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=3506 3578 3574 3568 3585 3589 3571 3574 3556 3600 3608 3566 3567 3555 3572 3581 3587 3593 3583 3585 3592 3590 3568 3569 3570 3606 3595 3588 3593 3593 3541 3547 3589 3572 3575 3595 3597 3561 3580 3579 3572 3577 3587 3579 3574 3620 3579 3579 3575 3576 3585 3579 3570 3574 3339 3450 3368 3218 3312 3578 3572 3593 3558 3563 3622 3585 3609 3367 3473 3578 3599 3594 3584 3596 3597 3631 3593 3590 3626 3584 3558 3566 3588 3568 3544 3584 3571 3565 3582 3583 3608 3606 3593 3615 3573 3606 3471 3593 3583 3596 3602 3618 3611 3621 3604 3613 3616 3625 3613 3613 3605 3625 3581 3583 3610 3577 3589 3580 3579 3588 3332 3371 3226 3230 3616 3598 3578 3595 3604 3367 3591 3619 3586 3612 3592 3591 3589 3578 3129 3127 3607 3621 3046 3641 3350 3597 3607 3476 3575 3593

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=-0.34990596390479911 -0.32639581239729265 -0.34652193565021522 -0.33165863085655684 -0.33936418241300675 -0.36495453142416368 -0.34897411195350053 -0.32333608107944067 -0.34951279585676032 -0.32419817888468488 -0.34736675441648435 -0.31143139332002684 -0.3311082299098661 -0.34145719075612507 -0.33251677897943854 -0.41121240048694813 -0.33793788860930701 -0.38765902884714187 -0.33209939377920644 -0.32978827902959429 -0.3126896123515096 -0.38630287903757721 -0.28696064625900947 -0.34432190886045866 -0.30407849793921238 -0.36594730472623149 -0.26675207135876994 -0.36969692937999021 -0.37432607112861144 -0.34851907441666224 -0.35220174871113769
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=-0.341771 -0.340676 -0.344198 -0.349651 -0.359247 -0.344717 -0.389134 -0.395709 -0.333569 -0.330884 -0.327499 -0.334132 -0.33725 -0.330334 -0.407493 -0.333359 -0.365201 -0.329154 -0.356335 -0.381735 -0.383856 -0.308342 -0.410594 -0.364805 -0.330505 -0.322104 -0.361066 -0.370196 -0.341231 -0.338531
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 28 55 28 6 6 8 7 7 54 5 51 7
split_gain=4258.67 1539.49 918.447 649.258 699.83 515.487 450.807 366.99 342.897 206.348 248.07 170.921 145.354 129.502 128.215 108.279 96.4325 76.1575 67.5993 67.4203 67.1902 60.4809 53.1839 51.0007 48.2811 35.1066 21.456 19.9827 15.1791 13.7031
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 -0.16511735320091245 0.15352448076009753 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 18 20 17 10 -10 12 -9 21 19 -16 -6 28 27 -8 29 -3 -22 -15 -13 -20 -19 -2 -4 -1
right_child=1 3 8 4 16 -7 14 11 9 -11 -12 24 -14 23 15 -17 -18 26 25 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.034238816372969612 0.026107248100091452 -0.0030678243262623251 -0.00031363412643691527 -0.012596451518076998 -0.020032237224506394 -0.0014729977973092258 0.035002823787791147 -0.024190507990166279 -0.0040776991433536611 0.0046349612004023284 -0.0261166984644144 -0.036326266061604377 -0.058936376251933292 0.010421503139789217 0.081548476431528114 0.032597733336789045 0.0073218203423716724 -0.0036188248638707979 0.013054191115066926 0.017847341862831812 -0.035641637659397998 -0.040746081415061877 -0.011344585790880117 0.0054506581980197271 -0.0048722155896364803 0.0077991412087359503 0.038915826638282844 0.015315051652973054 0.02285919766561401 -0.0044683456746650654
leaf_weight=27.026730254292488 510.95006772875786 282.10435412824154 95.829018756747246 17439.431109294295 369.29571317136288 35576.707276448607 1776.0412929654121 387.37166608870029 1773.5526259094477 902.95659729838371 7507.5222873240709 1544.190695270896 2664.2205316275358 14771.432478219271 260.95319977402687 247.15653139352798 18373.486715137959 2208.3879212737083 6314.4560305178165 1009.0885852724314 606.23262964189053 207.83686365187168 434.38866832852364 9543.8564201295376 150.43501627445221 8219.0173236727715 33.823366552591324 8485.9069965034723 463.24516688287258 519.99572198092937
leaf_count=111 2099 1162 394 71924 1518 146632 7294 1596 7302 3714 30989 6387 11065 60723 1070 1014 75561 9090 25957 4145 2506 862 1793 39280 619 33815 139 34880 1904 2142
internal_value=3.24955e-05 0.00365533 -0.0231058 0.000535158 -0.00201996 -0.00513201 0.0148879 -0.0396521 -0.015035 -0.019552 -0.0219052 -0.0470307 -0.0545257 0.00792683 0.0332539 0.0577377 0.00678285 0.00138645 0.0123174 0.0287872 -0.0175941 -0.0190512 -0.0254993 0.00847042 -0.033534 0.0100823 -0.0029772 0.015928 0.0188872 -0.00255594
internal_weight=142707 123388 19319.2 96564.2 71758.9 53016.1 26823.6 6333.86 12985.3 10184 9281.07 4746.22 3051.59 24805.2 3293.24 508.11 18742.8 2801.29 23530.3 2785.13 1587.64 489.941 1040.62 24315.3 1694.63 14533.5 2242.21 8996.86 559.074 547.022
internal_count=587687 507936 79751 397662 295635 218556 110274 26219 53532 42005 38291 19667 12661 102027 13523 2084 77079 11527 96751 11439 6552 2024 4299 100003 7006 59772 9229 36979 2298 2253
shrinkage=0.053

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=3834.8 1376.25 882.254 581.642 627.918 465.359 427.47 471.406 400.511 176.702 140.742 134.062 116.248 113.073 112.139 95.205 88.3604 86.9731 60.2463 55.2649 47.3006 44.0031 32.3359 31.5735 24.1968 21.6572 17.758 15.8136 14.3215 10.4199
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=-0.004432424624934499 0.024620361939553859 -0.0038420523273282868 0.023240877599715229 -0.01202940112032626 -0.01921011746918689 -0.0014159248279017505 -0.015918990856337228 -0.017213086903594937 0.02986828715894951 -0.063361312372832657 -0.039985826556805666 0.0043603957994910883 0.01088502711501917 0.074335977359139868 0.0058234650204715185 0.028265310159561172 0.0068019503345290158 -0.04001046930564596 0.01278939256608359 -0.040398683298659172 0.0061120252897876757 -0.009116137802077694 -0.013998089052218231 0.0076615932559960104 0.018240619149924028 -0.002343476442629579 0.014466836365874907 0.023957761354404195 0.0062924647023535939 -0.023330063613123758
leaf_weight=132.78864634037018 513.0325398594141 297.57684347033501 402.95311406254768 17298.417429357767 374.12385046482086 35254.661515235901 478.0415001809597 6152.9544980823994 2140.4538773149252 1538.7032065987587 1278.1809567809105 931.64079451560974 9682.7960333824158 288.60345548391342 654.51253637671471 223.62886773049831 18804.745170250535 3523.3150281757116 5309.5265043079853 190.54496830701828 14666.054105222225 3599.2481338381767 38.20146107673645 9247.7904721796513 657.0312572568655 44.426245018839836 8506.7386722117662 30.089176401495934 214.65553976595402 214.11878488957882
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=2.97031e-05 0.00345918 -0.021983 0.000506479 -0.00191387 -0.00490947 -0.0168394 -0.0225897 0.0140644 -0.0470334 -0.0514715 -0.0143761 0.00749672 0.0313292 -0.00375336 0.0542226 0.00629453 -0.0371323 0.0116408 -0.0181124 0.0080101 -0.00681743 -0.0621655 0.00953187 0.0271374 -0.0387214 0.0150444 -0.0128996 0.0173503 -0.0160965
internal_weight=142690 123456 19233.8 96568.9 71731.9 52553.1 15957.3 11086 26886.8 3276.51 2899.51 7084.6 24837 3309.72 4871.37 512.232 19178.9 4001.36 23577.1 488.122 24348.9 4253.76 1576.9 14557.3 2797.49 1322.61 9019.77 376.997 617.609 346.907
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 8 6 18 6 28 21 28 7 55 1 29 6 8 21 23 28 4 46 29 51 26 26 15
split_gain=2179.5 1751.93 1285.59 707.176 580.562 478.979 380.829 205.458 181.105 161.617 146.738 128.864 87.2022 103.376 72.6757 65.8468 60.2887 54.8897 53.7535 47.2996 29.984 20.8544 19.1717 18.3159 16.4579 15.4263 14.8599 13.9653 12.2341 11.2468
threshold=-0.014725709334015845 -0.020662431605160233 0.021683344617486004 -0.5827713906764983 -0.9409729242324828 1.0000000180025095e-35 0.00065479933982715021 -0.0079659163020551187 0.64674586057662975 -0.021240289323031899 0.81589552760124218 -0.16511735320091245 3.1571753025054936 -0.27692525088787073 -0.0007832700794097035 0.15352448076009753 -0.0026376470923423763 -0.26274630427360529 6.0516111261677004e-05 0.04795315861701966 -0.20624444633722303 0.0028270264156162743 -0.91767302155494679 -0.020877178758382794 -0.027065264992415902 -0.24111911654472348 0.17622788995504382 0.87006315588951122 -1.7478882670402525 -0.0063512064516544333
left_child=5 9 3 6 8 11 -3 -5 -4 18 -6 23 15 22 28 27 20 -18 29 -16 -11 -20 -14 -1 -17 -25 -15 -7 -13 -2
right_child=1 2 4 7 10 12 -8 -9 -10 16 -12 14 13 26 19 24 17 -19 21 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.018561064348965144 -0.041468375741948754 0.00041323298224685094 -0.011683145727313906 0.0044151869263875671 0.0092619434596534489 0.033613907268103142 -0.017420888730028054 -0.0048442863979887146 -0.052833963443108208 -0.021961931423758001 0.0022710145322093803 -0.013159007373302851 0.087316728225494689 0.069368350021209266 0.0022499681289280316 0.090652034978212032 -0.048478453650581073 -0.02406981379350288 -0.047653944264214342 0.0082244995967126755 0.01166496367823442 0.018608977762590379 0.058982247500806433 -0.00087003996660864422 0.014761871034939374 0.013440343487290124 0.022921556444212919 0.023165266146305308 0.010886792137896088 -0.068343357708511368
leaf_weight=2170.8744215667248 46.934215173125267 4048.7554508596659 644.20517665147781 8441.0209996253252 21386.053043842316 1588.1686902493238 19869.436723425984 33234.376490667462 562.93699203431606 365.58813188970089 13925.506973162293 59.828627124428749 122.66072960197926 20.849901765584946 8905.7199388593435 8.085011422634123 608.97722847759724 450.05074612796307 835.35637865960598 6395.0995524078608 93.543428748846054 13.558139041066168 148.02993914484978 218.23102022707462 1119.1356283724308 6961.5276464670897 268.76976685225964 464.38948334753513 9038.6351760923862 642.84114325046539
leaf_count=8872 201 16663 2661 34643 87905 6469 82463 137105 2344 1524 57333 245 494 85 36643 33 2572 1881 3544 26242 386 57 596 893 4569 28482 1094 1894 37037 2757
internal_value=2.7112e-05 -0.00388416 -0.00270061 -0.00713787 0.00526943 0.0109992 -0.014402 -0.00296885 -0.0308734 -0.0434201 0.00650499 0.00900499 0.0289951 0.048274 0.0069776 0.0255979 -0.0311514 -0.0381056 -0.0555251 0.00474707 -0.0151108 -0.0465956 0.0718217 0.0142952 0.0153062 0.0130054 0.0262653 0.0312499 0.0107287 -0.0665147
internal_weight=142659 105169 102112 65593.6 36518.7 37490 23918.2 41675.4 1207.14 3056.85 35311.6 33749.9 3740.09 560.31 24399.3 3179.78 1518.16 1059.03 1538.69 15300.8 459.132 848.915 270.691 9350.63 1127.22 7179.76 289.62 2052.56 9098.46 689.775
internal_count=587687 434039 421117 270874 150243 153648 99126 171748 5005 12922 145238 138414 15234 2269 100167 12965 6363 4453 6559 62885 1910 3601 1090 38247 4602 29375 1179 8363 37282 2958

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 21 7 6 34 9 21 29 14 8 27
split_gain=3255.29 1095.36 735.431 498.946 371.497 413.527 316.534 269.685 267.543 196.824 203.098 154.218 126.798 124.402 92.4192 89.9469 79.5853 75.2895 52.9575 46.1649 40.034 35.7205 26.0388 24.1779 20.3772 20.2373 15.5875 14.8672 15.7493 12.8215
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.000590299750911072 6.054261029930786e-05 1.0000000180025095e-35 -0.0097913797944784147 0.044861363247036941 -0.03608396649360656 0.063237678259611144 -0.0015730941086076198 0.92906877398490917 6.0529777329065844e-05 -0.081908166408538804 3.1571753025054936 -0.0027339300140738483 -0.23239897191524503 0.15352448076009753 -0.16511735320091245 1.6111459732055666 -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=-0.0034294112010235275 -0.00080325094076349243 0.0059684612207566738 0.021192269647297118 0.008953130892984773 -0.013586969055527439 -0.0084132645457445955 0.029636064783116953 -0.011403082412993289 0.0030495665170892027 -0.00039506334422332326 0.0069271322279361404 -0.053027194477973487 -0.023559945344691732 -0.021983368336628298 0.0051109381785795173 0.065975266471257912 -0.037433004883891924 0.02518990919555365 0.014509777017995976 0.0069800037995802321 -0.008158044408568094 -0.0083401980337799216 0.011682608859769929 -0.066961058052519326 -0.038873708667119027 -0.016953155876212982 0.013768246728634789 -0.028913136135855142 0.062051355520235781 0.0051866624790391173
leaf_weight=235.80925005674362 211.13619354367256 4828.1410762965679 405.10152061283588 13657.398272186518 442.64906361699104 4750.6842514127493 1799.0906989872456 16710.993020474911 4585.0894150733948 42007.367171064019 14250.568006977439 992.64502927660942 2306.1098932474852 247.76457914710045 655.90066696703434 291.98305447399616 3515.3253265172243 225.19623127579689 1018.0534116625786 9530.0707511454821 395.1927892267704 3589.3663816452026 5065.4649517089128 540.15632236003876 1054.9160743653774 110.67699025571346 8847.9667605310678 133.61355990171432 5.5693514496088019 215.30952151119709
leaf_count=978 864 19794 1652 55934 1840 19717 7294 69312 18847 173187 58481 4295 9601 1046 2691 1171 14801 913 4145 39047 1647 14851 20725 2349 4469 460 36115 558 23 880
internal_value=2.48166e-05 0.00317251 -0.0203434 0.000533826 -0.0156662 -0.0210539 0.0126116 -0.00570363 -0.0082914 0.0028612 0.00145971 -0.043479 -0.0133631 -0.0477033 -0.00346961 0.0278995 -0.0347661 0.048216 0.0241698 0.0104567 0.00847192 -0.00626198 0.00861207 -0.0579375 -0.0356612 0.0054548 0.0134286 -0.011537 -0.0252732 0.0156376
internal_weight=142625 123534 19090.9 96545.4 15880.4 11014.8 26989 26234.9 21296.1 70310.5 56257.9 3210.47 7056.79 2835.48 4865.68 3334.32 3957.97 517.179 2817.14 23654.6 14052.6 4245.27 14595.5 1532.8 1302.68 4938.82 9059.1 374.992 139.183 620.411
internal_count=587687 507936 79751 397662 66033 45959 110274 108413 88159 289249 231668 13718 29318 12159 20074 13523 16641 2084 11439 96751 57581 17542 59772 6644 5515 20254 36979 1559 581 2532

Tree=5
num_cat=0
split_feature=48 47 6 6 44 21 7 7 18 9 7 6 6 6 6 8 6 21 55 6 6 2 48 9 29 8 16 21 34 9
split_gain=2903.99 640.098 620.395 1213.17 568.385 321.922 253.245 334.737 236.865 211.894 186.009 163.625 145.021 165.595 127.346 107.035 69.5685 66.0966 65.0725 41.2045 40.5466 33.4187 27.999 26.5011 22.5184 18.0186 16.2308 16.2178 14.095 11.4006
threshold=-1.1056645214557645 -1.256108224391937 1.0000000180025095e-35 6.0545426094904549e-05 1.0000000180025095e-35 1.6111459732055666 -0.0097913797944784147 0.041539836674928672 -0.021240289323031899 0.093192353844642653 -0.01821904722601175 -0.026587952859699723 1.0000000180025095e-35 6.0529777329065844e-05 0.42046578228473669 0.057788373902440078 6.054261029930786e-05 3.1571753025054936 0.092965848743915572 -0.68376138806343068 6.0522424973896711e-05 -0.0032923403196036811 0.42183295637369161 0.019179280847311023 -0.0457535833120346 -0.08085808157920836 -0.05488437041640281 0.023337204940617088 1.3106893897056582 -0.030657990835607048
left_child=1 8 4 16 10 9 25 11 20 -5 24 -8 21 -14 -7 -12 22 18 -6 -19 28 -10 -4 -9 -2 -3 -18 -22 -1 -27
right_child=2 6 3 5 17 14 7 23 12 -11 15 -13 13 -15 -16 -17 26 19 -20 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.055037521022613396 0.012510334593272223 0.010916059269796382 -0.032232863898794248 0.00082844541750131306 0.029048640855220798 -0.0020892643420267324 -0.010040189617978203 -0.0015071832267382252 -0.00089010376193314673 0.0091710110142903308 0.0017771262502865749 -0.025303282275827291 -0.049292644626529651 -0.025272351208110118 -0.030750766820573271 0.0079257304899052246 -0.028545269080133977 0.061276612207404053 0.013954187528784381 0.031877725647130428 -0.044285279702319942 -0.020561634118212605 -0.013287504411051315 0.010760719962329046 0.0081755597359451961 0.0094823492820485557 -0.015730253598680882 0.0010003250632075135 -0.069579018942831694 -0.0025797441672254823
leaf_weight=443.75486016273499 8587.2311814576387 824.74399746954441 2757.5718846917152 51057.816210836172 2200.7461976706982 692.21185067296028 2964.0948116332293 1172.0193839818239 537.41197697818279 10272.722908973694 25831.949899241328 5900.2228271216154 1163.3477834910154 2626.0436169803143 1173.9526251703501 11490.38561680913 334.36230897903442 215.94235344231129 1262.4838748127222 352.55183628201485 535.71862488985062 442.18712730705738 238.03855147957802 855.79301854968071 5536.859662592411 299.37095035612583 1635.956250205636 23.174822211265564 323.91337484121323 831.31210552155972
leaf_count=1966 35056 3386 11483 210308 8920 2862 12296 4849 2224 42091 106375 24801 5006 11086 4891 47000 1390 867 5137 1423 2330 1839 985 3523 22606 1233 6794 100 1445 3427
internal_value=1.02954e-05 -0.0193136 0.00297092 -0.000416095 0.00713234 0.00156596 -0.0126028 -0.0157556 -0.0334577 0.00222581 0.00563056 -0.0201995 -0.0279475 -0.0326466 -0.0201194 0.00367009 -0.0256399 0.0262955 0.0235461 0.0430449 -0.053267 -0.00976975 -0.0307274 0.00367021 0.010811 0.00495908 -0.017905 -0.0424075 -0.0611732 0.000613936
internal_weight=142584 18943.1 123641 68162.6 55478.2 63196.7 12847.6 10892.1 6095.55 61330.5 51446.4 8864.32 4768.99 3789.39 1866.16 37322.3 4965.93 4031.72 3463.23 568.494 1326.56 979.599 2995.61 2027.81 14124.1 1955.43 1970.32 558.893 767.668 1130.68
internal_count=587699 79511 508188 280804 227384 260152 53515 45469 25996 252399 211037 37097 20155 16092 7753 153375 20652 16347 14057 2290 5841 4063 12468 8372 57662 8046 8184 2430 3411 4660

Tree=6
num_cat=0
split_feature=48 28 18 48 9 9 17 28 38 47 6 9 6 28 6 17 28 50 23 28 9 6 6 37 14 9 26 12 11 23
split_gain=2616.27 988.068 597.318 420.149 314.657 322.827 282.396 260.272 246.636 223.347 222.592 166.48 154.114 117.851 130.531 69.1696 100.623 44.5984 36.9958 36.5892 32.6879 28.2369 23.2567 19.5111 23.4767 19.9189 17.8943 15.8188 14.6768 12.9531
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.019179280847311023 -0.015257265418767927 -0.89923131465911854 0.035648154094815261 1.0000000180025095e-35 -1.256108224391937 -0.026587952859699723 -0.023129860870540139 0.69035851955413829 0.0020204392494633798 6.0536020100698813e-05 -0.9409729242324828 -0.23239897191524503 0.64337414503097545 -0.0016591091989539561 -0.16511735320091245 -0.030657990835607048 -0.46334686875343317 0.6756977140903474 3.8828693628311162 0.032267199829220779 0.093192353844642653 0.73882025480270397 -0.25294297933578486 1.7545467019081118 -0.0020518287783488627
left_child=2 8 13 9 5 20 12 -8 19 17 -7 -11 -5 27 18 16 -10 -3 -15 28 -4 -21 -16 25 -25 -6 -17 29 -2 -1
right_child=1 3 4 6 23 10 7 -9 15 11 -12 -13 -14 14 22 26 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.019345910208992744 0.01261341770653958 -0.025334500462799964 0.0074321262963054904 -0.0087911256877641619 0.0012767760798421694 -0.0095050018259008901 0.00072913575299124098 0.0077831716010347256 0.061505582512409368 0.0057236780216351948 -0.025434375135726408 -0.0059454883871910853 -0.046880260830952168 -0.053097990579910923 -0.022114995753092087 0.024281977804577304 0.018175204441278837 -0.0077598070532161265 -0.0050102788306731995 0.0064886880263591322 -0.0062518678359477419 0.011339038531642127 -0.040443716695123554 0.0940489226292128 0.0064891670053040824 0.01329403347640367 0.014699271990205183 0.025551402555235359 -0.023119024754840338 0.0085846624258255864
leaf_weight=278.3640028834343 9084.8290670216084 1754.4936151057482 1272.052208557725 875.47692060470581 1525.9686104953289 3549.6827608197927 47750.6759634763 21223.088707864285 324.94558994472027 4156.3917765319347 8057.5693851262331 19766.87989744544 452.68661400675774 1742.8623381406069 665.74193367362022 1981.6896956562996 280.49227288365364 527.55637244880199 46.129823178052902 9481.4079298079014 797.96062631905079 5231.9055172652006 274.70191791653633 15.105781272053717 19.976981312036514 519.28684096038342 756.27866443991661 29.931346267461777 32.404356598854065 56.028357446193695
leaf_count=1165 36975 7334 5242 3626 6323 14733 196459 87006 1302 17092 34094 81840 1916 7772 2856 8002 1131 2191 200 38777 3316 21346 1178 62 82 2132 3059 123 132 233
internal_value=8.80588e-06 0.00281217 -0.0183837 0.000298468 -0.0142034 -0.0171243 0.00243352 0.00289965 0.0117395 -0.00542931 -0.0205629 -0.00391811 -0.0217733 -0.0396753 -0.0434546 0.0252198 0.0414311 -0.0212716 -0.051858 0.00984821 0.00215714 0.00821342 -0.0274688 0.00500017 0.0441903 0.00432794 0.0216351 -0.011362 0.0124864 -0.0146661
internal_weight=142533 123681 18851.4 96507.2 15757.6 13677.3 70301.9 68973.8 27174 26205.3 11607.3 23923.3 1328.16 3093.76 2729.44 3343.41 605.438 2282.05 1788.99 23830.5 2070.01 14713.3 940.444 2080.34 35.0828 2045.26 2737.97 364.324 9117.23 334.392
internal_count=587699 508188 79511 397464 65984 57385 289007 283465 110724 108457 48827 98932 5542 13527 12006 13494 2433 9525 7972 97230 8558 60123 4034 8599 144 8455 11061 1521 37107 1398

Tree=7
num_cat=0
split_feature=48 28 48 6 6 7 7 17 28 44 6 7 7 23 21 6 28 55 7 21 1 23 28 6 29 20 23 14 31 21
split_gain=2385.91 1074.26 631.183 377.789 441.59 332.146 416.825 254.322 232.99 223.677 141.203 116.789 87.0773 85.7071 75.708 73.5338 66.516 50.4593 41.5086 23.5135 21.6215 20.9007 20.7089 20.4818 20.4016 14.5417 13.3848 12.4772 10.8052 9.63428
threshold=-1.4875389337539671 -0.031506778672337525 -0.34191577136516565 1.0000000180025095e-35 6.0537413446581929e-05 -0.0097913797944784147 0.040770240128040321 -0.89923131465911854 0.035648154094815261 3.7910240888595585 0.64674586057662975 0.061627229675650604 1.0000000180025095e-35 -0.0016591091989539561 3.1571753025054936 6.0516111261677004e-05 -0.27692525088787073 0.40620811283588415 -0.04316392354667186 0.72027611732482921 -0.0033751516602933402 -0.0020518287783488627 -0.38811133801937098 -0.22808150202035901 0.371009111404419 -0.028889061883091923 0.0038861763896420602 -0.62155407667160023 -0.94658359885215748 -0.18731021881103513
left_child=3 9 5 20 13 19 -7 10 -9 18 -4 12 -6 15 17 -5 -16 -11 24 -3 26 23 -20 -22 -2 -13 27 -1 -15 -23
right_child=1 2 7 4 11 6 -8 8 -10 14 -12 25 -14 28 16 -17 -18 -19 22 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02169584713257312 0.013578310398316671 0.0054207342789702288 -0.0076184092602114076 -0.056564006666317189 -0.0032996175856274926 -0.012445560532519844 0.0030310682029536904 0.0006904065711248595 0.0073616149251816672 0.024705405740970538 -0.043622056158707054 0.032915199328334317 -0.025432995143516081 0.039486958419463175 0.06072578326576298 -0.040189714890438981 0.022745752360609574 0.0090591277223114209 0.01291043954851602 -0.014213908784560731 -0.019089540147233016 0.06504688169478777 0.0072111184653803747 0.011661781793726329 0.0049001208095374883 0.0040876404422469769 0.048259813203085172 -0.0049893841401899789 -0.0058774191253142972 0.0021736956294247109
leaf_weight=50.772537857294083 6772.0980362445116 5793.1946772038937 840.43663412332535 1255.6880452036858 589.10898268222809 21551.913927897811 6322.2010405063629 47756.447271317244 21248.461540624499 2136.5060844272375 481.17033211886883 57.656015738844872 3275.1856137216091 17.640850946307182 268.89523687958717 1993.3846597373486 249.91506513953209 794.22216828167439 2035.260831668973 176.54722023010254 788.15299163758755 7.2208305448293677 14913.526576057076 65.929940640926361 857.28046831488609 333.29646070301533 13.789947390556334 1607.7089871019125 89.964163273572922 131.90147423744202
leaf_count=210 27523 23757 3484 5667 2457 90157 26044 196459 87006 8605 2058 238 13940 76 1078 8725 1005 3215 8274 734 3287 30 60882 272 3484 1374 57 6663 390 548
internal_value=7.51008e-06 0.00191984 -0.000558381 -0.0245907 -0.0306038 -0.00650543 -0.00893527 0.00230357 0.00274465 0.0111306 -0.0207266 -0.019266 -0.0220588 -0.0449768 0.0237689 -0.046518 0.0424305 0.0204653 0.00935683 0.00484007 -0.0074188 -0.0136127 0.00789551 -0.0167157 0.0126032 0.00833901 -0.00374008 -0.00417245 0.00155965 0.00543699
internal_weight=142475 132198 104170 10277.4 7611.92 33843.9 27874.1 70326.5 69004.9 28027.7 1321.61 4255.25 3864.29 3356.68 3449.54 3249.07 518.81 2930.73 24578.2 5969.74 2665.48 993.205 16948.8 854.083 7629.38 390.952 1672.27 1658.48 107.605 139.122
internal_count=587699 543765 429699 43934 32867 140692 116201 289007 283465 114066 5542 18009 16397 14858 13903 14392 2083 11820 100163 24491 11067 4137 69156 3559 31007 1612 6930 6873 466 578

Tree=8
num_cat=0
split_feature=28 18 28 28 17 7 38 18 37 0 0 21 28 28 55 26 28 23 34 7 11 28 5 18 25 13 11 17 1 45
split_gain=1357.23 1150.56 683.297 644.611 414.446 386.262 206.096 141.77 124.979 103.249 100.728 66.5003 60.2107 50.3731 42.2008 41.2359 35.4302 26.903 22.7643 20.9766 22.5262 15.5432 14.2663 15.0752 14.0568 13.7385 12.9794 12.8877 12.3512 11.4148
threshold=-0.031506778672337525 -0.020662431605160233 0.018866457976400856 0.0020204392494633798 -0.9409729242324828 -0.0058368276804685584 1.0000000180025095e-35 -0.021240289323031899 0.18183939158916476 0.0010324353352189066 0.0027706997934728865 3.1571753025054936 -0.27692525088787073 0.0004008942778455094 0.15352448076009753 -0.95179614424705494 -0.16511735320091245 0.0022488698596134786 1.398772180080414 0.0051615408156067142 -1.1114263534545896 -1.0695331096649168 -1.7585635185241697 -0.018862474709749218 -1.0640654563903806 -0.0071136960759758941 1.8007810711860659 -0.085229538381099687 0.010535633191466333 -0.010815758258104323
left_child=6 7 3 8 9 -5 16 17 -3 -4 -6 14 21 27 29 -15 22 18 -2 28 -21 -13 23 -1 -16 -14 -24 -9 -18 -8
right_child=1 2 4 5 10 -7 11 13 -10 -11 -12 12 25 15 24 -17 19 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024085070738525019 -0.044111558898998024 0.00052894255445611559 -0.010903137527001885 0.0022860901206592918 0.008837421778158416 -0.011290529921694652 0.044054618315041816 -0.012902908923766594 0.02501563733690686 -0.041749306839794081 0.0030248501084268226 0.07258343025399791 0.0059541365690200685 -0.018083550230885561 0.00388507623864224 -0.037787389741546933 0.0097707257902979183 0.0097407154690661284 -0.058974017494006555 -0.0008783555341623226 0.0065665183671859608 0.046750584057125011 0.010785827209499266 0.02009172221449761 0.01628268170071866 0.031230252722028663 -0.026049817666342633 0.010068582283448575 -0.0026072264575226494 0.023327902706364787
leaf_weight=22.437611147761345 962.82401862740517 31590.201006323099 613.8958398103714 7085.7034217864275 13394.558331117034 34778.337536901236 77.905612900853157 194.469382122159 596.5593967884779 605.41745072603226 22345.840624943376 110.45495839416981 99.142146810889244 536.1766811311245 455.10453739762306 672.6221889257431 6572.9574267119169 22.582425504922867 413.93934820592403 1348.0360736697912 7456.0144636034966 160.48623991012573 8744.6747839748859 658.53428162634373 589.86874178051949 154.59651508927345 26.952900052070618 105.99704505503178 234.52440705895424 1779.5239737480879
leaf_count=91 4389 130228 2565 29088 54919 145383 313 814 2440 2597 91705 445 398 2294 1840 2975 26747 97 1937 5512 30457 645 35496 2665 2384 621 110 441 954 7149
internal_value=6.28143e-06 -0.00258127 -0.00171909 -0.00465673 0.00416662 -0.00899262 0.0103523 -0.035487 0.000982787 -0.026219 0.00520325 0.0225427 0.039907 -0.0242201 0.0194037 -0.0290475 0.00868549 -0.047639 -0.0485801 0.00713492 0.00542659 0.0572819 0.0112463 0.0186361 0.0108833 0.0213542 0.0106726 -0.00479914 0.00934429 0.0241972
internal_weight=142410 113919 111011 74050.8 36959.7 41864 28491.2 2908.61 32186.8 1219.31 35740.4 3427.08 524.68 1509.27 2902.4 1208.8 25064.1 1399.35 1376.76 15611.5 8804.05 270.941 9452.6 680.972 1044.97 253.739 8771.63 300.466 6807.48 1857.43
internal_count=587699 471872 458925 307139 151786 174471 115827 12947 132668 5162 146624 13795 2109 6524 11686 5269 102032 6423 6326 63670 35969 1090 38362 2756 4224 1019 35606 1255 27701 7462

Tree=9
num_cat=0
split_feature=48 48 7 7 1 7 0 7 0 1 7 7 34 16 29 0 6 0 6 44 7 16 7 6 45 22 6 23 23 9
split_gain=2050.55 658.707 337.646 495.484 333.643 239.243 201.456 199.659 191.694 189.272 113.285 98.6617 80.3606 62.3638 50.0842 45.1408 54.7042 40.5902 37.1741 30.9398 26.7565 24.2319 21.5392 18.8736 18.3687 17.3943 15.4263 12.2393 11.7848 11.4952
threshold=-1.4875389337539671 -0.34191577136516565 -0.0097913797944784147 0.040770240128040321 -0.0026376470923423763 -0.04316392354667186 -0.0015730941086076198 0.061627229675650604 -0.0015730941086076198 -0.0026260424638167019 0.063237678259611144 0.014224859885871412 1.5559740066528323 0.059037040919065482 -0.071069013327360139 -0.0027339300140738483 6.0544414736796177e-05 -0.0018518779543228445 0.20480032265186313 3.7910240888595585 -0.077107463032007204 -0.0031489609973505135 -0.14110229909420011 6.0526574088726199e-05 -0.0046077333390712729 0.1174249015748501 -0.32617686688899988 -0.0030616075964644547 0.0038861763896420602 -0.01220920169726014
left_child=4 2 20 6 15 14 -4 8 -7 12 11 -11 17 -9 18 28 25 -6 -3 -5 26 -22 -18 -14 -16 -17 -2 -12 29 -1
right_child=1 5 3 19 9 7 -8 13 -10 10 27 -13 23 -15 24 16 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052650465600605862 0.015146099939650029 0.013977877417408762 -0.0038307988739149953 0.0037037180391374419 -0.018799063597244686 0.0045835016005262895 -0.014177601369023221 0.011149338473280644 -0.0018912816610983023 -0.0073176838893765188 -0.015071640734589881 -0.029894202299652697 -0.06086461461283052 0.0050739133681411775 0.0093658842947903637 -0.025310538584500789 0.029413100863295672 -0.037671191988899337 0.0076870646824585692 0.01617571452534014 0.0013781025506520404 0.014836731901070328 -0.0071855953646779965 -0.037033954751928978 0.0043231176391311972 -0.0041635545586567535 0.0071321188069546036 0.012353887856192581 0.045148115034629753 -0.0060393294725807293
leaf_weight=313.29432533681393 869.53570890426636 7172.5043807327747 8234.9243686497211 7744.2665746062994 371.58193235099316 23395.512669324875 14760.598005577922 7187.1938416659832 28480.014134675264 720.02334143221378 54.430112078785896 2220.7887955009937 494.92584255337715 13973.146918118 3325.0392912477255 1000.814820215106 47.926071733236313 2312.1356629282236 4174.2704019546509 602.16831368207932 3632.976357460022 419.13822893798351 785.45807904005051 115.05635344982147 5205.7731135636568 122.65017841756344 3011.2808571904898 285.26637421548367 13.905506044626234 1306.0928264409304
leaf_count=1287 3526 29124 34171 31812 1558 95826 62238 29299 117496 3033 224 9590 2343 57098 13530 4346 198 10346 17074 2458 14882 1717 3315 515 21216 520 12298 1174 57 5428
internal_value=5.33665e-06 0.00176923 -0.00398527 -0.00645758 -0.0229342 0.00420167 -0.0104723 0.00279863 0.0010288 -0.0300302 -0.0210192 -0.0243666 -0.039005 0.00713746 0.00935684 -0.00994021 -0.0153697 -0.0350582 0.0116636 0.00460353 0.0057825 0.00277022 -0.00508089 -0.0563696 0.00628863 -0.0230019 0.00892773 0.00795945 -0.00343515 -0.00385233
internal_weight=142353 132188 39274.9 31342 10164.4 92913.5 22995.5 73035.9 51875.5 6574.21 3280.51 2940.81 3293.7 21160.3 19877.6 3590.14 1956.85 2683.72 11346.8 8346.43 7932.93 4052.11 833.384 609.982 8530.81 1123.46 3880.82 339.696 1633.29 1619.39
internal_count=587699 543765 163102 130679 43934 380663 96409 299719 213322 28783 14021 12623 14762 86397 80944 15151 8379 11904 46198 34270 32423 16599 3513 2858 34746 4866 15824 1398 6772 6715

Tree=10
num_cat=0
split_feature=48 47 8 8 1 9 9 48 48 13 23 21 33 22 16 29 23 7 9 13 9 26 33 9 9 1 23 8 12 35
split_gain=1909.62 705.375 280.222 340.104 233.53 232.097 287.698 145.287 129.371 121.407 100.759 62.162 57.3322 52.3425 51.9435 47.9176 46.0094 44.1318 34.8568 34.1268 33.7366 28.0479 27.435 26.5592 23.4123 23.1255 17.0534 16.5261 13.4048 12.9132
threshold=-0.72379013895988453 -1.256108224391937 -0.014864472672343252 0.056312030181288726 -0.0026376470923423763 0.019179280847311023 -0.011607731226831673 1.0000000180025095e-35 -1.8694132566452024 0.0087414816953241842 -0.0018641663482412694 -0.18232702463865277 0.22121843695640567 0.62034103274345409 0.059037040919065482 -0.05486496910452842 -0.0015040780999697743 0.24059391766786578 -0.031876457855105393 0.012075962498784067 -0.030657990835607048 -1.3745900392532346 -0.35563313961029047 0.097250029444694533 0.20613634586334231 -0.0097162341699004156 -0.0037534468574449416 -0.20750762522220609 -0.17440260946750638 -1.3913810849189756
left_child=1 4 15 7 13 6 20 10 16 -8 -4 -10 -9 18 24 19 -6 -16 -1 21 -3 -2 -21 26 -5 28 -7 -27 -17 -25
right_child=2 5 3 14 8 23 9 12 11 -11 -12 -13 -14 -15 17 25 -18 -19 -20 22 -22 -23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.0097954834701101702 -0.0011573293599087871 0.0055128056612397036 0.00057527233454715901 0.0090570517943618627 -0.043851347033786965 0.0067938608063937865 -0.0083034110721165576 0.00075865607309856314 -0.027809159868475746 -0.017823277327216197 -0.0066606176971335121 -0.0066780869065633831 0.0070997047485988974 0.0075052613105022134 0.0027152656300986821 -0.039622827159924115 -0.021331763388630545 0.0085525725042723613 -0.017159829886574864 0.0022167498385226186 -0.0033056074236772533 0.012015570359249324 0.0087231979707727558 -0.052325461517614885 0.019328283858575778 0.0062988560904995473 -0.0013245708408455566 0.00071586059096602332 0.0079672438447562846 0.011156353924923064
leaf_weight=148.44599479436874 476.13655413687229 2725.8849196732044 8837.3423989862204 9429.0564970672131 2078.2173265069723 1091.0799144804478 7345.3569823205471 27210.610621616244 2321.7606126219034 7715.7923755049706 13920.930032402277 470.25606678426266 4696.5341867804527 367.03484037518501 9900.4349910616875 16.686963632702827 290.46472750604153 5751.7322156578302 1461.320189550519 2496.9458214491606 2203.9099893420935 9781.5366884171963 6718.6825169920921 9.070742115378378 667.50718788802624 2400.9056476950645 2176.9526956230402 3922.4953374713659 4526.843718111515 1169.1152034848928
leaf_count=612 1938 11175 36439 38429 9618 4483 30834 111940 10120 32730 57913 2006 19295 1535 40480 68 1262 23446 6250 10192 9162 39751 27449 37 2712 9771 9019 16020 18419 4773
internal_value=0.00010967 -0.0113881 0.00338754 0.00175 -0.0260459 -0.00710691 -0.00954283 -0.000615574 -0.0319793 -0.0131804 -0.00385082 -0.0242501 0.00169202 -0.0105561 0.0067722 0.00772767 -0.0410898 0.00486031 -0.0146741 0.0093011 0.00157045 0.0114041 0.0069603 0.00384541 0.00973611 0.00490812 0.00138588 0.00283564 0.00779246 0.0106676
internal_weight=142329 31574.7 110754 80414.1 7137.5 24437.2 19990.9 54665.4 5160.7 15061.1 22758.3 2792.02 31907.1 1976.8 25748.7 30340.2 2368.68 15652.2 1609.77 19473.3 4929.79 10257.7 9215.63 4446.22 10096.6 10866.9 3268.03 6323.4 4543.53 1178.19
internal_count=587878 133616 454262 330654 31403 102213 83901 225587 23006 63564 94352 12126 131235 8397 105067 123608 10880 63926 6862 79330 20337 41689 37641 18312 41141 44278 13502 25791 18487 4810

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 28 53 21 28 55 7 9 28 6 33 24 0
split_gain=1717.19 642.554 435.975 263.907 283.582 331.5 256.485 214.645 193.209 177.852 143.585 132.588 131.337 119.433 51.8226 51.7267 51.1103 47.1598 45.7334 42.327 38.7284 47.9148 32.905 32.6545 31.4331 26.5848 23.8234 20.0473 14.923 14.1686
threshold=-0.72379013895988453 -1.256108224391937 -0.031506778672337525 -0.9409729242324828 0.038959616795182235 1.0000000180025095e-35 -0.0094470065087079984 -0.0026376470923423763 0.044069897383451469 3.7910240888595585 0.76573270559310924 6.0537413446581929e-05 -0.27248571813106531 0.00073300834628753375 -0.9409729242324828 0.074734065681695952 0.81589552760124218 0.62034103274345409 -0.081908166408538804 0.77570027112960827 3.1571753025054936 -0.2991290539503097 0.21397567540407184 -0.13328737020492551 -0.031876457855105393 -0.1656784117221832 -0.33496320247650141 -0.046015290543436997 2.5276122093200688 -0.0020303160417824979
left_child=1 7 9 10 5 -5 18 17 12 25 23 13 -8 -9 -10 -13 -6 24 27 -12 22 -22 -11 -4 -1 28 -20 -3 -2 -27
right_child=2 6 3 4 16 -7 8 11 14 20 19 15 -14 -15 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0092609001998515596 0.010357419124758734 0.0072135169182287523 0.016883596899033144 -0.00078492496744116038 0.0086978862412044246 0.025955094012845976 -0.024925129932679837 -0.012808810275469006 -0.037335039178746539 0.022576877891172738 -0.05524510885181147 -0.022094119976729214 -0.010225120198137559 -0.042351711660120486 0.0050208054804334818 0.023022478133749986 0.0037316377148208834 0.0070964544248622819 -0.0019782665585739031 -0.0050998459851041861 0.051671967780824918 0.018373735138755974 0.010291352361608094 -0.01422821896226188 -0.016322691180494234 0.0060898604958044477 0.0070348127916613915 0.021303516953036165 -0.0074672752139254891 0.025377750810727424
leaf_weight=148.6864355802536 7817.486421212554 1062.1106981039047 108.0608989149332 58719.889214798808 13973.002952501178 1331.8419721126556 1946.6528294980526 453.54906719923019 83.880728498101234 1827.8768417835236 351.70586238801479 2058.4019528031349 13883.791359812021 2520.6994635462761 2484.8634189814329 73.947218105196953 9977.763577401638 367.58960933983326 3465.7098813205957 54.627665832638741 238.08615291118622 247.65832985937595 920.9185229241848 770.13487593829632 1455.0192571431398 14216.679824858904 1080.63649559021 387.00741593539715 134.20120741426945 107.79279100894928
leaf_count=612 31626 4310 451 242086 57004 5460 8398 1912 356 7328 1535 8951 58547 11835 10257 308 40856 1535 14343 240 965 993 3713 3213 6250 57811 4437 1565 544 437
internal_value=0.000103249 -0.0108219 0.00320659 0.00138831 0.00175288 -0.000191878 -0.00674277 -0.0248811 -0.00984498 0.00928544 -0.0224532 -0.0306156 -0.0120328 -0.0378467 0.0036377 -0.0205295 0.00662897 -0.010026 0.00277746 -0.0485036 0.0208988 0.0346948 0.0184609 -0.0103999 -0.0139507 0.00759916 0.000164083 0.0109765 0.0100566 0.006235
internal_weight=142270 31472.5 110798 85287 84002.5 60051.7 24394.7 7077.89 18399.2 25510.7 1284.53 5106.6 15830.4 2974.25 2568.74 2132.35 23950.8 1971.3 5995.46 406.334 3234.54 485.744 2748.8 878.196 1603.71 22276.2 4546.35 1449.12 7951.69 14324.5
internal_count=587878 133616 454262 350845 345406 247546 102213 31403 77558 103417 5439 23006 66945 13747 10613 9259 97860 8397 24655 1775 12999 1958 11041 3664 6862 90418 18780 5875 32170 58248

Tree=12
num_cat=0
split_feature=48 28 18 28 17 44 38 7 7 48 0 6 28 6 6 17 7 28 8 21 28 55 24 7 9 14 8 5 9 51
split_gain=1549.5 506.368 404.402 328.719 344.94 236.241 214.929 202.762 295.576 181.788 137.194 126.39 118.072 93.5027 81.6494 68.111 50.1113 47.0464 34.2748 30.042 52.7353 38.246 25.1282 22.5823 21.1664 20.7809 18.049 17.8014 12.1234 14.6115
threshold=-1.1056645214557645 -0.014725709334015845 -0.020144676789641377 0.021683344617486004 -0.9409729242324828 1.0000000180025095e-35 1.0000000180025095e-35 0.04009512439370156 0.0094276140443980711 1.0000000180025095e-35 -0.0028474625432863827 0.76573270559310924 0.00089833911624737095 6.0529777329065844e-05 0.4528979361057282 -0.8429943025112151 -0.022537890821695324 -0.1656784117221832 0.0074744769372046002 3.1571753025054936 -0.36602020263671869 -0.43162561953067774 1.0771699547767641 0.061627229675650604 0.017421423457562927 0.010404509957879783 0.24146454036235812 -1.2952079176902769 0.0031628308352082972 -0.31340889632701868
left_child=2 6 12 5 11 9 17 8 16 -3 -10 -5 28 25 -6 -7 -4 27 -19 21 -21 -8 24 -15 -9 -14 -24 -2 -1 -30
right_child=1 3 7 4 14 15 19 22 10 -11 -12 -13 13 23 -16 -17 -18 18 -20 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0038328433133074428 0.015001210482684504 -0.0060443794575327121 0.0053081738815466259 -0.010963261203622791 0.0087198631076850809 -0.0079204115571562296 0.02389370035160563 0.0016105665699984576 -0.0081426654377148317 0.00021292369449127203 -0.022651888770842236 -0.047473274691235162 -0.034643346292056523 -0.026903840507843682 0.003193075675349957 0.028076882583070461 -0.006708339714753403 0.0073694735137191597 0.0032636713159165244 0.051321546914330003 0.017733763269161477 0.012175343907633756 -0.012026512606168951 0.011818221676696609 0.01309722592324998 -0.049364060100930043 0.012377629330520626 0.008468843495281958 -0.023551015309022986 0.018527242715439658
leaf_weight=223.6914384663105 1406.9843684732914 27211.041191369295 1804.1274717897177 712.22979106009007 11330.905982047319 176.92311051487923 1473.2155066132545 1079.7951263040304 2542.2472548037767 25046.516495883465 6539.8681589365005 425.43537300825119 368.05079767107964 1261.7138259708881 22258.653635576367 892.32397431135178 2120.7505892068148 9675.9331444501877 13938.453330665827 218.33068789541721 329.43636587262154 1668.3235173076391 402.99657306075096 43.773783549666405 773.35877279937267 1004.7469464540482 107.92756074666977 7011.2992999702692 122.6130411028862 28.585236355662346
leaf_count=943 5675 113287 7411 2989 46227 735 5906 4511 10667 103080 28631 1884 1766 5703 91163 3660 8955 39328 56946 891 1324 6712 1687 184 3183 4999 442 28348 522 119
internal_value=9.71449e-05 0.00223165 -0.0142427 7.24993e-05 0.00408533 -0.00254072 0.00755393 -0.0107432 -0.0133383 -0.00304532 -0.0185905 -0.0246164 -0.031861 -0.0357604 0.00505745 0.0221206 -0.00118477 0.00615875 0.00494601 0.0196677 0.0311213 0.0176706 0.00353507 -0.0256055 0.00640418 -0.0454174 -0.00687138 0.00956063 -0.004003 -0.0155958
internal_weight=142200 123776 18424.2 88054 34727.2 53326.8 35722 15371.1 13007 52257.6 9082.12 1137.67 3053.18 2678.29 33589.6 1069.25 3924.88 32032.7 23614.4 3689.31 547.767 3141.54 2364.08 1305.49 1853.15 1372.8 510.924 8418.28 374.89 151.198
internal_count=587878 508155 79723 363025 142263 220762 145130 65487 55664 216367 39298 4873 14236 12652 137390 4395 16366 130297 96274 14833 2215 12618 9823 5887 7694 6765 2129 34023 1584 641

Tree=13
num_cat=0
split_feature=18 28 28 47 21 9 44 44 1 6 6 6 28 7 28 21 28 23 4 28 24 3 11 21 34 14 9 6 13 16
split_gain=885.998 718.353 571.914 349.229 314.314 224.956 206.448 156.186 119.494 91.1132 79.291 66.956 51.2802 36.2395 33.3941 29.0442 50.2405 23.1307 22.338 18.0531 17.8133 17.472 16.3588 15.3034 12.7359 12.596 10.627 10.13 8.89178 8.37022
threshold=-0.020662431605160233 -0.014725709334015845 0.018866457976400856 -0.5827713906764983 1.6111459732055666 0.021101565100252632 3.7910240888595585 3.7910240888595585 -0.0026376470923423763 0.4528979361057282 0.64674586057662975 6.0537413446581929e-05 -0.1656784117221832 0.007972906809300186 -0.0029428219422698017 3.1571753025054936 -0.91767302155494679 -0.0016591091989539561 -0.0015351435285992918 -1.2758256793022154 2.5276122093200688 0.00054804972023703169 -0.09430405497550963 -0.20222809165716168 -1.3768988251686094 0.0014321245253086092 -0.0076886822935193768 -2.9792442321777339 -0.0089932954870164377 0.013681263197213413
left_child=8 6 3 5 9 -3 12 -5 23 -4 -6 14 20 -14 29 19 -17 -16 22 -8 -2 -20 -13 25 -25 26 -1 -27 -26 -10
right_child=1 2 4 7 10 -7 15 -9 11 -11 -12 18 13 -15 17 16 -18 -19 21 -21 -22 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.026023507798486948 0.0094501962526920419 -0.012134330968265196 0.0084364855399699026 -0.002164374203061164 -0.0072763100933182206 0.0018634024681733841 0.0053677928940749214 0.021631052258062302 -0.022232323889403841 0.0027415487562076242 -0.031044923965999716 -0.015717528957665077 0.0067087370014639151 0.0026582723965788311 -0.0439047457854655 0.060255819760886613 0.02145963730391616 -0.0024949826024940037 0.023242016957917604 0.018089300657408883 -0.0092485954290343602 -0.031135915922713905 -0.03171645502492923 -0.035589912036103344 0.074077949327344655 0.040846088520835065 -0.014684636953590289 -0.017651972012595073 0.011934621108118644 0.015322943245326357
leaf_weight=41.354308307170868 8515.6129515320063 19512.840399026871 11844.077185168862 40306.389626860619 764.82458852231503 3863.6003847569227 351.18283315002918 790.01797677576542 35.229433476924896 23646.524832978845 813.67303189635277 310.14811031520367 10935.505492582917 14342.76363453269 1393.1112572103739 119.65915644168854 433.23440815508366 38.95037142932415 50.445085108280182 2908.4295167922974 145.55619286000729 24.736777067184448 426.25264921784401 15.445190981030462 6.887085184454917 8.5446418225765211 31.916024699807167 309.78609402477741 106.21884033083916 31.644488990306854
leaf_count=172 34385 83009 48283 166996 3190 16014 1409 3234 149 96963 3539 1388 44439 58636 6986 494 1748 178 219 11677 590 109 1880 64 28 37 134 1353 441 134
internal_value=9.13778e-05 0.000687913 -0.00163282 -0.00464886 0.00361285 -0.00982082 0.00693003 -0.00170694 -0.0292634 0.00464209 -0.0195284 -0.0344301 0.00561643 0.00441052 -0.041069 0.0186239 0.029856 -0.0427784 -0.0221687 0.0167187 0.00913595 0.00535027 -0.0249782 -0.00631285 0.00955394 -0.0115214 0.00829134 -0.0160818 0.0157186 -0.00446131
internal_weight=142125 139294 101542 64472.8 37069.1 23376.4 37751.9 41096.4 2830.67 35490.6 1578.5 2310.52 33939.4 25278.3 1498.94 3812.51 552.894 1432.06 811.583 3259.61 8661.17 75.1819 736.401 520.152 128.551 391.601 73.2703 318.331 113.106 66.8739
internal_count=587878 574606 421228 269253 151975 99023 153378 170230 13272 145246 6729 11043 138050 103075 7447 15328 2242 7164 3596 13086 34975 328 3268 2229 533 1696 306 1390 469 283

Tree=14
num_cat=0
split_feature=48 47 28 17 28 37 28 1 7 7 6 37 6 28 28 6 22 7 28 8 8 17 31 6 28 12 9 33 8 19
split_gain=1327.45 507.978 310.207 203.436 212.978 245.247 199.408 181.59 164.6 204.68 114.502 114.43 110.227 98.9803 43.6147 42.4748 40.5453 34.8899 34.546 27.7642 25.1997 25.16 23.4206 20.194 17.9941 17.7666 17.5188 16.6961 10.7258 10.1005
threshold=-0.72379013895988453 -1.256108224391937 -0.031506778672337525 -0.9409729242324828 0.044069897383451469 1.0000000180025095e-35 -0.0094470065087079984 -0.0026376470923423763 0.046553775668144233 0.0094276140443980711 0.85231199860572826 0.36435024440288549 6.0537413446581929e-05 0.00073300834628753375 0.063583616167306914 1.1509995460510256 0.62034103274345409 -0.13328737020492551 -0.081908166408538804 -0.047564011067152016 -0.032160466536879533 -0.9409729242324828 0.92331615090370189 -0.33496320247650141 -0.1656784117221832 -0.24415712058544156 0.14037865400314334 -0.046015290543436997 0.0063910100143402824 -0.018669236451387402
left_child=1 7 11 10 5 -5 18 16 9 -8 17 21 13 -9 -14 -6 19 -4 27 -1 -12 29 25 -20 -23 -13 -10 -3 -18 -2
right_child=2 6 3 4 15 -7 8 12 26 -11 20 22 14 -15 -16 -17 28 -19 23 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012441952951839561 0.055000388533099305 0.006112282678819512 0.017579348074397025 -0.00054699421558663522 0.0071897612077233995 0.023196499324308579 -0.0016931672969254937 -0.011577307826914312 0.0019735947630129484 -0.014833528742386326 -0.024133238100675962 0.012239184349700564 -0.020061979561943211 -0.038629365080991337 0.016633907813161312 0.0018898942376191566 0.024588480448358031 -0.013962912037146783 -0.0018210392325602237 -0.014208793843335303 -0.055504460441076285 0.0085648549114610926 0.031926352429991228 0.006473918752880118 0.0054552308303011466 0.021068463336916803 0.015873768721811218 0.018954219005378987 0.0025730812908160731 -0.014328757041615001
leaf_weight=118.67504207789898 41.025365799665451 1064.4809658527374 112.14346101880074 59589.928918689489 17584.860164165497 1247.5689186900854 4811.823512211442 450.82332499325275 2381.9575634747744 10810.640115588903 102.95856463909149 1409.1296484023333 2007.7663495838642 2415.9176214635372 95.29935859143734 5600.5237590819597 79.291977971792221 810.07783073186874 3462.7888221293688 1468.9558194726706 238.62902309000492 8193.0404463261366 298.68897061049938 1082.0185701847076 14439.72880345583 1173.1770242452621 285.18529725074768 388.05642521381378 287.74437272548676 6.8949360251426688
leaf_count=487 167 4310 470 245805 71618 5072 20051 1912 9838 46505 479 5655 8862 11835 397 22911 326 3415 14343 6375 1075 33048 1206 4437 58601 4712 1164 1565 1209 28
internal_value=8.60784e-05 -0.00956903 0.00280465 0.00126972 0.00158718 -6.00964e-05 -0.00595869 -0.022232 -0.00870873 -0.0107862 -0.0198363 0.00792599 -0.0276146 -0.0343752 -0.0183991 0.00590956 -0.00854646 -0.0101273 0.00242786 -0.0122167 -0.0460488 0.00666214 0.0178757 0.000153808 0.00658091 0.0162504 0.00345988 0.0095431 0.00732913 0.0450251
internal_weight=142060 31211.4 110848 85286.7 84022.9 60837.5 24287 6924.47 18289.6 15622.5 1263.81 25561.7 4969.81 2866.74 2103.07 23185.4 1954.67 922.221 5997.34 1587.63 341.588 22680.7 2881 4544.81 22632.8 2582.31 2667.14 1452.54 367.036 47.9203
internal_count=587878 133616 454262 350845 345406 250877 102213 31403 77558 66556 5439 103417 23006 13747 9259 94529 8397 3885 24655 6862 1554 91844 11573 18780 91649 10367 11002 5875 1535 195

Tree=15
num_cat=0
split_feature=48 28 8 7 48 0 6 44 6 7 17 6 8 21 28 17 29 28 13 8 23 23 3 28 7 8 14 19 27 28
split_gain=1239.89 445.074 305.002 356.375 221.311 221.007 270.453 148.699 68.0412 59.0653 51.7669 51.4876 51.3608 44.0468 43.5148 39.7961 35.1622 33.3855 30.3164 31.2681 25.9088 25.3244 22.7587 18.6276 16.4427 14.9888 13.3398 9.02798 8.66247 8.54041
threshold=-1.4875389337539671 -0.014725709334015845 -0.014864472672343252 0.042344035580754287 -0.34191577136516565 -0.0015730941086076198 6.0537413446581929e-05 3.7910240888595585 1.3658986091613772 0.016508998349308971 -0.85420712828636158 6.0506041336338974e-05 0.067799687385559096 3.1571753025054936 -0.79964974522590626 -0.78702533245086659 -0.16666287183761594 0.85854277014732372 -0.29739230871200556 0.0074744769372046002 -0.0016591091989539561 -0.0016591091989539561 -0.004409077111631631 -1.2758256793022154 -0.038603294640779488 0.051256868988275535 -0.62155407667160023 -0.011734388303011654 0.03819540701806546 -0.10676064714789389
left_child=5 7 15 4 -4 22 11 18 12 -10 -5 20 -8 23 -15 17 -17 -3 27 -20 -7 -13 26 -9 29 -26 -1 -2 -28 -24
right_child=1 2 3 10 -6 6 8 13 9 -11 -12 21 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.024974093855827044 0.0005724062501579457 -0.0027234356679193706 -0.0091035774339159152 -0.012511724511387916 -0.0019219432235689079 -0.048975405836861531 -0.013087706660548235 0.0022458051956318866 -0.008315318061627287 -0.037222399628921335 0.0034314738166051247 -0.032277893893475164 0.0087295283276588812 0.056560749389622876 0.021563787398158615 0.0083699798275022955 0.0037490804758833073 -0.037743805133700556 0.0063772078622664867 0.0028146700015689412 0.0083809105452494585 -0.0019916912807143626 0.090721356117836216 0.01508961937817236 -0.014814501067401776 0.0027266708373931523 -0.0023637896118187665 0.009446330615770342 0.057042316607907637 0.014671712021634805
leaf_weight=52.897308170795441 346.24965073168278 847.50133286416531 20491.467967271805 586.69145393371582 29270.850059434772 726.38390165567398 2950.4251871854067 355.70209473371506 300.72552852332592 584.40132409334183 22963.518952444196 2190.2577578425407 337.8009497076273 131.05962966382504 418.41466103494167 6998.5616251677275 13642.89453445375 84.04932051897049 12048.65996645391 16259.508726581931 22.817584186792374 80.40045465528965 5.6795715093612698 2929.6863979995251 889.59130366146564 161.71079368889332 1528.6828182041645 4606.01023901999 6.9261920005083075 15.381779760122297
leaf_count=219 1403 3544 87118 2486 120905 3778 12935 1426 1296 2603 94007 10476 1394 549 1691 28526 55651 377 48794 66219 106 362 23 11746 3773 667 6392 18683 29 63
internal_value=-0.000136782 0.00121725 -0.000707154 -0.00233718 -0.00487925 -0.018272 -0.0230995 0.00613965 -0.0143575 -0.0274011 0.00303429 -0.0351807 -0.0108464 0.016022 0.0299112 0.00483223 0.00531581 -0.00588315 0.00500024 0.00433097 -0.0472286 -0.0312055 -0.00522172 0.013699 -0.0111874 -0.0121163 -0.00119442 0.00882589 -0.00209585 0.0351799
internal_weight=141835 131981 94885.5 73312.5 49762.3 9854.08 7193.21 37095.3 4173.35 885.127 23550.2 3019.86 3288.23 3834.86 549.474 21573 20641.5 931.551 33260.4 28308.2 749.201 2270.66 2660.87 3285.39 1072.36 1051.3 1588.51 4952.26 1535.61 21.0614
internal_count=587241 543125 392614 304516 208023 44116 32950 150511 18228 3899 96493 14722 14329 15412 2240 88098 84177 3921 135099 115013 3884 10838 11166 13172 4526 4440 6640 20086 6421 86

Tree=16
num_cat=0
split_feature=48 28 28 17 48 1 34 44 8 8 44 48 0 21 55 28 23 0 1 23 8 1 0 28 0 20 55 25 1 28
split_gain=1119.86 398.945 286.8 280.582 225.055 206.657 151.337 133.503 121.631 125.635 87.7222 70.3559 55.2764 39.9793 42.1429 41.4481 37.1652 27.3622 27.3299 26.0778 26.0208 19.7974 13.6915 14.3631 11.8214 11.676 10.6109 11.074 10.5754 9.40921
threshold=-1.4875389337539671 -0.014725709334015845 0.044069897383451469 -0.9409729242324828 -0.34191577136516565 -0.0026376470923423763 1.5559740066528323 3.7910240888595585 0.067799687385559096 0.00073723815148696314 1.0000000180025095e-35 -2.2512876987457271 0.00024221432977356019 3.1571753025054936 0.092965848743915572 -0.27692525088787073 0.0022488698596134786 -0.0027339300140738483 -0.02048446889966726 -0.001431425509508699 -0.0059315217658877364 -0.0028148612473160024 -0.0035486744018271561 -0.098372090607881532 -0.0036085704341530796 -0.028069517575204369 0.83712911605834972 1.9377453327178957 -0.0033751516602933402 0.119200736284256
left_child=5 7 4 12 6 17 -3 18 9 25 -6 -11 -4 14 -9 -15 -5 22 24 21 -20 -19 23 -1 -2 -7 27 -10 -24 -21
right_child=1 2 3 16 10 8 -8 13 26 11 -12 -13 -14 15 -16 -17 -18 19 20 29 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012636182840150029 0.007869344413579336 -0.0055946601092762517 -0.0053343974470289263 0.0073214991984315875 -0.00052417231180268648 0.019758696733470686 -0.027183900767273131 0.017621011379167727 0.015534715582226863 -0.037231458815864926 0.014041416491891553 -0.023636975826534394 -0.032270716140779677 0.043700704503942193 0.0052273398678725101 0.014502709998400455 0.0032509092953859797 -0.015732622278304735 0.0062289588570677524 -0.0025582013999446611 0.0028456824671470849 0.034373586802583782 0.019131148252469272 -0.0053462441315713718 0.029890126834822589 -0.0028866352380762066 -0.010039235778359983 -0.049648185046407958 -0.025352359250568935 0.028514439805653703
leaf_weight=137.48749002814293 5426.9715131223202 24859.043204143643 313.76858745515347 11538.170638307929 41449.008069634438 75.46343606710434 946.79621595144272 2052.6828166246414 244.37262220680714 1468.7242023944855 1194.9462284296751 3932.8396366685629 673.0301108956337 261.25591014325619 1233.9859754294157 286.14949870109558 13879.371886357665 1453.2748180180788 9946.316907659173 440.0705918520689 17836.732685312629 22.493019446730614 122.47341930866241 1348.677574083209 69.353646889328957 419.46473468840122 67.79632169008255 7.5474583059549323 17.109708428382874 29.190461218357086
leaf_count=557 21992 104966 1321 47016 170688 322 4107 8218 1007 7329 4888 18043 3015 1093 4954 1147 56613 6436 40202 1890 72624 101 511 5646 281 1772 279 31 72 120
internal_value=-0.000130143 0.00115272 -0.000670069 0.00402223 -0.00248011 -0.0174282 -0.00638675 0.00581138 -0.0232653 -0.0249916 -0.000116023 -0.0273334 -0.0237059 0.0151765 0.0129678 0.0284378 0.00509873 -0.00726672 0.00473244 -0.0115084 0.00405689 -0.0149689 -0.00219207 -0.00368266 0.00814721 0.000566178 0.00857297 0.0135819 0.0136785 -0.000625323
internal_weight=141755 131968 94854.1 26404.3 68449.8 9786.99 25805.8 37113.4 6216.21 5896.49 42644 5401.56 986.799 3834.07 3286.67 547.405 25417.5 3570.78 33279.4 1945.03 27783 1475.77 1625.75 1486.17 5496.33 494.928 319.716 251.92 139.583 469.261
internal_count=587241 543125 392614 107965 284649 44116 109073 150511 28783 27466 175576 25372 4336 15412 13172 2240 103629 15333 135099 8547 112826 6537 6786 6203 22273 2094 1317 1038 583 2010

Tree=17
num_cat=0
split_feature=48 28 6 28 6 17 0 6 28 44 6 8 7 23 20 8 8 6 55 17 3 9 18 23 2 49 9 26 8 3
split_gain=1011.02 364.184 327.276 499.231 228.094 215.196 189.714 247.388 158.516 147.841 87.8623 69.1013 66.4607 50.5818 48.9185 41.1539 39.0814 24.6376 23.2945 44.6504 19.3789 15.9372 14.8777 14.6329 11.6362 10.0746 13.7524 9.81409 9.61965 9.00546
threshold=-1.4875389337539671 -0.0094470065087079984 6.0548711189767353e-05 0.002070527989417315 6.054261029930786e-05 -0.8667066991329192 -0.0015730941086076198 6.0526574088726199e-05 0.046856014057993896 3.7910240888595585 0.64674586057662975 0.062427941709756858 1.0000000180025095e-35 -0.0016591091989539561 0.040851579979062087 0.0074744769372046002 0.04795315861701966 6.0482174376375049e-05 0.092965848743915572 -0.9409729242324828 -0.004409077111631631 0.019811827689409259 0.042781041935086257 -0.0025928356917574997 -0.18820349872112271 -0.36369965970516199 -0.0076886822935193768 2.1983313560485844 0.021157374605536464 -0.0043968558311462394
left_child=6 9 3 14 -5 10 20 13 -7 15 -4 12 -9 17 -3 24 -17 -8 27 -20 25 22 -22 -13 -2 28 -27 -11 -1 -23
right_child=1 2 5 4 -6 8 7 11 -10 18 -12 23 -14 -15 -16 16 -18 -19 19 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022598875879138221 0.022823143072735724 -0.00075442483437056587 -0.0070159521324895556 -0.024288699919853361 -0.008407714878976312 -0.00058473163615558536 -0.052886416499210179 -0.00065679120622360308 0.0049095022258440436 0.018379690311732446 -0.03112167293164652 -0.038609979157903325 -0.019434492997477421 0.010125828307145722 0.0084856280053817058 0.00052744202441286326 0.0048225771090820782 -0.036900538797995895 0.023489072852296497 0.004488527224048384 -0.014162223838727695 -0.057964231390525825 0.037270640604444134 0.0086614377885698181 0.0059352420601396678 0.0195369609601358 0.00040273655456085156 -0.015045467939923568 -0.017413476609246269 0.0053080364834757988
leaf_weight=680.14387165009975 115.40967892110348 12296.596420913935 1001.0484188050032 4235.962329402566 6346.9206958115101 36015.767725840211 338.45969872176647 603.11547288298607 24982.559916317463 2340.4614154696465 737.74664948880672 19.377904340624809 4335.304335474968 58.272574529051781 1851.8213066607714 12245.255578622222 11576.310078725219 1355.0770411193371 485.80357719957829 1219.5436503738165 846.29775080084801 6.5279371738433829 16.098616942763329 362.40951646864414 16477.125851005316 126.47158977389336 636.73742558062077 24.937792807817459 142.29235731065273 197.17987954616547
leaf_count=2822 466 50888 4199 18463 26770 149186 1866 2550 101783 9391 3319 80 19772 269 7642 50300 46974 6916 1990 4896 3614 27 69 1497 66758 527 2691 100 600 816
internal_value=-0.000123785 0.0010916 -0.000894071 -0.00605759 -0.0147643 0.00114142 -0.0166168 -0.0211499 0.00166549 0.00499592 -0.0172437 -0.0154618 -0.0171412 -0.0384248 0.000454963 0.00402622 0.0026147 -0.0400954 0.0146231 0.00990123 -0.0045271 -0.0100527 -0.0132021 0.00626214 0.00605271 -0.000812001 0.00357347 0.0180273 -0.00488166 0.00328044
internal_weight=141677 131953 87468.4 24731.3 10582.9 62737.1 9723.77 7072.02 60998.3 44484.8 1738.8 5320.21 4938.42 1751.81 14148.4 40414.1 23821.6 1693.54 4070.75 1705.35 2651.75 1066.1 862.396 381.787 16592.5 1585.65 763.209 2365.4 822.436 203.708
internal_count=587241 543125 362250 103763 45233 258487 44116 32950 250969 180875 7518 23899 22322 9051 58530 164498 97274 8782 16377 6886 11166 4526 3683 1577 67224 6640 3218 9491 3422 843

Tree=18
num_cat=0
split_feature=48 7 7 0 0 1 1 33 16 7 7 7 14 20 33 21 0 7 33 7 1 14 7 21 21 55 23 20 17 7
split_gain=912.939 303.937 457.006 230.997 184.778 179.796 111.763 91.4468 72.8105 74.3093 59.1891 60.5068 55.4751 41.1121 35.341 34.0034 42.6754 29.6568 28.6819 28.0395 27.4492 23.2974 20.631 24.9009 19.2211 15.9649 12.1614 11.3488 9.37726 7.06709
threshold=-1.4875389337539671 -0.0007832700794097035 0.04009512439370156 -0.0015730941086076198 -0.0015650879940949378 -0.0026376470923423763 -0.0026260424638167019 0.3683928400278092 0.059037040919065482 0.14696988463401797 0.063237678259611144 0.016508998349308971 0.0074464594945311555 -0.023485085926949974 -0.29524216055870051 0.36505945026874548 -0.001028330181725323 -0.069568380713462816 -0.25057661533355707 0.028114770539104942 -0.13097606599330899 -0.62155407667160023 -0.1062527261674404 -0.18490891158580777 -0.15877946466207501 1.2873979210853579 -0.0027572716353461142 0.070331171154975905 1.6969386339187624 -0.0007832700794097035
left_child=5 13 3 7 -5 21 12 -3 14 -10 11 -8 24 15 -4 18 -17 25 -2 -14 -19 27 28 -24 -7 -15 -12 -1 -23 -29
right_child=1 2 8 4 -6 6 10 -9 9 -11 26 -13 19 17 -16 16 -18 20 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.039781912531231006 0.0060263444775856961 -0.000843824750422148 0.00395784603901095 -0.012586680949788416 -0.0039162398949066897 -0.021606764901657825 -0.0051528132696857408 0.010571129656418418 -0.00083228237446515663 0.0052778031872813295 -0.015703153816618309 -0.02202987256966538 -0.037092897524762865 0.0045787182406892531 0.0091125809505089479 0.009290002849945812 -0.017786371526190541 0.02206773805872516 0.011302184149337379 -0.020608127576319479 0.0013701192128027177 0.012532096702832974 -0.010632298431688813 0.00010300476139170922 -9.9462822723944626e-05 0.010288384551242646 0.011252133380319735 -0.023887027498012085 -0.038842630091449587 0.025397375922477761
leaf_weight=44.631122753024101 9454.4538196623325 19313.470944881439 7218.2881559431553 10398.097916975617 20548.41091299057 880.24012322723866 855.11055257916451 2195.4864619970322 12675.808706521988 10003.610184058547 56.631413042545319 1974.6465458124876 1575.6174228042364 13461.139810681343 7744.6083391755819 315.95449163019657 338.89438492059708 182.64233301579952 4171.7051766961813 355.17350541055202 12378.870335012674 184.3315787166357 2474.2649960666895 804.19628016650677 134.56735530495644 1532.1921174824238 276.91909450292587 17.787798434495926 10.551208361983297 15.11990240216255
leaf_count=187 38503 79755 29479 44620 85773 4185 3712 8947 51994 40667 234 9071 8117 54560 31531 1297 1513 746 16880 1720 50650 752 10809 3405 608 6210 1136 73 43 64
internal_value=-0.000117895 0.00103365 -0.000699784 -0.00389737 -0.00682953 -0.0158457 -0.0213585 0.000321335 0.00375613 0.0018628 -0.0144408 -0.0169299 -0.0287874 0.00476678 0.00662587 0.00707462 -0.00472244 0.00357068 0.00764156 -0.0340605 0.00167106 -0.00636164 -0.00700307 -0.00799896 -0.0187548 0.0051622 0.00667557 0.022371 0.0097506 -0.00124262
internal_weight=141593 131934 90097.8 52455.5 30946.5 9659.79 6108.91 21509 37642.3 22679.4 3163.31 2829.76 2945.6 41835.9 14962.9 14281 654.849 27554.8 13626.2 1930.79 12561.5 3550.88 3473.34 3278.46 1014.81 14993.3 333.551 77.5388 194.883 32.9077
internal_count=587241 543125 372766 219095 130393 44116 28783 88702 153671 92661 14153 12783 14630 170359 61010 58193 2810 112166 55383 9837 51396 15333 15009 14214 4793 60770 1370 324 795 137

Tree=19
num_cat=0
split_feature=48 8 8 0 6 0 6 33 8 16 8 8 23 1 6 21 24 16 6 8 55 14 8 23 27 23 29 5 26 55
split_gain=824.022 269.674 396.906 229.085 452.426 165.092 224.155 88.0403 57.2082 55.6312 73.1366 51.5088 46.7981 39.7088 27.8472 41.1101 26.4879 24.7138 23.9688 23.1679 16.2994 14.5347 14.7956 21.5472 12.809 12.7791 11.4624 7.70998 7.31828 7.11415
threshold=-1.4875389337539671 -0.00074389882502146054 0.039893422275781638 -0.0015730941086076198 6.0543263316503733e-05 -0.0015730941086076198 6.0526574088726199e-05 0.3683928400278092 0.062427941709756858 0.059037040919065482 0.089107710868120207 0.0034240244422107939 -0.0016591091989539561 0.0001867155733634718 1.2149489521980288 1.6111459732055666 -1.3225147724151609 -0.05880076810717582 6.0482174376375049e-05 0.057788373902440078 0.79035103321075451 -0.62155407667160023 -0.020395196042954918 -0.0022824866464361544 -0.0052381879650056353 -0.0025928356917574997 -0.22254462540149686 -0.64217513799667347 -1.1593387722969053 0.85843178629875194
left_child=5 13 3 7 -5 21 12 -3 11 19 -11 -8 18 14 17 -16 26 -2 -7 -4 -18 28 24 -24 -23 -10 -15 -14 -1 -30
right_child=1 2 9 4 -6 6 8 -9 25 10 -12 -13 27 16 15 -17 20 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.038890464365631199 0.0044795795040655905 -0.00058768129539555193 0.0030787059292107606 -0.022357581760612522 -0.0039577748022838252 -0.050726505457721525 -0.0021775714512598109 0.01059795168941137 -0.036372276141857847 -0.002310885113389794 0.004085345334516031 -0.017753126425387764 0.049514968242720066 -0.037738817404353205 0.00021619271639377802 -0.042701492185176375 0.0018844624776913038 0.0076982446372755031 -0.03461891371918329 0.007260509993643297 0.0064104758001946255 0.018715243176033566 -0.0084061530674857405 0.0057509607112595437 -0.0017062114706942145 0.007988319798187404 -0.0034624803133857115 0.0010321232545005582 0.0466797772391307 0.0066288154575919528
leaf_weight=4.888893097639083 14157.451184228063 19332.317954719067 5705.9377940297127 4374.4024211019278 26459.860185936093 323.29276660084724 695.58472216129303 2201.6716830432415 19.206391766667366 7991.4739942848682 13512.039209425449 4183.114595875144 11.486433774232863 27.859279498457909 1212.084382429719 66.113956406712532 8774.4327691495419 12723.116318851709 1315.1103538572788 10700.075744912028 2999.0058425068855 129.99333472549915 1839.1746995002031 361.31925608217716 256.54771527647972 363.04132933914661 1682.7142666727304 46.563389405608177 28.251330107450485 22.285086080431938
leaf_count=20 57501 79810 23468 19245 110774 1866 2969 8962 80 32883 54973 19353 52 114 4944 314 35795 51776 6916 43464 12244 531 7830 1526 1051 1497 6858 217 116 92
internal_value=-0.000112167 0.000978801 -0.000648691 -0.00363868 -0.00656812 -0.0151042 -0.0193875 0.000555957 -0.0139854 0.00348168 0.00170828 -0.0155324 -0.0361403 0.00450706 0.00563959 -0.0020037 0.00214197 0.00600304 -0.0377973 0.0058061 0.00303736 -0.00382634 -0.00440169 -0.00608157 0.0051615 0.00575938 -0.00402072 0.0106255 0.0230284 0.0290185
internal_weight=141520 131921 90277.8 52368.3 30834.3 9599.86 6957.4 21534 5260.95 37909.5 21503.5 4878.7 1696.45 41642.8 28158.8 1278.2 13484 26880.6 1638.4 16406 11773.4 2642.46 2587.04 2200.49 386.541 382.248 1710.57 58.0498 55.4253 50.5364
internal_count=587241 543125 373579 218791 130019 44116 32950 88772 23899 154788 87856 22322 9051 169546 114535 5258 55011 109277 8782 66932 48039 11166 10938 9356 1582 1577 6972 269 228 208

Tree=20
num_cat=0
split_feature=48 47 28 28 17 9 9 38 1 44 13 48 1 23 28 21 7 17 7 21 28 55 7 1 8 13 17 24 49 23
split_gain=726.568 344.138 181.792 137.63 182.492 134.532 167.151 128.021 122.914 91.2669 89.668 76.7665 69.2466 60.5267 44.4395 42.271 29.1094 28.9569 24.4424 21.5784 50.8591 34.1452 20.3819 18.9333 22.8734 16.8839 14.2806 15.6459 10.5358 10.5351
threshold=-0.72379013895988453 -1.256108224391937 -0.0094470065087079984 0.01327242609113455 -0.8667066991329192 0.019179280847311023 -0.011607731226831673 1.0000000180025095e-35 -0.0026376470923423763 3.7910240888595585 0.009677451569586994 -2.2512876987457271 -0.0026376470923423763 0.0019811313832178716 0.35472500324249273 -0.18309804052114484 -0.30352655053138727 -0.56867787241935719 0.032241487875580795 3.1571753025054936 -0.56706458330154408 -0.43162561953067774 0.035175446420907981 -0.026295089162886139 -0.072736360132694231 -0.13668487966060636 -0.59061738848686207 1.3188351988792422 -4.0612390041351309 -0.0032756661530584093
left_child=1 8 7 9 14 6 25 23 16 12 -8 18 -4 -6 -5 -13 -1 -11 -10 21 -21 -9 -18 28 -25 -3 27 -7 -2 -28
right_child=2 5 3 4 13 26 10 19 11 17 -12 15 -14 -15 -16 -17 22 -19 -20 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.032163841627351787 0.064822188398742861 0.0082895312707124118 3.7844484989352808e-05 -0.011238214854647882 0.0054588920273214566 0.0017426611708357606 -0.0048609600445696432 0.018316398310127074 -0.036378467788898756 0.0015617557813485537 -0.013142897851742098 -0.021296702951671857 -0.0048529349714714412 0.0011749088380615294 -0.033640648714120799 -0.0056902107193469269 -0.0097788816523285745 0.028732441366343626 -0.0041224489904241931 0.049734342713818082 0.013448261636441647 0.0073904356168483171 0.0075462737404403887 0.0064410926342902356 0.0027380980421787601 0.00065445996999476867 0.0092344855980638404 -0.014932412230975783 0.0070669032833059571 0.0032672386190943999
leaf_weight=52.697927355766296 8.8909241557121259 1030.1916313916445 15714.09954187274 949.90472595393658 17544.992547184229 721.26382447779179 7269.2465287297964 1522.9239928871393 1090.282624900341 161.28029647469521 7421.0946939736605 2943.7056624740362 16853.499635919929 19628.149320751429 336.96543204784393 584.2720070630312 1652.2795615941286 347.7455692589283 70.24062742292881 154.0517516285181 366.96753050386906 1700.7067371755838 215.63347160816193 5736.7042923271656 25576.325845256448 3869.305343568325 1322.4264794439077 202.41505663096905 4237.5081338733435 2236.7669167369604
leaf_count=214 36 4251 65017 4099 71649 2981 31059 6101 5936 666 32415 14012 70036 80166 1538 2621 7260 1414 343 664 1488 6816 914 23112 104081 16023 5405 846 17158 9256
internal_value=-4.52774e-05 -0.00726317 0.00195271 0.000361713 0.00251759 -0.00432206 -0.00621741 0.00484845 -0.0179757 -0.00214504 -0.00904473 -0.0226017 -0.0024931 0.00319686 -0.0171043 -0.0187121 -0.0066829 0.0201237 -0.0344262 0.0141696 0.0241771 0.0125521 -0.00777885 0.00386687 0.00341651 0.00225985 0.00396049 -0.00191152 0.00718783 0.00548438
internal_weight=141523 30681.8 110841 71536.6 38460 24072.7 19589.8 39304.1 6609.11 33076.6 14690.3 4688.5 32567.6 37173.1 1286.87 3527.98 1920.61 509.026 1160.52 3744.65 521.019 3223.63 1867.91 35559.4 31313 4899.5 4482.87 923.679 4246.4 3559.19
internal_count=587577 133536 454041 294585 157452 102236 83748 159456 31300 137133 63474 22912 135053 151815 5637 16633 8388 2080 6279 15069 2152 12917 8174 144387 127193 20274 18488 3827 17194 14661

Tree=21
num_cat=0
split_feature=48 7 7 48 1 12 0 22 8 16 7 7 20 34 23 17 8 7 8 5 0 7 11 1 25 14 0 55 11 55
split_gain=657.595 243.254 358.993 187.652 173.89 99.4849 89.0256 77.1554 61.1224 57.5321 50.1623 39.3437 37.78 28.6573 28.4823 26.6414 24.9693 23.6686 22.4901 22.4482 20.4683 19.2469 17.5521 15.6272 15.6014 10.8629 10.3937 8.14687 7.76275 9.70023
threshold=-1.4875389337539671 -0.0007832700794097035 0.040770240128040321 -0.72379013895988453 -0.0026376470923423763 -0.26547804474830622 -0.0015730941086076198 0.79554978013038646 0.067799687385559096 0.059037040919065482 0.011204333510249855 0.097593933343887343 -0.022630672901868817 1.4433626532554629 0.0029822073411196475 -0.0090104695409536344 -0.03608396649360656 -0.077107463032007204 -0.08085808157920836 1.5364416837692263 -0.0015730941086076198 0.017982120625674728 -1.3797503113746641 -0.055416153743863099 1.6985557675361636 -0.69685912132263172 -0.0051304288208484641 -1.2189113497734068 -1.0581282973289488 0.75931972265243541
left_child=4 12 3 7 18 13 -5 -3 10 19 -7 -11 14 21 17 16 -14 -2 28 -4 25 -6 -22 -17 -15 -20 -16 -10 -1 -30
right_child=1 2 9 6 5 8 -8 -9 27 11 -12 -13 15 24 26 23 -18 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.027713694758768614 0.010217439480902502 -0.011359791627732891 0.0063733871654910873 0.0011452004230700368 -0.010329169034349567 -0.0047696095352157825 -0.0038584812845036958 -0.0010658456961770858 0.030222106997961625 -0.0010441999235843566 -0.019580557131372515 0.0034838068689826206 0.0033302513214087982 -0.044912093479570703 0.021235277554109869 0.014566411475938301 -0.00079769518924754554 0.0055759597448084017 0.028203745616931206 -0.0041006057778068703 0.009422970498557998 -0.029026840479101826 -0.011090016467458417 0.004977757947265459 0.027384146826750867 -0.0017184022643227253 -0.00084025752629220173 0.0044596058769166246 -0.00078168746777710263 0.029559702729926939
leaf_weight=62.350661531090736 4640.6268513649702 9658.8071347475052 14080.399832382798 17570.965894073248 179.89226412773132 804.48324900865555 23144.922356516123 2594.7314323037863 39.435505658388138 8958.2494890391827 3186.9596904665232 13533.74240860343 12051.269170626998 357.48385642468929 62.121693640947342 510.07131206989288 6251.2676102519035 9212.7708151042461 34.83120658993721 599.25289331376553 127.08283938467503 1101.9068732708693 1502.4261776208878 7462.6393271535635 8.586028188467024 1582.5254630148411 1682.8227506428957 274.38566082715988 134.54432915151119 37.945564314723015
leaf_count=253 18738 41978 57310 72135 852 3514 96573 11049 162 36828 15361 55013 48866 2034 259 2067 25613 37525 143 2451 580 5660 6778 30317 46 6676 6965 1127 549 155
internal_value=-4.32792e-05 0.000922795 -0.000627819 -0.00342971 -0.0135608 -0.0190635 -0.00169914 -0.00918001 -0.0148247 0.00336486 -0.0165954 0.00168036 0.0042608 -0.0301379 0.00632699 0.0030342 0.00192034 0.00713077 -0.00415228 0.00594582 -0.00529787 -0.0264027 -0.00949024 0.00559121 -0.0432164 -0.001074 -5.43473e-05 0.00769698 0.0116865 0.00589303
internal_weight=141450 132015 90141.1 52969.4 9434.84 5953.13 40715.9 12253.5 4305.26 37171.6 3991.44 22492 41873.6 1647.87 15598.3 26275.2 18302.5 13853.4 3481.71 14679.7 3246.87 1281.8 1629.51 7972.71 366.07 1617.36 1744.94 313.821 234.841 172.49
internal_count=587577 543687 373337 221735 43890 28756 168708 53027 20164 151602 18875 91841 170350 8592 63487 106863 74479 56263 15134 59761 14177 6512 7358 32384 2080 6819 7224 1289 957 704

Tree=22
num_cat=0
split_feature=18 28 6 28 6 28 6 38 28 6 6 28 6 8 8 31 55 6 20 7 5 23 0 6 54 9 26 47 17 35
split_gain=459.203 297.269 374.185 464.735 223.193 218.804 169.053 131.908 110.428 79.407 45.5786 43.2578 39.4681 28.8682 32.9928 23.1944 22.8871 20.6198 19.2482 15.469 14.8546 13.1768 12.7132 12.6977 12.5641 12.8959 12.2005 9.082 7.11554 6.09249
threshold=-0.020464387722313401 -0.0094470065087079984 6.0548003602889373e-05 0.0020204392494633798 0.49724406003952032 0.035648154094815261 6.0541216953424744e-05 1.0000000180025095e-35 0.001858749892562628 6.0534348449436954e-05 -0.35306017100810999 0.01327242609113455 1.1229205727577212 0.0099806729704141634 0.053721310570836074 0.92331615090370189 -0.43162561953067774 6.0482174376375049e-05 -0.018821377307176586 0.014900057110935451 -1.0074908733367918 -0.0016591091989539561 -0.0033545338083058591 -1.6567240953445432 4.4988436698913583 0.0048943818546831616 -1.7478882670402525 1.0000000180025095e-35 0.21269976347684863 -1.1418730616569517
left_child=8 7 3 10 11 -6 -5 13 19 17 -3 -4 18 22 -15 16 -9 20 -11 26 -10 -19 -2 -17 25 -21 27 -1 -28 -14
right_child=1 2 4 6 5 -7 -8 15 9 12 -12 -13 29 14 -16 23 -18 21 -20 24 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.046182988223583514 0.0040868668687821502 -0.0028072220176774214 0.0017920773648391075 -0.021605997520503253 -0.0071701035688113693 0.0015616108201063441 -0.0088127589547852686 0.016649305555098602 0.043204598153893575 -0.010345842962548962 0.0031635693786262126 0.0056694856349423853 -0.015695704132969703 5.3810911156282668e-05 0.0040113632419307328 0.052163292813685896 0.0081441686700097632 -0.03076603675181893 -0.028774667559455912 0.00027781957011336462 -0.048436886109960192 0.0031793524386474863 0.0080558951303210686 0.022016107646386816 0.07713082461827056 -0.018588572380519947 0.011334104880273213 0.018659500465448262 0.0354002329901918 -0.043966300918290138
leaf_weight=15.870107993483545 15042.045798972249 8690.2576090842485 14459.244779676199 5185.2498683482409 14228.146727249026 18599.304883390665 6587.5800516456366 1563.3445896655321 5.0707181245088568 1288.003766849637 6120.6513351798058 18325.867091029882 25.185698956251144 12962.517229616642 10886.967051684856 44.332269459962845 2059.6506340950727 1009.2069315314293 181.65470875799656 327.12373425066471 246.54558558762074 33.177745327353477 2669.1873477548361 341.97724169492722 5.2140750885009757 147.73207254707813 130.85960482060909 9.8232297748327237 46.87094709277153 142.94723957777023
leaf_count=65 60835 36203 59980 23840 60002 76249 28312 6274 28 5734 25204 74903 120 53297 44068 183 8302 5686 866 1389 1555 157 10835 1392 21 625 542 40 193 677
internal_value=-4.13805e-05 0.000447927 -0.00128293 -0.00658747 0.000866266 -0.00222291 -0.0144474 0.00394977 -0.0186872 -0.0231597 -0.000339775 0.00395943 -0.0154065 0.00306411 0.00186038 0.0131305 0.0118142 -0.0329726 -0.0126237 0.000497013 -0.0465901 -0.0296856 0.00468502 0.0254758 -0.00469324 -0.00559169 0.0127457 -0.021392 0.0176808 -0.0397315
internal_weight=141382 137766 92196.3 26583.7 65612.6 32827.5 11772.8 45570 3615.29 2931.79 14810.9 32785.1 1637.79 41560.7 23849.5 4009.3 3623 1294 1469.66 683.494 251.616 1042.38 17711.2 386.31 480.07 474.856 203.424 25.6933 177.731 168.133
internal_count=587577 569879 384693 113559 271134 136251 52152 185186 17698 14823 61407 134883 7397 169035 97365 16151 14576 7426 6600 2875 1583 5843 71670 1575 2035 2014 840 105 735 797

Tree=23
num_cat=0
split_feature=18 28 6 0 6 17 6 38 28 6 6 0 28 8 13 31 7 23 55 6 9 16 46 37 6 9 33 46 15 8
split_gain=415.821 262.534 455.722 285.176 198.75 209.663 163.963 127.63 105.717 87.9588 46.9328 41.7817 38.9774 35.6824 29.5844 22.6996 22.4393 21.2555 19.6508 18.565 18.0254 16.2622 14.1401 13.6371 11.0445 10.3273 10.0675 8.10134 7.71353 7.60226
threshold=-0.02038039360195398 -0.0035241957521066065 6.0548003602889373e-05 -0.0015730941086076198 0.4528979361057282 -0.8667066991329192 6.0541216953424744e-05 1.0000000180025095e-35 0.0013533959863707425 6.0537413446581929e-05 1.1229205727577212 -0.074551809579133974 0.01327242609113455 -0.072736360132694231 -0.94883093237876881 0.92331615090370189 0.014900057110935451 -0.0015696143382228909 -0.43162561953067774 6.0482174376375049e-05 -0.016691025346517559 -0.0250390600413084 -0.0072525753639638415 4.3101108074188241 -1.6567240953445432 0.0031628308352082972 -0.18776170164346692 -0.010577575303614138 0.012248370796442034 0.020939086563885215
left_child=8 7 3 11 12 -6 -5 13 16 17 20 -3 -4 21 -15 18 22 19 -9 -10 -11 -2 27 25 -17 -18 -24 -1 -12 -19
right_child=1 2 4 6 5 -7 -8 15 9 10 28 -13 -14 14 -16 24 23 29 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026511707437941179 0.004933320064100041 0.011033514123207983 0.0019026880722570346 -0.021223247918215952 -0.025870227708761705 -0.001184441273060299 -0.0083402866801417681 0.015683147434108848 -0.04437292211091564 0.0064153698505976676 -0.019908432276058364 -0.0023463610291455813 0.0057072350219576984 0.010265926480135662 0.0017507149949847456 0.049701552458223101 -0.00074697026298596624 -0.037276335262425325 0.0078354980960895181 -0.028749400315843887 -0.011899553442053104 0.011936509920502443 0.01356629772442155 0.064368870061122851 0.021511000657402093 -0.015206694007200582 0.052960557979541058 -0.044171386813694043 -0.043854846313787714 0.015930681594508271
leaf_weight=6.1346397995948818 7328.595458433032 709.31177382171154 13926.436159983277 4833.9817820340395 994.79101487994194 33924.972903758287 6515.100644916296 1574.4459953457117 260.33370287716389 169.14099575579166 51.343058973550797 8656.516800224781 16557.085485860705 1182.2735304236412 37460.823562696576 44.069144770503044 338.93842197954655 9.49751168489456 2080.9307843893766 1191.2029148936272 1403.3578175008297 1067.0172723829746 218.03508718311787 7.6933235079050055 341.97532372176647 234.90479911863804 19.88439205288887 17.687932401895523 143.09348645806313 36.65856046974659
leaf_count=25 29517 2929 57725 22479 4487 140435 28061 6322 1650 713 238 35967 67597 4802 153037 183 1428 45 8389 6684 6230 4295 900 31 1394 999 80 72 689 174
internal_value=-3.96519e-05 0.000457838 -0.00132772 -0.00817844 0.000842087 -0.00188769 -0.0138276 0.00346818 -0.0166551 -0.0209763 -0.0129669 -0.00133305 0.00396912 0.00269164 0.00201124 0.0125065 7.38367e-05 -0.0304256 0.0112156 -0.0315515 -0.00992957 0.00582337 0.0129607 -0.00572637 0.0247291 -0.00666611 0.0168587 -0.0259695 -0.0375315 0.0049823
internal_weight=141306 137198 86118.2 20714.9 65403.3 34919.8 11349.1 51080.1 4107.91 3264.63 1766.94 9365.83 30483.5 47038.7 38643.1 4041.42 843.279 1497.69 3655.38 1451.54 1572.5 8395.61 261.742 581.537 386.044 573.843 237.919 23.8226 194.437 46.1561
internal_count=587577 567619 359680 89436 270244 144922 50540 207939 19958 16423 7870 38896 125322 191651 157839 16288 3535 8553 14711 8334 6943 33812 1077 2458 1577 2427 980 97 927 219

Tree=24
num_cat=0
split_feature=48 28 8 8 48 1 48 38 8 7 17 16 21 21 28 7 34 6 12 14 8 34 28 45 10 55 19 33 19 4
split_gain=502.652 200.117 179.382 216.213 147.133 143.62 87.2792 66.2946 56.5475 54.4248 38.9144 49.5233 35.7535 32.625 39.7281 23.8741 23.7312 21.3518 19.9491 19.5216 16.5269 16.3718 10.7716 12.9804 9.91274 9.87442 9.22239 8.46904 6.98811 8.00729
threshold=-1.4875389337539671 -0.031506778672337525 0.0021074865944683556 0.039893422275781638 1.0000000180025095e-35 -0.0026376470923423763 -2.2512876987457271 1.0000000180025095e-35 0.067799687385559096 0.014900057110935451 -0.9409729242324828 -0.05880076810717582 1.6111459732055666 3.1571753025054936 -0.56706458330154408 0.033625729382038123 1.532727122306824 1.1509995460510256 -0.2449584826827049 -0.62155407667160023 -0.08085808157920836 0.070167023688554778 -0.33260795474052424 0.022397384047508243 1.0000000180025095e-35 0.93637138605117809 -0.021598240360617634 -0.046015290543436997 0.078965377062559142 -0.013562992215156553
left_child=5 7 10 4 -4 19 15 22 9 -8 17 -12 -5 18 -15 16 -7 -3 -9 28 25 -22 27 -24 -17 -21 -10 -2 29 -1
right_child=1 2 3 12 -6 6 8 13 26 -11 11 -13 -14 14 -16 24 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025504436657685182 0.0048562723247567901 -0.0063597866855001264 -0.0065550958822873165 0.0022641467662887684 -0.00035622686318864395 -0.02671151938964389 -0.0041576627589778601 0.0055451920617681835 0.029512055601860227 -0.018419184152906398 0.0010909310530503524 0.0053140933574445104 -0.0099325518340650735 0.045800012049094029 0.013922473870632546 -0.030829695316600483 -0.04368779790911672 -0.034545752506406922 0.014359666256611453 0.0051371783354581327 -0.0077465712095781238 0.00028160821237859077 0.003516254066289754 -0.0040835829151700982 0.0041611354424723832 0.035768384180677078 0.0046387926976958803 0.010183835674278569 -0.0041449544668572006 0.09113994514926306
leaf_weight=52.501388788223267 3657.5625749528408 433.47075536847115 26313.75945083797 26798.523394599557 18191.267438620329 949.74437394738197 985.0127821713686 1597.048161610961 50.362402394413948 3172.7155831903219 15027.207454249263 16217.50302477181 692.5750922113657 161.48829635977745 343.23621125519276 31.411570221185684 305.77559725940228 91.41712874174118 1315.2042479664087 184.41830162703991 2076.3961306661367 1087.1019256561995 19366.151579916477 652.56403198838234 82.404377430677414 35.205519288778305 248.39171229302883 1087.3357332795858 20.194194331765175 5.7976229786872855
leaf_count=217 14693 1881 112338 109636 75181 5135 4369 6402 207 15583 61334 66188 2951 712 1398 155 1908 457 5274 750 9161 4755 78241 2633 381 143 1018 4368 84 24
internal_value=-3.79966e-05 0.000800864 -0.000274778 -0.0017386 -0.00402133 -0.0119557 -0.0170361 0.00476156 -0.0134401 -0.0150405 0.00304254 0.00328295 0.00195688 0.0116819 0.0241218 -0.028739 -0.030846 -0.0112688 0.0095259 -0.00340548 -0.00401173 -0.00498777 0.00380667 0.00326852 -0.00549583 0.0100473 0.0088318 0.00607713 0.0227244 0.0320316
internal_weight=141234 131946 103766 71996.1 44505 9287.43 5825.82 28180.6 4456.48 4157.73 31769.6 31244.7 27491.1 3416.98 504.725 1369.34 1255.52 524.888 2912.25 3461.62 3383.12 3163.5 24763.6 20018.7 113.816 219.624 298.754 4744.9 78.4932 58.299
internal_count=587577 543687 429966 300106 187519 43890 28756 113721 21177 19952 129860 127522 112587 13786 2110 7579 7043 2338 11676 15134 14809 13916 99935 80874 536 893 1225 19061 325 241

Tree=25
num_cat=0
split_feature=48 47 9 9 11 7 8 1 0 28 7 14 17 24 24 17 8 24 8 21 45 28 55 9 31 11 3 5 7 31
split_gain=470.69 228.902 127.652 199.505 119.265 86.6218 152.454 81.8761 77.7297 59.0677 55.9495 64.0818 37.8234 33.9696 27.3863 27.2183 24.3059 20.0211 19.5298 18.3397 17.758 17.9283 17.4073 14.9983 13.4342 19.9059 13.0634 12.6764 21.3024 12.835
threshold=-0.72379013895988453 -1.256108224391937 -0.021324904635548588 0.042827455326914794 0.97536173462867748 0.0033224067883566026 0.029884651303291324 -0.0033173885894939299 -0.0015730941086076198 0.0020204392494633798 0.029784815385937694 0.0097981165163218992 -0.63789334893226612 0.55381482839584362 0.55381482839584362 -0.035047659650444977 0.04795315861701966 -2.0497800111770625 -0.08085808157920836 -0.18232702463865277 0.0076620855834335097 0.95610767602920543 -0.85624369978904713 0.15579332411289218 -0.042974317446351044 0.2682881653308869 -0.0052690184675157061 -1.1300765872001646 -0.059440540149807923 -2.1621886491775508
left_child=1 7 15 4 9 27 8 18 -7 -4 11 -9 -6 17 -12 20 -8 -5 22 -20 21 -2 -1 -15 25 -17 -26 28 -3 -29
right_child=2 5 3 13 12 6 16 10 -10 -11 14 -13 -14 23 -16 24 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.013548888803673539 0.004129930526518907 0.0040081053989214094 0.001641675011324509 -0.006451846333264258 -0.014225320795831534 -0.0032713987283372208 -0.0028060942567935199 -0.012620962436745601 -0.012607457732447676 -0.0024719493839029231 0.0046376612611632841 -0.026465930641332906 -0.0055512193143716655 -0.00082751617167085476 -0.014927097697206368 0.0056193923745332264 0.0034711981180183585 0.0054184546144373106 -0.0095118922377653639 0.0040165685333910881 0.00042400592044466578 -0.010363425304336494 0.030241988565708085 0.0034756158791176385 0.011073188078776381 -0.0075473665352054483 0.0038969855562880872 0.052129957189855997 -0.0060482852899283231 0.0037895672944325844
leaf_weight=37.642553597688675 17134.394682049751 1187.165217012167 18954.889343380928 407.99942742288113 1744.8131125420332 3881.5961849987507 3097.2256369739771 1551.4464319944382 7063.5472285747528 20312.48497672379 381.3007193505764 2379.1844666600227 7405.1573446840048 4786.208365470171 424.95302879810333 8054.829132437706 3932.8146341741085 18363.969787493348 1207.4178297668695 367.04890601336956 5305.8022317886353 243.14956696331501 79.037244200706482 4336.8082050532103 2478.0352206379175 335.98856988549232 1000.1481310427189 15.496034711599348 1179.631933838129 3547.3380794227123
leaf_count=153 69767 4822 77553 1654 7307 16432 13419 7594 31752 84568 1746 12647 30667 19541 2004 32657 16159 74618 5395 1564 21640 1035 321 17585 10083 1363 4062 63 4919 14621
internal_value=-8.95861e-05 -0.00593978 0.00151104 0.000300902 -0.00175602 -0.00355229 -0.00538471 -0.0148184 -0.00929651 -0.000486248 -0.0183925 -0.0210012 -0.00720529 0.0038711 -0.00567436 0.00418375 0.000705611 0.00516046 -0.00480758 -0.00635806 0.00310773 0.00392714 0.0161144 0.00121806 0.00624018 0.00509216 0.00900968 0.00200252 -0.00100409 0.00399982
internal_weight=141198 30332.8 110865 76312.3 48417.3 23904.8 17975.2 6428.03 10945.1 39267.4 4736.88 3930.63 9149.97 27895 806.254 34552.3 7030.04 18772 1691.15 1574.47 22683.3 17377.5 116.68 9123.02 11869 8390.82 3478.18 5929.63 2366.8 3562.83
internal_count=587711 133611 454100 313493 200095 102187 77762 31424 48184 162121 23991 20241 37974 113398 3750 140607 29578 76272 7433 6959 92442 70802 474 37126 48165 34020 14145 24425 9741 14684

Tree=26
num_cat=0
split_feature=48 47 9 9 11 47 34 50 7 28 12 34 29 9 21 24 23 8 13 11 35 55 34 8 9 3 9 29 11 33
split_gain=423.066 207.679 114.738 148.822 127.813 80.7518 94.0213 80.2787 65.3984 58.1703 54.2935 43.5725 35.6229 33.3656 32.171 30.4292 21.9126 19.5818 18.8762 16.0685 14.267 16.1064 17.0658 15.9873 13.7064 12.6666 12.7983 12.5086 11.7411 8.36039
threshold=-0.72379013895988453 -1.256108224391937 -0.043812487274408334 0.042827455326914794 0.97536173462867748 0.76390226185321819 1.5559740066528323 -0.14241953194141385 -0.047962991520762437 -0.0035241957521066065 -0.27347439527511591 1.5128636360168459 0.81038707494735729 0.016364340670406822 -0.11772937700152396 0.55381482839584362 0.00061191644635982822 0.069678060710430159 0.0174469193443656 -0.20829007774591443 -1.4077005386352537 1.1295441985130312 1.1531805992126467 -0.18145234882831571 0.093192353844642653 -0.20027834922075269 0.058555357158184058 -0.12911655008792874 -0.95885288715362538 -0.39760848879814142
left_child=1 7 20 4 8 6 9 11 -4 -3 19 14 -6 -12 -1 18 -13 -8 -5 -9 23 27 -23 29 -17 -7 -27 -22 -25 -2
right_child=2 5 3 15 12 25 17 10 -10 -11 13 16 -14 -15 -16 24 -18 -19 -20 -21 21 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.019836366517033084 -0.027397678282318368 0.00051446354403717127 0.006534621477697268 0.0072409486326957305 -0.0073163677851817328 0.079811197121081368 -0.02758053921936093 -0.011769439052609796 -0.00054353112043566598 -0.0056879693650496565 -0.0077353951369406142 -0.036761131889588676 0.011849017426528899 0.0088031620170729696 -0.0016872871245737623 -0.0017698730416489585 0.027429813534938032 0.013885600215472456 0.0036863340452377579 -0.02945112048276002 0.0058178389708917616 0.0086699645720481177 -0.023838526885924988 0.00034979877829410024 0.0025968730900156468 0.0033111883705176722 0.012718995240260376 0.0031028814828313409 -0.011115924359013712 0.0085405141173669121
leaf_weight=2208.9437009096146 18.625490680336952 6000.4890076816082 4001.3403357863426 6329.2527020722628 9031.1940116584301 6.3757199198007575 562.51179388165474 232.28833125531673 43847.859452605247 14538.725383579731 2353.0886862426996 480.60680675506592 280.89726348221302 401.05476142466068 313.2579533457756 3016.1678676456213 15.417418792843817 33.919240012764931 12453.126589372754 381.44862714409828 8976.863788485527 3528.1227512210608 45.951983362436295 2020.8140034973621 6107.933930799365 2235.695368885994 496.37055635452271 10164.28901527822 286.43498900532722 765.38931065797806
leaf_count=11132 75 24848 16214 25614 37519 26 2629 1151 181053 63260 10958 2869 1166 1712 1448 12336 70 139 50658 2084 36456 14311 190 8205 24790 9267 2018 41253 1169 3091
internal_value=-8.51907e-05 -0.00563967 0.00143076 0.000491689 -0.00105723 -0.00336881 -0.00447832 -0.0141291 4.83721e-05 -0.00387594 -0.00850372 -0.0204063 -0.00673825 -0.00532707 -0.0175822 0.00366436 -0.0347659 -0.0252223 0.00488416 -0.0227589 0.00452627 0.00498599 0.008252 0.00114821 0.00115335 0.00519456 0.00502043 0.00437615 -0.00107362 0.00768675
internal_weight=141134 30260.2 110874 85067.8 57161.3 23874.1 21135.6 6386.11 47849.2 20539.2 3367.88 3018.23 9312.09 2754.14 2522.2 27906.5 496.024 596.431 18782.4 613.737 25806.5 22715.2 3574.07 3091.26 9124.1 2738.44 2732.07 19141.2 2307.25 784.015
internal_count=587711 133611 454100 349350 235952 102187 90876 31424 197267 88108 15905 15519 38685 12670 12580 113398 2939 2768 76272 3235 104750 92210 14501 12540 37126 11311 11285 77709 9374 3166

Tree=27
num_cat=0
split_feature=48 9 9 0 13 17 48 45 8 7 7 9 15 46 17 8 7 22 28 15 20 14 12 34 9 0 7 46 2 26
split_gain=387.825 186.856 287.153 145.43 118.063 117.904 72.6968 55.0211 41.697 39.8739 34.0167 32.9996 44.0426 25.4264 25.3116 23.3907 25.3035 32.9262 18.7388 24.6192 19.6784 15.3345 13.0304 12.3235 10.892 10.7193 10.3232 10.1839 9.34885 9.23712
threshold=-1.4875389337539671 -0.021324904635548588 0.034104272723197944 -0.0015730941086076198 0.0078586940653622168 -0.65360906720161427 -2.2512876987457271 -0.066582679748535142 0.067799687385559096 0.015223460271954538 0.032678209245204932 0.093192353844642653 0.068159669637680068 0.0054251758847385654 -0.35666325688362116 0.047026967629790313 0.011204333510249855 -0.076105076819658266 1.3233730196952822 -0.30794598162174219 -0.018522802740335461 0.010404509957879783 -0.27652320265769953 1.5559740066528323 -0.11560960114002226 -0.016334249638020989 0.029420922510325912 -0.01143160695210099 -0.0051882800180464974 2.1983313560485844
left_child=4 14 3 7 15 -5 10 -3 9 -8 21 12 -4 -13 18 16 25 -18 20 -20 -2 -6 28 -10 -24 -1 -17 -12 -16 -28
right_child=1 2 11 5 6 -7 8 -9 23 -11 27 13 -14 -15 22 26 17 -19 19 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.013802872360965491 0.0045000154510278327 0.014393534267898116 0.0038111332272509602 -0.011126549522460409 -0.018809638360777845 -0.0034643357611521303 -0.0043338613558156569 -0.00012730389329782387 0.0020929731826889665 -0.017177965636464093 -0.023291080736389486 0.0068753284586856051 -0.0019689665011151641 0.002945034924048883 0.0098752298710190842 -0.061539401333035072 -0.010786639626203878 0.0041350839452254633 0.044014033137467941 -0.019252426607272433 0.00087360342417751899 -0.033685807589606216 0.0067054932038974361 0.033367015192677166 0.0042050146266782206 -0.00052273116157690043 0.010723920995254963 0.0094829011819166642 -0.010791123492414307 0.057356985965657845
leaf_weight=171.57223063707352 7593.3580600619316 756.23330794274807 9140.2549318373203 7035.7982125133276 253.65788964927197 28459.563539907336 901.61761793494225 23847.407093644142 271.83833459019661 2749.0649501085281 38.906942591071129 8714.3819927573204 6224.9186558127403 9849.7392807304859 82.605178967118263 5.3278197497129431 2073.5448699891567 519.44980365037918 19.009420394897461 189.62925651669502 9414.7692677229643 836.61623406410217 8237.2536654621363 40.690952450037003 12054.698826745152 1012.9707577675581 245.02905079722404 84.414886489510536 240.50829042494297 12.542403161525725
leaf_count=711 31044 3109 37248 30223 1412 120103 4036 98125 1114 13847 181 35294 25548 39941 335 22 9600 2248 77 813 38342 5023 33280 166 49105 4299 1026 409 978 52
internal_value=-8.09917e-05 0.000653706 -0.000611821 -0.0028125 -0.0105914 -0.00498312 -0.0158907 0.000319018 -0.0124152 -0.0140058 -0.0272405 0.00328625 0.00146943 0.00479 0.00379908 -0.00380175 -0.00486559 -0.0077974 0.00229897 -0.0134881 0.00249263 -0.0302248 0.00505191 0.00616482 0.00522005 0.00155223 0.0114842 -0.000856999 -0.00550769 0.0129947
internal_weight=141077 131860 94028.3 60099 9217.24 35495.4 5176.81 24603.6 3963.21 3650.68 1213.6 33929.3 15365.2 18564.1 37831.8 4040.44 3777.54 2592.99 17216.8 208.639 17008.1 1090.27 20615.1 312.529 20292 1184.54 262.899 123.322 323.113 257.571
internal_count=587711 543565 389591 251560 44146 150326 26188 101234 19163 17883 7025 138031 62796 75235 153974 17958 16858 11848 70276 890 69386 6435 83698 1280 82385 5010 1100 590 1313 1078

Tree=28
num_cat=0
split_feature=48 34 47 1 1 21 8 9 34 9 6 17 6 47 28 21 2 9 28 9 33 8 6 8 51 24 46 29 17 6
split_gain=350.213 180.462 119.205 95.1448 113.27 87.871 73.3369 72.3332 70.6712 70.3908 63.1657 39.4153 38.4957 37.8036 35.2741 37.899 33.2632 31.5782 30.2645 34.0364 29.0474 25.6038 25.324 24.661 16.7968 14.2954 14.2242 12.4423 9.91863 9.72571
threshold=-0.72379013895988453 1.5559740066528323 -0.5827713906764983 -0.0026376470923423763 -0.0026260424638167019 -0.19246005266904828 0.031820237636566169 0.093192353844642653 1.3106893897056582 0.019179280847311023 1.0673215985298159 -0.44063122570514673 6.0526574088726199e-05 0.76390226185321819 -0.2991290539503097 2.2328716516494755 -0.063365582376718507 -0.024044124409556385 -0.0020915544591844078 -0.020466274581849572 0.18418574333190921 0.011317168828099968 0.36022388935089117 0.20112089812755587 -0.26532082259654993 0.029477830976247791 -0.0040052880067378274 -0.24811669439077375 1.1528858542442324 0.094610657542943968
left_child=1 2 5 11 18 9 12 8 -6 -1 -7 14 28 17 15 -2 -16 -4 27 -20 21 -13 -22 25 -9 -8 -14 -5 -3 -25
right_child=3 6 13 4 7 10 23 24 -10 -11 -12 20 26 -15 16 -17 -18 -19 19 -21 22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.011498170013473525 0.006546046922906318 -0.04205016058754163 0.004726496037501241 -0.021563529074278109 0.00051797487891052025 0.0032195471859337225 0.014805266166988703 0.0089751531835126405 -0.0051592148587948786 0.0027123481821082554 -0.015250540812996621 0.0051551032929468511 -0.0016379396595135236 0.0049268299491709846 0.0090762910949513873 0.037760341524451228 -8.9333335083887104e-05 -0.0031953700556416127 0.0009639698388255101 -0.013156789625034047 0.0093829315564448179 0.0019770881364826105 -0.0019172242708439895 0.0034887656959861715 0.0033100294474819004 -0.014648491530382305 -0.024130777309998516 -0.00084018891224151742 -0.012369800572484494 0.044244502575681466
leaf_weight=9592.3576959371567 1254.141366481781 501.82528835535049 1637.8697232455015 85.89466592669487 31961.115621224046 2757.9212771803141 56.937646299600601 1714.7925649434328 7629.5389174222946 1090.4557495564222 640.99318240582943 12696.380006194115 94.296207442879677 2613.3753115087748 1185.2080279141665 119.69038546085358 18061.633017107844 10316.267258182168 579.45372621715069 2779.4138627201319 4099.1671212315559 16216.385046243668 644.69011005759239 29.239149570465088 10304.477796167135 247.46654753386974 486.08076286315918 1549.3090614378452 33.754920437932014 37.59482653439045
leaf_count=44846 5032 3157 6723 354 131483 11992 258 6931 31579 4580 2883 51476 459 10781 4843 523 74054 43958 2389 11706 16566 66390 2630 120 41805 1151 2340 6339 211 152
internal_value=-7.70186e-05 -0.00514329 -0.00420885 0.00129994 -0.000220342 -0.00768607 -0.0231442 0.000517173 -0.00057608 -0.0100476 -0.000263683 0.0028854 -0.0299325 -0.000847588 0.00106073 0.00926549 0.00047508 -0.00210997 -0.007842 -0.0107208 0.00400333 0.00337264 0.00784724 -0.00273857 0.00411827 -0.00913928 -0.0204763 -0.00192875 -0.0401796 0.0264143
internal_weight=141018 30136.4 28649.2 110881 56604 14081.7 1487.2 51609.9 39590.7 10682.8 3398.91 54277.3 1115.96 14567.5 20620.7 1373.83 19246.8 11954.1 4994.07 3358.87 33656.6 28912.8 4743.86 371.238 12019.3 304.404 580.377 1635.2 535.58 66.834
internal_count=587711 133611 125763 454100 232586 64301 7848 211798 163062 49426 14875 221514 6167 61462 84452 5555 78897 50681 20788 14095 137062 117866 19196 1681 48736 1409 2799 6693 3368 272

Tree=29
num_cat=0
split_feature=48 7 7 1 1 1 45 48 16 7 7 13 7 16 14 7 7 26 37 7 14 6 6 16 2 24 29 49 7 7
split_gain=321.073 151.903 166.183 121.763 137.774 111.223 60.4042 57.87 41.8919 32.6641 36.8996 27.4379 27.3427 23.4423 22.7418 22.274 20.9477 20.4701 18.639 16.6253 17.6873 16.6772 16.3641 14.6443 10.8785 10.7699 10.6974 10.2624 9.53086 8.54401
threshold=-1.4875389337539671 -0.0058368276804685584 0.049564968794584281 -0.0026376470923423763 -0.0026260424638167019 -0.0026376470923423763 -0.076726187020540224 -2.2512876987457271 0.074977688491344466 0.063237678259611144 0.014900057110935451 0.021315465681254867 0.032678209245204932 -0.035270389169454568 0.010404509957879783 -0.36339356005191797 0.11889678612351419 -1.3745900392532346 1.1213555335998537 0.042344035580754287 0.0048368582502007493 -1.2222816944122312 0.87107390165328991 -0.017469510436058041 0.022968115285038952 -1.36272257566452 1.0578810572624209 2.2603604793548588 0.011204333510249855 0.058538999408483512
left_child=5 11 3 6 -5 19 -3 12 22 10 -9 17 14 15 -7 -13 -10 25 -15 20 28 -22 -4 -19 27 -2 -11 -21 -1 -14
right_child=1 2 8 4 -6 7 -8 9 16 26 -12 13 29 18 -16 -17 -18 23 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028495532804645994 -0.0072926207124498149 0.014875406327604274 0.0051235760504815446 -0.011870885404524252 -0.0028086596745704835 -0.015448835038728717 -5.4747297932023334e-05 -0.0038071956505216728 -0.0015435071974255938 0.0026712254377081919 -0.01556227703855995 0.0050091603051039928 -0.0091283417041152417 0.0049289493158010938 -0.031417610212173097 -0.0018342155532856982 0.0022481351970080046 0.0042731762487093952 -0.0042748882669317954 0.013966109896448156 0.0070757077098906346 -0.014540821769424495 -0.0014604706295288474 0.0079747958005330199 0.079170211364401236 0.0020471061781335226 0.055765257162479251 -0.010314694110659686 -0.0038690993630390632 0.021736899763299282
leaf_weight=986.08384981751442 573.66191038489342 782.78547266125679 13567.320886746049 5704.316037401557 27103.063551515341 360.9521217495203 27585.084337666631 996.11231100559235 6754.4413745552301 332.07805383205414 3037.2726998776197 1697.5159973204136 88.4777702242136 5701.2495651245117 818.77663713693619 6273.4966982901096 10387.077603042126 19425.239658460021 693.22007849812508 217.15704254806042 121.49764175713062 573.37789449095726 1150.2732009142637 3550.9998842328787 6.2549317926168433 877.02415272593498 11.013045325875281 63.104924261569977 1488.1453272253275 35.22141632437706
leaf_count=4147 2330 3227 55036 24743 113898 1971 114796 4461 27677 1362 15427 6866 446 23141 5059 25552 42110 78610 2890 909 526 2678 4713 14415 26 3561 45 264 6676 149
internal_value=-7.32278e-05 0.000592645 -0.000569093 -0.0021856 -0.00438434 -0.00968186 0.000357237 -0.0142433 0.00253489 -0.0113237 -0.0126592 0.0033788 -0.0240461 0.00154077 -0.0265318 -0.000376842 0.000754077 0.00445974 0.00393117 -0.0021844 -0.00328976 -0.0107612 0.00460899 0.00484527 0.0100418 -0.00164621 0.00437552 0.00849895 -0.00119144 -0.000339945
internal_weight=140962 131827 93034.4 61175.2 32807.4 9135.53 28367.9 5679.9 31859.1 4376.48 4033.39 38792.4 1303.43 14365.5 1179.73 7971.01 17141.5 24426.9 6394.47 3455.62 3169.1 694.876 14717.6 22976.2 286.517 1450.69 343.091 280.262 2474.23 123.699
internal_count=587711 543565 386200 256664 138641 44146 118023 28920 129536 21295 19888 157365 7625 58449 7030 32418 69787 98916 26031 15226 14027 3204 59749 93025 1199 5891 1407 1173 10823 595

Tree=30
num_cat=0
split_feature=48 28 9 9 34 14 9 21 17 6 12 9 34 53 28 23 33 55 28 6 8 28 13 33 8 11 23 31 4 55
split_gain=297.759 161.488 150.702 233.919 112.678 79.6017 73.2063 45.4365 42.1747 42.3879 34.0969 33.2784 26.7349 26.7049 23.5692 19.2335 17.5494 17.6853 16.273 14.6696 14.1982 13.1088 12.6222 12.1557 12.0435 10.7534 10.7332 8.61882 8.33489 7.83068
threshold=-1.8694132566452024 -0.031506778672337525 -0.021324904635548588 0.022498252801597122 1.5559740066528323 0.0074464594945311555 0.011132972780615093 3.1571753025054936 -0.9409729242324828 1.4106664657592776 -0.15251626074314115 0.19367239624261859 1.468370318412781 0.77570027112960827 -1.0695331096649168 0.0034858100116252904 0.45067523419857031 -0.41853325068950648 0.014340383466333153 -0.184889942407608 0.030253269709646705 0.068089891225099577 0.039613634347915656 -0.21336489915847776 0.028246073052287105 -1.3797503113746641 -0.013019766192883251 1.0971456170082095 0.03476646542549134 -0.15660303086042401
left_child=5 7 8 4 -4 15 12 16 9 -3 -10 -5 20 14 -9 19 25 -18 26 28 -7 -21 23 -17 -14 -2 -8 -15 -1 -20
right_child=1 2 3 11 -6 6 18 13 10 -11 -12 -13 24 27 -16 22 17 -19 29 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001218205870531022 0.00068721835061280395 -0.0074338892083691899 -0.0033645463781880368 0.0010790205945903607 -0.017778239107720067 -0.02248441393128232 -0.038667820963102804 0.044109404931655806 0.0056293159677990043 -0.060235704406491057 0.0016967260302663603 0.005209691399557511 -0.03952160579114946 -0.0078596254886969339 0.016492584605475182 0.0058326270347595468 0.011564443885135375 0.0041397639306865273 0.036100327224168893 -0.011170753873796103 -0.0086618225506603815 0.04841431230816122 -0.0098313546618407424 0.044525629718520088 -0.019349937811718478 0.003672718007507788 -0.0018751220118959674 -0.07849437117809796 0.053260699528368906 0.0066011773202182293
leaf_weight=651.91844365000725 4080.6255330741405 397.827103510499 48954.688550457358 24517.528034567833 1572.4337749034166 1413.6666003316641 24.370924592018127 105.81528459489346 10657.458788722754 47.842597112059593 14784.427904993296 7055.1876399666071 356.7856877669692 64.897750213742256 483.19951745867729 45.595637544989586 1482.3584119826555 2298.528640627861 45.186870023608208 1067.760851636529 244.90154634416103 10.473198071122168 42.328817799687386 45.632111087441444 108.403504088521 19993.377477556467 258.60153651237488 5.244613602757453 7.9851277023553839 57.370024457573891
leaf_count=2784 16431 1736 207870 100638 7199 7707 106 478 43509 239 60350 28585 2418 267 1986 206 5964 9224 194 5306 1201 44 195 205 626 80614 1219 22 34 247
internal_value=3.52198e-05 0.000471733 -0.000465009 -0.0015768 -0.00381311 -0.0135655 -0.0197357 0.00401933 0.00306093 -0.0131022 0.00334407 0.00200205 -0.0235927 0.0177726 0.0214539 -0.00529356 0.00369387 0.00705073 0.0015114 -0.00678285 -0.0204434 -0.010592 0.0140883 0.0251869 -0.034821 0.00316667 -0.00504388 -0.0131411 -0.000558987 0.0195986
internal_weight=140882 136501 107987 82099.8 50527.1 4380.98 2509.29 28514 25887.6 445.67 25441.9 31572.7 2123.76 659.157 589.015 1871.69 27854.9 3780.89 385.529 1738.14 1658.57 1078.23 133.557 91.2277 465.189 24074 282.972 70.1424 659.904 102.557
internal_count=587604 565112 450126 344292 215069 22492 13718 114986 105834 1975 103859 129223 11952 2753 2464 8774 112233 15188 1766 8168 8908 5350 606 411 3044 97045 1325 289 2818 441

Tree=31
num_cat=0
split_feature=48 28 17 28 44 14 9 6 21 21 11 28 8 8 6 23 33 33 55 6 6 20 26 24 28 13 9 6 1 46
split_gain=269.045 144.818 143.01 146.844 193.738 72.9792 67.1153 49.3072 74.3451 40.9693 30.941 24.3448 19.979 24.4494 18.5124 17.2379 17.0746 15.7549 15.9945 15.1681 13.2607 12.5378 12.3064 12.256 11.7018 11.5801 10.3827 9.62108 8.00498 7.49787
threshold=-1.8694132566452024 -0.031506778672337525 -0.79383328557014454 0.044069897383451469 3.7910240888595585 0.0074464594945311555 0.011132972780615093 0.58021259307861339 -0.15674749761819837 3.1571753025054936 2.0909203290939335 -1.0695331096649168 0.030253269709646705 0.017883944325149063 6.0545900851138874e-05 0.0034858100116252904 2.5053989887237553 0.45067523419857031 -0.064638879150152193 6.0537413446581929e-05 -0.184889942407608 -0.031776128336787217 -0.96325433254241932 -0.5619634985923766 0.068089891225099577 0.018969030119478706 0.021776353009045128 -1.1260314583778379 0.0038940092781558637 -0.029008075594902035
left_child=5 9 7 4 -4 15 12 14 -9 17 -5 27 13 -7 -3 20 -13 26 -19 28 29 -21 -17 -14 -22 -24 -2 -11 -8 -1
right_child=1 2 3 10 -6 6 19 8 -10 11 -12 16 23 -15 -16 22 -18 18 -20 21 24 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021105477596629067 0.0021929374240632145 -0.0086174277495876649 -0.0015060000300933789 0.0038525587196893813 0.017642367315034532 -0.010729157431902231 -0.019335131289201404 -0.007487806929422843 -0.031322756994656517 0.058017475408738653 -0.0071106009933686798 0.023828208341658042 0.01829484648180791 -0.027589009113068389 -0.0017271044906279288 0.058061391473893047 0.0047334814419169391 0.010166676545846322 0.0032711547120507891 0.082008720938869017 -0.010629190972725489 0.0074058782937348831 0.019870848666742977 -0.014221213066697382 0.045407607854522851 -0.014643564704761455 0.0045023998325266941 0.02613211089273762 0.01085292249184258 -0.0020050655793208468
leaf_weight=42.123078390955925 15685.62681221962 2452.130215883255 75161.491953894496 24542.284302935004 1514.1351550966501 288.58797262609005 108.41206184029579 973.8723661005497 590.48581275343895 46.596363261342049 745.0812530964613 218.83527754247189 36.710767835378647 1484.1747933030128 1979.4882747381926 15.274498313665388 329.78421208262444 1867.8731203526258 1912.271462187171 6.5002580881118766 1062.8264411836863 238.67370790243149 76.33242991566658 288.09690247476101 10.572012722492216 42.515500083565712 8394.5702457129955 61.888518288731575 31.944556087255478 617.68400454521179
leaf_count=178 63244 10677 315285 99727 6152 1449 517 4147 2798 213 3048 900 175 8858 8292 69 1356 7516 7672 33 5306 1066 340 1470 44 197 33801 284 150 2640
internal_value=3.31381e-05 0.000446741 -0.000440587 2.71896e-05 -0.00112787 -0.0129419 -0.0188947 -0.00839524 -0.0164846 0.00380591 0.00352953 0.0168865 -0.0226303 -0.0248444 -0.0055397 -0.00502608 0.0123501 0.0034974 0.00667842 0.00142971 -0.00644263 0.00938381 0.0132794 -0.0105461 -0.0100773 0.007524 0.00299804 0.0398275 -0.0124645 -0.000529654
internal_weight=140827 136476 107959 101963 76675.6 4350.43 2483.1 5995.98 1564.36 28517.4 25287.4 657.104 2097.57 1772.76 4431.62 1867.33 548.619 27860.3 3780.14 385.531 1733.21 245.174 134.122 324.808 1073.4 118.848 24080.2 108.485 140.357 659.807
internal_count=587604 565112 450126 424212 321437 22492 13718 25914 6945 114986 102775 2753 11952 10307 18969 8774 2256 112233 15188 1766 8168 1099 606 1645 5350 537 97045 497 667 2818

Tree=32
num_cat=0
split_feature=48 12 21 9 9 11 9 9 3 22 6 0 17 5 17 0 25 45 9 33 12 33 46 46 51 9 23 20 9 25
split_gain=248.394 153.029 91.1968 77.6604 105.948 81.4115 73.003 102.922 59.3338 57.1525 48.8562 37.1654 36.1763 28.9601 28.7653 24.6849 20.0019 19.1688 16.3328 15.6751 15.6269 13.1246 12.0895 11.91 11.6286 11.0401 10.9713 10.5004 10.3294 9.83436
threshold=-0.72379013895988453 -0.28097476065158838 -0.19506835937499997 -0.043812487274408334 0.042827455326914794 0.76549679040908825 0.019179280847311023 -0.0046120614279061547 -0.004409077111631631 -0.42492534220218653 0.90988287329673778 -0.0015730941086076198 -0.8667066991329192 1.5364416837692263 -0.79383328557014454 -0.086385946720838533 -0.69580602645874012 0.0096965814009308832 0.34029473364353185 -0.33476774394512171 -0.27747583389282221 -0.016155878081917759 -0.0024750867160037156 -0.0041784720961004487 -0.25039426982402796 -0.1502222269773483 -0.0023992779897525902 -0.031201382167637345 -0.047584157437086098 -2.0074386596679683
left_child=1 8 6 17 5 9 7 -3 19 -5 15 26 -7 18 -12 -4 -13 20 -6 -1 25 -22 -15 -8 28 -2 -10 -21 -19 -26
right_child=3 2 10 4 13 12 23 -9 11 -11 14 16 -14 22 -16 -17 -18 24 -20 27 21 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0076665153102621827 -0.036134276651980698 -0.00069990346867820701 0.035093431072904469 -0.0011496954944426134 0.0031959695935753442 -0.021837507486535259 0.0058957070574239085 -0.0094961030493759657 -0.013494514765404505 0.0029034311968590687 -0.047681513206678079 -0.033928370692367059 -0.0041672291485321863 0.0083032241490749153 -0.0055505736930488115 0.003538543621020419 -0.02078471812424653 0.023717449478746652 0.0068921071263286981 0.08004264747120933 0.0039192164821775597 0.007246643210859249 -0.0016501846998724242 -0.0005291768119180879 -0.023189576148111055 -0.0042962783416380856 0.0083883155666593691 0.012600769201794948 -0.053406078734060017 0.0007284965259857784
leaf_weight=898.85891625285149 37.307903051376343 5725.5673176199198 70.446087837219238 29833.976695463061 19372.577337503433 334.23486506938934 1395.7240787297487 10755.896128989756 169.52226877212524 14533.010625764728 47.049492329359055 588.69636733829975 12387.139531105757 374.07233436405659 1401.8169505298138 6075.7409223914146 726.70523776859045 87.676519811153412 4062.5295837670565 7.9880120605230323 16302.85815268755 4184.4746121168137 4097.8137723058462 1932.7889769971371 48.758709147572517 170.00259041786194 103.74442626535892 34.461334496736526 5.1655288040637961 5009.32186858356
leaf_count=4317 151 24375 290 123342 78696 1463 5780 49857 751 59642 222 3397 51502 1516 6119 25749 4029 355 16400 38 65966 17047 16659 8076 199 691 461 156 21 20337
internal_value=3.11817e-05 -0.00425275 -0.00310137 0.00118815 0.000414542 -0.00089376 -0.00499448 -0.00644035 -0.0167246 0.000177961 0.00183635 -0.0229722 -0.00463149 0.00309089 -0.0069187 0.00390022 -0.026667 0.00373223 0.0038367 -0.00618022 0.00445233 0.00459883 -0.000817584 0.00216493 0.000839106 -0.0100259 -0.0051868 0.0252918 0.0194265 0.000497932
internal_weight=140776 29935 27405 110841 84995.4 57088.4 19810 16481.5 2529.98 44367 7595.05 1588.67 12721.4 27907 1448.87 6146.19 1315.4 25845.6 23435.1 941.308 20694.6 20487.3 4471.89 3328.51 5150.92 207.31 273.267 42.4493 92.842 5058.08
internal_count=587604 133617 120468 453987 349220 235949 88088 74232 13149 182984 32380 8638 52965 113271 6341 26039 7426 104767 95096 4511 83855 83013 18175 13856 20912 842 1212 194 376 20536

Tree=33
num_cat=0
split_feature=48 28 6 6 17 6 6 14 38 9 21 29 34 0 8 35 31 55 12 23 28 11 6 17 15 21 26 1 34 9
split_gain=226.912 128.342 243.936 223.311 117.383 81.3406 69.7293 64.4899 61.172 59.3645 49.2762 33.1824 25.4385 24.1788 27.485 17.7127 16.1182 29.9213 16.7032 15.2876 13.757 12.1198 11.6365 11.5989 10.6458 10.3609 8.37101 7.51438 7.43972 7.25046
threshold=-1.8694132566452024 -0.0035241957521066065 6.0545900851138874e-05 6.0482174376375049e-05 -0.8667066991329192 0.64674586057662975 0.272006705403328 0.0074464594945311555 1.0000000180025095e-35 0.011132972780615093 -0.17128115892410276 0.25087419152259832 1.468370318412781 -0.053544985130429261 0.0074744769372046002 0.93080231547355663 -1.133534789085388 -1.1565124988555906 -0.28382517397403711 0.0034858100116252904 -6.6705713834380717e-05 0.45317099988460546 -0.184889942407608 0.57376399636268627 0.11414925381541254 3.1571753025054936 -0.96325433254241932 -0.019299608655273911 0.99367433786392223 -0.049572627991437905
left_child=7 8 3 11 6 -6 -4 19 13 12 -5 -3 15 25 -15 -9 17 -10 -18 22 -11 -14 29 26 -24 -2 -21 -25 -22 -1
right_child=1 2 4 10 5 -7 -8 9 16 20 -12 -13 21 14 -16 -17 18 -19 -20 23 28 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.024309369088409156 0.0061208708595544559 -0.0027138339888785877 0.0028521487113125753 -0.014534906835985538 0.0023963534318736045 -0.0014337225352107665 -0.019925712955964864 -0.020652382551922404 0.025075639530408769 -0.018500306747181852 -0.0023009923978097634 0.0045495681320240448 -0.048275073447118559 0.0032971185852769393 0.00061356767173661802 -0.0060245339081454108 -0.020430937512452868 -0.0002090466156236022 0.011300766462802305 0.046235722787201235 0.019433284683577277 -0.027587007433210811 -0.0098094309535327971 0.1059132008031133 0.043946498899208972 0.019005425845710536 -0.00084915314246411749 0.030898451245459424 0.0012521505620882289 -0.0015773177578154388
leaf_weight=31.940446883440018 2222.0078424960375 6975.4373850226402 546.19529567658901 6990.2151166796684 41064.614075139165 25093.375090688467 1222.4782363623381 1332.258248180151 152.55332866311073 77.342886373400688 1065.8336473852396 2366.0494500845671 103.82295329868793 17899.692136898637 26731.07322819531 281.69385886192322 47.356760248541832 951.13169620931149 2907.4541308432817 11.966131195425985 88.899078622460365 340.14607982337475 1055.1760658621788 4.4208676218986538 10.45101350545883 190.32844467461109 93.338045984506607 24.756887406110764 218.88347367942333 627.06854654848576
leaf_count=130 8998 29116 2287 32382 169263 104158 5552 7489 615 332 4756 9784 800 72328 109292 1419 191 3825 11798 53 412 2244 5300 19 50 767 422 112 1022 2688
internal_value=2.93203e-05 0.000407249 -0.000850788 -0.00645035 0.000583386 0.000943626 -0.0128915 -0.0119552 0.00250779 -0.0176158 -0.0129163 -0.00087413 -0.0211899 0.00196919 0.00168984 -0.0180993 0.00875089 0.00328585 0.0107922 -0.00451657 0.00148214 -0.0324249 -0.00585864 0.0126945 -0.00928223 0.00713744 0.00450129 0.0422643 0.00650354 -0.000322658
internal_weight=140728 136426 85324.2 17397.5 67926.7 66158 1768.67 4302.16 51101.6 2443.05 8056.05 9341.49 2057.92 47043.1 44630.8 1613.95 4058.5 1103.69 2954.81 1859.12 385.125 443.969 1724.64 134.482 1065.63 2412.34 105.304 29.1778 307.783 659.009
internal_count=587604 565112 357298 76038 281260 273421 7839 22492 207814 13718 37138 38900 11952 191385 181620 8908 16429 4440 11989 8774 1766 3044 8168 606 5350 9765 475 131 1434 2818

Tree=34
num_cat=0
split_feature=12 47 48 9 9 13 21 50 25 47 9 5 5 8 23 4 24 9 7 29 13 21 46 13 4 14 27 13 28 55
split_gain=212.828 132.376 104.808 94.5155 123.164 75.2226 73.0877 38.4858 36.5383 31.059 30.5615 29.0133 28.2094 21.7778 21.1594 20.5554 22.2894 16.8646 14.674 12.7885 30.4607 16.8422 12.567 12.7472 10.4308 11.9845 9.88854 7.67727 6.38114 5.76048
threshold=-0.28232361376285547 -1.256108224391937 0.42183295637369161 -0.043812487274408334 0.022498252801597122 0.0087414816953241842 -0.20222809165716168 -0.14241953194141385 -0.69580602645874012 -1.9294450879096983 0.016364340670406822 1.6397970318794253 0.9137047827243806 0.028561961837112907 -0.0062850043177604667 -0.0051579053979367009 0.96566614508628856 0.04899996146559716 0.027214235626161102 -0.096191000193357454 -0.13668487966060636 0.19851075857877734 -0.022531763650476929 -0.20242239534854886 -0.0051579053979367009 0.01487818453460932 -0.0019075546297244725 -0.74048772454261769 -0.039758581668138497 -0.46863114833831782
left_child=5 2 7 19 6 14 -5 9 15 -2 -9 -6 13 -10 28 16 -7 -14 -17 21 -21 -3 23 -4 25 -16 -26 -24 -1 -30
right_child=1 3 22 4 11 8 -8 10 12 -11 -12 -13 17 -15 24 18 -18 -19 -20 20 -22 -23 27 -25 26 -27 -28 -29 29 -31
leaf_value=-0.084330164833176791 -0.018937296125432195 0.0053135527575784098 0.0027998151085739799 -0.0027062767307253904 0.0029845722000867371 -0.015882128146161769 0.0012142304964566509 -0.0061849251998862161 -0.011663772847173621 -0.0090099208739886066 0.0078267932550594634 -0.0016035109368712059 -0.02847841391876621 0.010597170848073361 0.0002308100132335549 -0.035885709609956164 0.10397369100786483 0.063825934985085042 -0.018065642851284217 0.0051023713903682131 -0.00018118052727421146 -0.0019106774652164309 0.054687314856962793 -0.010639995896955915 0.010057317421439243 0.057047042208538248 -0.010763343435616758 0.0031038802072038451 0.018162030528295146 -0.045638133630601284
leaf_weight=8.8793045282363909 1162.682094335556 13027.040962085128 382.51944026350975 39337.417929142714 34292.43330450356 258.60625561326742 20224.267309188843 2682.2298299595714 864.08889269083738 3710.1285398751497 522.43205605447292 4364.275273874402 303.37934353202581 144.02148859202862 955.66153356432915 505.45412177592516 4.4331582337617865 5.6639233082532874 174.65364944934845 6143.9901594221592 6116.326263666153 974.29958906769753 8.123686805367468 411.47652734816074 73.331220000982285 10.543679088354109 507.68411614000797 3471.6167440116405 5.1154262423515346 17.83550663292408
leaf_count=36 6122 52672 1555 165824 139670 1282 83976 12707 4350 16689 2214 17802 1664 641 4177 2876 22 23 825 24841 24839 4109 33 1679 314 45 2311 14207 22 77
internal_value=2.75037e-05 0.000372826 -0.00486056 0.000892096 0.00013693 -0.0122795 -0.00137506 -0.00841184 -0.0184801 -0.0113787 -0.0039007 0.00246659 -0.012778 -0.00848351 -0.00340373 -0.0264435 -0.0138621 -0.0267867 -0.0313095 0.00371641 0.00246656 0.00481085 0.00185145 -0.00416517 -0.00252375 0.000850815 -0.00813552 0.00322431 -0.0461783 -0.031418
internal_weight=140671 136831 12351.2 124480 98218.4 3839.35 59561.7 8077.47 2260.3 4872.81 3204.66 38656.7 1317.15 1008.11 1579.05 943.147 263.039 309.043 680.108 26261.7 12260.3 14001.3 4273.74 793.996 1547.22 966.205 581.015 3479.74 31.8302 22.9509
internal_count=587604 568939 55206 513733 407272 18665 249800 37732 11683 22811 14921 157472 6678 4991 6982 5005 1304 1687 3701 106461 49680 56781 17474 3234 6847 4222 2625 14240 135 99

Tree=35
num_cat=0
split_feature=48 34 7 7 14 17 7 5 6 6 17 38 7 45 37 24 6 53 46 2 16 4 9 5 25 7 23 24 46 4
split_gain=222.959 131.523 86.7152 116.886 81.4199 77.6027 57.8666 37.3898 36.5407 112.498 87.9525 33.0172 28.8785 28.5414 28.9376 27.3758 22.5979 22.4292 19.2055 18.8126 18.6028 18.3369 16.9265 16.5244 18.8038 17.465 11.8404 11.6913 11.3973 11.2626
threshold=-0.72379013895988453 1.5559740066528323 0.0020101865520700817 0.027214235626161102 0.0092176757752895373 -0.45647506415843958 0.030544045381248001 1.2516613006591799 6.0482174376375049e-05 6.0544911320903345e-05 -0.9409729242324828 1.0000000180025095e-35 0.05065713822841645 -0.04325823858380317 1.1607612967491152 0.21844365447759631 6.0522424973896711e-05 -0.027029504068195816 0.045438671484589584 -0.063365582376718507 -0.6863274574279784 -0.075265679508447633 0.14037865400314334 -1.2095715403556822 1.4652488827705386 -0.0067669991403818122 -0.0086402711458504183 -0.81225693225860585 -0.0040052880067378274 0.016045988537371162
left_child=1 2 23 4 -4 8 16 13 11 20 -11 19 18 21 -15 -5 29 -13 -9 -2 -10 -7 27 25 -25 -1 -14 -8 -18 -3
right_child=5 6 3 15 -6 7 22 12 9 10 -12 17 26 14 -16 -17 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00065241840381736213 0.0079520065857822831 -0.038673733385194857 -0.0040754600885559494 0.0031210118137336837 -0.012369112948975775 0.016104920020292724 0.055041831642936766 -0.0096532676758969479 0.057184549098365858 -0.015531441093869168 -0.00034484963801512694 0.012981985744040844 -0.0071812411416713505 0.0021361999078000973 0.0069275550665306744 -0.0028539617164773552 -0.00041261135795280884 -0.0070595778802318926 0.0056733928600536101 7.1683754774221135e-05 -0.017437543369055574 0.0054926963581971317 0.022901701679003145 0.0032696601410719833 0.016697321307760037 -0.01208788187971001 0.0012283101027618965 -0.009477766741569707 -0.023214390044035967 0.0039626240321899847
leaf_weight=2083.1434334218502 898.7347150593996 388.45526834577322 7222.3081455379725 4146.5001631826162 6161.7082528844476 640.47542555630207 8.0502796322107297 1472.1962298154831 9.4500153213739377 1132.4344925135374 19817.538628593087 970.49345880746841 515.1047093719244 56812.111581847072 3776.1155479848385 4482.6150873824954 70.918115645647049 187.09548558294773 272.1061963737011 16010.853476688266 1346.6080623418093 1599.7762020528316 56.051216349005699 3606.937784537673 318.84912584722042 353.54248391091824 5406.5811043232679 394.1844738945365 467.46736969798803 18.21957290917635
leaf_count=8559 3648 2810 32842 17690 29481 2595 36 6161 41 5107 81539 4010 2087 232218 15225 19433 370 764 1135 65208 5898 6512 227 14900 1316 1531 21969 1866 2395 109
internal_value=7.08649e-05 -0.00400079 -0.00321749 -0.00479264 -0.00789368 0.00116451 -0.0198392 0.00222567 -0.000688352 -0.00212335 -0.00116575 0.00108332 -0.0012687 0.00265203 0.00243482 1.71587e-05 -0.0273338 0.00974277 -0.00726235 0.000490518 -0.0169175 0.00852667 -0.0043842 0.00223229 0.00436024 -0.00119609 0.000496796 -0.00818648 -0.0202109 -0.0367636
internal_weight=140647 29779 28375.6 22013.1 13384 110868 1403.35 70494.5 40373.2 22306 20950 18067.2 7665.99 62828.5 60588.2 8629.12 945.06 1157.59 1744.3 16909.6 1356.06 2240.25 458.286 6362.47 3925.79 2436.69 5921.69 402.235 538.385 406.675
internal_count=587682 133565 125752 99446 62323 454117 7813 287902 166215 92585 86646 73630 31352 256550 247443 37123 5684 4774 7296 68856 5939 9107 2129 26306 16216 10090 24056 1902 2765 2919

Tree=36
num_cat=0
split_feature=48 34 7 7 0 17 28 17 7 0 17 9 51 28 8 9 24 35 14 9 5 7 35 24 28 27 1 24 46 17
split_gain=200.278 119.92 78.0031 103.199 75.2407 69.7141 62.4628 76.2506 53.4963 45.2129 37.5696 37.1932 35.3861 33.8091 33.5267 33.4839 24.5503 21.0146 16.1847 15.1795 14.7634 16.2073 11.9027 10.3725 10.2248 9.99639 9.65633 9.65452 9.46718 7.52789
threshold=-0.72379013895988453 1.5559740066528323 0.00065479933982715021 0.027214235626161102 -0.0015730941086076198 -0.49554803967475886 -0.056551102548837655 -0.9409729242324828 0.030544045381248001 0.0010324353352189066 -0.9409729242324828 -0.090686660259962068 0.8782041370868684 -1.0695331096649168 0.012955179437994959 0.04428174905478955 0.21844365447759631 -1.3045393824577329 0.022720663808286194 0.14037865400314334 -1.2095715403556822 -0.0067669991403818122 1.3111095428466799 -0.81225693225860585 0.20245970785617831 -0.12079723551869391 0.0035384772345423703 -2.5392305850982662 -0.0040052880067378274 1.8765831589698794
left_child=1 2 20 4 -4 6 10 9 18 -8 13 22 -9 -2 17 -16 -5 -13 29 23 21 -1 25 -10 -24 -7 -12 -22 -20 -3
right_child=5 8 3 16 -6 11 7 12 19 -11 26 14 -14 -15 15 -17 -18 -19 28 -21 27 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061778098397489826 0.04610602895183262 -0.037833900414416463 -0.0016277662091132633 0.002953579622388988 -0.010098872010336749 -0.010831198651055961 -0.0067607152874789552 -0.0016828795333791371 0.051318837683223283 -0.027424657629089629 0.0037326881943909769 -0.0013075916311490793 0.0062855299781165988 0.011293029706617264 -0.00043944449967780308 0.0032764211283247435 -0.0027046022197955415 0.003467897417044371 -0.0051247329905729794 0.02164299778024522 -0.014710904496877225 -0.012598288687286911 0.025793633494621097 -0.0090057924774049492 -0.0094555604467474897 0.0047353128351324027 -0.0036086049849802264 0.0046742099689524863 -0.023979591822531808 0.0028392814856735356
leaf_weight=2083.3375150412321 98.488070085644722 300.36172799766064 4323.8332139253616 4149.2567345872521 9237.7308531403542 117.07255880534649 794.87103851139545 27216.632587686181 8.1731459945440275 475.27382843196392 4707.6026599705219 2905.3470132350922 1660.9932679086924 383.45409353077412 27636.094281226397 9040.1623294055462 4479.5507917255163 23730.076980605721 87.103375039994717 56.164297297596931 73.606136217713356 297.92441299557686 126.71175296604633 392.89215476810932 28.273724511265755 11385.548077508807 563.53874227404594 3694.1547304093838 529.76380442082882 13.350443378090857
leaf_count=8559 463 2247 18537 17690 44716 471 3373 112199 36 2312 18935 11825 6822 1599 114113 36635 19433 96542 482 227 306 1291 511 1866 114 45934 2269 15220 2859 96
internal_value=6.68988e-05 -0.00379619 -0.00305126 -0.00451498 -0.00739803 0.00110269 -0.000817823 -0.00178356 -0.0190078 -0.0144929 0.00424289 0.00202238 -0.00122455 0.0184073 0.00151582 0.000476462 1.61966e-05 0.002947 -0.0263017 -0.00416269 0.00223095 -0.00103571 0.00477346 -0.00777646 0.0193632 0.00457688 0.00294783 0.00429551 -0.0213172 -0.036103
internal_weight=140597 29727.2 28339.4 22190.4 13561.6 110870 35900.9 30147.8 1387.81 1270.14 5753.08 74969.3 28877.6 481.942 63311.7 36676.3 8628.81 26635.4 930.579 457.23 6149.02 2381.26 11657.6 401.065 154.985 11502.6 5271.14 3767.76 616.867 313.712
internal_count=587682 133565 125752 100376 63253 454117 147972 124706 7813 5685 23266 306145 119021 2062 259115 150748 37123 108367 5684 2129 25376 9850 47030 1902 625 46405 21204 15526 3341 2343

Tree=37
num_cat=0
split_feature=48 34 21 7 17 7 28 21 7 28 17 5 51 45 37 7 51 13 21 51 4 14 28 16 8 23 8 55 35 52
split_gain=179.906 109.252 72.2433 92.2622 63.0109 61.0663 53.7332 49.6019 49.3862 48.9197 39.3949 33.5143 29.6697 25.7605 25.8633 25.1462 20.6806 18.4692 19.6216 17.815 16.5014 15.5668 14.6042 12.9033 11.8259 10.7033 10.2249 9.53327 9.11946 7.59901
threshold=-0.72379013895988453 1.5559740066528323 -0.19506835937499997 -0.0097913797944784147 -0.45647506415843958 0.048521438613533981 -0.41637296974658961 0.4026020765304566 0.030544045381248001 0.18431010842323306 -0.9409729242324828 1.2516613006591799 0.8782041370868684 -0.04325823858380317 0.4732345342636109 0.05065713822841645 0.37213146686553961 -1.1003180742263792 0.24165970087051394 -0.28575438261032099 -0.075265679508447633 0.022720663808286194 0.0023107397137209777 -1.0598075985908506 0.56913653016090404 -0.0086402711458504183 -0.15930216014385221 -1.6800671219825742 0.93080231547355663 1.0289584994316103
left_child=1 2 3 26 6 -5 10 12 21 -9 24 13 -8 20 -15 16 -13 23 -19 -12 -6 29 -10 -4 -2 -17 -1 -24 -23 -3
right_child=4 8 17 5 11 -7 7 9 22 -11 19 15 -14 14 -16 25 -18 18 -20 -21 -22 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0080578975763976237 0.035023388520601662 -0.048785264279159503 -0.029424871115184527 -0.0074624385780745249 0.015164047215651569 0.0014393824285146965 -0.00089769043349144622 -0.0043016296079375869 -0.013139949905065737 -0.023577274494578027 0.031325219091431357 -0.0088165163665950581 0.0058300636202137379 0.001896157130689172 0.0061810334260803375 -0.0069646507374491583 0.010557780286832128 0.0027307688146608164 -0.0033855801458125855 0.0042851876475436821 0.0051037705156282524 -0.03845640618254878 0.073011123253318502 0.0367598820317021 -0.022758357045346952 0.0010324922823766556 0.0016053472353697361 0.004030615144049266 -0.018077449873696801 -0.029971504204775259
leaf_weight=966.62599061429501 185.2185340821743 82.559308998286724 9.526796489953993 14529.322373330593 641.48940199613571 2543.6642914563417 35172.645335420966 1445.4679310768843 235.30395176261663 497.01017951965332 73.367653355002403 1570.0795083492994 1943.019267603755 56359.926441177726 4255.7227852791548 514.85928571224213 171.68427820503712 5807.126203328371 1974.2175907194614 1019.4993582069874 1601.0323558747768 69.619730249047279 5.779020443558692 62.942877471446991 10.514350369572638 5408.7374798953533 2409.1225444376469 215.10935899615288 540.97804436087608 223.72848929464817
leaf_count=3916 851 686 39 67772 2595 10478 144513 6120 1181 2348 294 6581 7952 230286 17157 2087 715 24780 8589 4088 6512 367 24 259 49 21969 9919 924 2974 1657
internal_value=6.31835e-05 -0.00360201 -0.00289369 -0.00455316 0.00104421 -0.00613618 -0.00062626 -0.000977574 -0.0182021 -0.00923357 0.0100223 0.00199989 -0.00054549 0.00240336 0.00219699 -0.00130866 -0.00690681 0.00142701 0.00117898 0.00610047 0.00798158 -0.0252921 -0.00395212 0.0280593 0.0319195 0.000337407 0.003453 0.00583533 -0.020401 -0.0350427
internal_weight=140546 29675.6 28302.5 20448.7 110870 17073 40346.7 39058.1 1373.08 1942.48 1288.6 70523.5 37115.7 62858.2 60615.6 7665.36 1741.76 7853.81 7781.34 1092.87 2242.52 916.886 456.192 72.4697 195.733 5923.6 3375.75 220.888 610.598 306.288
internal_count=587682 133565 125752 92085 454117 78250 166215 160933 7813 8468 5282 287902 152465 256550 247443 31352 7296 33667 33369 4382 9107 5684 2129 298 900 24056 13835 948 3341 2343

Tree=38
num_cat=0
split_feature=18 17 28 48 3 9 9 17 6 6 17 19 19 32 9 33 26 6 7 6 46 2 6 16 4 6 35 35 5 17
split_gain=167.535 97.7554 79.0507 72.6106 71.7735 55.3844 76.3448 52.0805 57.1727 35.0258 33.2496 32.5043 32.1122 30.8715 40.0486 37.2345 27.914 26.0053 14.9796 13.538 13.0352 12.4526 12.335 12.0543 11.5715 11.3692 10.6988 10.0752 9.85995 8.82758
threshold=-0.020219163037836548 -0.69918018579483021 -0.071594659239053712 -0.34191577136516565 -0.004409077111631631 0.019179280847311023 -0.011607731226831673 -0.89923131465911854 0.94946593046188366 -0.053738566115498536 -0.9409729242324828 -0.022945123724639412 0.03779349476099015 0.06815915554761888 0.093192353844642653 0.20203109085559848 -2.0629943609237666 -0.79470250010490406 0.10561951994895936 6.0482174376375049e-05 -0.0031171698356047268 -0.0064564379863440982 1.1810991764068606 0.020819975994527343 0.0014307521050795915 -0.17603021860122678 -0.40410619974136347 1.0797924995422366 -1.0247468352317808 3.8333438634872441
left_child=4 2 10 5 16 6 -3 8 -4 23 17 19 -9 15 -15 -5 24 -2 -13 -11 22 -7 -18 25 29 -6 -22 -25 -12 -1
right_child=1 3 7 13 9 21 -8 12 -10 11 28 18 -14 14 -16 -17 20 -19 -20 -21 26 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.020752318861442041 0.034748840016513557 0.0019235610983003722 -0.008703899825303358 0.0018993617710177135 -2.4325689018708664e-05 0.0071163575474723984 -0.0039187114309925386 -0.0043948865275314792 -0.033037623629848738 -0.038947744723966018 0.010475502996684746 -0.012181822021962956 0.0052582279891721208 -0.0020827709440448569 0.0027254781930673142 0.0057616396961303667 -0.0012776981252604616 0.0092533031688388813 0.012500343953541236 -0.021204494029587524 0.014369134181225972 0.0018190354200888622 -0.033939202792815384 0.0019468083974019245 0.015866305446351713 0.034606842693234274 -0.0024394255792408361 -0.029361098491786947 2.2202339866933887e-05 0.052096472067517649
leaf_weight=286.55489453673363 181.79564662277699 9146.5839920789003 1444.5951404869556 53786.685038298368 337.37819822132587 1513.4043496847153 20068.667133368552 11484.607539921999 333.91290529072285 133.74193723499775 339.81953324377537 902.99502094835043 1057.1306969076395 11237.683668702841 8581.887020021677 8062.4961664974689 1243.5672407895327 294.31083409488201 74.78984546661377 1247.5234071686864 293.2980168312788 7068.658311098814 33.35119317471981 48.580369383096695 28.418898478150368 28.910273000597954 166.9033677726984 71.175945281982422 997.44089688360691 4.7499458491802207
leaf_count=1718 811 37742 6307 219056 1461 6170 88532 48893 1701 1163 1364 4705 4391 46289 34707 32619 5504 1250 306 6834 1299 29147 161 200 163 118 733 297 4014 27
internal_value=5.96915e-05 0.000407662 -0.00346468 0.000930612 -0.00956602 -0.00099005 -0.00208964 -0.00478485 -0.0132725 -0.0150189 0.00696079 -0.0176882 -0.00358124 0.00181952 -7.95935e-07 0.00240284 -0.00202341 0.0189885 -0.0102939 -0.0229225 0.000625446 0.00275319 -0.00213077 -0.00206347 -0.0164152 0.00270903 0.0082731 -0.0166607 0.00267856 -0.0195645
internal_weight=140502 135600 16133.6 119466 4901.94 37797.3 29215.3 14320.2 1778.51 2845.09 1813.37 2359.05 12541.7 81668.8 19819.6 61849.2 2056.84 476.106 977.785 1381.27 1737.12 8582.06 1276.92 486.045 319.724 366.288 460.201 119.756 1337.26 291.305
internal_count=587682 562993 68731 494262 24689 161591 126274 61292 8008 15084 7439 13008 53284 332671 80996 251675 9605 2061 5011 7997 7697 35317 5665 2076 1908 1579 2032 497 5378 1745

Tree=39
num_cat=0
split_feature=48 17 28 6 6 17 19 28 6 23 22 37 6 6 21 11 6 1 17 28 28 6 1 3 5 14 15 12 8 20
split_gain=153.443 85.1364 76.7913 67.0293 90.8984 64.3836 57.7872 54.6098 50.6914 42.6684 39.5431 50.7226 34.2846 38.4138 34.0127 31.3607 28.3862 22.8973 21.6732 21.5901 18.9098 10.2366 10.1816 8.41912 15.085 11.1635 10.7317 9.91873 9.04206 5.9383
threshold=-1.4875389337539671 -0.49554803967475886 -0.056551102548837655 -0.026587952859699723 6.0526574088726199e-05 -0.89923131465911854 -0.023051641881465908 0.058037035167217262 0.63357654213905346 -0.0016591091989539561 -0.65574550628662098 0.60285875201225292 1.3658986091613772 6.0544911320903345e-05 1.6111459732055666 1.0648040175437929 -0.79470250010490406 -0.0026376470923423763 0.28019566833972936 0.035648154094815261 0.035648154094815261 -1.6567240953445432 -0.002981193363666534 -0.004409077111631631 -1.4731301069259641 -0.69685912132263172 -0.26230746507644648 0.97032788395881664 -0.069219533354043947 -0.026029813103377816
left_child=3 2 14 23 9 8 17 -7 -4 18 11 -8 13 -6 21 -12 -16 22 -5 -14 -19 -2 -3 24 27 -26 -25 -1 -28 -11
right_child=1 6 5 4 12 7 10 -9 -10 29 15 -13 19 -15 16 -17 -18 20 -20 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.0025971207059840708 -0.0039208334572970252 -0.0059963022812184038 -0.0062211814051983168 -0.026795480423084606 -0.0095780552343081426 -0.002743079845209659 0.00028626475090343388 0.0029928965019923185 -0.025891679086285278 0.040888770438380045 0.003616414860220797 0.0096490667134629896 -0.020365092641195223 0.0006679667363652911 0.033055887213236733 -0.00024925147605677498 0.0075638571096477225 -0.019946610753425641 -0.008939964056917344 0.0027196164948035248 0.0085475867257830233 0.0035704339221506202 0.011726541254317536 0.083066031148075023 0.050418748751449305 0.006093738081146746 0.0356215908777196 -0.03554522632592292 -0.0041990410850380093 0.0046807027732218816
leaf_weight=490.67896524071693 568.85916754603386 376.80447499454021 1177.8541516214609 1078.6475180014968 2013.3516852110624 29815.275075137615 47143.219313889742 5526.606379583478 535.23350195586681 29.643587589263916 31075.694373071194 1683.3660744726658 657.50574608147144 2099.8542563021183 193.21633391082287 7275.1679594665766 336.21253126859665 587.27508045732975 232.03142847120762 137.62498795986176 73.624178051948547 5161.2843758016825 120.06869775056839 4.0340237617492667 16.221212670207024 993.93701206147671 16.282015666365623 27.081857413053513 987.08782437443733 22.290962904691696
leaf_count=2054 2291 1592 5031 7350 10572 124994 194735 22427 2691 152 126717 6794 3313 9502 864 29806 1421 2665 1541 617 305 20762 515 17 66 4263 66 111 4340 108
internal_value=5.63733e-05 0.000509443 -0.0014153 -0.00671682 -0.00965692 -0.0023325 0.00145323 -0.00184611 -0.012367 -0.0217676 0.00160945 0.000609061 -0.00629485 -0.00434731 0.00401427 0.0028831 0.0168672 -0.0103097 -0.0236345 -0.0163695 -0.0167724 0.00282674 -0.0017136 0.000555322 0.00303528 0.00680551 -0.003206 -0.0043205 -0.00355286 0.0253478
internal_weight=140456 131650 43314.5 8806.27 6270.95 37055 88335.2 35341.9 1713.09 1362.61 87177.4 48826.6 4908.34 4113.21 6259.57 38350.9 529.429 1157.77 1310.68 795.131 660.899 5730.14 496.873 2535.32 1527.92 1010.16 1007.4 517.761 1003.37 51.9346
internal_count=587682 543610 180481 44072 33155 155143 363129 147421 7722 9151 358052 201529 24004 20074 25338 156523 2285 5077 8891 3930 2970 23053 2107 10917 6494 4329 4423 2165 4406 260

Tree=40
num_cat=0
split_feature=47 12 26 8 7 52 22 7 14 8 16 0 20 22 26 23 25 34 23 33 46 25 24 52 24 45 14 8 7 31
split_gain=146.012 71.1653 63.8416 57.8871 59.2941 68.875 40.0164 38.7427 35.0825 30.0533 27.124 18.5478 16.7648 16.5582 17.5903 16.2534 14.4206 13.3365 11.6876 11.5177 11.0048 11.9959 10.779 9.56997 8.85232 8.22572 7.36754 6.41055 5.88082 2.96793
threshold=-1.256108224391937 -0.28382517397403711 -2.0629943609237666 -0.042578663676977151 0.042344035580754287 0.6309611201286317 -0.58593228459358204 0.12430728226900102 0.011982184834778311 0.016045723110437397 0.059037040919065482 -0.0015730941086076198 0.0081652458757162111 1.6656646132469179 -0.43502824008464808 0.11360239237546922 -0.83321690559387196 0.88629937171936046 -0.0013715280219912527 -0.27371907234191889 -0.0067175873555243007 -0.039725018665194504 -1.6031641960144041 0.72790324687957775 -1.6031641960144041 -0.00016869113460415972 0.014306119177490475 0.031032144092023376 0.063237678259611144 -1.2363653779029844
left_child=2 8 17 12 5 -5 7 9 20 -4 -6 26 22 19 -15 -14 -13 18 27 -8 29 -22 -3 -19 -9 -20 -10 -1 -25 -2
right_child=1 3 6 4 10 -7 13 24 11 -11 -12 16 15 14 -16 -17 -18 23 25 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.017244233596069757 -0.01300778013047591 -0.00040102594985114539 -0.0028001157068639629 0.00047473793197828744 0.0039514807787727211 -0.003244682267410791 -0.0051231150470152339 0.060193576837339509 -0.015463577791568412 -0.0091755605321345995 0.0008801870034829193 -0.028763809673298533 -0.00035719588504398058 0.0038979774652139329 -0.0052985338369149646 0.016225297345035535 -0.014156885819131408 -0.047472122407970586 -0.0091131856841154529 0.011559174978723911 -0.0058641617317867264 0.0052983219501998987 0.0041694894358695975 -0.024232905678730862 0.0067818185946744618 0.053158926604114427 0.0086970801432833377 0.004754814330845126 0.052753101522659121 -0.05858023476076922
leaf_weight=550.81207017600536 5.9659935384988811 1573.7738907635212 3352.5883904099464 45940.573366820812 13142.774928495288 20105.403275936842 146.1271334066987 8.8564129918813688 53.790117785334587 5458.4818828254938 20956.783937841654 295.13322355598211 4440.9949331581593 1083.0918884426355 1268.4121893048286 172.48251132667065 532.21458414942026 57.215956903994083 11.888631567358972 568.66540351510048 822.53955165296793 402.90150806307793 18346.749897152185 233.39756647497416 551.18052698671818 11.945576235651968 104.00068590044975 39.903813153505325 2.820870339870452 12.270167246460913
leaf_count=3647 25 6362 14351 191585 53422 85375 610 36 231 25973 85444 1426 17931 4571 5446 700 2512 504 63 2363 3644 1769 74187 1787 2239 58 440 232 13 52
internal_value=0.000112043 0.000666583 -0.00516137 0.000834388 0.000269142 -0.00065751 -0.00417091 -0.00589057 -0.00872039 -0.00674972 0.00206394 -0.0161916 0.00314167 0.00108464 -0.00106266 0.000262768 -0.0193675 -0.0187285 -0.01429 0.00814877 -0.00280233 -0.00219415 0.00380841 -0.0280242 0.00762647 0.0220973 0.000460829 -0.0157582 -0.0233136 -0.0436711
internal_weight=140254 126908 13345.4 124680 100146 66046 12437.4 9371.11 2228.82 8811.07 34099.6 985.139 24534 3066.3 2351.5 4613.48 827.348 907.984 614.55 714.793 1243.68 1225.44 19920.5 293.434 560.037 23.8342 157.791 590.716 236.218 18.2362
internal_count=586998 525105 61893 515006 415826 276960 55589 42599 10099 40324 138866 4609 99180 12990 10017 18631 3938 6304 4000 2973 5490 5413 80549 2304 2275 121 671 3879 1800 77

Tree=41
num_cat=0
split_feature=18 7 7 0 17 2 16 16 7 21 1 7 7 7 21 6 55 6 21 55 45 33 15 7 5 20 12 9 6 14
split_gain=132.417 74.6865 151.702 82.1321 58.3133 47.5704 42.7577 37.4777 27.7016 27.6056 24.0566 22.5786 20.8857 20.9036 18.5858 17.5054 15.9636 13.966 17.5592 13.5775 12.9842 12.6256 16.4551 13.0795 12.0452 10.4395 10.341 8.83816 5.77931 5.0489
threshold=-0.020219163037836548 0.0045335292816162118 0.037512244656682021 -0.053544985130429261 -0.60143122076988209 -0.0032923403196036811 -0.031748890876770013 0.059037040919065482 -0.045457413420081132 -0.20624444633722303 -0.004732246743515133 0.44278691709041601 0.057013582438230521 0.013508669566363098 2.2328716516494755 1.0184692740440371 0.66909497976303112 1.1810991764068606 1.2277988195419314 0.86948090791702282 -0.0050001507624983779 -0.3380224853754043 -0.029345165006816384 0.013508669566363098 0.29065990447998052 -0.031381107866764062 -0.02653023041784763 0.033047888427972801 0.54341101646423351 0.0007387388322968037
left_child=5 6 3 14 -5 20 8 15 16 12 -10 -9 13 -7 -3 -4 -2 25 -19 26 27 23 -23 -22 -21 -8 -11 29 -14 -1
right_child=1 2 7 4 -6 9 17 11 10 19 -12 -13 28 -15 -16 -17 -18 18 -20 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033955951802225791 0.0012388552449932215 0.0087810718251700223 0.0043317692191996611 -0.0060569679625593498 -0.0017635173842276916 -0.0051588946087261422 0.032476718985409686 -7.2938121367987192e-05 0.00096897946563003542 0.00080695662419392967 -0.0039098411482714323 0.0044995083181713818 0.0026970797592995276 -0.018434499735464571 0.030008252306491231 -0.0033284852780254832 0.0046070066610703932 0.0014009648216344673 -0.022201358104732952 4.1018923546464611e-06 0.0060796720924167881 -0.028479025444677349 0.014802455307637023 -0.005700488211497449 -0.02426880071218495 0.0048959751154821311 0.063434295090761358 -0.070122168248170191 0.048866245801758149 0.010370737723724537
leaf_weight=17.166654661297802 13721.492224752903 1103.2692204266787 15084.030784651637 11889.312555491924 35177.340771198273 402.88859489560127 38.657820925116539 20653.843413934112 6821.288668513298 486.12091625481844 4862.7736526876688 3555.8095056861639 123.86637073755264 1925.2796167731285 129.45927546918392 887.28003108501434 5552.1711337864399 2068.0783589929342 92.502052992582321 101.40095800161362 362.9828959852457 27.590870261192322 233.43476343154907 978.33035212755203 132.42727970331907 13751.283135548234 7.5206453800201407 11.465179786086081 8.114892825484274 12.454882994294165
leaf_count=70 55400 4553 61402 52005 150242 1828 160 84684 27925 2187 20149 14361 515 11567 526 3665 22410 8437 482 495 1538 112 966 4533 659 55957 37 47 33 53
internal_value=0.000105991 0.000413652 -0.000492721 -0.00249437 -0.00284807 -0.00851611 0.00212329 0.00191335 0.000974711 -0.0122924 -0.00106153 0.000598643 -0.0149745 -0.0161372 0.0110103 0.00390621 0.00220912 0.00435253 0.000390466 -0.00322225 -0.00119154 -0.000437172 0.0102275 -0.00251257 -0.0137427 0.00497329 0.00176109 -0.030611 0.0055358 -0.015318
internal_weight=140220 135389 88480.3 48299.4 47066.7 4831.04 46908.2 40181 30957.7 3187.62 11684.1 24209.7 2460.15 2328.17 1232.73 15971.3 19273.7 15950.5 2160.58 727.47 1643.43 1602.34 261.026 1341.31 233.828 13789.9 493.642 41.0867 131.981 29.6215
internal_count=586998 562358 371438 207326 202247 24640 190920 164112 125884 17321 48074 99045 13943 13395 5079 65067 77810 65036 8919 3378 7319 7149 1078 6071 1154 56117 2224 170 548 123

Tree=42
num_cat=0
split_feature=18 9 9 14 17 22 1 46 7 7 51 0 13 26 13 16 24 45 29 0 21 9 49 33 14 4 12 27 33 33
split_gain=121.041 63.638 118.492 68.1282 53.8568 50.6745 42.5405 33.1029 29.1248 19.5209 18.6979 22.2895 21.7624 15.9668 16.8687 12.7626 15.334 12.6998 14.5603 15.5844 12.824 12.4565 12.0829 10.9904 10.9839 10.7098 10.9985 10.3454 9.95079 8.06495
threshold=-0.019883931614458557 0.047277063131332404 -0.021324904635548588 0.080323178321123137 -0.70371678471565235 -0.53756234049797047 -0.0026376470923423763 0.062066920101642616 0.0033224067883566026 0.051835363730788238 -0.15596427023410794 -0.0015650879940949378 -0.14624170213937757 1.6263516545295718 0.0055438473355025062 -0.031748890876770013 0.61349123716354381 -0.0038089285371825095 -0.25838652253150934 -0.00059464492369443167 -0.18814644962549207 0.0040040540043264636 -0.36369965970516199 0.3683928400278092 0.025782180018723014 0.0016218039672821762 -0.26547804474830622 0.089672453701496138 -0.39619186520576471 2.7939054965972905
left_child=5 2 10 4 -4 6 23 -5 21 -10 11 -2 -12 15 22 24 -17 25 19 -19 -20 -8 -15 28 -3 26 -7 -16 -1 -25
right_child=1 13 3 7 -6 17 8 -9 9 -11 12 -13 -14 14 27 16 -18 18 20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.004755040686821704 0.0019957343720914118 0.0033857481013479726 -0.0048915201869583055 -0.0056329121855982489 6.7643374846838034e-05 0.011824915834615007 0.012414105302803288 0.0027856843641560873 -0.015471922768582613 -0.001497869918283722 0.0032158155300425228 0.0058355842878524593 -0.00036366969331488186 0.08439087617608905 -0.0053835037725509178 0.0047817803696107103 0.0016062943424783418 -0.0026733229395689579 0.018870115937864453 -0.031372612875363359 0.002552696516475481 -0.0066545758535232914 0.0052687600127803427 0.023261101299785581 -0.00098154731132195057 0.01845256710493802 -0.035270972201800907 0.011495607820391267 -0.0053105682492309387 -0.038791777543292182
leaf_weight=338.84630377590656 10893.480753913522 3013.4532036483288 7107.2110161110759 12565.460265502334 45741.987561903894 17.608324110507965 161.49279300868511 1464.9769670218229 2903.036040879786 310.87682691216469 8160.0568606555462 6959.2399459928274 11487.987257137895 5.4702806919813147 1570.6886133998632 13175.687460646033 6320.7583365440369 342.79607675969601 150.53473369777203 62.902567610144615 1336.0780959352851 238.11750227212906 609.43738742172718 65.452181667089462 3492.4073137938976 19.177736669778824 66.660188548266888 109.08405289053917 1484.7830762863159 6.4645004570484152
leaf_count=1522 44139 12140 30989 53713 192799 72 686 6181 16390 1286 33047 28293 46941 22 6400 53481 25679 1570 614 305 5603 993 2467 265 14122 84 278 447 6444 26
internal_value=0.000100271 0.000470667 -0.000133693 -0.00147085 -0.00059927 -0.00644795 -0.00906924 -0.00475389 -0.0124424 -0.0141202 0.00225102 0.00349256 0.00112293 0.0027 -0.00153799 0.003074 0.00375229 0.000787828 0.00177634 -0.00712308 0.004205 0.00105157 0.00597264 -0.00263887 0.00104134 -0.0172947 -0.0254301 -0.00428738 -0.00344029 0.0176832
internal_weight=140182 132677 104380 66879.6 52849.2 7504.83 5509.07 14030.4 3613.52 3213.91 37500.8 17852.7 19648 28297 2294.68 26002.3 19496.4 1995.76 1892.31 405.699 1486.61 399.61 614.908 1895.55 6505.86 103.446 84.2685 1679.77 1823.63 71.9167
internal_count=586998 550860 436102 283682 223788 36138 27612 59894 19355 17676 152420 72432 79988 114758 9336 105422 79160 8526 8092 1875 6217 1679 2489 8257 26262 434 350 6847 7966 291

Tree=43
num_cat=0
split_feature=47 48 6 17 21 28 28 28 53 50 23 8 14 6 25 0 21 51 8 28 1 47 34 49 44 19 6 46 1 46
split_gain=119.253 95.7454 60.7539 90.2391 56.9123 79.089 101.63 55.2029 43.3308 41.3682 40.3545 27.7768 37.1587 26.5317 25.727 23.7063 25.4013 23.692 23.5691 21.9414 17.76 16.9238 15.1117 12.6163 12.0358 9.79836 10.2389 9.20571 12.0085 9.42373
threshold=-1.256108224391937 0.42183295637369161 0.99501240253448497 -0.9409729242324828 -0.20624444633722303 0.012232854496687652 -0.0035241957521066065 0.058037035167217262 0.77570027112960827 -0.14241953194141385 -0.00034958211472257966 0.034050855785608299 0.011221667751669885 0.19483870267868045 -0.83321690559387196 -0.086385946720838533 -0.016941535286605355 -0.22873263061046598 -0.034023819491267197 -0.034436484798789017 0.0001867155733634718 -1.9294450879096983 1.4254998564720156 -3.1070351600646968 3.7910240888595585 -0.020041362382471558 -0.12874561548233029 -0.022531763650476929 -0.0073631936684250823 -0.020685431547462937
left_child=1 9 4 8 5 6 -2 10 18 14 -5 12 -11 -7 22 19 -17 -9 -4 -6 -10 -16 -1 25 -13 26 -3 28 -25 -29
right_child=2 23 3 7 15 13 -8 17 20 11 -12 24 -14 -15 21 16 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.015373016738654387 0.0013154587609326171 -0.031480745285079909 -0.011813515239601592 -0.018291636378257557 0.0037975479238496401 0.0073260439150522327 -0.0032340979265836792 0.0048102058389843036 -0.027990156705753642 -0.0010671798050558856 -0.0042025240302721442 0.0048010870436517626 -0.013539855918130134 0.002180095788751018 -0.014764896979911112 0.0036891639692264067 0.00092584708622795266 -0.0013655514622300526 -0.0518984670338382 0.0245504816489816 0.052556661070402286 -0.0070783862408078553 -0.032423972035711242 0.00048803946770041573 0.045322848381684211 -0.040264920626443622 0.069216724606072796 0.022400739531705724 -0.014997487244971382 0.0028440702227633522
leaf_weight=855.20868138223886 28857.748075529933 5.9440056532621384 54.447873309254646 628.76466128230095 311.68354485929012 3457.0995276272297 26419.114749155939 2938.3907385766506 12.177474081516264 1799.5382909327745 6221.6713498681784 684.33580716699362 1069.8433461934328 15138.845222100616 1067.3594358935952 21628.634914442897 16452.210170537233 4296.0376314520836 169.38518178462982 264.58758391439915 20.86437676846981 3268.7062615007162 176.06325596570969 608.91164927184582 21.2284205108881 34.003722250461578 5.4252801835536939 70.637857481837273 182.92372095584869 3430.1699503660202
leaf_count=4429 117469 24 305 2889 1250 14034 112958 12017 64 8560 26436 3024 5815 62092 6023 88209 67793 17506 899 1076 108 14971 1243 2477 88 138 22 288 749 14042
internal_value=9.48633e-05 -0.00468361 0.00059505 -0.00265368 0.00100909 0.000146876 -0.000858964 -0.00208593 -0.0337843 -0.00781799 -0.00549569 -0.00340097 -0.00571759 0.00313676 -0.01076 0.00265677 0.00249532 0.00114284 -0.0421477 0.013326 0.0228714 -0.00897049 -0.018284 0.00177754 0.00602027 -0.0260234 0.0165708 0.0020714 -0.00308931 0.00323868
internal_weight=140152 13280.3 126872 14341.7 112530 73872.8 55276.9 14084.9 256.875 8942.28 6850.44 3574.95 2869.38 18595.9 5367.34 38657.1 38080.8 7234.43 223.833 576.271 33.0419 4336.07 1031.27 4338.02 705.564 45.373 11.3693 4292.64 791.835 3500.81
internal_count=586998 61893 525105 60224 464881 306553 230427 58848 1376 44153 29325 17487 14375 76126 26666 158328 156002 29523 1204 2326 172 20994 5672 17740 3112 184 46 17556 3226 14330

Tree=44
num_cat=0
split_feature=47 48 6 17 21 28 28 28 23 53 50 23 8 14 25 8 13 21 51 22 5 9 34 48 12 51 12 25 9 23
split_gain=107.18 86.2592 54.5313 82.6749 51.0155 71.0112 92.4466 49.7028 43.4361 39.9179 37.4092 25.3667 25.003 31.0412 23.5298 22.3188 21.696 22.1374 19.3958 17.2245 15.7671 15.4018 14.1592 12.9904 8.49805 17.9956 12.7806 10.4298 9.08062 8.22567
threshold=-1.256108224391937 0.42183295637369161 0.99501240253448497 -0.9409729242324828 -0.20624444633722303 0.011477633845061066 0.0020204392494633798 0.035648154094815261 -0.00034958211472257966 0.77570027112960827 -0.14241953194141385 0.0025260411202907567 0.038566462695598609 0.011221667751669885 -0.83321690559387196 -0.034023819491267197 -1.3210638761520384 -0.016941535286605355 -0.22873263061046598 0.72749951481819164 2.6429990530014043 0.23448791354894641 1.4254998564720156 0.80370745062828075 -0.11434816941618918 -0.25662656128406519 -0.2465993985533714 1.4652488827705386 1.8047060370445254 -0.019264581613242623
left_child=1 10 4 9 5 6 -2 8 -5 15 14 -7 13 -12 22 -4 21 -18 -9 -14 -16 -6 -1 -11 26 27 -3 -26 -27 -28
right_child=2 24 3 7 16 11 -8 18 -10 23 12 -13 19 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=-0.014651479961494714 0.00076429190105859 -0.0045986340251131285 -0.011260146007810645 -0.020537372243815705 0.01464420781108166 0.0049040652013778146 -0.0037965964431876833 0.0036720022462580788 -0.0043610022857392553 -0.0031642369896068469 -0.00094358942043410842 0.0010141842131359969 0.0017436029730580227 -0.012069733413517565 -0.0082534453497523034 -0.050485780444542737 0.0034835854225686697 0.0009066454737936176 -0.0015011096923173552 0.02318256286092172 -0.046387908976018251 -0.046164228741560627 -0.031291599487557775 0.065881135323537315 -0.047069012221323224 -0.00047198681912691704 0.041803271196467866 0.023270109890888069 0.02591685979085619 0.0055464713213971102
leaf_weight=849.9136820435524 35883.811877980828 397.40767429769039 54.105622291564941 513.05132316052914 509.86905857920647 9363.5386423766613 19143.65411388129 3420.9257854670286 5114.0176562070847 21.508626148104668 1846.0614520609379 9473.7288567572832 445.82876605540514 1138.9330619946122 4291.0988003239036 165.01508376002312 21637.872814655304 16508.510218858719 5028.4912451654673 137.804498270154 30.673443377017975 11.975087895989416 172.8537247851491 11.883146837353705 34.755672842264175 2065.9290535598993 17.752388551831245 7.137621581554412 37.290288269519806 1778.7199377268553
leaf_count=4429 146746 1636 305 2414 2057 38304 82714 14023 21876 111 8780 38789 1947 6186 20805 899 88212 68011 20535 574 189 48 1243 61 142 8441 75 29 150 7267
internal_value=8.96746e-05 -0.00444572 0.000563448 -0.00251595 0.000955552 0.000139072 -0.000822408 -0.00197675 -0.00583589 -0.032574 -0.00742913 0.00294775 -0.00322716 -0.0051888 -0.0102349 -0.0408001 0.00251521 0.00236837 0.000593334 0.00680566 -0.0085241 0.0132488 -0.0174638 0.021407 0.00168282 -0.000689225 0.00400213 -0.0350849 -4.10994e-06 0.00590475
internal_weight=140114 13252.2 126862 14329 112533 73864.7 55027.5 14076.5 5627.07 252.512 8913.17 18837.3 3568.63 2984.99 5344.54 219.121 38668.2 38146.4 8449.42 583.633 4321.77 521.844 1022.77 33.3918 4338.99 2145.11 2193.88 41.8933 2103.22 1796.47
internal_count=586998 61893 525105 60224 464881 306553 229460 58848 24290 1376 44153 77093 17487 14966 26666 1204 158328 156223 34558 2521 20994 2105 5672 172 17740 8762 8978 171 8591 7342

Tree=45
num_cat=0
split_feature=7 7 1 1 28 13 0 16 7 24 34 16 1 15 16 8 33 28 24 11 31 16 34 22 35 45 27 16 13 27
split_gain=95.5944 126.089 83.0658 117.96 54.1307 49.0636 42.9455 39.0465 40.3403 35.9196 35.291 29.1029 25.4228 25.3094 22.8779 22.2937 22.1057 26.7693 21.3047 20.7543 18.6124 16.0785 15.547 15.0191 14.1069 11.9732 12.2886 11.7056 10.7386 9.20348
threshold=0.007972906809300186 0.036901134997606284 -0.0026376470923423763 -0.0026260424638167019 0.001858749892562628 0.009677451569586994 -0.065540887415409074 -0.05880076810717582 -0.04316392354667186 -1.7245098352432249 -1.4323611259460447 0.059037040919065482 -0.012980805709958075 0.0055798480752855548 0.010630897246301176 0.089107710868120207 -0.29524216055870051 0.18679834157228473 0.80092868208885204 -0.95885288715362538 0.5189962387084962 0.16199326515197757 -1.3324646353721616 1.0022913813591006 -1.3587249517440794 0.0096965814009308832 -0.078926280140876756 -0.0012065350310876963 0.15592580288648608 0.089672453701496138
left_child=7 2 6 5 -5 -4 23 8 25 19 -8 16 22 20 -15 21 18 -18 -3 -9 -11 -13 -10 -2 -14 28 -27 -21 -1 -17
right_child=1 11 3 4 -6 -7 10 9 12 13 -12 15 24 14 -16 29 17 -19 -20 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031543067116799254 0.0070707827525285771 0.0022877362035926747 -0.0052730183134718283 0.0024968479218457369 -0.004345909948602472 -0.014851401600943928 -0.0076710362641557962 0.005497948014563706 -0.0037229730197417027 0.0041640581875130121 -0.000238362473126231 -0.00051878709046564912 -0.011065946046452861 -1.69938160366143e-05 0.0070479281792006285 0.0010847646971773219 0.0058861824437809714 -0.0022054132577938078 -0.0039881830084314753 -0.012312091532534788 0.0093126611465455412 -0.0049008382035270869 0.0034102244526990661 0.023539852402629773 -0.0036222665638817098 -0.023601738810362861 -4.7783038202250431e-05 0.0029093259048428213 -0.0055413809723544446 0.011805300078262313
leaf_weight=10882.881736323237 510.39169485867023 6262.6148164123297 2416.9237115457654 4075.5214591622353 15981.224430151284 3969.1551517248154 1986.1091688424349 357.58011509478092 1326.0941703766584 13785.718436926603 18592.750561758876 7142.2099633738399 841.56257301568985 6833.3136822283268 1586.4266373068094 13663.15583525598 7239.6374361664057 1365.0118103176355 2006.1091070398688 768.00426897406578 2301.5914011150599 3506.898572832346 2432.927938118577 223.72864326834679 4761.6707342416048 63.08349284529686 4543.8731345236301 174.0857060700655 414.10386617481709 228.70755872130394
leaf_count=43870 2102 25556 10984 16993 70294 21446 8647 1469 5443 56296 78684 29579 3535 27888 6472 55367 29430 5615 8251 3165 9390 14589 9974 910 19827 254 18392 723 1674 928
internal_value=-6.52824e-05 -0.0011125 -0.00296845 -0.00495291 -0.00295546 -0.0112263 -0.000506354 0.00176309 0.00028205 0.00321312 -0.000955706 0.00102764 -0.00247813 0.00366847 0.00131416 -0.000137352 0.00272203 0.00460256 0.00076511 -0.00537314 0.00490066 -0.00196186 0.000893801 0.0120899 -0.00474025 0.0019069 -0.00037031 -0.00949938 0.00283556 0.00126126
internal_weight=140243 89170.1 47755.8 26442.8 20056.7 6386.08 21313 51072.9 25266.2 25806.7 20578.9 41414.3 9362.26 24507.1 8419.74 24541 16873.4 8604.65 8268.72 1299.67 16087.3 10649.1 3759.02 734.12 5603.23 15903.9 4606.96 942.09 11297 13891.9
internal_count=587747 379375 210060 119717 87287 32430 90343 208372 102969 105403 87331 169315 38779 100046 34360 100463 68852 35045 33807 5357 65686 44168 15417 3012 23362 64190 18646 3888 45544 56295

Tree=46
num_cat=0
split_feature=12 9 9 14 34 21 6 13 24 13 25 9 55 23 6 55 45 35 29 28 53 13 28 33 13 2 33 27 26 26
split_gain=87.5594 69.0134 110.58 64.0662 63.7143 45.0303 26.9648 23.8817 20.1831 23.2671 19.5041 16.2159 15.2091 14.6734 15.078 13.6532 26.8445 18.8318 14.3678 13.6135 13.1978 12.2949 11.3085 9.25826 8.02593 7.98122 7.81118 6.39147 6.31593 6.04564
threshold=-0.28232361376285547 -0.021324904635548588 0.021101565100252632 0.011168861296027901 1.5559740066528323 -0.20222809165716168 6.0543263316503733e-05 0.009677451569586994 0.85144859552383434 0.022074085660278801 -0.83321690559387196 0.058555357158184058 0.27271996438503271 -0.0062850043177604667 -1.2222816944122312 1.170742988586426 0.024725254625082019 -1.4077005386352537 -0.15867143124341962 0.28764732182025915 -0.055252503603696816 0.061768988147377975 0.074734065681695952 -0.33359098434448237 1.0000000180025095e-35 -0.070324763655662523 -0.39117479324340815 -0.0038514520274475213 1.0746803879737856 -0.57583311200141896
left_child=3 15 4 13 5 -3 -6 24 9 -4 12 -10 -9 26 23 18 17 -17 19 -2 -16 -12 -20 -15 28 -18 27 -1 -5 -26
right_child=1 2 8 7 6 -7 -8 10 11 -11 21 -13 -14 14 20 16 25 -19 22 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.040809698975266366 0.0034673917441217007 -0.0028989996607953943 0.003830977179380312 0.012570960469622935 -0.019339186540484256 0.0003659738037547371 -0.0055841006691302267 -0.016494204725430527 -0.0038606684805626646 0.00094873570830220706 -0.012230174914674714 0.00083626803759322848 -0.033182426465023174 0.0063157218281904293 -0.0038464620745815828 -0.0050248498940994998 0.010725345753706797 0.006696474566753618 0.00020831644671950121 -0.0031442183073479069 0.02385517006236405 -0.074986831700887116 0.003738845663500071 0.034041414046255276 0.015517162582469267 -0.010507728242829154 -0.053630383464555127 -0.042279461443824023 0.082883707033284307 -0.0064406478150863351
leaf_weight=5.5370066165924072 12411.912020921707 36431.243882089853 12764.421367734671 9.6617152094840986 812.51226701587439 17597.338956825435 789.16303600370884 310.77245796471834 3112.3170869797468 20507.115027993917 1011.2300755605102 6134.2228900194168 302.93997987359762 318.16356407105923 1412.2157709226012 421.29557682573795 56.910895943641663 4472.3487543910742 16653.128200471401 941.1295602619648 50.021674506366253 8.8458596020936948 3008.925564289093 37.856464594602585 46.495645195245743 393.96009184420109 22.635093152523041 4.9035881757736188 5.7090189307928076 145.26801393181086
leaf_count=24 50435 157796 51818 42 4752 73773 3457 1742 12945 83760 5409 24900 1818 1388 6753 1707 231 18142 67675 3911 248 41 12185 155 212 1603 98 21 25 681
internal_value=-6.19732e-05 0.000155858 -0.000589147 -0.0081155 -0.00214441 -0.00183558 -0.0125619 -0.0151166 0.00144574 0.00205449 -0.0172661 -0.000744686 -0.0247318 -0.00115372 -0.00051733 0.00206206 0.00454724 0.00568738 0.00165975 0.0030014 -0.00289882 -0.0127744 0.000748601 0.00926386 0.00183698 -0.0078276 -0.0361379 0.00178558 0.0386866 -0.00111669
internal_weight=140200 136508 98148.3 3692.26 55630.3 54028.6 1601.68 1840.92 42518.1 33271.5 1633.79 9246.54 613.712 1851.33 1818.26 38359.6 5344.52 4893.64 33015.1 13353 1462.24 1020.08 19662.1 356.02 207.134 450.871 33.0757 10.4406 15.3707 191.764
internal_count=587747 569090 413201 18657 239778 231569 8209 9970 173423 135578 9010 37845 3560 8687 8544 155889 21683 19849 134206 54346 7001 5450 79860 1543 960 1834 143 45 67 893

Tree=47
num_cat=0
split_feature=48 7 7 19 17 3 7 16 24 7 1 16 15 11 8 28 46 24 17 11 6 19 17 35 52 23 24 14 0 4
split_gain=80.7902 66.822 70.6251 55.8544 51.799 38.6721 38.2117 29.0083 26.4613 25.814 25.2922 24.4057 19.4076 17.6079 17.4965 16.2804 14.4959 14.3137 13.6715 12.9105 12.7701 12.1387 11.344 14.4458 13.1254 12.7692 10.6661 10.6266 9.25387 8.8392
threshold=-1.8694132566452024 0.0045335292816162118 0.037512244656682021 0.047909354791045196 -0.50314509868621815 -0.004409077111631631 0.027214235626161102 -0.05880076810717582 -1.7245098352432249 -0.081215556710958467 -0.012980805709958075 0.059037040919065482 0.0055798480752855548 -0.95885288715362538 0.089107710868120207 0.035648154094815261 -0.005227011162787675 -0.30920380353927607 -0.3979558646678924 0.77781078219413768 1.3658986091613772 0.011634381953626873 0.59568029642105114 -1.1325901150703428 0.78503838181495678 0.0038861763896420602 0.92479482293128978 0.016147374175488952 0.013616219162940981 0.0086162211373448389
left_child=5 7 3 4 -3 22 16 9 13 21 -11 20 -10 -9 -13 -5 26 19 -18 -8 -4 -2 23 24 -1 29 -7 -25 -27 -24
right_child=1 2 11 15 -6 6 17 8 12 10 -12 14 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 25 27 -26 28 -28 -29 -30 -31
leaf_value=-0.0096510496270522089 0.0030241690198020092 -0.004837026843783853 0.0027488892891549027 0.0080051612414450586 -0.0011276319847326644 0.0033018085586184734 -0.0047618792438283014 0.0059730186551266986 0.0046336727767794751 0.0017528461235668774 -0.0034123304407988955 -0.0017947637847960411 0.0013268750260356057 -0.0086396845454399709 0.0010956054032696221 -0.013982102754063875 -0.024096352619988309 -0.0054526891120147726 -0.013435468497691432 0.028788250700754841 -0.0067269992272543776 -0.00085429488999787218 0.002670068079029309 0.0039897519941985695 0.086085708196630778 0.058595946728172497 -0.024092502590004148 -0.014584203717656482 0.00091460326177910528 0.075895448610157054
leaf_weight=679.72475107014179 9654.4639369696379 16253.891372747719 16035.619394212961 1799.2861032783985 30264.700103916228 156.48948962241411 58.07540537416935 318.08820608258247 14656.850075244904 4383.495434358716 6784.709282591939 10253.787713602185 7555.4766841381788 852.20655339956284 13801.253281190991 99.845972925424576 661.58842944353819 624.54380532354116 690.61590699106455 72.363895364105701 409.69630229473114 2962.245467916131 283.05533441156149 657.11330338567495 4.046538144350051 22.039984151721001 53.598542377352715 99.644555501639843 12.103074938058851 4.707661345601081
leaf_count=3420 38912 71003 65305 7529 129069 907 275 1298 59660 17863 27942 42429 30747 3497 55912 413 4328 3259 4335 333 1700 11940 1347 3247 22 101 356 519 57 22
internal_value=-5.88231e-05 0.000161492 -0.000693883 -0.00206 -0.00242372 -0.00740779 -0.011908 0.001774 0.00309963 0.000470804 -0.00138501 0.000939293 0.00350887 -0.00466793 -0.000136454 0.00684919 -0.0166392 -0.00211761 -0.0186515 0.0138507 0.00251282 0.00211355 -0.00149091 -0.00350095 -0.00908448 0.00750402 -0.00368714 0.00154406 0.038149 0.003868
internal_weight=140165 136086 88918.1 48417.7 46518.6 4079.71 2317.28 47167.5 23382.6 23784.9 11168.2 40500.4 22212.3 1170.29 24055 1899.13 1562.29 754.983 1352.2 130.439 16445.3 12616.7 1762.44 1440.53 683.771 321.906 210.088 756.758 34.1431 287.763
internal_count=587747 565219 373360 208014 200072 22528 13793 191859 95202 96657 45805 165346 90407 4795 98341 7942 9926 3867 8663 608 67005 50852 8735 7208 3442 1527 1263 3766 158 1369

Tree=48
num_cat=0
split_feature=18 17 8 14 33 51 8 14 9 34 9 24 26 54 23 16 8 49 8 19 19 5 9 49 43 6 46 25 19 34
split_gain=75.4842 50.5806 39.6468 38.901 34.1684 32.9821 30.8052 28.2748 33.8508 29.591 29.6728 24.8166 23.4979 20.7658 19.4357 17.5536 19.8353 16.1379 15.8779 14.9711 14.4519 14.1567 13.6913 13.2507 10.8251 10.5174 10.2787 9.0051 8.78861 7.61147
threshold=-0.019883931614458557 -0.48803149163722986 -0.017597317695617672 0.011168861296027901 -0.363700121641159 0.99627718329429638 0.036101792007684715 0.068145208060741438 0.04151792265474797 -1.4177638888359068 -0.06639490649104117 -1.1032421588897703 -2.0629943609237666 3.0626074075698857 0.0022488698596134786 0.053901394829154022 0.018441185355186466 1.544707775115967 0.0084932805038988608 0.057270018383860595 -0.0044991220347583285 -2.3736816644668575 0.45581671595573431 -0.84080147743225087 0.61336249113082897 -1.2222816944122312 0.026079261675477031 -2.297630667686462 0.0018821083358488979 -1.0793511867523191
left_child=3 2 11 18 15 6 -4 9 19 10 -3 21 14 -11 -6 16 -5 -17 26 -9 -14 -2 -10 -7 25 -20 28 -26 -1 -13
right_child=1 7 5 4 12 23 -8 8 22 13 -12 29 20 -15 -16 17 -18 -19 24 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0049541879043262169 0.011070097078032888 0.0028373696863214829 -0.0037301464050220122 -0.0065232050493385313 -0.017783537694994314 0.019429172728703089 -0.00036742506575341123 -0.0031960765752883954 0.00054141731891658106 0.0016131088434145136 -0.0072078017190101082 0.0055145375761791555 7.7719535614996588e-05 0.0068680526002627236 0.063097989885777611 -0.01428349307194153 -0.017192243485776016 0.033311819880152201 0.0063249301849142969 0.0054563881711202989 0.09136622303926549 -0.0043036465417606263 0.0053987894755715572 0.0036472652120375418 -0.053672247365996413 -0.0049965738857915476 0.081553564779535667 0.018716969130633809 -0.070446942764802012 0.0019654093764846664
leaf_weight=858.95287574827671 182.11380490660667 1365.3536298125982 20265.895157501101 716.64967744797468 312.99012418836355 166.36240249872208 12294.823270797729 10487.231600940228 9445.4219882190228 59724.653588376939 2091.1768612414598 2396.3049409091473 1247.7621587961912 2189.7927072644234 8.5741405785083753 37.12634488940239 1544.2208727523685 43.407998152077198 255.81641393899918 593.51859852671623 4.890386000275611 2210.1477617770433 1969.9970370978117 1469.263037353754 5.1128181964159003 2328.1007018089294 4.8998873680829993 86.401102229952812 4.364327907562255 5819.4687208682299
leaf_count=3580 735 5502 87701 3269 2382 691 50619 44558 38372 246437 8921 9793 5322 8836 44 162 8657 188 1121 2461 22 8967 7931 6132 21 11219 23 354 20 23707
internal_value=-5.58383e-05 0.000235835 -0.00121338 -0.00524357 -0.00888468 -0.00209148 -0.00246039 0.000974803 -0.000645888 0.00153253 -0.00323989 0.00161731 -0.00284667 0.00179897 -0.0156269 -0.0129443 -0.0138104 0.0113704 -0.00122027 -0.00273262 0.000434112 -0.0031333 0.00137967 0.00525247 -0.00324126 -0.00387571 0.00500746 0.0146726 0.00457301 0.00300059
internal_weight=140131 132672 44804.4 7459.27 3915.62 34196.3 32560.7 87867.1 22496.2 65371 3456.53 10608 1574.22 61914.4 321.564 2341.4 2260.87 80.5343 3543.65 11080.8 1252.65 2392.26 11415.4 1635.63 2675.43 2583.92 868.217 91.5139 863.317 8215.77
internal_count=587747 551363 188345 36384 20046 145143 138320 363018 93322 269696 14423 43202 7770 255273 2426 12276 11926 350 16338 47019 5344 9702 46303 6823 12715 12340 3623 375 3600 33500

Tree=49
num_cat=0
split_feature=12 11 9 9 47 11 0 21 5 25 24 5 7 55 45 35 18 31 14 23 33 48 8 4 21 51 17 0 22 45
split_gain=69.4174 56.0336 54.3049 90.2601 55.3677 49.911 25.5578 25.2388 24.6444 20.7008 16.3138 15.8511 12.6176 12.1807 23.7012 16.9236 12.3653 13.2215 11.5152 11.2598 12.6792 13.0521 12.3445 11.2306 9.52704 7.8878 7.57615 7.43926 6.39152 5.11597
threshold=-0.28232361376285547 0.21551967412233355 -0.021324904635548588 0.021101565100252632 -1.256108224391937 0.60747498273849498 -0.0015730941086076198 -0.19246005266904828 1.6042143106460574 -1.6374416947364805 -2.1505675315856929 0.84052187204360973 0.44278691709041601 1.170742988586426 0.024725254625082019 -1.4077005386352537 -0.0092220413498580438 -1.4469878077507017 -0.51891416311264027 -0.0062850043177604667 -0.33697441220283503 -1.1056645214557645 0.0027480182470753793 -0.0056817729491740456 -0.11772937700152396 0.40649889409542089 -0.75689059495925892 -0.0029739923775196071 0.31172408163547521 -0.00091831848840229202
left_child=1 19 13 4 7 -6 24 -4 10 23 -5 -11 -10 16 15 -15 17 -2 -18 28 22 -22 -21 -8 26 -16 -3 -26 29 -1
right_child=2 6 3 8 5 -7 9 -9 12 11 -12 -13 -14 14 25 -17 18 -19 -20 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.029980267820681392 -0.0017170834209828715 0.025181176410053425 -0.0082293205464099677 -0.0076670853238787334 -0.00037213323004135182 -0.0043563015183579129 0.042311278636844016 -0.00032911174532117694 -0.0032759833206468443 -0.010474894826217595 0.0019399354527792657 -0.023457756219529679 0.0030030832625771824 -0.0049093868075763269 -0.014036137329884507 0.0062034131315438484 0.0032459651339643023 0.0027102339133438466 -0.00068983613726042719 0.014204165258294243 0.041505983918235338 0.005447196808449903 -0.003749748549397581 -0.03733387861864209 0.0082899928841675113 1.9364621860803828e-05 -0.0011052775201403956 -0.075167837503706883 -0.078671022042199251 0.032719864290239715
leaf_weight=24.287525668740273 2112.7296571284533 36.162718653678894 5142.8876100629568 503.35785721242428 37385.06370601058 11564.38574026525 5.1257487237453452 1457.9211435317993 4384.2133842557669 718.82487691938877 36502.131119281054 417.64151143282652 1130.8245960175991 421.16795039176941 239.58833239972591 4475.5822399258614 2646.3727078735828 18364.458105534315 9898.8681994229555 114.84526389837265 32.479158163070679 213.89523595571518 1699.1325686126947 167.10588598251343 4.7829539626836768 210.85996828973293 207.6482288390398 8.0491024106740934 6.5266043096780768 4.3031194955110577
leaf_count=106 8566 165 25921 2043 157663 49631 25 6563 17979 3771 148836 2539 4565 1707 976 18142 10719 74687 40234 480 168 876 8441 1083 20 858 901 33 29 20
internal_value=-5.29891e-05 -0.0072553 0.000140255 -0.00052112 -0.00192785 -0.0013134 -0.0148419 -0.0064844 0.00131668 -0.0178409 0.00180926 -0.015246 -0.0019885 0.00183069 0.0041774 0.0052476 0.0014507 0.00225345 0.000140407 -0.00158801 -0.0010808 0.0102008 -0.00261306 -0.0349636 0.00045093 -0.0074566 0.0027936 -0.0440602 -0.0313465 -0.0205434
internal_weight=140101 3660.81 136440 98070.8 55550.3 48949.4 1565.34 6600.81 42520.5 1308.7 37005.5 1136.47 5515.04 38369.6 5347.2 4896.75 33022.4 20477.2 12545.2 2095.47 2060.35 246.374 1813.98 172.232 256.643 450.448 243.811 12.8321 35.1172 28.5906
internal_count=587747 18657 569090 413201 239778 207294 8537 32484 173423 7418 150879 6310 22544 155889 21683 19849 134206 83253 50953 10120 9965 1044 8921 1108 1119 1834 1066 53 155 126

Tree=50
num_cat=0
split_feature=34 6 22 47 6 17 1 1 8 44 34 17 7 34 37 0 0 45 23 6 25 8 46 17 45 7 46 51 1 18
split_gain=68.7219 87.1388 45.4399 58.6944 49.6577 94.7372 45.0256 83.9692 30.9669 24.5343 23.183 19.4912 20.9551 19.268 17.4344 16.9499 19.1085 15.3885 15.0895 14.8604 14.4022 13.9002 13.2149 11.7868 10.8666 9.12388 7.43344 10.4367 7.19887 6.43723
threshold=1.5559740066528323 6.0544911320903345e-05 -0.42492534220218653 1.0000000180025095e-35 0.64674586057662975 -0.9409729242324828 -0.0026376470923423763 -0.0026260424638167019 -0.032160466536879533 1.0000000180025095e-35 -1.4177638888359068 0.82732996344566356 0.030544045381248001 1.5684004426002505 2.0722784996032719 -0.074551809579133974 -0.003481545601971447 0.074750095605850234 0.0025260411202907567 0.32004706561565405 0.11772051826119424 -0.11118129268288611 -0.0069768454413861028 -0.88097131252288807 0.050698401406407363 0.036901134997606284 -0.0064713414758443824 0.21841555088758471 -0.0013754856190644202 0.060966584831476218
left_child=2 11 3 6 15 8 10 -8 -6 -7 -1 12 20 19 17 21 -17 -5 -16 23 -2 -4 25 -3 -21 -13 27 -15 -14 -28
right_child=1 13 4 14 5 9 7 -9 -10 -11 -12 22 28 26 18 16 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.005471381365602805 -0.031134135881109901 0.067555080990543165 -0.0088092787134451452 0.0007314058401554467 -0.0034427096651796084 0.00027152932827701967 -0.0085428899492726619 -0.0015083551781110986 -0.035784987828795849 -0.0087790246776751728 0.00054386607776466087 0.10031263279161194 -0.020682292396336288 0.030605055672454785 0.010224428241189704 0.0011222990153598629 0.003643315914411552 0.0085419348048723937 -0.0088362439206882588 -0.0094271534981997529 -0.016597923297244663 0.013454689927007235 -0.002534249901247869 -0.00018337035106177064 0.010829324403549476 -0.0009857468592814043 0.0035602081514411353 -0.019714580453331496 -0.0052537375729698544 -0.017751617692288515
leaf_weight=1965.0966160297394 453.49937379360199 7.2688725441694251 90.116138085722923 38725.832764327526 116.11490228772163 8956.4516360014677 6217.6018806695938 20423.562699533999 292.99576950073242 928.57306206226349 21391.320702269673 6.3059430420398694 123.26636201143265 56.975744530558586 915.70327691733837 16530.415688827634 17267.803709544241 721.78349295258522 133.7023947685957 1265.6717827990651 331.35154424607754 625.70651552081108 97.842968367040157 985.52397941052914 79.036176860332489 4.1356372535228729 1008.6395328938961 14.531058996915815 273.2943330258131 41.447558209300041
leaf_count=8536 3167 31 361 158657 621 37267 30242 86762 1546 3763 89561 40 674 231 3707 67191 71125 2966 549 5466 2083 2524 588 4127 332 20 4083 59 1240 168
internal_value=1.74106e-05 -0.00624933 0.000237357 -0.000446095 0.00161766 -0.00161302 -0.00166088 -0.0031501 -0.0266055 -0.000578656 3.77721e-05 -0.0180072 -0.0199797 -0.00186551 0.00105368 0.00258124 0.00241031 0.000874317 0.00779595 -0.00460553 -0.0249972 0.0106518 0.00351417 0.000312586 -0.00823656 0.060191 0.00384495 0.0203795 -0.0100495 0.00271902
internal_weight=140052 4748.79 135303 90494.6 44808.2 10294.1 49997.6 26641.2 409.111 9885.02 23356.4 1289.7 1181.41 3459.09 40497 34514 33798.2 39447.6 1049.41 2337.5 784.851 715.823 108.285 992.793 1344.71 10.4416 1121.59 71.5068 396.561 1050.09
internal_count=587687 22309 565378 380980 184398 43197 215101 117004 2167 41030 98097 7812 7164 14497 165879 141201 138316 161623 4256 9956 5250 2885 648 4158 5798 60 4541 290 1914 4251

Tree=51
num_cat=0
split_feature=12 9 9 34 11 45 48 5 55 13 25 6 33 7 26 45 0 17 33 6 6 2 0 11 16 11 17 6 9 48
split_gain=68.0577 44.9171 67.5355 60.7671 43.4112 43.2978 35.5922 20.6632 19.3766 17.4005 24.7695 16.6316 15.9492 15.4739 14.0419 12.3655 11.553 16.3115 15.396 10.7141 16.8713 11.9001 10.5272 11.8824 10.3987 10.3795 10.0514 9.1562 12.3479 9.11295
threshold=-0.28232361376285547 -0.038937108591198914 0.022498252801597122 1.5559740066528323 -0.013509941287338732 -0.052239544689655297 1.1855819523334505 2.0689070224761967 0.092965848743915572 0.009677451569586994 -0.69580602645874012 1.1229205727577212 -0.38257214426994318 0.24059391766786578 1.8712126612663271 0.0099988719448447245 -0.0035486744018271561 -0.75162100791931141 0.50690898299217235 6.0541937273228548e-05 -1.2222816944122312 -0.0030210237018764015 0.010893693659454586 -0.84715729951858509 -1.5408351421356199 -1.3181482553482053 -0.76805940270423878 0.41035875678062445 -0.0046120614279061547 1.0000000180025095e-35
left_child=4 15 3 5 19 -3 -5 14 11 26 -11 12 -6 -9 -4 16 18 -18 -2 20 21 -1 24 -24 -17 -22 -10 -21 -29 -13
right_child=1 2 7 6 8 -7 -8 13 9 10 -12 29 -14 -15 -16 22 17 -19 -20 27 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0045406450964858838 0.0007171064854062869 0.0073816574905386173 0.0018555964256698669 -0.013520160179330252 -0.0093579550562384022 -0.0013301111251547569 0.017559167838325545 -0.0076634639333081232 0.024536316031577163 -0.032925789437943401 -0.013734886868110552 -0.031113427276820649 0.0076289716819615003 0.0016294981909707137 -0.0031023759817008492 -0.024635968185338083 -0.0030705005926239064 0.0042413858939691785 0.0071385429905968583 0.012646979552495411 0.005373087279560965 0.059401742259242593 -0.0056514610513512696 0.0052806074600268878 -0.001338531270715776 -0.0095740371307133643 -0.0089647921885129961 0.012017374193372643 -0.013057983587133556 0.0042731402345924643
leaf_weight=331.76103599369526 10453.30433422327 1645.1112985908985 37642.212781324983 1533.7851097583771 471.6541740000248 61904.73980242759 110.9960431009531 1206.985104829073 29.544280134141445 318.51316798478365 464.32616527378559 106.19244017452002 231.45016220957041 863.33636625111103 1676.058770224452 54.548614799976349 926.74516174197197 11389.307647302747 1165.7708390206099 244.68275664746761 154.51283219456673 11.491091907024382 344.7954495549202 1470.0305175036192 4009.8463159650564 839.72152803838253 169.40885730832815 97.472893580794334 127.08472622931004 25.315910652279854
leaf_count=1435 42087 6798 153371 8068 2632 264314 467 4974 145 1937 2595 559 1067 3488 6854 220 3961 46116 4752 1087 682 49 1402 5985 16263 4438 802 431 601 107
internal_value=1.63336e-05 0.000206773 -0.000301909 -0.00136491 -0.00715301 -0.00110459 -0.0114228 0.00137251 -0.012939 -0.0179861 -0.0215431 -0.00700184 -0.00376614 -0.00378824 0.00164425 0.00202526 0.00256021 0.00369119 0.00136139 -0.00133607 -0.00375354 0.00637724 -0.000152589 0.00320364 -0.00165121 -0.00725112 -0.00398992 0.0055545 -0.00217362 -0.0243014
internal_weight=140021 136398 106583 65194.6 3623.13 63549.9 1644.78 41388.6 1816.41 981.792 782.839 834.613 703.104 2070.32 39318.3 29814.3 23935.1 12316.1 11619.1 1806.73 1337.49 343.252 5879.22 1814.83 4064.39 994.234 198.953 469.24 224.558 131.508
internal_count=587687 569120 448334 279647 18567 271112 8535 168687 9844 5479 4532 4365 3699 8462 160225 120786 96916 50077 46839 8723 6604 1484 23870 7387 16483 5120 947 2119 1032 666

Tree=52
num_cat=0
split_feature=12 22 47 2 2 11 6 17 53 28 2 5 35 6 44 32 48 7 25 28 48 48 33 6 6 6 47 25 5 17
split_gain=61.29 40.1338 50.4149 48.3206 56.3339 39.3408 35.5334 81.0015 47.0515 44.2118 19.9356 19.5166 18.4925 17.5146 15.329 13.7866 13.1352 12.2007 11.1078 10.1024 16.0416 9.94757 8.49128 8.04626 12.42 8.93431 6.12449 5.12976 7.95034 5.16846
threshold=-0.28232361376285547 -0.42492534220218653 1.0000000180025095e-35 -0.0034894073614850636 -0.0032852033618837591 -0.013509941287338732 0.5936533808708192 -0.76243460178375233 0.77570027112960827 0.044069897383451469 -0.0068458090536296359 2.4104387760162358 1.4438285231590273 1.0939058661460879 3.7914838790893559 -0.93076017498970021 -2.633162140846252 0.060109028592705734 -0.73594906926155079 0.031522033736109741 0.42183295637369161 -2.633162140846252 -0.099575325846672044 6.0541937273228548e-05 -1.2222816944122312 0.41035875678062445 -1.256108224391937 -0.423718512058258 -0.34026160836219782 1.7842763066291811
left_child=5 2 3 10 -5 21 11 8 -8 -9 -2 15 14 16 -4 -3 -7 -14 -18 20 -15 27 -13 24 -23 -25 -21 29 -29 -1
right_child=1 6 12 4 -6 13 7 9 -10 -11 -12 22 17 19 -16 -17 18 -19 -20 26 -22 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.039074201708904542 -0.00096526741408325891 0.01185628728652937 0.0010092720544236382 -0.0087167255030298103 -0.0020635838278326504 -0.032145026866831176 -0.026810555224988791 -0.0055385853398072392 0.024548392663622673 0.0020556787524189939 0.0022727870541228356 -0.003999827227837211 -0.006996279725994984 -0.032556229033379305 0.0064012539074978616 0.0023362102937484739 -0.014778495987473725 -0.00016662395944527973 -0.0050827991399313962 0.040635242488420396 0.062865995665946264 0.0061876093994075818 -0.024790126704005089 0.012583754632885044 -0.005770696464679018 -0.0020963376679939338 -0.013629776509083863 0.01135316156284508 -0.032067841785322009 0.040444069729990269
leaf_weight=34.540723010897636 15425.824287638068 432.90207283198833 37364.73402248323 4275.7972456738353 21809.692719601095 70.895760610699654 471.96831633150578 3001.3521615713835 56.05773638188839 7621.6722899973392 8169.3356743007898 123.92165251076221 1286.5387260317802 207.3047176450491 1542.1774113029242 32988.758519515395 535.15980705618858 1713.1184957325459 873.93498110771179 6.1804472655057898 5.0698389112949362 331.84743036329746 99.482816144824028 243.02203381061554 921.28010095655918 223.60297019779682 106.77166025340557 27.209208771586418 20.977098844945431 2.4595334827899924
leaf_count=277 64976 1746 153077 20841 93030 699 2415 12872 280 31083 34414 507 5399 1173 6259 134865 2934 6950 4497 35 22 1428 406 1073 4559 1028 484 178 162 18
internal_value=1.53648e-05 0.000195793 -0.000440054 -0.0015821 -0.00315413 -0.00680062 0.00149581 -0.00109704 -0.021358 -8.99495e-05 0.000155842 0.00235516 0.000913857 -0.0123326 0.001223 0.00245952 -0.00988509 -0.00309583 -0.00876513 -0.0234671 -0.0302783 -0.00126744 -0.0132578 -0.000391744 -0.00260395 0.00554917 -0.0106605 -0.0189461 -0.00754944 -0.0337884
internal_weight=139994 136383 91587.2 49680.6 26085.5 3610.26 44796.1 11151.1 528.026 10623 23595.2 33645.1 41906.6 1805.32 38906.9 33421.7 1479.99 2999.66 1409.09 325.327 212.375 1804.94 223.404 1719.75 1253.13 466.625 112.952 85.1866 48.1863 37.0003
internal_count=587687 569120 384946 213261 113871 18567 184174 46650 2695 43955 99390 137524 171685 9844 159336 136611 8130 12349 7431 1714 1195 8723 913 8088 5987 2101 519 635 340 295

Tree=53
num_cat=0
split_feature=29 11 17 28 29 28 38 28 6 0 28 28 21 7 25 6 0 28 16 7 25 24 2 35 1 33 33 24 25 8
split_gain=53.1556 38.5814 37.6398 53.9208 38.786 30.3305 58.0622 52.2573 51.5687 46.7346 30.5293 26.7643 26.4918 24.4628 20.3337 19.572 18.6508 18.3993 14.027 13.6447 13.4286 12.7802 12.2669 11.0061 11.7571 10.5004 9.71187 9.49206 8.65382 8.23289
threshold=-0.24811669439077375 -0.20829007774591443 -0.69918018579483021 -0.16511735320091245 0.44090917706489569 0.016460951417684559 1.0000000180025095e-35 -0.010464332066476343 1.0000000180025095e-35 0.0027706997934728865 0.035648154094815261 1.2289543151855471 0.060218457132577903 0.043984478339552886 -1.3232875466346739 -0.68376138806343068 -0.00084954019985161711 0.23748240619897845 0.021998924203217033 0.014575340319424869 0.6004137694835664 0.0782291814684868 -0.0062721986323595038 1.2727755904197695 -0.0041483261156827203 -0.39564837515354151 0.56420373916625988 1.2149354815483095 -0.26399561762809748 0.062427941709756858
left_child=1 19 3 12 11 6 8 -8 -4 16 -11 -5 -2 14 21 -14 -7 -16 28 20 22 -3 -1 27 -25 -22 -6 -21 -15 -20
right_child=2 13 5 4 26 9 7 -9 -10 10 -12 -13 15 18 17 -17 -18 -19 29 23 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.025637298617007219 0.0032959449277632693 -0.029976194416696089 0.00068192604228816398 -0.0036577926970839982 0.0089099003171976693 0.0092580031187804342 0.004182233968541638 0.023680199018100197 -0.0021842358609034337 -0.0029336949017461397 0.0014494555358347872 -0.024519282498400189 0.033202853971007106 0.00033191388744128114 -0.009473024790489476 0.0086340060869624299 0.0033990514381264025 0.036808674247416122 -0.011632919701335322 -0.0031760676591430495 0.038849679420203384 -0.010148831783641571 0.0028857554701051842 -0.038937027346276847 0.039351433236649053 0.010362307085832165 0.00023457319032753468 -0.025644542941569589 0.03024697234373256 0.0028747726189858086
leaf_weight=45.038558393716812 703.36594672501087 232.03698855638504 49799.70768108964 13136.40868768096 831.56447800993919 1720.9698870182037 3077.6910442560911 441.50859467685223 27299.969189688563 6122.8736626207829 16472.526309415698 175.05160869657993 181.95066644251347 45.982859134674072 2298.8822098821402 182.36420461535454 13484.583720609546 24.384703606367111 182.34789344668388 1307.4712307080626 43.701066806912422 150.57961372286081 710.60158029198647 6.5629104077816001 30.107697688043118 215.94238652288914 642.5795903429389 55.039266303181648 66.368526697158813 276.4681029766798
leaf_count=184 2821 1544 203072 57003 3476 6970 12412 1809 119449 25809 66993 845 841 191 11814 794 54990 102 771 6335 191 843 3022 28 132 917 2674 252 272 1131
internal_value=1.44226e-05 -0.00500232 0.00022707 -0.00219818 -0.00302879 0.000551748 -2.90654e-05 0.00662839 -0.000332944 0.00179046 0.000261715 -0.00393213 0.00930434 -0.00874791 -0.0108518 0.0209045 0.00406217 -0.00898726 0.001219 8.14077e-05 0.00475866 -0.0221731 0.00118569 -0.00331253 0.0253402 0.0151571 0.00512832 -0.00408369 0.0180034 -0.00289104
internal_weight=139965 5691.52 134273 15853.3 14785.6 118420 80618.9 3519.2 77099.7 37801 22595.4 13311.5 1067.68 3277.05 2705.88 364.315 15205.6 2323.27 571.167 2414.46 1015.28 382.617 755.64 1399.18 36.6706 259.643 1474.14 1362.51 112.351 458.816
internal_count=587687 27729 559958 68454 63998 491504 336742 14221 322521 154762 92802 57848 4456 16668 14303 1635 61960 11916 2365 11061 4314 2387 3206 6747 160 1108 6150 6587 463 1902

Tree=54
num_leaves=29
num_cat=0
split_feature=48 34 6 6 21 28 22 28 14 9 28 1 34 33 14 7 8 33 6 46 6 55 5 33 15 9 8 25
split_gain=54.5889 34.8197 41.4468 33.7205 45.6821 43.6 32.4474 46.8425 29.4808 30.7703 18.6233 18.0883 16.9595 16.7924 15.3347 14.3845 15.5401 11.5454 9.81903 8.9608 8.90296 8.10888 7.47414 7.37976 7.26562 8.24813 8.65777 4.68371
threshold=-1.8694132566452024 1.5559740066528323 6.0545426094904549e-05 0.99501240253448497 4.1274077892303476 0.028931924141943458 -0.42492534220218653 0.012232854496687652 0.0074464594945311555 0.0090745883062481898 0.0073975927662104377 -0.0009802804561331866 1.5684004426002505 -0.38687506318092341 -0.62155407667160023 0.019038717262446884 0.025792459025979046 -0.38989636301994318 1.0000000180025095e-35 -0.0064713414758443824 6.0526574088726199e-05 1.7314566969871523 -1.3932268619537351 -0.21336489915847776 0.22271706163883212 0.024730357341468338 -0.034023819491267197 0.11772051826119424
decision_type=2 2 2 2 2 2 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 3 18 6 5 -5 7 -2 24 15 22 -6 13 -4 -8 21 -17 -12 23 -14 -20 -10 -11 -3 25 26 -1 -27
right_child=1 2 12 4 11 -7 14 -9 9 10 17 -13 19 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.012361501662846207 -0.00069102198932055429 0.014959587037268905 -0.017867947902278015 -0.0059499314913355628 -0.043791726667507073 0.00034460708374174854 0.0083438438290992026 0.0023239434325315932 -0.0048447811838293383 0.075370357367365901 0.078560204542580114 -0.013317455753895809 0.022735288300167231 -0.0028404023505818861 0.0017399732116408692 -0.020010507398277443 -0.0086735034047865003 0.013870566587511323 -0.025984756167987507 0.0024168243513363239 -0.01305773297384091 0.033775542473291432 -0.0060044613608792249 -0.021779690487971026 0.057506968842998267 -0.057733250043667916 -0.0019066291446093253 -0.0067560795520576859
leaf_weight=128.76863089203835 60298.924356773496 52.314455598592758 233.30843410640955 4580.5660437345505 92.004223689436913 9505.8738792687654 1014.821758210659 19047.911610931158 270.85318048298359 3.2013965398073188 8.2138908505439741 134.98066081106663 64.738592207431793 1994.6239606440067 36970.62122130394 885.71745178103447 550.86504780501127 137.16091738641262 192.48124626278877 1047.3878613263369 672.60596433281898 16.183973535895348 328.90654008835554 21.740211144089699 5.9291653484106055 11.219992682337763 1652.5704439356923 9.2257091999053937
leaf_count=532 252695 213 1024 19868 521 39201 4098 77994 1493 17 40 665 262 8427 151267 6403 3441 607 1221 4239 3327 82 1697 89 26 47 8153 38
internal_value=1.35881e-05 0.000193362 -0.00451165 0.0003463 -0.0020823 -0.00170222 0.000642566 3.27472e-05 -0.0060819 -0.0102008 0.00170513 -0.0256697 -0.0017458 -0.00441408 0.0019164 -0.013499 -0.0156633 0.0175256 -0.0143484 0.00359959 -0.015934 -0.00266726 -0.00522004 0.00417405 -0.00106665 -0.0012594 -0.000875221 -0.0347308
internal_weight=139934 135925 4279.2 131646 14313.4 14086.4 117332 79346.8 4008.82 2201.1 477.483 226.985 3340.06 2227.93 37985.4 1723.62 1436.58 145.375 939.142 1112.13 865.087 287.037 332.108 74.0547 1807.71 1801.78 1781.34 20.4457
internal_count=587687 565111 18802 546309 60255 59069 486054 330689 22576 13780 2361 1186 13952 9451 155365 11419 9844 647 4850 4501 4548 1575 1714 302 8796 8770 8685 85

Tree=55
num_leaves=30
num_cat=0
split_feature=48 9 9 9 19 2 14 9 25 55 20 24 52 21 50 51 37 33 55 29 7 46 25 33 46 46 50 35 25
split_gain=53.5767 36.5438 44.9142 41.3017 45.9684 24.8469 24.2833 29.4828 16.2718 15.5863 13.0461 12.7162 12.6256 12.0029 14.2213 11.3928 11.4915 17.2451 16.8646 10.9582 9.97054 9.90736 9.80585 9.44759 10.2618 8.78846 8.04113 7.39259 7.24179
threshold=-1.8694132566452024 0.19367239624261859 -0.021324904635548588 0.021101565100252632 0.032708505168557174 -0.0034894073614850636 0.0074464594945311555 0.0090745883062481898 -0.64558011293411244 1.170742988586426 -0.032501945272088044 1.2823030948638918 1.1707907915115359 -0.18645752966403958 0.16208616644144061 -0.24723241478204724 1.5880025029182436 1.04308158159256 1.0468322038650515 0.077078320086002364 0.13468982279300692 -0.022531763650476929 -1.6374416947364805 -0.22310229390859601 -0.0085724228993058187 -0.016514512710273262 0.3258399516344071 1.5154304504394533 -1.4233805537223814
decision_type=2 2 2 2 2 2 2 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 9 4 -4 -5 13 8 21 22 -9 -10 -11 20 28 23 17 -17 -18 -12 27 -8 -2 25 -25 -3 -16 -1 -15
right_child=1 15 3 5 -6 -7 7 10 11 12 19 -13 -14 14 26 16 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0043114788524309926 -0.0030994690153575734 0.049021556860427806 -0.0020050451734055855 0.0033429728276464636 0.0046024773973879374 -7.8039754272206139e-05 0.033813367882859664 0.10511038382203582 -0.0063921921201490024 0.0047061654763987252 0.0043044824782670164 -0.021113977335868214 -0.006727812038549762 -0.038618977714406803 0.060274762104209116 0.0024262360617165525 0.0063607064859660632 -0.0096703294399135449 0.034580236670082004 -0.019324481195549931 0.066616124598153345 -0.020755909057197822 0.0012041613789932322 -0.034293622275516321 0.016642485766735392 0.0047168696897400102 0.013600624432215339 0.06512337311207668 -0.00092699759954754685
leaf_weight=1404.2169630974531 1561.0936280936003 12.702396929264067 51943.595046363771 7895.3233372420073 3136.1256449446082 24375.774440810084 9.4904374331235868 3.4120886698365203 875.76877707242966 5038.6831850558519 406.5768101811409 203.01853302121162 286.71010503172874 15.644429385662077 10.934679955244063 7700.2263839989901 538.99155940115452 345.92190048098564 66.868088647723198 63.780075594782829 5.623181700706481 612.94517680257559 31415.087845444679 11.486702352762221 339.03818014264107 1270.5395751446486 200.25103192031384 4.320436865091323 168.95084357261658
leaf_count=7004 6370 51 222981 32050 13101 99992 52 23 5464 20421 2013 1417 1162 71 48 31021 2223 1414 289 299 23 4431 127621 46 1361 5103 886 19 743
internal_value=-1.21026e-05 0.000165463 -8.31621e-05 -0.000746687 -0.00162883 0.000758932 -0.0060694 -0.00984358 -0.0131 0.00143008 0.00184949 -0.00916271 0.00409058 -0.00153401 0.00662446 0.0032027 0.00243621 0.00190618 0.00947527 0.00110041 -0.00381731 -0.0199239 0.00100043 0.00726186 0.0149733 0.00515543 0.0160173 -0.0040985 -0.00412139
internal_weight=139923 135938 125652 87350.8 55079.7 32271.1 3984.93 2174.99 1701.22 38301.6 473.769 1078.79 5325.39 1809.94 395.781 10285.8 8652.01 8046.15 605.86 470.357 1414.16 622.436 32976.2 1633.77 350.525 1283.24 211.186 1408.54 184.595
internal_count=587699 565206 523698 368124 236082 132042 22493 13699 11364 155574 2335 6881 21583 8794 1748 41508 34947 32435 2512 2312 7046 4483 133991 6561 1407 5154 934 7023 814

Tree=56
num_cat=0
split_feature=48 9 13 6 6 12 51 31 3 14 9 17 28 0 4 3 51 17 28 33 33 45 20 22 28 46 25 16
split_gain=48.2522 32.7656 43.0175 35.8908 42.947 34.3184 29.2606 23.9498 23.876 22.0214 26.7787 16.027 15.2985 18.9024 14.1273 10.3187 10.2108 11.4154 11.9374 10.1605 8.46155 10.1316 9.85106 8.42478 14.947 7.4563 6.70207 5.89033
threshold=-1.8694132566452024 0.19367239624261859 0.009677451569586994 6.0549380577867857e-05 1.0000000180025095e-35 -0.27546699345111841 -0.23823731392621991 0.30216996371746069 -0.004409077111631631 0.0074464594945311555 0.0090745883062481898 0.16535953432321551 0.0073975927662104377 0.00093513712636195134 -0.0051579053979367009 0.021262558177113536 -0.24723241478204724 -0.9409729242324828 4.5693628787994394 -0.21057546883821485 -0.22310229390859601 -0.0091262371279299242 -0.019400963559746739 1.0549257397651675 -0.018852985464036461 -0.015767788514494892 -0.73594906926155079 0.063433922827243819
left_child=9 2 3 4 -2 8 -7 -5 -4 15 11 14 25 -14 -11 23 20 18 -18 -19 21 -3 -22 27 -25 -12 -13 -1
right_child=1 16 5 7 -6 6 -8 -9 -10 10 12 26 13 -15 -16 -17 17 19 -20 -21 22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.0025595078151085513 0.00072664817590719559 -0.027743568059046295 0.0011353673168304408 0.0016398683213740815 -0.0041560940080096163 0.00084174532796448811 -0.0016863105204991469 0.0060930979981316177 -0.0096537690694242003 -0.007844293191955818 -0.028927211840592281 -0.013291390391549883 0.04562498405287 0.0037673629839448373 -0.019667635679903886 0.061640393941520578 0.016841566051937693 0.0034645980220961146 -0.056639972419432756 -0.00031010282543590505 0.015545424531231778 0.0055604745980331995 -0.043164130545694367 -0.013770585241655958 0.012730331997813871 -0.0019926620446872839 0.00076488954152737789 -0.016831177998582723
leaf_weight=1395.9499640911818 44543.910997718573 26.193287074565887 791.38899566233158 10382.001578614116 5708.55584654212 19579.825538545847 37475.937235616148 5038.8331060707569 2118.4727745428681 435.22087807953358 31.997066348791122 140.53643900901079 42.774262875318527 103.96244168281555 816.34361267834902 7.2517105787992469 201.46820496022701 5179.1009612679482 6.4077133089303961 3266.455332159996 342.54863901436329 1257.3843597173691 8.2208515107631666 79.707512050867081 239.17662806808949 295.46829527616501 295.91416947543621 86.254162006080151
leaf_count=6946 181769 105 3556 42703 25601 82056 157374 20730 9909 2734 152 975 189 458 5877 32 899 20866 33 13149 1374 5049 33 330 1054 1536 1778 432
internal_value=-1.15429e-05 0.000156687 -7.87805e-05 0.000858335 0.000171981 -0.00110509 -0.000818758 0.00309498 -0.00671947 -0.00577067 -0.0093803 -0.0125065 0.00174796 0.015969 -0.0155562 -0.00145466 0.00303232 0.00230668 0.0145765 0.00200467 0.00687441 0.00488086 0.0141695 -0.0017087 0.00610623 -0.00462447 -0.00376121 -0.00339002
internal_weight=139897 135927 125639 65673.3 50252.5 59965.6 57055.8 15420.8 2909.86 3970.56 2162.22 1688.02 474.202 146.737 1251.56 1808.34 10287.8 8653.43 207.876 8445.56 1634.35 1283.58 350.769 1801.09 318.884 327.465 436.451 1482.2
internal_count=587699 565206 523698 270803 207370 252895 239430 63433 13465 22493 13699 11364 2335 647 8611 8794 41508 34947 932 34015 6561 5154 1407 8762 1384 1688 2753 7378

Tree=57
num_leaves=28
num_cat=0
split_feature=26 29 48 34 13 11 7 46 21 9 9 6 53 6 51 13 13 48 17 24 21 46 24 25 20 29 33
split_gain=44.9336 34.7298 28.3183 37.0839 36.4459 25.8603 22.571 21.8668 16.4708 14.2066 14.1154 14.078 13.5101 12.8286 11.9123 10.392 9.98406 8.55303 14.3169 8.02755 7.82405 7.80242 8.21833 7.68843 5.95914 4.15772 0.806705
threshold=-2.0629943609237666 -0.24811669439077375 0.80370745062828075 -1.4323611259460447 0.021315465681254867 -0.32161284983158106 0.012379661668092014 -0.003921529045328497 -0.054303774610161774 0.03887711092829705 0.017421423457562927 6.0482174376375049e-05 -0.011967663653194903 0.63357654213905346 0.30751793086528784 1.1915366649627688 0.024547353386878971 -1.1056645214557645 0.88804844021797191 -2.5392305850982662 -0.15276895463466642 -0.02797935530543327 1.0295715332031252 -0.25391221046447748 -0.030428655445575711 -0.17821139097213742 -0.13963682204484937
decision_type=2 2 2 2 2 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 5 3 6 -5 14 -3 10 11 -9 -7 20 15 -14 16 -4 -2 19 -19 -13 25 -10 23 -23 -16 -1 -24
right_child=1 2 12 4 -6 7 -8 9 21 -11 -12 17 13 -15 24 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 -28
leaf_value=-0.038311396616770202 0.00026536502788935894 -0.0014820085636138595 0.00139628499709701 0.00090933487518781656 -0.0011205991066863626 -0.0025538529271450553 -0.010268830306112642 -0.010913372020147666 0.10573028781566518 0.00088762941405859635 0.016258137836921736 -0.045213744456739299 0.0064255156692336439 0.029531076122433737 -0.066287105986155559 0.0087811212600408493 0.025692669977276268 -0.031936985406948268 0.046916928633445439 -0.0078467192816152279 0.071408070315860162 -0.0022928226496950529 -0.065787014213867595 0.043587795101826525 -0.0047353089107551238 -0.0083489158740920784 -0.025350593666828083
leaf_weight=90.33263660594821 2068.3643065243959 1701.6095017790794 29009.605595812201 55280.405867435038 45125.880453333259 574.52728208899498 1587.095317363739 2211.8706211671233 2.6557994782924643 329.20231014490128 139.18378613889217 16.630948722362518 326.72354325652122 85.075151264667511 11.169848397374155 545.32553391158581 44.306050777435303 87.694295093417168 6.9827619194984427 557.79404464364052 2.0159686207771292 20.594489403069019 3.1180540397763252 20.444502681493759 7.3096517026424399 15.197965577244757 2.4946513697504988
leaf_count=1049 9208 7104 117842 229631 190297 2668 7142 11252 14 1348 583 122 1331 370 46 2229 195 459 35 4282 21 131 22 121 30 149 18
internal_value=-1.1019e-05 6.21943e-05 0.000230335 -0.000184378 -2.98408e-06 -0.00411052 -0.00572244 -0.00708224 -0.0123363 -0.00938452 0.00111475 -0.0142221 0.00166538 0.011199 0.000428023 0.00153254 0.000798616 -0.0113613 -0.0261212 -0.00892858 -0.0320205 0.0173674 0.012337 0.0205636 -0.04194 -0.0339964 -0.0478144
internal_weight=139874 139048 133662 103695 100406 5385.93 3288.7 3254.78 825.956 2541.07 713.711 776.649 29966.7 411.799 2131.15 29554.9 2112.67 669.102 94.6771 574.425 107.547 49.3075 46.6517 41.039 18.4795 105.531 5.61271
internal_count=587699 581276 555946 434174 419928 25330 14246 15851 6423 12600 3251 6117 121772 1701 9479 120071 9403 4898 494 4404 1219 306 292 252 76 1198 40

Tree=58
num_cat=0
split_feature=26 9 9 28 17 4 21 55 45 37 46 17 24 34 2 23 7 14 15 34 9 15 46 24 25 25 19 19
split_gain=40.6917 31.2191 49.1469 46.759 56.5763 32.0793 14.8561 13.2957 15.4079 10.7924 10.5153 10.4892 8.57935 13.907 8.12791 7.87318 7.73531 12.8316 12.4041 9.66631 8.68293 7.66381 7.28941 7.62709 6.67253 5.58466 3.23 0.769101
threshold=-2.0629943609237666 0.093192353844642653 -0.015257265418767927 0.0020204392494633798 -0.9409729242324828 -0.066161517053842531 -0.054303774610161774 1.170742988586426 -0.025680452585220333 9.6485533714294451 -0.010783497244119642 -0.27241116762161249 -2.9483865499496456 -0.96569448709487904 -0.0002869825111702084 0.072871152311563506 0.027214235626161102 0.011221667751669885 0.13776361197233203 0.95283088088035595 0.0063878686632961043 0.026059483177959922 -0.030038668774068352 1.0295715332031252 -0.25391221046447748 0.43994975090026861 -0.02049455605447292 -0.017443987540900704
left_child=6 2 7 5 -5 -4 16 10 -9 12 -2 26 13 -3 -13 -14 19 18 -18 20 -1 -21 -8 24 -24 -19 -11 -25
right_child=1 9 3 4 -6 -7 22 8 -10 11 -12 14 15 -15 -16 -17 17 25 -20 21 -22 -23 23 27 -26 -27 -28 -29
leaf_value=-0.014725488387133501 -0.00010985596878297028 0.063094938646804877 0.0093473786077518366 -0.019035490569234193 -0.0019115454953134142 0.00021731217502282994 0.10133782013343319 0.010924689092781799 0.0025258917519211791 0.10504952543653095 0.0016765416907532427 0.059415683684828274 0.0018951457690391206 -0.027950699269494627 -0.024730692886880071 0.0083875897118123599 0.011404160353952763 -0.025886249235104436 0.12033029053605346 -0.036569563825505975 0.0078025221465041665 -0.013127177781724448 -0.0021741041742515386 -0.065310253842088148 0.040345063524254064 0.0066296590904264914 0.049589608713667431 -0.025746058810271616
leaf_weight=425.10628168284893 18025.173441812396 5.2191386073827735 1121.9822842031717 548.43665637075901 45997.995389968157 29599.35306109488 2.6785845160484305 694.49630764126778 5265.3164904266596 4.901124581694603 19025.300677925348 4.9661753177642831 18138.076725631952 48.563777565956116 9.1941015124320948 540.29792459309101 52.177062541246414 50.983150839805603 3.1117987707257262 97.234560858458281 54.184362009167671 65.603785507380962 20.568681091070175 2.9679638519883156 20.903911054134369 20.927882708609104 7.4091264158487338 2.5798397287726393
leaf_count=3193 73294 21 4615 2628 200849 122270 13 2805 21401 21 77614 20 73235 196 37 2238 374 379 20 1082 338 587 131 23 121 144 32 18
internal_value=-1.05229e-05 5.88633e-05 -0.000254775 -0.00105409 -0.00211331 0.000550754 -0.0117894 0.00118119 0.0035046 0.00206987 0.000807454 0.0358878 0.00202208 -0.0191156 0.00478043 0.00208295 -0.0136036 -0.00166304 0.0175348 -0.015969 -0.0121787 -0.0271252 0.0162948 0.0114502 0.0192573 -0.0164233 0.0716701 -0.0469121
internal_weight=139856 139037 120278 77267.8 46546.4 30721.3 819.028 43010.3 5959.81 18758.6 37050.5 26.4705 18732.2 53.7829 14.1603 18678.4 769.329 127.2 55.2889 642.129 479.291 162.838 49.699 47.0204 41.4726 71.911 12.3103 5.5478
internal_count=587699 581276 505476 330362 203477 126885 6423 175114 24206 75800 150908 110 75690 217 57 75473 6117 917 394 5200 3531 1669 306 293 252 523 53 41

Tree=59
num_cat=0
split_feature=48 6 17 6 6 6 53 9 9 33 6 6 51 17 6 4 6 23 5 6 48 23 50 3 46 14 19 29 34 0
split_gain=39.0988 28.2001 74.5869 55.996 112.404 99.99 49.1072 36.7751 40.1859 30.1557 27.6051 24.5212 20.9422 19.7607 19.6652 18.5446 17.9481 20.7549 16.0568 15.5886 15.3568 12.1747 9.40626 9.33778 7.76136 10.3684 8.22276 7.99227 7.45278 5.18072
threshold=-1.8694132566452024 0.4528979361057282 -0.9409729242324828 6.0550280977622613e-05 1.0000000180025095e-35 6.0543838117155253e-05 0.77570027112960827 -0.01001367252320051 0.017998616211116317 0.45067523419857031 1.3658986091613772 0.22455577552318576 -0.2086808383464813 0.64161425828933727 -0.92855474352836598 -0.032102923840284341 6.0526574088726199e-05 -0.0015040780999697743 1.3445462584495547 1.4561217427253725 0.80370745062828075 -0.0022112437291070815 0.21874361485242846 -0.0048636121209710828 0.0067029010970145473 -0.28268580138683314 -0.023051641881465908 -0.22464281320571897 0.64660403132438671 -0.037053914740681641
left_child=13 3 6 4 9 -6 10 12 -9 -2 -3 15 -4 14 21 -5 17 -16 -13 -18 -8 23 -23 -1 25 29 -27 -26 -29 -15
right_child=1 2 7 11 5 -7 20 8 -10 -11 -12 18 -14 24 16 -17 19 -19 -20 -21 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.01036597766488093 0.00043049139320123407 -0.019359430945050288 0.0046447762982931079 -0.0011570936158339733 -0.0097202892815772095 -0.00068355357947037841 0.0014956261823850573 -0.0043151161372826973 9.0439145172956927e-05 0.0043019644646454412 -0.0498041980389579 0.0017440927947564903 -0.00018426304823883092 0.021016138785657008 -0.014697577819027741 0.0048670301177515026 -0.0027911596558222299 0.026459201803075046 -0.0036097363922845726 -0.017215616137163475 0.049859389982592914 -0.0016508180001286068 0.04387106979574399 -0.0067350320743637445 0.073165653937510275 -0.0075523956894947234 0.0081489251263944448 -0.0051189723491834715 -0.039824026497013193 0.098631742940971281
leaf_weight=152.02882200479507 54064.221506237984 428.22250480949879 4238.4649849832058 1621.1573281735182 5848.2925101220608 8350.2728073298931 49.572680741548538 11118.163177974522 12195.594160333276 6311.314705312252 103.97217558324337 10934.959493786097 6231.3443866968155 4.7999023646116257 1152.4034563526511 12528.998621895909 1414.5522840246558 35.477879002690315 1838.0561746358871 247.23922976106405 29.367512702941895 20.220224961638451 34.515299037098885 218.74145051836967 3.1742897704243651 120.1118538454175 425.92373511195183 85.594342991709709 21.810340255498886 4.8633242547512037
leaf_count=663 220705 2159 17335 6623 28841 35850 242 47986 49838 25708 629 44967 25489 20 8020 51150 7467 175 7544 1374 140 90 152 1018 16 812 2124 415 126 21
internal_value=-1.00454e-05 0.000140887 -0.00117067 0.000585337 -0.000162653 -0.00440572 -0.0195211 -0.000838712 -0.00201054 0.000835193 -0.0253073 0.00265719 0.00177066 -0.00521384 -0.00690646 0.00417686 -0.00849341 -0.0134684 0.000973669 -0.00493721 0.019488 0.00372155 0.0270545 0.000276982 0.00310645 0.00565818 0.00469509 -0.00971687 -0.0121664 0.0600786
internal_weight=139833 135892 34394.7 101497 74574.1 14198.6 611.135 33783.6 23313.8 60375.5 532.195 26923.2 10469.8 3941.46 3275.18 14150.2 2849.67 1187.88 12773 1661.79 78.9402 425.506 54.7355 370.77 666.278 555.699 546.036 110.579 107.405 9.66323
internal_count=587699 565206 143818 421388 311104 64691 3170 140648 97824 246413 2788 110284 42824 22493 18959 57773 17036 8195 52511 8841 382 1923 242 1681 3534 2977 2936 557 541 41

Tree=60
num_cat=0
split_feature=9 9 34 13 34 48 7 7 3 11 7 37 2 33 16 33 51 33 45 46 23 55 11 55 26 55 21 55 3 31
split_gain=41.6644 64.6989 50.2389 40.4648 36.8623 35.6177 16.6638 16.331 15.0351 14.5457 20.3018 31.2899 15.5375 13.9895 15.1866 14.155 13.2396 27.5751 21.9167 18.7615 18.4807 15.3327 11.8118 10.4724 7.87531 11.631 5.91657 6.59896 5.04692 2.31372
threshold=0.021101565100252632 -0.015257265418767927 1.5559740066528323 -1.1003180742263792 -1.4323611259460447 0.80370745062828075 0.034113978967070586 0.030544045381248001 -0.028052153997123238 1.1326072812080386 0.01161006046459079 0.58004489541053783 0.044950025156140334 -0.33359098434448237 0.24156916886568072 1.04308158159256 -0.15151372551918027 -0.18776170164346692 -0.0046077333390712729 -0.022531763650476929 -0.0016591091989539561 1.1442640423774721 0.41451884806156164 0.062404163181781776 1.4606788754463198 0.16896904259920123 5.3197524547576913 1.7743487358093264 -0.037040866911411278 0.028885392472147945
left_child=1 16 3 23 -5 7 -7 -4 24 10 12 -12 -10 14 -11 -15 17 20 21 -19 -1 -18 -20 -3 26 28 27 -2 -26 -27
right_child=8 2 5 4 -6 6 -8 -9 9 13 11 -13 -14 15 -16 -17 18 19 22 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00026916548158610631 -0.010200098177187932 0.019006902427082452 -0.016951379643697785 -0.0080156603326381731 -0.0012765105870991555 0.032056582880273528 -0.0017229080938647844 -0.0057697990838676706 0.00060774435168320015 -0.0033383811102950453 0.0030461984619853614 0.012883949107869788 0.011981423850825221 0.002015183160908401 0.0072699532728479543 -0.0041307253693952722 0.0012344074432307018 -0.0022963144308613542 -0.00077156051742769966 0.0074413103708292801 0.0032854368618181499 0.0074147679864207342 -0.0066868966992311464 0.0055147070723400001 -0.032501750566877104 0.090419737045763143 0.039078216407136129 -0.062300839812234061 0.032446246760341649 0.039271462296405192
leaf_weight=11120.326282918453 383.09909468889236 298.85025483369827 1026.1748480573297 2390.5708518624306 49268.395882926881 71.703236326575279 95.871574252843857 571.10899325460196 13797.869229003787 3893.8973641842604 12716.581513911486 978.01094071567059 345.84542340040207 8990.0493838042021 419.95150576531887 1192.2685161679983 6671.0149731338024 662.89180754125118 12201.392127260566 3440.1078946441412 6515.9261607676744 1356.922384634614 1028.1222797781229 351.85095775127411 9.4410252571105939 4.9775162637233716 6.7065171599388114 6.9526478052139273 5.2185380011796978 4.959642618894577
leaf_count=45204 1545 1223 6780 11753 213777 307 404 2753 55934 15995 51892 4030 1405 36790 1705 4946 27049 2689 49958 13941 26510 5488 4207 1439 38 20 27 28 21 20
internal_value=0.000107628 -0.000499549 -0.00171966 -0.00142293 -0.00158837 -0.0105147 0.0127309 -0.0129534 0.00148614 0.00158529 0.00229422 0.00374877 0.000885856 0.000223878 -0.00230566 0.00129555 0.00103492 0.00195458 9.44118e-05 0.00586807 0.00104413 0.00227904 -0.00123127 0.0117113 -0.00847602 0.0206251 -0.0102801 -0.0111288 -0.00938144 0.0648916
internal_weight=139827 97071.2 54074.5 52309.7 51659 1764.86 167.575 1597.28 42755.8 42334.5 27838.3 13694.6 14143.7 14496.2 4313.85 10182.3 42996.7 21739.3 21257.5 4103 17636.3 8027.94 13229.5 650.701 421.355 24.5967 396.758 390.052 14.6596 9.93716
internal_count=587878 413482 238436 228192 225530 10244 711 9533 174396 172697 113261 55922 57339 59436 17700 41736 175046 88344 86702 16630 71714 32537 54165 2662 1699 99 1600 1573 59 40

Tree=61
num_cat=0
split_feature=22 44 48 9 2 6 17 53 28 33 48 46 28 28 28 7 13 1 1 23 31 13 33 21 28 0 21 9 28 26
split_gain=39.7462 51.6831 48.0748 47.0578 60.5545 39.3704 73.3809 29.1685 28.5855 32.1905 23.4779 18.4686 17.0848 17.0426 27.1393 13.915 13.3459 13.488 13.3424 13.2123 12.0607 14.4952 25.0837 17.5063 14.0781 21.19 17.7276 10.0069 9.86176 9.52648
threshold=-0.42492534220218653 3.7914838790893559 0.42183295637369161 0.019179280847311023 -0.0032923403196036811 0.85231199860572826 -0.9409729242324828 0.77570027112960827 0.14625950902700427 0.63154080510139476 -1.1056645214557645 -0.0028881018515676256 -0.056551102548837655 0.077588375657796874 -0.039758581668138497 -0.027378118596971032 1.5329554677009585 -0.021933546289801594 0.00047496052866335964 0.072871152311563506 -0.086692005395889268 0.022074085660278801 1.04308158159256 3.1571753025054936 -0.018852985464036461 -0.020871659740805622 4.1274077892303476 0.058555357158184058 0.085729725658893599 0.56439059972763073
left_child=1 2 3 4 -1 20 7 15 19 -10 12 -5 -3 14 -12 -7 17 -4 -9 -8 24 23 -23 -22 26 -26 -2 -15 -18 -14
right_child=5 10 16 11 -6 6 8 18 9 -11 13 -13 29 27 -16 -17 28 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0006859983951821297 -0.00042133640563158124 -0.0087265435538302003 0.0036988980014572427 0.0035682805400663589 -0.0045688409476951786 -0.015163164700327884 -0.0044569329227031329 -0.023919644904151237 0.0053831025422017963 -0.0079368542047648268 0.0022262359206663093 -0.00033084593824992347 0.052713857845651149 -0.0061646153038338357 0.014641764832633282 -0.043872670124852076 0.016975072275386985 0.00042305209638981414 0.037910975420769454 0.0088314007322060697 0.0041323058571903033 0.0026735263098143485 -0.0055030148785614619 0.015768538727888658 0.011529420576514425 0.0019817715545136735 0.014574178720893765 0.006140091279984646 -0.0024799184735665213 0.015091130687136836
leaf_weight=24731.640726827085 10508.9727281183 24.803608611226082 4096.4546227455139 4988.3724593967199 20746.797911167145 65.613877236843109 4220.0695044919848 16.547888055443764 2589.2840212285519 634.55058144032955 1043.2172992527485 10800.390378795564 60.986730068922043 458.02590414881706 940.36346627771854 171.0433784276247 248.72469134628773 25561.440606504679 24.053355008363724 221.19460527598858 8323.5593120008707 8526.4683467820287 1202.5546762794256 379.74802201986313 712.29364675283432 7839.4213396832347 226.21911644935608 312.20713800191879 103.7043217420578 27.398607224225998
leaf_count=105254 42375 100 16597 20415 95709 391 18031 86 10503 2576 4229 44450 265 1889 3818 1004 1020 104172 118 926 34086 35027 4982 1652 2923 32529 950 1265 418 118
internal_value=0.000101873 -0.000520483 -0.000740565 -0.00159185 -0.00245731 0.00138504 -0.00200646 -0.0287925 -0.00103757 0.00276132 0.00648633 0.000901062 0.0301432 0.00551397 0.00811211 -0.0359129 0.000997361 0.000875524 0.0127106 -0.00379512 0.00209917 0.00306861 0.00166287 0.00464003 0.00117268 0.00277702 -0.000105341 -0.00117701 0.0112503 0.0410512
internal_weight=139806 94144.5 91277.5 61267.2 45478.4 45661.6 7942.36 277.258 7665.1 3223.83 2867 15788.8 113.189 2753.81 1983.58 236.657 30010.3 29657.9 40.6012 4441.26 37719.2 18432.3 9729.02 8703.31 19286.9 8551.71 10735.2 770.233 352.429 88.3853
internal_count=587878 399719 388035 265828 200963 188159 33635 1599 32036 13079 11684 64865 483 11201 8047 1395 122207 120769 204 18957 154524 75747 40009 35738 78777 35452 43325 3154 1438 383

Tree=62
num_cat=0
split_feature=19 17 28 21 6 17 28 28 6 0 14 21 37 34 9 51 9 5 8 16 6 18 24 51 6 6 28 11 2 9
split_gain=37.9142 36.8775 32.3484 39.6374 33.4003 32.1754 31.1441 25.0108 23.6114 21.9031 17.3193 16.9057 21.9406 16.5897 19.927 15.5365 14.7771 14.7227 14.0001 12.6764 10.7694 9.64375 9.50036 8.59698 10.8813 9.47062 8.41765 5.60026 6.18061 3.29417
threshold=-0.022519317455589768 -0.41982804238796229 -0.2991290539503097 0.21774604171514514 0.85231199860572826 -0.9409729242324828 0.044069897383451469 1.0000000180025095e-35 6.0536020100698813e-05 0.021016929298639301 1.7638937234878542 -0.19335094839334485 2.6841048002243046 -0.6630394160747527 0.072968218475580229 -0.28575438261032099 -0.13463155925273892 2.4104387760162358 -0.44541607797145838 -0.13156550377607343 -1.4276422858238218 -0.020662431605160233 -2.3852913379669185 -0.33440904319286341 -0.79470250010490406 -0.45341317355632776 0.069395199418067946 -0.65270367264747609 -0.0050297209527343503 0.0075221387669444093
left_child=7 2 5 6 -5 18 -4 22 19 11 16 12 -3 21 -15 -7 -11 -13 -2 -9 -21 -10 27 24 -24 -25 -12 28 -1 -29
right_child=1 9 3 4 -6 15 -8 8 13 10 26 17 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=-0.056843605169082087 -0.020175657284278271 0.00027089552649994927 -0.0013082054455907826 -0.0045862734740538466 -0.020280972203873478 0.02121941239374504 0.00228925264587846 0.088285792561021939 0.014188239795414084 0.0055543939005294075 0.021043983386974271 0.0021346812709242195 0.0089426232572441897 -0.0078477403712356071 0.012386738757844249 0.0019883717016613896 -0.0041030400311290391 -0.012519748251342788 0.027714410822530147 0.0098784938057765448 -0.01467039601367337 -0.00040878447732241394 0.032081298147275394 -0.0017574892296446708 -0.049734095242273922 0.006327153962880837 0.0014022400439704672 -0.076263252596602008 0.016090215731343477 -0.022860901829502265
leaf_weight=4.795891821384429 18.591390013694763 37532.069417208433 41555.877584174275 1907.878608673811 475.89438116550446 126.82239080965519 8073.0751892179251 3.4515595957636824 152.84273740649223 496.96150770783424 124.17952832579613 36054.9150294438 837.87014137208462 2025.6003612950444 146.60785575211048 1697.2325096726418 4261.4708068370819 193.61041430383921 220.7345424592495 52.824976921081543 1009.1388025097549 755.90712280571461 43.358528956770897 1260.2576115727425 5.1037830710411063 601.16629594564438 121.01731729507446 7.9029836356639844 10.216776326298715 5.5048339813947678
leaf_count=20 90 157154 176337 8096 2492 508 32751 25 778 2010 513 147551 3382 9475 595 6805 17850 798 1050 244 7385 3355 199 5328 23 2474 491 33 43 23
internal_value=9.63981e-05 0.000282609 -0.00078548 -0.00104367 -0.00771955 0.00572277 -0.000723012 -0.00399521 -0.00631847 0.00100801 -0.00238662 0.00123564 0.000460257 -0.00396657 -0.00648206 0.00332546 -0.00309444 0.00205641 0.0239942 -0.0131197 -0.0134493 0.00204629 0.00097465 0.00142728 0.023465 0.000853531 0.0113498 -0.0294428 -0.00720895 -0.0543379
internal_weight=139783 133698 54076.1 52012.7 2383.77 2063.38 49629 6084.68 4146.37 79622.1 5003.63 74618.5 38369.9 3080.96 2172.21 1824.05 4758.43 36248.5 239.326 1065.42 1061.96 908.75 1938.31 1909.89 48.4623 1861.42 245.197 28.4205 15.0127 13.4078
internal_count=587878 557878 228129 219676 10588 8453 209088 30000 21857 329749 20864 308885 160536 14203 10070 7313 19860 148349 1140 7654 7629 4133 8143 8024 222 7802 1004 119 63 56

Tree=63
num_cat=0
split_feature=29 3 22 44 28 28 6 21 7 28 1 0 28 28 16 25 6 11 5 24 22 21 9 51 24 28 29 1 25 29
split_gain=33.5793 27.2605 26.9614 43.9757 31.8902 41.8166 26.1097 57.6034 24.0039 23.7628 23.76 23.5846 20.3807 35.508 20.1982 18.1375 16.8077 12.607 12.2551 15.974 12.3684 11.2247 9.98287 10.8579 10.2795 9.32639 7.7617 7.1069 5.14938 4.5111
threshold=-0.24811669439077375 -0.004409077111631631 -0.42492534220218653 3.7914838790893559 0.018866457976400856 -0.0035241957521066065 0.85231199860572826 2.2328716516494755 0.042344035580754287 0.077588375657796874 0.0012467718916013839 0.0030364402336999778 0.077588375657796874 -0.043579379096627228 0.021998924203217033 -0.63301044702529896 -1.8101844191551206 -0.79237005114555348 2.4104387760162358 0.17341951280832293 -0.30905914306640619 -0.035575900226831429 0.028061360120773319 0.38889254629611975 -0.086866248399019227 -0.56706458330154408 -0.25058718025684351 -0.0034431655658408995 0.7520141899585725 -0.2533543705940246
left_child=1 22 3 4 5 -2 18 9 15 -8 -9 -6 13 -5 26 16 -3 -17 20 -20 -4 -14 23 25 28 -1 -10 -16 -24 -26
right_child=2 8 6 12 11 -7 7 10 14 -11 -12 -13 21 -15 27 17 -18 -19 19 -21 -22 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.041864766501943249 0.00048948546000485193 0.018513989570633601 0.012631154056906948 0.0022719541838092058 0.0039449727702739841 -0.0021598562356658635 -0.0040203342164833967 -0.032039679026371982 0.016927982014226517 0.0021881754622950301 -0.0079507568645506912 6.0517592054596542e-05 0.0009833654604789572 0.016483663442006947 -0.022089189676170524 0.040343135127049574 -0.017287386365270524 -0.0066750404228971228 0.024222539248274413 -0.015097789504561502 0.0019160670283912009 -0.021742679439336551 0.014212209230983328 -0.042843626178249918 0.019852359592942039 0.00025344108886347336 0.053643834200450741 0.00025584693400930805 -0.048377390056293948 0.068312843761383815
leaf_weight=14.856966167688368 29546.111540645361 38.562993228435516 305.18107807636261 1015.1094787269831 6791.6747016310692 38595.390360955149 2902.6536749899387 223.68027357757092 80.487565472722054 4292.7071843445301 236.76044927537441 12418.96615421772 697.18156616389751 961.69183503091335 44.544924139976501 16.174390435218811 821.99783250316978 1665.7654371038079 33.54496431350708 215.26134171336889 35838.166412338614 66.907528445124626 12.826601460576059 16.726556211709976 8.7467788606882113 2469.7061738148332 20.240603893995285 390.3636981844902 5.1849068105220786 14.08444708585739
leaf_count=60 120385 186 1253 4118 27563 169051 12462 1288 337 17486 1082 50781 2807 3918 183 72 5054 8744 137 885 146540 322 52 69 36 11210 82 1637 21 57
internal_value=9.12408e-05 -0.00392223 0.000259398 -0.000265994 -0.000473412 -0.0010111 0.001334 -0.00147934 -0.00727667 -0.000316376 -0.0196531 0.00143382 0.00634441 0.00918579 0.00292024 -0.00942488 -0.0156831 -0.00622289 0.00192585 -0.00979648 0.00200654 -0.00100664 0.000139477 -0.000284927 0.0261308 1.58644e-06 0.0243058 -0.00203281 -0.00380523 0.0497473
internal_weight=139761 5620.27 134141 90093 87352.1 68141.5 44048 7655.8 3078.14 7195.36 460.441 19210.6 2740.89 1976.8 535.637 2542.5 860.561 1681.94 36392.2 248.806 36143.3 764.089 2542.13 2501.29 40.8427 2484.56 100.728 434.909 18.0115 22.8312
internal_count=587878 27800 560078 378945 367780 289436 181133 32318 16295 29948 2370 78344 11165 8036 2239 14056 5240 8816 148815 1022 147793 3129 11505 11339 166 11270 419 1820 73 93

Tree=64
num_cat=0
split_feature=9 3 19 17 31 13 28 9 25 46 33 9 17 24 7 34 28 26 1 3 1 23 1 13 46 3 17 3 33 20
split_gain=31.6563 52.4161 42.467 30.8373 30.409 28.7786 27.9083 26.0669 20.1872 18.939 18.8154 16.1206 15.451 13.7129 15.2617 20.4095 23.2421 11.582 10.9682 10.3847 10.7448 9.72401 9.65266 11.2955 8.73721 8.69868 8.37741 8.35052 16.6076 10.9335
threshold=0.021101565100252632 -0.004409077111631631 -0.02187036536633968 -0.67800009250640858 0.072833202779293074 -0.74048772454261769 0.0020204392494633798 -0.030657990835607048 -1.0307565331459043 -0.0027260719798505302 -0.33697441220283503 -0.0042681328486651174 -0.31170041859149927 0.52129289507865917 0.010336671490222217 1.0916985869407656 0.119200736284256 -0.99920251965522755 -0.004732246743515133 -0.029088363982737061 -0.0033173885894939299 -0.0036296144826337691 0.15993273258209231 1.5329554677009585 -0.096626013517379747 -0.032556787133216851 -0.73636841773986805 0.040722083300352103 -0.11855948716402052 -0.019951332360506054
left_child=1 4 8 6 5 11 -4 -7 21 -5 -10 -1 17 14 19 16 -16 -6 -17 25 -21 -3 27 -24 -14 -2 -25 29 -29 -15
right_child=13 2 3 9 12 7 -8 -9 10 -11 -12 -13 24 22 15 18 -18 -19 -20 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0035659123209575063 -0.004959278094218267 -0.033566656026314194 0.00093054797485328793 0.0010538263433350523 -0.0034864725642606413 0.00077675267017060859 -0.0082300983219792141 -0.001812580128691338 -0.0074230724577183963 -0.0019584978453285802 0.0023273192916513545 0.015830945667783036 0.013601438861446798 -0.0015117559840319328 0.0072634524719647139 -0.0045457388351959433 -0.00077056136163157322 0.0016142704742656492 0.0020921081495750421 0.0030216891231533648 -0.00022609582362892745 -0.012671533024747461 0.053230774511556653 0.050935768415913296 0.003645215709211959 -0.028687197166538021 0.0050250244835805509 0.00089796028018099803 -0.0091555329065604544 0.0016976069329405331
leaf_weight=2032.5523186028004 255.11181919276714 67.679233625531197 1331.7266304641962 10078.973183147609 1473.3150696232915 20618.380511343479 3129.4279669299722 23220.382247194648 2494.8958446234465 14015.408216036856 715.32545875757933 353.35140164196491 255.40300314128399 5389.7275977283716 4660.7346470057964 760.39457881450653 1291.8546118140221 8266.6837879940867 8696.3027554154396 4301.4689856916666 8546.7776306420565 827.34965438395739 15.983366712927817 11.729399755597113 8095.0294140428305 52.296207815408707 231.74561609327793 1045.3591254651546 826.4655494838953 6674.0007378906012
leaf_count=8225 1029 311 5605 42946 6345 83606 14589 99211 12855 60751 3278 1449 1043 22098 19051 3087 5299 34662 35587 17359 34721 4910 65 48 33696 211 945 4256 3389 27251
internal_value=8.63415e-05 -0.000443369 -0.00217247 -0.00144784 0.000434709 -0.000286246 -0.0054955 -0.000594757 -0.00721285 -0.000698406 -0.00525042 0.00538236 0.00227689 0.00128768 0.00195675 0.0030887 0.00551988 0.00084271 0.00155837 0.000630901 0.000861231 -0.0142516 -5.87097e-05 0.0100701 0.00394973 -0.00899587 0.00723677 -0.000247293 -0.00354095 0.000263756
internal_weight=139736 96975.9 32660.8 28555.5 64315.1 46224.7 4461.15 43838.8 4105.25 24094.4 3210.22 2385.9 18090.4 42760 28564.9 15409.3 5952.59 9740 9456.7 13155.7 12848.2 895.029 14195 259.458 8350.43 307.408 243.475 13935.6 1871.82 12063.7
internal_count=587878 413482 145245 123891 268237 192491 20194 182817 21354 103697 16133 9674 75746 174396 116344 63024 24350 41007 38674 53320 52080 5221 58052 1058 34739 1240 993 56994 7645 49349

Tree=65
num_cat=0
split_feature=17 28 6 0 21 6 21 33 28 6 1 34 6 0 24 3 48 24 28 17 3 45 4 24 18 33 12 27 27 7
split_gain=29.3641 30.1431 46.7086 58.0602 43.229 33.1825 25.07 25.1157 25.5943 16.8443 16.2547 18.4109 16.2361 15.5462 14.3293 16.7961 13.2692 13.0307 12.8089 11.9744 11.792 11.4395 11.288 10.5906 9.96982 9.82188 9.03019 9.68269 7.27157 7.11655
threshold=-0.41982804238796229 -0.0035241957521066065 6.0544911320903345e-05 -0.0015730941086076198 0.26814436912536627 0.90988287329673778 3.1571753025054936 1.2453320622444155 -0.91767302155494679 0.66113388538360607 -0.060730170458555215 -1.4177638888359068 6.0536020100698813e-05 -0.0038809148827567692 -2.3852913379669185 -0.011749199591577051 -2.2512876987457271 0.818040430545807 -0.04837903939187526 3.3830503225326543 -0.050888981670141213 0.0083729289472103136 -0.051684929057955735 0.46356160938739782 -0.017748594284057614 -0.389328584074974 0.89294114708900463 -0.0014901475515216587 0.0024529916699975733 0.017686642706394199
left_child=1 6 3 17 9 -6 13 -8 -9 -4 19 18 -5 28 15 -13 -16 -3 24 21 -15 22 -2 -23 -12 -20 27 -21 -1 -28
right_child=10 2 4 12 5 -7 7 8 -10 -11 11 14 -14 20 16 -17 -18 -19 25 26 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0010056990151789316 0.0096821377150291092 0.00029090573446446775 0.00057118624138126502 -0.0134497695495925 -0.0047342773576354528 -0.022062615115482829 0.062707289052244833 0.034918281712868163 0.0039748168578609758 -0.0022577698228546895 -0.0080022105004481404 0.00049197667561765512 -0.0069537159480938847 -0.038021699304999101 -0.0070427317155795973 -0.012997675529539435 0.00068399549021329331 -0.00690162597970895 0.0035469043396015843 0.053046138429251481 0.0032169671589538365 -0.015973795374494341 0.00090949730213571488 0.019191340992767605 0.0064001107231720722 -0.0067152270678079076 0.024368931395603095 -0.015931023308472785 0.0025617031673718978 -0.031677176960694671
leaf_weight=12660.43237374723 930.87421683967113 3743.9176268875599 17570.909646466374 1785.1471637040377 1146.3127024173737 425.69513260573149 25.816152572631836 90.295710265636444 445.74799874424934 8910.4168488010764 182.09823332726955 571.85211579501629 2739.064187400043 19.563730731606483 629.47630902007222 474.33484842628241 76200.770204860717 872.42340622842312 298.94696836918592 35.912248209118843 4407.9560171067715 125.58179379999638 739.17529149353504 29.757841512560844 522.14433920383453 2118.7236296832561 16.590512707829479 6.798849329352378 1838.0135264396667 10.324344366788862
leaf_count=51616 3761 15713 73102 11259 5015 2299 114 473 1879 37776 732 2339 13163 79 3933 1989 315988 3667 1470 145 18029 510 3003 121 2095 9357 67 28 7477 42
internal_value=-0.000145354 -0.001075 -0.0019597 -0.00525007 -0.000887606 -0.00942674 0.000613504 0.0116463 0.00918719 -0.000380699 0.000490331 0.000376811 -0.00951691 0.00028597 0.000536797 -0.00562415 0.00062069 -0.00106838 -0.00361406 0.00534251 0.00303475 0.0045197 0.00579931 -0.00923734 0.00267606 -0.00544631 0.0269144 0.0420662 -0.000553448 0.00287005
internal_weight=139575 56681.7 37193.9 9140.55 28053.3 1572.01 19487.8 561.86 536.044 26481.3 82893.4 80998.3 4524.21 18926 77876.4 1046.19 76830.2 4616.34 3121.91 1895.02 4427.52 1825.39 1670.05 155.34 704.243 2417.67 69.626 42.7111 14498.4 26.9149
internal_count=587241 241661 161994 43802 118192 7314 79667 2466 2352 110878 345580 337903 24422 77201 324249 4328 319921 19380 13654 7677 18108 7395 6764 631 2827 10827 282 173 59093 109

Tree=66
num_cat=0
split_feature=17 28 23 0 17 29 21 33 28 28 51 29 0 1 35 18 20 29 0 33 55 26 55 49 17 17 45 33 55 21
split_gain=26.349 27.0652 39.0714 29.9717 35.483 24.9461 22.5921 22.9679 23.5305 21.0435 17.8618 16.4115 13.9373 13.6704 16.647 15.0379 13.4931 12.227 11.2605 17.5847 15.8433 12.3413 12.7285 10.8672 10.7251 10.2984 10.2606 8.8358 8.50885 6.99319
threshold=-0.41982804238796229 -0.0035241957521066065 -0.0018552878173068164 0.00041078397771343594 -0.9409729242324828 -0.23619635403156278 3.1571753025054936 1.2453320622444155 -0.91767302155494679 0.0020204392494633798 -0.31473231315612787 -0.083203244954347597 -0.0038809148827567692 -0.060730170458555215 -1.3999807834625242 -0.013046166859567164 -0.029542733915150162 0.81038707494735729 -0.00078815114102326323 -0.33245849609374994 -1.2189113497734068 -0.7412101924419402 -1.0311899185180662 -1.3179033398628233 3.3830503225326543 0.087963007390499129 0.0083729289472103136 -0.35664075613021845 -0.33667999505996699 0.023337204940617088
left_child=1 6 9 5 -5 -4 12 -8 -9 17 18 -11 29 24 16 -16 -15 -3 21 20 -20 27 -23 -14 26 -21 -12 -2 -26 -1
right_child=10 2 3 4 -6 -7 7 8 -10 11 13 -13 23 14 15 -17 -18 -19 19 25 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00025961909449473555 -0.011362859867331312 -0.0018069601581822527 -0.0033869637051157551 -0.017322471299895711 -0.0011153595771309695 0.0054148952614412353 0.060269902039951695 0.033647591062235672 0.003766570841194721 -0.0037667163001834664 0.005489820503141638 -0.008214551025158591 -0.0054344947067130273 0.011876520955334967 0.0013692402527732657 -0.00014253067696823123 -0.0036344216190730672 0.0076282110634257891 0.017576859238241919 -0.010282852032529047 -0.017642179647341265 -0.011828146719825445 0.0022083886163950534 0.0037025198362570311 -0.011375353396422832 0.020569380610970179 -0.0087572828462688448 0.0064304247590051935 0.034775558284129329 -0.0056462993510192194
leaf_weight=13785.610970512033 493.24775021150708 4030.9121406823397 1202.4684118852019 388.12483692914248 16987.81518162787 3650.0754046440125 25.446617975831032 88.780885189771652 445.46946480870247 6980.2087412811816 1670.6688531935215 3498.0060093402863 402.16095171868801 164.81017320603132 40296.652162767947 34143.152624428272 3570.4813329055905 426.64365604519844 39.08599379658699 52.428037859499454 437.29409173876047 207.87184550613165 1428.8926758021116 4026.8816935569048 14.057868883013724 72.304479613900185 155.18410490453243 93.208575136959553 55.624060809612274 711.95702914893627
leaf_count=56193 2862 16959 5339 2088 70877 15025 114 473 1879 34037 6764 15919 1634 715 167091 141372 14911 1750 175 219 2052 945 6835 16474 57 302 631 424 225 2900
internal_value=-0.000137747 -0.00101872 -0.00185756 -0.000448917 -0.00147738 0.00323378 0.000581124 0.0110753 0.00873215 -0.00395401 0.000464311 -0.00525156 0.00027079 0.000610426 0.000502591 0.000675839 -0.00295004 -0.000903897 -0.0036781 -0.010114 -0.0147525 -0.00193796 0.000425725 0.00287287 0.00505774 0.00760145 0.00427892 -0.00853488 0.0254649 -0.000524152
internal_weight=139546 56650.6 37164.3 22228.5 17375.9 4852.54 19486.3 559.697 534.25 14935.8 82895 10478.2 18926.6 80070.6 78175.1 74439.8 3735.29 4457.56 2824.33 601.113 476.38 2223.22 1636.76 4429.04 1895.53 124.733 1825.85 586.456 69.6819 14497.6
internal_count=587241 241661 161994 93329 72965 20364 79667 2466 2352 68665 345580 49956 77201 331766 324089 308463 15626 18709 13814 2748 2227 11066 7780 18108 7677 521 7395 3286 282 59093

Tree=67
num_cat=0
split_feature=20 17 28 6 6 17 0 17 0 6 6 6 28 9 33 8 52 33 25 46 28 9 49 5 26 8 23 25
split_gain=24.8444 24.6537 30.8358 30.2283 58.6072 32.0636 14.3341 14.7196 14.0402 21.125 49.0686 21.2252 19.3423 12.8542 11.0491 13.8921 11.258 16.5213 12.0452 10.8251 9.83433 12.7819 10.4559 9.10944 7.2077 7.43313 6.13405 5.85722
threshold=0.064619619399309172 -0.41982804238796229 -0.012801113072782753 6.0544911320903345e-05 1.0000000180025095e-35 -0.9409729242324828 -0.00373752589803189 -0.9409729242324828 0.022381779737770561 6.0546803069883033e-05 1.0000000180025095e-35 0.22455577552318576 0.0023107397137209777 -0.078978057950735078 6.7063963413238534 -0.010129325091838835 0.14369332045316699 2.065210342407227 1.7832931280136111 0.0110486401244998 -0.081908166408538804 -0.41331471502780909 -1.5564542412757871 -1.6722549796104429 0.48550662398338323 0.080620504915714278 -0.0097320508211851103 -0.98159673810005177
left_child=1 2 6 4 -4 -5 7 -1 9 10 -3 -11 27 -14 15 20 18 -18 -17 -8 22 -22 -2 -16 26 -26 -25 -10
right_child=14 8 3 5 -6 -7 19 -9 12 11 -12 -13 13 -15 23 16 17 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29
leaf_value=0.011050134002794457 0.016403890609812843 0.00033694854735719673 -0.0012527495853064392 -0.0095295889595893978 -0.009026720035052194 -0.00059359195629669393 0.0030558330352754297 -0.00037819348166242758 -0.0072166372256149925 0.0033990377265901298 -0.0052124275788292289 0.00056126242078057833 0.0050968179957951087 -0.004712412412570771 0.04852763998245499 0.0073426083086586148 0.0042633623631556762 -0.010147881220413676 0.030698107105514277 0.016241372557228514 0.014590957522094741 -0.00039851152623320832 -0.012645547631967844 -0.030167234287388656 0.01718798940627499 -0.024415484216305725 -0.0075605577215615569 0.029111651621905238
leaf_weight=325.40774115920067 39.932388469576836 35662.515463158488 7079.0965273827314 1180.4671630784869 4427.9587618522346 25338.789543926716 3484.4349460303783 11669.057389050722 15.292099401354788 10571.994192004204 5118.1041172929108 24704.672045700252 427.12434288859367 3090.1454411447048 7.4207676202058783 1953.8512446284294 1920.7023613378406 252.8766366392374 64.061709746718407 184.14289434254169 182.3765819221735 1290.8607564717531 271.03698237240314 62.402315601706505 39.594209164381027 17.348994076251984 73.339656099677086 67.475748106837273
leaf_count=1485 160 145293 29636 5689 24117 106237 14246 47423 67 43451 26080 102434 1731 13003 30 8064 7915 1037 263 744 734 5237 1086 252 162 70 301 294
internal_value=-0.000130513 -0.000282717 -0.00116052 -0.0019757 -0.0042442 -0.000991365 0.000818565 -6.8145e-05 0.000308923 0.000462008 -0.000359517 0.00141171 -0.00292527 -0.00352122 0.00315583 0.00356606 0.00523332 0.00258674 0.00808406 0.00371768 -0.00035071 0.00145708 -0.00891523 -0.00909479 -0.011314 0.00451258 -0.0179531 0.0223997
internal_weight=139522 133347 53689.4 38026.3 11507.1 26519.3 15663 11994.5 79657.3 76057.3 40780.6 35276.7 3600.04 3517.27 6175.8 5975.7 4191.49 2173.58 2017.91 3668.58 1784.21 1473.24 310.969 200.106 192.685 56.9432 135.742 82.7678
internal_count=587241 561930 229577 165679 53753 111926 63898 48908 332353 317258 171373 145885 15095 14734 25311 24496 17279 8952 8327 14990 7217 5971 1246 815 785 232 553 361

Tree=68
num_cat=0
split_feature=20 17 13 25 48 33 51 18 33 13 9 23 47 18 33 7 26 52 0 33 16 0 5 46 3 11 29 18 33
split_gain=22.27 22.1229 23.5516 33.4093 22.8783 18.0761 14.5586 15.3303 22.5954 17.2126 14.1707 13.5772 13.4249 10.8472 10.4794 10.7105 14.3701 13.0272 10.3958 15.8553 11.4973 10.0182 8.1539 6.75313 6.22068 10.2137 6.07048 8.94115 6.95855
threshold=0.064619619399309172 -0.41982804238796229 0.009677451569586994 -0.34858906269073481 -0.34191577136516565 -0.39564837515354151 -0.31473231315612787 -0.013046166859567164 -0.19068117439746854 -0.10903009772300719 -0.099501926451921449 -0.0016591091989539561 0.76390226185321819 -0.0067468869965523473 6.7063963413238534 -0.016868890263140198 1.7379598617553713 0.14369332045316699 -0.00078815114102326323 -0.33245849609374994 -0.013254805468022822 -0.0020303160417824979 -1.6722549796104429 0.086264569312334075 0.10860868543386461 0.82590126991271984 0.44090917706489569 -0.0075472239404916755 -0.32577511668205256
left_child=1 2 5 4 -4 10 18 8 -8 -9 -1 -7 -5 21 15 16 -15 -17 20 -20 -3 26 -16 -24 25 -23 28 -28 -2
right_child=13 6 3 12 -6 11 7 9 -10 -11 -12 -13 -14 14 22 17 -18 -19 19 -21 -22 24 23 -25 -26 -27 27 -29 -30
leaf_value=-0.0084103032934185196 0.074219878701457839 -0.0261092361631374 -0.0080488650049026431 -0.001570748267315445 -0.0027297481562852024 -0.00082971389678929131 0.00037076009725962498 0.001321361438758607 0.0031441358247497751 -0.0012175892411062609 0.011919394973999365 0.0021509216648513277 0.0020620203373142624 -0.0015932803550071204 0.045862785524647592 0.0083972296618905588 0.013966257069620314 0.002446970943042066 -0.014069180658398159 0.0071563237642624069 -0.0011783247970537751 -0.023639378399022387 -0.016833858974987046 0.0053739076599260659 -0.079169646022598433 0.05125494706726838 0.0040476424949909421 -0.067210264888267507 0.0086547437539602774
leaf_weight=115.84040151536465 6.4519707709550884 53.236944459378719 3587.5408371426165 13313.132656440139 6191.5214294418693 20837.631336092949 31222.437525663525 11051.350040510297 11216.305707328022 23343.909230932593 571.31520055234432 5406.6634631156921 3638.4463061094284 1480.9484688937664 7.4353487342596045 1914.1123114228249 187.88444413244724 2246.6692992150784 474.177978515625 124.8966815918684 2166.35936755687 79.686728090047836 139.28594824671745 53.136965095996857 5.0863993540406218 5.4657428413629523 31.439300000667572 5.8697632402181616 15.400245591998099
leaf_count=467 26 230 17607 58274 25958 87288 130095 45188 46028 97228 2494 22485 15004 5983 30 7888 757 9235 2227 521 10836 346 566 218 23 23 129 24 63
internal_value=-0.000123688 -0.000267858 -0.00109967 -0.00221416 -0.00468112 6.51714e-06 0.000292533 0.000429773 0.00110375 -0.000401813 0.00849222 -0.000215665 -0.00079102 0.0029869 0.00333646 0.00374557 0.00015848 0.00518431 -0.00344849 -0.00964403 -0.00177629 -0.0111204 -0.0085969 -0.0107013 -0.0222331 -0.0188321 0.00582977 -0.00716323 0.0280132
internal_weight=139494 133315 53662.1 26730.6 9779.06 26931.5 79652.7 76834 42438.7 34395.3 687.156 26244.3 16951.6 6178.87 6029.47 5829.61 1668.83 4160.78 2818.67 599.075 2219.6 149.4 199.858 192.423 90.2389 85.1525 59.1613 37.3091 21.8522
internal_count=587241 561930 229577 116843 43565 112734 332353 318539 176123 142416 2961 109773 73278 25311 24677 23863 6740 17123 13814 2748 11066 634 814 784 392 369 242 153 89

Tree=69
num_cat=0
split_feature=34 6 34 6 12 21 6 6 6 13 8 8 27 35 51 45 34 8 6 27 12 26 25 6 13 4 27 16 8 24
split_gain=23.2381 40.078 20.9478 23.7155 38.2684 35.0596 16.9276 64.9332 31.1284 16.3905 17.9335 13.2176 13.4764 12.0973 11.3644 10.8381 10.5934 10.2784 9.63862 11.1193 16.5671 10.8366 9.135 9.87617 9.0432 8.83242 8.27943 7.85265 8.87695 8.81959
threshold=1.5559740066528323 6.0545426094904549e-05 -1.4323611259460447 0.99501240253448497 -0.27979271113872523 4.1274077892303476 6.0548378314706504e-05 1.0000000180025095e-35 0.22455577552318576 -0.83258375525474537 0.016045723110437397 0.027335654012858871 -0.0054969855118542901 1.0926371812820437 -0.33180822432041163 -0.058543479070067399 0.54180008172988903 -0.099353183060884462 0.30048601329326635 0.0062011561822146186 -0.24415712058544156 0.55041325092315685 0.15585037320852282 6.0526574088726199e-05 -0.94883093237876881 0.028287012130022052 -0.0010291112703271208 0.0086827427148818987 0.010420556645840408 0.35143798589706426
left_child=2 11 9 6 16 -6 7 -4 -8 17 14 22 25 -14 -11 -12 -5 24 27 21 -21 -20 23 -2 -1 -13 -19 28 -3 -29
right_child=1 18 3 4 5 -7 8 -9 -10 10 15 12 13 -15 -16 -17 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.016290419200573846 -0.029211829040324776 -0.012542148660153211 0.00055343299102641346 -0.010764231144847492 -0.0010008245924879985 -0.022742369439579694 0.0030889807929584726 -0.0040856126830426864 0.00020279194671570731 0.064195003823614011 0.062507653376384753 -0.034577555444138583 0.041639287514768426 -0.0029430331831200997 -0.0011545393291569216 -0.00730519220642917 -0.026861761019019038 0.0062946798254583589 -0.0048480621383782171 0.064255630819459675 0.00028994791987701845 -0.020376553695804035 -0.009687063670108631 -0.012867177827016171 0.026062782860775267 -0.0028454901407905693 0.025506555152145862 0.0081609057873704548 0.041739644702070582 -0.0003306276767107488
leaf_weight=80.047635167837143 225.13112360984087 140.49559946358204 57557.894488632679 374.89385865628719 13961.155776649714 211.49868389219046 15884.700969472528 9938.9313667714596 30947.428011521697 7.4953898936510077 6.2617458552122107 63.993026159703732 17.901886187493801 380.16251497343183 2753.8876798972487 2554.7322750091553 165.54090533405542 280.46737769246101 903.56673381477594 11.532657191157339 825.3899158090353 146.73695506900549 311.98547537624836 192.75956770777702 17.204973503947258 40.066885970532894 81.268453538417816 627.60788910090923 9.0050846338272077 759.19759330153465
leaf_count=321 2167 582 235254 1900 58778 1188 65114 47900 128178 38 27 331 102 2137 11528 12254 881 1139 3871 53 3490 648 1935 1069 69 187 334 2589 40 3137
internal_value=-0.000117188 -0.00379865 9.93483e-06 0.000149768 -0.0018531 -0.00132527 0.000407519 -0.000129668 0.00118174 -0.0031112 -0.00393991 -0.011996 -0.00537744 -0.000938062 -0.000977157 -0.0071345 -0.0156951 0.00649849 -0.000848712 -0.00338602 0.00117138 -0.00701753 -0.0165494 -0.0216726 -0.00879771 -0.0223595 0.0106109 0.00226816 -0.00927252 0.00351227
internal_weight=139479 4655.53 134823 129042 14713.1 14172.7 114329 67496.8 46832.1 5781.37 5322.38 1232 502.124 398.064 2761.38 2560.99 540.435 458.988 3423.53 1887.23 836.923 1050.3 729.876 417.891 97.2526 104.06 361.736 1536.31 149.501 1386.81
internal_count=587241 22338 564903 539193 62747 59966 476446 283154 193292 25710 23847 7928 2757 2239 11566 12281 2781 1863 14410 8062 3543 4519 5171 3236 390 518 1473 6348 622 5726

Tree=70
num_cat=0
split_feature=8 8 51 16 48 14 16 24 7 15 24 28 8 24 46 17 18 35 51 16 51 23 55 34 9 50 16 16 8 23
split_gain=22.0266 46.2972 50.4546 39.8072 37.9602 29.6027 22.2147 19.9588 19.0188 17.8481 16.8468 16.721 16.1883 17.9708 21.2074 16.9658 15.4023 14.0109 14.3327 13.8551 13.8085 19.4522 17.1023 12.4629 16.6491 11.9157 10.4714 10.3438 9.6086 8.69761
threshold=0.015402814373373987 0.02922036033123732 0.44510343670845037 -0.013254805468022822 0.42183295637369161 0.011168861296027901 0.07694787904620172 -2.1505675315856929 0.039431510493159301 0.0061245714314281949 1.1264870762825014 0.021683344617486004 -0.055962797254323952 -1.4068903923034666 0.22887111455202105 -0.88097131252288807 0.020303746685385708 -1.3506662249565122 -0.30721545219421381 0.010171570815145971 0.30751793086528784 0.11360239237546922 0.74899813532829296 -1.0057910084724424 -0.06639490649104117 -0.96479499340057362 0.014055797364562752 -0.82018077373504628 -0.050118966028094285 0.11360239237546922
left_child=3 2 4 12 5 -2 17 23 16 10 -9 25 20 14 -14 -15 -8 26 -19 -11 22 -22 -1 24 -5 -4 -3 -13 -25 -6
right_child=1 6 11 7 29 -7 8 9 -10 19 -12 27 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00063725749001445752 -0.0020689015559612585 -0.0011188180841669307 0.00055769456855127048 0.076700691596289131 0.001049241181005705 -0.0060461588755622263 -0.0072130471828007981 0.006166527439333068 -0.00038296485073075826 0.00020230080584365449 -0.011698016699829084 0.12140258953028886 -0.0054526964887955552 -0.015964883032948744 0.041335233814844594 -0.00039913017782471522 0.0030825535075583088 -0.0025327629483765106 0.0018423915904610816 0.0037605216419588357 -0.0029797057430226226 0.015698017579803967 0.0046833710603750404 0.0052097876132973509 -0.0020593315643395553 0.0093519162172471318 -0.012541927315000928 -0.009049232180365456 -0.024468115351791962 0.067926778463284654
leaf_weight=12094.406011849642 10852.216420993209 701.21495535969734 617.89193753153086 8.3449320495128614 5043.5857805907726 10195.221007432789 2101.7886904329062 5063.3649353533983 18722.073857031763 6280.8810844868422 152.75405023992062 1.7197965830564488 2878.5218981802464 198.64811873435974 27.472410276532173 19973.390070527792 506.53165040910244 2286.8535260260105 26197.838068366051 6020.3654324784875 3270.5275799483061 164.50783140957355 3874.5479151457548 38.123049408197403 78.094865426421165 1444.7098199278116 332.21458159387112 236.67218743264675 156.20163726806641 5.4684188663959494
leaf_count=48737 48827 2859 2613 34 20849 49616 9466 20903 76557 26177 631 7 12008 904 114 83238 2140 10053 107835 24770 13263 703 15599 154 344 6063 1388 1024 678 23
internal_value=-4.70443e-05 -0.000627836 -0.00234205 0.000716482 -0.00300541 -0.00399546 0.000329502 0.00282067 -0.000973671 0.00304537 0.00564336 0.00518145 -0.000165083 -0.00111376 -0.00501038 -0.000552417 -0.00521366 0.0012712 0.00149114 0.00194373 0.000963226 -0.00208521 0.00161897 -0.0111984 0.00554419 0.00671744 -0.00479098 -0.00810813 -0.0186458 0.00112167
internal_weight=139526 79246 28397.5 60280.2 26096.5 21047.4 50848.5 17798.1 21330.4 17517.4 5216.12 2300.99 42482 23078 2905.99 20172 2608.32 29518.1 28484.7 12301.2 19404 3435.04 15969 280.764 86.4398 2062.6 1033.43 238.392 194.325 5049.05
internal_count=587577 339320 129022 248257 119315 98443 210298 73691 88163 72481 21534 9707 174566 96264 12122 84142 11606 122135 117888 50947 78302 13966 64336 1210 378 8676 4247 1031 832 20872

Tree=71
num_cat=0
split_feature=25 12 13 48 7 7 16 18 19 17 0 47 8 55 18 4 5 23 5 46 55 45 1 20 45 49 20 51 7 50
split_gain=23.5694 26.8925 21.5113 23.2145 21.0033 46.1441 17.9323 21.2656 17.0069 16.212 21.1134 15.4295 16.3141 16.1528 15.8267 15.1347 14.6554 13.8206 13.6977 11.7539 11.657 17.4819 11.564 11.2423 10.3591 10.0139 9.39204 8.0015 7.76169 7.34874
threshold=-0.96568456292152394 -0.13890884816646573 0.009677451569586994 -1.8694132566452024 0.016801761463284496 0.027214235626161102 -0.011679846327751873 -0.015025399625301359 -0.012425637803971766 -0.74624139070510853 -0.0022038938477635379 0.76390226185321819 -0.49987518787384028 -1.9132363796234129 0.046438999474048621 -0.14124661684036252 1.1715012192726137 -0.0012160699116066096 0.79844778776168834 -0.003921529045328497 -0.016158157959580418 -0.0091262371279299242 -0.0097162341699004156 0.023194737732410434 0.002415241790004075 0.23267766088247302 0.059613555669784553 1.3912253975868227 0.44278691709041601 -0.65264010429382313
left_child=2 4 19 17 6 18 8 -8 -2 10 -5 12 23 28 -14 -15 -7 29 -6 20 26 -22 -11 -3 -21 -19 -1 -26 -13 -4
right_child=1 11 3 9 5 16 7 -9 -10 22 -12 13 14 15 -16 -17 -18 25 -20 24 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00026314939522193543 0.00039784183209714814 0.0064897952197883919 -0.0071201968526746649 0.0070669824867089304 -0.002025246482063829 0.0021949097379987811 0.0025644147495008742 0.0082758258277513385 0.0063128067918725309 0.010617857644585733 -0.011632479913222051 0.02782827809942846 -0.0017256022037091202 0.010280465276519364 0.0019978162678158549 0.00046317615915143166 -0.00081134578775343843 -0.0093594270013578687 -0.0083980958900318394 0.0012896093948450065 0.00251045628037466 -0.0054741500853140584 -0.0022552854857545929 -0.0026889829766271276 0.0080090970822475852 0.024038704580093582 0.012837888245123325 0.04131148966368265 -0.032718591903581895 -0.023894082076536
leaf_weight=3694.7084818258882 14417.68467861414 1271.4493201076984 100.06781111657619 203.89408721029758 10537.55306404084 18597.046837083995 9129.214827157557 2290.7226622775197 1508.2791724950075 200.07537312805653 1008.6963876336813 82.613339737057686 34218.450376145542 457.48651503026485 3538.2850781530142 12318.017570123076 6032.7184879332781 76.545382648706436 1040.9864251762629 3724.2274637669325 1061.5327819436789 2807.0628561526537 9661.1382779106498 531.53238065540791 477.82637059688568 37.60813957452774 174.73582033813 21.163827270269394 6.408734291791915 274.95306520536542
leaf_count=15260 59306 5113 815 864 47984 77014 38042 9414 6196 837 4807 337 143722 1849 14549 50140 25580 436 5276 15690 4365 11688 40808 2138 1996 184 712 87 26 2342
internal_value=-4.46228e-05 0.000265639 -0.00157427 -0.00320433 0.000998627 0.00016131 0.0021073 0.00371007 0.000958023 -0.00270521 -0.00848821 -0.000622966 -0.00114147 0.0009715 -0.00137667 0.00081473 0.00145857 -0.0145033 -0.00259821 1.52269e-06 -0.00122587 -0.00328319 -0.0019941 0.00378382 0.00225043 0.00164366 0.000830998 0.00942156 0.0234695 -0.0194183
internal_weight=139503 115978 23524.2 11563 63554.2 36208.3 27345.9 11419.9 15926 11073.8 1212.59 52424.2 39559.7 12864.5 37756.7 12775.5 24629.8 489.174 11578.5 11961.3 7738.04 3868.6 9861.21 1802.98 4223.22 114.154 3869.44 498.99 89.0221 375.021
internal_count=587577 486686 100891 51093 268812 155854 112958 47456 65502 47316 5671 217874 165522 52352 158271 51989 102594 3777 53260 49798 32025 16053 41645 7251 17773 620 15972 2083 363 3157

Tree=72
num_cat=0
split_feature=6 23 23 44 6 17 28 6 53 28 31 28 55 6 21 25 54 25 38 5 28 23 8 9 34 6 24 7 4 45
split_gain=23.7512 32.7063 46.8365 49.3188 47.4139 32.1548 31.3804 29.3016 28.7508 28.5236 26.335 26.014 24.9941 20.5023 21.181 19.5004 19.16 18.8533 18.5273 17.5545 16.0696 15.5897 14.6951 13.5267 13.1699 12.8854 11.5868 11.3316 8.79787 7.62994
threshold=0.99501240253448497 -0.0016591091989539561 -0.0018641663482412694 3.7914838790893559 6.0548711189767353e-05 -0.9409729242324828 0.027290806174278263 0.22455577552318576 0.77570027112960827 0.058037035167217262 -0.10053554549813269 0.0028332605725154285 -0.24937080591917035 -0.16700311750173566 0.1032591760158539 -0.080528717488050447 6.3892827033996591 -1.5425517559051511 1.0000000180025095e-35 0.81225994229316723 0.041215280070900924 0.072871152311563506 -0.062285646796226495 0.052444193512201316 -0.76298356056213368 1.3658986091613772 -0.41616046428680414 0.038800681009888656 -0.0094395033083856088 0.0081179630942642706
left_child=1 2 13 4 -4 8 -5 10 15 11 21 26 18 16 -15 22 -1 -13 -11 20 -9 -3 -2 -12 -14 -17 -7 -21 -10 -30
right_child=5 7 3 6 -6 9 -8 19 28 12 23 17 24 14 -16 25 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018959341471185606 -0.0036933230874185118 0.00019771569412140724 -0.004660819655292082 0.016702964715844305 0.00051816988163536938 -0.0089018493272082447 -0.0086028275780060792 -6.8150859286270762e-05 -0.022319238405034515 -0.0017264581913718829 0.007079943286718687 -0.015521050967971815 0.0072791176568989613 0.0034044697056555225 -0.002691995071974756 0.037019746214006978 0.014884414152126078 -0.0042313113516549731 -0.014741446404804362 -0.0052711598586614372 0.0029280138444694333 0.019392190151650224 -0.046063978448437855 0.0026557591203799553 0.0011262369395535329 -0.030784995151163022 0.010274547434694782 -0.00057283848237950049 0.022840678969709424 0.092317861956666539
leaf_weight=47312.593287527561 28.183198273181915 5486.9815643578768 14669.880370885134 586.71422424912453 7506.352159768343 108.80498126149178 179.84007732570171 11292.600766837597 8.8988569825887662 2492.032117113471 4921.7008614391088 444.23018316924572 1398.343569740653 9547.2332956157625 1923.3086586222053 17.93304826319218 238.05041205883026 6424.6516406610608 350.44434121251106 1860.2763206511736 9064.6822326183319 121.49200555682182 124.850322522223 3205.5833398997784 3244.5137207508087 14.033730253577231 474.44651420414448 6412.7222415953875 18.935817420482639 5.8000438809394828
leaf_count=193550 182 22480 71831 2400 31140 480 727 47568 49 10170 20361 2058 5681 39041 8136 112 972 28193 1422 8047 36794 517 829 13005 13289 95 2100 26220 98 30
internal_value=-4.23235e-05 0.000199144 -0.000418874 -0.00245094 -0.0029078 -0.00202315 0.010766 0.0013948 -0.0222014 -0.00172781 0.00340713 -0.00404897 0.000583054 0.000371033 0.00238225 -0.0303964 -0.000114129 -0.00496145 -0.00333106 0.000429358 0.00126598 0.000613511 -0.0382608 0.00533495 0.00297937 0.0072528 0.00669721 -0.00162931 0.0228734 0.0391316
internal_weight=139486 124330 81964 22942.8 22176.2 15156.1 766.554 42366 218.635 14937.5 13735.8 7452.13 7485.33 59021.2 11470.5 185 47550.6 6868.88 2842.48 28630.3 20357.3 5608.47 153.034 8127.28 4642.86 31.9668 583.251 8273 33.6347 24.7359
internal_count=587577 522789 347797 106098 102971 64788 3127 174992 1395 63393 56363 32831 30562 241699 47177 1218 194522 30251 11592 118629 84362 22997 1011 33366 18970 207 2580 34267 177 128

Tree=73
num_cat=0
split_feature=6 17 23 23 44 6 28 53 6 28 27 31 55 28 6 37 25 23 37 35 23 8 9 23 46 9 46 28 12 27
split_gain=21.3251 29.4191 29.3295 42.0502 44.2402 42.6271 28.124 26.2852 26.26 25.6181 25.9148 23.5872 22.4147 18.7948 18.39 18.3094 18.1829 16.9991 16.9933 15.08 13.992 13.9588 13.5756 13.533 13.48 12.1009 11.9205 11.5288 10.7128 9.57885
threshold=0.99501240253448497 -0.9409729242324828 -0.0016591091989539561 -0.0018641663482412694 3.7914838790893559 6.0548711189767353e-05 0.027290806174278263 0.77570027112960827 0.22455577552318576 0.058037035167217262 0.0011375779868103566 -0.10053554549813269 -0.24937080591917035 0.0028332605725154285 -0.14825199544429776 6.9865906238555917 -0.080528717488050447 -0.010610489174723623 2.2682703733444218 1.2243171930313113 0.072871152311563506 -0.062285646796226495 0.04899996146559716 0.0038861763896420602 -0.0054278057068586341 0.052444193512201316 0.012870974838733675 0.27088661491870886 -0.19733574241399762 0.004181124735623599
left_child=2 7 3 14 5 -5 -6 16 11 10 24 20 18 -12 15 -1 21 -16 -11 23 -4 -2 -21 -10 -3 -13 -14 -18 29 -9
right_child=1 9 8 4 6 -7 -8 28 19 12 13 25 26 -15 17 -17 27 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014058306780372504 -0.0035057339567340102 0.0050603809988396349 0.00018723263130251622 -0.0044211411626798678 0.015809006928385144 0.00049066209701531885 -0.0081525602739445039 -0.0072991000214522551 0.0021698186545794154 -0.0020069690854280309 0.0066014148239217363 0.0066979957684088652 0.004225526810369416 -0.0036054959402548859 -0.0032940811364016004 0.018291331023646999 0.047694519834447946 0.0031727196967240912 -0.017778583861279867 -0.0051651162493326561 0.018377996677812675 -0.044951997964430786 0.00023936599954242971 -0.00039010317169849905 -0.015529848624521867 0.0025145116193971201 -0.0023106464648408485 -0.01786918076528116 -0.03494600127410346 0.059919814835485231
leaf_weight=48406.182349398732 28.119402408599854 102.52117185294628 5487.0976082012057 14646.171044431627 587.02798946201801 7507.0180349946022 179.71809920668602 9.009842589497568 12543.888870328665 2634.3631080985069 552.70993718504906 4926.4968659728765 3646.0383480787277 6095.4574937224388 1304.4240425005555 151.86048567295074 12.085162684321402 9160.0198769159615 206.97849160432816 2337.8818479031324 121.40450523793697 121.25573629885912 2956.7524181306362 10791.205826833844 693.2895956709981 3206.1938435137272 998.42246563732624 20.003620788455009 7.4075914025306693 17.563492223620415
leaf_count=198001 182 448 22480 71831 2400 31140 727 47 51814 10750 2413 20361 14879 26557 5564 621 76 37513 842 9930 517 829 11969 44916 3413 13005 4091 131 40 90
internal_value=-4.01828e-05 -0.00191786 0.000188576 -0.000396819 -0.00232349 -0.00275669 0.0101926 -0.021363 0.00132069 -0.00163725 -0.00383886 0.00322521 0.000552053 -0.00275692 0.000351357 -8.29391e-05 -0.029374 0.00236661 -0.00315586 0.000406591 0.000580999 -0.0371499 -0.00214702 0.000985995 -0.0128773 0.00504872 0.00282044 0.00682319 0.0214171 0.0371289
internal_weight=139459 15145.2 124313 81942.4 22919.9 22153.2 766.746 215.445 42370.9 14929.8 7443.98 13741.2 7485.8 6648.17 59022.5 48558 181.464 10464.4 2841.34 28629.7 5608.5 149.375 5294.63 23335.1 795.811 8132.69 4644.46 32.0888 33.9809 26.5733
internal_count=587577 64788 522789 347797 106098 102971 3127 1395 174992 63393 32831 56363 30562 28970 241699 198622 1218 43077 11592 118629 22997 1011 21899 96730 3861 33366 18970 207 177 137

Tree=74
num_cat=0
split_feature=25 6 17 12 33 29 2 34 14 34 0 51 31 55 53 47 55 8 27 4 47 25 14 7 27 17 33 28 28 8
split_gain=20.8945 26.5548 39.6599 24.0328 36.723 19.9674 18.2787 16.9373 18.1134 15.5675 16.689 15.0068 14.5391 13.4687 13.3834 13.3276 14.4548 13.8837 13.9808 13.597 12.2639 11.1649 10.5423 10.3855 9.90345 9.48827 9.29493 25.5134 9.53951 9.22372
threshold=-0.96568456292152394 0.90988287329673778 -0.89923131465911854 -0.13890884816646573 -0.3380224853754043 -0.19943871349096295 -0.0032923403196036811 1.5559740066528323 0.031393237411975868 -1.4177638888359068 0.003177645150572062 -0.27795830368995661 0.54337561130523693 0.45326490700244909 6.3087003231048593 0.76390226185321819 -1.9132363796234129 -0.49987518787384028 -0.053395569324493401 -0.14124661684036252 -0.5827713906764983 0.49654707312583929 0.035031789913773544 -0.56516984105110157 0.0093253487721085566 1.5450143218040469 0.2451635077595711 0.074734065681695952 0.049429029226303108 -0.11118129268288611
left_child=1 7 14 4 6 20 12 26 25 21 -11 -7 -2 -8 29 17 -17 23 -19 -18 -4 -6 -10 -5 -16 -9 28 -28 -1 -3
right_child=3 2 5 15 9 11 13 8 22 10 -12 -13 -14 -15 24 16 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0016192811270299644 -1.6524422241268591e-05 0.0026501379913479338 -0.022032061475545733 0.0014713916222944801 -0.0087968065523904623 0.05989340059890319 -0.00096973627841275803 -0.031297015631941698 0.046193172262073312 0.0027040972547742802 -0.00017000681536968225 -0.0022979344558117362 0.0046837157189508214 -0.0048167906084169944 0.04753172883792392 0.022150434304190527 0.0097159034892452291 0.002870987610606657 -0.0015359135851171581 0.00041365495163943626 -0.0077435870781042398 0.0025931330710796175 -0.0061733346316853541 0.011549852024859105 -0.049091259055799114 0.03502883710691064 0.0035239053811618667 -0.0067372957002922833 0.0026385197580768289 -0.045951181666595703
leaf_weight=13940.682327032089 10041.920716933906 12.275266408920286 233.36953222006559 1445.0907512009144 634.56203101575375 10.959836557507513 9560.2057992815971 117.79612920805812 11.106008119881151 30159.001448020339 6990.5933409333229 1958.4610458165407 2265.725796200335 3489.4022322930396 8.9073307216167432 89.252090141177177 457.78918436169624 2143.986024171114 35591.241615541279 12318.506844267249 609.25173315405846 390.52474131435156 390.54497600346804 358.44484308362007 4.4776094853878012 6.3871172070503226 3596.2271685898304 839.54973211884499 1653.4205868840218 103.06636267155409
leaf_count=59731 42054 78 1196 5810 2861 46 41752 1217 59 125813 29351 8307 9549 15759 47 363 1849 8771 149500 50140 2578 1673 1832 1441 23 57 14852 3497 6679 692
internal_value=-3.81516e-05 -0.00147933 -0.00618999 0.000253928 0.000946964 -0.00487311 -0.000616491 -0.000805407 -0.010195 0.00198548 0.00216327 -0.00195184 0.000848747 -0.00199842 -0.0349572 -0.000586269 0.000895447 -0.00106841 -0.00128553 0.000746965 -0.0117009 -0.00445761 -0.00472535 0.00347444 0.0152088 -0.0278857 -0.000558907 0.00158179 -0.00116783 -0.0407788
internal_weight=139433 23496.5 2940.77 115936 63531.9 2812.04 25357.3 20555.7 525.834 38174.7 37149.6 1969.42 12307.6 13049.6 128.727 52404.3 12865.5 39538.8 37735.2 12776.3 842.621 1025.09 401.651 1803.54 13.3849 124.183 20029.9 4435.78 15594.1 115.342
internal_count=587577 100891 12967 486686 268812 12127 109114 87924 3165 159698 155164 8353 51603 57511 840 217874 52352 165522 158271 51989 3774 4534 1891 7251 70 1274 84759 18349 66410 770

Tree=75
num_cat=0
split_feature=1 1 18 33 28 34 1 5 12 28 45 11 2 33 31 46 34 24 29 23 14 1 9 17 9 1 7 12 55 55
split_gain=27.5248 89.0246 23.5409 19.9617 18.6283 16.6154 15.648 25.746 19.9164 17.2463 17.841 17.4959 15.4221 14.952 14.497 17.8638 17.5793 15.4452 15.1626 12.8623 12.3277 11.7056 23.9367 11.6018 11.2835 11.509 11.3147 9.96375 9.62056 8.80552
threshold=-0.0026376470923423763 -0.0026260424638167019 -0.014041996560990809 -0.36028802394866938 0.0017367406981065871 -1.4177638888359068 0.0030505141476169233 0.92997026443481456 -0.26721552014350886 0.1198885887861252 0.089111424982547774 2.0909203290939335 -0.0053398483432829371 -0.363700121641159 0.072833202779293074 -0.0041784720961004487 1.0324587821960451 -2.1505675315856929 -0.21102562546730039 -0.0093435486778616888 -0.20494142919778821 -0.0676320046186447 -0.0081288460642099363 -0.48803149163722986 -0.0049628417473286382 -0.0041483261156827203 0.023942731320858005 -0.084310915321111665 1.010106146335602 -0.58760839700698841
left_child=5 2 3 12 27 21 7 13 -9 10 -8 -11 -2 -3 15 18 23 -17 -7 -5 -6 22 -1 -16 25 -23 -26 -4 -18 -24
right_child=1 6 4 19 20 14 9 8 -10 11 -12 -13 -14 -15 16 17 28 -19 -20 -21 -22 24 29 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012116256556767432 0.0051697018304660992 -0.0006362328336881421 0.0010849355688203229 -0.020276106167089386 0.0011085200472746744 -0.0029910313671092197 -0.0017964412330305835 -0.009480082276553595 -0.00097616986317004459 0.0025578264034824662 0.0050216223387481137 -0.0081660937868095126 -0.0088828377657314377 0.0023796006697079904 0.0010278709521124552 -0.0084906982995597343 -0.00013074961975349743 0.002187396082200531 0.00016959356829811625 -0.00049847613730995928 -0.012747493870200542 -0.0021938269914505955 0.0091911605733232989 0.0037850617181675547 -0.0068103479968352259 0.011472749545500127 -0.037195939662664039 -0.0082007428869020661 -0.0075891383739243416 0.050192011997957052
leaf_weight=429.15448586642742 245.97155146300793 6242.7775219678879 622.86652109026909 94.869812116026878 196.32308985292912 5390.4966132938862 24761.851431600749 880.08586452901363 6394.6145084053278 5332.8183782473207 1127.1505809724331 464.57740055024624 2028.8267579600215 17740.674882635474 6997.2674810066819 391.75557827949524 3164.2155110687017 13246.143667474389 20395.379038378596 3502.3366084955633 2219.1802525818348 4032.298427939415 22.660815939307213 11067.392592743039 946.37122302502394 180.85287022590637 35.723211765289307 677.85401175916195 573.91936109960079 41.955202892422676
leaf_count=1736 1099 26819 2635 452 871 22176 104502 4300 26553 21616 4672 1900 11584 73932 29213 1613 13028 54923 83421 17348 10436 16657 93 45506 4282 781 185 2847 2358 173
internal_value=-9.39803e-05 -0.000809181 -0.00556662 -0.00347744 -0.00886774 0.000681258 -8.44886e-05 0.00075687 -0.00200496 -0.000914476 -0.0014996 0.00169846 -0.00736335 0.00159459 0.000935833 0.000329346 0.00203248 0.00188066 -0.00049113 -0.00102008 -0.0116213 -0.00205854 0.00573965 0.00271708 -0.00279971 -0.00160718 -0.00791561 -0.00375418 -0.00127584 0.035813
internal_weight=139448 72532.8 9588.23 5872 3716.22 66915.6 62944.6 31258.2 7274.7 31686.4 25889 5797.4 2274.8 23983.5 61226.6 39423.8 21802.8 13637.9 25785.9 3597.21 2415.5 5689.02 493.771 18064.7 5195.25 4213.15 982.094 1300.72 3738.13 64.616
internal_count=587711 311566 47272 30483 16789 276145 264294 131604 30853 132690 109174 23516 12683 100751 252238 162133 90105 56536 105597 17800 11307 23907 2002 74719 21905 17438 4467 5482 15386 266

Tree=76
num_cat=0
split_feature=1 1 13 21 28 34 19 23 11 28 11 29 13 9 0 0 28 33 8 52 7 50 50 50 26 55 55 50 25 35
split_gain=24.6909 80.0353 31.814 19.5309 15.5477 14.9059 15.4385 14.3952 21.4905 18.671 14.2969 13.7759 13.7143 15.3812 11.9049 16.699 11.9417 10.6135 9.86991 14.0034 12.7824 9.19938 10.8306 10.0543 8.91304 8.41126 7.3654 6.92665 0.581024 0.033886
threshold=-0.0026376470923423763 -0.0026260424638167019 0.057617817074060447 -0.20033397525548932 0.57238769531250011 -1.4177638888359068 -0.023943598382174965 -0.0077299098484218112 -1.1389113068580625 0.00021433391520986336 1.250900447368622 -0.071069013327360139 -0.83258375525474537 -0.0095503684133291227 -0.028491796925663945 -0.00373752589803189 -0.014636639971286057 -0.36626453697681421 0.017569158226251606 0.087048649787902846 0.030544045381248001 0.82325083017349254 0.86871761083602916 0.16208616644144061 1.7828611731529238 -1.0882874727249143 -1.0423914194107053 -0.98137247562408436 0.14778019487857821 -1.2242467403411863
left_child=5 2 3 11 -5 6 28 21 24 -10 14 -2 13 -8 16 -16 -7 -14 19 -4 -20 23 -23 -3 -9 27 -27 -12 29 -1
right_child=1 7 18 4 -6 10 12 8 9 -11 25 -13 17 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.074657266107301473 -0.0042896467995226324 -0.0024033764134682003 -0.015466325326264494 0.00059089246438971037 -0.077554825860809973 0.0012486403839000902 0.0025804265105702591 0.02497857153081073 0.0022203887045015103 -0.00032295971344741247 0.0050430378927130487 -0.0099963206085373416 0.0013225313625489328 0.02825481343495672 -0.00029202097118036295 0.0015590413782405931 0.0061336540475779898 -0.0041236149779835286 -0.024718469566907816 0.0057791193697610266 -0.009305944572024747 -0.031973291463897262 -0.0049989961648436955 0.0040803496113491758 0.004049595644580766 0.060313008000236604 -0.008579919744373549 -0.052481220678758884 -0.046746897424877344 -0.067566980135454119
leaf_weight=3.9001595377922058 4996.9321553558111 3526.2803655415773 229.77033227682114 2013.3267889432609 7.1771754473447791 3482.9904229640961 463.02199544012547 136.13476637005806 9812.4116013795137 46674.212619122118 8.0382021218538302 1558.9592883959413 1371.4409079626203 76.354218736290932 25454.49878795445 29620.184899248183 2356.8879858255386 3763.4538976997137 364.97349143028259 140.39733511209488 258.00552600622177 42.795971095561981 1819.1831841692328 829.94182758778334 98.526795402169228 4.4267116338014594 285.48610262572765 21.899190053343773 4.2571226507425308 3.6798758059740049
leaf_count=20 26396 14579 1010 8910 36 14038 1871 558 40073 197464 33 7384 5812 312 103712 123479 9688 15845 1797 618 1121 178 7589 3445 408 18 1180 90 24 23
internal_value=-8.90827e-05 -0.000766647 -0.00528247 -0.00424256 0.000313306 0.000645065 -0.0019507 -8.00455e-05 0.000185344 0.000118851 0.000886102 -0.00564667 -0.00182457 0.0062149 0.000944785 0.000703515 0.00322016 -0.00266904 -0.0142626 -0.00740834 -0.0183354 -0.00250087 -0.00561898 -0.00116811 0.0161912 -0.0102899 -0.00752799 -0.0370359 -0.0624154 -0.0712151
internal_weight=139430 72509 9569.54 8576.4 2020.5 66920.5 5686.11 62939.5 56721.3 56486.6 61234.4 6555.89 5674.27 539.376 60914.6 55074.7 5839.88 5134.89 993.147 370.168 622.979 6218.2 1861.98 4356.22 234.662 319.85 289.913 29.9374 11.8372 7.58004
internal_count=587711 311566 47272 42726 8946 276145 23907 264294 238503 237537 252238 33780 23840 2183 250917 227191 23726 21657 4546 1628 2918 25791 7767 18024 966 1321 1198 123 67 43

Tree=77
num_cat=0
split_feature=34 9 29 18 0 20 2 11 28 0 7 17 8 28 29 46 51 50 16 42 27 35 9 12 35 12 46 48 14 26
split_gain=19.3505 32.2505 16.9583 15.7628 15.6372 18.1319 19.7954 19.221 17.4094 16.4454 15.8964 14.9597 14.5937 14.8613 13.4237 12.784 12.4356 12.0084 11.0495 10.7495 10.2368 9.77247 12.7413 9.38498 10.0494 8.77672 8.64421 7.71662 6.49271 6.48337
threshold=1.0632801651954653 0.093192353844642653 0.81038707494735729 -0.011351529974490402 -0.028491796925663945 -0.01349373161792755 -0.078619707375764833 -1.7424108386039732 -0.020215187221765515 -0.0041578013915568581 -0.33078874647617335 -0.89923131465911854 0.039231820032000549 0.43857774138450628 0.17078523337841037 0.035523150116205222 -0.21416079998016355 0.60321551561355602 -0.4819915890693664 1.0000000180025095e-35 0.055885238572955138 1.469408452510834 0.035172220319509513 -0.1312015429139137 -1.2899598479270933 -0.20067152380943296 0.068107988685369505 -0.34191577136516565 0.92840704321861278 0.56439059972763073
left_child=4 2 12 19 8 7 20 9 23 -6 -8 -9 13 -2 -14 25 17 -5 -18 26 -7 28 -23 24 -1 -10 -3 -17 -4 -25
right_child=1 3 21 16 5 6 10 11 15 -11 -12 -13 14 -15 -16 27 18 -19 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.065061014962714533 -0.0038735304871269894 0.0029694921725464656 -0.0043394917099375853 -0.026625729018429131 -0.0065282110794046347 0.0082685072483582398 0.0025700239330049175 -0.0041412871220067437 0.026865791391339915 0.0056931553307013917 -0.0016210540954508035 0.00083300661060349622 -0.0004162143571486662 -0.04027928259336265 -0.0085729484851341069 0.0078429951635724561 -0.027948286007442577 0.0017679058660209166 -0.0002084079122956858 0.04543410831683907 -0.0036062336642611399 0.032772062564743951 -0.00077057580698056594 0.0013380841661890283 0.0072211081605352409 0.0041117951007117355 0.038294813296611739 0.025267298176050529 0.0094132761927643339 -0.0033440947996540371
leaf_weight=8.6645028889179212 11400.908149562776 5053.037353888154 188.60789687931538 101.44810256361961 1768.4608388394117 941.75306922197342 2798.7247926145792 1742.6924175694585 48.415731742978096 374.83963571488857 27728.705570362508 66654.931515440345 7487.3034608066082 31.584158785641193 613.16363197565079 148.41041299700737 40.676106721162796 71.209629341959953 4815.0575094372034 16.908968970179558 260.28396953642368 79.614954836666584 52.978069201111794 1998.9652042984962 322.73888863623142 2889.063468888402 19.533505082130432 137.57991521060467 197.29494163393974 1421.4416096359491
leaf_count=35 52060 20382 780 409 7203 3851 11261 8281 201 1577 116560 280805 30984 145 2542 619 164 288 19466 68 1063 338 219 8045 1307 11876 79 560 817 5726
internal_value=-8.44307e-05 -0.00127262 -0.00250355 0.00116681 0.000243701 7.81013e-05 -0.000974132 0.000551398 0.0026717 -0.00439083 -0.00123682 0.000706267 -0.00275467 -0.00397411 -0.00103364 0.00552827 -0.000937787 -0.0149153 -0.000440783 0.00324615 0.0056972 0.00695676 0.01937 0.000217389 0.00873333 0.00448683 0.00310552 0.0162252 0.00269169 -0.000607721
internal_weight=139415 30169.3 20051.5 10117.9 109246 102270 31729.5 70540.9 6975.28 2143.3 30527.4 68397.6 19533 11432.5 8100.47 3223.47 5028.39 172.658 4855.73 5089.48 1202.04 518.496 132.593 3751.81 331.403 2937.48 5072.57 285.99 385.903 3420.41
internal_count=587711 128741 87885 40856 458970 430601 132735 297866 28369 8780 127821 289086 85731 52205 33526 13256 20327 697 19630 20529 4914 2154 557 15113 1342 12077 20461 1179 1597 13771

Tree=78
num_cat=0
split_feature=1 1 6 21 29 9 51 33 46 9 6 17 6 28 31 46 48 0 45 34 35 32 34 35 24 35 49 29 31 55
split_gain=21.1921 71.7885 33.1901 25.9976 21.4397 20.3891 14.2693 43.7521 17.8502 17.3662 16.281 23.2913 17.6312 14.2664 13.7688 18.4876 16.2916 15.5095 13.2716 12.9403 17.1914 14.3213 12.775 12.8005 12.4515 14.3745 12.8733 11.5776 9.5168 9.50889
threshold=-0.0026376470923423763 -0.0026260424638167019 0.64674586057662975 -0.20033397525548932 -0.06842357292771338 -0.035971580073237412 -0.22489163279533383 -0.29238109290599817 -0.0035360321635380383 0.0029681934975087647 0.4528979361057282 -0.9409729242324828 6.0550280977622613e-05 0.021683344617486004 0.072833202779293074 -0.0041784720961004487 0.80370745062828075 -0.034956371411681168 0.001072026963811368 1.0324587821960451 1.2879521250724795 0.0025841339956969027 -1.4177638888359068 1.4130353927612307 -2.1505675315856929 -0.55531537532806385 1.0000000180025095e-35 -0.20726530998945233 -1.3418890833854673 0.99779957532882702
left_child=14 2 3 4 -2 28 7 8 -3 -9 12 -12 -8 -7 15 16 17 -1 -5 22 29 -22 -16 -24 25 -17 -26 -18 -4 -21
right_child=1 6 5 18 -6 13 10 9 -10 -11 11 -13 -14 -15 19 24 27 -19 -20 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.003306655009142092 -0.0034133272820661429 0.0020713932687603854 -0.063738164474398354 -0.0011342519743582102 -0.010218375114011836 -0.019649638801137966 -0.0010989339544426678 0.0071700940863823641 -0.0019508562019358057 0.0022433327505743191 -0.014970802785510872 -0.0017147712023167102 0.0018350346427649673 -0.0078239705328069665 -0.0053072476052632668 -0.00095168533432137968 -0.0024513209117432489 -0.0021103684876448421 0.0087268152374804179 -0.0054340351591891881 0.037230095912603831 0.00038410091100807644 0.0025219739054254571 -0.071171840345426285 0.0027013076236169302 -0.021735201782692837 -0.0013310914969362146 0.0017648645153777976 0.01200015504154392 -0.021031283264076227
leaf_weight=1625.0633700788021 4620.9517399445176 4335.9520362690091 4.8712121695280066 1265.2229701764882 1809.8506309241056 711.22629395127296 13176.546499297023 2958.0662366077304 10866.266648821533 6268.571386821568 381.97688650339842 14728.580170273781 10212.578430965543 479.92829775810242 609.36297269165516 318.7325816899538 2297.7833379879594 17184.116679385304 550.05142004787922 714.08729021251202 29.941453963518143 2863.1149918884039 18068.028626121581 6.6233356148004523 11196.332681082189 132.26907266676426 2775.1014762297273 8976.7386113628745 107.62012378126383 129.74498482048512
leaf_count=6605 24697 18399 23 5632 8578 3451 55452 12302 46689 26014 2156 61436 41846 2075 2642 1324 9319 71257 2368 2942 124 11787 74692 27 46521 547 11539 36286 448 533
internal_value=-7.99942e-05 -0.000707937 -0.00498975 -0.00374741 -0.0053285 -0.0128481 -5.81504e-05 0.000943763 -0.000803637 0.00382286 -0.000693885 -0.00204987 0.000182148 -0.014885 0.000600033 6.04731e-05 -0.000687454 -0.00164235 0.00185378 0.00167108 -0.00117601 0.000765436 0.00224051 0.00249497 0.00162057 -0.00704704 0.00190037 0.000905593 0.00872046 -0.00783222
internal_weight=139405 72478.3 9549.72 8246.08 6430.8 1303.65 62928.5 24428.9 15202.2 9226.64 38499.7 15110.6 23389.1 1191.15 66927 44506.1 30083.7 18809.2 1815.27 22420.9 3736.89 2893.06 18684 18074.7 14422.4 451.002 13971.4 11274.5 112.491 843.832
internal_count=587711 311566 47272 41275 33275 5997 264294 103404 65088 38316 160890 63592 97298 5526 276145 183398 123467 77862 8000 92747 15386 11911 77361 74719 59931 1871 58060 45605 471 3475

Tree=79
num_cat=0
split_feature=1 1 6 21 7 29 3 3 3 17 31 49 17 45 11 13 34 11 26 17 51 45 7 53 31 0 25 45 3 1
split_gain=19.0109 64.5316 30.0174 23.3739 19.7674 19.3672 13.1248 28.0899 24.4741 13.0226 12.8235 13.0225 12.4342 11.8776 11.7947 11.397 11.229 10.6278 10.2765 9.20345 12.0242 9.37448 9.90409 9.09928 7.64552 7.23466 6.98346 6.15376 5.7055 5.60547
threshold=-0.0026376470923423763 -0.0026260424638167019 0.64674586057662975 -0.20033397525548932 -0.0023416485637426372 -0.071069013327360139 -0.004409077111631631 -0.010410581249743698 -0.0043968558311462394 0.57376399636268627 -1.4710850715637205 3.9302169084548955 -0.49192175269126887 0.001072026963811368 1.250900447368622 -0.74048772454261769 -1.4177638888359068 -1.1389113068580625 0.14113477617502215 -0.79383328557014454 -0.2983002215623855 -0.019445487298071381 0.009891378693282606 0.08984213694930078 1.2458770871162417 0.0022592792520299558 -1.1944781541824339 -0.0025065476074814792 -0.0035419971682131286 -0.0032621113350614901
left_child=10 2 3 5 25 -2 7 17 12 -6 19 14 -8 -5 16 -10 -12 -3 -9 20 27 23 -23 -21 29 -4 -16 -1 -22 -13
right_child=1 6 4 13 9 -7 8 18 15 -11 11 24 -14 -15 26 -17 -18 -19 -20 21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026963137414841507 -0.0032167193217500548 0.0088338265686587706 0.019760547562469321 -0.0010744137175563767 -0.017950450087213111 -0.0096642121694419172 -0.012830252917393653 0.0014960431952259995 -0.05809485757959798 -0.0028264595292525354 -0.0016730334764307536 -0.024561953140850006 -0.0034468696743894527 0.0082488165978311465 0.011135308993337449 -0.00030559204064379766 0.001110431678494346 -0.001475288066055835 0.0047671166179321621 0.0025773879417678052 -0.024154039871835765 3.2256372082021063e-06 -0.0043319859770259671 0.069034696297227027 0.035927592198054754 -0.0030338928737245405 -0.012472809002204462 0.037753929967366151 0.014717639644668771 -0.077858029065805662
leaf_weight=5.4924952983856228 4587.7737089246511 290.26354852318764 50.660857796669006 1264.9054926298559 879.8042471408844 1830.9850749447942 610.14016120135784 6577.307095810771 9.5884532183408719 195.45414976030588 4397.7678304389119 43.38536325097084 1133.9124358333647 551.05526522547007 40.425193578004837 41020.861112829298 54821.668606482446 8708.2915058806539 4573.9666462019086 1264.7285800278187 117.46099662035704 3000.264499232173 2921.9166487902403 5.813864827156066 5.2414142340421668 171.57447159290314 272.11961829662323 16.603277087211609 11.659520968794821 6.3553933799266806
leaf_count=24 24562 1186 215 5632 4149 8713 2897 27457 39 911 18563 178 5080 2368 168 172263 225908 36190 19182 5145 528 12141 12162 24 22 722 1125 78 52 27
internal_value=-7.58357e-05 -0.00067073 -0.00473456 -0.00355399 -0.0122272 -0.0050559 -5.51126e-05 0.00106013 -0.000580472 -0.0152013 0.000568172 0.000825718 -0.00672956 0.00175473 0.000849529 -0.000319097 0.000903725 -0.00114275 0.00283775 -0.0015215 -0.0144615 -0.00124945 -0.0021357 0.00288149 -0.024956 0.00216234 -0.00941929 0.0216668 -0.0206439 -0.0313716
internal_weight=139387 72456.5 9532.21 8234.72 1297.49 6418.76 62924.3 20149.8 42774.5 1075.26 66930.9 59587 1744.05 1815.96 59532 41030.4 59219.4 8998.56 11151.3 7343.94 151.216 7192.72 5922.18 1270.54 54.9822 222.235 312.545 22.0958 129.121 49.7408
internal_count=587711 311566 47272 41275 5997 33275 264294 84015 180279 5060 276145 245991 7977 8000 245764 172302 244471 37376 46639 30154 682 29472 24303 5169 227 937 1293 102 580 205

Tree=80
num_cat=0
split_feature=9 34 14 21 33 2 6 17 0 46 17 13 11 18 16 6 55 24 12 55 45 9 14 31 23 49 55 46 19 21
split_gain=15.4354 19.1687 18.0876 15.3497 20.77 20.4111 14.794 47.409 27.4055 11.4541 15.5065 10.9224 10.5993 10.2227 10.4334 10.2202 11.8207 9.57968 11.1307 9.20336 9.02503 9.63452 8.92908 8.79097 12.778 11.0046 8.59647 8.28574 8.17126 8.15234
threshold=0.34029473364353185 1.532727122306824 0.022720663808286194 -0.20033397525548932 0.94553056359291088 -0.0032923403196036811 0.272006705403328 -0.76243460178375233 -0.0026790744159370656 0.0041228532791137704 -0.33240301907062525 -0.082567222416400896 0.45317099988460546 0.039503987878561027 0.54426884651184093 -1.2562590837478635 0.60460388660430919 2.0145212411880498 1.4831923842430117 0.75931972265243541 0.050698401406407363 0.07595935091376306 0.43891035020351415 -0.62374684214591969 -0.046764401718974107 0.59050405025482189 -1.0882874727249143 -0.0040052880067378274 -0.023172648623585698 -0.061014629900455468
left_child=1 3 12 4 5 -1 8 -8 -5 10 17 13 26 22 -15 29 -17 18 -2 -6 27 -22 -11 24 -13 -25 -3 -4 -14 -12
right_child=9 2 20 6 19 -7 7 -9 -10 11 15 23 28 14 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024981927254345317 0.011804321712993768 0.0090113262059298808 0.0036809719750891209 0.00041431951841332308 0.0052774748866702328 -0.0014394542755115898 -0.012626552079381667 0.00022729130515983039 0.0038944829240561561 -0.010149099703881389 0.034089846292959615 0.063771945414977618 -0.0043893793667328191 0.01810308078399607 -0.01874425692287433 -0.0035700545087701922 0.009647775532930317 -0.0084056515741897358 0.053756190243492617 -0.0016813836633427768 0.019811874399805918 -0.0060814873673272294 -0.046625697553487153 -0.0036083111885968412 0.0081983045161134298 0.003253423744237355 -0.045034019466397589 -0.0038247907376387134 -0.026709463442388559 0.00096353802732313627
leaf_weight=42712.06047270447 808.89587567746639 9.8941681124269945 462.42016465961933 19421.952706620097 2526.2585031688213 37937.826575703919 850.83828466385603 15302.050542451441 9448.1272340267897 253.61955125629902 46.801877066493034 12.066913619637488 154.50504276156425 70.50583390891552 31.110371455550194 687.97983822226524 262.59319852292538 64.998821318149567 18.164172306656837 676.89685028791428 101.18748898804188 67.153355866670609 20.364424183964729 955.41554652154446 315.12169209122658 2098.6979597806931 50.273470517247915 3876.3832982853055 65.650072984397411 37.660773560404778
leaf_count=178439 3286 110 2208 78955 10288 164020 4379 63380 39388 1018 188 49 1459 283 125 2762 1053 262 73 2775 430 274 82 3849 1270 8461 672 17378 537 151
internal_value=3.79516e-05 -7.70771e-05 -0.00337013 4.52528e-05 -0.000378583 -0.000544818 0.000834626 -0.000449773 0.00155325 0.00274294 0.00606489 0.00103895 -0.0164329 -0.00753536 0.00682206 0.00165122 8.13348e-05 0.011186 0.0127257 0.00380692 -0.00255769 0.00948268 -0.0128603 0.0019914 0.0102479 0.00110687 -0.0361466 -0.00302484 -0.0110452 0.0193193
internal_weight=139347 133663 4787.47 128876 83853 80649.9 45023 16152.9 28870.1 5684 1927.09 3756.9 280.323 375.6 101.616 1035.04 950.573 892.059 827.06 3203.16 4507.14 168.341 273.984 3381.3 327.189 3054.11 60.1676 4338.8 220.155 84.4627
internal_count=587604 564692 23068 541624 355522 342459 186102 67759 118343 22912 7775 15137 2778 1508 408 4154 3815 3621 3359 13063 20290 704 1100 13629 1319 12310 782 19586 1996 339

Tree=81
num_cat=0
split_feature=9 14 18 9 28 6 21 28 28 38 17 8 31 4 2 46 17 46 13 23 6 5 5 21 18 24 2 12 18 6
split_gain=13.8407 15.9393 17.322 24.4389 18.5405 13.2846 35.74 22.6014 18.0178 33.5831 17.8313 14.3952 11.5102 13.9708 12.0385 10.2698 13.8967 10.1298 9.79858 9.54572 9.46676 9.34784 13.0436 9.97279 9.01721 8.58625 10.1841 8.06596 9.15244 8.97679
threshold=0.34029473364353185 0.069736037403345122 0.046438999474048621 0.020407836884260181 0.085729725658893599 1.2513199448585512 1.2277988195419314 0.030050992034375671 0.01327242609113455 1.0000000180025095e-35 -0.9409729242324828 -0.050118966028094285 -0.37833486497402186 0.065847475081682219 -0.019586329348385331 0.0041228532791137704 -0.33240301907062525 -0.0038415470626205202 -0.082567222416400896 -0.0061755697242915622 0.17524549365043643 -0.77034911513328541 -0.73069536685943592 0.44898386299610143 0.060966584831476218 2.0145212411880498 0.013810501899570228 -0.23348776996135709 -0.017463310621678826 1.0184692740440371
left_child=1 5 3 4 -3 8 7 -7 9 -1 -10 -8 13 -4 -14 16 25 -5 19 24 -21 23 -23 -18 -17 26 -2 29 -29 -20
right_child=15 2 12 17 -6 6 11 -9 10 -11 -12 -13 14 -15 -16 18 21 -19 27 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00030065902305763858 0.010035865916357297 -0.0043108960209158539 0.014563766184310547 0.0036664438442984139 0.0019868172884136091 -0.0066716322893203457 0.0014633866782965267 0.00088328566371296267 -0.0062289604617110075 0.0045128512132060188 0.0019275216237818 -0.03425108623286615 0.020141625768701706 -0.0044441727755368176 -6.5445532256140984e-05 -0.0063432229452971495 -0.010332198457056413 -0.00066543857811572973 -0.022886504735611293 -0.030051653897861734 0.0048842256241741176 0.071595448667443995 0.0024514059532744366 -0.078925590198424586 0.018901565335068139 -0.0079648419448635609 0.029247178653432303 0.013667660969260755 0.0016314110515597601 0.015511813117334489
leaf_weight=71379.522468354553 740.84951762855053 9548.7960612699389 433.63201329112053 1695.5629662275314 1522.4978031739593 1640.0922560021281 41.471357360482216 3456.5632496476173 778.78875740617514 4317.7227768599987 22635.279406264424 134.56872893124819 87.703371897339821 144.91799695789814 1486.3895862400532 218.06533901393414 72.363279283046722 14346.468243427575 70.15754146873951 78.634195551276207 30.138151690363884 7.7261292040348044 948.44965508580208 6.4877315610647193 48.603325068950653 64.961579009890556 86.567472636699677 188.2354990541935 3100.7366840094328 22.614781945943832
leaf_count=304211 3011 42320 1808 6954 6249 7725 238 14297 3690 17694 92661 806 362 597 6150 875 290 58930 285 317 121 31 3807 26 195 262 348 758 12493 93
internal_value=3.5895e-05 -7.30458e-05 -0.00116615 -0.00152947 -0.00344485 0.000233426 -0.00235883 -0.00154787 0.000371333 -2.60995e-05 0.00165622 -0.0258375 0.00340999 0.00980257 0.00106043 0.00259719 0.00574243 -0.00020758 0.000983717 -0.00713946 -0.0203718 0.0015637 0.00301011 -0.0159759 -0.00174208 0.0105891 0.0120458 0.00188555 0.00232027 -0.0135263
internal_weight=139335 133650 29266 27113.3 11071.3 104384 5272.7 5096.66 99111.3 75697.2 23414.1 176.04 2152.64 578.55 1574.09 5684.59 1927.41 16042 3757.19 375.441 108.772 1035.03 956.176 78.851 266.669 892.379 827.417 3381.74 3288.97 92.7723
internal_count=587604 564692 123370 114453 48569 441322 23066 22022 418256 321905 96351 1044 8917 2405 6512 22912 7775 65884 15137 1508 438 4154 3838 316 1070 3621 3359 13629 13251 378

Tree=82
num_cat=0
split_feature=34 3 3 31 11 20 9 52 5 46 48 45 9 18 9 46 17 11 25 16 24 45 45 45 11 4 5 27 6 4
split_gain=13.566 16.4016 37.11 19.7114 18.4556 17.3648 15.3304 18.7793 15.9006 14.3483 13.4514 12.9454 12.7062 14.3118 15.1614 13.4678 14.5162 12.3706 13.8534 14.5488 12.2171 11.5036 11.2655 10.1562 9.86798 9.45226 10.9764 8.99655 8.74443 6.90282
threshold=-1.4323611259460447 -0.004409077111631631 -0.0043968558311462394 0.2047238573431969 -0.32161284983158106 -0.02252145484089851 0.011844579596072437 0.78503838181495678 1.6397970318794253 -0.0041784720961004487 -1.4875389337539671 0.020500315353274349 -0.030657990835607048 0.046438999474048621 -0.0057158996351063243 -0.0034647912252694364 1.8765831589698794 -0.95885288715362538 -1.7836227416992185 -0.046519318595528596 -0.49502882361412043 0.019597177393734459 -0.0067498108837753526 0.014364767353981735 -0.9710121452808379 0.012312159407883884 0.22040896862745288 -0.027700864709913727 -0.39218688011169428 -0.12082307785749434
left_child=12 3 4 9 23 21 7 -4 -8 11 -6 -2 17 15 -15 28 -17 18 19 -1 -11 -5 -7 -3 -20 27 -27 -19 -14 -16
right_child=1 2 6 5 10 22 8 -9 -10 20 -12 -13 13 14 29 16 -18 25 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015464904533692597 -0.00016947190591688009 0.0014788390383245742 0.00061581513208547052 0.0042469976734653136 -0.013043583341923303 0.0034265180430244594 0.00087428873814445352 -0.0026087295602071868 -0.002115073382838862 -0.00051820383296810309 -0.0051822210105772802 -0.0041521687710347737 -0.011422262357428936 0.0032897610009401069 0.024624776474284071 -3.7648119501695285e-05 0.043042654868057736 0.050610349405361639 0.00067685962833566966 0.095810645848198567 0.0025215357242068231 0.072133474596809119 -0.00024043387690309936 -0.029290371456122097 0.041972137209684443 -0.0065170136233182836 0.075896663957523106 -0.017080273968311278 -0.0047551606290856556 0.091231547998846904
leaf_weight=26.490708202123642 28588.848382011056 1139.7897443324327 8639.1352743543684 6944.497466571629 803.48114158958197 3447.4817017093301 37124.705943241715 12291.552157681435 5775.7316771149635 5727.4901182055473 2557.4465429410338 2492.3875120356679 827.30022193491459 39.506614610552788 7.7420375794172314 674.02028807252645 22.711168102920055 5.676967427134513 2251.5075694769621 8.3187465816736204 10565.058260306716 7.0187109410762778 7415.3898911699653 30.951891854405403 16.372909247875214 12.510148614645006 7.1249517649412146 193.6943986415863 1664.2174441218376 10.036485627293585
leaf_count=107 117649 5114 37083 29058 5436 14178 153202 55403 23869 23978 11156 10310 3470 162 32 3654 119 23 9125 34 44343 29 30848 137 67 51 29 795 8101 42
internal_value=3.39575e-05 0.00014264 -0.000430909 0.00074412 -0.00506536 0.00224703 -0.000101888 -0.0012778 0.000471828 0.000178967 -0.0070616 -0.000488842 -0.00248278 -0.0046756 0.0215808 -0.00514737 0.00136663 0.000339475 0.00148429 0.0346659 0.00145294 0.00431554 0.000923324 0.000665367 0.00097499 -0.0116974 0.0233883 -0.0151528 -0.00696895 0.0622262
internal_weight=139318 133551 68362.8 65188.2 4531.67 17814.4 63831.1 20930.7 42900.4 47373.8 3360.93 31081.2 5767.23 3245.53 57.2851 3188.25 696.731 2521.7 2302.69 34.8095 16292.5 6951.52 10862.9 1170.74 2267.88 219.006 19.6351 199.371 2491.52 17.7785
internal_count=587604 561793 291400 270393 21843 74113 269557 92486 177071 196280 16592 127959 25811 15580 236 15344 3773 10231 9333 141 68321 29087 45026 5251 9192 898 80 818 11571 74

Tree=83
num_cat=0
split_feature=18 6 17 28 38 6 28 51 6 53 6 21 34 12 8 50 23 11 34 9 21 2 17 31 4 28 8 31 55 31
split_gain=12.4105 15.9163 22.9049 19.9475 35.1927 34.4562 30.0889 24.6874 19.7429 18.8853 17.0485 16.4501 14.2216 11.7839 13.3208 11.3682 12.619 14.2388 13.0655 11.5062 11.9108 10.7254 8.71076 8.15853 6.6135 12.9694 13.5718 8.97204 5.6821 7.03383
threshold=0.046438999474048621 1.2513199448585512 -0.83368489146232594 0.011477633845061066 1.0000000180025095e-35 -0.065692380070686326 -0.0035241957521066065 -0.095216829329729066 0.49724406003952032 0.77570027112960827 0.10483568906784059 -0.18356002867221829 0.23466582596302035 -0.27979271113872523 0.020712325349450115 0.014313682913780214 0.011711655184626581 1.7545467019081118 0.094356913119554534 -0.5283193290233611 0.98777830600738536 -0.012913339305669068 0.13049447536468509 0.98248526453971874 -0.17835853993892667 -0.081598974764347063 -0.20750762522220609 -0.2914117276668548 -1.4822260737419126 0.15938404202461245
left_child=1 3 9 4 6 -6 -1 10 -9 11 -5 -3 -11 14 -4 24 17 18 -17 22 -21 -15 -18 -19 25 26 -2 -27 29 -26
right_child=15 2 13 7 5 -7 -8 8 -10 12 -12 -13 -14 21 -16 16 19 23 -20 20 -22 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.00030136617538446169 -0.034842048520460557 -0.0095007624198121029 0.00097953824727625293 0.0076165978934842251 0.0022236300970354616 0.015037336655248461 -0.0017371048030106154 0.0011094615259308631 -0.0032792308336509865 0.0076808471674745075 0.0017088284975105173 -0.035838137729633332 0.11081074742779672 -0.0079791022293417991 -0.019325387687981938 -0.00055872036080237665 0.018873418294615005 -0.0048542577161804819 0.0079387263344007208 0.0091853777137946933 -0.0041314735735280368 -0.00079424717896908195 0.063546359038323535 -0.037513651413857804 -0.0020452810562574882 0.0039957886051807971 0.020964807517354831 0.023253708253713163 -0.0020791017775721723 0.029092110227120594
leaf_weight=45735.349659994245 38.439038470387459 160.91964694112539 154.87637209147215 1456.3728213906288 3873.7780313491821 695.28424659371376 36630.804541371763 6273.0466740578413 5322.277062959969 16.090569376945499 23715.903155714273 113.67228302359581 4.899810627102851 629.00743980705738 219.21506173163652 1378.0111507028341 53.24017234146595 48.66847725212574 805.31654533743858 1154.8434541970491 225.50533667206764 8087.7082652747631 15.929157629609106 38.468012511730194 44.753069996833801 197.45290659368038 17.960409671068192 103.61592780053616 2058.3150365054607 37.417179703712463
leaf_count=186116 154 764 742 5876 15902 2853 165510 25536 22299 86 97455 814 25 2633 1286 5596 214 200 3294 4770 936 34237 64 159 183 803 72 421 8451 153
internal_value=3.21105e-05 -7.60169e-05 -0.00218011 8.36388e-05 -0.00035405 0.00417352 -0.000605206 0.00111853 -0.000904957 -0.0166997 0.00205063 -0.0204036 0.0317546 -0.00170802 -0.010919 0.00234648 0.00420352 0.00173706 0.00257555 0.00806687 0.00700983 -0.00131271 0.0291612 -0.0192724 -0.000419046 0.00625419 -0.0170703 0.0106236 -0.0015335 0.0121335
internal_weight=139307 133089 9386.39 123703 86935.2 4569.06 82366.2 36767.6 11595.3 295.582 25172.3 274.592 20.9904 9090.81 374.091 6217.94 3719.98 2270.46 2183.33 1449.52 1380.35 8716.72 69.1693 87.1365 2497.95 357.468 56.3994 301.069 2140.49 82.1702
internal_count=587604 562134 40587 521547 370381 18755 351626 151166 47835 1689 103331 1578 111 38898 2028 25470 15233 9249 8890 5984 5706 36870 278 359 10237 1450 226 1224 8787 336

Tree=84
num_cat=0
split_feature=25 13 12 24 23 19 13 17 9 31 24 9 55 53 28 17 28 7 17 28 18 31 53 31 50 9 19 13 35 14
split_gain=12.1356 19.7264 15.9156 16.104 14.3676 14.7164 17.5086 18.9823 16.5698 15.2726 17.0843 14.5524 14.5227 15.0608 13.6016 12.2407 11.1164 10.9418 9.94028 9.57257 11.121 10.1124 9.64789 9.32938 9.30528 8.71074 7.96042 7.17808 6.69237 7.01089
threshold=-0.96568456292152394 0.009677451569586994 -0.28232361376285547 0.75666970014572155 0.11360239237546922 -0.014665141236037014 -0.15158057957887647 -0.81591686606407154 0.017998616211116317 -1.4008303880691526 0.80092868208885204 0.0063878686632961043 1.5720074176788332 6.3087003231048593 0.052227724343538291 1.5450143218040469 0.046856014057993896 -1.2949305176734922 -0.80106624960899342 0.13598872721195224 0.046438999474048621 -1.3418890833854673 6.3087003231048593 -0.22701598703861234 -1.2010602951049802 0.87112370133399974 0.10361925140023233 0.04286592826247216 1.374395549297333 0.01551585039123893
left_child=1 19 3 15 5 9 7 -7 -8 11 -11 -2 13 14 -6 -3 -15 23 -19 21 22 26 -21 -4 -22 -23 -1 -5 29 -14
right_child=4 2 17 27 12 6 8 -9 -10 10 -12 -13 28 16 -16 -17 -18 18 -20 20 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034056644896771782 -0.0035255851722002986 -0.016489882091423675 0.00047092871859852678 0.019622124433780905 0.013931589671982641 -0.0090148005519575733 -0.0019727815461894754 0.0013598223321459805 0.00027560697918248771 0.0013741525129117003 -0.0013285784302051581 0.0042471183722322557 -0.034779803246828327 0.024438734738195075 -0.0009431958434789544 0.014888504570215112 0.11245475472107382 -0.008011257715484334 -0.0018558545570905858 -0.010502011778740366 -0.036917454254664459 0.0012869089120370427 0.057728212069994407 0.043469449310746186 0.042405150974312349 0.026301600935379199 0.033109892824306257 -0.060577474622562126 -0.049824653486185935 0.0027045939950925669
leaf_weight=1682.9662908986211 3827.6550732478499 479.99402774497867 29.669099062681198 55.386617593467236 460.44120369106531 511.63138926029205 22501.275103881955 15616.054473668337 15583.816407494247 48634.704377576709 7595.7210260033607 821.90390367805958 19.313223421573639 10.283504605293276 276.29890960454941 37.661950249224901 6.6292323172092429 795.34861971065402 10036.521267749369 396.63408110290766 5.2043483257293728 9728.245722681284 5.9081585854291907 27.140120014548302 20.587442830204964 39.26140883564949 16.938729554414749 3.3229157030582419 12.384624660015104 51.101059153676033
leaf_count=6968 15830 3263 120 364 1933 2159 96155 63889 63746 205424 32962 3373 81 45 1172 248 31 3944 42899 1636 21 40615 25 109 83 158 69 17 51 214
internal_value=3.03583e-05 -0.00107169 -0.00264047 -0.0112234 0.00025243 0.00020213 -0.000432966 0.0010307 -0.00105278 0.000767674 0.00100906 -0.0021516 0.00717354 0.00948829 0.00835311 -0.014207 0.0589381 -0.00218615 -0.00230783 0.000440302 -0.00733891 0.000730873 -0.00950059 0.0210131 0.0263992 0.00138746 -0.0030418 0.0150829 -0.0138959 -0.00757662
internal_weight=139290 23360.8 11465 576.366 115929 115093 54212.8 16127.7 38085.1 60880 56230.4 4649.56 836.452 753.653 736.74 517.656 16.9127 10888.7 10831.9 11895.7 428.334 11467.4 402.542 56.8092 25.7918 9767.51 1699.91 58.7095 82.7989 70.4143
internal_count=587604 100539 50964 3892 487065 483538 225949 66048 159901 257589 238386 19203 3527 3181 3105 3511 76 47072 46843 49575 1765 47810 1661 229 104 40773 7037 381 346 295

Tree=85
num_cat=0
split_feature=17 47 13 33 8 7 1 5 23 34 23 0 24 25 0 6 27 7 9 49 16 7 9 6 45 50 49 16 46 5
split_gain=17.4439 15.1734 19.1466 27.6594 19.4049 34.2837 16.5274 14.7874 12.1538 11.8376 11.2819 13.031 10.9763 10.3928 10.3796 15.4949 9.84666 9.63782 9.41979 10.4704 8.67548 8.63971 8.61484 8.49835 11.022 8.86107 8.10095 7.60439 7.46183 6.34336
threshold=-0.44063122570514673 0.76390226185321819 0.0032239778665825729 -0.38687506318092341 0.056312030181288726 0.016508998349308971 -0.10533306375145911 1.2743375301361086 -0.00011571527284104376 -1.4177638888359068 0.00024439307890133938 -0.086385946720838533 1.3940727710723879 -2.297630667686462 -0.021614810451865193 -0.83029568195343006 -0.0010291112703271208 0.05065713822841645 -0.082635372877120958 -2.5106579065322872 -1.5408351421356199 -0.15954280644655225 1.8047060370445254 -0.16700311750173566 -0.017941811122000214 -0.95065364241600026 -5.7310955524444571 -0.29571281373500818 -0.011672500055283306 1.4480218887329104
left_child=1 2 3 8 5 -4 23 9 -1 18 13 -12 -6 29 22 -16 -13 -15 19 -2 21 -8 -11 25 -25 -3 -5 -20 -22 -9
right_child=7 6 4 26 12 -7 20 10 -10 14 11 16 -14 17 15 -17 -18 -19 27 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0091451706954643608 -0.023256154391811466 0.047548607338308714 -0.00057957945434545415 0.06066504114830925 0.0024076403579197285 -0.0051474693114095926 -0.0045987063634122848 -0.017051577340523427 -0.0079238591922901561 0.0029656524726031793 -0.089851161528090098 0.0055840087980971072 -0.0044335080070117246 -0.0073844151880131745 -0.0014564801782955793 0.0010353171166228427 -0.00073025998532318375 -0.0017803060516314952 0.0035033085493178374 0.0028258831193385416 -0.0014563712049766096 0.049194776756179094 0.034010049841001026 0.02125372555188814 0.081207757119838006 0.0046067014211467689 -0.00048366898454926506 -0.0052621392535434092 0.0015336439702161894 -0.088600041841789365
leaf_weight=1194.0997922718525 45.036129653453827 14.653471753001211 8978.2230837121606 6.0877637565135947 3366.4769336357713 9497.955225687474 14.194060415029524 7.8565145134925825 129.9282598644495 5639.1931758224964 4.4851590096950522 867.55535078048706 819.08626182377338 1151.1103191822767 7946.0442176163197 59505.372528709471 3462.5446747243404 3432.4273484647274 320.84676343202591 1080.8674398809671 3342.1514320671558 20.498422473669052 25.221484690904617 67.916301921010017 9.8644232302904111 171.20935867726803 18239.334739111364 2082.5601064264774 7854.1186640635133 6.249494843184948
leaf_count=5042 181 59 38180 27 13863 45466 57 34 536 22917 18 3552 3353 5584 32472 248839 14356 13979 1335 4352 13611 84 101 275 40 689 76665 9584 32404 27
internal_value=7.22959e-05 -0.000676226 -0.00114091 7.34935e-05 -0.0021896 -0.00292777 0.00103102 0.000542221 0.00747017 0.000780058 -0.0014986 0.000441307 0.00106887 -0.00332751 0.00092477 0.000741774 0.000534833 -0.00318772 -0.0022179 0.0017826 0.000723104 0.0271857 0.00310388 0.0141479 0.0288573 0.00799225 -0.000463266 -0.00409198 0.000641107 -0.0487502
internal_weight=139303 53725.8 42231.2 19569.5 22661.7 18476.2 11494.6 85577.4 1324.03 76645.1 8932.23 4334.59 4185.56 4597.64 73115.8 67451.4 4330.1 4583.54 3529.31 1125.9 11231 34.6925 5664.41 263.644 77.7807 185.863 18245.4 2403.41 11196.3 14.106
internal_count=587682 230351 183132 82270 100862 83646 47219 357331 5578 319781 37550 17926 17216 19624 304329 281311 17908 19563 15452 4533 46156 141 23018 1063 315 748 76692 10919 46015 61

Tree=86
num_cat=0
split_feature=8 24 5 4 8 9 12 28 11 37 55 51 34 8 23 53 31 5 45 7 0 3 1 17 8 34 0 28 34 49
split_gain=16.2115 21.4532 31.2277 20.9177 25.8156 30.3906 26.8542 22.9015 18.9577 15.9721 13.8348 19.0678 21.1362 15.4296 14.9282 14.7452 12.4916 18.6395 12.1804 14.8046 11.9599 11.9234 10.4167 12.104 10.0073 9.63855 9.11471 13.1153 11.1194 8.08236
threshold=0.012955179437994959 -1.5473838448524473 -1.6332069039344785 -0.062429722398519509 0.034050855785608299 0.022498252801597122 0.25050531327724462 0.017799721099436287 -1.3594318032264707 1.6180753707885744 0.37937854230403906 -0.073427252471446977 0.36803942918777471 -1.280334413051605 0.11360239237546922 -0.0099572776816785318 -0.057753905653953545 1.0092437267303469 0.089111424982547774 -0.059440540149807923 -0.019567819312214848 0.051183249801397331 -0.13097606599330899 -0.5429076850414275 -0.19388418644666669 -1.3996946215629575 0.013616219162940981 0.0027177088195458059 -1.3699765205383299 -1.3179033398628233
left_child=1 2 18 7 5 6 -5 26 24 -7 14 12 -12 -13 15 -3 20 -18 19 -1 -6 -10 23 -9 -4 -16 27 -2 -28 -24
right_child=3 10 8 4 16 9 -8 22 21 -11 11 13 -14 -15 25 -17 17 -19 -20 -21 -22 -23 29 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0079414824733993594 0.0085363843856739504 0.00021836508941497823 0.04408891688270658 -0.0025688516047182794 0.0033672655756646699 0.0016427659929794064 0.0035135196815776573 -0.038671716098619031 -0.0063132927102961369 0.016036648521725292 0.0047077127575638495 0.014775754198017932 -7.9042078296651043e-05 -0.00071400838835336967 0.10338958132844607 0.011604274271828488 0.0023969793164121348 -0.00035844212649758253 -0.018931665366045097 -0.0022436610859914484 -0.0012870705587042545 0.018267745256455029 -0.062841067715135146 0.045873860247566733 0.0062326375121590427 0.012498701613972684 0.049088557205029006 0.036355976075085998 -0.004715108426520712 -0.017636328298385039
leaf_weight=1113.5568861365318 1079.8603219911456 31475.708163119853 21.685977727174759 29782.70391889289 1731.1420216113329 4753.5042264610529 2188.8583800792694 7.1693016588687923 3594.8489185720682 226.88572853803635 9363.884100407362 186.43873174488544 3582.517415985465 5808.7060510665178 3.3247685432434073 322.77330629527569 13972.403009086847 13617.043166592717 65.940058276057243 626.37709567695856 14889.291354447603 56.298888355493546 12.734428599476812 14.134231105446814 205.42747870087624 229.79129536449909 11.370115786790846 49.797623753547668 211.35343004763126 87.107087925076485
leaf_count=4487 4501 129180 87 137073 7000 19796 9384 29 14828 947 38300 751 14682 24081 15 1333 57270 56266 269 2620 61120 229 53 57 834 976 47 209 899 359
internal_value=6.84318e-05 0.000758955 -0.00232944 -0.000405012 -0.000518631 -0.00155254 -0.00215244 0.00585316 -0.00501008 0.00229849 0.00110335 0.00223881 0.00338313 -0.000232303 0.000431904 0.000333939 0.00034554 0.00103701 0.00342746 0.00427483 -0.000802287 -0.00593427 -0.0162231 0.0174216 0.00984735 0.013795 0.00783073 0.00976273 -0.00196841 -0.023402
internal_weight=139293 56657.3 5684.14 82635.4 81161.8 36952 31971.6 1473.53 3878.26 4980.39 50973.1 18941.5 12946.4 5995.14 32031.6 31798.5 44209.9 27589.4 1805.87 1739.93 16620.4 3651.15 121.145 21.3035 227.113 233.116 1352.38 1129.66 222.724 99.8415
internal_count=587682 232672 23354 355010 348856 167200 146457 6154 15978 20743 209318 77814 52982 24832 131504 130513 181656 113536 7376 7107 68120 15057 498 86 921 991 5656 4710 946 412

Tree=87
num_cat=0
split_feature=17 28 21 17 28 37 8 47 49 5 51 35 1 11 29 1 39 1 23 37 35 5 21 28 46 7 31 23 1 17
split_gain=15.4433 19.9567 23.5806 19.6635 17.8583 16.9132 15.5975 13.9603 13.885 12.9325 12.733 12.6491 13.6601 13.7829 12.3044 12.2511 10.7157 10.1416 9.82965 9.75713 9.24821 9.31948 8.95068 8.84138 8.64158 8.56058 8.35374 5.96384 4.17626 4.82929
threshold=-0.44063122570514673 -0.41637296974658961 0.26814436912536627 -0.9409729242324828 0.85854277014732372 2.5337406396865849 0.56913653016090404 0.76390226185321819 -0.72152602672576893 1.2743375301361086 -0.27795830368995661 -1.0255026221275327 -0.055416153743863099 -1.8571795821189878 -0.24024784564971921 -0.018722254782915112 1.0000000180025095e-35 -0.010258632246404885 0.00024439307890133938 -1.3622440099716184 1.6185941100120547 1.1903449296951296 0.98777830600738536 -1.0695331096649168 -0.11162055656313895 0.05065713822841645 -0.34242287278175348 -0.0046770069748163215 0.00047496052866335964 0.15371812134981158
left_child=1 3 5 6 19 7 8 -3 -1 11 14 12 24 -14 -5 -12 28 -7 25 -4 23 -22 -6 -13 -2 -18 -20 -8 -11 -30
right_child=9 2 4 10 22 17 27 -9 -10 16 15 20 13 -15 -16 -17 18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.015939742071066885 -0.00016274652005623307 -0.0011281534057263748 -0.036207514630851916 -0.027490423242268042 0.024459412676028087 0.047340928075306182 -0.079649139951163933 0.0010672564852509529 0.03028447288953896 -0.068522132320608817 0.010402071460500201 -0.0042077348680596089 -0.0089152354302260706 -0.00049755431835111629 0.026467399095626211 -0.0020124052245344636 -0.0069885198602972912 0.0071912841033094704 -0.008513936509899676 -0.0044040333820849278 -0.013944642897830893 0.018408920291174788 -0.027139402871679926 0.0012430901843791455 0.010771777861296824 -0.0017037089751245973 0.001095461373249161 -0.0019944386610241754 0.018820111097586089 -0.055218274121262054
leaf_weight=20.592640697956085 349.97514915466309 39106.508915919811 27.444418326020241 13.477467224001883 10.123388007283209 18.25058650970459 5.3897324353456497 10273.434632137418 160.73620936274529 8.6572314351797122 307.29340615868568 848.43264164030552 563.84638312458992 17654.835790194571 99.623450428247452 816.8172182738781 1149.1444071382284 557.7303047478199 271.10755348205566 2141.8191058598459 191.47788447141647 28.766367089003325 140.58980168402195 56525.017236631364 483.51093357801437 3433.5171172618866 4055.7895872443914 5.7331248521804792 4.9596997350454313 4.9391041249036789
leaf_count=101 1410 169492 133 54 41 74 26 42008 815 35 1231 3407 2299 73570 399 3278 5593 2261 1124 9574 1138 156 834 235844 1957 13987 16771 30 20 20
internal_value=6.47741e-05 -0.000639698 -0.000808656 0.00553826 -0.00603206 -0.000566078 0.0212981 -0.000671401 0.025035 0.000506896 0.00308677 0.000729269 -0.000454528 -0.000758071 0.0200376 0.00138129 -0.00140213 0.00846347 -0.00131833 -0.00480639 0.00112087 -0.00971891 -0.0236735 0.00116248 0.00618045 -0.00302892 0.000493372 -0.0396231 -0.041636 -0.0181221
internal_weight=139280 53705.6 52275.9 1429.66 2319.98 49955.9 192.452 49379.9 181.329 85574 1237.21 76645.9 19052.2 18218.7 113.101 1124.11 8928.11 575.981 8909.56 2169.26 57593.7 220.244 150.713 57373.4 833.486 4582.66 4326.9 11.1229 18.556 9.8988
internal_count=587682 230351 224417 5934 10582 213835 972 211500 916 357331 4962 319781 79236 75869 453 4509 37550 2335 37475 9707 240545 1294 875 239251 3367 19580 17895 56 75 40

Tree=88
num_cat=0
split_feature=25 17 28 37 48 43 55 6 6 29 47 6 37 4 37 27 26 6 55 3 13 6 26 28 46 55 1 39 3 22
split_gain=15.1159 25.06 20.5759 19.1072 18.7262 17.2979 16.8706 15.5654 33.9787 15.7026 14.8096 14.1373 19.3253 16.7817 13.5287 11.4779 12.8434 11.3697 10.9252 10.3096 9.00894 11.0091 10.8919 7.43112 10.306 9.34322 7.9964 7.54798 6.71648 4.23555
threshold=-0.32731129229068751 -0.69918018579483021 -0.27692525088787073 3.4732568264007573 1.0000000180025095e-35 4.2661311626434335 -0.3077810257673263 6.0548378314706504e-05 1.0000000180025095e-35 -0.071069013327360139 -1.256108224391937 0.32004706561565405 -0.1676274240016937 -0.012374626938253639 -1.3622440099716184 -0.010236835107207297 0.75366580486297619 -0.45341317355632776 -1.1102300882339475 -0.023198612034320828 -0.27063107490539545 -3.7829803228378291 1.6632831096649172 0.25412590801715856 -0.018671386875212189 1.3948726058006289 -0.0026260424638167019 1.0000000180025095e-35 -0.047929182648658746 -0.450631633400917
left_child=1 2 15 7 5 10 28 8 17 -10 -3 13 -13 -9 -8 19 -17 -2 -7 -1 21 -6 -22 24 29 27 -26 -25 -4 -5
right_child=3 4 6 23 20 18 14 11 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.030219550063770504 -0.00040766349869072414 -0.0056269152743840005 0.010843545649714695 0.081911634956801677 -0.020558010677383578 0.022215108233965618 -0.050418369745483436 -0.00040476870958932823 -0.002056924904536296 -0.0075058686680141377 -0.001108382781823124 0.00062108999630247543 -0.0096947875147168558 0.003597294946602889 -0.0064237950469504482 0.0074544871311423375 0.03444638887649782 0.0014463193383010622 0.0040231203560360147 -0.014842224059375927 0.00082571177880995839 0.0048354371710271869 -0.0040705015990355805 -0.038450603477632211 0.0041611127886371424 0.069142524676062231 0.014623347669846442 -0.00040437127909853524 -0.0016874607053695321 0.029356341223325994
leaf_weight=17.468045011162758 22038.686701327562 2285.9637080393732 126.39973230659962 6.8776600062847164 49.154863461852074 110.6403626203537 19.738363273441792 4090.6580419838428 5598.6248568296432 2022.1735896132886 18746.644579105079 25736.053714357316 520.42681661993265 10492.334846004844 3713.916560638696 173.91285017132759 69.229767248034477 16064.290910199285 572.84776240587234 77.702265471220016 19939.780725330114 1969.3476641923189 1363.5199795812368 15.995527669787405 453.31158081442118 5.0913981422781935 374.94169498980045 173.78467520326376 2429.7348198778927 11.526939630508421
leaf_count=70 90196 12790 523 28 198 452 98 16760 28365 9741 79552 107559 2243 43001 17023 786 321 65409 2327 335 81172 7963 5554 66 1868 24 1568 738 10904 48
internal_value=6.13319e-05 -0.000657662 -0.00370035 0.000485367 -0.000209877 -0.00132984 -0.00438521 0.000399509 -0.000272165 -0.0035028 -0.00159949 0.00115151 0.00041662 0.00247468 -0.00665638 0.00903231 0.0151399 0.000373979 0.00696797 -0.00657136 0.000832973 0.00421705 0.000512329 0.00762115 0.00976892 -0.00171025 0.00889726 -0.00361108 -0.00106781 0.0489959
internal_weight=139271 51666 6628.1 87604.8 45037.9 21716.1 6289.79 86563.2 45723.8 7620.8 21032.6 40839.5 26256.5 14583 3733.65 338.313 243.143 38103 683.488 95.1703 23321.8 2018.5 21303.3 1041.53 846.658 194.872 828.253 189.78 2556.13 18.4046
internal_count=587682 220068 30060 367614 190008 95121 28548 363274 193711 38106 92342 169563 109802 59761 17121 1512 1107 155605 2779 405 94887 8161 86726 4340 3512 828 3436 804 11427 76

Tree=89
num_cat=0
split_feature=8 16 16 24 8 9 14 11 11 18 26 1 29 6 33 16 7 19 23 16 19 14 52 11 23 8 7 2 31 28
split_gain=14.0121 34.7069 30.4183 26.0042 25.4289 30.8414 34.4582 32.4549 20.4145 19.2611 15.8457 13.7086 20.1041 11.4762 11.4103 11.3894 13.1596 12.643 11.0808 10.8959 10.6299 9.32265 12.3182 9.36869 9.24292 8.53584 6.72188 5.60003 4.57424 4.01314
threshold=0.015402814373373987 -0.0094353295862674696 -0.29571281373500818 -2.1505675315856929 0.02922036033123732 0.010784063953906299 0.011168861296027901 0.83793216943740856 -0.33432975411415095 -0.018580432049930092 -1.3378882408142088 0.0048620102461427459 -0.14206960052251813 1.6915986537933352 -0.36965236067771906 0.057748505845665939 0.05065713822841645 -0.023943598382174965 0.061256065964698798 -0.06073410622775554 0.0035405522212386136 -0.18857976794242856 -0.20743604004383084 -0.11924828216433524 0.0017107470775954428 -0.94168603420257557 0.012789621949195864 0.028184940107166771 -0.37833486497402186 0.052227724343538291
left_child=1 9 18 25 5 6 -4 -7 10 13 -5 19 -13 20 -10 17 -17 -6 21 -11 -1 22 -2 -23 -15 -3 -27 29 -29 -20
right_child=2 3 4 8 15 7 -8 -9 14 11 -12 12 -14 24 -16 16 -18 -19 27 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0034974043528043144 0.0080848327388983871 0.08805662174152934 -0.0011975987633043405 0.024218035439497985 0.04445529828337888 0.0063494178205157903 -0.0057029934152310457 -0.0014149058318987443 -0.0010884962995760471 -8.5885568127705384e-05 0.0059825788287032359 -0.010324028036179982 -0.00094961336129090852 -0.081864542999650222 0.0028848875060153894 -0.0026948664655742 7.3201470166343432e-05 0.00097359261641006645 -0.00031318855880746894 0.0018662298277982963 -0.04295103624218212 0.027917076207197616 -0.040682269790034996 0.0036289725149078623 0.011947029046282105 -0.012041708072929693 -0.037454692876047552 -0.0073226315144088502 -0.070870832919836799 -0.049327831787510587
leaf_weight=3387.9199393764138 817.03855320066214 2.2421505004167548 12944.212947770953 139.77460408955812 18.798782378435135 2323.1634310632944 7549.6428983807564 4332.4531702846289 2559.3913962543011 20789.01576410234 3159.5959261804819 714.37731049954891 6396.573854893446 9.3790989816188794 9817.7263241037726 6324.8891392722726 20335.569327048957 24006.880869053304 48.821884244680405 13088.022711530328 19.291866838932037 135.35867594182491 14.81324280798435 66.541802734136581 4.3039874657988539 194.62585324048996 34.405304238200188 5.5488433539867401 7.4584509134292585 5.1912145316600791
leaf_count=14157 3370 9 57675 607 130 9845 38309 18814 10772 85170 13081 2958 26501 41 40447 27608 82771 99367 206 53714 95 592 62 287 20 844 153 24 32 21
internal_value=5.8057e-05 0.000666255 -0.000406677 0.00279046 -0.000530404 -0.00183933 -0.00285732 0.00129526 0.00305073 -9.46583e-05 0.00675511 0.000224218 -0.00189138 -0.00391533 0.00206325 0.000170707 -0.000583491 0.00100761 0.00834205 0.000668293 -0.00372079 0.00969602 0.00721641 0.0199123 -0.0523563 -0.0148518 -0.0158593 -0.0125422 -0.0437615 -0.005024
internal_weight=139253 60316.6 78936.4 15907.8 77835.6 27149.5 20493.9 6655.62 15676.5 44408.9 3299.37 40988 7110.95 3420.89 12377.1 50686.1 26660.5 24025.7 1100.77 33877 3407.21 1033.75 831.852 201.9 13.6831 231.273 229.031 67.0204 13.0073 54.0131
internal_count=587682 248569 339113 65913 334519 124643 95984 28659 64907 182656 13688 168343 29459 14313 51219 209876 110379 99497 4594 138884 14252 4311 3432 879 61 1006 997 283 56 227

Tree=90
num_cat=0
split_feature=25 23 16 13 47 0 0 37 0 3 7 2 49 33 23 33 11 27 33 26 16 7 22 23 0 0 35 2 26 31
split_gain=12.5079 17.1873 15.5279 13.4778 16.3258 14.4279 12.9558 12.8127 17.8398 12.7521 12.179 12.0009 11.6971 11.6903 11.497 11.6596 11.6531 13.6811 11.1025 10.6641 12.5395 9.98864 9.90973 9.94296 9.81469 9.35126 8.73225 8.12794 9.0392 7.06762
threshold=-0.34858906269073481 -0.0016591091989539561 0.07694787904620172 0.009677451569586994 1.0000000180025095e-35 -0.0015730941086076198 -0.034956371411681168 2.6841048002243046 -0.00018437427206663412 -0.0049329537432640782 0.10147023200988771 -0.0032852033618837591 -0.36369965970516199 2.7939054965972905 0.16060598939657214 -0.24085112661123273 1.5251240134239199 0.01017631543800235 -0.19950059056282041 2.4251221418380742 0.098782751709222807 0.029420922510325912 1.6452711224555971 0.046311166137456901 0.0030364402336999778 -0.021614810451865193 1.2747014164924624 -0.063365582376718507 1.3526996970176699 -1.3035563230514524
left_child=3 2 7 11 5 9 13 12 -9 -5 -8 27 -2 -4 16 -16 24 -18 -17 20 -6 -7 23 -13 -3 -24 -21 29 -29 -1
right_child=1 14 6 4 19 21 10 8 -10 -11 -12 22 -14 -15 15 18 17 -19 -20 26 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.014499509441084732 -0.00092739381480314758 0.0025968380148799295 0.0056146511974934339 0.0059699534628059906 -0.00063033925468257261 -0.0047880051477821517 -0.005109392848152098 0.010645946673805088 -0.015325491548433288 -0.0016728405819412845 -0.00072098087427831194 0.0011411844512084109 0.00084626767886652251 -0.015607865632837822 0.031703384443038128 -0.049265854593691816 -0.0037602192656606588 0.002436593692210103 0.0085131543617632029 -0.0092844804482140539 0.0037965528146894812 -0.0013699884226857106 0.022341050656398975 0.026318497120483699 0.00072758204708250212 0.0057788655962672545 -0.055635185252006711 -1.5116544573359626e-05 -0.0034473720664135086 0.0024735956463541819
leaf_weight=167.74269933998585 17165.20282176137 15390.419325195253 819.21993984282017 874.70885084569454 8934.0148617401719 6873.4613616876304 3740.6394957378507 602.65144045650959 84.739804327487946 2051.4759704172611 3383.0264233201742 3138.3780022636056 26676.316126205027 80.031791478395462 63.411449640989304 9.7037929743528348 2555.0128212496638 1645.1768653392792 250.47757010906935 186.8780804425478 2250.023187763989 3691.4915225468576 108.0305592417717 44.687791302800179 16190.865710631013 843.12180308997631 12.160281009972094 18047.798958331347 2447.6920446157455 755.7552075535059
leaf_count=679 72216 63622 3328 3603 37091 33532 16352 2464 383 8517 13692 13029 113432 322 259 40 10651 6874 1046 774 9280 15825 438 201 67379 3437 50 75159 10256 3067
internal_value=0.0001103 0.000489359 -0.000122307 -0.000556125 -0.00143434 -0.00268156 -0.00226862 0.000264402 0.00744426 0.000611779 -0.00302534 0.000298752 0.000151829 0.00372589 0.00137965 0.0113249 0.00128971 -0.00133298 0.00635821 4.38604e-05 0.00026027 -0.00359372 0.0029131 0.00149465 0.00163852 0.00765998 -0.0121163 -0.00020586 -0.000425017 0.00465796
internal_weight=139084 88656.9 52551.8 50427.4 24874.2 13491.1 8022.92 44528.9 687.391 2926.18 7123.67 25553.2 43841.5 899.252 36105.1 323.593 35781.5 4200.19 260.181 11383.1 11184 10565 4134.22 3183.07 31581.3 951.152 199.038 21419 20495.5 923.498
internal_count=586998 372060 222189 214938 108672 61477 33694 188495 2847 12120 30044 106266 185648 3650 149871 1345 148526 17525 1086 47195 46371 49357 17105 13230 131001 3875 824 89161 85415 3746

Tree=91
num_cat=0
split_feature=23 6 28 6 23 17 7 12 6 43 6 25 25 9 20 52 9 9 21 5 21 27 6 23 14 25 48 49 13 5
split_gain=11.399 28.7178 25.4922 27.2215 37.2187 21.1953 25.2584 20.353 27.933 19.563 17.6879 13.9951 12.6158 12.5054 11.9704 11.8944 11.5716 13.8642 15.8941 14.8505 11.2885 11.1364 10.4964 9.59898 9.09866 8.38074 8.29828 7.63922 9.39597 8.63559
threshold=-0.0018552878173068164 0.24371179193258288 -0.0029428219422698017 6.0544414736796177e-05 -0.02680378686636686 -0.9409729242324828 -0.18190548568964002 0.024987090378999714 0.39993380010128027 0.46107579767704016 -0.21107201278209684 -0.24372967332601544 -1.137407600879669 -0.035971580073237412 -0.030127651058137413 0.15658619254827502 -0.053814252838492387 0.02992697432637215 -0.1729215011000633 -0.010736223310232161 1.6111459732055666 0.00068459575413726281 -0.95029395818710316 -0.012421539984643458 -0.35713069140911097 -2.1733400821685787 1.1855819523334505 -0.24442419409751889 0.14338664710521701 -1.4731301069259641
left_child=2 16 10 4 12 6 21 8 -5 -6 20 25 -4 -13 26 -8 27 18 -18 -19 -1 -3 -22 -16 -9 -7 -12 29 -29 -2
right_child=1 5 3 7 9 11 15 24 -10 -11 14 13 -14 -15 23 -17 17 19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.4539941926353469e-05 0.0054689715891724968 -0.018454465035393518 0.014843329959982041 0.002248062846036015 -0.0041876449283462132 -0.008428006326881652 -0.010815721937207836 0.0021454438637361802 -0.0032928827181838488 0.026866143630169492 0.022138457132720037 0.0031928236391271306 0.0021371223478189316 0.00027306245688750593 -0.0041218681418150483 -0.032800283138771022 0.007916421102321285 -0.0037053202134579404 0.0024950418647891187 0.0029357934256223736 0.01400218940728243 0.038150791447564773 -0.0001426178345851454 0.0029969327296441527 -0.0050316325924386297 -0.00092062257918809327 -0.0071579556120981835 0.0065810478897604663 -0.0071602122513983952 -0.0032347508987893678
leaf_weight=41366.092297211289 384.35745912790298 13.030997544527052 252.10286402702332 10482.895214110613 13397.574849665165 429.08546252548695 352.69352798908949 607.04991285502911 3379.5663537457585 57.228059589862823 140.99030216038227 5205.8940050750971 1697.2676888257265 19764.149021804333 575.35179477930069 85.981046915054321 3027.2856616899371 1189.9102202802896 3048.9370130896568 4610.8164824694395 311.09911847114563 38.929371394217014 280.00304837524891 7071.6396868377924 2716.5729636400938 15731.530663438141 33.63857364654541 733.46403069794178 172.68819677829742 1918.6005127876997
leaf_count=168646 1552 62 1048 44222 66794 1841 1906 2543 14596 255 575 21082 7015 82926 2327 467 12557 4818 12728 18739 1297 206 1173 28618 11506 65918 136 2978 698 7769
internal_value=0.000104432 0.000682721 -0.000293693 -0.00144602 -0.00306394 -3.53406e-05 -0.010986 4.14789e-06 0.000897221 -0.00405556 0.000460737 9.52869e-05 0.00378036 0.000881791 0.00277465 -0.0151247 0.0026638 0.0034268 0.00519607 0.00157349 2.93802e-05 0.0239549 0.00730184 0.00246132 -0.00372076 -0.00111995 0.0164951 -0.000160068 0.00396233 -0.00178212
internal_weight=139076 56707.4 82369.1 32590.3 15404.2 41621.3 490.635 17186.1 13862.5 13454.8 49778.8 41130.7 1949.37 24970 7821.62 438.675 15086.1 11876.9 6076.22 5800.73 41957.2 51.9604 591.102 7646.99 3323.62 16160.6 174.629 3209.11 906.152 2302.96
internal_count=586998 236247 350751 147979 75112 174408 2641 72867 58818 67049 202772 171767 8063 104008 31656 2373 61839 48842 25285 23557 171116 268 2470 30945 14049 67759 711 12997 3676 9321

Tree=92
num_cat=0
split_feature=18 3 46 55 33 11 31 19 9 4 5 18 33 20 33 26 12 29 21 20 7 46 55 27 35 19 20 14 27 19
split_gain=10.9246 14.1889 14.6411 14.5646 17.5266 12.6585 12.7166 12.6093 12.4547 11.6661 11.4291 11.2253 20.4092 17.998 22.2144 22.4223 16.708 15.1438 14.5508 13.0951 11.1211 10.4788 10.123 10.022 9.5237 15.2098 9.95609 9.50679 8.96462 8.74484
threshold=-0.019883931614458557 -0.0040668952278792849 -0.0029638054547831412 -0.59921103715896595 -0.36112779378890986 0.60747498273849498 1.3746064305305483 -0.018301737494766709 0.01437470503151417 -0.003893017652444541 0.9137047827243806 -0.012004865799099205 -0.30499759316444391 -0.0070173975545912972 -0.2079757824540138 1.7004853487014773 -0.22208395600318906 -0.18202294409275052 0.4026020765304566 0.040851579979062087 0.087842207401990904 -0.029008075594902035 -1.0423914194107053 0.010505963582545521 1.4438285231590273 -0.011144690681248902 -0.0015710382140241561 0.0092176757752895373 0.01285388693213463 -0.0050983515102416268
left_child=1 2 7 5 20 6 -3 8 -1 22 -7 13 17 14 23 -16 -14 28 -19 -18 -5 -9 -4 -2 26 -26 -15 -11 -13 -6
right_child=11 3 9 4 29 10 -8 21 -10 27 -12 12 16 24 15 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020162356826503493 7.0492544252864837e-05 -0.010252298753982113 -0.0053807285874058483 -0.013958304465396663 -0.0028061411806204334 0.012606689929015298 0.039806110995738608 0.017593533155899711 0.013577104020976297 0.10946619959972406 -0.0017097168047077614 -0.015340913009158732 -0.0080553124444402435 -0.0086907888114052187 0.0025622468888716931 -0.011867807121723469 -0.0012534698455734406 0.0012971800593345674 0.034732446967948298 0.0011124507838556179 0.011942812690391621 -0.022009100587225026 0.0065312029064405076 0.0039027305738086162 0.020997990995325743 -0.0036442079769155034 -0.0018786388530013306 0.024969139320626939 0.060809846570929478 0.036300274843077594
leaf_weight=2811.1151437684894 47251.096434339881 320.96380649879575 252.21405033022165 909.9551892131567 782.04972669482231 283.56956547126174 14.917628467082976 21.757012017071247 151.64375072717667 4.6796637326478985 349.93354254215956 188.00250961631536 909.21511988341808 991.18625655770302 19285.307698689401 307.29901672899723 33780.322087816894 17212.49163492769 36.639740481972694 8158.5650579482317 49.076794028282166 136.60220454633236 975.44803571328521 1997.9584046676755 111.12401251494884 191.79313780367374 1537.4697191268206 18.632296077907085 4.4451279044151297 16.399107038974762
leaf_count=14619 197645 1556 1280 4828 3688 1371 65 127 636 23 1694 791 3874 4133 80453 1300 141943 71025 156 33508 200 804 5035 8348 461 799 6404 107 20 105
internal_value=9.88525e-05 -0.00192651 -5.52243e-05 -0.00492682 -0.00780354 0.000288618 -0.00802904 -0.00199694 -0.00121812 0.00478927 0.00469861 0.000207807 -0.000325166 0.000656131 0.000826463 0.00233592 -0.000947314 0.00120324 0.0013682 -0.000793216 -0.0126329 -0.0165681 0.00408399 0.000225961 -0.00348502 0.00539569 -0.00454888 0.0419312 -0.013582 -0.00200295
internal_weight=139062 7098.96 4372.09 2726.87 1757.48 969.385 335.881 3121.12 2962.76 1250.97 633.503 131963 60289.7 71673.2 68841.7 19592.6 42848.1 17441.6 17249.1 41938.9 959.032 158.359 1227.66 49249.1 2831.57 302.917 2528.66 23.312 192.448 798.449
internal_count=586998 36138 22631 13507 8821 4686 1621 16186 15255 6445 3065 550860 251317 299543 287746 81753 179325 71992 71181 175451 5028 931 6315 205993 11797 1260 10537 130 811 3793

Tree=93
num_cat=0
split_feature=8 23 6 17 28 6 6 8 24 5 48 51 6 38 19 43 26 51 50 23 25 34 23 21 33 46 49 12 5 33
split_gain=11.1954 18.9777 25.0437 32.1702 23.7817 34.3317 27.2428 21.7545 18.3649 28.1567 18.1997 17.311 19.6556 15.8641 15.8053 13.1106 12.5946 11.7407 11.0753 12.4467 10.4093 16.6078 10.0333 13.7231 9.99915 16.0102 9.4183 9.23504 8.51287 8.50512
threshold=0.012955179437994959 -0.0018552878173068164 0.24371179193258288 -0.9409729242324828 0.0020204392494633798 6.0543263316503733e-05 0.4528979361057282 0.050150141119956977 -1.5473838448524473 -1.6332069039344785 1.5674561858177187 -0.03032819181680679 -0.48499742150306696 1.0000000180025095e-35 -0.0067270910367369643 0.16640833020210269 -1.8285197615623472 -0.065382689237594591 0.57243791222572338 0.16060598939657214 0.077980387955904021 -1.3996946215629575 0.11360239237546922 0.070058386772871031 -0.39619186520576471 0.028758130967617038 -2.0335561037063594 -0.26469458639621729 -1.2521181106567381 -0.36791796982288355
left_child=8 4 7 15 11 13 -7 17 9 20 -9 12 -2 -6 24 -4 -5 -3 29 -20 27 -22 -16 -24 25 -10 -26 -1 -13 -11
right_child=1 2 3 16 5 6 -8 10 14 18 -12 28 -14 -15 22 -17 -18 -19 19 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.041804969354434243 -0.0020155952454721689 0.0040543549577311093 0.0097077718784360223 0.049489972450266019 -0.0058677172612677676 0.00059872506346151137 -0.0062047196227214534 -0.00018487933242425565 0.0061589560498219263 -0.011435173089826091 0.0094489511428076552 0.0075191223752146107 0.0012546260588093435 0.027961029931009136 -0.00084555663682071239 -0.024478239991542632 -5.6678542811655401e-05 0.010355455166575095 -0.00086852058541923762 0.070888943228293172 -0.0097780716840160271 0.004403320147245292 0.01449642310301215 -0.01434421902535526 -0.00178298297998451 0.064563434995353872 0.0016211433853486963 0.0087952093762241734 0.0013068317506160661 -0.0047733879342028371
leaf_weight=10.274154886603354 15393.538827732205 2496.2811976745725 37.124184541404247 14.420444563031195 6276.4208733104169 8530.4673326909542 2050.7293294668198 4856.0208711475134 897.79168710112572 742.12164410203695 621.30544345080853 663.59361098706722 7768.1072082668543 39.183017313480377 12574.394763700664 208.45704108476639 22943.804508902133 1244.8786460459232 1176.4985658973455 6.8294538259506217 338.84992843866348 735.40757262706757 241.98507580161095 57.322113946080208 2444.165922947228 13.380783319473265 34631.617499500513 731.24152378737926 9350.1022661775351 1960.40218706429
leaf_count=47 63660 10519 188 61 36143 36376 9055 19719 3711 3086 2514 2716 31842 177 51589 1149 97125 5195 4848 28 1381 2999 989 237 10114 54 142140 2985 38294 8057
internal_value=9.35648e-05 -0.000300213 0.000698778 -0.000229662 -0.000947071 -0.00256554 -0.000719843 0.00303575 0.000667878 -0.00218444 0.000907908 -0.000122754 -0.000918807 -0.00565784 0.000987632 -0.0193104 -2.55575e-05 0.00615106 -0.00473042 -0.00045438 0.00326409 -6.98752e-05 -0.000617281 0.00897298 0.00153153 0.00701664 0.00139673 0.00809411 0.00171851 -0.00660274
internal_weight=139057 82494.4 32422.3 23203.8 50072.1 16896.8 10581.2 9218.49 56562.3 5701.63 5477.33 33175.3 23161.6 6315.6 50860.7 245.581 22958.2 3741.16 3885.85 1183.33 1815.77 1074.26 12873.7 299.307 37987 911.172 37075.8 741.516 10013.7 2702.52
internal_count=586998 354733 136470 98523 218263 81751 45431 37947 232265 23431 22233 136512 95502 36320 208834 1337 97186 15714 16019 4876 7412 4380 52815 1226 156019 3765 152254 3032 41010 11143

Tree=94
num_cat=0
split_feature=6 17 53 23 23 44 21 51 6 19 9 25 17 14 6 23 51 8 8 18 5 51 48 21 24 24 8 13 16 11
split_gain=11.1315 22.3595 28.502 15.4205 19.7385 43.2881 33.0544 21.0963 16.0571 14.3781 14.7917 11.3635 13.607 11.4958 10.743 22.0915 10.2486 9.96732 23.7806 10.9394 9.77371 9.7807 9.10231 8.30691 7.47739 7.37549 6.3415 8.65941 6.16149 2.3563
threshold=1.3658986091613772 -0.9409729242324828 0.25273287296295172 -0.0018552878173068164 -0.0018641663482412694 3.7914838790893559 -0.16488975286483762 -0.13438192754983899 0.24371179193258288 -0.021757248789072033 -0.0029678954742848869 -1.5113387703895567 -0.85420712828636158 0.66499423980712902 -0.21107201278209684 -0.011580605525523422 -0.28661893308162684 -0.0079659163020551187 0.050150141119956977 -0.019392709247767922 1.4214078783988955 -0.30721545219421381 0.80370745062828075 1.6111459732055666 -3.2021492719650264 0.53226712346076976 -0.044949166476726525 0.069165881723165526 0.014055797364562752 1.8508737683296206
left_child=3 2 26 4 14 7 -7 -6 17 10 16 12 -10 -13 23 -16 -3 19 -19 -5 24 -22 28 -1 -11 -12 27 -2 -4 -28
right_child=1 9 22 8 5 6 -8 -9 11 20 25 13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00020739431278839662 -0.036826753437119053 0.0097701365801689255 -0.028884333060259004 -0.0094555581543791997 -0.00091283744346574731 0.024726711405821507 0.0014827644678441605 -0.0045120491030827652 -0.020832802445788338 0.024503108256142277 -0.01849875466590584 0.00037460050855512482 -0.0024563133219482561 0.0061659194684074879 -0.0040901476865595728 0.0023372643865017927 -0.038585451796266254 0.0058916245706337024 0.00085971872872187298 0.001006128118928839 0.064794274040110317 0.0036345177230619244 0.07927701057778401 0.0061526582841071754 -0.0017103589933412137 -0.0014925108447211965 -0.051689791828222531 0.041848227862406107 0.056400837367327011 0.00073277515273868299
leaf_weight=44526.191567912698 13.846850879490377 127.70636984705925 6.6076212525367755 300.73292307555676 15363.65218507871 299.23328603804111 403.71428193151951 6514.025611218065 120.43826580792665 30.703711852431297 323.95707510411739 30709.956131570041 1879.5213847458363 993.9657464325428 1710.5872709602118 12325.664645701647 13.625407218933104 5089.43865159899 5477.6539494693279 4228.3523836582899 7.4018114954233161 956.4636508077383 7.2591232433915129 584.43101067841053 6864.6891639083624 91.972563184797764 56.657404661178589 5.4869843646883956 3.7186948135495186 2.5154267698526374
leaf_count=182253 101 568 38 1220 73257 1229 1638 29432 620 127 1710 127783 7836 4092 7305 50414 56 21257 22233 17129 33 4047 37 2444 29107 492 462 38 20 20
internal_value=8.85561e-05 -0.0017684 -0.0271897 0.000209661 -0.000235482 -0.00156853 0.0113773 -0.00198449 0.00095516 -0.00147816 -0.00970479 0.000311742 -0.00356295 0.000556167 0.00027344 0.00155396 0.00510831 0.00239166 0.00328324 0.000311468 -0.000894851 0.00410418 0.0337986 -0.000124997 -0.00159364 -0.0147382 -0.0408511 -0.0144986 0.00182841 -0.0494613
internal_weight=139040 8512.61 96.0921 130528 81727.5 22580.6 702.948 21877.7 48800.1 8416.52 557.261 33703.9 1999.96 31703.9 59146.9 14036.3 141.332 15096.2 10567.1 4529.09 7859.26 963.865 17.5854 45110.6 6895.39 415.93 78.5067 19.3338 10.3263 59.1728
internal_count=586998 36856 716 550142 347972 105556 2867 102689 202170 36140 2826 140331 8456 131875 242416 57719 624 61839 43490 18349 33314 4080 95 184697 29234 2202 621 139 58 482

Tree=95
num_cat=0
split_feature=3 3 31 11 15 46 7 8 24 3 45 25 17 2 2 23 14 12 8 18 50 35 11 5 2 2 16 25 51 18
split_gain=18.6763 23.4214 22.5505 19.6589 16.5222 16.4407 16.419 15.9656 14.715 14.4354 14.2476 11.9898 14.6638 11.6707 11.4566 11.1076 11.0629 10.6631 10.3237 10.1812 9.99808 9.62726 9.61073 9.4683 9.04171 8.15694 8.13384 19.292 8.57795 6.75023
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.029692117124795917 -0.0041784720961004487 0.026364844292402271 0.020485426299273971 -2.3852913379669185 -0.011928181163966654 -0.025680452585220333 0.71256232261657726 -0.63436201214790333 0.0032895603217184548 -0.043603347614407532 -0.0015040780999697743 0.038707826286554343 -0.23260834813117978 -0.08085808157920836 0.039503987878561027 -0.26964862644672388 -0.67405873537063588 1.1190311312675478 0.59494590759277355 -0.10643826797604559 0.0038310048403218393 0.41815836727619177 -0.95030537247657765 0.010941691696643831 -0.0089064561761915666
left_child=2 3 4 14 5 10 7 -5 13 15 -1 12 -10 24 -2 16 -4 -17 19 -6 -13 -16 -20 -7 -3 -15 28 -28 -11 -8
right_child=1 8 9 6 18 23 29 -9 11 26 -12 20 -14 25 21 17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029139766033410867 -0.03603434881946474 0.089700927359878516 -0.00063192735206979813 -0.0049591861343402013 -0.02787301118742774 0.0016103715151495766 0.00079820253997313275 -0.013830736531328066 -0.0027630882422366426 0.0026901192380416271 -0.00092215047617976006 0.0025205161860728195 -0.00033670104673365109 0.066064999750396702 -0.0035177881476982985 0.099449073364684101 -0.010610334586080189 0.0025778137579201437 -0.004600434551484428 0.023852587286567507 -0.00020719026759921644 0.0064619904992606492 0.043143423365087273 -0.015918545572381222 -0.017360886448761673 -0.00063924625100151579 0.070973282225846063 -0.03225452410133399 0.006843831311062018 -0.0085612358251389922
leaf_weight=2994.5009670555592 22.14820870757103 2.2334776520729056 4586.2183063030243 1285.4297610521317 89.337844744324684 15695.320333108306 955.61164830997586 1023.5520715974271 8515.9668965674937 10905.747930623591 29627.175423957407 6453.3267792165279 39210.970908254385 5.3371244668960562 453.62244479358196 3.1949904859066001 334.89246548712254 3272.0526022985578 1517.7086432352662 12.141841679811476 9093.5141816660762 676.40698067843914 11.93646155297756 87.039269119501114 280.17416002601385 146.54615999758244 5.8255995959043494 40.030610114336014 1601.676176995039 279.84453417360783
leaf_count=12159 93 9 19075 5912 360 66332 4404 6456 37672 45736 122730 27086 164626 22 2292 13 1428 13487 6335 49 38148 3028 50 379 1182 608 24 164 6671 1217
internal_value=-6.17365e-05 -0.000686255 0.000541783 -0.00429823 -6.74064e-05 0.000109391 -0.00625324 -0.00889187 -0.000419977 0.00201077 -0.000570014 -0.000353245 -0.000769644 -0.0101425 0.00171596 0.000280735 -0.00131098 0.00267231 -0.0053139 -0.0216841 0.000925051 0.00245585 -0.00422787 0.0015137 -0.0165142 0.00170472 0.00314035 -0.0191404 0.00322204 -0.00132181
internal_weight=139189 68404.7 70784.8 4696.62 50035.2 48404 3544.44 2308.98 63708.1 20749.6 32621.7 63273.8 47726.9 434.291 1152.18 8196.36 4921.11 3275.25 1631.12 101.48 15546.8 1130.03 1529.65 15782.4 282.408 151.883 12553.3 45.8562 12507.4 1235.46
internal_count=587747 292755 294992 23402 208394 201600 17989 12368 269353 86598 134889 267532 202298 1821 5413 34003 20503 13500 6794 409 65234 5320 6385 66711 1191 630 52595 188 52407 5621

Tree=96
num_cat=0
split_feature=24 12 25 6 43 24 12 23 34 4 25 25 14 6 14 55 33 24 27 23 8 2 43 34 4 34 49 21 17
split_gain=16.2195 16.9588 12.6931 16.073 14.3381 14.9979 13.3657 12.5957 15.2872 11.199 14.739 11.6058 11.1872 11.0921 10.2948 9.52623 11.8607 9.17774 12.5184 11.3077 10.4804 10.0087 17.6172 11.2643 9.14388 8.76558 7.50129 7.35123 5.27371
threshold=0.78624063730239879 -0.25294297933578486 0.68794003129005443 0.99501240253448497 0.46107579767704016 -0.47381231188774103 -0.28097476065158838 -0.0018552878173068164 1.5559740066528323 -0.0042513015214353791 -2.5016742944717403 -1.8317947983741758 -0.31573519110679621 0.32974779605865484 0.0041722557507455358 -0.80174642801284779 3.1174229383468632 -1.4068903923034666 -0.059545746073126786 -0.021208841353654858 0.045251322910189636 -0.010021963622421024 3.0831903219223027 -0.25211168825626368 0.0090575483627617377 0.070167023688554778 5.8386244773864755 0.63008329272270214 0.33878791332244879
left_child=2 9 3 7 6 -6 -5 8 -1 10 -2 28 15 -9 -12 16 -3 18 19 -4 -20 22 -19 -23 -13 -17 27 -14 -11
right_child=1 12 17 4 5 -7 -8 13 -10 11 14 24 26 -15 -16 25 -18 21 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00022833768617343383 0.10026780813008811 0.015589461825624573 0.0080400049433042766 -0.011745710484307753 0.0074524909845578935 -0.013386347618978372 -0.0011941351504944394 0.0022869678807466622 -0.0069225408920146449 -0.028765445829804226 -0.0085113904011197578 -0.0089044897675738012 -0.00090882497787861437 0.00010879873153494035 0.0019259489612700614 -0.0014493438374913116 -0.055825129632074401 -0.0004601901423816442 -0.0039238940237842019 0.05855673929141237 0.0094122191145097813 0.0038491770263296451 0.035306167468241133 0.0011504004968503109 0.06197630037581147 0.013952620639380844 -0.063846451804464244 -0.0060949138718688258 -0.078930026241246676
leaf_weight=50035.250941559672 3.9472998417913905 243.60880605876446 152.27235452830791 351.15833758562803 117.95781148970127 546.39056164771318 8493.9148716852069 11704.775555074215 976.97012981027365 24.245764710009098 448.21428778767586 1074.8662248216569 19347.417823798954 14962.03557369113 651.02077741920948 534.68848507106304 6.7126541882753363 6945.6765801757574 2157.4119893983006 13.554680570960043 179.28362989425659 6632.9693250581622 38.901458278298378 12590.586389347911 5.1368361487984648 128.79893797636032 5.3558338806033126 799.49794112890959 7.7742717415094367
leaf_count=211644 24 992 615 1936 557 2631 35983 48013 5949 116 1891 5016 81378 62200 3376 2177 27 28562 9050 55 727 27826 163 52833 22 521 28 3400 35
internal_value=-5.85124e-05 -0.00133507 0.000197918 -0.000120364 -0.00217706 -0.00968633 -0.00161304 0.000131416 -0.000356543 -0.00574626 -0.00196278 -0.00949966 -0.000871216 0.00106486 -0.00232989 0.0048644 0.0136744 0.00116447 -0.00190209 0.0121692 -0.00290068 0.00145729 -0.000260985 0.0020816 -0.00856736 0.00154055 -0.0011313 -0.00111463 -0.0409451
internal_weight=139180 23281.3 115899 87188.5 9509.42 664.348 8845.07 77679 51012.2 2215.21 1103.18 1112.02 21066.1 26666.8 1099.24 913.809 250.321 28710.7 2502.52 165.827 2336.7 26208.1 6984.58 19223.6 1080 663.487 20152.3 20146.9 32.02
internal_count=587747 99003 488744 368913 41107 3188 37919 327806 217593 10480 5291 5189 88523 110213 5267 3717 1019 119831 10447 670 9777 109384 28725 80659 5038 2698 84806 84778 151

Tree=97
num_cat=0
split_feature=3 3 31 11 7 15 49 9 16 24 4 3 49 35 25 15 2 13 8 25 46 9 11 2 37 24 11 49 49 25
split_gain=16.1619 20.9817 20.1236 17.5668 14.817 14.8124 15.6586 14.5353 14.2443 13.1829 16.6577 12.9591 14.5636 10.803 10.4889 12.0188 10.3446 9.66241 9.2798 9.27924 9.22862 9.04227 8.57463 8.39914 8.09624 7.90279 7.64107 7.34538 6.7401 4.58681
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.026364844292402271 0.029692117124795917 -0.12514873594045636 0.0058825844898819932 0.013253203593194486 -2.3852913379669185 -0.0036004736321046944 -0.011928181163966654 -2.7492089271545406 -1.4077005386352537 -0.31662929058074946 -0.0013210274628363548 -0.043603347614407532 0.009677451569586994 -0.08085808157920836 -0.86061945557594288 0.037697840481996543 -1.962998032569885 1.1190311312675478 0.0032895603217184548 9.6485533714294451 -0.50549897551536549 0.66890940070152294 -0.24442419409751889 2.7374624013900761 -1.1009354591369627
left_child=2 3 5 16 7 6 8 -5 -1 10 23 12 25 -14 17 -16 27 -11 20 -18 -7 -8 -20 -3 26 -4 -13 -2 -6 -26
right_child=1 9 11 4 28 18 21 -9 -10 14 -12 24 13 -15 15 -17 19 -19 22 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=2.4654141209693544e-05 -0.010176498251123534 -0.016738577765096144 0.033955414887168293 -0.01218661960566225 -0.0016032062257708964 -0.028456941203509688 -0.026110435738359528 -0.0037042641556226563 -0.0029233126743870431 0.00049396969972372658 0.05321090178794137 0.0032735027121255462 -0.0080076376579603162 0.00049239070231585607 0.0032633393950303735 -7.6682147003049987e-05 0.009968498765296192 -0.0018990550362173505 -0.0043630842837369954 -0.00069226594447051543 0.011878019817921599 0.0020759321888443863 0.040567137320424732 -0.0010034831066356509 -0.0095862797762036097 -0.00031208068106181768 -0.0033831963488315424 -0.073131377748001422 0.03974848875856557 -0.073979889278502228
leaf_weight=33213.175857961178 13.547100692987444 276.47504890710115 55.18660643696785 1280.2004813477397 1223.6469908989966 81.514087185263634 32.075105845928192 1019.2799184024334 5345.1078835502267 6629.8642025142908 11.545706599950789 12041.19698432833 444.34537903219461 7668.2438714131713 3298.2259982898831 36710.317938257009 319.81225926429033 16623.689840402454 1516.5414736941457 810.74823394417763 19.805509597063065 9814.0794052183628 12.025982707738875 145.40566119551659 6.6439690291881561 28.75476835668087 504.68372729420662 8.4553675353527051 11.173229459673164 5.8372059911489469
leaf_count=138147 58 1170 230 7738 5546 329 129 4630 22337 27531 48 50441 1885 31768 13696 154722 1549 71583 6335 3771 80 40987 50 603 28 120 2102 35 75 24
internal_value=-5.54506e-05 -0.000636561 0.000505902 -0.00405902 -0.00591196 -6.9633e-05 9.77036e-05 -0.00842669 -0.000384005 -0.000384729 -0.00959645 0.00189336 0.000254074 2.68244e-05 -0.000321617 0.000198663 0.00162297 -0.00121678 -0.0050392 0.00232344 -0.0205724 0.00198411 -0.0040096 -0.0113153 0.00296328 0.0222168 0.00300572 -0.0343695 -0.00122904 -0.0397019
internal_weight=139172 68382.4 70789.2 4686.86 3534.3 50034.3 48404.4 2299.48 38558.3 63695.5 433.426 20754.9 8196.53 8112.59 63262.1 40008.5 1152.56 23253.6 1629.89 1130.56 101.32 9846.15 1528.57 421.881 12558.4 83.9414 12545.9 22.0025 1234.82 12.4812
internal_count=587747 292755 294992 23402 17989 208394 201600 12368 160484 269353 1821 86598 34003 33653 267532 168418 5413 99114 6794 5320 409 41116 6385 1773 52595 350 52543 93 5621 52

Tree=98
num_cat=0
split_feature=24 12 25 6 43 31 18 23 54 48 14 25 9 8 5 9 13 45 18 23 5 24 26 11 22 8 55 51 2 34
split_gain=14.1116 15.3384 11.0981 14.2265 12.9006 16.266 12.2422 11.495 14.3092 13.1219 10.3319 15.7638 9.88965 9.0288 8.9579 9.32631 8.81565 17.0048 13.6915 8.89652 8.53466 8.19304 12.1274 11.1219 11.9808 10.6757 9.68505 8.46423 4.75863 7.4927
threshold=0.78624063730239879 -0.25449246168136591 0.68794003129005443 0.99501240253448497 0.46107579767704016 -0.042974317446351044 -0.018907326273620125 -0.0018552878173068164 2.5337406396865849 -1.8694132566452024 -0.62155407667160023 -0.44597345590591425 -0.22729130089282987 0.81736439466476452 -1.5977932810783384 -0.01001367252320051 -0.056393181905150407 -0.0046077333390712729 -0.020076958462595936 -0.008314674720168112 -0.54790374636650074 -1.4068903923034666 -0.95179614424705494 -1.4713333845138548 0.84448537230491649 0.025092718191444877 0.49872216582298284 -0.2928310334682464 -0.0063631739467382422 -1.3324646353721616
left_child=2 16 3 7 6 -6 -5 8 -1 -9 11 12 -3 -13 15 -12 28 18 -18 -19 -16 22 26 24 -23 -24 -4 -25 29 -2
right_child=1 10 21 4 5 -7 -8 9 -10 -11 14 13 -14 -15 20 -17 17 19 -20 -21 -22 23 25 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052373879866246249 -0.072638100385808854 0.07031985370923155 -0.0031458958003985939 -0.0085591703748832942 -0.017736686256541526 -0.0011222139657376929 -0.00096007772827629088 0.013598135679067437 0.0039593538022105407 0.00090756020470790521 0.025227808668417322 -0.0004682666503520269 0.020658086624135756 0.033418097928500187 -0.004518920636016277 -0.0084362001548651776 -0.036036361789561898 -0.043752834327846123 0.031225494592690323 -0.0056343856990647267 -0.00071284502486748755 0.00052935904568452395 -0.0013097624024335926 0.0042127260697148164 -0.008474150280780024 0.0093698406715886674 -0.015547348526471397 0.0012826950009569699 -0.060873006991054149 -0.0063835743631655336
leaf_weight=48919.32123170048 5.9631394147872916 13.941090151667593 549.31990042328835 642.15376217663288 321.35933008044958 341.33656397461891 8197.7817798182368 230.86768511682749 2085.1614693850279 26437.576973333955 71.892018169164658 254.76205095648766 58.654872179031372 24.183336600661278 1813.7232188358903 34.073176339268684 9.9919722080230695 17.350237339735031 56.965836048126221 1972.1739196665585 18904.160381879658 1184.9228995889425 1365.5754715502262 3185.5067856907845 639.07013288140297 325.62373355031013 260.91052850335836 21204.626476135105 10.41372938454151 24.46909968554974
leaf_count=209009 25 56 2343 3196 1682 1506 34723 1077 8584 109136 291 1031 237 97 7532 141 45 77 237 9462 79629 4842 5659 13738 2584 1340 1105 88220 43 100
internal_value=-5.2555e-05 -0.00124353 0.000186611 -0.00011106 -0.00204677 -0.00917903 -0.00151209 0.000125758 -0.000340461 0.00101742 -0.000815318 0.00819505 0.030195 0.00246953 -0.000967428 0.0144031 -0.00556692 -0.00508266 0.0211881 -0.00596681 -0.00104604 0.00109029 -0.00180781 0.00136684 -0.00262519 0.00074649 -0.00713941 0.00166538 -0.0299483 -0.019366
internal_weight=139164 23272.7 115891 87175.6 9502.63 662.696 8839.94 77672.9 51004.5 26668.4 21175.4 351.541 72.596 278.945 20823.8 105.965 2097.33 2056.48 66.9578 1989.52 20717.9 28715.6 2501.43 26214.1 1823.99 1691.2 810.23 24390.1 40.846 30.4322
internal_count=587747 99003 488744 368913 41107 3188 37919 327806 217593 110213 89014 1421 293 1128 87593 432 9989 9821 282 9539 87161 119831 10447 109384 7426 6999 3448 101958 168 125

Tree=99
num_cat=0
split_feature=3 3 31 34 14 46 55 45 33 49 48 24 4 4 3 49 50 11 23 7 35 27 2 54 9 24 46 25 35 51
split_gain=14.66 18.6982 17.7838 15.9235 14.5744 14.1413 20.5139 17.8325 16.8832 14.7414 22.2048 11.6927 14.8555 11.6628 11.5884 13.0174 11.0369 14.7987 12.7029 10.4246 9.67686 9.06605 7.57509 7.4605 7.16309 7.03246 5.48373 7.33286 3.9232 2.66875
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 1.4347360134124758 0.080323178321123137 -0.0041784720961004487 -0.12686726450920102 0.089111424982547774 2.065210342407227 -1.3179033398628233 0.42183295637369161 -2.3852913379669185 -0.0036004736321046944 -0.00073132457328028966 -0.011928181163966654 -2.7492089271545406 -0.78624460101127613 -0.1452781409025192 0.11360239237546922 0.0051615408156067142 -1.4077005386352537 0.018087157979607586 0.0032895603217184548 9.938911437988283 0.87112370133399974 -0.50549897551536549 -0.0075201932340860358 -0.24372967332601544 1.3323504924774172 -0.26252499222755427
left_child=2 3 5 4 21 9 7 -7 -8 10 -1 12 22 -6 15 25 17 -13 -18 -11 -17 -2 -3 24 -16 -4 29 -28 -14 -5
right_child=1 11 14 26 13 6 8 -9 -10 19 -12 16 28 -15 23 20 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0094809728004385096 -0.0018565023908966778 -0.015846147183448626 0.032007836968557669 -0.011291293499268627 -0.018579646105300513 -0.0008562180361816001 0.0036838628067548513 0.022456218458350857 -0.0083261431108098919 0.0010049164968421469 -0.0013605197183265986 0.0052462729596250155 0.077459534191016699 -0.00032176411122081277 0.002760728516790413 -0.007586073839393085 -0.00088435137594151318 0.00026607877051715778 0.0069752656125832927 -0.0010551731395745572 0.00046377164924540177 -0.016116382099510475 -0.00089274427498504515 -0.05125226104718008 0.025583976625808871 -0.00029488269061139668 -0.02735676834790882 -0.00063943274758680258 0.015459056104263777 -0.06024087245493711
leaf_weight=1229.5330730229616 3967.1497418805957 275.5673805475235 55.421755433082581 4.0630412958562401 292.74530807137489 8317.7334899157286 7565.8388172239065 93.202619299292564 343.72768763452768 11835.792148016393 4100.1052660420537 1848.9168805405498 6.4861309230327588 147.94419529289007 12517.531913563609 443.75337184220552 42896.237923216075 17924.472866322845 585.5185309946537 16544.902928367257 7668.738266594708 129.32111865282059 145.35689228773117 7.1686797738075247 38.747149541974068 28.75291782617569 77.553191285580397 45.955321863293648 5.137626588344574 13.604972168803213
leaf_count=5328 19291 1170 230 41 1337 35065 32012 386 1492 48019 16630 7699 27 669 52409 1885 181447 75899 2487 69462 31768 593 603 30 156 120 909 444 21 118
internal_value=-4.98021e-05 -0.000603354 0.000484788 -0.00383734 -0.00329191 -5.63338e-05 0.00122427 -0.00059789 0.00316194 -0.000676327 -0.00323389 -0.000365794 -0.00905012 -0.0124503 0.00178887 0.000238591 -0.000306409 0.000731753 -0.000778515 -0.00019604 2.3445e-05 -0.00230667 -0.0106823 0.0028003 0.00283116 0.0209737 -0.0213665 -0.0174157 0.0500557 -0.0489841
internal_weight=139157 68366 70791 4678.34 4537.16 50030.8 16320.5 8410.94 7909.57 33710.3 5329.64 63687.7 432.548 440.69 20760.1 8196.67 63255.1 19773.4 43481.8 28380.7 8112.49 4096.47 420.924 12563.4 12556.3 84.1747 141.177 123.509 11.6238 17.668
internal_count=587747 292755 294992 23402 21890 208394 68955 35451 33504 139439 21958 269353 1821 2006 86598 34003 267532 83598 183934 117481 33653 19884 1773 52595 52565 350 1512 1353 48 159

Tree=100
num_cat=0
split_feature=7 18 7 47 6 26 0 6 8 7 6 55 7 51 16 35 17 8 17 20 5 20 5 7 31 34 17 7 13 27
split_gain=1429.16 1155.6 740.144 492.814 200.732 179.721 84.9959 101.122 70.0809 52.4725 49.2995 40.3787 34.1126 35.6084 25.5579 21.3886 18.3413 17.6808 17.165 16.9979 16.3653 15.3315 14.7702 14.0485 13.4826 11.088 10.2535 9.42442 7.21559 4.33852
threshold=0.00059253652580082427 -0.021078436635434624 -0.042772365733981126 -0.57347567379474629 -0.02541163936257362 -2.052433848381042 -0.0022947916295379396 -0.0032315368298441167 -0.004762922413647174 -0.071218971163034425 -0.003231550799682736 0.906316637992859 0.0059639648534357556 -0.017102343030273911 0.26635158061981207 -1.1890376210212705 -0.44068811833858484 -0.10953975841403006 -0.93323016166687001 -0.03052502870559692 1.4499924182891848 -0.013781675137579439 0.71192574501037609 0.019997081719338897 -2.2119578123092647 1.3778149485588076 -0.3769554048776626 0.11266954615712167 0.00078229175414890062 0.0020691798999905591
left_child=1 5 9 4 -4 10 28 -8 -5 18 25 12 17 16 19 -11 -14 29 -3 23 -19 -21 -15 -13 -16 -1 -12 -26 -7 -2
right_child=11 2 3 8 -6 6 7 -9 -10 15 26 14 13 22 24 -17 -18 20 -20 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.053715154824039359 0.029907284547945646 -0.0095075847602306054 -0.0081513277659790544 -0.0069621221064707908 -0.020098035388762963 -0.0076168919152718433 -0.04929578993390614 -0.02212563985801826 -0.00061393326310523182 -0.0062663285222036647 -0.045078325926411068 0.0012141891759335954 0.0079291915587578719 0.0045534791309019759 0.059820368832565737 -0.0012401596194621756 0.0051299841311149641 0.00060354198291319363 0.0015993649618498179 0.00019427245734394272 -0.012442816290595468 0.0051916773003632391 0.00069167016283923203 0.015651673299757651 -0.010032990162440769 -0.066081417688057531 -0.031391214867709051 -0.0017828663811566498 -0.053979821965229671 0.081708221740742229
leaf_weight=484.39322423934937 11.107703089714052 396.9162410646677 5629.1197252571583 28171.124635726213 13249.667221724987 539.08128170669079 624.30020050704479 1002.915695771575 5909.5726308971643 3693.9551536887884 362.73103624582291 323.13443329930305 10542.81717556715 5613.6552813798189 8.9374541640281659 6677.2576876431704 17471.907352343202 3324.3126157969236 25559.75359082222 6530.7072180956602 293.96692796051502 2343.1373295336962 5515.2004915475845 457.17174085974693 701.7326183617115 351.43832568824291 266.85087418556213 872.57720211148262 9.5972189307212812 7.6831702440977088
leaf_count=2182 45 1735 23045 115050 55483 2209 2685 4276 24116 14994 1608 1355 43153 22860 36 27028 71159 13747 102905 26645 1262 9539 22499 1893 2907 1605 1178 3519 39 31
internal_value=-0.00287851 -0.00686354 -0.00566999 -0.00966656 -0.0165359 -0.03613 -0.0264671 -0.0325498 -0.00586135 0.000156278 -0.0504778 0.00397703 0.00471969 0.00517589 0.00114972 -0.00303035 0.00618341 -0.000190108 0.00142952 0.0021733 -0.000456409 0.00151384 0.00263966 0.00967293 -0.00509177 -0.0589147 -0.039277 -0.00546028 -0.00842785 0.0510875
internal_weight=146947 92928.7 89287.4 52959.5 18878.8 3641.31 2175.89 1627.22 34080.7 36327.9 1465.41 54018 42780.7 39143.6 11237.4 10371.2 28014.7 3637.07 25956.7 9654.15 3618.28 8873.84 11128.9 780.306 1583.25 835.832 629.582 1574.31 548.679 18.7909
internal_count=600788 380138 364356 217694 78528 15782 9209 6961 139166 146662 6573 220650 174756 159671 45894 42022 114312 15085 104640 39432 15009 36184 45359 3248 6462 3787 2786 6426 2248 76

Tree=101
num_cat=0
split_feature=48 7 7 48 7 28 6 8 8 13 33 7 28 28 16 17 7 8 55 12 28 7 17 15 33 9 25 6 49 26
split_gain=1444.24 754.444 555.678 438.283 357.104 350.602 403.573 154.527 83.0574 75.4338 55.686 51.0953 45.6998 45.5667 47.1969 32.8468 27.7583 25.2977 24.7599 23.0043 22.2326 26.6264 17.6722 17.1913 15.5799 13.3244 12.8867 12.5446 12.1397 10.5221
threshold=-1.4635246396064756 0.0037756116362288599 0.00059253652580082427 -0.33299300819635386 -0.039888821542263024 -0.0048417916987091294 -0.0032315354328602548 -0.0065470347180962554 -0.087201833724975572 -0.013903370592743157 0.095794580876827254 -0.042772365733981126 -0.033404938876628869 0.053812745958566673 0.030648026615381244 -0.87360209226608265 -0.057578392326831811 -0.093628708273172365 1.2476784586906435 -0.28028306365013117 0.00051527100731618713 0.016659101471304897 -0.93323016166687001 0.030809802003204826 -0.39895440638065333 -0.0083521548658609373 -1.5343517065048216 0.46047466993331915 2.9130595922470097 -0.95760047435760487
left_child=2 3 5 4 16 17 9 -6 22 -7 18 -8 -10 14 -12 -15 -2 -1 19 -3 21 24 -5 26 -4 -25 -22 -20 -23 -19
right_child=1 10 20 8 7 6 11 -9 12 -11 13 -13 -14 15 -16 -17 -18 29 27 -21 23 28 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0091548764432745188 0.0013730501785363764 0.011642700327687595 -0.038082823781733846 -0.011557507321285559 -0.015661507064505857 -0.029529332800429998 -0.0033744435815577676 -0.0042855181992141785 0.0010616256127538796 -0.048569315952882934 0.0087899833032153568 -0.021847555191280697 -0.0036584956512823769 -0.020734711277880201 -0.0012902612235645783 -0.0034873934060170625 -0.0055653484288823692 0.0015696264012470343 -0.00072962735282304698 0.0049233941358511292 -0.047557903498090887 0.004698343797445468 0.0017975029956525659 -0.009087946913963375 -0.005791300499643097 0.011528641770896327 0.029298966698925538 0.0057222599527724603 0.026269563068123006 -0.011151000666572989
leaf_weight=223.95905533432961 6320.5802190899849 1491.1047097742558 46.199388727545738 283.0799353569746 16316.490136384964 731.68327888846397 496.85052253305912 4222.0005472898483 6950.1548145115376 2905.6868442445993 2139.8650027066469 2739.9518802464008 33698.769715324044 361.70959946513176 3343.1468057483435 2176.847292393446 2177.7132078707218 205.84638039767742 3210.7641618400812 35648.149742856622 6.3572806268930426 517.26853522658348 16576.297755107284 108.81812384724617 458.47176097333431 461.55285805463791 170.01052126288414 1149.6067017316818 85.380799293518066 1621.4119635522366
leaf_count=904 25550 6160 200 1238 67446 3116 2074 17568 27942 12869 8740 11998 137270 1584 13660 8809 8887 857 13015 145003 29 2183 66660 466 1983 1988 762 4704 366 6757
internal_value=-0.00272843 -0.00124902 -0.0214026 -0.00423432 -0.00954223 -0.0268871 -0.0326252 -0.013323 -0.00155428 -0.0447393 0.00396821 -0.0190119 -0.00285145 -7.42526e-05 0.00264377 -0.0059449 -0.000404935 -0.00765738 0.00474959 0.00519317 0.00499963 0.000233601 0.00157326 0.0120671 -0.00874738 0.00759531 0.0265286 0.000971405 0.00775446 -0.00971798
internal_weight=146846 136066 10779.4 86545.1 29036.8 8925.39 6874.17 20538.5 57508.3 3637.37 49521.2 3236.8 40648.9 8021.57 5483.01 2538.56 8498.29 2051.22 41499.6 37139.3 1854.06 1107.32 16859.4 746.739 504.671 570.371 176.368 4360.37 602.649 1827.26
internal_count=600788 554236 46552 352561 119451 38575 30057 85014 233110 15985 201675 14072 165212 32793 22400 10393 34437 8518 168882 151163 7977 4732 67898 3245 2183 2454 791 17719 2549 7614

Tree=102
num_cat=0
split_feature=48 7 7 8 48 28 6 8 6 33 7 28 16 8 8 33 23 8 28 7 12 7 51 31 17 26 23 17 51 6
split_gain=1305.77 676.85 509.115 397.947 383.067 317.642 380.241 142.043 76.7702 49.8718 43.0299 40.9021 42.3514 39.0676 36.0317 35.5864 32.9121 25.7264 25.5875 24.751 20.7797 24.1205 18.2227 16.9489 10.8657 10.7276 9.97115 9.29955 13.386 10.5921
threshold=-1.4635246396064756 0.0037756116362288599 -0.0032519351225346322 -0.045028725638985627 -0.33299300819635386 -0.0043495516292750827 -0.0032315332209691401 -0.004762922413647174 -0.003231550799682736 0.095794580876827254 -0.042772365733981126 0.053812745958566673 0.030648026615381244 0.0057663428597152242 0.011339744087308647 -0.39895440638065333 -0.065855942666530595 -0.12924472987651822 -0.09846006333827971 -0.073660593479871736 -0.28028306365013117 0.017697945237159732 0.15706272423267367 0.91861024498939525 1.8469938635826113 -0.85416355729103077 -0.0017762058414518831 -0.74705469608306874 -0.30338750779628748 0.68938201665878307
left_child=2 3 5 17 7 19 8 -5 -7 20 -8 12 -11 -6 15 -4 -13 22 -19 26 24 -22 -2 -17 -3 -21 -1 28 -16 -29
right_child=1 9 14 4 13 6 10 -9 -10 11 -12 16 -14 -15 27 23 -18 18 -20 25 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0093011659179520756 0.0031834601033929339 0.011285120032717977 -0.040884486618968915 -0.014317434523323508 -0.0038483393249191269 -0.051075480215564996 -0.0031977164135721377 -0.0027506427368166834 -0.035722076478157873 0.0083284612752222865 -0.020386886910548359 -0.027266601585746862 -0.0012220195872056957 0.0020046384811617315 0.060661926378874229 -0.0075070077031055733 -0.0039506567232737407 0.0051467450096264926 -0.001563979430247046 -4.8202357604568641e-05 0.0013318954791567599 0.0048355178629458408 -0.00082775385006668488 0.0097910597832392317 -0.0087537387290697877 -0.012083374402971862 -0.026317770986892631 0.0054708241041043727 0.013240634469326246 0.024908548875708737
leaf_weight=263.05542956292629 11510.986564785242 1573.6814371794462 74.604624420404434 17680.436714231968 28349.034903898835 1796.2742424160242 496.5303193628788 3587.3602599054575 1864.2619084715843 2138.7781307548285 2322.8061875998974 183.31000745296478 3342.7685001790524 3611.5298087596893 21.646690294146538 557.4352054297924 2352.6474779099226 1778.3065754920244 15570.709419637918 240.55608826875687 6618.1548760980368 33250.062946677208 4396.4123509526253 222.66692189872265 79.866277977824211 1539.1803196370602 24.099270835518837 1130.9722293615341 73.478509679436684 84.642320096492767
leaf_count=1064 46261 6487 328 73259 115542 8146 2074 14918 8143 8740 10266 814 13660 14628 95 2425 9579 7158 63002 1004 27316 134747 17793 985 332 6436 97 4803 315 371
internal_value=-0.00258641 -0.00118336 -0.0204023 -0.00401293 -0.00685467 -0.0262182 -0.0319888 -0.0123664 -0.0432562 0.00375644 -0.0173596 -7.04635e-05 0.00250437 -0.00318696 0.00255236 -0.00591395 -0.00563603 0.000535411 -0.000876118 -0.00812699 0.00449538 0.00425391 0.00207486 -0.00256957 0.0103172 -0.0104567 0.00631187 0.00807307 0.0240318 0.00682426
internal_weight=146736 136024 10712.2 86484.8 53228.4 8546.76 6479.87 21267.8 3660.54 49539.3 2819.34 8017.5 5481.55 31960.6 2165.45 854.707 2535.96 33256.4 17349 2066.89 41521.8 39868.2 15907.4 780.102 1653.55 1779.74 287.155 1310.74 95.1252 1215.61
internal_count=600788 554236 46552 352561 218347 37230 28629 88177 16289 201675 12340 32793 22400 130170 9322 3738 10393 134214 70160 8601 168882 162063 64054 3410 6819 7440 1161 5584 410 5174

Tree=103
num_cat=0
split_feature=7 18 7 47 26 28 7 7 6 6 7 16 33 6 28 28 33 18 35 23 55 0 5 17 13 6 35 35 17 28
split_gain=1040 932.65 547.326 305.123 197.629 172.326 91.6634 76.7294 73.2092 63.1771 50.0719 64.1008 46.4637 41.4423 37.0656 33.3091 32.4479 29.1967 28.7878 26.6846 21.6186 17.3122 30.2733 16.6365 15.251 11.7084 10.6914 10.6245 9.6412 9.41979
threshold=-0.0021867412142455574 -0.020845691673457619 -0.032731924206018441 -0.57347567379474629 -2.052433848381042 -0.0043495516292750827 -0.029027817770838734 -0.064894221723079668 -0.2354059964418411 -0.0032316836295649405 0.010825692676007749 0.019996242597699169 0.059463137760758407 -0.003231550799682736 0.062031606212258346 0.0044669276103377351 -0.40019361674785608 0.029094483703374866 0.69843038916587841 -0.065855942666530595 1.2476784586906435 0.002132224384695292 1.0777222514152529 -0.93323016166687001 2.3584356307983403 0.46047466993331915 1.3382741808891299 1.3639329075813296 -0.3769554048776626 -0.0038100862875580783
left_child=1 4 7 5 13 -4 -6 23 -8 -5 11 16 20 26 17 -9 18 -14 -2 -16 24 22 -13 -3 -12 -22 -1 -18 -15 -23
right_child=10 2 3 9 6 -7 8 15 -10 -11 12 21 14 28 19 -17 27 -19 -20 -21 25 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.04905977810982487 0.0051590014328820434 -0.0093990044752714046 -0.0062543268251533425 -0.0026401786900223613 -0.0042775244345055865 -0.018558172039877401 -0.01101495958886247 -0.0051811229190882897 -0.031781403763146268 -0.0078340450072224045 0.0051676517718105101 -0.0028898025950237663 0.0045312782885165732 -0.041332936165713999 -0.025716270030247623 0.00021144156112163812 0.0066390958928263834 -0.0057822315635737568 -0.024029870685987713 -0.0036560362536064619 -0.00074751187125160739 0.019780197063632963 -0.013316409107628203 0.0013009836605041478 -0.015935797190635322 0.0058919101240778185 -0.061711969154298364 -0.007805981550762656 -0.027710707177640334 -0.00033655686703279046
leaf_weight=472.49594117701054 182.09714435040951 414.40355445444584 4518.8306296020746 11485.168220296502 648.10788287222385 10936.080355793238 635.33039632439613 10615.713943868876 1911.8385983258486 15398.712385118008 34151.929800242186 3114.0577808469534 4366.7114757746458 343.93861062824726 164.82506638765335 4616.8706955313683 3990.2688594311476 936.36617356538773 198.23968912661076 2350.7604499906301 2914.7676491439342 67.410450503230095 1044.6046078950167 27157.738225802779 96.464374646544456 1002.7616873830557 311.15825413167477 148.34577190876007 253.52113409340382 2175.947962731123
leaf_count=2250 755 1814 18589 46622 2669 46407 2608 43149 8316 63542 138836 12865 17875 1579 733 18838 16346 3800 840 9565 11810 283 4431 109352 389 4093 1512 621 1151 9148
internal_value=-0.00245182 -0.00600666 -0.00475387 -0.00902654 -0.0293147 -0.0149607 -0.0220736 -0.000527706 -0.0266017 -0.00561515 0.00315291 -7.31413e-05 0.00391907 -0.0460671 0.000196881 -0.00354668 0.00475986 0.00271022 -0.0100549 -0.00510146 0.0046816 -0.00348458 -0.00550884 0.00114017 0.00510821 0.000951967 -0.0540835 0.00612132 -0.0355526 0.000267929
internal_weight=146625 89719.9 85143.5 42338.8 4576.39 15454.9 3195.28 42804.7 2547.17 26883.9 56905.6 10921 45984.6 1381.11 7818.66 15232.6 4518.95 5303.08 380.337 2515.59 38165.9 6402.02 4158.66 27572.1 34248.4 3917.53 783.654 4138.61 597.46 2243.36
internal_count=600788 368398 348313 175160 20085 64996 13593 173153 10924 110164 232390 45289 187101 6492 31973 61987 18562 21675 1595 10298 155128 26727 17296 111166 139225 15903 3762 16967 2730 9431

Tree=104
num_cat=0
split_feature=48 7 7 48 28 6 7 34 13 8 33 9 7 28 19 7 33 7 8 55 16 21 0 20 6 31 31 46 19 26
split_gain=1102.18 540.059 435.358 336.797 274.188 325.202 271.691 127.025 62.8009 57.5504 40.3226 36.2512 35.9539 33.5245 34.7345 30.2217 27.9289 22.9032 20.6879 20.0145 19.8739 17.1254 13.7261 13.2839 12.0458 14.7174 11.1176 9.34461 8.92035 8.8096
threshold=-1.4635246396064756 0.0037756116362288599 -0.0032519351225346322 -0.33299300819635386 -0.0048417916987091294 -0.0032315332209691401 -0.0390078667551279 1.3778149485588076 -0.013903370592743157 -0.052701119333505624 0.095794580876827254 -0.054854542016983025 -0.042772365733981126 0.046547604724764831 -0.020294477231800553 0.0082902335561811941 -0.39895440638065333 -0.18996974080801007 -0.093628708273172365 0.906316637992859 -0.16990545392036435 5.8690309524536142 -0.019291263073682782 -0.031279245391488068 0.68938201665878307 1.0348140597343447 0.17071291059255603 -0.010322885122150181 0.073402963578701033 -0.95760047435760487
left_child=2 3 4 6 18 8 17 -8 -6 20 19 -11 -7 14 -12 16 -4 -2 28 23 -5 -15 -21 -3 27 -26 -18 -17 -1 -20
right_child=1 10 15 9 5 12 7 -9 -10 11 13 -13 -14 21 -16 24 26 -19 29 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0098853550365763307 0.0041847811922670758 0.010013546604791305 -0.039572776328493549 -0.0015971627589200347 -0.026660186730730669 -0.0029379336879123961 -0.010681825169679414 -0.030800605684024481 -0.043514220825744437 0.00077646663592554916 0.0091380478290223385 -0.0034909620668997954 -0.01867303019412932 -0.0036468071081552115 -0.00034851556589763749 0.0011537192169292 -0.014562236302844941 -0.0020091780372021965 0.0016721441231611002 0.0095624008242498997 0.0018022290177015462 -0.019682122318192365 0.0010741041190999504 0.0043998021534234618 0.0086449376350631619 0.051244251590765025 0.00097011910262262565 0.010007866100038138 -0.060324470122807589 -0.010200212096943724
leaf_weight=219.03189136087894 2273.881855532527 1229.2677867263556 64.861895009875298 6834.7068352848291 791.87343442440033 495.9881017357111 19317.445803552866 923.68056629598141 2878.4365998059511 7045.5183793008327 1526.0264829695225 27097.887387946248 2296.8652921766043 2538.9292430579662 3744.2801479548216 671.90288841724396 176.00477883219719 6387.4602634161711 198.1236450523138 575.89168035984039 16478.192325249314 201.96632313728333 7559.6982204169035 32192.374440550804 59.468298390507698 36.927536591887474 489.33323277533054 667.41728758811951 5.2039806991815558 1541.7986315637827
leaf_count=883 9159 5089 290 27520 3444 2074 80350 3978 13258 28478 6240 110681 10266 10360 15306 2841 761 25964 825 2321 66431 887 30729 130743 261 161 2148 2860 21 6459
internal_value=-0.00232409 -0.00104083 -0.0187902 -0.00357183 -0.0242373 -0.0295074 -0.00823851 -0.0115999 -0.0398779 -0.00122433 0.00336872 -0.00261037 -0.0158786 -7.41647e-05 0.00239834 0.00240358 -0.00637507 -0.000383064 -0.00689563 0.00403242 0.00080562 -0.00482839 0.00167496 0.00460628 0.00686837 0.024964 -0.00313872 0.00556597 0.00825595 -0.00884832
internal_weight=146520 135927 10593.2 86358.8 8427.32 6463.16 28902.5 20241.1 3670.31 57456.3 49568.4 34143.4 2792.85 8011.2 5270.31 2165.92 730.2 8661.34 1964.16 41557.2 23312.9 2740.9 8135.59 33421.6 1435.72 96.3958 665.338 1339.32 224.236 1739.92
internal_count=600788 554236 46552 352561 37230 29042 119451 84328 16702 233110 201675 139159 12340 32793 21546 9322 3199 35123 8188 168882 93951 11247 33050 135832 6123 422 2909 5701 904 7284

Tree=105
num_cat=0
split_feature=48 7 7 8 48 6 6 6 6 12 9 7 33 7 16 7 55 33 20 4 6 27 25 11 6 27 16 24 9 31
split_gain=1007.85 501.979 389.93 297.771 305.161 268.523 299.895 122.019 74.9522 45.8106 38.5788 36.8187 36.5604 23.4716 33.2235 20.342 19.8201 19.7146 17.1961 16.9151 18.011 15.1303 14.8395 14.6576 13.649 13.112 13.066 15.9233 11.6047 9.95632
threshold=-1.4635246396064756 0.0017923984560184183 -0.0032519351225346322 -0.03981672786176204 -0.33299300819635386 -0.02541163936257362 -0.0032315332209691401 -0.0032316836295649405 -0.0032315653515979643 -0.2887094765901565 -0.070271071046590791 0.0066762119531631478 -0.17005087435245511 -0.093624878674745546 -0.080308098345994935 -0.066814437508583055 1.1848718523979189 -0.38896885514259333 -0.028842224739491936 0.054184773936867721 0.19465310126543048 0.0076636255253106364 -0.42802381515502924 0.026686859317123893 0.88734760880470287 0.00088734223390929412 0.037072572857141502 2.0832036733627324 -0.0087192403152585012 0.14350795745849612
left_child=2 3 5 13 7 15 8 -5 -7 -8 -6 17 16 24 -15 21 18 23 -3 20 -14 -1 -21 -4 -2 -18 27 -13 -28 -19
right_child=1 12 11 4 10 6 9 -9 -10 -11 -12 26 19 14 -16 -17 25 29 -20 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0095550459237034868 0.00083867907009390697 0.007172891064129135 0.024818987569892145 -0.0054928402910264891 0.0015741735277986016 -0.05171958759478737 -0.033422031262389698 -0.014263638509390466 -0.034220204740567389 -0.012982810607213803 -0.0035650887778240548 0.018765976203851127 0.0032895850033509795 -0.0046334249986171817 0.00046519474730725269 -0.0089205060751565476 0.0029981151612595252 -0.016092950211347799 0.0039854784408393648 -0.010215402400753401 -0.00070318938390518163 -0.029997803992296432 -0.00053702207528883079 -0.034257968086644205 0.0046840921289668536 -0.00349069840376316 -0.0044769650423668187 -0.041931184713217766 0.0072992575070317707 0.00021912027392493363
leaf_weight=281.81663340330124 16948.471328049898 5818.1336365193129 13.260200515389441 6806.8498399853706 4942.7330089062452 938.37027989327908 352.9194011837244 12898.437454417348 2571.9604097604752 2421.5566784739494 24149.870148688555 299.69316582381725 8390.3700587302446 5496.9997706115246 10348.173120096326 1797.9595054686069 2232.1159377396107 142.11379201710224 26007.497335836291 614.30448417365551 5103.9952789247036 30.065402910113335 1614.719522446394 106.92777934670448 3061.0652905702591 1438.5165238082409 321.47957223653793 12.653397515416144 874.37182185053825 403.63629402220249
leaf_count=1140 68179 23793 56 27912 19975 4537 1670 54331 11698 10652 98708 1293 34116 22340 41880 7560 9052 617 105569 2510 20958 122 6579 478 12409 5864 1356 55 3731 1770
internal_value=-0.00216732 -0.000941042 -0.0179323 -0.00344687 -0.00614132 -0.0231132 -0.0286053 -0.0112339 -0.0388981 -0.0155827 -0.00269195 0.00207157 0.00320043 0.000220239 -0.00130362 -0.00675304 0.00414285 -0.00830799 0.00456818 0.00107288 0.00177939 0.00574215 -0.00320432 -0.0277401 0.00142695 0.000455157 0.00665461 0.0163071 0.00413347 -0.00402856
internal_weight=146441 135872 10568.8 84652.6 48797.9 8394.65 6284.81 19705.3 3510.33 2774.48 29092.6 2174.14 51219.7 35854.7 15845.2 2109.84 35496.3 665.938 31825.6 15723.4 13494.4 311.882 2229.02 120.188 20009.5 3670.63 1508.2 312.347 1195.85 545.75
internal_count=600910 554175 46735 345734 200926 37379 28557 82243 16235 12322 118683 9356 208441 144808 64220 8822 144278 2921 129362 64163 55074 1262 9089 534 80588 14916 6435 1348 5087 2387

Tree=106
num_cat=0
split_feature=48 18 48 47 28 6 50 6 28 23 28 0 9 28 17 6 4 12 6 17 49 16 17 18 3 16 51 49 26 19
split_gain=911.22 305.587 215.299 164.127 112.91 254.773 108.293 62.5931 83.8225 58.8751 54.7284 73.3873 53.4235 55.4135 109.765 50.2114 45.4106 41.7864 30.5266 29.8073 27.4871 24.3015 23.6729 16.1061 14.1756 14.0733 13.3437 12.9726 10.8158 10.633
threshold=-1.4635246396064756 -0.020845691673457619 -0.33299300819635386 -0.57347567379474629 -0.0056260058190673581 -0.0032315268181264396 -0.1013781502842903 -0.0032315385760739441 -0.0043148747645318499 -0.0014371092547662554 0.01025249343365431 -0.0022947916295379396 0.10258817300200464 -0.064750533550977693 -0.93323016166687001 -0.0032315268181264396 -0.0043542191851884118 -0.2887094765901565 -0.0032315860735252495 -0.89186540246009816 1.6666814088821413 0.019996242597699169 -0.93323016166687001 -0.017260404303669926 -0.0064819867257028809 0.0084175541996955889 -0.32775485515594477 3.3662879467010502 -0.55041995644569386 0.026095388457179073
left_child=1 7 3 6 21 16 15 8 26 -8 11 -5 13 19 -15 -2 -6 -7 -10 -4 28 24 -12 -23 -3 -22 -1 29 -9 -14
right_child=2 4 12 10 5 17 9 20 18 -11 22 -13 27 14 -16 -17 -18 -19 -20 -21 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016138630437202407 -0.018205186829636823 -0.0021223670423840442 0.019896430824130923 -0.00027439282623598261 -0.031241784121069729 -0.033711140120233324 -0.008122646492377655 -0.018600162516687793 -0.057459993090609 0.001562758935744717 -0.018721500889723491 -0.0066506835207436141 0.0036963653482513306 -0.019730354936831337 -0.00046840309626597424 -0.0078824692735544825 -0.017961305253480258 -0.0031809206624691649 -0.03976818814494601 0.002755323740787343 -0.016446461731849306 0.022275548464680123 0.0030187732987866887 0.0021661398775207306 -0.013024854662692327 0.028296713999500591 0.019326035451158068 -0.023424453817139406 -0.03469330166902871 -0.00052319794748159132
leaf_weight=222.19577495753765 3622.5683545768261 1051.9647994190454 291.90274019539356 11577.547663584352 2010.8626104593277 132.03227831423283 5211.6344936490059 354.8614237010479 366.78984086215496 2664.2357231974602 143.91157944500446 9021.0755874067545 15321.564445510507 841.82203666865826 64826.780097708106 2085.7126302421093 1129.4707666188478 2724.4072155058384 1082.4652362763882 11996.165286406875 34.361138120293617 144.00355587899685 6290.9815253466368 501.48429875075817 491.52211032807827 46.42817211151123 34.417424783110619 51.427307292819023 175.23807181417942 1883.7844266146421
leaf_count=931 15297 4354 1267 47048 8883 634 21621 1635 1880 11153 645 37521 61743 3710 263603 8836 5063 11955 5250 48184 161 606 25756 2123 2070 209 144 207 837 7584
internal_value=-0.00205454 -0.0170953 -0.000891582 -0.00412222 -0.0122857 -0.0160464 -0.00887496 -0.0340889 -0.0393021 -0.00484628 -0.00173401 -0.00306686 0.000486596 -0.000104075 -0.000715327 -0.0144334 -0.0264652 -0.00459211 -0.0442458 0.00316251 -0.0195312 -0.00198294 0.00253257 0.0066524 -0.00559426 0.00926664 -0.011382 0.00315493 -0.0239202 0.00323437
internal_weight=146334 10502.5 135831 40617.7 8185.75 5996.77 13584.2 2316.76 1705.87 7875.87 27033.5 20598.6 95213.4 77956.7 65668.6 5708.28 3140.33 2856.44 1449.26 12288.1 610.889 2188.97 6434.89 645.488 1543.49 80.7893 256.613 17256.8 530.099 17205.3
internal_count=600910 46735 554175 167877 35688 26535 56907 11047 8205 32774 110970 84569 386298 316764 267313 24133 13946 12589 7130 49451 2842 9153 26401 2729 6424 370 1075 69534 2472 69327

Tree=107
num_cat=0
split_feature=48 7 7 7 48 28 6 6 6 7 7 23 7 33 7 16 5 16 23 29 33 7 18 9 14 55 16 16 17 9
split_gain=823.599 443.44 335.404 287.585 247.094 231.185 260.217 114.867 71.7451 38.9 36.8871 32.0852 31.0923 29.1721 25.7694 47.4351 20.4277 20.0532 20.2711 19.4088 17.1633 17.1262 15.0101 14.2276 13.5161 12.1739 11.7726 14.894 10.8665 10.4722
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.33299300819635386 -0.0043148747645318499 -0.0032315332209691401 -0.0032316836295649405 -0.0032315653515979643 -0.073660593479871736 -0.046120736747980111 -0.0014371092547662554 0.0066762119531631478 -0.17661672830581662 0.012592711020261051 0.0077972477301955232 -1.2538570165634153 0.009721347130835058 -0.065855942666530595 -0.23616221547126767 -0.38896885514259333 -0.066814437508583055 -0.021169413812458512 -0.022330764681100842 -0.014297063928097485 1.1584081649780276 0.037072572857141502 0.013158256188035013 -0.52012807130813588 -0.0087192403152585012
left_child=2 3 5 9 7 21 8 -5 -7 25 -8 -6 20 14 15 -3 -11 22 -19 -16 24 23 -15 -1 -4 -2 27 -14 -23 -28
right_child=1 13 12 4 11 6 10 -9 -10 16 -12 -13 26 17 19 -17 -18 18 -20 -21 -22 28 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0037302399406553772 0.00057211858890096558 0.0071153004877308815 0.024775137899302357 -0.0053846212522496058 -0.0045938402114873633 -0.04899867259730295 -3.6523045721867674e-05 -0.014604533302973084 -0.031535820570444052 -0.0057607805400854062 -0.016872202745179556 -0.00048008098603430382 -0.0029747126636255118 0.050952432957132407 0.0077817640878820125 -0.0019680176718464147 -0.0012861027752704836 -0.0085101247223401573 0.00071816028749992602 0.0038259392773741627 -0.003349304620267687 -0.0021371878563062885 0.0049939884134880047 0.019236251999497377 -0.031989670604130528 0.0039592044916063303 -0.004136861217296524 0.022788034585560099 -0.010917707969687438 0.0070549323250636972
leaf_weight=191.76729413866997 21426.084151849151 2353.4936063885689 13.27111531794071 5770.5575828701258 13182.648750945926 896.56978343427181 434.09096010029316 11091.084765732288 2513.8130774796009 3645.6921338587999 2315.7724889963865 8935.6866740435362 87.456828311085701 20.119696244597435 4021.6109176725149 5146.4545594751835 13396.688418075442 702.09618625044823 14028.532378748059 26060.909740522504 543.69992114603519 590.88763225078583 2547.3065160512924 125.26218883693218 105.05466525256634 3462.464071944356 321.01346844434738 225.73094815015793 1199.8426598906517 874.95003631711006
leaf_count=774 86347 9620 56 23706 53650 4518 1817 46983 11698 14832 10505 36715 375 83 16403 21382 54439 2933 57239 105503 2387 2512 10402 509 478 13938 1356 973 5046 3731
internal_value=-0.00194751 -0.000844674 -0.0162931 -0.00333905 -0.00661625 -0.0211613 -0.0263454 -0.0114492 -0.0361267 -0.000292497 -0.0142145 -0.0029319 0.00224562 0.00283281 0.00366182 0.00088234 -0.00224332 0.00103169 0.000278319 0.00435478 -0.00733036 -0.00601024 0.00535414 0.0053441 -0.0256231 0.00104333 0.00644636 0.0155939 -0.0080204 0.0040509
internal_weight=146231 135791 10439.2 80910.9 38980 8268.01 6160.25 16861.6 3410.38 41930.9 2749.86 22118.3 2171.18 54880.5 37582.5 7499.95 17042.4 17298.1 14730.6 30082.5 662.026 2107.76 2567.43 317.029 118.326 24888.5 1509.15 313.188 1790.73 1195.96
internal_count=600910 554175 46735 330610 161054 37379 28538 70689 16216 169556 12322 90365 9356 223565 152908 31002 69271 70657 60172 121906 2921 8841 10485 1283 534 100285 6435 1348 7558 5087

Tree=108
num_cat=0
split_feature=7 18 7 47 23 18 7 0 7 28 7 5 34 5 51 21 0 17 9 15 28 17 19 29 34 55 5 18 51 47
split_gain=678.027 610.697 345.605 226.719 142.164 140.641 67.0876 50.8309 46.6824 42.8529 35.163 46.5076 33.129 25.8727 25.5655 20.7669 18.0537 17.7217 17.5952 17.5615 16.3695 56.9507 18.0601 15.7553 14.8294 13.6695 13.1344 11.7461 11.5226 11.2771
threshold=-0.0021867412142455574 -0.020845691673457619 -0.032731924206018441 -0.57347567379474629 -0.0014371092547662554 -0.021823927760124203 -0.029027817770838734 -0.058957213535904877 -0.061049358919262879 -0.0043148747645318499 0.0099725075997412222 1.0606365799903872 1.3778149485588076 -1.371869623661041 0.045366639271378524 -0.15731734037399289 -0.0010722504230216143 -0.39024449884891504 0.012639783788472416 0.018907603807747368 0.21344083547592166 -0.87360209226608265 -0.020294477231800553 -0.2127113342285156 1.3778149485588076 1.1584081649780276 0.76224437355995189 0.02516890782862902 2.5069785118103032 1.0000000180025095e-35
left_child=1 5 8 4 -4 12 29 -5 25 -8 11 18 15 -10 17 -1 24 27 26 -20 22 -22 -16 -19 -13 -3 -2 -12 -18 -7
right_child=10 2 3 7 -6 6 9 -9 13 -11 14 16 -14 -15 20 -17 28 23 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035778476193217501 0.0012120124279938937 0.00037943892405856817 -0.015489305824604931 0.0092407183001825995 -0.0040250911877842801 -0.0081320785582145449 -0.010341732180906315 -0.0046141753021349914 -0.0077643519170014063 -0.02618242419563175 0.0055013016702571294 -0.0081302257361225462 -0.052177355824476121 -0.0018234597108567263 0.006679831619065912 -0.006772535243967169 -0.003071063134624671 0.0053028053837916762 0.013981917491022237 0.0030798693841140078 -0.031384933247302682 -0.00011593895348285934 0.00085078214333054569 0.0020971293376601417 -0.022457457426559895 0.0037171876647186094 -0.0058178141595348195 -0.049135170012313031 0.064092580222312776 0.0063313256418088461
leaf_weight=835.50234431028366 4941.6528319865465 24703.423526808619 10994.782547265291 765.67383295297623 4198.8306858837605 409.98846352100372 654.97414241731167 26071.752294048667 2506.6233823001385 1792.7834127247334 14079.672748506069 685.23712077736855 369.98063957691193 11535.088055536151 1819.7639655470848 75.608821928501129 1197.732760772109 6065.7327037006617 539.21700869500637 1802.3819298446178 187.26282750070095 1295.6403834074736 8316.357645958662 14850.441279128194 288.31770539283752 4005.5083440393209 879.43685176968575 11.061649516224859 7.2184608578681937 240.11391545832157
leaf_count=4207 20332 99632 46880 3096 18020 1709 2705 107364 10284 8091 57309 2912 1974 46996 7467 354 5105 24668 2201 7386 855 5226 33819 60147 1253 16132 3730 46 30 980
internal_value=-0.00184612 -0.00473187 -0.003735 -0.00714773 -0.0123211 -0.0240323 -0.0179242 -0.00421889 -0.000379723 -0.0219438 0.00267044 -0.000125551 -0.0388026 -0.00288398 0.00329056 -0.0333714 -0.00700557 0.00400554 0.00171063 0.00559036 0.00113638 -0.00406463 0.00189729 0.00302678 -0.0123732 0.000845126 0.000149962 0.00545841 -0.00266871 -0.00279005
internal_weight=146128 89160.6 84781.7 42031 15193.6 4378.95 3097.86 26837.4 42750.6 2447.76 56967.1 10341.2 1281.09 14041.7 46625.9 911.111 2178.51 35006.9 8162.69 2341.6 11619 1482.9 10136.1 20916.2 973.555 28708.9 5821.09 14090.7 1204.95 650.102
internal_count=600910 368424 348404 175360 64900 20020 13485 110460 173044 10796 232486 42949 6535 57280 189537 4561 9300 142170 33649 9587 47367 6081 41286 84815 4165 115764 24062 57355 5135 2689

Tree=109
num_cat=0
split_feature=48 7 7 7 48 6 6 6 23 6 7 48 7 33 16 7 16 3 16 33 45 55 35 19 33 0 6 17 29 2
split_gain=693.587 352.801 286.465 228.099 215.613 205.238 233.425 102.243 74.0954 70.185 32.2407 30.7157 25.7979 24.9667 23.1635 20.9528 41.3106 18.7896 17.4739 19.8245 17.2809 17.0027 16.732 16.2712 15.8079 14.991 13.2795 10.5817 16.3252 9.08212
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.33299300819635386 -0.02541163936257362 -0.0032315432326868172 -0.0032315860735252495 -0.0012290789163671432 -0.0032315257703885432 -0.090241119265556322 0.79753869771957409 0.0066762119531631478 -0.17661672830581662 -0.080308098345994935 0.012592711020261051 0.011731403414160015 -0.0067052494268864385 0.019996242597699169 1.0071931481361391 -0.0014381838846020398 1.2007735371589663 0.83270695805549633 0.024288625456392769 -0.39956896007060999 0.006776712369173766 0.70399811863899242 -0.74705469608306874 -0.21749165654182431 -0.0040984407532960168
left_child=2 3 5 10 7 17 8 -5 -7 -8 25 -6 20 15 -12 16 -3 22 26 -20 -4 -17 -1 -19 -22 -2 -15 28 -14 -29
right_child=1 13 12 4 11 6 9 -9 -10 -11 14 -13 27 18 -16 21 -18 23 19 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0027390628670020851 0.0005036318246402216 0.0058130488512417545 0.0023854619877138393 -0.0047297002406575164 -0.0034237457659030482 -0.039982270327231055 -0.023777488648567491 -0.01342759921581242 0.014837399762886968 -0.0094635704794188216 -0.0041019134087790501 0.0015715344312788515 0.043327335366324521 0.0050378923403789607 -0.00040292375740131356 0.0043421875807724761 -0.0022878519004090377 -0.012637889385698318 0.00091833906110798901 -0.0043692962825865765 -0.045817733139508578 0.0001046100327525879 0.022341779248543789 0.032225544761041634 -0.01066036737640827 0.0040920641029636422 -0.0048207958907330031 -0.001591103952361179 0.0033729099521984367 0.007580650119375058
leaf_weight=1176.9786077439785 17455.955056875944 2855.3059894144535 313.22276616096497 5800.9070184528828 17801.072151169181 2140.322337448597 1919.7480723410845 10985.384802117944 71.574117615818977 1929.1931965947151 7525.5794697254896 4291.29128241539 52.11920054256916 3523.7364572584629 12918.914850860834 27156.292140036821 4644.6466236412525 815.71549245715141 10907.267417833209 2436.6816395074129 40.719801425933838 2948.4801310300827 79.78090812265873 23.358635380864143 305.06637352705002 4024.049178108573 430.70191983878613 445.36407825350761 64.002555385231972 950.56746935844421
leaf_count=4904 70245 11680 1372 23889 72859 10708 8733 46800 320 8796 30683 17506 223 14340 52361 109965 19322 3483 44484 9999 193 11941 336 99 1356 16267 1834 1877 277 4058
internal_value=-0.00174982 -0.000742185 -0.0149901 -0.00296972 -0.00589389 -0.019544 -0.0244878 -0.0104218 -0.0382084 -0.016603 -0.000258001 -0.00245345 0.00211912 0.00253617 -0.00176451 0.00330272 0.000796241 -0.00524734 0.000869784 -4.72135e-05 -0.00663212 0.00392716 -0.00114689 -0.011389 -0.0148005 0.00117589 0.00396412 0.00593323 0.0213057 0.00465445
internal_weight=146034 135706 10327.7 80803.2 38878.7 8156.67 6060.84 16786.3 2211.9 3848.94 41924.5 22092.4 2171.06 54903.1 20444.5 37604.7 7499.95 2095.83 17298.4 13343.9 659.009 30104.8 1256.76 839.074 345.786 21480 3954.44 1512.05 116.122 1395.93
internal_count=600910 554175 46735 330610 161054 37379 28557 70689 11028 17529 169556 90365 9356 223565 83044 152908 31002 8822 70657 54483 2921 121906 5240 3582 1549 86512 16174 6435 500 5935

Tree=110
num_cat=0
split_feature=48 7 7 8 48 18 9 1 7 8 9 34 55 1 23 21 7 18 46 19 4 14 27 18 7 21 8 16 35 1
split_gain=653.201 312.723 271.913 226.331 208.933 165.437 100.267 98.2789 83.4544 40.0967 36.9824 30.6841 26.2012 24.1774 20.0849 18.3937 17.1322 16.664 16.0868 13.7304 12.8703 11.8249 11.3496 10.3354 9.12195 10.4599 9.47162 15.7766 12.8517 9.20819
threshold=-1.4635246396064756 -0.0016673511709086595 1.0000000180025095e-35 -0.041814815253019326 -0.33299300819635386 -0.019988019950687882 -0.03196220472455024 -0.0037464592605829235 -0.046120736747980111 -0.011112355627119539 -0.081526711583137498 1.2206602096557619 0.906316637992859 -0.0038918899372220035 -0.027622920460999009 1.4956800341606142 0.0082902335561811941 -0.00039697796455584461 0.073190037161111846 -0.022229322232306 -0.019624133594334122 -0.44184967875480646 -8.7095701019279645e-05 0.15575260668992999 0.0066762119531631478 -0.17766647040843961 0.048634169623255737 0.037072572857141502 1.3052045702934267 -0.0049042194150388232
left_child=2 3 5 15 6 7 -5 13 21 -10 -6 -9 14 -1 22 17 -16 -2 19 -14 -20 -7 -3 -17 25 29 27 -26 -28 -4
right_child=1 12 24 4 10 8 -8 11 9 -11 -12 -13 18 -15 16 23 -18 -19 20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.012893031176178378 0.0012897693205082092 -0.00038800890144156502 0.0066442486766988577 0.0022749756095215832 0.002239068700510828 -0.019600832801298783 -0.010783699278936219 -0.030999972130309687 -0.018719297095626555 -0.0072289414015427314 -0.0031125148363097752 -0.045650445670027552 0.0065388357838370168 0.036807456245696341 0.00064709507212075857 -0.0090988815536519902 0.0036995310816561196 -0.0014707843515795425 0.063469717187348743 -6.2610330779876836e-05 -0.010936062484400766 0.0043781088623631144 -0.011078778247663386 0.015353560978900576 0.020309426594212889 0.011235068610373104 -0.0048042757592021944 0.0043334129817359747 0.010001996380882058 -0.014473551346371712
leaf_weight=581.1696070432663 25815.235697776079 1729.1295878440142 79.716481745243073 1829.1768891364336 4290.406802251935 62.736209899187088 17016.241667971015 1612.8571604192257 3716.4841667711735 1107.247142598033 23468.940205320716 534.70102527737617 971.9056873768568 28.859423741698265 6060.7925408035517 746.11554530262947 34945.841287612915 8060.212737724185 6.6302190274000159 9901.1487271636724 432.99201686680317 729.47181056439877 332.59696267545223 51.93489696085453 251.55094039440155 98.655950203537941 430.42702873051167 560.54309920966625 266.71082797646523 212.9068538993597
leaf_count=2553 104087 7027 345 7498 17340 256 71875 8011 16802 4982 96045 2876 4009 131 25061 3182 141749 32549 27 40295 1764 3013 1425 210 1090 428 1757 2481 1090 965
internal_value=-0.00169127 -0.000715453 -0.014576 -0.00279691 -0.00520929 -0.0186837 -0.0095162 -0.029315 -0.0134635 -0.0160818 -0.00228539 -0.0346477 0.00239551 -0.0105418 0.00299174 0.000445569 0.00324838 0.000632932 0.000125594 0.000527471 -0.0098139 0.00247918 -0.00211264 -0.00750758 0.00352232 -0.00368907 0.00539193 0.00928208 0.000860304 -0.00872064
internal_weight=145933 135659 10274 81278.3 46604.8 8373.53 18845.4 2757.59 5615.94 4823.73 27759.3 2147.56 54381 610.029 43068.4 34673.5 41006.6 33875.4 11312.7 10873.1 439.622 792.208 2061.73 798.05 1900.51 391.279 1509.23 812.094 697.138 292.623
internal_count=600923 554143 46780 332786 192758 38624 79373 13571 25053 21784 113385 10887 221357 2684 175262 140028 166810 136636 46095 44304 1791 3269 8452 3392 8156 1738 6418 3571 2847 1310

Tree=111
num_cat=0
split_feature=48 7 7 7 48 28 6 0 6 48 23 20 17 21 28 17 7 3 3 9 7 33 28 46 4 31 6 16 50 31
split_gain=590.098 280.561 247.93 202.985 192.154 185.995 206.955 71.2371 62.4841 57.7959 41.7443 26.0364 19.6907 25.5678 18.755 28.183 18.2924 17.8092 17.1535 13.3818 13.055 12.9969 13.6727 12.6346 15.9072 12.4009 10.1143 10.1602 9.87887 7.59383
threshold=-1.4635246396064756 -0.0016673511709086595 -0.0037489895476028319 -0.051284333691000931 -0.70983687043189991 -0.0043148747645318499 -0.0032315464923158284 -0.0037716251099482174 -0.0032315261196345087 0.42069473117589956 -0.0012290789163671432 0.018170196563005451 -0.44068811833858484 -0.051718803122639649 -0.09846006333827971 -0.93323016166687001 0.0066762119531631478 -0.0067052494268864385 -0.0062888159882277242 -0.0058194887824356547 0.017697945237159732 0.095794580876827254 0.0082381623797118681 -0.02531350031495094 -0.0056668194010853759 -1.2683526277542112 0.68938201665878307 0.19025792181491855 -0.1013781502842903 -1.1599007248878477
left_child=2 3 5 14 7 17 10 -5 -8 -6 -7 12 13 -3 25 -16 23 19 -19 -1 -14 22 -13 29 -25 -2 28 -28 -18 -4
right_child=1 11 16 4 9 6 8 -9 -10 -11 -12 21 20 -15 15 -17 26 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0048310311722412833 0.0073367953522297091 0.0046936967188784678 0.042230864237864728 -0.0040632993750536498 -0.0043717968693077506 -0.03909326739159788 -0.022556829636072768 -0.013251796260305622 -0.0094138704973083156 4.1553997155285162e-05 0.0057924484531408056 -0.0014554450902148626 -3.6626356419995749e-05 -0.0024119094918219077 -0.015066820238273245 0.00027006345083864237 -0.0013547290443147633 -0.019907052166033109 -0.0042845354357796519 0.0064860394894816192 0.0024804891347686409 -0.0045719842223478219 0.0055748496362153814 -0.019681550590888934 0.0020687426358053291 0.0018506077346830572 0.031471164717983877 -0.0072879728577668716 0.0076543546178827514 -0.025136060163627915
leaf_weight=776.92857967317104 1633.0612560808659 16189.814249292016 4.9273072332143775 3290.4538158625364 25452.660966843367 1800.6323490142822 2137.5939369052649 8473.7385868430138 1936.6973761618137 12393.762121006846 60.145354494452477 2476.4826274961233 7697.4694705456495 1559.4906774759293 341.03311885893345 25672.64301815629 580.68937288224697 331.82428304851055 487.42994895577431 471.67116087675095 23331.612188994884 2004.5503467172384 1132.3874250501394 117.79522705078125 476.65559411048889 3973.0589931607246 73.553242430090904 25.61373744904995 831.42733830213547 101.98891748487949
leaf_count=3232 6558 66000 21 13626 104737 9366 9952 36385 8899 50500 272 10051 31649 6617 1482 103502 2471 1413 2110 1988 94292 8173 4575 532 2125 15996 320 111 3516 452
internal_value=-0.00160309 -0.000677823 -0.013887 -0.00265039 -0.00476554 -0.0182285 -0.0229978 -0.0106818 -0.0163094 -0.00292653 -0.0376424 0.00226807 0.00266144 0.00406938 0.00066822 6.90005e-05 0.00181577 -0.00454004 -0.0106122 -0.000555893 0.00185606 -0.00115015 0.000750513 -0.00525806 -0.00224125 0.00344873 0.00509864 0.0214601 0.00394965 -0.0220314
internal_weight=145838 135622 10215.6 81230.4 49610.6 8002.92 5935.07 11764.2 4074.29 37846.4 1860.78 54391.8 48778.4 17749.3 31619.8 26013.7 2212.65 2067.85 819.254 1248.6 31029.1 5613.42 3608.87 701.367 594.451 5606.12 1511.28 99.167 1412.12 106.916
internal_count=600923 554143 46780 332786 205248 37232 28489 50011 18851 155237 9638 221357 198558 72617 127538 104984 9548 8743 3523 5220 125941 22799 14626 3130 2657 22554 6418 431 5987 473

Tree=112
num_cat=0
split_feature=48 7 7 28 6 48 8 8 6 17 6 28 34 20 55 17 7 21 6 34 11 46 4 8 34 5 6 12 8 50
split_gain=533.16 252.446 225.146 170.344 193.447 163.782 144.975 105.019 57.1096 41.4314 76.8706 31.3713 26.6001 23.1863 17.6796 18.4768 16.4053 14.4509 13.945 13.6722 13.2583 11.4394 14.3601 9.90148 12.0545 9.81631 9.00065 9.83836 9.08481 5.11364
threshold=-1.4635246396064756 0.0082902335561811941 -0.0037489895476028319 -0.0043148747645318499 -0.0032315464923158284 -0.33299300819635386 -0.051374502480030053 -0.0065470347180962554 -0.0032315261196345087 -0.93323016166687001 0.43063732981681829 0.01025249343365431 1.3685106635093691 0.016878103837370876 1.36149138212204 -0.44068811833858484 0.0066762119531631478 4.5086498260498056 -0.54611438512802113 1.3283812999725344 -0.96984368562698353 -0.02531350031495094 -0.0056668194010853759 -0.033271953463554375 0.48566484451293951 2.019058465957642 0.68938201665878307 1.3744235634803774 0.050966586917638786 -1.1358487010002134
left_child=2 5 3 17 12 6 18 -8 -6 10 -7 -11 -5 14 15 -3 21 20 -2 -16 -1 29 -23 24 -15 -25 27 -18 -28 -4
right_child=1 13 16 4 8 9 7 -9 -10 11 -12 -13 -14 23 19 -17 26 -19 -20 -21 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.00081753933802527752 0.0071457128568900114 0.0047962345178783408 0.01806824985659498 -0.031916122495535555 -0.021544400619789336 0.00054182511361694421 -0.0095440093742230735 -0.00097377132949579069 -0.0089440639022468869 -0.0012723313740383377 -0.033013933574624656 0.0014845973551931735 -0.045613666286216555 0.053764989342200802 -0.0018232557699396558 0.0023740750604845525 0.0030456067732339185 0.07843828018687872 0.00024366258822733025 0.0091264802178380785 -0.0079155341615914556 -0.018758081082823643 0.0019578253036934296 -0.00065565272059241078 0.0068677917090546568 -0.010191739702812922 0.032982072284321838 0.032009728923502082 0.00015837385993274414 -0.024471906244122061
leaf_weight=795.69990685582161 953.52563670277596 14144.616976574063 8.64052666723728 1241.4059057533741 2119.9177764356136 488.0873799175024 17423.049378991127 5219.5869897603989 1930.5609468519688 42983.628232464194 315.87560541927814 15876.344201877713 586.34365543723106 16.885656043887138 3084.8763756752014 23618.053340435028 1379.4409422725439 5.9121177047491065 5973.3811324387789 357.43239279091358 1264.0858630239964 117.06410150229931 476.95728881657124 4630.5615486949682 174.51700149476528 324.46831147372723 60.904074639081955 33.748238787055016 38.76013495028019 97.554776251316071
leaf_count=3326 3838 57634 39 6398 9952 2057 73552 21993 8899 174586 1509 64329 3240 68 12524 95603 5846 24 24201 1459 5393 532 2125 18770 702 1318 273 141 158 434
internal_value=-0.00151956 -0.000642178 -0.0132317 -0.0173966 -0.0219974 -0.00229043 -0.00551579 -0.0075684 -0.0155388 -0.00069193 -0.0126422 -0.000528703 -0.0363103 0.00253095 0.00294987 0.00328133 0.00171845 -0.00430444 0.00119377 -0.000686289 -0.00454193 -0.00498893 -0.00212467 -0.000823198 0.0110051 -0.0012801 0.00482293 0.0037373 0.0202167 -0.0210106
internal_weight=145742 135585 10157 7943.93 5878.23 89233.5 29569.5 22642.6 4050.48 59663.9 803.963 58860 1827.75 46351.4 41205 37762.7 2213.07 2065.7 6926.91 3442.31 2059.79 700.217 594.021 5146.43 191.403 4955.03 1512.85 1413.19 99.6642 106.195
internal_count=600923 554143 46780 37232 28489 366065 123584 95545 18851 242481 3566 238915 9638 188078 167220 153237 9548 8743 28039 13983 8719 3130 2657 20858 770 20088 6418 5987 431 473

Tree=113
num_cat=0
split_feature=18 7 7 47 28 29 1 6 7 5 20 7 5 20 20 7 34 21 8 35 35 46 1 16 8 28 7 14 3 4
split_gain=441.08 334.606 284.205 207.301 141.964 59.2254 40.8695 45.557 35.8036 26.1676 21.667 19.3037 26.3425 21.5645 16.8328 13.6372 11.8836 10.9185 10.4447 10.1937 9.91116 9.62573 9.02188 8.29914 8.23805 7.71638 7.58883 7.1783 5.65105 5.42332
threshold=-0.021510399878025051 -0.0021867412142455574 -0.032731924206018441 -0.57347567379474629 -0.0043148747645318499 -0.26523210108280176 -0.0037464592605829235 -0.003231550799682736 -0.057578392326831811 -1.371869623661041 0.018170196563005451 0.0082902335561811941 0.73679938912391674 -0.031279245391488068 0.006917511112987996 -0.0016673511709086595 1.3778149485588076 -0.18278360366821286 -0.033271953463554375 0.23892677575349811 1.0834277272224428 -0.0016617723158560691 -0.06823741644620894 -0.0082819834351539594 -0.0081568323075771314 -0.014341590460389851 -0.018724131397902962 -0.0055215824395418158 -0.0078178890980780107 -0.014337371103465555
left_child=6 2 8 4 -4 -5 20 16 14 -10 11 12 -3 -13 -2 17 24 -9 22 -20 26 -17 -12 -22 -8 -25 28 -28 -1 -18
right_child=1 10 3 5 -6 -7 7 15 9 -11 18 13 -14 -15 -16 21 29 -19 19 -21 23 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.051870956775308827 0.0015331350719858215 0.0023255444899416338 -0.0032701341427947574 -0.019998819358064183 -0.014120565396834105 -0.0030223765125471872 -0.036216591002378097 -0.026131473048692993 -0.0075213461888043679 -0.0013399240770967514 0.07319840942287846 0.0086184226871985244 -0.0038426241864584036 0.002602218570598073 -0.0015218924354569788 0.0047309900489551342 0.014682021207490001 -0.0017983440533493197 0.0019228228320644308 -0.0029850011564160552 -0.021370485930752824 -0.04098362968496963 0.0085127530670913755 -0.0018377715196176872 -0.007230650116012571 0.079824050168306432 -0.020790166561996542 0.04697267263182732 0.0018049540452226359 -0.048586477762486056
leaf_weight=7.4490590691566458 23577.457913950086 5308.2626249790192 4800.125160291791 589.89151957631111 11506.817380815744 26942.299894869328 415.91646060347557 689.51011388003826 2338.9601774960756 10835.410549491644 6.2354789972305289 1744.8985091298819 3069.5541366189718 40943.592999219894 6452.6426410526037 78.10338120162487 3.8535548746585837 56.006317719817162 1718.2161112725735 3858.1008035689592 5.7890073657035854 15.507067859172819 211.19149252772331 4.8021984696388254 29.495591908693314 10.05801564455032 77.295275747776031 4.6557701081037512 42.259959489107132 306.86083529889584
leaf_count=31 95095 21779 20005 2540 50977 111382 2346 3465 9653 44259 25 7198 13021 166223 26040 349 23 261 6986 15709 25 67 850 20 154 44 344 22 185 1845
internal_value=-0.00144033 -0.00111892 -0.0031845 -0.00619097 -0.0109266 -0.00338611 -0.0279069 -0.0304113 -0.000133865 -0.00243737 0.00204315 0.00239163 6.55849e-05 0.00284813 0.000876694 -0.0219093 -0.0398466 -0.0243035 -0.00102841 -0.00147277 -0.00167612 -0.00284188 0.0103678 0.0324628 -0.0342971 0.0534344 -0.00703038 -0.0169405 0.00930751 -0.0478018
internal_weight=145651 143904 87043.6 43839.1 16306.9 27532.2 1747.56 1595.25 43204.5 13174.4 56860.1 51066.3 8377.82 42688.5 30030.1 839.127 756.126 745.516 5793.74 5576.32 152.309 93.6104 217.427 20.6492 445.412 14.8602 131.66 81.951 49.709 310.714
internal_count=600923 591742 359951 184904 70982 113922 9181 8510 175047 53912 231791 208221 34800 173421 121135 4142 4368 3726 23570 22695 671 416 875 89 2500 64 582 366 216 1868

Tree=114
num_cat=0
split_feature=48 8 8 7 48 28 6 6 23 23 16 28 28 20 33 7 28 17 3 7 24 35 23 51 49 9 9 28 49 6
split_gain=449.149 202.403 195.479 191.728 156.638 148.295 178.935 79.8043 53.2877 35.4906 30.6205 35.0235 29.0648 27.776 23.8626 22.7249 20.3389 17.9777 16.0355 15.0082 14.181 14.375 13.1012 18.4205 13.3807 12.4308 12.0987 9.48016 8.91251 7.95748
threshold=-1.4635246396064756 -0.0017410112195648251 -0.029487061314284798 -0.0070066021289676419 -0.33299300819635386 -0.0043148747645318499 -0.0032315368298441167 -0.0032315860735252495 -0.0012290789163671432 -0.0014371092547662554 -0.011291932314634321 -0.09846006333827971 0.030286408029496673 -0.031093611381947991 0.095794580876827254 0.0066762119531631478 0.16918221861124041 -0.49451488256454462 -0.0067052494268864385 -0.081295151263475404 0.8456542193889619 1.1395542025566103 -0.0014371092547662554 -0.325318694114685 4.6126656532287607 -0.0058194887824356547 -0.056900374591350548 0.15544103831052783 5.632430076599122 0.68938201665878307
left_child=3 2 10 5 7 18 8 -4 -7 -6 11 -2 -8 22 17 20 -16 -15 25 -20 26 -22 23 -3 -24 -1 -5 -12 29 -17
right_child=1 13 4 15 9 6 12 -9 -10 -11 27 -13 -14 14 16 28 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0044455221171295052 0.0034975628922036032 -0.0017914987618168944 -0.0039500742823463577 0.083265097131381749 -0.0039679844202806661 -0.032492767502597365 -0.01323679247500115 -0.011983951261839508 0.01002531776824582 0.00043841326625805973 0.0053417678742628564 -0.0010146639034491448 0.0096288904224334608 0.0037864866489186037 0.00029782323343509733 0.0031489308727740699 -0.0064672971497247459 0.0014410542247559267 0.035602812381286743 -0.011377957126233202 -0.023619652930643355 -0.0010183772760880166 0.011786719502267845 0.0096282574001504851 -0.050599283849142952 0.0065587853800574041 -0.0021270844817693558 -0.00022085661688573847 0.070170807642881527 0.018614097595528834
leaf_weight=754.63642732799053 5637.2568974643946 791.52111741900444 5318.2400438934565 4.6901477873325339 12565.78161290288 2502.8790960907936 2748.4139118492603 10011.175950318575 85.633152350783348 8682.0821925103664 3778.6730295717716 33827.959868773818 165.5593052059412 13159.1155179739 6741.3594144135714 1409.3280455321074 1532.0206481516361 30358.059230744839 19.621058121323586 719.58167131245136 201.63426671922207 130.02303469181061 1186.1341757029295 795.56809262931347 9.7365899682044965 466.67297726869583 742.97050121426582 1114.4299709349871 5.7699149698019019 100.09614969789982
leaf_count=3144 22681 3247 22026 20 51296 13230 12783 43216 390 35781 15338 137263 724 53581 27607 5963 6315 123070 79 3116 932 626 4911 3265 41 1967 3351 4505 25 430
internal_value=-0.00136511 -0.000563062 -0.00224504 -0.0121715 -0.00511343 -0.0164861 -0.0209456 -0.00919676 -0.0310862 -0.00216749 0.000120188 -0.000370132 -0.0119377 0.00193141 0.00165424 0.000239419 -0.000954906 0.00215029 -0.00396975 -0.0101309 -0.00563762 -0.014759 0.00708953 0.00393294 0.0112788 -0.00024068 -0.00159141 0.00407485 0.00442581 0.00417449
internal_weight=145567 135509 80935.6 10057.5 36577.3 7463 5502.49 15329.4 2588.51 21247.9 44358.3 39465.2 2913.97 54573.5 51790.6 2594.51 8273.38 43517.2 1960.51 739.203 1079.32 331.657 2782.96 1587.09 1195.87 1221.31 747.661 4893.1 1515.19 1509.42
internal_count=600923 554143 332106 46780 152319 35433 27127 65242 13620 87077 179787 159944 13507 222037 210573 11347 33922 176651 8306 3195 4929 1558 11464 6512 4952 5111 3371 19843 6418 6393

Tree=115
num_cat=0
split_feature=26 8 48 12 23 6 6 1 6 34 20 33 28 21 17 26 6 8 15 45 28 23 50 19 8 33 17 4 17 29
split_gain=405.095 263.258 324.681 130.081 105.231 217.622 69.8142 68.8156 38.44 27.9202 25.3344 17.5125 17.8769 15.0741 15.0474 12.4306 11.6644 10.9197 11.6275 10.7449 9.11353 8.67784 8.5091 15.8419 8.19115 7.4559 5.41489 3.69348 3.57615 2.15126
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.27859839797019953 -0.0014371092547662554 -0.0032315860735252495 -0.0032315261196345087 -0.0037464592605829235 0.20335417240858081 1.2959081530570986 -0.030604086816310879 0.29839360713958746 0.16918221861124041 -0.15224581956863401 -0.57471990585327137 -1.5370751619338987 -0.003231556853279471 -0.020718261599540707 -0.089305073022842393 -0.0036273403093218799 0.88550505042076122 -0.0050554559566080562 1.0621929764747622 -0.019958060234785076 -0.0081568323075771314 -0.36995981633663172 -0.37229315936565394 -0.010772887151688336 2.7332909107208256 -0.14856473356485364
left_child=9 2 3 7 5 -4 -5 -2 -6 13 15 14 -13 17 -12 25 27 18 -1 29 -17 -21 26 -24 -19 -3 -18 -11 -29 -15
right_child=1 10 4 6 8 -7 -8 -9 -10 16 11 12 -14 19 -16 20 22 24 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.041807734550320073 -0.0094968444807770058 0.055302208136049399 -0.00066124643096356539 -0.010938290879629171 0.0046386686081110106 -0.0086835875896906292 -0.0019404027077942747 -0.027431381685594631 -1.109727929605424e-05 -0.0012413912853245777 0.003871058500593081 0.00040107719240821242 -0.0067387685954253358 -0.027358991812486917 0.0014605331245956385 0.0059295213449457838 -0.048176405533468844 -0.035171610231195173 -0.011896878248990602 -0.043758078072131133 -0.019736653603798525 0.013746022787243418 -0.042112359382878502 0.053097240810569775 -0.017824747857821743 0.0012419724467571606 -0.022972390374034889 -0.053242364644569377 -0.0048634705199436471 -0.078449067019770391
leaf_weight=46.773879081010818 936.84877535700798 22.719188168644905 31421.16531303525 6964.6031533479691 6186.9210512191057 13613.859917327762 3713.8762273639441 1676.312000721693 25908.234938785434 4.0503422021865836 9218.6175867468119 4687.3750657737255 1247.1651871651411 4.1813146620988846 34489.582492694259 4010.0330276936293 55.504399001598358 492.88234919309616 166.32736904919147 8.6201599240303022 39.241481840610504 50.897510901093483 10.897434994578363 8.9333192408084852 90.504027485847473 10.468348532915114 42.110507220029831 221.42571631073952 4.3768000751733771 5.1871306598186475
leaf_count=238 4158 97 127306 30684 25118 56550 16364 8093 106558 25 37599 19217 5148 20 139930 16508 303 2817 874 43 165 252 59 48 451 43 225 1424 29 24
internal_value=-0.00126285 -0.00100622 -0.00275211 -0.0104026 -0.00143372 -0.00308636 -0.00780891 -0.0210016 0.000885229 -0.0317673 0.00193219 0.00160214 -0.00109939 -0.0266727 0.00196894 0.00594556 -0.0444618 -0.0287298 -0.0184621 -0.00288716 0.00568079 0.0054175 -0.0308735 0.000777474 -0.0324805 0.03825 -0.0373035 -0.0514048 -0.0523046 -0.0556466
internal_weight=145360 144147 90421.8 13291.6 77130.2 45035 10678.5 2613.16 32095.2 1212.67 53725.2 49642.7 5934.54 865.374 43708.2 4082.46 347.299 796.488 213.101 68.8861 4049.27 59.5177 117.446 19.8308 583.386 33.1875 97.6149 229.853 225.803 9.36845
internal_count=600370 593538 374831 59299 315532 183856 47048 12251 131676 6832 218707 201894 24365 4719 177529 16813 2113 4380 1112 339 16673 295 635 107 3268 140 528 1478 1453 44

Tree=116
num_cat=0
split_feature=26 8 48 8 23 23 1 34 29 28 28 33 51 21 17 33 8 28 8 15 45 19 23 8 9 50 9 9 4 8
split_gain=370.603 236.24 292.633 105.618 94.4286 199.269 92.6664 26.8283 22.724 22.5762 16.9655 15.4989 14.7647 13.9464 13.0688 10.9978 12.1172 11.1491 10.2718 10.786 9.83907 9.54432 7.87389 7.75381 6.57203 8.96565 5.12286 4.20681 2.71809 2.11871
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.040827110409736626 -0.0014371092547662554 -0.001615132321603596 -0.0037464592605829235 1.2959081530570986 -0.22508868575096128 -0.0039792077150195828 0.0029381527565419678 0.29839360713958746 0.06751380488276483 -0.15224581956863401 -0.57471990585327137 -0.30801409482955927 0.14839097112417224 0.005382420029491187 -0.020718261599540707 -0.089305073022842393 -0.0036273403093218799 -0.023603112436830994 -0.0050554559566080562 -0.0081568323075771314 0.0011920230463147166 0.31920562684535986 -0.0064173906575888387 -0.0058194887824356547 -0.0073662663344293824 -0.0038057328201830383
left_child=7 2 3 10 5 -4 -5 13 15 -6 -2 14 -13 18 -10 17 -17 -3 19 -1 -15 27 -22 -20 26 -26 -23 28 -9 -29
right_child=1 8 4 6 9 -7 -8 21 11 -11 -12 12 -14 20 -16 16 -18 -19 23 -21 22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.040373242597591147 -0.0025748555074092978 0.0035694284114365844 -0.00071804439134950872 -0.0059298887834458155 0.0050651934685261432 -0.0085606101457977816 -0.016025668727818142 0.0025749496735913775 0.0035072045969968121 0.00037082669536527642 0.0074726226723881902 0.0042766974970841745 -0.0032550909898089227 -0.053835873864694156 0.0011074496855973874 0.0032713469619652905 -0.0037349312933224357 0.0079632744325722413 -0.033967279594451311 -0.011332208169196634 -0.042260749241980693 -0.0095644988425359536 0.012943074949113773 -0.017011005423623587 -0.02968541652939588 0.023806549501034543 -0.046507499735954694 -0.055229004428341208 -0.045944921115083533 -0.013130158886135272
leaf_weight=45.892805561423302 1820.470830142498 4148.9422482252121 32350.569064155221 4149.5584019571543 3195.9402864873409 12663.00186008215 6641.1067007035017 6.1563612371683121 8091.4609134346247 28901.422766387463 637.33552527427673 922.7303803563118 3520.4739079326391 9.1765932738780958 30043.291925564408 3478.9725428968668 865.9891891926527 2663.6315481215715 483.56437274813652 165.38679943978786 8.4569848626852018 11.907189369201658 51.182094931602478 89.826026737689972 50.773537077009678 10.647153854370115 92.089389868080616 156.46103289723396 6.8538934886455518 3.4316645562648764
leaf_count=238 7495 16958 131367 18188 13075 52489 30959 39 32979 118601 2657 3768 14455 44 121854 14243 3527 10923 2817 874 43 65 252 451 289 59 586 1018 40 17
internal_value=-0.00119686 -0.000953416 -0.00260832 -0.00988487 -0.00135813 -0.00292428 -0.0121433 -0.0306302 0.0018294 0.000838246 3.05633e-05 0.00127147 -0.00169095 -0.0256236 0.00161663 0.0039585 0.00187493 0.00528737 -0.02763 -0.0176403 -0.0027461 -0.0432602 0.00511502 -0.0313109 -0.034159 -0.0204127 -0.0422777 -0.0519673 -0.0229857 -0.0543255
internal_weight=145287 144095 90359.4 13248.5 77110.9 45013.6 10790.7 1191.81 53735.5 32097.4 2457.81 42578 4443.2 853.486 38134.8 11157.5 4344.96 6812.57 784.67 211.28 68.8157 338.32 59.6391 573.39 165.417 61.4207 103.997 172.903 13.0103 159.893
internal_count=600370 593538 374831 59299 315532 183856 49147 6832 218707 131676 10152 173056 18223 4719 154833 45651 17770 27881 4380 1112 339 2113 295 3268 999 348 651 1114 79 1035

Tree=117
num_cat=0
split_feature=26 7 48 12 34 1 6 23 6 6 29 34 17 55 43 28 27 17 9 19 33 49 5 23 17 5 17 9 46 9
split_gain=338.951 215.214 258.954 111.372 77.1241 69.1853 67.0983 62.2337 58.2436 26.5357 19.2627 15.0966 14.32 21.2749 11.7649 20.8997 10.7912 10.4382 9.5655 8.96932 9.61601 7.58937 7.43926 6.71936 9.04296 7.26175 6.17035 5.74584 3.42453 3.15694
threshold=-2.052433848381042 0.0059639648534357556 -1.0866807401180265 -0.27197718620300287 1.3853752017021181 -0.0037464592605829235 -0.0032315314747393127 -0.0014371092547662554 -0.0032315261196345087 -0.003231550799682736 -0.22277338802814481 1.3778149485588076 -0.018579748459160324 1.36149138212204 2.1735465526580815 0.12633614242076877 -0.020038948394358155 -0.39024449884891504 -0.010557583067566155 -0.01335437363013625 -0.23633620142936704 2.6864454746246342 -0.90138888359069813 -5.102741488371975e-05 1.003887474536896 0.69855281710624706 -0.3485866487026214 -0.0058194887824356547 -0.0063570325728505841 0.0011920230463147166
left_child=9 2 3 5 7 -2 -6 -4 -5 11 14 23 13 -12 18 -16 -14 21 -3 20 -19 22 -11 25 -25 -1 -21 28 -13 -29
right_child=1 10 4 8 6 -7 -8 -9 -10 17 12 27 16 -15 15 -17 -18 19 -20 26 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.035069054103526238 -0.0075445238231278567 0.0027200485978664912 -0.002194270691653019 -0.0094048902302919634 -0.028607930186373309 -0.024005119454280896 -0.0060830968795824638 0.00084637287999963389 -0.0012266912194858913 -0.014842582660091983 0.0024847089735371758 -0.05578615638848422 0.0044921477047269003 -0.0038826379991911274 0.0035716104283036298 -0.0092520798000327274 -0.00056755515147136526 -0.013423415359526297 0.006283222003750916 0.030163685200857507 0.017649309768398774 0.041567020603374659 -0.033444239353486692 0.033600707044598742 -0.054740829001552464 -0.012928223180624606 -0.037568210222437913 -0.052544134387806481 -0.0035285864765734866 -0.035914392370891515
leaf_weight=286.96541066467762 1133.5581299364567 3696.7679469883442 46966.852085128427 6976.466428399086 482.77214606106281 1953.0387372225523 1611.5076947659254 31649.608483672142 3766.9751328974962 81.047623440623283 24541.218926414847 4.8940476477146175 1318.1376316398382 1568.2059840857983 1295.2845716178417 492.82755872607231 11640.529512152076 165.89371690154076 4950.3133001923561 4.0853540003299704 33.651037037372589 4.3767175674438468 236.96111753582954 9.9354928284883481 4.8406599313020697 48.667635262012482 50.237693816423416 188.80842570960522 12.569549873471258 38.626199766993523
leaf_count=1781 5026 14986 191752 30863 2094 9491 6760 129827 16642 436 99632 31 5318 6393 5316 2049 47152 874 20237 21 168 20 1259 46 23 295 252 1296 79 251
internal_value=-0.00113429 -0.000903363 -0.00238578 -0.00908666 -0.00123756 -0.0179599 -0.0112755 -0.000970161 -0.00653737 -0.0295268 0.00192774 -0.0373745 0.00138741 0.00210227 0.00395066 3.72303e-05 -5.28892e-05 -0.0214195 0.00475991 -0.0133812 -0.00818334 -0.0277494 -0.0287034 -0.0303186 0.00466007 -0.0318586 -0.0324744 -0.0474703 -0.0181734 -0.0497198
internal_weight=145216 144044 94540.8 13830 80710.7 3086.6 2094.28 78616.5 10743.4 1171.56 49503.3 595.307 39068.1 26109.4 10435.2 1788.11 12958.7 576.253 8647.08 253.868 199.545 322.385 318.009 350.409 14.7762 335.633 54.323 244.898 17.4636 227.435
internal_count=600370 593538 392455 62022 330433 14517 8854 321579 47505 6832 201083 3802 158495 106025 42588 7365 52470 3030 35223 1315 1042 1715 1695 2145 69 2076 273 1657 110 1547

Tree=118
num_cat=0
split_feature=26 7 48 7 0 7 48 23 0 17 48 35 17 55 23 16 16 21 7 7 32 27 49 23 17 46 11 7 4 21
split_gain=309.907 193.281 258.023 124.323 98.3289 85.6685 63.4577 27.8294 64.9446 41.2105 24.3512 22.4755 21.5138 20.3224 18.9038 18.3083 15.5699 11.63 10.1952 9.27517 12.1153 7.41205 8.10429 7.03308 6.26933 8.86069 5.68812 5.48608 4.7058 2.65194
threshold=-2.052433848381042 -0.0074352615047246209 -1.0866807401180265 -0.03729774430394172 -0.0022947916295379396 -0.030189009383320805 -0.33299300819635386 -0.0014371092547662554 -0.0022947916295379396 -0.93323016166687001 -0.70983687043189991 1.4088905453681948 0.3333574384450913 1.36149138212204 -0.0014371092547662554 0.022415847517549995 -0.088100668042898164 -0.15224581956863401 -0.01220609527081251 -0.021914360113441941 -0.049073055386543267 -0.0018321766983717678 1.1001458764076235 -0.0050554559566080562 0.39558324217796331 -0.0025466523366048928 0.11937506869435312 -0.010846059303730725 -0.0082460702396929247 0.18011609464883807
left_child=11 2 3 16 -5 14 -7 8 9 -3 15 17 -10 -12 -4 -9 -2 19 21 20 -1 22 -13 29 28 -26 -25 -21 -20 -19
right_child=1 7 5 4 -6 6 -8 10 12 -11 13 18 -14 -15 -16 -17 -18 23 24 27 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.030495405283129082 -0.003129697182236893 0.021704086029726486 -0.00080731486142628464 -0.0039797991088797342 -0.016273113038309407 -0.00702083447462466 -0.0017040221382443696 0.013469681668657184 -0.0045940237156816086 0.0015757093804768972 0.0024001743989635451 -0.035505387832363275 0.0010970727413038566 -0.0029762337712185487 0.0014668969681072667 0.0045883714988525382 0.0050743024016704644 -0.073039993778626008 0.040158093716414281 -0.031395428586577859 -0.0026828652955658873 -0.052749468429857671 0.041910113870804407 0.015097478759015653 0.035583202763890424 -0.058347790084505094 -0.020273444314312317 -0.018243077835261422 -0.03457149464178589 -0.019947102199994682
leaf_weight=80.394864991307259 1648.0239569991827 289.13934300839901 24030.002201974392 2542.5506392121315 6500.1621087938547 9967.6087061613798 17163.926719397306 803.85169853270054 7736.3330610692501 24169.66578990221 22069.087869077921 27.311455570161346 2458.8808313012123 2168.9858168065548 17925.686826780438 3451.3746315687895 1072.8176757097244 4.6202559024095518 2.4325480014085761 498.74425630271435 97.170896172523499 162.26526442915201 4.4121317341923705 40.207469627261162 9.1229344904422742 4.0837738662958136 18.715749755501747 108.4582604020834 87.856931060552597 6.1741010844707489
leaf_count=423 6824 1242 97167 10874 30818 42111 70355 3427 32393 97882 89802 177 10165 8842 72664 14510 4462 24 14 3016 512 1129 29 199 55 23 91 570 537 33
internal_value=-0.00107495 -0.00085591 -0.00257195 -0.00982787 -0.0128166 -0.00133647 -0.00365732 0.00134122 0.000332329 0.00181366 0.00256826 -0.0284554 -0.00322145 0.00191906 0.000164349 0.00626613 0.000105109 -0.0240873 -0.0410021 -0.0259303 -0.0152753 -0.0481687 -0.0247384 -0.00334234 -0.0275693 0.00653789 0.00386263 -0.0290462 -0.0325582 -0.0426722
internal_weight=145150 143998 80850.8 11763.6 9042.71 69087.2 27131.5 63147.3 34654 24458.8 28493.3 1151.97 10195.2 24238.1 41955.7 4255.23 2720.84 854.486 297.485 784.768 177.566 193.989 31.7236 69.7176 103.496 13.2067 58.9232 607.203 90.2895 10.7944
internal_count=600370 593538 335275 52978 41692 282297 112466 258263 141682 99124 116581 6832 42558 98644 169831 17937 11286 4868 1964 4521 935 1335 206 347 629 78 290 3586 551 57

Tree=119
num_cat=0
split_feature=48 8 8 48 18 18 6 0 19 1 6 16 8 45 12 20 33 49 34 1 15 6 8 6 34 25 1 21 33 8
split_gain=283.818 145.826 140.525 129.155 83.2714 82.1525 39.4396 61.4023 30.0671 29.3189 35.8109 28.7635 35.5033 23.84 22.8497 18.9626 15.7275 14.5697 14.1671 13.5135 18.0451 13.3896 20.1257 12.9721 11.9664 11.8579 11.4276 10.9765 14.1369 9.14353
threshold=-1.8403685092926023 0.0065223043784499177 -0.029487061314284798 -0.33299300819635386 -0.021078436635434624 -0.020710278302431103 -0.0032315243734046812 -0.0027861737180501218 0.022570911794900898 -0.0037464592605829235 -0.003231550799682736 -0.1068240739405155 -0.093628708273172365 -0.0033340918598696585 -0.23113331198692319 -0.031008342280983921 0.29839360713958746 1.8932956457138064 1.315780818462372 -0.0038918899372220035 -0.009459671098738907 1.3395766615867617 -0.021402824670076367 -0.96880096197128285 1.2706093192100527 1.0921148061752322 -0.019631006754934784 -0.19559861719608304 -0.39253015816211695 0.31123521924018865
left_child=4 2 11 5 9 -4 7 18 -5 19 24 12 -2 -13 -9 27 25 -12 -6 20 -1 29 -23 -21 -11 -17 -18 -3 -29 -8
right_child=1 15 3 8 6 -7 21 14 -10 10 17 13 -14 -15 -16 16 26 -19 -20 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.019321275588474358 0.00049846152986688546 0.0098198614096523858 -0.017384924813790874 -0.002018092488850238 -0.003000730901410334 -0.0059429256433106261 0.0052361125552267355 -0.026782571027634212 0.0038647329286912702 -0.030999163464045444 -0.019918435267714349 0.004161131321207729 -0.0044025205907410863 0.00047529423012330471 -0.014023403396048635 0.0022623016836115211 -0.0071275507947782769 0.013023731678598533 0.058032198195509366 0.088983577056369972 -0.023468895208031772 0.0081981402243925337 -0.018528630806783068 -0.0032543794930378444 -0.045801187729469596 -0.00026757098358538226 -0.00015944065938467309 -0.015827796197973223 0.004477171806802638 -0.025353961814613822
leaf_weight=41.338499695062637 10588.241592600942 1230.9510708898306 1948.0536205172539 23159.079732999206 912.76528967916965 18521.424938201904 609.7812809497118 683.12850432097912 2727.9202255010605 407.8379403501749 360.06013694405556 6400.7316417694092 6830.3718381822109 21442.730713963509 932.38616000115871 34378.239179074764 762.32012294232845 42.125927790999413 10.809765577316282 8.2008322626352328 83.809549942612648 122.40032349526882 223.93687130510807 8.9649085551500303 245.92938202619553 6132.7121394872665 4979.6184185743332 105.1544094234705 1145.9807711541653 28.741308644413948
leaf_count=189 42627 5058 9151 94996 3931 79806 2754 3366 11181 2504 2014 25871 28067 87198 4550 139256 3084 209 46 35 403 592 1162 45 1735 24813 20488 433 4690 116
internal_value=-0.00101879 -0.000588799 -0.00183478 -0.00388581 -0.013799 -0.00703185 -0.00969492 -0.0131869 -0.00139817 -0.0258685 -0.028912 0.000265849 -0.00142336 0.0013226 -0.0194187 0.00175356 0.00151138 -0.016468 -0.00228639 -0.00328598 -0.00933458 -0.00069209 -0.00908302 0.0408118 -0.0365673 0.00187932 -0.00108455 0.00626657 0.0027706 0.00385919
internal_weight=145076 140354 91618.6 46356.5 4722.22 20469.5 3523.95 2539.09 25887 1198.27 1055.95 45262.1 17418.6 27843.5 1615.51 48735 46252.9 402.186 923.575 142.314 125.148 984.86 346.337 17.1657 653.767 40511 5741.94 2482.09 1251.14 638.523
internal_count=600370 576719 378897 195134 23651 88957 16517 11893 106177 7134 6462 183763 70694 113069 7916 197822 187641 2223 3977 672 592 4624 1754 80 4239 164069 23572 10181 5123 2870

Tree=120
num_cat=0
split_feature=26 8 48 12 8 48 7 13 16 34 5 20 21 17 7 1 17 13 29 48 49 8 26 45 49 7 9 48
split_gain=241.444 161.986 194.484 105.076 74.6191 82.9522 53.7973 51.3869 23.9704 21.7034 21.342 21.6128 17.3497 13.8278 13.7678 12.4421 11.8102 9.89787 9.70765 8.18315 11.9141 7.88361 6.38182 5.79346 5.80851 5.26375 4.45649 4.2988
threshold=-2.052433848381042 -0.0017410112195648251 -1.0866807401180265 -0.27859839797019953 -0.032610991969704621 1.0000000180025095e-35 -0.055896790698170655 -0.005369683261960744 -0.011291932314634321 1.3778149485588076 -1.6776834130287168 0.018170196563005451 -0.11369449272751807 -0.44068811833858484 -0.021544315852224823 -0.10619590803980826 2.7332909107208256 0.5344754457473756 -0.2024922966957092 -2.5940562486648555 2.9130595922470097 0.014203843660652639 0.7944268286228181 -0.002693103975616395 -1.9591461420059202 -0.011891830712556837 -0.00029073902987875039 -1.4635246396064756
left_child=9 2 3 7 8 -6 -5 -2 -4 12 14 13 19 -12 22 -16 21 -13 -18 26 -21 25 -3 27 -25 -11 -1 -14
right_child=1 10 4 6 5 -7 -8 -9 -10 16 11 17 23 -15 15 -17 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.036864872502341425 -0.0094886562066234716 -0.017113155434256462 -1.8374422527564918e-05 0.0026461537632926514 -0.0053259915014267833 -0.00013083096791920886 -0.0075837512275068126 -0.024783874123932053 0.0041324874713298257 -0.044816952333050698 0.0029419582375223709 -0.002880419198353162 -0.056520686562801487 0.001124670771836909 -0.013535401892576378 0.078426742861336954 -0.021993194186049187 0.0022973209180234236 0.11044169823310733 -0.021103196542258694 0.065090943425547831 0.039340082172078267 0.021353499945577038 -0.036554935112992626 0.019762626268617921 -0.029362853529804951 -0.00097034293508293894 0.0095872361799808903
leaf_weight=138.12120966613293 1113.2958260476589 14.693329244852064 35527.861633807421 1741.8107660263777 18652.515350058675 16072.742329761386 8445.7279741317034 1384.1124975979328 4390.9521016180515 202.76277392357588 18496.230060368776 4361.8692064732313 6.5181852877140045 32300.496920242906 5.2151581197977093 19.909203082323074 3.6938855871558189 1360.5720780938864 2.6847674921154967 599.34066869318485 4.5387106090784064 3.5519647151231757 69.044178798794746 5.7995794117450705 45.531905367970467 89.121366925537586 10.451187923550604 4.7961817085742933
leaf_count=917 5039 59 143752 7118 78283 65812 38336 7046 17774 1462 75758 17720 34 131239 21 81 26 5549 18 3427 23 16 278 31 226 563 65 22
internal_value=-0.000914582 -0.000724131 -0.00215578 -0.00822302 -0.00112471 -0.00292139 -0.0058347 -0.0179656 0.000438208 -0.0254614 0.00148368 0.00143852 -0.0209658 0.00178639 0.024928 0.0593378 -0.0376027 -0.00164936 0.0337485 -0.0231969 -0.0204554 -0.0391433 0.0146038 0.00583273 0.0133997 -0.0400983 -0.0343399 -0.0284974
internal_weight=145074 143957 87329 12684.9 74644.1 34725.3 10187.5 2497.41 39918.8 1116.91 56628 56519.2 815.098 50796.7 108.862 25.1244 301.815 5722.44 6.37865 752.452 603.879 295.436 83.7375 62.6459 51.3315 291.884 148.572 11.3144
internal_count=600695 593865 363160 57539 305621 144095 45454 12085 161526 6830 230705 230266 4745 206997 439 102 2085 23269 44 4432 3450 2041 337 313 257 2025 982 56

Tree=121
num_cat=0
split_feature=26 7 48 1 1 8 1 23 16 7 0 34 17 55 27 51 21 51 17 51 11 8 45 23 25 20 7 46
split_gain=220.346 147.095 188.766 102.502 94.3754 62.5738 65.6612 23.1508 21.9295 39.7664 29.8018 20.6939 20.1074 19.4148 17.6804 17.6435 15.8889 13.8723 10.877 7.74056 7.31838 7.25995 7.11586 10.0068 7.6811 6.53449 5.15431 2.59425
threshold=-2.052433848381042 -0.0070066021289676419 -1.0866807401180265 -0.0037464592605829235 -0.0024441148852929469 -0.032610991969704621 -0.0038918899372220035 -0.0008609870565123855 0.0065342993475496778 0.017697945237159732 -0.0021654567681252952 1.3778149485588076 -0.93323016166687001 -1.0610393285751341 -0.00025682221166789526 1.0000000180025095e-35 -0.15810293704271314 -0.32775485515594477 2.7332909107208256 -0.34438146650791163 0.43386015295982366 0.014203843660652639 0.0017224384355358782 -0.0045222442131489507 0.95733052492141735 -0.02474613860249519 -0.011891830712556837 -0.0038989939494058485
left_child=11 2 3 7 -5 12 -7 -2 13 10 -10 16 -4 17 -15 -11 19 -3 21 27 -20 26 24 -24 -18 -21 -13 -1
right_child=1 8 5 4 -6 6 -8 -9 9 15 -12 18 -14 14 -16 -17 22 -19 20 25 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.055302029687161289 -0.0041209034057417566 -0.0045738526038886845 -0.0099921619626045528 -0.019199178907208247 -0.0067051959752216115 -0.0005457860882305736 -0.0054087301879400876 0.0059320271547465926 -0.0036926992995343654 0.0024488101550074245 0.0010406810371440455 -0.043754849867481543 0.00045632386572378114 0.00064661506591439288 0.006078518555693288 -7.2760243405419465e-05 -0.01406150783456594 0.010764788332740589 -0.028814918682773909 -0.015680640409424872 0.083879910793444382 0.036778470634305366 -0.037649693300850169 0.052927529286855367 0.045775635434439181 -0.026145424005107023 -0.028300977438206427 -0.032503007373026506
leaf_weight=21.34636889398098 4191.0936636775732 187.68162266910076 524.55148547887802 3214.0411951243877 3601.0425660908222 16230.458437412977 15014.523260131478 760.19262158870697 7981.8460909575224 27689.086296871305 7024.7379018217325 196.83844309300184 37784.650504499674 4874.987468034029 2570.8871764540672 10848.51413834095 46.529108539223671 1409.3004425466061 3.0362783819437018 343.77173973619938 3.4669280126690865 3.596714735031127 4.4891172200441387 14.469712331891058 6.9226200878620139 327.08753597736359 87.606280267238617 40.844645380973816
leaf_count=142 18243 789 2323 15488 16493 66563 62872 3288 33321 111951 29571 1462 152711 19864 10570 44100 239 5718 22 2090 22 16 23 67 34 1873 563 277
internal_value=-0.000866749 -0.000686119 -0.00217265 -0.00838103 -0.0125974 -0.00112239 -0.00288263 -0.00257743 0.00124537 0.000837662 -0.00147695 -0.0244975 0.000313257 0.00365944 0.00252212 0.00173898 -0.0201016 0.00896215 -0.0365187 -0.0224411 0.0312639 -0.038049 0.00358304 0.0314804 -0.0063119 -0.0207829 -0.0389952 -0.0403285
internal_weight=145008 143908 81320.6 11766.4 6815.08 69554.2 31245 4951.29 62587 53544.2 15006.6 1100.01 38309.2 9042.86 7445.87 38537.6 805.461 1596.98 294.545 733.05 6.50321 288.041 72.4106 18.9588 53.4517 670.859 284.445 62.191
internal_count=600695 593865 337981 53512 31981 284469 129435 21531 255884 218943 62892 6830 155034 36941 30434 156051 4745 6507 2085 4382 44 2041 363 90 273 3963 2025 419

Tree=122
num_cat=0
split_feature=26 7 20 34 6 28 11 9 6 20 17 28 9 49 5 5 19 6 17 19 51 49 35 17 45 21 34
split_gain=200.986 132.202 140.497 94.5622 86.3309 80.9817 57.6552 33.4826 25.0111 16.2049 15.6593 19.1067 14.2789 11.7085 10.2588 9.54353 12.2838 11.67 9.01461 8.88113 8.45673 7.51888 6.88623 5.81124 5.80928 5.12422 4.84744
threshold=-2.052433848381042 0.0059639648534357556 -0.032058535143733018 1.3778149485588076 -0.0032315286807715888 -0.033404938876628869 -0.77263417840003956 0.018152810633182529 -0.0032315860735252495 0.018170196563005451 -0.027436724863946434 0.88550505042076122 -0.023831002414226529 3.1396738290786748 -1.1521240472793577 2.1832678318023686 0.024288625456392769 0.037525769323110587 -0.1681709140539169 -0.013861007057130335 -0.31070415675640101 3.0263667106628422 0.1867935508489609 3.7556935548782353 0.008219467010349037 -0.10573138669133185 1.1801237463951113
left_child=8 2 6 5 -5 -4 12 -8 14 10 11 -3 -2 -12 -1 17 -17 -11 21 20 -20 22 -10 25 -21 -16 -23
right_child=1 9 3 4 -6 -7 7 -9 18 15 13 -13 -14 -15 23 16 -18 -19 19 24 -22 26 -24 -25 -26 -27 -28
leaf_value=0.038434428856478998 0.011334245430430772 0.0028192930283054323 0.0023382308483043341 -0.023571243407849694 -0.0037971846767024349 -0.0018824879769676606 -0.01914886412734311 0.006883116042329095 -0.019140574674924998 -0.003009323795008114 0.0007684598478721169 -0.0073804920222225352 -0.0049606253222922517 -0.0090325947143274285 -0.045308276155032426 0.015870904428069633 -0.017293532801889375 0.0021524642341666845 -0.018561345701578559 -0.042854635055644075 0.0024813387071692681 0.06808739402285946 -0.030649308489341758 0.018529986868693785 -0.0010280231135902074 -0.0081898780009808693 -0.012647613735273447
leaf_weight=4.5659124478697768 196.77129566669464 28112.507946535945 15471.705986872315 1003.301938995719 1624.1828761845827 73104.93190357089 2084.0653662756085 148.69177284836769 354.49918369948864 2801.7483498454094 15365.144198924303 525.53057491779327 650.23375870287418 350.18313716351986 187.01372715830803 37.558569893240929 190.44845312833786 2193.5992540568113 96.91358345001936 35.922577731311321 120.16896912455559 4.0775558948516828 248.35733758658171 4.3734529390931121 12.598998501896856 11.0653865262866 4.2835647091269493
leaf_count=31 809 114264 62287 4706 6901 304408 9968 640 2106 11336 62228 2165 2860 1432 1436 153 775 8933 608 204 684 21 1554 29 68 65 24
internal_value=-0.000821396 -0.000650091 -0.00181514 -0.00143918 -0.0113479 -0.00114525 -0.0129488 -0.0174152 -0.0235591 0.00156557 0.0018944 0.00263212 -0.0011751 0.000550064 -0.0401286 -0.00122664 -0.0118305 -0.000742636 -0.019647 -0.0114948 -0.00691288 -0.0231895 -0.0238818 -0.0419005 -0.031994 -0.0432347 0.0267253
internal_weight=144944 143861 94283.9 91204.1 2627.48 88576.6 3079.76 2232.76 1083.84 49576.7 44353.4 28638 847.005 15715.3 207.018 5223.35 228.007 4995.35 876.822 265.604 217.083 611.218 602.857 202.453 48.5216 198.079 8.36112
internal_count=600695 593865 392579 378302 11607 366695 14277 10608 6830 201286 180089 116429 3669 63660 1561 21197 928 20269 5269 1564 1292 3705 3660 1530 272 1501 45

Tree=123
num_cat=0
split_feature=26 12 23 0 6 9 17 2 28 6 23 34 13 28 33 23 17 17 23 19 49 17 46 23 24 34 33
split_gain=183.221 123.93 96.7295 366.014 392.651 56.8924 40.0284 30.7262 41.8013 23.9364 21.4174 17.596 17.2302 15.8611 14.5622 15.7469 9.55353 8.34771 8.21064 10.9194 6.81941 6.68426 6.59016 5.50755 5.02566 4.19529 3.86032
threshold=-2.052433848381042 -0.29334390163421625 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 -0.01225137524306774 -0.93323016166687001 -0.0046504966448992482 0.01434131618589163 -0.0032315860735252495 -0.0004490460996748879 0.097564078867435469 0.36312682926654821 -0.61261567473411549 -0.38968080282211298 -0.0012290789163671432 -0.87360209226608265 -0.1681709140539169 0.0026908856816589837 -0.013861007057130335 3.0263667106628422 3.7556935548782353 -0.0014569736667908726 0.00098086497746408007 -2.6521877050399776 1.1801237463951113 -0.20766398310661313
left_child=9 5 3 6 -5 14 -3 11 -9 21 12 -7 -4 -12 16 -16 -2 20 19 -19 22 23 -11 24 -1 -22 -20
right_child=1 2 10 4 -6 7 -8 8 -10 17 13 -13 -14 -15 15 -17 -18 18 26 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.017057283337913363 0.062396908310857313 0.016465431989195606 0.0045704577503954281 -0.019400553470858464 -0.0033919031721588925 -0.011126563635809113 0.00070272098331793965 -0.022014518858829185 0.0045715681667458825 -0.026521717970992301 0.017567039298597317 0.0065393432216753764 -0.032322581509960056 0.0008746376254800337 0.0019295204653334442 0.025562256628515825 -0.0065961680755665915 -0.0078945651935167574 0.002965122208241697 -0.03679269433418119 0.062626164611434054 0.023144765882595449 -0.014258854674872059 0.018468376438810753 -0.043181347014400837 -0.012047692453779292 0.062574958909210707
leaf_weight=3.9724766165018073 5.7315474003553382 456.24120116233826 5680.3192509263754 5473.0926879048347 20144.020298808813 581.76762945950031 55798.625309959054 1457.326097689569 187.49749676883221 420.72628735750914 160.38456355035305 217.62244538962841 35.783337146043777 52919.509551569819 239.84035490453243 118.24461877346039 344.43968583643436 207.03882266581059 6.3870787918567657 44.650148086249828 4.1947809159755689 4.7312568947672835 174.01824405789375 4.3355538100004187 188.31068576127291 4.2592101320624352 5.8437703102827054
leaf_count=30 25 1968 23043 25168 83929 2662 226550 7106 845 2616 694 951 145 217837 985 487 1470 1251 29 258 21 31 1044 20 1480 24 26
internal_value=-0.000778361 -0.000615912 -0.000383005 -0.00156078 -0.00681215 -0.0110085 0.000830561 -0.0148412 -0.0189839 -0.0226447 0.00125702 -0.00631727 0.0043395 0.000925075 0.00221816 0.00973338 -0.0054669 -0.0188221 -0.0109604 -0.0130212 -0.0222618 -0.0391069 -0.0229337 -0.0406049 -0.0419368 0.0250047 0.0314461
internal_weight=144889 143820 140668 81872 25617.1 3152.47 56254.9 2444.21 1644.82 1068.47 58796 799.39 5716.1 53079.9 708.256 358.085 350.171 867.118 263.92 251.689 603.199 201.35 594.745 196.619 192.283 8.45399 12.2308
internal_count=600695 593865 579334 337615 109097 14531 228518 11564 7951 6830 241719 3613 23188 218531 2967 1472 1495 5269 1564 1509 3705 1561 3660 1530 1510 45 55

Tree=124
num_cat=0
split_feature=48 8 8 48 6 7 1 6 16 7 23 17 16 7 6 33 1 28 33 21 49 1 8 15 55 31 23 6 23 28
split_gain=169.369 92.2225 121.906 101.842 105.503 67.2206 81.0739 38.8984 25.6523 25.4989 24.0479 22.5741 22.3211 32.938 23.0392 19.8531 18.5911 17.1939 15.764 19.6297 16.9127 12.7462 13.6974 12.3354 12.2086 11.2376 10.7407 13.1969 10.5 10.3631
threshold=-1.8403685092926023 -0.0056424618232995263 -0.030076922848820683 1.0000000180025095e-35 -0.0032316836295649405 -0.0078469780273735506 -0.0037464592605829235 -0.0032315432326868172 -0.011291932314634321 -0.084363792091608034 -0.00115529348840937 -0.93323016166687001 0.020770533010363582 0.016659101471304897 -0.0032315278658643361 0.095794580876827254 -0.0038918899372220035 -0.0011960680130869148 -0.39956896007060999 -0.14420004189014432 0.76022452116012584 -0.00080784957390278567 -0.0073875426314771167 0.081362277269363417 -0.67081758379936207 -0.50283113121986378 -0.0048730424605309955 -0.0032315321732312437 -0.0055395124945789567 0.030286408029496673
left_child=5 2 8 4 -4 6 16 10 9 -2 -8 -5 18 14 -14 -15 17 -1 20 -20 -3 26 24 -24 -23 -10 28 -28 -7 -9
right_child=1 12 3 11 -6 21 7 29 25 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.005125728728408236 0.0010437574489236226 -0.00036513537621602621 -0.0011293330095498138 -0.020459057830300161 -0.0088228612756408916 0.007562126590911906 -0.026894806436450983 -0.01304097603397153 0.0096083096983257399 -0.0016428280558106927 0.015983511038079705 -7.4688228135520106e-06 -0.0052522110709615636 0.0017797406884963827 0.0001495403909288718 -0.0019770219468533304 0.059616029069343823 0.021096039712656854 0.0043032185345752809 0.00046897662238167497 -0.017250278801935068 -0.018099037581952158 0.021291908691937252 -0.00083874313138419495 0.067827778661402147 0.0027481953271431304 -0.012832780037351265 0.0030570535924515879 0.072118712221401482 0.016604266475738916
leaf_weight=1052.7446799725294 21501.288861364126 976.09037452936172 7702.9556772857904 153.38273946940899 14304.900513209403 104.81683692336082 1321.1080218404531 998.86179709434509 803.95538972318172 18429.640762999654 37.792182937264442 13067.499149829149 4173.0508687198162 28194.079997211695 4734.0451875180006 4595.4624593257904 13.316236570477484 75.2648054510355 11860.164942860603 5485.3173516243696 200.93182499706745 6.1404979228973415 104.66693112254143 218.31541538238525 19.067953646183014 4048.3238312900066 338.28578523546457 259.40383492410183 7.5896237790584555 34.25910472869873
leaf_count=4803 86647 4024 32044 697 63290 452 8075 5199 3269 75533 179 53478 17480 113937 19909 18761 63 343 48284 22412 854 29 475 974 92 16403 1645 1155 32 157
internal_value=-0.00073772 -0.000409749 -0.00158888 -0.00392137 -0.00613005 -0.0107541 -0.0142637 -0.0198093 0.000245977 -0.000196204 -0.0257023 -0.000244739 0.00115694 0.000476849 -0.00238123 0.00125323 -0.00264117 -0.00337612 0.00268791 0.00309068 -0.00324763 0.000963354 0.00926977 0.006333 0.046897 0.00388482 -0.00310964 -0.00593642 0.011921 -0.0120579
internal_weight=144823 140231 80011.9 35228.7 22007.9 4591.63 3533.35 2392.02 44783.2 39930.9 1358.9 13220.9 60219.1 41696.6 8907.1 32789.5 1141.33 1128.01 18522.5 17345.5 1177.02 1058.29 348.191 322.982 25.2085 4852.28 710.096 597.69 112.406 1033.12
internal_count=600695 577022 331361 149509 95334 23673 18819 13610 181852 162180 8254 54175 245661 170087 37389 132698 5209 5146 75574 70696 4878 4854 1570 1449 121 19672 3284 2800 484 5356

Tree=125
num_cat=0
split_feature=48 7 34 7 2 23 23 28 12 34 20 8 23 1 1 47 5 9 32 55 9 55 55 27 7 2 18 23 16 21
split_gain=179.118 98.4827 91.7405 76.1088 67.43 61.422 212.22 55.7338 32.5521 29.6831 24.3795 20.6452 16.8604 16.2318 25.4748 15.3016 14.0391 15.205 17.9616 15.2232 13.7557 13.7552 12.7348 12.4711 12.2729 11.6298 10.048 9.69142 9.39505 8.12409
threshold=-1.8403685092926023 0.0082902335561811941 1.3778149485588076 -0.010131627786904572 -0.0046504966448992482 -0.0014371092547662554 -0.0014412749442271886 -0.0041666210163384667 -0.27447815239429468 1.3853803277015688 -0.032342087477445595 -0.019755163230001923 -0.00036288684350438411 -0.0037464592605829235 -0.0038918899372220035 -1.9132293462753294 2.1832678318023686 -0.0090628797188401205 0.015747556462883953 0.88277241587638866 0.0083288517780601996 1.6028330326080324 -0.062092062085866921 -0.022699759341776368 0.022436938248574737 -0.013423729222267864 0.10451051965355874 -0.059369843453168862 0.13255124539136889 0.053079882636666305
left_child=3 2 5 4 13 6 -2 9 11 -4 -7 -6 -10 14 -1 -15 17 19 -19 -3 22 -9 27 -22 29 -25 -26 -5 -24 -18
right_child=1 16 7 20 8 10 -8 21 12 -11 -12 -13 -14 15 -16 -17 24 18 -20 -21 23 -23 28 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0024607221958635643 -9.0487050999876729e-05 0.0012121404864128109 -0.027209704559112625 0.13042089707941473 -0.010952179525816981 -0.011806964126902303 -0.0072695799286354237 -0.0027153833127806178 -0.018901393271071421 -0.011068186333748488 0.00074846085914476396 -0.033150434265655615 -0.0036083063942907692 -0.040570270359059392 0.094405860845453438 -0.010392979988942924 -0.028398080059538821 0.0064849894594567513 0.0020192503949715288 -0.0027950497241944084 -0.027866838681401777 -0.02482383261109607 -0.0057188550199084179 0.090661023344370706 -0.0011885630178109568 0.0099445068737247476 -0.022351314599938082 0.0025353690665217746 -0.024151253070272754 0.0084391258519091739
leaf_weight=862.81638860702515 38463.585935235023 15116.79030315578 632.97016017138958 1.6710828989744175 142.15526417642832 439.95245821774006 16540.223412565887 1402.4309887886047 977.18677047640085 647.25375477969646 34565.986694827676 683.7716506049037 255.43564933538437 54.312259405851364 7.6943265795707694 360.34392923116684 84.906239449977875 2816.4376241415739 24870.845307096839 3232.4864271581173 24.674855932593346 83.77181339263916 363.68998327106237 5.0882310420274726 1188.043460637331 344.56748704612255 66.551368966698647 425.65386694669724 98.771480329334736 20.970801532268524
leaf_count=3881 156965 61136 3128 7 801 2027 70680 5984 5504 2823 142784 4355 1258 289 34 1787 357 11473 100934 13086 106 364 1777 22 4818 1501 270 2080 473 88
internal_value=-0.000770875 -0.000432884 -0.00143699 -0.0110528 -0.0152409 -0.00114481 -0.00224932 -0.0109436 -0.0211878 -0.0190489 0.000590665 -0.0293298 -0.0157322 -0.00571542 -0.00160453 -0.0143456 0.00153258 0.00168939 0.00247352 0.000506217 2.53428e-05 -0.00396156 -0.00356064 0.00854926 -0.00377352 0.0111191 -0.00231116 0.00303547 -0.00965561 -0.0211018
internal_weight=144781 140173 92776.2 4607.83 3343.72 90009.7 55003.8 2766.43 2058.55 1280.22 35005.9 825.927 1232.62 1285.17 870.511 414.656 47397 46036.6 27687.3 18349.3 1264.12 1486.2 889.786 374.331 1360.47 349.656 1254.59 427.325 462.461 105.877
internal_count=600792 576917 384755 23875 17909 372456 227645 12299 11918 5951 144811 5156 6762 5991 3915 2076 192162 186629 112407 74222 5966 6348 4337 1629 5533 1523 5088 2087 2250 445

Tree=126
num_cat=0
split_feature=48 7 34 7 13 28 0 21 28 13 4 34 46 11 25 34 55 24 24 19 55 46 21 1 0 8 27 25 24 55
split_gain=161.818 88.3442 82.6902 69.5865 65.6714 57.0335 113.281 88.7785 50.6589 48.6958 42.2837 27.3476 24.6076 17.7747 14.2844 13.7459 12.4412 11.0567 12.6114 10.937 13.704 11.2527 10.3404 10.0036 10.9135 10.1555 9.82169 9.74857 9.12246 7.81183
threshold=-1.8403685092926023 0.0082902335561811941 1.3778149485588076 -0.0052213948220014563 -0.0039383406983688465 0.01025249343365431 -0.0022947916295379396 3.1711952686309819 -0.0041666210163384667 0.0038043688982725148 0.059470143169164665 1.3853803277015688 -0.0025466523366048928 -1.2489567995071409 1.1677186489105227 0.11467788740992547 1.6665683984756472 0.74740532040596019 0.65021258592605602 -0.021145408041775223 1.0000000180025095e-35 0.0039160647429525861 0.93284386396408092 0.11563876271247865 0.11203142255544664 -0.04287550970911979 -0.017275633290410038 0.17990657687187198 -0.44525890052318567 0.35174848139286047
left_child=3 2 5 4 13 6 -2 -7 11 12 -11 -4 -6 28 19 -15 -10 18 22 21 -21 -3 -5 25 -25 -16 -19 -28 -1 -20
right_child=1 14 8 17 9 7 -8 -9 16 10 -12 -13 -14 15 23 -17 -18 26 29 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00072202113718305939 4.8842785362507962e-05 0.0032241308262289632 -0.026061519888212266 0.0041118457171679616 -0.032305881881408705 0.0019390401860900181 -0.0042846536604109406 -0.018680630208403742 -0.0026540249970393275 -0.012440524425158609 0.10072869141449894 -0.010513358418294321 -0.014599167835157384 -0.012027320645367951 0.012461308275205049 0.00063861929463092187 -0.025126931213516484 -0.040548401551140159 0.019655243718673908 0.0024169751786596505 0.00026838360714328326 0.015281417087850729 0.060236093516981309 -0.032341923883544656 0.0018070074766023915 -0.0010427014551331118 0.0070717508615811718 -0.011720580758498675 0.017814794598037195 0.072435593375179408
leaf_weight=241.17008006572723 39333.185620084405 7781.0731979757547 626.02304551750422 529.78012013435364 810.35115397721529 20279.551541358232 29768.833119265735 604.00735364854336 1412.0807174295187 992.70679846405983 9.3614857494831067 645.34982678294182 302.86654129624367 880.01156260073185 160.81891958415508 331.29515554010868 72.763974249362946 20.567600518465042 22.589751206338406 17273.60828332603 16120.46505279839 223.67605148255825 9.3845704942941648 58.803706601262093 47.542172864079475 5735.6945050358772 148.65282695740461 162.0922084748745 107.95801323652267 12.094205304980276
leaf_count=1103 160101 31695 3128 2342 5436 82795 126784 2776 6030 5198 46 2823 1860 4133 646 1566 318 91 102 69907 65366 904 40 238 194 23212 691 735 478 54
internal_value=-0.000730527 -0.000410117 -0.00136146 -0.0105329 -0.0137744 -0.00108449 -0.00181801 0.00134267 -0.0104041 -0.019859 -0.0113833 -0.0181693 -0.0274885 -0.00552634 0.0014512 -0.00856316 -0.0037553 0.00263065 0.00708152 0.00180154 0.00137978 0.00356105 0.00508873 -0.00096496 -0.0170756 -0.000674399 -0.00507847 -0.00273079 0.00500997 0.0380596
internal_weight=144724 140143 92741.8 4580.88 3675.72 89985.6 69102 20883.6 2756.22 2115.29 1002.07 1271.37 1113.22 1560.43 47401.7 1211.31 1484.84 905.161 573.849 41398.8 33394.1 8004.75 539.165 6002.86 106.346 5896.51 331.313 310.745 349.128 34.684
internal_count=600792 576917 384755 23875 19820 372456 286885 85571 12299 12540 5244 5951 7296 7280 192162 5699 6348 4055 2538 167872 135273 32599 2382 24290 432 23858 1517 1426 1581 156

Tree=127
num_cat=0
split_feature=48 23 23 22 7 13 8 23 28 17 17 23 12 34 12 28 11 9 8 13 31 9 55 13 24 27 13 7 11 31
split_gain=146.179 82.6618 267.881 93.5353 64.3691 64.719 48.6376 45.1006 28.7589 68.16 30.8722 22.9357 20.3373 20.0462 19.1368 19.119 16.569 14.8035 14.8028 14.2126 13.832 13.6333 12.16 9.63422 9.28848 9.16133 11.8266 8.70227 8.5092 7.4345
threshold=-1.8403685092926023 -0.0014371092547662554 -0.001615132321603596 -0.62314492464065541 -0.010846059303730725 -0.0039383406983688465 -0.0032915415940806265 -0.00090582680422812689 -0.033404938876628869 -0.89186540246009816 -0.93323016166687001 -0.0004490460996748879 -0.30224545300006861 1.3409103155136111 -0.29334390163421625 0.01434131618589163 -1.2489567995071409 0.53420081734657299 -0.023326321505010125 0.32669353485107427 0.99821078777313244 0.0052383001893758782 -0.062092062085866921 0.020939441397786144 -0.64923611283302296 -0.022699759341776368 -0.34899047017097468 0.0024139742599800233 0.2885687798261643 -0.8187451660633086
left_child=4 2 8 6 5 16 -4 13 10 -10 -2 12 28 -7 15 -13 24 -16 -9 -14 -18 22 27 -5 -1 -23 -27 -6 -3 -24
right_child=1 11 3 23 21 7 -8 18 9 -11 -12 14 19 -15 17 -17 20 -19 -20 -21 -22 25 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028852434337941187 0.016697311585670942 -0.00076343695976893483 -0.010384444234177895 0.00047946171529783109 -0.0034026556835492945 -0.021595484860687932 -0.0040098350985631574 0.0091456513165386055 -0.013916504398460119 -0.00016055881386758031 0.0015568581639216616 -0.022683440280657951 0.0047715497104689579 -0.036361053570780268 0.00065267397093868285 0.0039008422517294635 -0.0071347700699989349 0.0048885930685202243 -0.012351074720095886 -0.02678685217626213 -0.030520040298914301 -0.02169417992268596 0.010702238053602627 -0.0036829420348691217 0.014754836766259796 0.10544035315719483 0.0083410560461264927 0.012408288996026275 -0.035829262575553286 -0.012209064275004743
leaf_weight=198.47162815928459 384.26350522041321 31.970980927348137 11462.616586878896 4204.8882020413876 265.45745548605919 1076.8753944039345 4757.6234311014414 137.11325344443321 1044.1443395465612 32677.685927465558 24397.200624853373 192.52066523581743 5978.757173165679 339.76281504333019 49848.544316038489 125.54799191653728 981.23918533325195 2430.5004457086325 261.7670262157917 40.356764733791351 76.593765780329704 28.882160440087318 43.960150115191936 2485.1642422825098 145.18481960892677 3.5531948357820502 422.1794416308403 154.8102530837059 49.591324746608734 418.74159156531096
leaf_count=905 1674 151 50232 17230 1392 6409 19807 660 4663 133691 98047 928 24320 2481 205081 544 4606 9759 1400 164 379 126 207 10373 650 15 1873 686 253 2086
internal_value=-0.000692305 -0.00038855 -0.00148163 -0.00633981 -0.0100366 -0.0140994 -0.00851468 -0.0207042 0.000420859 -0.00058649 0.00179163 0.00112755 0.00420374 -0.0251368 0.000770751 -0.0121901 -0.0055434 0.000849606 -0.00496167 0.00455996 -0.00882801 -0.000265257 -0.00410467 -0.00106675 0.00456718 0.0071918 0.00915145 0.00242148 -0.0220841 -0.0100323
internal_weight=144666 140111 81413.6 22910.3 4554.59 3217.01 16220.2 1815.52 58503.3 33721.8 24781.5 58697.8 6100.68 1416.64 52597.1 318.069 1401.49 52279 398.88 6019.11 1057.83 1337.58 882.969 6690.05 343.656 454.615 425.733 420.268 81.5623 462.702
internal_count=600792 576917 335717 97642 23875 17490 70039 10950 238075 138354 99721 241200 24888 8890 216312 1472 6540 214840 2060 24484 4985 6385 4371 27603 1555 2014 1888 2078 404 2293

Tree=128
num_cat=0
split_feature=48 8 28 6 8 8 0 6 13 6 29 17 29 17 28 55 25 17 4 5 28 17 28 25 9 46 46 34 35 8
split_gain=132.243 69.493 63.0182 89.3619 58.3677 53.6099 62.7957 78.723 35.3899 29.6433 17.2431 15.1881 14.0921 13.8924 22.3899 13.5899 13.1515 14.6308 11.5295 11.4765 11.4163 22.5709 18.3019 9.24626 9.01534 11.9324 9.10577 7.92268 10.5597 8.27224
threshold=-1.4635246396064756 0.0050200896803289661 -0.0048417916987091294 -0.0032315432326868172 0.011339744087308647 -0.060999499633908265 -0.035580003634095185 -0.0032315243734046812 -0.015517898835241793 -0.0032315243734046812 -0.2534888088703155 -0.75267344713211048 -0.21431481838226316 -0.86012724041938771 -0.35174761712551111 2.1941381692886357 -2.0959314107894893 -0.29819332063198084 -0.0055690801236778489 0.090219806879758849 0.066140651702880873 -0.89186540246009816 0.0015170393744483592 1.4383885860443117 -0.0087192403152585012 -0.040337566286325448 0.00029044352413620805 1.1161163449287417 0.66006135940551769 -0.076167911291122423
left_child=1 2 27 8 5 13 15 -8 -4 -5 16 12 18 14 -2 -7 -6 -18 -3 -15 22 -22 -12 -14 25 -13 -26 29 -29 -1
right_child=4 11 3 9 10 6 7 -9 -10 -11 20 24 23 19 -16 -17 17 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0069717103357511594 0.019797924026934897 -0.025136061089732643 -0.0063380331875140215 -0.01141564342603704 0.043102893049206663 0.0050831456106924036 -0.0040296233881016563 -0.00016640207550188031 -0.024416741670651051 -0.0021451700721173013 0.00082506505138138042 -0.025151834086480886 -0.0023589379083382173 0.00067917800715811807 -0.012483244737789893 0.024124893973412834 0.011271291821682527 0.0014581795888365086 0.048391397950848715 0.0040299063970216436 -0.015201355378506396 -5.0013664108023935e-05 0.0036051230545710079 0.067785080277404403 0.0042639862873609423 -0.00082454457788145338 0.06545401374130938 -0.066373848166978874 0.014441938241495825 -0.0030589342142791263
leaf_weight=268.46797321736813 70.367734804749489 6.7690254002809516 378.01045091450214 2007.2146059498191 27.144253790378571 2741.5618894398212 31937.166124671698 27639.987113758922 1556.775592289865 1872.9909162595868 24328.662619590759 65.501307293772697 58.196962833404541 24416.653114825487 424.11304749548435 109.4864260405302 782.88641753792763 938.26517623662949 52.086334735155106 3253.9882135093212 284.92163102328777 9006.3075301647186 9154.9007640182972 5.8054001927375785 1003.0503732860088 418.45400184392929 6.8781998902559272 4.705607295036315 130.30538867413998 1652.5982780307531
leaf_count=1088 338 29 1882 10027 112 11175 132950 115637 10028 9042 98415 275 252 98338 1825 443 3208 3823 221 13100 1295 36233 37202 25 4250 1774 29 22 584 7170
internal_value=-0.000656102 -0.00670454 -0.00876028 -0.0115802 -0.000231384 -0.00100362 -0.00186962 -0.00223734 -0.0208846 -0.00694075 0.00133993 0.00330375 0.0212166 0.000915861 -0.00788943 0.00581439 0.00649907 0.00592179 0.0399349 0.00107321 0.00112907 -0.000514639 0.00158517 0.00400355 0.00183059 -0.00411714 0.00468073 -0.000784978 0.0116252 -0.00165716
internal_weight=144604 9487.81 7871.07 5814.99 135116 90593.3 62428.2 59577.2 1934.79 3880.21 44523.1 1616.74 122.858 28165.1 494.481 2851.05 1748.3 1721.15 58.8554 27670.6 42774.8 9291.23 33483.6 64.0024 1493.88 483.955 1009.93 2056.08 135.011 1921.07
internal_count=600792 46698 39843 30979 554094 373806 260205 248587 11910 19069 180288 6855 527 113601 2163 11618 7143 7031 250 111438 173145 37528 135617 277 6328 2049 4279 8864 606 8258

Tree=129
num_cat=0
split_feature=18 7 48 3 3 7 0 28 28 6 16 7 0 34 24 2 20 51 16 2 37 6 7 7 31 6 47 24
split_gain=121.248 87.7474 100.685 67.3361 44.651 38.7423 53.1352 31.2518 21.4564 31.0961 19.3423 26.9839 21.303 13.9926 15.3248 14.686 12.7279 11.4974 10.9632 10.9464 10.0203 8.40338 7.10084 9.55963 6.71964 9.1903 6.49383 3.98357
threshold=-0.021510399878025051 -0.0074352615047246209 -1.0866807401180265 -0.0064819867257028809 -0.0062888159882277242 -0.071218971163034425 -0.027736733667552468 0.0029482590034604077 -0.0052126110531389705 -0.0032315860735252495 0.021589470095932487 0.016659101471304897 0.00075010897126048814 1.2706093192100527 1.1259797215461733 -0.0038416066672652955 -0.033402459695935242 -0.14273267239332196 -0.082837138324975954 -0.0034133367007598277 1.7141774892807009 -0.0032315407879650588 -0.024251784197986122 0.012592711020261051 0.73060604929924022 -2.2186844348907466 1.4361547231674197 -1.8082836866378782
left_child=8 2 3 7 -5 17 -7 -2 16 18 13 12 -12 15 -15 -3 24 -4 -10 -13 21 -11 26 -24 25 -1 -18 -20
right_child=1 10 5 4 -6 6 -8 -9 9 20 11 19 -14 14 -16 -17 22 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.096027842956385362 -0.0041535033890882965 0.0018581841476691958 0.0020708642929807208 -0.018500939963199087 -0.0075902286903390542 0.0049564737883111745 -0.0023074469737252128 0.0064027033020832985 0.037829052297772149 -0.018706754321626589 -0.0037975563230751666 -0.00010554252059320951 0.00090319030389865234 -0.00057463513648798085 -0.018561087716601116 0.0052625571122974935 0.054525583800339589 -0.00023009421422129969 0.0036364463603412484 0.0018809474834749738 0.075301997560837788 -0.0096675778429906097 -0.025906367033575524 0.04045101436500128 -0.0077700439024012873 0.027213092053812379 -0.021464588155748681 -0.039453283873351078
leaf_weight=7.5821838080883017 5240.9061478376389 11030.550041288137 11170.440385043621 1495.8493609726429 3563.7023503631353 3037.1799733042717 41215.701872974634 927.155662342906 5.4763789623975745 598.35751792043447 6489.1330717355013 12126.623374536633 4647.6099856346846 1502.0745005309582 145.99577896296978 5255.2443396151066 8.8245069384574872 13438.775272578001 6.2143919914960852 21799.021479725838 3.5132145583629599 558.60954616963863 40.501064613461494 7.1794057935476294 8.3847234696149808 19.399933233857158 4.9202054291963568 199.50252582132816
leaf_count=33 23252 44955 44846 7347 17101 12356 170535 4070 36 4102 27386 48965 19639 6249 636 21549 37 54330 47 88319 15 2944 174 29 37 84 20 1699
internal_value=-0.000621704 -0.000466204 -0.00163023 -0.00628413 -0.010816 -0.000871438 -0.00180891 -0.00256674 -0.0157735 -0.0174753 0.00101367 0.000427802 -0.00183583 0.00248579 -0.00216798 0.00295674 0.0083438 0.000814341 -0.0361814 0.00117088 -0.0140711 -0.0143424 -0.00623962 -0.0159147 0.0336723 0.0465506 0.0273233 -0.0381516
internal_weight=144554 143086 80089.7 11227.6 5059.55 68862.1 44252.9 6168.06 1468.47 1371.67 62996.3 45062.4 11136.7 17933.9 1648.07 16285.8 96.792 24609.2 211.193 33925.6 1160.48 1156.97 61.4252 47.6805 35.3668 26.9821 13.7447 205.717
internal_count=600792 591535 333837 51770 24448 282067 182891 27322 9257 8843 257698 184309 47025 73389 6885 66504 414 99176 1782 137284 7061 7046 260 203 154 117 57 1746

Tree=130
num_cat=0
split_feature=12 7 8 9 21 1 28 16 7 9 9 16 25 19 49 17 7 7 21 45 33 2 33 1 24 55 17 17 7 48
split_gain=103.753 71.4711 81.248 92.7156 91.1797 47.3717 43.777 21.885 36.9917 21.3238 21.5814 18.5527 18.5462 18.4213 17.1952 16.2325 15.7542 14.2616 13.7876 12.4942 12.4711 12.0155 11.1888 12.9685 13.1119 11.1427 10.473 8.56295 8.82139 8.46288
threshold=-0.29334390163421625 -0.0074352615047246209 -0.030076922848820683 -0.03196220472455024 -0.19559861719608304 -0.0037464592605829235 0.012184043880552055 -0.11039471998810767 -0.15514732152223584 -0.0052389253396540872 0.00028493769059423363 0.0065342993475496778 1.1282822489738467 -0.022777767851948735 0.53361032903194439 -0.93323016166687001 -0.028472605161368843 0.044175742194056518 -0.14488255232572553 0.005217514233663679 3.3180838823318486 -0.0042961786966770879 -0.32697629928588862 -0.0038918899372220035 -0.29281793534755701 -0.047167416661977761 -0.89186540246009816 0.74921885132789623 -0.0065563677344471208 -1.0866807401180265
left_child=5 2 7 13 -5 22 9 8 -2 16 -11 17 20 -4 25 -9 -7 18 -3 -19 -13 -16 23 26 -25 -8 -1 28 -24 -14
right_child=1 11 3 4 -6 6 14 15 -10 10 -12 12 29 -15 21 -17 -18 19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.037266884380818176 0.0012603721436298112 0.0060187892769987218 0.013253880778087229 -0.0066994926322874069 6.9618982223027139e-05 0.046841111348040997 0.010725326474748369 -0.0081700993931505678 -0.0036609897838825855 -0.027011411987017762 -0.013206616027570367 0.0011874340269566737 0.0035667511687070847 0.001162872194995051 0.11776505827030652 0.0013163445337802395 -0.010100196987378903 0.00019348314715240053 0.00065032454111215105 -0.022558898305346357 -0.0045589075441150647 0.025487855406556487 0.022799983578058246 -0.016472249160982298 0.02673902890265286 -0.011491215619454691 -0.0054924049959813506 0.044465297135543175 -0.01135163359988841 -0.0024260743097378841
leaf_weight=16.35760073363781 8232.1048220545053 4744.2555227726698 370.93116164207458 19331.572332672775 7863.3382684439421 14.021089687943457 119.60055461525917 516.87534241378307 8959.8290479630232 756.95629215985537 548.68876917660236 45480.008674107492 736.25269928574562 7733.4847049117088 4.3935153484344474 25678.699891924858 514.03437325358391 1935.2290864139795 1874.8841439932585 70.257480010390282 1086.2403798103333 40.520839042961597 47.016769334673882 26.938164681196213 73.668236345052719 134.98797066509724 984.29537186026573 21.950483128428459 38.75993150472641 6556.4050456285477
leaf_count=74 33115 19418 1513 85728 33341 61 515 2317 36850 4591 2753 186148 3149 31486 19 104272 2553 7825 7651 282 4504 184 193 118 325 601 4307 89 157 26672
internal_value=-0.000527118 -0.00030861 -0.00137129 -0.00325941 -0.00474222 -0.00975664 -0.0145069 0.000164858 -0.00130447 -0.0175753 -0.02121 0.00102964 0.000664183 0.00171627 0.00427966 0.00112916 -0.00858827 0.00331185 0.00449816 -0.000603593 0.00105339 0.0345144 -0.00137507 -0.00296975 0.0151689 -0.00105433 -0.00479342 0.0149269 0.00736789 -0.00182105
internal_weight=144513 141170 78686.8 35299.3 27194.9 3342.19 2133.2 43387.5 17191.9 1833.7 1305.65 62483.5 53858.9 8104.42 299.503 26195.6 528.055 8624.63 6619.14 2005.49 46566.2 44.9144 1208.99 1101.26 100.606 254.589 1000.65 107.727 85.7767 7292.66
internal_count=600811 584271 328622 152068 119069 16540 11277 176554 69965 9958 7344 255649 220473 32999 1319 106589 2614 35176 27069 8107 190652 203 5263 4824 443 1116 4381 439 350 29821

Tree=131
num_cat=0
split_feature=47 6 28 23 8 8 48 22 6 20 5 28 12 24 25 31 9 26 1 50 21 33 46 25 21 21 47 20 55 26
split_gain=105.958 86.7363 136.284 47.6727 46.78 53.5978 63.85 52.5184 32.3044 23.4582 19.3796 18.7946 18.5038 15.854 14.9494 13.0177 21.9028 12.6467 14.062 11.8739 11.1784 13.0909 10.7945 10.5728 9.64947 9.60362 9.47154 8.83675 16.0399 12.5219
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0050331091042608014 -0.00090582680422812689 -0.0017410112195648251 -0.028399574570357796 1.0000000180025095e-35 -0.63610380887985218 -0.0032315407879650588 0.055006312206387527 -0.19633144140243527 -0.091453064233064638 -0.27941538393497461 -2.8673740625381465 1.1282822489738467 0.57581380009651195 -0.052930634468793862 -0.25476805865764612 -0.0033263529185205694 -0.85913091897964466 -0.16444858908653257 -0.39183568954467768 -0.044374084100127213 1.2280569672584536 -0.16135535389184949 -0.0099808340892195684 -1.9132293462753294 -0.02146142907440662 -0.60413461923599232 1.8234561681747439
left_child=1 2 17 8 5 10 7 -7 -4 -8 11 -2 20 -14 -15 16 19 26 -19 -3 21 -6 -5 -18 -22 -12 -1 28 -17 -29
right_child=4 15 3 22 12 6 9 -9 -10 -11 25 -13 13 14 -16 27 23 18 -20 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0066182658733524215 0.0026773441182483134 -0.00042298583761471578 -0.020772210511500879 0.098080092585253645 0.0011338624829280279 -0.0058395717809378127 -0.00020022851518767 0.00015640675986207649 -0.011439357446082795 0.0079188819821335975 0.0030824839588024355 -0.00078879870963639506 0.024531389116780291 0.001265247332643395 -0.0014385592172821982 0.0069587538637086634 -0.0066007940605254112 -0.0075911218548590049 0.0029225737600037474 0.014183773670327755 -0.02190372029938429 0.01003030155909106 0.010065470182451125 0.0037106027401574157 0.0017181944146405347 -0.0013091726869441677 0.0035364258056385443 0.0042620753507794477 -0.0040633058305838609 0.030663143240348155
leaf_weight=305.54988957941532 5207.2169896662235 353.63564786314964 2029.1288009732962 4.0044477581977835 674.67359559237957 15392.796764567494 11988.778690129519 5594.8683414310217 2141.0807505548 1090.5322637557983 8696.9165765196085 28148.667871594429 79.886943086981773 42717.455489262938 6636.5534000098705 554.37456849217415 1936.1946943998337 1148.5598391294479 518.73709861934185 280.18647788465023 51.134421944618225 1492.216554671526 173.71051150560379 326.4135860055685 971.02667836844921 1666.7846924215555 1658.3458310067654 1457.8015022575855 1120.4557880535722 52.273299440741539
leaf_count=1255 20955 1447 12479 17 2803 67025 49162 23758 10295 4464 35306 114590 323 173637 26927 2332 8590 4796 2173 1154 208 6088 782 1423 4015 6844 6847 6105 4787 224
internal_value=-0.000499456 -0.00487074 -0.00850486 -0.0148349 -2.81539e-05 -0.000853786 -0.00242983 -0.00424117 -0.0159805 0.00047673 0.000374292 -0.000247696 0.00119229 0.000939857 0.000901671 -0.000102541 -0.00267388 -0.000925427 -0.00432005 0.00603406 0.0051052 0.00726034 0.0120487 -0.00511323 0.000536489 0.00237618 0.00195652 0.0022359 -0.000414966 0.00517598
internal_weight=144470 14060.5 7979.12 4347.92 130410 77786.6 34067 20987.7 4170.21 13079.3 43719.6 33355.9 52622.9 49433.9 49354 6081.34 2896.43 3631.19 1667.3 633.822 3189.05 2166.89 177.715 2262.61 1022.16 10363.7 1963.9 3184.91 1674.83 1510.07
internal_count=600811 64706 38644 23573 536105 322104 144409 90783 22774 53626 177695 135545 214001 200887 200564 26062 12614 15071 6969 2601 13114 8891 799 10013 4223 42150 8102 13448 7119 6329

Tree=132
num_cat=0
split_feature=47 48 23 28 6 28 17 6 6 6 53 17 53 6 6 6 29 24 34 2 28 6 51 23 3 2 24 34 3 1
split_gain=95.3254 78.5495 64.849 63.2327 60.616 34.1479 83.8247 83.2837 204.204 78.3967 45.1319 24.5496 26.9203 32.2908 24.4331 20.9806 20.0796 14.2757 12.4316 12.3418 12.2463 11.0817 12.1502 9.87716 9.03491 9.01571 9.21419 7.60957 13.1662 7.56034
threshold=-1.2433525025844572 0.42069473117589956 -0.001085801515728235 -0.005756326485425233 -0.0032315354328602548 -0.033404938876628869 -0.93323016166687001 -0.0032315243734046812 -0.0032315860735252495 0.27327984571456915 5.3784809112548837 -0.93323016166687001 0.57454997301101696 -0.41218936443328852 0.32716099917888647 0.4404395073652268 -0.24911446124315259 -1.8884248733520506 -0.30888967216014857 0.010058751795440914 0.12144413962960245 -0.48686149716377253 -0.24693021923303601 -0.011505526490509508 -0.076961260288953767 0.0095904432237148302 -0.47594650089740748 0.39705663919448858 0.024765206500887874 0.0056462062057107696
left_child=1 2 3 23 -5 11 9 8 -8 16 -11 12 13 -2 17 -9 -7 -4 -14 25 -16 22 -13 -1 -23 26 -3 28 -21 -27
right_child=5 19 14 4 -6 6 7 15 -10 10 -12 21 18 -15 20 -17 -18 -19 -20 27 -22 24 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0071606777986843364 0.028685864832622497 0.0040609182049278873 0.050959746692583331 -0.018132302368098482 -0.0071218101863537026 0.031829364888759558 -4.2353705063451768e-05 0.0019598410861384223 -0.0088881738540177845 -0.030016698849791086 0.013216431277403538 0.00036769653578253258 -0.055814038065270417 -1.822141853787403e-05 -0.0046298665984776831 1.2038166654970388e-05 -0.001670344329393115 0.0073953548533685484 -0.0046657165668460504 0.014138796768259713 0.018146516583223277 -0.0089483116434186712 0.0032100938242403862 0.0013935522116114859 0.00016398728817016786 -0.067001449957326722 -0.0016496819179127006 0.0062471636273494346 0.098020379777037522 -0.0036117528234683133
leaf_weight=535.69326119124889 283.9774693697691 1137.2696010172367 21.765811815857887 2716.9105170667171 2907.6080702319741 57.300140112638474 30093.807713702321 28664.619047120214 9691.344719812274 643.03509433567524 75.824857398867607 6700.4936420768499 17.78168123960495 179.78549090027809 1219.0772377327085 33910.770528197289 409.08562804758549 722.49508761614561 53.533185824751854 22.415087759494785 70.125494256615639 318.01126380264759 11431.535501658916 1297.5696672946215 7861.0642763972282 10.347660586237909 2627.0494988709688 720.87755466997623 6.8664409965276709 10.80263715982437
leaf_count=2293 1301 4630 94 16120 13242 237 123139 116672 42289 3087 339 26919 74 760 5653 140543 1673 3081 225 92 286 1275 46003 5485 31569 42 10681 2935 28 44
internal_value=-0.000473306 -0.00462488 -0.00736661 -0.00965421 -0.0124404 -2.67013e-05 -0.000463426 -0.000301157 -0.00219712 -0.0144773 -0.0254565 0.00165775 0.0128965 0.0175582 0.00102321 0.00090429 0.00244543 0.00866939 -0.0174191 0.00111245 -0.00339096 0.00142919 0.00215972 -0.00110606 -0.000190309 -0.000118284 7.55948e-05 0.007323 0.0338088 -0.0346248
internal_weight=144419 14026.9 9491.25 7457.78 5624.52 130392 103546 102361 39785.2 1185.25 718.86 26846.2 535.078 463.763 2033.46 62575.4 466.386 744.261 71.3149 4535.63 1289.2 26311.1 18132 1833.26 8179.08 3785.47 3764.32 750.159 29.2815 21.1503
internal_count=600811 64706 46254 37140 29362 536105 427979 422643 165428 5336 3426 108126 2360 2061 9114 257215 1910 3175 299 18452 5939 105766 72922 7778 32844 15397 15311 3055 120 86

Tree=133
num_cat=0
split_feature=47 6 28 8 8 51 48 23 6 17 5 12 35 28 1 51 26 24 28 21 31 9 4 50 2 26 14 12 17 29
split_gain=85.7461 72.5866 114.217 40.0666 45.2633 55.7634 44.6637 39.5283 35.7411 23.1979 17.3378 16.8787 18.2755 16.0749 14.9338 14.4479 14.236 14.1977 13.0685 12.9764 10.8785 19.1735 10.7124 10.6726 9.332 8.00256 7.54114 7.46732 7.41529 9.81116
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0043148747645318499 -0.0017410112195648251 -0.028399574570357796 0.13612458854913714 1.0000000180025095e-35 7.3028630140470354e-05 -0.0032315407879650588 -0.86012724041938771 -0.19633144140243527 -0.27941538393497461 0.54578617215156566 -0.091453064233064638 0.055551216006278999 -0.32414171099662775 0.4650475680828095 -2.8673740625381465 0.059576686471700675 -0.075601164251565919 0.57581380009651195 -0.052930634468793862 -0.029785777442157265 -0.85913091897964466 -0.001852974761277437 -1.3176633715629575 -0.020442183129489418 -0.063411869108676897 -0.21455413103103635 -0.27089765667915339
left_child=1 2 14 4 10 6 -6 8 -4 -7 13 12 19 -2 16 -9 -1 27 -19 -5 21 23 -16 -3 -12 -23 -14 -13 29 -22
right_child=3 20 7 11 5 9 -8 15 -10 -11 24 17 26 -15 22 -17 -18 18 -20 -21 28 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046022493937829804 0.002455500408614658 -0.00037136583551530659 -0.020197737529795954 0.010102795897294998 -0.0048373997012837152 -0.010811276773526618 -0.00038936303996545276 0.095233124130898045 -0.01014173824442643 0.0030508434842658277 0.0051017476763376181 0.041936467642059036 -0.010707670087789112 -0.00075037803157207059 0.098558516677397845 0.010055782701359258 -0.0072697375224898327 0.0012554843161098367 -0.00090811033112478054 -0.0081924928127704074 -0.047693921873381888 -0.011445536898726306 0.017733023523955813 0.013470866980380823 0.0013505963472695145 -0.0032043591984153245 0.0019353763177756193 0.0091991354534137395 -0.00050012747785098573 0.004940184427971628
leaf_weight=2890.0225231647491 5206.1890234351158 353.55862677097321 1851.0290019884706 1506.4460703879595 17907.33376263082 359.62611018121243 9817.7441810667515 5.830970659852027 2141.3539870902896 5944.5606506168842 2434.9563603699207 34.14622238278389 146.16876094043255 28143.66422739625 6.7087792754173305 137.54422760009766 870.92551386356354 39572.637893185019 9780.0532724708319 117.38516487181187 10.009856611490248 402.91339784860611 14.697095975279806 280.66770106554031 7930.0168813169003 1853.8937694355845 1419.3327387422323 45.854288339614868 1564.4135822057724 1610.8112498670816
leaf_count=11973 20955 1447 11897 6149 77854 1633 40196 28 10375 24726 9934 138 595 114590 28 606 3675 161024 39540 487 54 1789 62 1154 32216 8224 5883 185 6649 6745
internal_value=-0.000448573 -0.00439101 -0.00773477 -2.53654e-05 -0.00078979 -0.00223924 -0.0032623 -0.0138222 -0.0148041 0.00226007 0.000338517 0.001104 0.00484097 -0.000249914 -0.00107856 0.0135199 -0.00132981 0.000862896 0.000826732 0.00878025 -3.36843e-05 -0.00238758 0.0430644 0.00575431 0.00223182 -0.00467568 0.000754912 0.0231722 0.00210279 0.00461513
internal_weight=144360 13994.4 7918.11 130366 77744.1 34029.3 27725.1 4135.76 3992.38 6304.19 43714.8 52622 3189.33 33349.9 3782.35 143.375 3760.95 49432.7 49352.7 1623.83 6076.27 2891.03 21.4059 634.226 10365 2256.81 1565.5 80.0005 3185.23 1620.82
internal_count=600811 64706 38644 536105 322104 144409 118050 22906 22272 26359 177695 214001 13114 135545 15738 634 15648 200887 200564 6636 26062 12614 90 2601 42150 10013 6478 323 13448 6799

Tree=134
num_cat=0
split_feature=12 23 28 21 17 9 8 13 21 21 8 35 23 26 28 25 5 21 28 28 17 21 8 35 13 9 17 20 19 31
split_gain=79.5306 57.1972 204.84 69.7362 83.4037 42.8819 34.7607 47.9651 33.2513 29.0582 26.8747 23.4748 22.1559 22.0516 16.2534 15.0089 13.2787 12.6316 12.358 19.8326 13.9027 11.7126 11.5899 11.5894 11.4214 11.4739 11.1865 10.6668 10.2052 9.7971
threshold=-0.29334390163421625 -0.0014371092547662554 -0.0043495516292750827 -0.2052076458930969 -0.4908029288053512 -0.043027501553297036 -0.0081568323075771314 -0.0039383406983688465 1.4956800341606142 -0.15943677723407743 -0.019457849673926827 -0.49636688828468317 -0.0004490460996748879 -0.28556600213050837 0.016653128899633888 -1.0366232395172117 -0.63234111666679371 -0.095809537917375551 -0.0033412792254239316 -0.013939470984041689 -0.93323016166687001 -0.17586541175842282 0.21317274868488315 -0.19984982907772061 -0.31506709754467005 -0.21192667633295056 -0.60325294733047474 -0.031093611381947991 -0.022777767851948735 0.68039637804031383
left_child=6 2 8 5 -5 -4 7 9 11 28 29 -2 24 -10 16 -12 -8 -11 19 -14 -20 27 -18 -23 26 -26 -3 -16 -1 -9
right_child=1 12 3 4 -6 -7 14 10 13 17 15 -13 18 -15 21 -17 22 -19 20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0051354935582732858 -0.00088884363686209122 0.096652297081038285 0.00055378804129335268 -0.012318352706947398 0.00080578249013570362 -0.0080579131542793045 0.036769881172639907 -0.0009784831763742308 -0.0015356886341450669 0.034615626775113664 -0.031535585925652754 0.0013576942076422398 -0.0012081861658996896 0.015568336135237235 0.027799094137407453 -0.017986390923242022 -0.0056914539645631142 -0.0091415172846020191 -0.011795053643699311 0.0052769305072884682 0.00047492499531430346 -0.031252130773340679 0.057750570408569533 0.011487336033884011 -0.0030495241930283724 0.0047890367191436708 0.01983780821774879 -0.048286970197761778 -0.0356677978835429 -0.019262518208345521
leaf_weight=926.19984686374664 21228.734226167202 6.6197789013385764 1826.3859617710114 1639.2805272042751 7988.8563829660416 14674.340884424746 22.261684492230415 271.35755046457052 306.37641413509846 75.467450022697449 362.9606265053153 33977.066828101873 2042.6301187872887 685.44833846390247 114.00109742581844 625.29041954874992 627.54412101954222 24.56315603852272 260.83860263228416 3768.4612587243319 46903.737517520785 25.553386256098747 8.1942877173423749 58.903814762830734 584.75327855348587 5095.1116088032722 27.237849563360214 5.4219448119401923 31.806505441665649 118.167759090662
leaf_count=4258 86117 27 7462 7238 33287 66478 91 1373 1273 318 2362 138163 8296 2873 477 3667 2773 104 1167 15791 192962 106 33 251 2349 20678 110 22 141 564
internal_value=-0.000425077 -0.000234811 -0.00113605 -0.00501319 -0.00142872 -0.00710473 -0.00856121 -0.011798 0.000666616 -0.00331099 -0.0183155 0.000493815 0.0010294 0.0102849 0.000586524 -0.0229627 -0.00346482 0.0238708 0.000691208 0.00299738 0.000407067 0.0136618 -0.00487372 -0.00144392 0.00416499 0.00398204 0.0348564 0.0243447 -0.00614919 -0.00652519
internal_weight=144314 141016 82326.5 26128.9 9628.14 16500.7 3297.69 2435.81 56197.6 1058.04 1377.78 55205.8 58689.4 991.825 861.88 988.251 658 100.031 52975.7 5811.09 47164.6 203.88 635.738 84.4572 5713.72 5679.86 33.8576 119.423 958.006 389.525
internal_count=600811 584271 342891 114465 40525 73940 16540 12787 228426 4821 7966 224280 241380 4146 3753 6029 2897 422 218216 24087 194129 856 2806 357 23164 23027 137 499 4399 1937

Tree=135
num_cat=0
split_feature=48 12 23 6 6 23 8 25 6 9 38 8 9 9 14 46 8 37 55 7 8 46 9 11 31 14 49 47 0 1
split_gain=77.5894 44.6329 41.9203 165.809 289.16 55.2663 33.5762 26.2246 23.3073 21.9769 21.7624 23.9732 21.5951 20.4487 23.2776 16.6964 16.3529 15.6798 15.3802 13.9388 18.191 14.3657 12.5021 11.9172 10.9474 11.2486 10.9438 10.0306 9.94645 9.9098
threshold=-1.8403685092926023 -0.22721923142671582 -0.0014371092547662554 -0.0032315860735252495 -0.0032315314747393127 -0.05013183876872062 -0.010062559507787226 -1.7594014406204221 0.19465310126543048 -0.020929460413753983 1.0000000180025095e-35 0.135169193148613 -0.57013636827468861 0.0052383001893758782 -0.0091016283258795721 -0.0028220891254022713 0.01972319278866053 -0.82106032967567433 -1.0832948088645933 -0.011195869650691746 -0.051374502480030053 0.015360541176050903 -0.0073638630565255872 -1.8003312945365904 1.1105936765670779 -0.05076275207102298 2.3465241193771367 -0.57347567379474629 0.037575125694274909 0.01978674624115229
left_child=1 7 3 10 6 -6 -5 23 9 17 16 -12 29 14 -9 -11 -2 -4 -14 20 21 -3 -22 -1 28 -26 -15 -25 -21 -10
right_child=2 19 8 4 5 -7 -8 13 12 15 11 -13 18 26 -16 -17 -18 -19 -20 24 22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.02999527872963486 -0.00017156910636293248 0.01923316423693746 0.059662177327622044 -0.019429922930525513 -0.016725992887700963 -0.0012059458823425909 -0.0099127089533046411 -0.0042564200654895022 0.0055920222046073444 0.0074432570159436813 0.0069561542582283978 -0.0048905739726315088 0.0023739303559518407 0.0026010377627532348 -0.017324100065504906 0.0026713830387140986 0.0018643666878741328 -0.00018028037522407615 -0.0002515023480941778 -0.00061925255152839396 0.00058896023472882299 -0.0097470603857976752 -0.011203544568333522 -0.034031860292526105 0.099602246848649031 0.01308865251938607 0.056317389671088951 0.018026293544521101 0.047823540220940118 0.020124044911436694
leaf_weight=9.1712736338376981 37461.875059768558 136.47714547812939 12.331455305218695 3174.7861185148358 666.80746226012707 19269.045836031437 1549.4648578688502 599.64634657651186 1038.6906574070454 3303.2793010473251 2718.7017943412066 582.65578080713749 7568.4393332898617 176.7415814101696 1059.3800717294216 5470.8256057053804 15737.477533102036 4687.6335733830929 36471.042339153588 684.26012274622917 354.08981422334909 74.154856517910957 880.52036809176207 222.27602278441191 4.3341650217771521 162.63207191228867 11.337272703647612 10.906987160444258 12.116702705621718 150.97430086135864
leaf_count=40 152716 570 50 15353 3082 80485 7149 2973 4178 13499 11142 2434 31172 908 6635 22193 63287 18927 150642 3249 1724 313 4929 1606 19 740 54 56 55 608
internal_value=-0.000330405 -0.00726185 -0.000112444 -0.0008928 -0.00451887 -0.00172505 -0.0163085 -0.012874 0.000966445 0.00290131 0.00068982 0.00486533 0.000390036 -0.0107232 -0.0126009 0.0044679 0.000430703 -2.32697e-05 0.000199693 -0.0021824 -0.0053654 0.00903042 -0.00782142 -0.0292661 0.00314598 0.0153344 0.00583903 -0.0315969 0.000223634 0.00743621
internal_weight=144262 4398.04 139864 81160.8 24660.1 19935.9 4724.25 2089.46 58703.2 13474.1 56500.7 3301.36 45229.1 1847.11 1659.03 8774.1 53199.4 4699.97 44039.5 2308.59 1445.24 210.632 1234.61 242.354 863.343 166.966 188.079 233.183 696.377 1189.66
internal_count=600788 23871 576917 335648 106069 83567 22502 12272 241269 54669 229579 13576 186600 10570 9608 35692 216003 18977 181814 11599 7536 883 6653 1702 4063 759 962 1662 3304 4786

Tree=136
num_cat=0
split_feature=12 48 23 0 28 17 7 1 21 3 1 28 0 12 21 8 19 5 2 55 21 49 55 48 1 50 27 23 14 35
split_gain=70.526 55.2726 46.0025 163.007 56.498 73.6369 52.4066 39.2243 30.28 22.6792 22.2461 20.1629 19.42 18.9447 17.4956 17.2739 17.1612 17.2151 15.8682 14.9141 14.2091 13.9543 13.7302 12.7882 12.4049 11.4239 10.5739 9.89432 7.80856 7.5412
threshold=-0.29080538451671595 -0.70983687043189991 -0.0014371092547662554 -0.0024267609696835275 -0.00034945318475365633 -0.50538033246994007 -0.0052213948220014563 -0.0037464592605829235 0.5278470814228059 -0.0063777260947972527 -0.0038918899372220035 0.00054317660396918665 -0.001925583812408149 -0.27859839797019953 -0.19467675685882566 -0.0093157240189611894 -0.023291864432394501 2.1832678318023686 -0.0066226916387677184 -0.15372735261917111 -0.14273479580879209 1.6666814088821413 0.53411155939102184 -0.70983687043189991 -0.0044389062095433465 0.4373584389686585 -0.0018321766983717678 -0.00115529348840937 -0.017208258621394631 -0.98066493868827809
left_child=1 7 3 8 6 -6 -5 10 22 14 20 12 18 -10 -9 26 21 23 -3 -11 -1 24 -2 -18 -4 -12 -13 -19 -17 -14
right_child=2 11 16 4 5 -7 -8 9 13 19 25 15 29 -15 -16 28 17 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0072933143114434322 0.001036162662658656 0.022001958003239976 0.023051509525308756 -0.0078066593223137908 -0.011952686216100315 0.0022555865829989737 -0.001818543405594748 -0.011152310568418568 0.033722511650508366 -0.012768694477395596 0.0069181483633535615 0.076941622861763925 0.013112405640801794 0.0058698138456388452 0.018392817168376135 -0.031705573686316456 0.0028449637343400274 0.068943662670157099 -0.0040298393993856109 -0.025033193441079835 0.020272776333836024 0.020920899939735997 -0.00077686439500851791 0.00068035547538975762 0.0027842818080476167 0.054423379165912882 -0.0038328741740865039 -0.0059901487294236697 0.014918567181808269 -0.030895352753323314
leaf_weight=708.25256733596325 35952.518498137593 70.205951362848282 94.792942762374878 12882.630707718432 1249.9287978261709 5684.3230114132166 6025.6652693524957 320.51817687600851 70.85523596405983 432.37164315581322 30.54799684882164 4.6195573210716239 12.343058377504347 2152.1766962707043 68.296470977365971 10.347909376025198 9159.1634893715382 4.9721474647521964 1042.5899073928595 782.6911878734827 56.73247441649437 184.23241247236729 17417.652342140675 47045.476560756564 807.24216651916504 26.602310165762901 313.10394777357578 1098.175045773387 405.20511890947819 96.079640060663223
leaf_count=3256 146100 285 390 58910 5595 23452 25358 1763 305 2585 142 19 53 8838 329 42 39315 20 4319 4817 240 786 70739 191625 3427 120 1343 4504 1691 420
internal_value=-0.000313195 -0.00693521 -0.000105745 -0.00091978 -0.00439766 -0.000305516 -0.00589838 -0.0122789 0.000696916 -0.0171038 -0.00286603 -0.000302394 -0.0044737 0.00675757 -0.00596262 0.00664462 0.0010295 0.000904409 -0.0023875 -0.020669 -0.00524897 0.00762889 0.000444471 0.0010331 0.00491412 0.0290309 -0.00265845 -0.0056524 0.0137576 -0.0258854
internal_weight=144210 4380.51 139830 81435.8 25842.5 6934.25 18908.3 2426.01 55593.2 1603.88 822.135 1954.5 1221.22 2223.03 388.815 733.277 58394.1 57307.8 1112.8 1215.06 764.985 1086.27 53370.2 56204.6 902.035 57.1503 317.724 1103.15 415.553 108.423
internal_count=600788 21424 579364 339297 113315 29047 84268 13252 225982 9494 3758 8172 5077 9143 2092 3095 240067 235464 4604 7402 3496 4603 216839 230940 3817 262 1362 4524 1733 473

Tree=137
num_cat=0
split_feature=48 7 34 7 8 2 16 34 3 5 11 7 16 3 16 33 7 8 11 33 17 55 55 55 45 17 8 21 5 46
split_gain=65.2115 36.3089 48.5847 35.8847 62.8394 66.4278 42.6098 38.4046 23.6631 18.3528 18.1185 17.315 29.4531 16.5201 14.8897 27.3149 14.6321 13.3039 12.198 11.8556 11.46 10.0073 9.66659 9.1739 8.7085 8.56077 8.47619 7.70713 8.20887 7.80699
threshold=-1.8403685092926023 -0.010131627786904572 1.3778149485588076 -0.0086706425063312036 -0.028938822448253628 -0.0046504966448992482 0.16890820860862735 -1.579394996166229 -0.0067052494268864385 2.1832678318023686 0.67195245623588573 -0.1794432997703552 -0.1068240739405155 -0.0062888159882277242 0.0071818663273006686 -0.38968080282211298 0.014555991627275945 -0.073585081845521913 1.0523633956909182 0.059463137760758407 0.3187911063432694 -0.73638904094696034 -1.8276145458221433 -0.34396757185459131 -0.0019158750656060872 0.057005077600479133 -0.0093157240189611894 0.37555487453937536 1.1308134198188784 -0.058801311999559396
left_child=1 2 8 4 11 7 -7 -6 17 14 26 23 -13 -10 15 -5 -16 -1 27 22 -12 -21 -11 -2 25 -20 -4 29 -29 -3
right_child=3 18 10 9 5 6 -8 -9 13 19 20 12 -14 -15 16 -17 -18 -19 24 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013189548361513662 0.00044957334840609834 -0.028340291800707153 -0.04213435306689451 -0.0034413949160341331 -0.0073174112140876471 -0.0060029248541937502 0.0076955003029490323 0.00037259907345450099 -0.017199614825594779 0.053721141313433238 -0.022734592279561722 -0.002604176478514721 0.00087058303932186149 -0.0055963027007530503 -0.00085798354837190332 0.0040193645031501458 0.0011463100532069146 -0.0042504218603847546 0.022470192122199795 -0.061689512369249994 0.014266768560455447 -0.013579009273582229 -0.0034040776280984202 0.0034026243306941144 0.0083541746218008268 0.087983713568056926 0.050787552114951569 0.037399717193531849 -0.0074855935049416514 -0.0015159701637635407
leaf_weight=136.42661586403847 5166.3387026041746 31.465670213103294 172.74609193950891 1642.509197242558 2060.7801420986652 13559.114930324256 669.33931442350149 15893.003583237529 814.47917241603136 8.3754763305187208 122.85362464934587 9981.1699515730143 21858.432661101222 597.52320025116205 14001.810785360634 8573.4868185222149 37995.368894144893 1236.3109973371029 21.183954626321796 12.91859810054302 29.077783830463886 202.72954249382019 1276.479215785861 6903.9859595894814 175.56913959234953 7.6174406558275214 2.8022354468703261 28.618269041180611 19.073247991502285 970.37200327962637
leaf_count=564 20788 140 1547 6881 8806 59560 2861 66276 4989 34 903 40957 89147 3382 58963 34931 153758 6230 100 53 199 840 5251 27811 842 36 23 125 90 4701
internal_value=-0.000296808 -0.00667522 -0.00974304 -9.76114e-05 -0.000874599 -0.00265368 -0.00535852 -0.00051008 -0.00747218 0.000830332 -0.0290534 0.000429315 -0.000218695 -0.0122894 0.000970029 0.00281984 0.000606593 -0.00251719 0.000939224 -0.00496174 -0.015653 -0.0164611 -0.0030317 0.00213866 0.0127854 0.0397973 -0.0406511 -0.00136753 0.0194488 -0.00235847
internal_weight=144172 4366.12 3112.22 139806 76092.2 32182.2 14228.5 17953.8 2784.74 63713.7 327.48 43909.9 31839.6 1412 62213.2 10216 51997.2 1372.74 1253.9 1500.5 151.931 215.648 1284.85 12070.3 204.371 28.8014 175.548 1049.53 47.6915 1001.84
internal_count=600788 23871 17837 576917 316206 137503 62421 75082 15165 260711 2672 178703 130104 8371 254533 41812 212721 6794 6034 6178 1102 893 5285 48599 978 136 1570 5056 215 4841

Tree=138
num_leaves=27
num_cat=0
split_feature=26 7 8 2 2 27 6 7 16 16 33 7 55 33 7 16 55 35 5 55 28 6 17 3 24 17
split_gain=63.6562 42.1327 71.5057 76.1381 61.2348 33.5561 21.4453 16.121 26.5679 14.9682 23.3443 18.3252 15.554 14.9829 17.0184 11.9364 9.80807 9.67326 12.8322 11.9049 9.61964 9.13624 7.10569 7.97234 7.45585 4.40159
threshold=-2.052433848381042 -0.0086706425063312036 -0.030076922848820683 -0.0046504966448992482 -0.0040984407532960168 -0.016073192469775673 -0.0032315860735252495 -0.1794432997703552 -0.1068240739405155 0.020770533010363582 -0.39642000198364252 0.046304486691951759 -0.38335673511028284 1.0071931481361391 0.014555991627275945 -0.24162098020315168 2.1219089031219487 1.2112014293670657 1.8009288907051089 1.4856258630752566 -0.29354415833950037 0.88734760880470287 1.003887474536896 -0.0011607503402046857 -0.22765287756919858 3.00213634967804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 5 -5 -4 15 21 -9 10 12 -12 -3 14 -11 -1 25 18 19 -8 -15 -2 23 -19 -24 -17
right_child=1 9 3 4 -6 -7 17 8 -10 13 11 -13 -14 20 -16 16 -18 22 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.1012414176316991 0.0014469305080646684 9.403564908651795e-05 0.0046343703050461277 -0.011420457401597838 -0.0036772201701432039 -0.0015088300391098573 -0.009053682537806371 -0.002474351393119661 0.00083969784199167596 -0.0012917651050801319 0.003770250151440824 -0.0001972593106334161 -0.0099885864815838672 0.005590717582666241 0.0011322734071862717 -0.037297945964394251 0.051219774346137163 -0.034537894558824778 0.092992898605910312 0.046418812781281571 -0.0047685232510324875 0.0055107750266638975 0.095060301926434471 -0.0087882427525797831 -0.0042725597177461242 0.020946422693275346
leaf_weight=1.8625793233513821 10302.517748832703 1190.3365488871932 2945.4549453854561 3778.4554324671626 11916.713702127337 16429.010200038552 584.70730682462454 9970.7595946341753 21334.247432157397 10823.74560572207 12223.713982991874 4464.467802375555 672.64434579759836 282.87706704437733 32758.034566178918 146.32387784868479 3.7245688140392295 95.92884960770607 3.5535230338573447 11.073125936090944 2291.942059263587 1830.007850036025 2.5803387984633455 52.128526821732521 11.9646408483386 3.7377324253320685
leaf_count=12 41443 4963 12198 17703 52433 69557 3906 40975 87018 46004 50204 18075 2915 1195 132435 1488 33 793 20 71 9427 7406 17 380 87 30
internal_value=-0.000281277 -0.000192122 -0.00101743 -0.00279759 -0.00554133 -0.000574894 -0.0141964 0.000419797 -0.000215839 0.000809186 0.00208068 0.00270885 -0.00354638 0.000298151 0.000530252 -0.0321233 -0.0337385 -0.0105343 -0.00742374 -0.00802268 -0.00363043 0.0020599 -0.0219993 -0.0254719 0.0133495 -0.0358472
internal_weight=144133 143215 78507.2 35069.6 15695.2 19374.5 917.585 43437.5 31305 64707.8 18551.2 16688.2 1862.98 46156.6 43581.8 155.649 153.786 761.936 599.334 595.78 2574.82 12132.5 162.602 148.057 14.545 150.062
internal_count=600788 593951 328733 151891 70136 81755 6837 176842 127993 265218 76157 68279 7878 189061 178439 1563 1551 5274 3997 3977 10622 48849 1277 1173 104 1518

Tree=139
num_cat=0
split_feature=26 12 33 23 0 6 21 6 6 22 48 9 6 9 28 16 34 49 20 28 17 0 17 14 31 5
split_gain=57.7544 42.9468 42.3979 35.6362 122.07 189.508 27.1769 25.886 20.1796 19.1163 21.1061 16.6846 16.6837 20.4845 19.7807 10.5389 9.78633 12.5476 10.0157 9.31448 8.51097 8.01463 7.10413 9.29911 6.45074 4.87575
threshold=-2.052433848381042 -0.29080538451671595 -0.38818599283695215 -0.0014371092547662554 -0.0024267609696835275 -0.0032315314747393127 0.68607407808303844 -1.0670051574707029 -0.0032315860735252495 0.2290243208408356 -0.70983687043189991 -0.015057789627462624 0.19465310126543048 -0.023831002414226529 -0.0041076710913330308 -0.24162098020315168 1.1717044115066531 2.9130595922470097 -0.017334113828837868 0.95413807034492504 3.7556935548782353 -0.0025170176522806282 1.2235359549522402 0.021777472458779815 0.67036116123199474 -1.3212617039680479
left_child=8 2 7 4 6 -6 -3 21 15 10 -4 -9 13 -5 -14 -1 17 18 -10 -11 25 -2 23 -18 -24 -17
right_child=1 3 9 12 5 -7 -8 11 16 19 -12 -13 14 -15 -16 20 22 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.09068922059707063 0.00052348043450907607 0.00042624560469061242 -0.014291509305388164 -0.00030244340155791041 -0.012611084182106868 -0.0014041310392167519 0.0070580430976947264 -0.0010757145744007251 -0.0029049006231143606 0.0074044660415444503 0.0024390016711773742 -0.01439992784732968 0.0108832742821134 0.0040768237298779873 0.00036361486756256189 0.050480053027754594 -0.033066757119896865 0.077468053573766529 -0.017861372036676343 -0.065127949204103697 0.044395700046595002 0.031490610911732643 0.042239423084798396 -0.0044269216543753745 -0.03919522198473583 -0.035988695218295126
leaf_weight=1.9660352617502201 366.10305553674698 53792.755237355828 358.72471098601818 4512.2104758918285 5397.466697640717 19737.594527482986 1793.6306073218584 311.399124532938 403.528868958354 787.76072145998478 517.16360628604889 1733.8971920832992 507.84508848190308 8954.8701756447554 44387.438114866614 1.8553756922483433 107.70342165231705 4.9152729362249366 182.71762275695801 5.0049158781766883 3.9049706161022177 25.085072323679924 8.7038145065307599 45.214996762573719 3.9826759546995154 144.06942539662123
leaf_count=12 1586 218583 1820 18215 25844 82908 7399 1320 2768 3336 2138 8940 2166 36437 183125 16 904 27 1151 23 30 111 62 333 29 1505
internal_value=-0.000266544 -0.000182023 -0.00552472 -2.43302e-05 -0.000745696 -0.0038107 0.000640237 -0.00998216 -0.013587 0.000983807 -0.00441307 -0.0123713 0.000973396 0.00260953 0.000482611 -0.0312232 -0.0100494 -0.00685941 -0.00756644 0.00694655 -0.0328229 0.00250926 -0.0214367 -0.0245985 0.0166746 -0.0348893
internal_weight=144098 143189 4105.14 139084 80721.4 25135.1 55586.4 2436.48 908.562 1668.65 875.888 2045.3 58362.4 13467.1 44895.3 151.796 756.767 591.162 586.246 792.766 149.83 391.188 165.605 152.918 12.6865 145.925
internal_count=600788 593951 19274 574677 334734 108752 225982 11957 6837 7317 3958 10260 239943 54652 185291 1563 5274 3946 3919 3359 1551 1697 1328 1237 91 1521

Tree=140
num_cat=0
split_feature=23 0 22 7 7 23 37 8 24 0 12 44 15 26 35 4 51 0 53 31 11 1 45 2 7 8 8 13 8 5
split_gain=61.3496 164.177 64.6667 45.4649 49.729 34.7338 20.2258 19.1348 18.0132 17.3347 15.5348 15.3469 25.2138 14.68 13.4312 16.1667 13.3698 16.8786 13.9191 12.8964 12.4535 12.3009 12.1441 11.9137 11.8719 11.4172 10.863 9.6272 8.89408 6.94669
threshold=-0.0014371092547662554 -0.0022947916295379396 0.76980724930763256 -0.0078469780273735506 -0.049899145960807793 -0.015051040332764385 0.45861123502254492 0.12940644472837451 1.0021826028823855 -0.0010722504230216143 -0.29474903643131251 1.0000000180025095e-35 0.13591424375772479 -0.16550244390964505 -0.25177861750125879 -0.0075252470560371867 -0.16263400018215177 -0.0046577954199165097 -0.046793980523943894 2.4416670799255376 1.460786044597626 -0.0036749573191627856 0.0037000779993832116 0.17378705739974978 -0.093624878674745546 0.00057943796855397533 0.0030575323617085819 0.0093771363608539122 -0.023326321505010125 0.60044926404953014
left_child=1 6 3 4 -3 19 14 22 -5 16 26 21 -13 -7 25 -16 17 24 -19 -4 -9 -12 -8 27 -2 -1 28 -18 -11 -28
right_child=9 2 5 8 -6 13 7 20 -10 10 11 12 -14 -15 15 -17 23 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0014488858050786849 0.0093683682596130101 -0.0011194989619036113 -0.012158871589398001 -0.0012908963385344725 -0.009750685892545 0.0030176172260066932 0.0074525255431625052 -0.0036893404811240813 -0.0078514143685522401 0.0048146748980283727 -0.00056221177948966548 -0.0029537175294484892 -0.047238340779642306 -0.0018167000606479113 0.0026002972039512414 -3.3681924327623141e-05 0.0085059479427689599 0.0023143853162228261 0.018972409040473297 0.066092796939486373 -0.087841714489175091 0.0013254124253874288 -0.010520283857837093 -0.043900761690544181 -0.0074193094343613557 0.001328790647963441 0.038409173697796839 0.0021320619423434799 -0.024123216932032919 -0.0068439530297972721
leaf_weight=19212.767548501492 138.9132022112608 2285.9411976784468 736.90586444735527 5132.9027887433767 10432.569389715791 3411.0975834280252 2280.682830452919 529.15596090257168 1524.8691217973828 37.053838059306145 13647.006036967039 2253.7582569569349 36.702792719006538 3655.0763631239533 9725.5958947986364 20018.822587162256 1840.4119665920734 5865.2887753397226 144.36927758902311 5.9639513045549384 4.9863690286874762 33508.203680358827 110.73235212266445 13.394009575247763 798.53341193497181 5304.2578444480896 16.444622471928596 1042.8140043765306 153.12850683182478 22.657140329480171
leaf_count=78193 557 9425 3355 21905 51162 14244 9367 2214 6657 178 56117 9226 149 15316 39657 81398 7525 24235 605 26 21 138231 456 54 3213 21370 67 4244 816 95
internal_value=-0.000390828 -0.00130999 -0.00470087 -0.00634189 -0.00819937 -0.000629086 0.000301956 0.00459456 -0.00279349 0.000912153 0.000509511 0.000573335 -0.00366334 0.000517 7.05162e-05 0.000827556 0.00294403 0.00168277 0.00271456 -0.0115306 -0.00447493 0.000779122 0.00662031 0.00596895 -0.00493167 -0.000847936 -0.0132543 0.00620062 -0.0184852 0.0121877
internal_weight=143891 84372.3 27185.3 19376.3 12718.5 7809.04 57187 2925.56 6657.77 59518.7 49675 49445.7 2290.46 7066.17 54261.4 29744.4 9843.72 6947.1 6009.66 742.87 534.142 47155.2 2391.42 2896.62 937.447 24517 229.284 2883.23 190.182 39.1018
internal_count=600078 354766 122090 89149 60587 32941 232676 12058 28562 245312 204879 203723 9375 29560 220618 121055 40433 28610 24840 3381 2235 194348 9823 11823 3770 99563 1156 11769 994 162

Tree=141
num_cat=0
split_feature=23 0 6 17 6 20 1 7 21 35 6 48 28 0 28 44 17 52 33 19 33 45 18 28 55 38 16 35 9 28
split_gain=55.045 147.538 230.856 37.5819 57.1123 25.7681 23.9235 28.0319 21.3519 24.1362 18.1983 33.9872 30.1152 32.6095 19.418 17.7743 17.3694 16.5577 16.0515 14.9791 16.8316 14.7006 19.0308 12.9073 12.7267 19.7939 12.2904 12.0355 11.3892 10.2313
threshold=-0.0014371092547662554 -0.0022947916295379396 -0.0032315321732312437 -0.89186540246009816 0.32716099917888647 0.0085755772888660448 -0.0037464592605829235 -0.010131627786904572 0.5278470814228059 1.196061432361603 0.66048380732536327 -0.70983687043189991 0.01025249343365431 0.006776712369173766 0.0094317318871617335 1.0000000180025095e-35 -0.0606901217252016 0.304956004023552 4.1862053871154794 -0.023441343568265435 -0.39829050004482264 -0.0050687310285866252 -0.020299709402024742 -0.84307458996772755 0.12175845727324487 1.0000000180025095e-35 0.092343505471944823 0.53124842047691356 0.27429667115211492 -0.94438832998275746
left_child=1 8 6 4 -4 -5 27 -8 24 23 11 21 13 16 -15 26 -12 -17 -11 20 -13 -2 -23 -10 25 -1 -14 -3 -26 -21
right_child=10 2 3 5 -6 -7 7 -9 9 18 12 19 15 14 -16 17 -18 -19 -20 29 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00046062123398799844 0.01075888527615896 -0.010967735574584052 0.0024706283566557725 -0.00060671459839063723 -0.024291324215458512 -0.0064242107561998784 -0.018107648341575251 -0.0092495404827390992 0.017397225174183156 0.024744478960825864 -0.011724471066044115 -0.0066369798666173103 0.0021385900857621696 0.00048498750925603766 -0.010131535483563919 -0.0039761610075192732 -0.0016225972806846872 -0.036427243892916183 -0.011301017159880005 0.015313138692852928 0.01352528776404387 0.013701460321235951 0.0027720997792105373 0.0019464524820940502 -0.0011072395293590907 0.0061511032262546624 -0.0018934094013828855 -0.00104024011632335 0.0037308461504039513 0.00067809662772908973
leaf_weight=28583.251977935433 1149.6882995218039 1059.8990464657545 404.53319914638996 17576.324661143124 501.92653295397758 2435.0653471201658 3194.6314849182963 1463.1080953329802 165.79286789894104 247.06065610051155 1511.5536784827709 151.36976088583469 12486.558058142662 4203.5785961151123 546.9031488597393 1175.3378115147352 699.3143090903759 45.890939518809319 40.373788043856621 134.78588542342186 502.07649303972721 505.63735740631819 3894.1609122902155 1809.1360234618187 23060.147060588002 1826.8008121699095 2558.8091947883368 507.18330845236778 1452.8855913728476 29957.087007567286
leaf_count=116148 4809 5124 1702 73966 2510 10289 18820 7264 728 1040 6863 640 51154 17946 2436 4861 3156 189 173 589 2066 2227 16330 7373 93885 7502 10482 2415 5827 121564
internal_value=-0.000370306 -0.00124134 -0.00445913 -0.00179274 -0.012348 -0.00131461 -0.0134193 -0.0153251 0.000285967 0.00533197 0.000863717 0.00160508 -0.000294706 -0.0032119 -0.000737249 0.000953718 -0.00852917 -0.0051956 0.0196814 0.000916038 0.00885473 0.00542254 0.00402813 0.00324353 7.81143e-05 0.000802461 0.00145286 -0.00775472 -0.000820487 0.000743649
internal_weight=143851 84328.1 27142.7 20917.8 906.46 20011.4 6224.82 4657.74 57185.4 2262.36 59522.8 36294.8 23227.9 6961.35 4750.48 16266.6 2210.87 1221.23 287.434 30745.3 653.446 5549.49 4399.8 1974.93 54923.1 30410.1 15045.4 1567.08 24513 30091.9
internal_count=600078 354766 122090 88467 4212 84255 33623 26084 232676 9314 245312 148225 97087 30401 20382 66686 10019 5050 1213 124859 2706 23366 18557 8101 223362 123650 61636 7539 99712 122153

Tree=142
num_leaves=26
num_cat=0
split_feature=48 7 7 1 1 35 29 55 25 33 35 21 17 7 18 17 55 0 14 16 17 9 51 19 27
split_gain=48.1954 33.4637 48.9956 50.6744 114.835 24.1288 16.3129 14.7749 14.5942 13.9949 25.4403 14.3253 13.3783 12.5683 11.3176 12.4005 10.5978 9.50549 9.48483 13.0158 9.14084 8.31754 7.79147 8.06904 3.46019
threshold=-2.5940562486648555 -0.0086706425063312036 -0.051284333691000931 -0.0037464592605829235 -0.0036749573191627856 -1.1890376210212705 -0.21670274436473844 1.1584081649780276 -0.84910756349563588 -0.39956896007060999 0.69843038916587841 -0.095809537917375551 -0.93323016166687001 -1.010111331939697 -0.019891181960701939 -0.10814999043941496 0.96150454878807079 -0.026700210757553574 0.027551462873816494 -0.0065961421933025113 3.7556935548782353 -0.0080062984488904459 -0.19827969372272489 -0.01633970811963081 -0.005317138507962226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -4 9 13 20 10 -3 -11 -9 -2 15 -8 -16 -10 21 -20 22 -19 24 -24 -1
right_child=1 6 3 4 -6 -7 14 12 17 11 -12 -13 -14 -15 16 -17 -18 18 19 -21 -22 -23 23 -25 -26
leaf_value=0.0021149459155241383 0.0048556068136606616 0.0055351482527479347 -0.0030196050302086072 -0.010301827197583687 -0.001780337799097103 0.00090355120681609273 -0.012057916391150754 -0.01613220306167833 0.074105280762435777 0.0032625858489161537 -0.0083029954245817748 -0.00086468857318206893 0.0038018442116474222 -0.00016663372581123955 0.00059642701669374324 0.0026184559785895891 -0.0013863052238549227 0.0027839533847050213 0.086680944120338749 -0.00060173523368127479 0.054082629039140524 -0.020058427475366052 0.072621806149174142 -0.018562305133716626 -0.039899010318144489
leaf_weight=5.7828423902392379 1478.3231202661991 620.74101631343365 6209.6555262953043 5781.7228755876422 19173.232410036027 15141.656269818544 436.8145362958312 96.647156700491905 3.6421357393264762 12585.181128554046 935.72537215054035 2908.1164277046919 4404.0417363643646 26317.467663064599 37452.61997051537 256.78011768311262 9491.6113567501307 54.71368470042944 5.2155816331505767 60.110319286584854 3.445553444325923 246.58007002621889 3.5067979693412772 12.244458593428133 115.16788723319769
leaf_count=36 5936 2607 26009 28412 82732 63434 1879 433 16 51713 4005 12104 17728 106417 153086 1072 38835 299 36 341 22 1817 30 74 1005
internal_value=-0.000350968 -0.000293059 -0.00102782 -0.0021329 -0.00375465 -0.00023743 0.000599759 0.000556628 -0.0166082 0.00200661 -0.00278415 0.00248789 0.00337378 0.000100475 9.62424e-05 -0.00662448 0.00019554 -0.0110945 -0.0119409 0.00636686 -0.0311752 -0.0159103 -0.0333241 0.00173857 -0.0378903
internal_weight=143801 143290 78602.7 46306.3 24955 21351.3 64687.6 32296.5 510.409 17049.8 1556.47 15493.3 4500.69 27795.8 47637.8 693.595 46944.2 370.262 366.62 65.3259 140.148 301.294 136.702 15.7513 120.951
internal_count=600078 596402 331101 200587 111144 89443 265301 130514 3676 70429 6612 63817 18161 112353 194872 2951 191921 2509 2493 377 1167 2116 1145 104 1041

Tree=143
num_cat=0
split_feature=23 23 6 6 8 20 28 17 6 29 17 13 6 28 1 9 9 0 44 51 12 13 8 9 25 45 52 1 7 4
split_gain=48.4297 129.375 93.1448 84.7262 27.9832 23.3746 16.8098 40.4995 50.5727 21.2479 17.248 19.3979 15.9095 31.5585 28.7082 25.9825 29.4089 16.8223 19.8004 15.7758 15.3105 15.2089 14.92 13.9441 12.6719 11.7802 11.2634 10.2054 8.90889 12.9149
threshold=-0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 -0.010062559507787226 -0.017526477575302121 -0.033404938876628869 -0.89186540246009816 0.35522730648517614 -0.25643047690391535 -0.75267344713211048 0.098993644118309035 0.32716099917888647 0.01025249343365431 0.00096924538956955086 -0.019644759595394131 0.040373245254158981 8.8015298388199894e-05 1.0000000180025095e-35 -0.13996370136737821 -0.28577822446823115 0.064267076551914229 -0.0056424618232995263 -0.047621790319681161 1.0921148061752322 -0.033436814323067658 -1.1733240485191343 0.17241831123828891 -0.0061414886731654397 -0.012123864609748123
left_child=1 6 3 20 -5 26 10 8 -8 -9 11 -1 15 14 22 28 19 21 -19 -17 -3 -15 -14 -7 -12 -16 -4 -18 29 -2
right_child=12 2 5 4 -6 23 7 9 -10 -11 24 -13 13 17 25 16 27 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0085492986789240718 -0.00052290423113297347 0.010820913623494771 -0.0025520107653649337 -0.01345879156849143 -0.0064436421587333471 0.0015123650280569122 -0.00022184198689160443 -0.0064427772127539987 -0.023659818695722167 4.910011660312352e-05 0.0014137578415120589 -0.016421478790209307 -0.0058605992019752336 0.006290265851847522 0.019893672574892555 0.0038788359994965296 0.0011724404104022769 0.0012271924734113746 -0.0049438829563795686 0.0092069869248412595 -0.002161675629225077 -0.027137139721354668 0.00012388540252871683 -0.0054918334364162076 -0.0020869681357151967 0.00036692531549062076 0.0014973843480485915 -0.020642343308372699 -0.0024550255948942506 0.0069849955030262655
leaf_weight=1331.576399281621 2656.4173494875431 278.28202053904533 2875.9366008937359 5058.9561004415154 2334.2457112818956 970.279256477952 570.76705069839954 1481.8615362867713 472.8237594589591 31966.539468102157 19975.046282023191 93.523876756429672 4962.0761798024178 2136.5928370952606 88.100755959749222 4179.268721729517 7167.5338726788759 22374.124987110496 1562.5041099488735 2491.5440838336945 3071.3904057592154 38.930039539933205 1531.3691254854202 4507.3457663804293 3398.7450840771198 5810.5992039442062 5863.0397080332041 60.749694094061852 3609.8049239218235 849.36513485014439
leaf_count=5523 10742 1148 12178 27798 11204 3977 2388 6338 2406 131126 80319 378 21682 8760 369 17275 28889 91171 6436 10302 12512 157 6485 19161 13644 24790 24666 245 14564 3445
internal_value=-0.000332535 -0.00115013 -0.00435117 -0.00807573 -0.0112439 -0.00153668 0.000197396 -0.000559298 -0.010841 -0.000238509 0.00124986 0.00691056 0.000824794 0.000184641 -0.00201792 0.00199772 0.00333114 0.00122992 0.000824365 0.0058689 -0.00108312 0.0056921 -0.00444926 -0.00425114 0.000904723 0.000658569 0.000164756 0.000989099 -0.000606893 0.00129608
internal_weight=143769 84250.4 24959.5 10742.9 7393.2 14216.6 59290.9 34492 1043.59 33448.4 24798.9 1425.1 59519 38504.3 12392.1 21014.7 13899.1 26112.2 23936.6 6670.81 3349.67 2175.52 6493.45 5477.63 23373.8 5898.7 8738.98 7228.28 7115.59 3505.78
internal_count=600078 354766 112644 52662 39002 59982 242122 142258 4794 137464 99864 5901 245312 159850 53326 85462 56711 106524 97607 27577 13660 8917 28167 23138 93963 25159 36844 29134 28751 14187

Tree=144
num_cat=0
split_feature=23 23 6 6 8 12 23 28 28 17 51 51 23 8 12 34 7 6 12 6 16 13 8 12 27 6 16 8
split_gain=43.4574 116.282 84.079 76.7761 25.5683 20.8838 15.5154 17.9749 15.2266 20.144 17.93 15.0615 17.5966 15.1427 13.3825 12.7329 12.153 11.2296 10.1969 9.27877 9.04533 8.66769 9.47342 11.2726 8.5901 6.70785 5.49856 4.67244
threshold=-0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.02541163936257362 -0.010062559507787226 -0.19262199848890302 -0.00095544932992197562 -1.0817925930023191 1.1506123542785647 -0.56034526228904713 -0.27211625874042505 -0.32414171099662775 -0.0037716437363997097 0.026091275736689571 -0.28577822446823115 -1.5301530957221983 -0.15514732152223584 0.67479363083839428 -0.30464540421962732 0.66048380732536327 0.17589350789785388 0.29642467200756079 -0.32043570280075068 0.077082067728042616 -0.00077170008444227267 1.3395766615867617 -0.35945247113704676 0.048634169623255737
left_child=1 8 3 14 -5 17 21 15 11 24 -11 13 -13 -1 -3 -8 -7 -4 25 -20 -17 22 26 -24 -10 -9 -2 -23
right_child=6 2 5 4 -6 16 7 18 9 10 -12 12 -14 -15 -16 20 -18 -19 19 -21 -22 27 23 -25 -26 -27 -28 -29
leaf_value=-0.0062911998585649751 -0.037333775932180568 0.0099757050765973132 0.0015826863087250091 -0.012869686384343408 -0.006111931559672457 0.0045444171364658363 -0.077927873376108112 0.011832705064622615 0.022469433464521345 -0.050993190343545887 0.012114702617068025 -0.00013769353080671557 0.0020392273881098769 0.006676540134512938 -0.0021057630441934988 0.031063146943720511 -0.0039028004152224672 -0.0049598362147181049 0.0011461762409214387 -0.00022983546867816619 -0.039131392567508395 -0.068146009813941394 0.0039505240977010013 0.035612827638363827 -0.047942699105802948 -0.048270016698127326 0.019257239002474398 -0.0071774993826949855
leaf_weight=1671.6045638918877 4.9693111628293982 280.62829618155956 5712.8515500426292 5000.5027350336313 2294.2830448374152 512.77691349387169 3.3660949766635886 7.1187283098697689 5.3683422654867163 15.730675950646399 64.497781604528427 43451.582052864134 13724.796971514821 298.04589286446571 3130.7656177729368 88.640682324767113 7139.7540137320757 846.06916289776564 34324.40856808424 22982.903285957873 5.4751926213502875 6.7081802487373334 1875.1680208966136 32.126748904585838 52.107557758688927 19.516289658844471 163.65923123061657 7.454744428396225
leaf_count=7105 20 1156 23976 27687 11065 2083 14 41 26 63 260 177570 55608 1202 12754 402 30185 3738 140151 96020 22 27 7663 129 288 136 657 30
internal_value=-0.000315147 -0.00109 -0.004128 -0.00767506 -0.0107443 -0.00145583 0.000780996 0.000617756 0.0001869 -0.0174166 -0.000259084 0.000227885 0.000384861 -0.00432893 -0.00111192 0.0233571 -0.00333677 0.000738732 0.000579094 0.000594331 0.0269796 0.00526652 0.00554843 0.00448385 -0.0413661 -0.0322064 0.0175896 -0.0360549
internal_weight=143723 84201.4 24917.6 10706.2 7294.79 14211.5 59521.5 57431.4 59283.7 137.704 80.2285 59146 57176.4 1969.65 3411.39 97.482 7652.53 6558.92 57333.9 57307.3 94.1159 2090.09 2075.92 1907.29 57.4759 26.635 168.629 14.1629
internal_count=600078 354766 112644 52662 38752 59982 245312 236786 242122 637 323 241485 233178 8307 13910 438 32268 27714 236348 236171 424 8526 8469 7792 314 177 677 57

Tree=145
num_cat=0
split_feature=12 33 23 0 17 1 17 20 13 3 28 48 11 25 25 25 7 12 5 31 25 5 27 31 11 50 24 5 17 18
split_gain=42.6547 31.6643 26.4226 69.8307 46.2882 32.2604 27.3943 24.7839 22.0424 19.5467 17.8575 16.2929 19.8058 24.4043 14.1479 13.7381 12.5253 11.7118 17.8911 11.3119 11.1976 11.0931 10.3723 10.1854 9.94729 9.12847 8.28588 7.35608 21.3605 14.1565
threshold=-0.29080538451671595 -0.38968080282211298 -0.0014371092547662554 -0.0024267609696835275 1.3336718082427981 -0.0039877775125205508 -0.72142368555068959 -0.031473683193325989 -0.0039383406983688465 -0.0049783680588006965 -0.091163061559200273 -0.70983687043189991 -0.56275892257690419 -0.56538313627243031 -1.3255993723869322 -1.0366232395172117 0.15621263533830645 -0.28200684487819666 1.0777222514152529 1.4183647632598879 1.743238687515259 2.3094857931137089 0.0027266320539638404 -0.91383564472198475 -0.63790020346641529 -0.073131740093231187 -0.023042989894747731 0.059568816795945174 -0.51274240016937245 -0.020647044293582436
left_child=1 8 3 6 5 -5 10 23 9 24 -2 12 15 -14 22 -3 -6 18 -9 -16 -8 -19 -10 25 -1 -4 -25 28 -13 -29
right_child=2 11 7 4 16 -7 20 17 14 -11 -12 27 13 -15 19 -17 -18 21 -20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.00049871882721615397 0.0099896175735033309 0.024645243288334295 0.0070348058202354281 -0.0010966104719169303 0.005309463629569593 -0.0051885583137445228 0.00012704836923909063 0.0071552956194592893 -0.02683327128988712 0.095855174592640383 0.0023643807094524756 0.015851894953097839 -0.024960730288714011 0.00027512947282178361 -0.0095536765586810898 -0.0043510471575126395 -0.011780067717008708 0.00056799622425539418 -0.021337113801987148 -0.026730069984587095 -0.0036846294760450094 -0.0060105689583144859 0.066988174814320886 0.016085133527107085 -0.009622591930829219 -0.024031662478185382 0.0060629407289295402 0.017549570309248683 -0.0073735627955430197 0.00089598993008020429
leaf_weight=578.2629628777504 1120.0480737388134 76.502558305859566 60.651024162769318 8469.5403388887644 2078.1070147529244 14991.85310869664 48375.836958736181 1185.6235372275114 236.83458460122347 5.5038948059082022 3754.9089593440294 155.74456766247749 231.61991413682699 201.10041154921055 1019.3708629831672 114.732496060431 127.88329939544201 55449.304396644235 65.316115662455559 120.42524472624063 2266.3587972968817 729.49056848883629 3.3568682819604865 425.09568233788013 516.29185557365417 47.279322996735573 509.39115704596043 244.96955870091915 389.20446902513504 345.74768181145191
leaf_count=2593 4654 360 255 36238 9018 67899 196420 4957 1612 24 15496 651 1385 1046 5838 526 514 227689 283 665 9181 2995 17 1794 2448 201 2157 1021 1584 1436
internal_value=-0.000275473 -0.00551268 -0.000116483 -0.00073517 -0.00302122 -0.00371137 0.000321743 0.00074252 -0.00937079 -0.00377443 0.00411632 -7.49798e-05 -0.00695539 -0.0132327 -0.0138319 0.00724876 0.00431877 0.000595513 0.0056676 -0.0113684 -4.35333e-05 0.000482573 -0.025522 0.00884156 -0.00427541 -0.00657399 0.010622 0.00370524 -0.000735807 0.0078022
internal_weight=143896 4239.67 139657 81184.5 25667.4 23461.4 55517.2 58472.2 2480.05 1100.06 4874.96 1759.62 623.955 432.72 1379.99 191.235 2205.99 57429.7 1250.94 1139.8 50642.2 56178.8 240.191 1042.42 1094.55 107.93 934.487 1135.67 544.949 590.717
internal_count=600957 21206 579751 339420 113669 104137 225751 240331 13197 5065 20150 8009 3317 2431 8132 886 9532 235924 5240 6503 205601 230684 1629 4407 5041 456 3951 4692 2235 2457

Tree=146
num_cat=0
split_feature=12 33 23 23 6 21 29 13 12 28 17 8 52 9 53 28 28 25 45 23 23 14 49 50 33 27 17 17 20 26
split_gain=38.402 28.5845 23.6989 63.2495 58.5868 41.7483 22.6348 20.0561 16.827 16.0876 18.4669 13.3695 15.4274 18.6238 15.8188 15.1395 15.3619 13.0914 12.1531 10.8409 10.5575 12.1992 10.4992 10.0541 9.87674 9.80785 9.442 12.7972 11.9727 8.94959
threshold=-0.29080538451671595 -0.38968080282211298 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.19390438497066495 -0.25257809460163111 -0.0039383406983688465 0.015620198100805284 0.82581356167793285 -0.27572597563266749 -0.0081568323075771314 0.020225682295858863 -0.0013604582054540513 -0.054394239559769623 0.0015170393744483592 0.066140651702880873 -1.3255993723869322 -0.00083417174755595614 -0.0051477223169058553 -0.0004490460996748879 -0.44184967875480646 -2.7522958517074581 1.0045239329338076 -0.40393321216106409 0.0029211309738457207 0.19795469194650653 -0.56762114167213429 -0.033402459695935242 1.0807568430900576
left_child=1 7 3 9 5 -5 23 26 -6 18 -11 12 14 -14 -3 19 -17 25 -2 -13 21 -8 -22 -4 -25 -9 27 -1 -28 -19
right_child=2 11 6 4 8 -7 20 17 -10 10 -12 15 13 -15 -16 16 -18 29 -20 -21 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0079533754541284887 0.00087178989958616216 -0.0023031523331875263 0.0038847681047031644 -0.0089288101225387332 0.00015344956446545536 -0.001564551554311944 0.047293660560862698 -0.025711607418801439 -0.004282591415561701 -0.032127393899268088 -0.00034469463946339092 0.038582368150721483 -0.026908512964834059 -0.0030029693655893581 0.022192096714361797 0.022558702554497653 -0.0010826729511651122 -0.008799313036904911 -0.00072721440882031756 -0.0031842982602970841 -0.009450189999272442 0.002729663987822221 0.00035347599764401554 -0.013466856745093901 0.014297904434336784 0.073547330979220338 0.019244899492552415 0.005475651819257351 -0.0153987489991216 -0.02177332450334591
leaf_weight=364.44799156486988 36828.687697045505 536.02830069512129 1268.2527747750282 5989.4915235713124 10713.433314286172 3384.1649177223444 17.317364752292633 233.98235575482249 3096.1150173395872 92.461572803556919 115.50202307105064 18.244530081748962 151.23421623557806 231.93257992714643 85.927878931164742 207.55092476308346 122.93664702773094 956.87758557498455 20945.179831817746 404.14361953735352 308.69297072291374 4795.8812165856361 51524.215271174908 38.639863759279251 524.72045554220676 2.8301394879817954 31.366286091506481 439.97007531672716 262.80872122198343 176.97241638600826
leaf_count=1713 149781 2485 5310 30682 45110 13996 70 1615 13086 485 465 75 882 1119 399 865 513 5520 85815 1671 1273 19352 211956 164 2206 14 156 2019 1177 983
internal_value=-0.000261008 -0.00523778 -0.000110352 -0.000696412 -0.00303621 -0.0062701 0.000703078 -0.00891516 -0.000841115 0.000239125 -0.0144754 -7.25977e-05 -0.00407274 -0.0124384 0.00108105 0.00526778 0.0137644 -0.0131915 0.000292091 -0.00138024 0.000515578 0.00289 0.00029509 0.00650187 0.0123936 -0.0245254 -0.00357981 -0.000608476 -0.0117049 -0.0108243
internal_weight=143870 4227.25 139643 81165 23183.2 9373.66 58477.7 2469.26 13809.5 57981.8 207.964 1758 1005.12 383.167 621.956 752.876 330.488 1370.66 57773.9 422.388 56646.1 4813.2 51832.9 1831.61 563.36 236.812 1098.59 804.418 294.175 1133.85
internal_count=600957 21206 579751 339420 102874 44678 240331 13197 58196 236546 950 8009 4885 2001 2884 3124 1378 8132 235596 1746 232651 19422 213229 7680 2370 1629 5065 3732 1333 6503

Tree=147
num_cat=0
split_feature=12 1 28 49 6 0 17 6 6 17 53 7 17 53 12 28 14 35 31 43 43 8 7 23 53 23 3 18 23
split_gain=34.5634 27.4508 29.7385 26.5315 21.9846 117.809 51.6248 48.621 45.1602 30.4973 25.9403 24.5546 23.3958 23.0463 20.6786 18.8307 17.4533 16.0982 13.772 12.3806 12.3639 11.7176 9.71265 9.02137 7.44635 11.0502 8.43044 5.26597 4.7895
threshold=-0.29080538451671595 -0.0037464592605829235 0.0011342806392349305 0.080381860025227084 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 0.84846672415733349 -0.0032315314747393127 0.50155615806579601 5.3784809112548837 -0.025988317094743248 -0.72142368555068959 0.57454997301101696 -0.28028306365013117 -0.14907623082399366 -0.018039328046143051 1.3511918187141421 1.4183647632598879 3.2492598295211796 1.9860955476760866 -0.013574819080531595 -0.0032519351225346322 -0.05013183876872062 -0.053967500105500214 -0.0018377197557128964 -0.0051202028989791861 -0.020141409710049626 -0.0017762058414518831
left_child=1 23 16 21 5 12 7 10 9 -7 -6 -10 15 -9 17 -2 28 -8 -18 -14 -16 -4 -5 27 26 -26 -25 -1 -3
right_child=4 2 3 22 6 8 14 13 11 -11 -12 -13 19 -15 20 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30
leaf_value=0.091674126512349671 0.010797180447826687 0.020902066926917682 -0.019234825941949661 0.0015236103483763207 -0.0081633853033748066 -0.010319234938817878 0.0063295628313959316 -0.037899344079219945 -0.0073113713338950771 0.00093746006981756881 0.021038920824454254 -0.00061794531129977194 -0.00021122004225978804 0.0083746622304489478 0.00072899821075831934 0.0022375244492996928 -0.011329523106319935 -0.017010763963954734 -0.029428625423065385 0.0041155279000583533 -0.0032471374652960328 -0.00044791775519072255 0.017357315089842916 -0.0010963029169523649 0.054110322949295596 0.0050519745572245372 0.031246371727006322 0.011123228903822797 0.083395893063625187
leaf_weight=4.7459508925676346 870.7681050747633 8.5272022634744626 195.80725903064013 232.17702886462212 725.15443649888039 4977.6134210973978 2393.5955425053835 215.2074416950345 2164.2105669677258 782.32644401490688 96.859363675117493 5333.6987659484148 52039.20345506072 35.174173340201378 61472.81977468729 4224.2319506853819 1649.6518772952259 85.988854810595512 127.2023044526577 1926.4493457525969 2278.1786400675774 178.06184666603804 204.82980611920357 1512.0468157529831 17.105291798710823 52.426415205001831 22.982730597257614 4.3871861100196821 5.7797329425811759
leaf_count=20 3724 36 1032 1121 3181 25953 10034 1239 9505 3934 410 22862 211132 173 252782 17385 9558 371 710 7874 9192 807 858 6621 71 227 97 20 28
internal_value=-0.000247334 -0.00497545 -0.00834344 7.76533e-05 -0.000104573 -0.000746154 0.00058482 -0.0109508 -0.00526111 -0.00879033 -0.00472243 -0.00254995 0.000267357 -0.0313987 0.000771603 0.00370042 -0.0121558 0.00552015 -0.0126252 -5.67651e-05 0.000586909 -0.0102872 0.00894504 0.000455338 0.000156364 0.0171207 -0.000612063 0.0529808 0.0461484
internal_weight=143837 4215.73 2602.04 810.876 139621 72318.5 67303 1072.4 13257.8 5759.94 822.014 7497.91 59060.7 250.382 66230.6 5095 1791.16 2479.58 1776.85 53965.7 63751 373.869 437.007 1613.69 1604.56 69.5317 1535.03 9.13314 14.3069
internal_count=600957 21206 14150 3818 579751 302369 277382 5003 62254 29887 3591 32367 240115 1412 272379 21109 10332 10405 10268 219006 261974 1839 1979 7056 7016 298 6718 40 64

Tree=148
num_cat=0
split_feature=12 48 13 8 47 8 48 34 6 12 21 33 50 9 12 43 55 13 55 55 14 17 19 53 18 48 24 50 26 8
split_gain=31.0967 25.2608 29.0159 21.6698 20.0341 18.1056 16.3866 27.5071 32.5782 14.9815 14.6964 14.4736 14.4674 23.2694 14.2621 12.9021 12.4656 12.2905 11.9297 11.0571 10.8104 8.9557 8.91554 8.43331 8.43125 8.20477 8.84934 7.50458 7.31635 4.41469
threshold=-0.29080538451671595 -0.70983687043189991 -0.0039383406983688465 -0.020071133039891716 -1.9132293462753294 -0.014698492828756569 0.42069473117589956 1.3778149485588076 -0.0032315368298441167 -0.27941538393497461 -0.15731734037399289 -0.40207411348819727 -0.15213821828365323 0.00088458511163480591 1.0000000180025095e-35 1.0000000180025095e-35 1.4375481605529787 -0.073716893792152391 0.53411155939102184 -0.21331050992012021 -0.026575394906103608 0.3333574384450913 -0.014712039381265639 -0.055766416713595383 -0.0054064239375293246 1.5512264370918276 1.0737140178680422 0.5041189193725587 -1.354427635669708 0.015193636063486339
left_child=1 2 10 19 12 -5 7 18 -9 17 23 20 14 24 22 -11 -16 -8 -6 -4 -3 -12 -2 -1 -14 26 -13 -22 -15 -27
right_child=4 11 3 5 6 -7 9 8 -10 15 21 25 13 28 16 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0047944306664312424 -0.0079346054863094137 0.050675729033064075 0.015663451397425764 -0.024344641432399883 0.00015359351079630095 -0.010359939575474817 -0.037357935843608386 -0.01847446760229168 -0.0030009903192003947 0.00079751896297333247 0.03631473992515296 0.0016157437120355104 -0.0027181531085274176 0.03618918192827604 0.0028493668772083562 -0.0027467179950613676 -0.036882108395247221 0.0060039947072450771 -0.0011727050604362107 -0.0081156807681996429 -0.018807530034348582 0.0033243285839564853 -0.019948968401046277 0.022534590729919882 -0.043695627340482983 -0.057587332567227104 0.024537495260895201 -0.0031592786140995804 0.01058612851772868 0.0011440447531549207
leaf_weight=885.91888424754143 1172.8365466296673 8.0793574303388578 87.533988825976849 500.29145044460893 56089.02766378969 541.54478326439857 18.556796371936798 473.78121038526297 1977.5350643768907 45161.555611789227 42.240674927830696 1498.5779301971197 205.69096432626247 61.103467687964439 454.94611908495426 3082.0377270132303 23.318745717406273 1743.022600337863 28848.145898535848 147.46771678328514 180.50593350827694 51.046698942780495 203.62129889428616 32.895402446389198 15.142694950103758 9.9330930113792402 48.853873327374458 164.58390974998474 64.38986499607563 5.6343581676483145
leaf_count=4276 6230 33 500 3662 233925 3327 75 2635 8544 182603 180 6250 1161 324 2054 12811 98 7154 120641 824 784 220 1112 162 70 41 207 717 314 23
internal_value=-0.000234408 -0.00472496 -0.00848342 -0.0137962 -9.91364e-05 -0.0170754 -1.87732e-05 -0.000456615 -0.00599165 0.000746394 -0.00178098 -0.000235321 -0.00511556 0.00482825 -0.00697234 0.000571096 0.000912181 0.00554721 -0.000296872 0.000741626 -0.00992558 0.0182624 -0.00971191 -0.003816 -0.005528 0.00195425 0.0023394 -0.0113444 0.0230524 -0.0363306
internal_weight=143800 4205.11 2288.94 1276.84 139595 1041.84 137394 87388.5 2451.32 50005.2 1012.1 1916.17 2201.05 346.327 1854.72 48243.6 478.265 1761.58 84937.2 235.002 353.169 93.2874 1376.46 918.814 220.834 1563 1547.43 345.09 125.493 15.5675
internal_count=600957 21206 13151 8313 579751 6989 568388 365745 11179 202643 4838 8055 11363 1869 9494 195414 2152 7229 354566 1324 1534 400 7342 4438 1231 6521 6457 1501 638 64

Tree=149
num_cat=0
split_feature=12 33 23 23 28 54 19 14 49 24 28 17 48 11 25 46 35 28 17 12 5 46 9 9 17 14 8 49 12 19
split_gain=27.9932 22.8682 18.7377 50.5553 18.8325 22.6429 18.4266 15.9325 14.0896 14.0868 13.6214 16.0368 11.9703 15.4589 21.8309 12.2237 11.4175 10.8452 9.99842 9.91808 9.88763 10.2225 8.90106 8.62765 8.49303 8.20609 8.14551 7.36602 11.4838 7.77444
threshold=-0.29080538451671595 -0.38968080282211298 -0.0014371092547662554 -0.001615132321603596 0.0029482590034604077 1.2404580116271975 -0.02283820882439613 -0.0073571295943111173 -1.9591461420059202 -0.042809372767806046 0.82581356167793285 -0.27572597563266749 -0.70983687043189991 -0.56275892257690419 -0.56538313627243031 -0.0074589352589100591 -0.49636688828468317 -0.011837610043585299 -0.035947434604167931 -0.29634793102741236 2.3094857931137089 0.0083216610364615935 -0.57013636827468861 -0.025495304726064202 3.00213634967804 -0.049272425472736352 -0.031350562348961823 0.42030319571495062 -0.2920279055833816 -0.02401504851877689
left_child=1 7 3 10 5 -5 25 18 -6 17 16 -12 13 15 -15 -3 -2 -9 23 -20 22 -22 -8 -1 -11 26 -4 29 -29 -14
right_child=2 12 6 4 8 -7 20 9 -10 24 11 -13 27 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.020175156073463846 -0.00069095548838038587 -0.067841226461697698 0.0073721338532371844 -0.0035395333606973692 0.027168500654550662 0.0094077788687953537 0.0043035728174068578 0.0078177270975534688 0.00071641811901407607 -0.0051765175674644255 -0.030146517445539284 -0.00031924221838144706 -0.012304399347023614 -0.022784748004801996 0.0013158833041599883 0.0090799323215869487 0.00084725970589957897 -0.017980510070146762 -0.0018429063005704154 -0.021118189942410957 -0.014171257395912197 -0.00099256768384009433 0.00039378645040190655 -0.0002867001040435827 -0.034621853090362434 0.004932171621375268 0.099181893366081672 0.021361905939484303 -0.010138208632703672 0.0031858260942365562
leaf_weight=65.368779480457306 21723.765260867774 5.9905010163784018 5.7049977481365204 19769.631370954216 57.683690115809441 386.8490821570158 1687.081104978919 48.992573112249374 2911.1180173978209 787.10205025598407 90.159885436296463 115.49809250235558 101.75915007293224 224.83945275470614 199.03740004450083 185.56069527566433 36045.316065140069 696.53055579215288 182.30712849646807 127.3780242651701 258.83311477303505 457.69888418912888 53641.039475336671 505.48855999112129 28.512505270540714 2429.075942337513 5.1785346418619138 129.22566249966621 43.437181770801544 861.87243971973658
leaf_count=270 88253 26 23 88864 241 1570 6784 213 12199 4502 485 465 423 1385 1046 860 147343 4257 850 557 1065 1880 220416 2382 166 10142 21 540 179 3550
internal_value=-0.000222107 -0.0044888 -9.39273e-05 -0.000615393 -0.00271059 -0.00329104 0.000629184 -0.0078039 0.00123038 -0.0110193 0.00022035 -0.0133954 0.00013204 -0.00582119 -0.011468 0.00667433 0.000268822 -0.0162852 -0.00210332 -0.00977111 0.000432892 -0.00575311 0.000513005 0.00205638 -0.00620588 0.00513791 0.0510565 0.00335637 0.0134374 0.00155006
internal_weight=143778 4193.4 139585 81100 23125.3 20156.5 58484.6 2441.68 2968.8 1561.14 57974.7 205.658 1751.72 615.428 423.877 191.551 57769.1 745.523 880.542 309.685 56044.7 716.532 55328.1 570.857 815.615 2439.96 10.8835 1136.29 172.663 963.632
internal_count=600957 21206 579751 339420 102874 90434 240331 13197 12440 9138 236546 950 8009 3317 2431 886 235596 4470 4059 1407 230145 2945 227200 2652 4668 10186 44 4692 719 3973

end of trees

feature_importances:
Column_6=340
Column_7=302
Column_28=302
Column_17=221
Column_8=219
Column_9=203
Column_23=173
Column_48=146
Column_21=135
Column_33=125
Column_0=119
Column_1=118
Column_55=110
Column_34=109
Column_16=101
Column_24=90
Column_12=87
Column_25=87
Column_5=85
Column_46=83
Column_13=81
Column_14=75
Column_11=74
Column_18=69
Column_51=68
Column_26=67
Column_31=61
Column_3=59
Column_35=59
Column_29=57
Column_45=57
Column_20=54
Column_2=53
Column_19=53
Column_47=49
Column_49=49
Column_4=47
Column_27=45
Column_50=34
Column_22=28
Column_37=27
Column_53=27
Column_44=26
Column_15=23
Column_38=20
Column_52=14
Column_43=11
Column_54=7
Column_32=5
Column_39=2
Column_10=1
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: 0.053]
[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=0.053 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 2521 2606 2646 2618 2406 2615 2428 2613 2791 2540 2538 2446 2401 2418 2634 2546 2622 2440 2427 2718 2710 2705 2791 2695 2806 2412 2615 2434 2315 2513 2456 2539 2439 2425 2432 2343 2522 2170 2528 2248 2784 2751 3034 2840 3034 2934 2779 2788 2960 3044 3031 2973 2862 2971 2964 2953 2942 2959 2851 2946 2954 2774 2956 3023 2803 2881 3062 2753 2389 2864 2878 2684 2984 2691 2599 2777

Tree=0
num_leaves=25
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
decision_type=2 2 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 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=0.0010276682489444961 0.00011414030543984153 9.4437034418863732e-05 0.038135123586691293 0.009071755394231237 0.036627415435585522 9.3376265426640202e-05 0.00058788296842541968 0.00010221666919334448 9.7187528929291861e-05 0.010649433736452151 0.00011541666424695709 0.00041068463252491138 0.002500589028277325 0.00023648535459875887 -0.0026593246502937522 -0.0010745677675918566 5.6364601780790209e-05 7.2516447865745976e-05 -0.001020464563124037 0.00034963056985443184 -0.0010160437307883139 8.0158121145763899e-05 6.3123928501193139e-07 7.6274512594252399e-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=9.98649e-05 0.000472314 0.00758346 9.84482e-05 0.00020907 0.00144036 0.000130876 0.000646436 9.62308e-05 0.000163807 0.000884791 0.00013098 0.00121454 0.000100575 -0.000728785 9.34873e-05 5.48125e-05 0.000129216 5.63044e-05 0.000131834 -0.000196639 8.46585e-05 0.000106717 9.5702e-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 49 21 6 27 26 0 21 31 4 45 14 27 3
split_gain=0.0990039 1.72579 7.79798 0.0458494 0.353646 10.6818 0.122845 2.50252 0.0339717 0.294261 3.94076 0.0223513 0.0278656 0.0200339 0.0156757 0.0410511 0.0150923 0.0164167 0.0101802 0.00717711 0.00521693 0.00477717 0.00399513 0.00318442
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 -1.6757296919822691 0.29690591990947729 6.0551392380148179e-05 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 12 -3 19 18 -16 21 -18 -13 -4 -2 -10 -7 -5
right_child=3 11 13 4 5 22 7 -9 16 10 -12 14 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.035864549772491004 1.0523480259275449e-05 0.00020981405697660335 -0.0007043127865414135 -1.6556351861135309e-05 0.034588596188033428 -1.7357926973346325e-05 0.015683182461175602 -3.5641072458982787e-06 -6.2230569528217061e-06 0.0099874466585613848 1.1732190302640661e-05 0.00029135094489689408 0.0026539052628562786 -0.0017865718317639438 0.0001263842073828488 -0.0026159478781501884 -4.3205483310243115e-05 -0.00046474203512302285 -2.8894317018769812e-05 0.00052533665135488263 -9.6969611317611752e-05 -3.9121200079976296e-05 -0.00067564515474562842 -0.00064089137875809042
leaf_weight=21 19392 38 20 10167 26 634 30 598 511210 120 1523 335 20 21 46 23 27384 262 1663 40 1357 12707 27 23
leaf_count=21 19392 38 20 10167 26 634 30 598 511210 120 1523 335 20 21 46 23 27384 262 1663 40 1357 12707 27 23
internal_value=-2.99529e-06 0.000349714 0.00708397 -4.33694e-06 0.000100422 0.00126646 2.63723e-05 0.000745803 -6.43684e-06 5.75583e-05 0.00074033 2.64702e-05 0.0010526 -0.000377664 -2.32308e-06 -0.000787726 -9.03488e-06 -4.72004e-05 2.48005e-05 0.000115454 3.49335e-06 -7.02096e-06 -4.42471e-05 -1.79655e-05
internal_weight=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 2125 58 81 2067 69 551563 27646 1998 60 20749 523917 661 10190
internal_count=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 2125 58 81 2067 69 551563 27646 1998 60 20749 523917 661 10190

Tree=2
num_cat=0
split_feature=45 17 6 23 49 2 45 47 23 31 23 26 49 17 33 27 26 13 21 31 27 51 23 31 45
split_gain=0.0887876 1.54771 7.52398 0.0362893 0.208412 8.09371 20.4514 0.0581414 0.972576 0.0320964 2.84528 13.1052 0.0200448 0.0255396 0.0180434 0.0140581 0.036815 0.0125261 0.00992011 0.00912967 0.00861519 0.00784553 0.0075668 0.00526348 0.00413914
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 0.018759440630674366 -1.256108224391937 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.70996257662773121 -1.6757296919822691 0.18783452361822131 0.30081495642662054 0.16744337230920794 0.70929089188575756 0.25719563663005834 1.6111459732055666 -1.2844281196594236 -0.17727538943290708 2.5643361806869511 0.072871152311563506 0.34349249303340917 0.064614940434694304
left_child=1 2 14 4 5 24 -7 8 -6 17 11 -11 13 -3 -1 19 -17 20 -19 -14 -5 -9 -12 -16 -2
right_child=3 12 -4 9 7 6 -8 21 -10 10 22 -13 15 -15 23 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0017847019162960348 2.9633666284581224e-05 9.5247700284692516e-05 0.035855364233045833 0.0003175471256779464 -3.3088952246611728e-05 0.063579837874556316 -0.00021064221452858569 -2.556585417596911e-06 0.0061713758482738312 0.047368889060194486 -2.0072843572002799e-05 -0.00011005744104313839 0.00027590935578812592 0.0023687679967387457 0.00060205034782282178 0.0001196858365374678 -0.0024773025979267674 -3.0082650523388237e-05 -0.00016186953655074796 -2.7362919688589167e-05 -6.1969770331853352e-06 -0.00016485049197745961 -0.0003601727291938601 -0.00038285018142861579 -0.00029211251691958751
leaf_weight=20 2331 35 20 231 1072 20 48 23203 76 20 6628 89 335 23 27 46 23 44826 1664 1663 504077 868 189 35 118
leaf_count=20 2331 35 20 231 1072 20 48 23203 76 20 6628 89 335 23 27 46 23 44826 1664 1663 504077 868 189 35 118
internal_value=-2.83654e-06 0.00033118 0.00670852 -4.10708e-06 5.50633e-05 0.000514936 0.0185513 9.16541e-06 0.00037766 -7.04967e-06 0.000106334 0.00860168 2.50673e-05 0.000996816 -0.000400469 -2.19996e-06 -0.000745977 -8.4754e-06 -3.47997e-05 2.3486e-05 -6.04868e-06 -8.4089e-06 -2.9502e-05 4.60581e-05 1.4131e-05
internal_weight=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 2125 58 82 2067 69 550798 46490 1998 504308 24071 6817 62 2449
internal_count=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 2125 58 82 2067 69 550798 46490 1998 504308 24071 6817 62 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 0 21 13 1 46 46 21 29
split_gain=0.0405095 0.297492 13.5616 0.106821 2.11606 0.0335338 0.226866 3.36899 24.9912 0.208959 4.0914 0.0191551 0.0135799 0.0131666 0.0156027 0.0142385 0.00754158 0.00724173 0.00565624 0.00281889 0.0143642 0.00212081 0.00168056 0.00118667 0.00110674
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 0.10345410183072092 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=-5.4750261550703732e-07 -3.2042012978900855e-05 -0.00096146744200086682 0.041190614740550267 0.013967723034955269 0.00050996742835246998 -5.257063542775419e-06 -6.2958744472034093e-06 0.063387725091136243 -3.4810265725397991e-05 0.01603605334341781 -3.4340051829427916e-05 -0.00012713483931214896 -0.0012869518749729859 -3.1038312002911473e-05 -0.0010854336495789111 -0.00022334279889369912 0.00027414739038554483 -0.00025631100781481889 -0.00013717244376608323 -1.4963194432324469e-05 0.00012699759953000401 -2.2843174722070228e-05 -0.00032206485715463801 -8.9421795764985709e-05 -0.00034180458144489226
leaf_weight=47924 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 313 1465 76626 2320 10012 61 606 28
leaf_count=47924 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 313 1465 76626 2320 10012 61 606 28
internal_value=-2.6862e-06 9.51471e-05 0.00107363 2.18582e-05 0.000637862 -4.66534e-06 3.62198e-05 0.000561644 0.00804449 1.25911e-05 0.000820081 3.28185e-05 -9.58177e-05 -8.66499e-06 -3.80111e-05 -0.000403165 -2.30739e-05 -2.2071e-06 -3.49876e-05 -6.26306e-06 -4.50461e-06 -2.08397e-05 -5.52286e-05 -1.55474e-05 -1.0874e-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 0 55 47 6 31 33 27 0 21 33 55 29 14 27 46
split_gain=0.0772037 0.633365 9.72357 0.0365448 0.313325 9.48359 0.100729 2.03055 0.0305463 0.0273358 0.258093 3.49747 0.0270439 0.0260784 0.0163617 0.0231572 0.0119137 0.0118835 0.0136491 0.00990783 0.00609465 0.00514123 0.00405404 0.00339287 0.00321315
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 0.10345410183072092 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 -0.5827713906764983 0.66113388538360607 -1.2844281196594236 3.5300124883651738 0.16744337230920794 0.022381779737770561 5.3197524547576913 5.0220639705657968 -0.56434854865074147 3.1276371479034428 0.35130810737609869 0.089672453701496138 0.075994964689016356
left_child=1 8 -3 9 6 -6 24 -8 14 10 21 -12 -10 -14 15 -1 -16 22 -19 20 -4 -2 -11 -7 -5
right_child=3 2 19 4 5 23 7 -9 12 17 11 -13 13 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00017416281061237256 5.0610049982080872e-06 0.038275665645085701 0.00044408843563815026 -1.5992851341280477e-05 0.032585066467093735 -2.2878014408596054e-05 0.014126823267232006 -3.4577033825873366e-06 0.00030891430532973928 -5.2860653313676324e-06 0.0094027498033732015 4.8423624875639177e-06 -0.0027826222657857413 -0.00068431100907675893 -5.0607548067857792e-05 0.0015207131811156413 -0.0011741251071141084 -3.6118964230654789e-05 -0.00041524923311180316 0.00098807098557855558 -0.00019415180496355612 -0.00017765388430521293 -3.6482821135885531e-05 -0.00062952140832200074 -0.00023831624575944757
leaf_weight=287 20307 20 53 10004 26 634 30 598 33 507646 120 1523 28 41 1466 41 27 31671 269 28 203 442 11977 27 186
leaf_count=287 20307 20 53 10004 26 634 30 598 33 507646 120 1523 28 41 1466 41 27 31671 269 28 203 442 11977 27 186
internal_value=-2.54383e-06 0.000308922 0.00255692 -3.7286e-06 8.97981e-05 0.00118735 2.00978e-05 0.000671556 -4.64556e-05 -5.60336e-06 5.18022e-05 0.000691239 -0.00093898 -0.0015358 3.53757e-06 0.000342482 -7.09257e-05 -7.93387e-06 -3.9312e-05 4.15136e-05 -6.20161e-05 1.16877e-06 -6.00513e-06 -4.76577e-05 -2.0051e-05
internal_weight=587687 2227 304 585460 11505 687 10818 628 1923 573955 22392 1643 102 69 1821 328 1493 551563 31940 284 256 20749 519623 661 10190
internal_count=587687 2227 304 585460 11505 687 10818 628 1923 573955 22392 1643 102 69 1821 328 1493 551563 31940 284 256 20749 519623 661 10190

Tree=5
num_leaves=24
num_cat=0
split_feature=15 51 33 49 33 55 34 34 24 33 47 19 49 29 46 49 16 33 12 27 4 27 12
split_gain=0.14146 23.5563 42.7714 2.51172 7.675 0.0443067 0.367116 10.9831 0.218533 0.165963 2.59331 0.0290144 4.36477 14.4603 0.0246889 0.239428 0.0156311 0.0152249 0.0166003 0.0095667 0.00661173 0.0047571 0.00385416
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 -0.099575325846672044 2.0211037397384648 1.468370318412781 1.4774639606475832 -0.88231047987937916 0.50690898299217235 -1.256108224391937 0.089487399905920043 0.82905498147010814 1.3162586092948916 -0.046981150284409516 -1.3179033398628233 0.37658986449241644 1.8969854712486269 3.7603465318679814 0.016629584133625034 -0.14124661684036252 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 16 -14 15 -1 -13 20 -19 -6 -5 -16 -7
right_child=1 3 -4 17 19 6 7 8 -10 10 -12 12 13 -15 21 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00055699055539643017 -4.6328736335150704e-05 0.037811667560370368 0.096621120895617793 0.0007259725009346518 0.00037893616065890195 -1.1300743727494312e-05 0.03440421305768164 -0.0055462001168302124 -2.9399727794469694e-05 0.018354339412211075 0.00015924574109330719 -1.0077086410734329e-05 0.051451894515662573 8.753316974233176e-06 -5.4498960034149455e-06 -3.7340141532828825e-06 -0.000256327485616935 -8.9244496177751881e-05 -0.00050266917259027353 -0.00099492643720471593 -2.5442029135848734e-05 -3.0816176798956617e-05 -0.00039781523450582338
leaf_weight=2347 36 20 20 33 35 9957 27 21 510 23 508 6555 20 66 509361 24146 814 882 395 24 10176 21650 73
leaf_count=2347 36 20 20 33 35 9957 27 21 510 23 508 6555 20 66 509361 24146 814 882 395 24 10176 21650 73
internal_value=3.15122e-06 0.000186229 0.0344778 2.01824e-05 0.0094382 -5.41932e-07 0.00010423 0.00142912 -0.000247578 3.42283e-05 0.000947357 -2.60396e-06 0.000101262 0.0119723 -3.99287e-06 4.59403e-05 -3.72786e-05 -4.45942e-05 -0.000217124 -0.000179923 -2.30131e-05 -6.48411e-06 -1.41139e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 7369 11486 1277 59 10209 531011 10030
internal_count=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 7369 11486 1277 59 10209 531011 10030

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 0 23 49 2 47 31 23 2 25 49 13 0 31 33 18 33 46
split_gain=0.152514 1.27975 10.2046 0.479627 9.22606 0.0789393 2.8927 62.4318 0.0384618 0.0317869 0.183124 8.78057 0.0594186 0.0339091 2.58263 0.0272641 0.0152633 0.0142914 0.0112466 0.010412 0.00669115 0.00619664 0.00439544 0.00394755 0.00153421
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 0.018656997941434387 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 0.16301129013299945 1.4929645061492922 -0.72152602672576893 1.5329554677009585 0.022381779737770561 1.6359626650810244 0.85602346062660228 0.050692444667220123 0.56420373916625988 0.052580613642930991
left_child=1 2 -1 4 -3 9 22 -8 -6 10 11 -2 -12 19 -15 17 -17 -5 21 -11 -9 -4 24 -24 -7
right_child=5 3 18 15 8 6 7 20 -10 13 12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.031928007711931612 -8.0488220640754083e-06 0.036928068820096083 0.00019412443740136616 0.00027897644897935419 -0.00019870302109774681 -1.3732614566460644e-05 0.095840108010766561 1.998776797659251e-05 -0.0020291021916685791 -5.1820349986751011e-06 0.00039841435166655513 0.020866731153313594 -1.0278807943398911e-05 0.008242419281898037 -2.1190002164251443e-05 -0.00050727723645845383 -0.0020989727588370441 -2.0616398840951473e-06 0.0010855319511883276 -3.685495706920672e-05 -0.00054643104556155995 -0.00041768579615286873 -0.00012205725393391731 -0.0006390836472920195 -0.00033462517985546062
leaf_weight=32 2348 20 152 559 213 11887 20 335 38 505791 1048 58 21487 108 6507 110 20 5601 31 30938 71 67 160 56 42
leaf_count=32 2348 20 152 559 213 11887 20 335 38 505791 1048 58 21487 108 6507 110 20 5601 31 30938 71 67 160 56 42
internal_value=2.9842e-06 0.000251735 0.00374776 0.000101471 0.00228462 5.36994e-08 0.000131421 0.00442418 -0.000475815 -2.85226e-06 5.56533e-05 0.000495167 8.72765e-06 -5.53783e-06 0.000113726 7.41187e-06 -0.000752153 2.34417e-05 0.000140694 -7.00772e-06 -7.90658e-05 6.94962e-06 -1.91529e-05 -0.000256101 -1.48624e-05
internal_weight=587699 6843 282 6561 271 580856 12571 426 251 568285 24941 2406 22535 543344 6615 6290 130 6160 250 536729 406 219 12145 216 11929
internal_count=587699 6843 282 6561 271 580856 12571 426 251 568285 24941 2406 22535 543344 6615 6290 130 6160 250 536729 406 219 12145 216 11929

Tree=7
num_cat=0
split_feature=15 51 55 5 18 55 46 26 9 46 14 13 24 21 23 23 52 34 24 33 11 20 11
split_gain=0.119103 21.0181 43.8653 3.50568 6.52622 0.0380297 0.332524 2.41979 12.8667 1.5807 0.0255241 1.57657 16.9118 0.0218685 0.0193916 0.309674 0.0116915 0.0110726 0.0602243 0.00862781 0.0078399 0.00503974 0.00437327
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 1.6111459732055666 -0.034202711656689637 -0.036138864234089844 0.92578667402267467 1.468370318412781 -0.55068293213844288 3.5300124883651738 0.65635788440704357 0.037972055375576026 -0.29669740796089167
left_child=5 2 -2 4 -3 10 17 8 -8 -9 14 12 -12 20 15 -1 -15 19 -19 -7 -5 -16 -13
right_child=1 3 -4 13 -6 6 7 9 -10 -11 11 22 -14 16 21 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-8.0126350816994373e-06 0.095495204240711243 -0.00024321981378913428 -0.0024006174620298123 -0.00021961384571771018 0.037517009189937382 -1.445842531755722e-05 0.046817969070606154 0.0099377730970039747 -0.00059393555963543334 -4.1708541576838776e-05 0.050986626985031758 -0.0003031002431492613 -1.8023039174238286e-05 0.00016872882931211574 -4.8996352161873013e-06 0.00077612734897619 -0.00032364347279037627 -0.0030678513418701875 -0.00013850210422837936 0.00078580891433615001 -1.4110441282420348e-05 -3.1747364837040271e-05 -2.5039281704706713e-05
leaf_weight=21372 20 36 36 551 20 9141 20 46 82 1449 20 162 210 155 513000 1515 1075 21 322 38 9728 20422 8258
leaf_count=21372 20 36 36 551 20 9141 20 46 82 1449 20 162 210 155 513000 1515 1075 21 322 38 9728 20422 8258
internal_value=2.82604e-06 0.000170814 0.0325622 1.39686e-05 0.0132426 -5.62714e-07 9.65044e-05 0.000804232 0.00870252 0.000265352 -2.4731e-06 8.78695e-05 0.00441716 -5.03986e-05 -3.87783e-06 4.38933e-05 -0.000261597 -2.21935e-05 -0.00031785 -1.11454e-05 -2.51263e-05 -5.9275e-06 -3.03891e-05
internal_weight=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 11509 556309 22887 1230 9522 343 9179 10279 533422 8420
internal_count=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 11509 556309 22887 1230 9522 343 9179 10279 533422 8420

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 34 0 0 3 2 21 0 23 55 0 25 13 45 49 13 27
split_gain=0.131066 1.12632 12.6997 0.425017 8.41148 0.102577 2.00798 63.1665 0.299424 2.35621 0.0474925 0.0417701 0.0308679 0.0253812 0.019877 0.0198106 0.30144 5.30489 0.0134998 0.013253 0.00982561 0.00873705 0.0147261 0.00863912 0.00641256
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 0.038437766954302795 0.018656997941434387 -0.040705464780330651 0.16301129013299945 4.1274077892303476 -0.034956371411681168 -0.036138864234089844 -1.3123381733894346 0.10345410183072092 1.4929645061492922 0.67603379487991344 0.16386169940233233 0.59050405025482189 0.51408746838569652 0.06378022208809854
left_child=1 2 -1 4 11 15 8 -8 9 -7 -9 -3 -4 14 -5 16 24 -18 -10 -15 -14 23 -23 -17 -2
right_child=5 3 12 13 -6 6 7 10 18 -11 -12 -13 20 19 -16 21 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.038805451257378783 -8.3724344923189721e-06 -0.00026879046840258433 -0.0019236839683321506 -5.3879660206679269e-06 0.034364615568449067 0.00020693194023202948 0.095729426641329246 -7.6237338117190722e-05 -2.5402650770882608e-05 0.0079706956909632379 -0.0014499633087737224 -0.0021769692187111728 -0.00011633156961586252 -0.00050092371677244295 0.00038744640126591021 -5.3828315399674739e-06 0.013629568671284547 -2.1112011579885295e-05 -0.00023086645836503739 -0.0019841019775369206 0.00063140190580744388 5.9312162617052505e-05 0.00056248967678113472 -4.4140068163594887e-05 -0.00021647742745184334
leaf_weight=26 16041 212 23 5774 21 2056 20 420 17804 116 85 38 162 110 386 523252 85 1351 946 20 71 1398 185 16670 427
leaf_count=26 16041 212 23 5774 21 2056 20 420 17804 116 85 38 162 110 386 523252 85 1351 946 20 71 1398 185 16670 427
internal_value=2.67626e-06 0.000233273 0.00351305 9.23044e-05 0.00214741 -4.03785e-08 0.000113709 0.00335109 3.24722e-05 0.000621571 -0.000307459 -0.000558834 -7.13317e-05 3.76161e-06 1.9228e-05 -4.40136e-06 5.04498e-05 0.000786902 -3.5769e-05 -0.000729105 0.000111519 -6.21493e-06 0.000118117 -6.57945e-06 -1.37684e-05
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 2172 505 250 256 6290 6160 559409 17904 1436 18750 130 233 541505 1583 539922 16468
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 2172 505 250 256 6290 6160 559409 17904 1436 18750 130 233 541505 1583 539922 16468

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 24 17 0 55 34 34 23 17 24 55 0 49 49 33 51 27 0 1 33 17 51
split_gain=0.117541 0.564488 16.3953 38.8796 0.0906615 13.6456 50.8893 0.0407876 0.0409545 0.0295483 0.39798 10.282 0.103813 0.0245617 0.0391045 0.022441 0.0172148 0.232184 0.0170009 0.0333278 0.0160982 0.0114328 0.00800332 0.00658033 0.00449034 0.00215495 0.00117749
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 2.1598320007324223 0.024630161002278331 1.6445183753967287 -0.80106624960899342 0.029497007839381698 2.0211037397384648 1.468370318412781 1.4774639606475832 -0.030672303400933739 -0.8243863284587859 1.4374936223030093 -0.86687135696411122 -0.034956371411681168 -1.3179033398628233 -0.602250576019287 1.7446963191032412 2.5643361806869511 0.16744337230920794 0.019731597974896434 -0.021200205199420449 0.18418574333190921 -0.46875013411045069 -0.23708871006965634
left_child=1 13 3 -3 9 6 -6 8 -4 16 12 -12 -11 14 15 -1 17 -2 19 -15 -20 -9 -18 -7 -25 -5 -8
right_child=4 2 7 25 5 23 26 21 -10 10 11 -13 -14 18 -16 -17 22 -19 20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0011657584975421286 0.00058004720144813583 0.088649562597354264 -0.00040737370777642356 0.00024747444056647509 0.095265409373318871 -0.00080284216299696706 -8.8175880014854812e-06 6.1695782527206429e-05 -0.0028319299550824194 0.00063081264402947766 0.033983754084313172 -0.00032725782411260548 -2.9930798446408782e-05 9.191156679864042e-05 -0.0028213735123106742 5.2946904236777629e-05 -4.4488844465664198e-06 -1.6988197224795107e-05 5.602485876928743e-06 0.0012232939735206845 -0.000252579511584676 -0.00047713403354333184 -3.1071289853035773e-05 -2.7449177037730231e-05 -0.00014309783607397258 -0.00049062669500972021 -0.00046193702950426995
leaf_weight=64 2038 20 65 20 20 32 49 1185 28 718 26 435 9580 459 20 126 507334 17903 3796 87 826 122 33835 7789 1073 25 24
leaf_count=64 2038 20 65 20 20 32 49 1185 28 718 26 435 9580 459 20 126 507334 17903 3796 87 826 122 33835 7789 1073 25 24
internal_value=2.53442e-06 0.00022091 0.00114321 0.0271642 -3.82384e-08 0.000166992 0.0203633 -6.49101e-05 -0.00113735 -2.66313e-06 8.43393e-05 0.00160785 1.61377e-05 -3.03299e-05 -0.000592213 -0.000357564 -4.33136e-06 4.40297e-05 -7.498e-06 0.000272187 -4.05374e-05 1.13995e-05 -6.11337e-06 -4.41912e-05 -4.14518e-05 -0.000162582 -0.000157788
internal_weight=587699 6843 1465 65 580856 8987 93 1400 93 571869 10759 461 10298 5378 210 190 561110 19941 5168 546 4622 1307 541169 8894 8862 45 73
internal_count=587699 6843 1465 65 580856 8987 93 1400 93 571869 10759 461 10298 5378 210 190 561110 19941 5168 546 4622 1307 541169 8894 8862 45 73

Tree=10
num_cat=0
split_feature=15 51 25 16 9 46 46 55 31 15 19 3 33 22 15 29 23 16 45 55 55 33 23 13
split_gain=0.107394 20.9582 40.5194 1.17573 8.41113 0.022378 0.211365 2.211 24.305 0.0461477 0.543007 0.019176 0.0171537 0.0194381 0.0143418 0.01267 0.00938253 0.0254697 0.00740747 0.0069922 0.00458443 0.748665 0.00273055 0.00232921
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 4.1410574913024911 1.2451480031013491 0.97922730445861828 0.26526831090450292 -0.20092472434043882 0.31612175703048712 0.16386169940233233 2.0211037397384648 2.1799244880676274 0.50690898299217235 -0.13942492008209226 0.15139411389827731
left_child=5 2 -2 4 -3 6 9 8 -8 11 -11 -1 18 -14 -6 20 17 -17 -5 -18 23 -22 -9 -7
right_child=1 3 -4 12 14 15 7 22 -10 10 -12 -13 13 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25
leaf_value=-1.1341726414119583e-05 0.092874290976199689 0.036661067725174502 -0.0038859315833429833 -4.9269704717715571e-05 0.00016890793289231593 -4.1603370530533989e-06 0.05981056624453291 -0.00061660933560155431 -7.0637559844597339e-05 0.0043059508854044054 -9.3872441884379629e-07 -0.0011446694356025957 -9.8637045750874468e-05 -0.00075399512213811931 -0.00097573464308206006 -0.00020284877884687807 -3.2176157486620592e-05 -0.0021822176088578996 0.00011725294878879331 -0.00020868757120544583 -3.587405502095777e-05 0.0047081941630505745 -9.148787632016958e-06 -1.5484848518440629e-05
leaf_weight=28064 20 20 31 10037 62 445551 21 21 204 89 1081 42 343 202 61 210 34905 20 811 642 5694 95 2037 57615
leaf_count=28064 20 20 31 10037 62 445551 21 21 204 89 1081 42 343 202 61 210 34905 20 811 642 5694 95 2037 57615
internal_value=-1.33466e-06 0.000158421 0.0340593 8.54771e-06 0.00478443 -4.54674e-06 3.88438e-05 0.000530016 0.00551827 5.41213e-07 0.000326679 -1.30353e-05 -5.13971e-05 -0.00034154 -0.00039876 -7.06057e-06 -3.75473e-05 -0.000374968 -3.68204e-05 -3.53641e-05 -4.91751e-06 4.19782e-05 -1.53474e-05 -5.45705e-06
internal_weight=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 11393 545 123 544732 35777 230 10848 35547 508955 5789 2058 503166
internal_count=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 11393 545 123 544732 35777 230 10848 35547 508955 5789 2058 503166

Tree=11
num_cat=0
split_feature=32 51 50 49 7 46 49 3 26 32 49 16 7 12 27 21 31 29 23 16 55 55 33 0
split_gain=0.0963117 18.7955 40.9526 1.9082 7.71565 0.0200688 0.192486 8.62022 19.3876 0.0406987 0.920648 0.0178804 0.0252929 0.0174284 0.017107 0.0153506 0.0136366 0.0113626 0.00841434 0.0228414 0.00627066 0.00411136 0.67141 0.00228417
threshold=0.55725386738777172 -0.044410638511180871 0.61834242939949047 -0.12514873594045636 0.049564968794584281 -0.046981150284409516 -1.3179033398628233 -0.019768025726079937 -1.0118052959442136 0.29597815871238714 -0.24442419409751889 -0.82018077373504628 0.012789621949195864 2.6138280630111699 -0.12079723551869391 1.6111459732055666 0.27495014667510992 0.26526831090450292 -0.20092472434043882 0.31612175703048712 2.0211037397384648 2.1799244880676274 0.50690898299217235 0.015041720587760212
left_child=5 2 -2 4 -3 6 7 14 -9 13 -11 12 -5 -8 -1 -13 -6 21 19 -19 -20 23 -23 -7
right_child=1 3 -4 11 16 17 9 8 -10 10 -12 15 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 -25
leaf_value=0.00056492997593696236 -0.0058933580225679063 0.036723883755010317 0.091382688100205264 -0.00034820755336141551 -0.0012972799016282806 -4.310827898355435e-06 -9.4834454750105655e-06 -0.00021225597869192295 0.062950114397145804 0.0070606656898569231 -1.6748966727112962e-05 -2.3342042911693588e-05 -0.0023420207768102132 -0.00023575341770040625 -1.889770144044276e-05 -0.00022391524916927206 0.00021219135905768531 -0.0001920977922837643 -3.0470820253852719e-05 -0.0020665600714273751 -0.00019762712684560254 -3.3972730581907694e-05 0.0044586598238198537 -2.0047341602637426e-05
leaf_weight=149 31 20 20 120 40 475764 26506 43 20 54 1176 10107 21 992 2619 1199 29 210 34905 20 642 5694 95 27402
leaf_count=149 31 20 20 120 40 475764 26506 43 20 54 1176 10107 21 992 2619 1199 29 210 34905 20 642 5694 95 27402
internal_value=-1.26393e-06 0.000150025 0.0322541 8.09468e-06 0.00773865 -4.30577e-06 3.67851e-05 0.000453747 0.0198393 -4.30439e-06 0.000293967 -5.20101e-05 -0.000645158 -1.76462e-05 1.25294e-05 -4.46128e-05 -0.000662864 -6.68636e-06 -3.55573e-05 -0.000355095 -3.34898e-05 -4.65688e-06 3.97533e-05 -5.16783e-06
internal_weight=587878 11587 51 11536 89 576291 31559 2831 63 28728 1230 11447 141 27498 2768 11306 69 544732 35777 230 35547 508955 5789 503166
internal_count=587878 11587 51 11536 89 576291 31559 2831 63 28728 1230 11447 141 27498 2768 11306 69 544732 35777 230 35547 508955 5789 503166

Tree=12
num_cat=0
split_feature=15 51 8 5 14 49 5 46 46 49 2 5 7 21 20 55 51 12 55 49 55 19 13
split_gain=0.0863732 16.856 40.0468 3.31187 6.14068 0.0251885 0.0255684 0.0179978 0.185517 2.18906 25.5026 0.0385094 2.52585 0.0127833 0.0102644 0.0102388 0.00925954 0.00616829 0.00515937 0.0047226 0.00397545 0.178246 0.00253854
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.29874807596206659 0.5882677733898164 -0.12514873594045636 0.48079980909824377 -0.046981150284409516 -0.049751374870538705 -1.3179033398628233 -0.0071547953411936751 1.1715012192726137 0.0301437471061945 1.6111459732055666 0.028632787056267265 2.0211037397384648 0.2803033739328385 3.7603465318679814 -1.3571162819862364 -4.8961670398712149 2.1799244880676274 0.0089603210799396055 0.18134926259517672
left_child=7 2 -2 4 -3 6 -5 8 11 10 -10 17 -13 -7 20 19 -17 -1 -11 -16 22 -22 -9
right_child=1 3 -4 5 -6 13 -8 14 9 18 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-1.0082767707249927e-05 0.089015664785355331 0.036390884544175064 -0.0071785937910298662 -0.0026141474790405484 -0.0010456632040343266 -2.6479114374166935e-05 -0.00045473835703333903 -4.0174169909541469e-06 -0.00024553659493417677 -0.00030181538842445507 0.062582321538602992 0.018970448749389197 -1.339096216485312e-05 -0.00020809717027378097 -0.00069946614201374662 -0.00097130153550795519 -0.00020554401609165752 -0.00017019864526010607 -9.2024985140642634e-06 -3.4085449324879648e-05 -3.5175561991581013e-05 0.0011881559974033305 -1.667560117931827e-05
leaf_weight=27303 20 20 31 20 32 10178 67 464495 196 186 20 20 1260 1219 30 50 393 693 1881 24632 5557 356 49219
leaf_count=27303 20 20 31 20 32 10178 67 464495 196 186 20 20 1260 1219 30 50 393 693 1881 24632 5557 356 49219
internal_value=-1.19694e-06 0.000142074 0.0305446 7.66567e-06 0.013353 -5.27626e-05 -0.000951154 -4.07756e-06 3.48355e-05 0.000494995 0.00557186 -1.04868e-06 0.000283232 -4.59046e-05 -6.33198e-06 -3.94312e-05 -0.000291973 -1.40462e-05 -3.55334e-05 -3.48948e-05 -4.73284e-06 3.84767e-05 -5.2302e-06
internal_weight=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1280 11397 544732 25105 443 27996 2067 24662 519627 5913 513714
internal_count=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1280 11397 544732 25105 443 27996 2067 24662 519627 5913 513714

Tree=13
num_cat=0
split_feature=15 51 28 5 9 49 5 23 24 24 5 47 21 0 29 12 21 3 35 1 6 18 22
split_gain=0.0774603 15.1166 39.6497 2.97011 5.95784 0.0225892 0.02293 0.0198324 0.163283 6.59791 21.202 0.2552 0.0114642 0.0101869 0.0100317 0.0272849 0.0124997 0.00943439 0.0105131 0.00844891 0.0105281 0.0100445 0.00544644
threshold=0.55725386738777172 -0.044410638511180871 0.022439152002334598 -0.29874807596206659 0.042827455326914794 -0.12514873594045636 0.48079980909824377 -0.030672303400933739 0.5656343698501588 0.57776576280593883 -0.60571938753128041 -1.256108224391937 1.6111459732055666 -0.13058857619762418 0.52313467860221874 0.89294114708900463 7.5341277122497567 -0.068303842097520814 -0.3301596194505691 0.081908166408538832 -0.12874561548233029 0.15410324186086657 1.6656646132469179
left_child=7 2 -2 4 -3 6 -5 8 19 10 -10 -11 -7 17 15 -15 -16 18 -9 21 -21 -1 -19
right_child=1 3 -4 5 -6 12 -8 13 9 11 -12 -13 -14 14 16 -17 -18 22 -20 20 -22 -23 -24
leaf_value=-2.5731486012351002e-05 0.087106144497543572 0.035337608354934491 -0.0086099417133316935 -0.0024755976568441741 -0.0015373941154248315 -2.507572038591111e-05 -0.0004306372252209094 0.00051067442781652724 0.062674677673733095 0.001746264968842231 3.9537790934056311e-05 -2.2104794404467701e-05 -0.00019706802103902862 -5.4827486351763442e-06 -4.0905123731262597e-05 0.00020443842664420931 -0.00071752353000929716 0.00054896071061114396 -0.00090830089712981132 -0.0002024894745154159 -0.0012813462605855118 0.00014893736940705462 0.0017574156106385998
leaf_weight=21195 20 20 31 20 32 10178 67 55 20 241 63 4697 1219 527645 19328 1745 77 22 20 166 30 967 20
leaf_count=21195 20 20 31 20 32 10178 67 55 20 241 63 4697 1219 527645 19328 1745 77 22 20 166 30 967 20
internal_value=-1.1335e-06 0.000134544 0.0289258 7.25939e-06 0.0126453 -4.99661e-05 -0.000900743 -3.86145e-06 4.01621e-05 0.000313286 0.0151323 6.42008e-05 -4.34717e-05 -6.05729e-06 -6.16271e-06 -4.7908e-06 -4.359e-05 0.000488432 0.000132281 -2.11741e-05 -0.000367621 -1.81101e-05 0.00112442
internal_weight=587878 11587 51 11536 52 11484 87 576291 27379 5021 83 4938 11397 548912 548795 529390 19405 117 75 22358 196 22162 42
internal_count=587878 11587 51 11536 52 11484 87 576291 27379 5021 83 4938 11397 548912 548795 529390 19405 117 75 22358 196 22162 42

Tree=14
num_cat=0
split_feature=15 51 0 49 17 16 9 23 49 7 28 23 47 45 17 45 0 34 31 45 33 7 29
split_gain=0.0694671 13.5567 39.97 1.72688 7.20381 0.0533262 0.0279504 0.0177859 0.15539 6.50805 20.9536 0.0498513 0.952724 0.0244892 0.0423677 0.0224114 0.0168603 0.0147913 0.0120661 0.0116255 0.0104852 0.00955089 0.00731882
threshold=0.55725386738777172 -0.044410638511180871 0.029497007839381698 -0.12514873594045636 -0.66980478167533863 -0.82018077373504628 0.024730357341468338 -0.030672303400933739 -1.3179033398628233 0.020215564407408241 -0.0035241957521066065 -0.032262491062283509 -1.256108224391937 -0.17180078476667401 -0.8243863284587859 -0.17180078476667401 -0.13058857619762418 -1.2955430150032041 0.26072873175144201 0.089111424982547774 4.1410574913024911 0.10147023200988771 0.20116965472698214
left_child=7 2 -2 4 -3 6 -5 8 9 15 -11 19 -13 14 -9 -1 18 -16 -15 -10 -7 -6 -18
right_child=1 3 -4 5 21 20 -8 13 11 10 -12 12 -14 16 17 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.00086620664355952653 -0.010294335955032898 0.035368302586011126 0.085807640192750848 -0.00285842748212495 -0.0017331007235363359 -2.6186757167238009e-05 -0.00076248426470726068 -0.002526197553053498 -1.6128206376829463e-05 0.062290649586188372 -0.00035050108919628352 0.0064228933878744503 6.0045738079251654e-06 0.00039175317955940055 -0.00094629059080917298 -7.6408066803258771e-05 -3.6270443075965023e-06 -0.00011935488560008976 0.0018702318500261753 -0.000267690556223625 -0.00026721810481165485 -0.00035871322519248064 -2.5092225482670058e-05
leaf_weight=73 31 20 20 21 20 10774 120 25 22752 20 60 68 1470 69 75 2408 499406 320 20 528 532 49 48997
leaf_count=73 31 20 20 21 20 10774 120 25 22752 20 60 68 1470 69 75 2408 499406 320 20 528 532 49 48997
internal_value=-1.07342e-06 0.000127413 0.0273927 6.87464e-06 0.00736098 -5.03032e-05 -0.00107465 -3.65679e-06 3.80335e-05 0.000431092 0.0153098 -2.52664e-06 0.000289716 -5.73625e-06 -0.000410286 -4.86729e-05 -5.42647e-06 -0.000276368 0.000723996 -2.18337e-05 -3.75284e-05 -0.000757086 -5.54485e-06
internal_weight=587878 11587 51 11536 89 11447 141 576291 27379 2561 80 24818 1538 548912 420 2481 548492 395 89 23280 11306 69 548403
internal_count=587878 11587 51 11536 89 11447 141 576291 27379 2561 80 24818 1538 548912 420 2481 548492 395 89 23280 11306 69 548403

Tree=15
num_cat=0
split_feature=14 3 34 29 19 25 15 21 5 29 17 45 28 15 45 46 20 19 29 13 17 45 50 15 31
split_gain=0.0557495 0.825744 17.2855 0.85226 24.9761 37.4273 0.271309 0.0305637 0.0240067 0.0178381 0.0189008 0.0229693 0.0181317 0.0151588 0.00970893 0.00945063 0.00925347 0.0103401 0.374812 0.00876194 0.00624066 0.0304662 0.005619 0.00434956 0.00375508
threshold=0.47881264984607702 -0.038793424144387238 0.63067111372947704 0.046723101288080222 0.0018821083358488979 0.49654707312583929 0.55725386738777172 1.6111459732055666 1.989282548427582 3.1276371479034428 -0.83368489146232594 -0.092140045017003999 -1.6048619151115415 1.4659503102302553 -0.092140045017003999 0.086264569312334075 0.0057754325680434713 0.0089603210799396055 0.11861881241202356 -1.3210638761520384 -0.85420712828636158 -0.17180078476667401 -0.53801041841506947 0.55725386738777172 -2.407101988792419
left_child=9 2 14 4 6 -6 -3 19 -9 16 11 -11 -12 -14 -2 -16 17 23 -19 -5 21 -18 -13 -1 -22
right_child=1 3 -4 7 5 -7 -8 8 -10 10 12 22 13 -15 15 -17 20 18 -20 -21 24 -23 -24 -25 -26
leaf_value=-4.1364200931348449e-06 -0.0012082896105074768 -4.292075768843504e-05 0.050491654111594834 -0.00063771407093084762 0.094223564765189075 -2.0505551469576511e-05 -0.0031898059457754631 -0.00017150674462649887 -0.00068484552775336315 -0.0024214483556114943 -0.0015969012345206769 -0.00089015579836537924 -0.0001815932228753972 0.00051303620302455032 -0.00026082245642540487 0.00030363597853754967 -0.0016595024843215167 0.0023390800258849876 -1.4005323365297931e-05 -3.0314406017809642e-05 0.00016152096308357202 -9.52648189442924e-05 0.00026578254552025879 -0.00055005137341433469 -2.1847767266586812e-05
leaf_weight=483893 21 918 20 67 20 29 84 1177 327 23 24 27 1093 96 208 139 36 197 5466 15510 315 1229 21 41 76260
leaf_count=483893 21 918 20 67 20 29 84 1177 327 23 24 27 1093 96 208 139 36 197 5466 15510 315 1229 21 41 76260
internal_value=-3.5478e-06 8.69457e-05 0.00250622 3.51765e-05 0.00150003 0.0384465 -0.000306731 -5.49565e-05 -0.000283117 -6.49466e-06 -0.000203817 -0.00104431 -0.000154621 -0.000125509 -0.000101684 -3.47137e-05 -6.04815e-06 -3.34947e-06 6.7852e-05 -3.2927e-05 -2.30223e-05 -0.000139781 -0.000384433 -4.18267e-06 -2.10935e-05
internal_weight=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 368 347 567437 489597 5663 15577 77840 1265 48 483934 76575
internal_count=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 368 347 567437 489597 5663 15577 77840 1265 48 483934 76575

Tree=16
num_cat=0
split_feature=49 8 19 21 0 23 15 51 49 17 45 47 33 17 8 21 2 51 20 55 19 51 21 17
split_gain=0.052191 4.59745 58.4395 0.0339226 0.0669973 0.116596 0.0222205 1.48843 0.0627702 0.0394627 0.0391188 2.67509 15.3587 0.0238477 0.01532 0.0112774 0.00969951 0.0381971 0.00805808 0.00927083 0.0080908 0.00797713 0.00357097 6.49653e-05
threshold=2.1410850286483769 0.02486436348408461 0.00092594261514022957 0.98777830600738536 0.038437766954302795 0.010622751433402302 0.55725386738777172 -0.044410638511180871 -0.12514873594045636 -0.64974486827850331 -0.092140045017003999 -1.256108224391937 -0.21832937002182004 -0.8243863284587859 0.036101792007684715 4.1274077892303476 0.030628359876573089 -0.044410638511180871 0.0057754325680434713 2.0211037397384648 0.0089603210799396055 -0.073427252471446977 0.50298538804054271 1.5450143218040469
left_child=6 2 21 16 14 -6 10 -8 9 -9 11 12 -1 -13 -5 -10 22 -18 20 -20 -12 23 -3 -2
right_child=1 3 -4 4 5 -7 7 8 15 -11 18 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.050319392990181809 -1.3941838722486153e-06 -9.7379898511789521e-06 0.09412187529182936 -0.0016316408966922608 -0.0052987332826568961 -0.00063229982752818618 -0.011153434902977417 -0.0035689788748626597 -2.2038246758777533e-05 -0.00084476195191037135 -3.8759573806204574e-06 -0.00055667196530431544 -0.0011333940346049732 -8.0367279161941659e-06 -0.00012237077325284447 -0.00027530944173638722 -0.0011130609524305098 -6.8847339982528499e-05 -1.902909236542063e-05 -0.00015628149967059296 5.7874062349028232e-05 -0.0011148154696935307 -0.00027271315858717177 -0.00010146692111429728
leaf_weight=20 205 10917 20 20 21 53 34 20 9817 59 475303 233 88 4963 341 520 111 867 75998 1408 6036 20 147 20
leaf_count=20 205 10917 20 20 21 53 34 20 9817 59 475303 233 88 4963 341 520 111 867 75998 1408 6036 20 147 20
internal_value=-3.35977e-06 0.000102734 0.00701066 -4.39838e-05 -0.000503785 -0.00195656 -5.71286e-06 -8.22916e-05 -4.61531e-05 -0.00153444 -4.2941e-06 0.000138963 0.0083949 -3.26387e-05 -0.000205987 -3.4779e-05 -2.73741e-05 -0.000187362 -5.654e-06 -2.15257e-05 -3.10161e-06 -0.000100455 -1.3232e-05 -1.02895e-05
internal_weight=587241 12742 265 12477 435 74 574499 10450 10416 79 564049 5304 108 5196 361 10337 12042 978 558745 77406 481339 245 11064 225
internal_count=587241 12742 265 12477 435 74 574499 10450 10416 79 564049 5304 108 5196 361 10337 12042 978 558745 77406 481339 245 11064 225

Tree=17
num_cat=0
split_feature=5 7 27 24 12 33 34 6 28 15 29 33 33 17 19 18 26 17 12 49 55 23 29 17 23
split_gain=0.0484058 12.0089 49.2163 0.0837964 0.0250512 0.0273371 0.0493191 0.0317802 0.0281131 0.0236411 0.432013 0.0238385 0.0222625 0.0209321 0.0156724 1.09556 16.8418 0.0184257 0.00905354 0.00454302 0.00372397 0.00263035 0.0109256 0.00211374 0.00101471
threshold=2.1598320007324223 0.024630161002278331 0.016629584133625034 2.2375206947326665 3.7603465318679814 6.7063963413238534 1.1682793498039248 -1.2947556376457212 -0.04837903939187526 0.55725386738777172 1.0000000180025095e-35 0.3683928400278092 5.0220639705657968 -0.0090104695409536344 0.089487399905920043 0.0094458493404090422 -1.3378882408142088 -0.85420712828636158 0.19951766729354861 2.1410850286483769 2.1799244880676274 0.072871152311563506 0.046723101288080222 -0.59061738848686207 -0.018661800771951672
left_child=4 2 3 -2 14 7 13 8 -6 21 -11 -12 -9 -7 18 16 -16 -17 20 -20 -1 24 -23 -5 -3
right_child=1 9 -4 23 5 6 -8 12 -10 10 11 -13 -14 -15 15 17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=-3.5922336615749767e-06 -0.0043194001029474745 -0.0002589352397164327 0.092713602733612052 -0.00069641012917968513 -0.00036594501055272607 -0.00075858302787202095 -0.0028630466034429937 -0.00010435187354605064 -0.0022393822698679286 -0.0072926579227156861 -5.74608209931089e-05 -0.00046336210947011254 0.00070194765277896637 0.00023241844445715546 -7.2020730661191237e-05 -0.00049337893278457218 0.050201625344817515 -3.2572510165715953e-05 -2.1541149035378683e-05 -0.00010671070551659182 3.925612445885184e-05 -0.0012085228476056795 -1.3133461533427527e-05 2.4506019368554771e-06 -1.6835574079189941e-05
leaf_weight=494342 20 49 20 20 63 192 26 1455 35 24 1861 520 103 87 292 251 20 8435 65247 1808 5764 27 105 31 6444
leaf_count=494342 20 49 20 20 63 192 26 1455 35 24 1861 520 103 87 292 251 20 8435 65247 1808 5764 27 105 31 6444
internal_value=-3.1817e-06 0.000117963 0.0192751 -0.00141183 -5.093e-06 -0.000194202 -0.000655301 -0.000109278 -0.00103503 -7.50933e-05 -0.000217425 -0.000146108 -5.10471e-05 -0.000449561 -4.44935e-06 6.49495e-05 0.00315065 -4.58885e-05 -5.55036e-06 -2.38376e-05 -3.09838e-06 -2.34242e-05 -0.000257645 -0.000271612 -1.86626e-05
internal_weight=587241 9121 91 71 578120 1961 305 1656 98 9030 2405 2381 1558 279 576159 8998 312 8686 567161 67055 500106 6625 132 51 6493
internal_count=587241 9121 91 71 578120 1961 305 1656 98 9030 2405 2381 1558 279 576159 8998 312 8686 567161 67055 500106 6625 132 51 6493

Tree=18
num_cat=0
split_feature=49 7 5 19 3 51 21 32 51 5 49 14 14 13 18 51 25 3 27 0 21 1 17
split_gain=0.0481167 8.44782 52.9835 0.0400101 0.029433 0.237693 0.0349689 0.0210168 1.34325 0.0661535 0.0521589 0.0179283 0.0154088 1.31307 16.2349 0.00997299 0.0163094 0.0065146 0.00599317 0.00459138 0.0109273 0.00269939 0.000371847
threshold=2.1410850286483769 0.024630161002278331 1.8617231845855715 -0.012017900124192236 0.045459374785423286 -0.053226968273520463 1.6111459732055666 0.55725386738777172 -0.044410638511180871 -0.29874807596206659 -0.12514873594045636 0.77122130990028392 0.47881264984607702 -0.058344095945358269 0.020303746685385708 3.3942130804061894 0.50806447863578807 0.10860868543386461 0.06378022208809854 0.038437766954302795 0.19851075857877734 -0.02983423043042421 0.30921952426433569
left_child=7 2 3 22 19 -6 -7 12 -9 11 -11 -10 15 14 -14 18 -17 -15 -1 21 -21 -3 -2
right_child=1 4 -4 -5 5 6 -8 8 9 10 -12 -13 13 17 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-4.0665046952435835e-06 5.8311117539687987e-06 0.00034134101668017438 0.092906676965850199 -0.0026551535542828787 -0.0049502612564897089 -9.3564727728472901e-05 -0.0012218768107817026 -0.010597118951051551 -0.0029357574428245424 -0.0014011506167335961 -2.5419187859653833e-05 -0.00099900836923364389 0.049647446989051242 -4.6962632663136501e-05 -0.00029545689565042637 -1.9770412156997536e-05 -0.00044804144171137157 0.00029336648894982234 -5.4262568740949603e-05 -0.00010728621724537629 -0.0014782819236970682 -1.5102112886038252e-05 -0.00024648984738866192
leaf_weight=547305 75 60 20 20 30 1096 83 34 25 78 10284 29 20 8463 213 748 375 161 6764 89 20 11228 21
leaf_count=547305 75 60 20 20 30 1096 83 34 25 78 10284 29 20 8463 213 748 375 161 6764 89 20 11228 21
internal_value=-3.01307e-06 9.88558e-05 0.0132374 -0.000498638 -4.289e-05 -0.000291539 -0.000172996 -5.27245e-06 -7.97481e-05 -4.54172e-05 -3.5775e-05 -0.00189565 -3.89266e-06 6.54628e-05 0.00399149 -4.99909e-06 -0.000162782 -4.06091e-05 -4.67929e-06 -1.65131e-05 -0.000358845 -1.32075e-05 -4.93641e-05
internal_weight=587241 12742 136 116 12606 1209 1179 574499 10450 10416 10362 54 564049 8857 233 555192 1123 8624 554069 11397 109 11288 96
internal_count=587241 12742 136 116 12606 1209 1179 574499 10450 10416 10362 54 564049 8857 233 555192 1123 8624 554069 11397 109 11288 96

Tree=19
num_cat=0
split_feature=16 51 18 15 15 51 5 45 47 18 33 51 34 49 6 8 5 49 50 45 21 16 48
split_gain=0.0490195 5.0054 55.4187 0.181731 0.0428845 1.28802 0.0567268 0.0450655 2.62556 14.6699 0.0226689 0.0205357 0.0206886 0.0186352 0.01783 0.016411 0.0155663 0.0120405 0.00820925 0.00747276 0.0130659 0.0052714 0.000358206
threshold=0.47032849490642553 -0.044410638511180871 0.0016953542944975199 0.49088101089000707 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 -0.092140045017003999 -1.256108224391937 0.029310756362974647 4.1410574913024911 2.0623341798782353 1.2408164739608767 -1.1986278891563413 -3.7829803228378291 -0.03608396649360656 -1.6332069039344785 1.0000000180025095e-35 -1.3078024983406065 0.02913149539381266 7.5341277122497567 -1.5408351421356199 0.42183295637369161
left_child=4 2 3 22 7 -6 15 8 9 -1 13 18 -13 -3 -15 -7 -10 -8 -12 21 -21 -9 -2
right_child=1 10 -4 -5 5 6 17 19 16 -11 11 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.049247847950964936 -3.8371538824381688e-05 -0.0016397380014561351 0.092131808307737997 -0.0049307692988149934 -0.010299138489791325 -0.00099933479069741504 -0.00082413908652258748 0.00013867405232430437 0.00016020309771022119 -0.0015656015146464769 0.00045630210015332087 -0.00041909553197693562 -0.0014772482148627368 0.0015605799059409491 -2.3341138726573474e-05 -0.0028678454444035079 -7.0508525196740491e-05 -5.4989547137337842e-05 -0.00016818546444751913 -3.0869738813864314e-05 -0.00087999771766286955 -4.0398861249158537e-06 0.00014869683816995521
leaf_weight=20 129 20 20 24 35 31 58 728 1052 79 81 348 61 20 10927 23 3749 3999 219 26827 51 538703 37
leaf_count=20 129 20 20 24 35 31 58 728 1052 79 81 348 61 20 10927 23 3749 3999 219 26827 51 538703 37
internal_value=-2.85338e-06 0.000103684 0.00821357 -0.00061993 -5.05428e-06 -0.000174895 -8.86994e-05 -3.82153e-06 0.000156219 0.00869974 -4.21772e-05 -0.000332623 -0.000576913 -2.34004e-05 -2.04473e-05 -0.00179518 -1.99548e-05 -6.59855e-05 4.26178e-07 -5.20629e-06 -3.24809e-05 -3.84728e-06 3.32442e-06
internal_weight=587241 11886 210 190 575355 4146 4111 571209 4900 99 11676 709 409 10967 10947 54 4801 4057 300 566309 26878 539431 166
internal_count=587241 11886 210 190 575355 4146 4111 571209 4900 99 11676 709 409 10967 10947 54 4801 4057 300 566309 26878 539431 166

Tree=20
num_cat=0
split_feature=21 49 8 31 28 28 28 18 28 45 47 7 15 17 24 15 51 15 5 5 29 26 23 55 5 23
split_gain=0.0809554 1.53107 53.4022 0.263092 9.91068 0.0328814 0.280276 0.0258838 0.025921 0.0216509 1.17505 15.3 0.0596708 0.0410911 0.0461802 0.0181851 0.272223 1.02256 0.0332205 0.013316 0.0109398 0.0101686 0.00747363 0.0117906 0.00361196 0.000458307
threshold=0.72027611732482921 2.1410850286483769 0.02888546418398619 2.102653026580811 0.0025741386925801639 1.0000000180025095e-35 -0.001638131507206708 -0.006107933819293975 0.20245970785617831 -0.092140045017003999 -1.256108224391937 -0.0049352485220879308 0.55725386738777172 -0.81591686606407154 1.6445183753967287 0.43999131023883825 -0.044410638511180871 0.55725386738777172 -0.27886094152927393 2.1598320007324223 1.79088830947876 2.5096924304962163 -0.030672303400933739 -1.443683862686157 2.1598320007324223 0.089464709162712111
left_child=9 3 -3 5 -5 6 -2 25 -9 10 11 -1 -13 14 -12 22 17 -17 -18 -7 -6 -15 23 -11 -24 -4
right_child=1 2 7 4 20 19 -8 8 -10 15 13 12 -14 21 -16 16 18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.048108959828456858 1.9738784644728548e-05 0.08787553599466337 2.8268705184323703e-05 0.030861605768181592 -0.00021359614831840311 -5.3190809304035866e-05 0.0018135089338508982 -0.00047444487829723439 -0.0018550668883504607 -0.00020357469358661049 -0.00046338664823936441 -0.0015806952538587723 0.00028834596174999964 -1.8570599050129333e-05 -0.0027654660189765745 -0.0001681208417880162 -0.0013721086817061474 -0.0092461222066262429 -2.9636630468837008e-05 -0.00039088884372460547 0.00061975707351744037 -0.00059333739492665864 -2.6874713080291813e-06 -2.623994909978864e-05 -4.4712158313652757e-05 -0.00021390961434008204
leaf_weight=20 8427 20 257 30 756 12275 252 204 47 1115 262 71 148 4950 27 184 52 43 12142 337 47 88 520997 18993 5809 24
leaf_count=20 8427 20 257 30 756 12275 252 204 47 1115 262 71 148 4950 27 184 52 43 12142 337 47 88 520997 18993 5809 24
internal_value=-8.24914e-07 9.73656e-05 0.00285447 2.8575e-05 0.000952579 -7.57615e-06 7.1822e-05 -0.000341811 -0.000732968 -4.76643e-06 9.92476e-05 0.00373483 -0.000317599 -6.38658e-05 -0.00067846 -5.80149e-06 -6.92146e-05 -0.00188774 -3.53615e-05 -6.22143e-05 -0.00016482 -2.86102e-05 -4.3613e-06 -3.60733e-05 -3.15087e-06 7.58444e-06
internal_weight=587577 22676 552 22124 833 21291 8679 532 251 564901 5566 239 219 5327 289 559335 12421 227 12194 12612 803 5038 546914 20108 526806 281
internal_count=587577 22676 552 22124 833 21291 8679 532 251 564901 5566 239 219 5327 289 559335 12421 227 12194 12612 803 5038 546914 20108 526806 281

Tree=21
num_cat=0
split_feature=45 17 24 15 51 15 7 24 5 15 55 46 18 23 21 46 31 31 15 47 4 35 25 21 34 19
split_gain=0.0476703 1.22239 6.52022 0.0360817 0.0571924 1.66071 0.186213 0.0345283 0.030226 0.0273042 0.0229991 0.438674 9.97982 0.0817145 0.0159953 0.015832 0.013649 0.245316 0.0117098 0.0360459 0.0344976 0.0187336 0.0228543 0.0116048 0.0110394 0.00729718
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 0.31653484702110296 -0.044410638511180871 0.55725386738777172 0.061627229675650604 0.15754321962594989 -0.25828412175178522 0.55725386738777172 2.0211037397384648 0.030185866169631485 -0.011351529974490402 -0.030672303400933739 0.98777830600738536 -0.11162055656313895 -1.3418890833854673 -1.3606606125831602 0.97922730445861828 -1.256108224391937 0.22128950804471972 0.98811855912208568 0.15585037320852282 0.72027611732482921 0.84039258956909191 0.089487399905920043
left_child=1 2 7 10 5 14 -7 15 9 -6 16 13 -13 -12 -5 -1 17 -2 19 -3 -21 22 -20 -10 -23 -18
right_child=3 18 -4 4 8 6 -8 -9 23 -11 11 12 -14 -15 -16 -17 25 -19 21 20 -22 24 -24 -25 -26 -27
leaf_value=-0.00089618150618694286 -1.4933618394135411e-06 -0.0021344674891882959 0.032227568485629965 -3.878599332865194e-05 -0.00021544636759717831 -0.013311929579203328 -0.0067760560289211571 0.00077374779911770016 -2.4846088057502275e-05 -0.001757861198504947 0.00052920507030861693 0.031793670806541517 -0.00016765180728565496 -4.4815289607346077e-05 -0.00071111540006090477 -0.0026966171127582048 -3.4910019665930381e-06 0.00057621546178084721 -9.0162820194098276e-05 -1.786237780618784e-05 -0.0013127236193454033 -0.0010197764450970751 0.0015567089021912709 -0.00014212283703518902 0.00011272478164633946 -6.6374140105243689e-05
leaf_weight=34 42941 24 21 1596 80 24 25 24 20096 54 753 29 511 9304 106 23 499847 2169 41 1573 60 26 56 2687 345 5238
leaf_count=34 42941 24 21 1596 80 24 25 24 20096 54 753 29 511 9304 106 23 499847 2169 41 1573 60 26 56 2687 345 5238
internal_value=-1.9874e-06 0.000242759 0.00591036 -2.91838e-06 -6.56527e-05 -0.000357606 -0.0099773 -0.000912622 -4.33456e-05 -0.000837017 -1.58835e-07 7.718e-05 0.00154879 -1.83654e-06 -8.06584e-05 -0.00162267 -1.64842e-06 2.62843e-05 -2.92862e-05 -9.54063e-05 -6.54384e-05 0.000204818 0.000860608 -3.86776e-05 3.33581e-05 -4.14313e-06
internal_weight=587687 2227 102 585460 24668 1751 49 81 22917 134 560792 10597 540 10057 1702 57 550195 45110 2125 1657 1633 468 97 22783 371 505085
internal_count=587687 2227 102 585460 24668 1751 49 81 22917 134 560792 10597 540 10057 1702 57 550195 45110 2125 1657 1633 468 97 22783 371 505085

Tree=22
num_cat=0
split_feature=45 17 33 6 14 51 15 7 31 28 21 21 49 14 31 48 34 9 26 11 25 0 0 13 21 4
split_gain=0.0427512 1.09625 6.38554 0.0629943 0.0343173 0.0311786 1.50918 0.166998 0.0242277 0.822501 13.7982 0.0153247 0.0327419 0.0151424 0.0136159 0.0134914 0.0161154 0.0127724 0.0122543 0.0131181 0.0127093 0.0119163 0.207481 0.00992722 0.00948924 0.00901837
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 6.0551392380148179e-05 0.35130810737609869 -0.044410638511180871 0.55725386738777172 0.061627229675650604 2.102653026580811 0.0025741386925801639 0.50298538804054271 1.6111459732055666 2.1410850286483769 -0.79380461573600758 2.4945137500762944 -0.34191577136516565 -1.3415607810020445 0.40814910829067236 2.4251221418380742 -2.0318287611007686 0.19507959485054019 -0.034956371411681168 -0.037053914740681641 -1.1003180742263792 2.2328716516494755 0.087829008698463454
left_child=1 2 -1 13 8 6 14 -8 21 10 -10 23 -13 -4 -6 16 -3 -18 19 -17 -20 22 -2 -7 -11 -23
right_child=4 15 3 -5 5 11 7 -9 9 24 -12 12 -14 -15 -16 18 17 -19 20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.03164109326593046 -8.8154941394742687e-06 -0.0016982081876432691 0.00048097231895415901 -0.0036533659129393834 -4.2102978867186131e-05 -0.00082615860397609962 -0.012606397091721493 -0.0064169251671177333 -0.00011616974419957178 -3.391049109244509e-05 0.045345012598315949 -0.00014439568530985245 -0.0012311452524452584 -0.0012114531456091854 -0.00079648189570172322 0.00042832973814177722 -0.00031882384532645085 0.00075743019432111933 6.4277703218561203e-05 4.4758782475791047e-06 -0.0013640164888630221 -2.2061158321255216e-06 0.00061807035812230955 -2.9295731518167845e-05 -0.00076008345262922451 -0.00010543523177594186
leaf_weight=21 20128 22 33 21 2587 44 24 25 301 5702 20 1548 82 27 69 240 348 34 35 1411 35 528182 1601 22708 51 2388
leaf_count=21 20128 22 33 21 2587 44 24 25 301 5702 20 1548 82 27 69 240 348 34 35 1411 35 528182 1601 22708 51 2388
internal_value=-1.88207e-06 0.000229892 0.00559711 -0.00115503 -2.7637e-06 -6.1023e-05 -0.000231739 -0.0094485 6.24917e-08 0.000105336 0.0027163 -4.20834e-05 -0.000199067 -0.000280619 -6.17009e-05 -2.77341e-05 -0.000303363 -0.000223032 3.69691e-05 6.609e-05 -0.000649869 -1.09527e-06 3.73737e-05 -3.08368e-05 -4.0348e-05 -2.67073e-06
internal_weight=587687 2227 102 81 585460 27087 2705 49 558373 6074 321 24382 1630 60 2656 2125 404 382 1721 1651 70 552299 21729 22752 5753 530570
internal_count=587687 2227 102 81 585460 27087 2705 49 558373 6074 321 24382 1630 60 2656 2125 404 382 1721 1651 70 552299 21729 22752 5753 530570

Tree=23
num_cat=0
split_feature=45 17 6 33 32 21 49 7 25 16 31 23 25 26 45 8 21 23 24 48 35 5 12 26 11 25 4
split_gain=0.0383397 0.983123 6.39646 0.0713294 0.0295318 0.0232788 0.068191 0.0642794 0.0264022 0.0210362 0.0203546 2.12023 12.7986 0.0185147 0.0175373 0.0170042 0.0160643 0.0149543 0.189348 0.0120992 0.0146777 0.0242817 0.0113083 0.0109898 0.0117645 0.0113978 0.00479669
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 0.30081495642662054 0.26077497005462652 0.84256917238235485 2.1410850286483769 0.037512244656682021 2.6420785188674931 -0.82018077373504628 2.102653026580811 -0.0097320508211851103 0.87898051738739025 -1.3745900392532346 0.16386169940233233 0.053721310570836074 3.1571753025054936 -0.030672303400933739 0.5656343698501588 -0.34191577136516565 -0.10089390724897383 -1.5977932810783384 3.7603465318679814 2.4251221418380742 -2.0318287611007686 0.19507959485054019 0.22128950804471972
left_child=1 2 3 -1 10 9 8 -8 -7 13 17 12 -12 -6 -11 -5 -13 18 -2 20 21 -3 -22 24 -21 -25 -19
right_child=4 19 -4 15 5 6 7 -9 -10 14 11 16 -14 -15 -16 -17 -18 26 -20 23 22 -23 -24 25 -26 -27 -28
leaf_value=-0.0040064752922859036 -2.5583085326576732e-05 0.00016544713867349653 0.032174781541503036 0.00023925261125606038 -0.0019386225201608613 -0.0001030647742100778 -0.0038786887367217183 -0.00079633010419890063 -0.001568057952721834 -4.0938669599231002e-05 -0.00098273008590871137 -3.3496264736474102e-05 0.045752068316936491 -0.00039025919159030309 0.0002177893165485161 -0.0016383787402417509 -0.0014682905478191307 -2.7071201348870691e-06 0.00036875175647022636 0.00040562826255415225 5.0424225465631913e-05 -0.0016251753485776134 -0.00071306258070908367 6.0870976719473094e-05 4.2386534766926264e-06 -0.0012917236393763492 -0.00050224927503397874
leaf_weight=20 20790 36 20 42 25 2723 21 200 35 27702 93 6000 20 164 756 20 22 522761 4094 240 246 52 70 35 1411 35 54
leaf_count=20 20790 36 20 42 25 2723 21 200 35 27702 93 6000 20 164 756 20 22 522761 4094 240 246 52 70 35 1411 35 54
internal_value=-1.78232e-06 0.000217708 0.00530046 -0.00125425 -2.61723e-06 -5.24299e-05 -0.000193436 -0.00108922 -0.000121656 -3.77667e-05 2.27264e-07 9.62294e-05 0.00728892 -0.000595069 -3.40654e-05 -0.000366435 -3.8738e-05 -8.48095e-07 3.92942e-05 -2.62642e-05 -0.000287285 -0.000892648 -0.000118703 3.50097e-05 6.25872e-05 -0.000615426 -2.75872e-06
internal_weight=587687 2227 102 82 585460 31626 2979 221 2758 28647 553834 6135 113 189 28458 62 6022 547699 24884 2125 404 88 316 1721 1651 70 522815
internal_count=587687 2227 102 82 585460 31626 2979 221 2758 28647 553834 6135 113 189 28458 62 6022 547699 24884 2125 404 88 316 1721 1651 70 522815

Tree=24
num_cat=0
split_feature=5 7 21 49 25 46 2 17 55 49 24 33 23 29 21 51 16 19 17 0 1 24 19 13 0 51
split_gain=0.0301346 0.335992 0.133521 0.0402027 0.0439538 0.0166288 0.595256 6.26983 0.0187012 0.290152 11.7496 0.084743 0.016223 0.0172154 0.0162066 0.0556308 0.0544476 0.0132677 0.022262 0.0150648 0.013066 0.00948856 0.0362968 0.00916124 0.00724097 0.00707361
threshold=2.1598320007324223 0.024630161002278331 -0.092148929834365831 1.4254323244094851 0.175580769777298 0.12199990078806879 -0.078619707375764833 -0.81591686606407154 2.0211037397384648 1.0676059126853945 -0.88231047987937916 0.50690898299217235 0.16060598939657214 3.1276371479034428 1.2277988195419314 -0.048838386312127106 0.24156916886568072 0.089487399905920043 -0.83368489146232594 -0.034956371411681168 -0.13097606599330899 -0.74846577644348133 -0.012704411521553991 -1.3210638761520384 0.019731597974896434 1.3912253975868227
left_child=5 2 3 4 -2 8 7 -7 17 11 -11 -10 23 -14 21 16 -16 19 -19 -1 -9 22 -3 -8 -23 -17
right_child=1 14 -4 -5 -6 6 12 20 9 10 -12 -13 13 -15 15 25 -18 18 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=4.4242894957196433e-05 2.824398133553687e-05 2.6943900014066461e-05 -0.0071505717013962558 -0.004166523813059376 -0.0032047377403242056 0.027798016164288855 -0.00058582474851375974 0.00063679804724402179 -4.4871714245709449e-05 0.0375612087274294 -0.0001072013523512101 0.00062410557356558025 6.2924091140062358e-05 0.0006993066573013258 -0.00053155866182015197 1.4154108496401322e-05 -0.0042098194191261427 -0.00046314339489805881 -5.0453187873501376e-05 -3.1398304774287066e-06 -0.00012248283192073576 -1.851277422610735e-05 -0.0025801949565298853 -5.7705463575024088e-05 -0.00013412974433817072 -0.00048722975309834919
leaf_weight=19538 27 60 20 21 21 25 94 95 9630 24 755 563 520 155 26 218 20 386 7527 533999 193 6651 20 5002 1973 124
leaf_count=19538 27 60 20 21 21 25 94 95 9630 24 755 563 520 155 26 218 20 386 7527 533999 193 6651 20 5002 1973 124
internal_value=-1.68786e-06 -9.69553e-05 -0.00333759 -0.00223238 -0.00138619 -1.75944e-07 8.69839e-05 0.00233804 -1.10232e-06 6.74252e-05 0.00105331 -7.92143e-06 -3.51061e-05 0.000209056 -6.52333e-05 -0.000400381 -0.0021308 -2.44151e-06 -7.05844e-05 -1.46738e-06 0.000127974 -5.02934e-05 -0.000624841 -6.74471e-05 -4.49636e-05 -0.000167634
internal_weight=587687 9181 89 69 48 578506 6084 313 572422 10972 779 10193 5771 675 9092 388 46 561450 7913 553537 288 8704 80 5096 8624 342
internal_count=587687 9181 89 69 48 578506 6084 313 572422 10972 779 10193 5771 675 9092 388 46 561450 7913 553537 288 8704 80 5096 8624 342

Tree=25
num_cat=0
split_feature=45 24 55 0 47 6 14 51 15 7 31 31 46 28 21 1 31 33 25 21 26 31 48 31 31 13 20
split_gain=0.0331644 0.513162 8.89635 0.0320735 0.0347582 0.0293559 0.0277578 0.0266854 1.33896 0.148328 0.0232798 0.0197851 0.962594 13.1482 0.019861 0.0183602 0.0153414 0.0189568 0.0139204 0.0135967 0.0117061 0.0110859 0.00963839 0.00944913 0.216408 0.00875462 0.00701639
threshold=-0.17180078476667401 1.7687134742736819 -1.1221740841865537 0.10345410183072092 -0.5827713906764983 0.66113388538360607 0.35130810737609869 -0.044410638511180871 0.55725386738777172 0.061627229675650604 -0.81332498788833607 2.102653026580811 0.030185866169631485 0.003276975941844285 3.1571753025054936 -0.13097606599330899 -1.2844281196594236 3.5300124883651738 0.048527220264077194 1.6111459732055666 -0.18442432582378385 2.4945137500762944 -0.72379013895988453 -1.3418890833854673 -1.3606606125831602 -1.1003180742263792 0.0065614767372608193
left_child=1 3 -3 16 -5 -6 11 8 21 -10 18 23 14 -14 -13 -12 17 -1 -4 25 -21 -8 -18 24 -2 -9 -25
right_child=6 2 10 4 5 -7 7 19 9 -11 15 12 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24 26 -26 -27 -28
leaf_value=0.00010980294617744564 -3.2875826418957891e-06 0.036391608400117549 -0.00023762035000981995 0.00038282017692240926 -0.00303136658744188 -0.00080510179955716724 -3.4862189522735178e-05 -0.00077353093067854804 -0.011870293527220686 -0.0060370517071685753 0.0010982236976060681 -4.6960195081304434e-05 0.043464923574907256 -0.00010831762920055911 -0.001720026781578781 -0.0001631317584266488 -0.00053386662534612701 0.0013281245496657836 -0.0019632012927613685 -0.00040659610894735364 -9.4032954167447646e-05 -0.0007155557602143718 -9.2383477097138543e-05 -6.227078638072274e-07 0.0005332326404605479 -2.5208739753676897e-05 -1.9383941574626689e-05
leaf_weight=287 45327 20 24 33 28 41 2587 44 24 25 39 5769 21 264 20 192 155 41 29 475 1155 69 1338 440611 2215 22708 64146
leaf_count=287 45327 20 24 33 28 41 2587 44 24 25 39 5769 21 264 20 192 155 41 29 475 1155 69 1338 440611 2215 22708 64146
internal_value=-1.5984e-06 0.000202541 0.00222601 -0.000117341 -0.00103191 -0.00170851 -2.37492e-06 -5.47714e-05 -0.000212708 -0.00889415 -0.000180022 1.66866e-07 9.53002e-05 0.00310234 -5.27404e-05 4.98244e-05 -6.61131e-05 0.000262093 -0.00118181 -3.72495e-05 -0.000185117 -5.25459e-05 -0.000138217 -8.79379e-07 2.17091e-05 -2.66559e-05 -3.00694e-06
internal_weight=587687 2227 304 1923 102 69 585460 27087 2705 49 284 558373 6074 285 5789 231 1821 328 53 24382 1630 2656 1493 552299 47542 22752 504757
internal_count=587687 2227 304 1923 102 69 585460 27087 2705 49 284 558373 6074 285 5789 231 1821 328 53 24382 1630 2656 1493 552299 47542 22752 504757

Tree=26
num_cat=0
split_feature=15 51 49 49 24 16 7 9 55 34 24 33 47 34 14 24 46 27 31 31 49 4 26
split_gain=0.0764663 12.5156 39.9685 1.749 7.41599 0.0522168 0.0476436 0.0319665 0.0189992 0.26071 8.90645 0.103235 2.30732 0.085611 0.0183048 0.896412 16.3034 0.0169111 0.0108316 0.193264 0.00972586 0.00775681 0.00767263
threshold=0.55725386738777172 -0.044410638511180871 1.9025341272354128 -0.12514873594045636 1.7687134742736819 -0.82018077373504628 0.066792026162147536 0.024730357341468338 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 1.4774639606475832 0.47881264984607702 -1.7902193665504453 0.024928084574639801 -0.17727538943290708 -1.3418890833854673 -1.3606606125831602 2.1410850286483769 0.087829008698463454 -1.0894942879676817
left_child=8 2 -2 4 6 7 -3 -5 14 11 -11 22 -13 -12 18 16 -16 -17 19 -1 -7 -20 -10
right_child=1 3 -4 5 -6 20 -8 -9 9 10 13 12 -14 -15 15 17 -18 -19 21 -21 -22 -23 -24
leaf_value=-1.1232326275407761e-06 -0.008239761351614203 -0.0031097133268184769 0.085206591439712792 -0.0028698347117963501 0.035767177750030528 -6.5128382002754892e-06 -9.7091253784795597e-05 -0.00069114780005448092 -0.0001988644676210861 0.032771022574665645 -0.0033266620944874979 0.017150205385251194 -1.2327111396440682e-05 -8.7590615091934424e-05 0.049168057197864982 -0.00080545561694793551 -0.00012999530902763659 -2.629976204803442e-05 -3.0451135889603855e-06 0.00050763346700605911 -0.00016769810666510519 -0.00010042810238172489 -1.4725024533383567e-05
leaf_weight=43368 36 29 20 22 20 10156 30 135 682 24 24 23 508 510 20 79 326 8225 508429 2204 1173 2308 9348
leaf_count=43368 36 29 20 22 20 10156 30 135 682 24 24 23 508 510 20 79 326 8225 508429 2204 1173 2308 9348
internal_value=3.97908e-06 0.000138581 0.0251339 1.75489e-05 0.00787657 -3.65049e-05 -0.00157787 -0.000996442 1.2638e-06 6.98724e-05 0.00118637 1.08813e-05 0.000731059 -0.000233167 -8.64915e-08 7.64204e-05 0.0027196 -3.37123e-05 -1.27609e-06 2.34818e-05 -2.32019e-05 -3.48518e-06 -2.72458e-05
internal_weight=587699 11621 56 11565 79 11486 59 157 576078 11119 558 10561 531 534 564959 8650 346 8304 556309 45572 11329 510737 10030
internal_count=587699 11621 56 11565 79 11486 59 157 576078 11119 558 10561 531 534 564959 8650 346 8304 556309 45572 11329 510737 10030

Tree=27
num_cat=0
split_feature=45 47 3 17 33 46 16 51 6 14 11 15 51 16 23 26 2 16 31 11 17 13 33 51 9
split_gain=0.0700348 0.723684 8.22709 0.278619 7.62982 0.0745893 0.0550651 3.80403 54.1842 0.396115 0.0536561 0.0195708 0.861296 0.0224222 0.0180301 0.149846 0.0170873 0.016269 0.015289 0.0120335 0.0112606 0.0106769 0.00782197 0.0174329 0.00644186
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 0.068107988685369505 0.47032849490642553 -0.044410638511180871 0.6756977140903474 0.47881264984607702 0.71627211570739757 0.55725386738777172 -0.039653420448303216 -0.82018077373504628 -0.030672303400933739 -0.81800532341003407 0.16301129013299945 -0.044948266819119446 2.102653026580811 -2.0318287611007686 -0.68626528978347767 0.67603379487991344 4.1410574913024911 1.3912253975868227 0.45581671595573431
left_child=1 2 -1 4 -3 -6 11 8 9 -8 17 14 -13 -14 15 -2 19 -4 -16 -5 -18 -12 24 -24 -9
right_child=6 3 10 16 5 -7 7 22 -10 -11 21 12 13 -15 18 -17 20 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.028104159700204034 0.00042197947382444556 0.033227606663759797 -0.0025411609718199437 0.00018844780566541004 -0.00034849121935966133 -0.0026904912812881756 -0.00043275957724413781 -3.6429779234457037e-05 0.090199773481528966 -0.0079665668409063736 -0.00028878478609552379 -0.0080592306047727012 -0.00074429965861214087 -1.6884775693282911e-05 -2.5355486743637967e-06 -1.7644786892224362e-06 -0.0017704935751258744 -0.00087616333564801601 7.9301948491227391e-05 -2.8834264750341877e-05 -0.00040334279211146252 0.00054279725331767361 0.00028090498317550765 -0.00044158556701164253 8.6480995505077324e-05
leaf_weight=32 2641 20 34 827 204 47 180 8122 20 22 114 38 123 3690 536801 20857 20 32 6490 5333 110 70 130 337 1405
leaf_count=32 2641 20 34 827 204 47 180 8122 20 22 114 38 123 3690 536801 20857 20 32 6490 5333 110 70 130 337 1405
internal_value=3.76819e-06 0.000172333 0.00280131 5.93358e-05 0.00172327 -0.000787033 1.78235e-06 0.000123743 0.00698574 -0.00125327 -0.000437449 -4.01083e-07 -0.000119477 -4.03498e-05 4.07966e-07 4.58612e-05 -1.23536e-05 -0.00173389 -1.55794e-06 3.36559e-07 -0.000613674 2.75779e-05 -2.86846e-05 -0.000240464 -1.83034e-05
internal_weight=587699 6843 282 6561 271 251 580856 10216 222 202 250 570640 3851 3813 566789 23498 6290 66 543291 6160 130 184 9994 467 9527
internal_count=587699 6843 282 6561 271 251 580856 10216 222 202 250 570640 3851 3813 566789 23498 6290 66 543291 6160 130 184 9994 467 9527

Tree=28
num_cat=0
split_feature=15 51 6 5 55 14 34 55 23 23 24 47 34 24 14 13 13 17 31 55 11 23 46
split_gain=0.071879 11.4295 40.6551 2.38047 6.26212 0.0189656 0.0172087 0.0165116 0.238049 7.19643 7.62091 0.302774 0.0348433 0.387558 0.0154391 1.18961 14.6812 0.0145339 0.00977568 0.190062 0.00824231 0.00707711 0.00672002
threshold=0.55725386738777172 -0.044410638511180871 0.46328976750373846 -0.29874807596206659 -0.99881529808044422 -0.2136467099189758 -0.070758674293756471 2.0211037397384648 -0.0097320508211851103 -0.0099337594583630544 -0.20244660973548886 -1.256108224391937 1.468370318412781 -0.88231047987937916 0.47881264984607702 -0.054623955860733979 -0.090517699718475328 -0.78042274713516224 -1.3418890833854673 -1.3123381733894346 -0.28413431346416468 -0.20092472434043882 0.030185866169631485
left_child=7 2 -2 4 -3 6 -5 14 9 11 -11 -9 22 -14 18 16 -16 -7 19 -1 -17 -20 -10
right_child=1 3 -4 5 -6 17 -8 8 12 10 -12 -13 13 -15 15 20 -18 -19 21 -21 -22 -23 -24
leaf_value=0.00048319689965897441 -0.0096389537106992464 0.034697424742883592 0.084606663081888106 -0.0019584561552925149 -0.002290877252571388 -0.00027998326597491281 -0.00034703800233395175 0.002354477953258246 -2.0153176227506124e-05 0.045965262554897343 -0.00030257728232754741 -2.5569907084546946e-05 -0.007535133575399716 -0.00018023975965033348 -0.00052425064855515303 -0.0003927171312260907 0.045003579645712638 -9.513546577225029e-06 -0.00012916750903161126 -3.3026770733932841e-06 -2.5145572335325042e-05 -3.2043009628431614e-06 -0.00020959905970695632
leaf_weight=2380 36 20 20 20 36 589 269 162 7798 20 20 2051 21 483 208 175 22 10631 1256 43192 8245 509481 564
leaf_count=2380 36 20 20 20 36 589 269 162 7798 20 20 2051 21 483 208 175 22 10631 1256 43192 8245 509481 564
internal_value=3.56847e-06 0.000134071 0.0240202 1.84095e-05 0.0109192 -3.46312e-05 -0.000458555 9.35901e-07 6.48955e-05 0.000551369 0.0228313 0.000148659 -5.87257e-05 -0.000486694 -3.22893e-07 6.99403e-05 0.00383059 -2.3712e-05 -1.41541e-06 2.21048e-05 -3.27851e-05 -3.51407e-06 -3.29309e-05
internal_weight=587699 11621 56 11565 56 11509 289 576078 11119 2253 40 2213 8866 504 564959 8650 230 11220 556309 45572 8420 510737 8362
internal_count=587699 11621 56 11565 56 11509 289 576078 11119 2253 40 2213 8866 504 564959 8650 230 11220 556309 45572 8420 510737 8362

Tree=29
num_leaves=23
num_cat=0
split_feature=15 51 31 5 26 49 17 45 47 49 7 17 0 21 55 45 45 34 0 26 7 4
split_gain=0.0644617 10.25 39.4598 2.13483 6.00593 0.0716946 0.0266783 0.0237498 2.22356 14.0291 0.0697285 0.0606435 0.0504661 0.0147356 0.0145016 0.251463 6.02038 0.0391965 0.0115959 0.226361 0.0100901 0.00599296
threshold=0.55725386738777172 -0.044410638511180871 1.2971196770668032 -0.29874807596206659 -0.36596116423606867 -0.12514873594045636 -0.64974486827850331 -0.092140045017003999 -1.256108224391937 0.70977953076362621 0.010783446021378042 -0.8243863284587859 0.02730059809982777 4.1274077892303476 2.0211037397384648 0.013385457918047907 0.014364767353981735 1.468370318412781 -0.034956371411681168 -0.80749058723449696 0.024872568435966972 0.065847475081682219
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 9 10 -1 12 -10 -13 18 17 -17 -16 19 -9 -7 -20
right_child=1 3 -4 5 -6 20 -8 14 11 -11 -12 13 -14 -15 15 16 -18 -19 21 -21 -22 -23
leaf_value=-0.0049718458297103646 0.082436295321770006 -0.0025965484279513473 -0.01041353032230917 -0.00331006561217946 0.03362721870553214 -0.0001531014113260009 -0.0010602457051557537 0.00056789215861978372 -0.00059255323600020538 0.047534809214598496 -0.0014943919389789578 -1.5882337048951921e-05 -0.0030725948460256823 0.00035643712033852271 -2.9132239974473349e-05 0.013010191179685552 -0.0001299181959513129 -0.00056264450085870895 -2.2713753334278916e-06 -2.3800456052493098e-05 -3.0369690751337749e-06 -6.6843563782558788e-05
leaf_weight=25 20 36 36 20 20 1440 57 2033 203 20 46 4669 26 319 8618 104 1682 405 536830 17030 9992 4068
leaf_count=25 20 36 36 20 20 1440 57 2033 203 20 46 4669 26 319 8618 104 1682 405 536830 17030 9992 4068
internal_value=3.37934e-06 0.000126965 0.0227471 1.74338e-05 0.0103405 -3.27958e-05 -0.00164461 8.86298e-07 0.000112478 0.00832591 -0.00271885 -3.07891e-05 -0.00087413 7.92879e-06 -1.51469e-07 6.06536e-05 0.000635239 -5.30791e-05 -1.3252e-06 3.93014e-05 -2.19394e-05 -2.75701e-06
internal_weight=587699 11621 56 11565 56 11509 77 576078 5308 91 71 5217 229 4988 570770 10809 1786 9023 559961 19063 11432 540898
internal_count=587699 11621 56 11565 56 11509 77 576078 5308 91 71 5217 229 4988 570770 10809 1786 9023 559961 19063 11432 540898

Tree=30
num_cat=0
split_feature=45 33 33 2 35 17 17 24 0 16 7 7 51 14 15 51 5 7 23 55 31 31 17 46
split_gain=0.059305 0.457016 7.24447 2.14761 15.3024 0.0733253 0.0591872 0.105356 0.06043 0.0471367 7.36325 52.6108 0.264395 0.850609 0.0294116 1.35328 0.132628 0.0203711 0.0149108 0.184985 0.0137195 0.0113279 0.012814 0.00632632
threshold=-0.092140045017003999 -0.21057546883821485 -0.21336489915847776 0.021559929475188259 0.94516289234161388 -0.8084605038166045 -0.8243863284587859 1.6445183753967287 0.018656997941434387 0.47032849490642553 0.024630161002278331 0.024399208836257461 -0.044410638511180871 0.52534529566764843 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 0.023051269352436069 -0.030672303400933739 -1.3123381733894346 2.102653026580811 2.0046300888061528 3.0476485490798955 0.15577694773674014
left_child=1 2 3 5 -5 -1 7 8 -3 14 11 17 13 -12 18 -16 -17 -11 19 -2 -20 22 -8 -14
right_child=9 6 -4 4 -6 -7 21 -9 -10 10 12 -13 23 -15 15 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.0033246429579005051 0.00056365328694847909 -0.00017850463600614124 0.029846001232069583 0.049689726678992158 -0.00013434754643424097 -9.2421384465116375e-05 -4.6461501374605157e-05 -0.0043628459648567845 -0.002504832947164195 0.00015327240504392202 -0.00077974235530323013 0.091796617565104668 -3.6058552476930184e-05 -0.011762186442501843 -0.010098933437250946 -0.0029404325395827814 -1.3665036575473307e-05 -0.0011689089257388332 -2.3693369728078303e-06 -6.8563009977911315e-07 7.515399713854257e-05 -0.0010318866504305788 0.00045258041506870673 8.8790657187224896e-05
leaf_weight=20 1764 206 24 20 129 1385 4819 22 37 67 199 20 8528 22 38 44 3769 64 536801 21734 6490 32 149 1316
leaf_count=20 1764 206 24 20 129 1385 4819 22 37 67 199 20 8528 22 38 44 3769 64 536801 21734 6490 32 149 1316
internal_value=3.20024e-06 0.000158316 0.000949475 0.000503196 0.00655345 -0.000138432 -7.88067e-05 -0.000850692 -0.000532719 1.37284e-06 0.000114213 0.0117311 -6.00691e-05 -0.00187302 -6.47294e-07 -0.000146622 -4.74384e-05 -0.000492679 3.4452e-07 4.16794e-05 -1.44327e-06 -3.78968e-05 -3.14943e-05 -1.9368e-05
internal_weight=587699 6843 1578 1554 149 1405 5265 265 243 580856 10216 151 10065 221 570640 3851 3813 131 566789 23498 543291 5000 4968 9844
internal_count=587699 6843 1578 1554 149 1405 5265 265 243 580856 10216 151 10065 221 570640 3851 3813 131 566789 23498 543291 5000 4968 9844

Tree=31
num_cat=0
split_feature=15 51 55 16 1 55 9 14 45 47 7 18 14 15 46 46 55 15 23 34 31 23 18
split_gain=0.0591979 11.1083 38.4431 0.723982 7.74052 0.0242608 0.0232052 0.0175207 0.0174399 0.326328 0.0620258 0.0478342 0.0166667 0.0287815 0.0156664 0.167836 1.96403 0.0329092 0.0143356 0.00977732 0.00938428 0.044251 0.00815224
threshold=0.55725386738777172 -0.044410638511180871 0.35734058916568762 -0.82018077373504628 -0.043850412592291825 -1.2447219491004942 0.013514122925698759 -0.2136467099189758 -0.092140045017003999 -1.256108224391937 -0.0031785857863724227 0.029310756362974647 0.47881264984607702 -0.26230746507644648 -0.046981150284409516 -0.049751374870538705 -1.3123381733894346 0.29597815871238714 0.089464709162712111 -0.15641085803508756 2.102653026580811 -0.0097320508211851103 0.0053072583395987758
left_child=8 2 -2 4 -3 -6 7 -5 9 10 -1 -12 18 -14 15 17 -17 -10 -11 -8 22 -22 -16
right_child=1 3 -4 6 5 -7 19 -9 14 12 11 -13 13 -15 20 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0056818294781703672 0.082086931538581848 0.034336103247036225 -0.012161522152322916 -0.00079831648174798697 -0.0029048704884597097 -0.00088767838002918903 -0.00063215955515153073 -0.00016162700863246577 -1.3919148489103256e-05 -1.1500147796056875e-05 -0.0046623922571539878 -0.0016498169803546676 -0.0019292979323338448 -0.00017007914660919514 -1.1265824763515196e-06 0.0051965074625223515 -4.4248668417336292e-05 0.00028816528311666618 -0.0005774703317549929 1.0633638485408686e-06 -0.0010843191112086307 -4.8545231689011682e-05 -2.2843354127113807e-05
leaf_weight=21 20 20 31 130 20 103 69 1837 24882 4934 20 57 35 103 482300 223 2024 1056 129 9357 118 6398 53991
leaf_count=21 20 20 31 130 20 103 69 1837 24882 4934 20 57 35 103 482300 223 2024 1056 129 9357 118 6398 53991
internal_value=-5.83997e-07 0.000118026 0.0247987 8.91424e-06 0.0037566 -0.00121568 -3.81251e-05 -0.000203706 -2.96879e-06 -9.86761e-05 -0.00312863 -0.0024323 -4.15841e-05 -0.000616258 -2.08059e-06 3.64459e-05 0.000475862 -1.62055e-06 -2.59205e-05 -3.57194e-06 -4.08106e-06 -6.73023e-05 -3.31291e-06
internal_weight=587878 11587 51 11536 143 123 11393 1967 576291 5299 98 77 5201 138 570992 28185 2247 25938 5063 9426 542807 6516 536291
internal_count=587878 11587 51 11536 143 123 11393 1967 576291 5299 98 77 5201 138 570992 28185 2247 25938 5063 9426 542807 6516 536291

Tree=32
num_cat=0
split_feature=32 51 23 49 4 16 1 24 20 20 29 29 9 17 33 46 47 6 51 16 51 31 31 35
split_gain=0.0530892 9.962 37.4626 1.3548 6.80993 0.0954199 0.0465717 0.0245728 0.0160597 0.0362209 0.347544 3.25273 0.0154501 0.0146012 0.014982 0.0146583 0.0138476 0.0448064 0.0115987 0.0079992 0.0356687 0.00746733 0.0071108 0.00420088
threshold=0.55725386738777172 -0.044410638511180871 0.0095878983847796934 -0.12514873594045636 0.14257542788982394 -0.82018077373504628 0.0021543664624914531 1.6445183753967287 0.043949948623776443 0.025017027743160728 0.20116965472698214 0.1909185126423836 0.0090745883062481898 -0.85420712828636158 -0.21336489915847776 -0.020685431547462937 -1.256108224391937 -1.0968614816665647 1.7534501552581789 0.47032849490642553 -0.048838386312127106 1.9244198203086855 2.102653026580811 1.4438285231590273
left_child=8 2 -2 4 -3 6 -5 -6 9 19 11 -11 -7 14 15 -10 17 -15 -16 22 -21 -18 -1 -12
right_child=1 3 -4 5 7 12 -8 -9 13 10 23 -13 -14 16 18 -17 21 -19 -20 20 -22 -23 -24 -25
leaf_value=-2.1983208788094356e-06 0.080037343615479761 0.033753158662456553 -0.013001486486725267 -0.0032652336588827892 -0.00064030826690399817 -0.00019379358136136881 -0.00091167962390573912 -0.0027402926211555797 -0.0021862810403518694 0.00015462635345325326 -1.56935505567883e-05 0.0082268331522822695 -2.3575363934081912e-06 -0.0017311096089354524 -6.577585659229773e-05 -0.00039747480057309489 -2.3430527343146009e-05 -0.00013521602430003552 -0.00056931321157299448 -0.00091606214148184451 -3.2895709877016757e-05 -0.00030671086655302408 -5.871529133878635e-05 -0.00017632346387101632
leaf_weight=523165 20 20 31 30 45 1344 111 24 22 2151 13814 150 9962 51 443 31 26409 1593 181 146 1069 264 6329 473
leaf_count=523165 20 20 31 30 45 1344 111 24 22 2151 13814 150 9962 51 443 31 26409 1593 181 146 1069 264 6329 473
internal_value=-5.53045e-07 0.000111771 0.0234843 8.44179e-06 0.00652227 -4.2203e-05 -0.00141244 -0.00137074 -2.81144e-06 -7.75026e-07 7.63464e-05 0.000680846 -2.51145e-05 -4.12512e-05 -0.000284497 -0.00114 -3.54358e-05 -0.000184724 -0.000211834 -3.18556e-06 -0.000139021 -2.62343e-05 -2.87386e-06 -2.10115e-05
internal_weight=587878 11587 51 11536 89 11447 141 69 576291 547297 16588 2301 11306 28994 677 53 28317 1644 624 530709 1215 26673 529494 14287
internal_count=587878 11587 51 11536 89 11447 141 69 576291 547297 16588 2301 11306 28994 677 53 28317 1644 624 530709 1215 26673 529494 14287

Tree=33
num_cat=0
split_feature=15 51 19 5 17 49 50 7 18 18 49 7 55 4 17 47 0 55 24 55 17 13 11
split_gain=0.0476109 8.93401 37.8303 2.17105 5.66311 0.0940379 0.0358093 0.0154488 0.0154094 0.0948147 0.695885 24.1874 0.504104 0.0274042 0.78982 0.015207 0.0370719 0.0201852 0.0148245 0.0104681 0.00768019 0.0239674 0.00554063
threshold=0.55725386738777172 -0.044410638511180871 -0.00046013874816708261 -0.29874807596206659 -0.52129998803138722 -0.12514873594045636 0.042961712926626212 0.02534353639930487 0.0053072583395987758 0.0031115150777623062 -1.3179033398628233 0.020215564407408241 2.1799244880676274 0.074974935501813902 -0.72181510925292958 -1.256108224391937 -0.19368423521518704 1.9460602402687075 -0.96285566687583912 2.0211037397384648 -0.8429943025112151 -1.6929550766944883 -1.3181482553482053
left_child=8 2 -2 4 -3 6 -5 -7 9 13 11 -11 -12 19 -15 16 18 -18 -10 -1 21 -17 -22
right_child=1 3 -4 5 -6 7 -8 -9 15 10 12 -13 -14 14 -16 20 17 -19 -20 -21 22 -23 -24
leaf_value=-1.9530349312437049e-06 -0.014424741609442618 0.032936961580975914 0.079069474802166223 -0.0034701218862459061 -0.0030143623500407555 -0.00018772180452290355 -0.001094005821614466 -3.888882402478137e-06 -0.0027421039828564968 -1.8097046612369759e-05 -1.6135196296833108e-05 0.056467447845260435 0.0031360888895639399 0.0059744966446170335 -9.7659299967501828e-05 -0.0008478241734150376 -8.567412307364926e-05 -0.00073778925235809219 -0.00072590492621973338 -6.1644962416094269e-05 1.7326582943640594e-05 -7.4972920052462873e-05 -2.2876383607654047e-05
leaf_weight=479810 31 20 20 25 32 1475 62 9922 20 664 8290 22 145 64 1006 122 3942 138 21 8397 11444 1481 60725
leaf_count=479810 31 20 20 25 32 1475 62 9922 20 664 8290 22 145 64 1006 122 3942 138 21 8397 11444 1481 60725
internal_value=-5.23734e-07 0.000105847 0.0222397 7.99437e-06 0.0108131 -4.09314e-05 -0.0017768 -2.76805e-05 -2.66243e-06 7.63734e-07 0.000170073 0.00179339 3.80524e-05 -2.3925e-06 0.000265535 -2.45848e-05 -0.000123666 -0.000107731 -0.00170942 -2.97972e-06 -1.90499e-05 -0.000133793 -1.65013e-05
internal_weight=587878 11587 51 11536 52 11484 87 11397 576291 498398 9121 686 8435 489277 1070 77893 4121 4080 41 488207 73772 1603 72169
internal_count=587878 11587 51 11536 52 11484 87 11397 576291 498398 9121 686 8435 489277 1070 77893 4121 4080 41 488207 73772 1603 72169

Tree=34
num_cat=0
split_feature=15 51 8 5 7 49 5 20 20 29 29 7 47 6 51 14 5 21 49 5 7 23 6
split_gain=0.0426979 8.0121 34.8829 1.94701 5.53533 0.084334 0.0341808 0.0145466 0.0812817 0.509902 5.47693 0.0138546 0.0122211 0.0406135 0.0246537 0.0226426 0.00997279 0.0179538 0.0112127 0.00815682 0.233289 0.0046469 0.00260918
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.29874807596206659 -0.0023416485637426372 -0.12514873594045636 0.48079980909824377 0.032806342467665679 0.025017027743160728 0.20116965472698214 0.1909185126423836 0.02534353639930487 -1.256108224391937 -1.0968614816665647 0.77655804157257091 0.92840704321861278 -1.7585635185241697 5.3197524547576913 -4.4190652370452872 2.1598320007324223 0.024630161002278331 -0.032262491062283509 -2.9792442321777339
left_child=7 2 -2 4 -3 6 -5 8 19 10 -10 -7 13 14 -9 -15 17 -14 -18 21 -21 -1 -11
right_child=1 3 -4 5 -6 11 -8 12 9 22 -12 -13 16 15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=-3.2459116588564197e-05 0.075632114390656341 -0.0034305687711239444 -0.014146240531917542 -0.0036054095006547867 0.032112850504531526 -0.00017777254351358091 -0.0011086627440309888 -0.00038669891509506178 0.00025147636832525641 -0.00025664731568582339 0.014122036168933054 -3.6827716235947753e-06 4.9655536801695615e-05 -8.7027799471570683e-05 -0.0022593996130672168 -0.0013154989681951159 -0.0012307117525600583 0.00083398472621543877 -3.3785233049152089e-05 -0.0027877855930065931 -2.5064108297926768e-05 -1.35004036602814e-06 -1.8767386149500943e-05
leaf_weight=13854 20 32 31 20 20 1475 67 39 1350 132 85 9922 2308 2120 40 43 22 85 32461 87 6531 510237 6897
leaf_count=13854 20 32 31 20 20 1475 67 39 1350 132 85 9922 2308 2120 40 43 22 85 32461 87 6531 510237 6897
internal_value=-4.95976e-07 0.000100237 0.021061 7.57067e-06 0.01024 -3.87621e-05 -0.00168263 -2.52133e-06 -3.11978e-07 0.000162636 0.00107308 -2.62135e-05 -3.46141e-05 -0.00015456 -0.0013349 -0.00011145 -2.69034e-05 7.75151e-05 -3.45959e-05 -2.91075e-06 -6.13827e-05 -2.17239e-06 -2.32346e-05
internal_weight=587878 11587 51 11536 52 11484 87 576291 539173 8464 1435 11397 37118 2242 79 2163 34876 2393 32483 530709 6618 524091 7029
internal_count=587878 11587 51 11536 52 11484 87 576291 539173 8464 1435 11397 37118 2242 79 2163 34876 2393 32483 530709 6618 524091 7029

Tree=35
num_cat=0
split_feature=15 51 45 49 14 16 50 16 11 45 47 7 17 33 13 46 17 17 49 0 49 0 35
split_gain=0.0382918 7.18533 35.2787 1.27285 6.55815 0.150492 0.0336411 0.0306822 0.0299637 0.0140109 0.271414 0.0556387 0.0422176 0.100541 0.0224161 0.013804 0.154552 4.15917 0.0112445 0.00753163 0.0110087 0.00680884 0.00588406
threshold=0.55725386738777172 -0.044410638511180871 0.018759440630674366 -0.12514873594045636 -0.40876892209053034 -1.5408351421356199 0.11251103878021242 -0.82018077373504628 0.77781078219413768 -0.092140045017003999 -1.256108224391937 -0.0031785857863724227 -0.8243863284587859 -0.18475440144538877 -0.44290903210639948 -0.046981150284409516 -0.67383038997650135 -0.67800009250640858 -1.5564542412757871 0.015861606225371364 2.1410850286483769 -0.034956371411681168 1.5053781867027285
left_child=9 2 -2 4 6 8 -3 -7 -5 10 11 -1 13 -12 -13 16 17 -11 -14 21 -21 -17 -18
right_child=1 3 -4 5 -6 7 -8 -9 -10 15 12 14 18 -15 -16 19 22 -19 -20 20 -22 -23 -24
leaf_value=-0.00526962510286276 -0.015461613489014486 -0.0032565654888458083 0.074824549351632588 -0.0042826540457469456 0.033043668448505925 -0.0010201942639796052 -0.00067714329142769681 -2.1059958283450946e-05 -0.0017578623607837323 4.4232994038614035e-05 -0.0043392963673919436 -0.0016562934870568201 0.00036592935313427998 -0.00039629317398192493 -0.003718580544204451 -4.0731238462168299e-05 -1.6984113980969833e-05 0.0098132895966626024 -2.1631768753456052e-05 -2.303790171193613e-05 -0.00026151905661282542 -8.1477726663268748e-07 -0.00035448655871877149
leaf_weight=21 31 20 20 23 20 87 49 11306 31 4309 20 57 220 198 20 12303 23604 126 4763 36266 552 493686 146
leaf_count=21 31 20 20 23 20 87 49 11306 31 4309 20 57 220 198 20 12303 23604 126 4763 36266 552 493686 146
internal_value=-4.69689e-07 9.49243e-05 0.0199447 7.16942e-06 0.00632092 -4.19198e-05 -0.0014248 -2.86896e-05 -0.00283324 -2.3877e-06 -8.81717e-05 -0.00285145 -3.61045e-05 -0.000758037 -0.00219195 -1.59159e-06 3.45725e-05 0.000321776 -4.5209e-06 -3.46939e-06 -2.66134e-05 -1.78534e-06 -1.90589e-05
internal_weight=587878 11587 51 11536 89 11447 69 11393 54 576291 5299 98 5201 218 77 570992 28185 4435 4983 542807 36818 505989 23750
internal_count=587878 11587 51 11536 89 11447 69 11393 54 576291 5299 98 5201 218 77 570992 28185 4435 4983 542807 36818 505989 23750

Tree=36
num_cat=0
split_feature=3 15 29 29 15 5 29 45 33 17 45 45 14 4 47 5 19 20 31 31 18 4
split_gain=0.0472632 0.623341 56.4028 0.249464 1.05281 0.0744697 0.0345759 0.0937851 0.0406016 0.0330236 0.100184 0.0294031 4.98226 11.7756 0.116334 0.0196754 0.012127 0.0100353 0.0110091 0.00517392 0.00156776 0.00055583
threshold=0.045459374785423286 0.55725386738777172 0.077078320086002364 0.0082062832079827803 0.55725386738777172 -0.13823144137859342 0.083711124956607832 0.045849537476897247 -0.065244954079389558 -0.8243863284587859 -0.17180078476667401 -0.092140045017003999 0.47881264984607702 -0.025149482302367684 -1.256108224391937 -0.30929592251777643 0.15507582575082782 0.011745989788323643 2.102653026580811 2.102653026580811 0.0021574727725237612 0.053016455844044692
left_child=1 11 -3 4 20 -4 7 8 -5 10 -8 12 14 -14 -1 -11 -7 19 -19 -13 21 -2
right_child=3 2 5 6 -6 16 9 -9 -10 15 -12 17 13 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0022733394674715147 2.0697087250565261e-05 0.089487262686849131 -0.003330521693907212 -1.4962623583976111e-05 -0.010609145768355421 -2.4168522429393748e-05 -0.003408843060820213 -0.0034785603674432159 -0.0010620843896902786 -0.00042215404373303287 -0.00028915611564106107 -1.4390420731942458e-06 -0.0020087246601438349 0.048467776527622478 -3.1986319399589312e-05 -3.3896990010890137e-05 -0.00054138978401505294 -2.3261710812885216e-05 -0.00030436203698227149 -5.0575192002700823e-05 -0.00036833966483838874 0.00030411894732508066
leaf_weight=66 77 20 20 350 33 1314 31 28 148 376 430 499843 37 20 4512 14723 141 58533 394 6093 26 26
leaf_count=66 77 20 20 350 33 1314 31 28 148 376 430 499843 37 20 4512 14723 141 58533 394 6093 26 26
internal_value=-3.04993e-06 -5.13552e-07 0.0010803 -9.21842e-05 -0.00216159 -0.000118443 -7.13435e-05 -0.000493964 -0.000326155 -5.7057e-05 -0.00049894 -3.3508e-06 0.000129594 0.0157023 -6.42994e-05 -4.35655e-05 -7.4291e-05 -4.44169e-06 -2.51412e-05 -2.03079e-06 -5.89635e-07 9.22405e-05
internal_weight=587241 570993 1495 16248 162 1475 16086 526 498 15560 461 569498 4635 57 4578 15099 1455 564863 58927 505936 129 103
internal_count=587241 570993 1495 16248 162 1475 16086 526 498 15560 461 569498 4635 57 4578 15099 1455 564863 58927 505936 129 103

Tree=37
num_cat=0
split_feature=1 13 51 49 51 15 51 19 47 9 55 25 49 11 34 31 31 33 15 21 34 20 4 52
split_gain=0.0294577 1.42121 54.1375 0.0398896 0.0973698 2.35736 0.0311221 0.0309351 1.43017 0.0235679 0.0229975 0.0747072 0.0192323 0.0202963 0.018172 0.0178263 0.0177761 0.0170928 0.0141408 0.011298 0.0394691 0.010232 0.00955763 0.00479416
threshold=0.021614648401737217 0.60746121406555187 0.17622788995504382 1.6639831662178042 -0.044410638511180871 0.55725386738777172 3.3942130804061894 0.089487399905920043 -1.256108224391937 0.0084359985776245611 2.1799244880676274 2.6420785188674931 -1.6757296919822691 -1.2998896837234495 0.66336610913276683 1.7541813254356386 -0.24001524597406385 4.1410574913024911 -1.7402933835983274 4.1274077892303476 1.287074148654938 0.021552121266722683 0.22128950804471972 0.86688753962516796
left_child=1 6 -3 10 5 9 7 21 -9 -5 19 15 16 -14 -6 -12 -8 -16 -4 22 -21 -1 -2 -20
right_child=3 2 18 4 14 -7 12 8 -10 -11 11 -13 13 -15 17 -17 -18 -19 23 20 -22 -23 -24 -25
leaf_value=-1.7927941723208676e-06 -2.766671519679386e-05 0.086205015375187419 -0.0012641613498518172 -0.0013244973087138431 -0.001400050983053571 -0.01829392792781194 0.00089134243200983995 0.0041404197106686075 -6.2593855231195923e-05 -5.3016939287544528e-05 -4.6738175455536505e-05 -0.0030990644560890636 0.00016277919305839579 -0.00044392063906664584 -3.8075310051258346e-05 -0.00055877554146112449 -0.00055444828327260137 -0.0010407225677255916 0.00018873806452145069 -2.3757947512447591e-05 -0.0012313835480313637 -3.1258838977685357e-05 0.00016436394070171823 -9.9658812788695194e-05
leaf_weight=507938 31998 21 26 45 29 21 71 238 5113 455 579 26 187 902 1888 285 36 49 239 339 98 35411 745 502
leaf_count=507938 31998 21 26 45 29 21 71 238 5113 455 579 26 187 902 1888 285 36 49 239 339 98 35411 745 502
internal_value=-2.88828e-06 1.70166e-07 0.00224939 -4.89599e-05 -0.000253872 -0.000898076 -3.05296e-06 -2.46429e-06 0.000124346 -0.00016745 -3.40019e-05 -0.000299874 -0.00027312 -0.00033974 -8.31552e-05 -0.000215639 0.000404908 -6.34391e-05 -4.9268e-05 -2.68703e-05 -0.000294576 -3.71315e-06 -2.32975e-05 -6.64012e-06
internal_weight=587241 550684 788 36557 2487 521 549896 548700 5351 500 34070 890 1196 1089 1966 864 107 1937 767 33180 437 543349 32743 741
internal_count=587241 550684 788 36557 2487 521 549896 548700 5351 500 34070 890 1196 1089 1966 864 107 1937 767 33180 437 543349 32743 741

Tree=38
num_leaves=21
num_cat=0
split_feature=3 15 20 29 15 5 49 49 29 15 5 19 49 34 35 23 23 55 17 25
split_gain=0.0407059 0.715876 54.2226 0.0958701 0.965478 0.0548623 0.0284175 0.0270425 0.0276078 0.0913323 0.0196235 0.0120976 5.74248 10.9486 0.0119832 0.0085607 0.0356646 0.0181611 0.00348761 0.000566496
threshold=0.040722083300352103 0.55725386738777172 0.0049974783323705205 0.0082062832079827803 0.55725386738777172 -0.098578613251447664 -0.12514873594045636 4.6458699703216562 0.083711124956607832 0.55725386738777172 0.14904242008924487 0.089487399905920043 0.70977953076362621 0.71098229289054882 -1.2487861514091489 -0.032262491062283509 -0.030672303400933739 -1.3123381733894346 1.1086662411689761 -0.423718512058258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 18 -4 -7 8 9 -5 -10 15 14 -14 -13 17 -17 -1 19 -2
right_child=3 2 5 7 -6 6 -8 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0002056860470653961 -0.00017692012833958869 0.087831813878146925 -0.0028389863523521595 -6.7372407852239088e-05 -0.0095760672735614762 -0.001806011346625854 -6.67091302807738e-05 -0.0014949151736930347 -0.00023204038897149388 -0.0014391101987868292 -2.9456145322444064e-05 6.3167790620562617e-05 0.048358027831398698 -0.001939267173764341 -0.00010419854754541045 0.00024773273052231437 -3.2581595039167625e-06 -2.2558847336926522e-05 -0.00050408514261168118 6.0714940083562002e-05
leaf_weight=1644 32 20 21 630 33 27 1162 37 1467 174 15906 1559 20 31 5243 1595 536999 20366 39 236
leaf_count=1644 32 20 21 630 33 27 1162 37 1467 174 15906 1559 20 31 5243 1595 536999 20366 39 236
internal_value=-2.73521e-06 -2.14754e-07 0.00127702 -7.9988e-05 -0.000961771 -0.000153634 -0.000106205 -6.35277e-05 -6.06141e-05 -0.000364241 -4.65626e-05 -2.98325e-06 6.70084e-05 0.0177852 -6.58386e-05 -3.83885e-06 -2.51487e-06 -3.62372e-05 -3.58047e-05 3.23406e-05
internal_weight=587241 568687 1230 18554 340 1210 1189 18214 18177 804 17373 567457 6853 51 6802 560604 538594 22010 307 268
internal_count=587241 568687 1230 18554 340 1210 1189 18214 18177 804 17373 567457 6853 51 6802 560604 538594 22010 307 268

Tree=39
num_cat=0
split_feature=3 32 20 51 32 7 16 16 32 5 49 14 13 16 49 32 9 19 35 0 20 31 19 18
split_gain=0.0365054 0.642004 48.6273 0.580826 3.90037 0.443758 0.0494439 0.0304579 0.0531731 0.0687996 0.0254886 0.0197412 4.22871 12.7215 0.0186633 0.0887981 0.015477 0.0130355 0.0107843 0.0100659 0.00936229 0.0131947 0.00885409 0.00203151
threshold=0.040722083300352103 0.55725386738777172 0.0049974783323705205 -0.044410638511180871 0.55725386738777172 0.061627229675650604 -1.0598075985908506 -0.82018077373504628 0.55725386738777172 -0.29874807596206659 -0.12514873594045636 0.47881264984607702 -0.054623955860733979 -0.53503435850143422 -0.12514873594045636 0.55725386738777172 -0.5283193290233611 0.078965377062559142 -0.7140391170978545 0.038437766954302795 0.0057754325680434713 2.102653026580811 0.0089603210799396055 0.008660479914397003
left_child=1 11 -3 4 19 -6 -4 8 18 -10 -8 20 13 -13 15 -9 -16 -14 -5 23 22 -22 -1 -2
right_child=3 2 6 7 5 -7 10 14 9 -11 -12 12 17 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-1.9138997197493818e-06 3.6142417192944783e-05 0.083176723472401501 -0.002694789637811482 0.00074984864526375433 -0.022025782507090339 -0.011753242032878376 -0.0017102927432386893 -6.6935996465246426e-05 -0.0031376349882581661 -0.00052065816373824206 -6.3060237446897196e-05 0.048705769152328139 -3.1537157979961916e-05 -0.0020961701814428023 0.00097883010761107042 -0.0024476732626561915 -1.6446882803924995e-05 -0.00027217901698706664 -0.00020796113043153029 -0.00090933964793153937 -1.9786806725432038e-05 -0.00032166425299643179 6.5738032813735276e-05 -0.00047216049091851646
leaf_weight=483240 277 20 21 38 21 27 27 321 42 86 1162 20 4684 45 44 51 17332 731 252 39 72832 409 5496 24
leaf_count=483240 277 20 21 38 21 27 27 321 42 86 1162 20 4684 45 44 51 17332 731 252 39 72832 409 5496 24
internal_value=-2.59024e-06 -2.03372e-07 0.00120934 -7.57486e-05 -0.0021048 -0.0162475 -0.000145491 -3.24109e-05 -0.000479591 -0.00137935 -0.000100466 -2.82514e-06 9.72819e-05 0.0135352 -2.18789e-05 -0.000393327 -1.39266e-05 -6.40227e-05 -8.2455e-05 -0.00010819 -3.80131e-06 -2.14726e-05 -1.15313e-06 -4.38672e-06
internal_weight=587241 568687 1230 18554 388 48 1210 18166 418 128 1189 567457 5480 65 17748 372 17376 5415 290 340 561977 73241 488736 301
internal_count=587241 568687 1230 18554 388 48 1210 18166 418 128 1189 567457 5480 65 17748 372 17376 5415 290 340 561977 73241 488736 301

Tree=40
num_leaves=22
num_cat=0
split_feature=16 51 26 15 15 51 5 18 49 24 45 47 27 14 49 33 20 6 21 31 21
split_gain=0.0301642 3.49517 48.4731 0.418538 0.0868637 3.14446 0.197483 0.0717077 0.0283347 0.0267811 0.0219101 1.72942 13.6855 0.0326098 0.0192398 0.0157164 0.0192132 0.0151044 0.00795732 0.0240757 0.0155683
threshold=0.47032849490642553 -0.044410638511180871 0.39729689061641699 0.49088101089000707 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 -0.0011359662748873232 1.0000000180025095e-35 0.22630564123392108 -0.092140045017003999 -1.256108224391937 -0.0021252264268696304 0.47881264984607702 -1.1986278891563413 4.1410574913024911 0.29121379554271704 -3.7829803228378291 0.84256917238235485 2.0046300888061528 0.72027611732482921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 10 -6 9 -2 -8 -7 11 12 -1 -13 -3 17 -17 -16 20 -20 -12
right_child=1 14 -4 -5 5 6 8 -9 -10 -11 18 13 -14 -15 15 16 -18 -19 19 -21 -22
leaf_value=-0.0028718792007575871 6.2505586364821288e-06 -0.0016832038564709366 0.085341463055592981 -0.0079454894293448878 -0.016064709076870763 -0.0023899694319184433 -0.0012318798340228536 -0.0030736245729308573 -5.1972309328082839e-05 -0.0048341440322343257 -2.8241333540363058e-06 -1.2273356331705586e-05 0.046207041171961463 -0.00091950056889337454 0.0014328898359206503 -6.6624338415149478e-05 -0.00063689960817282548 -2.494969169675523e-05 -2.650473641355154e-05 -0.00035678654604426563 0.00014329238452587807
leaf_weight=79 141 20 20 24 35 34 58 25 3999 20 547004 4687 20 114 20 444 265 10927 16605 644 2056
leaf_count=79 141 20 20 24 35 34 58 25 3999 20 547004 4687 20 114 20 444 265 10927 16605 644 2056
internal_value=-2.45296e-06 8.11196e-05 0.00685799 -0.00140343 -4.17944e-06 -0.000245898 -0.000111221 -0.000457586 -6.88406e-05 -0.00329522 -2.42498e-06 0.000109166 0.00704305 -3.38155e-05 -4.07666e-05 -3.79484e-05 -0.000279774 -2.22862e-05 -3.39052e-06 -3.8836e-05 -2.27699e-06
internal_weight=587241 11886 210 190 575355 4146 4111 166 4057 54 571209 4900 99 4801 11676 11656 709 10947 566309 17249 549060
internal_count=587241 11886 210 190 575355 4146 4111 166 4057 54 571209 4900 99 4801 11676 11656 709 10947 566309 17249 549060

Tree=41
num_cat=0
split_feature=21 49 7 21 31 28 47 15 51 15 5 5 12 16 49 31 28 34 14 45 20 13 29 45 17 46 23
split_gain=0.0596254 1.27631 44.6517 0.250848 2.21585 12.1945 0.336829 0.0404464 0.663541 2.41477 0.228001 0.142067 0.0748919 0.0433245 0.0392598 0.0330731 0.0458183 0.0329229 0.0254405 2.17427 14.3827 0.0188893 0.0178437 0.01189 0.0486696 0.0106062 0.0101706
threshold=0.72027611732482921 2.1410850286483769 0.0301437471061945 0.84256917238235485 2.102653026580811 0.012232854496687652 -1.256108224391937 0.43999131023883825 -0.044410638511180871 0.55725386738777172 2.4104387760162358 -0.29874807596206659 1.1721846461296084 0.47032849490642553 -0.12514873594045636 1.9244198203086855 0.0025741386925801639 1.5683993697166445 0.47881264984607702 -0.092140045017003999 0.10446044057607652 -0.054623955860733979 1.79088830947876 -0.17180078476667401 -0.81591686606407154 -0.24744338542222974 -0.030672303400933739
left_child=7 3 -3 4 6 -6 -2 18 9 13 -11 12 -10 -9 -13 25 -17 22 23 20 -20 -21 -4 24 -1 -5 -25
right_child=1 2 17 15 5 -7 -8 8 11 10 -12 14 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 26 -26 -27 -28
leaf_value=-0.0015715925730315078 0.0022855065886672669 0.08034491709811846 -0.00015729565663721929 0.00022183425429828625 0.045334647750468859 -0.00015740451283700925 -4.8040219861865971e-05 3.7241534197613578e-05 -0.00072067589220532681 -0.018381602275249313 -0.010644127199993185 -0.0010418554279706398 -0.0047463900250624171 -0.002297486847163572 -2.7305921286875365e-05 -0.0019032508215773849 -0.00025579219624746947 -0.0022830263524311191 0.048128428277125934 -0.00081538837403053713 -0.001662717243768053 -2.3657023821125811e-05 -0.0015336373667419788 -3.8021945281254009e-05 -8.7852313177101804e-05 -2.9757113134655493e-05 -9.5189409138974538e-07
leaf_weight=66 191 20 481 483 20 96 1924 158 25 20 23 108 27 26 13461 50 919 23 20 86 88 5380 28 21651 1051 18441 522711
leaf_count=66 191 20 481 483 20 96 1924 158 25 20 23 108 27 26 13461 50 919 23 20 86 88 5380 28 21651 1051 18441 522711
internal_value=-4.95094e-07 8.37728e-05 0.00260106 2.09656e-05 0.00055387 0.00768605 0.000162696 -3.87774e-06 -9.33386e-05 -0.00293523 -0.014243 -4.59772e-05 -0.00281095 -0.000292666 -3.5381e-05 -3.87996e-05 -0.0003408 -0.000321637 -1.62958e-06 0.000111025 0.00755787 -3.61138e-05 -0.000233008 -2.78074e-06 -0.000175522 -2.33357e-05 -2.42629e-06
internal_weight=587577 22676 552 22124 2231 116 2115 564901 13848 227 43 13621 52 184 13569 19893 969 532 551053 5574 108 5466 509 545479 1117 18924 544362
internal_count=587577 22676 552 22124 2231 116 2115 564901 13848 227 43 13621 52 184 13569 19893 969 532 551053 5574 108 5466 509 545479 1117 18924 544362

Tree=42
num_cat=0
split_feature=5 7 49 21 27 24 15 19 7 51 5 24 46 18 5 51 49 7 21 51 15 15 51 16 24 16 27
split_gain=5.646 12.5598 5.51285 2.39724 1.61392 1.42921 1.38532 55.5388 1334.03 2.42002 2.3003 1.08054 0.77535 22.5643 0.663341 0.505293 0.358023 0.920895 0.290716 1.03634 1.70542 0.0736005 1.4095 0.0345729 0.0190954 0.0101129 0.0100017
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.01657064072787762 1.6424518823623659 0.48480661213397985 0.0029871630249544982 -0.015038088895380495 -0.03797421604394912 -0.4922413676977157 1.6424518823623659 0.24645754694938662 -0.0067873813677579156 2.1832678318023686 -0.047317719087004655 2.1199098825454716 0.026265495456755165 0.93284386396408092 -0.02751260437071323 0.48480661213397985 0.54038965702056896 -0.047317719087004655 -0.16990545392036435 0.48621574044227606 0.45985263586044317 0.17615187168121341
left_child=6 2 4 11 5 -2 12 8 -8 -9 -11 -4 16 -14 -6 -10 23 -18 21 20 -20 25 -23 -1 -15 -3 -21
right_child=1 18 3 -5 14 -7 7 9 15 10 -12 -13 13 24 -16 -17 17 -19 19 26 -22 22 -24 -25 -26 -27 -28
leaf_value=4.6140676482573885e-05 -0.003462045061189729 3.6161428659829664e-06 -0.0091819838882240667 -0.024418726225793361 -0.0015359578768132593 0.00020342515018107073 0.36702275990142841 -0.017009474243590374 -0.0052668552370495961 0.010020533087400009 -0.00021190317147316384 -0.0049613385997653277 0.04755026597558603 6.4449010176872141e-05 -0.0071046085250815417 -0.0002586143724339184 -0.0010686129464133826 -1.950809617195833e-05 -0.0010303293504621252 -8.9058540338718498e-05 -0.020240173000354498 -0.010003448351918321 -0.00014802024396394115 3.7217935161407302e-06 -0.001034894502548652 -0.00040717754981240214 -0.0011303830628069894
leaf_weight=60456 708 5173 498 25 76 517 29 24 63 62 13345 259 29 797 287 556 3111 9612 34 190 21 42 1384 503239 47 174 30
leaf_count=60456 708 5173 498 25 76 517 29 24 63 62 13345 259 29 797 287 556 3111 9612 34 190 21 42 1384 503239 47 174 30
internal_value=-3.44954e-06 -0.00129092 -0.00462861 -0.00827121 -0.00283483 -0.00191507 1.70543e-05 0.000536491 0.0156914 -0.000194684 -0.000164584 -0.00773793 4.38626e-06 0.00158268 -0.00593872 -0.000768338 1.99589e-06 -0.000276033 -0.000168566 -0.00185785 -0.008365 -9.99775e-05 -0.000438292 8.2712e-06 3.22964e-06 -9.75175e-06 -0.000231057
internal_weight=600788 9418 2370 782 1588 1225 591370 14079 648 13431 13407 757 577291 873 363 619 576418 12723 7048 275 55 6773 1426 563695 844 5347 220
internal_count=600788 9418 2370 782 1588 1225 591370 14079 648 13431 13407 757 577291 873 363 619 576418 12723 7048 275 55 6773 1426 563695 844 5347 220

Tree=43
num_cat=0
split_feature=5 7 49 13 27 24 15 9 29 51 15 49 24 5 21 49 7 21 21 51 15 12 35 9 15 51 16 16 16 27
split_gain=5.06339 11.2637 4.94397 2.1663 1.44738 1.28173 1.24237 45.1595 1779.48 2.75859 2.73376 2.15882 0.831528 0.59489 0.547416 0.326612 0.825867 3.6902 0.260716 0.9294 1.52944 0.21353 33.4396 0.105863 0.0660056 1.26405 0.0303663 0.0211902 0.00906937 0.00896959
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.4957361519336701 0.01657064072787762 1.6424518823623659 0.48480661213397985 -0.0018452440272085366 0.2426954582333565 -0.042624477297067635 0.54038965702056896 -0.25953947752714152 1.6424518823623659 2.1832678318023686 -0.094865594059228883 2.1199098825454716 0.026265495456755165 0.68607407808303844 0.93284386396408092 -0.02751260437071323 0.48480661213397985 2.6700277328491215 0.9935450851917268 -0.0049566603265702716 0.54038965702056896 -0.047317719087004655 -0.16990545392036435 0.45985263586044317 0.45985263586044317 0.17615187168121341
left_child=6 2 4 12 5 -2 15 8 -8 10 -9 -11 -4 -6 -5 21 17 -17 24 20 -20 26 -23 -10 28 -26 -1 -18 -3 -21
right_child=1 18 3 14 13 -7 7 9 23 11 -12 -13 -14 -15 -16 16 27 -19 19 29 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.3868068053893393e-05 -0.0032785566735298853 3.4244875375837895e-06 -0.0082731360130821885 -0.013112721926195824 -0.0014545521095540631 0.00019264361580075524 0.48280361072742778 -0.00296630621404609 -3.172468106018972e-05 0.0091101706946268672 -0.021796784080732323 -0.00022223597464854014 -0.0044707279473610488 -0.0067280642712904126 -0.022697023878876978 -0.00077868202859894596 -1.9270849162471406e-06 -0.015294261615276335 -0.00097572190291665554 -8.4338437601438367e-05 -0.01916744385198468 -2.4017090782294118e-05 0.068758089683455551 -0.0014545245083916352 -0.0094732656138838221 -0.00014017516872278924 3.6409363459780352e-06 -0.00039271468389720916 -0.00038559714286229686 -0.0010704727544526879
leaf_weight=58883 708 5173 460 47 76 517 22 67 605 70 32 13089 249 287 26 3061 9205 50 34 190 21 2732 20 194 42 1384 502933 407 174 30
leaf_count=58883 708 5173 460 47 76 517 22 67 605 70 32 13089 249 287 26 3061 9205 50 34 190 21 2732 20 194 42 1384 502933 407 174 30
internal_value=-3.26672e-06 -0.0012225 -0.00438329 -0.00783283 -0.00268459 -0.00181357 1.61504e-05 0.000508057 0.0125704 -0.000238903 -0.00905293 -0.000172592 -0.00693773 -0.00562397 -0.0165263 4.15379e-06 -0.000261403 -0.00101198 -0.000159632 -0.00175938 -0.00792165 1.01383e-05 0.000475853 -0.000377185 -9.46787e-05 -0.000415063 7.85708e-06 -1.84742e-05 -9.2349e-06 -0.000218811
internal_weight=600788 9418 2370 782 1588 1225 591370 14079 821 13258 99 13159 709 363 73 577291 12723 3111 7048 275 55 564568 2752 799 6773 1426 561816 9612 5347 220
internal_count=600788 9418 2370 782 1588 1225 591370 14079 821 13258 99 13159 709 363 73 577291 12723 3111 7048 275 55 564568 2752 799 6773 1426 561816 9612 5347 220

Tree=44
num_cat=0
split_feature=5 7 49 21 27 24 32 19 23 21 5 32 51 19 46 18 5 49 7 21 51 32 32 51 16 24 16 27
split_gain=4.54089 10.1014 4.4338 2.01472 1.29802 1.14946 1.11417 48.7887 1233.39 50.847 2.08527 7.22213 1.99993 0.888138 0.656995 20.1573 0.533503 0.287815 0.740645 0.233813 0.833494 1.37161 0.0591944 1.13361 0.0276782 0.018499 0.0081335 0.00804401
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.01657064072787762 1.6424518823623659 0.48480661213397985 0.0029871630249544982 -0.021760465577244755 1.1624502539634707 -0.4922413676977157 0.60958480834960949 -0.03797421604394912 0.00089683494297787558 0.24645754694938662 -0.0067873813677579156 2.1832678318023686 2.1199098825454716 0.026265495456755165 0.93284386396408092 -0.02751260437071323 0.48480661213397985 0.54038965702056896 -0.047317719087004655 -0.16990545392036435 0.48621574044227606 0.45985263586044317 0.17615187168121341
left_child=6 2 4 13 5 -2 14 8 -8 -10 11 -9 -12 -4 17 -16 -6 24 -19 22 21 -21 26 -24 -1 -17 -3 -22
right_child=1 19 3 -5 16 -7 7 10 9 -11 12 -13 -14 -15 15 25 -18 18 -20 20 27 -23 23 -25 -26 -27 -28 -29
leaf_value=4.124339916127179e-05 -0.0031047931682553747 3.2429896202510849e-06 -0.0064256731317488538 -0.022220982525944712 -0.0013774608419716968 0.00018243350687005154 0.41422734991747362 0.035706590085258359 -0.0015745972032286388 0.080451721510482133 -0.015534918256298019 -0.0029892992755263725 -0.00022165572306994229 -0.01347892661365094 0.044903560706446397 2.420124628785915e-05 -0.0063714768889486682 -0.00095834170614691831 -1.7495036496269397e-05 -0.00092400865297146513 -7.9868501156380787e-05 -0.018151569437324291 -0.0089711825498379767 -0.00013274588403163913 3.2891589103069152e-06 -0.0010578376395266227 -0.00036516048370979125 -0.0010137377166266864
leaf_weight=60456 708 5173 703 25 76 517 21 20 605 22 24 42 13345 54 29 797 287 3111 9612 34 190 21 42 1384 503239 47 174 30
leaf_count=60456 708 5173 703 25 76 517 21 20 605 22 24 42 13345 54 29 797 287 3111 9612 34 190 21 42 1384 503239 47 174 30
internal_value=-3.09358e-06 -0.00115771 -0.00415098 -0.00741769 -0.0025423 -0.00171745 1.52945e-05 0.00048113 0.0146853 0.00130352 -0.000204173 0.00949325 -0.000249146 -0.00692881 3.93364e-06 0.00145678 -0.0053259 1.73326e-06 -0.000247549 -0.000151172 -0.00166613 -0.0075018 -8.96607e-05 -0.000393064 7.35973e-06 -3.60545e-05 -8.74545e-06 -0.000207214
internal_weight=600788 9418 2370 782 1588 1225 591370 14079 648 627 13431 62 13369 757 577291 873 363 576418 12723 7048 275 55 6773 1426 563695 844 5347 220
internal_count=600788 9418 2370 782 1588 1225 591370 14079 648 627 13431 62 13369 757 577291 873 363 576418 12723 7048 275 55 6773 1426 563695 844 5347 220

Tree=45
num_cat=0
split_feature=5 7 24 49 49 8 21 5 4 7 19 0 49 13 0 28 15 29 19 33 51 15 51 15 16 29 7 16 51 19
split_gain=4.08542 9.09298 3.37632 1.49711 1.04484 2.38823 9.15627 3.21294 1.89605 37.6968 896.677 0.788978 0.788633 0.734834 0.555487 0.393195 0.381033 0.278075 15.7624 0.232805 0.674762 2.21419 0.178815 0.0868484 0.0607719 0.10556 0.052242 0.0260014 0.170997 0.0174757
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 2.1199098825454716 2.1199098825454716 0.023463943041861061 0.68607407808303844 1.8456857800483706 0.066476602107286467 -0.015038088895380495 0.0029871630249544982 0.0208179010078311 2.1199098825454716 0.40717452764511114 0.027091114781796936 0.097022641450166716 0.48480661213397985 1.8597307801246645 0.018366006202995781 0.21753699332475665 -0.042624477297067635 0.54038965702056896 -0.047317719087004655 0.48480661213397985 0.45985263586044317 0.2426954582333565 0.02491004299372435 0.45985263586044317 -0.047317719087004655 0.22732736915349963
left_child=4 2 3 14 8 6 7 -6 17 10 -10 12 -4 -5 -2 -13 -8 23 -19 27 21 -21 -11 -1 26 -26 -7 -3 -29 -22
right_child=1 19 11 13 5 24 16 -9 9 22 -12 15 -14 -15 -16 -17 -18 18 -20 20 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.2896461241736024e-06 -0.0041672568578582855 1.5705163029643414e-05 0.00025821183808111964 -0.0082722075101849552 -0.00041623422310482078 -0.0010216101013562197 -0.014484948403537274 -0.004695902472615969 0.253271905585776 -0.0014523667657990811 -0.00015600396778855973 -0.0040195533549080469 -0.0037403302641916807 -0.015046706888251578 -0.0082942893763064546 -0.011236809117874752 -0.02113169420970247 0.03313954956455422 0.00011602955492753106 -0.00024926147259613006 -4.9669832362610249e-05 -0.016398456815456951 -0.00010218075954118876 -0.00022584314077236077 -0.0010614201957344787 -2.1734600662826784e-06 5.9900736964667955e-06 -0.0027061792884390248 -7.5771015543610564e-05 -0.00095184651110759831
leaf_weight=557353 484 3910 415 333 2736 141 50 601 41 282 902 182 208 52 113 24 47 41 4164 86 347 33 12008 4525 439 664 9656 76 802 73
leaf_count=557353 484 3910 415 333 2736 141 50 601 41 282 902 182 208 52 113 24 47 41 4164 86 347 33 12008 4525 439 664 9656 76 802 73
internal_value=-2.92962e-06 -0.00126334 -0.00450765 -0.00661027 1.22254e-05 -0.000434778 -0.00165361 -0.00118701 2.32856e-05 0.00065041 0.0108626 -0.00201698 -0.00107677 -0.0091872 -0.00494842 -0.0048604 -0.0177055 8.62565e-06 0.000438019 -0.000160379 -0.00120465 -0.00472761 -0.000133161 5.41215e-06 -5.07902e-05 -0.000423759 -8.79931e-06 -4.28218e-05 -0.00030346 -0.000206477
internal_weight=600788 7138 1811 982 593650 14334 3434 3337 579316 13233 943 829 623 385 597 206 97 566083 4205 5327 539 119 12290 561878 10900 1103 9797 4788 878 420
internal_count=600788 7138 1811 982 593650 14334 3434 3337 579316 13233 943 829 623 385 597 206 97 566083 4205 5327 539 119 12290 561878 10900 1103 9797 4788 878 420

Tree=46
num_cat=0
split_feature=5 7 24 5 27 15 19 9 7 5 25 51 21 24 46 18 27 21 51 15 5 7 55 16 15 51 24 27 16
split_gain=3.67407 8.17873 2.22481 1.59686 1.10151 1.01119 42.5055 1773.83 4.44067 1.86851 7.01419 1.76802 0.683261 0.604445 0.570088 17.9375 0.305088 0.193634 0.691725 1.12631 0.179556 0.463274 0.11818 0.0598543 0.0488369 0.934161 0.0161679 0.0070615 0.0050293
threshold=2.0925335884094243 0.02491004299372435 1.6424518823623659 2.1832678318023686 0.017991068772971634 0.48480661213397985 0.0029871630249544982 0.00057220977032557141 -0.014777715317904947 -0.4922413676977157 0.060077833011746413 -0.03797421604394912 1.1624502539634707 2.4314453601837163 0.24645754694938662 -0.0067873813677579156 0.01657064072787762 0.93284386396408092 -0.02751260437071323 0.48480661213397985 1.8456857800483706 0.02491004299372435 -0.43770781159400934 0.41388021409511572 0.54038965702056896 -0.047317719087004655 0.48621574044227606 0.17615187168121341 0.45985263586044317
left_child=5 2 3 22 -5 14 7 -7 -9 10 -8 -11 16 -14 20 -16 -4 24 19 -19 23 -22 -2 -1 28 -26 -17 -20 -3
right_child=1 17 12 4 -6 6 9 8 -10 11 -12 -13 13 -15 15 26 -18 18 27 -21 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=6.0832906097008317e-06 -0.0034679905212954987 3.2402757222906712e-06 -0.0010505636532033081 -0.0055665509362307162 -0.010804165639728308 0.49286169234898364 0.034830706376484881 -0.024219793459177016 -0.0014234203220284175 -0.014596872366964816 -0.0033040485706019571 -0.00019882613255585473 -0.015046352462540382 -0.0029826447738866722 0.042341033481061455 4.3831693887572679e-06 -0.0034050537050424445 -0.00086994109695420134 -6.594017477147741e-05 -0.016481139529350913 -0.00095208715703859405 -1.5215985936450031e-05 -0.0015346750601164512 -0.00016901123479997232 -0.0081422709250113072 -0.00011895658230772261 -0.001007186107136225 -0.0009409203624158787 -0.00028645336040620026
leaf_weight=562990 139 5173 761 852 130 21 20 25 602 24 42 13345 20 28 29 797 194 34 190 21 1979 5911 246 5538 42 1384 47 30 174
leaf_count=562990 139 5173 761 852 130 21 20 25 602 24 42 13345 20 28 29 797 194 34 190 21 1979 5911 246 5538 42 1384 47 30 174
internal_value=-2.77435e-06 -0.00104135 -0.00373474 -0.00512569 -0.00625992 1.37658e-05 0.000457553 0.0137156 -0.00233237 -0.000182102 0.00899749 -0.000224673 -0.00183898 -0.00800919 2.94266e-06 0.0013563 -0.00152886 -0.00013566 -0.00151432 -0.00683058 8.92972e-07 -0.000250206 -0.00223268 4.3777e-06 -7.96829e-05 -0.000355267 -5.19483e-05 -0.000185256 -6.18682e-06
internal_weight=600788 9418 2370 1367 982 591370 14079 648 627 13431 62 13369 1003 48 577291 873 955 7048 275 55 576418 7890 385 568528 6773 1426 844 220 5347
internal_count=600788 9418 2370 1367 982 591370 14079 648 627 13431 62 13369 1003 48 577291 873 955 7048 275 55 576418 7890 385 568528 6773 1426 844 220 5347

Tree=47
num_cat=0
split_feature=49 8 21 19 35 34 4 51 14 20 18 4 49 26 16 15 9 51 19 15 11 7 49 7 26 2 16
split_gain=2.34504 5.4673 9.3332 3.46534 1.20837 0.456367 0.300056 0.88633 4.03992 0.470325 25.1679 0.330959 12.518 0.314005 0.276818 0.240452 0.730182 0.366503 0.220292 0.141151 0.124858 0.103382 0.148982 0.0758888 0.0594227 0.0280825 0.00999171
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.00089683494297787558 1.427729666233063 1.290300250053406 0.074781253933906569 -0.042624477297067635 0.52166172862052929 0.29659919440746313 -0.0058871116489171973 0.066476602107286467 1.8932956457138064 -2.052433848381042 0.37951336801052099 0.44384376704692846 -0.3861210942268371 -0.056350536644458764 0.0029871630249544982 0.54038965702056896 1.2308334708213808 0.02491004299372435 3.8195164203643803 0.0059639648534357556 0.51756390929222118 0.0068464160431176433 0.45985263586044317
left_child=6 2 3 4 -2 -5 9 8 23 11 -11 19 -13 -9 25 21 -17 -18 -15 -1 -16 22 -3 -8 -12 -4 -23
right_child=1 15 14 5 -6 -7 7 13 -10 10 24 12 -14 18 20 16 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=4.8025340768830697e-06 -0.00086407295949564333 -0.00036356484798597476 -0.013018667680695652 -0.005380667853485014 -0.0032853526097725073 -0.0092962649883622794 -0.0035993426464949151 -0.0068331210822128912 -0.020693771643514717 0.055962977582958283 -0.00025632197795784172 -0.00020977274083151012 0.019894335011284115 -0.001004597118520485 -0.017328198438181598 -0.0091206400988679704 -0.0042669996349245596 -0.0003617385856209614 -0.00012386397087702362 -0.00032182909041250706 -0.022062062867242715 6.5049529774595158e-06 -0.0039394818056685231 -0.00013655302648531915 0.00059267271989250339 -0.015462564751106713 -0.0002640568176429356
leaf_weight=564582 2859 120 25 293 726 117 20 20 33 23 845 1979 91 859 34 29 72 1081 11186 3741 29 11197 45 160 319 28 397
leaf_count=564582 2859 120 25 293 726 117 20 20 33 23 845 1979 91 859 34 29 72 1081 11186 3741 29 11197 45 160 319 28 397
internal_value=-1.61794e-05 -0.000628829 -0.00231261 -0.00188229 -0.00135441 -0.00649805 1.7135e-06 -0.000257524 -0.00364662 7.28214e-06 0.00106118 5.08896e-06 0.000674031 -0.000197692 -0.0171326 -9.39387e-05 -0.000814519 -0.000605606 -0.000186674 2.65247e-06 -0.0195073 -2.15069e-05 -0.00133881 -0.000521307 -2.36508e-05 -0.0143098 -2.75958e-06
internal_weight=600910 17052 4111 3995 3585 410 583858 12278 213 571580 1187 570393 2070 12065 116 12941 1182 1153 12045 568323 63 11759 165 180 1164 53 11594
internal_count=600910 17052 4111 3995 3585 410 583858 12278 213 571580 1187 570393 2070 12065 116 12941 1182 1153 12045 568323 63 11759 165 180 1164 53 11594

Tree=48
num_cat=0
split_feature=49 14 9 22 35 34 11 19 9 26 33 48 49 4 51 14 20 19 4 49 26 19 15 18 18 9 16
split_gain=2.10305 2.36574 3.26801 1.08261 1.07826 0.639397 0.468484 0.4536 0.468876 0.324281 0.308929 0.303161 0.27531 0.269093 0.794869 3.62304 0.421791 23.3997 0.296807 11.2262 0.281603 0.19756 0.126586 0.0819762 0.0708128 0.0533379 0.000838062
threshold=2.1199098825454716 0.38360404968261724 0.043699821457266814 0.11525325104594232 1.427729666233063 1.3853808641433718 1.1165336370468142 0.00089683494297787558 0.013295131269842388 -0.61221042275428761 0.45092988014221197 -2.2172124385833736 4.3860521316528329 0.074781253933906569 -0.042624477297067635 0.52166172862052929 0.29659919440746313 0.018366006202995781 0.066476602107286467 1.8932956457138064 -2.052433848381042 0.0029871630249544982 0.54038965702056896 0.0027384775457903747 0.002243474125862122 0.098191849887371077 0.049839688464999206
left_child=13 4 3 6 7 9 -3 11 -9 -6 -5 -2 25 16 15 24 18 -18 22 -20 -16 -22 -1 -19 -15 -4 -7
right_child=1 2 12 10 5 26 -8 8 -10 -11 -12 -13 -14 14 20 -17 17 23 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=4.5479993860597527e-06 -0.001288099686723334 -0.002453068515236737 -0.0014048959192420605 -0.0081696062166666181 -0.0017850043966013873 -0.00032929223964329139 -0.0063711905524368399 -0.0026476046198841276 -0.00031232956657398307 -0.0039006253461114893 -0.013239539189235074 -0.00016112064255632396 -0.0067712891873859919 -0.00010141440296233725 -0.0064709655851416751 -0.019597001948153992 0.052806165498283618 -0.0034279087065515342 -0.00019865478583669873 0.018839935663381366 -0.00095135346233712274 -0.0001172991802962781 -0.00030477215012008279 -5.1886457786470108e-06 -0.0033108449332490139 -0.00025268207061777579 2.4896505194027179e-05
leaf_weight=564582 707 159 139 93 433 20 186 454 516 384 53 12984 20 158 20 33 24 20 1979 91 859 11186 3741 1143 22 600 304
leaf_count=564582 707 159 139 93 433 20 186 454 516 384 53 12984 20 158 20 33 24 20 1979 91 859 11186 3741 1143 22 600 304
internal_value=-1.53219e-05 -0.000595501 -0.00281509 -0.00618442 -0.000419923 -0.00198928 -0.00456545 -0.000297787 -0.00140533 -0.00277937 -0.0100101 -0.000219318 -0.000635462 1.62269e-06 -0.000243876 -0.00345335 6.89619e-06 0.00100494 4.81924e-06 0.000638307 -0.000187214 -0.000176781 2.51189e-06 -6.40488e-05 -0.000493678 -0.000469404 3.033e-06
internal_weight=600910 17052 1250 491 15802 1141 345 14661 970 817 146 13691 759 583858 12278 213 571580 1187 570393 2070 12065 12045 568323 1163 180 739 324
internal_count=600910 17052 1250 491 15802 1141 345 14661 970 817 146 13691 759 583858 12278 213 571580 1187 570393 2070 12065 12045 568323 1163 180 739 324

Tree=49
num_cat=0
split_feature=5 7 24 27 27 16 51 16 15 16 7 19 7 20 18 5 26 33 51 20 46 7 9 46 48 16 51 20 33
split_gain=3.01311 6.94141 2.82627 1.04184 0.58537 0.502951 0.452766 0.966811 1.4213 0.387667 37.1882 0.350703 0.331503 0.316129 21.6189 0.225038 0.214473 0.184793 0.77189 1.50775 0.158986 0.147361 0.143384 0.118597 0.049273 0.0207981 0.16808 0.00777317 0.00300304
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 0.01657064072787762 0.01657064072787762 0.45985263586044317 0.2265584394335747 0.90565890073776256 0.48480661213397985 0.41388021409511572 -0.015038088895380495 -0.011386015452444552 0.022436938248574737 0.29659919440746313 -0.0058871116489171973 1.8976381421089175 1.3073041439056399 0.36706534028053289 -0.042624477297067635 -0.0030915157403796907 -0.001559219555929303 0.030422003939747814 0.0011920230463147166 0.013026009779423477 -1.4635246396064756 0.45985263586044317 -0.03797421604394912 0.29659919440746313 0.29839360713958746
left_child=5 2 3 20 22 9 7 12 -9 13 -11 -8 -7 15 -15 -1 -6 25 19 -19 -2 -13 -4 -5 -12 28 -27 -20 -3
right_child=1 17 4 23 16 6 11 8 -10 10 24 21 -14 14 -16 -17 -18 18 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=5.1076806642902295e-06 -0.0061270420415689645 2.1090321925182055e-05 -0.0022024432903138252 -0.013575079491766897 -0.0093956736585125329 -0.0020565882634462984 -0.0071995924388293135 -4.4719909317500417e-05 -0.012953649946640286 0.057425628308573888 -0.0012407101369610637 -0.00046066519669965545 -0.0004342917434135968 0.051753208945626801 -0.00011814524191823047 -0.00028041412101351137 -0.0036226962502808012 -0.001304294269389292 6.4614645631334299e-05 -0.016949739225844192 -0.0045991718717025296 -3.4789159860719058e-05 -0.00047243474634043795 -0.0094148524592362216 -7.4056142687694963e-05 -0.0025219947420424605 -3.4670461137788984e-05 -0.0006993241179128702 -0.00057355899106914879
leaf_weight=569930 303 3967 187 23 20 453 20 50 46 32 107 3397 1616 23 1207 7861 188 62 288 24 519 6955 480 118 2049 84 834 43 24
leaf_count=569930 303 3967 187 23 20 453 20 50 46 32 107 3397 1616 23 1207 7861 188 62 288 24 519 6955 480 118 2049 84 834 43 24
internal_value=-1.45098e-05 -0.00109495 -0.00390329 -0.00588436 -0.00172298 -1.47345e-06 -0.000333603 -0.00103074 -0.00623025 5.69078e-06 0.000709837 -0.000188086 -0.000789488 3.02995e-06 0.000851807 1.22308e-06 -0.00417779 -0.000125795 -0.00119694 -0.00567046 -0.00516236 -0.00017454 -0.00095746 -0.0100935 -0.000131956 -3.4806e-05 -0.000262269 -3.46282e-05 1.75144e-05
internal_weight=600910 7164 1838 963 875 593746 12537 2165 96 581209 2188 10372 2069 579021 1230 577791 208 5326 417 86 822 10352 667 141 2156 4909 918 331 3991
internal_count=600910 7164 1838 963 875 593746 12537 2165 96 581209 2188 10372 2069 579021 1230 577791 208 5326 417 86 822 10352 667 141 2156 4909 918 331 3991

Tree=50
num_cat=0
split_feature=5 7 24 49 27 49 21 7 19 7 27 27 49 5 15 26 21 51 15 49 7 55 46 18 4 4 0 15 51 4
split_gain=2.70219 6.22511 2.53462 1.12519 0.685417 0.657893 1.81783 6.67018 0.827959 1.97837 0.62401 0.524965 0.636009 0.473442 0.224576 0.193288 0.152585 0.511783 1.0154 0.139856 16.1624 43.4864 0.117309 13.2128 0.109458 0.0585092 0.033404 0.0250347 0.661667 0.00824752
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 2.1199098825454716 0.017245559953153137 2.1199098825454716 0.68607407808303844 0.030422003939747814 0.00089683494297787558 0.029043892398476604 0.015353033784776928 0.01657064072787762 2.1199098825454716 1.8456857800483706 0.48480661213397985 1.3844029903411867 0.68607407808303844 -0.03797421604394912 0.54038965702056896 1.8932956457138064 -0.015038088895380495 -0.53619280457496632 0.24645754694938662 -0.0067873813677579156 0.054184773936867721 0.066476602107286467 0.034351512789726264 0.54038965702056896 -0.042624477297067635 0.10157812014222146
left_child=5 2 3 4 -2 19 8 14 13 -10 -5 12 -4 -7 -8 -13 27 18 -18 22 21 -21 24 -24 -1 -22 -9 29 -29 -3
right_child=1 16 11 10 -6 6 7 26 9 -11 -12 15 -14 -15 -16 -17 17 -19 -20 20 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.4007153526892078e-06 -0.0032293207186819125 1.5308309330663528e-05 0.00026096776189262519 -0.0070804328685759813 -0.0079824186755487539 7.1105772904378619e-05 -0.01315651999193209 3.9687861968625702e-05 -0.0048792078217097133 -0.00032751177734398915 -0.014232350444715275 -0.0085385092085470318 -0.0032005607658200379 -0.00069453637921884019 -0.018111945114877761 -0.003386695661536745 -0.00065493445662875838 -5.4275915903845623e-05 -0.014710524368226867 0.091633863759721115 1.5914969924722766e-06 -0.00032679057930738069 0.035320764883855972 -0.00010998950555904837 -0.00013398742051326854 -0.00052955660394200072 -0.001479233481823417 -0.0068833180648479163 -2.4819198671795457e-05 -0.00099127313360140358
leaf_weight=556133 472 3905 442 349 104 9607 54 302 356 1088 38 23 225 2970 49 185 42 204 22 20 4509 52 30 2042 15818 669 47 41 1089 23
leaf_count=556133 472 3905 442 349 104 9607 54 302 356 1088 38 23 225 2970 49 185 42 204 22 20 4509 52 30 2042 15818 669 47 41 1089 23
internal_value=-1.37408e-05 -0.00103692 -0.00369642 -0.00557249 -0.00408752 -1.39535e-06 -0.000354347 -0.00366256 -0.000247699 -0.00144968 -0.00778269 -0.00163166 -0.000906714 -0.000109697 -0.015514 -0.00395637 -0.000119128 -0.00135153 -0.00548654 7.42306e-06 0.000279731 0.0252178 4.93254e-06 0.000403004 3.49045e-06 -6.70331e-05 -0.000164866 -5.38285e-05 -0.000273667 9.41438e-06
internal_weight=600910 7164 1838 963 576 593746 14473 452 14021 1444 387 875 667 12577 103 208 5326 268 64 579273 5250 72 574023 2072 571951 5178 349 5058 1130 3928
internal_count=600910 7164 1838 963 576 593746 14473 452 14021 1444 387 875 667 12577 103 208 5326 268 64 579273 5250 72 574023 2072 571951 5178 349 5058 1130 3928

Tree=51
num_cat=0
split_feature=5 7 49 27 27 24 24 4 49 7 22 9 24 19 7 4 5 27 29 19 33 51 15 5 13 16 33 0 24 29
split_gain=2.4251 5.71375 2.61144 1.08619 0.92039 0.611396 0.536413 0.47684 1.33603 2.82787 1.28255 0.546009 0.463087 0.437471 2.91949 0.304224 6.67912 50.9919 0.227222 14.3352 0.119943 0.539642 1.26383 0.113793 0.113217 0.0774899 0.0765945 0.029869 0.133498 0.015059
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.01657064072787762 0.01657064072787762 1.6424518823623659 1.6424518823623659 0.074781253933906569 2.1199098825454716 0.030422003939747814 1.6594305634498598 -0.51240262389183033 1.7624286413192751 0.0035503690596669917 -0.015038088895380495 0.066476602107286467 1.8976381421089175 0.026571591384708885 1.8597307801246645 0.018366006202995781 0.36706534028053289 -0.042624477297067635 0.54038965702056896 1.8456857800483706 -0.50043711066246022 0.0065342993475496778 -0.0092672887258231623 0.027091114781796936 -0.10920570790767668 3.2005439996719365
left_child=7 2 4 6 5 -2 -4 15 13 10 -10 -11 -6 14 -9 18 25 -18 23 -20 27 22 -22 -1 -15 -17 -5 -3 -29 -23
right_child=1 20 3 26 12 -7 -8 8 9 11 -12 -13 -14 24 -16 16 17 -19 19 -21 21 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.011068406574856e-06 -0.0021974844142959196 1.4973072848563704e-05 -0.0061312240862878417 -0.011239885932869382 -0.0062788925427222832 0.0001840425897387139 -0.0031541899755462349 -0.018088480021605003 -0.0051200296636360366 -0.0085773592782966077 -0.015529240747484819 -0.0003058802283915308 -0.0025442621143195146 -0.00042848257867740211 -0.00071853216006911673 -0.0013315241334408831 -0.00079700307404766591 0.090202158475395117 0.032797709567178236 9.9149928237337752e-05 -0.00030169563267124215 8.802841396140322e-05 -0.012854805173253584 -0.00019622640958814503 3.9602850669409389e-05 -7.8316794608527618e-05 -0.015330630695074796 -0.0045899324928817802 -0.00021400357641332643 -0.00078563160349249996
leaf_weight=564736 696 5559 465 36 163 536 268 28 266 23 38 885 218 1755 929 150 128 20 38 4227 71 376 33 8005 8393 1823 20 20 940 65
leaf_count=564736 696 5559 465 36 163 536 268 28 266 23 38 885 218 1755 929 150 128 20 38 4227 71 376 33 8005 8393 1823 20 20 940 65
internal_value=-1.30125e-05 -0.000854619 -0.00308764 -0.0055863 -0.00186541 -0.00116137 -0.00504276 4.57302e-07 -0.00032586 -0.00199672 -0.00642118 -0.0005154 -0.00414202 -0.000143502 -0.00122674 7.39749e-06 0.000640984 0.0115002 5.06851e-06 0.000390485 -9.53175e-05 -0.000850635 -0.00428489 2.19844e-06 -4.13481e-05 -0.000173594 -0.0127009 -3.21716e-05 -0.000305169 -4.07423e-05
internal_weight=600910 9466 2402 789 1613 1232 733 591444 12317 1212 304 908 381 11105 957 579127 2121 148 577006 4265 7064 545 104 572741 10148 1973 56 6519 960 441
internal_count=600910 9466 2402 789 1613 1232 733 591444 12317 1212 304 908 381 11105 957 579127 2121 148 577006 4265 7064 545 104 572741 10148 1973 56 6519 960 441

Tree=52
num_cat=0
split_feature=4 51 14 7 7 19 7 35 7 16 16 29 19 31 11 48 25 8 34 8 15 51 46 29 16 26 19 8 2
split_gain=0.724936 0.633764 2.92674 2.10602 0.459512 0.509223 2.30506 0.343508 0.29542 0.264386 0.209502 0.206794 11.2515 18.1003 0.572864 0.175812 0.156125 0.122562 0.119923 0.190776 0.103611 1.51864 0.0552045 0.046326 0.572616 0.0378016 0.0278674 0.0215566 0.00438003
threshold=0.059470143169164665 -0.042624477297067635 0.52166172862052929 0.1077876463532448 0.027626098133623603 0.0029871630249544982 -0.015298211015760897 1.427729666233063 -0.01220609527081251 0.59598356485366832 0.45985263586044317 1.8597307801246645 0.018366006202995781 -0.16137433797121045 0.35103566944599157 -2.9709000587463374 0.47527225315570837 -0.0069687394425272933 1.3853808641433718 -0.0073875426314771167 0.48480661213397985 -0.047317719087004655 0.24645754694938662 0.2426954582333565 0.90565890073776256 -0.58059039711952198 0.0024347682483494286 -0.010413152631372212 0.049754880368709571
left_child=7 2 8 -4 5 6 -3 11 -2 -7 -10 20 13 -13 -14 17 -5 27 19 -17 22 -22 -1 24 -6 -19 -25 -9 -20
right_child=1 4 3 16 23 9 -8 15 10 -11 -12 12 14 -15 -16 18 -18 25 28 -21 21 -23 -24 26 -26 -27 -28 -29 -30
leaf_value=-4.9639218469716627e-06 -0.0069505928310598913 -0.016503968014752415 -0.020287102532995815 -0.0068168461135258733 -0.00012644008289511483 -0.00024753350005562823 -0.0013413070016033909 -0.0005650388496565397 -0.00015814295263169445 -0.00099332235214339717 -0.0021985795818877021 -0.0055133349274031134 -9.889943162169489e-05 0.064152146204933522 0.0021540348836335994 -0.00021817531434426834 -0.00088889217582674548 -0.0028109245484341113 3.5446590597789847e-07 -0.00085694675026604388 -0.0076489121952720059 -0.00013110976106743913 -0.00059952910063848128 -0.00044530264058072742 -0.0048375823490100448 -0.0056973418344557283 4.435952959542277e-06 -0.0021462698974604433 -0.00030952804551912037
leaf_weight=565044 21 30 38 24 2149 4054 460 74 672 1991 179 22 3787 20 346 3671 26 26 2516 2045 77 3821 439 405 75 25 8715 36 135
leaf_count=565044 21 30 38 24 2149 4054 460 74 672 1991 179 22 3787 20 346 3671 26 26 2516 2045 77 3821 439 405 75 25 8715 36 135
internal_value=-2.00147e-05 -0.000343594 -0.00167021 -0.0108821 -0.000272362 -0.00062637 -0.00226963 -9.54213e-06 -0.000740574 -0.000493169 -0.00058733 -4.5775e-06 0.000367069 0.0276607 8.97082e-05 -0.000343441 -0.00373431 -0.00207824 -0.00031006 -0.000446707 -7.3026e-06 -0.000279614 -5.4255e-06 -6.84262e-05 -0.000285314 -0.00422583 -1.5536e-05 -0.00108253 -1.5426e-05
internal_weight=600923 18839 960 88 17879 6535 490 582084 872 6045 851 573556 4175 42 4133 8528 50 161 8367 5716 569381 3898 565483 11344 2224 51 9120 110 2651
internal_count=600923 18839 960 88 17879 6535 490 582084 872 6045 851 573556 4175 42 4133 8528 50 161 8367 5716 569381 3898 565483 11344 2224 51 9120 110 2651

Tree=53
num_cat=0
split_feature=49 7 21 3 35 14 13 32 51 20 49 26 46 35 26 3 17 16 32 9 51 4 32 24 0 23 29 23
split_gain=1.4187 3.87454 7.02174 1.74697 0.640198 0.294582 0.235684 0.213504 5.01207 1.60269 0.53145 0.501278 0.355675 15.5258 0.742279 0.403923 8.81264 0.259104 0.193727 0.533532 0.4007 0.121873 0.0632914 0.0596316 0.0331329 0.0727253 0.0275703 0.00936128
threshold=2.1199098825454716 0.02491004299372435 0.68607407808303844 0.024765206500887874 1.3762313127517702 0.52166172862052929 0.34338749945163732 0.54038965702056896 -0.047317719087004655 0.0037617344642058019 1.0000000180025095e-35 0.49139747023582464 0.24645754694938662 1.0885237455368044 -1.8247658610343931 0.093698535114526763 -0.81133443117141713 -1.081806421279907 0.48480661213397985 -0.42101785540580744 -0.069145970046520219 0.16129671037197116 0.48480661213397985 1.1259797215461733 0.031563356518745429 0.019086522050201896 0.031955562531948097 -0.073288373649120317
left_child=7 2 3 4 -2 -5 26 12 9 11 21 -9 15 14 -14 22 -17 -12 24 -20 -21 -10 -1 -8 27 -26 -4 -3
right_child=1 18 6 5 -6 -7 23 8 10 -11 17 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=-2.0723717432778505e-06 -0.00076340499420335351 -0.0004000793487908177 -0.011785928969737142 -0.0038032715203410107 -0.0023939701214948672 -0.0068218860358513628 -0.016091787744080648 -0.0048310528155839578 -0.0038614990404198441 -0.026186217979661055 -0.0027455923854346003 -0.015023729913908502 -0.0095703950796256938 0.035152455803634235 -0.00011530118552444371 0.035108446271757458 -4.9737587230938343e-05 -6.3422496091611967e-05 -0.0093192725661210719 -0.0062340661760022422 -0.00038132222523730528 -0.0015851226337256334 -0.0002967363025448399 -0.019726478704029608 -0.0037694847420149014 -0.00029986733721541119 -0.014122651412435199 2.4095908543817025e-05
leaf_weight=567590 2618 148 37 243 912 145 32 33 101 21 102 23 24 36 827 21 432 12436 20 34 979 191 2055 21 20 112 23 11687
leaf_count=567590 2618 148 37 243 912 145 32 33 101 21 102 23 24 36 827 21 432 12436 20 34 979 191 2055 21 20 112 23 11687
internal_value=-1.89539e-05 -0.000495778 -0.00193137 -0.00155571 -0.00118467 -0.00493136 -0.0149566 -5.04586e-06 -0.000218209 -0.0136998 -0.000137299 -0.00901733 -2.27353e-07 0.00106025 -0.000381955 -1.87733e-06 0.00158011 -8.52427e-05 -5.06335e-05 -0.000747007 -0.000577762 -0.0023725 -3.13537e-06 -0.0175319 9.47792e-06 -0.000825567 -0.0126817 1.87915e-05
internal_weight=600923 17031 4031 3918 3530 388 113 583892 12907 77 12830 56 570985 887 851 570098 453 12538 13000 1033 1013 292 569645 53 11967 132 60 11835
internal_count=600923 17031 4031 3918 3530 388 113 583892 12907 77 12830 56 570985 887 851 570098 453 12538 13000 1033 1013 292 569645 53 11967 132 60 11835

Tree=54
num_cat=0
split_feature=5 7 24 49 21 13 49 21 7 19 8 5 18 0 49 14 20 18 21 51 19 4 19 19 0 15 51 7 4
split_gain=2.24868 5.41877 2.0015 0.921531 0.531168 0.500899 0.404474 1.20937 4.76886 0.561467 1.61511 0.391543 0.366009 0.324019 0.313778 0.149504 0.114932 22.8456 0.0630499 0.327028 0.0587309 0.0570869 0.408809 0.0667423 0.0345038 0.0168716 0.470472 0.012718 0.00445851
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 2.1199098825454716 0.93284386396408092 0.40717452764511114 2.1199098825454716 0.68607407808303844 0.029043892398476604 0.00089683494297787558 0.024757893756031994 1.8456857800483706 0.04507111385464669 0.022203863598406318 2.1199098825454716 0.63708806037902843 0.29659919440746313 -0.004913503071293234 1.4956800341606142 -0.022565153427422043 0.021078653633594516 0.066476602107286467 0.0035503690596669917 0.16130571067333224 0.034351512789726264 0.54038965702056896 -0.047317719087004655 0.21512238681316379 0.066476602107286467
left_child=6 2 3 13 14 -5 16 9 15 11 -11 -8 -6 -2 -4 -9 21 -18 25 -20 -19 23 -23 -1 -10 28 -27 -21 -3
right_child=1 18 4 5 12 -7 7 8 24 10 -12 -13 -14 -15 -16 -17 17 20 19 27 -22 22 -24 -25 -26 26 -28 -29 -30
leaf_value=2.2227178054207188e-07 -0.0030218620883826555 2.2592524248872046e-05 -0.00049392925123830137 -0.0061502196262087517 -0.011152442894804363 -0.011537524531129746 8.157857130519564e-05 -0.01185518960272228 7.8704606124638366e-05 -0.0043434759305919267 -0.00018164047981953746 -0.00061570799483844486 -0.0018639740376040041 -0.0059635598234130324 -0.002814372533118946 -0.016327089511354764 0.056763622455298902 -0.0029505564430118759 -0.0074499337037908838 -0.0007808899082050512 -0.00013295905719788633 -0.00096878652352496493 -5.3105035843701014e-06 0.00032081634188045344 -0.00143346205778534 -0.0056600418149731881 -1.2823305515129841e-05 0.00023043122207036504 -0.00025976847882662506
leaf_weight=563093 489 3725 574 361 26 56 9615 70 314 346 1078 2958 22 134 229 30 20 21 20 62 1990 1394 10988 1830 49 43 1142 80 164
leaf_count=563093 489 3725 574 361 26 56 9615 70 314 346 1078 2958 22 134 229 30 20 21 20 62 1990 1394 10988 1830 49 43 1142 80 164
internal_value=-1.79493e-05 -0.000953777 -0.00338557 -0.00494533 -0.00147941 -0.00687369 -6.71713e-06 -0.000283592 -0.0029486 -0.000195437 -0.00119287 -8.24693e-05 -0.00689523 -0.00365459 -0.00115567 -0.0131968 1.93559e-07 0.000398189 -7.55253e-05 -0.00110481 -0.000162382 -1.20662e-06 -0.000113781 1.2608e-06 -0.000125417 -4.26628e-05 -0.000217743 -0.000211132 1.06853e-05
internal_weight=600923 7127 1891 1040 851 417 593796 14460 463 13997 1424 12573 48 623 803 100 579336 2031 5236 162 2011 577305 12382 564923 363 5074 1185 142 3889
internal_count=600923 7127 1891 1040 851 417 593796 14460 463 13997 1424 12573 48 623 803 100 579336 2031 5236 162 2011 577305 12382 564923 363 5074 1185 142 3889

Tree=55
num_cat=0
split_feature=5 7 24 49 27 21 27 49 21 7 8 5 20 49 5 9 20 18 21 51 4 51 3 35 0 15 51 7 4
split_gain=2.01664 4.8596 1.79496 0.826438 0.555159 0.476356 0.442343 0.362736 1.08458 4.27675 0.481736 2.21571 0.328874 0.281399 0.137988 0.106792 0.103072 20.4881 0.0565437 0.293282 0.0511961 0.251392 0.0780925 0.0449898 0.0309433 0.0151306 0.421923 0.0114056 0.00399843
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 2.1199098825454716 0.01657064072787762 0.93284386396408092 0.017245559953153137 2.1199098825454716 0.68607407808303844 0.029043892398476604 0.024757893756031994 1.8456857800483706 0.020929435268044475 2.1199098825454716 1.8456857800483706 -0.57013636827468861 0.29659919440746313 -0.004913503071293234 1.4956800341606142 -0.022565153427422043 0.066476602107286467 -0.02751260437071323 0.093698535114526763 0.1867935508489609 0.034351512789726264 0.54038965702056896 -0.047317719087004655 0.21512238681316379 0.066476602107286467
left_child=7 2 3 6 -5 13 -2 16 10 14 11 -9 -7 -4 -10 -12 20 -18 25 -20 22 -22 -1 -19 -11 28 -27 -21 -3
right_child=1 18 5 4 -6 12 -8 8 9 24 15 -13 -14 -15 -16 -17 17 23 19 27 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=1.9920857633237416e-07 -0.0028069366363801251 2.139512049613876e-05 -0.00046775100117596571 -0.0058970540809619556 -0.012616622007991136 -0.010565254183092083 -0.0065107115931808948 -9.9015092669845633e-05 -0.011360658584261933 7.4533259857964519e-05 -0.0016986807890215843 -0.0036130775360355403 -0.0017605852168688383 -0.0026652107886140394 -0.015907349268198014 8.0782743641375234e-06 0.053755152889341108 4.0377545210374951e-05 -0.0070550871788058423 -0.00073950273815752291 -0.0014977706306300404 -6.6721803043289838e-05 0.00039154077980529717 -0.00047745042918190473 -0.001357488571305056 -0.0053600596053915662 -1.2143670818337953e-05 0.00021821836759318102 -0.00024600074343235486
leaf_weight=563487 513 3725 574 379 38 26 110 2793 75 314 104 615 22 229 25 10485 20 1257 20 62 355 12027 1436 754 49 43 1142 80 164
leaf_count=563487 513 3725 574 379 38 26 110 2793 75 314 104 615 22 229 25 10485 20 1257 20 62 355 12027 1436 754 49 43 1142 80 164
internal_value=-1.6998e-05 -0.000903226 -0.00320614 -0.00468322 -0.00650939 -0.001401 -0.00346089 -6.36112e-06 -0.000268562 -0.00279233 -0.000185079 -0.000733155 -0.00652978 -0.00109442 -0.0124973 -8.68468e-06 1.833e-07 0.000377085 -7.15224e-05 -0.00104626 -1.14267e-06 -0.000107751 1.19398e-06 -0.000153776 -0.00011877 -4.04016e-05 -0.000206203 -0.000199942 1.0119e-05
internal_weight=600923 7127 1891 1040 417 851 623 593796 14460 463 13997 3408 48 803 100 10589 579336 2031 5236 162 577305 12382 564923 2011 363 5074 1185 142 3889
internal_count=600923 7127 1891 1040 417 851 623 593796 14460 463 13997 3408 48 803 100 10589 579336 2031 5236 162 577305 12382 564923 2011 363 5074 1185 142 3889

Tree=56
num_cat=0
split_feature=49 7 14 22 19 11 33 15 51 7 19 19 7 49 46 35 26 3 17 15 9 29 8 14 22 15 0 23 8
split_gain=1.02847 2.86809 3.30641 0.888229 0.505016 0.609405 0.311616 0.170976 4.26219 1.53 0.578176 0.531735 3.41548 0.507078 0.278984 13.8374 1.03033 0.354799 7.90402 0.160555 0.506449 2.66618 0.414785 0.116736 0.0558623 0.0532925 0.0272955 0.0576098 0.00838774
threshold=2.1199098825454716 0.02491004299372435 0.30085960030555731 0.11525325104594232 0.0013983871904201808 1.1305215358734133 0.1252095624804497 0.54038965702056896 -0.047317719087004655 0.055371608585119254 -0.0025074785808101292 0.0029871630249544982 -0.013408305589109657 1.0000000180025095e-35 0.24645754694938662 1.0885237455368044 -1.8247658610343931 0.093698535114526763 -0.81133443117141713 0.48480661213397985 -0.031019603833556172 0.35388745367527014 0.022201816551387313 0.52166172862052929 0.47803112864494329 0.48480661213397985 0.031563356518745429 0.019086522050201896 0.015193636063486339
left_child=7 2 4 23 5 -2 -5 14 9 -9 -11 12 -10 -13 17 16 -16 25 -19 26 21 -21 -22 -4 -6 -1 28 -28 -3
right_child=1 19 3 6 24 -7 -8 8 11 10 -12 13 -14 -15 15 -17 -18 18 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=-1.6083175685025424e-06 -0.00062833829118523921 -0.00069812725217392052 -0.0035242451164670579 -0.0075032652740913402 -0.0035594249066413161 -0.0021747291685640774 -0.01334456685737803 -0.021028980949564891 -0.022771383104579788 0.00030640505050264654 -0.011988325887783008 -0.0022370792539705151 -0.00089067748497144168 -1.9177014806996176e-06 -0.011247716500152213 0.033124410405302319 -0.00010809771539050553 0.033234130982353928 -6.227349285080031e-05 -0.021024197607655965 -0.0074933896909721862 0.00040535574861561355 -0.00012921165076962285 -0.0059194903730773012 -0.0059448812548603324 -0.00027199650059290647 -0.003362471696740249 -0.00027440385979155376 2.6841391150273961e-05
leaf_weight=567590 2532 45 102 46 130 998 58 34 21 21 22 292 438 12079 24 36 827 21 432 21 22 73 917 130 35 2055 20 112 11790
leaf_count=567590 2532 45 102 46 130 998 58 34 21 21 22 292 438 12079 24 36 827 21 432 21 22 73 917 130 35 2055 20 112 11790
internal_value=-1.60971e-05 -0.000422081 -0.00165722 -0.0066909 -0.00119949 -0.00106553 -0.0107609 -4.25535e-06 -0.000195011 -0.0126272 -0.00598392 -0.000120398 -0.00189176 -5.46755e-05 5.66277e-08 0.000939275 -0.000422259 -1.40468e-06 0.00148127 -3.90921e-05 -0.000673048 -0.0043821 -0.000301748 -0.00486641 -0.00406543 -2.58375e-06 1.56315e-05 -0.000742293 2.40849e-05
internal_weight=600923 17031 4031 336 3695 3530 104 583892 12907 77 43 12830 459 12371 570985 887 851 570098 453 13000 1033 94 939 232 165 569645 11967 132 11835
internal_count=600923 17031 4031 336 3695 3530 104 583892 12907 77 43 12830 459 12371 570985 887 851 570098 453 13000 1033 94 939 232 165 569645 11967 132 11835

Tree=57
num_cat=0
split_feature=5 7 24 15 19 5 21 5 7 27 27 5 28 46 18 8 5 7 33 8 15 34 46 12 48 48 46 28 46
split_gain=1.58226 3.85201 1.64875 1.39323 34.6231 1213.21 32.2354 1.4269 6.73609 0.500704 0.443144 0.327135 0.184807 0.133255 2.0394 0.129479 0.109186 0.487943 0.0886317 0.121426 0.160603 0.0793466 0.0613951 0.0433633 0.0424082 0.0199163 0.00866455 0.00626549 0.00518721
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 0.48480661213397985 0.0029871630249544982 0.56375801563262951 1.1624502539634707 -0.4922413676977157 -0.0390078667551279 0.017245559953153137 0.01657064072787762 -0.29758813977241511 0.0792057439684868 0.24645754694938662 -0.0067873813677579156 -0.0032915415940806265 1.8976381421089175 0.02491004299372435 0.21753699332475665 0.10345193371176721 0.54038965702056896 1.1357092261314394 0.025992144830524925 0.34601511061191564 -1.8403685092926023 0.79753869771957409 -0.058801311999559396 0.017491200007498268 -0.024626381695270535
left_child=3 2 9 13 5 -5 -7 8 -6 15 24 -9 -12 16 -15 -2 23 -18 26 20 -20 -16 -11 -1 -4 -21 27 -3 -28
right_child=1 18 10 4 7 6 -8 11 -10 22 12 -13 -14 14 21 -17 17 -19 19 25 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=7.6730998480711522e-06 -0.0030176227433807573 0.00027871053864454058 -0.00093815687478381721 0.41886530749549855 -0.0039369429645540058 -0.0017557233166326702 0.058348995457475003 -0.004229354096041923 0.033293724120856495 -0.0091162573879377696 -0.0027170383698383641 -9.6032755765442529e-05 -0.0073759474525556595 -0.014005597630816121 -3.1661232873016708e-05 -0.0043661540917111922 -0.00093055702817261424 4.3590661224007854e-05 -1.8925620569306868e-05 -0.0007855606873776712 -0.0030271537578677372 -0.0022091046120296231 -0.0065918345689910266 -4.6265146432201629e-05 -8.5629602827750543e-05 0.00017557534839675738 -0.00028212494107851196 0.0013633949621150913 1.9550018644857042e-05
leaf_weight=524601 325 52 320 20 43 697 26 54 20 36 164 13658 28 31 786 520 1917 5858 88 81 115 50 109 45499 336 240 166 21 4509
leaf_count=524601 325 52 320 20 43 697 26 54 20 36 164 13658 28 31 786 520 1917 5858 88 81 115 50 109 45499 336 240 166 21 4509
internal_value=3.1376e-06 -0.000782808 -0.0028721 1.25569e-05 0.000525363 0.0116698 0.000405719 -7.5747e-05 0.00788232 -0.00434124 -0.00115696 -0.00011231 -0.00339646 -3.07115e-07 -0.000656879 -0.00384749 6.77957e-07 -0.000196595 -5.44078e-05 -0.000708551 -0.00172309 -0.000161891 -0.00721859 3.36835e-06 -0.000501497 -6.69543e-05 1.77849e-05 0.000590743 8.83814e-06
internal_weight=600370 7110 1838 593260 14518 743 723 13775 63 990 848 13712 192 578742 867 845 577875 7775 5272 524 203 836 145 570100 656 321 4748 73 4675
internal_count=600370 7110 1838 593260 14518 743 723 13775 63 990 848 13712 192 578742 867 845 577875 7775 5272 524 203 836 145 570100 656 321 4748 73 4675

Tree=58
num_cat=0
split_feature=49 8 21 19 4 20 8 9 34 51 18 34 19 15 20 18 45 15 15 26 1 9 33 21 11 49 8 49 19
split_gain=0.878519 2.52075 4.95095 1.81123 1.58076 18.4013 372.067 1395.84 0.516318 0.506534 0.30046 0.224395 0.16097 0.13701 0.0936686 2.28366 0.10716 3.07523 0.111291 0.0770157 0.049844 0.171888 0.470069 0.122841 0.044563 0.0240058 0.0173544 0.0528743 0.00617503
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.00089683494297787558 0.066476602107286467 0.016878103837370876 -0.01495661213994026 0.0098319523967802542 1.2166427373886111 -0.042624477297067635 -0.021823927760124203 1.2506094574928286 0.0029871630249544982 0.48480661213397985 0.29659919440746313 -0.0046226927079260341 -0.17385151982307431 0.48480661213397985 0.48480661213397985 -1.354427635669708 0.022276165895164016 -0.031019603833556172 -0.2475706338882446 2.0679448843002324 1.279888987541199 2.4598312377929692 0.02900647092610598 3.8195164203643803 0.22732736915349963
left_child=4 2 3 8 14 6 7 -6 -2 -8 -7 -5 -12 25 16 -16 17 -1 -18 -17 26 22 -22 -23 -15 -4 27 -3 -28
right_child=1 20 13 11 5 10 9 -9 -10 -11 12 -13 -14 24 15 19 18 -19 -20 -21 21 23 -24 -25 -26 -27 28 -29 -30
leaf_value=-7.5383150693007626e-05 -0.00018846273090468286 -6.6503574750447983e-05 -0.0094802544503300272 -0.0037279264048246065 0.48899468606759772 -0.0061514022070307123 -0.0031475905454328994 -0.0020928188301742108 -0.0014757523608947567 -0.00015936616593015672 -0.00080797611447111473 -0.006414616838742334 -3.8978522142829521e-05 -0.012668606970459222 -0.016655978150665759 -0.0010272127489108645 2.1958235471330144e-06 0.013107159822173833 -0.00024530931226503076 8.5860830251900943e-05 -0.0089122043654375985 -6.5904400981441476e-05 0.00042712494110398952 -0.0037023200564500354 -0.015780897483229635 -0.011558713549848746 3.0170576130782971e-05 -0.0016806855001879413 -0.00085861797812818131
leaf_weight=1128 1761 382 27 266 21 23 182 72 1740 1280 817 130 11927 24 24 217 561708 52 5150 894 24 778 41 27 28 37 11521 67 22
leaf_count=1128 1761 382 27 266 21 23 182 72 1740 1280 817 130 11927 24 24 217 561708 52 5150 894 24 778 41 27 28 37 11521 67 22
internal_value=2.97131e-06 -0.000374026 -0.00153371 -0.00121253 1.38743e-05 0.000563808 0.0060073 0.108798 -0.000828247 -0.000531361 -9.92007e-05 -0.00460992 -8.82779e-05 -0.0123237 3.64033e-08 -0.00048096 9.97484e-07 0.000505542 -5.28021e-08 -0.000131544 -1.22004e-05 -0.00039956 -0.00302124 -0.000187871 -0.0143445 -0.0106819 1.59019e-05 -0.000307373 2.84766e-05
internal_weight=600370 16875 4013 3897 583495 14322 1555 93 3501 1462 12767 396 12744 116 569173 1135 568038 1180 566858 1111 12862 870 65 805 52 64 11992 449 11543
internal_count=600370 16875 4013 3897 583495 14322 1555 93 3501 1462 12767 396 12744 116 569173 1135 568038 1180 566858 1111 12862 870 65 805 52 64 11992 449 11543

Tree=59
num_cat=0
split_feature=5 7 49 15 9 19 29 49 25 19 27 19 24 26 24 46 18 35 33 49 17 5 7 12 50 46 0 28
split_gain=1.39006 3.52449 1.41414 1.35771 39.1335 1720.56 2.17165 1.68954 8.10641 1.48578 0.77985 0.543167 0.459458 0.359374 0.350516 0.114218 1.74359 0.218922 0.0533008 0.198147 0.0572118 0.0528432 0.25787 0.0404198 0.0326268 0.00630487 0.00804163 0.00597337
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.48480661213397985 -0.0018452440272085366 0.0068112392909824857 0.27009269595146185 -0.25953947752714152 -0.13263710588216779 0.0029871630249544982 0.01657064072787762 0.0013983871904201808 1.6424518823623659 1.2825180292129519 1.4858386516571047 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 0.21753699332475665 4.0461305379867563 3.7556935548782353 1.8456857800483706 0.02491004299372435 0.32799534499645239 0.28529013693332678 -0.058801311999559396 0.029137875884771351 0.037468528375029571
left_child=3 2 10 15 5 -5 -7 8 -6 -9 12 14 -2 -12 -4 21 -17 -18 25 20 -20 23 -23 -1 -13 27 -27 -3
right_child=1 18 11 4 7 6 -8 9 -10 -11 13 24 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29
leaf_value=7.5022225632223992e-06 -0.0017376631453669415 0.00018091057425472705 -0.004782020789138179 0.49730843729050822 0.036688548071589319 -0.017395161885080772 -0.00011554666452309461 -0.0026636070200404174 -0.0026200816225983932 -7.2545029319891571e-05 -0.0057214576428135239 -0.007579317723527889 0.00032632928292128605 -0.0023501630042338851 -0.0023736938803213771 -0.012950136063800704 1.2836248315070317e-05 -0.0046740902950023781 -0.00023396379247369009 -0.0056770005010774189 -0.0029820132777200669 -0.00066429499522574714 3.9430461445101307e-05 -4.356604649717524e-05 -0.010170004120096564 2.8388726008006778e-05 -0.00014917748266352383 0.0011254248048742457
leaf_weight=520657 709 68 441 20 20 21 753 654 56 12571 141 22 529 240 276 31 807 29 651 20 22 1946 5889 47508 36 5401 826 26
leaf_count=520657 709 68 441 20 20 21 753 654 56 12571 141 22 529 240 276 31 807 29 651 20 22 1946 5889 47508 36 5401 826 26
internal_value=2.81383e-06 -0.000636352 -0.00239224 1.29892e-05 0.000526921 0.011957 -0.000584373 -0.000155396 0.00772429 -0.000200678 -0.00150101 -0.00425403 -0.000855715 -0.00359781 -0.00385497 4.31976e-07 -0.000607433 -0.000149749 -3.7038e-05 -0.00047829 -0.000323796 1.34694e-06 -0.000135356 3.23207e-06 -0.00918733 1.13384e-05 4.8349e-06 0.000442159
internal_weight=600370 9408 2394 590962 14095 794 774 13301 76 13225 1619 775 1238 381 717 576867 867 836 7014 693 673 576000 7835 568165 58 6321 6227 94
internal_count=600370 9408 2394 590962 14095 794 774 13301 76 13225 1619 775 1238 381 717 576867 867 836 7014 693 673 576000 7835 568165 58 6321 6227 94

Tree=60
num_cat=0
split_feature=5 7 24 32 9 20 19 51 18 49 49 27 27 49 21 21 46 18 35 5 7 33 51 29 4 19 46 17 24
split_gain=1.24867 3.06941 1.34464 1.08971 34.0914 1741.62 10.5979 2.61196 2.31302 1.49206 0.487648 0.365578 0.337366 0.302942 0.262215 0.173328 0.102163 1.56366 0.196331 0.0797366 0.368881 0.0710438 0.223609 0.947083 0.0431614 0.00874948 0.007096 0.00585525 0.00488098
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 0.48480661213397985 -0.0018452440272085366 0.020929435268044475 0.0083226659335196036 -0.042624477297067635 1.0000000180025095e-35 -0.25953947752714152 2.1199098825454716 0.01657064072787762 0.017245559953153137 2.1199098825454716 0.46839180588722235 1.4956800341606142 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 1.8976381421089175 0.02491004299372435 0.21753699332475665 -0.042624477297067635 0.090748149901628508 0.066476602107286467 0.22732736915349963 -0.058801311999559396 -0.2014123201370239 -0.66108611226081837
left_child=3 2 10 16 5 -5 -7 8 -6 -9 12 13 -2 -4 -12 -13 19 -18 -19 24 -21 26 23 -23 -1 -24 27 -3 -28
right_child=1 21 11 4 7 6 -8 9 -10 -11 14 15 -14 -15 -16 -17 17 18 -20 20 -22 22 25 -25 -26 -27 28 -29 -30
leaf_value=4.1822530793178571e-06 -0.0023493200727516964 0.00021588849078601924 0.00038721724563626207 0.49946658775422254 -0.001901218523370255 -0.037604863933742641 -0.00029648078465950079 0.007314906792554355 -0.016787487012581256 -0.00013208622624615837 -0.0050191129353639391 -0.0024155085644550086 -0.0055722689043198308 -0.0020307027678594949 -0.010977602239359509 -0.0070694381902979388 -0.012263778840101535 1.2155933183657006e-05 -0.0044263634871177628 -0.00080622899457308424 4.0771316863244322e-05 -0.00053417286686461012 7.7661293217709079e-05 -0.013168304876843468 -0.00015297262157139171 -0.00057774501880951412 -0.00057173707399279009 0.0012376771145525551 1.6246715162455565e-05
leaf_weight=565148 492 50 438 20 73 22 768 76 49 13510 364 166 112 218 22 26 31 807 29 1917 5858 100 335 20 4952 69 40 23 4635
leaf_count=565148 492 50 438 20 73 22 768 76 49 13510 364 166 112 218 22 26 31 807 29 1917 5858 100 335 20 4952 69 40 23 4635
internal_value=2.6647e-06 -0.000695532 -0.00256055 1.10323e-05 0.000464554 0.01103 -0.00133545 -0.000159755 -0.00788013 -9.04278e-05 -0.0038873 -0.00101164 -0.00294695 -0.000416299 -0.00535872 -0.00304573 -3.44476e-07 -0.000575239 -0.000141812 5.18051e-07 -0.000168065 -4.53217e-05 -0.000630976 -0.00263986 2.81718e-06 -3.42769e-05 1.93124e-05 0.000537822 1.12158e-05
internal_weight=600370 7110 1838 593260 14518 810 790 13708 122 13586 990 848 604 656 386 192 578742 867 836 577875 7775 5272 524 120 570100 404 4748 73 4675
internal_count=600370 7110 1838 593260 14518 810 790 13708 122 13586 990 848 604 656 386 192 578742 867 836 577875 7775 5272 524 120 570100 404 4748 73 4675

Tree=61
num_cat=0
split_feature=5 8 49 15 19 0 21 5 55 49 21 33 51 24 19 20 18 20 49 4 8 21 51 20 5 49 0 25 8
split_gain=1.17898 2.10215 1.50947 1.13807 32.598 1152.68 30.9176 1.25455 6.81685 0.931359 0.603036 0.475667 0.99121 0.415462 0.360935 0.0651648 0.809918 1.19355 0.0453007 0.0450971 0.335623 0.0446495 0.262804 0.377388 0.0370116 0.0263293 0.0667843 0.009465 0.00783061
threshold=2.0925335884094243 0.02096668723970652 2.1199098825454716 0.48480661213397985 0.0029871630249544982 -0.0213114945217967 1.1624502539634707 -0.4922413676977157 -1.0369560718536375 2.1199098825454716 0.68607407808303844 0.36706534028053289 -0.033062240108847611 1.6424518823623659 0.0013983871904201808 0.12410134449601175 -0.0065623323898762456 0.29659919440746313 0.42030319571495062 0.066476602107286467 -0.0154564525000751 0.93284386396408092 -0.047317719087004655 -0.0075008415151387444 1.8456857800483706 4.0461305379867563 0.023646714165806774 0.48657038807868963 0.023463943041861061
left_child=3 2 11 15 5 -5 -7 8 -6 -9 14 13 -13 -2 -4 19 17 -17 -18 24 -21 25 23 -23 -1 28 -27 -24 -3
right_child=1 21 10 4 7 6 -8 9 -10 -11 -12 12 -14 -15 -16 16 18 -19 -20 20 -22 22 27 -25 -26 26 -28 -29 -30
leaf_value=5.3240368799433624e-06 -0.0016330886388862811 -0.00043165644750478105 -0.0032158874254035671 0.40820010852583216 0.032939640136226078 -0.0025687044793923741 0.060004356600668114 -1.1126111779233805e-05 -0.0045135383201373178 -0.0019122212707732846 -0.012874247440509499 -0.011061410180231905 -0.001386164581304409 -9.6949990782455695e-05 -0.0076403929587769582 -0.0018598504307859064 -5.5147039324369464e-05 -0.015008636759594083 -0.00069018340988669395 -0.0018641093138569631 -3.6851681992513905e-05 0.00021989141454369847 -0.00025054182328442562 -0.0098394212523417075 -0.00011211864316497489 -0.00029203560926064064 -0.0033739570691763044 0.00052669737659743988 4.4547387839343727e-06
leaf_weight=557459 943 118 689 20 20 623 23 12598 43 768 20 40 116 1040 56 101 7203 24 330 305 3804 22 101 20 7641 332 21 78 5812
leaf_count=557459 943 118 689 20 20 623 23 12598 43 768 20 40 116 1040 56 101 7203 24 330 305 3804 22 101 20 7641 332 21 78 5812
internal_value=2.52347e-06 -0.000586118 -0.00177175 1.18945e-05 0.000482423 0.0119276 -0.000340871 -8.51919e-05 0.00737636 -0.000120362 -0.00379228 -0.00104913 -0.003867 -0.000827449 -0.00354847 3.97769e-07 -0.000153178 -0.00438442 -8.29662e-05 2.46394e-06 -0.000172484 -5.67384e-05 -0.000797164 -0.00457026 3.73604e-06 -3.06945e-05 -0.000475379 8.81434e-05 -4.22336e-06
internal_weight=600370 9408 2904 590962 14095 666 646 13429 63 13366 765 2139 156 1983 745 576867 7658 125 7533 569209 4109 6504 221 42 565100 6283 353 179 5930
internal_count=600370 9408 2904 590962 14095 666 646 13429 63 13366 765 2139 156 1983 745 576867 7658 125 7533 569209 4109 6504 221 42 565100 6283 353 179 5930

Tree=62
num_cat=0
split_feature=5 7 49 14 9 19 1 3 3 21 46 35 18 5 24 19 15 19 3 49 35 9 17 21 16 20 21
split_gain=1.10567 2.58712 2.56614 1.40786 14.1883 368.827 1401.86 1.97603 15.472 1.38078 0.879052 21.3036 0.665147 0.554898 0.476157 0.361548 0.322886 1.29665 0.819799 0.265907 0.238055 0.230017 0.31901 0.220685 0.0560234 0.227371 0.0350914
threshold=1.9541158676147463 0.02491004299372435 2.1199098825454716 0.41081577539443975 -0.00085678591858595599 0.0029871630249544982 0.031215848401188854 -0.041278971359133713 -0.045940171927213662 0.80182349681854259 0.24645754694938662 1.0885237455368044 -0.004913503071293234 2.1832678318023686 1.6424518823623659 0.0013983871904201808 0.54038965702056896 0.004761686548590661 0.093698535114526763 2.1199098825454716 1.202818036079407 -0.3861210942268371 -0.17509581893682477 1.1624502539634707 0.45985263586044317 0.0052538346499204644 0.93284386396408092
left_child=3 2 13 10 5 6 -5 8 -6 15 16 12 -12 23 -15 -4 18 -18 -1 -9 -7 22 -3 -2 26 -26 -23
right_child=1 21 9 4 7 20 -8 19 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 24 -24 -25 25 -27 -28
leaf_value=-1.4246448225358695e-06 0.0001285560187146204 -0.0088029370712314186 -0.0032773562924408714 0.48870294001758935 -0.00016540210373392823 -0.00010669097796119369 0.0051295908695203245 -5.5219707352624432e-05 0.049441747978273637 -0.014768667072989046 -0.0098268154197896362 0.049897050611565935 6.2864386289543863e-05 -0.0026700201850603585 -0.00056775538875703381 -0.0069110766406769728 -0.0064683359535015411 -0.00036050078342986182 0.003342646748171601 -0.0013434653976217585 -0.0027645016346142079 4.3380928476907115e-05 0.00044566949508895382 -0.0033332483622658332 -0.0014677076992466247 -3.9682240775745869e-06 -0.00079388190881464948
leaf_weight=562013 1229 20 912 21 151 2161 85 18991 20 32 20 25 426 594 617 84 103 1874 206 461 99 8428 22 54 370 1534 143
leaf_count=562013 1229 20 912 21 151 2161 85 18991 20 32 20 25 426 594 617 84 103 1874 206 461 99 8428 22 54 370 1534 143
internal_value=4.41234e-06 -0.000460409 -0.00170368 1.55358e-05 0.000431597 0.00430876 0.100932 -3.58842e-05 0.0056366 -0.00393198 -6.66288e-07 0.00228805 -0.000380619 -0.000785203 -0.00159892 -0.00358381 -2.57694e-06 -0.000678714 -1.99359e-07 -8.57503e-05 -0.000223117 -4.40528e-05 -0.00395843 -1.71474e-05 -2.8358e-05 -0.000288413 2.94119e-05
internal_weight=600695 14039 3522 586656 21989 2366 106 19623 171 1028 564667 471 446 2494 1211 996 564196 1977 562219 19452 2260 10517 42 1283 10475 1904 8571
internal_count=600695 14039 3522 586656 21989 2366 106 19623 171 1028 564667 471 446 2494 1211 996 564196 1977 562219 19452 2260 10517 42 1283 10475 1904 8571

Tree=63
num_cat=0
split_feature=5 7 49 14 14 23 17 5 7 21 46 18 49 27 19 4 7 26 35 5 15 16 51 27 21 15 49 49 18
split_gain=0.991577 2.32015 2.30134 1.26258 9.56084 132.458 1141.75 2.01654 44.9111 1.2383 0.788342 20.513 0.685806 0.536273 0.32424 0.298719 0.573004 0.278183 0.267263 0.260244 0.233914 0.082166 0.219701 0.340226 0.0315115 0.212154 0.0281063 0.027396 0.0073132
threshold=1.9541158676147463 0.02491004299372435 2.1199098825454716 0.41081577539443975 0.44294348359107977 -0.024370512925088402 0.22375283390283587 1.8976381421089175 -0.0074352615047246209 0.80182349681854259 0.24645754694938662 -0.0065623323898762456 3.7062093019485478 0.023806481622159485 0.0013983871904201808 0.066476602107286467 -0.015038088895380495 1.7825548648834231 1.131354868412018 2.1832678318023686 0.48480661213397985 0.45985263586044317 0.15706272423267367 0.043211678043007858 0.93284386396408092 0.54038965702056896 4.0461305379867563 1.8932956457138064 0.015390338841825725
left_child=3 2 13 10 5 6 -5 12 -9 14 15 -12 -6 19 -4 20 -17 -15 -13 -2 -1 24 23 -23 28 -26 -24 -7 -3
right_child=1 21 9 4 7 27 -8 8 -10 -11 11 18 -14 17 -16 16 -18 -19 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30
leaf_value=9.3826081888304608e-07 0.00018398532126775034 5.5312197115278305e-05 -0.0031036564034163205 -0.00035587517700485616 -2.5268231376083978e-05 -0.00010121994879427955 0.42483394735473057 0.077398336998311362 -0.00028958072539295496 -0.013985927842557431 0.053367535541454944 5.5972644016007913e-05 -0.0075591444725115944 -0.0037577046413952379 -0.0065447895294720579 -0.0023233375772224417 -0.00023128628523999689 -0.0011263803219934876 -0.0062116386009380218 -0.0010150249212708057 0.0013215660136730097 -0.0009097471655350874 4.3566006425824543e-05 -0.0064559376538999265 0.00018783524557221747 -0.0051869135441072285 -0.0017159058733601483 -0.0010327717647493457 -0.00013549416377745178
leaf_weight=556980 1085 7842 912 157 19335 1909 20 22 419 32 21 430 34 218 84 390 6449 234 20 957 377 531 1334 33 118 25 26 93 608
leaf_count=556980 1085 7842 912 157 19335 1909 20 22 419 32 21 430 34 218 84 390 6449 234 20 957 377 531 1334 33 118 25 26 93 608
internal_value=4.17848e-06 -0.000436007 -0.00161339 1.47124e-05 0.000408722 0.00374095 0.0476882 4.21937e-05 0.00358601 -0.00372359 -6.30974e-07 0.00216678 -3.84931e-05 -0.000743588 -0.00339387 -2.44036e-06 -0.000350587 -0.00239547 -0.000222588 -0.000377941 1.83154e-06 -4.1718e-05 -0.000354791 -0.00123426 2.838e-05 -0.000751806 9.92904e-06 -0.000144494 4.15832e-05
internal_weight=600695 14039 3522 586656 21989 2179 177 19810 441 1028 564667 471 19369 2494 996 564196 6839 452 450 2042 557357 10517 1924 564 8593 143 1360 2002 8450
internal_count=600695 14039 3522 586656 21989 2179 177 19810 441 1028 564667 471 19369 2494 996 564196 6839 452 450 2042 557357 10517 1924 564 8593 143 1360 2002 8450

Tree=64
num_cat=0
split_feature=5 7 24 14 9 6 20 51 46 35 18 5 46 49 49 45 51 15 19 21 15 49 4 21 51 18 29 31 9 24
split_gain=0.89199 2.24502 0.966735 0.871553 11.798 342.004 915.26 32.8588 0.706927 19.043 0.941872 0.58152 12.7777 0.472651 0.401735 0.371332 0.546668 0.315494 1.09005 0.283478 0.177681 0.158235 0.115461 0.0279199 0.118472 0.308595 0.0109868 0.0174704 0.0101274 0.0101254
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 0.41081577539443975 -0.00085678591858595599 -0.54611438512802113 0.05892204865813256 -0.056350536644458764 0.24645754694938662 1.0885237455368044 -0.004913503071293234 -0.5969175100326537 0.023673152551054958 2.1199098825454716 2.1199098825454716 0.044832710176706321 0.05973449535667897 0.54038965702056896 0.0060678839217871436 0.5278470814228059 0.54038965702056896 2.1199098825454716 0.066476602107286467 0.68607407808303844 -0.03797421604394912 0.0027384775457903747 2.3210840225219731 0.44447658956050878 0.064296014606952681 -0.64923611283302296
left_child=3 2 14 8 5 6 -5 -7 17 10 -10 12 -6 -13 20 21 -17 22 -19 -16 -2 -4 -1 26 25 -25 29 -28 -26 -3
right_child=1 23 15 4 11 7 -8 -9 9 -11 -12 13 -14 -15 19 16 -18 18 -20 -21 -22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=9.7603988810592455e-07 -0.001978990191282828 -0.00081073695097003714 0.00016543948235909434 0.42230723987329405 0.03787215494651508 0.062054591268592044 -0.00072854297324346248 -0.00028153561574443463 -0.011710646778182126 0.047063206635564563 5.7189007058759905e-05 -6.9265629384961542e-05 -0.00043995017001254158 -0.0015436229442894857 -0.0043071107028095704 -0.011455586650082842 -0.0020284575164910704 -0.0050899108778548838 -0.00032282300695944091 -0.010640048364088649 -0.0042212269619062897 -0.0015130775753302878 -0.00024941826496799243 0.0001208298021207156 -0.0010526216511248744 -0.0078132330433332495 0.00025085924543062621 -0.0011123573719817232 0.00017590173258423894 1.5714739826400377e-05
leaf_weight=562318 468 42 480 20 26 24 51 2311 20 25 427 20023 411 630 364 20 127 145 1904 21 126 235 5221 40 21 21 46 62 184 4882
leaf_count=562318 468 42 480 20 26 24 51 2311 20 25 427 20023 411 630 364 20 127 145 1904 21 126 235 5221 40 21 21 46 62 184 4882
internal_value=3.95702e-06 -0.000584942 -0.00217934 1.104e-05 0.000327381 0.00384359 0.118436 0.000359178 -1.99851e-06 0.00204828 -0.000469336 -7.37568e-05 0.00183949 -0.000114239 -0.00331897 -0.000885021 -0.00331106 -3.69751e-06 -0.000660172 -0.00465254 -0.00245462 -0.000386241 -1.32743e-06 -3.09064e-05 -0.00056009 -0.00261057 -2.93287e-06 -0.000531728 5.0053e-05 8.6654e-06
internal_weight=600695 7139 1841 593556 23496 2406 71 2335 570060 472 447 21090 437 20653 979 862 147 569588 2049 385 594 715 567539 5298 266 61 5032 108 205 4924
internal_count=600695 7139 1841 593556 23496 2406 71 2335 570060 472 447 21090 437 20653 979 862 147 569588 2049 385 594 715 567539 5298 266 61 5032 108 205 4924

Tree=65
num_cat=0
split_feature=49 4 7 19 8 15 20 51 49 19 20 19 18 9 15 51 2 34 49 46 18 2 19 18 9 7 35
split_gain=0.690755 1.43506 28.4402 777.823 1.40982 2.60842 0.426719 0.424931 0.439218 0.322417 0.293639 22.3647 0.33024 0.290332 2.51214 0.286377 1.56302 0.22699 0.120059 0.112707 0.690908 0.0981262 0.0972323 0.0616655 0.303849 0.0171627 0.00192033
threshold=2.0066027045249943 0.066476602107286467 -0.015038088895380495 0.0029871630249544982 0.023463943041861061 0.40622629225254064 0.014456985052675011 -0.03797421604394912 2.1199098825454716 0.00089683494297787558 0.29659919440746313 0.018366006202995781 0.0027384775457903747 -0.3861210942268371 0.48480661213397985 -0.02751260437071323 0.049754880368709571 1.2084946632385256 2.1199098825454716 0.24645754694938662 -0.00190742447739467 0.031575666740536697 0.0060678839217871436 1.0000000180025095e-35 -0.0025751048233360048 0.02491004299372435 0.77048262953758251
left_child=1 10 3 -3 5 9 -5 -7 -9 17 19 -12 -13 14 26 16 -4 -2 -11 21 -21 -1 -17 25 -25 -15 -6
right_child=4 2 15 6 13 7 -8 8 -10 18 11 12 -14 23 -16 22 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=4.5045760874647841e-06 -0.00021887756251212664 0.24762356631055071 -0.00044230471870452149 -0.0077346073257115976 -0.00030621052354623453 -0.010322845627000001 -9.0943153552606407e-05 -0.0007498214037776435 -0.0051960396415245101 -0.00011229948870891348 0.05503890104618455 -0.0069211402867920694 -4.8321318316303221e-05 -0.00051302582640117575 -0.018139433629151124 -0.00048660055098272094 -0.012389121090308489 -0.00099248671567467696 -0.0037390455482455417 -0.007883711227891034 -0.0002977935774097799 -0.00011795058028220749 -7.7997064490047985e-06 -0.002119271237993161 -4.0863825841184037e-05 2.7797040451015579e-05 0.00018622884015877543
leaf_weight=545961 2151 37 323 21 26 37 890 76 349 32 21 20 1087 167 24 1331 34 2111 129 35 926 19022 11358 228 1481 12664 154
leaf_count=545961 2151 37 323 21 26 37 890 76 349 32 21 20 1087 167 24 1331 34 2111 129 35 926 19022 11358 228 1481 12664 154
internal_value=3.7473e-06 1.41932e-05 0.000544402 0.00940792 -0.000305478 -0.00108582 -0.000267142 -0.00487522 -0.00440095 -0.000690001 1.10894e-06 0.00085538 -0.000172491 -4.6934e-05 -0.00203249 -9.96741e-05 -0.0015801 -0.000602052 -0.0030182 -5.93733e-07 -0.000574076 3.81723e-07 -5.8023e-05 -1.90761e-05 -0.000318147 2.0758e-05 0.000115099
internal_weight=600695 581066 13994 948 19629 4885 911 462 425 4423 567072 1128 1107 14744 204 13046 357 4262 161 565944 961 564983 12689 14540 1709 12831 180
internal_count=600695 581066 13994 948 19629 4885 911 462 425 4423 567072 1128 1107 14744 204 13046 357 4262 161 565944 961 564983 12689 14540 1709 12831 180

Tree=66
num_cat=0
split_feature=49 4 7 19 7 21 15 49 20 20 19 51 2 47 13 10 33 34 26 8 13 2 14 45 19 2 51 23
split_gain=0.619475 1.28698 25.5055 697.558 1.26594 3.35809 1.01583 0.667774 0.382686 0.263338 20.0569 0.256825 1.40173 0.23983 0.213938 1.28021 2.16449 0.201568 0.182983 0.180604 0.142269 0.0972359 0.308015 0.0930215 0.0871988 0.046094 0.223534 0.0120173
threshold=2.0066027045249943 0.066476602107286467 -0.015038088895380495 0.0029871630249544982 0.02491004299372435 0.68607407808303844 0.3746176958084107 2.1199098825454716 0.014456985052675011 0.29659919440746313 0.018366006202995781 -0.02751260437071323 0.049754880368709571 -1.2433525025844572 0.43386922776699072 1.0000000180025095e-35 -0.2475706338882446 1.3853792548179629 -1.8247658610343931 0.027544632554054264 0.78745728731155407 0.034190136939287193 0.44294348359107977 -0.093145374208688722 0.0060678839217871436 0.044653452932834632 0.06751380488276483 -0.022549189627170559
left_child=1 9 3 -3 5 6 17 -7 -5 21 -11 12 -4 -8 25 16 -16 -2 -12 -17 -9 22 -1 -23 -13 27 -27 -6
right_child=4 2 11 8 14 7 13 20 -10 10 18 24 -14 -15 15 19 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29
leaf_value=6.8703583658854425e-07 -0.00036517967189951984 0.23449949833509084 -0.00041886255230514751 -0.0073246732722272133 -0.00024704585409432938 -0.00016549291662377072 -0.006852969453806694 -0.0095957194046874701 -8.6123164182290459e-05 0.052121840315560497 -0.004472958943513395 -0.00046081072139977485 -0.011732497638672772 -0.0028875873297172301 -0.018779207997574019 -0.0032561060306188477 -0.0010956202402870739 -0.0012595946746219698 -5.5609200928815709e-05 7.7321388566922982e-05 -0.013858587685330161 -0.001428445540262182 0.00058926946606992019 -0.00011163647564433579 -7.386322306947033e-06 -0.0051975113313965267 -3.740653216390047e-06 1.8087534558588798e-05
leaf_weight=545775 3287 37 323 21 498 20 49 91 890 21 27 1331 34 341 29 49 59 902 1080 669 29 152 2509 17508 11358 28 138 13440
leaf_count=545775 3287 37 323 21 498 20 49 91 890 21 27 1331 34 341 29 49 59 902 1080 669 29 152 2509 17508 11358 28 138 13440
internal_value=3.54869e-06 1.3441e-05 0.000515548 0.0089093 -0.000289287 -0.00104585 -0.000798638 -0.00913157 -0.000252983 1.05017e-06 0.000810045 -9.43914e-05 -0.00149635 -0.0033858 -4.98349e-05 -0.000889652 -0.00692317 -0.00055777 -0.000163349 -0.000150169 -0.0106259 -5.62266e-07 3.38045e-06 -0.00012297 -5.49478e-05 -1.84195e-06 -0.000879798 8.61441e-06
internal_weight=600695 581066 13994 948 19629 4719 4579 140 911 567072 1128 13046 357 390 14910 806 88 4189 1107 718 120 565944 548284 17660 12689 14104 166 13938
internal_count=600695 581066 13994 948 19629 4719 4579 140 911 567072 1128 13046 357 390 14910 806 88 4189 1107 718 120 565944 548284 17660 12689 14104 166 13938

Tree=67
num_cat=0
split_feature=5 7 49 21 2 2 17 0 4 7 51 27 5 20 34 49 8 24 34 3 51 9 18 5 0 23 8 46 49 17
split_gain=0.789233 1.76778 2.29901 0.845709 0.683319 11.7702 130.105 1120.91 0.573603 2.52295 12.4849 0.462149 0.372606 0.358654 27.1062 0.337175 0.452905 0.258446 0.213156 0.211323 0.206913 0.189974 0.736047 0.157663 0.0821222 0.233945 0.0672188 0.0294944 0.0118008 0.00188338
threshold=1.8976381421089175 0.02491004299372435 2.1199098825454716 0.68607407808303844 0.037200450897216804 0.040551764890551574 1.003887474536896 -0.019291263073682782 0.066476602107286467 -0.014512042514979838 0.12642113119363788 0.017245559953153137 2.0925335884094243 0.29659919440746313 0.80260780453681957 2.1199098825454716 0.027544632554054264 1.6424518823623659 1.258403539657593 0.093698535114526763 -0.02751260437071323 -0.28666079044342035 -0.0025687427259981628 2.1832678318023686 0.029137875884771351 0.020197057165205482 1.0000000180025095e-35 -0.073887471109628663 2.1199098825454716 -0.1681709140539169
left_child=4 2 11 17 8 6 28 -8 13 10 -10 23 -13 19 -15 20 -17 -4 -11 -1 -7 22 29 -2 27 -26 -5 -23 -6 -3
right_child=1 21 3 26 5 15 7 -9 9 18 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5664118391017281e-06 0.00015976087513452393 0.00034731721808893779 -0.003571383381544206 -0.0085937350109396935 -1.7173973259631395e-05 -0.0010792044096485179 0.42124445714027864 -0.00020049442592275785 -0.037972425208796325 -0.00010919448681070539 -0.0019707162990786702 -0.00032787496279477817 -0.0029001949013566738 -0.00048678354860507111 0.060544264250113403 -0.0046731536261842678 -0.00039971885874241493 -0.0017826958900945102 -0.00095318695871525363 0.0011731899329524059 -4.7520549700427252e-05 -0.00092886014120207021 -0.011435848640643962 -0.00073349393494689453 -0.0025933539178768701 -0.00019439451948960516 -0.012834328736932504 3.4650871034760732e-05 -0.00090578258585632878 -0.00021365432432679068
leaf_weight=555210 1423 40 780 21 1770 564 20 156 29 6429 404 278 367 769 21 105 207 320 967 435 17174 90 20 910 124 1443 21 10623 43 29
leaf_count=555210 1423 40 780 21 1770 564 20 156 29 6429 404 278 367 769 21 105 207 320 967 435 17174 90 20 910 124 1443 21 10623 43 29
internal_value=1.34371e-06 -0.000360264 -0.00131111 -0.00333286 1.15483e-05 0.000315687 0.00418515 0.047691 7.47231e-07 -0.000449753 -0.00438192 -0.000535816 -0.00179151 7.08573e-06 0.00113556 -0.000110704 -0.00183789 -0.00305104 -0.000219543 5.4813e-06 -8.03241e-05 -4.3545e-05 -0.00248337 -0.000188658 -2.58622e-05 -0.000384229 -0.010714 2.65564e-05 -3.82496e-05 0.000111547
internal_weight=600792 16489 4120 1142 584303 20039 1989 176 564264 7829 433 2978 645 556435 790 18050 312 1100 7396 555645 17738 12369 89 2333 12280 1567 42 10713 1813 69
internal_count=600792 16489 4120 1142 584303 20039 1989 176 564264 7829 433 2978 645 556435 790 18050 312 1100 7396 555645 17738 12369 89 2333 12280 1567 42 10713 1813 69

Tree=68
num_cat=0
split_feature=4 4 7 9 29 19 7 16 8 7 19 8 49 8 21 29 49 7 21 15 16 15 29 19 46 49 1
split_gain=0.61586 7.8971 171.445 1071.94 1.89764 1.48434 16.788 2.38065 2.48817 1.02515 1.58086 0.77012 0.474155 1.49197 0.812249 0.27695 0.160164 0.491088 0.954372 0.295045 0.125432 0.132393 0.119791 10.5152 0.212486 0.082168 0.0560791
threshold=0.074781253933906569 0.066476602107286467 -0.016295056790113446 0.00028493769059423363 0.27009269595146185 0.0060678839217871436 -0.015038088895380495 0.90565890073776256 0.79783672094345104 -0.015038088895380495 0.034570630639791496 -0.015207099262624977 2.1199098825454716 0.024757893756031994 0.68607407808303844 0.25661079585552221 2.3465241193771367 0.02491004299372435 0.68607407808303844 0.48480661213397985 -0.8514614701271056 0.54038965702056896 1.8597307801246645 0.018366006202995781 0.24645754694938662 1.8932956457138064 -0.088511392474174486
left_child=1 16 3 -3 -5 6 -2 11 -9 10 -4 -8 20 14 -14 -15 22 18 -18 -19 21 -7 24 -24 -1 -11 -22
right_child=5 2 9 4 -6 12 7 8 -10 25 -12 -13 13 15 -16 -17 17 19 -20 -21 26 -23 23 -25 -26 -27 -28
leaf_value=1.6766031896302206e-07 -0.038663314209073124 0.41914459781562913 -0.019408915603888452 -0.017719607906503371 0.0003474091065138995 0.00015414218977281464 -0.011070388857205397 -0.002329178493866628 -0.026993412837176579 -4.6830663800921372e-05 0.00010072133539610409 -0.00060821139052573165 -0.0032096079235454564 -0.0019895124654011791 -0.01081602343124278 0.00039773922685851855 -0.00069132399968658501 1.8162911057640421e-05 -0.0083909166441501482 -0.0039482707532588392 -0.00043202458490134175 -0.0031870344270234154 0.02880392666833682 3.7108391035227342e-05 -0.00091089729537481936 -0.00089743493442949191 2.4926289846674688e-05
leaf_weight=568129 34 20 20 20 89 62 20 27 20 1794 28 1672 245 169 47 710 2668 8703 46 53 816 72 36 4187 720 388 9997
leaf_count=568129 34 20 20 20 89 62 20 27 20 1794 28 1672 245 169 47 710 2668 8703 46 53 816 72 36 4187 720 388 9997
internal_value=1.27249e-06 9.52791e-06 0.00306988 0.0624761 -0.00296764 -0.000347523 -0.00177983 -0.00105871 -0.0128246 -0.000366626 -0.00802829 -0.000731878 -0.00013796 -0.00115161 -0.00443393 -6.12432e-05 -2.82255e-06 -0.000198921 -0.000821826 -5.84588e-06 -2.9529e-05 -0.00164112 1.10234e-06 0.000282338 -9.85487e-07 -0.000198084 -9.55738e-06
internal_weight=600792 586901 2359 129 109 13891 1773 1739 47 2230 48 1692 12118 1171 292 879 584542 11470 2714 8756 10947 134 573072 4223 568849 2182 10813
internal_count=600792 586901 2359 129 109 13891 1773 1739 47 2230 48 1692 12118 1171 292 879 584542 11470 2714 8756 10947 134 573072 4223 568849 2182 10813

Tree=69
num_cat=0
split_feature=0 31 17 26 31 15 51 9 18 13 25 9 15 34 16 46 18 35 31 29 19 45 13
split_gain=0.565791 26.1022 1165.45 12.264 19.8246 0.47429 3.71827 6.22443 1.92829 1.51446 7.98174 1.31688 0.221587 0.188448 0.182089 0.1463 2.20141 0.189322 0.0912943 0.0746385 0.417441 0.185268 0.0225909
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -1.8247658610343931 -0.029802985489368435 0.48480661213397985 -0.042624477297067635 0.012639783788472416 0.0067168644163757571 -1.1402071118354795 0.010254523251205684 -0.3861210942268371 0.15673341602087024 1.2959081530570986 -1.081806421279907 0.24645754694938662 -0.0067873813677579156 1.0320494771003725 -1.4407322406768797 1.8597307801246645 0.015912762843072418 -0.093145374208688722 0.7068486511707307
left_child=1 3 13 4 -1 15 7 -7 -9 10 -8 -11 18 22 -14 19 -17 -18 -5 21 -21 -2 -3
right_child=5 2 -4 12 -6 6 9 8 -10 11 -12 -13 14 -15 -16 16 17 -19 -20 20 -22 -23 -24
leaf_value=-0.0001589532096977564 0.0006773304860703415 -0.00010428875757908726 0.3993143516502709 0.00020288919925881571 0.067106228564640324 -0.034286399035082599 0.036217543508880769 -0.001440587181424306 -0.012568002063540163 -0.0073464495965183153 -0.0014650568581816817 -0.00020836693208817591 -0.00332214812568201 -0.0053777729023306159 -0.00031217490613708488 -0.015075233534492296 6.5943162116712052e-05 -0.0049444753088041162 -3.0283551290976585e-05 -0.0077574413265309502 -0.00024633555585484298 -4.1198127143327816e-06 -0.0012768840761418687
leaf_weight=32 1123 794 21 5695 20 21 20 178 58 73 75 13238 57 20 5917 29 571 22 27458 21 2025 543275 49
leaf_count=32 1123 794 21 5695 20 21 20 178 58 73 75 13238 57 20 5917 29 571 22 27458 21 2025 543275 49
internal_value=1.20505e-06 0.000193623 0.00919986 -9.58511e-06 0.0257123 -1.25429e-05 -0.000320981 -0.00663573 -0.00417529 -0.000199924 0.00646812 -0.000247514 -4.37696e-05 -0.00029308 -0.000340894 -4.83962e-06 -0.000817213 -0.000119941 9.77071e-06 -3.91492e-06 -0.000323429 -2.7141e-06 -0.000172447
internal_weight=600792 40063 884 39179 52 560729 13663 257 236 13406 95 13311 39127 863 5974 547066 622 593 33153 546444 2046 544398 843
internal_count=600792 40063 884 39179 52 560729 13663 257 236 13406 95 13311 39127 863 5974 547066 622 593 33153 546444 2046 544398 843

Tree=70
num_cat=0
split_feature=5 8 49 32 9 16 51 51 5 49 21 27 29 33 46 35 18 9 18 4 8 5 21 51 2 8 9 17
split_gain=0.672897 1.07178 2.1099 0.712567 22.1331 1050.04 14.3169 2.4645 3.21336 1.32925 0.642231 0.290985 0.262808 0.232706 0.218019 13.2463 1.69786 0.158235 0.625822 0.144365 1.29017 0.108669 0.0836611 0.361465 0.0660048 0.044697 0.0378241 0.001736
threshold=1.8976381421089175 0.01972319278866053 2.1199098825454716 0.48480661213397985 -0.0025751048233360048 0.37951336801052099 0.2265584394335747 -0.033062240108847611 1.2437392473220827 -0.25953947752714152 0.68607407808303844 0.01657064072787762 0.052761113271117217 0.45092988014221197 0.24645754694938662 1.0885237455368044 -0.0080146137624979002 -0.28666079044342035 -0.0025687427259981628 0.066476602107286467 -0.015207099262624977 2.1832678318023686 0.93284386396408092 -0.047317719087004655 0.034190136939287193 -0.00059223212883807708 0.0073941692244261512 -0.1681709140539169
left_child=3 2 11 14 5 -5 -7 8 -6 -9 12 21 -4 -13 19 16 -16 18 27 24 -21 -2 26 -24 -1 -12 -19 -3
right_child=1 17 10 4 7 6 -8 9 -10 -11 25 13 -14 -15 15 -17 -18 22 -20 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=5.6934948170083652e-06 0.00013642992777414284 0.00033675917036071041 -0.0025285471874431651 0.3618038793175441 -0.027851332293543963 -0.045090834372854299 -0.00067789105422858941 0.0070007177149810883 -0.003215112769261709 -0.00012439048066122514 -0.0078668019729666409 -0.0009070395592994672 -0.0054242741322317687 -0.0035402772734032624 -0.015713540972024202 0.034300578397524074 -7.8215320728001336e-05 -0.00024526700931783851 -0.010537321722740313 -0.0031056083318606841 -2.497200498820523e-05 -0.00053650041501804573 -0.0042831094992944827 -1.5030638192961461e-05 -0.00011787080746105519 -0.01141016179472208 2.7629873721809891e-05 -0.00020181586987457885
leaf_weight=553128 1707 40 953 23 20 21 700 74 58 12066 20 852 97 106 20 32 795 1679 20 417 4533 1114 69 290 12416 20 9493 29
leaf_count=553128 1707 40 953 23 20 21 700 74 58 12066 20 852 97 106 20 32 795 1679 20 417 4533 1114 69 290 12416 20 9493 29
internal_value=1.14118e-06 -0.000332754 -0.000992861 1.05637e-05 0.000399145 0.00927427 -0.00197147 -0.000141295 -0.00953209 -8.0959e-05 -0.00304716 -0.000400329 -0.00279606 -0.0011984 1.74795e-06 0.000851436 -0.000461904 -5.61562e-05 -0.00228235 4.86439e-07 -0.000284492 -0.000129307 -3.89738e-05 -0.000835358 2.98075e-06 -0.00963848 -1.33828e-05 0.000110402
internal_weight=600792 16489 4869 584303 12962 744 721 12218 78 12140 1090 3779 1050 958 571341 847 815 11620 89 570494 4950 2821 11531 359 565544 40 11172 69
internal_count=600792 16489 4869 584303 12962 744 721 12218 78 12140 1090 3779 1050 958 571341 847 815 11620 89 570494 4950 2821 11531 359 565544 40 11172 69

Tree=71
num_cat=0
split_feature=5 7 49 15 19 23 7 5 25 21 49 13 51 24 5 20 34 18 0 49 23 15 14 5 16 10 7 6
split_gain=0.60346 1.40617 1.79382 0.639037 22.3536 1016.66 17.1139 0.959857 7.04722 0.607479 0.474542 0.370987 0.504654 0.230597 0.175191 0.15817 27.5587 2.20582 0.0851471 0.595184 0.171443 0.0718664 0.4297 0.0678802 0.0571302 0.231261 0.0471446 0.0111972
threshold=1.8976381421089175 0.02491004299372435 2.1199098825454716 0.48480661213397985 0.0029871630249544982 -0.021760465577244755 -0.014777715317904947 -0.4922413676977157 1.0000000180025095e-35 0.68607407808303844 1.0000000180025095e-35 0.7068486511707307 -0.047317719087004655 1.6424518823623659 2.1832678318023686 0.29659919440746313 0.87251195311546337 -0.0040712922345846883 0.029137875884771351 3.9328234195709233 0.019086522050201896 0.18937032669782641 0.44294348359107977 -0.44625289738178248 0.71107119321823131 1.0000000180025095e-35 0.0052175228483974942 -1.7730182409286497
left_child=3 2 11 15 5 -5 -7 8 -6 13 -9 14 -13 -4 -2 21 17 -17 24 20 -20 22 -1 -23 27 -26 -11 -3
right_child=1 18 9 4 7 6 -8 10 -10 26 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29
leaf_value=2.0081456222480316e-06 0.00015202181917098009 -0.0011444583038927787 -0.0032016680006961675 0.38148303963243962 0.032589741125470029 -0.043341207822660606 -0.00191237135363538 -0.0019328258516588086 -0.0050947656896643588 -0.0073424156123306607 -2.571189864629291e-05 -0.0059268841142076003 -0.0011085137678041002 -0.0015120944127806069 -0.0007769718538468024 -0.017443514239929972 0.062309150451175806 -0.00011582390901951535 -0.0022256550375926148 -0.0085090440676454451 -0.0001074123623425069 -0.0011169433049966807 0.00075558116771890654 -7.0312906707373937e-05 -0.0032357313313408909 -8.7215324563286699e-05 -0.010897828928448938 5.2525694631466275e-05
leaf_weight=535261 1516 22 780 20 20 30 422 378 46 20 12046 70 478 320 914 21 20 1193 116 25 1436 175 2134 32537 75 519 22 10176
leaf_count=535261 1516 22 780 20 20 30 422 378 46 20 12046 70 478 320 914 21 20 1193 116 25 1436 175 2134 32537 75 519 22 10176
internal_value=1.0807e-06 -0.000315118 -0.00116316 1.00038e-05 0.00037799 0.0117 -0.00466207 -4.98717e-05 0.00632478 -0.00294901 -8.37358e-05 -0.000478321 -0.001724 -0.00271016 -0.000197402 1.65531e-06 0.000601046 -0.000415562 -3.26435e-05 -0.000396415 -0.000265735 3.57926e-07 5.00059e-06 -7.59121e-05 2.05132e-05 -0.000484755 -0.00920477 4.99435e-05
internal_weight=600792 16489 4120 584303 12962 472 452 12490 66 1142 12424 2978 548 1100 2430 571341 1234 1214 12369 1577 1552 570107 537395 32712 10792 594 42 10198
internal_count=600792 16489 4120 584303 12962 472 452 12490 66 1142 12424 2978 548 1100 2430 571341 1234 1214 12369 1577 1552 570107 537395 32712 10792 594 42 10198

Tree=72
num_cat=0
split_feature=14 9 6 17 51 19 51 11 32 4 7 19 46 7 18 49 8 32 19 32 34 51 19 49 49 45
split_gain=0.531011 10.052 292.003 896.737 24.9811 10.1247 0.821549 0.498114 16.5797 0.432393 2.12014 20.9818 0.423843 23.3142 1.42954 0.358389 1.46628 0.228279 0.861647 0.215606 9.01491 0.197337 0.184774 0.07252 0.0355414 0.0311127
threshold=0.41081577539443975 -0.00085678591858595599 -0.54611438512802113 -0.027436724863946434 -0.056350536644458764 -0.0042493147775530806 0.96513783931732189 -0.085007876157760606 -0.024497974663972851 0.066476602107286467 -0.015038088895380495 0.0029871630249544982 0.24645754694938662 -0.017919823527336117 -0.0065623323898762456 2.1199098825454716 0.024757893756031994 0.48480661213397985 0.0068112392909824857 0.48480661213397985 0.36297640204429632 -0.02751260437071323 0.16130571067333224 2.1199098825454716 1.8932956457138064 -0.078332874923944459
left_child=9 2 3 6 -4 -6 -2 8 25 12 11 -11 19 14 -14 21 -17 24 -19 23 -21 -9 -13 -1 -12 -3
right_child=1 7 4 -5 5 -7 -8 15 -10 10 17 22 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-7.5747157240622838e-07 -0.014703738184494433 -0.0015245332705957548 0.051876291117793766 0.41027411861225266 0.037174026784137823 -0.00070190810257979449 -0.0010905868240639173 -0.00059931705430323545 0.04766855219941845 -0.04759980065452641 9.6037957451535551e-05 -0.00013412403854677182 -0.014031191566068194 0.052470461220569024 -0.00046013976300374128 -0.0046513423544057592 3.2278332240450705e-05 -0.0030014855560779852 -0.00020395766992913444 0.03591887635527382 -0.00055598400075862898 -3.9114853928279458e-05 -0.0036824497555984028 -0.00011986337759610148 -0.00027654099516508091 -0.00018475989241958612
leaf_weight=552197 20 54 26 20 20 2262 33 1940 21 29 3596 292 23 24 419 248 773 362 2123 20 394 19730 48 14743 899 495
leaf_count=552197 20 54 26 20 20 2262 33 1940 21 29 3596 292 23 24 419 248 773 362 2123 20 394 19730 48 14743 899 495
internal_value=3.63308e-06 0.000239616 0.00351952 0.107882 0.000218608 -0.000369954 -0.00622763 -9.61151e-05 0.00145133 -6.88743e-06 -0.00041082 -0.00432606 -1.65955e-06 0.00159608 -0.00116633 -0.000134987 -0.00110537 -0.000203839 -0.000611485 -2.97186e-06 0.00120609 -8.92668e-05 -0.000635064 -3.85476e-06 2.15222e-05 -0.000316541
internal_weight=600811 25642 2381 73 2308 2282 53 23261 570 575169 7349 369 567820 466 442 22691 1021 6980 2485 567354 414 21670 340 566940 4495 549
internal_count=600811 25642 2381 73 2308 2282 53 23261 570 575169 7349 369 567820 466 442 22691 1021 6980 2485 567354 414 21670 340 566940 4495 549

Tree=73
num_cat=0
split_feature=4 8 29 46 9 18 49 8 21 20 5 8 24 33 9 2 20 18 14 9 49 49 17 23 18 25 4 24 12
split_gain=0.517567 11.5321 332.699 1245.7 3.81323 1.15945 0.449151 1.09951 0.855458 0.351513 0.301253 0.600329 0.611781 0.243581 0.192703 0.188891 0.32626 18.0046 0.236015 0.215255 1.19862 0.183419 0.111074 0.098471 0.395723 0.0687196 0.00959426 0.0110747 0.00472271
threshold=0.066476602107286467 -0.01495661213994026 0.19344079494476321 0.014758370816707613 0.01594503223896027 -0.0090776551514863951 2.0066027045249943 0.024757893756031994 0.68607407808303844 0.014456985052675011 2.1832678318023686 0.023463943041861061 1.6424518823623659 0.40616361796855932 -0.0030268592527136202 0.034190136939287193 0.29659919440746313 -0.0046226927079260341 0.44294348359107977 -0.00085678591858595599 0.53361032903194439 2.2332170009613042 0.96512988209724437 -0.020959059707820412 0.014221720397472383 -2.3148571252822872 -0.0042382441461086265 0.62354442477226268 0.29522921144962316
left_child=10 2 3 4 -2 -4 23 8 -8 -7 15 12 21 -14 -9 16 18 -18 -1 20 -17 -12 -21 24 -3 -25 27 -13 -28
right_child=1 6 5 -5 -6 9 7 14 -10 -11 11 26 13 -15 -16 19 17 -19 -20 22 -22 -23 -24 25 -26 -27 28 -29 -30
leaf_value=5.0596246079950221e-07 -0.037011642450006911 -0.0018528831750263804 -0.012064509662178655 0.46019969443880698 -0.008148064926127619 -0.0065725956867262719 -0.0022176438162149373 -0.0014599119877424583 -0.0085628453182588736 -0.00024167112185328137 -0.0015587775443942303 -0.0016840009928850124 -0.00010503842830891066 -0.0060121887199347836 -3.6303674926230018e-05 -0.0003498154212153965 0.050726011078059671 -0.00021379626122282574 0.00052204884560039168 -3.6991976798994174e-05 -0.0054207891378971074 -0.0030949737142292374 -0.00053567243431318671 -0.0024815954262871415 -8.610759407208751e-05 1.7940889581526593e-05 6.3130769874333516e-06 5.8641555116559006e-05 0.00023296490590363255
leaf_weight=558486 20 418 24 21 36 25 405 325 70 1689 649 20 1001 20 1499 2957 20 765 2448 12714 137 329 1392 31 2405 9281 3323 21 280
leaf_count=558486 20 418 24 21 36 25 405 325 70 1689 649 20 1001 20 1499 2957 20 765 2448 12714 137 329 1392 31 2405 9281 3323 21 280
internal_value=3.44053e-06 0.000298488 0.00428021 0.112086 -0.0184565 -0.000495999 -0.000202193 -0.000881442 -0.00315273 -0.000334012 -4.76088e-06 -0.000390133 -0.0011282 -0.000220751 -0.000289962 -1.00448e-06 4.2931e-06 0.00108403 2.78205e-06 -0.000174013 -0.000574354 -0.00207556 -8.62025e-05 -7.35075e-05 -0.000347713 9.61984e-06 1.4753e-05 -0.000791428 2.39269e-05
internal_weight=600811 16249 1815 77 56 1738 14434 2299 475 1714 584562 5643 1999 1021 1824 578919 561719 785 560934 17200 3094 978 14106 12135 2823 9312 3644 41 3603
internal_count=600811 16249 1815 77 56 1738 14434 2299 475 1714 584562 5643 1999 1021 1824 578919 561719 785 560934 17200 3094 978 14106 12135 2823 9312 3644 41 3603

Tree=74
num_cat=0
split_feature=4 16 16 19 3 51 51 1 18 19 20 5 9 24 2 20 34 0 17 46 27 23 21 3 27 27
split_gain=0.464159 18.2352 1034.07 11.0877 2.26706 1.18018 42.2051 1.0569 0.651694 0.464268 0.452347 0.270167 0.301958 0.191474 0.169399 0.292593 19.901 0.229664 0.881862 0.228836 0.13655 0.121345 0.0674369 0.177111 0.0551934 0.0262792
threshold=0.066476602107286467 0.018398451618850235 0.0065342993475496778 0.0029871630249544982 -0.0025972097646445032 -0.056350536644458764 -0.060762891545891755 0.040197527036070831 -0.021823927760124203 0.0075235832482576379 0.018170196563005451 2.1832678318023686 0.025229898281395439 1.6424518823623659 0.034190136939287193 0.29659919440746313 0.80260780453681957 -0.020616853609681126 0.86413341760635387 0.24645754694938662 0.018679988570511345 -0.023357194848358628 1.1624502539634707 0.046135405078530319 0.01657064072787762 0.017245559953153137
left_child=11 2 3 4 -2 6 7 -3 -7 -10 -5 14 13 20 15 19 -17 18 -16 -1 -13 -19 25 -24 -15 -14
right_child=1 5 -4 10 -6 8 -8 -9 9 -11 -12 12 22 24 17 16 -18 21 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=3.4458998345933664e-06 -0.017132425409061118 -0.00037300173160939695 0.35832723140556733 -0.0077931412300386001 -0.040867182697867974 -0.0089331353638165932 0.074165334390910262 -0.011379287390987603 -0.00088374928870433255 -6.6261009865484414e-05 -0.00039613952914513591 -0.001150664086602027 5.1327345361100617e-06 1.8079968551812094e-05 -0.00031758737128652033 -0.00040635828449076368 0.050723466154949909 -0.0016247049125754625 -0.0038159158528467689 -0.0014098541694683097 -0.0040886051341275679 -7.3329437764937502e-05 0.0002999225576976115 -0.0057649761576876258 -0.0016097328702762471 -0.00041194907947328645
leaf_weight=560612 26 427 23 24 20 24 22 26 2308 12632 717 1309 3086 586 2100 763 22 143 224 322 46 14733 38 21 65 492
leaf_count=560612 26 427 23 24 20 24 22 26 2308 12632 717 1309 3086 586 2100 763 22 143 224 322 46 14733 38 21 65 492
internal_value=3.25818e-06 0.000282668 0.00803416 -0.00220312 -0.0274519 -0.00012401 0.00247685 -0.00100471 -0.000206569 -0.00019255 -0.000635719 -4.50855e-06 -0.000369456 -0.000891492 -9.51237e-07 4.06556e-06 0.00102658 -0.00016479 -0.000654776 2.63461e-06 -0.0012504 -8.82425e-05 -8.15251e-05 -0.00185877 -0.000144451 -5.22189e-05
internal_weight=600811 16249 810 787 46 15439 475 453 14964 14940 741 584562 5643 2006 578919 561719 785 17200 2324 560934 1355 14876 3637 59 651 3578
internal_count=600811 16249 810 787 46 15439 475 453 14964 14940 741 584562 5643 2006 578919 561719 785 17200 2324 560934 1355 14876 3637 59 651 3578

Tree=75
num_cat=0
split_feature=4 4 17 17 21 55 19 8 9 23 15 8 51 0 5 8 24 51 49 8 2 46 0 1 4
split_gain=0.427414 10.4062 79.6899 840.105 11.1282 38.3513 1.10204 8.34725 2.69638 1.38502 8.12761 0.73065 0.581571 0.308327 0.242288 0.520429 0.523278 0.206474 0.198653 1.11555 0.151918 0.248351 0.207424 0.0683667 0.00787877
threshold=0.074781253933906569 0.066476602107286467 1.003887474536896 1.0862464308738711 1.1624502539634707 -0.15372735261917111 0.0068112392909824857 -0.016163758933544155 0.026195165701210502 -0.019528726115822789 0.48480661213397985 -0.013288043439388273 -0.069145970046520219 0.023646714165806774 2.1832678318023686 0.023463943041861061 1.6424518823623659 -0.011632459703832863 2.1199098825454716 0.024757893756031994 0.034190136939287193 0.24645754694938662 -0.028896419331431385 -0.088511392474174486 -0.0042382441461086265
left_child=1 14 4 -4 11 -6 7 8 -2 10 -9 -3 -5 -11 20 16 -16 -8 23 -20 21 -1 -22 -19 -17
right_child=6 2 3 12 5 -7 17 9 -10 13 -12 -13 -14 -15 15 24 -18 18 19 -21 22 -23 -24 -25 -26
leaf_value=2.8216258629324861e-06 -0.034960758755207065 -0.0028983778432314219 0.32326793878118798 -0.0097953472841007163 0.083200370360116446 -0.0013719977232194351 -0.0051171179293571347 0.00027671365583779389 -0.010805255875922739 -5.4258759603312218e-05 -0.029495923558180037 -9.8417401560059242e-05 -0.00030987313221313866 -0.0018144633725440272 -0.0019132282379399547 -0.00070345463149236063 -0.00019782535555407487 -0.00047994032876076269 -0.0038499113619917067 0.00015357038197751348 -0.00070643745720097215 0.0012114140223363152 -9.450771593476504e-05 1.6758527818923677e-05 3.5419201583018596e-05
leaf_weight=561241 25 308 25 20 20 61 23 132 27 1315 32 1745 197 355 978 41 1021 844 254 849 1730 478 15470 10017 3603
leaf_count=561241 25 308 25 20 20 61 23 132 27 1315 32 1745 197 355 978 41 1021 844 254 849 1730 478 15470 10017 3603
internal_value=3.08549e-06 9.95808e-06 0.00351036 0.0323337 0.000241742 0.0195101 -0.00028768 -0.00147857 -0.0224185 -0.000884857 -0.00553258 -0.00051848 -0.00118411 -0.000428434 -4.2696e-06 -0.000349875 -0.00103708 -0.000100308 -9.06633e-05 -0.000768356 -9.00822e-07 3.85009e-06 -0.000156056 -2.18396e-05 2.71059e-05
internal_weight=600811 586938 2376 242 2134 81 13873 1886 52 1834 164 2053 217 1670 584562 5643 1999 11987 11964 1103 578919 561719 17200 10861 3644
internal_count=600811 586938 2376 242 2134 81 13873 1886 52 1834 164 2053 217 1670 584562 5643 1999 11987 11964 1103 578919 561719 17200 10861 3644

Tree=76
num_cat=0
split_feature=14 9 19 12 24 23 20 24 46 4 7 19 46 7 18 49 8 35 15 17 15 19 51 5 4 16 35
split_gain=0.421473 8.99383 272.413 1282.88 14.5853 0.807981 1.53986 0.490189 15.7605 0.422796 1.93097 17.7002 0.347594 20.7745 1.44839 0.265097 1.13927 0.246923 0.18846 8.48337 0.181884 0.720374 0.175015 0.173759 0.152827 0.0730763 0.0688761
threshold=0.41081577539443975 -0.00085678591858595599 0.0029871630249544982 0.34601511061191564 -0.26756620407104487 -0.025395662523806092 0.063422676175832762 -1.8082836866378782 0.025992144830524925 0.066476602107286467 -0.015038088895380495 0.0029871630249544982 0.24645754694938662 -0.017919823527336117 -0.0065623323898762456 2.1199098825454716 0.030429397709667686 1.122445344924927 0.48480661213397985 -0.78913334012031544 0.48480661213397985 0.0075235832482576379 -0.02751260437071323 2.1832678318023686 0.074781253933906569 0.019996242597699169 1.3825071454048159
left_child=9 2 3 4 -2 6 -4 8 -3 12 11 -11 18 14 -14 22 -17 -7 23 -20 25 -22 -9 -1 -13 -12 -10
right_child=1 7 5 -5 -6 17 -8 15 26 10 20 24 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-6.5075287357458482e-07 0.041886386505712289 0.047628642687003592 -0.018159892506408502 0.46869679896368466 -0.0090526018356128293 -0.00028958221940938571 -0.0023788019965742765 -0.00058377024231664207 -0.00025381465727097391 -0.04388822526870103 -0.0011946842795199481 -0.0028116764455230741 -0.014111427493069482 0.049469064132620887 -0.00045115347295499026 -0.0039569715491966058 7.6587758127873458e-05 -0.0024429172556501948 0.033948511527441001 -0.00062585519152328468 -0.0026636833529488798 -0.00018287219433228824 -5.3714713670419102e-05 -0.00032885455423754855 -0.00013917505127267391 3.1272424123528583e-05 -0.0027332833032877556
leaf_weight=562372 20 20 20 20 75 1952 132 1919 423 29 141 78 23 24 419 266 755 162 21 393 390 2095 19844 4568 262 4354 34
leaf_count=562372 20 20 20 20 75 1952 132 1919 423 29 141 78 23 24 419 266 755 162 21 393 390 2095 19844 4568 262 4354 34
internal_value=2.92196e-06 0.000213161 0.00331562 0.0828932 0.0016714 -0.000722955 -0.00445526 -0.000104408 0.0015771 -6.45085e-06 -0.000405875 -0.00414237 -1.28131e-06 0.00144563 -0.00116198 -0.000139611 -0.000974271 -0.000454597 -2.46974e-06 0.00112792 -0.000208344 -0.000572215 -0.000100454 -3.29519e-06 -0.000752278 -7.18361e-06 -0.000438283
internal_weight=600811 25642 2381 115 95 2266 152 23261 477 575169 7349 369 567820 466 442 22784 1021 2114 567354 414 6980 2485 21763 566940 340 4495 457
internal_count=600811 25642 2381 115 95 2266 152 23261 477 575169 7349 369 567820 466 442 22784 1021 2114 567354 414 6980 2485 21763 566940 340 4495 457

Column_49=137
Column_51=112
Column_7=100
Column_5=97
Column_15=97
Column_21=87
Column_19=82
Column_24=66
Column_17=61
Column_46=60
Column_0=59
Column_16=58
Column_18=56
Column_33=55
Column_23=54
Column_4=49
Column_27=49
Column_45=48
Column_9=47
Column_31=47
Column_55=46
Column_20=44
Column_8=43
Column_29=43
Column_14=40
Column_34=39
Column_13=34
Column_26=34
Column_47=31
Column_35=28
Column_2=23
Column_3=23
Column_25=22
Column_32=21
Column_6=18
Column_11=16
Column_28=16
Column_1=15
Column_12=14
Column_48=9
Column_50=7
Column_22=6
Column_10=2
Column_52=2

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

objective=regression metric=rmse num_leaves=31 max_depth=5 learning_rate=0.053 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