12 8 11 55 9 27 19 20 8 3 17 27 17 35 9 8 24
split_gain=55.4419 32.3753 28.4379 27.1836 29.2297 23.1083 68.6622 21.4309 27.632 20.6069 17.3903 16.0684 16.0195 14.8239 16.0707 12.2467 12.0286 10.4026 12.1031 10.2127 10.3667 14.6812 9.22719 8.98988 8.84512 7.85438 7.2977 7.25586 4.9105 6.05869
threshold=-2.2172124385833736 -1.9132293462753294 0.4223229736089707 -0.29080538451671595 0.013229621108621361 -0.0014371092547662554 -0.0024267609696835275 -0.010846059303730725 -0.0037464592605829235 1.7799885869026186 -0.6624460220336913 1.3539201617240908 -0.023291864432394501 -0.0090879793278872949 -0.055818339809775346 0.74514839053154003 1.414014518260956 -0.027195453643798825 0.014809318352490665 -0.023291864432394501 -0.016941689886152741 -0.0096963797695934755 -0.0099229528568685037 -0.23433659970760343 -0.00025132688460871572 0.46502691507339483 -1.3446797132492063 0.064296014606952681 0.011339744087308647 0.88120031356811535
left_child=7 2 13 4 10 6 -5 8 17 23 -3 24 -7 14 -2 -13 -15 25 -19 28 22 -22 -21 -4 -10 -1 -6 -11 -9 -30
right_child=1 3 9 5 26 12 -8 19 11 27 -12 15 -14 16 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.050173767673609385 0.012066576400337937 -0.00021732536175014547 -0.0045551149421038332 0.0006068910987665786 0.067628374070752256 0.0084271601185851013 -0.0032524536481859951 -0.020903623239551535 -0.021053262746041409 0.090244753628989482 -0.0099520109946683866 -0.048086145547093805 0.00088813106698122602 0.001122120223442522 -0.014553721476459593 -0.015094788293842112 -0.041011378925824293 -0.0024584625878568043 -0.071922282519333733 0.08682201833203898 0.056265924165548653 -0.020416263639111906 0.0098343135595595054 0.023887415661038976 -0.0066029936399944504 -0.021058775482523183 0.0076255952379222312 0.022492173959229811 0.042108957583004467 -0.028790030953502826
leaf_weight=22.531088039278988 87.034827843308449 926.11619473993778 98.645488120615482 55001.048945993185 7.4084307104349127 1033.1721783280373 23766.82509945333 94.879390709102154 499.60816255956888 15.748456723988058 2304.6814791560173 117.54243496060371 56622.251648724079 487.329345472157 1317.4872561693192 61.804921180009842 25.678098738193512 343.84361197054386 9.2734228223562223 5.7337793856859198 10.10144282877445 81.56280492991209 248.37899290770292 67.298209324479103 219.48888726532459 7.40375792980194 485.25494210422039 8.9096760302782041 10.674869880080225 7.3108136951923361
leaf_count=94 357 4027 531 223442 30 4351 102515 580 3363 77 11076 1185 232510 2178 6650 478 108 1659 46 27 57 406 1235 345 1333 31 1980 36 48 33
internal_value=-0.000268787 -0.000138574 -0.00751876 -2.75587e-05 -0.00508562 0.000110493 -0.000557599 -0.0109136 -0.014897 0.0145846 -0.00716154 -0.0206499 0.00102323 -0.00971583 -0.0129041 -0.036717 -0.000986832 -0.00140382 -0.00428269 0.000216553 0.0053318 -0.0119659 0.0115715 0.00697971 -0.0166426 0.0325559 0.00852789 0.0657638 -0.0154547 0.01329
internal_weight=143995 142255 2108.13 140147 3723.46 136423 78767.9 1740.14 1281.5 190.602 3230.8 898.444 57655.4 1917.53 1404.52 179.347 513.007 383.052 353.117 458.642 345.777 91.6642 254.113 165.944 719.097 29.9348 492.663 24.6581 112.865 17.9857
internal_count=600788 590213 10282 579931 17113 562818 325957 10575 8189 989 15103 6359 236861 9293 7007 1663 2286 1830 1705 2386 1725 463 1262 876 4696 125 2010 113 661 81

Tree=137
num_cat=0
split_feature=48 7 3 47 50 34 7 8 2 3 17 16 17 35 11 11 28 7 8 15 2 23 21 5 45 17 17 50 46 49
split_gain=50.0579 36.4312 46.4575 22.7534 22.6183 21.7991 21.1399 39.9692 61.5118 16.5528 15.6668 14.4811 14.4724 17.4872 14.3903 14.3028 13.9851 13.911 10.4486 17.0913 10.317 9.31274 8.61086 8.88784 8.42371 8.62549 8.31544 9.6524 7.84279 7.60603
threshold=-1.8403685092926023 -0.010131627786904572 -0.0067052494268864385 -1.9132293462753294 0.45254778861999517 1.3778149485588076 -0.0086706425063312036 -0.028938822448253628 -0.0046504966448992482 -0.0062888159882277242 -0.44068811833858484 0.020770533010363582 -0.65251314640045155 1.427729666233063 1.0523633956909182 0.67195245623588573 0.82581356167793285 -0.1794432997703552 -0.073585081845521913 -0.06150075048208236 0.017620557919144634 -0.00095544932992197562 0.37555487453937536 1.1308134198188784 -0.0019158750656060872 0.057005077600479133 -0.24659271538257596 0.74532711505889904 -0.058801311999559396 -1.0526892542839048
left_child=1 2 18 4 12 9 7 17 -9 -4 16 -12 13 -2 22 -7 -8 -5 19 -1 -14 -20 28 -24 25 -16 29 -28 -3 -6
right_child=3 14 5 6 26 15 10 8 -10 -11 11 -13 20 -15 24 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0070495571635200774 -0.011553796814427487 -0.031502818945559521 -0.019064469455567386 0.0022673242227486089 -0.034527459862277524 -0.043359840610325322 0.0022519803913529962 7.6378260122823095e-05 -0.0052781776394841056 -0.0058792411209732456 0.0018749105560646815 -0.00063726485538732674 -0.0072423903432781806 -0.04235279091965416 0.02708026213183749 -0.017712219027528061 -0.009668934399083496 -0.00013386444155537438 -0.0059331901902538496 0.079605122489816674 0.011006143190335544 0.0081001344700676308 0.045508397641283595 -0.0074790220247618472 0.011728287838407582 0.10181483552752209 0.12219880936417302 0.029341570629616037 -0.0010233776509020966 0.015156010574716355
leaf_weight=123.72894318401814 267.52484983205795 31.37912130355835 809.5492092743516 11991.708074584603 13.70704974234104 162.18369814008474 23140.994976960123 17531.88628590107 13805.255700781941 594.4673336148262 11774.887079514563 27676.022602126002 1252.7677697241306 88.26273313164711 20.95201246440411 151.29914005100727 359.78914897143841 31505.718673825264 1019.6055615395308 12.907151132822035 122.43231186270714 204.35987609624863 28.329056516289711 19.065598495304585 173.77357111871243 7.5676717758178702 4.4438566267490378 43.273936167359352 966.1185033544898 58.158555842936039
leaf_count=510 1303 140 4989 48283 70 1570 95220 73399 60365 3382 47966 112806 5737 456 100 1102 1521 128759 5253 54 518 977 125 90 842 36 21 206 4701 287
internal_value=-0.000252881 -0.00660994 -0.0101151 -5.59697e-05 -0.0066648 -0.0166758 3.27917e-05 -0.000648844 -0.00228252 -0.0134818 0.000843094 0.000112542 -0.00840828 -0.0191943 0.00204086 -0.0309813 0.00206948 0.000528114 -0.00183335 0.0139034 -0.00561775 -0.00359011 -0.000794931 0.024193 0.0166884 0.046911 0.0185723 0.0379892 -0.0019822 0.0056798
internal_weight=143962 4325.29 3078.1 139637 1850.57 1717.5 137786 74834.6 31337.1 1404.02 62951.7 39450.9 1730.99 355.788 1247.19 313.483 23500.8 43497.4 1360.6 136.636 1375.2 1223.97 1044.89 47.3947 202.293 28.5197 119.583 47.7178 997.498 71.8656
internal_count=600788 23871 17837 576917 8598 11043 568319 310806 133764 8371 257513 160772 8014 1759 6034 2672 96741 177042 6794 564 6255 6230 5056 215 978 136 584 227 4841 357

Tree=138
num_cat=0
split_feature=26 6 6 6 17 6 53 8 4 6 6 20 28 38 8 27 29 17 49 33 35 55 17 46 15 5
split_gain=46.3261 32.1394 198.982 96.89 60.9374 44.9669 58.4196 31.3391 28.1267 20.9839 20.4858 22.5768 21.1283 15.4585 16.8597 13.8821 11.8781 10.7876 9.17661 10.413 8.41455 11.2854 8.37801 7.17303 5.62995 4.81183
threshold=-2.052433848381042 -0.0032315243734046812 -0.0032316836295649405 -0.0032315332209691401 -0.93323016166687001 0.4208949357271195 0.57454997301101696 -0.022528803907334801 -0.029785777442157265 -0.0032315860735252495 0.19465310126543048 -0.029505208134651181 -0.0041076710913330308 1.0000000180025095e-35 0.135169193148613 -0.016073192469775673 -0.24825445562601087 3.00213634967804 2.9130595922470097 -0.40207411348819727 1.2112014293670657 1.3029467463493349 1.003887474536896 -0.032821925356984132 0.02410996146500111 -1.3212617039680479
left_child=9 2 13 8 5 16 -7 -5 -4 17 11 -6 -12 15 -15 -2 -3 23 20 -20 21 -11 -22 -1 -21 -25
right_child=1 4 3 7 10 6 -8 -9 -10 18 12 -13 -14 14 -16 -17 -18 -19 19 24 22 -23 -24 25 -26 -27
leaf_value=0.075881973721485516 0.0019867209322385433 0.022165441447648614 0.0065527208246129887 -0.0089023688978128179 0.010192312160301776 -0.032351233072144207 0.026007994035115469 -0.0013108018373215633 -0.015281185554356942 -0.0087637150710420716 0.012173862341123389 0.0021846095558758554 0.00029580946883451652 0.0059838222024717119 -0.0043491720615354322 -0.00028224013140145375 -0.0042540050956757086 0.054454967219860449 -0.053674774694361646 0.13713879561098033 -0.027686129494702748 0.039442035656560813 0.02138133973859772 0.056513508375032821 0.032688693190198147 -0.040245290478965565
leaf_weight=1.9851118847727764 12422.508093744516 70.56334014236927 222.49983906745911 2905.4449541419744 1385.0518627911806 493.47716160863638 70.583038315176964 6000.7675393372774 4680.0973433032632 565.45744173228741 544.92067164182663 14934.44847369194 50557.875586673617 3175.1809633076191 692.42751702666283 44414.394781939685 464.83477027714252 4.7567481547594062 2.7144227996468544 3.6261889412999135 136.64802360534668 18.040966168045998 13.791613593697546 1.8750306740403164 3.8093622922897339 140.03721698373556
leaf_count=16 50449 299 1076 12761 5626 2536 328 25879 23972 3854 2356 60711 209491 13093 2919 180512 1943 39 21 22 1136 117 101 16 23 1492
internal_value=-0.000237927 -0.000152885 -0.00101536 -0.00751626 0.000785005 -0.0132267 -0.0250485 -0.00378737 -0.0142903 -0.0138634 0.00101349 0.00286423 0.000422468 0.000463438 0.00413388 0.000213673 -0.000772027 -0.0344438 -0.00975179 0.0469083 -0.0105354 -0.00727326 -0.0231878 -0.0373825 0.0836272 -0.0389669
internal_weight=143928 143035 74513.3 13808.8 68521.8 1099.46 564.06 8906.21 4902.6 892.742 67422.3 16319.5 51102.8 60704.5 3867.61 56836.9 535.398 148.654 744.088 10.15 733.938 583.498 150.44 143.897 7.43555 141.912
internal_count=600788 593951 310661 63688 283290 5106 2864 38640 25048 6837 278184 66337 211847 246973 16012 230961 2242 1563 5274 66 5208 3971 1237 1524 45 1508

Tree=139
num_cat=0
split_feature=12 33 6 6 6 23 8 21 6 6 43 53 6 22 48 6 20 28 12 9 24 0 4 2 6 31 28 45 51 47
split_gain=42.5746 35.6109 25.7448 151.412 67.2052 57.2358 39.1247 33.1444 32.0106 28.6495 27.3338 26.9933 24.9919 16.2857 16.3193 16.0941 19.8729 18.7952 15.1664 15.0699 10.609 10.1454 9.61831 9.42515 9.42272 9.24569 8.6835 7.92351 7.58223 7.08689
threshold=-0.29080538451671595 -0.38818599283695215 -0.0032315243734046812 -0.0032316836295649405 -0.0032315314747393127 -0.025395662523806092 -0.010062559507787226 0.68607407808303844 0.41130086779594427 -0.51025760173797596 1.9860955476760866 0.57454997301101696 -1.0670051574707029 0.2290243208408356 -0.70983687043189991 0.19465310126543048 -0.029505208134651181 -0.0041076710913330308 -0.28484129905700678 -0.015057789627462624 0.0071063390932977208 -0.0025170176522806282 -0.0065522496588528148 -0.0046504966448992482 -0.21571241319179532 1.0722190737724306 0.95413807034492504 -0.0021319893421605225 -0.34438146650791163 1.0000000180025095e-35
left_child=1 12 3 7 6 8 -5 24 18 -9 -6 -10 21 14 22 16 -7 -17 -4 28 -21 29 -3 -23 -2 -16 27 -15 -14 -1
right_child=2 13 5 4 10 15 -8 9 11 -11 -12 -13 19 26 25 17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022609259228585665 -0.00018045488307807391 -0.016615555921656044 0.048996690204738562 -0.015126531829486452 -0.0034771809287556473 0.0097390116530952781 -0.0045052860512827999 0.011906505701692311 -0.032585893906733943 -0.0023873489862580423 0.02131877668867516 0.017694613365085755 0.064400557550110551 -0.011347169445193797 -0.0011435996430606121 0.011810133335663985 0.0020148586529561818 0.00034273645589404046 -0.0057562839198233963 -0.019212288551866467 -0.010220027993622652 0.078499959465834671 0.022658315294902549 0.0040279333124066813 0.0018486525568900364 0.021888396966022728 -0.073125606968683476 0.0093286668610597541 -0.002127176892190919 0.022512901317985969
leaf_weight=316.73381175100803 46934.204231992364 362.71948654204607 19.133662223815918 3767.6633884422481 7341.1955496370792 1303.2481259256601 1867.3449355140328 1617.3503777235746 356.65073195844889 733.84662252664566 163.61136667430401 43.080867737531662 6.2939306646585456 73.576135858893394 443.91434364020824 519.94148202240467 15008.06276358664 49535.147372514009 378.30913671851158 1008.9290456622839 888.05677495151758 12.11638054251671 23.929851040244102 12.357718631625174 9993.084126740694 73.073511928319931 4.850062668323516 716.67091973125935 306.50126688182354 47.849150836467743
leaf_count=1390 190771 2046 83 19995 31718 5289 9045 6717 1846 3021 666 198 30 299 1835 2217 61019 204675 1584 5748 4944 52 122 59 40520 304 23 3068 1308 196
internal_value=-0.000223974 -0.00610604 -4.28716e-05 -0.000827608 -0.00665483 0.000803261 -0.0116068 0.000464068 -0.0151782 0.00744516 -0.00293661 -0.0271669 -0.0105218 0.000649463 -0.00486121 0.000995226 0.00263201 0.000461853 -0.00312037 -0.0129906 -0.0150026 0.00350083 -0.0141849 0.0408968 0.000175737 0.00211185 0.00691241 0.00740364 -0.000788534 0.000990478
internal_weight=143879 4297.57 139582 72418.3 13139.8 67163.6 5635.01 59278.5 797.174 2351.2 7504.81 399.732 2598.84 1698.73 903.637 66366.4 16311.3 50055.1 397.443 2209.78 1896.99 389.057 386.649 24.4741 56927.3 516.988 795.097 790.247 312.795 364.583
internal_count=600788 21424 579364 302453 61424 276911 29040 241029 3711 9738 32384 2044 13727 7697 4307 273200 66308 206892 1667 12030 10692 1697 2168 111 231291 2139 3390 3367 1338 1586

Tree=140
num_cat=0
split_feature=23 23 7 34 13 25 4 33 23 51 23 8 27 46 3 0 52 45 8 46 12 49 0 3 11 11 25 11 35
split_gain=42.0775 98.7112 38.3909 44.9682 25.4243 17.8992 17.401 19.4915 15.5949 15.3446 18.1185 18.1018 16.5426 15.6194 12.3289 9.60769 9.06012 8.72736 9.58906 10.0118 8.48423 8.05456 7.81244 17.2147 7.43148 6.30926 5.85712 5.59841 2.61896
threshold=-0.0014371092547662554 -0.001615132321603596 -0.0078469780273735506 1.3539201617240908 -0.0039383406983688465 -1.1251584887504575 0.0021023030858486895 -0.39396022260189051 -0.00095544932992197562 -0.32180273532867426 -0.0037716437363997097 0.01629697531461716 -0.0025956922909244891 0.013026009779423477 -0.076961260288953767 8.8015298388199894e-05 -0.7262325882911681 0.023632942698895935 -0.32043570280075068 -0.0034719507675617929 -0.30464540421962732 0.19368898123502734 -0.0213114945217967 0.12103267759084703 0.62932997941970836 -0.91986805200576771 1.1677186489105227 -0.32390482723712916 -0.1835183650255203
left_child=1 9 3 4 -3 -5 7 -4 17 11 12 15 -11 -12 -8 -1 -13 18 26 -20 21 27 23 -22 -24 -19 -2 -10 -27
right_child=8 2 6 5 -6 -7 14 -9 20 10 13 16 -14 -15 -16 -17 -18 25 19 -21 22 -23 24 -25 -26 28 -28 -29 -30
leaf_value=-0.0076544464413302151 0.015788669299528709 -0.0029265484148120495 -0.0085832549479266176 -0.034521968675501842 -0.0078872589312219289 -0.014410971057972517 0.057124369382457157 0.0024346700030941169 0.035867762937621284 0.000492795686577702 0.0017164691079261448 0.020886196364543374 -0.0020292793880116902 0.010511844064777868 -0.0045386608712838662 0.053119887277726811 0.0012598267558514573 0.017873136047700466 0.009168743576662931 0.00045313465942510963 0.016832136441960101 0.052494068997840121 4.1139099112045299e-05 -0.05163381752996675 0.0014208557532793215 -0.084961538798482103 0.049119968471000489 -0.058107010439284047 -0.029647342426761963
leaf_weight=1855.4551554396749 141.27483589947224 7711.7880464196205 663.48365480452776 195.65499044209719 7184.2033955603838 857.89297176152468 11.709211006760595 4487.8184498548508 2.5842838510870996 29826.224201716483 12689.364084988832 108.4537517875433 13645.938979580998 771.04132059216499 3762.0132372975349 9.4119293093681318 386.20461948215961 5.4710665643215206 1019.6778493672609 887.42520502209663 196.32823921740055 3.3672786876559249 32294.541042968631 14.175156921148298 24882.12856014818 6.6881032586097726 21.924845531582832 19.520279780030251 5.7142513990402195
leaf_count=7869 567 33901 2963 1514 34209 5061 48 18872 15 121406 51417 436 56273 3119 16076 40 1562 22 4190 3609 792 25 133014 57 102746 27 88 137 23
internal_value=-0.000367327 -0.00123068 -0.00440306 -0.00616633 -0.00531905 -0.0181458 -0.001252 0.00101557 0.000853926 0.000100216 0.000296716 -0.0046411 -0.000298885 0.00222029 -0.00434733 -0.00734772 0.0055629 0.00594726 0.00630767 0.00511314 0.000668675 -0.0339516 0.000684041 0.0122217 0.000641564 -0.0357995 0.0202665 -0.0471203 -0.0594761
internal_weight=143667 84166.7 24874.6 15949.5 14896 1053.55 8925.02 5151.3 59500.8 59292.1 56932.6 2359.53 43472.2 13460.4 3773.72 1864.87 494.658 2088.18 2070.3 1907.1 57412.6 25.4718 57387.2 210.503 57176.7 17.8734 163.2 22.1046 12.4024
internal_count=600078 354766 112644 74685 68110 6575 37959 21835 245312 242122 232215 9907 177679 54536 16124 7909 1998 8526 8454 7799 236786 177 236609 849 235760 72 655 152 50

Tree=141
num_cat=0
split_feature=48 23 23 6 6 20 28 17 17 0 6 48 25 43 15 12 0 25 17 14 16 9 12 33
split_gain=43.5893 33.5806 76.7794 68.4098 49.7734 23.5911 15.9892 34.1343 16.8382 13.654 24.9067 21.9094 13.3791 11.7067 24.3652 13.0357 10.5898 9.96552 8.98369 7.22549 13.9616 8.60471 6.9562 4.1089
threshold=-2.5940562486648555 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 -0.017526477575302121 -0.033404938876628869 -0.89186540246009816 -0.75267344713211048 -0.0010722504230216143 0.86733657121658336 -0.70983687043189991 -0.84910756349563588 1.0000000180025095e-35 0.13591424375772479 -0.29474903643131251 -0.026700210757553574 -0.95343661308288563 3.7556935548782353 0.027551462873816494 -0.0065961421933025113 -0.0080062984488904459 -0.0045129803474992505 -0.23858599364757535
left_child=12 2 6 4 -4 -5 8 -8 -2 10 11 -3 18 15 -15 -11 -14 -12 22 21 -21 -18 23 -1
right_child=1 9 3 5 -6 -7 7 -9 -10 13 17 -13 16 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.042996967828198708 0.0076065513707629399 0.0095572116747037472 -0.0015764636915043726 0.00076387571307646052 -0.010489052922622763 -0.004269232373546825 -0.011466264535048072 -0.00039451743751401974 0.00088556045323232707 -0.014222075908410785 -0.046496303272950942 0.0019497867112169751 0.090566921160281338 -0.0032730523728145998 -0.056356679153021665 0.00065669120930194919 0.004608901696317478 -0.011969587729402632 0.062384978630624498 0.099450014987028185 -0.0031385356819478385 -0.021839358373156766 0.043606128362710543 -0.011092501563746061
leaf_weight=112.16538509353995 1423.6829765737057 1642.3601801842451 3334.9742731302977 8689.2802284061909 6970.6671727076173 5458.6964328885078 1033.4606716483831 33403.246336579323 23370.154747098684 212.93470461666584 39.857649095356464 8008.9557676166296 3.5873352438211432 1944.2170193642378 31.634522765874863 47442.8510722965 54.136674545705318 122.86531131714582 3.3915601670742026 5.1789814457297316 61.337705098092556 243.31583240255713 3.7903280779719344 16.694988593459129
leaf_count=1006 5899 6931 13597 36713 36172 23110 4787 137179 93957 1092 249 32484 16 7971 129 195487 299 645 22 36 341 1817 21 118
internal_value=-0.000345479 -0.000283479 -0.00105806 -0.00388654 -0.00760488 -0.00117804 0.000109688 -0.000726785 0.00127149 0.000806936 0.00285186 0.00324434 -0.0179667 0.000402578 -0.00412295 0.00059021 -0.012017 -0.0204266 -0.0340416 -0.0130281 0.004849 -0.0170257 -0.036507 -0.0388635
internal_weight=143633 143130 83684.2 24453.6 10305.6 14148 59230.5 34436.7 24793.8 59445.7 9814.04 9651.32 503.599 49631.6 1975.85 47655.8 367.557 162.723 136.042 363.969 66.5167 297.453 132.651 128.86
internal_count=600078 596402 351414 109592 49769 59823 241822 141966 99856 244988 40309 39415 3676 204679 8100 196579 2509 894 1167 2493 377 2116 1145 1124

Tree=142
num_leaves=26
num_cat=0
split_feature=48 7 7 22 1 0 29 55 33 35 21 51 25 7 55 17 17 0 17 51 19 55 11 13 31
split_gain=39.0701 22.9722 34.2824 43.6258 46.7439 33.1207 17.0643 16.5104 14.1667 24.6344 14.8344 12.7165 12.4011 11.5183 11.0298 11.5196 10.9359 9.19026 8.00788 7.44644 8.42079 6.98945 9.76061 8.58319 3.21561
threshold=-2.5940562486648555 -0.0086706425063312036 -0.051284333691000931 -0.59226968884468068 -0.0037464592605829235 -0.027736733667552468 -0.21670274436473844 1.1584081649780276 -0.39956896007060999 0.69843038916587841 -0.1652196869254112 0.05229653604328633 -0.84910756349563588 -1.010111331939697 0.96150454878807079 5.7414710521698007 -0.77616328001022328 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 1.4621451497077944 -1.2327730655670164 0.046055786311626441 -1.4629741311073301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 7 4 -4 -5 8 13 9 -3 -10 -9 18 -2 16 -16 -8 -14 19 24 -21 23 -23 -19 -1
right_child=1 6 3 5 -6 -7 14 11 10 -11 -12 -13 17 -15 15 -17 -18 21 -20 20 -22 22 -24 -25 -26
leaf_value=0.0016352515876588611 0.0051503970136893302 0.0060117365387055829 -0.00069703271598266095 0.011938815121346553 -0.0052412877980690439 8.3098390462821604e-05 0.0050170176486302454 0.0059222554385914292 0.0042200556183211724 -0.0094176396534571497 0.0004035108466915483 -0.0011536504108410868 0.082980262719600933 -0.00029254328709100606 -0.0020226385458465314 0.021163681383627113 0.00021923871589577803 -0.018846120338494376 0.056682830120019678 0.087258454972290775 -0.019682202493607616 0.090552962555750488 8.9920808342673891e-05 0.0096291891314892533 -0.042935916990600245
leaf_weight=6.1602956205606452 1478.2999967187643 619.82647153735161 14923.778131008148 910.72927370667458 17950.738646797836 12374.09915099293 1794.9911047294736 3222.8457783609629 9511.9701225236058 933.64274554699659 5965.7912950068712 1276.4802234768867 3.6773877888917914 26312.053686805069 9483.25544565171 77.771981239318848 36256.252448640764 283.61318781599402 3.50502885878086 3.4006558321416369 12.020661778748034 5.0593331456184378 28.375271178781986 44.023003280162811 107.758504293859
leaf_count=40 5936 2607 63234 3703 81655 51995 7606 12967 39225 4005 24592 5194 16 106417 38825 320 148121 2051 22 30 74 25 182 235 1001
internal_value=-0.000325008 -0.000266645 -0.000956745 -0.00200579 -0.00317837 0.000895856 0.000570836 0.000542908 0.00220077 -0.0032614 0.002749 0.00391479 -0.0171085 -3.00762e-06 -1.22023e-05 -0.00183403 0.000445564 -0.0113921 -0.0328037 -0.0352288 0.00389998 -0.0123533 0.0137788 -0.01502 -0.0405257
internal_weight=143590 143093 78449 46159.3 32874.5 13284.8 64643.5 32289.7 17031.2 1553.47 15477.8 4499.33 497.593 27790.4 47612.3 9561.03 38051.2 364.748 132.845 129.34 15.4213 361.071 33.4346 327.636 113.919
internal_count=600078 596402 331101 200587 144889 55698 265301 130514 70429 6612 63817 18161 3676 112353 194872 39145 155727 2509 1167 1145 104 2493 207 2286 1041

Tree=143
num_cat=0
split_feature=48 23 23 6 6 1 28 17 17 23 28 34 25 28 0 5 52 45 17 51 19 17 33 7 3
split_gain=35.0035 29.964 65.6724 59.8377 42.5957 21.2822 13.5589 30.5074 15.1192 12.8333 17.6308 12.8726 11.4755 9.36586 8.01094 7.99115 13.9752 10.2733 7.15331 6.93173 7.0677 6.25802 9.51164 6.46114 2.87118
threshold=-2.5940562486648555 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 0.0071438129525631675 -0.033404938876628869 -0.89186540246009816 -0.93323016166687001 -0.00095544932992197562 -1.0817925930023191 -1.5301530957221983 -0.84910756349563588 -0.028391624800860878 -0.026700210757553574 -0.82918289303779591 -0.14950988441705701 0.027660035528242592 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 0.3187911063432694 -0.40019361674785608 -0.034132752567529671 -0.010842663235962389
left_child=12 2 6 4 -4 -5 8 -8 -2 15 11 -11 18 -12 -14 16 -3 -17 19 24 -21 23 -23 -16 -1
right_child=1 9 3 5 -6 -7 7 -9 -10 10 13 -13 14 -15 21 17 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.018305020321578377 0.012934041493457366 0.011621240058556297 -0.0015167604940261685 -0.00019120928354005062 -0.0097696589311718589 -0.0072310232146402895 -0.010843995386867424 -0.00036014767413273467 0.00097989291511571801 -0.089223317588801559 -0.0035416779297236137 0.030304254656121094 0.076447525933134822 0.0007110618959184922 0.024508710614474179 0.0041902425927945602 0.072353493807412739 -0.067848399153949093 0.051718916213718887 0.077174928729821499 -0.018701121169864873 -0.032656621681912808 0.015929283680506095 -0.017879423739889596 -0.040851824699796896
leaf_weight=3.0368986874818793 386.92413693666458 277.89963388442993 3334.6457813233137 12374.781336680055 6930.8042961210012 1766.6601854562759 1030.0496242642403 33398.886024698615 24406.156872332096 3.3599828928709021 1929.2945962548256 93.671916574239731 3.7497258782386771 55327.984002381563 13.601783543825148 1786.921711333096 14.34431256353855 7.1551422476768485 3.6075755432248107 3.607302412390708 11.896133884787558 19.474788062274456 56.849743627011776 268.3563646376133 107.69062931463122
leaf_count=18 1730 1126 13597 52335 36172 7488 4787 137179 98126 14 7803 424 16 228236 66 7298 58 29 22 30 74 147 333 1947 1023
internal_value=-0.000305663 -0.000250729 -0.00098278 -0.00360187 -0.00708877 -0.00107068 9.66115e-05 -0.000673805 0.00116645 0.000779216 0.000611071 0.0261653 -0.0162842 0.000567765 -0.0107958 0.00540165 0.0146022 0.00390294 -0.0315874 -0.0339683 0.00360709 -0.0117089 0.00353222 -0.0158346 -0.0392293
internal_weight=143561 143070 83628.9 24406.9 10265.5 14141.4 59222 34428.9 24793.1 59440.6 57354.3 97.0319 491.871 57257.3 362.032 2086.32 292.244 1794.08 129.839 126.231 15.5034 358.283 76.3245 281.958 110.728
internal_count=600078 596402 351414 109592 49769 59823 241822 141966 99856 244988 236477 438 3676 236039 2509 8511 1184 7327 1167 1145 104 2493 480 2013 1041

Tree=144
num_cat=0
split_feature=48 23 23 6 6 12 51 23 6 0 6 48 28 26 28 25 25 51 17 51 19 6 28 28 27
split_gain=31.348 26.4882 58.136 53.1509 37.9703 19.2282 12.4173 15.5624 15.2413 11.4212 21.819 19.3659 11.2263 15.9849 11.0901 10.6057 9.22373 7.03385 6.40176 6.44538 5.98052 5.47757 9.63268 5.9541 3.25268
threshold=-2.5940562486648555 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 -0.17732121795415876 -0.32180273532867426 -0.0037716437363997097 1.0446026325225832 -0.0010722504230216143 0.86733657121658336 -0.70983687043189991 -0.0039792077150195828 -1.1921291947364805 0.01025249343365431 -0.84910756349563588 -0.95343661308288563 0.018583212047815326 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 1.8221138119697573 0.00051527100731618713 -0.0086508882232010347 -0.005317138507962226
left_child=15 2 6 4 -4 -5 8 -8 -2 10 11 -3 13 -11 -14 18 -12 21 19 24 -21 23 -23 -17 -1
right_child=1 9 3 5 -6 -7 7 -9 -10 12 16 -13 14 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.006984153429961633 -0.0046474572158982158 0.0088972712530758623 -0.0014259581556009811 0.0011867494518473559 -0.0092236149441058124 -0.0032388160819425203 -0.00028562231958871121 0.002049549118385141 0.047804766271269998 0.025909861775419724 -0.044810703118328452 0.0017498553407548679 -0.0010273752597673249 0.0036717314327254546 0.00088408282907187952 0.011119427342693416 -0.011217386062285463 0.057892489997994546 0.047356996403454352 0.068853257620496044 -0.017761543094002723 -0.058115610912121418 0.05401720513993602 -0.015436885288178676 -0.040374408970319152
leaf_weight=5.50204949453473 2316.557161077857 1645.0185589045286 3334.1850852966309 7130.8797307312489 6901.5738328099251 7007.3860941976309 43420.769001252949 13458.570319265127 20.11642062664032 133.94937299191952 38.76524842530489 8009.1912231147289 16587.28802908957 886.31233409047127 32022.840859733522 33.746515020728111 122.10832665860653 5.3751362040638915 3.7004211843013755 3.7944165542721739 11.777649719268082 3.7204535454511634 10.660357311367987 305.91137654706836 102.1777100674808
leaf_count=36 9712 6931 13597 30190 36172 29633 177494 54526 90 563 249 32484 70101 3751 130264 148 645 30 22 30 74 25 69 2237 1005
internal_value=-0.000287514 -0.000235806 -0.00092436 -0.0033907 -0.00668361 -0.00100671 9.08136e-05 0.000266917 -0.0041959 0.000732413 0.00260255 0.00296773 0.000362568 0.00659136 0.000231834 -0.0154943 -0.0193123 -0.0102285 -0.0304022 -0.0327368 0.00334373 -0.0112628 0.0250074 -0.0127984 -0.0379546
internal_weight=143522 143036 83590 24374 10235.8 14138.3 59216 56879.3 2336.67 59445.5 9815.08 9654.21 49630.4 1020.26 48610.1 486.366 160.874 359.414 126.952 123.252 15.5721 354.039 14.3808 339.658 107.68
internal_count=600078 596402 351414 109592 49769 59823 241822 232020 9802 244988 40309 39415 204679 4314 200365 3676 894 2509 1167 1145 104 2479 94 2385 1041

Tree=145
num_cat=0
split_feature=12 33 23 23 20 1 1 13 3 16 28 17 25 8 11 9 25 0 23 33 27 31 5 50 35 46 48 31 13 11
split_gain=30.1555 24.3849 16.3131 34.6295 24.4147 19.356 31.3809 14.7156 19.1484 13.0152 12.8244 16.9201 11.2626 10.7312 17.8454 18.9285 16.5612 15.3067 11.6439 10.7007 10.4335 10.2729 10.1715 9.62163 9.35147 9.15094 8.73918 8.7301 8.63576 7.97958
threshold=-0.29080538451671595 -0.38968080282211298 -0.0014371092547662554 -0.001615132321603596 -0.031473683193325989 -0.0037464592605829235 -0.0031809906940907236 -0.0039383406983688465 -0.0049783680588006965 -0.042753515765070908 0.82581356167793285 -0.27572597563266749 -1.3255993723869322 -0.0081568323075771314 -0.56275892257690419 -0.0016122917295433579 -1.1443707346916197 -0.0025996046606451269 -0.0051477223169058553 -0.36366288363933558 0.0029211309738457207 -0.91383564472198475 2.3094857931137089 -0.073131740093231187 -0.49636688828468317 0.0083216610364615935 -0.70983687043189991 1.4183647632598879 -0.0023465743288397785 -0.63790020346641529
left_child=1 7 3 10 21 9 -7 8 29 -5 24 -12 20 14 16 -16 -3 18 -15 -19 -9 23 26 -4 -2 -24 -6 -14 -23 -1
right_child=2 13 4 5 22 6 -8 12 -10 -11 11 -13 27 17 15 -17 -18 19 -20 -21 -22 28 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029846843919832233 -0.00079606284981526725 0.026906619303389546 0.0080680094246591335 -0.0035628920936552097 0.0022840964557948392 -0.0083686202649973073 -0.0021434980035766426 -0.026890567746643276 0.10747121391049684 0.0011365355280418719 -0.034335544490900642 0.00038036676520703807 -0.0090638434403925786 0.04531009476691511 -0.021376446141823706 -0.00086891797528650062 -0.0017730918026564355 0.022031899310872637 -0.0089982971827262254 0.0040511878136789822 0.091040103200200673 0.023843647254071731 -0.015252656229055261 -0.028012410079036217 0.00077985653961501196 -0.0013588790900039868 0.00026419281028047478 -0.026540303870203414 0.0090282946715280078 -0.0099780442674148959
leaf_weight=578.25818015635014 21722.731788754463 106.474429897964 60.667042657732964 3261.6672315150499 9205.9695151895285 4199.8324979767203 9530.8524770736694 225.50124762579799 5.5225231647491446 6069.7681453377008 89.979342333972454 115.31362420320511 1004.6508688665926 15.058903679251669 283.04514922574162 378.96916644275188 227.05793572217226 212.09446457028389 252.82818850874901 271.90393238514662 2.7334452122449866 173.97437538206577 272.00236921012402 47.394170552492142 36053.92005405575 458.03882765769958 47484.736560568213 114.64186101406813 762.02843087911606 513.62313920259476
leaf_count=2593 88253 478 255 13958 39507 21459 41532 1615 24 25925 485 465 5838 62 1639 1777 991 901 1026 1135 14 719 1119 201 147343 1880 193418 665 3232 2448
internal_value=-0.000247647 -0.00526155 -9.69753e-05 -0.000648043 0.000666916 -0.00261462 -0.00404759 -0.00913011 -0.00397197 -0.000506081 0.000134156 -0.0148355 -0.0133308 0.000151167 -0.00393504 -0.00963694 0.00738241 0.00556158 -0.00594543 0.0119306 -0.0254782 0.00975978 0.000501583 -0.00775637 0.000187346 -0.00653549 0.000592204 -0.0108538 0.011782 -0.00453562
internal_weight=143701 4192.36 139509 81044.1 58464.8 23062.1 13730.7 2444.93 1097.4 9331.44 57981.9 205.293 1347.53 1747.43 995.547 662.014 333.532 751.885 267.887 483.998 228.235 1044.06 57420.7 108.061 57776.7 730.041 56690.7 1119.29 936.003 1091.88
internal_count=600957 21206 579751 339420 240331 102874 62991 13197 5065 39883 236546 950 8132 8009 4885 3416 1469 3124 1088 2036 1629 4407 235924 456 235596 2999 232925 6503 3951 5041

Tree=146
num_cat=0
split_feature=12 33 6 0 17 6 8 13 53 17 53 28 19 24 6 55 8 46 24 37 28 6 35 33 21 28 24 27 34 35
split_gain=26.7501 21.6881 18.5323 67.9704 40.6225 48.6058 31.7007 26.625 23.9312 23.8933 19.9718 18.5138 17.9212 16.8594 14.1304 13.0644 11.9707 11.6041 12.5764 10.4953 9.82479 19.574 11.5742 11.4069 11.5397 9.62995 9.35372 7.95515 6.97365 9.49278
threshold=-0.29080538451671595 -0.38968080282211298 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 0.831902176141739 -0.010759355966001747 -0.010688325390219687 5.3784809112548837 -0.72142368555068959 0.57454997301101696 -0.14907623082399366 -0.02283820882439613 1.0021826028823855 -0.6110953390598296 0.09049271792173387 0.069326858967542662 -0.0040438165888190261 0.12474565953016283 4.9903883934021005 0.01434131618589163 0.95036262273788463 1.3437907695770266 -0.38302037119865412 -0.16256393492221829 0.090056091547012343 1.1259797215461733 -0.00025682221166789526 0.51652440428733837 0.9638735055923463
left_child=1 14 3 9 5 8 7 -5 -4 11 -7 -2 19 -8 28 -11 -14 27 -19 -6 21 22 -3 24 -22 -25 -23 -16 29 -1
right_child=2 20 4 6 12 10 13 -9 -10 15 -12 -13 16 -15 17 -17 -18 18 -20 -21 23 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015863168950721919 0.012018884013494598 0.00037300568899498139 -0.0076483231094979752 -0.0028598153739926384 0.00488923527463213 -0.040928531239811251 0.00068318929361762767 -0.0099688615320361537 0.024188616059096651 0.00061596217899993484 0.0072907047652313647 0.0023985895655604648 0.001029578947778125 -0.0076068203249564465 -0.010230509722495658 -0.0012546502928225134 -0.00099820952742951208 -0.019032795248335503 -0.0064130696160109779 0.026355945343665851 0.048956999934139107 -0.039431458360365775 -0.02972923202340564 0.011388818219140047 -0.042317487212337059 -0.0079547866540700587 0.062722659903973549 0.0033741896449627057 -0.011261845794338001 0.041586319023131778
leaf_weight=387.33084972202778 868.11426173150539 1180.063039790839 713.44051253795624 3197.2648437023163 2672.2358768284321 215.98564151674509 4174.6090259626508 4662.0312615819275 96.493270501494408 28678.31182512641 36.089743196964264 4225.096203789115 50209.926043257117 1120.1096836403012 369.87218180671334 25296.618654027581 13245.059346497059 793.7578231357038 442.92378504574299 84.586041077971458 37.852872490882874 63.144882537424564 47.847462512552738 265.70408418029547 5.7430659458041182 142.25629346817732 3.4006009101867667 266.01022225618362 151.80437856912613 22.605287745594978
leaf_count=1672 3724 5387 3148 14732 11177 1272 18710 23646 409 116420 174 17385 207624 5166 2031 102586 53235 4817 2595 343 162 372 315 1121 28 604 20 1303 681 98
internal_value=-0.000232938 -0.00496225 -9.12137e-05 -0.00075867 0.000625337 -0.0110163 -0.0046592 -0.00707681 -0.00385536 0.000109947 -0.034025 0.00403832 0.000812065 -0.00107058 -0.00862236 -0.000260744 0.000606315 -0.0111261 -0.014513 0.00554789 0.000140703 -0.00251758 -0.000799975 0.00776109 0.036933 0.00464368 -0.0342112 -0.00453922 -0.000276101 0.00379205
internal_weight=143676 4180.32 139496 72222.2 67273.8 1062.01 13154 7859.3 809.934 59068.1 252.075 5093.21 66211.8 5294.72 2434.3 53974.9 63455 1872.56 1236.68 2756.82 1746.01 1294.46 1227.91 451.556 43.5959 407.96 66.5455 635.882 561.741 409.936
internal_count=600957 21206 579751 302369 277382 5003 62254 38378 3557 240115 1446 21109 272379 23876 13197 219006 260859 10746 7412 11520 8009 6094 5702 1915 190 1725 392 3334 2451 1770

Tree=147
num_cat=0
split_feature=12 1 1 14 28 6 0 23 6 6 17 4 17 28 14 19 6 16 11 43 43 23 53 23 3 8 35 18
split_gain=23.723 18.2276 25.6432 16.8629 18.7712 16.3775 60.19 36.5104 35.6819 30.9776 35.0186 27.6297 21.114 16.4102 16.2964 15.6793 14.7382 14.005 11.7887 11.5478 10.3488 9.47527 9.17737 10.5114 8.97836 8.63954 6.27468 4.93577
threshold=-0.29080538451671595 -0.0037464592605829235 -0.0036749573191627856 -0.016476253978908059 0.0011342806392349305 -0.0032315243734046812 -0.0022947916295379396 -0.027622920460999009 0.39170515537261968 -0.0032315354328602548 0.50155615806579601 -0.0061652364674955598 -0.72142368555068959 -0.14907623082399366 0.20682789385318759 -0.02283820882439613 1.4322534799575808 0.024100008420646194 -0.43330962955951685 1.0000000180025095e-35 3.2492598295211796 -0.05013183876872062 -0.053967500105500214 -0.0018377197557128964 -0.0051202028989791861 0.098691366612911238 -1.1766476631164549 -0.020141409710049626
left_child=1 21 16 -4 -5 6 12 8 14 10 -8 -11 13 -2 -7 25 18 -10 -3 -17 -14 27 24 -24 -23 -9 -18 -1
right_child=5 2 3 4 -6 7 9 15 17 11 -12 -13 20 -15 -16 19 26 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=0.10412348146021992 0.011317377618031088 -0.0036256511391949847 0.078431671667146513 -0.0093851429289147498 0.0038026489722437925 0.0043286771126402768 -0.011403532718706619 0.0063399199030480646 -0.030946317502977036 -0.0054162568102071014 0.0055642493640335371 0.0011268127134572105 -0.00040483809733215593 0.0022539971005448947 -0.045377941454402507 0.00072277132710954917 -0.0035141601765585895 -0.0035239332462250906 -0.018318898354730124 -0.0031306447651432206 0.0040762686314343537 -0.0015508218046731738 0.062375876872826988 0.0079923996111791063 0.036312999845678429 -0.004255747546308304 -0.059326281552282034 0.015493467859087447
leaf_weight=4.7043688744306564 866.65498241782188 282.83467195555568 9.0757938325405103 884.00850827246904 693.27253599464893 345.7642957419157 3169.9836959205568 2466.3948250859976 309.05936465412378 5340.9218171983957 508.05451709404588 4112.216436907649 52049.820019647479 4226.3261262178421 25.495474651455879 60797.815569259226 8.9972336739301664 85.620294310152531 644.57282128185034 2934.8357536569238 1923.9183173328638 1508.2674901112914 16.984402611851692 51.867802277207375 22.887128278613091 312.09158934652805 37.377164267003536 4.3570082783699018
leaf_count=20 3724 1634 38 4505 3242 1458 17658 10352 1656 23963 2697 17936 211132 17385 106 250122 58 419 4414 12014 7874 6621 71 227 97 1255 259 20
internal_value=-0.000219161 -0.00467894 -0.00782412 -0.00311938 -0.00358863 -8.58489e-05 -0.000713471 0.000587679 -0.0124373 -0.00438774 -0.00905974 -0.00256995 0.000103358 0.00379628 0.000915181 0.000737674 -0.0154885 -0.0249974 -0.0138378 0.000545325 -0.000245107 0.000325251 -2.12428e-05 0.0214077 -0.000984848 0.00514977 -0.048498 0.0615073
internal_weight=143644 4169.21 2560.14 1586.36 1577.28 139475 72197.9 67277.1 765.939 13131.2 3678.04 9453.14 59066.7 5092.98 371.26 66511.1 973.782 394.68 927.407 63732.7 53973.7 1609.07 1600.01 68.8522 1531.15 2778.49 46.3744 9.06138
internal_count=600957 21206 14150 7785 7747 579751 302369 277382 3639 62254 20355 41899 240115 21109 1564 273743 6365 2075 6048 262136 219006 7056 7016 298 6718 11607 317 40

Tree=148
num_cat=0
split_feature=12 33 6 0 17 6 6 17 53 7 17 53 12 6 6 43 55 13 24 31 31 17 8 11 9 25 0 55 23 17
split_gain=21.0343 18.258 14.4746 53.3055 32.857 42.7133 28.3789 26.2781 21.7176 20.9506 18.6581 17.603 15.3669 12.7816 12.3973 11.8644 11.4853 11.481 9.41292 11.2637 8.99082 11.5059 8.95228 15.461 22.8912 13.1089 10.9983 11.5023 9.68471 8.87311
threshold=-0.29080538451671595 -0.38968080282211298 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 0.84846672415733349 -0.0032315314747393127 0.50155615806579601 5.3784809112548837 -0.025988317094743248 -0.72142368555068959 0.57454997301101696 -0.27859839797019953 -1.4159635305404661 -1.0670051574707029 1.9860955476760866 0.09049271792173387 -0.0023465743288397785 -0.042809372767806046 0.47808417677879339 -1.9117307066917417 -0.018579748459160324 -0.013574819080531595 -0.56275892257690419 -0.0016122917295433579 -1.1443707346916197 -0.0025996046606451269 0.23897348344326022 -0.0051477223169058553 3.3211462497711186
left_child=1 14 3 10 5 8 7 -5 -4 -8 13 -7 17 -2 20 -14 -12 -6 19 -16 -1 -22 23 25 -25 -3 28 -28 -24 -20
right_child=2 22 4 6 12 11 9 -9 -10 -11 16 -13 15 -15 18 -17 -18 -19 29 -21 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.028034774906391998 0.010870544860572076 0.024707578958765505 -0.0070334686775079779 -0.0089682957141247101 0.011664470983957108 -0.03916297984705782 -0.0067045052681918406 0.0029244308221584824 0.023206036075467583 0.00032132888383614648 0.00059158962967203142 0.0064777831208570431 0.00067711667282243423 0.0023313733092257235 -0.0089732138442980679 -0.0038140430502524472 -0.0011623996881498159 0.002868727367046638 -0.004546686917391813 -0.022048912181028359 0.0068233612075110067 -0.017687731270228501 0.039041820780281726 -0.027215730912458064 -0.00091316827665989823 -0.0025728542905368336 0.016199685149029221 -0.00028043270547541729 -0.0069834909044868155 -0.038489876124709957
leaf_weight=43.573205426335335 737.97919061779976 97.03949710726738 716.43955628573895 4878.8619559183717 698.50795625150204 202.52920324355364 2145.4508171603084 775.12277861684561 97.08618900179863 5308.4602981358767 28677.795501247048 35.799007445573807 61064.328191846609 4354.7259943336248 667.98268613964319 2193.6127640157938 25293.333760976791 2271.7009796947241 991.6463257111609 367.72626883164048 215.03194028139114 101.48150213062763 17.361880540847778 189.2721724063158 321.36973206698895 182.98460727930069 345.4455479606986 272.91603585332632 316.38662914931774 28.522547490894794
leaf_count=191 3105 435 3181 25953 2865 1239 9505 3934 410 22862 116420 173 251110 18004 3899 8853 102586 9551 5485 2067 950 440 72 1196 1516 804 1465 1228 1293 165
internal_value=-0.000206197 -0.00441108 -8.07987e-05 -0.000671003 0.000552318 -0.00996889 -0.00413237 -0.00733788 -0.00342469 -0.00170091 9.71703e-05 -0.0323073 0.000719419 0.00356878 -0.00778762 0.000521376 -0.00023041 0.00493723 -0.00958639 -0.0136157 0.00248226 -0.00103546 0.000269744 -0.00444919 -0.0106624 0.0068809 0.00418852 0.00892613 -0.00458922 -0.00549569
internal_weight=143610 4158.74 139452 72171.7 67280 1051.85 13107.9 5653.98 813.526 7453.91 59063.8 238.328 66228.1 5092.71 2415.96 63257.9 53971.1 2970.21 2055.88 1035.71 360.087 316.513 1742.78 790.666 510.642 280.024 952.11 618.362 333.749 1020.17
internal_count=600957 21206 579751 302369 277382 5003 62254 29887 3591 32367 240115 1412 272379 21109 13197 259963 219006 12416 11616 5966 1581 1390 8009 3951 2712 1239 4058 2693 1365 5650

Tree=149
num_cat=0
split_feature=12 22 9 9 8 55 7 0 9 33 26 31 34 25 31 35 17 19 33 7 47 55 27 24 5 21 0 49 4 24
split_gain=18.6493 17.1011 17.2019 13.3658 16.9246 13.0743 17.4302 17.6733 18.1834 15.2323 12.8583 13.1726 12.0292 11.7612 11.298 20.3879 11.1891 11.1065 10.2049 9.59915 9.35026 8.93366 8.6855 8.1703 8.47135 10.2042 10.0578 7.65359 10.1225 6.62568
threshold=-0.29080538451671595 0.21176427602767947 -0.0041913201566785565 -0.00029073902987875039 -0.013003566302359102 0.36563305556774145 -0.15514732152223584 -0.02560696471482515 0.01594503223896027 -0.38896885514259333 0.81041687726974498 -2.4528342485427852 0.24529682844877246 -1.7594014406204221 0.62838304042816173 -0.83367380499839772 3.00213634967804 -0.024444130249321457 -0.40295572578907007 -0.028472605161368843 1.4361547231674197 0.030200339853763584 0.0074358703568577775 -0.54501911997795094 -0.26646585762500757 -0.12883527576923368 -0.0029784252401441331 -0.82607501745223988 -0.0082460702396929247 -0.47594650089740748
left_child=1 2 18 4 -4 13 10 9 -9 -8 11 -7 -12 14 15 -2 -5 29 19 -1 -19 -20 -16 27 25 -25 -26 -3 -29 -15
right_child=5 23 3 16 -6 6 7 8 -10 -11 12 -13 -14 17 22 -17 -18 20 21 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.03161231518595925 -0.0026170156872486511 -0.042171802398504252 -0.022506632142263654 -0.005145775034931359 0.00045172183779018042 -0.047637584897585801 0.043496690065142819 -0.0023636305127932604 0.00014526659838065925 0.0024892538528214067 0.0055201111762803014 0.00092698178933607709 0.024424402825516073 0.0023283697402072859 0.0013461225616560716 0.010342272385713527 -0.051573819717828269 8.4804300893845657e-05 0.0070865592071273353 -0.011896628730278823 0.0024646014534595506 -0.0040783547628350176 -0.013456786346517945 0.0066694897481936891 -0.014116915037794808 0.033646113254189279 0.0044099285909801732 0.0070205238399638145 -0.022206775209526373 -0.040984328220154569
leaf_weight=19.156373009085655 620.57973738014698 22.193796738982201 514.76955265924335 881.45812968537211 149.06973906606436 20.20459870994091 32.906004011631012 29527.436328925192 16053.544791862369 3617.2252709418535 1294.7803985029459 4137.7955846711993 133.6885634213686 19.244695257395506 777.26358365267515 1477.6065247505903 19.09164871275425 75051.754584722221 503.75660814717412 387.89110109210014 6454.7244518101215 528.85683602839708 174.78000722080469 202.09909307956696 130.8017822355032 67.283699713647366 545.0693131685257 105.52254017442465 71.607403039932251 37.47083518281579
leaf_count=84 2626 100 3606 4528 828 81 133 125289 65521 14707 5212 16680 551 158 3250 6234 103 312130 2311 2070 26115 2588 735 860 539 281 2532 457 319 329
internal_value=-0.000194008 -0.00415828 -0.00653611 -0.0108917 -0.0173512 -7.60553e-05 -0.000797895 -0.0011583 -0.00148 0.00285894 0.0023782 0.000690996 0.00728934 0.000391595 0.00404955 0.00650931 -0.00613005 0.000254798 -0.00180319 -0.00984902 0.000273267 0.00136841 -0.00137146 0.00208254 0.00441038 0.0134074 0.000824416 -0.00895678 -0.00479504 -0.0262875
internal_weight=143580 4148.63 3004.05 1564.39 663.839 139431 54817.6 49231.1 45581 3650.13 5586.47 4158 1428.47 84613.4 3050.23 2098.19 900.55 81563.2 1439.66 407.047 81506.5 1032.61 952.044 1144.58 945.254 269.383 675.871 199.324 177.13 56.7155
internal_count=600957 21206 16118 9065 4434 579751 228174 205650 190810 14840 22524 16761 5763 351577 12845 8860 4631 338732 7053 2154 338245 4899 3985 5088 4212 1141 3071 876 776 487

end of trees

feature_importances:
Column_7=306
Column_6=300
Column_28=288
Column_17=218
Column_9=199
Column_8=186
Column_23=163
Column_48=136
Column_21=135
Column_33=134
Column_1=120
Column_0=119
Column_16=113
Column_34=109
Column_55=109
Column_25=107
Column_24=89
Column_5=88
Column_12=87
Column_13=84
Column_18=83
Column_46=79
Column_11=74
Column_26=74
Column_31=71
Column_35=71
Column_51=70
Column_14=67
Column_3=66
Column_47=63
Column_45=60
Column_2=57
Column_27=55
Column_19=54
Column_29=54
Column_4=52
Column_20=48
Column_49=41
Column_22=31
Column_50=30
Column_44=26
Column_53=25
Column_37=24
Column_15=23
Column_38=15
Column_43=14
Column_52=11
Column_32=5
Column_54=5
Column_39=2
Column_42=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 50]
[learning_rate: 0.06]
[num_leaves: 31]
[num_threads: 1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 5]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null

objective=binary metric=binary_logloss num_leaves=31 max_depth=5 learning_rate=0.06 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50

tree
objective=regression
tree_sizes=2491 2513 2614 2640 2521 2406 2604 2429 2610 2692 2541 2531 2443 2410 2539 2637 2456 2441 2794 2407 2892 2612 2791 2668 2701 2637 2408 2416 2323 2703 2792 2439 2518 2435 2421 2588 2427 2903 2453 2516 2699 2777 2797 3027 3029 3023 3022 3045 2867 2855 2784 2882 2887 3062 2752 2995 2995 2857 2953 2791 2867 2848 3044 2945 2859 2911 2863 3017 2564 2685 2481 2672 3053 2679 2698 2764 2598 2779

Tree=0
num_cat=0
split_feature=45 17 0 55 34 24 23 47 0 0 55 49 29 27 26 0 23 31 23 25 18 45 45 1
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 11.9108 0.0917659 1.45278 0.0378807 0.32812 4.3942 0.0249231 0.0297435 0.0174795 0.0457746 0.0168183 0.0186427 0.0113516 0.00939327 0.00858992 0.00956104 0.00800426 0.00581721 0.00535985
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 -0.030672303400933739 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 -1.6757296919822691 2.2350320816040044 0.16744337230920794 0.70929089188575756 0.02376531902700663 -0.050568621605634682 -1.2844281196594236 0.089464709162712111 -0.3590626567602157 0.15410324186086657 -0.092140045017003999 0.050698401406407363 0.012086161877959968
left_child=1 2 19 8 6 -6 7 -5 9 22 -11 12 -3 17 -15 23 -17 -13 -7 -1 -21 -8 -2 -10
right_child=3 11 -4 4 5 18 21 -9 15 10 -12 13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.001149790563688543 0.00011560798613610384 9.3302396301034627e-05 0.043158230568684917 0.010256304313069758 0.041451391152338757 9.2101525743800455e-05 0.00065192043479902248 0.00010210953000799398 9.6416163671330632e-05 0.012042355266527397 0.00011705292063472524 0.00045131854510033388 0.0028172480497257076 0.000254111815372614 -0.0030241636618641909 -0.0012300992663526111 5.0201529163592918e-05 6.8486637939014542e-05 -0.0011688503556343246 0.00038220073830356457 -0.0011638456397825626 7.71375888220537e-05 -1.2892843473137213e-05 7.2741050839210487e-05
leaf_weight=22 19392 31 20 54 26 639 88 836 484632 120 1523 335 27 46 23 41 29833 1663 22 36 24 9840 1357 37057
leaf_count=22 19392 31 20 54 26 639 88 836 484632 120 1523 335 27 46 23 41 29833 1663 22 36 24 9840 1357 37057
internal_value=9.94472e-05 0.000521088 0.00857144 9.78433e-05 0.000223075 0.00161699 0.000134554 0.000718207 9.5333e-05 0.000171835 0.000988043 0.000134671 0.00136135 0.000100251 -0.000838647 9.22273e-05 4.84444e-05 0.000132675 5.01334e-05 0.000135638 -0.000236218 8.22324e-05 0.000107204 9.47345e-05
internal_weight=587687 2227 102 585460 11505 687 10818 890 573955 22392 1643 2125 58 2067 69 551563 29874 1998 661 82 60 9928 20749 521689
internal_count=587687 2227 102 585460 11505 687 10818 890 573955 22392 1643 2125 58 2067 69 551563 29874 1998 661 82 60 9928 20749 521689

Tree=1
num_cat=0
split_feature=45 17 33 55 34 24 33 47 0 0 55 6 49 21 27 26 0 21 31 4 45 14 27 3
split_gain=0.0975456 1.70037 7.80445 0.0451741 0.348437 10.5244 0.122415 2.49389 0.0334714 0.289926 3.88272 0.0248546 0.0220221 0.0277283 0.0154448 0.0404465 0.0148787 0.0163511 0.0100302 0.00711452 0.00514009 0.00474654 0.0039365 0.00321182
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 6.0551392380148179e-05 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.70929089188575756 0.025386652909219268 5.3197524547576913 -1.2844281196594236 -0.17835853993892667 0.050698401406407363 0.35130810737609869 0.089672453701496138 0.16409748047590259
left_child=1 2 -1 8 6 -6 23 -8 9 20 -11 19 13 -3 18 -16 21 -18 -14 -4 -2 -10 -7 -5
right_child=3 12 11 4 5 22 7 -9 16 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.040555630933127501 1.1825310252496108e-05 0.00023107025619155088 -0.00079251974844373764 -1.88689924033184e-05 0.038867463490997373 -1.9504387899615503e-05 0.017723714755935361 -4.21748500045235e-06 -6.9884565712963415e-06 0.011222967408364639 1.3183553205802897e-05 -0.0022668858624196476 0.00032739322760517097 0.0029911418067058546 0.00014201891130221115 -0.0029395601161472172 -4.8538481351805273e-05 -0.00052479549311129203 -3.246874239339081e-05 0.00059345337781996929 -0.00010896547337695895 -4.4112038705009982e-05 -0.00075924728738351 -0.00072869753117075836
leaf_weight=21 19392 38 20 10167 26 634 30 598 511210 120 1523 21 335 20 46 23 27384 262 1663 40 1357 12707 27 23
leaf_count=21 19392 38 20 10167 26 634 30 598 511210 120 1523 21 335 20 46 23 27384 262 1663 40 1357 12707 27 23
internal_value=-3.36583e-06 0.000392977 0.00796031 -4.87345e-06 0.000112845 0.00142313 2.96347e-05 0.000842658 -7.23313e-06 6.46787e-05 0.000831914 -0.000490332 2.97448e-05 0.00118282 -2.61045e-06 -0.000885174 -1.01526e-05 -5.30519e-05 2.78685e-05 0.000131462 3.9255e-06 -7.88885e-06 -4.97208e-05 -2.04712e-05
internal_weight=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 81 2125 58 2067 69 551563 27646 1998 60 20749 523917 661 10190
internal_count=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 81 2125 58 2067 69 551563 27646 1998 60 20749 523917 661 10190

Tree=2
num_cat=0
split_feature=45 17 24 23 49 2 45 47 23 31 23 26 24 49 17 27 26 13 28 21 31 27 51 23 45
split_gain=0.0861913 1.50245 7.47171 0.0353282 0.208089 8.09151 20.4482 0.0571426 0.972599 0.0320242 2.84187 13.0925 0.0269719 0.0194587 0.0252593 0.0136471 0.0357385 0.0122615 0.0108858 0.00995522 0.00886271 0.00859729 0.00775683 0.007529 0.00414515
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 0.018759440630674366 -1.256108224391937 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.70996257662773121 0.24980354309082034 -1.6757296919822691 0.18783452361822131 0.16744337230920794 0.70929089188575756 0.25719563663005834 0.00021433391520986336 1.6111459732055666 -1.2844281196594236 -0.17727538943290708 3.3942130804061894 0.072871152311563506 0.064614940434694304
left_child=1 2 12 4 5 24 -7 8 -6 17 11 -11 18 14 -3 20 -17 21 -1 -19 -15 -5 -9 -12 -2
right_child=3 13 -4 9 7 6 -8 22 -10 10 23 -13 -14 15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00062548602304967303 3.2410182862392481e-05 9.6823430403934001e-05 0.039375583716402089 0.00035919204950528072 -4.1847746401392429e-05 0.071969237196099128 -0.00024083858848825913 -5.8823690873923905e-06 0.0069821591652148938 0.053598037725423632 -2.2689971141237776e-05 -0.00012561224097532502 0.0010071569789116355 0.00030774963615894834 0.0026564555321364541 0.00013349772511940934 -0.0027631864888067155 -3.361527541870383e-05 -0.0022557091872149608 -0.00018307174730720495 -3.0520619927766164e-05 -6.9297321116543804e-06 -0.00028310888714236723 -0.00040674587250148558 -0.0003320949051703792
leaf_weight=29 2331 35 21 231 1072 20 48 23702 76 20 6628 89 22 335 23 46 23 44826 30 1664 1663 504077 369 189 118
leaf_count=29 2331 35 21 231 1072 20 48 23702 76 20 6628 89 22 335 23 46 23 44826 30 1664 1663 504077 369 189 118
internal_value=-3.16388e-06 0.000369398 0.00748269 -4.58105e-06 6.15113e-05 0.000581718 0.0209974 9.59167e-06 0.000423156 -7.86787e-06 0.000120346 0.00973194 -0.000785838 2.79601e-05 0.00111185 -2.45383e-06 -0.000832064 -9.48009e-06 -0.00145441 -3.89647e-05 2.61964e-05 -6.76203e-06 -1.01322e-05 -3.33378e-05 1.48473e-05
internal_weight=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 81 2125 58 2067 69 550798 59 46490 1998 504308 24071 6817 2449
internal_count=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 81 2125 58 2067 69 550798 59 46490 1998 504308 24071 6817 2449

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 35 46 17 13 46 18 21 50 4 33 21 13 1 46 46 21 29
split_gain=0.0392635 0.294352 13.5424 0.105134 2.07857 0.032896 0.226715 3.36547 24.9691 0.206611 4.04909 0.0190093 0.0146628 0.0131069 0.0152767 0.0142394 0.0075519 0.00597089 0.00552152 0.00272343 0.0142855 0.00211785 0.00205522 0.00120831 0.0011348
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 -0.48450598120689387 0.12199990078806879 -0.8243863284587859 -1.3210638761520384 0.075994964689016356 0.012097868602722885 5.3197524547576913 -1.2714294791221616 -0.25643424689769739 6.7063963413238534 1.6111459732055666 0.11671986430883409 0.0096852886490523833 -0.16873382776975629 0.020757593214511875 1.6111459732055666 1.167691767215729
left_child=5 2 12 16 -5 6 9 24 -9 17 -11 -6 22 19 18 -16 -3 -1 -15 20 -7 -18 -2 -21 -8
right_child=1 3 -4 4 11 13 7 8 -10 10 -12 -13 -14 14 15 -17 21 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=-8.699768934910724e-07 -3.8273058599230338e-05 -0.0010899873082962585 0.046591238650827385 0.015671485987695633 0.00057461589807151201 -5.8442916118502867e-06 -7.2609647060444287e-06 0.071727024705942305 -4.0332076399080218e-05 0.018059233719869418 -3.9343335969774881e-05 -0.0001438824098830144 -0.0015162391444556095 -3.5006882882985582e-05 -0.0012242547630967238 -0.00024827209093970402 0.00030931677244713199 -0.00024154183149892528 -0.00015371921576354724 -1.6615189556019101e-05 0.0001434672247966596 -2.6664065513197298e-05 -0.00040135856681564421 -0.00010167306764620968 -0.00039186693944299935
leaf_weight=47863 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 374 1465 76626 2320 10012 61 606 28
leaf_count=47863 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 374 1465 76626 2320 10012 61 606 28
internal_value=-2.97405e-06 0.000106064 0.00120791 2.35345e-05 0.000715366 -5.17985e-06 4.06628e-05 0.000635286 0.00910201 1.39223e-05 0.000922911 3.65065e-05 -0.000115048 -9.66449e-06 -4.28111e-05 -0.000451851 -2.69286e-05 -2.736e-06 -3.94242e-05 -6.95149e-06 -4.9948e-06 -2.43975e-05 -6.73009e-05 -1.72826e-05 -1.2509e-05
internal_weight=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 789 524704 39697 326 10104 48237 39371 485007 407775 10080 763 77232 2052
internal_count=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 789 524704 39697 326 10104 48237 39371 485007 407775 10080 763 77232 2052

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 47 0 0 55 27 26 31 33 33 0 21 55 55 29 14 26 27
split_gain=0.0736431 0.594357 9.67715 0.0349077 0.303646 9.19279 0.0977014 1.96675 0.0262414 0.249711 3.38994 0.0222699 0.0380602 0.0141435 0.0167088 0.0115447 0.0113984 0.0132126 0.00911913 0.00783713 0.00498779 0.00392836 0.00327124 0.0032679
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 0.16744337230920794 0.70929089188575756 -1.2844281196594236 3.5300124883651738 5.0220639705657968 0.022381779737770561 5.3197524547576913 1.3430547714233401 -0.65614864230155934 3.1276371479034428 0.35130810737609869 -1.0762560367584226 0.089672453701496138
left_child=1 11 -3 8 6 -6 22 -8 9 20 -11 13 -13 14 -1 19 21 -18 -15 -4 -2 -10 -5 -7
right_child=3 2 15 4 5 23 7 -9 16 10 -12 12 -14 18 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00018511981970789892 5.450968221558895e-06 0.043146545589219383 0.00056823500082719589 -0.00014700557820120712 0.036317909772579489 -2.6444417104357495e-05 0.015739223947748539 -4.0369142492557368e-06 -5.8250334478301152e-06 0.010478829068131745 4.5186854574289965e-06 5.5160141971616728e-05 -0.00297532068262808 -0.00015083949973639519 0.0014805633345868709 0.0011227582865499892 -3.9998141915575847e-05 -0.00046228255932110051 0.00024846502096469126 -0.00031170971200829853 -0.00019828592721339656 -4.0590375304703814e-05 -1.374121457746762e-05 -0.00070044465880427095
leaf_weight=285 20307 20 44 713 26 634 30 598 507646 120 1523 37 25 1290 41 28 31671 269 245 212 442 11977 9477 27
leaf_count=285 20307 20 44 713 26 634 30 598 507646 120 1523 37 25 1290 41 28 31671 269 245 212 442 11977 9477 27
internal_value=-2.7956e-06 0.00034158 0.00280687 -4.10556e-06 9.93751e-05 0.00132254 2.16974e-05 0.00074803 -6.17984e-06 5.74934e-05 0.000769532 -4.81481e-05 -0.00116681 -1.08795e-05 0.000348044 -3.39538e-05 -8.7648e-06 -4.35546e-05 -8.71069e-05 -0.000160469 1.11092e-06 -6.62635e-06 -2.30658e-05 -5.39754e-05
internal_weight=587687 2227 304 585460 11505 687 10818 628 573955 22392 1643 1923 62 1861 326 284 551563 31940 1535 256 20749 519623 10190 661
internal_count=587687 2227 304 585460 11505 687 10818 628 573955 22392 1643 1923 62 1861 326 284 551563 31940 1535 256 20749 519623 10190 661

Tree=5
num_leaves=24
num_cat=0
split_feature=15 51 33 49 8 55 34 34 24 33 47 19 49 29 46 49 33 12 16 4 31 27 12
split_gain=0.139702 23.5593 42.7715 2.50818 7.65581 0.0422164 0.351275 10.9389 0.275452 0.160902 2.50966 0.0291288 4.37479 14.4508 0.0244254 0.238578 0.01585 0.0183504 0.0152482 0.00660636 0.00499036 0.00458386 0.00394316
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 0.045251322910189636 2.0211037397384648 1.468370318412781 1.4774639606475832 -0.88231047987937916 0.50690898299217235 -1.256108224391937 0.089487399905920043 0.82905498147010814 1.3162586092948916 -0.046981150284409516 -1.3179033398628233 1.8969854712486269 3.7603465318679814 0.37658986449241644 -0.14124661684036252 0.32970149815082556 0.027098028920590881 1.4831923842430117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 11 9 -8 -9 22 -11 14 18 -14 15 -1 19 -18 -13 -5 -6 -16 -7
right_child=1 3 -4 16 20 6 7 8 -10 10 -12 12 13 -15 21 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00062940839402385004 -5.1274883653604774e-05 0.042756786930778612 0.1093836731796182 0.00082085951240680347 -0.00067195613398593295 -1.2888540067692506e-05 0.038837644828551371 -0.0070463245681353977 -3.4575155972333959e-05 0.020441214892527333 0.00017793113428302517 -1.1549611609525495e-05 0.058248548616596965 3.0203735165679806e-05 -5.9930033954724349e-06 -4.2466541617145735e-06 -9.8708368234461008e-05 -0.00059078993096726995 -0.00028688756474569877 -2.9452775979750808e-05 0.00044473619225900618 -3.4181836009293399e-05 -0.00045547508584193518
leaf_weight=2347 36 20 20 33 34 9957 27 21 510 23 508 6555 20 66 509361 24146 882 395 814 10176 25 21650 73
leaf_count=2347 36 20 20 33 34 9957 27 21 510 23 508 6555 20 66 509361 24146 882 395 814 10176 25 21650 73
internal_value=3.67183e-06 0.000209637 0.0390326 2.16482e-05 0.010676 -4.83026e-07 0.000115295 0.00158246 -0.000311876 3.77764e-05 0.00105563 -2.76166e-06 0.000115054 0.0135694 -4.33711e-06 5.18885e-05 -5.16321e-05 -0.000250918 -4.19642e-05 -2.67042e-05 -0.000198781 -7.1423e-06 -1.61098e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 11486 1277 7369 10209 59 531011 10030
internal_count=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 11486 1277 7369 10209 59 531011 10030

Tree=6
num_cat=0
split_feature=45 47 3 17 33 16 51 6 23 49 2 47 31 23 2 45 25 49 33 51 13 33 0 33 45
split_gain=0.14559 1.26059 10.2174 0.454275 9.17464 0.079403 5.69773 59.7948 0.03488 0.175354 8.65352 0.0601983 0.0315526 2.73951 0.02696 0.0261286 0.015444 0.0141815 0.0125709 0.0170522 0.0121778 0.00952631 0.00852979 0.00673718 0.00472912
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 0.47032849490642553 -0.044410638511180871 0.6756977140903474 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 0.16301129013299945 -0.17180078476667401 1.4929645061492922 -0.72152602672576893 4.1410574913024911 1.3912253975868227 1.5329554677009585 0.091934453696012511 0.022381779737770561 0.85602346062660228 0.16386169940233233
left_child=1 2 -1 4 -3 8 7 21 9 10 -2 -11 22 -14 17 -6 -16 -5 24 -20 23 -7 -10 -4 -8
right_child=5 3 20 14 15 6 18 -9 12 11 -12 -13 13 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.036128752437716682 -1.1821064557705055e-05 0.041624603290547381 0.00018398168535156855 0.00031234302701656208 -0.0013857218821557533 1.1654222821787018e-05 -4.2305401722465157e-05 0.10863500035353353 -5.7014672982322879e-06 0.00046526735042631351 0.023448662715823517 -8.58941465760755e-06 0.0098330956496873595 -2.9146153633281425e-05 -0.00057009267317004164 -0.00012354065233851613 -0.0023826512536033987 -4.5869831158309759e-06 0.00023463064513984695 -0.00057430328153714068 0.0012336196624223262 -0.0013678996784474294 -3.9940751592934788e-05 -0.00053821124932730872 0.00011834739749280256
leaf_weight=32 2346 20 152 559 95 182 8814 20 512572 1013 58 20430 103 6514 110 156 20 5601 130 337 31 20 27604 67 713
leaf_count=32 2346 20 152 559 95 182 8814 20 512572 1013 58 20430 103 6514 110 156 20 5601 130 337 31 20 27604 67 713
internal_value=3.45152e-06 0.00027859 0.00420662 0.000109758 0.00251504 2.10146e-07 0.000166007 0.00967326 -2.75806e-06 6.82738e-05 0.000554197 1.37963e-05 -5.85594e-06 0.000124369 6.12796e-06 -0.000601259 -0.000848948 2.41734e-05 -4.51807e-05 -0.000349118 0.000120589 -0.000124935 -7.45116e-06 -3.69632e-05 -3.02822e-05
internal_weight=587699 6843 282 6561 271 580856 10216 222 570640 23847 2404 21443 546793 6617 6290 251 130 6160 9994 467 250 202 540176 219 9527
internal_count=587699 6843 282 6561 271 580856 10216 222 570640 23847 2404 21443 546793 6617 6290 251 130 6160 9994 467 250 202 540176 219 9527

Tree=7
num_cat=0
split_feature=15 51 55 5 18 55 46 26 9 46 14 13 24 23 23 33 23 34 24 33 20 55 11
split_gain=0.124505 20.5591 44.1788 3.46418 6.52416 0.0355217 0.324798 2.39458 12.8575 1.57141 0.0249958 1.57984 16.9345 0.0174701 0.304853 0.0144671 0.026338 0.0137906 0.0751291 0.00789285 0.00516305 0.00469123 0.00434063
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.08623185753822328 2.0211037397384648 0.014997302554547788 -1.0894942879676817 0.0037895708810538058 0.015600943937897684 0.47881264984607702 -0.054623955860733979 -1.1577145457267759 -0.034202711656689637 -0.036138864234089844 1.8969854712486269 0.11360239237546922 1.468370318412781 -0.55068293213844288 3.5300124883651738 0.037972055375576026 1.8804200887680056 -0.29669740796089167
left_child=5 2 -2 4 -3 10 17 8 -8 -9 13 12 -12 14 -1 21 -17 19 -19 -7 -15 -5 -13
right_child=1 3 -4 15 -6 6 7 9 -10 -11 11 22 -14 20 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-1.1312835014630287e-05 0.10796364200460812 -0.00035557927569849801 -0.0032571377020091555 -1.680834786727437e-05 0.042385099760955197 -1.6909602612691742e-05 0.052926295004159324 0.011208184221078502 -0.00072840540301047265 -5.6097635465683921e-05 0.057760102148204165 -0.00034314926624776689 -1.972730729539762e-05 -5.3664811710657643e-06 0.00086945629914486546 -0.00010274803790662994 -0.00077833903641654075 -0.0038779895168149126 -0.000174040959445621 0.00084960790702672581 -3.6129719954480994e-05 -0.00019557678344517786 -2.9539953182894444e-05
leaf_weight=21372 20 36 36 9671 20 9141 20 46 82 1449 20 162 210 513000 1515 1018 261 21 322 38 20422 559 8258
leaf_count=21372 20 36 36 9671 20 9141 20 46 82 1449 20 162 210 513000 1515 1018 261 21 322 38 20422 559 8258
internal_value=3.24443e-06 0.000197685 0.0364646 2.20732e-05 0.0149089 -6.7794e-07 0.000105524 0.000897362 0.00979212 0.000290496 -2.76811e-06 9.84426e-05 0.00500461 -4.34183e-06 4.69895e-05 -5.03628e-05 -0.000240613 -2.72805e-05 -0.000400813 -1.33223e-05 -6.54425e-06 -2.65768e-05 -3.55738e-05
internal_weight=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 556309 22887 11509 1279 9522 343 9179 533422 10230 8420
internal_count=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 556309 22887 11509 1279 9522 343 9179 533422 10230 8420

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 34 9 55 2 21 0 23 55 0 25 45 13 45 49 13 27
split_gain=0.122338 1.08972 12.656 0.395832 7.95237 0.106592 2.20959 62.8028 0.299018 2.34425 0.0368041 0.0281551 0.0248309 0.0194888 0.0183913 0.293178 5.18537 0.0140811 0.0131034 0.010808 0.0098979 0.00871681 0.0147211 0.00959419 0.00678254
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 0.0027698653284460311 -0.86687135696411122 0.16301129013299945 5.3197524547576913 -0.034956371411681168 -0.036138864234089844 -1.3123381733894346 0.038437766954302795 1.4929645061492922 0.064614940434694304 0.67603379487991344 0.16386169940233233 0.59050405025482189 0.51408746838569652 0.06378022208809854
left_child=1 2 -1 4 11 14 8 -8 9 -7 -4 -3 13 -5 15 24 -17 -10 -14 -9 -12 23 -23 -16 -2
right_child=5 3 10 12 -6 6 7 19 17 -11 20 -13 18 -15 21 16 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.043792300946459785 -1.0538411277570136e-05 -0.001563558128476643 -0.0020468100607558882 -5.6117024897171066e-06 0.03780650414491122 0.00023311612952812676 0.10825368169843567 -7.5865339652494138e-05 -2.0463972081048496e-05 0.008999949630276111 -0.00014319878870256778 -0.00019856620145540491 -0.00056220767477696586 0.00048406202012030272 -5.9169629488803697e-06 0.015251231526041761 -2.7278378712860363e-05 -0.0001659859634296169 -0.0022317766186315566 -0.0011410999669366189 0.00071398090027005438 6.7097532714777901e-05 0.00063663485899107051 -5.2154809662099663e-05 -0.00025282995448878119
leaf_weight=26 16041 80 32 5852 21 2056 20 468 15933 116 153 170 110 308 523252 85 1351 2817 20 37 71 1398 185 16670 427
leaf_count=26 16041 80 32 5852 21 2056 20 468 15933 116 153 170 110 308 523252 85 1351 2817 20 37 71 1398 185 16670 427
internal_value=3.04976e-06 0.000255261 0.00390739 9.82882e-05 0.00234353 7.84823e-08 0.000131347 0.0039759 3.48746e-05 0.000701326 -0.000143417 -0.000635364 1.55374e-06 1.8872e-05 -4.95417e-06 5.48758e-05 0.00087709 -4.23272e-05 -0.000819064 -0.000153912 0.000128497 -6.93235e-06 0.000133657 -7.34455e-06 -1.68208e-05
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 2172 256 250 6290 6160 559409 17904 1436 18750 130 505 224 541505 1583 539922 16468
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 2172 256 250 6290 6160 559409 17904 1436 18750 130 505 224 541505 1583 539922 16468

Tree=9
num_cat=0
split_feature=45 33 33 2 35 5 7 24 17 24 31 23 34 17 0 23 55 16 5 33 51 0 0 49 24 51
split_gain=0.108098 0.554089 7.80291 2.26188 16.082 0.0835035 13.5962 50.7193 0.0462545 0.120423 0.0286972 1.63928 13.4147 0.028005 0.0224686 0.0220486 0.171593 0.0195677 0.0148399 0.0507105 0.0197998 0.0083477 0.00640525 0.012756 0.00138678 0.00133797
threshold=-0.092140045017003999 -0.21057546883821485 -0.21336489915847776 0.021559929475188259 0.94516289234161388 2.1598320007324223 0.024630161002278331 1.6445183753967287 -0.8243863284587859 1.5294259190559389 2.102653026580811 -0.0097320508211851103 1.4254998564720156 -0.8084605038166045 0.022381779737770561 -0.030672303400933739 -1.3123381733894346 1.2757623791694643 -1.5977932810783384 1.3590837121009829 2.0623341798782353 0.022381779737770561 0.019731597974896434 3.2145640850067143 -0.74846577644348133 -0.23708871006965634
left_child=1 2 3 13 -5 10 7 -7 9 14 15 12 -12 -1 -3 16 -2 -13 19 -10 -20 -17 24 -24 -8 -9
right_child=5 8 -4 4 -6 6 22 25 18 -11 11 17 -14 -15 -16 21 -18 -19 20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.0022727934537688267 0.00059942115290723889 -0.00016528814068057245 0.035176624193263707 0.057792968113164526 -3.0544006678483549e-05 0.10765697893794005 -0.0002882410724347733 -9.0055951638105954e-06 -4.7090229139428177e-06 -0.0047060138639062644 -0.00086940721323306206 -2.940385962417396e-05 0.052055011785683745 -1.1443999104812975e-05 -0.0018107555508114661 -4.9626719744836365e-06 5.9043860692367787e-06 0.0015602872780592794 2.6627569882735411e-05 0.0012379755361511468 -0.00025610470473533221 -3.7633400465751452e-05 -0.00011489507186606464 -0.00081203627031451711 -2.5296107282416854e-05 -0.00055580974547865482
leaf_weight=20 1897 204 24 20 129 20 73 49 640 26 125 6252 20 1385 35 510547 23202 28 2934 145 1281 29798 2073 99 6649 24
leaf_count=20 1897 204 24 20 129 20 73 49 640 26 125 6252 20 1385 35 510547 23202 28 2934 145 1281 29798 2073 99 6649 24
internal_value=2.86677e-06 0.000239946 0.00122614 0.00070181 0.007731 7.37738e-08 0.000181546 0.0230039 -5.56322e-05 -0.000828119 -2.77809e-06 0.000123312 0.00643051 -4.3634e-05 -0.000406256 -4.21082e-06 5.07628e-05 -2.23161e-05 -1.46904e-05 0.000224831 -5.92989e-05 -6.76434e-06 -5.70952e-05 -0.000146671 -2.81517e-05 -0.000188777
internal_weight=587699 6843 1578 1554 149 580856 8987 93 5265 265 571869 6425 145 1405 239 565444 25099 6280 5000 785 4215 540345 8894 2172 6722 73
internal_count=587699 6843 1578 1554 149 580856 8987 93 5265 265 571869 6425 145 1405 239 565444 25099 6280 5000 785 4215 540345 8894 2172 6722 73

Tree=10
num_cat=0
split_feature=15 51 25 16 9 46 46 55 31 15 19 3 15 29 33 22 23 16 55 9 16 51 55 23
split_gain=0.107661 20.2406 40.6894 1.15035 8.4389 0.022553 0.210498 2.19962 24.2563 0.0444552 0.52556 0.0193224 0.0167215 0.0137085 0.0129337 0.0166598 0.0103947 0.0250432 0.0074866 0.0067916 0.00481821 0.0127522 0.00397624 0.00271045
threshold=0.55725386738777172 -0.044410638511180871 0.42872373759746557 -0.82018077373504628 0.023976352997124199 -0.046981150284409516 -0.049751374870538705 -1.3123381733894346 -1.2051209807395933 0.29597815871238714 -0.0064851415809243909 0.069238498806953444 0.97922730445861828 0.26526831090450292 4.1410574913024911 1.2451480031013491 -0.20092472434043882 0.31612175703048712 2.0211037397384648 0.016882933676242832 0.47032849490642553 -0.048838386312127106 2.1799244880676274 -0.13942492008209226
left_child=5 2 -2 4 -3 6 9 8 -8 11 -11 -1 -6 20 19 -16 17 -15 -18 -5 22 -22 -7 -9
right_child=1 3 -4 14 12 13 7 23 -10 10 -12 -13 -14 16 15 -17 18 -19 -20 -21 21 -23 -24 -25
leaf_value=-1.2215040565398038e-05 0.10461761545826448 0.041507158350170353 -0.0051517001325602557 -0.00013514866281452476 0.00017734660356748667 -5.7620602430120653e-06 0.067632916400221538 -0.00069484600917868585 -8.9060630752743118e-05 0.0047951966456057154 -1.5566574650053942e-06 -0.0013001129877687032 -0.0012218565973367342 -0.00025270016643168806 -8.4875365995812843e-05 -0.00077172535826276084 -3.7516143928446599e-05 -0.0024746557418256999 -0.00024428433992453161 -1.624341588548194e-05 -0.00075798596343803289 -5.888289268513896e-05 4.4292648020313403e-05 -9.6901908663475246e-06
leaf_weight=28064 20 20 31 2159 62 502347 21 21 204 89 1081 42 61 210 343 202 34905 20 642 8689 108 721 5779 2037
leaf_count=28064 20 20 31 2159 62 502347 21 21 204 89 1081 42 61 210 343 202 34905 20 642 8689 108 721 5779 2037
internal_value=-1.45437e-06 0.000179626 0.0378951 1.28883e-05 0.00536088 -5.09521e-06 4.4218e-05 0.000599121 0.00623166 9.45556e-07 0.000363325 -1.41396e-05 -0.000516567 -7.95216e-06 -5.42373e-05 -0.000339451 -4.3852e-05 -0.000445914 -4.12505e-05 -3.99083e-05 -5.42858e-06 -0.00014996 -5.19278e-06 -1.66816e-05
internal_weight=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 123 544732 11393 545 35777 230 35547 10848 508955 829 508126 2058
internal_count=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 123 544732 11393 545 35777 230 35547 10848 508955 829 508126 2058

Tree=11
num_cat=0
split_feature=32 51 50 49 33 16 9 46 49 3 26 32 49 7 3 27 20 55 26 52 23 13 55 16
split_gain=0.0951291 17.8846 40.7785 1.9434 7.74349 0.0223746 0.0313083 0.0199279 0.192908 8.59144 19.3385 0.0387289 0.92011 0.0176853 0.0169471 0.016518 0.0125236 0.0111821 0.014861 0.0110286 0.00838012 0.00429081 0.00928722 0.00485159
threshold=0.55725386738777172 -0.044410638511180871 0.61834242939949047 -0.12514873594045636 -0.14344689249992368 -0.82018077373504628 0.024730357341468338 -0.046981150284409516 -1.3179033398628233 -0.019768025726079937 -1.0118052959442136 0.29597815871238714 -0.24442419409751889 0.070422995835542693 0.069238498806953444 -0.12079723551869391 0.028632787056267265 2.0211037397384648 -1.0894942879676817 -0.57468977570533741 -0.20092472434043882 0.18134926259517672 2.1799244880676274 0.47032849490642553
left_child=7 2 -2 4 -3 6 -5 8 9 15 -11 14 -13 -6 -10 -1 21 20 -19 -7 -18 22 -9 -23
right_child=1 3 -4 5 13 19 -8 16 11 10 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25
leaf_value=0.00062995779261734459 -0.0074725477709885564 0.041716638948884791 0.10241697917087003 -0.0029449427048010486 -0.0019995824672514573 0.0013605207540276752 -0.00043368923730668029 -4.539586920595048e-06 -1.787234793706759e-05 -0.00024777857823244439 0.071166262348182491 0.0079825681743851528 -2.7260566065670408e-05 1.7251034383662043e-05 -0.0012099493198471718 -1.9501996178712605e-05 -0.00041047243317243065 -0.001178200392126469 -0.00020223615179927354 -4.9679619981897997e-05 -4.0164199547920522e-05 -2.0115778567684057e-05 8.00148766248176e-05 -0.00019585683134903083
leaf_weight=149 31 20 20 21 24 20 120 464495 27455 43 20 54 1176 45 43 2619 222 66 377 11286 24440 49836 4724 572
leaf_count=149 31 20 20 21 24 20 120 464495 27455 43 20 54 1176 45 43 2619 222 66 377 11286 24440 49836 4724 572
internal_value=-1.36711e-06 0.000168849 0.0356214 1.2115e-05 0.00884403 -5.65528e-05 -0.000807706 -4.78949e-06 4.15649e-05 0.000514115 0.0224233 -5.00254e-06 0.00032439 -0.000684256 -1.97365e-05 1.54581e-05 -7.47503e-06 -4.88645e-05 -0.000347639 -4.7185e-05 -4.34976e-05 -5.47536e-06 -3.68831e-06 -2.211e-05
internal_weight=587878 11587 51 11536 89 11447 141 576291 31559 2831 63 28728 1230 69 27498 2768 544732 25105 443 11306 24662 519627 469219 50408
internal_count=587878 11587 51 11536 89 11447 141 576291 31559 2831 63 28728 1230 69 27498 2768 544732 25105 443 11306 24662 519627 469219 50408

Tree=12
num_cat=0
split_feature=15 51 8 5 14 49 5 46 46 49 2 15 49 17 12 6 14 17 20 55 0 49 55
split_gain=0.0840561 15.8028 39.7626 3.26298 6.14732 0.0245215 0.0289133 0.0176083 0.181759 2.17041 25.4251 0.0352156 0.83151 0.0127589 0.0114717 0.00843665 0.016355 0.00865035 0.00828355 0.00655565 0.00556508 0.00682412 0.00324963
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.29874807596206659 0.5882677733898164 -0.12514873594045636 0.48079980909824377 -0.046981150284409516 -0.049751374870538705 -1.3179033398628233 -0.0071547953411936751 0.29597815871238714 -0.24442419409751889 -0.80106624960899342 0.82355397939682018 -1.8101844191551206 -1.3875767588615415 3.8333438634872441 0.29121379554271704 -1.3571162819862364 0.03501564450562001 2.97601330280304 2.1799244880676274
left_child=7 2 -2 4 -3 6 -5 8 11 10 -10 18 -13 -7 20 16 -16 -17 -1 -11 22 -22 -9
right_child=1 3 -4 5 -6 13 -8 14 9 19 -12 12 -14 -15 15 17 -18 -19 -20 -21 21 -23 -24
leaf_value=-9.4402534491960459e-06 0.099442424878478056 0.041102107449114557 -0.0090696559089326091 -0.0030620013233274221 -0.0013017997083261434 -0.00036527811986606859 -0.00046239627753697166 -5.4608922360956341e-06 -0.00029815197256761984 -0.00038313324682026325 0.070719567832304153 0.0076645109471140151 -2.7029790705277209e-05 -3.6117473768078994e-05 -0.0020799873864702279 -5.8855812957869586e-05 -0.00026029145588209163 -0.00059401876293982653 -0.00022158634366536346 -9.7297024102522594e-06 -4.5840081623076382e-05 -0.0010382678126916289 4.0341997819238475e-05
leaf_weight=27427 20 20 31 20 32 441 67 518406 196 186 20 53 1117 10956 21 9445 116 110 679 1881 10972 25 5637
leaf_count=27427 20 20 31 20 32 441 67 518406 196 186 20 53 1117 10956 21 9445 116 110 679 1881 10972 25 5637
internal_value=-1.28508e-06 0.000158718 0.0334841 1.13881e-05 0.0150074 -5.65144e-05 -0.00106001 -4.50212e-06 3.9071e-05 0.000554704 0.00627756 -1.1391e-06 0.00032139 -4.88541e-05 -7.02653e-06 -7.17198e-05 -0.000539223 -6.50168e-05 -1.45654e-05 -4.33306e-05 -5.85464e-06 -4.80962e-05 -4.9682e-06
internal_weight=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1170 11397 544732 9692 137 9555 28106 2067 535040 10997 524043
internal_count=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1170 11397 544732 9692 137 9555 28106 2067 535040 10997 524043

Tree=13
num_cat=0
split_feature=15 51 28 5 9 49 5 23 49 7 28 23 47 27 16 0 3 35 20 4 21 0 22
split_gain=0.074272 13.9633 39.6984 2.88317 5.96264 0.0216672 0.0255478 0.0158485 0.164966 6.49982 21.0015 0.0502038 0.940708 0.0185078 0.00986711 0.00962718 0.00953351 0.0103379 0.00890963 0.0226647 0.0119417 0.00819611 0.00561802
threshold=0.55725386738777172 -0.044410638511180871 0.022439152002334598 -0.29874807596206659 0.042827455326914794 -0.12514873594045636 0.48079980909824377 -0.030672303400933739 -1.3179033398628233 0.020215564407408241 -0.0035241957521066065 -0.032262491062283509 -1.256108224391937 -0.17727538943290708 -0.4061340987682342 -0.13058857619762418 -0.068303842097520814 -0.3301596194505691 0.050628071650862701 0.074974935501813902 7.5341277122497567 0.065223217010498061 1.6656646132469179
left_child=7 2 -2 4 -3 6 -5 8 9 13 -11 21 -13 -1 -7 16 17 -9 19 -17 -20 -10 -18
right_child=1 3 -4 5 -6 14 -8 15 11 10 -12 12 -14 -15 -16 18 22 -19 20 -21 -22 -23 -24
leaf_value=0.00080067687706226326 0.09738006028532982 0.039806709881988353 -0.011044301239232855 -0.0028782812990248308 -0.0019553960190751242 -0.00045339528142150393 -0.00043465248747533722 0.00055723469400204939 -2.7855455498382031e-05 0.070578546552422725 -0.00041691744793934051 0.0072243135254543359 5.8668269196329803e-06 -7.5781882876797683e-05 -3.8273910290464566e-05 -5.8402074992414889e-06 0.00059986303914973344 -0.0010357166016474366 -4.6047173444870508e-05 0.00023693224077707661 -0.00079984469677775016 -0.0012137374042400291 0.001989307301471854
leaf_weight=90 20 20 31 20 32 210 67 55 23259 20 60 68 1470 2391 11187 530487 22 20 16844 1388 76 21 20
leaf_count=90 20 20 31 20 32 210 67 55 23259 20 60 68 1470 2391 11187 530487 22 20 16844 1388 76 21 20
internal_value=-1.20798e-06 0.000149195 0.0314751 1.07048e-05 0.014107 -5.31235e-05 -0.000996406 -4.232e-06 4.032e-05 0.000498798 0.0173319 -6.99093e-06 0.000325018 -4.39877e-05 -4.59229e-05 -6.45419e-06 0.00053775 0.000132448 -6.57021e-06 -5.20666e-06 -4.9433e-05 -2.89252e-05 0.0012615
internal_weight=587878 11587 51 11536 52 11484 87 576291 27379 2561 80 24818 1538 2481 11397 548912 117 75 548795 531875 16920 23280 42
internal_count=587878 11587 51 11536 52 11484 87 576291 27379 2561 80 24818 1538 2481 11397 548912 117 75 548795 531875 16920 23280 42

Tree=14
num_cat=0
split_feature=15 51 0 49 14 16 14 46 46 49 9 15 49 3 50 12 17 6 1 17 0 49 20 14
split_gain=0.0656267 12.338 39.6831 1.73419 7.20933 0.0647608 0.0346474 0.0146049 0.159826 1.90652 24.695 0.030645 0.73526 0.0149082 0.0120987 0.010169 0.00966587 0.00748047 0.0194524 0.00753597 0.00485828 0.00606161 0.00319942 0.00293715
threshold=0.55725386738777172 -0.044410638511180871 0.029497007839381698 -0.12514873594045636 -0.40876892209053034 -0.82018077373504628 0.77122130990028392 -0.046981150284409516 -0.049751374870538705 -1.3179033398628233 -0.0032801249762997027 0.29597815871238714 -0.24442419409751889 0.069238498806953444 0.16962698101997378 0.82355397939682018 -0.80106624960899342 -1.8101844191551206 -0.13097606599330899 3.8333438634872441 0.03501564450562001 2.97601330280304 0.084472663700580611 0.071362879127264037
left_child=7 2 -2 4 14 6 -5 8 11 10 -10 13 -13 -1 -3 20 -7 18 -17 -19 23 -22 -11 -9
right_child=1 3 -4 5 -6 16 -8 15 9 22 -12 12 -14 -15 -16 17 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-1.2834872410742376e-05 -0.012924621523387969 -0.0020418915298068894 0.09547886883839965 -0.0026419075699232052 0.040071611515246332 -0.00031587232975018882 -0.00065702899622978761 -2.0041788594505227e-06 -0.00059769945536906877 -2.6888820430492526e-05 0.069392852517514245 0.0072039321395524622 -2.8763606074413826e-05 -0.0011441002395544532 -0.0003151959968818119 -0.001682777633667118 -2.7755848742042249e-05 -5.5124563952645633e-05 -7.2511525527806952e-05 -0.00055462829663883886 -4.2515490043857912e-05 -0.00097785544227808711 -0.00042866821983389436 -1.2963263445733784e-05
leaf_weight=28064 31 21 20 48 20 436 93 412083 196 1993 20 53 1117 42 48 37 10870 9445 100 110 10972 25 74 111960
leaf_count=28064 31 21 20 48 20 436 93 412083 196 1993 20 53 1117 42 48 37 10870 9445 100 110 10972 25 74 111960
internal_value=-1.1355e-06 0.000140243 0.0295866 1.00625e-05 0.00835307 -5.4804e-05 -0.00133273 -3.97808e-06 3.57054e-05 0.000519228 0.00588291 -2.00064e-06 0.000298871 -1.45254e-05 -0.000840712 -6.27713e-06 -3.88667e-05 -6.71868e-05 -0.000507401 -6.0875e-05 -5.17378e-06 -4.46418e-05 -4.12728e-05 -4.34555e-06
internal_weight=587878 11587 51 11536 89 11447 141 576291 31559 2283 216 29276 1170 28106 69 544732 11306 9692 137 9555 535040 10997 2067 524043
internal_count=587878 11587 51 11536 89 11447 141 576291 31559 2283 216 29276 1170 28106 69 544732 11306 9692 137 9555 535040 10997 2067 524043

Tree=15
num_cat=0
split_feature=14 3 34 29 19 25 15 21 34 29 17 45 28 15 13 45 12 46 17 45 50 34 19 29 21
split_gain=0.0535334 0.821693 17.3123 0.811796 24.866 37.1908 0.32766 0.0302146 0.0330636 0.0193497 0.0177958 0.0206416 0.0186963 0.0156282 0.014773 0.014252 0.00992556 0.00939019 0.00848674 0.0247467 0.00592118 0.00444361 0.00328138 0.375534 0.00268931
threshold=0.47881264984607702 -0.038793424144387238 0.63067111372947704 0.046723101288080222 0.0018821083358488979 0.49654707312583929 0.55725386738777172 1.6111459732055666 1.486039996147156 3.1276371479034428 -0.83368489146232594 -0.092140045017003999 -1.6048619151115415 1.4659503102302553 -1.3210638761520384 -0.092140045017003999 0.19951766729354861 0.086264569312334075 -0.8429943025112151 -0.17180078476667401 -0.53801041841506947 -1.4323611259460447 0.0089603210799396055 0.11861881241202356 0.72027611732482921
left_child=9 2 15 4 6 -6 -3 14 -9 16 11 -11 -12 -14 -5 -2 22 -17 19 -18 -13 -20 24 -24 -1
right_child=1 3 -4 7 5 -7 -8 8 -10 10 12 20 13 -15 -16 17 18 -19 21 -21 -22 -23 23 -25 -26
leaf_value=-3.949547060337707e-06 -0.0016439178542766188 -5.619206395107647e-05 0.057193794346661886 -0.00092581130406965229 0.10633440851949853 -1.9395546275110724e-05 -0.0039712299241780004 -0.00021046342295788232 -0.00105160727875705 -0.0026410436784119707 -0.0018438107691508775 -0.0010426625626213434 -0.00021681277415135772 0.00058164423178709503 -3.2950676821810018e-05 -0.00028939293042920045 -0.0015581696620211004 0.00034757010801192775 3.4984686133198125e-05 -0.00012836518562072991 0.00030067239605289484 -2.9593573033672386e-05 0.0025936274910218749 -9.4865092745056271e-06 -3.1258070488002362e-05
leaf_weight=472416 21 918 20 67 20 29 84 1311 193 23 24 27 1093 96 15510 208 45 139 4099 1379 21 59759 202 16188 13349
leaf_count=472416 21 918 20 67 20 29 84 1311 193 23 24 27 1093 96 15510 208 45 139 4099 1379 21 59759 202 16188 13349
internal_value=-3.92765e-06 9.6461e-05 0.00282854 3.79983e-05 0.00165648 0.0433903 -0.000384399 -6.15873e-05 -0.000318403 -7.19673e-06 -0.000239853 -0.00116312 -0.000185812 -0.000152345 -3.67911e-05 -0.000126097 -6.67028e-06 -3.42406e-05 -2.86789e-05 -0.000173549 -0.000454954 -2.54483e-05 -3.80908e-06 2.25958e-05 -4.7e-06
internal_weight=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 15577 368 567437 347 65282 1424 48 63858 502155 16390 485765
internal_count=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 15577 368 567437 347 65282 1424 48 63858 502155 16390 485765

Tree=16
num_cat=0
split_feature=49 8 19 15 51 49 45 47 33 8 17 2 51 15 33 21 20 19 55 23 51 21 17
split_gain=0.0537013 4.57683 58.0059 0.0263725 1.86165 0.0722577 0.0389104 2.58879 15.3966 0.0374991 0.0258893 0.0225341 0.0971243 0.226568 0.0136629 0.0134441 0.00875826 0.00887599 0.00825286 0.00664143 0.00591171 0.00439134 6.57224e-05
threshold=2.1410850286483769 0.02486436348408461 0.00092594261514022957 0.55725386738777172 -0.044410638511180871 -0.12514873594045636 -0.092140045017003999 -1.256108224391937 -0.21832937002182004 0.057788373902440078 -0.8429943025112151 0.033429451286792762 -0.044410638511180871 0.49088101089000707 4.1410574913024911 4.1274077892303476 0.0057754325680434713 0.0089603210799396055 2.0211037397384648 -0.20092472434043882 -0.073427252471446977 0.50298538804054271 1.5450143218040469
left_child=3 2 20 6 -5 9 7 8 -1 -6 -9 19 13 -13 -14 -7 17 -8 -18 -3 22 -21 -2
right_child=1 11 -4 4 5 15 16 10 -10 -11 -12 12 14 -15 -16 -17 18 -19 -20 21 -22 -23 -24
leaf_value=0.056871704632718317 -1.5324259135324121e-06 -0.0011160680149623658 0.10617084921467358 -0.014117761440575123 -0.0038416858765413053 -2.5522196419954002e-05 -4.0855160204175569e-06 -0.00074927999246772903 -0.0014486094007715813 -0.00099926724947396327 -8.9286045391680064e-06 -0.00027266256985264837 -9.4754743797678391e-05 -0.0067970316434770618 -0.0015758205172049043 -0.00033857857698715702 -2.2245433533469257e-05 6.9133743460548405e-05 -0.00016884697088262224 -1.417416950718756e-05 -0.0010880880062295545 -0.00020419212373631605 -0.00011548055754974484
leaf_weight=20 205 20 20 34 24 9817 475303 176 88 55 5020 66 894 27 23 520 75998 6036 1408 10991 20 456 20
leaf_count=20 205 20 20 34 24 9817 475303 176 88 55 5020 66 894 27 23 520 75998 6036 1408 10991 20 456 20
internal_value=-3.69199e-06 0.00011814 0.00792087 -6.39414e-06 -0.00010084 -5.50857e-05 -4.64437e-06 0.000157101 0.00935145 -0.00186279 -3.40059e-05 -4.75829e-05 -0.000319277 -0.00216683 -0.000131903 -4.12704e-05 -6.17976e-06 -3.16735e-06 -2.49121e-05 -2.36523e-05 -9.95327e-05 -2.17437e-05 -1.16611e-05
internal_weight=587241 12742 265 574499 10450 10416 564049 5304 108 79 5196 12477 1010 93 917 10337 558745 481339 77406 11467 245 11447 225
internal_count=587241 12742 265 574499 10450 10416 564049 5304 108 79 5196 12477 1010 93 917 10337 558745 481339 77406 11467 245 11447 225

Tree=17
num_cat=0
split_feature=49 7 5 19 46 17 15 29 5 49 9 18 19 19 49 34 49 25 2 8 20 18 55
split_gain=0.0474505 8.38948 52.768 0.0419463 0.0258351 0.0356447 0.0233027 0.345276 0.0798893 0.0577377 0.0213375 0.0182614 0.0134457 0.0312341 4.6047 0.0203384 0.0236874 0.0185469 0.00678151 0.0137658 0.00597784 0.00233539 0.000476021
threshold=2.1410850286483769 0.024630161002278331 1.8617231845855715 -0.012017900124192236 0.018343624658882621 -0.81591686606407154 0.55725386738777172 0.0082062832079827803 -0.29874807596206659 -0.12514873594045636 0.04428174905478955 0.22155543416738513 0.21772904694080356 0.089487399905920043 0.82905498147010814 -0.53268396854400624 -2.8684843778610225 0.50806447863578807 0.017895103432238105 0.026282756589353088 0.0057754325680434713 0.08623185753822328 0.60460388660430919
left_child=6 2 3 22 18 -6 12 -8 10 -10 -9 -7 13 20 -15 16 -14 -17 21 -20 -1 -3 -2
right_child=1 4 -4 -5 5 11 7 8 9 -11 -12 -13 15 14 -16 17 -18 -19 19 -21 -22 -23 -24
leaf_value=-2.9754748114444741e-06 6.3236072702238744e-06 -1.484245193362191e-05 0.10494150304657114 -0.0030848575622487713 -0.0029112017514416944 -0.00027966981429416066 -0.0079707535603665749 -0.0039365786528214805 -0.0016939868788064744 -5.5389616376879598e-05 -0.0014667600685029088 -0.0021222205931553618 -0.0018881093765230617 -3.9770393608747938e-05 0.015657952066475821 -0.00029100415179127126 2.3661191521710071e-05 -0.0011717852280414545 -0.0015535148297487467 -0.00013161653169915149 -2.1179659574756074e-05 0.00046923314752348231 -0.00031686757647548803
leaf_weight=481345 75 10642 20 20 20 609 20 20 78 10298 34 20 24 6278 68 311 838 119 25 1254 75066 36 21
leaf_count=481345 75 10642 20 20 20 609 20 20 78 10298 34 20 24 6278 68 311 838 119 25 1254 75066 36 21
internal_value=-3.47047e-06 0.000111052 0.0149335 -0.000585147 -4.88603e-05 -0.000417546 -6.01049e-06 -9.47894e-05 -7.96869e-05 -6.77075e-05 -0.00238151 -0.000338256 -4.3657e-06 -3.92183e-06 0.000128437 -0.000197702 -2.95668e-05 -0.000534755 -2.88489e-05 -0.00015941 -5.43142e-06 -1.32104e-05 -6.43745e-05
internal_weight=587241 12742 136 116 12606 649 574499 10450 10430 10376 54 629 564049 562757 6346 1292 862 430 11957 1279 556411 10678 96
internal_count=587241 12742 136 116 12606 649 574499 10450 10430 10376 54 629 564049 562757 6346 1292 862 430 11957 1279 556411 10678 96

Tree=18
num_cat=0
split_feature=14 51 9 32 3 18 9 35 33 9 51 25 49 16 27 7 48 32 49 32 5 25 16 20 19 21 55
split_gain=0.0500452 0.940177 60.899 2.00282 0.769526 16.1703 0.269185 0.0347914 0.0174687 0.0238171 0.0152969 0.0165983 0.0230234 0.0263551 0.0193647 0.0305348 0.0190771 0.00905827 0.0193385 0.02866 0.0118233 0.00863176 0.00847121 0.00455752 0.0085326 0.00468329 0.00217937
threshold=0.47881264984607702 -0.044410638511180871 0.0081262872554361838 0.55725386738777172 -0.038793424144387238 0.014026825316250326 0.093192353844642653 0.31754066050052648 2.7939054965972905 1.8047060370445254 3.3942130804061894 0.50806447863578807 1.0000000180025095e-35 -0.2098903805017471 0.074947539716959014 -0.27966761589050287 0.42183295637369161 0.31653484702110296 -0.12514873594045636 0.55725386738777172 -0.35088199377059931 1.146424472332001 -0.6863274574279784 0.0065614767372608193 0.0089603210799396055 5.3197524547576913 2.1799244880676274
left_child=10 2 -2 26 5 -3 -5 -7 22 -10 17 14 13 -13 16 -16 -12 23 19 -19 -20 -14 -6 24 -1 -25 -4
right_child=1 4 3 6 8 7 -8 -9 9 -11 11 12 21 -15 15 -17 -18 18 20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=-3.7822609368879725e-06 0.10538001690834062 0.053863321750291758 -3.5697209950975741e-05 -0.018428270906209947 -0.00029018601209254355 -9.7988471644015101e-05 -0.0090893173635005955 -0.002230270154774189 -0.00024292221201556414 -0.001935414160543587 0.00044814549270440489 -0.00039707863541091148 7.4871323602565095e-05 -0.0015531539360951407 0.00065401314169866956 -0.00090892727377649856 -0.00020915283743526273 -0.00025271929048470291 -0.001352037008595653 -0.001819555019335997 -4.555885982667143e-05 0.0016014938702573998 -2.277059455626144e-05 -2.058437924730236e-05 6.7743030209314263e-05 0.00018557520488137467 -0.0004715625808069793
leaf_weight=482444 20 21 502 20 438 337 25 30 869 31 313 290 40 94 60 180 323 203 25 53 9816 20 16182 68381 6080 399 45
leaf_count=482444 20 21 502 20 438 337 25 30 869 31 313 290 40 94 60 180 323 203 25 53 9816 20 16182 68381 6080 399 45
internal_value=-3.26224e-06 9.38007e-05 0.00240631 -0.00107253 1.47714e-05 0.00265773 -0.01324 -0.000272289 -4.37598e-05 -0.000301219 -6.42303e-06 -0.000210437 -0.00050929 -0.000680076 -5.89646e-05 -0.000518192 0.000114329 -5.94841e-06 -6.22705e-05 -0.000577103 -4.88778e-05 0.000583746 -2.9818e-05 -4.92799e-06 -2.89208e-06 -1.93884e-05 -7.15545e-05
internal_weight=587241 18520 612 592 17908 388 45 367 17520 900 568721 1320 444 384 876 240 636 567401 10097 256 9841 60 16620 557304 488524 68780 547
internal_count=587241 18520 612 592 17908 388 45 367 17520 900 568721 1320 444 384 876 240 636 567401 10097 256 9841 60 16620 557304 488524 68780 547

Tree=19
num_cat=0
split_feature=16 51 26 15 15 51 5 45 47 18 6 14 33 20 11 49 6 49 2 24 45 21 16
split_gain=0.0473741 4.43369 53.3998 0.202867 0.0429115 1.45895 0.0680545 0.0444607 2.4669 14.6754 0.042017 0.0197019 0.0191321 0.0181223 0.0329996 0.016967 0.0168268 0.0167424 0.0155184 0.0127841 0.00812076 0.0134111 0.00524188
threshold=0.47032849490642553 -0.044410638511180871 0.39729689061641699 0.49088101089000707 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 -0.092140045017003999 -1.256108224391937 0.029310756362974647 0.43133081495761877 0.77122130990028392 4.1410574913024911 0.29121379554271704 1.6082410216331484 1.0000000180025095e-35 -3.7829803228378291 -1.1986278891563413 0.033429451286792762 1.8349396586418154 0.02913149539381266 7.5341277122497567 -1.5408351421356199
left_child=4 2 3 10 7 -6 11 8 9 -1 -2 -7 16 19 -15 -8 -3 -18 -10 -14 22 -22 -9
right_child=1 12 -4 -5 5 6 15 20 18 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.055463068154174837 3.8725640187207417e-05 0.0017183840781981416 0.10201155317956 -0.0062162352589803047 -0.012396087383585316 -0.0034443230669014154 -0.0010846868010362257 0.00015681932377605744 -2.322773789754612e-06 -0.0020723544839840332 -0.002893696597544476 -0.0011458829368448593 -0.00018955176265407966 -0.00053316551078841042 -0.0029598532191117887 -5.1054411077173789e-05 -0.0017579523756285197 -2.0383353837676123e-05 -0.00078499580613307406 0.0011576354353585176 -3.6016956487338926e-05 -0.0010099083494980517 -4.290626441218696e-06
leaf_weight=20 146 20 20 24 35 25 58 728 4708 79 20 29 417 243 22 3999 20 10927 93 27 26827 51 538703
leaf_count=20 146 20 20 24 35 25 58 728 4708 79 20 29 417 243 22 3999 20 10927 93 27 26827 51 538703
internal_value=-3.06651e-06 0.0001155 0.00875629 -0.00106005 -5.51593e-06 -0.000197849 -9.39959e-05 -4.11992e-06 0.000175838 0.00955096 -0.000314578 -0.00220998 -3.99095e-05 -0.000341979 -0.000734626 -6.58315e-05 -2.03812e-05 -2.35579e-05 -1.74839e-05 -0.000107628 -5.67701e-06 -3.78649e-05 -4.0732e-06
internal_weight=587241 11886 210 190 575355 4146 4111 571209 4900 99 166 54 11676 709 265 4057 10967 10947 4801 444 566309 26878 539431
internal_count=587241 11886 210 190 575355 4146 4111 571209 4900 99 166 54 11676 709 265 4057 10967 10947 4801 444 566309 26878 539431

Tree=20
num_cat=0
split_feature=21 49 8 21 31 28 47 14 51 15 14 45 29 51 15 28 9 5 15 49 1 23 5 46 29 35 28 23
split_gain=0.0837534 1.68347 52.1573 0.257056 2.26622 12.7198 0.334423 0.0284688 0.146601 0.0234467 0.0753162 3.5375 13.7833 0.0581458 1.43968 0.125538 0.0601414 0.0403933 0.0284216 0.0215701 0.0130272 0.0110268 0.016971 0.0105974 0.00698517 0.00628883 0.00624473 0.00508309
threshold=0.72027611732482921 2.1410850286483769 0.02888546418398619 0.84256917238235485 2.102653026580811 0.012232854496687652 -1.256108224391937 0.47881264984607702 -0.044410638511180871 0.31653484702110296 0.47881264984607702 -0.092140045017003999 1.5154142975807192 -0.044410638511180871 0.55725386738777172 0.022439152002334598 0.0084359985776245611 -0.27886094152927393 0.55725386738777172 -0.24442419409751889 0.081908166408538832 -0.20092472434043882 -1.342282712459564 -0.24744338542222974 1.5154142975807192 -1.2578006982803343 0.077588375657796874 -0.030672303400933739
left_child=9 3 -3 4 6 -6 -2 23 -9 10 21 12 -12 14 16 -16 -11 18 -15 -19 24 22 -1 -5 -4 -13 -22 -23
right_child=1 2 20 7 5 -7 -8 8 -10 13 11 25 -14 17 15 -17 -18 19 -20 -21 26 27 -24 -25 -26 -27 -28 -29
leaf_value=7.1386190574810839e-05 0.0025880375789775296 0.098506915485835622 -3.7185565115698815e-05 0.00027415516596575844 0.052336099454194485 -0.00026190908855937777 -4.4261150336905341e-05 -0.0024131219327147226 -0.00013087148973379796 -0.002063148350544824 0.055912791325652508 0.001000683981226757 -0.0011513214425212936 -0.00037531940078241115 -0.014721100760623811 -0.0082213882316389802 -4.2913728483026134e-05 -0.0011159897051402367 -0.0024623916583226585 -2.9552559543105461e-05 -0.00050269168095603103 -3.3082298628530053e-05 -0.00042894166752382567 -1.8937641275522018e-05 -0.0010875604907050727 -6.7057947918094677e-05 -0.0017918402806390077 -2.9786422841233384e-06
leaf_weight=442 191 20 453 456 20 96 1924 106 2297 55 20 20 64 55 20 23 1495 66 41 20455 31 21012 545 17034 24 2801 24 517787
leaf_count=442 191 20 453 456 20 96 1924 106 2297 55 20 20 64 55 20 23 1495 66 41 20455 31 21012 545 17034 24 2801 24 517787
internal_value=-8.14227e-07 0.000112249 0.00338515 3.05896e-05 0.000641298 0.00880671 0.000193455 -3.79014e-05 -0.000231545 -5.35278e-06 -2.87989e-06 0.000301809 0.0124354 -6.57765e-05 -0.00041503 -0.0112445 -0.000114599 -3.8791e-05 -0.00126667 -3.30468e-05 -0.000190854 -4.51966e-06 -0.000204884 -1.12961e-05 -9.00346e-05 -5.9488e-05 -0.00106523 -4.15262e-06
internal_weight=587577 22676 552 22124 2231 116 2115 19893 2403 564901 542691 2905 84 22210 1593 43 1550 20617 96 20521 532 539786 987 17490 477 2821 55 538799
internal_count=587577 22676 552 22124 2231 116 2115 19893 2403 564901 542691 2905 84 22210 1593 43 1550 20617 96 20521 532 539786 987 17490 477 2821 55 538799

Tree=21
num_cat=0
split_feature=45 17 6 24 15 51 15 7 55 46 18 23 5 15 16 31 31 49 18 15 4 35 24 49 19
split_gain=0.0455353 1.16811 6.92695 0.04821 0.0327368 0.0308923 1.89432 0.220309 0.0257155 0.554959 11.072 0.0923378 0.023866 0.0335376 0.0226439 0.0137916 0.242849 0.0122436 0.0213206 0.0135284 0.035144 0.0179532 0.0118838 0.00981601 0.0059535
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 0.78624063730239879 0.26077497005462652 -0.044410638511180871 0.55725386738777172 0.061627229675650604 2.0211037397384648 0.030185866169631485 -0.011115315370261667 -0.030672303400933739 -0.24775800108909604 0.55725386738777172 0.47032849490642553 -1.3418890833854673 -1.3606606125831602 -1.6757296919822691 0.22155543416738513 0.97922730445861828 0.22128950804471972 0.98811855912208568 0.06303694844245912 -0.24442419409751889 0.089487399905920043
left_child=1 2 3 22 8 6 14 -8 15 11 -11 -10 13 -7 -6 16 -2 18 -3 20 -19 -21 -1 -14 -17
right_child=4 17 -4 -5 5 12 7 -9 9 10 -12 -13 23 -15 -16 24 -18 19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.00092791135431200792 -8.0240089950373644e-07 -0.00010488311907309773 0.038201276798034089 -0.0037424747063778338 -5.0960917401671672e-05 -0.00015893412741466558 -0.016048956736922262 -0.0080009172677993779 0.00064193037925979607 0.04016086866597806 -0.00017858757630990839 -5.1281500812463392e-05 -0.00058849719336601829 -0.0019681269018275828 -0.0010189584737317898 -3.4820440048873109e-06 0.00065067103014344136 -8.374469094494956e-05 0.0022467355938304377 0.00095426442333828351 -0.0015638954748064861 3.7468838839003482e-05 0.00084908019017893824 -3.3000821306218424e-05 -6.842881208430333e-05
leaf_weight=42 42818 35 20 20 3866 112 24 25 748 26 423 9199 115 55 89 493322 2164 1539 23 97 60 371 20 27340 5134
leaf_count=42 42818 35 20 20 3866 112 24 25 748 26 423 9199 115 55 89 493322 2164 1539 23 97 60 371 20 27340 5134
internal_value=-1.85175e-06 0.000268943 0.00654103 -0.00118098 -2.88182e-06 -6.22547e-05 -0.000218007 -0.0119428 5.08596e-07 9.39847e-05 0.00215733 8.47029e-07 -3.96773e-05 -0.000754776 -7.27439e-05 -1.27961e-06 3.05388e-05 -3.21168e-05 0.000827655 -5.6242e-05 -0.000139285 0.000227488 -0.000354688 -3.53276e-05 -4.15098e-06
internal_weight=587687 2227 102 82 585460 31626 4004 49 553834 10396 449 9947 27622 167 3955 543438 44982 2125 58 2067 1599 468 62 27455 498456
internal_count=587687 2227 102 82 585460 31626 4004 49 553834 10396 449 9947 27622 167 3955 543438 44982 2125 58 2067 1599 468 62 27455 498456

Tree=22
num_cat=0
split_feature=45 17 33 6 14 51 15 9 9 55 45 45 34 14 3 34 48 35 5 26 0 0 11 25 12 13 4
split_gain=0.040235 1.03214 6.231 0.0805683 0.0331367 0.189996 1.45196 0.366328 0.220092 0.0196779 0.349852 5.62795 0.0252151 0.0165811 0.0147627 0.062282 0.0139535 0.0147284 0.0228501 0.0141141 0.0132329 0.19341 0.0126846 0.012105 0.0120045 0.0116885 0.00908675
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 6.0551392380148179e-05 0.47881264984607702 -0.044410638511180871 0.55725386738777172 0.0084359985776245611 0.093192353844642653 2.0211037397384648 0.013385457918047907 0.014364767353981735 1.4604040384292605 -0.79380461573600758 -0.037040866911411278 0.64660403132438671 -0.34191577136516565 -0.10089390724897383 -1.5977932810783384 2.4251221418380742 -0.034956371411681168 -0.037053914740681641 -2.0318287611007686 0.19507959485054019 3.7603465318679814 -1.3210638761520384 0.074974935501813902
left_child=1 2 -1 13 9 6 7 -6 -8 20 12 -12 -11 -4 15 -7 17 18 -3 22 21 -2 -18 -21 -19 -16 -22
right_child=4 16 3 -5 5 14 8 -9 -10 10 11 -13 -14 -15 25 -17 19 24 -20 23 26 -23 -24 -25 -26 -27 -28
leaf_value=0.035273376969354488 -6.7577006251066276e-06 0.00012797263764999418 0.00061940689131998535 -0.0046008813939988616 -0.0082830066829919814 -0.00021763029520544664 -0.015677401021770808 -1.5329915559250168e-05 -0.0071815729490481315 -3.7324230871310382e-05 0.013931344483025895 -9.9212813753563717e-05 -0.00051053800608370846 -0.0013855033550256241 -0.0013609844970051198 -0.0033687028044369072 0.00048293352437639214 4.092583526227561e-05 -0.0018384799450555313 -1.1555518472700247e-06 -2.8766182413746923e-06 0.0006844824909725503 1.1093704818363893e-05 -0.0015791836633288767 -0.00084960738982356682 -3.5933653839984958e-05 -9.4182897788832603e-05
leaf_weight=21 19486 36 33 21 20 382 23 546 21 8775 111 1414 425 27 24 24 240 246 52 35 531704 1575 1411 35 70 16977 3953
leaf_count=21 19486 36 33 21 20 382 23 546 21 8775 111 1414 425 27 24 24 240 246 52 35 531704 1575 1411 35 70 16977 3953
internal_value=-1.74065e-06 0.000252807 0.00614857 -0.0014023 -2.70891e-06 -8.28171e-05 -0.00112365 -0.000307474 -0.0116226 -1.65376e-07 8.03351e-05 0.000922028 -5.91846e-05 -0.000282803 -4.6343e-05 -0.000403901 -3.01898e-05 -0.000347522 -0.00103402 4.4303e-05 -1.71619e-06 4.49352e-05 7.96834e-05 -0.00079017 -0.000156344 -3.78042e-05 -3.55043e-06
internal_weight=587687 2227 102 81 585460 18017 610 566 44 567443 10725 1525 9200 60 17407 406 2125 404 88 1721 556718 21061 1651 70 316 17001 535657
internal_count=587687 2227 102 81 585460 18017 610 566 44 567443 10725 1525 9200 60 17407 406 2125 404 88 1721 556718 21061 1651 70 316 17001 535657

Tree=23
num_cat=0
split_feature=45 17 6 33 5 7 49 26 8 31 23 25 21 51 16 12 12 48 35 5 26 48 25 12 23 24
split_gain=0.0355517 0.912 6.2389 0.0966057 0.0276303 0.207398 0.271703 0.031324 0.0189345 0.0179645 1.44866 13.183 0.0160131 0.01738 0.0140628 0.0134515 0.0632804 0.0123293 0.013014 0.0201903 0.0124712 0.0127018 0.010696 0.0106072 0.0102464 0.0073399
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 0.30081495642662054 2.1598320007324223 0.024630161002278331 1.544707775115967 1.3266369700431826 0.053721310570836074 2.102653026580811 -0.0097320508211851103 0.93840822577476513 0.3287977427244187 -0.044410638511180871 1.2757623791694643 0.40658295154571539 0.32689350843429571 -0.34191577136516565 -0.10089390724897383 -1.5977932810783384 2.4251221418380742 0.42183295637369161 0.19507959485054019 3.7603465318679814 0.16060598939657214 -0.74846577644348133
left_child=1 2 3 -1 9 6 7 -6 -5 15 11 -11 25 -14 -12 16 -2 18 19 -3 21 -19 -22 -20 -17 -7
right_child=4 17 -4 8 5 12 -8 -9 -10 10 14 -13 13 -15 -16 24 -18 20 23 -21 22 -23 -24 -25 -26 -27
leaf_value=-0.0051748031652532516 -2.0218471744434235e-06 0.00012029426892089152 0.035826384035870434 0.00034441829037470072 -0.002816003120780286 -0.00063774893969725539 -0.0082927801908866967 1.1064822389904969e-05 -0.0018986103921197353 -0.0012416766417300096 -4.2543512474238368e-05 0.051252880110405387 -0.00066549299121306383 -0.00012053133966721164 0.0013050780918898194 -3.7796275752557814e-05 0.00016048862543452193 0.0002801218327357542 3.8470283805553463e-05 -0.0017281711512707541 -1.0862350796482391e-06 -6.0056202172778419e-05 -0.0014844326455744781 -0.00079863096845136689 0.00013409658578838351 -4.5313103173918727e-05
leaf_weight=20 514782 36 20 42 21 76 25 43 20 124 6324 20 328 589 28 45038 8773 655 246 52 35 996 35 70 1284 8005
leaf_count=20 514782 36 20 42 21 76 25 43 20 124 6324 20 328 589 28 45038 8773 655 246 52 35 996 35 70 1284 8005
internal_value=-1.63621e-06 0.000237638 0.00577966 -0.00154881 -2.54637e-06 -0.000106356 -0.00298854 -0.000916567 -0.000379139 -9.09733e-07 9.83046e-05 0.00604923 -7.78479e-05 -0.000315458 -3.66031e-05 -2.04067e-06 7.01275e-07 -2.83784e-05 -0.00032667 -0.000971981 4.16448e-05 7.49024e-05 -0.000742759 -0.000146964 -3.30316e-05 -5.08848e-05
internal_weight=587687 2227 102 82 585460 9087 89 64 62 576373 6496 144 8998 917 6352 569877 523555 2125 404 88 1721 1651 70 316 46322 8081
internal_count=587687 2227 102 82 585460 9087 89 64 62 576373 6496 144 8998 917 6352 569877 523555 2125 404 88 1721 1651 70 316 46322 8081

Tree=24
num_cat=0
split_feature=5 7 49 26 29 24 17 17 1 11 0 51 15 33 55 49 24 33 19 19 33 49 18 19 33 35
split_gain=0.0267259 0.182815 0.240077 0.0276779 0.0170548 0.397384 7.758 0.0227836 0.0192109 0.0185768 0.0168694 0.0339369 0.747329 0.0161666 0.01524 0.28055 11.109 0.105001 0.0109203 0.240967 0.00832124 0.00731429 0.00536261 0.00904766 0.00645432 0.000350321
threshold=2.1598320007324223 0.024630161002278331 1.544707775115967 1.3266369700431826 2.2350320816040044 1.7687134742736819 -0.80106624960899342 -0.8429943025112151 -0.18902185559272763 1.8007810711860659 0.019731597974896434 -0.044410638511180871 0.55725386738777172 0.40537552535533911 2.0211037397384648 1.0676059126853945 -0.88231047987937916 0.50690898299217235 0.00048415971104986971 1.0000000180025095e-35 1.3590837121009829 2.1410850286483769 0.22155543416738513 0.21772904694080356 0.16549905389547351 0.43215747177600866
left_child=4 2 3 -2 14 7 -7 8 -6 -8 22 12 -12 -9 18 17 -17 -16 19 -1 -13 -20 23 -3 -24 -5
right_child=1 10 -4 25 5 6 9 13 -10 -11 11 20 -14 -15 15 16 -18 -19 21 -21 -22 -23 24 -25 -26 -27
leaf_value=-1.3209047590378924e-06 -0.0026470429506818098 -2.9944864725085041e-05 -0.0077952133744955063 0.00018568881892406353 -0.0018426681837733013 0.036548756543885577 -5.2420132273140638e-05 -0.00022745063279872523 -0.00040412096943473442 0.001218708241700053 -0.00016962248699035217 -3.4899869715864044e-05 -0.010759455672651529 4.1103227238062679e-05 -6.1142015907179347e-05 0.040517081099783171 -0.00012234134187906861 0.00079937996045820582 -1.8402535759622276e-05 0.00062542300951930652 -0.00052339895183019106 -0.00015821709848468893 0.0013570096670247782 -0.0011107287449184306 2.1992037218296901e-05 -0.00015691932606201093
leaf_weight=462883 21 6754 25 21 43 22 413 1257 150 46 594 1500 25 2254 9644 25 771 539 96874 2219 137 1366 22 28 32 22
leaf_count=462883 21 6754 25 21 43 22 413 1257 150 46 594 1500 25 2254 9644 25 771 539 96874 2219 137 1366 22 28 32 22
internal_value=-1.53804e-06 -0.000103105 -0.00280922 -0.000861573 7.38516e-08 0.000120758 0.00174321 -8.9933e-05 -0.000724626 7.49696e-05 -7.66155e-05 -0.000218882 -0.000597322 -5.50438e-05 -8.05557e-07 6.92061e-05 0.00115402 -1.55934e-05 -2.17002e-06 1.66929e-06 -7.57822e-05 -2.03466e-05 -2.9665e-05 -3.4407e-05 0.000565888 1.04009e-05
internal_weight=587687 9181 89 64 578506 4185 481 3704 193 459 9092 2256 619 3511 574321 10979 796 10183 563342 465102 1637 98240 6836 6782 54 43
internal_count=587687 9181 89 64 578506 4185 481 3704 193 459 9092 2256 619 3511 574321 10979 796 10183 563342 465102 1637 98240 6836 6782 54 43

Tree=25
num_cat=0
split_feature=14 15 5 51 15 7 9 14 31 46 28 45 21 34 21 45 15 34 9 16 31 31 45 47 45
split_gain=0.0313947 0.091416 8.0832 0.0362961 1.38131 0.183126 0.053407 0.254005 0.0202938 0.945953 13.1995 0.0164799 0.015499 0.0136039 0.011103 0.0125354 0.0681177 0.0111196 0.0135246 0.010993 0.0107903 0.210149 0.01536 0.00813349 0.00732363
threshold=0.35130810737609869 0.55725386738777172 -0.22718665748834607 -0.044410638511180871 0.55725386738777172 0.061627229675650604 0.008748169522732498 0.47881264984607702 2.102653026580811 0.030185866169631485 0.003276975941844285 0.16386169940233233 0.63008329272270214 -0.070758674293756471 1.6111459732055666 -0.092140045017003999 0.33939093351364141 1.3183248639106753 0.008748169522732498 0.47032849490642553 -1.3418890833854673 -1.3606606125831602 -0.17180078476667401 -1.256108224391937 0.16386169940233233
left_child=1 8 -3 4 6 -6 7 -2 20 12 -11 13 -10 -4 15 16 -5 23 -19 -8 21 -1 -22 -16 -17
right_child=3 2 11 14 5 -7 19 -9 9 10 -12 -13 -14 -15 17 24 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=-1.355214188404203e-06 -0.00019201376391466448 0.038357540742494166 -0.0014683710219338534 -0.0015755865543687832 -0.013998549673706293 -0.0066610468325670807 -9.301578687589016e-06 -0.0073076493000345574 -2.5995216478849862e-05 0.049266407482209618 -0.00016480721775977961 0.0014152643943412435 -0.00037299748703071244 -5.607765247811172e-05 -0.00096533044036855372 -2.7903367710474974e-05 -6.7749468459982806e-05 -0.0015443747237926194 -0.00033806505908810493 -0.0012048558158026675 -0.00021446168093418623 0.00059582352822880747 -2.8594635013267806e-06 -6.1880182782836783e-05 0.00013274763901396943
leaf_weight=45556 129 20 25 120 24 25 2478 21 5276 21 263 27 508 1375 37 20920 1066 36 474 28 1238 2225 503543 1178 1074
leaf_count=45556 129 20 25 120 24 25 2478 21 5276 21 263 27 508 1375 37 20920 1066 36 474 28 1238 2225 503543 1178 1074
internal_value=-1.44576e-06 1.63329e-06 0.000477918 -6.3905e-05 -0.000272646 -0.0102549 -8.84848e-05 -0.0011882 3.99584e-07 0.000109528 0.00349032 -5.2981e-05 -5.64719e-05 -8.12972e-05 -4.12331e-05 -3.03045e-05 -0.000220313 -0.000188088 -0.000423216 -2.26597e-05 -7.98819e-07 2.64534e-05 -3.37843e-06 -8.93927e-05 -2.00585e-05
internal_weight=587687 560077 1447 27610 2705 49 2656 150 558630 6068 284 1427 5784 1400 24905 23180 1186 1725 510 2506 552562 47781 504781 1215 21994
internal_count=587687 560077 1447 27610 2705 49 2656 150 558630 6068 284 1427 5784 1400 24905 23180 1186 1725 510 2506 552562 47781 504781 1215 21994

Tree=26
num_cat=0
split_feature=15 51 49 49 24 16 14 7 16 49 31 29 25 20 31 55 34 15 2 33 50 21 48
split_gain=0.083137 12.3627 39.8086 1.73638 7.4484 0.0741139 0.0707556 0.0309105 0.0204947 3.6758 13.8826 0.0303127 0.0189998 0.0288362 0.0186832 0.0174788 0.259568 0.0173805 0.0120288 0.0168485 0.00905277 0.0083748 0.00524222
threshold=0.55725386738777172 -0.044410638511180871 1.9025341272354128 -0.12514873594045636 1.7687134742736819 -0.82018077373504628 0.29329447448253637 0.070422995835542693 -0.53503435850143422 0.82905498147010814 0.9344310760498048 2.2350320816040044 1.2684781551361086 0.29121379554271704 1.0328620672225954 2.0211037397384648 1.468370318412781 -0.29058854281902308 -0.18820349872112271 0.45067523419857031 -0.93621021509170521 1.6111459732055666 -0.34191577136516565
left_child=8 2 -2 4 7 6 -5 -3 9 18 20 15 14 -14 -13 17 -17 -10 19 -1 -11 -7 -20
right_child=1 3 -4 5 -6 21 -8 -9 11 10 -12 12 13 -15 -16 16 -18 -19 22 -21 -22 -23 -24
leaf_value=-4.337297249333087e-05 -0.0094191140068384509 -0.0031845645373687146 0.096157406257465466 -0.0044835885508324614 0.040535373068880283 2.057899025689877e-06 -0.00081411912829692785 -0.00043748758026751977 4.8178181983052568e-05 -0.00094906822507618931 0.056249279945273879 -0.00016166115415635994 -0.00024383230583308347 -0.0026109815655945565 -0.0010293333995476132 6.9739913793231285e-06 0.0013360814179391761 -3.5197219285522272e-06 -8.8689135424990508e-05 0.00034192002065517522 0.00039701917728273876 -0.00016563704841596809 -1.9276959722042976e-06
leaf_weight=834 36 30 20 22 20 10130 135 29 24501 35 20 838 44 32 100 10169 558 526234 3596 801 37 1199 8279
leaf_count=834 36 30 20 22 20 10130 135 29 24501 35 20 838 44 32 100 10169 558 526234 3596 801 37 1199 8279
internal_value=4.63078e-06 0.000163518 0.0282868 2.73399e-05 0.00889219 -3.3632e-05 -0.00132831 -0.00183431 1.42561e-06 7.42007e-05 0.0120267 -3.34267e-07 -0.000328092 -0.00124053 -0.000254164 2.57663e-07 7.61119e-05 -1.21979e-06 -7.19324e-06 0.000145385 -0.000257329 -1.569e-05 -2.82009e-05
internal_weight=587699 11621 56 11565 79 11486 157 59 576078 13602 92 562476 1014 76 938 561462 10727 550735 13510 1635 72 11329 11875
internal_count=587699 11621 56 11565 79 11486 157 59 576078 13602 92 562476 1014 76 938 561462 10727 550735 13510 1635 72 11329 11875

Tree=27
num_cat=0
split_feature=15 51 6 49 50 16 14 45 47 27 17 0 14 14 23 26 26 47 33 31 23 17 16
split_gain=0.0734598 10.9237 40.5339 1.53427 6.60993 0.065487 0.0628956 0.0293067 2.47697 14.1457 0.0570588 0.0705408 0.0246635 0.018512 0.0180987 0.148644 8.75185 0.0512049 0.0160965 0.0124736 1.97221 0.011837 0.00680912
threshold=0.55725386738777172 -0.044410638511180871 0.46328976750373846 -0.12514873594045636 -0.78624460101127613 -0.82018077373504628 0.26370407640933996 -0.092140045017003999 -1.256108224391937 -0.010236835107207297 -0.8243863284587859 0.02730059809982777 0.47881264984607702 -0.56567150354385365 -0.030672303400933739 -0.81800532341003407 -0.82827952504158009 -1.256108224391937 -0.10429324209690093 2.102653026580811 -0.0097320508211851103 -0.78042274713516224 0.41815836727619177
left_child=7 2 -2 4 -3 6 -5 8 9 18 11 -10 -12 -6 15 16 -9 -17 -1 22 -21 -7 -16
right_child=1 3 -4 5 13 21 -8 14 10 -11 12 -13 -14 -15 19 17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0037884261914027423 -0.011458289208821953 0.038167643562890589 0.095075742655433712 -0.0043917034137994056 -0.00095599816144002888 -0.00027501230026307091 -0.00078976833303824373 -4.0319531999035968e-05 -0.00057871615716308903 0.054526951442006977 3.5175482328902134e-05 -0.003898077667668426 -0.00078998789000985176 -0.0031757398066110908 -2.5816949238136621e-06 0.00043161137747884515 0.022753784078794845 -2.3162630980947294e-05 -0.0019132047401120265 0.0083169632469240612 -5.1841824963498264e-05 -2.9626676680630762e-07 -7.5689185706341011e-05
leaf_weight=26 36 20 20 20 38 596 137 2764 203 20 4854 26 134 21 535451 932 62 20409 45 103 6423 10733 4626
leaf_count=26 36 20 20 20 38 596 137 2764 203 20 4854 26 134 21 535451 932 62 20409 45 103 6423 10733 4626
internal_value=4.35294e-06 0.000153707 0.0265896 2.56995e-05 0.00835866 -3.16141e-05 -0.00124861 1.34007e-06 0.000141673 0.00995545 -2.95085e-05 -0.000955587 1.30079e-05 -0.00174608 3.5014e-08 5.08473e-05 0.000459763 -3.30183e-06 -0.00259991 -2.21155e-06 8.02432e-05 -1.47486e-05 -3.20789e-06
internal_weight=587699 11621 56 11565 79 11486 157 576078 5308 91 5217 229 4988 59 570770 24167 2826 21341 71 546603 6526 11329 540077
internal_count=587699 11621 56 11565 79 11486 157 576078 5308 91 5217 229 4988 59 570770 24167 2826 21341 71 546603 6526 11329 540077

Tree=28
num_leaves=23
num_cat=0
split_feature=15 51 31 5 55 14 46 16 52 47 29 17 2 25 23 24 17 55 2 33 18 34
split_gain=0.0649091 9.6522 39.4195 2.17094 6.4221 0.0282611 0.0266283 0.0166435 0.574794 13.1004 0.0271251 0.0250896 0.0376752 0.0228554 0.0182758 0.198411 0.0137796 0.0132571 0.0106113 0.0147592 0.00822455 0.005426
threshold=0.55725386738777172 -0.044410638511180871 1.2971196770668032 -0.29874807596206659 -0.99881529808044422 -0.2136467099189758 0.016229191794991497 -0.53503435850143422 1.1707907915115359 -1.256108224391937 2.2350320816040044 -0.8429943025112151 -0.038710735738277428 1.2684781551361086 -0.030672303400933739 0.5656343698501588 -0.78042274713516224 2.1039566993713383 -0.18820349872112271 1.04308158159256 0.15410324186086657 0.92377653717994701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 6 -5 8 18 -10 14 12 -12 -13 15 -9 -7 -16 19 -1 -11 -20
right_child=1 3 -4 5 -6 16 -8 10 9 20 11 13 -14 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=3.5471794716886248e-07 0.092532295916229482 0.03906949301739223 -0.012526960227017601 -0.00038152589468898269 -0.0033355691510951143 -0.00030058467231675051 -0.0020157031167348446 -3.5815691992058776e-05 0.044400762454888894 -0.00016288110238068141 -0.002999418819323182 -0.00015313402543879376 6.0805387745079186e-05 -0.0012648197142758968 -7.9689605419294725e-07 0.00041340049577295277 -2.4444145712989728e-06 -7.785904599409284e-05 -2.8384683827601638e-05 0.00037980941287099048 0.0006954480739395049 -0.00046169561420538228
leaf_weight=1071 20 20 36 247 36 589 42 17787 25 464 30 884 28 72 531096 4419 10631 8160 11330 563 44 105
leaf_count=1071 20 20 36 247 36 589 42 17787 25 464 30 884 28 72 531096 4419 10631 8160 11330 563 44 105
internal_value=4.09176e-06 0.000144485 0.0249942 2.41575e-05 0.0118091 -3.31851e-05 -0.000619019 1.25967e-06 6.68415e-05 0.0019982 -3.26258e-07 -0.000310372 -0.00152207 -0.000236859 2.33684e-07 5.35785e-05 -1.80954e-05 -1.963e-06 -1.19262e-05 0.000131097 -8.85376e-05 -3.23635e-05
internal_weight=587699 11621 56 11565 56 11509 289 576078 13602 533 562476 1014 58 956 561462 22206 11220 539256 13069 1634 508 11435
internal_count=587699 11621 56 11565 56 11509 289 576078 13602 533 562476 1014 58 956 561462 22206 11220 539256 13069 1634 508 11435

Tree=29
num_cat=0
split_feature=21 49 7 21 34 26 47 45 47 7 17 24 15 31 23 46 5 7 49 24 0 2 0 26 5 45
split_gain=0.0607481 1.40181 44.8347 0.219345 1.86693 12.5783 0.331513 0.0710933 0.920277 13.1785 0.297099 6.85789 0.0977075 0.0403179 0.0486845 0.031207 0.0135103 0.073674 0.0993782 0.0294965 0.0124387 0.0116899 0.0102361 0.243982 0.00937294 0.0091624
threshold=0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 -1.0254126787185667 -1.256108224391937 -0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.5828565955162051 0.39962965250015264 1.9244198203086855 -0.0093435486778616888 0.048811158165335662 2.1598320007324223 0.024630161002278331 1.544707775115967 -0.74846577644348133 -0.10312698408961295 -0.018072410486638543 -0.034956371411681168 -0.81800532341003407 1.0261237621307375 0.16386169940233233
left_child=7 3 -3 4 6 -6 -2 8 9 -1 11 -10 -11 20 -15 24 22 18 -18 -19 -5 -12 23 -9 -4 -24
right_child=1 2 15 13 5 -7 -8 16 10 12 21 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.049240044626806458 0.0026522455522936476 0.091277856230735782 -0.0012205622930364021 0.00016112666343482936 0.051310861116740852 -0.00077019465652681737 -5.382395254238611e-05 0.00069962363579807523 -0.00079008031282116066 -0.0027833324069665238 -2.4146401555276615e-06 0.035784761421382427 0.00016026045480101593 -0.0014830148072399977 -0.00024515530602717083 -0.0018756846124485418 -0.00051462198006782653 -0.0012066205335413542 -0.0051171470852568743 -4.8958355062847181e-05 -3.108226260358067e-05 -0.00022696518690989623 -2.8921645655942132e-06 -3.1331963869275432e-05 -4.980630784355813e-05 0.0001491874717303417
leaf_weight=21 178 20 26 1301 20 101 1931 1832 239 55 3981 20 155 133 817 39 57 80 24 8271 17734 1056 531703 16012 463 1430
leaf_count=21 178 20 26 1301 20 101 1931 1832 239 55 3981 20 155 133 817 39 57 80 24 8271 17734 1056 531703 16012 463 1430
internal_value=3.84625e-06 9.99466e-05 0.00309783 2.59947e-05 0.000590401 0.00783824 0.000174569 -2.59223e-08 0.000214108 0.0039212 5.24128e-05 0.00203423 -0.000610681 -3.69837e-05 -0.000418456 -0.000242323 -2.14158e-06 -7.75153e-05 -0.00187833 -6.00484e-05 -1.79452e-05 -4.94913e-05 -9.88084e-07 4.37135e-05 -0.000112055 -2.48425e-06
internal_weight=587699 22763 548 22215 2230 121 2109 564936 5527 231 5296 259 210 19985 950 528 559409 8432 81 8351 19035 5037 550977 17844 489 533133
internal_count=587699 22763 548 22215 2230 121 2109 564936 5527 231 5296 259 210 19985 950 528 559409 8432 81 8351 19035 5037 550977 17844 489 533133

Tree=30
num_cat=0
split_feature=45 27 27 5 17 45 17 24 16 7 7 51 14 33 15 51 5 7 5 33 7 55 23 23 0 1 14
split_gain=0.0528415 0.440533 15.1749 36.4515 0.0877245 0.086026 0.04619 0.148829 0.0460412 7.43859 51.795 0.311466 0.912136 0.0365684 0.0290374 1.54327 0.120744 0.0173471 0.0161597 0.0363258 0.0192914 0.0151751 0.256109 0.0128887 0.01178 0.00709811 0.00357626
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 -0.8243863284587859 -0.17180078476667401 -0.8243863284587859 1.4374936223030093 0.47032849490642553 0.024630161002278331 0.024399208836257461 -0.044410638511180871 0.52534529566764843 0.20203109085559848 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 0.022684123367071155 -1.2521181106567381 1.3590837121009829 -0.013134427368640898 2.0211037397384648 -0.0097320508211851103 -0.034202711656689637 -0.034956371411681168 -0.13097606599330899 0.27763167023658758
left_child=1 6 3 -3 5 -4 7 13 14 10 17 12 -11 -1 21 -16 -17 -10 19 -8 -20 24 -23 -6 -2 -13 -5
right_child=8 2 4 26 23 -7 18 -9 9 11 -12 25 -14 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0017742482096589397 4.6276622976934893e-05 0.096829401174043594 -0.0047230737851932649 7.5571098597720265e-05 0.0003044612630851175 -0.00047272537100070619 1.4317134127260106e-05 -0.0058773856951156627 0.0003221407721730429 -0.0010163535665191348 0.10328085744682176 -0.00056957307356892025 -0.013891115738925609 8.1773737297192827e-05 -0.012196509869475115 -0.0031697969143649309 -8.4097158529750235e-06 -0.0010591121198181167 -0.0004615403334616104 0.00095378545227084444 -5.8137800896933255e-05 0.00068684723493051111 -6.8355737763578031e-05 -0.00019823795368250325 -2.4642240318016829e-06 -1.5657293969741971e-05 -0.0010008621102548204
leaf_weight=53 18464 20 30 20 220 40 1202 20 64 199 20 84 22 137 38 44 3769 67 490 169 3307 1983 8749 1110 537593 9760 25
leaf_count=53 18464 20 30 20 220 40 1202 20 64 199 20 84 22 137 38 44 3769 67 490 169 3307 1983 8749 1110 537593 9760 25
internal_value=3.61548e-06 0.000169373 0.00109175 0.029432 -0.000224046 -0.0022943 -8.18887e-05 -0.00095419 1.66271e-06 0.000127913 0.0133462 -7.03943e-05 -0.002298 -0.000435959 -5.97503e-07 -0.000164797 -4.48904e-05 -0.000384302 -4.6443e-05 0.000130123 -0.000110197 5.18139e-07 7.11865e-05 -0.000115085 -8.45773e-07 -2.03839e-05 -0.000522447
internal_weight=587699 6843 1465 65 1400 70 5378 210 580856 10216 151 10065 221 190 570640 3851 3813 131 5168 1371 3797 566789 10732 1330 556057 9844 45
internal_count=587699 6843 1465 65 1400 70 5378 210 580856 10216 151 10065 221 190 570640 3851 3813 131 5168 1371 3797 566789 10732 1330 556057 9844 45

Tree=31
num_cat=0
split_feature=15 51 55 16 1 14 9 14 45 47 7 18 14 13 27 46 46 55 15 52 31 23 23
split_gain=0.0526893 10.2295 38.1718 0.679042 7.41355 0.037777 0.0271596 0.021066 0.0201252 0.326373 0.0555916 0.0393744 0.0333244 0.0200388 0.0183345 0.0136549 0.143329 1.93335 0.0275944 0.00897883 0.00893625 0.103347 0.00684358
threshold=0.55725386738777172 -0.044410638511180871 0.35734058916568762 -0.82018077373504628 -0.043850412592291825 0.77122130990028392 0.013514122925698759 -0.2136467099189758 -0.092140045017003999 -1.256108224391937 -0.0031785857863724227 0.029310756362974647 0.47881264984607702 0.75589725375175487 0.16744337230920794 -0.046981150284409516 -0.049751374870538705 -1.3123381733894346 0.29597815871238714 -0.31340365111827845 2.102653026580811 -0.0097320508211851103 -0.032262491062283509
left_child=8 2 -2 4 -3 -6 7 -5 9 10 -1 -12 14 -14 -11 16 18 -18 -10 -8 22 -22 -17
right_child=1 3 -4 6 5 -7 19 -9 15 12 11 -13 13 -15 -16 20 17 -19 -20 -21 21 -23 -24
leaf_value=-0.0062864179330478819 0.091563785087317232 0.037995562103111294 -0.014755476880217751 -0.00098504834736321272 -0.0030271477461792525 -0.00071611236723928703 0.0012681226168060676 -0.00019470059219522042 -1.4032136814150335e-05 -1.6516798285776589e-05 -0.005094263372942805 -0.0020000424917222853 -0.00128980793481505 0.00068527971098030155 -0.0010012998295512616 -4.364884410270852e-05 0.005800456755448471 -8.5943714670898673e-05 0.00029911982602034081 -4.5225537253428826e-06 -0.001833637889734345 -4.1683012089220386e-05 -2.3009067182125802e-06
leaf_weight=21 20 20 31 130 36 87 20 1837 24882 4994 20 57 116 22 69 14820 223 2024 1056 9406 118 6398 521471
leaf_count=21 20 20 31 130 36 87 20 1837 24882 4994 20 57 116 22 69 14820 223 2024 1056 9406 118 6398 521471
internal_value=-7.10935e-07 0.000125968 0.0269384 7.43188e-06 0.00411631 -0.00139251 -4.4141e-05 -0.000246935 -3.25796e-06 -0.000119649 -0.00355003 -0.00280374 -5.50118e-05 -0.000974939 -2.99377e-05 -2.17781e-06 3.85409e-05 0.000498243 -1.28295e-06 -1.82227e-06 -4.29211e-06 -7.4134e-05 -3.44353e-06
internal_weight=587878 11587 51 11536 143 123 11393 1967 576291 5299 98 77 5201 138 5063 570992 28185 2247 25938 9426 542807 6516 536291
internal_count=587878 11587 51 11536 143 123 11393 1967 576291 5299 98 77 5201 138 5063 570992 28185 2247 25938 9426 542807 6516 536291

Tree=32
num_cat=0
split_feature=32 51 23 49 7 16 1 24 9 29 20 29 31 12 47 14 29 6 17 20 16 51 31 16
split_gain=0.0465562 9.03878 36.8061 1.11802 6.40806 0.107479 0.0687648 0.0507083 0.0183101 0.0164035 0.237049 2.23718 21.2654 0.218196 0.0150987 0.0328415 0.0334734 0.0273449 0.0116393 0.0126484 0.0115094 0.0406002 0.00825011 0.00626678
threshold=0.55725386738777172 -0.044410638511180871 0.0095878983847796934 -0.12514873594045636 0.049564968794584281 -0.82018077373504628 0.0021543664624914531 1.4374936223030093 0.0090745883062481898 0.20116965472698214 0.025017027743160728 0.1909185126423836 -1.3418890833854673 0.89294114708900463 -1.256108224391937 0.92840704321861278 1.5154142975807192 -1.0968614816665647 -0.85420712828636158 0.10446044057607652 0.47032849490642553 -0.048838386312127106 1.9244198203086855 -1.0598075985908506
left_child=9 2 -2 4 -3 6 -5 -6 -7 10 20 13 -13 -12 15 17 -17 -11 19 -16 23 -22 -20 -1
right_child=1 3 -4 5 7 8 -8 -9 -10 14 11 12 -14 -15 18 16 -18 -19 22 -21 21 -23 -24 -25
leaf_value=-0.00063156374515912334 0.088780839096754785 0.036609803895000362 -0.015619104748531697 -0.0042401460327673706 -0.0004046989729007085 -0.00023244737881317486 -0.0010025574068139257 -0.0036608690226619892 3.4801697331065859e-06 -0.00078618104529049352 -3.5349230035464157e-05 0.060943079466384879 -9.098239406673621e-05 0.0018628830050039006 -9.3247335079028594e-05 -0.00015472050544551827 -0.0035037152450864335 -8.8552735895051495e-05 -1.7943283307693603e-05 -0.00055684333217470019 -0.0011354915785171849 -2.1972047858855827e-05 -0.0002338621861373433 -2.4048135424613357e-06
leaf_weight=57 20 20 31 30 36 1344 111 33 9962 213 3013 23 193 235 772 22 21 4015 59123 292 146 612 644 506910
leaf_count=57 20 20 31 30 36 1344 111 33 9962 213 3013 23 193 235 772 22 21 4015 59123 292 146 612 644 506910
internal_value=-6.68279e-07 0.00011841 0.025322 6.98597e-06 0.00670582 -4.50972e-05 -0.00169141 -0.001962 -2.45657e-05 -3.06248e-06 5.49992e-07 0.000495208 0.00640801 0.000101992 -3.14281e-05 -0.000140477 -0.00179028 -0.000123698 -2.37716e-05 -0.000220475 -2.82486e-06 -0.000236449 -2.02698e-05 -2.47555e-06
internal_weight=587878 11587 51 11536 89 11447 141 69 11306 576291 511189 3464 216 3248 65102 4271 43 4228 60831 1064 507725 758 59767 506967
internal_count=587878 11587 51 11536 89 11447 141 69 11306 576291 511189 3464 216 3248 65102 4271 43 4228 60831 1064 507725 758 59767 506967

Tree=33
num_cat=0
split_feature=15 51 19 5 17 49 50 17 20 20 19 0 47 14 19 55 17 24 11 16 51 16 49
split_gain=0.0411371 7.98667 38.1338 2.09699 5.57417 0.158894 0.0881906 0.019653 0.0162948 0.0833234 0.633916 8.5475 0.0153203 0.0270181 0.039503 0.0269939 0.0104909 0.0193596 0.0083177 0.007295 0.0387857 0.00631171 0.00332845
threshold=0.55725386738777172 -0.044410638511180871 -0.00046013874816708261 -0.29874807596206659 -0.52129998803138722 -0.12514873594045636 0.035385990515351302 -0.80106624960899342 0.032806342467665679 0.025017027743160728 0.00048415971104986971 -0.034956371411681168 -1.256108224391937 0.92840704321861278 0.078965377062559142 2.0211037397384648 -0.8429943025112151 1.5294259190559389 -0.93612900376319874 0.47032849490642553 -0.048838386312127106 -1.5408351421356199 2.4989113807678227
left_child=8 2 -2 4 -3 6 -5 -7 9 19 11 -11 13 15 -15 -10 17 -14 -18 21 -21 -1 -12
right_child=1 3 -4 5 -6 7 -8 -9 12 10 22 -13 16 14 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=-0.00072146184606853322 -0.017870301301440884 0.03687674907431937 0.088395924288779487 -0.0056973491515964264 -0.0035020163001536274 -0.0004210832164167774 -0.0014232346993161454 -1.2560956427163257e-05 -0.00013490429240843894 0.023931851398335452 -2.3549149142165527e-05 0.00032776634290414351 -0.00015067600374581511 9.3907891370525399e-05 -0.0035442348679394593 -0.0016707485215114763 2.6905852052026385e-05 -0.0011690108571062023 -4.2765006804522848e-05 -0.0010673620788163619 -2.4780205641675387e-05 -2.8135924050608207e-06 -0.00071705828377744188
leaf_weight=44 31 20 20 24 32 441 63 10956 2157 58 7225 1156 847 22 21 42 8102 73 25854 146 1069 529450 25
leaf_count=44 31 20 20 24 32 441 63 10956 2157 58 7225 1156 847 22 21 42 8102 73 25854 146 1069 529450 25
internal_value=-6.28182e-07 0.000111305 0.0238027 6.56681e-06 0.0120283 -4.7868e-05 -0.0026023 -2.83685e-05 -2.87873e-06 -2.31557e-07 0.00018654 0.00145547 -4.13314e-05 -0.000193364 -0.00168286 -0.000164238 -3.1558e-05 -0.000231479 -2.61413e-05 -3.21028e-06 -0.000150062 -2.87331e-06 -2.59406e-05
internal_weight=587878 11587 51 11536 52 11484 87 11397 576291 539173 8464 1214 37118 2242 43 2199 34876 920 33956 530709 1215 529494 7250
internal_count=587878 11587 51 11536 52 11484 87 11397 576291 539173 8464 1214 37118 2242 43 2199 34876 920 33956 530709 1215 529494 7250

Tree=34
num_cat=0
split_feature=15 51 8 5 26 49 8 9 20 20 29 29 47 6 14 16 5 21 49 5 7 16 49
split_gain=0.0363487 7.05702 34.7835 1.8529 5.74626 0.140399 0.0787638 0.0157912 0.0143981 0.0736246 0.48444 5.54425 0.013537 0.0251714 0.0252194 0.02016 0.00964556 0.0153893 0.00877231 0.00697014 0.17666 0.00558456 0.00232373
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.29874807596206659 -0.55583626031875599 -0.12514873594045636 0.062427941709756858 0.0090745883062481898 0.032806342467665679 0.025017027743160728 0.20116965472698214 0.1909185126423836 -1.256108224391937 -1.0968614816665647 0.92840704321861278 -0.18513341248035428 -1.7585635185241697 5.3197524547576913 -4.4190652370452872 2.1598320007324223 0.024630161002278331 -1.5408351421356199 2.4989113807678227
leaf_value=-0.00067817413048363619 0.084065085522830485 -0.0044616212515393274 -0.017425775225124049 -0.0053711213334463534 0.036535705913789567 -0.00021974275958875175 -0.001331892760354094 -8.3193369950949824e-07 -0.002776525468639606 0.00024416047446668219 -2.7381521289395718e-05 0.016042892875119886 5.7389742452648958e-05 -0.00011416315027713822 -0.0015818879397201547 -0.00063826248459774519 -0.0012359336424428461 0.00087945174228619123 -3.7417118646881156e-05 -0.0027500927177556904 -2.8429242394317764e-05 -2.1882257523040678e-06 -0.00053205277280622709
leaf_weight=44 20 32 31 24 20 1345 63 10052 22 1350 6996 85 2308 2120 43 57 22 85 32461 87 6531 524047 33
leaf_count=44 20 32 31 24 20 1345 63 10052 22 1350 6996 85 2308 2120 43 57 22 85 32461 87 6531 524047 33
internal_value=-5.90491e-07 0.000104627 0.0223746 6.1728e-06 0.0113066 -4.49959e-05 -0.00244616 -2.66664e-05 -2.70601e-06 -2.17664e-07 0.000175348 0.00117997 -3.88515e-05 -0.000181763 -0.000143341 -0.00123373 -2.96645e-05 8.65896e-05 -3.82288e-05 -3.01767e-06 -6.42081e-05 -2.24498e-06 -2.97509e-05
internal_weight=587878 11587 51 11536 52 11484 87 11397 576291 539173 8464 1435 37118 2242 2163 79 34876 2393 32483 530709 6618 524091 7029
internal_count=587878 11587 51 11536 52 11484 87 11397 576291 539173 8464 1435 37118 2242 2163 79 34876 2393 32483 530709 6618 524091 7029

Tree=35
num_cat=0
split_feature=20 45 17 16 16 7 25 51 15 51 35 26 17 45 33 8 24 35 13 7 25 46 28 6 45
split_gain=0.0327556 0.0663627 1.92377 5.79252 0.0474767 8.19303 48.2977 0.305413 0.0513337 3.37216 0.0376938 0.0412551 0.0344287 0.118137 0.0258655 0.0500995 0.0254762 0.0313591 0.0227765 0.018423 0.0155981 0.0133858 0.012739 0.0165043 0.0100807
threshold=0.29121379554271704 -0.17180078476667401 -0.8243863284587859 -0.6863274574279784 0.47032849490642553 0.024630161002278331 -0.46887268126010889 -0.044410638511180871 0.55725386738777172 -0.039653420448303216 -1.241729140281677 0.56439059972763073 -0.8243863284587859 -0.17180078476667401 1.1485999226570132 -0.023469549603760239 1.5828565955162051 0.15043918043375018 0.51408746838569652 0.0057539071422070273 1.5230205655097964 -0.046981150284409516 0.53953063488006603 -0.041556552052497857 0.041710160672664649
left_child=1 2 3 -1 8 6 -6 -7 21 -10 11 19 13 -12 -13 -16 17 -14 -15 24 -18 -3 23 -4 -2
right_child=10 4 22 -5 5 7 -8 -9 9 -11 12 14 16 18 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.037250391528010365 0.00020723395705299108 3.8921307548276141e-05 7.3310629072851266e-05 -0.0026422017649747431 0.10083378266135697 -0.0023050069909070986 -0.0012205610986243435 -9.0436151718486925e-06 -0.019033123189035585 -5.4866270744384932e-05 -0.0047271713361676246 0.00018288071642018621 -0.00013007114947839122 -0.0013200552555645117 0.004433942978148875 0.00065465280120926238 -6.6006563175282928e-06 -0.00073811259482064648 0.00044005509967110667 0.0013096931207292072 0.0012129530840462482 -3.6629955026193546e-06 0.0014954119295580313 -0.00039744075209048482 -0.00062778338022228034
leaf_weight=20 98 27944 1241 38 20 213 101 10038 34 3888 28 32 659 48 23 28 477 569 59 32 41 541774 20 342 111
leaf_count=20 98 27944 1241 38 20 213 101 10038 34 3888 28 32 659 48 23 28 477 569 59 32 41 541774 20 342 111
internal_value=-5.55061e-07 3.13953e-07 0.000379028 0.0111139 -7.63156e-07 0.000126461 0.0156479 -5.67502e-05 -3.0635e-06 -0.00021939 -0.000231375 0.000366353 -0.000334333 -0.00125748 0.00152004 0.00235904 -0.000262956 -0.00041181 -0.000349527 -3.09745e-05 8.99277e-05 -1.57429e-06 -9.38117e-06 -2.83931e-05 -0.000236244
internal_weight=587878 585673 1661 58 584012 10372 121 10251 573640 3922 2205 324 1881 135 83 51 1746 1228 107 241 518 569718 1603 1583 209
internal_count=587878 585673 1661 58 584012 10372 121 10251 573640 3922 2205 324 1881 135 83 51 1746 1228 107 241 518 569718 1603 1583 209

Tree=36
num_cat=0
split_feature=3 15 29 29 15 5 7 29 19 13 45 14 4 47 19 31 23 17 1 23 31 6 4
split_gain=0.0495123 0.615757 55.5974 0.255744 0.995476 0.0969218 0.0397999 0.0648526 0.198726 0.0295835 0.0238925 4.98728 11.5813 0.121177 0.0117861 0.0115778 0.148285 0.0109171 0.0382918 0.0108995 0.0105447 0.0039623 0.000521661
threshold=0.045459374785423286 0.55725386738777172 0.077078320086002364 0.0082062832079827803 0.55725386738777172 -0.13823144137859342 0.063237678259611144 0.083711124956607832 0.0029427851550281052 -1.3210638761520384 -0.092140045017003999 0.47881264984607702 -0.025149482302367684 -1.256108224391937 0.15507582575082782 2.102653026580811 -0.0097320508211851103 -0.83368489146232594 0.0046642462257295856 -0.032262491062283509 1.9244198203086855 0.78196901082992565 0.058609062805771835
left_child=1 10 -3 4 21 -4 7 8 -5 -9 11 13 -13 -1 -7 19 -17 18 -8 -12 -19 22 -2
right_child=3 2 5 6 -6 14 17 9 -10 -11 15 12 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.0026399943563790822 -1.8064731153446762e-05 0.10058182615425902 -0.004280198098160326 -0.00047946808009660072 -0.011778011463095688 -1.8817659447636725e-05 -0.0023653764168909308 -0.00089666640288713214 -0.005934628725704637 -0.0001326938378617101 -4.5487994786432421e-05 -0.0021137571811669729 0.05455590078723617 -5.0332386698729324e-05 -0.00059606346823436087 -0.0020375432400787027 -4.2396763938722962e-05 3.1182233654116807e-05 0.00016762088118412065 -2.2208262311971308e-06 -0.00033548480018799224 -0.00085401553735469597 0.00031512225393011509
leaf_weight=66 87 20 20 170 33 1314 31 187 28 7536 21812 37 20 4512 141 137 6350 7771 70 536564 293 21 21
leaf_count=66 87 20 20 170 33 1314 31 187 28 7536 21812 37 20 4512 141 137 6350 7771 70 536564 293 21 21
internal_value=-3.47013e-06 -5.31235e-07 0.00121556 -0.00010675 -0.00247878 -0.00013178 -8.28615e-05 -0.000178682 -0.0012509 -0.000151192 -3.72362e-06 0.000131946 0.0177703 -8.7667e-05 -7.47569e-05 -4.83686e-06 -8.45326e-05 1.00951e-05 -0.000609834 -3.91098e-06 1.78596e-05 -9.991e-05 4.67216e-05
internal_weight=587241 570993 1495 16248 162 1475 16086 7921 198 7723 569498 4635 57 4578 1455 564863 6487 8165 101 558376 8064 129 108
internal_count=587241 570993 1495 16248 162 1475 16086 7921 198 7723 569498 4635 57 4578 1455 564863 6487 8165 101 558376 8064 129 108

Tree=37
num_cat=0
split_feature=20 19 47 8 2 51 1 17 45 23 33 15 51 35 31 33 47 8 33 31 18 8 20 28 31 49 23 45
split_gain=0.0328293 0.073112 3.05521 14.0893 0.0554875 4.83825 52.6033 0.0508136 0.164252 0.101203 0.0394741 0.0216838 1.74819 0.0148336 0.0215555 0.0205942 0.014349 0.0466709 0.012744 0.0124469 0.0117349 0.0106515 0.0100398 0.00942209 0.00653908 0.00609096 0.00494529 0.00314673
threshold=0.11859843134880067 0.089487399905920043 -1.256108224391937 -0.010129325091838835 0.050444668158888824 -0.044410638511180871 0.028282857500016693 -0.8243863284587859 -0.17180078476667401 0.00033441389678046113 1.3590837121009829 0.55725386738777172 -0.044410638511180871 -1.2487861514091489 1.6710324883461001 2.7939054965972905 -1.256108224391937 -0.013566152192652224 2.7939054965972905 -0.44814509153366083 0.018819342367351059 0.0080058947205543535 0.021552121266722683 -0.031506778672337525 -0.72808220982551564 0.82905498147010814 -0.20092472434043882 -0.052239544689655297
left_child=1 4 3 -3 11 6 -6 8 9 10 -2 22 -13 14 15 -9 17 -15 -18 23 25 -21 -1 -10 -5 -4 -22 -7
right_child=7 2 20 24 5 27 -8 13 19 -11 -12 12 -14 16 -16 -17 18 -19 -20 21 26 -23 -24 -25 -26 -27 -28 -29
leaf_value=-2.2522811009490907e-06 -0.0040716063976287842 0.055658824072452262 -0.00024229087632892722 0.00060692350617430819 0.10098659714811947 0.00018462417923266155 -0.0054332141253015673 3.7975795561167442e-05 -0.0011505179152591154 -0.006812071067048237 -0.00090985197727356778 -0.017418478769915442 -4.0931954432835152e-05 -0.0016736480943853331 -0.001860251031241205 0.00068732930810463326 -5.0558723520902688e-05 -0.00011129197659585448 -0.00023107928370342821 7.3024027711408361e-05 0.00029733223423506291 -0.00069815589587401169 -3.4579220128959686e-05 0.00021295227452775668 -0.00052944077020434697 -0.00085169697523059234 -6.3488139934460665e-05 -1.8499473992082167e-05
leaf_weight=523381 21 20 156 26 20 283 102 1357 20 20 44 21 2749 88 20 202 7167 316 1752 89 145 234 37033 208 61 95 2402 9209
leaf_count=523381 21 20 156 26 20 283 102 1357 20 20 44 21 2749 88 20 202 7167 316 1752 89 145 234 37033 208 61 95 2402 9209
internal_value=-3.26192e-06 -1.25357e-06 0.00029899 0.0102492 -2.77629e-06 0.000140153 0.0120127 -0.000103471 -0.000624787 -0.00307975 -0.00193134 -5.21621e-06 -0.000172675 -7.30587e-05 9.70036e-05 0.000122113 -0.000101861 -0.000451607 -8.60192e-05 -0.000246072 -8.15203e-05 -0.000485664 -4.38849e-06 9.33496e-05 -0.000189838 -0.000472943 -4.29467e-05 -1.24434e-05
internal_weight=587241 575703 2905 107 572798 9614 122 11538 636 85 65 563184 2770 10902 1579 1559 9323 404 8919 551 2798 323 560414 228 87 251 2547 9492
internal_count=587241 575703 2905 107 572798 9614 122 11538 636 85 65 563184 2770 10902 1579 1559 9323 404 8919 551 2798 323 560414 228 87 251 2547 9492

Tree=38
num_cat=0
split_feature=3 15 20 29 15 5 17 2 48 29 15 5 49 15 19 26 19 49 55 23 9 20 20
split_gain=0.0421902 0.701423 53.1942 0.0981959 0.903931 0.0745477 0.0353906 0.0790101 0.0466327 0.0300858 0.0931079 0.0259606 0.0233804 0.01413 0.0222548 0.0307975 0.0185332 12.4596 0.0175474 0.0085297 0.00448838 0.00570856 0.0014784
threshold=0.040722083300352103 0.55725386738777172 0.0049974783323705205 0.0082062832079827803 0.55725386738777172 -0.098578613251447664 -0.8243863284587859 -0.049918189644813531 -1.4875389337539671 0.083711124956607832 0.55725386738777172 -0.30929592251777643 -0.12514873594045636 0.2124932259321213 0.10361925140023233 -1.2028080224990843 0.089487399905920043 0.70977953076362621 2.0211037397384648 -0.032262491062283509 0.030942099168896679 -0.008484934922307728 -0.013988552149385212
left_child=1 13 -3 4 20 -4 7 -5 -9 10 -8 -11 -7 16 18 -16 19 -18 -15 -1 21 -2 -22
right_child=3 2 5 6 -6 12 9 8 -10 11 -12 -13 -14 14 15 -17 17 -19 -20 -21 22 -23 -24
leaf_value=-4.0001916865023952e-05 6.8685050454223533e-05 0.09848400875754304 -0.0037167814892849751 -0.0038485709195025261 -0.010538463175127452 -0.0018559424048807058 -7.9847222128342111e-05 -0.0030948739189823921 -0.00027039763500149336 -0.00049459589341642788 -0.0016693815618293885 -2.9653668141091819e-05 -6.9936722576082182e-05 -3.3232094621125249e-05 -0.002388591028691735 -0.0003606597487576204 -6.7728405093979262e-05 0.041551263287815693 -0.00034028892536205581 -1.006269060306062e-06 -0.00045335529579460855 -0.0011787088484145768 6.1290219841637358e-05
leaf_weight=21014 25 20 21 25 33 27 617 22 484 444 169 16453 1162 22050 30 266 6438 26 691 516942 22 28 232
leaf_count=21014 25 20 21 25 33 27 617 22 484 444 169 16453 1162 22050 30 266 6438 26 691 516942 22 28 232
internal_value=-3.06621e-06 -1.61311e-07 0.0014311 -9.21024e-05 -0.00110238 -0.000173082 -7.32435e-05 -0.000555883 -0.000393201 -5.87504e-05 -0.000421617 -4.18709e-05 -0.000110494 -3.26366e-06 -4.92903e-05 -0.000566193 -1.31605e-06 9.96747e-05 -4.25622e-05 -2.52954e-06 -8.80821e-05 -0.000590315 1.67146e-05
internal_weight=587241 568687 1230 18554 340 1210 18214 531 506 17683 786 16897 1189 567457 23037 296 544420 6464 22741 537956 307 53 254
internal_count=587241 568687 1230 18554 340 1210 18214 531 506 17683 786 16897 1189 567457 23037 296 544420 6464 22741 537956 307 53 254

Tree=39
num_cat=0
split_feature=3 51 32 32 51 7 20 5 16 32 5 49 32 7 18 31 29 19 49 17 35 49 31 7
split_gain=0.0373145 1.0863 3.01786 0.480841 47.8821 0.426618 0.140064 0.075487 0.0440311 0.0669944 0.0702047 0.0250889 0.10897 0.0190046 0.0177142 0.0132599 0.0128365 0.0359232 6.45934 0.0223487 0.0313962 0.0193876 0.00926751 0.00334041
threshold=0.045459374785423286 -0.044410638511180871 0.55725386738777172 0.55725386738777172 0.010941691696643831 0.058538999408483512 0.0036399577511474495 -0.13823144137859342 -0.82018077373504628 0.55725386738777172 -0.29874807596206659 -0.12514873594045636 0.55725386738777172 0.02534353639930487 0.0031115150777623062 0.76003029942512523 2.2350320816040044 0.089487399905920043 0.70977953076362621 -0.83368489146232594 -0.68795970082283009 0.59050405025482189 2.102653026580811 0.036319512873888023
left_child=3 2 14 16 -5 -4 -6 -8 9 15 -11 12 -10 -13 23 -3 17 22 -19 20 -18 -21 -1 -2
right_child=1 8 5 4 6 -7 7 -9 11 10 -12 13 -14 -15 -16 -17 19 18 -20 21 -22 -23 -24 -25
leaf_value=-3.0899355827470839e-06 -0.00066215812690123641 0.00011809107553386694 -0.024295623376965524 0.091035776741503344 -0.0050724352063843976 -0.012822083617294472 -0.0037977425584103911 -8.5963824063508258e-05 -7.086441745890168e-05 -0.003845804071780748 -0.00082294226944556125 -0.00014792175505316018 -0.0031526768796754125 2.1252898786568722e-05 -0.0014873278562004704 -0.00090008514258079224 -0.00014592877426184713 -5.110105733909289e-05 0.023586748747807827 -6.6327243541647668e-05 -0.0017643956718130141 -0.001432787725352682 -7.5371143807731857e-05 0.00017484423710482856
leaf_weight=555920 21 198 20 21 21 28 20 1433 263 41 85 2962 49 12390 37 60 110 4568 42 2289 71 38 6460 94
leaf_count=555920 21 198 20 21 21 28 20 1433 263 41 85 2962 49 12390 37 60 110 4568 42 2289 71 38 6460 94
internal_value=-2.88224e-06 -9.2542e-05 -0.00448716 -3.30906e-07 0.00107431 -0.0176027 -0.000207369 -0.000137055 -3.77736e-05 -0.000672529 -0.00180657 -2.22127e-05 -0.000554867 -1.13875e-05 -0.000345402 -0.000118694 -3.15196e-06 -2.55285e-06 0.000164255 -0.000138594 -0.000780797 -8.86416e-05 -3.92022e-06 2.20003e-05
internal_weight=587241 16248 200 570993 1495 48 1474 1453 16048 384 126 15664 312 15352 152 258 569498 566990 4610 2508 181 2327 562380 115
internal_count=587241 16248 200 570993 1495 48 1474 1453 16048 384 126 15664 312 15352 152 258 569498 566990 4610 2508 181 2327 562380 115

Tree=40
num_cat=0
split_feature=1 13 51 49 51 15 51 14 5 29 51 15 51 8 21 25 18 8 49 33 16 20 16 8 45 1
split_gain=0.0293248 1.3641 52.3227 0.0473776 0.0827842 0.705741 1.13762 0.0442205 4.56229 11.9091 0.0626831 0.0281858 0.244583 0.0263172 0.0255826 0.0538818 0.0237386 0.0232563 0.0589722 0.0165269 0.0153482 0.0143981 0.0128233 0.0220556 0.0164104 0.00464904
threshold=0.021614648401737217 0.60746121406555187 0.17622788995504382 1.6639831662178042 0.010941691696643831 0.55725386738777172 -0.044410638511180871 0.47881264984607702 -0.40409195423126215 1.167691767215729 -0.044410638511180871 0.55725386738777172 0.010941691696643831 0.026517367921769622 1.6111459732055666 2.6420785188674931 -0.0027669989503920074 0.026517367921769622 2.0218096375465398 4.1410574913024911 -1.5408351421356199 0.025017027743160728 1.2757623791694643 0.022603574208915237 -0.092140045017003999 -0.0676320046186447
left_child=1 7 -3 14 5 13 -7 11 9 -9 -10 21 -13 -5 22 16 -16 18 -6 -19 -4 -1 24 -24 -2 -22
right_child=3 2 20 4 17 6 -8 8 10 -11 -12 12 -14 -15 15 -17 -18 19 -20 -21 25 -23 23 -25 -26 -27
leaf_value=-8.6886614085532958e-07 -0.00048953485440486784 0.095932872122087121 -0.0016626333521396321 -0.0013726733179803257 -0.00023002521987348844 -0.018237810246646401 -0.0016449631486765985 0.054477801333996469 -0.0025915649541699772 -0.0011672370308854927 -7.3724768175028864e-05 -0.006847008749580709 -0.00017107113558458085 -0.00010071580090127636 -0.0019219389135531821 -0.0033499854857363971 -0.00019162832454875154 1.5382819577367707e-06 -0.0038917751621338542 -0.0010852465638722954 -0.00074963304580887772 -4.1005579234641986e-05 0.0021831796254264189 0.00016467745399092261 -2.5668533903319757e-05 1.2770545023443309e-05
leaf_weight=510646 277 21 21 65 76 21 51 20 36 45 3169 20 1621 591 29 20 1814 1611 20 52 30 34339 20 761 31149 716
leaf_count=510646 277 21 21 65 76 21 51 20 36 45 3169 20 1621 591 29 20 1814 1611 20 52 30 34339 20 761 31149 716
internal_value=-2.7093e-06 7.45273e-07 0.00249534 -5.4748e-05 -0.000307562 -0.000845651 -0.00648454 -2.82948e-06 0.000217156 0.0159543 -0.000102006 -4.14547e-06 -0.000252435 -0.000226748 -3.62934e-05 -0.000252469 -0.000218855 -8.48619e-05 -0.00099289 -3.24442e-05 -6.29212e-05 -3.39784e-06 -2.37888e-05 0.000216368 -2.97572e-05 -1.78891e-05
internal_weight=587241 550684 788 36557 2487 728 72 549896 3270 65 3205 546626 1641 656 34070 1863 1843 1759 96 1663 767 544985 32207 781 31426 746
internal_count=587241 550684 788 36557 2487 728 72 549896 3270 65 3205 546626 1641 656 34070 1863 1843 1759 96 1663 767 544985 32207 781 31426 746

Tree=41
num_cat=0
split_feature=21 49 8 21 31 34 23 15 51 15 5 5 49 19 34 55 7 45 17 28 45 47 49 18 34 23 47
split_gain=0.0534007 1.214 38.8482 0.200065 1.98038 12.1086 0.308762 0.039748 1.35467 1.63413 0.25786 0.21037 0.0457875 0.0415026 0.0277482 0.0628096 0.0236888 0.0222206 0.083528 0.0728837 0.055475 3.65108 0.0362456 0.0206317 0.0178058 0.0116861 0.0107927
threshold=0.72027611732482921 2.1410850286483769 0.02888546418398619 0.84256917238235485 2.102653026580811 1.4604040384292605 -0.030672303400933739 0.49088101089000707 -0.044410638511180871 0.55725386738777172 2.4104387760162358 -0.29874807596206659 -0.12514873594045636 0.070392467081546797 1.486039996147156 1.9460602402687075 0.035750485956668861 -0.17180078476667401 -0.8243863284587859 -0.0012639946653507648 -0.092140045017003999 -1.256108224391937 0.59050405025482189 -0.0030734859174117442 1.5683993697166445 -0.030672303400933739 -1.256108224391937
left_child=7 3 -3 4 6 -6 -2 17 9 23 -11 13 -13 -10 26 -16 -4 18 19 -1 21 -19 -20 -9 -18 -22 -5
right_child=1 2 16 14 5 -7 -8 8 11 10 -12 12 -14 -15 15 -17 24 20 22 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.00015001784719061105 0.0021861911192550226 0.084962521523237231 -0.0022428056687931529 -0.00022181363879189279 -0.00065569216472795234 0.050663083411927802 -0.00011630678213712252 0.00052564886385384434 -0.0022622516106015869 -0.020839581524021922 -0.011524248311660537 -0.0014054578770923525 -2.3816964997362173e-05 -0.0059515313674574312 -0.00011028410698859909 -0.001500413242552895 -6.4743243933046695e-05 0.014321874723089142 -8.6444714528866943e-05 -0.0040954439847012735 -4.7325809780165122e-05 -5.2051951779160118e-05 -0.0022010173241142185 -0.0016932434153932262 -0.0018488311617901282 -8.9876155220978693e-07 -1.6221678989272419e-05
leaf_weight=24 236 20 20 968 96 20 1879 22 21 20 23 87 11546 23 532 150 491 65 1070 37 20266 2990 30 48 21 528629 18243
leaf_count=24 236 20 20 968 96 20 1879 22 21 20 23 87 11546 23 532 150 491 65 1070 37 20266 2990 30 48 21 528629 18243
internal_value=-4.45033e-07 8.98357e-05 0.00286917 2.04906e-05 0.000559263 0.00819237 0.000140615 -4.06904e-06 -0.00011308 -0.00665098 -0.015857 -4.98123e-05 -3.41499e-05 -0.00419074 -3.99327e-05 -0.000416031 -0.00021705 -1.74538e-06 -0.00026396 -0.0024251 -1.19382e-06 0.000253776 -0.000144115 -0.000995877 -0.000137919 -2.61292e-06 -2.6581e-05
internal_weight=587577 22676 552 22124 2231 116 2115 564901 11790 113 43 11677 11633 44 19893 682 532 553111 1161 61 551950 3055 1100 70 512 548895 19211
internal_count=587577 22676 552 22124 2231 116 2115 564901 11790 113 43 11677 11633 44 19893 682 532 553111 1161 61 551950 3055 1100 70 512 548895 19211

Tree=42
num_cat=0
split_feature=21 49 7 21 31 23 23 15 51 15 55 5 12 49 16 8 15 5 45 17 46 45 47 49 34 0 23
split_gain=0.0471848 1.07269 34.6468 0.176777 1.74986 11.9897 0.272822 0.0352344 0.608813 2.02598 0.232735 0.174324 0.101478 0.0341784 0.0291154 0.0271076 0.0260748 0.0447737 0.0196105 0.0804819 0.0657744 0.055036 3.74215 0.0395644 0.0148553 0.0114189 0.0108593
threshold=0.72027611732482921 2.1410850286483769 0.0301437471061945 0.84256917238235485 2.102653026580811 -0.0030126422643661495 -0.030672303400933739 0.43999131023883825 -0.044410638511180871 0.55725386738777172 0.3923132866621018 -0.29874807596206659 1.1721846461296084 -0.12514873594045636 0.47032849490642553 0.033101268112659461 0.22271706163883212 -0.31968095898628229 -0.17180078476667401 -0.8243863284587859 -0.033645352348685258 -0.092140045017003999 -1.256108224391937 0.59050405025482189 1.5683993697166445 -0.13058857619762418 -0.030672303400933739
left_child=7 3 -3 4 6 -6 -2 18 9 14 -11 12 -10 -13 -9 -4 25 -18 19 20 -1 22 -20 -21 -17 -5 -23
right_child=1 2 15 16 5 -7 -8 8 11 10 -12 13 -14 -15 -16 24 17 -19 21 23 -22 26 -24 -25 -26 -27 -28
leaf_value=-0.00098368458368349831 0.0020550195033007122 0.080224177481708459 -0.0023845466866332572 0.00022398245131100843 0.049962589549177205 -0.0011037029055933089 -0.00010932837581970692 -0.00013369314481333507 -0.00075981380520388482 -0.019639205656014382 -0.010789315861690303 -0.0010968190024060378 -0.0060648305341601373 -2.5175592610707219e-05 -0.002300431173509703 -6.4408448995893698e-05 -0.0022399090430209119 -0.00016830003509221402 0.015216709268969971 -7.4637729321094508e-05 -0.0051978370472788808 -4.5610138953219406e-05 -4.5372944126982647e-05 -0.0024436333499705562 -0.0016581474614477799 -1.7763311920421135e-05 -6.8377404025541503e-07
leaf_weight=40 236 20 20 736 20 96 1879 158 25 20 23 108 27 13461 26 490 38 3234 59 1063 20 20108 2931 26 22 15885 526806
leaf_count=40 236 20 20 736 20 96 1879 158 25 20 23 108 27 13461 26 490 38 3234 59 1063 20 20108 2931 26 22 15885 526806
internal_value=-4.18331e-07 8.44456e-05 0.00269702 1.92612e-05 0.000525707 0.00770083 0.000132178 -3.8249e-06 -9.8351e-05 -0.00318006 -0.0149055 -4.69929e-05 -0.00351434 -3.37051e-05 -0.000439863 -0.000217538 -3.75367e-05 -0.000192359 -1.44945e-06 -0.000249067 -0.0023884 -9.32067e-07 0.000255785 -0.000131198 -0.000132889 -7.05849e-06 -2.33555e-06
internal_weight=587577 22676 552 22124 2231 116 2115 564901 13848 227 43 13621 52 13569 184 532 19893 3272 551053 1149 60 549904 2990 1089 512 16621 546914
internal_count=587577 22676 552 22124 2231 116 2115 564901 13848 227 43 13621 52 13569 184 532 19893 3272 551053 1149 60 549904 2990 1089 512 16621 546914

Tree=43
num_cat=0
split_feature=5 7 49 21 24 16 4 17 17 5 7 49 21 25 24 5 20 18 49 21 51 15 21 51 26 15 51 13 27 18
split_gain=4.90684 11.1739 8.00354 5.10258 2.51384 2.40853 5.8577 48.8246 1229.2 8.08553 4.19512 9.63042 9.33641 5.22338 1.43798 1.09022 0.631551 28.9475 0.386847 0.258195 0.621214 1.87146 0.18479 0.064706 0.461664 0.0535047 1.0571 0.0366499 0.0108234 0.00587072
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 0.45985263586044317 0.066476602107286467 1.003887474536896 1.0443139076232912 1.8976381421089175 0.027626098133623603 2.1199098825454716 0.68607407808303844 -0.47258038818836207 1.6424518823623659 2.1832678318023686 0.29659919440746313 -0.0058871116489171973 2.1199098825454716 0.68607407808303844 -0.033062240108847611 0.54038965702056896 1.1624502539634707 -0.042624477297067635 0.40231975913047796 0.54038965702056896 -0.047317719087004655 -0.97653391957283009 0.17615187168121341 0.00088643687195144605
left_child=5 2 4 14 15 6 16 9 -9 -8 11 13 -13 -7 -4 -2 18 -18 -1 25 21 -21 -6 24 -12 29 -27 -25 -22 -3
right_child=1 19 3 -5 22 10 7 8 -10 -11 23 12 -14 -15 -16 -17 17 -19 -20 20 28 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=1.1148812466855375e-05 -0.0014247059157145594 1.902956468107903e-05 -0.01091050997735506 -0.036575254869461053 0.0003153523989136941 -0.0053030294158219341 -0.00021696922830280612 0.46914847432161749 -0.00014508719406559624 0.014212161967225256 5.2427508193801966e-05 -0.0084313802966770393 -0.038369571924209596 -0.00015599112599495101 -0.0053984798170342088 -0.0061114413692059007 0.068047456728843658 -1.9269625150627687e-05 -0.0003337354650521212 -0.00072888894222463319 -0.0001380609257093228 -0.020417953514261171 -0.0037381278722260014 -0.00048309813856538898 -0.0067072552926824864 -0.01029321763762518 -0.00014645673536990667 -2.2210060951605866e-05 -0.0013026439494834366 -0.00016721965074342982
leaf_weight=560743 255 4612 498 25 693 1001 4802 21 465 144 236 225 45 2440 259 597 23 1020 11958 63 222 24 43 677 43 38 1354 7527 33 702
leaf_count=560743 255 4612 498 25 693 1001 4802 21 465 144 236 225 45 2440 259 597 23 1020 11958 63 222 24 43 677 43 38 1354 7527 33 702
internal_value=-1.40084e-05 -0.00137277 -0.00493673 -0.0099054 -0.00248994 7.63084e-06 2.52006e-05 0.00198625 0.020133 0.000203127 -0.000826875 -0.00250947 -0.0134211 -0.00165328 -0.00902462 -0.00470872 6.63405e-06 0.00148172 3.94763e-06 -0.000174327 -0.00178242 -0.00616036 7.85322e-05 -9.08018e-05 -0.000989387 -9.23156e-05 -0.000423452 -6.02429e-05 -0.000288772 -5.57468e-06
internal_weight=600788 9418 2370 782 1588 591370 579176 5432 486 4946 12194 3711 270 3441 757 852 573744 1043 572701 7048 342 87 736 8483 279 6706 1392 8204 255 5314
internal_count=600788 9418 2370 782 1588 591370 579176 5432 486 4946 12194 3711 270 3441 757 852 573744 1043 572701 7048 342 87 736 8483 279 6706 1392 8204 255 5314

Tree=44
num_cat=0
split_feature=5 7 49 21 24 16 4 31 6 5 7 49 21 25 24 5 29 35 49 33 21 51 15 51 26 16 51 13 33 27
split_gain=4.33569 9.87327 7.07193 4.50864 2.22123 2.12817 5.17587 45.2649 952.011 7.83189 3.71157 8.28114 7.76936 4.77548 1.2706 0.963317 0.370783 10.0729 0.338723 0.243538 0.228141 0.548905 1.65362 0.0673935 0.394353 0.0478783 0.225426 0.0374667 0.0128025 0.00956359
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 0.45985263586044317 0.066476602107286467 1.3952204585075381 -0.54611438512802113 1.8976381421089175 0.02491004299372435 2.1199098825454716 0.68607407808303844 -0.47258038818836207 1.6424518823623659 2.1832678318023686 1.8597307801246645 1.0885237455368044 2.1199098825454716 0.36706534028053289 0.68607407808303844 -0.033062240108847611 0.54038965702056896 -0.042624477297067635 0.40231975913047796 0.45985263586044317 -0.042624477297067635 -0.97653391957283009 0.29839360713958746 0.17615187168121341
left_child=5 2 4 14 15 6 16 9 -9 -8 11 13 -13 -7 -4 -2 18 -18 -1 -6 25 22 -22 24 -12 28 -27 -25 -3 -23
right_child=1 20 3 -5 19 10 7 8 -10 -11 23 12 -14 -15 -16 -17 17 -19 -20 -21 21 29 -24 27 -26 26 -28 -29 -30 -31
leaf_value=9.0263060819886084e-06 -0.0013392235631474571 8.6118641195425454e-06 -0.010255879391747784 -0.034380739519000052 0.00037475311425017331 -0.0051491156309146288 -0.0003044681775178785 0.36560282807435013 -0.00047895894492582056 0.014193977171158305 -6.5360756909285558e-05 -0.008165244997039231 -0.036368698350020816 -0.00013881217836700542 -0.0050745711445405678 -0.0057447548739930337 0.00019813566492705881 0.024386683480399716 -0.0003137113376427106 -0.0038846038036298037 -0.00068515561318712402 -0.00012977726977495064 -0.019192876731976866 -0.00049500689435641812 -0.0063048199551223325 -0.003069480301902623 -0.00017599654618232947 -3.3657768465728449e-05 -0.00045261152699623859 -0.0012244852977296844
leaf_weight=557902 255 5241 498 25 684 966 4783 27 484 138 240 216 42 2353 259 597 3821 63 11958 52 63 222 24 691 43 106 1133 7643 226 33
leaf_count=557902 255 5241 498 25 684 966 4783 27 484 138 240 216 42 2353 259 597 3821 63 11958 52 63 222 24 691 43 106 1133 7643 226 33
internal_value=-1.31679e-05 -0.0012904 -0.00464053 -0.00931107 -0.00234055 7.17299e-06 2.36885e-05 0.00186708 0.0188639 0.000102113 -0.000777263 -0.00240197 -0.0127565 -0.00159707 -0.00848315 -0.0044262 6.23601e-06 0.000590483 2.25395e-06 7.38203e-05 -0.000163867 -0.00167547 -0.00579073 -0.00010283 -0.00101341 -8.67767e-05 -0.000423542 -7.19098e-05 -1.04546e-05 -0.000271445
internal_weight=600788 9418 2370 782 1588 591370 579176 5432 511 4921 12194 3577 258 3319 757 852 573744 3884 569860 736 7048 342 87 8617 283 6706 1239 8334 5467 255
internal_count=600788 9418 2370 782 1588 591370 579176 5432 511 4921 12194 3577 258 3319 757 852 573744 3884 569860 736 7048 342 87 8617 283 6706 1239 8334 5467 255

Tree=45
num_cat=0
split_feature=5 7 49 21 16 32 19 7 49 7 49 21 25 24 5 32 46 7 49 21 51 3 33 16 51 7 4 51 7 4
split_gain=3.87076 8.84141 8.39867 5.6394 1.68174 4.8962 94.8325 1323.95 6.50453 2.95425 5.90952 5.8112 4.19237 1.42848 1.69009 1.0433 0.746109 32.5699 0.276286 0.255156 0.840399 1.51057 0.168678 0.0562296 0.130952 0.0325981 0.11388 0.0306267 0.0147112 0.00237341
threshold=2.019058465957642 0.02491004299372435 2.1199098825454716 0.80182349681854259 0.45985263586044317 0.48480661213397985 0.0029871630249544982 -0.015038088895380495 -0.25953947752714152 0.02491004299372435 2.1199098825454716 0.68607407808303844 -0.47258038818836207 1.6424518823623659 2.1832678318023686 0.44384375214576727 0.24645754694938662 -0.017919823527336117 2.1199098825454716 0.93284386396408092 -0.02751260437071323 0.041831472888588912 0.36706534028053289 0.35010221600532537 -0.042624477297067635 0.027626098133623603 0.24512328952550891 -0.042624477297067635 0.07164772599935533 0.066476602107286467
left_child=4 2 13 15 5 16 7 -7 -8 10 12 -12 -6 14 -2 -4 18 -18 -1 23 21 -21 -15 29 -25 26 -11 -27 -22 -3
right_child=1 19 3 -5 9 6 8 -9 -10 25 11 -13 -14 22 -16 -17 17 -19 -20 20 28 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=8.7451203461304357e-06 -0.00077443813240962646 1.0860951980441527e-05 -0.0073344066445963606 -0.037489586621522901 -0.0048347855632260633 0.42781959791692703 0.030374291843734684 -0.0012696399443494627 -0.0002959307363257679 -0.00026760202791400832 -0.0072717152691135802 -0.033176788591049812 -0.0001158319000380008 0.00027424116038824115 -0.0054000695777036735 -0.014406321423958583 -4.8315428962489675e-05 0.077442884027317624 -0.00028610692535580994 -0.00057627109411931504 -0.0012524906527050916 -0.019469616193324324 -0.003050394262122069 -0.0013159997386778617 -0.00012341758651658206 -0.00072257371968879598 -0.005193004947854205 -4.9451626641759253e-05 -9.2675610467766035e-05 -0.00050719107236091071
leaf_weight=558480 543 6239 789 24 959 28 25 343 5840 109 198 37 2311 798 597 83 824 20 11680 39 48 25 59 407 1786 251 20 7975 219 32
leaf_count=558480 543 6239 789 24 959 28 25 343 5840 109 198 37 2311 798 597 83 824 20 11680 39 48 25 59 407 1786 251 20 7975 219 32
internal_value=-1.23778e-05 -0.0010936 -0.0039709 -0.00879723 9.07404e-06 2.36052e-05 0.00169573 0.0311145 -0.000165197 -0.000698175 -0.00216022 -0.0113504 -0.00149977 -0.00180545 -0.00319681 -0.00800754 5.34373e-06 0.00178797 2.70494e-06 -0.000147144 -0.00178136 -0.00795648 4.53573e-05 -8.32354e-05 -0.00034475 -8.4832e-05 -0.00103123 -6.99906e-05 -0.000301182 8.21741e-06
internal_weight=600788 11688 2893 896 589100 577240 6236 371 5865 11860 3505 235 3270 1997 1140 872 571004 844 570160 8795 331 64 857 8464 2193 8355 129 8226 267 6271
internal_count=600788 11688 2893 896 589100 577240 6236 371 5865 11860 3505 235 3270 1997 1140 872 571004 844 570160 8795 331 64 857 8464 2193 8355 129 8226 267 6271

Tree=46
num_cat=0
split_feature=5 7 49 21 16 4 17 17 5 7 49 21 25 24 5 24 29 19 21 51 15 49 33 15 51 13 9 51 18 4
split_gain=3.4202 7.81227 7.42107 5.01071 1.48599 4.53807 42.942 1075.25 11.0667 2.61038 5.22165 5.13478 3.70438 1.26221 1.49336 0.899333 0.31528 15.8701 0.22611 0.511424 1.51324 0.191938 0.149044 0.0447982 1.03932 0.0306708 0.051738 0.0282395 0.0105295 0.00570943
threshold=2.019058465957642 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.45985263586044317 0.066476602107286467 1.003887474536896 1.0443139076232912 1.8976381421089175 0.02491004299372435 2.1199098825454716 0.68607407808303844 -0.47258038818836207 1.6424518823623659 2.1832678318023686 1.6424518823623659 1.8597307801246645 0.018366006202995781 0.68607407808303844 -0.033062240108847611 0.54038965702056896 2.1199098825454716 0.36706534028053289 0.54038965702056896 -0.047317719087004655 -0.97653391957283009 -0.058888075873255723 -0.042624477297067635 0.2243553698062897 0.066476602107286467
left_child=4 2 13 15 5 16 8 -8 -7 10 12 -12 -6 14 -2 -4 21 -18 23 20 -20 -1 -15 29 -25 26 -11 -27 -21 -3
right_child=1 18 3 -5 9 6 7 -9 -10 25 11 -13 -14 22 -16 -17 17 -19 19 28 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=7.1876840493653336e-06 -0.00072797184202188375 7.7096224651655631e-06 -0.0087513802640673145 -0.031970793572479797 -0.0045446984314593281 -0.00032244840046758143 0.43872188108307975 -0.00028224673258532606 0.020574579154471716 0.00018253042761922034 -0.0068354123249777 -0.031186181322948352 -0.00010888198510586708 0.00025778668656308116 -0.0050760653983782881 -0.0046087321226330963 0.037676366587161836 0.00014846718300468581 -0.00086354326543718713 -0.00010792795250616167 -0.017371526182525684 -0.0002413236682258175 -0.0028673706118459417 -0.010031380931345316 -0.0001150137806768605 -0.00066862805650844202 -0.0008818399353545985 -2.400363111134946e-05 -0.0010122903600629223 -0.00026712538908892818
leaf_weight=556561 543 6502 587 31 959 4802 21 461 93 271 198 37 2311 798 597 278 41 3843 77 248 27 11418 59 39 1561 253 418 7413 57 284
leaf_count=556561 543 6502 587 31 959 4802 21 461 93 271 198 37 2311 798 597 278 41 3843 77 248 27 11418 59 39 1561 253 418 7413 57 284
internal_value=-1.16351e-05 -0.00102798 -0.00373265 -0.0082694 8.5296e-06 2.21889e-05 0.00175713 0.0188445 7.45738e-05 -0.000656285 -0.00203061 -0.0106694 -0.00140978 -0.00169713 -0.003005 -0.00741999 5.87596e-06 0.000544616 -0.000138316 -0.00151587 -0.00514927 2.1919e-06 4.26358e-05 -7.113e-05 -0.000356725 -7.97421e-05 -0.000463198 -4.52781e-05 -0.00027694 -3.79246e-06
internal_weight=600788 11688 2893 896 589100 577240 5377 482 4895 11860 3505 235 3270 1997 1140 865 571863 3884 8795 409 104 567979 857 8386 1600 8355 689 7666 305 6786
internal_count=600788 11688 2893 896 589100 577240 5377 482 4895 11860 3505 235 3270 1997 1140 865 571863 3884 8795 409 104 567979 857 8386 1600 8355 689 7666 305 6786

Tree=47
num_cat=0
split_feature=5 7 24 5 16 15 9 25 14 7 25 21 46 7 21 8 21 20 51 9 21 51 15 5 16 51 13 14 51 27
split_gain=3.05514 6.94652 2.16018 3.26743 1.226 4.24017 815.526 1155.82 3.02562 2.11772 4.00792 0.954759 0.63462 28.7099 0.485488 0.724392 0.341673 0.327962 0.21293 0.176879 0.174665 0.622663 1.38427 0.132286 0.0544735 0.0991189 0.0236079 0.0480679 0.0226723 0.0173148
threshold=1.9541158676147463 0.02491004299372435 1.6424518823623659 2.1832678318023686 0.45985263586044317 0.48480661213397985 -0.0018452440272085366 -0.050036311149597161 -0.36017912626266474 0.027626098133623603 -0.47258038818836207 1.1624502539634707 0.24645754694938662 -0.017919823527336117 0.80182349681854259 -0.0052085348870605222 0.68607407808303844 0.29659919440746313 -0.042624477297067635 0.0011920230463147166 0.93284386396408092 -0.047317719087004655 0.54038965702056896 1.8456857800483706 0.35010221600532537 -0.042624477297067635 -0.97653391957283009 -0.41209618747234339 -0.042624477297067635 0.17615187168121341
left_child=4 2 3 11 5 12 7 -7 -8 10 17 -2 23 -14 19 -16 -5 -6 -12 -4 24 22 -22 -1 -3 -26 27 -11 -28 -23
right_child=1 20 14 16 9 6 8 -9 -10 26 18 -13 13 -15 15 -17 -18 -19 -20 -21 21 29 -24 -25 25 -27 28 -29 -30 -31
leaf_value=5.3654166859552183e-06 -0.0019718140383457837 8.0431764828792858e-06 -0.0023350987435621826 -0.0066575123290981975 -0.0050882162318582509 0.59630601343838496 0.015323830252640289 -0.00089946351088916081 -0.00046716060456186638 2.0023514536151765e-05 -0.0061215452045144045 -0.011512888527179781 -7.4597373910205753e-05 0.072679903250187639 -0.001638238128239052 -0.01312254176661372 -0.011655203929314246 0.00032037466381942587 -0.00044270981943075389 -0.00055692631064591862 -0.001007074362491852 -6.9448115342963292e-05 -0.019853772751986982 -0.0003443485425163397 -0.001089182992922433 -0.00013116726576179678 -0.00062525831072786679 -0.0010138056981689742 -8.1312077162034402e-06 -0.0014389618322878193
leaf_weight=564286 1185 7669 256 930 1034 20 44 28 6035 400 24 39 824 20 58 30 52 42 2475 944 47 265 20 3921 480 2046 221 272 7083 38
leaf_count=564286 1185 7669 256 930 1034 20 44 28 6035 400 24 39 824 20 58 30 52 42 2475 944 47 265 20 3921 480 2046 221 272 7083 38
internal_value=-1.0937e-05 -0.00088501 -0.00320417 -0.00434413 1.00072e-05 2.22982e-05 0.00159228 0.247936 -0.000352865 -0.000602018 -0.00181549 -0.00227582 5.39419e-06 0.00164944 -0.00125172 -0.00555334 -0.00692216 -0.0048771 -0.000497248 -0.00093627 -0.00011803 -0.00139863 -0.00663295 2.95216e-06 -7.1554e-05 -0.000313213 -5.81145e-05 -0.000398431 -2.68039e-05 -0.000241202
internal_weight=600788 14059 3494 2206 586729 575178 6127 48 6079 11551 3575 1224 569051 844 1288 88 982 1076 2499 1200 10565 370 67 568207 10195 2526 7976 672 7304 303
internal_count=600788 14059 3494 2206 586729 575178 6127 48 6079 11551 3575 1224 569051 844 1288 88 982 1076 2499 1200 10565 370 67 568207 10195 2526 7976 672 7304 303

Tree=48
num_cat=0
split_feature=49 8 21 19 35 4 51 14 25 7 20 19 11 16 16 16 25 20 26 7 49 24 51 4 8 47 15 19
split_gain=2.69933 8.09601 22.474 4.11542 1.17884 0.736137 0.660019 3.03405 0.5378 1.06093 0.482557 25.1849 0.353708 0.301535 0.241982 0.599703 0.405226 0.172086 0.158195 0.132704 0.187893 0.117901 0.116171 0.116102 0.201082 0.076426 0.0334976 0.0308196
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.00089683494297787558 1.427729666233063 0.074781253933906569 -0.03797421604394912 0.52166172862052929 -0.46131986379623408 0.02491004299372435 0.29659919440746313 0.018366006202995781 1.1575787067413332 -0.8514614701271056 0.45985263586044317 0.41388021409511572 -0.47258038818836207 0.0017586908652447166 0.70190447568893444 0.02491004299372435 4.0461305379867563 1.1841869950294497 -0.051705924794077866 0.066476602107286467 0.027544632554054264 -1.2433525025844572 0.54038965702056896 -0.023359554819762703
left_child=5 2 3 4 -2 10 7 22 9 -8 14 -12 -5 -10 15 -1 -16 18 -4 20 27 -19 -7 26 -25 -13 -21 -3
right_child=1 19 17 12 -6 6 8 -9 13 -11 11 25 -14 -15 16 -17 -18 21 -20 23 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=3.8120874076631786e-06 -0.00113352919649714 -0.0022352979197603415 -0.029319178064664206 -0.0068738055511636141 -0.0038408968118644471 -8.4228959192511287e-05 -0.0024982225491474823 -0.019648866460775027 -0.0036520267253234103 -0.00017017764127801011 0.062053621488003037 -0.0022448678079268172 -0.010719474361437121 -0.00014246929314711248 -0.0014905701852646633 0.0012336518612550973 -8.3874543995709485e-05 -0.029390141470357775 -0.022278745058923959 6.0429458061464268e-05 -0.0054210540637301928 -0.034780341982841488 -0.0048223458141261029 -0.0061970237845724273 -0.00041888401687145232 6.6659420972460856e-05 -0.0023381491066122961 -8.7969431329069843e-05
leaf_weight=565349 2859 32 27 287 726 165 1183 36 89 1743 24 54 123 9041 1032 1431 2581 48 20 11231 38 21 21 22 1500 1109 21 97
leaf_count=565349 2859 32 27 287 726 165 1183 36 89 1743 24 54 123 9041 1032 1431 2581 48 20 11231 38 21 21 22 1500 1109 21 97
internal_value=-2.52947e-05 -0.00076941 -0.00308899 -0.00233305 -0.0016818 -3.56231e-06 -0.000463238 -0.00370507 -0.000403543 -0.00111142 6.3119e-06 0.00121482 -0.00802751 -0.000176681 3.79697e-06 6.91717e-06 -0.000485676 -0.0291233 -0.0263232 -3.25432e-05 -0.00171295 -0.0310306 -0.000619178 -1.05745e-05 -0.000502405 -4.06686e-05 5.59529e-05 -0.00062064
internal_weight=600910 17052 4111 3995 3585 583858 12278 222 12056 2926 571580 1187 410 9130 570393 566780 3613 116 47 12941 167 69 186 12774 1522 1163 11252 129
internal_count=600910 17052 4111 3995 3585 583858 12278 222 12056 2926 571580 1187 410 9130 570393 566780 3613 116 47 12941 167 69 186 12774 1522 1163 11252 129

Tree=49
num_cat=0
split_feature=49 2 9 22 35 26 34 19 9 15 51 28 16 49 9 46 18 48 51 12 26 3 17 15 16 11 9 31
split_gain=2.38512 2.62334 2.86425 2.07312 1.06069 0.857042 0.728118 0.67571 0.811056 0.669053 5.14436 1.75999 0.673425 0.519633 0.47211 0.436156 21.5538 0.434439 0.361837 0.441836 0.306908 0.254187 7.07243 0.225404 0.222444 0.0922399 0.0424295 0.00257693
threshold=2.1199098825454716 0.034190136939287193 0.043699821457266814 -0.34670263528823847 1.427729666233063 0.94792515039443981 1.3853808641433718 0.00089683494297787558 0.033215569332242019 0.60958480834960949 -0.042624477297067635 0.097450174391269698 -1.081806421279907 1.0000000180025095e-35 -0.0049566603265702716 0.24645754694938662 -0.0067873813677579156 -2.2172124385833736 -0.065069220960140214 0.25221768021583563 -0.61221042275428761 0.093698535114526763 -0.81133443117141713 1.5907477140426638 0.45985263586044317 0.86002957820892345 0.079031709581613555 1.8034135699272158
left_child=9 4 3 14 7 -5 20 17 -9 15 11 -11 23 -14 -3 21 -17 -2 19 -4 -6 24 -23 -12 -1 -18 -20 -8
right_child=1 2 18 5 6 -7 27 8 -10 10 12 -13 13 -15 -16 16 25 -19 26 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=5.5315774556844303e-06 -0.0017373646157201128 0.000138143003791232 -0.00095349669036442868 -0.010378997184103355 -0.0021639758786073581 -0.02085283915325999 7.7972149824003984e-05 -0.0033328652230087048 -0.00015664160913144898 -0.031010890835523601 -0.0069289105588570231 -0.0082636604993604132 -0.0031215652848260427 -0.0002742045185198803 -0.0060973276698895861 0.054126812805461666 -0.00019190925826709386 -0.00021137691918407176 -0.0019248638015034465 -0.010943336719106548 -0.0044895146359994545 0.031244680643366236 -0.00019632762656520835 -0.00024834144802298396 -0.00040113404780539944 -0.0043129154504276809 -0.00028037620979655392 -0.00062392329167778367
leaf_weight=566739 708 55 37 75 434 45 322 599 560 25 75 24 236 10343 213 27 875 13074 65 28 386 27 559 24 4884 20 431 20
leaf_count=566739 708 55 37 75 434 45 322 599 560 25 75 24 236 10343 213 27 875 13074 65 28 386 27 559 24 4884 20 431 20
internal_value=-2.3777e-05 -0.000723245 -0.00378882 -0.00775241 -0.000542582 -0.0143067 -0.00228872 -0.00040678 -0.00179819 -3.34857e-06 -0.000472827 -0.0198694 -0.000383819 -0.000337724 -0.00481766 5.43842e-06 0.00130938 -0.000289769 -0.00104751 -0.00525681 -0.00325868 3.33738e-06 0.00125232 -0.00530938 2.05699e-06 -0.000283999 -0.000495884 3.69256e-05
internal_weight=600910 17052 949 388 16103 120 1162 14941 1159 583858 10727 49 10678 10579 268 573131 922 13782 561 65 820 572209 586 99 571623 895 496 342
internal_count=600910 17052 949 388 16103 120 1162 14941 1159 583858 10727 49 10678 10579 268 573131 922 13782 561 65 820 572209 586 99 571623 895 496 342

Tree=50
num_cat=0
split_feature=5 7 24 5 21 15 51 5 9 46 18 33 15 16 16 7 15 7 9 7 21 51 15 15 51 27 18
split_gain=2.30665 5.48419 1.93158 2.81021 0.931545 0.76084 1.3003 0.808534 0.601511 0.385713 19.0449 0.321777 0.751842 0.279954 0.270698 0.701649 0.359525 0.254505 0.246832 0.185507 0.14592 0.304088 0.555655 0.0345807 0.982163 0.00987308 0.00634901
threshold=1.9541158676147463 0.02491004299372435 1.6424518823623659 2.1832678318023686 1.4956800341606142 0.60958480834960949 -0.011632459703832863 -0.31755499541759485 0.033215569332242019 0.24645754694938662 -0.0067873813677579156 0.70385038852691661 1.088582515716553 0.35010221600532537 0.45985263586044317 0.02491004299372435 0.54038965702056896 -0.051284333691000931 -0.00058269104920327653 -0.019574526697397229 0.68607407808303844 0.05229653604328633 0.54038965702056896 0.54038965702056896 -0.051705924794077866 0.093721006065607085 -0.0011679385788738725
left_child=5 2 3 4 -2 9 -7 17 -9 14 -11 18 -13 -5 16 -16 -1 -8 -4 -12 23 22 -22 26 -25 -23 -3
right_child=1 20 11 13 -6 6 7 8 -10 10 19 12 -14 -15 15 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 -28
leaf_value=4.2977068743219891e-06 -0.0017689255982641413 2.3753169416160104e-05 -0.0027806463091073785 -0.005869605527914522 -0.012472265869611874 -0.01420405220829416 -0.0033817814773480807 -0.0011461453298576355 -0.00011939983012026312 0.050879204182161221 -4.1672046241372836e-05 -0.014375248600263148 0.00064316050124554229 -0.0085284585038456935 -0.001536911181940343 -1.2647153297336696e-06 0.00098136221817598872 -0.010670495131395428 -0.00048106606233967698 -0.0035790701713573833 -0.0009714130886631201 0.0001594740351023766 -0.0088351210960836788 -0.0099619660150209385 -8.3358338484823622e-05 -0.00063814919062359554 -0.00012903660549905938
leaf_weight=569722 1208 7167 199 789 30 25 35 3049 6295 27 838 21 28 174 1473 3926 1359 34 1080 57 109 228 46 37 1746 74 1134
leaf_count=569722 1208 7167 199 789 30 25 35 3049 6295 27 838 21 28 174 1473 3926 1359 34 1080 57 109 228 46 37 1746 74 1134
internal_value=-2.23504e-05 -0.000781539 -0.00282881 -0.00391917 -0.0020283 -4.14821e-06 -0.000538512 -0.000502218 -0.000454433 4.58631e-06 0.00123081 -0.00102167 -0.0057933 -0.00635002 2.62513e-06 -0.000420233 6.62282e-06 -0.00697332 -0.000838858 -0.000266959 -9.61377e-05 -0.00114478 -0.00330516 -4.86141e-05 -0.000288355 -3.59701e-05 2.88055e-06
internal_weight=600910 14070 3529 2201 1238 586840 9438 9413 9344 577402 922 1328 49 963 576480 5399 571081 69 1279 895 10541 457 155 10084 1783 302 8301
internal_count=600910 14070 3529 2201 1238 586840 9438 9413 9344 577402 922 1328 49 963 576480 5399 571081 69 1279 895 10541 457 155 10084 1783 302 8301

Tree=51
num_cat=0
split_feature=5 7 49 21 4 49 7 21 24 24 5 25 7 5 7 7 29 19 15 21 49 51 26 13 46 4 51 2
split_gain=2.03815 4.84583 6.8984 4.06625 0.947749 0.899088 3.67041 4.8938 0.761673 0.534924 1.32133 0.45596 0.849372 0.191752 48.4208 0.256886 0.192737 14.2844 0.205984 0.128935 0.319496 0.170973 0.119266 0.118972 0.0727866 0.037752 0.1253 0.00716127
threshold=1.9541158676147463 0.02491004299372435 2.1199098825454716 0.80182349681854259 0.074781253933906569 2.1199098825454716 0.030422003939747814 0.68607407808303844 1.6424518823623659 1.6424518823623659 2.1832678318023686 -0.46131986379623408 0.02491004299372435 1.8976381421089175 -0.015038088895380495 0.02491004299372435 1.8597307801246645 0.018366006202995781 0.48480661213397985 0.68607407808303844 3.3662879467010502 -0.03797421604394912 -1.741030156612396 -0.58036291599273671 0.055770659819245345 0.059470143169164665 -0.042624477297067635 0.049754880368709571
left_child=4 2 9 8 13 11 7 -7 -4 10 -2 12 -6 16 -15 -16 18 -18 -1 25 21 -21 -8 -13 -11 27 -27 -3
right_child=1 19 3 -5 5 6 22 -9 -10 24 -12 23 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=5.2163128879270193e-06 -0.00026418384059357584 2.7821755986374399e-05 -0.0072642483981125213 -0.029353208350283759 -0.0022766118086288635 -0.0047821657751744278 -0.0042430674733011983 -0.02714093592550073 -0.0036593997024811139 0.00036941366721697088 -0.0039348943214281458 -0.000670977037880306 -0.00015384143360212758 0.087161299257941596 -0.0015247317661840065 1.0288850181341027e-05 0.037028633049248076 7.9350385348747789e-05 -0.00038540991178980308 -0.0027799092965708244 -0.0079674784780439482 -2.5431241358170054e-05 -3.1181169754964783e-05 -3.8326027968061873e-05 -0.00086171515886083007 -0.0014820245939311 -9.3688240899825805e-05 -0.00020800693318197711
leaf_weight=563725 912 7521 695 28 1157 219 25 42 303 794 576 1276 1641 23 521 1591 38 4290 4902 108 23 326 759 6631 221 269 1800 494
leaf_count=563725 912 7521 695 28 1157 219 25 42 303 794 576 1276 1641 23 521 1591 38 4290 4902 108 23 326 759 6631 221 269 1800 494
internal_value=-2.10094e-05 -0.000734647 -0.00265908 -0.00680248 -3.89932e-06 -0.000537341 -0.00221718 -0.00838013 -0.00616979 -0.000960671 -0.0016851 -0.000373358 -0.00103163 6.99974e-06 0.000574564 -0.000368379 4.88483e-06 0.000403766 1.84882e-06 -9.03694e-05 -0.00107609 -0.000710877 -0.000165489 -0.000140421 0.000101355 -4.56973e-05 -0.000274192 1.32866e-05
internal_weight=600910 14070 3529 1026 586840 11750 1045 261 998 2503 1488 10705 2798 575090 2135 2112 572955 4328 568627 10541 457 434 784 7907 1015 10084 2069 8015
internal_count=600910 14070 3529 1026 586840 11750 1045 261 998 2503 1488 10705 2798 575090 2135 2112 572955 4328 568627 10541 457 434 784 7907 1015 10084 2069 8015

Tree=52
num_cat=0
split_feature=49 7 5 19 19 22 22 23 4 51 14 25 7 33 16 5 7 24 49 0 51 46 14 7 51 33 15 7
split_gain=1.82237 5.79199 7.6337 4.44764 2.54688 1.31402 1.04696 0.928477 0.463812 0.516198 2.32954 0.42078 0.794886 0.409809 0.234406 0.216302 0.440846 0.855274 0.253449 60.8599 0.174424 0.150951 0.134565 0.558189 0.183565 0.0497608 0.0420642 0.0367627
threshold=2.1199098825454716 0.02491004299372435 1.8456857800483706 0.00089683494297787558 0.0013983871904201808 -0.34670263528823847 1.6594305634498598 -0.030319288372993466 0.074781253933906569 -0.03797421604394912 0.57541373372077953 -0.46131986379623408 0.02491004299372435 -0.0092672887258231623 -0.8514614701271056 2.0925335884094243 0.023633771575987342 1.6424518823623659 1.8932956457138064 0.037575125694274909 2.0642006397247319 -0.040337566286325448 0.38360404968261724 0.031851399689912803 -0.047317719087004655 0.36706534028053289 1.0000000180025095e-35 0.026265495456755165
left_child=8 2 3 7 13 -5 -6 -2 15 10 21 12 -11 -4 -13 18 17 -17 20 -20 -1 -10 26 -24 -25 -18 -3 -28
right_child=1 22 4 5 6 -7 -8 -9 9 11 -12 14 -14 -15 -16 16 25 -19 19 -21 -22 -23 23 24 -26 -27 27 -29
leaf_value=2.7090027056103662e-06 -0.012900074090750422 -0.0027107604320517563 -0.0053493282100871981 -0.0054473656185620558 -0.012047449392266572 -0.014588145357430787 -0.026058335788547989 8.0235180235758237e-05 8.3027210442678003e-05 -0.0021405113562667734 -0.018489886033799377 -0.0031774808059863778 -0.00012539673729225199 -0.010029310618992895 -8.3142247888567445e-05 -0.0027375553355526204 8.5526263920889114e-06 0.00028066976181962983 -8.4312387023018612e-06 0.10489010019722628 0.00036659080088102195 -0.0041421820124225243 -0.0090415160497650509 -0.0024289043882936628 -9.7585154821294926e-05 -0.001046116546925551 -0.00098459002374863395 5.3883102760899445e-05
leaf_weight=557351 20 20 1045 241 96 74 24 2453 153 1183 31 89 1743 72 9041 715 3423 641 4478 20 4783 38 28 143 812 169 124 11900
leaf_count=557351 20 20 1045 241 96 74 24 2453 153 1183 31 89 1743 72 9041 715 3423 641 4478 20 4783 38 28 143 812 169 124 11900
internal_value=-1.97488e-05 -0.000631156 -0.00262053 -0.00088003 -0.00654334 -0.00759472 -0.0148496 -2.4741e-05 -1.89225e-06 -0.000366767 -0.00323372 -0.000313974 -0.00094012 -0.00565099 -0.000113306 5.94555e-06 -0.000389038 -0.0013108 9.39466e-06 0.000457992 5.80514e-06 -0.00075759 -1.64912e-05 -0.00069149 -0.000446673 -4.10685e-05 3.86005e-05 4.31736e-05
internal_weight=600910 17052 4025 2788 1237 315 120 2473 583858 12278 222 12056 2926 1117 9130 571580 4948 1356 566632 4498 562134 191 13027 983 955 3592 12044 12024
internal_count=600910 17052 4025 2788 1237 315 120 2473 583858 12278 222 12056 2926 1117 9130 571580 4948 1356 566632 4498 562134 191 13027 983 955 3592 12044 12024

Tree=53
num_cat=0
split_feature=4 7 25 16 51 2 51 35 29 35 48 51 26 27 15 15 51 51 15 25 7 23 7 8 16 31 16 25 7 26
split_gain=1.14866 1.29974 1.10599 1.67512 0.715086 1.95771 0.535665 0.335164 0.301608 0.227818 0.177833 0.170735 8.79631 23.1216 0.510226 0.168047 1.52755 0.162512 0.322183 0.341846 0.11474 0.103736 0.100076 0.230147 0.0808633 0.173404 0.0792486 0.0428165 0.041436 0.0263464
threshold=0.066476602107286467 0.027626098133623603 -0.46131986379623408 0.45985263586044317 -0.017102343030273911 0.044653452932834632 -0.03797421604394912 1.427729666233063 0.37367811799049383 0.72362184524536144 -2.9709000587463374 2.0642006397247319 -1.8247658610343931 0.012831844389438631 0.48480661213397985 0.48480661213397985 -0.051705924794077866 -0.03797421604394912 0.54038965702056896 0.47527225315570837 -0.0070066021289676419 -0.018816798925399777 0.02491004299372435 -0.0027612092671915884 0.20690874755382541 1.0594350099563601 0.45985263586044317 1.4134759306907656 0.07164772599935533 -0.35727173089981074
left_child=7 2 3 6 5 -4 -2 11 -5 -6 20 15 13 -13 -14 26 -17 18 21 -20 27 -3 23 -12 25 -19 -1 -9 -26 -22
right_child=1 17 4 8 9 -7 -8 10 -10 -11 22 12 14 -15 -16 16 -18 24 19 -21 29 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-6.1917404004447977e-06 -0.0099119966624262312 -0.0047841697898028147 -0.001900139855534102 -0.006970078616363967 3.205222016201029e-05 -0.021849500883503684 -0.00042589533464524058 -0.00070535046137472726 -0.0039409337498656771 -0.00091412776136702231 -0.00027470268337157942 -0.0031582399049166266 -0.00010906431680755337 0.075853325118110659 0.0024497450788971034 -0.0080209892425014209 -0.00021448620410454498 -0.00039055970044450818 -0.011126656878901565 -0.0012545824045082554 -0.0035174729266145731 -0.00046274783404854551 -6.3686108223323994e-06 -0.0011503850622883523 -0.00030887914946122781 -0.0039503392419007058 -0.00036481798855889146 -0.0034367336851460254 1.7700743313310019e-05 -0.0063920475170016287
leaf_weight=564321 22 21 113 143 1440 21 827 88 686 2518 4804 40 4324 20 300 92 4709 327 23 28 24 419 2275 1394 1699 58 2227 27 7911 22
leaf_count=564321 22 21 113 143 1440 21 827 88 686 2518 4804 40 4324 20 300 92 4709 327 23 28 24 419 2275 1394 1699 58 2227 27 7911 22
internal_value=-2.70331e-05 -0.000524523 -0.00124777 -0.00254498 -0.000715829 -0.00502653 -0.000671707 -1.3201e-05 -0.00446345 -0.000569888 -0.00038426 -7.63925e-06 0.000353131 0.0231789 5.69484e-05 -1.05969e-05 -0.00036408 -0.000126549 -0.00119226 -0.00570669 -0.00235967 -0.000668998 -0.000346725 -0.000471654 -7.41959e-05 -0.000926838 -7.60144e-06 -0.00134663 -4.0037e-05 -0.00489227
internal_weight=600923 16256 5770 1678 4092 134 849 584667 829 3958 8634 576033 4684 60 4624 571349 4801 10486 491 51 161 440 8473 6198 9995 385 566548 115 9610 46
internal_count=600923 16256 5770 1678 4092 134 849 584667 829 3958 8634 576033 4684 60 4624 571349 4801 10486 491 51 161 440 8473 6198 9995 385 566548 115 9610 46

Tree=54
num_cat=0
split_feature=49 7 21 3 35 32 51 7 49 25 7 46 35 3 17 26 6 14 48 25 16 21 7 46 33 4 6
split_gain=1.50776 5.25725 16.3871 1.86892 0.556357 0.454467 4.61347 2.21432 0.657698 0.352296 0.343743 0.323595 15.3502 0.420344 8.14171 0.367108 0.246495 0.200526 0.146657 0.118713 0.0951132 0.0760462 1.0133 0.052325 0.103529 0.0337482 0.0293629
threshold=2.1199098825454716 0.02491004299372435 0.68607407808303844 0.024765206500887874 1.3762313127517702 0.54038965702056896 -0.047317719087004655 0.055371608585119254 1.0000000180025095e-35 -0.45008665323257441 0.038352120667696006 0.24645754694938662 1.0885237455368044 0.093698535114526763 -0.81133443117141713 -1.8247658610343931 0.48166005313396459 0.47798374295234686 -1.8403685092926023 -0.37342564761638636 0.41388021409511572 0.93284386396408092 0.035025764256715781 0.066191527992486968 0.29839360713958746 0.059470143169164665 1.019688665866852
left_child=5 2 3 4 -2 11 7 -7 10 -10 -8 13 15 20 -15 -13 -9 -5 -4 -20 -1 23 -23 25 -25 -3 -24
right_child=1 21 18 17 -6 6 8 16 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 26 24 -26 -27 -28
leaf_value=-2.0057083037106016e-06 -0.0009462859432989916 7.7068004936342149e-05 -0.028767344355583188 -0.0046292091873043634 -0.0026670961974014059 -0.02644641950397807 -0.0059847871609488307 -0.0013066915542419466 -0.00078094580888616043 -3.1323408212897375e-05 -0.0016251955314877816 -0.0077947942866012452 0.039519884297381694 0.03830710814467498 5.0484498743420166e-05 -0.00026722820449250685 -0.010394693991507995 -0.0073975940994551025 -0.026254345308008947 -0.021744421302004064 -0.00024982554547156854 -0.01398094891011715 6.9712856657850152e-05 -0.00028571185122700627 -0.005231291733914986 -0.00021650811473882282 -0.0023020406576979438
leaf_weight=564014 2618 10947 28 227 912 34 98 21 2952 9586 194 24 36 21 432 827 22 161 38 47 5631 20 311 64 20 1618 20
leaf_count=564014 2618 10947 28 227 912 34 98 21 2952 9586 194 24 36 21 432 827 22 161 38 47 5631 20 311 64 20 1618 20
internal_value=-2.54111e-05 -0.000581897 -0.00247501 -0.00182532 -0.00139087 -9.17949e-06 -0.000361255 -0.0150039 -0.000273376 -0.000207818 -0.00308835 -1.2209e-06 0.0011439 -3.00257e-06 0.00182397 -0.000479521 -0.00595637 -0.00577795 -0.0250012 -0.0237606 -4.45543e-06 5.11253e-06 -0.000866037 2.92863e-05 -0.00146323 3.92641e-05 -7.35955e-05
internal_weight=600923 17031 4031 3918 3530 583892 12907 77 12830 12538 292 570985 887 570098 453 851 43 388 113 85 569645 13000 351 12649 84 12565 331
internal_count=600923 17031 4031 3918 3530 583892 12907 77 12830 12538 292 570985 887 570098 453 851 43 388 113 85 569645 13000 351 12649 84 12565 331

Tree=55
num_cat=0
split_feature=5 7 49 21 24 5 24 4 7 49 21 25 8 20 18 20 14 51 15 35 16 7 4 51 19 15 2 51 15
split_gain=1.59746 4.11394 6.47118 4.67652 0.573307 0.499079 1.16145 0.496599 0.557386 1.85388 2.738 0.541331 0.320801 0.291163 25.0048 0.117532 0.104233 0.260265 0.22747 0.0732723 0.071047 0.069297 0.0553839 0.107069 0.884343 0.0211653 0.00334624 0.0404159 0.00126052
threshold=1.8976381421089175 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 2.1832678318023686 1.6424518823623659 0.066476602107286467 0.027626098133623603 2.1199098825454716 0.68607407808303844 -0.46131986379623408 1.0000000180025095e-35 0.29659919440746313 -0.0040712922345846883 -0.0058671087026596061 0.47798374295234686 -0.042624477297067635 0.48480661213397985 0.58821260929107677 0.41388021409511572 -0.015038088895380495 0.049878736957907684 -0.03797421604394912 0.004761686548590661 0.60958480834960949 0.063772168010473265 0.018583212047815326 0.54038965702056896
left_child=7 2 5 4 -4 21 -7 13 9 11 -11 -9 -5 16 -15 -10 18 -18 -1 -16 -17 -2 26 24 -24 -25 28 -28 -3
right_child=1 22 3 12 -6 6 -8 8 15 10 -12 -13 -14 14 19 20 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30
leaf_value=1.4798369493079319e-06 -0.0025701576068786381 2.3582471828735295e-05 -0.0061106526229004971 -0.019570497061525072 -0.0031032288204527127 -0.0035028268672214944 0.00017279390793041008 -0.0015484984012382043 -0.0041681658540386711 -0.0033636215392034499 -0.021376893205302103 -0.00017983720905378824 -0.029725034981966016 0.067457052759826178 -6.1389911292894381e-05 -0.0003516945137072601 -0.0016394031296128935 -0.00012519290328067852 0.0012267432899318589 -0.00166575914005271 5.4710232174526901e-05 -4.3670983572040526e-05 -0.00052036785269870558 -0.00038873070560584437 -0.012290970827452839 -2.3571925388115345e-06 -0.0027793604634935034 8.1447709932490393e-05 0.00041979747884585681
leaf_weight=558329 40 8926 808 21 318 623 615 1488 25 230 35 3458 24 20 1014 2072 425 10619 546 114 6130 1704 540 703 24 1863 20 160 29
leaf_count=558329 40 8926 808 21 318 623 615 1488 25 230 35 3458 24 20 1014 2072 425 10619 546 114 6130 1704 540 703 24 1863 20 160 29
internal_value=-2.38864e-05 -0.000607587 -0.00223979 -0.00601931 -0.00526131 -0.000755605 -0.00167689 -7.49103e-06 -0.000368017 -0.000853553 -0.00574273 -0.000591598 -0.0249863 9.92639e-07 0.000955571 -6.04767e-05 -9.30188e-07 -0.000183463 2.67687e-06 -0.000223534 -4.79563e-05 -0.000101618 -5.49152e-05 -0.000272732 -0.00102124 -0.000108211 1.97171e-05 -0.00023642 2.48656e-05
internal_weight=600923 16418 4153 1171 1126 2982 1238 584505 13438 5211 265 4946 45 571067 1148 8227 569919 11044 558875 1128 8202 1744 12265 3130 564 2566 9135 180 8955
internal_count=600923 16418 4153 1171 1126 2982 1238 584505 13438 5211 265 4946 45 571067 1148 8227 569919 11044 558875 1128 8202 1744 12265 3130 564 2566 9135 180 8955

Tree=56
num_cat=0
split_feature=5 7 49 21 24 5 24 4 7 49 21 25 8 20 18 20 46 18 3 18 16 7 4 51 18 3 18 51 15
split_gain=1.41151 3.63508 5.71794 4.13217 0.506574 0.440986 1.02626 0.438795 0.492506 1.63809 2.41929 0.47832 0.28346 0.257272 22.0942 0.103851 0.092907 0.24279 0.15907 0.0718867 0.0664934 0.0612309 0.0489372 0.0946059 0.788991 0.0314941 0.00238771 0.0166757 0.0012853
threshold=1.8976381421089175 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 2.1832678318023686 1.6424518823623659 0.066476602107286467 0.027626098133623603 2.1199098825454716 0.68607407808303844 -0.46131986379623408 1.0000000180025095e-35 0.29659919440746313 -0.0040712922345846883 -0.0058671087026596061 0.24645754694938662 -0.0065623323898762456 0.093698535114526763 0.036026569083333022 0.20690874755382541 -0.015038088895380495 0.049878736957907684 -0.03797421604394912 0.0081236315891146677 0.046135405078530319 0.0096663772128522413 -0.051705924794077866 0.54038965702056896
leaf_value=-1.2207199755962372e-06 -0.0024159481410024452 2.5833888771539002e-05 -0.0057440134662083619 -0.018396267353424003 -0.0029170351077907912 -0.0032926572585571107 0.00016242627390140735 -0.0014555884941480526 -0.0039180758198141116 -0.0031618042470705088 -0.020094279578753878 -0.00016904697348280723 -0.027941532805562018 0.063409629151225097 -0.0020178173006245963 -0.00078887939792864417 -0.0071254853848367926 -0.00044684830684400085 0.00074221455123051787 -8.3205577764608807e-05 -5.8410527954934651e-06 -4.1050724724287968e-05 -0.00042806056902698787 -0.00054735931734805243 -0.010427956031635403 -2.5689326489982041e-06 -0.0011230674308003821 -2.2545325369349681e-06 0.00050739470563712532
leaf_weight=567892 40 8473 808 21 318 623 615 1488 25 230 35 3458 24 20 74 411 20 969 1038 1054 7791 1704 534 467 30 2099 52 590 20
leaf_count=567892 40 8473 808 21 318 623 615 1488 25 230 35 3458 24 20 74 411 20 969 1038 1054 7791 1704 534 467 30 2099 52 590 20
internal_value=-2.24533e-05 -0.000571132 -0.0021054 -0.00565815 -0.00494563 -0.000710269 -0.00157628 -7.04157e-06 -0.000345936 -0.00080234 -0.00539817 -0.000556102 -0.0234871 9.3308e-07 0.000898236 -5.68481e-05 -8.74377e-07 -0.000581907 1.35661e-07 -0.000210122 -4.50789e-05 -9.55208e-05 -5.16203e-05 -0.000256368 -0.00095997 -0.000101718 1.85341e-05 -9.30369e-05 2.69679e-05
internal_weight=600923 16418 4153 1171 1126 2982 1238 584505 13438 5211 265 4946 45 571067 1148 8227 569919 989 568930 1128 8202 1744 12265 3130 564 2566 9135 642 8493
internal_count=600923 16418 4153 1171 1126 2982 1238 584505 13438 5211 265 4946 45 571067 1148 8227 569919 989 568930 1128 8202 1744 12265 3130 564 2566 9135 642 8493

Tree=57
num_cat=0
split_feature=49 8 19 23 0 22 11 13 15 51 8 49 19 8 7 46 35 26 3 17 11 7 11 49 16 51 46 14
split_gain=1.05067 3.82902 4.73171 1.60665 1.72459 1.60084 0.664327 0.589037 0.353354 3.94845 1.95494 0.583206 0.434157 0.320042 0.280347 0.258084 13.5048 0.633902 0.359115 7.19584 0.157093 0.0878102 0.129223 0.114277 0.0772875 0.0317374 0.0245873 0.0153366
threshold=2.1199098825454716 0.023463943041861061 0.00089683494297787558 -0.022549189627170559 -0.0049836321268230668 -0.34670263528823847 1.1165336370468142 0.43386922776699072 0.54038965702056896 -0.047317719087004655 0.035103157162666328 1.0000000180025095e-35 -0.0025074785808101292 0.046528682112693794 0.02491004299372435 0.24645754694938662 1.0885237455368044 -1.8247658610343931 0.093698535114526763 -0.81133443117141713 1.1575787067413332 0.026265495456755165 1.0273554325103762 3.3662879467010502 0.41388021409511572 -0.32653066515922541 0.24645754694938662 0.38360404968261724
left_child=8 2 3 4 -2 20 -5 -7 15 10 -10 13 -12 -11 -13 18 17 -17 24 -20 -4 22 25 -24 -1 -3 27 -23
right_child=1 21 5 6 -6 7 -8 -9 9 11 12 14 -14 -15 -16 16 -18 -19 19 -21 -22 26 23 -25 -26 -27 -28 -29
leaf_value=-1.2644852371393213e-06 -0.00028249843209050596 -0.0023960942576598861 -0.0049613180545230321 -0.00066528652274208363 -0.024626537886532868 -0.0098260961306330403 -0.0024031280367358284 -0.018529972102048552 -0.024337086070328952 -0.0052995851808878731 0.00096333223328526525 -0.0004997906986643607 -0.01123724121766697 -0.0012516751395416012 7.2844145170987843e-05 -0.010113278864882886 0.03701747619236509 -0.0002216271835689296 0.035985036960669924 1.9259168549676057e-05 -0.0077546769258167057 6.452038419264097e-05 -0.0013136879607378172 -0.0066250032462179653 -0.00022465786208663007 -1.0570378299344745e-05 -0.0020088525462363446 -0.00018797763721515833
leaf_weight=564014 20 23 234 2433 22 57 1174 55 35 118 21 5426 21 174 7112 24 36 827 21 432 105 11734 35 25 5631 158 21 935
leaf_count=564014 20 23 234 2433 22 57 1174 55 35 118 21 5426 21 174 7112 24 36 827 21 432 105 11734 35 25 5631 158 21 935
internal_value=-2.11061e-05 -0.000485645 -0.00208336 -0.00136677 -0.0130341 -0.00788121 -0.00123092 -0.0141003 -7.55635e-06 -0.000318005 -0.0138643 -0.000236706 -0.00513695 -0.00288747 -0.000174972 -5.38727e-07 0.00102212 -0.000500593 -2.12986e-06 0.00168655 -0.00582652 2.09383e-05 -0.00111363 -0.00352674 -3.47275e-06 -0.000313703 4.24852e-05 4.58855e-05
internal_weight=600923 17031 4100 3649 42 451 3607 112 583892 12907 77 12830 42 292 12538 570985 887 851 570098 453 339 12931 241 60 569645 181 12690 12669
internal_count=600923 17031 4100 3649 42 451 3607 112 583892 12907 77 12830 42 292 12538 570985 887 851 570098 453 339 12931 241 60 569645 181 12690 12669

Tree=58
num_cat=0
split_feature=5 7 15 19 23 18 5 7 24 5 21 5 33 46 8 46 18 7 4 17 5 21 7 12 46 20 3 7 27
split_gain=1.10856 2.648 1.19173 58.0019 1197.53 47.8249 1.91123 7.06032 1.10391 1.67135 0.60627 0.565329 0.215919 0.455654 0.163988 0.133121 1.18223 0.185419 0.0864399 0.216876 0.0611311 0.0568759 0.103813 0.0796066 0.0382491 0.0182422 0.0570626 0.0278558 0.0106744
threshold=1.9541158676147463 0.02491004299372435 0.48480661213397985 0.0029871630249544982 -0.021760465577244755 0.011358241084963085 -0.4922413676977157 -0.0390078667551279 1.6424518823623659 2.1832678318023686 1.1624502539634707 -0.29758813977241511 0.79332903027534496 0.12999294698238376 -0.0027612092671915884 0.24645754694938662 -0.007206274662166833 -0.018455071374773976 0.059470143169164665 1.003887474536896 1.8456857800483706 0.68607407808303844 0.14178097248077395 0.45687323808670049 -0.0082922452129423601 -0.0078679458238184435 0.057564338669180877 0.07164772599935533 -0.016670064069330689
left_child=2 8 15 4 -4 -6 7 -5 9 10 -2 -8 24 -14 -11 18 -17 -18 20 -20 -1 25 23 -23 -10 26 -3 -27 -24
right_child=1 21 3 6 5 -7 11 -9 12 14 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 22 28 -25 -26 27 -28 -29 -30
leaf_value=4.7210772556821747e-06 -0.001053442757385004 2.1196623279030613e-05 0.46399848716533076 -0.0035236040359297983 -0.0018107455454322487 0.084857171105850282 -0.0064274635292693146 0.039626758826896549 -0.001657556528478008 -0.003673890477661135 -0.0088520271195149085 -0.00027532049243350479 -0.010816685666584155 0.0012614477387346001 -0.0052439110372566348 -0.012446378901600838 -0.00011362424675665307 -0.0041151724829581902 -0.00011096477094273373 -0.0013499734844990335 -0.00023683883101182347 -0.0029536943797749699 0.00088603135398686078 -0.00042310030870322844 -0.00032448147395936465 -0.00064168437586634066 0.0027352415755740366 -7.7746307600789021e-05 -0.00012857436003125181
leaf_weight=561786 1193 6984 21 43 510 24 54 20 83 406 37 12699 22 23 584 30 793 44 5964 556 3797 100 45 81 1166 357 28 2701 219
leaf_count=561786 1193 6984 21 43 510 24 54 20 83 406 37 12699 22 23 584 30 793 44 5964 556 3797 100 45 81 1166 357 28 2701 219
internal_value=-7.47222e-08 -0.000527164 1.25366e-05 0.000572485 0.0195623 0.00208444 -0.000249872 0.0101749 -0.0019531 -0.00276501 -0.00128803 -0.00030137 -0.000560183 -0.00464342 -0.00460004 -5.30541e-07 -0.000743441 -0.00032398 5.9531e-07 -0.000216623 3.09938e-06 -5.06302e-05 -0.000714443 -0.00182122 -0.000413069 -2.12959e-05 3.20342e-05 -0.000143582 4.43698e-05
internal_weight=600370 14029 586341 13371 555 534 12816 63 3514 2220 1230 12753 1294 45 990 572970 867 837 572103 6520 565583 10515 445 181 1249 10070 7012 3058 264
internal_count=600370 14029 586341 13371 555 534 12816 63 3514 2220 1230 12753 1294 45 990 572970 867 837 572103 6520 565583 10515 445 181 1249 10070 7012 3058 264

Tree=59
num_cat=0
split_feature=49 8 21 19 4 19 8 9 51 34 23 25 34 17 15 51 9 45 15 20 25 8 21 49 31 28 45
split_gain=0.966488 3.40002 12.7018 2.18551 1.12681 19.734 507.529 1403.88 0.590386 0.472196 0.390999 0.184862 0.176018 0.146642 0.132161 1.35534 0.325181 0.0814334 8.04371 0.109291 0.0772298 0.0558446 0.459459 0.0383216 0.0108339 0.0527862 0.00965351
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.0013983871904201808 0.066476602107286467 0.0029871630249544982 -0.01495661213994026 0.0036375302588567142 -0.047317719087004655 1.2166427373886111 -0.021760465577244755 -0.41730031371116633 1.1877156496047976 -0.38133110105991358 0.54038965702056896 -0.042624477297067635 -0.0023334147408604618 -0.17385151982307431 0.40622629225254064 0.088402424007654204 -0.42802381515502924 0.02900647092610598 0.30607807636260992 3.8195164203643803 -1.6673446893692014 -0.10597278177738188 -0.17385151982307431
left_child=4 2 3 9 14 6 7 -6 -7 -2 -8 -10 -5 -4 17 -16 -17 18 -1 -19 -15 22 23 -3 25 -23 -26
right_child=1 21 13 12 5 8 10 -9 11 -11 -12 -13 -14 20 15 16 -18 19 -20 -21 -22 24 -24 -25 26 -27 -28
leaf_value=-0.00013026954587870131 -0.00022146103585911033 3.6683578676276637e-05 -0.024994040261954068 -0.0045447100357054486 0.58968625615683778 -0.0092582568701562607 -0.0041784446631444976 -0.0018278284106278218 -0.0005849043928588028 -0.0016147202404932486 -0.00047145438326642771 -6.9733707567979825e-05 -0.0071130698868802867 -0.022373619167932443 -0.01147885233719045 -0.0035457267444941793 -0.00014404218246972107 4.5086451402079163e-06 0.035648735323718386 -0.00019273704320995163 -0.018683408372560325 -0.0033218070821603761 -0.0088821171310226651 -0.001526939561365659 -0.00089747391525872935 0.00017336484524172236 6.0324978643375038e-05
leaf_weight=1371 1763 389 32 228 20 26 111 52 3425 1740 1327 9361 166 35 39 104 3714 553621 23 10301 49 20 23 66 38 70 12256
leaf_count=1371 1763 389 32 228 20 26 111 52 3425 1740 1327 9361 166 35 39 104 3714 553621 23 10301 49 20 23 66 38 70 12256
internal_value=-7.02375e-08 -0.000447718 -0.00197244 -0.00139005 1.2876e-05 0.000538504 0.00702599 0.162482 -0.0002261 -0.000913517 -0.000757599 -0.000207733 -0.00562681 -0.0215377 -3.50308e-07 -0.000350377 -0.000236702 2.03783e-06 0.000460058 9.05615e-07 -0.020221 2.80004e-05 -0.000608361 -0.000190128 5.25628e-05 -0.00060334 5.73645e-05
internal_weight=600370 16875 4013 3897 583495 14322 1510 72 12812 3503 1438 12786 394 116 569173 3857 3818 565316 1394 563922 84 12862 478 455 12384 90 12294
internal_count=600370 16875 4013 3897 583495 14322 1510 72 12812 3503 1438 12786 394 116 569173 3857 3818 565316 1394 563922 84 12862 478 455 12384 90 12294

Tree=60
num_cat=0
split_feature=5 7 49 15 19 9 7 5 15 24 49 24 19 5 18 20 19 26 28 5 7 33 49 8 46 0 24 3
split_gain=0.94294 2.37103 1.74677 0.860705 40.7439 1657.83 4.39421 1.64859 6.80945 0.684456 0.637574 0.622817 0.299181 0.168323 0.140542 0.130062 0.512904 0.281452 0.112763 0.090384 0.269569 0.0495307 0.211372 0.0606787 0.0355449 0.00715775 0.0596589 0.0056334
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.48480661213397985 0.0029871630249544982 0.00088458511163480591 -0.014777715317904947 -0.4922413676977157 0.60958480834960949 1.6424518823623659 2.1199098825454716 1.5873526334762575 0.0013983871904201808 2.1832678318023686 0.00044908946438226854 0.07426291331648828 -0.018156406469643113 -1.8247658610343931 0.0792057439684868 1.8456857800483706 0.02491004299372435 0.21753699332475665 4.0461305379867563 0.082660216838121428 0.066191527992486968 0.029137875884771351 0.085961189121007933 0.046135405078530319
left_child=3 2 9 15 5 -5 -7 8 -6 13 -9 12 -4 -2 -13 19 -17 -18 -11 24 -21 25 23 -23 -1 27 -27 -3
right_child=1 21 11 4 7 6 -8 10 -10 18 -12 14 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29
leaf_value=4.1788382456040703e-06 -0.00098537203205307958 1.1810275075504894e-05 -0.0053713603201629963 0.52713003003789871 0.037334047806881633 -0.028291516278101048 -0.001584524343022479 -0.00018906386785623688 -0.0045109319776695748 0.00039183492910156996 -0.0019697432693268975 -0.0019034223438939078 -0.010500377666205167 -0.0028063842077933818 -0.0071258671469986434 -0.009770778587742824 -0.0020459089860206179 -0.00012383971025989356 -0.0028820074627619761 -0.00081160598094067295 3.0561723147923508e-06 -0.0011470466122888671 -0.0065996463553819919 6.1963306635194683e-05 0.00014417539805235239 -0.0029786510302577743 -5.9449280109147092e-05 0.00017783008368060606
leaf_weight=545974 262 4597 454 22 21 23 621 12598 42 713 768 256 45 604 20 20 279 16158 40 1946 5882 224 20 449 6608 26 822 876
leaf_count=545974 262 4597 454 22 21 23 621 12598 42 713 768 256 45 604 20 20 279 16158 40 1946 5882 224 20 449 6608 26 822 876
internal_value=-6.60244e-08 -0.000596023 -0.00222641 9.4215e-06 0.000472659 0.0149582 -0.00253835 -0.000245739 0.00943739 -0.00110508 -0.00029138 -0.00456891 -0.0058339 -0.00225545 -0.00228186 -1.89712e-06 -0.000168149 -0.000156465 0.000217926 2.98503e-06 -0.000199465 -3.95425e-05 -0.000521082 -0.000340441 5.85297e-06 1.32509e-05 -0.000148953 3.83832e-05
internal_weight=600370 9408 2394 590962 14095 666 644 13429 63 1619 13366 775 499 866 276 576867 16457 16437 753 560410 7828 7014 693 673 552582 6321 848 5473
internal_count=600370 9408 2394 590962 14095 666 644 13429 63 1619 13366 775 499 866 276 576867 16457 16437 753 560410 7828 7014 693 673 552582 6321 848 5473

Tree=61
num_cat=0
split_feature=5 7 49 21 32 9 20 51 9 16 49 24 24 4 4 17 17 31 21 46 18 16 21 49 51 33 7 46
split_gain=0.833182 2.09504 1.54345 0.902278 0.760519 38.0822 1753.54 2.21855 2.22908 2.20492 1.4356 0.604785 0.438711 0.163203 0.142873 0.235888 4.08227 0.155842 0.114403 0.110787 1.0039 0.0619651 0.0441235 0.16924 0.0416684 0.0141021 0.094656 0.00661584
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.48480661213397985 -0.0018452440272085366 0.022364095784723762 -0.042624477297067635 0.042048122733831413 0.45985263586044317 -0.25953947752714152 1.6424518823623659 1.6424518823623659 0.059470143169164665 0.066476602107286467 1.003887474536896 1.0862464308738711 1.3952204585075381 2.0679448843002324 0.24645754694938662 -0.007206274662166833 0.45985263586044317 0.68607407808303844 3.3662879467010502 -0.047317719087004655 0.29839360713958746 0.055371608585119254 -0.058801311999559396
left_child=4 2 11 12 14 6 -6 8 -7 -8 -9 13 -4 -2 19 17 -17 -16 -13 21 -21 -1 25 24 -24 27 -27 -3
right_child=1 22 3 -5 5 7 9 10 -10 -11 -12 18 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29
leaf_value=3.3466315599819933e-06 -0.0017370581416723194 0.00051001874130061778 -0.0050159458708869103 -0.016873288259608668 0.55418685395653089 -0.021904237760569562 -0.015389525616102708 0.0079743092947740617 -0.0031132772563552411 -0.00074899884963732291 -0.00029586866930734552 0.00033314973687974524 -0.0019775820226330338 -0.0038911994786437168 -0.00012768750918352903 -0.022635762736111158 -2.6424444524695211e-05 -0.0019888725512711451 -0.0040581970501013774 -0.011460900291800498 -0.0002901618556330426 -0.00030306056854735559 -0.0016573597348095582 -0.0060639184378087525 6.3622540255892084e-06 -0.0029414234089199455 -2.1778547291194108e-05 1.0631555743682261e-05
leaf_weight=568514 712 97 493 20 21 33 39 76 73 734 13119 731 262 154 4505 31 396 168 22 30 837 2386 70 20 240 45 358 6184
leaf_count=568514 712 97 493 20 21 33 39 76 73 734 13119 731 262 154 4505 31 396 168 22 30 837 2386 70 20 240 45 358 6184
internal_value=-6.20627e-08 -0.000560262 -0.00209283 -0.00429478 8.85621e-06 0.0004443 0.013209 -0.000317688 -0.00896329 -0.00148765 -0.000248234 -0.00103878 -0.00396157 -0.00212013 -1.78329e-06 -0.000317948 -0.00166785 -0.000194599 0.00020485 1.03681e-06 -0.000676693 2.06604e-06 -3.71699e-05 -0.000714444 -0.000369317 -3.73181e-06 -0.000347793 1.83438e-05
internal_weight=600370 9408 2394 775 590962 14095 794 13301 106 773 13195 1619 755 866 576867 5100 427 4673 753 571767 867 570900 7014 330 310 6684 403 6281
internal_count=600370 9408 2394 775 590962 14095 794 13301 106 773 13195 1619 755 866 576867 5100 427 4673 753 571767 867 570900 7014 330 310 6684 403 6281

Tree=62
num_cat=0
split_feature=4 4 16 16 21 55 8 49 21 51 15 5 8 49 19 25 19 16 25 6 29 1 25 5 20 26 49 15 5 49
split_gain=0.837557 13.426 157.553 1119.94 7.63663 46.3692 0.778785 3.53808 2.64583 1.41539 2.1909 0.524207 0.985594 1.21588 0.519589 0.297913 0.28544 0.164623 0.27938 0.158276 0.11386 0.296075 0.407302 0.0881363 0.0838808 0.0726196 0.0507958 0.0871626 0.0418013 0.0135923
threshold=0.074781253933906569 0.066476602107286467 0.018398451618850235 -0.024580038152635094 1.1624502539634707 -0.18369220942258832 0.024757893756031994 2.1199098825454716 0.68607407808303844 -0.042624477297067635 0.48480661213397985 2.1832678318023686 0.023463943041861061 2.1199098825454716 0.0029871630249544982 -0.47258038818836207 0.012669960036873819 0.41388021409511572 -0.47258038818836207 -0.94793257117271412 0.077394519001245513 0.028998604044318203 -0.36223796010017389 1.8456857800483706 0.29659919440746313 0.30519825220108038 1.0000000180025095e-35 0.54038965702056896 0.31164276599884039 4.4993588924407968
left_child=1 11 3 16 19 -6 7 9 15 10 -2 17 13 -13 -11 -9 -3 24 -19 -4 21 25 -23 -10 -1 -8 27 -22 -28 -14
right_child=6 2 4 -5 5 -7 20 8 23 14 -12 12 29 -15 -16 -17 -18 18 -20 -21 26 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=2.2275660985284144e-06 0.00063270358219742772 -0.0069120785071832601 -0.0019351268374044469 0.48199772810126884 0.098642859025974763 -0.0012722176416975666 -0.00012853668059557258 -0.0072638754487037655 -0.017077980343784605 -0.0031888520601368511 -0.026010314546059819 -0.00068357784051876905 2.3047422412746977e-05 -0.0039326135559367538 -0.0003842801680710777 -0.0032596031711699031 -3.5086765570461649e-05 -0.0010938736347108665 -6.1501802677676597e-05 -0.00016994419717483614 -0.00016753222764033274 -0.01040716274578769 -0.0015017443605462688 -0.022070974141359327 -0.00053814722171465997 -0.0031784285171888769 -0.0013093956017092498 -0.0015304144323807229 4.5620862498813689e-05 -0.00061868092242082465
leaf_weight=572885 25 28 203 20 20 102 445 100 35 250 20 1368 3497 595 4877 202 97 1326 3273 1844 1032 26 64 20 1036 30 83 202 6542 123
leaf_count=572885 25 28 203 20 20 102 445 100 35 250 20 1368 3497 595 4877 202 97 1326 3273 1844 1032 26 64 20 1036 30 83 202 6542 123
internal_value=-5.83382e-08 1.08732e-05 0.00457212 0.0651242 0.000524151 0.0151073 -0.000459487 -0.00101279 -0.00678985 -0.000614025 -0.0112086 -7.19684e-06 -0.000585803 -0.00166838 -0.000521035 -0.00458552 -0.00157553 -1.613e-06 -0.000359159 -0.000344997 -9.63337e-05 -0.000919026 -0.00407442 -0.0188936 1.25212e-06 -0.000321161 -3.71886e-05 -0.00039063 2.86448e-05 1.24284e-06
internal_weight=600370 586417 2314 145 2169 122 13953 5529 357 5172 45 584103 5583 1963 5127 302 125 578520 4599 2047 8424 565 90 55 573921 475 7859 1234 6625 3620
internal_count=600370 586417 2314 145 2169 122 13953 5529 357 5172 45 584103 5583 1963 5127 302 125 578520 4599 2047 8424 565 90 55 573921 475 7859 1234 6625 3620

Tree=63
num_cat=0
split_feature=49 21 8 8 5 19 14 9 49 55 19 3 1 46 18 19 15 3 5 12 51 35 5 14 9 49 34 15 14
split_gain=0.838529 2.81316 10.3004 1.13318 2.8553 1.36003 0.90871 14.3204 594.097 1243.81 11.7741 1.92894 15.3362 0.811027 21.5509 0.532245 0.346518 0.805118 0.400462 0.221537 0.219901 0.196589 0.187604 0.0580582 0.768472 0.0485023 0.0407115 0.0135319 0.0074521
threshold=2.1199098825454716 0.68607407808303844 0.02900647092610598 0.023463943041861061 1.8456857800483706 0.0013983871904201808 0.41081577539443975 -0.00085678591858595599 1.213452994823456 -0.32989430427551264 -0.0042493147775530806 -0.041278971359133713 -0.0022033816203474994 0.24645754694938662 -0.0065623323898762456 0.00045121985021978622 0.54038965702056896 0.093698535114526763 0.21844696253538134 0.48406167328357702 -0.042624477297067635 1.1395542025566103 2.0925335884094243 0.38360404968261724 -0.18948265165090558 2.6864454746246342 -0.70158460736274708 0.017328603193163875 0.83909133076667797
left_child=6 3 19 4 5 -2 13 8 10 -10 -8 12 -9 16 -15 -6 17 -1 -18 22 -13 -16 -3 26 -25 -21 -5 -4 -29
right_child=1 2 27 23 15 -7 7 11 9 -11 -12 20 -14 14 21 -17 18 -19 -20 25 -22 -23 -24 24 -26 -27 -28 28 -30
leaf_value=-2.0308736812990518e-06 0.0003969641093817211 -0.022486094632896327 -0.0014080424469429997 -0.0026611326449346852 -0.0031818657698934856 -0.0038923449502762616 0.040907890424598005 0.05562609773347503 0.57751325341255866 -0.0044654079888893578 -0.00049713086619931446 -0.00081821606875928969 -0.0002643756816977665 0.061899116433092524 -1.1875278177269155e-05 -0.0076497785725763868 -0.0039541321409620536 0.0037496653394233906 -0.00057295430693319596 -0.017301304723051462 -9.116297461263889e-05 -0.0060969464768422773 -0.016194217910524455 -0.01180853741908712 -0.00018095864237716369 -0.013756376486271619 4.8231943519863719e-05 8.1987203968590335e-05 0.00080758857308319411
leaf_weight=556455 2420 59 20 20 1118 299 25 20 20 39 2242 1615 152 21 431 105 136 206 1733 33 20603 20 24 21 799 24 11637 338 60
leaf_count=556455 2420 59 20 20 1118 299 25 20 20 39 2242 1615 152 21 431 105 136 206 1733 33 20603 20 24 21 799 24 11637 338 60
internal_value=2.37184e-06 -0.000413304 -0.00460292 -0.000270919 -0.00115771 -7.47179e-05 1.44614e-05 0.000370486 0.00485135 0.192815 -4.0525e-05 -9.50117e-05 0.00623452 -1.28001e-06 0.0024848 -0.00356546 -3.38093e-06 -6.42507e-07 -0.00081899 -0.0186888 -0.000144012 -0.000281723 -0.0206668 9.25601e-06 -0.000478738 -0.0158087 4.35835e-05 0.000114847 0.000191374
internal_weight=600695 16977 558 16419 3942 2719 583718 24716 2326 59 2267 22390 172 559002 472 1223 558530 556661 1869 140 22218 451 83 12477 820 57 11657 418 398
internal_count=600695 16977 558 16419 3942 2719 583718 24716 2326 59 2267 22390 172 559002 472 1223 558530 556661 1869 140 22218 451 83 12477 820 57 11657 418 398

Tree=64
num_cat=0
split_feature=4 4 7 49 16 16 7 49 21 51 25 5 7 49 25 20 19 17 19 16 23 16 31 5 5 31 20 49
split_gain=0.852562 11.1403 161.392 1576.67 1.50744 0.900359 0.672054 2.35339 1.94738 0.685333 0.507281 0.448252 1.19167 0.721775 0.305394 0.2915 21.4262 0.202412 0.196546 0.703212 0.293099 0.164243 0.114247 0.0897686 0.0697189 0.182317 0.0357436 0.0306379
threshold=0.074781253933906569 0.066476602107286467 -0.015038088895380495 1.213452994823456 0.018398451618850235 -0.036293229088187211 0.02491004299372435 2.1199098825454716 0.68607407808303844 -0.042624477297067635 -0.46131986379623408 2.1832678318023686 0.023633771575987342 2.1199098825454716 -0.47258038818836207 0.29659919440746313 0.018366006202995781 0.36435922980308538 0.004761686548590661 0.90565890073776256 -0.021760465577244755 0.45985263586044317 1.3351673483848574 1.8456857800483706 0.14916571229696277 0.73060604929924022 0.29659919440746313 4.3860521316528329
left_child=1 11 3 17 5 -4 7 9 14 -2 -11 15 13 -13 -9 21 -17 -3 19 20 -8 -1 -6 -10 25 -20 -26 -14
right_child=6 2 4 -5 22 -7 18 8 23 10 -12 12 27 -15 -16 16 -18 -19 24 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=2.2814629626164742e-06 -0.0086985495712264983 -0.00084915408457876052 -0.003574073507543653 0.56107405037479474 -0.00011144171575707106 -0.020426345982788398 -0.0040370301036926001 -0.0067891514917917464 -0.014531066585933009 -0.0016449619436064843 -0.0002010833611749045 -0.00096071178267638805 3.2881293651732886e-05 -0.003643432812014331 -0.002554831807526383 0.061004291027784346 -0.00017359938711018823 -0.0063466744508658499 -0.00043213842349884259 -0.0099291569477063593 -0.00038873040385229476 -0.00042617820063523183 -0.0013672060125346479 -0.019611780813762119 2.7749928683627691e-05 -0.0050492269997758901 -0.00042341982987605217 -0.00084645526179428999
leaf_weight=574361 38 143 25 20 1836 21 85 91 31 1217 3126 976 3941 573 188 21 1107 29 326 30 1177 3239 304 21 6891 34 696 148
leaf_count=574361 38 143 25 20 1836 21 85 91 31 1217 3126 976 3941 573 188 21 1107 29 326 30 1177 3239 304 21 6891 34 696 148
internal_value=2.22953e-06 1.32517e-05 0.00411163 0.0568542 -0.000520834 -0.0112675 -0.000461334 -0.00104446 -0.00592275 -0.000675885 -0.000605689 -3.42615e-06 -0.000535834 -0.00195309 -0.00393592 1.7606e-06 0.000965351 -0.00177606 -0.000163934 -0.000850277 -0.000634456 -1.21205e-07 -0.000289831 -0.0165829 -5.23501e-05 -0.000868197 -1.36385e-05 1.054e-06
internal_weight=600695 586744 2378 192 2186 46 13951 4712 331 4381 4343 584366 5638 1549 279 578728 1128 172 9239 1292 1262 577600 2140 52 7947 360 7587 4089
internal_count=600695 586744 2378 192 2186 46 13951 4712 331 4381 4343 584366 5638 1549 279 578728 1128 172 9239 1292 1262 577600 2140 52 7947 360 7587 4089

Tree=65
num_cat=0
split_feature=4 4 7 9 7 6 49 16 7 49 21 51 25 5 7 24 5 20 19 29 13 25 16 26 17 17 5 20 21
split_gain=0.753324 9.84357 142.69 1105.54 11.7635 37.0795 2.3396 1.33197 0.593827 2.07946 1.7207 0.605561 0.448233 0.396075 1.05296 1.09999 0.270158 0.257569 18.9322 0.181583 0.520274 0.75932 0.145125 0.13731 0.0910422 1.32876 0.0793196 0.0568119 0.0273307
threshold=0.074781253933906569 0.066476602107286467 -0.016295056790113446 -0.00085678591858595599 -0.015038088895380495 0.4404395073652268 0.87353160977363598 0.018398451618850235 0.02491004299372435 2.1199098825454716 0.68607407808303844 -0.042624477297067635 -0.46131986379623408 2.1832678318023686 0.023633771575987342 1.6424518823623659 1.6757135391235354 0.29659919440746313 0.018366006202995781 0.097680713981390013 0.5344754457473756 -0.32064299285411829 0.45985263586044317 0.14102975279092791 1.003887474536896 1.0443139076232912 1.8456857800483706 0.29659919440746313 0.93284386396408092
left_child=1 13 3 -3 5 -4 -5 -6 9 11 16 -2 -13 17 15 -15 -11 22 -19 20 23 -22 -1 -10 27 -26 -12 -21 -16
right_child=8 2 4 6 7 -7 -8 -9 19 10 26 12 -14 14 28 -17 -18 18 -20 24 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=2.1445749737086768e-06 -0.0081766367404672666 0.475651635717455 -0.012432261801600801 -0.0015335573367529403 -0.010591452136261226 0.092354731315048399 -0.021846197369741274 -0.00027244082362295411 -0.00016174805483693994 -0.0021130684224125516 -0.013659202374758258 -0.0015462642339113138 -0.0001890183618571216 -0.003322121897705625 2.161093587406089e-05 -0.00011579094896625067 -0.0058967249238123303 0.057344032483441484 -0.00016318342133884528 3.163736033191291e-05 -0.015708081319578921 -0.0023628537114233372 -0.0004006075111178305 -0.0033684401227301861 -0.012671287687517178 -0.00018711604947391596 -0.018435074005808148 -0.00054010345150531144 -0.00116593702633957
leaf_weight=574361 38 20 31 95 46 20 26 2140 517 162 31 1217 3126 831 4018 718 117 21 1107 7114 20 66 3239 53 32 751 21 686 71
leaf_count=574361 38 20 31 95 46 20 26 2140 517 162 31 1217 3126 831 4018 718 117 21 1107 7114 20 66 3239 53 32 751 21 686 71
internal_value=2.09575e-06 1.24566e-05 0.00386493 0.0624067 0.000174995 0.0286607 -0.00589826 -0.000489584 -0.000433654 -0.00098179 -0.00556739 -0.000635331 -0.000569347 -3.22058e-06 -0.000503684 -0.00183591 -0.00369976 1.65496e-06 0.00090743 -0.000154098 -0.00111625 -0.0054664 -1.13933e-07 -0.000459914 -8.05602e-05 -0.000697325 -0.0155879 -1.86465e-05 9.90758e-07
internal_weight=600695 586744 2378 141 2237 51 121 2186 13951 4712 331 4381 4343 584366 5638 1549 279 578728 1128 9239 656 86 577600 570 8583 783 52 7800 4089
internal_count=600695 586744 2378 141 2237 51 121 2186 13951 4712 331 4381 4343 584366 5638 1549 279 578728 1128 9239 656 86 577600 570 8583 783 52 7800 4089

Tree=66
num_cat=0
split_feature=4 4 7 31 7 55 7 16 7 49 51 2 51 25 49 7 23 46 20 18 25 19 16 23 46 49 9 9
split_gain=0.665637 8.69778 126.081 1068.12 10.3942 35.1444 2.76806 1.17693 0.524705 1.83741 0.535073 0.448105 0.488537 0.396059 0.234482 1.06106 1.24644 0.240666 0.226745 17.7123 0.167621 0.162738 0.674551 0.32621 0.126107 0.0549416 0.098829 0.0891797
threshold=0.074781253933906569 0.066476602107286467 -0.016295056790113446 1.2968184947967532 -0.015038088895380495 -0.35754074156284327 -0.017919823527336117 0.018398451618850235 0.02491004299372435 2.1199098825454716 -0.042624477297067635 0.022421970963478092 0.10047466680407525 -0.46131986379623408 2.1199098825454716 0.026265495456755165 -0.05013183876872062 0.051470598205924041 0.29659919440746313 -0.004913503071293234 -0.41730031371116633 0.0029871630249544982 0.90565890073776256 -0.021760465577244755 0.24645754694938662 1.0000000180025095e-35 0.0069457739591598519 -2.4066358804702754
left_child=1 14 3 6 5 -4 -3 -6 9 10 -2 20 -13 -12 18 16 -16 -17 24 -20 -11 22 23 -10 -1 26 -23 -27
right_child=8 2 4 -5 7 -7 -8 -9 21 11 13 12 -14 -15 15 17 -18 -19 19 -21 -22 25 -24 -25 -26 27 -28 -29
leaf_value=2.6236889231545963e-06 -0.0076860386451804317 -0.0040800418645798048 0.088950820778554762 0.4648516178447753 -0.0099559649242513364 -0.013065274794465832 -0.027208911714994389 -0.00025609436975681469 -0.0044837879917380228 -0.0055449559332802888 -0.0014534883819255838 -0.015171593747218139 -0.0059989738273887065 -0.00017767725832585111 -0.016051370691508055 6.521218019016483e-05 -0.0010325232739009915 -0.0063639407152939901 0.056814500883221625 -0.00015715185203274296 -0.0012530270998954381 -2.9317367794302861e-05 -0.010983777754818616 -0.00033685464913214494 -0.00068527985359640798 -0.00319755136025525 -0.0012076225180660503 2.7774625947206467e-05
leaf_weight=567250 38 98 20 20 46 31 23 2140 73 50 1217 24 162 3126 20 11266 3720 21 20 1108 95 740 23 1058 961 31 392 6922
leaf_count=567250 38 98 20 20 46 31 23 2140 73 50 1217 24 162 3126 20 11266 3720 21 20 1108 95 740 23 1058 961 31 392 6922
internal_value=1.97001e-06 1.17092e-05 0.00363304 0.0586623 0.000164496 0.026941 -0.00847644 -0.000460209 -0.000407634 -0.000922882 -0.000597212 -0.00523335 -0.00718254 -0.000535186 -3.02734e-06 -0.000236972 -0.00111284 5.32504e-05 3.14733e-06 0.000852984 -0.002733 -0.000144852 -0.000811383 -0.000604517 1.46026e-06 -4.97156e-05 -0.000437352 1.33945e-05
internal_weight=600695 586744 2378 141 2237 51 121 2186 13951 4712 4381 331 186 4343 584366 15027 3740 11287 569339 1128 145 9239 1154 1131 568211 8085 1132 6953
internal_count=600695 586744 2378 141 2237 51 121 2186 13951 4712 4381 331 186 4343 584366 15027 3740 11287 569339 1128 145 9239 1154 1131 568211 8085 1132 6953

Tree=67
num_cat=0
split_feature=4 4 7 6 7 26 31 16 7 49 21 19 7 25 25 49 21 8 7 20 19 29 1 25 16 2 17 17 55 31
split_gain=0.588157 7.68536 111.405 1044.78 9.18434 34.8885 4.74428 1.03994 0.46363 1.62353 1.48631 0.480179 1.81008 0.379434 0.257218 0.207188 1.3576 5.48578 0.487917 0.200352 15.9546 0.150436 0.49261 0.663605 0.112966 0.0942197 0.0808825 1.17335 0.0701779 0.0517684
threshold=0.074781253933906569 0.066476602107286467 -0.016295056790113446 -0.41218936443328852 -0.015038088895380495 0.21243107318878177 1.2451038360595705 0.018398451618850235 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.0041081306990236053 -0.013408305589109657 -0.46131986379623408 -0.47258038818836207 2.1199098825454716 0.68607407808303844 0.02900647092610598 0.02491004299372435 0.29659919440746313 0.018366006202995781 0.097680713981390013 0.028998604044318203 -0.48431174457073206 0.45985263586044317 0.044653452932834632 1.003887474536896 1.0443139076232912 0.56542423367500316 1.4183647632598879
left_child=1 15 3 -3 5 -4 -5 -6 9 11 14 12 -2 -13 -11 19 18 -18 -17 24 -21 22 25 -24 -1 -10 29 -28 -12 -23
right_child=8 2 4 6 7 -7 -8 -9 21 10 28 13 -14 -15 -16 16 17 -19 -20 20 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.3495956367546017e-06 -0.014777778827527071 0.44556610659928991 -0.01453583076776516 -0.0075290219970605794 -0.0093586071384260845 0.087108203049749131 -0.038361101726239376 -0.00024072871172687305 -8.6533007881150071e-05 -0.0058021119327008068 -0.01691046791417258 -0.0013142184856484911 -0.0010077743038241576 -3.2896842833281579e-05 -0.001916095427933466 -0.00074655914462287926 -0.018422873123372728 -3.3449902319406507e-05 6.10062648215688e-05 0.052610610212598524 -0.00018101804106478766 3.2367091376818605e-05 -0.013217584360577165 -0.0021807566473956456 -0.00036065799192492855 -0.004095595948271114 -0.011902564968477235 -0.00017111394868356942 -0.012418231666088103 -0.00056347820867562752
leaf_weight=565125 40 21 31 98 46 20 22 2140 518 91 21 1161 244 2936 188 3554 74 277 11122 21 1107 7234 25 91 3086 22 32 751 31 566
leaf_count=565125 40 21 31 98 46 20 22 2140 518 91 21 1161 244 2936 188 3554 74 277 11122 21 1107 7234 25 91 3086 22 32 751 31 566
internal_value=1.85181e-06 1.10066e-05 0.00341505 0.0551426 0.000154626 0.0253246 -0.0131816 -0.000432596 -0.000383176 -0.000867509 -0.00491934 -0.000561379 -0.00294721 -0.000395995 -0.00318358 -2.8457e-06 -0.000222754 -0.00391042 -0.000134557 2.95849e-06 0.000801805 -0.000136161 -0.00101191 -0.00455938 1.37264e-06 -0.000249865 -6.92268e-05 -0.00065056 -0.0142324 -1.08699e-05
internal_weight=600695 586744 2378 141 2237 51 120 2186 13951 4712 331 4381 284 4097 279 584366 15027 351 14676 569339 1128 9239 656 116 568211 540 8583 783 52 7800
internal_count=600695 586744 2378 141 2237 51 120 2186 13951 4712 331 4381 284 4097 279 584366 15027 351 14676 569339 1128 9239 656 116 568211 540 8583 783 52 7800

Tree=68
num_cat=0
split_feature=32 32 9 18 14 51 29 29 9 29 5 55 9 4 7 4 49 34 5 7 49 16 20 22 55
split_gain=0.808208 8.5741 133.626 1066.18 9.31991 3.62009 1.91835 1.28854 0.983075 0.875966 0.678033 0.519753 0.463902 0.386153 1.35573 3.12937 0.366105 0.30911 0.291882 0.855565 0.258114 0.257322 0.227609 0.223122 0.202694
threshold=0.54038965702056896 0.48480661213397985 -0.0025751048233360048 0.0043184084352105865 -0.31920579075813288 -0.047317719087004655 0.047562278807163245 0.37367811799049383 0.018978383392095569 0.097680713981390013 -0.29758813977241511 0.37559466063976293 0.012030282989144327 0.066476602107286467 -0.015038088895380495 0.074781253933906569 1.213452994823456 1.3476719260215761 2.0925335884094243 0.02491004299372435 1.0000000180025095e-35 0.022415847517549995 0.29659919440746313 0.79115962982177745 0.60280936956405651
left_child=1 13 3 -3 -4 6 11 -5 9 -7 24 -2 -6 18 15 -15 -11 -8 22 -20 -12 -16 -1 -13 -10
right_child=5 2 4 7 12 8 17 -9 10 16 20 23 -14 14 21 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=4.5684493566628652e-06 -0.013064129931852221 0.46627712607127614 0.039644666346014538 -0.017848087710910478 -0.0026288192166275624 -0.010753008333167859 -0.027231118306517602 -0.0013146259978618346 -0.0037625234670995273 -0.00076917490925212408 -0.0023537019324842896 0.0030608935760600229 -0.0001552178050505894 -0.013019698091533661 -0.0027383949475278595 -0.0006581221863190557 -0.0022000112118417789 -0.016682198256254194 -0.0014496789908615404 2.751438257026137e-05 -1.71946034502028e-05 -0.0001725304286442828 0.00090831157218868171 -0.0056854687431561095 -0.010611558825708925
leaf_weight=571149 20 20 21 20 320 35 20 112 70 2107 173 21 1856 101 145 273 927 20 1954 5084 10547 4751 1005 21 20
leaf_count=571149 20 20 21 20 320 35 20 112 70 2107 173 21 1856 101 145 273 927 20 1954 5084 10547 4751 1005 21 20
internal_value=5.77995e-07 1.13196e-05 0.00362902 0.0580351 -0.000135079 -0.000450271 -0.0117124 -0.0038197 -0.000367502 -0.00131522 -9.84412e-05 -0.0051032 -0.000518983 -3.2202e-06 -0.0005145 -0.00399641 -0.00120635 -0.0219567 1.43187e-06 -0.000382607 -5.49013e-05 -0.000248521 6.15589e-06 -0.00131229 -0.00528453
internal_weight=600792 586811 2349 152 2197 13981 102 132 13879 3069 10810 62 2176 584462 5270 374 3034 40 579192 7038 10720 4896 572154 42 90
internal_count=600792 586811 2349 152 2197 13981 102 132 13879 3069 10810 62 2176 584462 5270 374 3034 40 579192 7038 10720 4896 572154 42 90

Tree=69
num_cat=0
split_feature=15 15 16 9 9 18 19 19 9 7 23 9 25 49 4 7 4 9 8 29 16 29 46 35 9 49
split_gain=0.714132 7.57607 120.01 1309.42 2.38464 4.98627 1.5154 0.972753 4.57203 1.34418 1.00056 0.516039 0.955291 0.362778 0.341205 1.19792 2.76512 0.322481 0.301089 0.232012 0.22737 0.185185 0.176792 14.1164 0.15407 0.145309
threshold=0.54038965702056896 0.48480661213397985 0.019166823476552967 0.0073941692244261512 -0.0018452440272085366 0.0037438393337652092 0.0091067710891366022 0.0029871630249544982 0.00088458511163480591 -0.01220609527081251 -0.01817754469811916 0.018978383392095569 -0.55318480730056752 1.0000000180025095e-35 0.066476602107286467 -0.015038088895380495 0.074781253933906569 -0.00085678591858595599 0.023463943041861061 0.30149172246456152 0.022415847517549995 0.12745191901922229 0.24645754694938662 1.0885237455368044 0.0015320101520046594 2.1199098825454716
left_child=1 14 3 -3 5 -4 -5 8 -2 -10 -11 12 17 18 22 16 -16 -9 -13 -14 -17 -15 25 -24 -6 -1
right_child=7 2 4 6 24 -7 -8 11 9 10 -12 13 19 21 15 20 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=4.9810335349681232e-06 -0.029586359641768714 0.50846978756482708 -0.035863512631505723 -0.018053561392414846 -0.0030104028708908864 -0.0038362340515512702 -0.00057109598001590207 -0.0048105434952033519 -0.017052502130856736 -0.014433544473722576 -0.00078316003957285061 -0.0069719014408664128 -0.0021400387599511553 -0.0021044196697951093 -0.012238516302129236 -0.0025740912484199159 -0.00061863487379773833 -0.0020677387799295285 -0.0013458554823917628 -0.00014829236234474319 -0.00016217860071832905 -3.4174033879116331e-05 -0.00066730146433003213 0.039958432257408277 -0.00012453608113084449 -0.00018437635981577644
leaf_weight=563368 22 20 20 20 69 140 166 210 20 20 578 46 236 158 101 145 273 582 134 1952 4751 10023 815 32 1914 14977
leaf_count=563368 22 20 20 20 69 140 166 210 20 20 578 46 236 158 101 145 273 582 134 1952 4751 10023 815 32 1914 14977
internal_value=5.43316e-07 1.06405e-05 0.00341128 0.047153 -0.000793478 -0.00783964 -0.00245093 -0.000423254 -0.00270826 -0.00175144 -0.00123969 -0.000313637 -0.00100945 -0.00011351 -3.02699e-06 -0.00048363 -0.00375662 -0.002795 -0.00278362 -0.000363124 -0.00023361 -6.63024e-05 1.34596e-06 0.000867555 -0.000224952 7.73762e-08
internal_weight=600792 586811 2349 206 2143 160 186 13981 640 618 598 13341 2980 10361 584462 5270 374 792 180 2188 4896 10181 579192 847 1983 578345
internal_count=600792 586811 2349 206 2143 160 186 13981 640 618 598 13341 2980 10361 584462 5270 374 792 180 2188 4896 10181 579192 847 1983 578345

Tree=70
num_cat=0
split_feature=15 15 9 7 13 18 51 19 9 9 19 25 55 16 35 13 7 46 35 18 22 20 26 15
split_gain=0.631007 6.69422 120.206 1065.92 8.21593 3.85517 3.17614 1.78545 1.35246 0.808474 3.44497 0.782695 0.495901 0.469985 0.373234 0.241358 0.202382 0.157792 12.4733 2.53485 0.156368 0.0974875 0.380605 0.0632518
threshold=0.54038965702056896 0.48480661213397985 -0.0025751048233360048 -0.004249763907864689 -1.1402071118354795 0.0048911627382040032 -0.047317719087004655 0.0013983871904201808 0.0025524349184706811 0.003262704587541521 0.0041081306990236053 -0.56538313627243031 0.37559466063976293 -0.8514614701271056 1.3639329075813296 -0.53799808025360096 0.02491004299372435 0.24645754694938662 1.0885237455368044 -0.0080146137624979002 0.76980724930763256 0.14421670883893969 -1.8247658610343931 0.21463548392057422
left_child=1 17 3 -3 -4 -5 7 12 -6 10 -8 -12 -2 15 -9 -11 -15 21 19 -19 -14 23 -23 -1
right_child=6 2 4 5 8 -7 9 14 -10 13 11 -13 20 16 -16 -17 -18 18 -20 -21 -22 22 -24 -25
leaf_value=2.9670717822284027e-06 -0.012184484532102942 0.46299960178253241 0.037917127910186532 -0.03130356246046722 -0.0071979127854362801 -0.0027055456137791874 -0.021519601044635621 -0.026216278118746619 -0.00037017803676225847 -0.0089393600239418454 -0.003792531193459603 -0.00036720786110519934 0.0031364956833422183 -0.00043772385536932398 -0.014763548333197832 -0.0024201612356220085 5.8972296035901797e-05 -0.021724079936742784 0.037560928899329153 -9.6525855616318778e-05 -0.0042764861668859212 -0.0036745669539137134 -0.00018462709765653095 -8.6250980404348508e-05
leaf_weight=548149 20 20 20 20 110 112 31 21 2067 24 326 912 20 4818 20 138 7630 20 32 795 21 115 5169 30182
leaf_count=548149 20 20 20 20 110 112 31 21 2067 24 326 912 20 4818 20 138 7630 20 32 795 21 115 5169 30182
internal_value=5.10717e-07 1.0002e-05 0.0032066 0.0548086 -0.000363489 -0.00703858 -0.000397859 -0.0109469 -0.000715172 -0.000320332 -0.00176388 -0.00126919 -0.00443879 -0.000175061 -0.0206296 -0.00338597 -0.000133274 -2.84537e-06 0.000815502 -0.000627263 -0.000660397 -4.03304e-06 -0.000260582 -1.68905e-06
internal_weight=600792 586811 2349 152 2197 132 13981 102 2177 13879 1269 1238 61 12610 41 162 12448 584462 847 815 41 583615 5284 578331
internal_count=600792 586811 2349 152 2197 132 13981 102 2177 13879 1269 1238 61 12610 41 162 12448 584462 847 815 41 583615 5284 578331

Tree=71
num_cat=0
split_feature=0 31 17 26 31 4 16 4 16 29 32 49 8 9 46 18 25 45 2 5 9 32 5 47 49 18
split_gain=0.579673 22.3622 1140.6 11.8819 19.7248 1.05846 2.54903 0.740093 0.997361 1.82347 1.93789 0.460239 1.47855 0.409388 0.318797 2.74648 0.781401 0.335134 2.69969 0.248723 0.227764 0.169728 0.412264 0.135433 0.133566 0.0420309
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -1.8247658610343931 -0.029802985489368435 0.066476602107286467 0.45985263586044317 0.054184773936867721 0.046949710696935661 0.12745191901922229 0.44384375214576727 2.1199098825454716 0.024757893756031994 0.0052383001893758782 0.24645754694938662 1.0000000180025095e-35 0.59146741032600414 -0.093145374208688722 0.01979150623083115 2.1832678318023686 0.00088458511163480591 0.48480661213397985 -0.29758813977241511 -1.2433525025844572 -1.3926106095314024 0.15575260668992999
left_child=1 3 5 4 -1 25 -7 14 9 10 -9 20 -13 -11 17 16 -16 18 -2 -19 -10 24 -23 -17 -5 -3
right_child=7 2 -4 21 -6 6 -8 8 11 13 -12 12 -14 -15 15 23 -18 19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0005444731830357341 0.00026506075449477993 -7.7997640911276354e-05 0.44656426813919098 0.00036777827467028584 0.07541272691256018 -0.02137615328049287 -0.00096919786308454468 -0.0056038191190018547 -0.00060341792566265858 -0.003963314050945476 -0.027169871807098386 -0.004155853826292237 -0.00031956869389393759 -0.00077406491409511783 -0.023961166150867939 -0.0035724428329267539 -0.0086503770023700789 5.3572355761998642e-07 0.011421123016443305 -0.00041509005801496356 -3.1634898799779262e-05 -0.0069740670440452445 -0.00041623798079754471 -0.00020239427676307405 -3.3327343089525019e-05 -0.0026831631542628873
leaf_weight=32 1320 727 21 3283 20 30 83 60 3288 188 20 453 1794 632 20 45 30 536057 83 5234 10572 35 2470 933 33339 23
leaf_count=32 1320 727 21 3283 20 30 83 60 3288 188 20 453 1794 632 20 45 30 536057 83 5234 10572 35 2470 933 33339 23
internal_value=4.80074e-07 0.000220968 0.00965804 8.03867e-06 0.0286698 -0.000973517 -0.00638697 -1.52734e-05 -0.000405029 -0.00234882 -0.0109953 -0.000296417 -0.00109297 -0.00150526 -3.08227e-06 -0.00105869 -0.0147747 -1.08269e-06 0.000925042 -3.48316e-06 -0.000167279 -3.0053e-05 -0.000507864 -0.000357458 2.63e-06 -0.000157889
internal_weight=600792 40063 884 39179 52 863 113 560729 17007 900 80 16107 2247 820 543722 1028 50 542694 1403 541291 13860 39127 2505 978 36622 750
internal_count=600792 40063 884 39179 52 863 113 560729 17007 900 80 16107 2247 820 543722 1028 50 542694 1403 541291 13860 39127 2505 978 36622 750

Tree=72
num_cat=0
split_feature=3 15 29 31 49 7 21 7 10 10 51 5 7 49 25 7 16 14 17 48 16 26 20 34 7 14 18 25 17 20
split_gain=0.563003 10.5679 247.609 958.363 0.63676 1.81763 1.49845 0.431625 0.841219 0.325661 1.19221 0.25323 0.770789 1.74772 0.250093 0.347704 0.66075 0.266236 6.834 0.238007 0.204713 0.203952 0.190833 25.7153 0.176345 0.134988 0.0843871 0.0686407 0.0656065 0.0210413
threshold=0.032744619995355613 0.48480661213397985 0.19344079494476321 1.2968184947967532 2.1199098825454716 0.030422003939747814 0.80182349681854259 -0.0056757091078907243 1.0000000180025095e-35 1.0000000180025095e-35 0.15706272423267367 1.8976381421089175 0.02491004299372435 2.1199098825454716 -0.36223796010017389 0.02491004299372435 0.45985263586044317 -0.36017912626266474 -0.79618304967880238 -1.8403685092926023 0.055872295051813133 -1.741030156612396 0.29659919440746313 0.70273354649543773 0.031851399689912803 0.44294348359107977 0.0074095760937780151 -0.33063559234142298 -0.80357012152671803 0.0077407250646501788
left_child=1 11 3 24 14 6 19 8 -4 10 -7 22 13 -13 15 16 -2 18 -16 -6 -19 -17 25 -24 -3 -1 -9 -8 -11 -14
right_child=4 2 7 -5 5 9 27 26 -10 28 -12 12 29 -15 17 21 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3188804324024873e-06 -0.00048414306496934851 -0.0071296130006667227 -0.013118767107112539 0.46785640567884546 -0.009374602473664867 -0.013033719259017909 -0.01702399742603302 -0.0014199984394381421 -0.0020239335525663663 -0.0024519515755104006 -9.6134650768995601e-05 -0.00012832168128034955 3.2608223274309343e-05 -0.0031576492203933058 0.033966296173378145 -0.0038512501395902288 -0.0024776142588211589 -0.00052240525887509853 -0.00040014742428633345 -0.0030548495903894375 -1.7324361362682648e-05 1.1099477411182556e-05 -0.0005008771836066679 0.068195933498558584 -0.00048205516735365828 0.00032048404159389798 -0.00019751727368373003 -0.012594193071126938 8.1373900276331411e-05 -0.00071164267260657467
leaf_weight=553690 2791 20 27 20 23 33 20 262 277 38 115 2205 8458 995 22 50 762 3555 392 319 15417 3148 1023 20 51 4812 907 34 1167 139
leaf_count=553690 2791 20 27 20 23 33 20 262 277 38 115 2205 8458 995 22 50 762 3555 392 319 15417 3148 1023 20 51 4812 907 34 1167 139
internal_value=4.5127e-07 1.32656e-05 0.00493857 0.100988 -0.000262814 -0.00137117 -0.00494645 -0.000995264 -0.00300933 -0.000324744 -0.00298087 -2.1701e-07 -0.000275318 -0.00107025 -0.000188646 -0.000503156 -0.000911676 -7.9121e-05 0.00142609 -0.00347986 -0.000111967 -4.92875e-05 5.583e-06 0.000816415 -0.00235461 4.06878e-06 -0.000471504 -0.0142349 1.4848e-06 2.05749e-05
internal_weight=600792 572906 1564 91 27886 1749 396 1473 304 1353 148 571342 11797 3200 26137 6751 3553 19386 414 342 18972 3198 559545 1043 71 558502 1169 54 1205 8597
internal_count=600792 572906 1564 91 27886 1749 396 1473 304 1353 148 571342 11797 3200 26137 6751 3553 19386 414 342 18972 3198 559545 1043 71 558502 1169 54 1205 8597

Tree=73
num_cat=0
split_feature=0 31 17 6 34 4 16 16 7 25 51 20 18 20 16 7 4 4 7 19 49 51 14 31 18 11
split_gain=0.483456 20.8051 1052.2 1.20315 29.5477 0.832366 1.93617 0.328461 0.675076 1.79766 0.462881 0.40162 3.19937 0.371927 0.324324 27.0931 0.466125 0.170924 1.25613 0.148762 0.121615 0.121261 0.618012 0.0805038 0.0325425 0.022939
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -0.16738262772560117 0.5952628254890443 0.066476602107286467 0.45985263586044317 0.45985263586044317 0.02491004299372435 -0.47258038818836207 -0.042624477297067635 0.29659919440746313 -0.0040712922345846883 0.29659919440746313 0.41388021409511572 -0.015038088895380495 0.066476602107286467 0.066476602107286467 -0.015038088895380495 0.05096684210002423 -1.3926106095314024 -0.042624477297067635 0.47798374295234686 -1.6673446893692014 0.15575260668992999 0.0942092500627041
left_child=1 3 5 17 25 24 -7 11 9 13 -11 14 -13 -9 16 -16 -2 20 -19 -14 -1 22 -10 -23 -3 -5
right_child=7 2 -4 4 -6 6 -8 8 21 10 -12 12 19 -15 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.00035935197784931242 -1.9277622592275677e-06 -5.3067172045586753e-05 0.43953620007634159 9.7012990604641405e-05 0.074381575675215569 -0.018441011050055103 -0.00086761442574648554 -0.0037257596119867255 -4.2068406388883744e-05 -0.0080199460685253139 -0.00011671220645062026 -0.023463529643157253 -0.0057861184123903509 0.0027738936617970463 0.053861686598769776 -0.00016019216270943225 -0.00068233405934606424 -0.0056704581519913021 -0.00018619393211202995 -0.0005296990132382007 -3.2579435575311951e-05 -0.0021235519013689122 -0.0066745755583979185 3.0366542992077876e-05 -0.002397087567739866 -0.001976716259960085
leaf_weight=3127 543591 692 20 482 20 31 83 801 322 27 2241 23 20 33 34 1963 3649 158 3105 628 32193 63 60 7403 22 20
leaf_count=3127 543591 692 20 482 20 31 83 801 322 27 2241 23 20 33 34 1963 3649 158 3105 628 32193 63 60 7403 22 20
internal_value=2.41408e-06 0.000204071 0.00950187 2.44615e-06 0.00286371 -0.000885437 -0.00564635 -1.1951e-05 -0.000337341 -0.00108668 -0.000210798 -5.47173e-06 -0.00147248 -0.00346858 -3.67949e-06 0.000759559 -6.46472e-06 -3.62647e-05 -0.000451751 -0.000691934 2.11959e-06 -4.11571e-05 -0.00108382 1.21912e-05 -0.000125292 1.43943e-05
internal_weight=600811 39953 848 39105 522 828 114 560858 10950 3102 2268 549908 671 834 549237 1997 547240 38583 3263 648 35320 7848 382 7466 714 502
internal_count=600811 39953 848 39105 522 828 114 560858 10950 3102 2268 549908 671 834 549237 1997 547240 38583 3263 648 35320 7848 382 7466 714 502

Tree=74
num_cat=0
split_feature=23 31 23 26 5 3 17 5 8 49 21 20 18 12 24 5 21 15 5 4 8 31 18 4 3 8
split_gain=0.431619 16.297 642.129 5.27492 24.0552 0.558811 0.362089 0.317452 0.565291 1.50868 1.03433 0.219136 2.93818 0.221094 0.200946 0.188559 21.3384 0.407604 0.160382 0.150204 0.447744 0.124627 0.055338 0.0275821 0.116755 0.00834917
threshold=-0.024370512925088402 1.3952204585075381 -0.025395662523806092 -1.8247658610343931 -0.44625289738178248 0.0068933591246604928 1.0443139076232912 1.9541158676147463 0.024757893756031994 2.1199098825454716 0.80182349681854259 0.29659919440746313 -0.0040712922345846883 1.5528712272644045 1.6424518823623659 1.8976381421089175 1.1624502539634707 0.48480661213397985 1.7585410475730898 0.066476602107286467 -0.015207099262624977 -1.4407322406768797 0.15575260668992999 0.066476602107286467 0.046135405078530319 0.030429397709667686
left_child=1 3 5 4 -1 22 -7 11 9 14 -11 15 -13 -14 -9 17 -17 -2 -6 21 -21 -5 -3 25 -25 -10
right_child=7 2 -4 19 18 6 -8 8 23 10 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.072370456258999169 2.3254734896940739e-06 1.6188586661002219e-05 0.25661151265307125 0.00028270945818734567 -0.0011656319697362343 -0.0021947503591395467 -0.0075186727332847017 -0.00065094873526217074 -0.00025706315710947346 -0.0024920570683228433 -0.013978385200788234 -0.022055717596541281 -0.0056658107935384444 -0.00026857567307546928 0.00027030253577281954 -0.00024432401213679903 0.042915187749645804 -0.00038237992535505123 -0.0075459241000530508 -0.0025739120838384993 -0.00019476966402567377 -4.7149968192246535e-05 -0.0031117984366054378 -0.0011168901764661038 2.9119784661396574e-05 3.5562657045376632e-05
leaf_weight=20 532294 669 36 4731 37 310 54 1869 369 1053 29 23 28 1131 1567 2277 42 10103 23 318 2725 32108 21 419 1355 7200
leaf_count=20 532294 669 36 4731 37 310 54 1869 369 1053 29 23 28 1131 1567 2277 42 10103 23 318 2725 32108 21 419 1355 7200
internal_value=2.26924e-06 0.000190056 0.00742855 -7.38e-06 0.0153841 -0.00108245 -0.00298456 -1.15028e-05 -0.000295065 -0.000846075 -0.00279992 -4.30286e-06 -0.000820375 -0.000398966 -0.000230809 -2.53203e-06 0.000537349 -4.84027e-06 -0.00361141 -3.8254e-05 -0.000443395 -4.78821e-06 -7.9011e-05 -2.86123e-05 -0.000241556 2.12967e-05
internal_weight=600811 41052 1090 39962 80 1054 364 559759 13861 4518 1082 545898 1182 1159 3436 544716 2319 542397 60 39882 3043 36839 690 9343 1774 7569
internal_count=600811 41052 1090 39962 80 1054 364 559759 13861 4518 1082 545898 1182 1159 3436 544716 2319 542397 60 39882 3043 36839 690 9343 1774 7569

Tree=75
num_cat=0
split_feature=14 9 19 12 6 3 3 32 16 4 16 4 19 19 46 18 3 16 51 32 19 52 17 9 5 46 1
split_gain=0.400671 9.76652 316.395 1321.29 13.7596 1.90988 14.9175 1.18907 2.52262 0.447887 1.20015 2.82947 1.36491 0.659167 0.405666 12.8732 0.587038 7.88515 0.389541 2.5511 0.363983 0.240065 0.234783 0.183317 0.155362 0.148898 0.0502937
threshold=0.41081577539443975 -0.00085678591858595599 0.0029871630249544982 0.34601511061191564 0.36366368830204016 -0.041278971359133713 -0.045940171927213662 0.48480661213397985 0.45985263586044317 0.066476602107286467 0.024100008420646194 0.074781253933906569 0.0041081306990236053 0.0019162526587024333 0.24645754694938662 -0.0067873813677579156 0.093698535114526763 -0.8514614701271056 -0.042624477297067635 0.54038965702056896 -0.017779434099793431 0.78017985820770275 0.64782613515853893 0.018978383392095569 1.8976381421089175 -0.25675624608993525 0.0019724373705685143
left_child=9 2 3 4 -2 6 26 25 -9 14 11 12 -11 -13 16 -16 24 -18 19 -7 -12 -17 -22 -20 -1 -4 -3
right_child=1 5 7 -5 -6 18 -8 8 -10 10 20 13 -14 -15 15 21 17 -19 23 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-2.8664469444789457e-07 0.051885694455471823 -0.0034177861455827949 -0.0041196853331556269 0.54423258482886006 -0.0041249104214832188 -0.00046747698320561131 0.054858871207790795 -0.014450838135274931 -0.0019601184999565291 -0.026165587345138189 -0.0076416023867204776 -0.009704045151071301 -0.0087445853718501679 -0.00031036593593229109 0.043651706206798556 1.0480298674816009e-06 0.038047371538622039 -0.00070740323334388122 -0.0004661684586762247 -0.010112451334350875 -0.00011083793095392071 -0.0038298341564534763 -0.0012019181178648801 -2.6550525863773484e-05 -0.00022250496913998964 -0.00016547301652044944 -0.00015991848575704979
leaf_weight=555582 20 20 35 20 75 1652 20 66 493 20 24 29 85 370 25 371 21 189 4268 105 6016 70 805 17080 11562 1672 116
leaf_count=555582 20 20 35 20 75 1652 20 66 493 20 24 29 85 370 25 371 21 189 4268 105 6016 70 805 17080 11562 1672 116
internal_value=2.13308e-06 0.000234192 0.00389418 0.100983 0.0076668 -0.000140445 0.0064761 -0.00103308 -0.00343487 -8.21248e-06 -0.000473615 -0.00329931 -0.0120629 -0.000993115 -2.18902e-06 0.00176737 -3.64246e-06 0.00316807 -0.000185119 -0.00104387 -0.000265558 -0.000607029 -0.000239605 -0.000114441 -4.81687e-06 -0.000246549 -0.000639017
internal_weight=600811 25642 2381 115 95 23261 156 2266 559 575169 7349 504 105 399 567820 466 567354 210 23105 1757 6845 441 6821 21348 567144 1707 136
internal_count=600811 25642 2381 115 95 23261 156 2266 559 575169 7349 504 105 399 567820 466 567354 210 23105 1757 6845 441 6821 21348 567144 1707 136

Tree=76
num_cat=0
split_feature=0 31 17 26 50 4 4 0 5 8 49 21 24 46 18 18 13 14 9 15 5 9 49 55 4
split_gain=0.397919 16.6147 917.859 6.93244 21.162 0.578738 0.696771 0.437641 0.262829 0.475062 1.34783 0.835895 0.198346 0.150124 2.21886 0.24159 0.154938 0.33075 0.205569 0.125004 0.209852 0.110763 0.0861682 0.0655245 0.0275931
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -1.8247658610343931 -0.1206638105213642 0.066476602107286467 0.10157812014222146 -0.026700210757553574 1.9541158676147463 0.02096668723970652 2.1199098825454716 0.80182349681854259 1.6424518823623659 0.24645754694938662 -0.0067873813677579156 1.0000000180025095e-35 0.63783496618270885 0.44294348359107977 0.0088038593530654925 0.16875569522380832 -0.31755499541759485 -0.3861210942268371 -1.3926106095314024 0.50885540246963512 0.066476602107286467
left_child=1 3 5 4 23 7 -7 -3 13 10 12 -12 -10 16 -15 -16 17 -2 -18 22 -21 -11 -5 -1 -23
right_child=8 2 -4 19 -6 6 -8 -9 9 21 11 -13 -14 14 15 -17 18 -19 -20 20 -22 24 -24 -25 -26
leaf_value=-0.0066046226700127589 -2.6504552229208975e-06 -0.00013636261533489009 0.41013792318105696 0.00030790529652521164 0.069138368668832939 -0.01268648019642569 -0.002247291462458301 -0.0056171012032236352 -0.00064119299864587548 -0.0034546834495824226 -0.0024488243049222806 -0.013351013797980088 0.00029763392326749886 -0.016489030014603369 -0.0061167160106822844 -0.00016780486967121923 -0.00048727014231400443 0.00045027851669488401 -1.5030133806462125e-05 -0.002881873759991405 -0.00023572714809451408 2.4320662260695306e-05 -1.5244900703197529e-05 -0.0019545609108172356 -0.00023713406570984266
leaf_weight=20 525647 657 20 3297 21 32 82 57 1756 34 965 26 1504 31 25 1448 5464 5869 8451 110 5629 7855 30004 24 1783
leaf_count=20 525647 657 20 3297 21 32 82 57 1756 34 965 26 1504 31 25 1448 5464 5869 8451 110 5629 7855 30004 24 1783
internal_value=2.0051e-06 0.000184955 0.00849381 4.77549e-06 0.0195831 -0.00120774 -0.00517759 -0.000573901 -1.10274e-05 -0.00026846 -0.000797115 -0.00273486 -0.000208065 -4.4741e-06 -0.000603098 -0.000268771 -2.82342e-06 2.35079e-06 -0.000200465 -2.78217e-05 -0.000286446 -3.61074e-05 1.67489e-05 -0.00406823 -2.40476e-05
internal_weight=600811 39953 848 39105 65 828 114 714 560858 13923 4251 991 3260 546935 1504 1473 545431 531516 13915 39040 5739 9672 33301 44 9638
internal_count=600811 39953 848 39105 65 828 114 714 560858 13923 4251 991 3260 546935 1504 1473 545431 531516 13915 39040 5739 9672 33301 44 9638

Tree=77
num_cat=0
split_feature=16 4 31 9 28 20 9 7 7 25 51 19 20 19 5 7 24 14 46 9 26 25 9 51 23 17 27
split_gain=0.397121 2.50778 28.8911 615.568 2.75262 2.40829 43.1483 1.42134 0.723286 1.86507 0.475895 0.403748 0.339269 0.278887 0.142537 0.540607 0.955038 0.117896 0.319866 0.291169 0.113326 0.369782 0.15158 0.130277 0.468496 0.0706074 0.0134209
threshold=0.45985263586044317 0.066476602107286467 1.3952204585075381 -0.0025751048233360048 -0.0049122693017125121 0.0017586908652447166 -0.00029073902987875039 -0.015038088895380495 0.027626098133623603 -0.47258038818836207 -0.042624477297067635 0.0019162526587024333 0.29659919440746313 0.0029871630249544982 2.1832678318023686 0.02491004299372435 1.6424518823623659 0.52166172862052929 0.24645754694938662 0.0025524349184706811 -1.685336112976074 -1.504403233528137 -1.4811372160911558 -0.03797421604394912 0.022985869087278846 1.2765947580337527 -0.070552408695220933
left_child=1 14 5 -4 -5 6 -3 -7 9 12 -11 -12 13 -2 17 16 -16 18 -1 -19 21 -10 -23 24 -22 -25 -17
right_child=8 2 3 4 -6 7 -8 -9 20 10 11 -13 -14 -15 15 26 -18 19 -20 -21 23 22 -24 25 -26 -27 -28
leaf_value=2.0456743743149554e-06 -0.007734206816530787 0.090196811062283819 0.25422095602242434 -0.016143100062314338 -0.000789639675918279 -0.0029360604478517113 -0.0010804460127251164 -4.8370666187097809e-05 -0.0089848454988095908 -0.00704496808614446 -0.0032340102313715524 5.8657333685923969e-05 0.0025046970459975692 -0.0030562011959640888 -0.0026472984528651527 -0.0013755239022524934 0.00029553210593863426 -0.001089878005289234 0.0015068216801091604 -8.2170016630311001e-05 -0.00026422424971076126 -0.0056919670081115332 -0.00032259373244036002 9.8551744868562838e-05 -0.0063677635809066347 -0.00052961628706785539 7.8066012188127021e-05
leaf_weight=566161 48 20 36 46 488 720 275 4153 20 36 141 2726 38 1038 830 23 761 1190 509 7786 350 20 353 8353 52 698 3940
leaf_count=566161 48 20 36 46 488 720 275 4153 20 36 141 2726 38 1038 830 23 761 1190 509 7786 350 20 353 8353 52 698 3940
internal_value=1.88479e-06 9.3843e-06 0.00125758 0.0140772 -0.00211222 -0.000156353 0.00510784 -0.000475035 -0.000315404 -0.000992827 -0.000189361 -0.000103277 -0.00306797 -0.00326296 -2.93873e-06 -0.00030544 -0.0012397 -2.01118e-08 3.39731e-06 -0.000215768 -3.83388e-05 -0.00103667 -0.000610496 3.16602e-06 -0.00105374 5.01083e-05 6.96298e-05
internal_weight=600811 586938 5738 570 534 5168 295 4873 13873 4027 2903 2867 1124 1086 581200 5554 1591 575646 566670 8976 9846 393 373 9453 402 9051 3963
internal_count=600811 586938 5738 570 534 5168 295 4873 13873 4027 2903 2867 1124 1086 581200 5554 1591 575646 566670 8976 9846 393 373 9453 402 9051 3963

Column_49=138
Column_7=121
Column_51=110
Column_5=101
Column_15=96
Column_16=90
Column_21=79
Column_17=66
Column_19=64
Column_9=61
Column_23=57
Column_4=56
Column_25=55
Column_24=54
Column_20=52
Column_31=52
Column_33=52
Column_45=52
Column_46=52
Column_14=50
Column_18=48
Column_55=47
Column_8=43
Column_26=43
Column_29=40
Column_0=37
Column_47=31
Column_3=30
Column_34=30
Column_13=26
Column_35=26
Column_2=23
Column_27=23
Column_6=22
Column_32=20
Column_1=16
Column_12=16
Column_28=15
Column_11=11
Column_48=10
Column_22=8
Column_50=8
Column_52=4
Column_10=2

[objective: regression]
[metric: rmse]
[data: ]
[valid: ]
[seed: 42]

objective=regression metric=rmse num_leaves=31 max_depth=5 learning_rate=0.06 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50