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=3503 3581 3585 3568 3587 3578 3581 3574 3563 3581 3597 3572 3587 3547 3564 3579 3591 3593 3580 3600 3586 3602 3563 3587 3581 3594 3577 3607 3579 3580 3557 3576 3544 3562 3465 3593 3565 3570 3578 3589 3586 3583 3587 3583 3575 3624 3622 3613 3574 3591 3572 3570 3548 3563 3558 3444 3442 3593 3572 3136 3572 3590 3593 3596 3581 3576 3598 3556 3604 3454 3618 3624 3573 3579 3585 3643 3594 3592 3600 3527 3579 3589 3162 3593 3322 3553 3571 3561 3576 3576 3595 3577 3576 3583 3563 3597 3571 3579 3574 3581 3578 3596 3600 3596 3603 3618 3609 3620 3584 3592 3586 3618 3248 3577 3607 3563 3591 3563 3577 3578 3328 3327 3583 3238 3341 3591 3585 3364 3352 3264 3481 3631 3586 3591 3599 3594 3579 3547 3560 3570 3623 2941 3036 3032 3032 3585 3617 3587 3592 3588

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=-0.35082286781889516 -0.32465118972563328 -0.34705574202605655 -0.33050979895387078 -0.33908767710161691 -0.36757504675554631 -0.34978552319386474 -0.32124507373028865 -0.35038519018051234 -0.32220476751348504 -0.34799620065265802 -0.30799268546980907 -0.32989708846604526 -0.34141762978546558 -0.33146509592085227 -0.41906965571223093 -0.3374999160748568 -0.39284986464150318 -0.33100045956587693 -0.3284277091842332 -0.30939334439164839 -0.39134018843840285 -0.2807516651566011 -0.34460665559972375 -0.29980738683833641 -0.36868020948803687 -0.25825532706010801 -0.37285431995165508 -0.3780075154831391 -0.34927897197361074 -0.35337855279198904
leaf_weight=55.852711498737335 8591.604055762291 7128.5058523714542 6985.9600191116333 19833.540691077709 15894.224665284157 24943.335279583931 16.998651325702667 77.950958222150803 4856.7575216293335 254.73693200945854 1255.4718193411827 12318.922615736723 9283.206326842308 13655.987961441278 1354.3068349063396 6056.1337915956974 202.28395077586174 8043.7618073225021 94.463933795690536 19.912705838680267 1094.2274696230888 181.39989343285561 12.627569556236265 12.384731680154799 25.497976988554001 13.113245308399199 74.308390080928802 274.40679997205734 63.137847781181335 37.639870792627335
leaf_count=230 35380 29355 28768 81674 65452 102716 70 321 20000 1049 5170 50729 38228 56235 5577 24939 833 33124 389 82 4506 747 52 51 105 54 306 1130 260 155
internal_value=-0.341767 -0.340548 -0.344469 -0.350539 -0.361222 -0.345047 -0.394492 -0.401811 -0.332636 -0.329647 -0.325879 -0.333263 -0.336734 -0.329036 -0.414929 -0.332403 -0.367849 -0.327721 -0.357979 -0.386255 -0.388617 -0.304554 -0.418382 -0.367409 -0.329226 -0.319874 -0.363246 -0.37341 -0.341166 -0.33816
internal_weight=142713 139486 102582 67799.6 23022.7 44776.9 3226.83 2687.97 34781.9 36904.3 18072.2 18832.1 16269.2 18512.7 1458.24 18375.1 457.021 16635.4 538.857 1229.73 1172.18 1436.87 1366.93 405.782 133.075 107.577 91.307 330.26 75.5226 57.5526
internal_count=587687 574399 422428 279197 94807 184390 13288 11069 143231 151971 74421 77550 66996 76235 6005 75668 1882 68504 2219 5064 4827 5917 5629 1671 548 443 376 1360 311 237
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=48 28 47 8 8 48 38 1 28 7 7 6 0 17 21 28 17 28 55 28 28 6 6 8 7 7 54 5 51 7
split_gain=4229.71 1526.1 909.638 641.679 689.828 513.562 448.408 364.333 340.348 204.788 246.222 169.555 143.647 128.098 127.635 108.125 96.5418 75.7971 67.3416 67.0586 66.6254 59.8234 52.998 50.1019 47.7967 34.6762 21.3918 19.898 15.1596 13.6245
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 0.057788373902440078 -0.34191577136516565 1.0000000180025095e-35 -0.0026376470923423763 -0.0094470065087079984 0.061627229675650604 0.0033224067883566026 6.0537413446581929e-05 -0.0017451324965804813 -0.9409729242324828 3.1571753025054936 -0.27692525088787073 -0.9409729242324828 -0.081908166408538804 0.15352448076009753 -0.16511735320091245 0.0010656728409230711 0.61955183744430553 6.054261029930786e-05 -0.050118966028094285 0.051835363730788238 0.0051615408156067142 1.0425440669059756 -1.8549360036849973 -0.28147326409816736 -0.27966761589050287
left_child=2 6 7 13 5 -5 19 20 17 10 -10 12 -9 21 18 -16 -6 28 -8 27 29 -3 -22 -15 -13 -21 -19 -2 -4 -1
right_child=1 3 8 4 16 -7 14 11 9 -11 -12 24 -14 23 15 -17 -18 26 -20 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.037996328118586539 0.028957558141580454 -0.0034075432966534777 -0.00041265375188913306 -0.013967119209238094 -0.02236893352440571 -0.0016065979671869644 0.038843475173014314 -0.02691130671483255 -0.0045484279600514601 0.0051120077619300234 -0.028991315637519707 -0.040293300638295837 -0.065366482049272076 0.011529407591802855 0.090558831427539344 0.036116613137416646 0.0080960416632558235 -0.0040466999516259577 0.019759686828699035 0.014458310662754199 -0.039548778475243587 -0.045133347911928606 -0.012543746658550721 0.0060451049132427817 -0.0054550912200131644 0.0086447611364627933 0.043227141551776427 0.016970672210152457 0.025364683758962975 -0.0049630991527522027
leaf_weight=27.034639254212379 511.08642391860485 282.09399802982807 95.845706716179848 17436.340480878949 369.36922551691532 35573.070457071066 1776.5607142597437 387.34846460819244 1773.5853510946035 903.07409061491489 7505.4380849003792 1543.3858860135078 2661.4426147043705 14774.273837134242 261.07063952088356 247.25299713015556 18376.196009725332 2208.4959835708141 1009.3630803078413 6315.6882982701063 605.96086700260639 207.65770637989044 434.26835867762566 9544.4212226122618 150.4481008797884 8219.846362143755 33.830735981464386 8487.6489983052015 463.34248726069927 519.97568440437317
leaf_count=111 2099 1162 394 71924 1518 146632 7294 1596 7302 3714 30989 6387 11065 60723 1070 1014 75561 9090 4145 25957 2506 862 1793 39280 619 33815 139 34880 1904 2142
internal_value=3.56881e-05 0.00405428 -0.0256387 0.000595744 -0.00223225 -0.00567233 0.0165025 -0.0439769 -0.0166983 -0.021709 -0.0243193 -0.0521656 -0.0604808 0.00877532 0.03689 0.0640777 0.00749575 0.00151285 0.0319293 0.0136488 -0.0195092 -0.0210995 -0.0282749 0.00937697 -0.0371989 0.0111707 -0.00333346 0.0176515 0.0209464 -0.00283994
internal_weight=142705 123392 19313.5 96563.4 71755 53009.4 26828.5 6329.86 12983.6 10182.1 9279.02 4742.63 3048.79 24808.4 3294.25 508.324 18745.6 2801.51 2785.92 23534.3 1587.24 489.752 1040.23 24318.7 1693.83 14535.5 2242.33 8998.74 559.188 547.01
internal_count=587687 507936 79751 397662 295635 218556 110274 26219 53532 42005 38291 19667 12661 102027 13523 2084 77079 11527 11439 96751 6552 2024 4299 100003 7006 59772 9229 36979 2298 2253
shrinkage=0.059

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=3762.69 1346.59 865.758 567.527 611.215 457.993 419.339 466.025 392.989 173.856 138.464 131.094 113.555 110.985 110.174 93.8319 87.3854 85.8185 58.9714 54.1028 46.1354 43.2872 32.2491 30.8064 24.1464 21.2724 17.4434 15.7199 14.3184 10.3954
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=-0.0047913884821129795 0.027123719250661534 -0.0042322038306093542 0.025679641385864392 -0.013257873905058268 -0.021325878926800594 -0.0015348097148597791 -0.017572277814158994 -0.018960172879896646 0.032930753716844403 -0.069981898016036742 -0.044132744594969305 0.0047875289518365732 0.011969880017739756 0.081962380501974685 0.0064178940526476106 0.03107378861489769 0.0074733443914861463 -0.044220318447668265 0.01407316889261899 -0.044522103375677337 0.0067232194255631116 -0.010076257451058408 -0.015044967963964572 0.0084356361166887505 0.020004781516134711 -0.0026008321591758886 0.015924988518791997 0.026696010499985982 0.0068189444170747206 -0.025808950422551682
leaf_weight=132.72564114630222 513.37508225440979 297.53054505586624 403.13925497233868 17290.951555654407 374.05271545052528 35250.188487008214 477.8057761490345 6148.6494362056255 2141.9886637032032 1534.1279881000519 1276.1440730541945 931.80851164460182 9686.4955169409513 288.9777305573225 654.62413015961647 223.81661972403526 18809.675169914961 3518.7921160757542 5311.7490576952696 190.1779802441597 14669.198478832841 3598.4194886237383 38.119992032647133 9250.0884563624859 657.49097092449665 44.424073502421379 8510.5931504666805 30.086092010140419 214.75501875579357 213.99597136676311
leaf_count=549 2099 1227 1652 71502 1543 145343 1977 25488 8752 6484 5332 3830 39730 1171 2691 913 77247 14664 21778 797 60273 14851 160 37994 2687 183 34880 124 880 886
internal_value=3.21096e-05 0.00381209 -0.0242529 0.00056017 -0.00210177 -0.00539279 -0.0185827 -0.0249269 0.015487 -0.0519099 -0.0568201 -0.0158349 0.00824541 0.0345172 -0.00415534 0.0597513 0.0069118 -0.0410345 0.0128145 -0.0199429 0.00880987 -0.00753749 -0.0686499 0.010492 0.0298949 -0.0427356 0.0165621 -0.0142135 0.0191244 -0.0177634
internal_weight=142684 123466 19217.6 96568.3 71724.9 52541.1 15948 11077.1 26898.1 3269.62 2892.82 7080.46 24843.4 3312.27 4870.94 512.794 19183.7 3996.6 23585.8 487.709 24355.7 4253.04 1572.25 14561.8 2799.48 1320.57 9023.97 376.808 617.894 346.722
internal_count=587687 507936 79751 397662 295635 216845 66033 45959 110274 13718 12159 29318 102027 13523 20074 2084 78790 16641 96751 2024 100003 17542 6644 59772 11439 5515 36979 1559 2532 1435

Tree=3
num_cat=0
split_feature=28 18 28 47 17 38 7 26 8 6 6 28 21 28 7 7 28 55 6 8 23 28 4 46 29 24 51 26 26 15
split_gain=2110.88 1700.38 1237 663.737 575.071 464.865 360.591 211.42 192.829 178.046 143.301 124.079 84.3282 100.527 79.1636 70.0411 66.3131 65.016 52.8268 45.805 20.8175 19.1704 18.0026 16.4402 15.4031 15.0925 14.8952 13.7876 12.2525 11.2716
threshold=-0.014725709334015845 -0.020567901432514187 0.021683344617486004 -0.5827713906764983 -0.9409729242324828 1.0000000180025095e-35 0.00065479933982715021 -2.0629943609237666 -0.0079659163020551187 0.64674586057662975 0.81589552760124218 -0.16511735320091245 3.1571753025054936 -0.27692525088787073 0.013508669566363098 -0.0007832700794097035 0.00089833911624737095 0.15352448076009753 6.0516111261677004e-05 0.04795315861701966 0.0028270264156162743 -0.91767302155494679 -0.020877178758382794 -0.027065264992415902 -0.24111911654472348 -2.3852913379669185 0.17622788995504382 0.87006315588951122 -1.7478882670402525 -0.0063512064516544333
left_child=5 7 3 6 9 11 -3 18 -5 -4 -6 22 17 21 25 28 -16 27 29 -17 -20 -14 -1 -19 -24 -9 -15 -7 -13 -2
right_child=1 2 4 8 10 12 -8 14 -10 -11 -12 15 13 26 16 19 -18 23 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020340838448676707 -0.045227637554492488 0.00044355335855110153 -0.013026947997085668 0.0047278841365852586 0.010244788445059567 0.036915340414652817 -0.018927649464412163 -0.040284240480920677 -0.0052673296425375452 -0.058513126511718014 0.0025489091716099123 -0.014862887191313198 0.095927395135527199 0.076730039402691061 -0.011261250650152006 0.0024703307216957324 -0.042594039199010794 0.1004686373087026 -0.052359400169056942 0.0090144926579563047 0.021434192019807435 0.064408822555723777 -0.0012182493691821614 0.016067919267762056 0.014695211653035258 -0.0013533191444110122 0.024987220695117204 0.025363430284123439 0.011917763490155785 -0.075257987934115367
leaf_weight=2172.4905772209167 46.688510984182358 4033.1974137276411 641.55662974715233 8431.0156056731939 21351.355059683323 1589.7609584033489 19606.043582513928 39.210014939308167 33083.891927406192 561.93276201188564 13909.164531186223 59.862211167812347 122.83618953824043 20.868653133511543 284.00358974933624 8906.4516309797764 1366.2913928925991 8.0917810052633268 833.81284449994564 6397.4259058535099 13.523260608315466 148.24146257340908 218.36784985661507 1120.0482586920261 6966.0115527510643 298.96104989945889 269.04281298816204 464.80895181000233 9043.1497446894646 638.64626762270927
leaf_count=8872 201 16598 2651 34590 87746 6469 81439 163 136510 2343 57265 245 494 85 1178 36643 5753 33 3551 26242 57 596 893 4569 28482 1240 1094 1894 37037 2754
internal_value=2.88252e-05 -0.00425793 -0.00286125 -0.00773105 0.00584015 0.0120453 -0.0156226 -0.0445655 -0.00323746 -0.0342653 0.00720901 0.00985812 0.0317709 0.0528625 -0.0318729 0.00764357 -0.0372019 0.0280533 -0.0610326 0.00520596 -0.0511817 0.0786912 0.0156346 0.0166733 0.0142115 -0.00586725 0.0287118 0.0343019 0.0117417 -0.0732122
internal_weight=142647 105139 101618 65154.1 36464 37507.5 23639.2 3521.14 41514.9 1203.49 35260.5 33763.8 3743.7 560.989 1988.47 24406.9 1650.29 3182.71 1532.67 15303.9 847.336 271.078 9356.87 1128.14 7184.38 338.171 289.911 2054.57 9103.01 685.335
internal_count=587687 434039 419142 269137 150005 153648 98037 14897 171100 4994 145011 138414 15234 2269 8334 100167 6931 12965 6563 62885 3608 1090 38247 4602 29375 1403 1179 8363 37282 2955

Tree=4
num_cat=0
split_feature=48 28 18 48 28 6 38 7 7 8 7 0 6 6 28 21 0 28 55 28 51 7 6 34 9 21 29 14 8 27
split_gain=3133.88 1043.63 705.386 482.493 358.71 402.96 302.397 257.889 257.339 187.209 183.826 147.581 125.433 121.677 88.8191 86.2129 77.7534 72.4924 51.4723 43.829 36.5795 34.3291 25.4402 24.4105 20.3973 19.5568 15.3516 15.3058 15.743 12.6563
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.000590299750911072 6.054261029930786e-05 1.0000000180025095e-35 -0.0097913797944784147 0.044861363247036941 -0.050118966028094285 0.063237678259611144 -0.0015730941086076198 0.92906877398490917 6.0529777329065844e-05 -0.081908166408538804 3.1571753025054936 -0.0027339300140738483 -0.23239897191524503 0.15352448076009753 -0.16511735320091245 -0.095216829329729066 -0.022537890821695324 -0.45341317355632776 1.4059368371963503 -0.0032801249762997027 1.2277988195419314 -0.24111911654472348 0.0092176757752895373 0.051256868988275535 -0.0034591275034472342
left_child=2 6 11 7 14 16 19 25 -9 20 -11 27 -7 23 29 18 -6 -17 -8 26 -5 -16 -21 -13 -15 -3 -2 -1 -29 -4
right_child=1 3 4 9 5 12 15 8 -10 10 -12 13 -14 24 21 17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035963488149339234 -0.0011274240120325277 0.0064676838126066626 0.023172332127513386 0.012789317696835592 -0.014828309259774497 -0.0091170656830544192 0.032269495179575544 -0.012456161746679963 0.0033231966081451133 -0.00015414947657912167 0.0075532840281857276 -0.057968189164288274 -0.025897112021084204 -0.023626176219636842 0.0055491268903749905 0.071858032445971512 -0.041082801836339861 0.027332071251531195 0.015677749877255051 0.0075726765652024547 0.0063263025385455439 -0.0091286210155642547 0.012745627559411735 -0.073609561420474243 -0.042473795572769875 -0.018631173249969702 0.014965684216164895 -0.03231705024160144 0.068903676889546045 0.0054767156180470797
leaf_weight=235.63781377673149 211.26003351807594 4830.286120980978 405.46643207967281 6523.8189655691385 442.18498243391514 4746.4085746854544 1801.3997487425804 16697.317795142531 4585.849928021431 43784.125931873918 14286.727969527245 985.72656275331974 2303.1857915371656 246.83117869496346 656.13634090125561 292.27024619281292 3505.8246862143278 225.47798964381218 1019.0725613981485 9534.7912301421165 5722.2254745513201 3587.5057952404022 5068.6352203637362 536.2795729637146 1050.7242220193148 110.54009859263897 8855.2527317404747 133.69817273318768 5.5716560184955588 215.45820946991444
leaf_count=978 864 19794 1652 26699 1840 19717 7294 69312 18847 180499 58609 4295 9601 1046 2691 1171 14801 913 4145 39047 23442 14851 20725 2349 4469 460 36115 558 23 880
internal_value=2.59606e-05 0.00346097 -0.0222441 0.000592853 -0.0171501 -0.0230509 0.0137131 -0.00623717 -0.00905621 0.00314004 0.00174205 -0.0475385 -0.0145993 -0.0521627 -0.00380967 0.0303371 -0.0381422 0.0524671 0.0262747 0.0113686 0.00976934 -0.0068592 0.00936813 -0.0634794 -0.0388885 0.00590615 0.0145907 -0.0127612 -0.0282676 0.017032
internal_weight=142606 123549 19056.6 96540.9 15862.2 10997.6 27008.2 26224 21283.2 70316.9 58070.9 3194.47 7049.59 2819.56 4864.57 3338.22 3948.01 517.748 2820.47 23669.9 12246 4243.64 14603.4 1522.01 1297.56 4940.83 9066.51 374.908 139.27 620.925
internal_count=587687 507936 79751 397662 66033 45959 110274 108413 88159 289249 239108 13718 29318 12159 20074 13523 16641 2084 11439 96751 50141 17542 59772 6644 5515 20254 36979 1559 581 2532

Tree=5
num_cat=0
split_feature=48 47 6 6 44 21 7 7 2 9 7 6 9 6 8 48 6 6 21 55 6 6 48 9 29 50 8 16 31 9
split_gain=2761.76 612.036 591.182 1185.82 540.267 318.497 243.475 324.72 227.969 202.891 175.371 156.478 141.165 125.658 99.5947 97.8503 68.9476 62.8156 62.0559 63.274 46.3732 40.1578 27.4694 25.8114 21.8941 17.5716 17.5445 16.2161 12.396 11.347
threshold=-1.1056645214557645 -1.256108224391937 1.0000000180025095e-35 6.0545426094904549e-05 1.0000000180025095e-35 1.6111459732055666 -0.0097913797944784147 0.041539836674928672 -0.0035605494631454344 0.093192353844642653 -0.01821904722601175 -0.026587952859699723 0.018579681403934959 0.42046578228473669 0.057788373902440078 -1.8694132566452024 6.054261029930786e-05 1.0000000180025095e-35 3.1571753025054936 0.092965848743915572 6.0547223256435252e-05 -0.68376138806343068 0.42183295637369161 0.019179280847311023 -0.0457535833120346 0.0071385176852345475 -0.08085808157920836 -0.05488437041640281 0.05835311301052571 -0.030657990835607048
left_child=1 8 4 16 10 9 26 11 17 -5 24 -8 15 -7 -12 -10 22 28 19 -6 -19 -20 -4 -9 -2 -14 -3 -18 -1 -28
right_child=2 6 3 5 18 13 7 23 12 -11 14 -13 25 -15 -16 -17 27 20 21 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0035988346137453306 0.013571396841390729 0.012012531033308196 -0.035544318704766313 0.00092612410562989151 0.031599845115220092 -0.0023659305483629918 -0.010962210406441282 -0.0015336915530847408 -0.054657053125323395 0.010011928272722499 0.0019574250594964174 -0.027589116135170844 -0.029947904564225525 -0.034063924089090813 0.0085584777645314643 -0.035865649533373879 -0.031510182484269934 -0.033289092432305933 0.066621960530843113 0.015039090006053914 -0.0091375020444012592 0.034322289208636364 -0.014648853041104826 0.011945789506833046 0.0088149374108137894 0.0042521548060693425 0.010545880446545679 -0.017243672019309503 -0.017797589014275885 -0.0028505016626444429
leaf_weight=392.66500972211361 8594.1154866665602 824.96002668142319 2753.8537752330303 51054.257113158703 2203.3100196570158 692.27425298094749 2961.8953028023243 1171.3499791771173 2307.707017570734 10277.653505757451 25832.282930389047 5885.3636627346277 68.785781905055046 1172.9740527719259 11497.613850384951 1657.3653790801764 334.02249118685722 899.43609170615673 216.02898640930653 1263.7214525341988 399.73967505991459 352.83963516354561 237.92317019402981 855.78796645998955 5540.4259881973267 218.13404773175716 299.36011040210724 1634.3816305845976 124.0250977575779 831.22054560482502
leaf_count=1624 35056 3386 11483 210308 8920 2862 12296 4849 10056 42091 106375 24801 291 4891 47000 7089 1390 3842 867 5137 1672 1423 985 3523 22606 907 1233 6794 515 3427
internal_value=8.90697e-06 -0.0209978 0.00321923 -0.000462009 0.00773998 0.00171824 -0.0136958 -0.0171425 -0.0364372 0.00244867 0.00610984 -0.0220227 -0.0439106 -0.0222994 0.00399055 -0.0468024 -0.0282403 -0.0189377 0.028527 0.0255635 -0.025858 0.0465882 -0.0338826 0.00415688 0.011707 -0.00394692 0.00547034 -0.0196646 -0.00153711 0.000696651
internal_weight=142555 18897.8 123658 68157.3 55500.3 63197.2 12829.9 10874.4 6067.86 61331.9 51464.4 8847.26 4251.99 1865.25 37329.9 3965.07 4960.18 1815.87 4035.9 3467.03 1299.18 568.869 2991.78 2027.14 14134.5 286.92 1955.54 1968.4 516.69 1130.58
internal_count=587699 79511 508188 280804 227384 260152 53515 45469 25996 252399 211037 37097 18343 7753 153375 17145 20652 7653 16347 14057 5514 2290 12468 8372 57662 1198 8046 8184 2139 4660

Tree=6
num_cat=0
split_feature=48 28 48 0 6 9 9 17 28 38 6 23 9 9 6 17 28 28 6 6 3 26 9 23 11 12 31 14 45 2
split_gain=2463.09 1120.59 668.724 391.579 451.522 294.674 356.671 276.727 251.447 233.901 150.431 85.4646 81.0771 72.7247 67.1285 66.6646 93.6684 35.6877 26.8262 25.276 20.8282 20.303 19.6104 22.2477 15.7981 15.7981 11.8765 11.4425 16.0755 13.3718
threshold=-1.4875389337539671 -0.031506778672337525 -0.34191577136516565 -0.0015730941086076198 6.0536020100698813e-05 -0.024044124409556385 0.019179280847311023 -0.89923131465911854 0.035648154094815261 1.0000000180025095e-35 0.69035851955413829 -0.0016591091989539561 0.015318375546485187 -0.030657990835607048 6.0516111261677004e-05 -0.9409729242324828 -0.23239897191524503 -0.16511735320091245 -0.46334686875343317 6.0548378314706504e-05 -0.0045776558108627787 -1.2674940824508665 0.01437470503151417 -0.0020518287783488627 1.7545467019081118 -0.27546699345111841 -0.94658359885215748 -0.62155407667160023 0.011702276766300203 -0.0012217860203236339
left_child=3 9 5 20 11 21 -7 10 -9 17 -4 14 13 -6 -5 16 -11 24 -19 -14 27 -3 23 -22 -2 -17 -13 28 -1 -29
right_child=1 2 7 4 12 6 -8 8 -10 15 -12 26 19 -15 -16 25 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.036049175171259946 0.013660071530444356 -0.0052005826969841384 -0.0097839565676649618 -0.063757312629224863 0.0071134994836034322 -0.013406021947138757 0.00203503462049235 0.00077447427577043235 0.00849161305684293 0.066124519670201387 -0.051710357124515965 0.047646807484504998 -0.022158723831866383 -0.027767843404650404 -0.046040586319769435 0.0091212173677263815 0.019928956995836331 0.007056934089456012 0.01222968561841087 0.0040303699996472623 -0.023397019231002656 0.0070066459553086062 -0.001156242428704749 0.004225736805029124 -0.027281209038199604 0.024661197642789952 -0.0068685821457298186 -0.0065309759357307555 -0.055711830520477568 0.014195112428031249
leaf_weight=45.924678266048431 9306.2440084666014 530.13644821941853 875.40477102994919 1264.9054375886917 220.84696392714977 22016.766283705831 6820.5436200499535 47753.67356005311 21231.899968415499 329.97386710345745 451.56380985677242 16.738533154129982 176.62361580133438 3595.0330884605646 1809.3862702846527 250.15226936340332 284.54638542234898 9871.5821415185928 5398.5181634575129 468.7217508405447 684.39518912136555 4500.9821597188711 279.46847622096539 119.17097952961922 32.924602955579758 2539.7930755615234 82.347836837172508 1411.6688194572926 7.7703616470098487 117.36635951697826
leaf_count=190 37838 2180 3626 5667 917 91860 28122 196459 87006 1323 1916 72 747 15262 7900 1010 1146 40357 22010 1944 2859 18530 1154 497 134 10248 358 5848 32 487
internal_value=7.14306e-06 0.00217241 -0.000644415 -0.0277819 -0.0345794 -0.00745525 -0.00975393 0.00263625 0.0031496 0.012648 -0.0240514 -0.0515918 -0.0224781 -0.0257491 -0.0533301 0.0271426 0.0447342 0.0106428 0.00888568 -0.00313728 -0.00831403 0.00572035 -0.0146185 -0.0193005 0.0135157 0.0232679 0.00234063 -0.00399999 0.0227702 -0.00494007
internal_weight=142495 132195 104181 10300.4 7634.6 33868.4 28837.3 70312.5 68985.6 28013.7 1326.97 3173.38 4461.23 3815.88 3074.29 3404.47 614.52 24609.3 15270.1 645.345 2665.76 5031.12 1083.03 803.566 9339.17 2789.95 99.0864 1582.73 53.695 1529.04
internal_count=587699 543765 429699 43934 32867 140692 119982 289007 283465 114066 5542 13997 18870 16179 13567 13727 2469 100339 62367 2691 11067 20710 4510 3356 37972 11258 430 6557 222 6335

Tree=7
num_cat=0
split_feature=48 28 18 7 7 7 7 48 44 6 1 17 6 21 17 28 29 55 6 28 7 9 19 20 28 7 28 6 19 35
split_gain=2205.67 813.332 529.879 351.631 472.872 292.988 362.797 265.17 202.008 193.168 109.326 84.492 76.5701 67.703 67.4482 64.5448 48.7917 46.8983 45.8877 40.2552 36.1099 34.4969 27.2748 22.0836 20.2794 17.8533 15.1347 15.7885 14.9311 9.51041
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.0058368276804685584 0.044861363247036941 -0.0097913797944784147 0.04009512439370156 -0.34191577136516565 3.7910240888595585 -0.026587952859699723 -0.0026376470923423763 -0.9409729242324828 6.0537413446581929e-05 3.1571753025054936 -0.89923131465911854 -0.27692525088787073 -0.16992006450891492 0.40620811283588415 0.6756977140903474 0.0020204392494633798 -0.04316392354667186 0.019179280847311023 -0.023445905186235901 0.030576144345104698 -0.41637296974658961 -0.025791299529373642 0.00089833911624737095 6.0540449339896447e-05 -0.023943598382174965 0.097618203610181822
left_child=2 8 10 11 7 25 9 -5 20 -7 26 18 19 17 -6 -15 -13 -10 -3 -12 23 -8 -14 -2 -22 -4 28 -28 -1 -27
right_child=1 3 5 4 14 6 21 -9 13 -11 12 16 22 15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.052196449349396871 0.014498065404684884 -0.0035175652195396389 0.0081143884329612278 -0.011381502310065576 -0.017219794696696503 -0.010389066455361069 -0.0031135290434220345 -0.0020478649422946715 0.026404359293529522 -0.027441019677836919 -0.01906011099609144 0.010387793052899594 -0.045264102512161841 0.065357630383517287 0.0053629083276097878 0.023439847252215335 0.0048725461868541729 0.0094736572461889042 -0.040459307341901396 -0.055677380915315974 0.014209903299936325 0.011198364566939491 -0.021475235704450781 0.0040858225701781818 0.007669988386759842 -0.0068225099027103041 -0.035550670518384543 -0.0084140454182710916 -0.010128452740390571 0.020850494889655756
leaf_weight=14.262500286102293 6582.6160101443529 297.92373067140579 1721.8179707229137 16209.411090582609 469.61218175292015 3301.335416212678 1373.3105050623417 30594.067271545529 2102.0567287802696 7721.0484791845083 111.56967961788177 8321.1515447646379 269.54141144454479 264.56706729531288 23434.037045225501 247.48261284828186 16972.75813010335 781.17044493556023 192.79301126301289 1651.4561615437269 1860.832554474473 1022.9514277875423 444.34843234717846 794.66499987244606 14602.136607199907 477.27341741323471 212.21313764154911 115.1195220798254 216.36831487715244 47.536262348294258
leaf_count=60 26722 1235 7074 67666 1961 13768 5714 126270 8454 33049 471 34048 1176 1063 96021 994 69419 3158 844 7570 7557 4206 1925 3226 59550 1977 929 493 903 196
internal_value=5.57575e-06 0.00285998 -0.0188802 0.000318563 -0.00183223 -0.0145089 -0.0178104 -0.00528038 0.0118639 -0.0223338 -0.0414442 0.00621652 -0.0467591 0.0253283 0.00491925 0.045098 0.00668694 0.0218172 -0.0180313 -0.0533601 0.00994631 0.00299614 -0.0304571 0.0133765 0.0084092 0.00521068 -0.0178506 -0.026007 -0.0062742 -0.00431594
internal_weight=142427 123727 18700.2 96491.8 70707.1 15665.3 13418.6 46803.5 27235.5 11022.4 3034.88 25784.6 2476.92 3395.28 23903.6 512.05 25293.9 2883.23 490.717 1763.03 23840.3 2396.26 713.89 7377.28 16463 2246.63 557.963 327.333 230.631 524.81
internal_count=587699 508188 79511 397464 291918 65984 56737 193936 110724 46817 13527 105546 11142 13669 97982 2057 103467 11612 2079 8041 97055 9920 3101 29948 67107 9247 2385 1422 963 2173

Tree=8
num_cat=0
split_feature=28 47 18 28 17 7 7 9 9 38 0 21 28 0 7 55 7 23 34 28 45 4 28 29 13 19 7 45 13 45
split_gain=1237.45 1085.89 486.897 442.058 420.397 329.311 355.622 302.738 308.518 187.311 86.1919 61.6299 56.4718 55.4052 45.9618 39.8645 32.3376 29.1937 23.0093 19.5477 19.3805 16.3055 15.4497 13.9033 13.7831 13.3926 12.4925 11.2499 10.6103 10.3842
threshold=-0.031506778672337525 -1.256108224391937 -0.021240289323031899 0.035648154094815261 -0.9409729242324828 -0.0015305511769838629 0.044861363247036941 0.034104272723197944 -0.016691025346517559 1.0000000180025095e-35 0.0010324353352189066 3.1571753025054936 -0.27692525088787073 0.0027706997934728865 -0.08545686304569243 0.40620811283588415 -0.04316392354667186 0.0022488698596134786 1.3591019511222842 -0.38811133801937098 0.0054108754266053447 -0.059216862544417374 -1.0695331096649168 0.33041714131832128 -0.0071136960759758941 -0.015715416520833966 0.10561951994895936 -0.010815758258104323 0.15139411389827731 0.0054108754266053447
left_child=9 2 17 5 10 14 -7 8 -4 16 -5 15 22 -6 -3 27 20 18 -2 -18 28 -21 -13 -22 -14 -17 -9 -11 -1 -19
right_child=1 3 7 4 13 6 -8 26 -10 11 -12 12 24 -15 -16 25 19 29 -20 21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013984587338461254 -0.047941447516351064 0.008746260024729495 0.0001800970306917729 -0.012546421036979645 0.011172379877501184 -0.0079002600473385507 0.0029389923261450559 0.0034593427448134243 -0.024397965357894173 0.045123102829214994 -0.046154805488592368 0.078370297743388675 0.0054219774676434887 0.0053893598136409209 0.0021150921978325262 0.0067842307345405764 0.013185073905050575 -0.0060919853793810807 -0.064706191862489021 0.021877073088812576 0.0093863777868635236 0.0068162616304822754 0.049641119369269932 -0.0042893166987194066 0.033591963880643484 0.034164653908639403 0.013601112487945042 0.023854192786782368 -0.015372902154752734 0.091840558645958401
leaf_weight=6311.7238462120295 927.5925158560276 5180.6817177683115 2301.0077791810036 498.95987156033516 8741.1791388839483 42250.321240499616 14037.028388008475 1270.0158879458904 7819.0516296178102 90.41637921333313 568.02555353939533 109.95583985745907 99.234647899866104 16948.773024812341 12222.715614393353 713.02571061253548 2066.0827796459198 17.325248256325725 411.35824489593506 254.49369689822197 1135.0164374709129 14941.317250162363 159.93801702558994 335.19861690700054 154.74075785279274 68.127115443348885 633.77752628922462 2034.2585056871176 43.147318825125694 4.8168220669031134
leaf_count=25585 4287 21135 9490 2088 35776 176169 57595 5232 33402 363 2439 445 398 69454 50171 2880 8377 76 1945 1037 4601 60897 645 1360 621 275 2592 8168 175 21
internal_value=4.2105e-06 -0.00274909 -0.0185351 -0.000645555 0.0058499 -0.00300404 -0.00519715 -0.0147491 -0.0188096 0.0109948 -0.0304383 0.0239272 0.0425543 0.00735707 0.00408907 0.0205691 0.0092268 -0.0519808 -0.053092 0.00780059 0.012373 0.00706849 0.0613455 0.00626842 0.0225852 0.00917217 0.00683556 0.0247593 0.0137853 0.0152124
internal_weight=142349 113833 13384.9 100448 26756.9 73690.7 56287.3 12023.9 10120.1 28516.7 1066.99 3429.7 523.869 25690 17403.4 2905.83 25087 1361.09 1338.95 17261.9 7825.09 15195.8 269.894 1470.22 253.975 781.153 1903.79 2124.67 6354.87 22.1421
internal_count=587699 471872 57045 414827 109757 305070 233764 50716 42892 115827 4527 13795 2109 105230 71306 11686 102032 6329 6232 70311 31721 61934 1090 5961 1019 3155 7824 8531 25760 97

Tree=9
num_cat=0
split_feature=48 48 1 7 7 6 6 38 17 0 1 7 7 34 7 0 6 0 44 55 27 7 7 6 22 35 6 23 23 14
split_gain=1862.26 600.362 321.614 297.67 439.003 209.72 357.049 276.302 234.555 204.617 176.698 105.024 96.0475 81.0164 54.9523 44.3572 50.8731 39.2243 30.7968 27.7151 25.1036 20.4028 19.9541 19.481 18.0084 17.6434 16.4062 12.9446 12.9304 10.4092
threshold=-1.4875389337539671 -0.34191577136516565 -0.0026376470923423763 -0.0097913797944784147 0.040770240128040321 1.0000000180025095e-35 6.0545426094904549e-05 1.0000000180025095e-35 -0.8667066991329192 -0.0015730941086076198 -0.0026260424638167019 0.063237678259611144 0.014224859885871412 1.5559740066528323 -0.04316392354667186 -0.0027339300140738483 6.0544414736796177e-05 -0.0018518779543228445 3.7910240888595585 -0.43162561953067774 -0.0014227270148694513 -0.090276408940553651 -0.14110229909420011 6.0526574088726199e-05 0.1174249015748501 -1.4763363003730772 6.0541937273228548e-05 0.0038861763896420602 -0.0030616075964644547 -0.62155407667160023
left_child=2 3 15 20 9 7 26 14 -8 -5 13 12 -12 17 -3 27 24 -4 -6 -9 25 -22 -18 -15 -17 -2 -7 29 -13 -1
right_child=1 5 10 4 18 6 8 19 -10 -11 11 28 -14 23 -16 16 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022747535877728015 -0.045817585362583457 0.010085887655621618 -0.019677869688560414 -0.0035972709261129737 0.0037418182062092806 -0.029317224177163544 -0.021061568616513596 0.029903937730932782 0.0035468093667118056 -0.015219632065708552 -0.0073709577507473185 -0.01779035216339931 -0.032221978786398903 -0.066610387528787104 0.0048823001878754687 -0.027061706669277218 0.031742198341206562 -0.040395286571584067 0.017594388589157208 0.019091947079549237 0.0076616631825127584 9.8445604733590742e-05 -0.0074244822533966106 -0.039478892486249285 -0.0030292313262077798 0.010696360733849849 -0.01825976847254324 0.053933189051251523 0.01355371440919525 -0.0043547479595482325
leaf_weight=50.936883240938187 19.358897626399994 9193.9607785344124 369.56079162657261 8214.898484647274 7750.9427753090858 871.09050296247005 1388.4636305719614 1426.457776248455 46600.219751223922 14724.10369245708 717.36846917867661 54.576437994837761 2206.7784192711115 488.10635812580585 30501.761572629213 994.37250867486 48.057060211896896 2285.3335310816765 602.05518078804016 1958.2879689484835 2219.9611266255379 2817.2482817769051 783.4336224347353 113.55507470667362 121.83705425262451 2884.2545484006405 1007.1238277852535 13.77725428342819 285.37958979606628 1563.5319585353136
leaf_count=210 79 37289 1558 34171 31812 3641 5870 5736 191182 62238 3033 224 9590 2343 124847 4346 198 10346 2458 7902 9053 11549 3315 515 520 11742 4196 57 1174 6505
internal_value=3.11419e-06 0.00186868 -0.02442 -0.00425157 -0.00684045 0.00445202 0.00184714 0.00746724 0.00283481 -0.0110574 -0.032218 -0.0225169 -0.0261254 -0.0419415 0.00608751 -0.0102006 -0.0162087 -0.0375114 0.00474026 0.0236485 0.00595026 0.00343165 -0.00516079 -0.0614897 -0.0244385 0.0103196 -0.0233881 -0.0030137 0.00852175 -0.00349966
internal_weight=142277 132180 10096.6 39232.8 31292 92947.4 49866.9 43080.5 47988.7 22939 6520.66 3264.1 2924.15 3256.56 39695.7 3575.95 1947.7 2654.89 8353 3384.75 7940.82 5037.21 831.491 601.661 1116.21 2903.61 1878.21 1628.25 339.956 1614.47
internal_count=587699 543765 43934 163102 130679 380663 204889 175774 197052 96409 28783 14021 12623 14762 162136 15151 8379 11904 34270 13638 32423 20602 3513 2858 4866 11821 7837 6772 1398 6715

Tree=10
num_cat=0
split_feature=48 47 8 8 1 7 7 23 1 48 48 21 16 22 23 7 29 21 9 23 7 33 9 1 16 43 25 11 23 13
split_gain=1719.18 619.251 243.655 282.037 224.343 207.216 347.552 135.329 129.621 123.758 117.546 62.5276 55.7524 52.2883 47.5913 44.4719 40.5521 37.7396 30.7822 29.7013 27.614 26.2109 23.5552 21.4063 19.8738 19.0642 17.6828 15.9574 14.6809 13.2575
threshold=-0.72379013895988453 -1.256108224391937 -0.020395196042954918 0.056312030181288726 -0.0026376470923423763 0.0020101865520700817 0.040770240128040321 -0.0018641663482412694 -0.0026376470923423763 0.42183295637369161 -1.8694132566452024 -0.18232702463865277 0.059037040919065482 0.62034103274345409 -0.0015040780999697743 0.24059391766786578 -0.05486496910452842 -0.20624444633722303 -0.031876457855105393 0.0028270264156162743 -0.069568380713462816 -0.34303189814090723 0.268416777253151 -0.0073631936684250823 -0.02110129781067371 1.2180305719375613 -0.9972856044769286 1.1326072812080386 0.16060598939657214 -0.072828155010938631
left_child=1 4 16 7 13 20 8 17 -7 -9 14 -12 22 18 -6 -14 19 -4 -1 21 29 -2 -5 27 -22 -8 -21 -18 -25 -3
right_child=2 5 3 12 10 6 25 9 -10 -11 11 -13 15 -15 -16 -17 23 -19 -20 26 24 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.010480373183960169 0.0077041111286065833 0.014507794323528571 0.0012713431825349269 0.0098527125185589245 -0.046886212931561075 -0.0087642963247875089 0.0025570219990747357 -0.005527022787280865 -0.02018508722643781 0.0020296038004645775 -0.029737229064039541 -0.0060614876232064682 0.0024688395721044875 0.0096487877550603795 -0.021195380161602186 0.0089881024627113271 0.0080962832951721291 0.0061903160733110122 -0.017712414559389041 -0.0043484304795690359 -0.0035098511024858688 0.012952019801422349 0.023318471390464415 0.0025334003941848184 0.0067748016713183286 0.019687321352379203 0.006946910131225577 0.070701241613956509 0.028011222278823317 0.0044577467322853732
leaf_weight=148.61898054182529 5069.5978538841009 651.96504400670528 15285.059508547187 9625.978266581893 2042.7019636780024 6128.320531308651 4380.3502422571182 21136.726317048073 7942.7865090817213 11731.716736719012 2304.0996739119291 467.00376220047474 9913.8474749922752 365.20807027816772 286.16354393959045 5757.9886141866446 4674.4095464497805 8420.4427840262651 1451.1149487644434 579.5543255507946 2661.5016519576311 9560.8955976516008 474.48929439485073 5570.5660368204117 867.13416922092438 238.45928402245045 2879.6296856999397 14.215653598308561 79.857061997056007 1527.2085163891315
leaf_count=612 20615 2649 62878 39213 9618 25877 18020 87759 33887 48326 10120 2006 40480 1535 1262 23446 18995 34555 6250 2386 10996 38829 1928 22694 3585 973 11774 58 326 6226
internal_value=0.000120248 -0.0120508 0.00357711 0.00195128 -0.0274327 -0.00759666 -0.0106015 -0.000379232 -0.015211 -0.00282984 -0.0339587 -0.0257472 0.0070671 -0.0104946 -0.0437294 0.00486408 0.00828647 0.00301861 -0.0150932 0.0099711 0.00224248 0.0111336 0.0104853 0.00533896 -0.00098248 0.00344142 0.00505448 0.0082861 0.00289348 0.00746452
internal_weight=142238 31462.6 110775 82346.2 7064.91 24397.7 18689.9 56573.9 14071.1 32868.4 5099.97 2771.1 25772.3 1964.94 2328.87 15671.8 28428.7 23705.5 1599.73 18089.7 5707.81 14630.5 10100.5 10339 3528.64 4618.81 3459.18 4688.63 5650.42 2179.17
internal_count=587878 133616 454262 338585 31403 102213 78757 233518 59764 136085 23006 12126 105067 8397 10880 63926 115677 97433 6862 73604 23456 59444 41141 42073 14581 18993 14160 19053 23020 8875

Tree=11
num_cat=0
split_feature=48 47 28 28 17 28 44 1 28 6 44 6 12 28 17 6 28 22 53 28 21 28 7 55 9 28 44 33 24 0
split_gain=1527.02 558.008 378.654 241.171 236.597 275.873 339.929 204.091 177.32 145.226 143.622 127.122 126.653 117.575 49.5903 48.986 48.2857 46.5062 43.1096 38.9643 36.4182 45.5941 31.9636 29.2492 27.4174 26.164 23.175 18.7739 15.1905 14.1861
threshold=-0.72379013895988453 -1.256108224391937 -0.031506778672337525 -0.0094470065087079984 -0.9409729242324828 0.044069897383451469 1.0000000180025095e-35 -0.0026376470923423763 0.044069897383451469 0.76573270559310924 3.7910240888595585 6.0537413446581929e-05 -0.27347439527511591 0.00073300834628753375 -0.9409729242324828 1.1509995460510256 0.063583616167306914 0.62034103274345409 0.77570027112960827 -0.081908166408538804 3.1571753025054936 -0.91767302155494679 -0.13328737020492551 0.18442010134458545 -0.031876457855105393 -0.1656784117221832 3.7910240888595585 -0.046015290543436997 2.5276122093200688 -0.0020303160417824979
left_child=1 7 10 19 9 6 -6 17 12 22 25 13 -5 -9 -10 -7 -13 24 -11 27 23 -22 -4 -12 -1 28 -21 -3 -2 -27
right_child=2 3 4 8 5 15 -8 11 14 18 20 16 -14 -15 -16 -17 -18 -19 -20 26 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0098448070548934515 0.011032157620600192 0.0074805182201587977 0.019898685828463835 -0.027298339389895912 -0.00088762078012979875 0.008875838480089094 0.029085351527349472 -0.012561681294037978 -0.040859779298035893 -0.060601986588793975 0.023090547408825299 -0.023251416109870748 -0.010923888316048914 -0.045345621715603412 0.0053585639725634267 0.0025356876111054831 0.019816869958178683 0.0090605014284169273 -0.0040122197604111594 -0.00027960297164985692 0.06923218155443836 0.026278247692874426 -0.01443799706793274 0.010315143544548898 -0.016747829222661721 0.0063142189177551261 0.025639852563909188 0.022651488972910548 -0.0089740403278294953 0.027790231493862734
leaf_weight=148.87103891372681 7824.0863839238882 1063.1857866495848 107.63023115694523 1864.5118550360203 59516.809915304184 17550.485028535128 1346.9514102786779 449.9579686820507 83.526810318231583 349.23777557909489 1797.3285771757364 2017.9145102202892 13923.745157212019 2477.5989898443222 2485.6849930435419 5594.219176903367 94.87711726129055 365.9508388787508 54.121985912322998 4417.6635586172342 111.86983518302441 372.29302135109901 766.10222983360291 955.46570128202438 1444.3545512706041 14230.324064046144 123.43569125235081 387.4066162109375 134.38268649578094 107.87937551736832
leaf_count=612 31626 4310 451 8080 245353 71618 5524 1912 356 1535 7196 8862 58865 11835 10257 22911 397 1535 240 18278 459 1499 3213 3845 6250 57811 502 1565 544 437
internal_value=0.000112348 -0.0113843 0.00336453 -0.00716388 0.00147748 0.00186063 -0.000224301 -0.0260658 -0.0105185 -0.0237265 0.00966753 -0.0323469 -0.0128576 -0.0403068 0.00385597 0.00734338 -0.0213174 -0.00990646 -0.0530089 0.00311401 0.0212809 0.0362031 -0.0102083 0.0186563 -0.014263 0.00798155 0.000424937 0.0115322 0.0106943 0.0064758
internal_weight=142168 31348.7 110819 24349.2 85285.6 84008.5 60863.8 6999.53 18357.5 1277.09 25533.6 5040.35 15788.3 2927.56 2569.21 23144.7 2112.79 1959.18 403.36 5991.69 3236.96 484.163 873.732 2752.79 1593.23 22296.7 4541.1 1450.59 7958.47 14338.2
internal_count=587878 133616 454262 102213 350845 345406 250877 31403 77558 5439 103417 23006 66945 13747 10613 94529 9259 8397 1775 24655 12999 1958 3664 11041 6862 90418 18780 5875 32170 58248

Tree=12
num_cat=0
split_feature=48 47 28 28 17 28 44 18 38 28 28 12 6 28 6 6 17 17 6 28 28 21 28 55 8 38 2 5 8 17
split_gain=1356.31 503.009 336.695 221.869 287.429 214.327 203.277 168.697 164.558 157.747 119.326 116.164 112.416 104.804 140.068 63.5335 59.9511 44.2896 39.6678 34.4743 34.4506 25.4684 49.2052 34.4843 25.0415 20.6394 17.7677 15.0536 14.5809 10.5992
threshold=-0.72379013895988453 -1.256108224391937 -0.014725709334015845 0.021683344617486004 -0.9409729242324828 -0.0094470065087079984 1.0000000180025095e-35 -0.021240289323031899 1.0000000180025095e-35 0.044069897383451469 0.0020204392494633798 -0.28097476065158838 0.76573270559310924 0.0010656728409230711 6.0529777329065844e-05 0.48568947613239294 -0.8429943025112151 -0.9409729242324828 6.0506041336338974e-05 -0.1656784117221832 -0.081908166408538804 3.1571753025054936 -0.23239897191524503 0.21397567540407184 0.0080058947205543535 1.0000000180025095e-35 -0.0032923403196036811 -1.2952079176902769 0.031820237636566169 -0.8429943025112151
left_child=1 7 8 6 12 20 10 18 19 11 -4 -7 -5 26 -15 -6 -8 -11 -1 27 29 23 -23 -10 -21 -22 -9 -2 -20 -3
right_child=2 5 3 4 15 9 16 13 21 17 -12 -13 -14 14 -16 -17 -18 -19 28 24 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.059340824223118885 0.015711101761970065 0.040953203676711722 0.0017042446313668565 -0.010726018419046477 0.0092656555998437348 -0.029194936315034978 -0.0077148889518003465 0.0021848432833242214 0.022567464751258218 -0.038856962630465529 -0.0046004936600609969 -0.010631789505688877 -0.050426085673019518 -0.041835562217327101 -0.01832020525248991 0.0037579041891880535 0.03143198976796014 0.0050377193001321435 -0.039442590663838276 0.0078689686211759879 -0.00026728976022554992 0.049863017187509198 0.013475497264322048 0.0090718406135426692 0.0038018784579041029 0.024116041065339464 -0.012543789191304276 0.008869121529691 -0.011756924447921643 0.0099958820171603506
leaf_weight=416.98401652276516 1345.6301578581333 39.57781508564949 16834.14625403285 675.53378574550152 11615.272207960486 1277.0883966833353 163.33266961574554 622.66492502391338 2005.3330520540476 82.676068753004074 27553.245666474104 14462.331902697682 392.56689275801182 1196.3888172209263 3352.5831457823515 19580.616138592362 819.09950782358646 2487.9282723069191 746.67683583498001 9006.7004032731056 4416.9783454835415 268.05479352176189 250.02517646551132 981.74859222769737 12701.437909752131 124.24007022380829 525.91648851335049 6657.7211411595345 72.6622613966465 1412.5850040763617
leaf_count=2186 5423 160 69275 2851 47370 5606 680 2599 8033 356 114039 61339 1757 5606 14754 80128 3353 10257 3667 36565 18276 1100 1003 3951 51840 504 2240 26894 351 5715
internal_value=0.000104897 -0.010754 0.00316489 0.00103796 0.0047782 -0.00675492 -0.00162185 -0.0247708 0.00813595 -0.00992484 -0.00220939 -0.012138 -0.0253173 -0.0204839 -0.0245048 0.00580862 0.0249237 0.00362597 -0.0445267 0.0067096 0.0029293 0.0202264 0.0323024 0.0181319 0.00548931 0.000399797 -0.00455915 0.0100195 -0.0369873 0.0108396
internal_weight=142088 31237.3 110850 77633.8 32264 24303.4 45369.8 6933.88 33216.7 18310 44387.4 15739.4 1068.1 5697.55 4548.97 31195.9 982.432 2570.6 1236.32 29711.5 5993.38 3505.16 518.08 2987.08 21708.1 4541.22 1148.58 8003.35 819.339 1452.16
internal_count=587878 133616 454262 319453 132106 102213 187347 31403 134809 77558 183314 66945 4608 25199 20360 127498 4033 10613 6204 120722 24655 14087 2103 11984 88405 18780 4839 32317 4018 5875

Tree=13
num_cat=0
split_feature=18 28 28 6 6 21 44 1 6 6 6 6 28 28 7 21 28 23 7 28 24 21 7 34 14 8 6 5 16 25
split_gain=808.406 617.525 538.768 300.908 953.406 285.424 167.186 112.303 90.0104 81.5101 74.8962 61.7975 46.9325 34.5691 30.7805 26.4288 47.3419 23.2184 22.523 18.4697 17.8949 17.0546 12.6707 12.6264 11.762 10.694 10.3603 8.73667 8.61108 8.52918
threshold=-0.020662431605160233 -0.014725709334015845 0.018866457976400856 1.0000000180025095e-35 6.0544414736796177e-05 1.6111459732055666 3.7910240888595585 -0.0026376470923423763 0.4528979361057282 0.64674586057662975 -0.33496320247650141 6.0529777329065844e-05 -0.1656784117221832 -0.0029428219422698017 0.007972906809300186 3.1571753025054936 -0.36602020263671869 -0.0016591091989539561 0.051835363730788238 -1.2758256793022154 2.5276122093200688 -0.20222809165716168 0.013508669566363098 -1.3768988251686094 0.0014321245253086092 -0.047564011067152016 -2.9792442321777339 2.1598320007324223 0.013681263197213413 0.038751166313886649
left_child=7 6 3 10 -5 8 12 21 -4 -7 -3 13 20 28 -14 19 -17 -15 22 -8 -2 24 -13 -23 25 -1 -26 -20 -9 -25
right_child=1 2 5 4 -6 9 15 11 -10 -11 -12 18 14 17 -16 16 -18 -19 27 -21 -22 23 -24 29 26 -27 -28 -29 -30 -31
leaf_value=-0.06479521209446501 0.0099498454527939539 -0.0023709566810567492 0.0092845878345536852 -0.026404062412083006 -0.0035936259793822225 -0.006765902257408439 0.0040904649428983031 -0.02541238246513634 0.0029836060090029778 -0.033670877402996083 0.0044510013067225029 -0.016939293762250961 0.0069251848623002772 -0.050436707723793349 0.0027710711003180078 0.052267478167717159 0.016866374512641343 0.0050429803537501722 0.0022927867900415493 0.018408075699804211 -0.010900602175614617 -0.038054501525922588 -0.032451344147493948 0.034083648986133315 0.046682299270244795 0.015537622550308756 -0.019347761698000464 0.087251198029307822 0.016981068326077108 0.0014993130972695448
leaf_weight=6.3112455606460562 8523.0795851945877 13461.469947099686 11845.506299629807 7882.1069721281528 33435.343661025167 760.90858848392963 351.5087017416954 35.286831513047218 23644.88168156147 808.3995318710804 9595.0308441519737 235.36352950334549 10946.466682896018 1061.9259499460459 14346.705471768975 217.2775794416666 333.07599958777428 26.92410583794117 52.017793163657188 2910.6930374950171 145.73578126728535 15.337085351347922 828.68374732136726 60.453322857618332 8.4991472512483579 67.067145735025406 309.07290542125702 4.5848121941089621 31.628284573554993 52.03172379732132
leaf_count=26 34385 55912 48283 34629 139271 3190 1409 149 96963 3539 39441 1046 44439 5532 58636 902 1340 128 219 11677 590 64 3815 252 37 280 1353 20 134 217
internal_value=9.79392e-05 0.000728738 -0.0016693 -0.00493185 -0.00794516 0.00399787 0.00716803 -0.0313176 0.00508666 -0.0206255 0.000468021 -0.0369631 0.00585292 -0.0465353 0.0045689 0.018883 0.0308426 -0.0490649 -0.027091 0.0168653 0.00959932 -0.00654458 -0.0290201 0.0121641 -0.0126614 0.00862823 -0.0175806 0.00917442 -0.00537458 0.0190113
internal_weight=142003 139208 101434 64374 41317.5 37059.7 37774.5 2795.19 35490.4 1569.31 23056.5 2276.42 33962 1155.77 25293.2 3812.56 550.354 1088.85 1120.65 3262.2 8668.82 518.773 1064.05 127.822 390.95 73.3784 317.572 56.6026 66.9151 112.485
internal_count=587878 574606 421228 269253 173900 151975 153378 13272 145246 6729 95353 11043 138050 5943 103075 15328 2242 5660 5100 13086 34975 2229 4861 533 1696 306 1390 239 283 469

Tree=14
num_cat=0
split_feature=48 28 28 17 48 1 47 8 7 37 6 37 6 48 28 7 28 6 8 34 31 29 17 14 8 19 31 28 1 7
split_gain=1136.98 434.931 337.633 259.526 237.54 234.116 146.88 140.422 139.359 130.726 118.325 113.519 76.6192 63.6042 40.2814 27.5706 27.0362 49.6326 26.0652 25.0986 24.9844 19.7489 16.5129 13.6414 12.9228 12.5641 15.1427 12.3136 12.1107 9.96697
threshold=-1.4875389337539671 -0.014725709334015845 0.021683344617486004 -0.9409729242324828 1.0000000180025095e-35 -0.0026376470923423763 -1.256108224391937 0.062427941709756858 0.014900057110935451 0.36435024440288549 0.76573270559310924 1.0000000180025095e-35 0.81589552760124218 -2.2512876987457271 -0.16511735320091245 1.0000000180025095e-35 0.0020204392494633798 6.0544911320903345e-05 0.0080058947205543535 0.99367433786392223 0.74885582923889171 -0.21102562546730039 -0.9409729242324828 -0.62155407667160023 -0.11739586666226386 -0.021598240360617634 0.68169158697128307 -0.23239897191524503 -0.0028148612473160024 -0.0067669991403818122
left_child=5 9 4 10 6 16 -3 8 15 14 -4 -6 -5 -10 22 -7 23 19 -16 -18 21 -11 -2 29 -19 -9 -27 -22 -25 -1
right_child=1 2 3 12 11 7 -8 25 13 20 -12 -13 -14 -15 18 -17 17 24 -20 -21 27 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0045589500507431761 0.051641808452279808 -0.017390455808114776 -0.0092021912203043409 0.0070389783477221744 0.00034018864311897995 0.00099140539278714385 -0.0051915445845357559 0.035502533945283889 -0.043648687020525011 0.011821080337928523 -0.048513934401223389 0.02675346347089751 0.0013667932226032397 -0.028517974119111968 0.0068622381022764127 -0.017410342567377213 -0.024008065764966474 0.026991097809817056 0.002919063308091694 0.01480695977715612 0.039095886682581349 0.021761868596138306 0.00892207077699648 -0.003393395310413605 -0.0035170612253295546 -0.019533474830019711 0.012415081863834125 0.020761748089562913 0.056904394502245 0.047359130576052649
leaf_weight=21.109092280268669 31.600812867283821 3888.9338767826557 720.96175327897072 21254.62889829278 25082.860440298915 459.431297108531 29484.495201170444 56.712294951081276 1360.1001339703798 1714.894203543663 422.83498044312 579.49460498988628 13590.176113545895 3346.9344875365496 9935.4538898319006 739.7971582710743 890.94765993952751 51.672592803835869 14140.853476822376 62.02734836935997 257.54623548686504 1170.5055169463158 9591.5712099075317 1724.4522006958723 747.45655600726604 66.765701979398727 227.98197661340237 252.57024338841438 11.673442661762236 32.983772620558739
leaf_count=86 131 16832 3059 86667 103275 1939 123390 236 6804 6886 1942 2368 55760 15404 40297 3297 4032 212 57740 279 1049 4705 38666 7212 3193 277 940 1013 50 137
internal_value=9.1394e-05 0.00152966 -0.000585387 0.00391896 -0.00333127 -0.0192985 -0.00661306 -0.0261596 -0.0283155 0.00694765 -0.0237348 0.00093664 0.00482671 -0.03289 0.00583588 -0.0103605 -0.00717814 -0.0123883 0.00454627 -0.0214817 0.0179817 0.0158537 0.00906235 -0.00207887 -0.00154437 0.0100714 0.00517815 0.0300182 -0.00298796 0.0270987
internal_weight=141919 132119 95024.4 35988.6 59035.8 9800.05 33373.4 6257.72 5906.26 37095 1143.8 25662.4 34844.8 4707.03 33699.5 1199.23 3542.32 1752.1 24076.3 952.975 3395.52 2885.4 9623.17 1790.22 799.129 351.46 294.748 510.116 1736.13 54.0929
internal_count=587878 543780 393293 147428 245865 44098 140222 28897 27444 150487 5001 105643 142427 22208 136834 5236 15201 7716 98037 4311 13653 11591 38797 7485 3405 1453 1217 2062 7262 223

Tree=15
num_cat=0
split_feature=48 28 28 17 48 0 6 34 44 44 6 8 7 23 6 21 28 13 6 8 28 3 7 23 23 14 24 27 28 5
split_gain=1035.82 368.631 280.797 252.928 205.745 197.113 246.312 146.993 116.974 96.8984 96.5344 74.0279 65.1341 55.8205 40.5033 39.9856 40.9364 28.8016 25.2145 24.9462 19.1052 18.6287 15.5066 13.8349 11.4887 10.6611 9.27775 8.68579 8.42126 8.18422
threshold=-1.4875389337539671 -0.014725709334015845 0.044069897383451469 -0.9409729242324828 -0.34191577136516565 -0.0015730941086076198 6.0526574088726199e-05 1.5559740066528323 3.7910240888595585 1.0000000180025095e-35 0.85231199860572826 0.067799687385559096 1.0000000180025095e-35 -0.0016591091989539561 0.4528979361057282 3.1571753025054936 -0.91767302155494679 -0.29739230871200556 6.0482174376375049e-05 0.0074744769372046002 -1.2758256793022154 -0.004409077111631631 -0.038603294640779488 -0.0023518715752288695 -0.0025928356917574997 -0.62155407667160023 0.74291148781776439 0.03819540701806546 -0.10676064714789389 -0.64217513799667347
left_child=5 8 4 10 7 21 13 -3 17 -6 -4 12 -8 18 -5 20 -17 26 -7 -19 -10 25 28 -24 -13 -1 -2 -27 -23 -15
right_child=1 2 3 14 9 6 11 -9 15 -11 -12 24 -14 29 -16 16 -18 19 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.024995556613810414 0.0081301116265009143 -0.0060247844985736061 -0.011011762329440268 0.0091972212549589726 -0.00069383817933195879 -0.059278295135963499 -0.0011951212383597774 -0.029745737744587601 0.0005951864134498921 0.016360776045199994 -0.049547315221013438 -0.037306052674720001 -0.021864868346859155 0.059310330579016593 0.0040374520391125981 0.062098192820996233 0.022419638133285489 0.0063811996823196883 -0.041338166843846925 0.0028405096125446233 0.01507102439954674 0.10043366664720942 -0.015122694065769743 0.0029458242079678184 0.011530977006317847 -0.0021477260404287163 0.01518455523680714 0.064154426823820332 0.016399460586751125 0.003236922843170099
leaf_weight=53.28981539607048 4189.3169664144516 24833.224730864167 623.17683887481689 7520.0984535962343 41453.536827996373 341.11235350370407 603.78835515677929 943.92629785835743 355.91692291200161 1193.051994368434 355.30884881317616 17.681584134697914 4383.5975783765316 11.284187376499174 17904.738230094314 114.55729919672012 431.19793806970119 12063.390927255154 1360.0032650083303 16267.743690088391 2930.5105264484882 5.6861352026462582 866.31937243044376 177.78815850615501 324.46122895181179 1525.5176869034767 767.92303946614265 6.9090867638587943 15.377410694956778 45.986052587628365
leaf_count=219 16972 104966 2672 30512 170688 1866 2550 4107 1426 4888 1664 73 19937 52 73117 489 1751 48794 6916 66219 11746 23 3688 752 1339 6392 3114 29 63 217
internal_value=-0.000157013 0.00121349 -0.000737645 0.00443076 -0.00273203 -0.0187255 -0.0238588 -0.00689342 0.00619782 -0.00021673 -0.0250048 -0.0175413 -0.0193625 -0.0430068 0.0055636 0.0159592 0.0307484 0.00507408 -0.0449356 0.00434813 0.0135033 -0.0050003 -0.0110349 -0.012046 0.00900713 -0.000946662 0.00922291 -0.0018488 0.0390846 0.0142853
internal_weight=141686 131948 94827.1 26403.3 68423.7 9738.8 7087.91 25777.2 37120.6 42646.6 978.486 5329.53 4987.39 1758.39 25424.8 3832.18 545.755 33288.4 1701.12 28331.1 3286.43 2650.89 1065.17 1044.11 342.143 1585.72 4957.24 1532.43 21.0635 57.2702
internal_count=587241 543125 392614 107965 284649 44116 32950 109073 150511 175576 4336 23899 22487 9051 103629 15412 2240 135099 8782 115013 13172 11166 4526 4440 1412 6640 20086 6421 86 269

Tree=16
num_cat=0
split_feature=48 28 28 17 1 44 1 44 1 0 34 8 17 8 0 13 8 21 55 28 21 0 23 1 55 0 28 15 1 28
split_gain=924.36 330.857 298.335 225.442 180.324 171.536 162.532 131.947 108.257 72.3477 66.9521 63.0172 55.4914 54.5357 46.4819 36.859 39.0365 30.3757 46.4941 40.0953 27.3185 22.9332 21.4373 17.7714 14.9409 14.1519 13.5073 10.8298 10.7292 9.14436
threshold=-1.4875389337539671 -0.0094470065087079984 0.021683344617486004 -0.8667066991329192 -0.0026376470923423763 1.0000000180025095e-35 -0.0026376470923423763 3.7910240888595585 -0.0022675037616863842 0.0027706997934728865 1.5559740066528323 0.067799687385559096 -0.8429943025112151 0.00073723815148696314 0.00016760183643782514 -0.32953470945358271 0.0074744769372046002 3.1571753025054936 0.092965848743915572 -0.27692525088787073 -0.15950337052345273 -0.0027339300140738483 -0.0013715280219912527 -0.0028148612473160024 1.4406796693801882 -0.0035486744018271561 -0.098372090607881532 0.020140931941568855 -0.0033751516602933402 0.119200736284256
left_child=4 7 5 14 21 6 -3 15 10 -5 20 13 -7 -10 -4 24 -17 18 -9 -19 -6 25 23 -23 -2 26 -1 -12 -27 -24
right_child=1 2 3 9 8 12 -8 17 11 -11 27 -13 -14 -15 -16 16 -18 19 -20 -21 -22 22 29 -25 -26 28 -28 -29 -30 -31
leaf_value=0.013907849605440354 0.0077473029510729766 -0.00056432560714022781 -0.0053374181688127745 0.0075062851633109469 -0.029964535509971971 -0.0087125400012525219 -0.0072910041556973068 0.018550565083670638 0.0023717789795236286 0.0019526570376813667 -0.058825333502499452 0.010146428173633898 0.029201562160230062 -0.022030407259143663 -0.02886930343678392 0.0059773395480958212 0.001979724356087354 0.045299065334487659 0.0044685482418847797 0.013466853571254539 -0.01122921824822763 -0.015859160237993896 -0.0026457862729983338 0.036884944526450129 0.017373785710079415 0.022092698525210189 -0.0055043283714121842 -0.04212930320052119 -0.027831691793068866 0.031546284896022445
leaf_weight=137.52132777869701 4432.6024575680494 22554.309072926641 441.53859789669514 13181.698750704527 2225.2176622599363 165.70821733772755 28059.659992054105 2226.1493060737848 368.06212216615677 21456.501866742969 272.78778205811977 290.12381142377853 710.73340836167336 2382.2745999693871 863.8925373852253 14234.351125434041 21118.050350368023 257.25149928033352 1288.5740311443806 296.49407665431499 308.47461393475533 1440.4038533270359 437.12866730988026 22.585827142000198 642.60003255307674 122.14818130433559 1346.1090895086527 268.203662738204 17.079920187592506 29.035979703068733
leaf_count=557 17983 93831 1864 53727 10864 690 117649 8923 1546 87700 1531 1192 2913 10796 3876 57648 86263 1093 5171 1190 1424 6447 1880 101 2604 511 5646 1430 72 119
internal_value=-0.000148556 0.00114184 -0.000965918 0.00315901 -0.0177589 -0.00384538 -0.0042935 0.00528355 -0.0239002 0.00406611 -0.0317065 -0.0160061 0.0220332 -0.0187648 -0.0209101 0.00426433 0.00358933 0.0154113 0.0133878 0.028255 -0.0276835 -0.00718597 -0.0115341 -0.0150449 0.00896617 -0.00201717 -0.00370497 -0.0505481 0.0159682 -0.000516066
internal_weight=141597 131930 87434 35943.6 9667.16 51490.4 50614 44496.1 6115.14 34638.2 3074.68 3040.46 876.442 2750.34 1305.43 40427.6 35352.4 4068.47 3514.72 553.746 2533.69 3552.01 1929.15 1462.99 5075.2 1622.86 1483.63 540.991 139.228 466.165
internal_count=587241 543125 362250 147167 44116 215083 211480 180875 28783 141427 15249 13534 3603 12342 5740 164498 143911 16377 14094 2283 12288 15333 8547 6548 20587 6786 6203 2961 583 1999

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 20 26 49 9 8 3
split_gain=824.571 292.877 278.059 429.88 194.926 173.413 165.788 221.36 140.293 117.061 80.7668 60.6987 55.11 50.2984 48.8964 30.5832 33.3523 24.2267 21.6191 33.0065 15.7252 14.4464 15.1466 13.1873 11.9853 10.9952 10.4033 13.4964 9.25871 9.0737
threshold=-1.4875389337539671 -0.0094470065087079984 6.0548711189767353e-05 0.002070527989417315 6.054261029930786e-05 -0.8667066991329192 -0.0015730941086076198 6.0526574088726199e-05 0.046856014057993896 3.7910240888595585 0.63357654213905346 0.062427941709756858 1.0000000180025095e-35 -0.0016591091989539561 0.040851579979062087 0.0074744769372046002 0.04795315861701966 6.0482174376375049e-05 -0.43162561953067774 -0.9409729242324828 -0.004409077111631631 0.019811827689409259 0.042781041935086257 -0.0025928356917574997 -0.022298524156212803 0.87006315588951122 -0.36369965970516199 -0.0076886822935193768 0.021157374605536464 -0.0043968558311462394
left_child=6 9 3 14 -5 10 20 13 -7 15 -4 12 -9 17 -3 24 -17 -8 25 -20 26 22 -22 -13 -2 -11 28 -28 -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 -27 27 -29 -30 -31
leaf_value=-0.0022711604759497396 0.007946905117591831 -0.00084500351623402426 -0.0061904154760555824 -0.025111904893391695 -0.0087103379007681375 -0.00065931710376476759 -0.056510718708671644 -0.00070410460841288029 0.0050933708975403344 0.021975625409990509 -0.032015978759561428 -0.040610253181723906 -0.019763800005189489 0.014207418976975578 0.0094395065948942071 0.00050917839252529232 0.00492519398322523 -0.038490351282354472 0.023200284451724874 0.0068801447706992513 -0.014257325822916056 -0.064178817627706136 0.043781889278602631 0.0095461955574471184 0.0046939274969844185 0.010366413262897627 0.022057968847750888 0.00093708314292262871 -0.018839473730186324 0.0065938307673313315
leaf_weight=679.45136874914169 6434.6588898450136 12293.88043166697 979.94460439682007 4193.5168450623751 6329.3213409036398 36011.541552424431 323.60202996432781 602.45973771810532 25002.782801121473 1357.2799659371376 739.75617858767509 19.214986562728882 4277.5705505758524 57.257302895188332 1851.5750098079443 12245.803898409009 11586.237951666117 1315.118195772171 569.37584142386913 1779.8115406185389 839.7731654047966 6.5149426013231269 15.949517413973807 362.44322949647903 10180.475203022361 359.12990039587021 126.25260874629021 635.11921237409115 141.93407073616982 196.67632043361664
leaf_count=2822 26059 50888 4132 18463 26770 149186 1866 2550 101783 5449 3386 80 19772 269 7642 50300 46974 6916 2349 7138 3614 27 69 1497 41165 1441 527 2691 600 816
internal_value=-0.000140464 0.00107443 -0.000909507 -0.00621641 -0.0152466 0.00117727 -0.0168357 -0.0216134 0.00169805 0.00496996 -0.0172997 -0.0156386 -0.0174108 -0.0401496 0.000501192 0.00401071 0.00265608 -0.0420489 0.0145132 0.0108357 -0.00425222 -0.0098175 -0.0131756 0.00702102 0.00595373 0.0195466 -0.000528869 0.0044394 -0.00513414 0.00432464
internal_weight=141514 131915 87402.3 24668.3 10522.8 62734 9599.34 6957.67 61014.3 44512.8 1719.7 5261.69 4880.03 1695.98 14145.5 40447.2 23832 1638.72 4065.6 2349.19 2641.67 1058.91 855.723 381.658 16615.1 1716.41 1582.76 761.372 821.385 203.191
internal_count=587241 543125 362250 103763 45233 258487 44116 32950 250969 180875 7518 23899 22322 9051 58530 164498 97274 8782 16377 9487 11166 4526 3683 1577 67224 6890 6640 3218 3422 843

Tree=18
num_cat=0
split_feature=48 7 7 0 1 0 48 51 16 7 7 7 7 20 33 7 1 21 0 33 14 14 21 7 55 20 20 17 9 7
split_gain=735.613 250.932 389.796 203.963 154.187 147.08 97.073 85.8095 72.4242 68.417 61.9979 71.8548 41.6099 38.1808 32.8905 27.2041 27.1955 26.0534 31.1338 25.8976 21.921 19.4179 18.6631 25.2703 15.888 15.3879 10.8476 10.1761 9.12109 6.82526
threshold=-1.4875389337539671 -0.0007832700794097035 0.04009512439370156 -0.0015730941086076198 -0.0026376470923423763 -0.0015650879940949378 -2.2512876987457271 0.25355286896228796 0.059037040919065482 0.14696988463401797 0.0026902775280177598 0.063237678259611144 0.033625729382038123 -0.023485085926949974 -0.29524216055870051 -0.069568380713462816 -0.13097606599330899 0.36505945026874548 -0.001028330181725323 -0.25057661533355707 0.010404509957879783 -0.62155407667160023 -0.18645752966403958 -0.14994904398918149 1.2873979210853579 -0.027723653241991993 0.070331171154975905 -0.88097131252288807 0.00443715206347406 -0.0007832700794097035
left_child=4 13 3 7 21 -5 12 -3 14 -10 25 -12 20 17 -4 24 -17 19 -19 -2 -6 26 23 -23 -15 -8 -1 -24 -14 -28
right_child=1 2 8 5 6 -7 10 -9 9 -11 11 -13 28 15 -16 16 -18 18 -20 -21 -22 22 27 -25 -26 -27 29 -29 -30 -31
leaf_value=0.041835727099469949 0.0061015475886698738 -0.0011261093596191022 0.0041568722694278054 -0.012847484729183642 -0.026155625309321497 -0.0042188174527392026 0.025668201217502819 0.0096230311855738625 -0.0011452989160674523 0.005379337887854295 -0.022222812138065953 0.0063551401613093838 -0.023376070152638758 0.0045509564185096003 0.0096924497417096959 0.024066544190752555 0.0011444389356516013 0.0089909672154980871 -0.016924877983731827 0.011679995553399849 -0.042947200522129733 0.018286958843903359 -0.073133154827084421 -0.010574425900043243 0.010889553905591751 -0.0023373351068357992 -0.027507213941857584 0.0012196731486086342 0.010687119557774488 0.026328188978032196
leaf_weight=44.88003408908844 9465.5655507445335 18494.028224885464 7221.4913195818663 10338.53145223856 380.38718631863594 20535.431434288621 82.146737709641457 3005.2794765233994 12679.982567965984 10011.529832854867 3742.8374161869287 333.5593963265419 42.836905345320702 13471.730595290661 7742.0787563472986 182.83333837985992 12387.774283885956 314.2197026014328 331.70816734433174 4174.5222654342651 937.97564202547073 110.30515478551388 6.455713912844657 2477.903159558773 1533.1910887360573 405.05651542544365 17.808284968137741 858.77609165012836 75.757740005850792 15.189922794699667
leaf_count=187 38503 76343 29479 44620 1934 85773 350 12359 51994 40667 17778 1372 207 54560 31531 746 50650 1297 1513 16880 5085 449 27 10895 6210 1714 73 3638 343 64
internal_value=-0.000133002 0.00101093 -0.000743923 -0.00403576 -0.0159613 -0.00710823 -0.0217178 0.000376459 0.00383458 0.00173338 -0.017507 -0.0198844 -0.0350911 0.00478497 0.00702095 0.00350246 0.00147783 0.00726053 -0.00431779 0.00780882 -0.0381023 -0.00617965 -0.00683665 -0.0093444 0.00519863 0.00238464 0.0229545 0.000664908 -0.00161665 -0.00272539
internal_weight=141422 131890 90028.4 52373.3 9531.88 30874 6000.56 21499.3 37655.1 22691.5 4563.6 4076.4 1436.96 41861.5 14963.6 27575.5 12570.6 14286 645.928 13640.1 1318.36 3531.32 3453.44 2588.21 15004.9 487.203 77.8782 865.232 118.595 32.9982
internal_count=587241 543125 372766 219095 44116 130393 28783 88702 153671 92661 21214 19150 7569 170359 61010 112166 51396 58193 2810 55383 7019 15333 15009 11344 60770 2064 324 3665 550 137

Tree=19
num_cat=0
split_feature=48 47 8 8 8 8 0 6 34 0 33 1 6 20 8 16 8 50 1 24 6 27 10 6 8 5 6 5 51 16
split_gain=662.709 273.987 122.189 150.798 119.018 168.114 116.937 195.727 112.717 88.5449 65.4229 63.5102 47.213 41.7138 41.3121 38.4319 30.232 25.2627 24.4662 31.1242 18.2605 17.9011 23.3607 17.6121 16.07 18.9561 15.3295 13.3323 13.3286 13.0358
threshold=-0.72379013895988453 -1.256108224391937 -0.01618042308837175 0.062427941709756858 -0.0015850365743972359 0.047026967629790313 -0.0015730941086076198 6.0545900851138874e-05 1.5559740066528323 -0.0015730941086076198 0.3683928400278092 -0.0026376470923423763 6.0549993577296852e-05 -0.02252145484089851 0.034050855785608299 0.059037040919065482 0.089107710868120207 -0.026841729879379269 -0.0073631936684250823 -1.4495823979377744 6.0516111261677004e-05 -0.003282032441347837 1.0000000180025095e-35 0.42046578228473669 -0.10514980554580687 -1.3179637789726255 -0.24603730440139768 0.29065990447998052 0.14806406199932101 -0.06073410622775554
left_child=1 8 13 6 24 9 10 -8 11 -6 -4 17 20 21 -13 -5 -17 -1 29 -20 -10 26 -23 -14 28 -26 -2 -7 -3 -15
right_child=2 4 3 15 5 27 7 -9 12 -11 -12 14 23 18 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.015627108996713643 0.010011764322473096 0.010285937540295633 0.0011042051226344868 0.0077695275863360266 -0.0039563752404399698 0.012587535746654334 -0.016491261524239336 -0.0016014375661273458 -0.052484743142642322 -0.013463076927745224 0.010630190739160687 -0.022198935721523351 0.032097245977268173 0.0053346993693076999 -0.0031708647052534223 -0.0025697313972520416 0.0041912089149915002 -0.0015802981765829808 -0.0050877384243664184 0.0032170419835254489 -0.034154464820941123 0.010425538172100944 0.004146182561578832 -0.022169393229738158 -0.0068972506971123563 0.0031174058681982661 0.021160504799223625 0.0023143593188871066 -0.0026049551659859446 0.013248118596774827
leaf_weight=706.62849642336369 1695.1798132956028 1357.6479396224022 22119.44400395453 9058.0997189283371 5354.0205745846033 502.57249604165554 3443.41332693398 28575.544699564576 378.56097956001759 9394.6580249071121 2830.8374885469675 3353.4224067926407 39.384690582752228 6846.5060577392578 450.5475235581398 2849.8700607717037 11981.673747450113 1206.9037700891495 1873.7977236807346 9717.5366182327271 378.16402554512024 3701.8474023193121 4656.5451092123985 44.162606179714203 869.76754735410213 2701.3805476129055 574.92569993436337 3517.4675859808922 351.49104689061642 810.3966703414917
leaf_count=3146 6831 5508 90725 36759 22547 2066 14765 118409 2267 41435 11490 16400 167 27691 2013 11633 48676 5259 7608 39471 1916 15045 18948 203 3595 11155 2334 14468 1431 3280
internal_value=-0.000125787 -0.00781022 0.00199815 0.000806838 -0.00489523 -0.00709674 -0.000843112 -0.00320273 -0.0185002 -0.010012 0.00218502 -0.0155349 -0.0386774 0.00522235 -0.0199452 0.00474145 0.0028921 -0.0067675 0.00358415 0.00187453 -0.0433244 0.00818912 0.00692725 0.00341222 0.00293002 0.000678296 0.0128353 0.00359868 0.00763488 0.00617225
internal_weight=141342 30606.8 110736 80858.9 24049 18768.7 56969.2 32019 6557.77 14748.7 24950.3 5717.5 840.272 29876.7 3803.97 23889.6 14831.5 1913.53 19248.2 11591.3 756.725 10628.5 8358.39 83.5473 5280.29 3571.15 2270.11 4020.04 1709.14 7656.9
internal_count=587241 133576 453665 332457 102205 80516 235389 133174 31371 63982 102215 26818 4553 121208 18413 97068 60309 8405 78050 47079 4183 43158 33993 370 21689 14750 9165 16534 6939 30971

Tree=20
num_cat=0
split_feature=48 18 9 9 28 28 17 38 21 28 44 3 23 1 28 8 21 17 9 55 21 1 45 9 3 26 9 26 9 7
split_gain=581.231 283.614 160.675 184.48 138.198 115.774 146.033 101.928 101.545 91.8126 86.1222 62.7637 57.9473 55.8173 42.2915 37.7174 33.0166 27.0427 21.6202 18.7979 27.8799 17.8924 17.0202 15.8792 14.3706 12.2883 11.5795 11.4396 11.0648 20.1671
threshold=-0.72379013895988453 -0.020144676789641377 0.019179280847311023 -0.011607731226831673 -0.0094470065087079984 0.01327242609113455 -0.8667066991329192 1.0000000180025095e-35 -0.19430315494537351 0.001858749892562628 3.7910240888595585 -0.004409077111631631 0.0019811313832178716 -0.0026376470923423763 0.35472500324249273 0.033101268112659461 -0.20222809165716168 -0.56867787241935719 -0.030657990835607048 -0.43162561953067774 3.1571753025054936 0.010535633191466333 -0.066582679748535142 0.097250029444694533 0.0033828098094090824 1.0923967361450198 0.04428174905478955 0.90516361594200145 0.0058825844898819932 0.010783446021378042
left_child=1 9 3 18 7 10 14 21 -5 28 13 16 -8 -6 -7 -13 -11 -12 -3 27 -21 22 -2 24 -4 -25 -23 -9 -1 -30
right_child=4 2 23 8 5 6 12 19 -10 11 17 15 -14 -15 -16 -17 -18 -19 -20 20 -22 26 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.003233571181140382 0.01161418184085479 0.0055722671681212076 0.0052290085233697488 -0.013117811610666219 -2.0813553370233099e-05 -0.010692058025532488 0.0057244278902427465 0.021428499372918762 -0.0027518708887730148 -0.01977096257857551 0.001916020277937939 -0.037176233418357234 0.0010595476744957779 -0.0049114726438580043 -0.035219219859694013 -0.011430395689066579 0.012392376706666926 0.031150721218128154 -0.0019628823847960613 0.0069583108028412281 0.023411385550499927 -0.0074368358416389045 0.003845298123615659 0.012792147713260755 -0.0026483299699319976 -0.0026288960816767131 0.0020716509884402333 0.0089617513177421178 0.024613148373755268 -0.026731757030531617
leaf_weight=416.38718989491463 1011.9714792817831 2944.8329600989819 2314.1715311557055 12466.650426656008 15712.300758764148 940.71875037252903 17556.559115961194 1260.8876531422138 4468.8074346780777 832.77499912679195 161.11102782189846 1632.6020610332489 19637.937856763601 16818.938195034862 330.75896990299225 225.42586997151375 128.20378267765045 348.16421261429787 2410.4791313558817 1700.6808935701847 454.27155046164989 766.87039063870907 32747.774307742715 1056.0393373370171 1237.117105692625 216.80127327144146 1064.961998462677 321.56110875308514 34.26640260219574 119.47229859232903
leaf_count=1784 4092 12084 9592 55059 65017 4099 71649 5067 19222 4144 666 8800 80166 70036 1538 1050 596 1414 10169 6816 1895 3120 132862 4299 5197 885 4313 1291 143 512
internal_value=-5.07154e-05 -0.00726271 -0.0052514 -0.00736425 0.00193416 0.000389094 0.00258934 0.00474335 -0.0103825 -0.0233542 -0.00217244 -0.0277214 0.00326147 -0.00254933 -0.0170725 -0.0340526 -0.0154801 0.0219022 0.00218062 0.0140123 0.0104267 0.00377003 0.00407818 0.0045114 0.00248488 0.0101655 -0.00190894 0.0188952 -0.00176081 -0.0152876
internal_weight=141340 30504 27114.9 22290.8 110835 71506.5 38466 39329 16935.5 3389.13 33040.5 2819.01 37194.5 32531.2 1271.48 1858.03 960.979 509.275 5355.31 3737.4 2154.95 35591.6 33759.7 4824.13 3551.29 1272.84 1831.83 1582.45 570.126 153.739
internal_count=587577 133536 116507 96534 454041 294585 157452 159456 74281 17029 137133 14590 151815 135053 5637 9850 4740 2080 22253 15069 8711 144387 136954 19973 14789 5184 7433 6358 2439 655

Tree=21
num_cat=0
split_feature=48 7 7 13 48 48 0 34 16 8 7 16 7 1 7 17 0 7 14 46 5 0 23 25 45 23 46 14 55 8
split_gain=521.994 199.695 328.654 155.58 149.176 94.9476 72.9833 60.5653 57.6745 56.9468 54.0486 47.5017 58.1642 36.3839 34.522 26.49 26.5879 24.6267 24.5418 20.8982 20.6888 19.8041 24.9924 17.9682 15.9526 11.4304 10.1074 10.0247 8.08309 7.88549
threshold=-1.4875389337539671 0.0051615408156067142 0.040770240128040321 0.0078586940653622168 -0.72379013895988453 -2.2512876987457271 -0.0015730941086076198 1.5229323506355288 0.059037040919065482 0.067799687385559096 0.014900057110935451 -0.05880076810717582 -0.04316392354667186 -0.0087177520617842657 0.097593933343887343 -0.79383328557014454 -0.001028330181725323 0.032678209245204932 -0.62155407667160023 0.00036281273060012614 1.5364416837692263 -0.0015730941086076198 -0.0013715280219912527 -0.804416924715042 0.0041260472498834142 -0.0025928356917574997 -0.0087381601333618147 0.008640053682029249 0.85843178629875194 0.0014319699257612231
left_child=3 11 4 18 7 17 -6 -3 20 10 -7 12 24 -14 -10 16 -13 23 28 -17 -4 27 -23 -5 -2 -11 -19 -20 -1 -30
right_child=1 2 8 5 6 9 -8 -9 14 25 -12 15 13 -15 -16 19 -18 26 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.042376335728109178 0.0057902484357066283 -0.0089721109326627423 0.006707985870237439 -0.047329639411126556 0.00086032375110225295 -0.0049250277663378085 -0.0044558064199787251 -0.029826136808356701 -0.0013436563408898324 -0.017961294159383981 -0.021693950701819904 0.0060935573069414162 0.0019460150417268437 -0.0061019569758009092 0.0033769372083888821 0.0077267799498504115 -0.01123940203616575 -0.029201309727740005 0.00034381226361407716 0.0039747574854929052 -0.0044906462172584656 -0.013289533695707283 0.0038545065833606282 -0.031693975400033159 0.0019130070327067915 0.013699778302543344 0.0050369976112338436 -0.010638775018125369 -0.060796017890738997 0.01725941744012054
leaf_weight=48.897268936038017 9150.9185493290424 10918.048875287175 14080.22381721437 388.31604738533497 15727.526338860393 873.50654017925262 20982.893165722489 507.30955730378628 8959.9617322832346 46.955915883183479 2858.952886864543 618.51559068262577 3962.0872720628977 3860.896113038063 13544.947282388806 14057.160159826279 613.76117205619812 51.573365926742554 1727.761312931776 8171.3676976412535 598.67843379080296 1488.7166412323713 369.45362919569016 749.96422402560711 6194.4697871208191 256.62772424519062 71.79676179587841 347.4985381513834 5.3658888936042777 28.092279270291328
leaf_count=203 36986 47407 57310 2267 64592 3884 87769 2337 36828 194 14006 2552 16233 15941 55013 57149 2723 238 7308 33272 2451 6995 1611 4153 25124 1052 343 1497 22 117
internal_value=-4.82369e-05 0.000904614 -0.000792211 -0.0135478 -0.00401061 -0.0201869 -0.00217826 -0.00989807 0.00337412 -0.0157708 -0.0177695 0.00400938 0.00211441 -0.00202592 0.00149751 0.00588072 -0.00253949 -0.0343142 -0.00478923 0.00634751 0.00625125 -0.00545662 -0.00988084 -0.037028 0.00422512 0.00880269 -0.00927591 -0.0014952 0.0270865 0.00474119
internal_weight=141262 131949 85319.6 9313.48 48135.8 5297.69 36710.4 11425.4 37183.8 4036.04 3732.46 46629.2 23168.4 7822.98 22504.9 23460.8 1232.28 1261.65 4015.79 22228.5 14678.9 3933.43 1858.17 1138.28 15345.4 303.584 123.37 2075.26 82.3554 33.4582
internal_count=587577 543687 353707 43890 202105 26137 152361 49744 151602 19136 17890 189980 94284 32174 91841 95696 5275 7001 17753 90421 59761 17411 8606 6420 62110 1246 581 8805 342 139

Tree=22
num_cat=0
split_feature=18 28 6 28 6 28 6 38 13 0 6 28 8 13 6 31 55 21 23 16 17 22 17 6 25 6 28 35 50 45
split_gain=384.743 240.995 423.684 263.113 211.379 206.76 158.01 115.684 72.3237 43.9306 38.1137 34.0825 31.9236 27.3556 26.2915 21.6277 20.7824 20.1304 17.8917 17.5878 16.7482 13.3333 12.7579 12.3175 10.0038 9.77895 11.1737 7.99051 6.9516 6.41871
threshold=-0.020662431605160233 -0.0035241957521066065 6.0548003602889373e-05 0.0020204392494633798 0.49724406003952032 0.035648154094815261 6.0541216953424744e-05 1.0000000180025095e-35 0.0087414816953241842 -0.074551809579133974 6.0537413446581929e-05 0.01327242609113455 -0.072736360132694231 -0.94883093237876881 1.0939058661460879 0.92331615090370189 -0.43162561953067774 -0.19621699303388593 -0.0015696143382228909 -0.0250390600413084 0.79738134145736705 1.6656646132469179 1.4130014777183535 -1.6567240953445432 -0.63301044702529896 6.054261029930786e-05 -6.6705713834380717e-05 -1.4625703096389768 0.85879299044609081 -0.0012882880982942877
left_child=8 7 3 9 11 -6 -5 12 17 -3 18 -4 19 -14 21 16 -9 25 20 -2 -10 -12 24 -17 -19 26 -1 -27 -20 -24
right_child=1 2 4 6 5 -7 -8 15 10 -11 14 -13 13 -15 -16 23 -18 22 28 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0040339926895865911 0.0050179878422041439 0.01325394052658658 0.0020165039960789066 -0.022155401381027898 -0.0078500435221703149 0.0015725243312193094 -0.0085066703087741981 0.016818776581694304 -0.037752065629229087 -0.0024333068138204421 -0.016439409083177075 0.0058353485193235414 0.010875097464287083 0.0017651855268159846 -0.044859052511314543 0.055756572478636739 0.007862412779564891 0.055088037463531352 0.020870755574890834 0.013106408272790202 -0.013872619552108879 0.008982569793993889 0.041586454132586895 0.022612367648336011 0.014546509766235236 0.063693586132702595 -0.02618611668451112 0.0030573249743017466 -0.040630620250810989 -0.032439480980030272
leaf_weight=178.78987997770309 7341.9978384375572 669.95072187483311 14552.587204799056 5296.9732909053564 14350.979409962893 18630.090084388852 6671.2470512390137 1586.3224976509809 1089.4248042702675 8576.4052173793316 596.52016669511795 18448.334789991379 1183.3447970300913 37794.160730928183 106.91038973629475 44.02728570997715 2090.1360993981361 31.511548519134521 27.722963839769363 1072.5163975059986 112.8297471255064 81.645459488034248 5.0323867797851589 343.95788882672787 64.663560301065445 8.6916898190975171 142.38706117868423 58.364031061530113 8.3169267177581769 21.486381262540817
leaf_count=756 29552 2763 60399 24781 60647 76391 28874 6379 6471 35664 2771 75369 4802 154405 526 183 8437 132 137 4315 658 360 21 1406 270 38 683 254 41 92
internal_value=-4.59023e-05 0.000370491 -0.00151907 -0.00877209 0.000812923 -0.0025275 -0.0145474 0.00357249 -0.022827 -0.00129668 -0.0278355 0.00415133 0.00275324 0.00204176 -0.0176657 0.0131251 0.0117269 -0.0029925 -0.0342831 0.00604894 -0.035511 -0.0133788 0.0178396 0.0263735 0.0278298 -0.00957611 -0.0138547 0.0109169 0.00667808 -0.0183918
internal_weight=141187 138653 87196.6 21214.6 65982 32981.1 11968.2 51456.5 2534.3 9246.36 2023.37 33000.9 47392 38977.5 785.076 4064.44 3676.46 510.927 1238.29 8414.51 1202.25 678.166 122.694 387.985 96.1751 388.233 321.177 67.0557 36.0399 26.5188
internal_count=587577 574367 364888 92082 272806 137038 53655 209479 13210 38427 10964 135768 193074 159207 3657 16405 14816 2246 7307 33867 7129 3131 515 1589 402 1731 1439 292 178 113

Tree=23
num_cat=0
split_feature=18 9 9 28 6 28 6 20 32 9 6 29 13 6 55 23 6 33 6 28 20 33 28 15 46 34 24 24 17 17
split_gain=346.026 212.677 428.763 178.319 340.244 87.3791 67.0656 54.9667 48.0159 50.188 37.589 29.3811 41.2399 22.7601 22.1895 21.406 20.3791 20.2357 57.2007 32.8978 17.4015 16.7092 15.7084 13.3869 12.5778 8.67343 8.02984 7.55732 6.22999 6.79012
threshold=-0.020464387722313401 -0.021324904635548588 0.022498252801597122 0.0020204392494633798 6.0541937273228548e-05 0.001858749892562628 6.0534348449436954e-05 0.050628071650862701 0.073272716253995909 0.093192353844642653 1.0429674983024599 -0.096191000193357454 -0.13251094520092008 0.99501240253448497 1.0732293128967287 -0.0015696143382228909 6.0482174376375049e-05 -0.18776170164346692 0.272006705403328 0.035648154094815261 -0.018821377307176586 -0.21832937002182004 0.085729725658893599 0.015092810150235893 -0.0075201932340860358 -1.0687556862831114 1.0000000180025095e-35 0.66165438294410717 -0.55380511283874501 0.92029353976249706
left_child=5 11 3 7 -5 21 15 -3 13 -10 20 17 14 -4 -13 16 -7 19 -19 -2 -8 23 -14 24 -1 -12 -17 -25 -23 -30
right_child=1 2 8 4 -6 6 10 -9 9 -11 25 12 22 -15 -16 26 -18 18 -20 -21 -22 28 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.037218286598274426 0.0030310891485821581 -0.00098332720395804857 0.00601970440389235 -0.020634217666821095 -0.0044649696960081973 -0.050439104150302248 -0.0092534813861426118 0.011400768671896865 -0.0020074512601267504 0.0041304313406264025 -0.0019582392448659852 0.0037213638657804834 -0.0020719157504271481 -0.00047505073818865574 0.011403303041064544 -0.021024478002105804 -0.030838072417789877 0.012278710283616129 -5.1047354230351365e-05 0.0096021357778750677 -0.029041814466447297 -0.0054920581309491328 0.00402015661604763 -0.0082003951440436599 0.004358787501474972 -0.044391635791334011 0.035179925900175699 -0.04010393636393824 0.065604782585256857 -0.010320127816205187
leaf_weight=26.653672531247139 12162.065120264888 21980.625772684813 20448.850794404745 5351.5712793618441 29514.977009192109 228.30320133268833 1250.3987064361572 1322.6720777004957 8399.1094156503677 10353.909769609571 18.667529597878456 6570.1230940520763 6334.2622066438198 2068.2154654562473 1634.5461305528879 15.325120374560354 965.48617509007454 4235.7281214892864 1896.0803737789392 3391.8277549296618 176.53296013176441 8.3698812127113325 1919.9185431450605 67.958630740642548 509.21781142055988 164.77883657813072 20.937572702765465 41.708681553602219 23.569392547011379 4.9638125300407401
leaf_count=109 49563 90801 83257 25139 124743 1554 5644 5440 34618 42048 87 26687 25884 8491 6632 76 5693 17160 7862 13758 866 34 7796 284 2157 800 103 176 95 20
internal_value=-4.37446e-05 0.00042377 -0.00101292 -0.00427616 -0.00694674 -0.0183023 -0.0228569 -0.000280418 0.00358659 0.00138139 -0.0149336 0.00416911 0.00228955 0.00542315 0.00525177 -0.0332301 -0.0345866 0.00559565 0.0084661 0.00446403 -0.0117016 0.000654514 -0.000654903 -0.00155281 0.00229079 -0.0400736 0.0114272 -0.020334 0.0392669 0.0523964
internal_weight=141107 137584 99439.9 58169.8 34866.5 3522.87 2840.43 23303.3 41270.1 18753 1610.38 38144.6 16458.8 22517.1 8204.67 1230.05 1193.79 21685.7 6131.81 15553.9 1426.93 682.442 8254.18 645.539 535.871 183.446 36.2627 109.667 36.9031 28.5332
internal_count=587577 569879 414537 246123 149882 17698 14823 96241 168414 76666 7397 155342 66999 91748 33319 7426 7247 88343 25022 63321 6510 2875 33680 2726 2266 887 179 460 149 115

Tree=24
num_cat=0
split_feature=48 8 8 48 1 21 48 8 16 7 13 16 7 6 21 7 28 25 6 12 23 8 14 8 34 55 23 19 4 29
split_gain=384.176 154.609 229 146.095 125.18 93.2832 70.9571 46.9273 45.1744 43.4232 36.1091 33.5422 40.3886 29.398 28.9474 28.7599 27.2006 22.2164 20.9932 19.9548 16.6509 15.9349 15.1606 14.1744 15.0499 9.99303 8.41066 6.96843 7.59114 7.31892
threshold=-1.4875389337539671 0.0021074865944683556 0.039893422275781638 1.0000000180025095e-35 -0.0033751516602933402 -0.20624444633722303 -2.2512876987457271 0.067799687385559096 0.074977688491344466 0.014900057110935451 -0.94883093237876881 -0.05880076810717582 -0.04316392354667186 0.88988596200943004 2.2328716516494755 0.10982697084546091 -0.00096860883058980096 -1.5113387703895567 -1.1564854383468626 -0.24415712058544156 0.11360239237546922 -0.20750762522220609 -0.62155407667160023 -0.08085808157920836 0.18465101718902591 0.93637138605117809 -0.0029639140702784057 0.078965377062559142 -0.013562992215156553 1.3162586092948916
left_child=4 11 3 5 22 -3 17 9 19 -8 -5 12 20 21 -15 -10 -14 -6 -19 -4 -2 -13 27 25 -25 -24 -9 28 -1 -29
right_child=1 2 8 10 6 -7 7 26 15 -11 -12 13 16 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.026743439261076942 0.0034107870185961808 -0.0082497848040891508 0.0017921422233699766 0.014231086357476806 -0.045297111235491357 -0.00085301986439122591 -0.0042119939021426382 -0.012445624104008972 -0.0021831724896158814 -0.018025736360965178 -4.2735609267319806e-05 0.011004242212933481 0.0023968122505247393 0.0016368527678455405 -0.026407160908495982 0.0026104088375780658 -0.0055280113158388509 0.0069474455186347862 -0.027009882522896878 0.0059231982240660029 0.024597155266158206 0.0055951787275361573 0.0062852002212135912 -0.0067889656008909977 0.0024992217727991422 0.040753653522737812 0.013418699954105495 -0.056692471830568532 0.097636966258965396 0.018613143988472244
leaf_weight=52.681910201907158 14838.983029454947 19996.883209884167 5705.0619335621595 635.57472854852676 225.12992240488529 8440.0256566852331 1039.7078160494566 52.736294686794281 7332.68301256001 3326.788251683116 21037.36485414207 2144.7603014856577 2664.0097391158342 4064.3355496972799 132.29551135003567 10735.514536961913 3473.3598724603653 67.24041211605072 1102.3631949424744 14205.101548194885 130.26428623497486 16337.485229551792 175.26560859382153 1909.2672207355499 890.48700678348541 35.151301339268684 257.28305219113827 6.7143437862396267 5.840624287724494 13.576983407139776
leaf_count=217 59997 85797 23312 2602 1386 35508 4642 218 30186 16535 86718 8661 10851 16587 664 43551 14387 302 6239 57841 535 66490 712 8435 3900 143 1053 28 24 56
internal_value=-4.16822e-05 0.000769894 -0.000654391 -0.00327328 -0.0117254 -0.00605444 -0.0166451 -0.0131617 0.00280106 -0.0147365 0.000375855 0.00363529 0.00194257 0.00521065 0.000752787 0.000665012 -0.00208813 -0.0283246 -0.0250577 0.00473948 0.00359515 0.00622287 -0.00205604 -0.00272486 -0.00383477 0.0120433 0.00901901 0.0234884 0.0338187 -0.00630528
internal_weight=141034 131874 88088.2 50109.8 9160.23 28436.9 6071.25 4676.52 37978.4 4366.5 21672.9 43785.5 21106.6 22678.9 4196.63 18068.2 6137.37 1394.73 1169.6 19910.2 14969.2 18482.2 3088.98 3010.17 2799.75 210.417 310.019 78.8139 58.5225 20.2913
internal_count=587577 543687 365515 210625 43890 121305 30375 22448 154890 21177 89320 178172 85770 92402 17251 73737 25238 7927 6541 81153 60532 75151 13515 13190 12335 855 1271 325 241 84

Tree=25
num_cat=0
split_feature=48 34 47 8 9 9 11 0 7 12 47 9 24 8 1 22 14 26 24 16 24 8 3 17 28 12 46 7 16 27
split_gain=350.76 180.104 123.304 95.4782 94.7422 105.101 102.096 91.896 86.3704 73.1914 41.4601 32.8841 31.2368 28.0048 23.9271 20.5716 20.4646 16.9129 23.5519 16.8858 13.7799 13.708 12.6209 11.9478 22.476 10.6604 10.4151 10.2154 10.0896 7.80096
threshold=-0.72379013895988453 1.5559740066528323 -0.5827713906764983 -0.020395196042954918 -0.043812487274408334 0.042827455326914794 0.97536173462867748 -0.0015730941086076198 0.030544045381248001 -0.28232361376285547 0.76390226185321819 -0.011607731226831673 0.5656343698501588 0.20112089812755587 0.0032102515688166027 0.7830050289630891 0.022720663808286194 -1.1032025814056394 -1.4495823979377744 -0.0250390600413084 -0.81225693225860585 -0.20750762522220609 -0.20027834922075269 -0.74624139070510853 0.57238769531250011 -0.27652320265769953 -0.0040052880067378274 -2.0259752273559566 -0.020134413614869114 0.0053390597458928832
left_child=1 2 7 14 23 6 -6 15 16 -9 11 -4 -7 20 17 -1 -3 18 -2 21 -10 -16 -12 24 -5 -25 -18 -19 -21 -15
right_child=3 8 10 4 5 12 -8 9 13 -11 22 -13 -14 29 19 -17 26 27 -20 28 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003891817050856442 -0.0061660178033496197 -0.046485184053542454 0.0035189235301537089 0.00076857866049800634 -0.00064028679202325612 0.0057207096391150517 -0.0074984912746002344 -0.025374849903704137 0.064748029951254879 -0.0098567566203808087 0.088726474391314439 -0.0039941150424803859 0.00051972494317622576 0.019399806539819021 0.0028429551300467549 0.0053253296852612949 -0.010501503490772461 0.017213359075713267 0.0047954863010571339 0.019856093256692426 -0.012173597432073129 -0.0039274667272136184 0.0056373064650395623 -0.0082526844353805733 -0.032739252476756818 0.0050863089882973176 -0.032056839834976258 0.0058304101492648195 0.0042027776260803902 0.066617257287921616
leaf_weight=3046.2127228975296 997.70256915688515 366.77222768962383 2588.4899661689997 935.87608833611012 40521.404760330915 9492.5630736500025 9287.9416030496359 1205.0586360245943 8.2796537131071073 8669.9560773670673 6.3792518228292456 9364.945771753788 6972.2323935627937 50.642657324671745 1849.1176379621029 1165.3696160316467 90.479667708277702 278.59993474185467 2158.5182545334101 152.79543372988701 388.46036733686924 2381.9594649076462 2603.8965237885714 211.53243015706539 75.289328798651695 14842.972776085138 567.05790308117867 18387.405560746789 2315.9690751284361 16.037030965089798
leaf_count=12949 4040 2379 10734 3861 167642 38658 38611 6419 37 40062 26 39947 28382 207 7479 4871 477 1121 8735 619 1815 9689 10755 855 339 60257 2868 74407 9405 65
internal_value=-9.81845e-05 -0.00574211 -0.00470278 0.00143613 0.000417071 -0.000568291 -0.00191914 -0.00863836 -0.0257572 -0.0117504 -0.000896132 -0.00236718 0.00351828 -0.00462231 0.00437803 -0.00134138 -0.0353191 0.00532489 0.00133048 0.00129396 -0.0105683 -0.000968573 0.00584037 0.00448189 -0.00172635 0.00489888 -0.0290907 0.00600031 0.00517158 0.030756
internal_weight=141000 30138 28650.3 110862 82339.8 66274.1 49809.3 14086.6 1487.73 9875.01 14563.7 11953.4 16464.8 463.42 28522.1 4211.58 1024.31 21822.2 3156.22 6699.84 396.74 4231.08 2610.28 16065.7 1011.17 15054.5 657.538 18666 2468.76 66.6797
internal_count=587711 133611 125763 454100 338605 273293 206253 64301 7848 46481 61462 50681 67040 2124 115495 17820 5724 88303 12775 27192 1852 17168 10781 65312 4200 61112 3345 75528 10024 272

Tree=26
num_cat=0
split_feature=48 9 9 0 1 19 12 33 8 24 7 55 9 29 35 8 7 9 7 9 14 34 12 35 7 55 49 18 1 24
split_gain=315.731 153.597 245.921 129.317 111.885 95.821 67.8266 47.5923 39.9377 31.3908 27.7421 25.2026 24.2943 23.7209 21.629 20.6701 20.9987 18.294 18.2161 17.7061 16.8928 16.0472 14.4984 11.7525 10.5158 10.4255 10.3071 16.5186 9.27411 7.64675
threshold=-1.4875389337539671 -0.021324904635548588 0.034104272723197944 -0.0015730941086076198 -0.0026376470923423763 -0.022847961634397503 -0.26547804474830622 0.3683928400278092 0.067799687385559096 0.61349123716354381 1.0000000180025095e-35 1.170742988586426 0.3721353560686112 -0.15126477181911466 -1.4077005386352537 0.020712325349450115 0.028415980748832229 -0.1277402117848396 0.042344035580754287 0.097250029444694533 0.0048368582502007493 -0.26548431813716883 -0.23091030120849607 0.72772762179374706 0.011204333510249855 0.79035103321075451 2.2603604793548588 -0.019196091219782826 -0.019880149513483044 1.3940727710723879
left_child=4 11 3 7 18 -5 15 -3 10 12 -8 13 -4 22 28 -6 -17 -15 20 -11 24 -16 -2 -22 -1 -10 29 -28 -13 -20
right_child=1 2 9 5 6 -7 8 -9 25 19 -12 14 -14 17 21 16 -18 -19 26 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033908964149302651 0.0029328382369723169 -0.00050937263512615882 0.0038301259340363992 -0.019734922873987162 -0.013547321501826033 -0.0045405601139993212 0.00025640166870503515 0.0079476028246962711 0.013702290737441289 -0.0022340481423807983 -0.015401259555814712 0.0057630145823850355 0.0094423809789688506 0.0038825330824445062 0.010355999746430677 -0.033594260395674015 -0.012446673776506302 0.00015172733311615653 0.022481719328374686 0.0027238017750540492 -0.019074987074362428 0.0014323363402270969 0.0067368463496038948 -0.0036926500179651793 -0.0044671776058921846 -0.011577971842830022 0.0748661756917086 -0.019702404560761382 -0.011699305414098072 -0.0084475043727583517
leaf_weight=985.44401432573795 6330.2719603329897 22004.936907991767 20524.439206659794 1509.0536664128304 336.85331493616104 33918.056905969977 445.84908437728882 2588.9091100394726 251.03105053305626 4289.2838939577341 3380.8683003857732 174.28869274258614 3089.024210870266 8262.3526641577482 3941.0241796821356 991.18693421781063 195.72056894004345 10252.183910012245 189.45232897996902 6036.2612188309431 363.45099358260632 853.37945887446404 7767.0093542486429 329.77421101927757 1487.8315467536449 73.386228963732719 7.2536644339561454 56.595941513776779 269.69105906784534 32.615913853049278
leaf_count=4147 25818 90704 83489 6738 1757 143588 1899 10530 1029 17581 17026 704 12479 33416 16010 5869 1039 41880 793 24482 1701 3477 31572 1503 6676 301 31 237 1097 138
internal_value=-9.2806e-05 0.000642036 -0.000636261 -0.002906 -0.0107049 -0.00518778 -0.0157999 0.000380864 -0.011892 0.00337777 -0.013577 0.0038153 0.0045643 0.00320513 0.00761395 -0.0264462 -0.030107 0.00181665 -0.00232989 0.000664286 -0.00361769 0.00876763 0.00502869 -0.0117575 -0.00133623 0.00798366 0.0119323 -0.0089589 -0.0048443 0.017939
internal_weight=140937 131810 93960 60021 9127.31 35427.1 5674.9 24593.8 4151.13 33939 3826.72 37850.2 23613.5 32611.8 5238.38 1523.76 1186.91 18514.5 3452.42 10325.5 3166.5 4794.4 14097.3 693.225 2473.28 324.417 285.918 63.8496 443.98 222.068
internal_count=587711 543565 389591 251560 44146 150326 28920 101234 20255 138031 18925 153974 95968 132686 21288 8665 6908 75296 15226 42063 14027 19487 57390 3204 10823 1330 1199 268 1801 931

Tree=27
num_cat=0
split_feature=48 12 8 8 13 17 2 9 9 45 13 16 25 13 16 11 8 51 7 7 9 16 8 29 23 8 43 0 9 2
split_gain=283.527 116.708 108.127 119.54 92.1313 83.8041 72.3935 63.4504 90.433 58.7138 54.3867 34.3522 33.5446 23.9919 28.0337 23.2003 22.9927 21.4963 20.5481 18.7335 15.2873 14.6972 14.5149 14.4642 12.8089 12.7247 12.5694 11.9214 11.6052 10.1999
threshold=-1.1056645214557645 -0.26387116312980646 -0.00074389882502146054 0.057788373902440078 0.009677451569586994 -0.58313077688217152 -0.0032923403196036811 0.017421423457562927 -0.0046120614279061547 -0.076726187020540224 0.0078586940653622168 0.059037040919065482 -1.0468457937240598 0.022074085660278801 -0.035270389169454568 -0.20829007774591443 0.039893422275781638 -0.03503147326409816 0.24059391766786578 -0.36339356005191797 0.268416777253151 -0.0079680401831865293 -0.055962797254323952 -0.23468262702226636 -0.0061755697242915622 0.32703040540218359 2.1172937154769902 -0.0082371663302183134 -0.024044124409556385 -0.010711291339248417
left_child=1 6 13 4 9 -6 17 8 28 -4 -10 20 15 21 19 -8 -14 24 -13 -15 -5 22 -2 -16 -1 27 -23 -9 -3 -27
right_child=2 7 3 11 5 -7 12 25 10 -11 -12 18 16 14 23 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.032685919681686978 0.0055015958989428314 0.0051019415686083388 0.016227421400095372 0.0050324826600451622 -0.0097217240610787108 -0.002354601236337666 -0.014442839179507245 0.012142965636818649 -0.0046150860317117522 5.7513471001561385e-05 -0.014375885656111149 -0.000321603263434539 -0.020548063402101784 0.0048178365681464776 -0.0044065581329541864 -0.040900901717764372 0.011119290545840488 0.062889205080643842 0.0039431733237224936 -0.0022621004462864865 0.0155440127861466 0.0070796664054976121 0.0023491084599698182 0.0046677995734264975 -0.0051063056942388923 -0.033542111380844529 0.018393093445123375 0.0007500088012535013 -0.0016310987464074837 0.022451945096561135
leaf_weight=61.788017213344574 11846.464909076691 1513.5805065184832 804.75305852293968 9977.0068147331476 7251.8757372945547 20767.031434848905 149.86185868084431 398.13038937747478 3583.5729948282242 27263.397211402655 4460.5438178852201 10723.715626209974 1383.8444807603955 1636.5916492491961 660.12308986485004 501.2100033685565 84.697146624326706 15.73473374545574 6209.9826933592558 6343.7182921618223 506.04702985286713 1992.1479259878397 8906.3409055024385 8294.2395489960909 1142.9926829785109 12.088234677910803 412.65644159913063 1623.1639441847801 2166.8484876155853 179.22573690116405
leaf_count=264 47773 6250 3311 40417 30685 86823 794 1641 15949 113078 21676 43675 7357 6616 2705 2892 376 67 25120 25874 2044 8087 36223 33798 5363 49 1690 6874 9513 727
internal_value=-8.77062e-05 -0.00716716 0.000901918 -0.000307272 -0.00186802 -0.00426137 -0.0170725 -0.00479327 -0.00652263 0.000521127 -0.0100275 0.00288559 -0.0236637 0.00342041 0.00173264 -0.0348109 -0.0187217 -0.00562592 0.00124239 -0.000810156 0.0055399 0.00465463 0.00414866 0.00399883 -0.00652075 0.00437058 0.00902101 0.00299406 0.00113787 0.0189139
internal_weight=140873 17277.3 123596 83503.8 56087.1 28018.9 3340.13 13937.2 11724.5 28068.2 8044.12 27416.8 2119.61 40092.3 16934.7 651.072 1468.54 1220.52 16933.7 7980.31 10483.1 23157.6 20752.8 8954.36 1204.78 2212.61 2404.8 2021.29 3680.43 191.314
internal_count=587711 79792 507919 345153 233897 117508 17113 62679 53388 116389 37625 111256 11419 162766 68993 3686 7733 5694 68795 32490 42461 93773 83996 36503 5627 9291 9777 8515 15763 776

Tree=28
num_cat=0
split_feature=48 34 22 47 6 17 28 21 6 17 6 9 9 9 34 46 8 17 8 0 28 5 8 8 0 51 26 25 17 25
split_gain=256.826 149.215 102.105 90.9892 90.5051 77.3994 72.8971 79.3636 82.3818 70.515 66.1064 62.4958 57.4366 49.6479 54.518 41.8811 33.7116 30.2739 24.4933 23.0149 18.7997 17.9358 16.4766 16.4228 16.3694 16.1125 15.6174 10.625 9.84216 6.9886
threshold=-0.72379013895988453 1.5559740066528323 -0.5001116394996642 -0.5827713906764983 0.94946593046188366 -0.48421250283718104 -0.2991290539503097 0.26814436912536627 0.64674586057662975 -0.9409729242324828 6.0526574088726199e-05 0.019179280847311023 -0.072454351931810365 0.093192353844642653 1.3106893897056582 -0.0033302765805274244 -0.00074389882502146054 -0.79383328557014454 -0.030340621247887608 -0.086385946720838533 0.0068674422800540933 1.5691820383071902 -0.49987518787384028 0.032694483175873763 -0.0033545338083058591 -0.30614803731441492 -1.0507629513740537 -1.8839040994644163 1.1528858542442324 0.62568670511245739
left_child=1 2 3 11 19 6 9 16 -9 22 23 -1 24 14 -14 20 -8 -6 -5 -4 -12 -15 -2 28 25 -7 -11 -26 -3 -25
right_child=5 10 4 18 17 12 7 8 -10 26 15 -13 13 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 27 -27 -28 -29 -30 -31
leaf_value=-0.011333801837763294 -0.016312674608766769 -0.044202030958352345 0.038716599914942515 0.0043936130593251327 -0.05804917668431122 -0.028472671518081513 0.0019001969420730399 -0.005464089448373179 -0.032219637303017593 -0.012367195502407474 -0.01041394484360313 0.0034919522924076025 0.001463105470995916 0.0060349168599400241 -0.0046174506061893977 -0.024732515766095003 -0.0021194578657840859 -0.0099319932411826104 -0.0033714086820503305 0.004743175433820853 0.015683819714141168 -9.0336804066324479e-05 0.043690356318770607 0.019093989274515791 -0.0070526262201056978 0.0039756290375848966 0.0080342435311751472 0.0082263837157880229 -0.010714467357845881 -0.047158235581018816
leaf_weight=9784.2209892421961 17.075848802924156 483.20204367488623 70.237277701497078 1694.19793574512 47.110855475068092 53.727946102619171 10604.821986451745 1419.6289396435022 558.07730361819267 145.53839367628098 221.07143592834473 1101.1260177493095 42749.888106912374 9816.7885121256113 5833.2057603895664 510.35072006285191 23046.371979176998 1345.2575769275427 8551.6350019723177 5907.7376472055912 169.94659718871117 2003.7505361437798 237.47562199831009 22.610022053122524 162.27277755737305 6249.9225144833326 1273.7828192263842 6692.405895486474 32.613130584359169 7.3420906811952582
leaf_count=46236 76 3188 289 6890 223 216 43012 5890 2643 584 1069 4635 175487 39647 24129 2488 95220 5887 36633 24970 721 8114 1042 129 656 25165 5110 27109 212 41
internal_value=-8.28765e-05 -0.00493082 -0.00399241 -0.00607797 0.00198701 0.00122673 -0.000962442 -0.00152777 -0.0130141 0.0110706 -0.0234128 -0.00983408 0.00233685 0.00156738 0.000733034 -0.0136005 -0.000852706 -0.01156 -0.00208742 0.00514234 0.000928822 0.0049966 0.0396652 -0.0396185 0.00586909 0.00369906 0.00594226 0.00786468 -0.0420847 0.00285374
internal_weight=140813 29948.7 28501.5 21131.2 7370.34 110865 37302.8 35628.9 1977.71 1673.87 1447.14 10885.3 73562 60403.6 48583.1 901.369 33651.2 1392.37 10245.8 5977.97 391.018 11820.5 254.551 545.767 13158.3 6303.65 1419.32 6854.68 515.815 29.9521
internal_count=587711 133611 125763 94394 31369 454100 153577 146765 8533 6812 7848 50871 300523 247377 199616 4278 138232 6110 43523 25259 1790 47761 1118 3570 53146 25381 5694 27765 3400 170

Tree=29
num_cat=0
split_feature=48 28 6 0 17 6 6 14 6 7 38 31 16 7 6 0 28 6 19 26 53 7 21 6 45 24 17 26 6 28
split_gain=229.997 129.741 200.607 170.047 145.331 113.69 81.3518 78.1228 66.1351 62.2582 61.152 34.9084 30.0312 27.037 23.2779 26.4258 19.2373 16.4332 15.9753 15.9388 14.2493 12.5574 12.0259 11.0036 10.6306 10.4572 10.2145 8.74584 8.20987 6.98687
threshold=-1.8694132566452024 -0.0035241957521066065 6.0547223256435252e-05 -0.0015730941086076198 -0.8667066991329192 0.4528979361057282 6.0541937273228548e-05 0.0074464594945311555 0.4528979361057282 0.028736166656017307 1.0000000180025095e-35 -1.133534789085388 -0.31276999413967127 0.019504208117723468 -0.21107201278209684 -0.053544985130429261 0.0073975927662104377 -1.2222816944122312 -0.010324541945010422 0.83643594384193432 -0.057219531387090676 0.04009512439370156 -0.18645752966403958 0.31026279926300054 -0.0029436425538733597 0.3879868090152741 0.82732996344566356 -0.093511041253805147 -0.74429857730865467 -0.031379701569676392
left_child=7 10 3 12 8 -6 -5 21 -4 13 14 19 -3 28 15 -2 26 -15 -16 -12 -13 22 24 -18 -1 27 -11 -23 -9 -24
right_child=1 2 4 6 5 -7 -8 9 -10 16 11 20 -14 17 18 -17 23 -19 -20 -21 -22 25 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083410230019769925 0.0075404692912294799 0.0078209771401285249 -0.0035841444566416677 -0.017472536889635144 0.0034987137726292532 -0.0014527320283475224 -0.006660971782066533 -0.044874072558111724 -0.026610492957920336 -0.014422278085164808 0.0049778904465953054 0.014795019930401988 -0.002012487784694479 -0.0067038200730561584 0.0071878770743803539 0.0011354388968213564 0.031768499539894114 -0.03145048712778143 0.0016030343721260005 -0.011055174841169021 0.0037314148983205596 0.12431314158286826 -0.011363222492375424 0.0017469457265073343 -0.01143233342462115 -0.0083448209518527019 0.015020754906981593 0.034682252593896706 -0.011306853985657393 0.0079489327700608837
leaf_weight=514.05174435675144 2386.8089493662119 1251.517629057169 787.18712964653969 4676.9210774302483 30992.945100337267 33688.34428447485 5026.3343402445316 26.928332462906837 968.27947652339935 360.03633607178926 801.49874402582645 2474.3279769718647 7939.0734139978886 100.58651128411293 4744.7231681495905 37030.560598626733 63.074406385421753 1309.2002572119236 2856.1707626879215 295.38179974257946 484.59595215320587 4.5819536149501827 82.162006407976151 130.27528612315655 917.44802132248878 17.743413597345352 46.289819315075874 21.913262754678726 436.46897193044424 316.09432031214237
leaf_count=2374 9661 5151 3316 22432 127453 139547 21970 122 4493 1833 3226 10039 33044 463 19246 150808 266 8016 11563 1187 1961 20 340 591 4549 77 224 93 2229 1417
internal_value=-7.83525e-05 0.000347402 -0.00106034 -0.00642469 0.000465217 0.000919823 -0.0118721 -0.0134386 -0.016285 -0.0203241 0.00269935 0.00965042 -0.000673428 -0.025621 0.00209975 0.00152328 -0.0037785 -0.0296848 0.00508927 0.000660305 0.0129831 -0.00435264 -0.00510361 0.0115406 -0.00762651 0.0267082 -0.011068 0.0501826 -0.0132575 0.00396475
internal_weight=140752 136405 85330.6 18893.8 66436.8 64681.3 9703.26 4346.85 1755.47 2472.86 51074.1 4055.8 9190.59 1873.18 47018.3 39417.4 599.676 1409.79 7600.89 1096.88 2958.92 1873.99 1829.76 193.35 1431.5 44.2386 406.326 26.4952 463.397 398.256
internal_count=587711 565097 357406 82597 274809 267000 44402 22614 7809 13744 207691 16413 38195 10830 191278 160469 2914 8479 30809 4413 12000 8870 8680 857 6923 190 2057 113 2351 1757

Tree=30
num_cat=0
split_feature=48 22 9 9 1 6 17 28 14 9 53 0 34 50 46 21 9 23 28 23 34 17 11 17 33 25 4 28 25 25
split_gain=215.563 127.11 111.378 188.678 89.0739 87.7859 141.645 84.6228 68.5387 66.7457 43.9449 31.0539 24.1125 20.4421 19.5774 19.4061 18.5039 17.8937 15.3964 14.2886 13.5689 12.2867 11.4314 11.0302 10.8774 10.8496 10.7392 11.561 10.4437 9.47211
threshold=-1.8694132566452024 -0.58593228459358204 0.047277063131332404 -0.018107550218701359 -0.0026376470923423763 0.64674586057662975 -0.80106624960899342 0.035648154094815261 0.0074464594945311555 0.011132972780615093 0.77570027112960827 -0.086385946720838533 1.468370318412781 0.86871761083602916 0.0045532917138189086 -0.019462682306766507 0.268416777253151 0.0034858100116252904 -6.6705713834380717e-05 0.16060598939657214 1.2543979883193972 0.57376399636268627 0.45317099988460546 3.8333438634872441 -0.21336489915847776 -0.33773370087146753 0.03476646542549134 0.068089891225099577 1.9377453327178957 -0.95030537247657765
left_child=8 2 3 13 -5 11 10 -8 17 12 -7 23 20 -2 16 -13 -4 26 29 -16 -10 24 -14 -3 -19 -23 27 -1 -20 -11
right_child=1 5 14 4 -6 6 7 -9 9 18 -12 15 22 -15 19 -17 -18 21 28 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0068499400719941985 0.00095111683482114755 0.016096872223497701 0.0040145054690764789 -0.0011712788020017627 -0.0063938369300440192 -0.038349429333429379 -0.0093882700700876065 0.0030204479710097942 -0.021514758911487606 -0.075004049690682278 0.01761636160103619 0.005449869177123777 -0.053208410848393103 0.0044215475199782832 0.0012725176802713225 0.0026134390175214461 0.010995822920729793 -0.011307003815325768 0.011443069022137865 0.022285771775939659 0.0045372230032945842 0.0041118835980336072 -0.030691401631632868 0.052232907316711853 0.026855159093421288 0.07887842576528338 0.043477969176392024 0.055951156334683165 -0.043334051017743874 -0.012523403326799486
leaf_weight=1691.3038612008095 17538.195526108146 542.3372146487236 6803.9173980802298 20087.940618231893 26188.748106263578 448.54193833470345 2577.8210449963808 7419.1003751158714 1543.2954979687929 9.6529110521078092 54.806658655405045 19227.359291180968 102.08172231167555 8909.8766975849867 9882.3039716780186 14905.839366838336 1640.1584507226944 54.140650182962418 291.52825980633497 113.94257855415344 72.879938036203384 10.865767762064936 339.5208436101675 31.089663356542587 50.020260363817215 17.863413423299789 15.116937831044195 10.265786707401274 12.641422875225542 67.561904832720757
leaf_count=8058 71446 2194 27608 84292 112644 2214 10975 30303 8551 42 271 78393 800 36240 40135 61196 6610 247 1370 465 357 50 2244 126 228 81 67 43 64 290
internal_value=4.23517e-05 0.000451947 -0.000816485 -0.00185492 -0.00412681 0.00300989 -0.00171692 -0.000179283 -0.0129818 -0.0194767 -0.0322556 0.00443996 -0.0236784 0.00212024 0.0032789 0.00421121 0.00537054 -0.0044166 0.00319379 0.00151204 -0.02034 0.016441 -0.0358965 0.0180561 0.00701927 0.0506007 -0.00603121 -0.00647105 0.00916651 -0.0203343
internal_weight=140661 136372 91165.1 72724.8 46276.7 45206.9 10500.3 9996.92 4288.74 2439.16 503.349 34706.6 2057.78 26448.1 18440.3 34133.2 8444.08 1849.58 381.384 9996.25 1616.18 132.89 441.603 573.427 104.161 28.7292 1716.69 1701.57 304.17 77.2148
internal_count=587604 565112 379440 304622 196936 185672 43763 41278 22492 13718 2485 141909 11952 107686 74818 139589 34218 8774 1766 40600 8908 606 3044 2320 475 131 8168 8101 1434 332

Tree=31
num_cat=0
split_feature=12 22 48 1 6 17 28 8 8 37 53 9 3 13 25 23 55 5 18 4 25 28 21 31 49 11 33 55 46 26
split_gain=198.069 123.137 115.978 76.0745 73.2388 124.309 72.981 72.4188 58.8291 53.0358 45.7936 40.1128 31.3789 24.6406 23.27 20.4962 19.9676 19.1954 18.3402 13.6358 12.5486 11.1779 10.5918 10.4426 9.89134 10.5372 9.07001 6.47852 6.44341 4.68135
threshold=-0.28232361376285547 -0.58593228459358204 -0.72379013895988453 -0.0026376470923423763 0.64674586057662975 -0.9409729242324828 0.035648154094815261 -0.032160466536879533 0.029884651303291324 0.86210712790489208 0.77570027112960827 0.047277063131332404 -0.004409077111631631 -0.74048772454261769 -0.69580602645874012 -0.0062850043177604667 0.10899014398455621 0.9137047827243806 -0.012304870411753653 -0.0051579053979367009 1.4652488827705386 0.077588375657796874 4.1274077892303476 2.0046300888061528 -0.84080147743225087 -1.4464732408523557 -0.39117479324340815 -1.7725163102149961 -0.0033302765805274244 1.9671466350555422
left_child=3 2 7 15 13 10 -7 20 -9 11 -6 -4 24 22 16 26 -14 -16 -15 23 -2 -11 -3 -17 28 -26 29 -21 -5 -1
right_child=1 4 9 12 5 6 -8 8 -10 21 -12 -13 14 18 17 19 -18 -19 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.038510343247436039 0.0035265459177568756 0.010746956444290941 -0.00077153121300655889 -0.032834280899572507 -0.039457987652604117 -0.0085231826864801338 0.0029470846656211827 -0.0083127992025474832 -0.00099557782263468789 0.012332049648420679 0.018529774800136366 0.0025788772147890839 -0.020923835306008012 0.0049489355309551104 -0.012282324208560874 0.0032656168276714351 -0.040090205566372064 -0.030156640330452181 0.002034289758698812 0.054118523834270862 0.019264794184776574 0.0025953580344975596 0.028130150884853426 -0.080530607738113019 0.10496402970757709 -0.0051263444445875791 -0.072368078886757004 -0.009732731083629478 -0.0039333289570603674 -0.043933418569019382
leaf_weight=4.754651144146921 2260.9360193610191 946.08537186682224 53065.212887361646 81.184487268328667 381.42608454823494 2614.6120788902044 7384.5014722049236 12401.087223932147 5530.4701102823019 1484.2127091735601 54.134505614638329 16247.867189541459 342.49911186099052 22138.090411521494 679.14402607828379 894.49660502374172 422.77385682612658 302.20686902105808 11377.324141800404 5.5892236232757559 191.27467548847198 567.31491339206696 140.08095479011536 5.2069473564624777 3.0455903112888327 480.76518857479095 20.889677837491035 535.33283260464668 40.125298067927361 4.836059644818306
leaf_count=20 9221 3835 218477 451 1948 11207 30160 57290 23895 5987 266 65874 1820 90597 3431 3882 2363 1655 46532 25 781 2304 565 23 14 2261 89 2387 223 21
internal_value=3.95251e-05 0.000409721 -0.000830533 -0.0132064 0.00293638 -0.00139624 -5.22112e-05 -0.00475553 -0.00605601 0.000290558 -0.0322509 1.38471e-05 -0.0197891 0.00424295 -0.0238005 -0.00268309 -0.0315123 -0.0177867 0.00395951 -0.00167011 0.00475414 0.00963953 0.0129888 0.00278065 -0.00821051 -0.00443333 -0.0505606 -0.00907297 -0.0232748 -0.00306144
internal_weight=140607 136785 91748.4 3822.85 45036.3 10434.7 9999.11 20383.8 17931.6 71364.6 435.561 69313.1 2351.74 34601.6 1746.62 1471.11 765.273 981.351 33515.4 1440.63 2452.21 2051.53 1086.17 899.704 605.121 483.811 30.4804 540.922 121.31 9.59071
internal_count=587604 568939 383829 18665 185110 43581 41367 91187 81185 292642 2214 284351 12218 141529 9269 6447 4183 5086 137129 6317 10002 8291 4400 3905 2949 2275 130 2412 674 41

Tree=32
num_cat=0
split_feature=48 28 17 28 44 14 6 9 20 21 17 28 34 11 33 23 23 11 4 34 11 24 17 6 28 37 6 28 25 25
split_gain=178.994 107.284 109.197 85.1847 154.444 60.03 59.771 58.714 50.5316 35.428 33.9293 27.5849 22.5056 19.4297 17.6281 15.6842 13.9981 12.2564 22.5476 12.0207 11.0781 10.663 10.5619 10.3245 10.2282 10.0862 9.61476 9.54614 9.19795 7.77206
threshold=-1.8694132566452024 -0.031506778672337525 -0.67383038997650135 0.01327242609113455 3.7910240888595585 0.0074464594945311555 0.64674586057662975 0.011132972780615093 0.032806342467665679 3.1571753025054936 -0.89923131465911854 -1.0695331096649168 1.468370318412781 -1.5563992261886594 2.5053989887237553 0.0034858100116252904 -0.013019766192883251 -1.3797503113746641 -0.011486613657325504 1.2543979883193972 0.45317099988460546 0.85144859552383434 0.57376399636268627 -0.184889942407608 0.068089891225099577 7.1773972511291513 -1.1260314583778379 0.0062589256558567294 -0.33773370087146753 0.26563963294029241
left_child=5 9 8 4 -4 15 -5 12 10 17 -3 26 19 -10 -13 23 -9 18 -2 -7 -14 -18 27 29 -25 -19 -11 -17 -24 -1
right_child=1 2 3 6 -6 7 -8 16 13 11 -12 14 20 -15 -16 22 21 25 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0054708647356213292 0.0034433199635434115 -0.013938201223700378 -0.0016159228721497388 0.0046497458111302405 0.022355213517919706 -0.019953745884085702 -7.8188740272635134e-06 -0.039110075642235911 0.039914554503908503 0.064607098583452136 -0.0049888518592033698 0.024806991534521414 -0.051603178762114482 0.003681527069953611 0.0031587202181574668 0.026951226121721395 0.015354135918498957 0.0037725709673277997 -0.0052494361348788448 0.0045838373830758587 -0.028931352448674199 -0.0051952387398317345 0.004002063299363777 -0.009618971207867635 0.048598577549861105 0.020538132263975141 0.029124981398874938 -0.0090149106557463783 0.072527681069801286 -0.0077226169907737416
leaf_weight=404.04362474381924 3124.4003397226334 1664.5133318677545 52078.668285913765 20406.756305456161 952.73523776233196 1517.6822898834944 18096.970697984099 25.423905596137047 53.219461053609848 46.605171501636505 12929.970911905169 217.84888641536236 97.050691179931164 1611.6449082791805 328.20149800181389 45.882490620017052 197.43969258666039 23060.522985994816 1555.9797024130821 72.832725539803505 330.54245692491531 158.4324910864234 10.871170669794084 1041.8630237132311 10.611936673521994 125.58973026275635 61.883042529225349 58.368232592940331 18.290462806820869 252.59003865718842
leaf_count=1738 12557 7548 219205 83156 3863 8551 74508 112 218 213 54910 900 800 6718 1356 212 902 92900 6271 357 2244 752 50 5306 44 505 284 263 81 1080
internal_value=3.69159e-05 0.000408326 -0.000443068 0.000348371 -0.00118527 -0.0118984 0.00246066 -0.0180489 -0.00489863 0.00362614 -0.00600953 0.0171942 -0.0220606 0.00483976 0.0117954 -0.00388904 0.00318411 0.00330745 0.000553437 -0.0188301 -0.0340772 0.00620566 0.0155943 -0.0054099 -0.00903197 0.00386338 0.0443677 0.00681439 0.046982 0.000395673
internal_weight=140557 136316 107794 91535.1 53031.4 4241.93 38503.7 2399.4 16259.3 28521 14594.5 654.539 2018.11 1664.86 546.05 1842.52 381.296 27866.5 4680.38 1590.52 427.593 355.872 133.412 1709.11 1052.47 23186.1 108.488 104.251 29.1616 656.634
internal_count=587604 565112 450126 380732 223068 22492 157664 13718 69394 114986 62458 2753 11952 6936 2256 8774 1766 112233 18828 8908 3044 1654 606 8168 5350 93405 497 475 131 2818

Tree=33
num_cat=0
split_feature=12 9 9 34 21 1 48 5 2 9 9 24 8 23 29 13 55 31 55 2 4 34 6 55 49 31 19 0 31 28
split_gain=167.86 105.723 167.475 111.766 81.3784 66.7335 36.2258 33.5073 29.4549 21.5664 23.3517 20.8158 20.4668 18.4384 16.8082 22.4691 20.2192 15.7529 14.4274 12.1175 11.9837 11.2776 10.5744 10.1542 10.0191 9.48725 7.4915 7.47182 7.53197 5.91723
threshold=-0.28232361376285547 -0.043812487274408334 0.022498252801597122 1.5559740066528323 -0.20222809165716168 -0.0026376470923423763 1.1855819523334505 1.6397970318794253 -0.0032923403196036811 -0.0018004594021476803 0.0037895708810538058 -2.1505675315856929 0.43882393836975103 -0.0062850043177604667 -0.15981440246105191 -0.13668487966060636 1.4406796693801882 -1.4008303880691526 -1.1565124988555906 -0.010176037438213823 -0.0051579053979367009 1.5684004426002505 -1.4801987409591673 -1.2447219491004942 0.82905498147010814 2.0046300888061528 -0.022601578384637829 -0.0068628564476966849 -0.26634259521961207 0.0010656728409230711
left_child=5 14 3 4 -3 13 -5 11 22 23 -11 -4 -9 27 17 16 -16 18 -2 -17 25 -19 26 -10 -24 -15 -7 28 -1 -22
right_child=1 2 7 6 -6 8 -8 12 9 10 -12 -13 -14 20 15 19 -18 21 -20 -21 29 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.04171589293783641 0.018986269032436425 -0.0033532097528525427 -0.0089441811724032521 -0.019339330993942128 0.0010682655356862025 0.0134675783483479 0.016140459728433611 -0.003635840506236868 0.035985987183135539 -0.031982802814111012 -0.01788941937728394 0.0032848933967787254 0.0065237532783133977 0.003211275426682602 0.0038114196979159632 -0.0019183647931386198 0.013409248119152182 0.0064128234597772464 -0.0017234410433308856 0.0022941599781125944 -0.001814465466779688 0.078091665765873258 -0.0081951159300473735 -0.0081163480639544032 0.038639166588640063 -0.07769948307534516 0.099361450857494246 -0.072405922336548537 -0.051977512371978937 -0.014202759484082573
leaf_weight=5.1532674580812454 127.70582073926926 43802.868860088289 491.16416263580322 1611.5306585878134 21653.498307898641 10.256528615951536 106.81504309177399 4266.5318038761616 20.051207341253757 711.22237470000982 963.9057344570756 35805.860526621342 823.46032796800137 894.34607215225697 7099.4233774244785 3914.3824164867401 856.19340404868126 8691.3758469820023 1409.5353754162788 6052.3224803507328 253.54201903939247 7.6474880576133719 399.77570141851902 194.00405517965555 16.558840036392212 5.0732762068510047 5.3933615982532492 17.858780637383461 7.1041003316640872 285.17354473471642
leaf_count=22 517 187318 1992 8028 90247 46 446 17454 92 4365 4765 145971 3327 3882 28690 15894 3452 35296 5704 24572 1069 31 1914 923 90 23 23 77 31 1343
internal_value=3.45398e-05 0.000374041 -0.000461538 -0.00228048 -0.00189055 -0.0122145 -0.0171339 0.00249076 -0.0184416 -0.0216197 -0.0238732 0.00311941 -0.00199222 -0.00237007 0.00359551 0.00250612 0.00484435 0.00550287 -2.9885e-06 0.000639708 -0.00141328 0.00647584 -0.00454268 -0.00398515 -0.00633238 0.00275489 0.0430689 -0.0480593 -0.0125867 -0.00837231
internal_weight=140510 136720 108562 67174.7 65456.4 3789.42 1718.35 41387 2321.17 1889.18 1675.13 36297 5089.99 1468.25 28158.6 17922.3 7955.62 10236.3 1537.24 9966.7 1438.13 8699.02 431.984 214.055 416.335 899.419 15.6499 30.1161 12.2574 538.716
internal_count=587604 568939 454783 286039 277565 18665 8474 168744 12218 10145 9130 147963 20781 6447 114156 72608 32142 41548 6221 40466 6317 35327 2073 1015 2004 3905 69 130 53 2412

Tree=34
num_leaves=30
num_cat=0
split_feature=18 9 9 47 28 11 13 46 5 11 8 35 21 26 28 35 18 8 21 7 16 15 20 49 7 14 19 31 23
split_gain=152.197 95.1336 170.378 85.7511 64.0452 54.0523 33.3396 31.6536 22.9814 22.8216 18.0159 19.7713 13.2291 15.1449 15.3004 10.8771 15.144 10.3023 9.83138 9.58866 13.0272 11.4274 8.78987 7.24559 6.55066 6.54502 5.76379 4.63334 3.9815
threshold=-0.020662431605160233 -0.030657990835607048 0.021101565100252632 -0.5827713906764983 0.0020204392494633798 0.76549679040908825 0.0087414816953241842 0.0012715494376607241 2.1598320007324223 1.6082410216331484 0.031820237636566169 1.5624723434448244 -0.16610615700483319 -1.0118052959442136 0.046856014057993896 1.5340980887413027 -0.017701669596135613 0.020712325349450115 -0.16413079202175138 -0.073202367871999727 0.0067166676744818696 0.00069008476566523324 -0.018043749034404751 -2.2721070051193233 0.15378399938344958 0.023524441756308082 -0.023943598382174965 1.1833837032318117 -0.0021424215519800778
decision_type=2 2 2 2 2 2 2 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 12 3 4 -3 -5 19 9 -9 -4 11 17 13 14 -2 18 -17 -8 -14 28 23 -22 -15 -21 26 -13 -12 -26 -1
right_child=1 2 7 5 -6 -7 10 8 -10 -11 24 25 15 22 -16 16 -18 -19 -20 20 21 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=-0.089111340540304979 -0.0025967597877054908 -0.00088443857841013986 0.0045866623659476455 -7.2926523575697987e-05 -0.0080090256570017788 -0.0056531260879654982 -0.012050763212372079 0.0013546510937390449 -0.0066004090033915308 -0.0070384607551592293 0.030578719190894867 -0.041357051312021303 0.023088816835706179 0.0042655499124668135 0.0079546468037205529 -0.12310208287986155 -0.0080304040105623215 -0.022535598710802324 0.0046948367337698999 0.075425131438646084 0.046357233946766468 -0.007217609513796572 0.0017281267895835636 0.014105257372104116 0.011904795466527777 -0.020520828255192247 -0.0083378905111577157 0.082434450355097375 -0.016714323282721731
leaf_weight=5.9179655760526657 3360.6455972194672 6469.8534189760685 17157.017750203609 34824.700956955552 13676.354197829962 7311.0900397449732 578.55759433656931 23507.827712982893 1335.9787167161703 608.68947353959084 14.215221978724001 191.52609837055206 102.16714562475681 9047.2917848825455 557.79703307151794 5.3790743052959469 15.318790271878241 747.96970422565937 10162.354868382215 7.2167983055114737 14.392043709754942 374.11078962683678 10010.436389669776 95.091565772891045 9.8797982931137067 72.283546425402164 194.65020346641541 4.8261319398879996 4.78019732236862
leaf_count=24 13660 27196 69896 144973 62492 30935 3046 95916 5462 2499 84 1544 413 36665 2251 22 63 4775 41295 31 60 1715 40623 409 41 497 977 20 20
internal_value=3.22872e-05 0.000283708 -0.000588136 -0.00255494 -0.005721 -0.00104116 -0.0149691 0.00228672 0.000926867 0.00418836 -0.0186917 -0.0208964 0.00303311 0.00224586 -0.00109475 0.00479176 -0.0379359 -0.0179627 0.00487792 -0.00150475 -0.000300301 -0.00523294 0.00293272 0.0184307 -0.00300947 -0.0356479 -0.00568926 0.0350509 -0.0567626
internal_weight=140468 138153 104892 62282 20146.2 42135.8 2315.42 42609.5 24843.8 17765.7 1813.91 1590.34 33261.4 22976.2 3918.44 10285.2 20.6979 1326.53 10264.5 501.509 490.811 388.503 19057.7 102.308 223.571 263.81 208.865 14.7059 10.6982
internal_count=587604 574361 439369 265596 89688 175908 13243 173773 101378 72395 10984 9862 134992 93199 15911 41793 85 7821 41708 2259 2215 1775 77288 440 1122 2041 1061 61 44

Tree=35
num_cat=0
split_feature=48 34 7 7 14 17 7 5 24 45 6 6 17 38 37 7 53 6 46 16 5 33 2 4 9 11 23 46 4 24
split_gain=157.945 102.719 70.5919 126.703 68.5943 62.8651 49.9835 36.5599 25.7265 25.5486 25.1646 86.6179 63.2643 27.5697 24.5383 24.2446 22.4282 21.2973 19.5542 19.1535 18.6401 19.9788 17.6567 16.991 15.0714 14.8534 11.6792 11.3341 11.3164 10.6162
threshold=-0.72379013895988453 1.5559740066528323 0.011204333510249855 0.027214235626161102 0.0092176757752895373 -0.45647506415843958 0.030544045381248001 1.2516613006591799 0.21844365447759631 -0.04325823858380317 6.0482174376375049e-05 6.0544911320903345e-05 -0.9409729242324828 1.0000000180025095e-35 1.1607612967491152 0.05065713822841645 -0.027029504068195816 6.0522424973896711e-05 0.045438671484589584 -0.6863274574279784 -1.2095715403556822 -0.39854933321475977 -0.063365582376718507 -0.075265679508447633 0.14037865400314334 -1.5886514782905576 -0.0086402711458504183 -0.0040052880067378274 0.016045988537371162 -0.81225693225860585
left_child=1 2 20 4 -4 10 17 9 -5 23 13 19 -13 22 -11 18 -15 28 -9 -12 21 -1 -2 -7 29 -22 -17 -19 -3 -8
right_child=5 6 3 8 -6 7 24 15 -10 14 11 12 -14 16 -16 26 -18 27 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.043691507098267218 0.0083211234059011215 -0.040358354319409491 -0.0047196030709588327 0.0037920311138564329 -0.014022023782972482 0.016932839074685225 0.059238285672902978 -0.010491255261385746 -0.002665282574053243 0.0020990306458128992 0.067703195676707004 -0.014853934278256598 -0.00038421958440204682 0.013310227096528239 0.0070108467160582702 -0.0083694632276761355 -0.0090284803770761934 0.0024102170612421399 0.0067411092887031312 -0.017218729183841944 0.053451281269657355 -0.0028362398006092971 -0.00017404707331602001 0.0055676460130310518 0.02505301314278912 0.0032913292096617194 0.00092510535115032351 -0.023221177468509244 0.0080467213734026696 -0.0090121369347675954
leaf_weight=32.484362304210663 899.49825435876846 365.88389483094215 5852.6114245131612 4136.0093238279223 5220.6807336807251 641.34318961203098 8.0985438376665098 1469.34851975739 4467.7135660052299 56823.187594622374 9.3098020404577237 1110.800559014082 19810.27755908668 968.12748150527477 3775.7525485008955 515.44297668337822 186.60861812531948 69.178940385580063 271.59005333483219 1330.1984343528748 20.625761553645134 2907.2174219936132 16015.043222501874 1600.8626674264669 56.082224398851395 5603.3881349861622 5410.1230142861605 455.3176982998848 17.622129753232002 389.09878511726856
leaf_count=137 3648 2810 27008 17690 25545 2595 36 6161 19433 232218 41 5107 81539 4010 15225 2087 764 370 1135 5898 85 12231 65208 6512 227 23623 21969 2395 109 1866
internal_value=7.94159e-05 -0.00374922 -0.00298617 -0.00493217 -0.00910538 0.00110195 -0.0195792 0.00216465 0.000438898 0.00263391 -0.000755931 -0.00208374 -0.00115249 0.000879873 0.00240507 -0.0016818 0.00970023 -0.027567 -0.00780297 -0.0166285 0.0014852 -0.0023221 0.000277718 0.00881846 -0.00357801 0.00347529 0.000116605 -0.0198405 -0.0381341 -0.00762056
internal_weight=140440 29602 28240.7 19677 11073.3 110838 1361.28 70507.7 8603.72 62841.1 40329.9 22260.6 20921.1 18069.3 60598.9 7666.5 1154.74 908.003 1740.94 1339.51 8563.72 2939.7 16914.5 2242.21 453.28 5624.01 5925.57 524.497 383.506 397.197
internal_count=587682 133565 125752 89676 52553 454117 7813 287902 37123 256550 166215 92585 86646 73630 247443 31352 4774 5684 7296 5939 36076 12368 68856 9107 2129 23708 24056 2765 2919 1902

Tree=36
num_cat=0
split_feature=48 34 9 9 17 21 28 7 17 21 0 5 51 45 37 51 7 51 4 46 14 9 35 28 35 24 24 47 28 17
split_gain=140.096 92.5201 64.8446 79.6035 55.6547 55.5028 51.0044 45.6502 42.0362 41.3714 47.6915 32.3905 31.2078 21.6945 23.2882 18.0696 16.944 21.1496 15.3705 15.3283 13.44 13.3398 13.2708 12.9447 9.44685 9.29111 7.998 9.51165 8.41372 7.81946
threshold=-0.72379013895988453 1.5559740066528323 0.017421423457562927 -0.0049628417473286382 -0.45647506415843958 -0.19621699303388593 -0.41637296974658961 0.030544045381248001 -0.9409729242324828 0.4026020765304566 0.0010324353352189066 1.2103108167648318 0.8782041370868684 -0.04325823858380317 0.4732345342636109 -0.28575438261032099 0.05065713822841645 0.38889254629611975 -0.075265679508447633 -0.0042730830609798423 0.022720663808286194 0.14037865400314334 -1.1418730616569517 -1.0695331096649168 0.93080231547355663 -0.81225693225860585 -0.78046962618827809 0.76390226185321819 0.23748240619897845 1.8765831589698794
left_child=1 2 3 19 6 -5 8 20 23 12 -11 13 -8 18 -15 -10 17 -13 -6 -1 29 25 -18 -2 -22 -9 28 -28 -4 -3
right_child=4 7 26 5 11 -7 9 21 15 10 -12 16 -14 14 -16 -17 22 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.002139411948411306 0.051046028711460571 -0.038813122571288716 0.012237314322175756 -0.0087578160598593118 0.015910378470168011 -0.0006104115740164863 -0.0010576734684262883 0.054861682519627239 0.034589091230464622 -0.0030042419839854499 -0.022745314669530937 -0.008309135855650197 0.0066265282755990007 0.0019640922765242655 0.0065109785751985777 0.0042754583851658708 0.090241577107573176 0.0128988687233785 0.0050947657630166171 0.0030317298934098577 -0.041912963536799304 0.023523807786483244 -5.0194279995167853e-05 0.020790013944464419 -0.018679861533073414 -0.0085084912463978934 0.0012859544330282783 0.0085063332505986786 -0.025102394762282845 0.0087239351914434552
leaf_weight=3735.91223269701 98.500473320484161 279.47110567986965 456.20977258682251 11230.516328237951 642.2581829726696 3928.8084902614355 35158.412735551596 8.2246035635471326 73.377340540289879 1289.7049403786659 636.09983062744141 1734.0385454446077 1941.3884388506413 55865.543115526438 4217.123227134347 1019.4854963421822 5.6714777350425711 180.74580438435078 1589.0711283236742 4282.8901273757219 68.791385561227798 56.200200289487839 6288.061964944005 98.393619164824486 532.58564327657223 387.85396226495504 3786.4950617551804 763.08721029758453 22.020250916481018 12.587793134152887
leaf_count=16021 463 2247 1887 53355 2595 17419 144513 36 294 5422 3046 7279 7952 228263 17003 4088 23 754 6460 18081 367 227 25525 437 2974 1866 15780 3119 90 96
internal_value=7.44775e-05 -0.00353505 -0.00281397 -0.00413153 0.00103685 -0.00664627 -0.000711735 -0.0186488 0.0108319 -0.00109324 -0.00952479 0.00203646 -0.000655568 0.00249538 0.00228323 0.00631079 -0.00144737 -0.00630721 0.00820789 0.000622526 -0.0263804 -0.00337578 3.11704e-05 0.0359262 -0.0213375 -0.0071926 0.00325994 0.00249701 0.010518 -0.0367643
internal_weight=140390 29551.7 28205.9 23178.1 110838 15159.3 40315.4 1345.71 1289.76 39025.6 1925.8 70522.5 37099.8 62314 60082.7 1092.86 8208.52 1914.78 2231.33 8018.8 893.436 452.279 6293.73 196.894 601.377 396.079 5027.81 4549.58 478.23 292.059
internal_count=587682 133565 125752 104876 454117 70774 166215 7813 5282 160933 8468 287902 152465 254321 245266 4382 33581 8033 9055 34102 5684 2129 25548 900 3341 1902 20876 18899 1977 2343

Tree=37
num_cat=0
split_feature=47 48 17 28 29 21 13 21 28 33 1 28 21 11 1 19 11 28 28 7 46 28 13 13 8 5 7 49 4 21
split_gain=126.165 92.37 70.5521 66.8017 55.9966 46.9283 45.9037 44.055 40.3073 39.5742 35.692 34.2641 32.7289 32.6088 31.8837 24.5921 23.5091 22.8943 22.6904 16.2071 12.2387 12.543 12.2215 11.4869 10.768 9.8819 9.73852 8.69475 8.53843 7.08621
threshold=-1.256108224391937 0.42183295637369161 -0.69918018579483021 -0.071594659239053712 -0.25058718025684351 -0.15139146149158475 0.074289072304964079 0.36505945026874548 0.077588375657796874 0.45067523419857031 -0.0026376470923423763 0.85854277014732372 -0.054303774610161774 -0.36991605162620539 -0.0026260424638167019 0.03779349476099015 1.2659663558006289 -1.0695331096649168 -0.011294900439679621 -0.20843715220689771 -0.022531763650476929 0.27088661491870886 0.10572824627161027 -0.005256187403574585 0.49653029441833502 1.3445462584495547 0.014900057110935451 -1.0793523788452146 -0.0048682542983442536 -0.12484848871827124
left_child=1 5 3 12 13 10 9 15 -8 -6 19 -9 27 28 -12 -5 22 -14 -15 -1 21 23 -7 -3 25 -22 -18 -2 -4 -26
right_child=2 20 4 7 6 16 8 11 -10 -11 14 -13 17 18 -16 -17 26 -19 -20 -21 24 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.02144412272730823 0.016320856635633336 -0.0016534372488548935 0.0024192061197071354 -0.0042071988771596579 0.0016739115496740068 0.0044126262972635439 -0.0020228586375160666 -0.0111244818111339 0.0027396199372842337 0.0061740089503920046 -0.018019815777652114 -0.040325718350299876 0.043702541676977597 0.0015281255623523643 -0.0084451031785586703 0.0055533605780766458 0.085287122695180809 0.013570164427052637 -0.015690139454835755 -0.0058863634807996583 0.0044779065717773774 -0.057707344344096592 -0.012775878854980671 -0.026980892040692029 0.032941081709090672 -0.0028828595249040332 -0.024661549462626019 0.00060072020898680975 -0.018644956454798977 -0.0056102326926937588
leaf_weight=77.992361605167389 137.83318313956261 718.40719604492188 975.60985814034939 10802.122195236385 72050.545198425651 1309.8756970688701 20969.897683531046 1305.7217293381691 8774.7410822808743 7511.7810505479574 2698.1920910105109 156.65729117393494 110.91352087259293 331.98955620825291 2195.9691734239459 980.0933959633112 2.8611932545900336 420.71873317658901 1348.92557810992 2391.4038370549679 2582.7587425708771 15.346927300095556 161.78084398806095 68.256186902523041 67.236056640744209 841.82684452831745 140.90664188563824 1099.1865780204535 71.926118686795235 22.037362203001976
leaf_count=316 553 2921 4187 45802 296502 5860 87503 5833 35598 30419 15604 802 522 1373 10365 4069 12 1762 6174 10670 10569 62 735 280 271 3460 640 4422 307 89
internal_value=6.99145e-05 -0.0053986 0.00064216 -0.0031559 0.00115112 -0.00880814 0.00135951 -0.00459407 -0.000617916 0.00209878 -0.010806 -0.0142527 0.00761387 -0.00719762 -0.0137237 -0.00339528 0.000298464 0.0198566 -0.0122894 -0.00502317 0.00169481 -0.00488159 0.00252307 -0.00385102 0.00319582 0.00266849 -0.0224734 0.00235231 0.000972894 0.0234246
internal_weight=140344 13294.9 127049 15013.2 112035 8978.98 109307 13244.6 29744.6 79562.3 7363.56 1462.38 1768.65 2728.45 4894.16 11782.2 1615.42 531.632 1680.92 2469.4 4315.87 802.01 1471.66 786.663 3513.86 3424.59 143.768 1237.02 1047.54 89.2734
internal_count=587682 61854 525828 63765 462063 44202 450022 56506 123101 326921 36955 6635 7259 12041 25969 49871 7247 2284 7547 10986 17652 3263 6595 3201 14389 14029 652 4975 4494 360

Tree=38
num_cat=0
split_feature=18 17 28 3 17 28 6 8 8 48 16 17 28 6 19 16 26 7 24 6 46 7 16 6 4 17 6 35 35 17
split_gain=118.249 80.92 64.48 62.0867 61.3339 51.6882 44.9365 35.9598 45.1186 50.9324 33.6918 33.1206 28.5547 27.632 26.8193 23.1789 21.5151 17.4434 17.0531 13.3814 12.9022 12.6731 12.5934 11.9848 11.6245 11.421 10.6467 10.3942 9.7191 8.77949
threshold=-0.020219163037836548 -0.44063122570514673 -0.056551102548837655 -0.004409077111631631 -0.89923131465911854 0.044069897383451469 0.94946593046188366 0.0090000145137310045 0.035576730966568 1.0000000180025095e-35 0.063433922827243819 -0.9409729242324828 -1.0695331096649168 -0.053738566115498536 -0.022945123724639412 -0.05880076810717582 -2.0629943609237666 -0.25831210613250727 -2.5392305850982662 6.0482174376375049e-05 -0.0031171698356047268 0.10561951994895936 0.020819975994527343 1.1810991764068606 0.0014307521050795915 -0.4763317853212356 -0.17603021860122678 -0.40410619974136347 1.0797924995422366 3.8333438634872441
left_child=3 2 11 16 6 -6 -4 15 9 -9 -10 12 -2 22 19 17 24 -3 -17 -15 23 -16 26 -18 29 -13 -5 -22 -24 -1
right_child=1 7 4 13 5 -7 -8 8 10 -11 -12 25 -14 14 21 18 20 -19 -20 -21 27 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020443984493429084 0.045892971029431892 0.0047792782140255686 -0.0086455010336501954 0.00055297406428287885 -0.0028012578628929747 0.0025041690545195032 -0.033166933759930198 -0.0034245694838050508 0.0044469491611806309 0.0020431162588241355 0.00024698183362152756 0.0034233410331549669 0.011128570275430856 -0.0411468315403987 -0.011889614451370174 -0.014216364564859179 -0.00074615680544458407 0.00014251806465415874 0.0047369919964813491 -0.020938134631751457 0.016568910428881124 0.013392782140624499 0.0017966820208543681 -0.036782154898238648 0.020942973789339812 -0.0043321358151693244 0.037854503780176289 -0.0019250249882271314 -0.032463674191479899 0.061210187410738859
leaf_weight=277.24875418841839 103.37768828868866 3828.5075120329857 1395.00619097054 335.92331622540951 35285.774406626821 7806.4504724442959 319.77466417849064 14897.927010715008 12712.636385247111 9852.5513251274824 13938.52760258317 6184.0457304269075 402.34414868056774 125.90305534750223 886.38977912068367 166.86235103011131 1236.5257441997528 10767.140475764871 17077.721632048488 1212.4607620611787 292.05103044211864 74.843693435192108 48.520359456539154 32.983343079686165 27.726718887686729 740.08778961002827 28.929633677005768 165.86994996666908 71.002413749694824 4.6607580929994574
leaf_count=1718 500 15398 6154 1461 149399 31697 1701 65212 51688 40526 56996 24887 1693 1163 4705 682 5504 44033 69450 6834 1299 306 200 161 163 2977 118 733 297 27
internal_value=6.56261e-05 0.000388742 -0.00143149 -0.00901442 -0.00227559 -0.00184014 -0.0132183 0.00153099 0.000565856 -0.00124802 0.00225037 0.00365899 0.018235 -0.0147417 -0.0174394 0.00308908 -0.00118714 0.00135876 0.0045536 -0.0228392 0.00137998 -0.00992107 -0.00193435 -0.00168241 -0.0155089 0.00259439 0.00351066 0.00986996 -0.0185557 -0.019094
internal_weight=140300 135479 52236.9 4821.04 44807 43092.2 1714.78 83241.9 51401.6 24750.5 26651.2 7429.86 505.722 2783.97 2299.6 31840.2 2037.07 14595.6 17244.6 1338.36 1727.43 961.233 484.376 1269.51 309.636 6924.13 364.853 457.921 119.523 281.91
internal_count=587682 562993 219008 24689 188951 181096 7855 343985 214422 105738 108684 30057 2193 15084 13008 129563 9605 59431 70132 7997 7697 5011 2076 5665 1908 27864 1579 2032 497 1745

Tree=39
num_cat=0
split_feature=48 34 47 7 21 7 8 17 28 6 7 34 12 6 21 14 1 16 6 9 45 20 16 0 52 26 23 46 17 0
split_gain=108.72 99.2161 66.1572 48.5093 43.1933 39.3808 70.3875 30.6509 35.1565 23.4102 23.3458 34.0879 23.0149 22.8993 33.7985 22.7181 21.7941 20.6886 20.5639 18.9553 16.3308 16.2523 15.6155 15.5889 14.1725 13.4095 12.6343 10.0827 10.0779 8.46339
threshold=-0.34191577136516565 1.5559740066528323 -1.256108224391937 0.030544045381248001 -0.20624444633722303 0.011204333510249855 0.036101792007684715 -0.6948779523372649 -0.41637296974658961 1.0184692740440371 -0.045457413420081132 -1.4323611259460447 0.0048224609345197686 0.32974779605865484 0.44898386299610143 0.0067930745426565417 -0.055416153743863099 -0.59587794542312611 6.0526574088726199e-05 0.14037865400314334 -0.092140045017003999 -0.02252145484089851 -0.0031489609973505135 -0.012172841932624577 -0.12590637058019635 0.49939981102943426 -0.016055732034146782 -0.003921529045328497 0.30921952426433569 0.015041720587760212
left_child=1 2 4 18 15 22 -7 8 12 -6 21 16 24 20 -15 -1 -12 -13 28 -5 -10 26 -4 -14 -2 -23 -9 -20 -3 -21
right_child=7 3 5 19 9 6 -8 10 13 -11 11 17 23 14 -16 -17 -18 -19 27 29 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0059355460663879263 0.0049302685713689121 -0.038252453377549213 0.00099023760388615716 -0.0071391361617701519 0.0056298531138709706 -0.004641564980309351 0.0017142415655586295 -0.020258519828865243 0.018449724198239963 -0.015177467237404381 0.011412315007695524 0.011793103321201471 0.00046973186990729017 -0.0036322072918478997 -0.018924405292722993 -0.01396915558880066 -0.0081749921179003482 0.0012352708562755434 0.0040557952855429314 0.015387385361971871 -0.00097786208612125371 0.0011237481157550151 0.0071048181588933054 -0.059897562172158553 0.029934186723096664 0.0054838331657050083 0.0065147332464196434 -0.019950384533329167 -0.013594707478643669 0.067771237208732071
leaf_weight=2461.0863127410412 119.79217563569546 351.02467161417007 11919.506837114692 535.42032486200333 1099.1172092631459 15753.884707137942 9862.5615009665489 62.067977383732796 154.08065150678158 227.11925205588341 220.11367654800415 652.87348365783691 74.574331194162369 2639.014714255929 621.61375549435616 2440.3351378068328 1945.3496478050947 62090.710803121328 68.279574319720268 64.329984158277512 6699.8088132739067 8906.3340890109539 1655.8411632627249 18.605819433927536 231.22281831502914 3390.0424841791391 5343.7777988314629 563.6730595305562 69.048770822584629 12.887031242251394
leaf_count=11856 483 2770 49346 2528 4994 69649 40803 249 627 1087 896 2677 300 10884 3069 13065 7993 253703 358 260 27595 35889 6916 75 1047 13657 21481 2845 528 52
internal_value=6.15867e-05 -0.00224914 -0.00173064 -0.0163961 -0.00737943 -0.000833038 -0.00219452 0.00122933 -0.00176397 0.00206658 0.00161191 0.00109395 0.0144816 -0.00247742 -0.00654755 -0.00993534 -0.00618399 0.00134513 -0.0240819 -0.00319797 -0.000541115 0.00351113 0.00173606 -0.0115842 0.021401 0.0023258 0.00620733 -0.0173566 -0.0341994 0.0241299
internal_weight=140254 47084.1 45419.5 1664.66 6227.66 39191.8 25616.4 93170 10558.7 1326.24 82611.3 64909 444.195 10114.5 3260.63 4901.42 2165.46 62743.6 1052.03 612.637 6853.89 17702.2 13575.3 93.1802 351.015 12296.4 5405.85 631.953 420.073 77.217
internal_count=587682 207057 197716 9341 31002 166714 110452 380625 44080 6081 336545 265269 1905 42175 13953 24921 8889 256380 6501 2840 28222 71276 56262 375 1530 49546 21730 3203 3298 312

Tree=40
num_cat=0
split_feature=47 8 8 13 26 34 16 7 8 8 24 16 8 51 16 14 11 46 0 29 23 45 7 14 25 14 20 31 20 12
split_gain=99.7745 51.6407 84.4582 60.7894 45.8575 42.9235 34.004 32.8349 40.0166 26.357 22.4791 20.6309 20.9914 18.8003 18.149 17.6074 16.8323 16.1497 14.5762 12.8427 12.2046 11.2198 10.898 10.6095 11.1182 10.5781 10.4101 10.2945 10.2909 2.67007
threshold=-1.256108224391937 0.0074744769372046002 0.036101792007684715 -0.74048772454261769 -2.0629943609237666 1.5559740066528323 -0.049640756100416177 0.038121983408927924 0.011317168828099968 -0.038145061582326882 -2.0497800111770625 0.059037040919065482 0.089107710868120207 -0.31901425123214716 -1.5408351421356199 0.013115359470248224 1.2830005884170534 -0.056177603080868714 -0.0015730941086076198 -0.22254462540149686 0.0022488698596134786 0.00053958900389261555 -0.08545686304569243 0.011168861296027901 -1.1196846961975095 -0.019706465303897854 -0.020607375539839264 -1.6572573184967039 -0.031563125550746911 -0.21486199647188184
left_child=4 6 3 27 20 -5 9 8 26 16 22 19 -13 28 -11 -12 -2 -15 -10 -4 23 29 -8 25 -25 -1 -6 -3 -9 -22
right_child=1 2 11 5 7 -7 10 13 18 14 15 12 -14 17 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.026505428761171068 0.0022149934948074079 0.024742155787919724 0.00062472543227305743 -0.0022110082579325577 0.0029765654690960541 -0.012656961575525047 0.006666815886510428 -0.0029388487488238662 -0.00356687646006451 0.018273283504990006 0.0059385215253576779 -0.0018099926778015155 0.0019308146218568552 -0.021051378637403504 -0.0025095156118981861 0.0026213305863125179 -0.018149723110246839 0.0036214531042817158 -0.010033303314256463 0.0041388403568815065 0.026868734909404272 0.081238878206766604 -0.012466815215994647 -0.037880282468652139 -0.018722590518104595 -0.0035728313319499144 -0.0034109449837800652 0.0085399007863160292 -0.058814095097996122 -0.035123289506298741
leaf_weight=100.8493033349514 15486.131617218256 155.55640092492104 5049.5267053544521 37685.242505893111 1660.7471709549427 1420.9440627768636 136.74158123135567 20.005213722586632 1661.4219529479742 149.02449303865433 9975.848503023386 8690.1573523133993 13083.089458435774 95.920710250735283 7907.7842065691948 12611.943204477429 142.5842093527317 2479.6550445556641 4500.2997475937009 12789.165791273117 3.9128013402223587 8.1720474660396558 427.83766247332096 146.59119848161936 375.74382022023201 229.02299280464649 1909.2173622995615 1114.7549921125174 26.906316071748734 6.3331137448549288
leaf_count=599 62505 637 20744 160668 6982 6470 552 95 7105 611 40653 36017 53013 400 32671 51563 577 10319 22586 52070 21 39 1764 1256 2823 1534 7981 4590 121 32
internal_value=0.000123464 0.000631984 -0.000279037 -0.00217796 -0.00475327 -0.00259057 0.0021878 -0.00383097 -0.00540994 0.000616084 0.00379571 0.00165654 0.00043778 0.00202839 -0.0021251 0.00408636 0.0020292 0.00270258 -0.00828972 0.00314411 -0.0178407 0.0296765 -0.00783263 -0.0188676 -0.0240991 -0.0105838 -0.000439476 0.010524 -0.0349863 -0.0114492
internal_weight=140051 126826 79988.4 40376.5 13224.8 39106.2 46837.9 12354.2 9731.69 23685.5 23152.4 39611.9 21773.2 2622.49 8056.81 22587.8 15628.7 2575.58 6161.72 17838.7 870.625 18.418 564.579 852.207 522.335 329.872 3569.96 1270.31 46.9115 10.2459
internal_count=586998 525105 334209 172365 61893 167138 190896 55589 44654 96364 94532 161844 89030 10935 33282 92216 63082 10719 29691 72814 6304 92 2316 6212 4079 2133 14963 5227 216 53

Tree=41
num_cat=0
split_feature=18 6 17 21 28 28 28 22 1 23 1 9 23 7 13 38 0 7 5 45 9 12 15 27 55 33 20 25 16 33
split_gain=96.0919 56.5077 77.7017 54.5342 88.5824 101.661 46.9145 42.289 33.9914 32.4713 29.4884 29.6264 27.7062 23.8986 23.4705 21.6479 20.7834 17.088 15.0318 13.1991 13.1969 12.9623 12.8315 15.2833 14.0059 10.4342 10.0405 9.22507 9.59778 8.16006
threshold=-0.019883931614458557 0.99501240253448497 -0.9409729242324828 -0.20624444633722303 0.011477633845061066 -0.0035241957521066065 0.058037035167217262 -0.53756234049797047 -0.0026376470923423763 0.0025260411202907567 0.00047496052866335964 0.093192353844642653 0.11360239237546922 0.0033224067883566026 0.35440878570079809 1.0000000180025095e-35 -0.086385946720838533 0.051835363730788238 -0.12818725407123563 -0.0038089285371825095 0.0040040540043264636 0.10377944633364679 -0.017040343023836609 -0.00048139467253349716 0.86948090791702282 0.3683928400278092 -0.023057395592331883 1.5230205655097964 -0.02110129781067371 2.7939054965972905
left_child=7 3 10 4 5 -2 12 8 25 -6 18 -12 -4 20 16 -8 -5 -15 -3 27 -10 -16 23 -21 -24 26 -1 28 -9 -27
right_child=1 2 6 14 9 -7 15 19 13 -11 11 -13 -14 17 21 -17 -18 -19 -20 22 -22 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0027064057810551505 0.0012937520086122309 -0.02743658500421119 -0.0067337816711727045 0.014224474519976349 0.0059874424998759852 -0.0036153399101565079 0.0018986213151523854 -0.062799230406620304 0.014154278313236103 0.0011460816397238149 -0.025643622206922241 0.063641901354311498 0.0082931338503433091 -0.015638553325290572 -0.014127217779203928 -0.0093500661393301834 0.0028040142985249119 -0.0010546553635208046 -0.062196271600318397 0.043117048467166165 -0.0077124111415258195 -0.0013547557313840471 0.0039909721860464254 0.0031478389970965802 -0.007787095251763812 0.02558834561111235 -0.025708881631553087 -0.067810984369553948 -0.0057509220624600201 -0.043923790031670143
leaf_weight=1750.9534403830767 29744.032739564776 72.516746148467064 6745.6182347089052 562.98232579231262 9295.5914463549852 29002.77445384115 6750.0830615907907 11.792624056339262 161.09713494777679 10021.542057216167 49.656486451625824 17.494278907775879 455.98326227068901 2851.1273048371077 378.04903799295425 653.17588903009892 37683.168570831418 310.08755712211132 107.51867672801018 56.111612468957901 238.03079816699028 1030.6068865954876 1261.8470072448254 81.923249498009682 487.13005100190639 65.430754840373993 68.645658478140831 12.17949929833412 79.284283436834812 6.4589292854070655
leaf_count=7680 121152 417 29027 2269 37992 125561 27545 50 686 41071 272 96 1905 16390 1559 2647 154519 1286 594 228 993 4234 5352 342 2170 265 286 50 334 26
internal_value=0.000116048 0.000482262 -0.00294709 0.000914927 9.84883e-06 -0.00112982 -0.0023919 -0.00640755 -0.00909477 0.00347579 -0.0357499 -0.00238274 -0.00578232 -0.0124904 0.00269665 0.00090617 0.00297212 -0.014208 -0.0481954 0.000953383 0.00111348 -0.00478257 0.00207731 0.0193955 0.000710511 -0.00270318 -0.00357419 -0.0195865 -0.0131375 0.019343
internal_weight=140013 132571 14852 117719 78063.9 58746.8 14604.9 7442.1 5451.83 19317.1 247.186 67.1508 7201.6 3560.34 39654.8 7403.26 38246.2 3161.21 180.035 1990.27 399.128 1408.66 1887.01 138.035 1748.98 1891.49 1819.6 103.256 91.0769 71.8897
internal_count=586998 550860 62503 488357 325776 246713 61124 36138 27612 79063 1379 368 30932 19355 162581 30192 156788 17676 1011 8526 1679 5793 8092 570 7522 8257 7966 434 384 291

Tree=42
num_cat=0
split_feature=18 9 14 9 17 22 46 17 7 7 5 49 24 24 16 7 3 21 29 45 29 13 14 21 48 4 12 35 5 35
split_gain=85.3588 50.4023 92.9628 46.2486 46.561 37.6926 32.1719 31.2752 30.8757 24.1148 22.0444 17.8261 16.2584 14.4032 18.2789 15.2531 14.2775 12.8346 12.1389 11.7176 12.4362 11.2888 11.2291 11.0116 10.9866 10.7801 10.9996 9.56183 9.48712 7.27978
threshold=-0.019883931614458557 0.047277063131332404 0.080323178321123137 -0.021324904635548588 -0.70371678471565235 -0.53756234049797047 0.062066920101642616 -0.61935451626777638 0.013856066856533291 0.027214235626161102 0.058252952992916114 -0.48297512531280512 -2.252296924591064 0.61349123716354381 -0.031748890876770013 0.44278691709041601 -0.0040668952278792849 2.2328716516494755 -0.11124911531805991 -0.0038089285371825095 -0.13504596054553983 0.0024066332262009387 -0.020836578682065007 -0.18814644962549207 0.80370745062828075 0.0016218039672821762 -0.26547804474830622 1.5727466940879824 0.7704281508922578 0.86202219128608715
left_child=5 2 3 11 -5 8 7 -4 12 10 -10 -2 24 14 21 22 -11 -8 -14 25 23 -3 -15 -21 -1 26 -7 -16 -17 -27
right_child=1 13 6 4 -6 19 17 -9 9 16 -12 -13 18 15 27 28 -18 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.025993003539033929 0.001069489208900092 0.0037035556683011725 -0.010608481541696552 -0.0049657406379906175 0.00017643355487394324 0.01393211862181187 0.0051296952887318857 -0.0037900268768136856 -0.010025926188040777 0.0018053915166830457 -0.021302224556365868 0.0037234565403515166 0.0022267213434440324 0.0076984697068919576 0.0051705891054515899 -0.011915881734661522 -0.0098084553313697153 -0.015606465175114702 -0.026180451694604919 0.013199706830126319 0.051477154841713633 -0.0015637323026005782 -0.00097032541742972931 -0.00025988788920931771 0.050953564830152537 0.09167726351756933 -0.0385568305740175 -0.0010012218613535953 0.007756313669562402 0.0026058488284258462
leaf_weight=114.20226757228374 20069.730461806059 2546.9675640165806 2961.9075340181589 7079.6320034191012 45678.051487408578 17.577609568834305 1467.2794965207577 11183.368911787868 1413.0111335292459 585.33761312812567 1053.3781302422285 15702.759742423892 1207.5419746488333 561.74846377968788 12670.314946755767 91.451548188924789 994.53854304552078 111.82163518667221 54.736955583095551 243.23006589710712 17.487847201526165 3190.7440564781427 7024.9439814388752 1626.4134959131479 6.8465869575738898 4.0609509646892574 66.387155659496784 938.54325522482395 1276.1374824494123 14.963009767234324
leaf_count=512 81559 10251 12849 30989 192799 72 6195 47440 7706 2767 6526 63803 5170 2265 51423 368 4629 468 274 1027 78 12900 28586 6987 28 18 278 3813 5152 66
internal_value=0.000109028 0.000453732 -0.000145688 0.000596818 -0.000513602 -0.0060492 -0.00432609 -0.00521776 -0.00859511 -0.0111965 -0.014842 0.00223448 -0.000985869 0.00266187 0.00356739 0.000705419 -0.00550557 0.0036613 0.000994884 0.000896734 0.00195434 0.000774414 -0.000328454 0.00149113 -0.0216409 -0.0184826 -0.0275685 0.00474495 0.00644082 0.0216195
internal_weight=139975 132555 104255 88530.2 52757.7 7419.71 15724.4 14145.3 5429.59 4046.27 2466.39 35772.5 1383.33 28300.9 19346.6 8954.28 1579.88 1579.1 1262.28 1990.12 1887.13 5737.71 7586.69 1869.64 121.049 102.989 83.9648 13608.9 1367.59 19.024
internal_count=586998 550860 436102 369150 223788 36138 66952 60289 27612 21628 14232 145362 5984 114758 78387 36371 7396 6663 5444 8526 8092 23151 30851 8014 540 434 350 55236 5520 84

Tree=43
num_cat=0
split_feature=47 48 6 17 50 28 44 6 28 28 23 21 53 0 8 14 8 23 25 51 1 5 34 49 44 19 6 46 1 46
split_gain=78.9491 66.8775 50.0866 64.5969 45.3808 39.8299 39.2222 58.2354 52.4574 69.9571 38.6686 38.4194 38.1566 35.1313 25.4398 30.8466 25.2001 23.2105 21.9386 21.6722 16.7785 15.8181 12.8371 12.4095 11.7814 9.46094 10.2243 9.05268 11.4566 9.3055
threshold=-1.256108224391937 0.42183295637369161 0.99501240253448497 -0.9409729242324828 -0.14241953194141385 0.058037035167217262 3.7910240888595585 0.26258859038352972 0.011477633845061066 0.0020204392494633798 -0.00034958211472257966 -0.072956755757331834 0.77570027112960827 0.0028997963527217512 0.034050855785608299 0.011221667751669885 -0.034023819491267197 -0.0021424215519800778 -0.83321690559387196 -0.22873263061046598 0.0001867155733634718 2.6429990530014043 1.4254998564720156 -3.1070351600646968 3.7910240888595585 -0.020041362382471558 -0.12874561548233029 -0.022531763650476929 -0.0073631936684250823 -0.020685431547462937
left_child=1 4 6 12 18 10 8 17 9 -2 -5 -9 16 -10 15 -6 -4 -8 22 -7 -14 -20 -1 25 -16 26 -3 28 -25 -29
right_child=2 23 3 5 14 19 7 11 13 -11 -12 -13 20 -15 24 -17 -18 -19 21 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.01550508192987606 0.0010389237544261374 -0.035809885857162035 -0.0060279118959275279 -0.019438286763854104 0.00022081702104075686 0.0047356617889173841 0.0050959257156327235 0.0035831694703636766 0.0048323275708716451 -0.0028615668570612547 -0.0040371791997731842 -0.012395679162161246 -0.029596628520706759 0.00071718766517292313 0.006714944585365314 -0.012556483924606319 -0.053850789015753055 0.012936772416643686 -0.0085028079800297546 -0.0018354416444693405 0.057999059222386427 -0.051286916977958036 -0.033394027135542091 0.00026677427321127587 0.051424015349640154 -0.044548399092044701 0.076182773245017585 0.024558907791783807 -0.016575119794673646 0.0029282589364291031
leaf_weight=841.33193320780993 53082.708527669311 5.9478580504655838 50.619439721107483 624.60259552299976 1779.7635463923216 2943.0723078548908 3185.7658140361309 1243.6052147299051 14738.637376785278 22916.876620724797 6206.2435431778431 904.9622418731451 11.968834683299063 14159.099940910935 678.41084399819374 1043.2319953367114 158.32250574231148 2237.0306866914034 4262.1640868932009 4299.6131987273693 20.910384118556976 30.294969022274017 167.42487780749798 609.17548549175262 21.156720027327538 33.967004880309105 5.4266225099563581 70.65798944234848 182.7832728177309 3429.532641813159
leaf_count=4429 216585 24 305 2889 8560 12017 12933 5025 60231 99023 26436 3976 64 57925 3024 5815 899 9183 20805 17506 108 189 1243 2477 88 138 22 288 749 14042
internal_value=0.00010248 -0.00424693 0.000553986 -0.00273298 -0.00719566 -0.00221346 0.000972361 0.00507343 0.000676351 -0.000137228 -0.00544543 -0.00314701 -0.0329681 0.00281602 -0.00200504 -0.00450101 -0.042265 0.00833046 -0.0106447 0.000834733 0.0261121 -0.00880477 -0.0184741 0.00175169 0.00806706 -0.0289526 0.0176204 0.00207605 -0.00362032 0.00336491
internal_weight=139945 13161.3 126784 14315.4 8823.78 14073.5 112469 7571.36 104897 75999.6 6830.85 2148.57 241.821 28897.7 3522.56 2823 208.942 5422.8 5301.22 7242.69 32.8792 4292.46 1008.76 4337.49 699.568 45.3415 11.3745 4292.15 791.959 3500.19
internal_count=586998 61893 525105 60224 44153 58848 464881 31117 433764 315608 29325 9001 1376 118156 17487 14375 1204 22116 26666 29523 172 20994 5672 17740 3112 184 46 17556 3226 14330

Tree=44
num_cat=0
split_feature=18 6 17 21 28 28 28 53 34 0 12 22 8 6 38 14 7 51 6 23 24 9 13 45 6 18 52 46 4 12
split_gain=72.2885 43.6157 64.2189 44.0206 70.8023 79.2116 35.8955 35.4241 33.6541 25.4443 25.1565 24.7824 21.9012 21.6762 22.9736 21.586 20.2157 19.0406 15.6814 15.6579 13.5691 13.5115 12.4337 12.2591 10.6223 10.0184 10.7919 9.67356 9.56524 5.58166
threshold=-0.019883931614458557 0.99501240253448497 -0.9409729242324828 -0.20624444633722303 0.011477633845061066 -0.0035241957521066065 0.058037035167217262 0.77570027112960827 1.5559740066528323 0.0026460117660462861 -0.28713423013687128 -0.38793288171291346 -0.034023819491267197 0.4528979361057282 1.0000000180025095e-35 0.023524441756308082 0.013508669566363098 -0.22873263061046598 1.1229205727577212 0.089464709162712111 -2.252296924591064 0.23448791354894641 0.043923394754529006 -0.0038089285371825095 1.0184692740440371 -0.020464387722313401 1.0289584994316103 -0.0035360321635380383 0.0016218039672821762 -0.23768094927072522
left_child=8 3 7 4 5 -2 10 12 11 -6 -4 16 -3 19 -15 25 20 -8 -18 -5 -1 27 -9 28 -25 26 -10 -17 -13 -23
right_child=1 2 6 13 9 -7 17 22 15 -11 -12 23 -14 14 -16 21 18 -19 -20 -21 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.019629295833797644 0.0010972485257310922 -0.0087288858969440733 -0.044233061085959695 0.0029302087347954199 0.0053662922322673711 -0.0032378581703513356 0.0044028244943248853 -0.041361482181930559 -0.049016926119281976 0.0010754973110759143 -0.0047684855804676629 -0.027313691479442629 -0.053371140469140481 0.00080059659869167164 -0.0088566626487064318 0.014372903320461443 -0.0080906774022241317 -0.0016923056306678438 -0.027111831377431259 0.017590942789701254 0.0014189740842639141 0.0094961691700122513 0.043053152186387701 0.0037094421809047364 -0.013864262199815911 -0.05694110867225901 -0.019696255431060006 -0.014590078340843927 0.023123760857028473 0.08742785922377623
leaf_weight=116.82566969096661 29750.796887755394 50.963132619857788 56.673620879650116 32151.626144379377 9013.4257522821426 28948.689356535673 2997.3354435861111 7.9546082615852347 54.275188952684402 10317.881652131677 7122.2416300475597 80.780801177024841 153.4022676050663 6263.987797960639 993.48336528241634 47.256252765655518 3345.9825797528028 4407.6712576597929 157.99834048748016 255.60304684937 1219.9662441760302 5.9434835761785507 25.690115123987198 1674.889474965632 128.94577698409557 40.13440178334713 224.20700365304947 266.66119702905416 15.619354620575903 6.928649574518202
leaf_count=523 121152 308 282 131455 36787 125561 12233 43 591 42276 30650 335 897 25746 4283 278 17046 17959 851 1097 5246 24 131 7070 619 269 1802 1390 66 28
internal_value=9.62549e-05 0.000412885 -0.00260335 0.000792733 -2.07893e-05 -0.00104069 -0.00210722 -0.0330031 -0.00558431 0.00307613 -0.00508004 -0.00435203 -0.0422386 0.00239314 -0.000521396 -0.018455 -0.00659337 0.000774829 -0.00894836 0.00304584 -0.000420488 -0.00780074 0.023095 0.00135769 0.0024532 -0.0293825 -0.0254107 -0.0102301 -0.0191415 0.0514443
internal_weight=139904 132517 14821.9 117695 78030.8 58699.5 14583.9 238.01 7386.41 19331.3 7178.92 6741.01 204.365 39664.7 7257.47 645.406 4840.77 7405.01 3503.98 32407.2 1336.79 326.79 33.6447 1900.24 1803.84 318.617 278.482 313.917 96.4002 12.8721
internal_count=586998 550860 62503 488357 325776 246713 61124 1379 36138 79063 30932 31756 1205 162581 30029 4382 23666 30192 17897 132552 5769 1720 174 8090 7689 2662 2393 1668 401 52

Tree=45
num_cat=0
split_feature=7 7 13 1 1 0 23 3 16 16 1 24 11 7 16 33 28 24 8 24 31 2 16 16 33 28 51 23 20 23
split_gain=71.4989 95.4731 65.3158 69.947 77.8427 44.6097 43.1098 35.4324 30.6285 27.2209 21.798 22.7486 21.0995 20.4166 19.4291 19.2953 22.5806 20.6668 17.1117 16.2553 14.5372 14.46 14.0558 14.055 13.2324 12.554 11.9967 11.8947 11.2462 9.66613
threshold=0.007972906809300186 0.036901134997606284 0.009677451569586994 -0.0026260424638167019 -0.0026376470923423763 -0.053544985130429261 -0.0018552878173068164 -0.0045776558108627787 -0.0094353295862674696 0.059037040919065482 -0.0042979763820767394 -1.6610105633735655 -0.09430405497550963 -0.040839007124304764 0.010630897246301176 -0.29524216055870051 0.18679834157228473 0.80092868208885204 0.089107710868120207 -2.3852913379669185 1.0073207020759585 0.16301129013299945 0.16199326515197757 -0.090388238430023179 -0.27698546648025507 0.001858749892562628 -0.29374676942825312 -0.004252443090081214 -0.026560731232166287 -0.0043143250513821832
left_child=8 2 5 4 -4 25 -7 -5 10 15 20 21 19 -13 24 17 -17 -3 22 29 23 -12 -11 -1 -14 -2 -16 -21 -22 -10
right_child=1 9 3 7 -6 6 -8 -9 12 18 11 13 14 -15 26 16 -18 -19 -20 27 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053422359816371388 0.013813193869762994 0.0024443311343226521 -0.00026932003046475266 0.0010727811861567379 -0.0153909279627526 -0.0023791881645492722 0.004577375191497278 -0.0048076851533879472 0.046753181469653272 -0.00054769910606418057 -0.0067520420663548901 0.0020173562628140193 -0.0042897131730312331 -0.0021380084631311986 -0.010824056460417546 0.006077878784203428 -0.0022073727433358854 -0.0044381544305409377 0.0010945368646828797 0.0015177850566734864 0.033230106337822973 0.057413877959052173 -0.0051117397387860477 0.0035546536030498133 0.0036120586419742147 -0.0054069715885390951 0.0084624898274161513 0.0091608272136353679 0.0076494882324158742 -0.020376533889906741
leaf_weight=11787.616560056806 902.50038802623749 6261.4437129199505 1700.395859837532 4802.438726708293 3909.7899524569511 18537.351348362863 3723.8446559309959 13862.950159415603 8.0715041756629926 7137.7372146174312 2036.5374627709389 9510.3326990306377 1760.7321835756302 7256.3935210704803 121.34048812091351 7237.6426834613085 1360.2659250050783 2005.1042450144887 13895.116506800056 859.10033836960793 64.193252146244049 12.299208641052244 3500.9892107695341 9839.3907526731491 1269.7167619913816 136.14093446731567 1501.5685547888279 4051.4231183677912 879.33636982738972 99.643094107508659
leaf_count=47854 3704 25556 7289 20910 21446 79527 15731 60885 33 29579 8367 38523 7173 30197 494 29430 5615 8251 56295 3518 262 50 14589 39932 5217 568 6122 16629 3571 430
internal_value=-7.64855e-05 -0.00108641 -0.00288927 -0.00503098 -0.0108077 -0.000657863 -0.0012155 -0.00329469 0.00168342 0.000985456 0.000984855 -0.000498159 0.00467267 0.000218975 0.00181092 0.00281023 0.00476708 0.00077494 -0.000268884 0.00732634 0.00222115 -0.00636685 -0.00204963 0.00190839 -0.000978979 0.0112939 0.00702049 0.00782367 0.00938987 -0.0153462
internal_weight=140031 88973.7 47575.4 24275.6 5610.19 23299.8 22261.2 18665.4 51057.7 41398.3 41386.1 18815.6 9671.6 16766.7 4653.36 16864.5 8597.91 8266.55 24533.8 5018.24 22570.5 2048.84 10638.7 21627 3030.45 1038.64 1622.91 4910.52 943.53 107.715
internal_count=587747 379375 210060 110530 28735 99530 95258 81795 208372 169315 168756 77137 39616 68720 19006 68852 35045 33807 100463 20610 91619 8417 44168 87786 12390 4272 6616 20147 3833 463

Tree=46
num_cat=0
split_feature=7 7 13 28 6 34 6 24 16 16 6 35 29 55 6 26 7 33 9 28 37 8 14 17 45 33 25 16 15 45
split_gain=63.7485 78.155 63.0648 54.5693 113.263 42.5339 31.0127 25.6282 24.0972 22.4405 21.7625 21.7558 18.9677 17.6179 22.4394 17.1336 19.2369 17.0772 20.4691 19.9827 16.9765 15.1563 14.8704 12.924 11.6927 10.5617 10.5276 10.4969 9.80164 9.38063
threshold=0.0045335292816162118 0.036901134997606284 0.009677451569586994 0.0020204392494633798 6.054261029930786e-05 -1.4323611259460447 6.0548003602889373e-05 -1.36272257566452 0.059037040919065482 -0.0094353295862674696 -0.44310060143470759 -0.29889956116676325 0.39320808649063116 0.78174710273742687 1.0184692740440371 -1.0118052959442136 -0.040839007124304764 -0.29524216055870051 0.21952403336763385 0.18679834157228473 6.9865906238555917 0.089107710868120207 0.47881264984607702 -0.57959043979644764 -0.0028540578205138441 -0.34303189814090723 -0.15203773975372312 -0.00058247765991836775 0.13332522660493853 0.022397384047508243
left_child=7 2 5 10 -5 12 -7 15 17 13 -4 26 -2 14 -9 16 29 18 -3 -19 -15 23 -18 -10 28 -13 -11 -26 -17 -1
right_child=1 8 3 4 -6 6 -8 9 21 11 -12 25 -14 20 -16 24 22 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.828753029487559e-05 -0.0089069070257035195 -0.00011963310310439961 -0.0022990366113843771 -0.014719544487773788 -0.0037235260598291113 -0.00070675282818324144 0.0047754467139154233 0.0013725227320677675 -0.0056296378160846086 0.004768624220744421 0.0064103223401075441 -0.0028188821715913292 0.016658921953355645 0.0041479108324566335 -0.0046360910612078081 0.0040415575758853631 -0.014572153033088614 0.0057169904808019876 0.010883686072009808 -0.0020776760645164938 -0.047865557040271178 0.0010298439679109438 0.054750959787181128 -0.00078618860541632021 -0.0032031627404375128 0.003926314203622887 0.010671944067495007 0.012982160289148448 -0.059741517789771277 -0.011743007282407399
leaf_weight=1338.8312764167786 2346.8954553306103 7629.4403045848012 2152.5817826241255 3994.9546062797308 17743.361669935286 18254.44325415045 4471.9445439726114 22578.530171349645 2510.3041165545583 1951.7329925596714 1863.1318224966526 1191.125817745924 105.56198897957802 7819.0158488154411 2392.8360099345446 2043.1349745392799 734.27076694369316 7240.457251906395 637.70325940847397 1359.9241860061884 21.904664859175682 13896.623963043094 10.931738302111624 8124.4614271223545 2338.2040725648403 2512.7216978818178 2280.0377471894026 148.33239738643169 8.4212825745344144 289.37063314020634
leaf_count=5421 10398 31241 9082 23222 76967 77674 18858 91747 10510 8007 7736 4836 441 31791 9854 8274 3082 29430 2566 5615 93 56295 45 33658 9548 10245 9297 607 34 1173
internal_value=-7.21438e-05 -0.000976699 -0.00252427 -0.00457705 -0.00574432 -0.000424598 0.000371997 0.00168027 0.000927267 0.00224374 0.00174176 0.00505917 -0.00780647 0.00156284 0.000796758 -0.00164175 -0.00570376 0.0026439 0.000729131 0.00448447 0.0040026 -0.000253068 -0.0135552 -0.00192947 0.000482664 0.00175712 0.00794928 -0.00223764 0.00377974 -0.00211027
internal_weight=139991 92331.8 50932.9 25754 21738.3 25178.8 22726.4 47659.4 41398.9 40747.9 4015.71 7935.62 2452.46 32812.3 24971.4 6911.5 2373.4 16867.5 8267.14 8600.38 7840.92 24531.4 745.203 10634.8 4538.09 3703.85 4231.77 2486.54 2051.56 1628.2
internal_count=587747 393693 224378 117007 100189 107371 96532 194054 169315 165870 16818 32385 10839 133485 101601 28184 9721 68852 33807 35045 31884 100463 3127 44168 18463 15081 17304 10155 8308 6594

Tree=47
num_cat=0
split_feature=7 7 19 17 28 19 16 7 24 15 11 24 9 8 16 2 11 31 31 35 16 16 8 25 16 23 19 8 25 17
split_gain=56.5239 75.3208 56.3681 52.211 48.2215 32.4743 25.3855 27.6088 26.1063 23.6702 23.5977 21.7656 21.2386 21.0078 20.7547 19.2296 18.6603 18.6524 18.4998 18.318 17.4833 16.2126 10.9812 10.6714 10.6592 10.4414 14.3958 10.4101 7.85953 7.78327
threshold=0.007972906809300186 0.036901134997606284 0.026319999247789386 -0.49192175269126887 -0.0035241957521066065 -0.022847961634397503 -0.05880076810717582 -0.04316392354667186 -1.7245098352432249 0.0055798480752855548 -1.5886514782905576 0.78624063730239879 -0.0023670451482757922 0.092076551169157042 0.010630897246301176 -0.10643826797604559 -0.95885288715362538 -0.042974317446351044 0.5189962387084962 -1.4377207756042478 0.056459946557879455 0.0081968805752694624 0.041300604119896896 -0.804416924715042 -0.0012065350310876963 0.11360239237546922 0.015744289383292202 0.0021074865944683556 -1.1944781541824339 -0.73129472136497486
left_child=6 2 3 4 -2 -5 7 25 16 18 23 17 -12 27 -11 28 29 22 -10 -17 -19 -15 -3 -4 -18 26 -1 -13 -9 -8
right_child=1 11 10 5 -6 -7 8 15 9 14 12 13 -14 21 -16 19 24 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023921148857735017 -0.00020530178437799373 0.0053724201222692426 0.051656827491728272 -0.0093521655882535873 -0.0076692488343506719 -0.0010723284673027815 -0.013433698358371885 0.042761797445256808 0.0037375070891482866 -0.0007169995101343593 -0.0036399374219615631 0.006721630066769943 0.00710464287264315 0.026436964917597481 0.0067697821418632688 -0.012251834598070189 -0.012727066644811338 0.0048341724933085601 0.0094497124352756617 -0.0021591306775348772 0.0013024834848229775 0.00083745773429337654 -0.0012756050251428719 0.017727006822442958 0.0034659212337315799 0.017455202066101617 -0.0021144962606517983 -0.0042078833536357231 0.0085196533921925374 0.0099890933952128877
leaf_weight=12702.872233688831 4019.3730643391609 974.74468104541302 39.877687990665436 1758.2989166155457 12034.657083541155 26507.991731606424 59.186389535665512 25.04113581776619 13790.426172018051 6835.211480781436 939.32021939754486 320.00340814888477 2012.3623659908772 87.305754199624062 1588.4768114238977 677.04588332772255 765.02057233452797 8261.3382218927145 2303.2522484958172 8301.0374053418636 11919.120178066194 6328.4023756235838 7675.1851539611816 169.08088736236095 173.62058027088642 144.38814482092857 3062.1882450580597 5832.9489658549428 342.15337340533733 298.1889805495739
leaf_count=51243 16756 4018 163 9438 56104 114441 246 102 56296 27888 3937 1296 8530 351 6472 2829 3165 33737 9390 34456 48812 25631 31226 691 723 594 12353 24244 1392 1223
internal_value=-6.80654e-05 -0.000966854 -0.00257063 -0.0031135 -0.00580054 -0.00158737 0.0014962 0.000166298 0.00279733 0.00322872 0.00504179 0.000872529 0.00368537 -0.00117638 0.000694802 -0.00237898 -0.00536349 0.00176576 0.00455501 -0.00292023 0.00274826 0.00118582 -0.000526451 0.0242022 -0.00973185 0.00166141 0.00151676 -0.00363946 0.0108548 0.00610995
internal_weight=139948 88880 47481 44320.3 16054 28266.3 51068.1 25254.7 25813.4 24517.4 3160.64 41399 2951.68 12568.7 8423.69 9345.28 1296.02 28830.4 16093.7 8978.08 20180.5 6415.71 8649.93 208.959 938.641 15909.4 15765.1 6152.95 367.195 357.375
internal_count=587747 379375 210060 196739 72860 123879 208372 102969 105403 100046 13321 169315 12467 51522 34360 38779 5357 117793 65686 37285 82549 25982 35244 854 3888 64190 63596 25540 1494 1469

Tree=48
num_cat=0
split_feature=9 9 34 14 34 48 19 6 5 9 24 48 5 31 46 43 45 51 7 12 25 12 45 7 12 25 6 19 26 21
split_gain=51.0734 79.5258 64.8397 42.6312 46.9959 34.9284 29.3741 25.2535 20.71 15.659 13.9526 13.0658 11.2794 15.9594 12.6405 12.3382 12.1051 11.942 11.2691 11.0134 11.6238 10.3118 10.2461 9.93648 14.0205 9.92157 9.79508 8.36924 4.70145 8.36451
threshold=-0.021324904635548588 0.021101565100252632 1.5559740066528323 0.008640053682029249 -1.4323611259460447 1.1855819523334505 -0.022519317455589768 6.0522424973896711e-05 1.6042143106460574 0.3721353560686112 -2.1505675315856929 -2.2512876987457271 0.70510289072990429 0.49556037783622747 -0.0041784720961004487 4.4350991249084482 0.02913149539381266 -0.29735279083251948 0.44278691709041601 -0.19409818202257154 0.098546627908945097 -0.18348688632249829 0.045849537476897247 0.072512529790401473 -0.27747583389282221 0.67475450038909923 0.49724406003952032 -0.023051641881465908 0.255076214671135 -0.087034691125154481
left_child=12 2 3 4 -2 7 -5 -4 9 10 -3 25 13 14 16 23 -1 -16 -13 20 -15 -21 -7 27 -25 -10 -11 -14 -17 -30
right_child=1 8 5 6 -6 22 -8 -9 11 26 -12 18 15 19 17 28 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011928805787744176 -0.0077609396120757847 -0.0092558365244381473 -0.028352225983195728 -0.0097351425494340577 0.00040557881540030183 0.014390397248090535 -0.0029302751271781829 -0.011238398983341754 0.057543449468826863 0.0067760702928205546 0.0013936101123190646 -0.0037528581109660571 0.052687210433623941 0.0049200150671061676 0.012897259504797934 -0.015962570922599374 -0.0045505504327517455 0.0030727701536173392 0.0028612146817920854 -0.01049083694187122 0.01447060172549736 0.0038143711418601942 0.074930329913528521 -0.03870666053616912 0.00036850778327058138 -0.037041457794925035 -0.00013347732177775232 -0.013828063985153117 -0.0078507219385692949 -0.082620460022024694
leaf_weight=21512.539764866233 2690.9450049102306 433.91469815373421 387.78789079934359 2432.9138672202826 27736.001944378018 86.515817284584045 23902.124138481915 1328.0369489938021 20.747669711709026 3062.2459805160761 32842.603994578123 4365.4435805678368 6.759687975049018 1131.8678905814886 461.29276941716671 40.494850739836693 1358.0449905246496 6491.1310770511627 1128.5326855182648 184.53506894409657 729.50601476430893 3546.9249395877123 10.964772403240202 32.336444243788719 2778.0675410032272 4.7429949939250937 931.41745541989803 254.61382474005222 9.1847520321607607 12.029865488409994
leaf_count=87303 12336 1767 3307 12657 117665 363 103574 6565 88 12331 134138 17917 29 4618 1878 168 5535 26453 4554 751 2967 14424 46 132 11255 20 3768 1048 37 53
internal_value=-6.41713e-05 -0.000759328 -0.00217178 -0.00182093 -0.000316664 -0.0131545 -0.00355893 -0.0151062 0.0011742 0.0016737 0.00125474 -0.00219871 0.00176373 0.00206393 0.00152155 -0.00162917 0.000851838 0.00372462 -0.00239424 0.00495608 0.00866306 0.00310692 0.0212 -0.00110443 -8.10902e-05 0.0399442 0.0051646 -0.0121078 -0.0277497 -0.0502493
internal_weight=139914 101365 58575.3 56762 30426.9 1813.31 26335 1715.82 42789.6 37270.2 33276.5 5519.47 38549.3 35415.8 29823 3133.49 22870.6 6952.42 5493.98 5592.83 1861.37 3731.46 97.4806 3071.78 2810.4 25.4907 3993.66 261.374 61.7095 21.2146
internal_count=587747 431096 256513 246232 130001 10281 116231 9872 174583 152004 135905 22579 156651 143929 121169 12722 92838 28331 22471 22760 7585 15175 409 12464 11387 108 16099 1077 258 90

Tree=49
num_cat=0
split_feature=13 12 17 34 11 7 48 54 28 31 55 31 47 21 9 13 25 8 35 9 4 11 28 25 2 26 55 18 31 23
split_gain=46.7257 70.9448 39.5916 36.2285 35.7764 30.4304 27.4349 25.3683 30.5132 31.7716 25.3417 33.2985 25.2831 22.7301 22.4091 21.6617 21.6521 20.0202 19.0055 18.3181 16.1324 14.2003 13.8723 12.1083 11.7959 9.60416 10.7178 8.24188 7.87929 7.38077
threshold=0.009677451569586994 -0.28232361376285547 -0.61935451626777638 -1.4323611259460447 0.21551967412233355 -0.040839007124304764 -0.72379013895988453 0.36435024440288549 0.0054351778235286483 0.30216996371746069 -0.64477041363716114 -0.10053554549813269 0.76390226185321819 2.2328716516494755 0.3721353560686112 -0.74048772454261769 -1.5710468888282774 -0.0050364620983600608 0.60618585348129284 -0.0081288460642099363 -0.005590153392404317 1.1326072812080386 0.052227724343538291 0.48564966022968298 -0.0036390955792739983 1.5555832982063296 1.6921808123588564 -0.02029749937355518 -0.5035976469516753 -0.00034958211472257966
left_child=3 4 6 5 25 27 17 8 13 -10 22 -12 14 -5 -4 19 20 -3 -8 -7 -6 -14 -9 -18 -17 26 -2 -1 -29 -27
right_child=1 2 12 7 16 15 18 10 9 -11 11 -13 21 -15 -16 24 23 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.058402309728794177 -0.00048227267921991133 0.0038481854364683797 -0.0011096248601397633 0.00036955561972645752 0.04605856799860978 0.0014596499636656826 -3.1195190613786916e-05 0.015661267874079211 0.0015433390282982734 0.0081017800662986517 -0.0018733558106403768 0.012291981706297044 0.004214962124435887 0.014557485784639935 0.0055878684244791274 -0.0068947725789312965 -0.01776536789079573 -0.010249120642489605 -0.0051858519621556876 0.036804101045031443 -0.039671186366166004 0.00025890900044211925 -0.0024229385297737586 -0.0020513492617929003 -0.024795791821122671 -0.036922253266543262 0.041437689749252243 0.0054083306585617861 -0.0067133080491820502 0.028113715654901204
leaf_weight=9.5750466883182508 577.69668155163527 401.14691314101219 39853.128232114017 49418.855790533125 7.9689117297530165 263.08798952400684 5902.9408370405436 1042.5844962149858 7178.3780881762505 4006.2295994907618 1755.5272423774004 860.96781058609486 6186.1730135083199 396.21977531909943 1818.365224301815 3542.526548974216 886.27795441448689 2786.8816357627511 4306.3693083077669 63.331122562289238 185.5839830711484 6453.3780439049006 172.01936268806458 211.40792330354452 132.94742065668106 39.127996861934662 22.040852800011635 1170.8320040255785 222.0726143270731 7.190623700618743
leaf_count=39 3323 1679 168876 204397 39 1074 24910 4242 29371 16408 7219 3563 25224 1613 7318 15212 5020 13839 18039 262 1199 26378 705 1119 713 203 122 4713 894 34
internal_value=-6.0527e-05 -0.00114341 -0.000824885 0.00101327 -0.0122758 -0.0036278 -0.00369743 0.00140015 0.00110767 0.00389252 0.00605719 0.0027878 -0.000116292 0.000482404 -0.000817375 -0.00624869 -0.0179471 -0.00847527 -0.00220547 0.0083171 -0.0361415 0.00219512 0.0131001 -0.0147389 -0.00754228 -0.000940822 0.00105832 0.00385076 0.00347576 -0.0268259
internal_weight=139881 69645.7 67708.4 70235.2 1937.29 5404.37 13397.3 64830.8 60999.7 11184.6 3831.1 2616.5 54311 49815.1 41671.5 4001.89 1291.24 3188.03 10209.3 326.419 193.553 12639.6 1214.6 1097.69 3675.47 646.056 599.738 1402.48 1392.9 46.3186
internal_count=587747 297322 286263 290425 11059 22907 58467 267518 251789 45779 15729 10782 227796 206010 176194 17261 7377 15518 42949 1336 1238 51602 4947 6139 15925 3682 3445 5646 5607 237

Tree=50
num_cat=0
split_feature=34 6 6 17 20 22 6 23 1 6 17 7 23 7 34 7 0 21 25 8 6 46 17 25 45 7 23 18 1 0
split_gain=46.8212 61.4651 33.6462 46.1134 37.4892 36.812 46.855 122.016 22.1814 22.009 19.3665 18.0953 17.2491 17.2114 16.8355 15.6031 15.3114 16.8942 14.3844 14.2488 13.7178 13.0303 12.3017 12.0753 10.5745 10.153 7.20357 10.442 7.13809 5.90555
threshold=1.5559740066528323 6.0544911320903345e-05 0.99501240253448497 -0.9409729242324828 -0.030782723799347874 -0.42492534220218653 6.0548711189767353e-05 -0.0018641663482412694 0.0018785257125273349 0.24371179193258288 0.82732996344566356 0.030544045381248001 0.16060598939657214 0.0051615408156067142 1.5684004426002505 0.019999148324131969 -0.074551809579133974 -0.024927969090640541 0.11772051826119424 -0.11118129268288611 0.32004706561565405 -0.0069768454413861028 -0.88097131252288807 -0.98159673810005177 0.050698401406407363 0.036901134997606284 -0.00016818805306684223 0.060966584831476218 -0.0013754856190644202 -0.0011616217670962212
left_child=2 10 5 8 15 6 7 -1 13 -8 11 18 -6 -4 20 -5 19 -18 -2 -7 22 25 -3 -10 -22 -12 29 -28 -13 -16
right_child=1 14 3 4 12 16 9 -9 23 -11 21 28 -14 -15 26 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00021582717714844086 -0.031626575302518306 0.077431708662663065 -0.018109088160560744 -0.0061285060736112782 -0.0017725042749927398 -0.01134001943492312 0.0035632101176966669 -0.0069253555074309005 -0.02531369371695652 0.00037263114442613767 0.11887468719203537 -0.020863481656156597 0.011445217967199222 -0.053401576175671872 0.0058033526942323829 -0.026639729356679544 0.0030175458035201128 0.00051101572749962692 -0.01510165478786934 0.013751340648176347 -0.0097856727072699046 0.00040030727534312246 0.0001216018676508429 0.037273927977461291 0.012483548142741741 -0.001012032463331231 0.0088688535787582665 -0.024188006612505988 -0.0035937516954233925 -0.0097094983766280504
leaf_weight=39665.47585195303 431.35430407524109 7.2172706723213187 90.589450538158417 232.2670786678791 13642.759811490774 90.122456729412079 12324.18358643353 10542.379499197006 19.148146122694016 19330.705307245255 6.0963871479034406 120.6159550845623 352.56323671340942 102.55725646018982 153.10335275530815 290.66006325930357 20753.015931479633 17051.251600399613 318.94893407076597 626.17397905886173 1259.5657642260194 95.029032431542873 983.60980705916882 24.410059601068497 78.873918116092682 4.1213263720273972 740.08563295006752 34.828460961580276 269.38960503041744 193.24650181829929
leaf_count=162616 3167 31 549 1068 57196 361 50640 51433 107 80200 40 674 1459 611 626 1524 84607 70350 2083 2524 5466 588 4127 133 332 20 2993 141 1240 781
internal_value=1.76926e-05 -0.00577376 0.000218947 -0.00244022 -0.00201906 0.000544871 -0.000162857 -0.00128364 -0.0282718 0.00161482 -0.0170084 -0.0192435 -0.00143953 -0.0368487 -0.00171833 -0.0175293 0.00204892 0.001887 -0.0246019 0.0105944 -0.00457767 0.0072076 0.000684735 0.00976047 -0.00847335 0.0705182 0.00422155 0.00738312 -0.00893471 -0.00285207
internal_weight=139834 4696.09 135138 14755 14518.3 120383 81862.7 50207.9 236.705 31654.9 1245.56 1140.31 13995.3 193.147 3450.53 522.927 38520.6 37804.3 750.303 716.296 2329.27 105.247 990.827 43.5582 1338.44 10.2177 1121.26 774.914 390.006 346.35
internal_count=587687 22309 565378 62647 61247 502731 344889 214049 1400 130840 7812 7164 58655 1160 14497 2592 157842 154957 5250 2885 9956 648 4158 240 5798 60 4541 3134 1914 1407

Tree=51
num_cat=0
split_feature=48 9 9 11 12 14 9 6 28 5 12 31 7 8 45 33 0 0 17 51 9 9 26 33 11 8 5 24 17 5
split_gain=42.1116 28.9627 43.8805 51.2232 35.1341 27.8728 30.2569 26.9897 17.2463 15.7964 15.176 14.1727 13.8905 16.6274 13.1779 12.1258 11.9993 11.0337 10.4185 11.4546 11.1445 10.7851 10.2629 10.1906 10.0164 8.50288 16.6915 9.4828 8.19782 7.53581
threshold=-1.8694132566452024 -0.038937108591198914 0.047277063131332404 0.76549679040908825 -0.27248571813106531 0.0074464594945311555 0.0090745883062481898 0.99501240253448497 0.0073975927662104377 2.4104387760162358 -0.27652320265769953 0.72709330916404735 0.019038717262446884 0.025792459025979046 0.0099988719448447245 -0.38989636301994318 -0.0035486744018271561 0.010893693659454586 0.11926747858524324 -0.32669194042682642 0.024730357341468338 0.00046016398118808871 2.2667334079742436 -0.39059247076511378 -1.1389113068580625 0.032694483175873763 -0.49057036638259882 0.52129289507865917 0.64161425828933727 -1.3932268619537351
left_child=5 10 3 7 -5 18 12 -3 29 22 25 -11 28 -14 16 -10 -12 -16 20 23 21 -1 -4 -20 -21 27 -27 -2 -7 -8
right_child=1 2 9 4 -6 6 8 -9 15 11 14 -13 13 -15 17 -17 -18 -19 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0074710814177432593 0.019663932091538189 0.00020768884900215231 0.0020789810540558823 -0.012534897206825765 -0.0030185364053998591 -0.0065445665423873606 0.085754097298321147 -0.0041839301722044484 0.08954876655227352 0.0066239637706772036 0.0012067440136623341 -0.012456771394419816 -0.021547985867902481 -0.0084093605405694011 -0.0022682668959201468 0.015504008404398211 0.003865362148595218 0.0032758860459835989 -0.05172311200953323 0.024364567970581261 -0.054127076685376189 0.0035363584236885559 -0.0056851414371911404 0.021700488128434829 0.0041508852791457534 -0.066787464282654169 -0.01146359523580103 -0.057055305635060609 0.021021759054721825 -0.0056314508996294817
leaf_weight=727.39018126577139 45.190173983573914 54593.405082032084 27569.117668434978 1477.1458022743464 15750.279823802412 240.56409661471844 3.1716677993535987 5348.6470463126898 8.1572032719850522 187.07802620530128 11529.877598196268 491.57871614396572 875.09727024286985 543.56232459098101 4047.9971096366644 137.01288370788097 12122.825700670481 1807.4920905083418 20.840766280889515 110.5462414175272 14.888172715902327 539.79099028557539 605.65491650998592 9.6162373945116979 374.17048715054989 20.786067515611649 218.89513270556927 6.402942642569541 44.499543726444244 325.71472883224487
leaf_count=3553 183 230381 111746 6853 67221 1339 17 22969 40 762 46477 2000 6403 3441 16405 607 49293 7355 102 490 62 2763 2462 46 1780 84 893 27 236 1697
internal_value=1.64457e-05 0.000191627 -0.000265135 -0.000999081 -0.00383451 -0.00596931 -0.0104575 -0.000184177 0.00272637 0.00169783 0.00181673 -0.00719699 -0.0141258 -0.0165139 0.00194902 0.0196646 0.00256938 -0.000556879 -0.000530853 0.00655561 -0.00337841 -0.00278216 0.00191208 -0.028541 0.00876089 -0.0115845 -0.0162615 0.0101427 -0.00224136 -0.00475016
internal_weight=139797 135822 106023 77169.5 17227.4 3975.02 2177.78 59942.1 474.056 28853.4 29799.5 678.657 1703.72 1418.66 29508.2 145.17 23652.7 5855.49 1797.24 515.174 1282.07 1267.18 28174.8 30.457 484.717 291.274 239.681 51.5931 285.064 328.886
internal_count=587687 565111 444394 327424 74074 22576 13780 253350 2361 116970 120717 2762 11419 9844 119530 647 95770 23760 8796 2418 6378 6316 114208 148 2270 1187 977 210 1575 1714

Tree=52
num_cat=0
split_feature=12 11 17 28 17 21 28 6 25 6 13 11 5 6 7 28 51 5 45 28 46 18 6 6 2 24 6 16 13 19
split_gain=37.4883 37.4081 31.1963 29.9416 33.7161 30.1818 32.0422 28.8127 19.5737 28.0874 19.2819 16.8198 17.2784 14.4299 13.8654 12.9186 12.8558 11.6335 10.6683 10.6134 10.5139 10.0139 9.09434 16.1572 12.2412 9.9613 8.98359 11.1957 8.64019 7.86173
threshold=-0.28232361376285547 -0.013509941287338732 -0.42396923899650568 -0.2991290539503097 -0.9409729242324828 0.21774604171514514 0.041215280070900924 0.42046578228473669 -0.69580602645874012 -0.57723578810691822 -0.44290903210639948 -1.9310770034790037 1.368694067001343 -1.1885856986045835 0.027214235626161102 0.81207770109176647 0.0051739627961069354 -0.73069536685943592 0.056799653917551048 0.33812282979488378 -0.0037625050172209735 -0.019599792547523972 6.0541937273228548e-05 -1.2222816944122312 -0.0030210237018764015 1.7687134742736819 0.41035875678062445 0.01488033961504698 0.019749825820326809 -0.021598240360617634
left_child=1 22 3 4 13 6 -5 -7 9 20 15 17 -13 -2 -11 18 19 -12 -4 -10 -3 -6 23 24 -1 -25 29 -28 -18 -24
right_child=2 8 10 5 21 7 -8 -9 16 14 11 12 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 26 25 -26 -27 27 -29 -30 -31
leaf_value=0.0065468720960680247 0.051078987909552717 -0.025277226070449021 0.0051185422052705239 -0.001546976870617381 -0.032680343581429225 -0.0026873596913877273 0.002469820998850417 -0.016053365885559848 -0.0083850485233667466 -0.029391403770181408 -0.0059405719902999024 0.001066899172305417 -0.0019565319954562206 0.01822224869976892 -0.0095959326606323975 0.052872881443489859 0.092853637722073654 -0.033359838000876912 -0.014197609308849444 0.058462471332787341 0.023044739972494833 0.0038132792029656861 0.013500158522812162 -0.0057328742535750757 0.068794476450826661 -0.068712719717719944 -0.0071526835120400752 0.029081372301616167 0.010877643348592123 0.090093627702377929
leaf_weight=329.11630965769291 62.408821120858192 20.474418073892593 3946.1649494767189 41882.759507037699 26.561587959527969 1512.0742748901248 8279.5888504236937 892.96102587878704 1034.525564186275 453.54654377698898 699.59230117499828 69492.022883176804 7267.8517247289419 182.85510177910328 169.08958879113197 19.415721505880356 7.0347374677658108 58.357784986495972 102.10626216232777 8.3343379497528058 66.850085407495499 1794.5625770837069 238.32627150416374 965.55674812942743 11.377393230795859 8.8219988569617254 187.22239263355732 35.277247831225395 12.303069666028021 4.7579895704984656
leaf_count=1435 306 89 16034 178119 107 6304 33587 4412 5627 2849 2847 288371 30249 860 855 78 29 237 414 34 307 7195 1066 5074 49 46 871 161 54 21
internal_value=1.53553e-05 -0.00596787 0.000171399 -0.00091969 0.00604675 -0.00119354 -0.000883981 -0.00765 -0.0120363 -0.0196207 0.000902046 0.000694271 0.000780632 0.0265828 -0.0240155 0.00486161 -0.00696694 -0.0080517 0.00463135 -0.00785082 0.011715 0.00328101 7.22626e-05 -0.0024369 0.00862684 -0.00630309 0.00715848 -0.00140779 0.040699 0.0149994
internal_weight=139772 3552.61 136219 54633.8 2066.39 52567.4 50162.3 2405.04 1772.16 709.961 81585.5 77517.8 76759.9 245.264 622.636 4067.69 1062.2 757.95 4048.27 1042.86 87.3245 1821.12 1780.46 1314.87 340.494 974.379 465.584 222.5 19.3378 243.084
internal_count=587687 18567 569120 230890 8468 222422 211706 10716 9844 4100 338230 321704 318620 1166 3704 16526 5744 3084 16448 5661 396 7302 8723 6604 1484 5120 2119 1032 83 1087

Tree=53
num_cat=0
split_feature=47 9 1 17 13 29 8 33 23 33 6 55 24 25 51 55 28 6 9 29 9 33 46 21 23 7 33 4 11 33
split_gain=33.9057 27.9696 31.9195 26.8506 25.9 22.6185 26.2225 28.3467 22.3312 19.6365 16.6623 15.8224 19.9495 14.607 13.9262 13.9031 13.8731 13.3233 12.3899 14.5188 12.3418 11.1584 10.4451 10.236 9.94124 8.98522 13.0129 12.3499 8.08734 1.91189
threshold=-1.256108224391937 0.034104272723197944 -0.0026376470923423763 0.13049447536468509 -0.32953470945358271 -0.025938565842807289 -0.055962797254323952 -0.13167087733745572 0.11360239237546922 -0.30901883542537684 6.0529777329065844e-05 1.4177085757255556 -2.9483865499496456 0.088148966431617751 -0.31901425123214716 -0.12686726450920102 1.3233730196952822 0.12591263651847842 1.8047060370445254 -0.21394111216068265 -0.069276109337806688 0.16549905389547351 0.028758130967617038 -0.18490891158580777 -0.036138864234089844 0.01740842126309872 0.94553056359291088 -0.10667189210653304 1.0648040175437929 -0.37663476169109339
left_child=1 2 20 10 11 6 16 -8 9 -7 -4 25 17 -5 28 -10 -6 -13 19 -16 22 -20 -1 -22 -14 27 -27 -2 -3 -30
right_child=4 14 3 13 5 8 7 -9 15 -11 -12 12 24 -15 18 -17 -18 -19 21 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0042090870714907259 0.0061477165622286839 0.0047987167037724576 -0.01424103230237222 -0.005715399185370445 0.0031518450904284854 0.0010118754212248473 -0.00051523220217097627 0.0022668164833138929 0.017651294394909256 -0.002661246342136484 -0.0066541811903509003 0.020994059981661782 -0.00030540729879407737 0.0057804654207087511 0.012407238092137762 0.0015596888171221413 -0.008500624164399442 0.067517108365464748 0.045551164450037096 0.00047083518535348415 -0.0040339382853287744 -0.039636474933976047 0.055860773381117029 0.0030139915266382583 0.011343799326879433 0.0058670511283670963 -0.0054231751576558976 -0.00088125454705984918 -0.04998853028257301 -0.098917859998944369
leaf_weight=1132.533132776618 1125.0965994596481 6.307467699050906 1542.7151594646275 809.65834878012538 13758.846439093351 6831.9062110185623 59453.000056296587 16229.206094861031 330.07303501665592 19604.833159908652 2905.3836210146546 77.785567283630371 397.10501275956631 733.1515925899148 451.11379759013653 430.89953306317329 365.10429771244526 29.575189113616943 39.609930276870728 1660.1083439588547 2722.0041903406382 6.1887579560279837 13.794424563646315 973.9897807687521 712.63709953427315 3157.4500581026077 400.43281465768814 3839.6167410612106 4.7814548164606103 6.6407905668020222
leaf_count=4578 4555 27 9878 4326 55544 28008 248623 67466 1363 81627 14394 315 1607 3647 1847 1782 1520 120 159 6802 12171 25 56 4090 2902 12966 1630 15611 20 28
internal_value=1.43689e-05 -0.00285422 -0.00408001 -0.00695927 0.000308779 6.54397e-05 0.000516876 8.13471e-05 -0.00142519 -0.00171202 -0.0092855 0.00323203 0.00952475 -0.000252502 0.00325189 0.00853945 0.00285063 0.03381 0.00367993 0.00302134 -0.000517789 0.0340398 0.00483064 -0.00217663 0.0071753 0.00233337 0.00459636 0.000711641 -0.0488244 -0.0784356
internal_weight=139752 13008 10833.2 5990.91 126744 117004 89806.2 75682.2 27197.7 26436.7 4448.1 9739.7 1217.1 1542.81 2174.75 760.973 14124 107.361 2157.02 2111.22 4842.32 45.7987 1146.33 3695.99 1109.74 8522.6 3557.88 4964.71 17.7297 11.4222
internal_count=587687 62048 53140 32245 525639 485933 373153 316089 112780 109635 24272 39706 4944 7973 8908 3145 57064 435 8833 8649 20895 184 4634 16261 4509 34762 14596 20166 75 48

Tree=54
num_cat=0
split_feature=34 6 6 27 22 6 6 6 21 55 45 34 33 7 26 14 21 25 25 6 13 16 48 9 24 20 7 55 9 2
split_gain=37.1787 50.4424 28.2694 28.3366 27.2995 35.4343 97.8191 22.42 21.2362 21.1458 16.7458 14.0858 15.3077 13.9662 13.512 13.4986 13.7031 13.3215 11.9897 11.5392 10.1778 9.69769 8.62217 7.66935 7.65801 7.59135 7.21951 10.6596 9.96176 6.5911
threshold=1.5559740066528323 6.0544911320903345e-05 1.2513199448585512 0.0011375779868103566 -0.42492534220218653 6.0548711189767353e-05 1.0000000180025095e-35 0.32004706561565405 3.1571753025054936 1.4177085757255556 0.11549493297934534 1.5684004426002505 -0.38687506318092341 0.030544045381248001 -1.3190745711326597 -0.62155407667160023 -0.024927969090640541 0.11772051826119424 -0.9972856044769286 0.32004706561565405 0.0055438473355025062 0.046036126092076309 1.1855819523334505 -0.043812487274408334 0.055584650486707694 -0.017052743583917614 0.04009512439370156 -1.4627833962440489 0.050703926011919982 0.011307211592793466
left_child=2 13 4 18 5 6 -1 -7 10 -10 -5 12 14 17 -3 22 -17 24 -4 -14 -20 -19 -6 29 -2 -25 27 -15 -28 -13
right_child=1 11 3 8 15 7 -8 -9 9 -11 -12 23 19 26 -16 16 -18 21 20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.00016724677613225939 -0.034343580062404566 0.020115951322112559 -0.030211689031138415 -0.0020348749257006484 0.0053014443689227411 0.0029870867163936513 -0.0062463402164017693 -4.5890736525955523e-05 -0.03477364105429382 0.0065373861952760627 0.013864332183982307 0.076134995432650801 0.0026249966208549743 0.050499296956722409 -0.022907936701729633 0.0025204286394656188 0.00031214449450951888 -0.0047355032379814057 0.014998594275124287 -0.006270006556344917 -0.013633130905348562 -0.026578410246192109 0.017870163913526711 -0.0024244277222247052 -0.019051716488664317 0.0074819025617803327 -0.024720319584826712 -0.0031285956698747161 0.0045188098227518566 0.0031644593604994633
leaf_weight=39689.101636692882 227.19514996185899 28.720229849219322 142.420210942626 8940.1110529005527 786.48244346678257 15139.72948859632 10459.577182658017 19298.627695173025 131.80992348492146 64.110388413071632 236.70536871254444 9.4383825808763522 885.93115337193012 13.684920251369475 220.45576345175505 21556.835899889469 17907.39709970355 238.14444655925035 48.323026522994041 1189.0576518177986 409.07318897545338 100.6610906124115 250.5098619312048 465.41570210456848 228.80475417897105 638.95764924585819 128.78895612061024 225.57341423630714 59.208613961935043 7.9285020679235449
leaf_count=162733 1710 125 719 37739 3179 62198 51316 80375 741 288 979 38 3718 70 1000 87910 74092 1646 208 5113 1894 601 1007 1881 1744 2590 612 1187 242 32
internal_value=1.34437e-05 -0.0051633 0.000192362 -0.00283073 0.000433375 -0.000169744 -0.00117044 0.00128746 -0.00203512 -0.0212556 -0.00162477 -0.00151088 -0.0041315 -0.0154622 -0.017949 0.00169299 0.00151839 -0.0200866 -0.0152629 -0.00247222 -0.0106082 -0.0112252 0.00833771 0.00391885 -0.0266707 0.00330708 -0.00685959 -6.12274e-05 -0.0155116 0.0428218
internal_weight=139729 4667.97 135061 9972.55 125088 84587 50148.7 34438.4 9372.74 195.92 9176.82 3445.91 2324.16 1222.06 249.176 40501.2 39464.2 794.805 599.816 2074.99 457.396 338.806 1036.99 1121.74 456 1104.37 427.256 239.258 187.998 17.3669
internal_count=587687 22309 565378 42568 522810 356622 214049 142573 39747 1029 38718 14497 9956 7812 1125 166188 162002 5701 2821 8831 2102 2247 4186 4541 3454 4471 2111 1257 854 70

Tree=55
num_cat=0
split_feature=48 9 9 6 6 21 14 9 55 7 20 35 29 25 51 37 55 33 55 25 21 50 7 33 46 9 50 2 35
split_gain=33.919 29.3735 31.0168 36.1554 39.3358 37.9944 20.1235 27.0706 15.0008 14.749 13.7264 13.1453 11.0261 11.0007 10.7771 11.3973 17.7398 17.2764 9.90559 9.86226 9.77428 14.1492 10.0401 9.69472 10.3598 9.32841 8.21008 7.36457 7.27863
threshold=-1.8694132566452024 0.19367239624261859 -0.021324904635548588 0.4528979361057282 6.0548711189767353e-05 2.2328716516494755 0.0074464594945311555 0.0090745883062481898 1.170742988586426 0.01824932545423508 -0.032501945272088044 -1.4077005386352537 0.077078320086002364 -0.64558011293411244 -0.24723241478204724 1.5880025029182436 1.0468322038650515 1.04308158159256 0.41874113678932195 -1.6374416947364805 -0.18645752966403958 0.16208616644144061 0.13468982279300692 -0.22310229390859601 -0.0085724228993058187 0.31269833445549017 0.3258399516344071 -0.0043135173618793479 1.5154304504394533
left_child=6 2 8 4 -4 -5 20 9 19 18 -9 -10 -12 -11 23 17 -17 -16 -8 -2 22 27 28 25 -25 -3 -23 -22 -1
right_child=1 14 3 5 -6 -7 7 10 11 13 12 -13 -14 -15 15 16 -18 -19 -20 -21 21 26 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0036876884732074734 -0.0037573402732327542 0.010406603668468047 -0.00089495862673905839 -0.002356126360152646 0.0023897035987512309 -0.018380464331165681 -0.0097929735214923232 0.12278129974840273 -0.00540427711422073 -0.021614763900511088 0.0059700414477546317 0.0050917693375582135 -0.0205314119075223 -0.010967389981305281 0.0023339010431880532 0.0066074852845868053 0.038951107426872807 -0.01115988891962098 0.014165046525122276 0.0010494804742614107 -0.011243712679658239 0.067680723907638407 0.075698344180993846 -0.038836942427570888 0.018129514240912692 0.00034025737217846963 0.015091352044005498 0.016265314801181385 0.073086828784230451
leaf_weight=1390.0253981351852 1559.5749951452017 618.51192192733288 46605.879967659712 22628.046831250191 17440.815700754523 527.06429229676723 139.31270014494658 3.3190032541751853 454.07580487430096 555.58190341293812 402.24986235797405 4871.5149092823267 63.241326831281185 861.64862415194511 7701.6912688314915 536.81829865276814 66.323620498180389 345.08475351333618 105.61680528521538 31415.725236535072 139.60258302092552 10.896610379219053 5.601384609937667 11.489168286323546 339.03311175107956 664.99332459270954 200.03468631207943 44.731422483921051 4.3118614405393592
leaf_count=7004 6370 2486 198076 95385 72050 2613 784 23 1840 4220 2013 19743 299 5804 31021 2223 289 1414 556 127621 601 48 23 46 1361 2668 886 213 19
internal_value=-1.60675e-05 0.000140252 -0.00010815 -0.000722854 -4.98922e-07 -0.00272088 -0.00542236 -0.00929929 0.00129138 -0.0128309 0.00322204 0.00419685 0.00236957 -0.0151414 0.00317169 0.00234156 0.0101641 0.00175522 0.000538038 0.000822141 -0.000820309 0.00737278 -0.00313358 0.00756608 0.0162623 0.00519116 0.0178081 -0.00456823 -0.00345027
internal_weight=139713 135787 125503 87201.8 64046.7 23155.1 3926.17 2130.97 38300.9 1662.16 468.81 5325.59 465.491 1417.23 10283.9 8649.92 603.142 8046.78 244.93 32975.3 1795.2 395.265 1399.94 1634.03 350.522 1283.51 210.931 184.334 1394.34
internal_count=587699 565206 523698 368124 270126 97998 22493 13699 155574 11364 2335 21583 2312 10024 41508 34947 2512 32435 1340 133991 8794 1748 7046 6561 1407 5154 934 814 7023

Tree=56
num_cat=0
split_feature=48 18 9 9 6 2 2 9 15 14 50 45 29 25 25 33 12 23 31 6 9 19 45 28 31 27 26 27 11
split_gain=30.664 27.996 28.1906 59.5597 45.5701 21.8812 16.8859 17.5453 14.5874 19.4344 13.9054 13.3731 13.1569 12.0915 13.9406 11.0301 10.9846 10.9692 11.2599 10.7062 10.3459 9.41838 27.1301 8.94496 15.0642 13.0065 7.97135 7.26332 1.92877
threshold=-2.2512876987457271 0.046438999474048621 0.021101565100252632 -0.01001367252320051 0.50866615772247326 -0.0032923403196036811 -0.0034894073614850636 0.19367239624261859 0.093586795032024397 0.10835094004869462 1.0000000180025095e-35 0.02913149539381266 -0.011396436486393212 -1.2142080068588255 -1.1735204458236692 -0.23649030923843381 -0.072151027619838701 0.011711655184626581 -0.36626930534839625 2.2011795043945317 -0.5283193290233611 -0.019566827453672882 0.0034248109441250567 -0.14840042591094968 -1.3808178305625913 -0.037712456658482545 1.0544430613517763 0.0096013881266117113 -0.73871195316314686
left_child=5 2 3 11 -5 19 12 -8 13 15 23 -2 -4 27 -15 -10 -11 18 -12 21 -19 22 -1 24 -3 -25 -23 -7 -21
right_child=1 10 6 4 -6 8 7 -9 9 16 17 -13 -14 14 -16 -17 -18 20 -20 28 -22 26 -24 25 -26 -27 -28 -29 -30
leaf_value=0.0077319421194960714 0.0010641928415659435 -0.058076672012089457 0.0046516688968688703 -0.0011340971171978241 -0.0054857354390274978 -0.031971537495502821 -0.0002762277732039917 0.002973590049056442 0.062994464206551096 -0.038596039495309944 0.0080803004000370316 -0.0035439610845319426 -0.00036662645945331578 0.10279392877896044 -0.013171064854599858 0.0001855942677186821 0.0062041292871653133 0.032409292564868263 -0.00024168358910926427 -0.032794596614713824 0.0091338420443314756 -0.01176929168625898 0.15380984642812059 0.0087364274300346656 -0.005775365989831545 -0.0011630545143280564 0.0098077744977171054 0.02005946494498996 -0.082146886381380652
leaf_weight=258.77885757386684 43175.655119925737 21.223475739359856 7069.9035978019238 34684.773741230369 11044.089267358184 182.9512452185154 23544.277734160423 7665.7815818041563 25.077910348773003 31.326847717165947 1070.8614895492792 2309.4655744731426 2448.4567424207926 3.6282599046826354 663.64847084134817 15.9060872644186 48.619183376431465 69.861046239733696 1200.3517203181982 5.744443342089653 1372.5651251077652 197.9078224003315 4.5027523040771475 644.42409244179726 198.14471048116684 1632.0216949731112 85.284405842423439 9.8417150005698186 5.2997486740350706
leaf_count=1342 176369 85 28658 152028 48228 1621 96654 30959 146 195 4356 9476 9921 24 4747 107 257 281 4909 28 5676 957 23 2635 794 6730 407 59 27
internal_value=-1.52253e-05 7.70225e-05 -0.000105181 -0.000681456 -0.00218507 -0.00829866 0.00118543 0.000521989 -0.013603 0.00558397 0.00394859 0.000830218 0.00336079 -0.0163008 -0.0125405 0.038618 -0.0113508 0.00623747 0.00368207 0.00103477 0.0102611 0.00219708 0.0102302 0.000542864 -0.0108354 0.00163932 -0.00527128 -0.0293155 -0.0564772
internal_weight=139690 138152 131942 91214 45728.9 1538.52 40728.4 31210.1 981 120.93 6209.45 45485.1 9518.36 860.07 667.277 40.984 79.946 3713.64 2271.21 557.518 1442.43 546.474 263.282 2495.81 219.368 2276.45 283.192 192.793 11.0442
internal_count=587699 577759 552293 386101 200256 9940 166192 127613 7156 705 25466 185845 38579 6451 4771 253 452 15222 9265 2784 5957 2729 1365 10244 879 9365 1364 1680 55

Tree=57
num_cat=0
split_feature=47 21 6 21 2 2 34 28 14 33 53 26 20 7 50 26 19 34 16 2 7 6 16 9 51 17 47 17 1 33
split_gain=28.5342 35.384 46.4258 40.2989 37.0679 73.4376 29.9071 23.3933 21.2005 21.1606 19.7697 18.6031 17.9482 20.6411 20.1546 21.7948 17.6774 14.7734 15.1774 12.7259 11.7943 12.4079 11.8722 11.3759 10.9436 10.7047 10.63 10.2173 9.80516 10.9509
threshold=1.0000000180025095e-35 -0.20624444633722303 0.4528979361057282 1.6111459732055666 -0.0032923403196036811 -0.0032852033618837591 -1.4177638888359068 0.018866457976400856 0.008640053682029249 1.1485999226570132 6.3087003231048593 -0.79570785164833058 0.032806342467665679 -0.077107463032007204 -0.15011000633239743 1.4902756810188296 -0.021598240360617634 -1.3174206018447874 0.087872464209795012 -0.0045930149499326936 -0.11225515976548193 -0.69944152235984791 -1.5408351421356199 -0.72869816422462452 0.93158945441246044 0.66478005051612865 -1.256108224391937 -0.74111345410346974 -0.076856710016727434 -0.34201321005821222
left_child=1 4 17 7 6 8 19 -4 -6 -7 -5 -8 13 28 15 -15 -16 26 -19 -1 21 25 24 -23 -22 -14 -3 -24 29 -2
right_child=12 2 3 10 5 9 11 -9 -10 -11 -12 -13 20 14 16 -17 -18 18 -20 -21 22 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0078851758688916751 0.048773183958453675 0.0030586867398303707 -0.0086130924201471819 -0.022841555059713064 -0.0055051464529851553 -0.0021074685705439826 -0.0024134232995162478 9.5229576214510519e-05 -0.013640728100529725 0.009396162684522192 0.037155955824597992 0.001630754556324013 -0.01038401501263502 0.0026727102642057909 -0.0045209523795815823 -0.0072169730188653908 -0.00019256348430539855 0.0039814229532615531 -0.0012954270086408925 0.0085248725248548412 0.06819514840751574 0.014293276731238166 0.012775885265044272 -0.0021512826511519405 0.016209840672755601 -0.053283296173061774 -0.0080377339140619581 0.0037824668438304924 0.002826924211107053 0.0091389907702422463
leaf_weight=2029.2029020935297 32.653281584382057 511.30452825129032 1385.1797189712524 429.10079015791416 1989.032310962677 21153.457540310919 5220.7406757548451 4777.0149887949228 2537.3808452822268 571.66574591398239 20.009269192814827 16388.112795934081 123.74645936489105 12490.273436531425 3640.889236420393 827.05896073579788 33555.824780091643 13297.306642044336 2213.1623702123761 179.01524537801743 15.815059080719946 180.58334170281887 492.3371387720108 774.37806828320026 129.70163971185684 24.209010392427444 728.97458180785179 4115.7353900521994 9738.2517261058092 94.486199975013733
leaf_count=8957 131 2171 6248 2122 9469 91646 22043 19722 14307 2342 99 69044 496 51485 15091 3422 137618 55147 9118 954 65 725 2042 3117 527 97 2990 16852 39273 379
internal_value=-1.44428e-05 -0.000815376 0.00108065 -0.00310584 -0.00170006 -0.00322916 -1.46705e-05 -0.00186229 -0.0100657 -0.00180477 -0.0201685 0.000653673 0.00087349 0.000571014 8.89279e-05 0.00205852 -0.000616235 0.002733 0.00322848 -0.00655485 0.00399196 -0.00150483 0.00526731 0.000958386 0.0218597 -0.0174034 -0.00346324 0.00474334 0.00303945 0.0193183
internal_weight=139667 73430.7 23362.1 6611.3 50068.6 26251.5 23817.1 6162.19 4526.41 21725.1 449.11 21608.9 66235.9 60379.4 50514 13317.3 37196.7 16750.7 15510.5 2208.22 5856.51 1102.92 4753.59 954.961 145.517 147.955 1240.28 4608.07 9865.39 127.139
internal_count=587699 316379 97617 28191 218762 117764 100998 25970 23776 93988 2221 91087 271320 247399 207616 54907 152709 69426 64265 9911 23921 4435 19486 3842 592 593 5161 18894 39783 510

Tree=58
num_cat=0
split_feature=29 17 28 17 21 28 51 3 25 11 46 24 0 2 9 51 5 26 34 28 0 28 28 34 0 17 52 51 7 15
split_gain=25.9547 24.3974 26.3315 34.7446 27.7605 28.468 25.2231 23.7762 20.6244 20.9937 19.5088 18.7446 17.3357 22.1688 18.19 17.0644 17.0516 15.5455 14.302 18.0469 14.6406 13.6961 11.7531 10.0574 10.8671 9.57312 9.14353 8.44732 8.42889 9.57776
threshold=-0.24698347598314283 -0.41982804238796229 -0.33260795474052424 -0.88097131252288807 0.1610631197690964 0.85854277014732372 0.8782041370868684 -0.004409077111631631 -0.73594906926155079 -0.56449395418167103 -0.0033969372743740673 0.78624063730239879 0.021016929298639301 0.021559929475188259 -0.06639490649104117 -0.28227502107620234 1.368694067001343 0.70929089188575756 -1.4177638888359068 -0.04837903939187526 -0.026197682134807106 -0.023014502599835392 -0.021355322562158104 -0.86975833773612965 -0.0025101923383772369 1.8765831589698794 -0.44686928391456598 2.5643361806869511 -0.053428636863827698 -0.01617440581321716
left_child=7 2 3 17 6 -6 -4 22 9 26 11 -10 18 14 -14 -5 -12 -2 19 -3 -20 -11 23 25 -25 -1 -9 -15 -24 -30
right_child=1 12 4 15 5 -7 -8 8 10 21 16 -13 13 27 -16 -17 -18 -19 20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.012331772355998053 0.016943586718318533 0.004882787603408224 -0.0010448932959807088 0.023672296187742518 -0.00540111251415956 -0.030564344619031524 0.0051762285679032927 0.017492829960866593 0.01010597774092999 0.0061866558467852583 -0.004925081064413952 -0.012729826875211485 0.0029985912689095401 0.0011939427846368348 -0.0082796107146128773 0.0012859477979422663 -0.021035520072421605 0.049640001439597459 0.0044528543619845066 -0.005389012286276299 0.00099438823244815027 -0.018315296860250782 0.024787489937803515 -0.0063949364905093271 0.017262753079653057 -0.056947054308455619 0.10058149852933058 0.017317956241319789 -0.018986338464951093 0.0024931994322503685
leaf_weight=261.16096703708172 158.45000283420086 793.16025303304195 47254.527825880796 128.58683587610722 2391.4111746102571 167.46434742212296 2383.0461162030697 29.793706431984901 500.42580405622721 87.584348171949387 1424.4455879852176 166.84387848526239 635.17338036000729 1953.8559169769287 2301.7460853308439 1515.5745429098606 272.43314258009195 74.379656165838242 4551.5784367322922 2388.0874947160482 66708.333539105952 851.38431199640036 56.655349925160408 256.36776278913021 91.787353008985519 17.888031855225563 5.4543771296739569 120.05325068533421 74.944727569818497 2019.7495641857386
leaf_count=1062 761 3183 199589 515 10502 905 9801 148 2417 358 7011 938 2573 8124 9719 6077 1450 361 18501 10329 276259 5098 231 1045 374 73 26 491 314 9464
internal_value=-1.37034e-05 0.000158458 -0.000808265 0.00605747 -0.00105516 -0.00704791 -0.000746224 -0.00377179 -0.00712762 -0.0143518 -0.00415071 0.00439612 0.00081639 -0.00254271 -0.00584045 0.00303674 -0.00751161 0.0273888 0.0010425 -0.00282801 0.00121529 -0.0160298 0.000260155 -0.00684658 -0.000157841 -0.0151918 0.0303502 0.00212732 0.00233205 0.0017247
internal_weight=139642 133525 54073.4 1876.99 52196.4 2558.88 49637.6 6116.92 3338.37 974.217 2364.15 667.27 79452 5010.83 2936.92 1644.16 1696.88 232.83 74441.2 3181.25 71259.9 938.969 2778.55 627.204 348.155 279.049 35.2481 2073.91 2151.35 2094.69
internal_count=587699 557690 228511 7714 220797 11407 209390 30009 17446 5630 11816 3355 329179 20907 12292 6592 8461 1122 308272 13512 294760 5456 12563 2554 1419 1135 174 8615 10009 9778

Tree=59
num_leaves=27
num_cat=0
split_feature=9 3 3 34 31 45 3 46 29 17 6 46 6 23 37 17 24 34 24 2 51 35 23 19 23 19
split_gain=25.2627 38.6509 39.0868 24.7326 24.4218 24.785 23.967 22.8002 21.2199 22.51 18.9308 18.7732 11.8408 11.2435 11.0716 10.8702 8.34105 13.6843 8.19683 8.14736 7.94127 11.0777 8.18748 6.56789 6.40028 3.35495
threshold=0.093192353844642653 -0.004409077111631631 -0.0043968558311462394 1.4347360134124758 0.028885392472147945 -0.04325823858380317 -0.011371825356036423 -0.0041784720961004487 -0.24698347598314283 -0.78042274713516224 0.49724406003952032 -0.0032662618905305858 6.0548003602889373e-05 -0.0015040780999697743 9.6485533714294451 -0.27241116762161249 -2.9483865499496456 -0.96569448709487904 -2.3852913379669185 -0.0002869825111702084 -0.303064614534378 1.6185999512672427 0.072871152311563506 -0.017784757539629933 -0.019264581613242623 -0.02049455605447292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 18 13 -7 11 -10 -3 -4 -8 -6 16 25 17 -2 -1 -17 21 -18 -22 -19 -5 -16
right_child=14 2 8 24 6 7 12 -9 9 -11 -12 -13 -14 -15 15 19 20 23 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.01751120429089317 0.069476822021266926 -0.0037488926319131683 0.0015993844775373462 0.08922431674721952 -0.0017569338364458575 -0.0013098048129553232 0.0020656911171554704 0.0014931598851270662 -0.0059442880908963632 -0.00040048879317021782 -0.012689541892269111 -0.0096929994920772408 0.0057982216341520556 0.0025682683734835777 0.1192878123827302 0.06598020545621161 0.011673848817115338 -0.00057279858287258441 0.0051672114501832766 -0.027815168964981624 0.0016171914649389357 -0.056920877093779187 0.0090003558781186627 -0.046487215279609535 -0.030873013071242732 0.055972085630726504
leaf_weight=211.6903619915247 5.2240990549325934 3493.7074884101748 727.23261614143848 1.5601836666464795 5294.4300952702761 31180.49122209847 5644.275985121727 14943.466305442154 2712.7072198987007 42391.117261279374 1079.0042132139206 1735.3668419457972 6217.5773870199919 3459.0207639038563 4.8364227712154388 4.9661584645509729 391.63770297169685 16.354582354426384 1622.4053036421537 9.1880235671997035 17735.483399122953 8.3706119358539564 538.72203135490417 32.192642971873283 155.37775707244873 7.3258422017097491
leaf_count=856 21 16755 3584 9 22047 128860 23994 63183 12222 178707 4903 8620 25792 14271 21 20 1578 66 6585 37 71633 34 2238 130 1501 32
internal_value=-1.29682e-05 -0.000325579 -0.00153372 -0.00664899 0.000595783 -0.000134224 0.00229402 -0.000401687 -0.00102509 -0.000733913 -0.00585858 -0.00635823 0.00402216 -4.77834e-05 0.00200178 0.0402437 0.00194804 -0.0212559 0.00659195 0.00509402 0.00201485 0.0102384 0.00183485 -0.0310196 -0.0296791 0.0811501
internal_weight=139624 120869 52296.1 4729.65 68573.4 47958.1 20615.3 46124 47566.4 45103.8 4572.71 2462.6 11861.9 8753.45 18754.3 26.3164 18728 53.7713 1834.1 14.1542 18674.2 400.008 18274.2 48.5472 156.938 12.1623
internal_count=587699 511889 226301 23168 285588 199484 86104 192043 203133 190929 21658 12204 49786 36318 75810 110 75700 217 7441 57 75483 1612 73871 196 1510 53

Tree=60
num_cat=0
split_feature=9 9 34 45 48 34 7 7 3 51 33 45 23 29 55 8 11 26 12 16 34 1 33 2 26 55 55 23 3 31
split_gain=32.3981 46.2379 35.7611 34.0654 29.1663 24.7208 17.1789 16.5389 15.6562 14.5058 25.8595 18.0096 17.9464 14.2431 13.6167 12.1657 11.56 11.2005 15.2564 12.9425 16.339 12.9034 10.4247 9.55704 7.57143 11.5663 5.65842 5.79923 5.01412 2.32423
threshold=0.021101565100252632 -0.015257265418767927 1.5559740066528323 -0.076726187020540224 0.80370745062828075 -1.4323611259460447 0.034113978967070586 0.060109028592705734 -0.028052153997123238 -0.15151372551918027 0.18418574333190921 -0.0046077333390712729 0.00080049198004417132 -0.11960961669683455 1.1442640423774721 0.030634233728051189 0.41451884806156164 1.8712126612663271 -0.19409818202257154 -0.0065374025143682948 1.0916985869407656 -0.0030514792306348677 -0.37045972049236292 -0.027775702066719529 1.4606788754463198 0.16896904259920123 1.7743487358093264 -0.055218327790498727 -0.037040866911411278 0.028885392472147945
left_child=1 9 3 7 15 -5 -6 -3 24 10 12 14 -1 -12 -11 -4 -13 19 22 21 -21 -10 -19 -20 26 28 27 -2 -26 -27
right_child=8 2 4 5 6 -7 -8 -9 17 11 13 16 -14 -15 -16 -17 -18 18 23 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00091433628029030287 0.0041365143848353164 0.014311477347808459 -0.015941497609917039 -0.0073733905440968193 0.035240572522413909 -0.0012404324207983231 -0.0029140047446256298 -0.01965982911834719 0.0024293974969870811 0.000977614717894538 0.0068205035098668999 -0.00096277977744637657 0.0052323322369902557 0.029055237661535647 0.0074599955200503722 -0.004644124273944175 -0.0074811463628170023 -0.027879160939675227 0.046710997476618159 0.0043063204461515139 0.0013642404208280767 -0.0013724990319561525 -0.0070280975234581194 -0.0004950146310900202 -0.037019303435167336 0.099536690532348399 -0.063623188809759687 -0.014309761383562825 0.035022053696680829 0.042485958383741453
leaf_weight=17169.22664155066 73.005395084619522 637.67625488340855 1084.1890558041632 2399.6644611731172 71.756367757916451 49097.498029239476 96.079628199338913 54.12073814868927 5411.4447238743305 6672.980543076992 223.46678385138512 12190.337381988764 4162.9428386837244 181.93695245683193 1357.4525740295649 478.13713784515858 1026.8474571108818 113.64115761220455 15.066597267985342 10836.881930217147 16691.751262567937 7298.7042933255434 314.34687897562981 1635.5504182726145 9.4510802030563337 4.9762483537197095 7.2042848020791999 316.66141812503338 5.2208349108696011 4.9668316692113876
leaf_count=69757 293 2627 7185 11872 307 213473 404 220 21872 27049 903 49958 16947 737 5488 2348 4207 472 61 44300 68303 29702 1294 6693 38 20 29 1278 21 20
internal_value=0.00011937 -0.000477448 -0.00162816 -0.00135151 -0.00997327 -0.00152622 0.0133986 0.0116538 0.00147257 0.000965968 0.00203752 -0.000130293 0.00175699 0.016799 0.00207339 -0.012484 -0.00146919 0.00158527 -0.00263798 0.00180343 0.00252242 0.000246188 -0.0125646 -6.41249e-05 -0.00984234 0.0219099 -0.0118117 -0.0108538 -0.0113842 0.0710383
internal_weight=139643 96904.3 53919.1 52189 1730.16 51497.2 167.836 691.797 42738.9 42985.2 21737.6 21247.6 21332.2 405.404 8030.43 1562.33 13217.2 42317.4 2078.61 40238.8 27528.6 12710.1 427.988 1650.62 421.486 24.615 396.871 389.667 14.6719 9.94308
internal_count=587878 413482 238436 228192 10244 225345 711 2847 174396 175046 88344 86702 86704 1640 32537 9533 54165 172697 8520 164177 112603 51574 1766 6754 1699 99 1600 1571 59 40

Tree=61
num_cat=0
split_feature=17 28 21 33 6 25 17 28 33 0 13 28 24 46 26 35 29 22 22 14 31 51 29 17 17 3 21 16 52 16
split_gain=29.4201 24.4576 25.5382 28.8426 26.3239 29.8863 24.744 24.2524 23.1372 30.3349 18.8895 20.2926 27.0855 17.1412 16.5614 15.2095 14.9341 19.4958 14.6799 14.4503 13.3942 13.1152 15.1238 13.0461 11.2581 11.1835 10.6501 10.2737 9.30757 8.35385
threshold=-0.41982804238796229 -0.2991290539503097 0.21774604171514514 0.94553056359291088 0.92906877398490917 -0.080528717488050447 -0.9409729242324828 0.044069897383451469 -0.2206584811210632 0.021016929298639301 -0.14624170213937757 0.021683344617486004 -2.5392305850982662 -0.0015422634896822272 0.80259674787521373 -0.67405873537063588 -0.15981440246105191 0.6983591914176942 -0.61660236120223988 1.7638937234878542 -1.4973706007003782 -0.28575438261032099 -0.22531042993068692 -0.24252992868423459 -0.33240301907062525 0.045459374785423286 0.3287977427244187 0.65591323375701915 -0.15148547291755673 -0.016585871577262875
left_child=1 6 3 7 27 -6 14 -3 10 16 20 12 -12 -13 29 -5 17 -10 -18 23 26 22 -8 -11 -22 -23 -2 -4 -16 -1
right_child=8 2 4 15 5 -7 21 -9 9 19 11 13 -14 -15 28 -17 18 -19 -20 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011904778307210906 -0.0042556598664383561 -0.0017085018673836131 -0.0035952995702976686 0.012911430271893308 -0.031543634137700942 0.0019733924959771908 0.0062795166317700622 0.0018862318189179395 0.0072692769733777212 -0.012390057054142666 -0.016025708226560683 0.0039820605688259602 -0.00095271566550580078 -0.00029514905451597992 -0.038703996709944899 0.0020234236749184903 -0.00034010979121399792 0.0022917889990621905 0.0031437243170910683 0.011920710584995645 -0.0015406974138658465 0.0024787591914369033 0.047647649393918315 -0.0025305913286545073 0.0059149368876606932 -0.024896311100164416 0.016633070104658424 -0.03050095405806735 0.053681931993046869 0.020094669220494375
leaf_weight=35.6933783441782 1045.3473766744137 42511.468716077507 1966.0941840037704 735.74286218732595 281.46154882013798 138.01828411221504 88.33792632818222 7719.5177618712187 4672.0211478844285 586.31643572449684 420.437175758183 5840.8035511821508 32054.476028401405 7385.9126238971949 4.0403663367032996 1136.4321939647198 7623.3609269782901 6621.2400674074888 9403.9914481416345 198.56261432170868 860.54885999858379 1648.7103499919176 47.200990945100784 2298.9760408252478 3900.8078695237637 53.638536736369133 92.48039598762989 50.675249308347702 62.768947765231133 138.96827661991119
leaf_count=171 4254 183164 8450 3013 1609 674 354 31316 19216 2445 1803 23811 136716 30086 18 4654 32259 26949 38466 814 3504 6612 189 9657 15889 215 377 208 315 670
internal_value=0.000112268 -0.000924703 -0.00116414 -0.000888068 -0.00706836 -0.0205158 0.00535543 -0.00115606 0.000819597 0.00208226 5.1136e-05 -0.000354432 -0.00114786 0.00159363 0.0231116 0.00630228 0.00268735 0.00435098 0.00158397 -0.00347463 0.00319312 0.00302254 0.0206858 -0.00453412 0.00456743 0.00161621 -0.00255787 -0.00427136 0.0480948 0.0135553
internal_weight=139624 56618.8 54539.4 52103.2 2436.25 419.48 2079.36 50231 83005.3 31404.5 51600.8 45701.6 32474.9 13226.7 241.471 1872.18 28320.6 11293.3 17027.4 3083.86 5899.18 1837.89 135.539 2885.29 4761.36 1702.35 1137.83 2016.77 66.8093 174.662
internal_count=587878 241632 233088 222147 10941 2283 8544 214480 346246 129806 216440 192416 138519 53897 1174 7667 116890 46165 70725 12916 24024 7370 543 12102 19393 6827 4631 8658 333 841

Tree=62
num_cat=0
split_feature=9 9 13 34 48 6 24 7 34 28 55 25 18 55 35 2 21 55 14 7 46 16 46 17 7 29 15 13 48 7
split_gain=28.2786 39.5291 36.8176 30.5163 29.5775 27.3628 12.7303 18.4744 18.613 22.3648 11.7859 12.3259 11.5764 11.4155 14.5113 11.0736 10.2861 10.1019 16.543 11.8156 10.9541 10.5553 10.3649 10.1708 9.82307 9.531 11.6057 11.3551 9.39242 8.04219
threshold=0.021101565100252632 -0.021324904635548588 -1.3210638761520384 1.5559740066528323 1.1855819523334505 0.52024725079536449 0.52129289507865917 0.010336671490222217 1.0916985869407656 0.119200736284256 0.22967098653316501 0.53076326847076427 -0.018628701567649838 1.170742988586426 -1.4077005386352537 -0.070324763655662523 1.6111459732055666 0.72544252872467052 1.7638937234878542 -0.047962991520762437 0.10049496218562128 0.34283737838268286 0.015600943937897684 -0.043423697352409356 0.040770240128040321 -0.096191000193357454 -0.36969646811485285 -0.13668487966060636 -1.1056645214557645 0.010783446021378042
left_child=1 13 16 5 -5 -4 7 10 9 -9 11 -2 -12 25 29 -16 24 18 19 -8 -20 22 -19 -23 -3 26 -1 -27 -10 -15
right_child=6 2 3 4 -6 -7 17 8 28 -11 12 -13 -14 14 15 -17 -18 21 20 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.080593027322396593 -0.002457995229668576 0.012590406296881036 -0.00060533383138453869 -0.011168187019552423 0.022390045693771336 -0.0036788547488790578 -0.0052606972435108651 0.0079633037084465858 0.010398619603486725 -0.00081469295335871012 -0.004910197736972534 0.0024152049198153756 0.0038444424196955296 -0.0042546428144624527 0.014317550068913939 0.0036914633025806483 0.031033384598261899 -0.0031252225248678809 0.051288419124486492 0.0014385189119633093 0.012246636001859428 -0.014986731462105584 0.003383198559276599 -0.00014189550382021879 -0.018404636289133264 0.0011866203830988105 0.0014462168592991227 -0.0021610871164434342 0.0014424988955606831 -0.034140392362016776
leaf_weight=6.4514612257480612 5618.3846264630556 421.05732725560665 42970.053736783564 1631.0222567208111 96.854709401726723 13174.515479169786 1030.8649852722883 4659.1152857095003 426.89006662368774 1290.1385938823223 599.59338147938251 2663.1365877687931 4270.8084167093039 428.51180663704872 369.36880029737949 4506.4939154088497 97.883165404200554 2829.9938778430223 30.079435333609581 8257.6776747256517 148.61478012800217 408.25923122465611 1218.5077535957098 264.90884232521057 38.879794791340828 6794.7498427629471 18961.315309897065 7333.6121864765882 9023.6463703215122 33.817258775234222
leaf_count=26 22765 1718 187316 9873 405 57489 4152 19051 1780 5299 2452 10774 17329 1736 1489 18264 394 11573 122 33839 605 1664 5019 1078 158 27483 77116 29876 36894 139
internal_value=0.000105616 -0.000452171 -0.00141882 -0.00156422 -0.00928711 -0.00132655 0.00136975 0.00208756 0.0034745 0.00605973 0.000463568 -0.000890892 0.00276666 0.00101739 0.0035492 0.00449644 0.0136663 -7.46677e-05 0.0010371 0.000695024 0.0188185 -0.00230384 -0.00116633 -0.00914491 0.00997031 0.000609024 0.00147314 -0.000551075 0.00184706 -0.00644065
internal_weight=139605 96864.6 58430.3 57872.4 1727.88 56144.6 42740.6 28551.7 15399.8 5949.25 13151.9 8281.52 4870.4 38434.3 5338.19 4875.86 557.82 14188.9 9467.24 9288.54 178.694 4721.67 4048.5 673.168 459.937 33096.1 18967.8 14128.4 9450.54 462.329
internal_count=587878 413482 257353 255083 10278 244805 174396 116344 63024 24350 53320 33539 19781 156129 21628 19753 2270 58052 38718 37991 727 19334 16592 2742 1876 134501 77142 57359 38674 1875

Tree=63
num_cat=0
split_feature=22 37 6 6 6 6 6 43 28 28 1 21 5 24 28 28 13 6 9 20 3 22 23 11 9 5 27 3 53 20
split_gain=25.9759 48.7096 25.4415 94.9053 57.2076 42.4666 24.4698 54.6858 33.216 23.1203 18.0216 15.3917 13.9239 14.7585 13.7043 24.6054 16.1488 12.5288 12.2847 12.1107 11.9367 11.4148 17.2058 15.5244 10.9808 9.91145 9.59067 9.1988 8.78856 6.90603
threshold=-0.53756234049797047 1.9924300909042361 6.0550280977622613e-05 1.0000000180025095e-35 6.0537413446581929e-05 0.22455577552318576 0.85231199860572826 0.46107579767704016 0.10271872952580453 0.018866457976400856 0.0015091045643202963 0.4026020765304566 2.4104387760162358 0.17341951280832293 -0.098996367305517183 0.035648154094815261 -0.040070835500955575 -0.14825199544429776 0.02992697432637215 -0.027723653241991993 -0.004409077111631631 1.6656646132469179 0.0029822073411196475 -1.7424108386039732 -0.037451706826686852 -0.020930220372974869 -0.006092703901231288 -0.0025865930365398522 0.77570027112960827 -0.001065572432707995
left_child=1 2 3 17 -5 24 12 8 20 -7 11 -9 21 18 16 25 26 -1 -14 -10 -8 23 -23 -2 -4 -16 -3 -18 -12 -15
right_child=6 14 5 4 -6 9 7 10 19 -11 28 -13 13 29 15 -17 27 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040296232053213651 -0.0077154577095275853 0.030175564682759958 0.00081984259874535439 -0.012303151824212882 -0.0035166045772432159 -0.0025893712554438848 0.0003602544426452185 -0.015267032252062919 -0.0031617230656435123 0.00076146473973893092 -0.0071056867872146406 -0.036203805360509392 0.072797291103808365 -0.026122612907485021 0.013094212003483994 0.003308395784082489 -0.014476943994271555 0.0028041294549851475 -0.0013232915005715162 0.0059319943310344025 -0.0064574693376262034 0.0007445762899161339 0.0055064037281853844 0.0039368606786553476 0.0050889929064736258 0.026982385580214787 0.0030764146119101193 0.0087360947480035755 0.029939271893053475 -0.0050477116356500672
leaf_weight=33862.817859172821 412.85380940139294 77.23995566368103 2996.7508973479271 3429.4777796417475 10406.346269249916 12355.705764405429 1445.3233711272478 357.96243903040886 628.16095907986164 17071.567020080984 242.6200749874115 185.60315178334713 11.841027542948721 130.24933771789074 377.87679876387119 577.61968299746513 210.75364524126053 4847.2083128392696 22.717185214161873 2705.3363896608353 2343.2935135960579 23200.941538378596 2980.7326493859291 11069.441623978317 6987.2999182492495 339.66046091914177 110.4962290674448 82.761044889688492 24.548340693116188 92.609667882323265
leaf_count=139127 1669 314 12178 21533 47024 53529 6139 1453 2593 69800 1053 1169 49 543 1529 2348 856 19693 92 11023 10210 94898 12273 45486 28636 1382 449 337 116 377
internal_value=9.93405e-05 -0.000463591 -0.000650526 -0.00150043 -0.00569452 0.00048263 0.00125007 -0.00172986 -7.70969e-05 -0.00064546 -0.016249 -0.022416 0.00187344 -0.0118018 0.00921324 0.0123721 0.000711959 -1.37536e-06 0.0240734 0.00421838 -0.00385657 0.00196691 0.0012867 0.00351789 0.00380759 0.0196685 0.0142258 -0.00793167 -0.00370187 -0.0173649
internal_weight=139588 93733.6 91957.2 52545.9 13835.8 39411.3 45854.2 7932.85 7122.11 29427.3 810.734 543.566 37921.4 257.417 1776.41 1295.16 481.251 38710 34.5582 3333.5 3788.62 37664 26181.7 11482.3 9984.05 717.537 187.736 293.515 267.168 222.859
internal_count=587878 398735 391520 227377 68557 164143 189143 33756 29965 123329 3791 2622 155387 1061 7215 5259 1956 158820 141 13616 16349 154326 107171 47155 40814 2911 763 1193 1169 920

Tree=64
num_cat=0
split_feature=17 28 25 17 48 27 17 33 45 0 51 11 24 12 33 1 11 14 34 26 31 37 31 1 28 28 17 8 31 0
split_gain=24.1214 20.8681 20.784 25.2857 24.8213 24.6042 19.33 19.2036 23.6249 22.8381 15.9043 15.792 16.2977 15.6255 21.335 19.5081 15.3741 14.3827 14.3437 14.3275 11.6624 10.9602 10.9307 10.6419 10.2916 8.23237 7.27287 7.05025 6.98484 6.65606
threshold=-0.41982804238796229 -0.38811133801937098 -0.34858906269073481 -0.79383328557014454 0.42183295637369161 -0.00048139467253349716 -0.9409729242324828 -0.34201321005821222 -0.011482834350317715 0.021016929298639301 -0.28575438261032099 1.2044447064399721 -2.3852913379669185 -0.15733464062213895 -0.34201321005821222 0.081908166408538832 -0.98275473713874806 1.7638937234878542 -1.4323611259460447 0.80259674787521373 1.9244198203086855 4.209522247314454 -0.086692005395889268 -0.0081363352946937067 0.0029772045090794568 0.069395199418067946 0.68911403417587291 0.56913653016090404 1.3539288043975832 0.0034671300090849404
left_child=1 6 3 5 -5 -3 19 8 26 18 16 12 -10 14 -4 -15 -8 24 23 27 -13 -12 -20 -9 -11 -19 28 -1 -2 -28
right_child=7 2 13 4 -6 -7 10 9 11 17 21 20 -14 15 -16 -17 -18 25 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.016154087523900594 0.0029905234329069448 -0.00097725028226702598 -0.0013111190181521203 -0.0032456697629897669 0.0015433615909309474 -0.011922268181638739 -0.006192165444421048 -0.0011155745262311988 -0.0115196654368081 0.0084335773123697128 0.0027319822211526951 -0.0041168236970641238 -0.00036518977316337347 -0.0016186178281179589 0.0030787700594428571 0.009818818171672258 0.044789587591389131 0.022899640157267993 0.00095320720571026812 0.048052383567798583 -0.017033123947454563 -0.026411182253874316 0.0026636592362479028 -0.012023809429820179 -0.0043494826440180013 0.00032892517434899611 0.0096384241124537126 -0.042131620361967104 0.025108922004755153 0.033705291038674007
leaf_weight=134.58521589636803 1862.9671991020441 1188.3227053545415 6715.0963339284062 11490.616911102086 5604.9706146717072 1794.8026581183076 31.449064746499062 1440.2156159728765 467.05747899413109 232.50487403571606 1233.1857073903084 2560.4406968206167 19199.808776713908 18624.782673187554 9044.4039052724838 533.99699814617634 59.63430218398571 113.38959230482578 25355.090959504247 56.921078592538834 268.89676398038864 46.619353055953979 26702.08714088425 397.18097194284201 3842.4993860721588 111.63235208392143 335.08235377073288 7.633878529071807 51.061873540282249 45.424846529960632
leaf_count=662 7579 5152 29464 50186 22852 8693 126 5987 1989 997 4944 10843 81570 78108 38474 2209 239 468 104367 295 1203 189 110981 1954 16097 452 1366 39 208 185
internal_value=9.33715e-05 -0.000846143 -0.00103761 -0.00255015 -0.00167553 -0.00756234 0.00586085 0.000733792 -0.000641323 0.00131959 0.00336572 -0.001223 -0.000630091 -0.000167873 0.00120825 -0.00129983 0.0271867 -0.00281829 0.00164973 0.0230374 -0.00534437 0.00167039 0.00183056 -0.00347355 -0.00362013 0.0117024 0.00506162 0.0130255 0.00358059 0.0125115
internal_weight=139552 56567 54997 20078.7 17095.6 2983.13 1570.03 82985.3 24790.7 58194.6 1370.89 22496.2 19666.9 34918.3 15759.5 19158.8 91.0834 4300.03 53894.6 199.14 2829.34 1279.81 52057.2 1837.4 4075 225.022 2294.54 142.219 1914.03 380.507
internal_count=587878 241632 235138 86883 73038 13845 6494 346246 104943 241303 5498 95605 83559 148255 67938 80317 365 18014 223289 996 12046 5133 215348 7941 17094 920 9338 701 7787 1551

Tree=65
num_cat=0
split_feature=20 18 33 33 28 6 17 19 29 6 14 48 47 1 5 8 33 4 31 34 23 28 46 33 13 1 3 12 24 23
split_gain=22.2344 21.8718 29.4741 23.0509 33.5677 25.3251 41.7196 24.6266 21.4273 19.3531 17.7275 15.5729 16.5665 13.7096 13.6535 11.7168 16.8263 10.4894 12.5752 10.4639 9.86821 8.65641 15.0668 8.18761 7.36758 7.18975 7.16997 5.59523 6.26328 6.13252
threshold=0.064619619399309172 -0.012004865799099205 -0.30901883542537684 -0.2079757824540138 0.021683344617486004 0.47463014721870428 -0.88097131252288807 -0.016066080890595909 -0.18291660398244855 0.92906877398490917 0.056647922843694694 0.42183295637369161 -1.9294450879096983 -0.02048446889966726 1.8084771633148196 -0.010129325091838835 6.7063963413238534 -0.075265679508447633 0.44555136561393743 1.2349662184715273 0.012967374641448261 1.3233730196952822 -0.064860131591558443 -0.39854933321475977 0.99458429217338573 -0.00047364034981001163 0.058911141008138664 3.7603465318679814 1.8349396586418154 0.072871152311563506
left_child=1 3 8 4 9 7 -7 -5 20 -1 -6 12 -4 -10 -13 19 17 18 -17 21 -3 24 -23 -19 -2 -21 -27 29 -29 -18
right_child=15 2 11 5 10 6 -8 -9 13 -11 -12 14 -14 -15 -16 16 27 23 -20 25 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00087487235214444453 -0.0016525882788719607 -0.022954009669130908 -0.022182045659106087 0.0044624596550554849 0.0036678529918094016 -0.017597813148617525 0.00012075180363949361 -0.00077676582873385195 0.0048472012198072234 -0.0073613923268919185 -0.00075500544237947279 3.2336939050590519e-05 -0.002872731712139402 0.0002996876550844907 -0.0075640974422895944 0.0075994503370195431 -0.011433825176428332 -0.11538200889548846 0.023923110869090013 -0.054572443664604849 0.054768829555550881 0.091242334233391162 2.2683710011531112e-05 0.0040830375931375238 0.0094112099397328456 0.016394991934856752 -0.020479647226541702 -0.035406341138757215 0.02015265329833443 0.028035473487211249
leaf_weight=41785.006899941713 1429.2757337391376 160.34025999903679 155.63558977097273 12008.673391800374 9408.2447529584169 514.38195644319057 4593.3827940523624 4220.6584884300828 2796.4948310554028 1664.9474538937211 4745.9414869695902 12194.536020904779 24881.298661611974 13203.056561566889 883.280646443367 817.77773873507977 87.85983307659626 1.9982674866914738 205.57739716023207 15.870563700795172 5.8955887109041205 9.9712325781583804 17.133307993412018 3164.8163524642587 245.50611814856529 23.914405420422554 78.964784622192383 52.071896329522133 8.1715358942747098 16.235477849841118
leaf_count=180594 5776 673 770 49713 38437 2840 18906 17988 11381 7877 19340 49648 105547 54577 3613 3381 359 8 853 64 26 40 69 13037 996 97 319 212 33 67
internal_value=-0.000163378 -0.000323804 -0.00123547 0.000303066 -0.000310534 0.00195961 -0.00166361 0.00309993 0.000875578 -0.00112343 0.00218486 -0.00213084 -0.00299276 0.00109453 -0.000480729 0.00329763 0.00495941 0.00568574 0.0108786 -0.00067696 -0.0201976 0.000504553 0.0335806 0.00400765 -3.07471e-05 -0.0176101 -0.0119081 -0.0135598 -0.0278702 -0.0052779
internal_weight=139397 133222 54280.5 78941.2 57604.1 21337.1 5107.76 16229.3 16165.8 43450 14154.2 38114.8 25036.9 15999.6 13077.8 6175.14 4354.51 4190.17 1023.36 1820.64 166.236 1701.89 27.1045 3166.81 1674.78 118.75 102.879 164.339 60.2434 104.095
internal_count=587241 561930 226235 335695 246248 89447 21746 67701 66657 188471 57777 159578 106317 65958 53261 25311 17950 17279 4234 7361 699 6881 109 13045 6772 480 416 671 245 426

Tree=66
num_cat=0
split_feature=17 28 23 0 17 29 21 33 28 13 25 25 34 27 18 33 33 21 0 22 2 28 31 4 27 34 17 18 26 1
split_gain=20.3447 19.8611 32.0643 19.8382 23.531 20.8552 18.7751 26.666 20.3032 17.7378 14.6233 13.6023 18.3149 14.6695 15.9338 23.7448 20.8449 12.5116 12.94 12.58 11.0714 10.3636 9.75663 9.72212 9.41329 8.73264 8.25881 8.04013 7.91648 7.84228
threshold=-0.48803149163722986 -0.0035241957521066065 -0.0018552878173068164 0.00041078397771343594 -0.9409729242324828 -0.23619635403156278 3.1571753025054936 1.2453320622444155 -0.91767302155494679 -0.39094196259975428 0.55342227220535289 -0.98159673810005177 1.3106893897056582 -0.044227764010429375 -0.012401574291288851 -0.26687504351139063 -0.39179733395576471 0.1032591760158539 -0.0025672783376649018 -0.64155387878417958 0.067894339561462416 -1.6048619151115415 -1.8012050986289976 0.058609062805771835 -0.016524273902177807 -0.57510089874267567 -0.60511404275894154 0.046438999474048621 -1.8285197615623472 0.013275648932904007
left_child=1 6 9 5 -5 -4 17 -8 -9 26 -11 12 20 22 15 -15 -16 18 -1 -19 21 -2 23 -13 29 -24 -3 -22 -26 -14
right_child=11 2 3 4 -6 -7 7 8 -10 10 -12 13 24 14 16 -17 -18 19 -20 -21 27 -23 25 -25 28 -27 -28 -29 -30 -31
leaf_value=-7.9839576811149658e-05 -0.016037220384309183 0.0066015709389638999 -0.0040471188370326009 -0.016060533987864143 -0.0010907611730412367 0.0056392966565063504 0.070561904557036495 0.03468578904001151 0.0032640635305302749 -0.0062350160867773435 -0.0014902786456747041 0.022837206179457826 0.019638248881672139 0.00023775672491689221 0.0085424764488665674 0.0031222232933355394 -0.00074815261214348247 0.072135689870148664 0.0060517530190722186 -0.01033000185746466 0.064582199457026451 -0.00051353003140171662 -0.0012322693129019271 -0.044196116965481945 -0.035464934241645901 0.0066555945215792025 -0.0044176738049971839 0.013160948372893317 -0.0078233847139946491 -0.011211812877996889
leaf_weight=13758.062723055482 151.43590530753136 716.83589404821396 1037.2454571723938 375.30973305553198 14017.520116999745 3045.6156616657972 25.188591971993446 85.603837519884109 437.03840777277946 8520.3471412323415 3077.9534361883998 148.41869461536407 78.837527260184288 28170.947617687285 864.5600707679987 15346.133910506964 30393.746326200664 6.527883529663085 1312.3859458118677 474.58217343688011 12.370191305875776 13070.976354300976 709.42724731564522 7.9341550171375266 36.985308676958084 1569.4051773399115 353.53497537970543 73.336451426148415 1452.8310597799718 45.088138595223427
leaf_count=56167 609 2992 4629 2088 58611 12546 113 471 1857 40337 14061 600 329 118853 3506 63325 125860 27 5371 1935 51 54965 2869 32 416 6401 1464 302 6268 186
internal_value=-0.000153826 -0.00114927 -0.00201902 -0.000451413 -0.00148112 0.00317848 0.000533273 0.0112683 0.00841064 -0.00430519 -0.00497586 0.00035662 -0.0012741 0.000671775 0.000525015 0.00125495 -0.000491187 0.000155113 0.00045412 -0.00921108 -0.000554314 -0.000691322 0.00517822 0.0194356 -0.00720997 0.00420001 0.002962 0.0205827 -0.0085096 0.00841401
internal_weight=139376 47243.8 31144.4 18475.7 14392.8 4082.86 16099.4 547.831 522.642 12668.7 11598.3 92132.4 14921.9 77210.6 74775.4 43517.1 31258.3 15551.6 15070.4 481.11 13308.1 13222.4 2435.19 156.353 1613.74 2278.83 1070.37 85.7066 1489.82 123.926
internal_count=587241 202669 136728 77874 60699 17175 65941 2441 2328 58854 54398 384572 63126 321446 311544 182178 129366 63500 61538 1962 55927 55574 9902 632 7199 9270 4456 353 6684 515

Tree=67
num_cat=0
split_feature=20 17 28 6 6 6 0 17 28 46 49 8 33 25 34 7 2 52 33 25 34 2 55 28 49 9 12 7 11 24
split_gain=19.3708 19.0046 23.6325 21.6052 44.2044 24.4202 13.5364 13.1092 12.5922 11.9326 11.0984 10.3114 14.9729 10.0943 9.99291 11.2724 10.2279 9.97654 15.9785 11.9329 9.28076 9.2502 7.91576 7.75767 11.3688 9.7531 6.46781 5.9211 5.66759 4.73877
threshold=0.064619619399309172 -0.41982804238796229 -0.012801113072782753 6.0544911320903345e-05 1.0000000180025095e-35 0.28146837651729589 -0.0038809148827567692 -0.9409729242324828 -1.0695331096649168 0.045438671484589584 -1.3179033398628233 -0.010129325091838835 6.7063963413238534 0.54184868931770336 -1.4323611259460447 -0.040839007124304764 -0.078619707375764833 0.14369332045316699 2.065210342407227 1.7832931280136111 1.2349662184715273 0.0074718466494232425 1.4630157947540285 -0.081908166408538804 -1.5564542412757871 -0.41331471502780909 3.7603465318679814 0.66872233152389537 1.7132058143615725 0.85144859552383434
left_child=1 2 6 4 -4 -5 7 -1 9 13 -8 20 17 -3 15 -10 -16 19 -19 -13 23 -22 26 24 -2 -25 -14 -11 -23 -24
right_child=11 8 3 5 -6 -7 10 -9 14 27 -12 12 22 -15 16 -17 -18 18 -20 -21 21 28 29 25 -26 -27 -28 -29 -30 -31
leaf_value=0.011785279425606122 0.020416498159798919 -0.010286785034349544 -0.0012060454603745759 0.0012297835256333222 -0.0087491747100123893 -0.002448042111997702 -0.0062897033496851036 -0.00054943624181164822 0.003485796326773637 0.015558730557293877 0.0047630149486364917 0.007491635381694694 -0.0083640260997696007 0.0024009555375243577 0.0094502694251901928 -0.0050296360180202481 0.000450871790853953 0.0043881213356448462 -0.011390378918562377 0.033366165790500002 -0.074551807546424972 -0.0065619419662589435 0.05859018314021984 0.014948726775509995 -0.012690285881279906 0.00039829020622814354 -0.034460540874416377 0.087624650801596676 -0.045498555736031072 -0.0020300048249321865
leaf_weight=308.00974540412426 41.916090771555901 781.721206843853 7071.2890380620956 10256.974615558982 4379.1547108367085 16226.727119959891 347.04946254193783 11435.524472475052 711.93020832538605 10.244316130876543 3563.0098084360361 1955.5138911530375 95.040961191058159 302.84088517725468 442.19732494652271 2255.6496427357197 75077.277611088008 1921.1383041739464 252.81394201517105 64.077711805701256 8.8719597756862623 94.598040342330933 7.785924673080447 184.74904875457287 260.50124332308769 1214.7117470651865 50.692631170153618 6.4784609377384177 15.088965401053427 10.600263714790342
leaf_count=1428 168 3140 29636 42809 24117 69117 1410 46482 2864 41 14578 8064 389 1214 1790 10228 313050 7915 1037 263 36 383 32 743 1044 4926 207 26 61 43
internal_value=-0.000144816 -0.00029464 -0.00115357 -0.00194949 -0.00409087 -0.00102364 0.000775203 -0.000225921 0.00028369 -0.0059814 0.003782 0.0030848 0.00464272 -0.006744 0.000371598 -0.00298676 0.000503567 0.00532689 0.0025532 0.00831258 -0.000644449 -0.0166052 -0.0128392 0.000467434 -0.00810157 0.00231916 -0.0174416 0.0434773 -0.0119182 0.0236406
internal_weight=139354 133176 53587.7 37934.1 11450.4 26483.7 15653.6 11743.5 79588.3 1101.28 3910.06 6178.1 4357.66 1084.56 78487.1 2967.58 75519.5 4193.54 2173.95 2019.59 1820.44 118.559 164.12 1701.88 302.417 1399.46 145.734 16.7228 109.687 18.3862
internal_count=587241 561930 229577 165679 53753 111926 63898 47910 332353 4421 15988 25311 17950 4354 327932 13092 314840 17279 8952 8327 7361 480 671 6881 1212 5669 596 67 444 75

Tree=68
num_cat=0
split_feature=25 13 29 29 33 0 23 11 24 47 51 49 11 17 55 9 24 2 16 1 2 13 7 31 24 55 0 33 18 24
split_gain=17.3499 16.5892 17.2137 16.1825 25.1602 20.9773 16.9729 17.4484 16.8059 15.758 18.7128 15.6352 15.5487 15.4374 15.0064 14.6558 13.7976 12.5378 12.2823 11.4885 11.2417 10.9641 10.0493 11.654 9.55641 9.44613 11.5007 10.1998 9.31938 8.91277
threshold=-0.96568456292152394 0.009677451569586994 -0.24024784564971921 -0.16779244691133496 -0.27698546648025507 -0.045198708772659295 -0.024591862224042412 1.4540786147117617 -2.252296924591064 0.76390226185321819 0.59119063615798961 -2.1528315544128414 -1.231438875198364 -0.80106624960899342 0.18442010134458545 0.016882933676242832 0.80092868208885204 -0.0032923403196036811 0.00062136029009707283 -0.0026260424638167019 -0.0026124676223844285 0.02629234362393618 -0.13328737020492551 -1.8012050986289976 -2.252296924591064 -0.66759935021400441 -0.024153000675141808 0.56420373916625988 -0.019599792547523972 2.114032626152039
left_child=1 20 11 4 8 22 7 -6 17 15 -11 18 -8 21 -13 -7 -10 -2 -3 -15 25 -4 24 -24 -5 27 -27 -1 -22 -30
right_child=3 2 13 5 6 9 12 -9 16 10 -12 14 -14 19 -16 -17 -18 -19 -20 -21 28 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00045638052467203601 -0.0033932711774805014 0.11127385998528597 0.00078569492447951624 0.014802648890772447 -0.017391348930382581 -0.0019209696253721621 -0.0022722892308171955 0.042630746002942185 0.00069512376735095119 0.0003302353890922272 0.0075906160773754807 -0.0048345043886596252 0.0036660425745683746 -0.0057987606685668191 -0.019057818022760999 0.00025290881383682262 -0.0028760081215640472 -0.021184547549223495 -0.017627804625895287 -0.00079513422795115358 -0.036632650470152371 -0.015011787475140408 0.019049658940855099 0.0042722917851364802 -0.0063650560843712964 0.0045321094960741048 -0.0028505713771984124 0.0096361804219707407 0.005591653174578947 -0.031022827677911532
leaf_weight=2747.0086048543453 383.71888619661331 6.5150403305888158 212.52844084054232 87.238439649343491 220.30213343352079 32499.664268232882 1711.7718427181244 18.256333321332932 26707.749994508922 13704.841617956758 1358.1961068511009 586.54843579605222 14850.839496336877 2018.0754165835679 461.28275607526302 16165.173691548407 4384.3948500789702 215.21760722249746 4.2528723664581776 7661.6216868534684 18.899309188127518 545.39455826580524 198.36809881031513 2925.9985051751137 498.36021545529366 832.59373618662357 6235.4691494554281 497.66947521269321 1552.3065298050642 23.492786914110184
leaf_count=11439 1655 31 1063 350 1026 138392 6976 84 113810 55835 5549 3094 61780 9183 2793 66189 19396 1008 34 32031 81 2642 803 11895 1998 3400 26137 2036 6434 97
internal_value=-0.000136345 -0.00160165 -0.00320031 0.000159467 0.000981505 -0.000431632 0.00282725 -0.012798 2.97518e-06 -0.000682703 0.000984886 -0.0103691 0.00305231 -0.00247324 -0.011096 -0.00119886 0.000191548 -0.00978626 0.0603631 -0.00183832 -5.82085e-05 -0.010582 0.00388112 0.00521052 -0.00321164 -0.000771078 -0.00198092 0.00186438 0.00455184 0.00504579
internal_weight=139334 23403.7 11496.2 115930 48492.3 67437.8 16801.2 238.558 31691.1 63727.9 15063 1058.6 16562.6 10437.6 1047.83 48664.8 31092.1 598.936 10.7679 9679.7 11907.4 757.923 3709.97 3124.37 585.599 10312.7 7068.06 3244.68 1594.7 1575.8
internal_count=587241 100495 50871 486746 205735 281011 69866 1110 135869 265965 61384 5952 68756 44919 5887 204581 133206 2663 65 41214 49624 3705 15046 12698 2348 43012 29537 13475 6612 6531

Tree=69
num_cat=0
split_feature=20 18 33 24 25 6 29 34 33 1 47 0 18 8 18 0 55 23 8 26 33 6 27 34 8 29 1 55 25
split_gain=16.1681 17.0789 25.3189 20.2481 19.4226 23.2789 19.1539 18.9208 17.5958 13.3516 13.0575 16.328 11.2488 10.4665 10.031 9.81978 9.62698 9.30114 9.17976 10.9214 9.50184 9.9337 9.23343 8.75013 8.3352 6.31981 6.20282 5.10949 3.53653
threshold=0.064619619399309172 -0.012004865799099205 -0.30901883542537684 -2.252296924591064 -0.98159673810005177 0.90988287329673778 -0.18386229872703549 -1.3084232211112974 -0.26687504351139063 0.081908166408538832 1.0000000180025095e-35 -0.0021459251875057812 -0.019392709247767922 -0.20750762522220609 -0.0067468869965523473 -0.0020303160417824979 1.4406796693801882 0.012967374641448261 -0.059049017727375024 1.7828611731529238 6.7063963413238534 0.50866615772247326 -0.010236835107207297 1.398772180080414 -0.0069390225689858189 0.44090917706489569 -0.18902185559272763 -1.4627833962440489 1.5893788337707522
left_child=1 3 6 7 5 -5 17 13 -6 -8 11 -4 -9 -1 15 23 -12 -3 19 22 21 -20 -16 25 -22 -2 -21 -17 -29
right_child=14 2 10 4 8 -7 9 12 -10 -11 16 -13 -14 -15 18 27 -18 -19 20 26 24 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.03210424239104382 0.040347166275147152 -0.023444756738117765 -0.00094303562012730091 -0.00080285981850355395 0.00010051101455873342 -0.0089000119480542317 0.00092251653956759033 -0.024375406895864021 0.0021326119996653648 0.019694810518966356 -0.0012682665715618734 -0.0043637120211623701 -0.008135557603458167 0.0010595766207087648 -0.0096806837007127368 0.028939731212802654 0.0028429355095248095 0.054971856247035593 0.0062555550209043905 0.036754779451449088 0.028633273810134918 -0.00048649708450753114 0.0013309109091496274 -0.063509992025045828 -0.013196582795452473 -0.0017009099527729424 0.0068976062141157994 -0.031283797933856106 0.020088640102782638
leaf_weight=43.918655946850777 19.660858049988747 139.2795622125268 8317.3438115119934 11964.923376854509 41076.788398198783 1378.3307630047202 15884.832030169666 184.49970867484808 23216.045280247927 132.99187667667866 15816.547734037042 11677.210953615606 760.33321582525969 271.49639632552862 452.20041239261627 5.8115201145410529 2266.8617025911808 5.47218233346939 3684.6672930419445 34.633872598409653 18.469195440411568 958.65198150277138 640.56217247247696 5.6424622088670722 162.31858289241791 33.891759648919106 80.562780126929283 79.236836291849613 4.9564647525548926
leaf_count=177 80 588 34321 52033 174886 6267 65500 857 97057 545 64948 51028 3177 1241 1818 24 9281 24 15095 139 75 3977 2585 23 664 139 324 347 21
internal_value=-0.000128377 -0.000265329 -0.00107126 0.000288744 0.000409168 -0.00163928 0.000885299 -0.00712982 0.0008343 0.00107838 -0.00190175 -0.00294078 -0.0113068 0.00538226 0.0028214 -0.012291 -0.000752903 -0.0204803 0.00319519 -0.00140437 0.00434693 0.0048636 -0.00322584 0.00637317 -0.00892326 0.0137363 0.0158742 -0.0245662 -0.0282595
internal_weight=139318 133137 54240.5 78896.3 77636.1 13343.3 16162.6 1260.25 64292.8 16017.8 38078 19994.6 944.833 315.415 6181.27 149.2 18083.4 144.752 6032.07 1207.96 4824.11 4643.32 1092.76 59.1951 180.788 53.5526 115.197 90.0048 84.1933
internal_count=587241 561930 226235 335695 330243 58300 66657 5452 271943 66045 159578 85349 4034 1418 25311 634 74229 612 24677 4866 19811 19072 4403 242 739 219 463 392 368

Tree=70
num_cat=0
split_feature=8 8 51 16 48 14 16 7 24 15 24 35 18 28 45 7 24 45 20 7 51 5 26 28 49 26 16 50 16 55
split_gain=16.0326 38.8991 43.8813 29.6677 28.9063 24.5006 17.4158 15.9132 15.1942 18.0985 16.2855 14.9364 14.7181 12.4828 11.6649 17.9349 18.7989 18.7443 14.1894 13.4155 11.5085 11.0492 10.9967 11.9297 11.1577 10.5917 10.4517 9.9059 9.83817 9.13517
threshold=0.016971262171864513 0.02922036033123732 0.44510343670845037 -0.01247078040614724 1.0000000180025095e-35 0.011168861296027901 0.07694787904620172 0.039431510493159301 -0.82816439867019642 0.0061245714314281949 1.1264870762825014 -1.3506662249565122 0.020303746685385708 0.030050992034375671 -0.0029436425538733597 -0.040839007124304764 -1.4495823979377744 -0.001828347740229219 0.0065614767372608193 0.033133100718259818 -0.30721545219421381 1.8617231845855715 0.77076077461242687 -0.79964974522590626 1.6639831662178042 -1.6897981762886045 0.010171570815145971 -0.60620328783988942 0.014055797364562752 -0.80174642801284779
left_child=3 2 4 14 5 -2 11 12 22 10 -10 28 -8 21 18 17 -17 -16 25 -20 -13 -4 24 -24 -5 -1 -11 -6 -3 -15
right_child=1 6 13 8 27 -7 7 -9 9 26 -12 20 -14 29 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016550708624699637 -0.0023996954554312017 -0.0017555123023494071 0.0076603355717417779 -0.0033043655941143416 0.0029206667459051616 -0.0070120577400673194 -0.0074706385137931122 -0.00036245014017477939 0.007122316328520022 0.00025220667211472541 -0.012154566175110851 -0.0025131203802872771 0.0037443733024107848 0.019719805909694969 -0.007402131691917592 -0.0094204668882098205 -0.0017933484577675946 0.0010490441923720185 -0.0021728309614377859 0.041108130701352837 0.0018534008070119077 -0.029711650914030847 -0.086978862539953586 0.010916150075288388 0.060909226421745656 0.002235665723273909 0.0037708496277639443 -0.0016680962644764232 -0.014079336476442677 -0.015177052379664302
leaf_weight=105.37728205323219 8266.2041552588344 701.68016627430916 1877.937979131937 2228.7513219416142 2399.2817081511021 7784.2056518606842 2093.8273491710424 18712.058343112469 4354.3063269257545 5746.2424614876509 158.09620206058025 2284.4091123379767 505.72519600391388 31.631071791052818 978.7993371784687 1243.7964484468102 11768.303301200271 13706.856489881873 4145.3268104046583 25.080598279833794 26187.139374684542 27.948586016893387 4.4025476723909369 275.29266345500946 9.4593794271349889 12105.175352618098 6014.2579233050346 5158.368426181376 332.2661484181881 149.66932119429111
leaf_count=469 37957 2859 7909 9409 9999 39356 9466 76557 17988 24032 654 10053 2140 133 3953 5340 49885 55466 16944 101 107835 118 18 1151 39 49475 24822 21406 1388 655
internal_value=-5.0564e-05 -0.000624158 -0.00249499 0.000647501 -0.00321995 -0.00463662 0.000321813 -0.000963362 0.00261048 0.00327042 0.00644693 0.00125008 -0.00528883 0.00570503 -0.000189319 -0.000927437 -0.00252241 0.000485773 0.00105873 -0.00191254 0.00150305 0.0071123 -0.00165464 0.00937523 -0.00303298 0.00207354 0.00205162 -0.000211329 -0.00571586 -0.00908868
internal_weight=139382 76512.4 25695.2 62869.5 23608.1 16050.4 50817.1 21311.6 18790.8 16272.9 4512.4 29505.5 2599.55 2087.19 44078.7 27697.8 13012.1 14685.7 16381 4170.41 28471.5 1905.89 2517.91 279.695 2238.21 12210.6 11760.5 7557.65 1033.95 181.3
internal_count=587577 327831 117533 259746 108718 77313 210298 88163 78113 67496 18642 122135 11606 8815 181633 114644 55225 59419 66989 17045 117888 8027 10617 1169 9448 49944 48854 31405 4247 788

Tree=71
num_cat=0
split_feature=25 12 13 12 7 7 19 46 55 5 5 17 0 47 55 8 4 23 20 46 55 45 45 51 11 1 48 46 34 7
split_gain=17.305 21.7652 16.8338 20.2518 15.3366 39.3449 17.1551 17.5601 15.0282 13.5612 12.9562 12.2435 13.5148 11.5069 16.3524 14.2366 12.259 11.6111 11.1112 10.7991 10.9764 16.0379 10.4957 10.0764 9.66927 9.30607 9.19411 7.76611 7.7511 7.72582
threshold=-0.96568456292152394 -0.13890884816646573 0.009677451569586994 -0.28382517397403711 0.016801761463284496 0.027214235626161102 -0.0109872012399137 -0.00080876931315287937 0.10899014398455621 0.6560373604297639 1.1715012192726137 -0.70805895328521717 -0.0022038938477635379 0.76390226185321819 -1.9132363796234129 -0.49987518787384028 -0.14124661684036252 -0.0016591091989539561 0.023194737732410434 -0.003921529045328497 -0.016158157959580418 -0.0091262371279299242 0.002415241790004075 -0.15596427023410794 -0.59684938192367543 -0.0026260424638167019 -1.8694132566452024 -0.0031928630778565999 1.4524714350700381 0.44278691709041601
left_child=2 4 19 8 6 9 7 -2 28 -6 -7 12 -5 15 29 18 -16 -17 -3 20 26 -22 27 -8 -10 -13 -1 -21 -4 -15
right_child=1 13 3 11 5 10 23 -9 24 -11 -12 25 -14 14 16 17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031093821385767339 0.0029101433096751952 0.0069746879327582849 0.00014088569020604037 0.0047004866404899582 -0.0018535055193165454 0.0022892291954476787 0.018877584682070014 -0.00024447359728104427 0.018224956201351249 -0.0077535575681972673 -0.00085884394506527157 -0.0054003854116232916 -0.010083853387859122 0.030932212061059013 0.010192170595302285 -0.0022320668712340077 0.00036246570432172455 -0.00011923796390236802 -0.0031831962658162472 0.0072808026413726905 0.0026857274106535166 -0.0058308314821508443 0.010482913473503778 0.0060072725173048033 -0.026664974784945256 -0.00084704853916086459 0.00068036122670692731 0.00013767391022471143 -0.031559450498565039 -0.036334721325262775
leaf_weight=34.915806248784065 16196.529873795807 1271.6371252387762 215.62053885310888 260.30347891151905 9985.9862384796143 18589.988113239408 270.27233892679214 9894.9988412633538 17.84277305752039 1569.1878896467388 6026.0232912972569 1972.4260772690177 1243.0950646772981 82.601081490516663 458.07533743977547 22610.131927594543 12316.566536217928 15101.637053385377 531.5385234951973 639.91357287019491 1061.1786312758923 2802.2772539705038 498.53963401913643 977.99790082871914 261.52988443151116 7517.4629120379686 3831.4288421869278 3079.6532956138253 30.668653029948473 6.4043695181608191
leaf_count=172 66861 5113 1248 1104 45480 77014 1112 40965 110 7780 25580 9016 5963 337 1849 95481 50140 62790 2138 2807 4365 11688 2083 4020 1908 31422 15800 12883 322 26
internal_value=-4.76661e-05 0.000248189 -0.00150873 -0.00311809 0.000982473 0.000185381 0.00203704 0.00171378 -0.0144314 -0.00265473 0.00151858 -0.00257713 -0.00752404 -0.000642157 0.000890529 -0.00114111 0.000714941 -0.00138599 0.00398036 4.28587e-05 -0.00126745 -0.00349158 0.00244404 0.00879392 -0.023798 -0.00179344 0.000955016 0.00136658 -0.00380653 0.026092
internal_weight=139356 115890 23466.9 11518.9 63511 36171.2 27339.8 26091.5 525.662 11555.2 24616 10993.3 1503.4 52378.6 12863.6 39514.9 12774.6 37711.8 1803.18 11947.9 7729.8 3863.46 4218.11 1248.27 279.373 9489.89 3866.34 3719.57 246.289 89.0055
internal_count=587577 486686 100891 51093 268812 155854 112958 107826 3588 53260 102594 47505 7067 217874 52352 165522 51989 158271 7251 49798 32025 16053 17773 5132 2018 40438 15972 15690 1570 363

Tree=72
num_cat=0
split_feature=6 17 25 6 28 44 6 6 4 6 0 5 9 21 9 38 9 8 23 13 17 28 34 7 35 11 46 7 26 53
split_gain=17.3804 25.5183 27.9647 25.3955 63.2634 51.1652 32.6292 32.3507 21.7563 21.1481 20.2656 20.0449 17.5573 16.423 16.3331 16.1641 15.7406 15.24 14.9394 13.9701 13.7638 15.768 13.0902 12.4822 11.0811 10.641 10.2893 7.24439 5.21711 4.86974
threshold=0.99501240253448497 -0.8429943025112151 -1.3003503680229185 6.0548711189767353e-05 0.0020204392494633798 3.7914838790893559 0.22455577552318576 6.0539568949025131e-05 -0.030361697077751156 -0.14825199544429776 -0.00018437427206663412 0.81225994229316723 0.031965211033821113 0.36505945026874548 -0.019682575948536393 1.0000000180025095e-35 -0.01001367252320051 0.059202227741479881 -0.030672303400933739 0.056241475045681007 0.23904046416282657 0.0023107397137209777 -0.44288213551044459 0.049564968794584281 -0.96064099669456471 -1.3383763432502744 -0.0029638054547831412 0.028415980748832229 -0.67794823646545399 6.3087003231048593
left_child=3 2 28 4 9 7 8 -6 25 15 24 18 16 -7 -11 -1 -4 -10 -8 -14 21 -12 -22 -13 26 -5 -3 -26 -2 -30
right_child=1 10 12 6 5 13 11 -9 17 14 20 23 19 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.00036038734548084 0.014945372855226569 -0.014168146389702117 0.0030692341603308321 0.010337488100718925 -0.0084962641823443947 0.030917065694056684 -0.020313948914105567 -0.0024229270736377509 0.0055264309487055149 0.00039685103603456746 0.013301783932539704 -0.0050745763354787237 -0.025589973715411152 -0.027004630514390456 0.0061472320557613494 0.0037518601614840857 -0.024756927380846422 0.0016176326016316019 0.0011582572282226784 0.040584996253131798 0.0054508690169854475 -0.0028217957020602448 -0.0010464964121083206 -0.00058147313168917789 -0.032162011093073414 -0.0037020070946359026 0.033111132996005814 0.016857666871961777 -0.050053726071669198 0.0064599104551620922
leaf_weight=50571.165394946933 5.0444582328200331 58.900121197104454 117.42223508656025 208.60625725984573 4782.7025427669287 180.97259292006493 113.34512899816036 8441.9839887544513 9494.9361325502396 3313.0132348388433 215.84721875190735 3332.9837995395064 15.311841666698454 18.811446756124496 3574.5763755738735 3561.6892894655466 178.09480776637793 5473.9514638185501 23172.409134402871 40.418087393045425 1751.92779520154 9667.533361338079 2811.6931346803904 6075.7636424154043 137.70980124175549 1895.5579652935266 22.011140570044518 11.360319145023821 88.098346382379532 5.6479305624961844
leaf_count=206900 29 315 643 851 28587 771 529 38358 39042 13391 963 14304 98 82 14535 14655 942 22231 96032 205 7339 40731 11921 24731 818 7790 122 61 569 32
internal_value=-4.49325e-05 -0.00193314 -0.0157718 0.00018502 -0.000504749 -0.00417166 0.00121681 -0.00461935 0.00330738 0.000301969 -0.00150881 0.00012512 -0.00797201 0.0254632 0.00338123 -8.98206e-05 -0.0137003 0.00409703 0.00105374 0.0224034 -0.0012322 -0.00246967 0.00144778 -0.00217312 -0.018885 -0.00231014 -0.00130627 -0.0284263 -0.0435038 -0.0466489
internal_weight=139339 15127 450.038 124212 74444.9 13424.5 49767.6 13224.7 17073.1 61020.4 14677 32694.5 351.247 199.784 6887.59 54132.9 295.517 14968.9 23285.8 55.7299 14447 9883.38 4563.62 9408.75 229.981 2104.16 80.9113 149.07 98.7907 93.7463
internal_count=587577 64788 2518 522789 317279 67798 205510 66945 69914 249481 62270 135596 1888 853 27926 221555 1585 61273 96561 303 60954 41694 19260 39035 1316 8641 437 879 630 601

Tree=73
num_cat=0
split_feature=6 12 23 23 44 6 28 6 31 17 53 25 28 28 6 37 24 23 35 9 23 9 9 8 24 12 17 46 17 24
split_gain=15.408 24.5215 22.5521 29.212 39.9915 30.7909 29.7262 24.5882 25.692 19.8593 26.1011 18.0979 16.2499 19.7163 15.6807 17.9329 14.7225 14.2782 14.0516 13.6855 13.6199 13.1298 12.2606 12.8513 11.9131 11.8134 9.15476 6.93638 10.4785 8.64127
threshold=0.99501240253448497 -0.27979271113872523 -0.0016591091989539561 -0.0018641663482412694 3.7914838790893559 6.0548711189767353e-05 0.027290806174278263 0.22455577552318576 -0.10053554549813269 -0.9409729242324828 0.77570027112960827 -0.080528717488050447 0.0023107397137209777 0.018866457976400856 -0.16700311750173566 6.4100220203399667 -0.40780907869338984 0.072871152311563506 1.2243171930313113 0.050703926011919982 -0.008314674720168112 0.04899996146559716 -0.01001367252320051 0.0217973105609417 0.66165438294410717 -0.19733574241399762 0.047397745773196227 -0.0035360321635380383 0.13049447536468509 -0.58500742912292469
left_child=2 22 3 14 5 -5 -6 8 17 10 11 -3 16 -14 15 -1 -11 -4 24 -10 -16 -20 27 -24 -9 -12 -25 29 -29 -2
right_child=1 9 7 4 6 -7 -8 18 19 12 25 -13 13 -15 20 -17 -18 -19 21 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00025699383966889129 0.042269614516505939 -0.03902320067811841 -0.00018291918062073614 -0.0042323656432069192 0.017496259009191061 0.0004192634049618354 -0.009925006520413877 0.001503261672674611 0.0074327227309198517 -0.017587517373585722 0.046876433537306333 0.011111510576497043 -0.0051007882287015518 -5.9140399603835217e-05 -0.0021977777939379182 0.016243863753043878 0.020103215758040298 0.02029720110139193 -0.0057564147067259361 0.0024934300085589453 0.0031820335791487579 0.00016172861016741831 -0.0069977228065325877 -0.033689550378396702 -0.0021148745802433162 -0.038123001557422528 -0.010982380098137163 0.015693896788062663 0.11370041118042386 -0.031419343061262241
leaf_weight=47296.070543825626 8.7532693296670931 133.11724668741226 5487.2888665944338 14560.540903378278 586.40887458622456 7507.6721086353064 179.81349077820778 19550.797095268965 4866.2014327794313 43.500255450606346 25.604551941156387 30.878204651176929 3640.4385067671537 10453.601758047938 1979.8321675136685 230.3832763582468 211.37097436189651 121.11407265067101 2335.8765201196074 3261.4506017118692 9490.6494032815099 2956.7115373909473 262.88708638399839 168.98507902026176 3780.3365177363157 7.3186758905649176 97.44507023692131 13.287367671728136 5.3170178830623618 15.088379472494124
leaf_count=193579 39 938 22480 71831 2400 31140 727 81015 20131 190 136 202 16178 43159 8371 943 933 517 9930 13235 38806 11969 1292 980 15715 40 551 61 23 66
internal_value=-4.24321e-05 -0.00182088 0.000174055 -0.000397973 -0.00218979 -0.00264987 0.0110612 0.00127911 0.00333108 -0.00134977 -0.0199591 -0.0295835 -0.00109438 -0.00136138 0.000295538 -0.000177006 0.0136703 0.000259351 0.000294404 0.00545069 0.00225347 -0.00245024 -0.0138061 -0.0162527 0.000917016 0.0279815 -0.0253846 0.0167038 0.0437036 -0.00436504
internal_weight=139309 15117.6 124191 81831.4 22834.4 22068.2 766.222 42359.8 13736.1 14545.8 196.919 163.995 14348.9 14094 58996.9 47526.5 254.871 5608.4 28623.7 8127.65 11470.5 5292.59 571.763 529.317 23331.1 32.9232 266.43 42.446 18.6044 23.8416
internal_count=587577 64788 522789 347797 106098 102971 3127 174992 56363 61776 1316 1140 60460 59337 241699 194522 1123 22997 118629 33366 47177 21899 3012 2823 96730 176 1531 189 84 105

Tree=74
num_cat=0
split_feature=25 6 17 12 33 29 2 33 51 53 34 1 0 55 34 14 47 14 8 19 17 47 55 8 4 27 7 26 51 49
split_gain=15.4232 21.3385 32.7985 19.2832 25.3553 18.3213 17.0223 15.7977 15.4189 14.3582 13.8591 14.1472 13.548 12.4517 12.2099 14.6176 11.4235 11.1857 11.1726 10.4544 9.81967 9.81107 14.4257 12.1748 10.9259 10.8742 10.122 8.82541 10.7849 9.93805
threshold=-0.96568456292152394 0.90988287329673778 -0.89923131465911854 -0.13890884816646573 -0.3380224853754043 -0.19943871349096295 -0.0032923403196036811 -0.37432813644409174 -0.27795830368995661 0.77570027112960827 -1.3084232211112974 -0.0013754856190644202 0.003177645150572062 0.45326490700244909 1.5559740066528323 0.031393237411975868 -0.5827713906764983 0.035031789913773544 -0.11118129268288611 -0.018237189389765259 1.5450143218040469 0.76390226185321819 -1.9132363796234129 -0.49987518787384028 -0.14124661684036252 -0.078926280140876756 -0.56516984105110157 1.3804560899734499 1.3912253975868227 -5.6118199825286856
left_child=1 14 9 4 6 16 7 -2 -7 18 11 -6 -12 -8 27 20 -4 -17 -3 -11 -16 23 -23 26 -24 -25 -5 29 -29 -1
right_child=3 2 5 21 10 8 13 -9 -10 19 12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 22 24 25 -26 -27 -28 28 -30 -31
leaf_value=0.068077750926547942 0.0031325397483933466 0.014895850595502932 -0.02331500783054867 0.0014741537017171639 -0.0018558563747089578 0.068225714367219609 -0.00090170689627157253 -0.0010975730631005228 -0.0021050161859229328 0.077149315826346127 0.0027479688614522797 -0.037877839753048363 -0.00015412164386693374 -0.0050241182138888408 -0.032094305748866334 0.054600008027609753 -0.0078900471971658226 -0.0059960338681519353 -0.04995938300742854 -0.021921891802351743 0.044930398052947532 0.02445233994752935 0.0095956454852644917 0.0042274576121024386 0.00031814740918101032 -0.0014686454881536605 0.012549769356072885 -0.0045719457052941868 0.016505706586770318 -8.1029910208057877e-05
leaf_weight=7.449823133647441 6264.322676487267 10.225339792668818 230.52401707321405 1445.1161476075649 2381.5882120877504 10.911481216549872 9543.2084243521094 6032.9484062194824 1955.2370276600122 6.099068656563758 28791.338160164654 38.567060962319374 6951.6503161489964 3480.8127436637878 110.60364818945527 10.902433335781096 607.7459152340889 387.70517125725746 96.567169792950153 9.4564094394445402 6.0781966671347609 89.261203944683075 458.31881558895111 1205.2053839713335 12317.006828725338 36485.748040795326 358.48672205209732 2377.0103167369962 87.61864709854126 17525.08436781168
leaf_count=35 26537 73 1196 5810 10073 46 41752 25066 8307 34 120271 163 29191 15759 1217 59 2578 1832 681 52 57 363 1849 4907 50140 153364 1441 10086 360 74278
internal_value=-4.00454e-05 -0.00142029 -0.00613307 0.000239225 0.000930528 -0.00482851 -0.000517018 0.00105728 -0.0017147 -0.0360356 0.00189098 -0.00242989 0.00218354 -0.00200347 -0.000747854 -0.00971507 -0.0121319 -0.00433865 -0.0437495 0.0169224 -0.0280819 -0.000598965 0.000816127 -0.0010599 0.000650981 -0.00128651 0.00367556 -0.000516785 -0.00382263 -5.20683e-05
internal_weight=139283 23439.2 2926.77 115844 63484.4 2804.42 25321.3 12297.3 1966.15 122.348 38163.1 2420.16 35743 13024 20512.5 515.289 838.27 398.608 106.793 15.5555 116.682 52359.1 12864.6 39494.6 12775.3 37691 1803.6 19997.2 2464.63 17532.5
internal_count=587577 100891 12967 486686 268812 12127 109114 51603 8353 840 159698 10236 149462 57511 87924 3165 3774 1891 754 86 1274 217874 52352 165522 51989 158271 7251 84759 10446 74313

Tree=75
num_cat=0
split_feature=1 1 18 33 28 31 46 34 2 11 11 48 49 51 33 17 23 14 23 46 27 14 18 20 32 12 55 20 55 27
split_gain=21.5276 89.2105 24.5092 17.1813 16.5448 15.7266 18.7546 14.532 14.4707 14.2913 15.9658 14.1838 14.7916 13.9436 34.6215 13.819 14.7511 12.8694 12.4968 12.4059 12.2522 11.9259 11.6125 11.2879 10.4761 9.69939 9.6046 12.5988 9.72317 9.08563
threshold=-0.0026376470923423763 -0.0026260424638167019 -0.014041996560990809 -0.36028802394866938 0.0017367406981065871 0.072833202779293074 -0.0041784720961004487 1.0324587821960451 -0.0053398483432829371 -1.1389113068580625 -1.4021638631820676 0.80370745062828075 -1.0793523788452146 -0.22489163279533383 -0.29238109290599817 -0.48803149163722986 0.030892745591700081 -0.20494142919778821 -0.0093435486778616888 0.042582707479596145 0.03819540701806546 0.0041722557507455358 -0.012959286570549009 -0.026029813103377816 0.31653484702110296 -0.084310915321111665 1.010106146335602 -0.031381107866764062 0.97284260392189037 1.0000000180025095e-35
left_child=5 2 3 8 25 6 11 15 -2 10 -3 12 -1 14 -11 16 -7 -6 -5 -15 21 -8 -17 -13 -22 -4 28 -28 -9 -12
right_child=1 9 4 18 17 7 20 26 -10 13 29 23 -14 19 -16 22 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0060407963705680174 0.00575298980569735 -0.033589851632237905 0.00080385007565211494 -0.022369616036823539 0.0017388170144448387 0.00012241097490079918 0.0032133388308197277 -0.00057082818814381943 -0.0094146893272072426 -0.00069690330719373195 0.0055140660433425758 -0.0025978054956554766 -0.0011637764650528593 -0.0011889794574434821 0.0038932506555057166 0.0058478195430320193 0.014763794825784696 -0.01404714795929194 -0.00062566014270272648 0.0019223310030653535 -0.0069919770807171057 -0.00042157677102419599 0.0020667121209036335 0.001850739449539846 -0.046849820499919252 -0.0093912527773848415 0.063875293794762825 -0.0095043050921893753 0.025199661479931534 0.025329856973497173
leaf_weight=2496.1923746615648 245.65397964417934 24.88745479285717 623.36624912917614 94.497386913746595 195.66754561662674 7100.8661345392466 9443.9566380307078 3110.4182097911835 2014.6061612814665 15127.075754657388 160.51568828523159 2572.6493949890137 16303.812600970268 33020.383456453681 9198.0524104386568 5494.1367743760347 247.89514403045177 2212.7379957661033 3492.4078728631139 5158.0162787586451 238.31009739637375 4708.5547445639968 5825.2549992799759 8700.6948786228895 25.401740714907646 678.29868206381798 8.2639202326536161 565.29352883994579 51.813314869999886 161.66683192551136
leaf_count=10394 1099 102 2635 452 871 29680 39094 12815 11584 64889 661 10432 67468 138354 38196 22668 1069 10436 17348 21429 987 19746 23944 35173 104 2847 37 2321 213 663
internal_value=-0.000101526 -0.000806498 -0.00611725 -0.00373729 -0.00986812 0.000661559 1.95952e-05 0.00193637 -0.00776621 1.06916e-06 0.0119403 -0.000819114 -0.00181133 -6.52272e-05 0.00103877 0.00260856 0.000616308 -0.0127646 -0.00119851 -0.000768632 0.00176921 0.002004 0.00390196 0.000835553 -0.0108312 -0.00450883 -0.00142264 -0.00844704 -0.000148577 0.0154574
internal_weight=139301 72407.8 9557.24 5847.17 3710.07 66893.5 44489.6 22403.9 2260.26 62850.6 347.07 30073.3 18800 62503.5 24325.1 18668.2 7348.76 2408.41 3586.91 38178.4 14416.2 14152.5 11319.4 11273.3 263.712 1301.66 3735.79 573.557 3162.23 322.183
internal_count=587711 311566 47272 30483 16789 276145 183398 92747 12683 264294 1426 123467 77862 262868 103085 77361 30749 11307 17800 159783 59931 58840 46612 45605 1091 5482 15386 2358 13028 1324

Tree=76
num_cat=0
split_feature=1 1 13 21 28 34 19 11 19 1 18 0 7 28 13 9 33 33 14 0 28 18 8 49 55 12 55 50 25 35
split_gain=19.0675 79.2052 31.6092 16.476 15.1993 14.5577 14.9836 13.9092 13.6279 13.4632 23.5611 15.2735 13.0075 13.2731 11.7143 15.4886 11.172 11.1006 16.226 11.3342 9.61408 11.2255 10.5355 9.27145 8.54635 7.98179 7.27038 6.93752 0.58184 0.0266737
threshold=-0.0026376470923423763 -0.0026260424638167019 0.057617817074060447 -0.20033397525548932 0.57238769531250011 -1.4177638888359068 -0.023943598382174965 1.250900447368622 0.10361925140023233 0.0001867155733634718 -0.019392709247767922 0.0015406901366077366 0.24059391766786578 -0.075265623629093156 -0.83258375525474537 -0.0095503684133291227 -0.36626453697681421 -0.37432813644409174 0.0021507162600755696 -0.023210387676954266 -0.001638131507206708 0.018819342367351059 0.017569158226251606 1.544707775115967 -1.0882874727249143 -0.17571865022182462 -1.0423914194107053 -0.98137247562408436 0.14778019487857821 -1.2242467403411863
left_child=5 2 3 8 -5 6 28 17 -2 10 25 -12 23 -14 15 -8 -16 18 -7 -19 21 -4 -22 -11 27 -3 -26 -9 29 -1
right_child=1 9 20 4 -6 7 14 24 -10 12 11 -13 13 -15 16 -17 -18 19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.082172184173116267 -0.0059061047287055799 -0.0030301813531733567 0.026375722760163131 0.00035056923272825134 -0.086093506577812257 0.0046988699120991701 0.0021120850508615846 0.0054951320698515696 -0.055433335358975627 -0.0006353014503563682 0.0036571169189985203 -0.00067328242530576975 -0.0051446938679809689 0.0044306384667298464 0.0015966777869121541 0.030780246339583216 -0.0046276842134576734 0.0028529546196367889 -0.00072639712200467204 0.00028790696790657525 -0.0089477444838942793 -0.034187324195707795 -0.021897756844030988 -0.0044178876507789287 0.066706561965863997 0.011404986640788163 -0.0094526295719933144 -0.05860741571082545 -0.051328504413752876 -0.075136472808094656
leaf_weight=3.8402036726474762 6508.6059433966875 4048.3922629319131 37.030604436993599 2011.0783949643373 7.1054057106375685 5808.6431165039539 463.30006735026836 8.0329201668500918 19.397121720016003 38338.520320221782 10409.309593848884 3896.5193293467164 604.96170452237129 3017.4366244748235 1369.229847677052 76.423026457428932 3761.1146866977215 6911.2685121744871 2865.7437246963382 45310.725143708289 346.81986960023642 14.956489965319632 591.91552218794823 2396.6723714023829 4.431103602051734 137.88139025866985 285.21068263053894 21.897963166236877 4.2077323645353317 3.666747145354746
leaf_count=20 33693 18402 154 8910 36 23847 1871 33 87 161076 43116 16378 2439 12184 5812 312 15845 28109 12218 186743 1533 62 2797 10122 18 577 1180 90 24 23
internal_value=-9.56301e-05 -0.000759258 -0.00576937 -0.00461287 4.62262e-05 0.000622447 -0.00223437 0.000887604 -0.00605327 9.84223e-07 0.0013384 0.00247763 -0.000556566 0.0028315 -0.00209666 0.0061714 -0.00296647 0.00095203 0.00290653 0.000627376 -0.0157456 0.00895196 -0.0171133 -0.000857852 -0.0113891 -0.00255474 -0.0082875 -0.0414034 -0.0688914 -0.0787356
internal_weight=139284 72386.6 9536.91 8546.19 2018.18 66897.7 5681.78 61216 6528 62849.7 18492.1 14305.8 44357.6 3622.4 5670.07 539.723 5130.34 60896.4 8674.39 52222 990.722 51.9871 938.735 40735.2 319.573 4186.27 289.642 29.9309 11.7147 7.50695
internal_count=587711 311566 47272 42726 8946 276145 23907 252238 33780 264294 78473 59494 185821 14623 23840 2183 21657 250917 36065 214852 4546 216 4330 171198 1321 18979 1198 123 67 43

Tree=77
num_cat=0
split_feature=34 9 29 18 34 45 51 50 0 28 28 55 20 48 7 42 13 9 19 16 25 34 8 18 8 23 7 11 46 46
split_gain=15.2686 27.6367 16.4101 15.6297 13.3635 12.6389 12.1219 12.0516 12.0362 16.1754 17.4448 11.7748 11.7524 15.4601 15.3602 10.9617 10.8278 13.3626 10.6369 10.4444 10.1091 12.0951 9.90123 9.80708 9.77246 11.6573 10.7353 8.82201 8.56863 7.94034
threshold=1.0632801651954653 0.093192353844642653 0.81038707494735729 -0.011351529974490402 -1.4177638888359068 -0.00034587539266794915 -0.21416079998016355 0.60321551561355602 -0.028491796925663945 -0.014636639971286057 -0.0094470065087079984 -1.1102300882339475 -0.01349373161792755 -2.633162140846252 -0.33078874647617335 1.0000000180025095e-35 -0.83258375525474537 -0.0095503684133291227 0.0097953565418720263 -0.4819915890693664 0.068584930151700987 1.568394720554352 -0.0069390225689858189 0.08623185753822328 0.39470449090003973 -0.0084719415754079801 0.012379661668092014 -1.9310770034790037 0.068107988685369505 0.022765899077057842
left_child=4 2 5 15 16 11 7 -5 9 27 -11 -2 13 -10 -14 28 17 23 -19 -8 21 -4 -7 -1 26 -26 -18 -6 -3 -22
right_child=1 3 20 6 8 22 19 -9 12 10 -12 -13 14 -15 -16 -17 24 18 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0059358504850966229 0.0037263274342942345 0.0032435027652911248 0.011682622522805039 -0.0295145209678544 0.0085006403365672605 -0.011759019677415347 -0.030334811823255738 0.0021608050986915935 -0.018372039450952338 0.019754563026527849 0.0047059856296490787 -0.0021176101468956751 0.0034527438531929454 0.00071099142973811424 -0.0011666851335780186 0.050981984383586254 -0.0013321501137366317 -0.019906624136316171 0.038296743714140068 -0.00028853941770210666 0.017254738022990223 0.054400506099674208 -0.0037710152255954815 -0.015992399582131167 0.057798663287202137 -0.00057237590756867393 -0.0065720571105903521 -0.00060564715295916048 0.042387049643541432 -0.0069970349958474254
leaf_weight=376.61112160980701 1425.8353734537959 5051.1876244992018 245.46534064412117 101.40063612163067 416.66710487008095 571.322640016675 40.612003326416016 71.152335226535797 148.11095106601715 303.72342354059219 2289.520184263587 7583.6170534044504 2760.8107517957687 66474.61889577657 27113.674426414073 16.90599200129509 3492.0403045117855 13.187289342284201 63.857701942324638 4814.0258746743202 63.115085750818253 25.466080263257027 9900.5512468889356 87.489228039979935 19.950913175940514 29.549962237477303 2230.3026907444 3330.0404731035233 19.542145133018494 184.0075655579567
leaf_count=1522 6186 20382 1022 409 1678 2345 164 288 999 1239 9438 33139 11109 279237 113795 68 14459 54 260 19466 261 107 44061 352 80 119 11193 13436 79 764
internal_value=-9.0077e-05 -0.00126621 -0.00253732 0.00124705 0.000234416 -0.00281292 -0.0010861 -0.0164532 0.000396165 0.00288638 0.00646849 -0.00119275 0.000232556 0.000668567 -0.000739787 0.00355249 -0.00240045 0.0055796 0.0283345 -0.000539895 0.00782654 0.0156979 -0.00420682 0.00180208 -0.00314863 0.0229536 -0.00337442 0.000407053 0.00339436 -0.000803136
internal_weight=139264 30114.2 19999.4 10114.8 109150 19481.3 5027.19 172.553 102837 6339.95 2593.24 9009.45 96497.2 66622.7 29874.5 5087.64 6312.99 541.145 77.045 4854.64 518.054 270.931 10471.9 464.1 5771.84 49.5009 5722.34 3746.71 5070.73 247.123
internal_count=587711 128741 87885 40856 458970 85731 20327 697 430931 25791 10677 39325 405140 280236 124904 20529 28039 2188 314 19630 2154 1129 46406 1874 25851 199 25652 15114 20461 1025

Tree=78
num_cat=0
split_feature=1 1 6 21 29 9 31 46 45 35 48 49 11 11 34 35 32 35 17 24 28 24 51 33 6 29 55 31 27 31
split_gain=15.9829 69.8265 33.8175 21.9025 22.7532 20.6374 13.8203 16.7202 13.3826 12.9843 12.4951 12.772 12.3623 14.1445 12.2351 17.4669 13.7267 12.7981 12.4968 12.0619 14.5589 12.4086 11.9897 30.4647 11.9004 10.0645 9.40641 9.37431 8.03408 5.53575
threshold=-0.0026376470923423763 -0.0026260424638167019 0.64674586057662975 -0.20033397525548932 -0.071069013327360139 -0.035971580073237412 0.072833202779293074 -0.0041784720961004487 0.001072026963811368 1.1887255907058718 0.80370745062828075 -1.0793523788452146 -1.1389113068580625 -1.4021638631820676 1.0324587821960451 1.2879521250724795 0.0025841339956969027 1.4130353927612307 -0.48803149163722986 -0.82816439867019642 -1.0695331096649168 2.5276122093200688 -0.22489163279533383 -0.29238109290599817 0.4528979361057282 -0.20726530998945233 0.99779957532882702 -1.3418890833854673 1.0000000180025095e-35 -0.43717303872108454
left_child=6 2 3 4 -2 27 7 10 -5 -7 11 -1 13 29 17 26 -17 18 -8 20 -9 -21 23 -14 -24 -12 -16 -4 -15 -3
right_child=1 12 5 8 -6 9 14 19 -10 -11 25 -13 22 28 15 16 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0056856304048584182 -0.0033965881425462733 -0.0070013784129167563 -0.070584201967627228 -0.0016215579962342156 -0.011179517766359942 -0.014674182875566856 0.00051839080481110153 -0.04057541284354868 0.0094070514709388344 -0.037080459693188135 -0.0027539395997841823 -0.0011514162078419595 -0.0006463124011714999 0.0050658647328810586 -0.0061301978463696788 0.040628324094989975 0.00044815774042181959 -0.079640077610646426 0.0036428456870011574 0.0026862656525870675 -0.0014510735900798021 -0.012531541085528761 0.00014666692780139541 0.0036591223005816658 -0.0019853193372442561 0.0016230232397756877 -0.023403600579333547 0.013543929773361258 0.023683148244274969 -0.063104885228516538
leaf_weight=2493.2510681152344 4566.8975882828236 13.849723353981974 4.8172607794404021 1263.748636059463 1832.1051295436919 1090.9016384854913 7349.0349809229374 33.525748088955879 549.55900362879038 98.127525322139263 2296.5113339945674 16301.689515516162 15121.823204766959 160.63758717477322 713.69911660254002 29.906202882528305 2861.4574727416039 6.6193244457244864 11320.068939730525 11536.345669418573 2659.935171186924 189.5836203545332 23124.451709225774 9202.4217762798071 15041.994853049517 8977.91569262743 129.6823610663414 107.49234441667795 162.12020812928677 10.972265318036078
leaf_count=10394 24562 57 23 5632 8713 5062 30745 135 2368 464 9319 67468 64889 661 2942 124 11787 27 46589 47960 11054 782 96348 38196 63435 36286 533 448 663 45
internal_value=-8.48146e-05 -0.000692623 -0.00540321 -0.00400295 -0.00562493 -0.0142398 0.000572534 -2.9333e-05 0.00172088 -0.0165233 -0.000821395 -0.0017529 2.05561e-05 0.0111166 0.00176735 -0.00131541 0.000863753 0.00238383 0.00241291 0.00162239 -0.00193806 0.00244023 -4.11614e-05 0.000982533 -0.000693582 0.000731471 -0.00878624 0.00993545 0.0144173 -0.0318013
internal_weight=139251 72351.9 9513.65 8212.31 6399 1301.34 66899.2 44488.8 1813.31 1189.03 30069.4 18794.9 62838.3 347.58 22410.5 3734.75 2891.36 18675.7 18669.1 14419.4 2693.46 11725.9 62490.7 24324.2 38166.4 11274.4 843.381 112.31 322.758 24.822
internal_count=587711 311566 47272 41275 33275 5997 276145 183398 8000 5526 123467 77862 264294 1426 92747 15386 11911 77361 77334 59931 11189 48742 262868 103085 159783 45605 3475 471 1324 102

Tree=79
num_cat=0
split_feature=6 17 53 24 20 2 1 28 26 7 34 14 3 6 6 19 13 17 25 28 47 22 28 5 28 1 17 22 25 34
split_gain=14.8271 25.12 32.4462 17.3272 16.5585 13.733 15.2174 12.0065 11.9062 11.4954 11.1723 12.3698 22.3759 12.3493 11.0683 10.8973 10.4723 10.2603 9.06665 8.93146 8.21331 7.75614 7.70637 12.1156 9.94317 7.16685 6.27719 5.77324 5.67812 3.60294
threshold=1.2513199448585512 -0.9409729242324828 0.77570027112960827 0.88535118103027355 -0.03003571834415197 -0.021956795826554295 -0.18902185559272763 0.0025741386925801639 -0.062761571258306489 -0.13328737020492551 -1.4177638888359068 0.080323178321123137 0.022765812464058403 -0.56474852561950672 1.4106664657592776 -0.0212327791377902 -0.83258375525474537 -0.8667066991329192 -1.7836227416992185 0.069395199418067946 -1.9294450879096983 -0.28140735626220698 0.0029772045090794568 1.0600636005401614 0.022439152002334598 0.044205777347087867 0.028433793224394325 0.72749951481819164 0.1383219659328461 0.59478339552879345
left_child=3 2 9 10 22 20 29 8 -6 14 16 13 -13 -12 -2 -8 17 -1 -18 -9 26 -4 23 -3 -24 -22 -5 -23 -11 -7
right_child=1 4 21 5 7 6 15 19 -10 28 11 12 -14 -15 -16 -17 18 -19 -20 -21 25 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.079451390586609383 0.11272123643466027 0.047565856067262047 0.11224067025668079 -0.01118844377470749 -0.019508710685759215 -0.039516219004491898 -0.0064451662808281693 -0.0035108766428847502 0.013432492830445748 -0.054340342043255073 -0.00037598767294719828 -0.0018817038091713996 0.0031141255218092305 0.0012335116082792621 -0.018529580672793755 -0.0015249005327061572 0.01073718087874029 0.0066764901516065461 -0.0033685278987291441 0.00018701013245442963 0.003718725721309905 -0.0051498342524145214 -0.021185550340149694 -0.026917721205303453 -0.0055964523923735052 0.037054609975483495 -0.076468274825980495 0.06492336305082691 -0.011894034295947226 -0.11065152751343665
leaf_weight=4.8604731857776633 2.8797434270381919 18.552761726081375 3.9903740286827114 18.03429272770882 43.573646605014801 4.9471308588981611 1748.9131531082094 4708.3586206883192 309.37163117527962 81.3951311185956 22491.062925979495 15118.362312629819 3932.6300761476159 63295.462640807033 10.013702295720575 15057.44051515311 163.68537160009146 512.02372863888741 5126.8393038958311 4396.8120566904545 1536.4398090094328 10.935507923364641 269.94341613352299 12.879379279911516 301.49992609024048 22.782480165362358 7.1646327525377265 6.540784239768981 12.679518632590769 4.9669391512870789
leaf_count=20 20 105 21 77 190 20 8371 20516 1349 612 92191 63381 16333 267926 70 63212 846 2069 22891 17935 6288 57 1544 79 1325 93 30 35 85 20
internal_value=-7.98938e-05 -0.00224661 -0.0281744 9.11898e-05 -0.00191562 -0.00158527 -0.00208002 -0.00131132 0.00936566 -0.041459 0.000369992 0.000509529 -0.000850432 0.000811541 0.0107852 -0.00203692 -0.00214898 0.00586659 -0.00293211 -0.0017252 0.00366579 0.0380225 -0.0113961 0.0170461 -0.0129606 0.00420581 -0.029749 0.0210762 -0.0486194 -0.0751549
internal_weight=139235 10189.4 128.435 129046 10061 18400.7 16816.3 9458.12 352.945 106.968 110645 104838 19051 85786.5 12.8934 16806.4 5807.41 516.884 5290.52 9105.17 1584.42 21.4667 602.875 31.4321 571.443 1559.22 25.1989 17.4763 94.0746 9.91407
internal_count=587711 43943 900 543768 43043 78111 71623 39990 1539 787 465657 439831 79714 360117 90 71583 25826 2089 23737 38451 6488 113 3053 184 2869 6381 107 92 697 40

Tree=80
num_cat=0
split_feature=31 9 20 7 20 14 49 23 6 23 19 33 17 17 19 13 1 12 6 1 13 51 55 33 24 50 25 45 17 7
split_gain=12.4184 14.1623 16.6551 14.8333 13.7504 13.1877 18.1326 17.934 34.203 25.5389 21.1227 15.8374 15.8209 15.058 14.7799 12.5296 12.1709 11.2397 11.392 10.6659 14.7444 10.2953 9.89252 9.47449 9.34957 9.21593 9.09639 8.64204 6.53021 8.38131
threshold=-1.4710850715637205 0.0063878686632961043 -0.0044621564447879783 0.14696988463401797 -0.003574241884052753 0.0080465008504688757 -0.36369965970516199 -0.0018552878173068164 0.22455577552318576 -0.0018641663482412694 -0.013684673234820364 -0.37806479632854456 -0.9409729242324828 0.33878791332244879 0.078965377062559142 -0.32953470945358271 0.0030505141476169233 0.16684271395206454 -0.72876152396202076 0.018215530551970009 0.3048043698072434 -0.303064614534378 1.7314566969871523 -0.25627556443214411 -1.9572373032569883 0.92031461000442516 -0.68426674604415882 -0.025680452585220333 1.3031711578369143 0.21182227879762652
left_child=1 2 17 19 25 6 13 9 21 15 -11 14 -10 16 -8 -7 -2 22 -19 20 -3 -9 -1 -6 -13 -4 -21 -15 -5 -30
right_child=5 3 4 28 23 7 11 8 12 10 -12 24 -14 27 -16 -17 -18 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0054071803347238347 -0.00030750348228513543 0.0038401402167734062 0.011361270412217597 -0.026366580453984798 -0.0060511789989021849 0.010770966519041587 0.0060149317874196558 0.012588704256063565 -0.013368185207501097 -0.0018018780639387833 -0.0070880910982600749 0.0077216495889411429 -0.00028635651889554397 0.012741293309273146 -0.056826202498250919 -0.0003161653717714406 -0.0051486193788498769 0.044637965947772244 -0.03830972129316302 0.059383965215051196 -0.077074461333811281 0.0034171821491591195 0.0028029950624674756 0.0046815740298229236 0.0012031684158423448 0.064834469973215958 0.012841869445515028 0.0021643296711571533 -0.03057589664210315 0.016351542906739517
leaf_weight=4767.5811228081584 27160.966607175767 1423.7360143661499 26.258138328790665 81.720552429556847 415.26149226725101 361.54486414790154 3297.905331119895 451.90702418237925 325.40979993343353 7754.0201853401959 3982.7821432352066 791.83705551922321 29080.576157689095 283.00412751734257 13.079946666955946 19061.253349665552 1936.6358993053436 6.4272909909486762 55.816850334405899 21.165470018982887 7.8826931416988364 7445.9516039937735 572.17569935321808 922.01074832677841 23433.106576308608 19.589560881257057 47.25211039185524 5397.4720106422901 20.627596616744995 37.033869728446007
leaf_count=19789 113673 5837 108 330 1688 1467 13722 1923 1757 38718 18359 3255 121856 1152 53 78781 8106 26 227 89 33 30519 2365 3778 97073 80 197 22411 83 149
internal_value=4.58062e-05 -0.0021498 -0.00333889 0.0027715 0.002438 0.000187245 0.000808266 -0.000377996 0.000494736 -0.00142282 -0.00359571 0.00193934 -0.000431121 -8.72776e-05 0.00576668 -0.000109784 -0.000629711 -0.00481799 -0.0297446 0.00448222 0.00339461 0.00394197 -0.00452743 0.00134875 0.00141624 0.034209 0.02724 0.00269128 -0.0156393 -0.000436103
internal_weight=139202 8424.54 6785.12 1639.42 1383.12 130777 62314 68463.4 37303.8 31159.6 11736.8 27535.9 29406 34778.1 3310.99 19422.8 29097.6 5402 62.2441 1500.04 1431.62 7897.86 5339.76 1337.27 24224.9 45.8477 68.4176 5680.48 139.382 57.6615
internal_count=587604 34779 28061 6718 5654 552825 259445 293380 156055 137325 57077 114103 123613 145342 13775 80248 121779 22407 253 6156 5870 32442 22154 5466 100328 188 286 23563 562 232

Tree=81
num_cat=0
split_feature=31 3 3 3 11 31 31 33 29 46 13 55 9 9 29 55 6 31 8 55 13 31 55 4 12 15 17 53 5 46
split_gain=11.0009 16.2265 30.8666 19.6594 18.2939 15.2585 14.9102 14.8887 16.4947 13.7011 13.396 13.3128 12.6763 12.5428 16.1151 14.4673 10.6378 10.5921 10.2799 10.0531 12.4946 9.62257 8.87239 8.70559 7.98822 7.60116 6.91468 6.73524 6.62172 7.58661
threshold=-1.4710850715637205 -0.004409077111631631 -0.0043968558311462394 -0.012121802195906637 -0.32161284983158106 0.2047238573431969 -1.1749749779701231 -0.39436554908752436 -0.12122521921992301 -0.0057658771984279147 0.99458429217338573 -1.3123381733894346 0.010784063953906299 0.0063878686632961043 -0.048815311864018433 -0.14028859138488767 2.2011795043945317 -1.6572573184967039 0.086180739104747786 1.7314566969871523 -0.18088365346193311 -0.65595552325248707 -1.326905310153961 -0.075265679508447633 -0.16326468437910077 0.2124932259321213 -0.33740715682506556 -0.044355778023600571 1.8084771633148196 -0.0022995938779786225
left_child=13 3 4 6 21 16 10 8 -4 -6 -2 -8 -9 14 19 24 -5 -17 23 22 -21 -3 -1 26 -16 -25 -15 -7 29 -20
right_child=1 2 7 5 9 27 11 12 -10 -11 -12 -13 -14 18 15 17 -18 -19 28 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.005747656617396648 0.0029547949592721705 0.0090384857461623027 -0.0075830243821612938 0.0010905623833516514 -0.0016794585991719941 0.0033607425287676528 -0.004920121037623822 -0.0012414991456596537 0.0054885564120101199 -0.0099214906491351031 0.068858588467601609 -0.00036235188461533179 0.00061401117409271846 0.021384691563289402 0.061005081627455111 0.010032135434477174 -0.0095652909112237654 -0.001502810656526978 -0.0045141760314775905 -0.011306116433810747 0.0088244510773643429 -0.0024642013428351072 -0.0063700075243080271 0.0039916071276863176 -0.0062217708334832153 0.023625393599527904 -0.03746493448055814 0.01302627293627075 0.030613984317041813 -0.030839252914257598
leaf_weight=221.28821682929993 3820.2463720217347 368.42648883163929 1695.2765716314316 23366.240045242012 1007.4483289085329 10978.757744684815 2474.7563033699989 18484.31049175933 419.11815084517002 2316.2975048422813 10.76664426922798 22633.438055045903 41798.696965590119 9.1149735897779447 6.2140902131795874 711.95717307925224 330.73869205266237 453.70352107286453 107.44635960459709 151.92028720676899 365.65539281070232 809.18454834073782 4248.4655687659979 1350.2990184575319 623.16068653762341 72.315779775381088 29.261988371610641 256.83162286877632 12.536310121417044 59.051203578710556
leaf_count=912 15688 1665 8036 98132 4687 46002 10252 81283 1701 12172 44 93916 172816 37 26 2912 1442 1865 434 619 1521 3895 17652 5539 2554 300 118 1094 51 239
internal_value=4.3056e-05 0.000176169 -0.000466009 0.000848781 -0.00518445 0.00179091 -0.000288465 -0.00012562 -0.00499196 -0.00742328 0.00314001 -0.000811582 4.50643e-05 -0.00202373 -0.00314333 0.00165041 0.000941839 0.00554245 0.00260644 -0.0048687 0.00291567 0.00113452 -0.00577009 0.00424162 -0.00555801 0.00498965 -0.0234875 0.00358168 -0.0107373 -0.0138508
internal_weight=139193 130771 66898.8 63871.8 4501.36 34932.6 28939.2 62397.4 2114.39 3323.75 3831.01 25108.2 60283 8422.39 6782.36 1795.04 23697 1165.66 1640.03 4987.33 517.576 1177.61 4469.75 1460.99 629.375 1422.61 38.377 11235.6 179.034 166.498
internal_count=587604 552825 286255 266570 22419 146670 119900 263836 9737 16859 15732 104168 254099 34779 28061 7357 99574 4777 6718 20704 2140 5560 18564 5994 2580 5839 155 47096 724 673

Tree=82
num_leaves=28
num_cat=0
split_feature=5 46 21 9 14 45 34 34 31 2 9 11 25 22 34 14 31 17 17 6 33 25 17 21 1 18 16
split_gain=10.6696 14.0047 14.0693 12.0505 13.649 17.4658 12.0548 11.9955 9.85272 9.27769 8.82256 10.9163 8.95395 8.33905 8.11832 8.03627 7.5996 7.47357 8.92898 16.0257 11.1087 6.26631 6.1866 5.44308 5.27909 3.8585 2.36534
threshold=2.1598320007324223 0.15577694773674014 4.1274077892303476 0.34029473364353185 0.069736037403345122 0.089111424982547774 -1.4323611259460447 0.35337522625923162 2.4945137500762944 -0.00582822854630649 0.02992697432637215 -0.70575740933418263 -0.39114083349704737 1.6656646132469179 1.3376586437225344 0.11103906109929086 0.38142316043376928 -0.9409729242324828 -0.63436201214790333 -1.0968614816665647 0.33243049681186682 0.50806447863578807 2.231444358825684 -0.029046640731394287 0.012674727477133276 -0.006107933819293975 0.053901394829154022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 -6 -1 15 9 -5 12 -12 -3 14 -4 16 -2 -9 19 -19 -20 25 -15 -23 -10 -17 -18
right_child=7 2 13 8 5 -7 -8 17 24 -11 11 -13 -14 22 -16 21 26 18 20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.0023751906875063723 0.019979526637507152 -0.00044871807000623483 0.019264496623398256 -0.0035801019652566012 -0.0014494086515462372 0.0090463998114438376 0.00040718510748768679 0.057410282092555998 0.084292048989851334 0.0037687037864265901 0.07592154376433341 0.002848678536742501 0.020329301324661916 -0.029034049698557864 -0.048209330633527447 0.013151207500962145 -0.046061038672527241 0.053056744302407838 -0.00014066480697023221 -0.013677498582600258 -0.016529423613446188 0.050181670913037116 -0.09576469808665905 -0.025658816336905969 0.015829663312169749 -0.048238968008502393 -0.092747120747176975
leaf_weight=5737.288090325892 3.372899234294894 94.198534324765205 22.87008881568909 694.58568052947521 26609.150964327157 563.59083987772465 98142.434928119183 7.014918625354766 7.7328409999608976 4301.1142236888409 7.2162375152111045 514.9793234616518 309.08166917413473 23.777602180838588 8.5195806175470334 4.5947061479091653 5.6977553665637997 12.94579194486141 1514.3119130209088 386.61530505865812 159.09703458845615 7.6210719645023346 6.0710235238075247 5.8021039217710477 7.9528933465480804 15.88555708527565 11.209896966814993
leaf_count=25767 16 391 94 2790 112388 2344 413651 30 31 17351 29 2089 1292 98 35 20 34 54 6472 1743 652 33 25 25 32 68 50
internal_value=4.04679e-05 0.00010493 0.00710858 5.41405e-05 -5.44368e-05 -0.00123171 0.000253514 -0.00409911 0.00289354 0.00274695 0.00892084 0.00385847 0.015476 -0.0202797 0.000951188 -0.0315048 -0.060883 -0.00338518 -0.00359092 -0.0115153 -0.0016988 -0.0139312 -0.0426066 0.0174 0.0495806 -0.0344662 -0.0770143
internal_weight=139185 137051 986.714 136064 131052 27172.7 103880 2134.17 5011.39 4995.7 925.476 522.196 403.28 61.2383 31.3897 54.184 20.2806 2079.98 2072.97 399.561 1673.41 33.9034 29.8486 13.4232 15.6857 20.4803 16.9077
internal_count=587604 578407 4053 574354 554150 114732 439418 9197 20204 20141 3801 2118 1683 252 129 246 100 8951 8921 1797 7124 146 123 58 63 88 84

Tree=83
num_cat=0
split_feature=31 34 12 0 8 55 14 15 1 1 37 46 5 6 18 8 29 18 55 14 1 9 5 55 46 31 6 23 34 1
split_gain=9.69863 12.4944 12.6563 17.9554 13.1263 12.4184 10.6449 16.3519 16.2218 33.447 18.3484 17.8985 18.4016 16.8924 15.4669 11.5153 11.5862 11.1375 11.0794 10.4128 12.2081 10.1119 9.72742 9.52718 8.79043 8.03906 8.01904 17.6991 8.52197 7.34941
threshold=-1.4710850715637205 0.017950625158846382 -0.1797700226306915 -0.0026790744159370656 0.014410994481295349 -0.24937080591917035 0.0080465008504688757 -0.038013264536857598 -0.0023264853516593571 -0.0026376470923423763 6.9865906238555917 -0.0032662618905305858 -0.92767783999443043 0.66113388538360607 0.046438999474048621 0.021157374605536464 0.44090917706489569 -0.018217258155345913 -1.2848619222640989 -0.25586453080177302 -0.088517736643552766 -0.41331471502780909 0.4272840023040772 0.092965848743915572 0.026079261675477031 -1.6572573184967039 -0.99584147334098805 -0.06074221991002559 0.16797912120819095 -0.0076153380796313277
left_child=1 2 3 4 -1 22 7 17 9 10 -8 12 -10 -11 -13 16 -9 24 -19 26 -21 -22 -4 -17 -2 -7 27 -3 -28 -5
right_child=6 19 5 29 -6 25 8 15 11 13 -12 14 -14 -15 -16 23 -18 18 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0034736670316322413 -0.0063516838018313733 0.0090212854834369922 -0.0047881077726890141 0.011467716319659191 -0.01242040297000202 0.0048645830626848725 -0.00030982215675953278 0.0032030169164959056 -0.030436447530852603 -0.0042808400675220298 0.036020648153723918 -0.00064304174370179721 0.0024857907631703905 -0.0133771622353255 0.0049916347695529292 0.0019592601169123353 -0.014029775100456844 -0.0033016861490258614 0.00038861479181154717 -0.072714635235854669 -0.034992369270791072 0.0022684013851145485 -0.042734793676717904 -0.00079800531456099277 0.030390460664679382 -0.0023569162743650755 -0.072881898065078152 0.0801815633282877 0.01319599236529272 -0.0015071286904878797
leaf_weight=1019.3095152676105 1228.4071771278977 30.683394089341164 1136.9392409473658 200.86197051405907 1297.4548401087523 1330.3891620188951 12739.52429060638 12901.541539303958 59.419984921813011 4807.6441121920943 48.57510943710804 37228.356723807752 10943.88137203455 833.93585129082203 1776.7067950218916 9614.2561341077089 137.25520916283131 3160.1627610325813 27273.064578592777 7.6994265615940085 25.720260292291641 1776.7110975533724 24.012131854891777 7985.5099960193038 23.092646062374115 899.35379306972027 4.9194548726081875 20.161499157547951 21.507827654480934 624.30136140435934
leaf_count=4125 5263 124 4656 866 5330 5436 52988 53847 248 25324 202 156945 46375 3978 7320 40353 564 13031 112595 31 105 7402 99 33669 123 3689 20 82 87 2727
internal_value=3.80515e-05 -0.00190283 -0.00312447 -0.00582226 -0.0084841 -0.000624608 0.00016303 0.000720866 -0.000344966 -0.00184125 -0.000171822 0.000206464 0.002308 -0.00562545 -0.000386378 0.00169272 0.00302161 -0.000218901 5.4168e-06 0.00232546 0.00142002 0.0017367 -0.00557296 0.000708211 -0.00567372 0.00195183 0.0235358 0.0372384 -0.00282746 0.00165122
internal_weight=139181 8420.02 6532.62 3141.93 2316.76 3390.69 130761 62323.3 68438 18429.7 12788.1 50008.4 11003.3 5641.58 39005.1 30638.6 13038.8 31684.7 30433.2 1887.4 1810.13 1802.43 1160.95 17599.8 1251.5 2229.74 77.2722 50.8449 26.4273 825.163
internal_count=587604 34779 26928 13048 9455 13880 552825 259445 293380 82492 53190 210888 46623 29302 164265 128433 54411 131012 125626 7851 7538 7507 4755 74022 5386 9125 313 206 107 3593

Tree=84
num_leaves=29
num_cat=0
split_feature=5 46 24 8 9 28 20 7 31 14 28 18 51 20 13 21 31 21 16 49 51 9 25 48 25 35 9 26
split_gain=9.51717 13.8804 13.515 17.8675 15.1442 14.1923 12.5123 12.3826 17.8342 16.6775 17.2458 16.8211 12.3514 12.1658 10.1655 8.77645 8.75239 8.64335 8.62288 13.8947 12.0583 8.17574 7.31225 6.91988 11.4583 7.09068 5.91212 5.16122
threshold=1.5364416837692263 0.15577694773674014 -0.36159969866275782 0.43882393836975103 0.87112370133399974 -0.44995528459548945 0.084472663700580611 0.040770240128040321 -0.042974317446351044 0.069736037403345122 0.022439152002334598 0.039503987878561027 -0.12613752484321591 -0.013256592676043509 0.098333492875099196 4.1274077892303476 -0.63444069027900685 1.6111459732055666 0.032813545316457755 1.9025341272354128 -0.23823731392621991 0.21952403336763385 0.80734002590179454 1.0000000180025095e-35 0.73871514201164257 -0.44479303061962122 0.03887711092829705 -1.1032025814056394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 18 6 17 13 9 12 10 -1 -11 -9 -2 -7 23 -17 -5 19 -4 -20 -10 -6 24 -3 -25 -18 -8
right_child=2 15 3 5 22 14 27 8 21 11 -12 -13 -14 -15 -16 16 26 -19 20 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.00028855440505764623 0.011260960478189462 -0.0041325246457892886 -0.024577967735611272 -0.013570225098805231 -0.082160564313570078 -0.0010542761479154497 0.0083005502691686061 -0.0024623571006258788 0.0017875780702943055 -0.0024140450311501121 0.001848969975230862 0.0049104951097908404 0.0014403046610787804 -0.009960612846938487 0.010744049303417189 0.050932405310574157 -0.051510669967091402 -0.083881890718152149 0.0004799871108068874 0.0088199055974973808 -0.0048833182759318704 0.0054658974701058578 0.0057771884487359329 0.032763334784586484 0.017199402557747729 0.011128237459016723 -0.0051562128966093695 0.076781488260238326
leaf_weight=65759.040388781577 438.17075995355844 249.6439530774951 154.73151902481914 76.267238080501556 9.7174042463302595 415.65324732661247 5.4644506722688702 6244.4094125628471 16783.679978512228 15615.858218505979 16419.86098228395 1173.4511221349239 5151.9498596265912 119.72959426045418 654.49159888923168 5.5936110019683829 18.942988514900208 6.6137595623731604 2116.8490704372525 60.246151097118855 4697.2706645876169 2404.840641528368 4.9776702523231497 61.800008371472359 135.07993866503239 359.37760171294212 19.372876912355423 12.816453188657759
leaf_count=282613 1822 1034 1019 306 39 1679 23 25316 68551 66829 67765 4910 21051 500 2638 23 79 30 9030 424 19781 9717 20 251 558 1464 79 53
internal_value=3.5762e-05 0.00016231 -0.00184526 -0.00246756 0.00677204 0.00433983 0.0082805 0.00011301 0.00115061 -0.000207646 0.000138536 -0.00190211 -0.000698082 0.00670665 0.00616148 0.00767805 -0.0180089 -0.019181 -0.00358422 -0.0152184 -0.00321717 0.00224857 -0.0523734 0.0090776 0.0033573 0.0143028 -0.0280734 0.0563115
internal_weight=139176 130403 8773 8182.12 590.876 1153.03 576.181 129553 30584.9 98968.2 82178.9 16789.3 11396.4 557.9 1070.14 849.811 43.9095 82.881 7029.1 214.978 6814.12 19188.5 14.6951 805.902 384.724 421.178 38.3159 18.2809
internal_count=587604 550240 37364 34907 2457 4653 2398 546752 124635 422117 350378 71739 46367 2322 4317 3488 181 336 30254 1443 28811 78268 59 3307 1592 1715 158 76

Tree=85
num_cat=0
split_feature=17 9 5 25 0 55 47 4 6 17 16 0 12 32 4 14 18 0 5 23 46 6 2 49 49 14 0 14 17 27
split_gain=15.2178 16.0024 13.8292 13.5335 13.4923 12.8426 12.7428 13.7853 12.5002 26.1485 11.7617 12.3335 10.8047 10.124 12.5873 10.7493 9.99437 9.08301 14.0867 13.4923 16.9106 10.9742 10.3612 9.73939 8.73269 8.32423 7.88011 6.89284 6.33837 7.81218
threshold=-0.49554803967475886 1.1620815396308901 1.2743375301361086 0.41700604557991033 -0.042309042066335671 1.6007885336875918 0.76390226185321819 -0.17835853993892667 0.66113388538360607 -0.9409729242324828 0.035079048946499831 -0.010722475592046974 0.096040796488523497 0.01774007081985474 -0.003980199107900261 0.014306119177490475 -0.021240289323031899 0.021016929298639301 -1.7585635185241697 0.012967374641448261 -0.019141388125717636 6.0545900851138874e-05 0.057767774909734733 -0.84080147743225087 5.719348907470704 0.35130810737609869 0.021016929298639301 0.43891035020351415 -0.57959043979644764 0.015966571867465976
left_child=1 6 17 4 27 -6 8 25 16 -10 13 12 -12 14 -4 -15 -1 19 23 21 -21 -2 -20 -19 -13 -8 -9 -3 -5 -30
right_child=2 3 10 28 5 -7 7 26 9 -11 11 24 -14 15 -16 -17 -18 18 22 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011000400525257539 0.00015896796201785393 -0.087820696803298723 0.0057226762049911954 -0.013272876633530708 0.025970534530306909 -0.063248204486691134 0.014730417946072195 0.00027127262415653134 -0.021605312289018439 -0.0030083057944268131 -0.022997437706666877 -0.00056252013614620407 -0.0047656145321222495 -0.074010058366229897 0.12610526752358373 -0.01350428997800771 -0.00079797182730281075 0.011541958655092258 -0.003394549103834531 0.015114517702049836 0.0027118480549984752 0.0015814343188968116 0.0059520151282583958 0.062238614046108594 -0.06031539566326849 0.059715359787511205 0.0065913832543567866 0.0020447736388203514 0.024524750326842669 -0.040518350193271498
leaf_weight=338.03810727223754 43935.094043578953 5.6908531188964826 41.095301281660795 83.770919799804688 211.31370636820793 5.769578129053115 99.845680996775627 8745.0096205174923 275.91307578235865 5706.1312996000051 151.40008807182312 8695.2696975395083 447.87265600264072 10.560736421495674 3.2636000886559478 317.64317660778761 29709.969657108188 51.998272508382797 3687.5035848915577 488.70937098562717 1763.7667511403561 33105.856487512589 464.91961960494518 17.674721539020538 8.5223577320575696 16.716357663273811 745.2555356323719 6.2167431116104126 39.109996870160103 7.6922341734170905
leaf_count=2983 184583 23 373 340 853 24 403 36008 1789 24687 621 36238 1823 74 25 1531 127697 214 15494 2022 7380 137101 1916 72 41 68 3086 25 157 31
internal_value=8.17934e-05 -0.000796326 0.000515208 0.0116017 0.0202451 0.0235993 -0.000894007 0.00101527 -0.00140309 -0.00386607 -0.00159637 -0.00118472 -0.0093717 -0.0118756 0.0145795 -0.0154512 -0.000912748 0.000759843 -0.00190663 0.000901824 0.0054028 0.000770227 -0.00234808 0.0244027 -0.000621027 0.0211818 0.000767581 -0.0409035 -0.00355659 0.0138345
internal_weight=139188 45996.4 93191.2 359.564 228.991 217.083 45636.9 9606.83 36030.1 5982.04 9675.63 9303.06 599.273 372.563 44.3589 328.204 30048 83515.5 4222.1 79293.4 2252.48 77041 4152.42 69.673 8703.79 116.562 9490.27 11.9076 130.573 46.8022
internal_count=587682 198174 389508 1453 925 877 196721 39565 157156 26476 40726 38723 2444 2003 398 1605 130680 348782 17696 331086 9402 321684 17410 286 36279 471 39094 48 528 188

Tree=86
num_cat=0
split_feature=17 28 21 3 9 51 55 28 5 39 35 9 34 0 51 35 15 31 28 1 17 0 14 1 1 51 17 1 17 21
split_gain=13.4778 16.8022 20.0164 20.4014 21.7167 18.8362 16.973 14.4294 12.2498 12.8177 10.501 16.7081 12.2407 10.7123 13.3571 11.2045 10.5697 10.2224 10.5343 10.4933 13.6951 10.1058 9.99914 9.88135 9.68359 8.97242 7.92677 5.93668 5.59846 3.25593
threshold=-0.49554803967475886 -0.056551102548837655 0.4026020765304566 -0.015243342146277426 0.19367239624261859 0.8782041370868684 0.79035103321075451 0.058037035167217262 1.2743375301361086 1.0000000180025095e-35 -1.0255026221275327 -0.1277402117848396 -0.53268396854400624 -0.023210387676954266 -0.2086808383464813 -0.31436373293399805 -0.03173007816076278 1.3961835503578188 -1.6048619151115415 0.013970328494906427 -0.60143122076988209 -0.010722475592046974 -0.052537633106112473 -0.0091867344453930837 0.0042662997730076322 -0.29557977616786951 -0.59428319334983815 0.00047496052866335964 0.15371812134981158 -0.20222809165716168
left_child=1 17 5 22 -5 7 -7 -3 10 27 11 16 -13 14 -12 -15 -2 19 29 26 -21 23 -4 -11 -23 -20 -1 -10 -29 -19
right_child=8 2 3 4 -6 6 -8 -9 9 21 13 12 -14 15 -16 -17 -18 18 25 20 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036888826902714109 0.0016196095853812521 -0.00170488999231737 0.0044204361889043616 -0.012221678335155696 0.012539496629832097 0.0079825037235098529 -0.0057132680614903637 0.0016316731228173372 -0.081159726227013229 0.0045047297792642832 -0.017264912089565772 -0.0012922846609379087 -0.024415711001691119 0.0020921332194257704 0.0043460321141350917 0.0003277436416390903 0.011007357433220625 0.020327370332029016 0.055744185161200339 -0.021053218448359293 0.0072812793694836094 -0.0028713826846012889 0.040052528167744447 -0.013139388692353916 0.00098802310535706073 0.0077478368996668915 -0.00090651968275051644 0.025733899701106826 -0.061942402546923923 0.082024247447737952
leaf_weight=3873.1071747839451 4814.2917901128531 30920.996281061321 154.01704943180084 1324.582271695137 135.95262609422207 1414.7695169597864 405.19930602610111 5282.6763400435448 9.893464073538782 146.19801808893681 101.84748950600624 15407.967955745757 80.104630246758461 18244.071054399014 4425.4911101907492 39993.222792420536 457.13015049695969 4.2351766377687463 14.61917984485626 154.72513918578625 96.360332772135735 4462.6973695941269 33.351163670420647 452.36351746320724 4591.4450679719448 186.78964686393738 1971.8581197112799 5.2096974700689298 4.9382670819759369 10.026736587285992
leaf_count=15812 19366 135776 648 6421 608 5831 1663 21422 40 593 414 64824 393 76049 18003 167894 1839 17 59 625 388 19075 146 1851 19126 771 7931 21 20 56
internal_value=7.69094e-05 -0.00074965 -0.0011995 -0.00756551 -0.00991681 -0.000923607 0.00493327 -0.00121803 0.000484733 -0.00150295 0.000714922 -0.000435378 -0.00141188 0.00109539 0.00385987 0.000880476 0.0024337 0.00207784 0.0147015 0.00163123 -0.0101791 -0.00140508 0.0107629 -0.00882983 -0.00091424 0.0112316 0.00213858 -0.0486379 -0.0169317 0.0637029
internal_weight=139180 45983.3 39671.5 1647.9 1460.53 38023.6 1819.97 36203.7 93196.9 9672.75 83524.1 20759.5 15488.1 62764.6 4527.34 58237.3 5271.42 6311.72 215.671 6096.05 251.085 9652.7 187.368 598.562 9054.14 201.409 5844.97 20.0414 10.148 14.2619
internal_count=587682 198174 172515 7823 7029 164692 7494 157198 389508 40726 348782 86422 65217 262360 18417 243943 21205 25659 903 24756 1013 40645 794 2444 38201 830 23743 81 41 73

Tree=87
num_cat=0
split_feature=17 28 21 28 37 17 8 49 47 5 1 37 51 1 29 39 35 1 11 13 33 1 23 21 28 45 35 23 1 17
split_gain=12.1232 12.7425 16.1448 15.6064 14.9842 14.455 15.7768 13.2286 13.1672 10.7093 10.0509 10.0318 10.0133 12.6057 11.5715 9.68306 9.34162 11.7611 12.6287 9.20908 8.77124 9.68023 8.0366 7.86052 7.75361 10.2923 7.7845 5.75115 3.7077 4.32291
threshold=-0.44063122570514673 -0.41637296974658961 0.26814436912536627 1.3233730196952822 2.5337406396865849 -0.9409729242324828 0.56913653016090404 -0.72152602672576893 0.76390226185321819 1.2743375301361086 -0.010258632246404885 -1.3622440099716184 -0.27795830368995661 -0.018722254782915112 -0.24024784564971921 1.0000000180025095e-35 -1.0255026221275327 -0.055416153743863099 -1.8571795821189878 -1.6929550766944883 3.5300124883651738 -0.00083206212730146934 0.052793430164456374 0.98777830600738536 -0.79964974522590626 0.0088714202865958231 1.6185992360115053 -0.0046770069748163215 0.00047496052866335964 0.15371812134981158
left_child=1 5 4 11 8 6 7 -1 -3 16 -6 -4 14 -14 -7 28 17 19 -19 -2 21 -17 -22 -5 25 -18 -26 -8 -11 -30
right_child=9 2 3 23 10 12 27 -9 -10 15 -12 -13 13 -15 -16 20 24 18 -20 -21 22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.020397716229285663 -0.0030175138223798837 -0.0011550230847610435 -0.039899641478514651 0.032107089547124538 0.051990128593493591 -0.031984266641767657 -0.09280436147607031 0.03027056958530578 0.0012191061671107542 -0.07231729873925033 0.0075018796176958523 -0.0041336455615613868 0.011077994600122668 -0.0029421155080190703 0.026273876974673479 -0.0045889025015151182 -0.0048129382757233843 -0.0094107815968722235 -0.00043554712418659644 0.010515104970789521 -0.010399528493830655 -1.7685162317455854e-05 -0.05163776143729773 -0.033306849498349486 0.0012420554714210573 0.020581586458057504 -0.013009727556024411 -0.0067898428374036455 0.019417693799499276 -0.058646649863741643
leaf_weight=20.271818429231644 250.09803432226181 39066.626567769796 27.645373664796352 6.8796805143356314 18.256336241960526 13.476294621825216 5.3063054531812668 155.71815776824951 10269.475454449654 8.6280235797166842 557.51459389925003 2176.3636026382446 307.23234337568283 816.56010450422764 99.448212817311287 2128.2297013550997 1144.0534238815308 563.14228536188602 17638.726218514144 583.33125977218151 95.991777896881104 6655.8618169873953 19.852580562233925 90.695131041109562 56241.925640918314 58.392083019018173 133.72969672083855 5.5216622501611692 4.9686697125434858 4.9089182764291763
leaf_count=101 1005 169492 136 28 74 54 26 815 42008 35 2261 9854 1231 3278 399 9315 4596 2299 73570 2362 388 27691 81 564 235100 234 615 30 20 20
internal_value=7.23429e-05 -0.000623036 -0.000773191 -0.00560451 -0.000550404 0.00488446 0.0201814 0.0244342 -0.00066084 0.000508415 0.0089125 -0.00458227 0.00257372 0.000890827 0.0193214 -0.00142656 0.000733662 -0.000399415 -0.000713229 0.00645419 -0.00133792 -0.00112521 -0.0174666 -0.0286947 0.00110826 -0.00357975 0.00120825 -0.0489417 -0.0440605 -0.0193784
internal_weight=139169 53637 52213.5 2301.58 49911.9 1423.53 186.818 175.99 49336.1 85531.8 575.771 2204.01 1236.72 1123.79 112.925 8918.44 76613.4 19035.3 18201.9 833.429 8899.94 8784.09 115.844 97.5748 57578.1 1202.45 56375.7 10.828 18.5056 9.87759
internal_count=587682 230351 224417 10582 213835 5934 972 916 211500 357331 2335 9990 4962 4509 453 37550 319781 79236 75869 3367 37475 37006 469 592 240545 4830 235715 56 75 40

Tree=88
num_cat=0
split_feature=25 17 37 48 43 6 17 7 6 28 29 4 6 37 4 55 6 28 17 26 28 15 50 55 1 6 26 9 19 6
split_gain=12.5208 21.5249 18.6985 16.0375 17.0237 15.8664 14.6441 22.2451 13.2777 22.5577 14.1094 12.9794 12.7026 19.0519 15.2459 10.9099 10.3547 10.1403 12.3955 9.66035 9.61306 8.42083 11.5076 14.363 8.12754 10.7545 9.39493 7.54898 10.1622 7.27389
threshold=-0.32731129229068751 -0.69918018579483021 3.7822810411453252 1.0000000180025095e-35 4.2661311626434335 0.2529620230197907 -0.8667066991329192 -0.066064953804016099 6.0548378314706504e-05 0.002070527989417315 -0.071069013327360139 0.087829008698463454 0.22455577552318576 -0.1676274240016937 -0.012374626938253639 -1.1102300882339475 -0.45341317355632776 -1.0695331096649168 -0.9409729242324828 2.4251221418380742 0.1198885887861252 -0.071695901453495012 -1.3439310789108274 0.80231913924217235 -0.017275945283472535 -3.7829803228378291 0.85333573818206798 -0.19999630004167554 -0.019672636874020096 -1.5926058888435362
left_child=1 5 8 4 11 17 7 -7 9 16 -11 -3 14 -14 -10 -6 -2 18 -1 -19 -8 22 -4 -24 25 -5 -26 28 -23 -29
right_child=2 3 21 24 15 6 20 -9 12 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 27 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.035656718983639202 -0.0005286826326372831 -0.0014918208060675277 0.11475047879401111 -0.024417240880338118 0.024792308917494253 0.010738313863361723 -0.0070421288571957284 -0.019970687052112707 -0.00050000852513454016 -0.0016941103547501687 -0.0074622033017322431 -0.015056878478292818 0.00076716476023782156 -0.0095646164931976058 0.0043039039784290257 0.0045380901407805979 0.0014396774441416565 -0.0017984584602327997 -0.006620198791967645 -0.019592127804548064 0.005222821908177638 -0.028271263742975852 0.048335680906469738 -0.049772445089715858 0.0010982227094426574 0.0043651738363726456 -0.0020663714534542611 0.034945138071610191 0.013752909047343435 0.0082241959136420805
leaf_weight=54.592773139476776 22058.52809779346 20755.638547163457 5.6681841164827338 45.956849411129951 110.44125430285931 96.460682556033134 1192.9790170565248 552.01619517058134 3260.7054074406624 5571.2792782858014 2008.3647071681917 248.4759154394269 29194.933557353914 634.794104129076 7802.6466637998819 572.26484876871109 16088.530762940645 4280.0215713270009 43.280233040452003 108.91276044398546 273.4379353672266 44.716448724269867 19.455536931753162 7.0864899158477774 16492.839564815164 2707.7564928233624 4071.8106024414301 37.140337720513344 36.283579483628273 784.89614969491959
leaf_count=313 90304 91305 24 185 452 526 5212 2973 13380 28362 9734 1037 121781 2717 31924 2327 65504 19277 174 475 1110 186 80 30 67170 10966 16566 155 154 3279
internal_value=6.80685e-05 -0.000660876 0.000497725 -0.000199383 -0.00135427 -0.00380697 -0.00801994 -0.0154027 0.000408133 -0.000282654 -0.00322247 -0.00165229 0.00118057 0.000547298 0.00288805 0.00781461 0.000301474 -0.00182116 0.0169615 -0.00224001 -0.00475512 0.00879548 0.0384385 0.0221417 0.000874702 0.00388482 0.000471632 0.00773815 -0.00944673 0.00943147
internal_weight=139162 51606.9 87555 45005.2 21686.8 6601.7 2114.89 648.477 86619.8 45726.7 7579.64 21004.1 40893.1 29829.7 11063.4 682.706 38147.1 4486.81 97.873 4388.93 1466.42 935.247 32.2102 26.542 23318.4 2753.71 20564.7 903.037 81 822.036
internal_count=587682 220068 367614 190008 95121 30060 9821 3499 363706 193904 38096 92342 169802 124498 45304 2779 155808 20239 487 19752 6322 3908 134 110 94887 11151 83736 3774 340 3434

Tree=89
num_cat=0
split_feature=8 16 16 7 4 5 18 24 48 14 16 24 29 17 23 3 5 29 16 16 23 31 14 52 11 1 9 2 31 33
split_gain=11.3401 29.0649 28.7509 22.4476 25.3375 33.2088 19.3661 17.5053 15.3595 14.2086 13.9625 13.4202 13.3472 11.509 11.4732 10.6537 10.5312 15.9235 10.8555 10.2409 10.2228 10.1523 10.0284 12.402 9.74404 9.52236 6.44143 5.73859 4.65005 4.03982
threshold=0.015402814373373987 -0.01247078040614724 -0.29571281373500818 0.027214235626161102 0.017867508344352249 0.36446380615234381 -0.018580432049930092 -1.7902193665504453 -1.1056645214557645 0.0021507162600755696 0.069604374468326582 0.45386639237403875 -0.14206960052251813 -0.48025380074977869 0.061256065964698798 -0.031286196783184998 0.2511079758405686 -0.19451124966144559 -0.05880076810717582 0.023753792047500614 -0.0093435486778616888 -1.0931842327117918 -0.18857976794242856 -0.20743604004383084 -0.11924828216433524 -0.010859332978725432 0.87112370133399974 0.028184940107166771 -0.37833486497402186 -0.17828317731618878
left_child=1 6 14 4 5 -4 13 25 10 11 -5 -9 -6 21 22 -11 18 -18 -8 -10 -15 -1 23 -2 -24 -3 -27 29 -29 -16
right_child=2 7 3 8 12 -7 16 9 19 15 -12 -13 -14 20 27 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0027501450380049189 0.008716585797674788 0.085794820645184816 -0.0013562343440823865 0.0067809934355537987 0.076543673461367395 -0.0072168618737242351 -0.00034617805966649174 0.0084149816364313731 0.0020139845478841017 0.051962059288965932 0.00029225713389512082 -0.0016878180857441423 0.0071065922170911377 0.044699450200449208 0.036045639579061067 0.0021513124513304061 -0.048608656556541278 -0.0043875101364503266 0.0017467707842306337 -0.00049123486729594741 -0.0025387824955380093 -0.012752601911116776 0.031518183287586134 -0.045693121891345272 0.0039212103727718859 -0.010196445439074974 0.046993569903418027 -0.0088275651718997816 -0.080020298581309407 -0.012259877120389133
leaf_weight=179.71266947686672 816.37574241310358 3.6921581178903571 21783.254206858575 2236.5225728079677 9.743066340684889 3980.6850757487118 25895.898510694504 2565.5112871006131 6623.877433590591 14.96331639587879 2385.8037087582052 557.08511932939291 879.60205840319395 16.075658485293388 6.9095189720392218 13783.023357398808 29.143649950623512 1034.7613145112991 12935.809712618589 39862.308973364532 1997.6388619765639 808.93382951617241 135.03371335566044 14.848159015178679 66.455193012952805 454.78784374892712 6.9605360627174369 5.5672797709703445 7.4907426536083204 47.16328738629818
leaf_count=748 3370 15 97298 10619 48 20375 106398 10516 27249 61 10858 2281 3890 66 29 57187 121 4282 53126 164182 8299 3474 592 62 287 1967 28 24 32 198
internal_value=6.40177e-05 0.000673215 -0.00040167 -0.000535646 -0.00192376 -0.00226174 -0.000151525 0.00270817 0.000188261 0.00301867 0.00343185 0.0066126 0.0078673 -0.00472121 0.00907078 0.00220533 0.000192368 -0.00559886 0.000351035 -0.000134263 -0.00216168 -0.00993457 0.0106072 0.00774466 0.0224161 -0.00857972 -0.00933435 -0.0145643 -0.0496673 -0.00608731
internal_weight=139146 60284 78861.6 77761.8 26653.3 25763.9 42898 17386 51108.5 16920.6 4622.33 3122.6 889.345 3002.36 1099.84 13798 39895.6 1063.9 38831.7 46486.2 2013.71 988.646 1032.71 831.224 201.489 465.441 461.748 67.1308 13.058 54.0728
internal_count=587682 248569 339113 334519 121611 117673 176514 72055 212908 70045 21477 12797 3938 12587 4594 57248 163927 4403 159524 191431 8365 4222 4311 3432 879 2010 1995 283 56 227

Tree=90
num_cat=0
split_feature=25 23 16 37 0 4 25 47 0 27 5 13 14 26 33 33 27 23 33 33 11 27 51 51 8 16 0 52 23 12
split_gain=10.1667 14.5685 13.0065 12.6836 17.1679 12.5365 13.9627 12.5146 16.1182 11.672 11.1066 10.263 9.75031 12.4841 12.1276 9.69662 9.21259 8.54003 11.1563 11.1885 9.54998 13.4687 8.34113 9.04246 8.90856 7.80076 7.58644 7.52473 7.74189 6.61649
threshold=-0.34858906269073481 -0.0016591091989539561 0.07694787904620172 2.6841048002243046 -0.00053630434558726836 0.013713036198168995 0.31706343591213232 1.0000000180025095e-35 -0.0015730941086076198 0.015966571867465976 2.4104387760162358 0.0032239778665825729 -0.51891416311264027 1.6263516545295718 1.04308158159256 -0.30092693865299219 0.019723788835108284 0.16060598939657214 -0.24085112661123273 -0.19950059056282041 1.5251240134239199 0.01017631543800235 -0.33440904319286341 -0.12047927081584929 0.022002533078193668 -0.4819915890693664 0.0030364402336999778 0.76929143071174633 -0.010610489174723623 2.05572521686554
left_child=7 2 3 10 -5 6 -4 8 22 11 -2 -10 27 25 -15 -11 -7 20 -19 -20 26 -22 24 -24 -1 -14 -3 28 -9 -29
right_child=1 17 5 4 -6 16 -8 12 9 15 -12 -13 13 14 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.045038712954939046 0.00017059236809303572 0.0026175849482240939 -0.009347798216519411 0.012115528573200592 -0.014183461271239142 0.00052131390696367205 -0.0018840327768915532 0.0021849191609753502 0.00044173303105716208 0.0003895967403130347 -0.03361629862914247 -0.0030302609428988739 -0.0092503521936068856 -0.0027455045379342373 -0.017951201317671431 -0.0087717571098762867 -0.010510227288300098 0.033098728318326665 -0.056504309309630837 0.0079485741548933984 -0.0039979216750253314 0.0028494209484889814 -0.0012018725553335206 0.0022773790708044122 0.046042770115853678 0.00075499121980925033 0.00078806534741763883 0.011764618317132715 0.014379008576264285 0.099275728865325055
leaf_weight=4.41524310410023 43777.284417804331 15391.085000164807 1456.0893744379282 584.69318673014641 101.38931157439947 4099.0294661894441 2176.8365528210998 587.29317609965801 4277.4371966943145 528.65608928352594 33.894064914435148 9648.6027479171753 274.87821027636528 1646.5264544412494 205.35870587825775 1680.8158252462745 281.62517534196377 63.614692181348801 9.7393824458122236 250.86583311110735 2552.9762201607227 1643.8439162820578 6131.9742192625999 4514.7653063088655 24.374015584588051 20575.133307792246 16188.366518214345 6.4053995907306653 262.13432413339615 5.6694460213184357
leaf_count=22 185391 63622 6164 2393 454 17171 9174 2368 18661 2244 257 45670 1125 6774 874 7331 1185 259 40 1046 10651 6874 25394 18597 117 84644 67379 26 1068 23
internal_value=0.000121846 0.000502313 -0.000124946 0.000269106 0.00822906 -0.00231301 -0.00487554 -0.000547415 -0.00141922 -0.00259589 0.000144453 -0.00196382 0.000444544 0.000210746 -0.00443169 -0.00657974 -0.000187886 0.00141471 0.0109471 0.00553983 0.00132832 -0.0013159 0.000359268 0.000273509 0.0320741 0.000623085 0.00167973 0.00660546 0.00594803 0.0528533
internal_weight=138986 88611.3 52510.8 44497.3 686.082 8013.58 3632.93 50374.4 26811 16135.5 43811.2 13926 23563.4 22701.9 1851.89 2209.47 4380.65 36100.5 324.22 260.605 35776.3 4196.82 10675.5 10646.7 28.7893 20850 31579.5 861.502 849.428 12.0748
internal_count=586998 372060 222189 188495 2847 33694 15338 214938 118036 73906 185648 64331 96902 93417 7648 9575 18356 149871 1345 1086 148526 17525 44130 43991 139 85769 131001 3485 3436 49

Tree=91
num_cat=0
split_feature=6 17 1 12 23 6 23 44 21 29 48 12 27 31 14 55 9 19 6 23 28 29 21 27 21 28 7 28 23 19
split_gain=9.41862 22.0112 24.6083 15.5186 14.791 17.5035 16.0766 44.2502 33.0939 18.9183 13.5 13.1297 17.7855 12.1485 10.7402 33.3494 10.891 10.4183 10.11 20.4332 9.08714 14.4737 7.88184 7.77837 6.84179 8.28935 5.23641 6.28577 1.16373 0.968754
threshold=1.3658986091613772 -0.9409729242324828 0.0012467718916013839 -0.27979271113872523 -0.0016591091989539561 0.19483870267868045 -0.0018641663482412694 3.7914838790893559 -0.16488975286483762 -0.083203244954347597 -0.34191577136516565 -0.28713423013687128 -0.00023397316545015198 -0.10053554549813269 0.66499423980712902 0.79035103321075451 -0.0046120614279061547 -0.016066080890595909 -0.21107201278209684 -0.010610489174723623 0.0023107397137209777 -0.22670393437147138 1.6111459732055666 -0.00023241918097482991 -0.0091014932841062528 0.038959616795182235 -0.016868890263140198 1.1420121192932131 -0.055218327790498727 -0.016150515526533123
left_child=4 2 26 24 6 11 18 9 -9 -8 29 12 -6 -13 16 -16 -7 -12 22 -20 21 -5 -1 -22 25 -3 27 -2 -28 -4
right_child=1 3 10 20 5 14 7 8 -10 -11 17 13 -14 -15 15 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00024867958691967965 -0.0030716523248445057 -0.018215800081938335 -0.073832677564114144 0.083566138761324293 -0.0067922347037309488 0.0015850820920543171 -0.00091240720165445264 0.025901186359329888 0.0016259234098499708 -0.0046495249390822793 0.071842454442735376 0.0006604408133515365 0.058418883610647926 0.0044271829521427084 0.012850896271428332 -0.0094336837156051637 -0.00057381660624244665 -0.027298251390604503 -0.0040262721129747641 0.0025461262834436593 -0.014811515680756393 0.0080356648846405011 0.006659055755567629 -0.0010058436882658648 -0.065954176547909568 0.0026868051100411299 -0.034247715424041363 -0.059889314966368498 -0.064362724390994649 -0.027197337014192961
leaf_weight=44519.18574641645 15.561919145286085 240.35190107673407 3.680418349802494 9.271308556199072 25.376152977347374 12870.291834846139 15355.922647606581 343.57251943647861 453.56502376496792 6804.898023750633 13.759272895753387 5139.0249606817961 34.153508640825748 7096.1471050083637 773.81244902312756 334.95623257756233 22103.690394081175 5.0417794361710522 1905.286286957562 12128.464383065701 144.72077587246895 186.22558417916298 582.5131162405014 7732.4927452504635 8.5410513877868635 91.064766675233841 5.0671925023198119 12.007877960801123 37.695655956864357 2.6793695241212871
leaf_count=182253 113 1454 25 43 113 52944 73054 1413 1840 30870 81 21050 178 29110 3180 1380 92594 33 8131 49588 635 818 2444 32754 39 397 41 94 309 20
internal_value=0.000114623 -0.00178737 -0.0299541 -0.00146765 0.000238655 0.00105698 -0.000243584 -0.00156869 0.0120888 -0.00205996 0.020121 0.00297956 0.0306209 0.00284507 0.000401891 0.00611878 0.00022065 0.0452564 0.000270859 0.00165383 -0.000947637 0.0116176 -0.000159462 -0.00125948 -0.013816 -0.0124723 -0.0478679 -0.0278183 -0.0607942 -0.0541853
internal_weight=138979 8508.16 95.4935 8412.67 130471 48377.5 82093.4 22958 797.138 22160.8 25.1608 12294.7 59.5297 12235.2 36082.8 1108.77 34974 18.8011 59135.4 14033.8 8072.71 195.497 45101.7 7877.21 339.958 331.417 70.3326 27.5698 42.7628 6.35979
internal_count=586998 36856 716 36140 550142 200549 349593 107177 3253 103924 159 50451 291 50160 150098 4560 145538 114 242416 57719 34250 861 184697 33389 1890 1851 557 207 350 45

Tree=92
num_cat=0
split_feature=25 17 27 24 7 5 45 55 0 16 7 33 37 21 50 51 33 0 33 33 18 11 31 1 31 37 53 11 7 7
split_gain=9.00646 12.2789 13.6493 15.654 21.4787 11.3686 12.1604 10.4714 9.92458 9.62541 11.6169 11.4917 9.29839 14.9889 14.0178 11.4601 19.554 30.4528 14.3237 15.2003 13.2741 10.9336 10.1467 9.03709 8.05754 8.96123 7.76904 7.31821 7.16482 5.62029
threshold=-0.34858906269073481 -0.79383328557014454 -0.00057331996504217375 0.45386639237403875 -0.04316392354667186 1.368694067001343 0.0045203273184597501 -0.89897656440734852 -0.023210387676954266 0.37658986449241644 0.036901134997606284 2.5053989887237553 2.6841048002243046 -0.17769296467304227 0.31193169951438909 -0.13692585378885266 -0.21832937002182004 -0.0085587846115231497 -0.30901883542537684 -0.31020215153694147 0.046438999474048621 1.4540786147117617 -0.64548271894454945 -0.0042249399702996007 1.9244198203086855 2.7038077116012578 -0.0040783849544823161 1.7545467019081118 -0.056422743946313851 0.049564968794584281
left_child=1 2 5 4 -4 6 -1 -5 27 10 -10 -11 15 14 22 16 21 -18 19 -17 -20 -2 -14 -7 25 -15 -16 28 -3 -26
right_child=12 8 3 7 -6 23 -8 -9 9 11 -12 -13 13 24 26 18 17 -19 20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.004040670426075553 0.00053839641114433972 -0.00253235089601862 0.0055892349327643686 0.02159167630677809 -0.013821692337659916 -0.083668563717112163 -0.014389808060774764 -0.002092372112050571 -0.0010033290454034081 -0.0048755470925987126 0.0011529886190888086 -0.032486090160305327 0.023484885772671646 0.06901564450954549 0.020393035959849471 0.0012528559544975359 -0.0031905194849977405 0.0041890466162536263 -0.0017894019616261979 0.023416346390179865 0.0021630500638808686 -0.0033144152225757918 -0.002124050724307863 -0.014786762069523457 -0.0080244518926594014 0.0010078732525818485 0.053333007658499035 -0.042288939250831555 0.0043514902470660434 -0.069408055275021377
leaf_weight=1068.641611520201 37856.093909390271 656.24472622573376 240.19881688058376 82.888963457196951 1141.2889608368278 7.2943184971809378 141.06777329742908 300.80226081237197 31011.097882155329 822.33708447217941 12086.646844081581 56.049978643655777 73.433165118098259 6.7987057715654364 187.82884734869003 9043.1045100018382 2366.0596279352903 10979.144470173866 20686.319105863571 109.01409858465195 3451.3300248980522 2750.243394523859 202.03053276240826 72.816645305603743 11.627314016222956 847.14951191842556 28.737869217991829 12.473103210330008 2658.3591758608818 9.3817922621965391
leaf_count=4748 160425 2632 1128 390 5806 31 614 1519 133758 3407 49405 232 298 29 761 37151 9643 45989 86803 448 14122 11753 817 324 47 3620 116 51 10893 38
internal_value=0.000107776 -0.000522276 -0.00414751 -0.00751861 -0.0104467 0.000466005 0.00189144 0.0030241 -0.000288146 -0.00052321 -0.000398596 -0.00663738 0.000465849 0.00529418 0.0135327 0.000390194 0.00092137 0.00288067 -0.000470665 0.00151685 -0.00122426 0.000277448 0.00470278 -0.0210586 0.000661246 0.00154932 0.0247641 0.00281884 0.00298859 -0.0354358
internal_weight=138967 50358.2 3055 1765.18 1381.49 1289.82 1209.71 383.691 47303.2 43976.1 43097.7 878.387 88608.3 1366.99 492.03 87241.3 53951.5 13345.2 33289.8 9152.12 24137.6 40606.3 275.464 80.111 874.957 853.948 216.567 3327.08 3314.6 21.0091
internal_count=586998 214938 14560 8843 6934 5717 5362 1909 200378 186802 183163 3639 372060 5726 1992 366334 227810 55632 138524 37599 100925 172178 1115 355 3734 3649 877 13576 13525 85

Tree=93
num_cat=0
split_feature=8 7 51 20 2 25 6 28 33 24 5 0 2 19 28 23 8 26 48 24 26 8 5 21 8 25 49 17 9 26
split_gain=8.71178 19.2305 31.4948 18.0835 18.1444 14.5068 15.3837 14.8245 12.3578 12.3394 15.6164 13.1473 12.1898 14.1445 11.8852 15.6442 13.0297 11.413 9.93897 15.2768 9.54552 11.4901 9.0699 10.7207 10.5743 8.79923 8.75866 17.4145 11.0986 8.28356
threshold=0.016971262171864513 0.036901134997606284 0.44510343670845037 0.0073286541737616071 0.044950025156140334 -1.6040515303611753 0.90988287329673778 0.041215280070900924 -0.39943376183509821 -1.4983808398246763 -1.5031422376632688 -0.065540887415409074 -0.028952938504517075 0.12368013337254526 0.0020204392494633798 -0.013722986448556183 0.045251322910189636 -0.50422614812850941 -1.1056645214557645 -0.55068293213844288 -1.064267039299011 0.059202227741479881 0.33232501149177557 0.44898386299610143 -0.010129325091838835 2.2657678127288823 -2.0335561037063594 1.3031711578369143 0.010428547859191896 0.70929089188575756
left_child=3 2 5 9 12 6 -2 -7 20 10 25 -12 17 -14 16 -16 -4 -5 19 -10 21 -3 24 -24 -6 -1 27 -11 -28 -20
right_child=1 8 14 4 22 7 -8 -9 18 26 11 -13 13 -15 15 -17 -18 -19 29 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0036974424038487873 -0.0045456785019124361 -0.034751846141848966 0.010901558540215626 0.005211379261105405 0.0046007601689375009 -0.0018916454905536623 -0.019214826397391645 0.0026492267550829256 0.014180708067477571 -0.003071148256025565 0.067943340291488283 -0.0049815936878083366 -0.0039380315924239864 -0.024136696882240422 -0.024183571681269968 0.0024383762070061261 -0.0058580447706871935 -0.0021123199003807614 0.0007406293502256971 0.0020448619089728577 0.0080609360559910706 0.053723644397563788 0.0030255748841754512 -0.01908437850485287 0.020615216726363676 -0.021575098232563927 0.002411009065428757 0.014656358724663466 0.00057023594983249607 -0.00136917115907685
leaf_weight=1416.5466076657176 1797.2220486924052 5.943324699997901 1173.6115749925375 1052.8864108175039 447.39664724469185 28762.912123512477 288.85742776840925 2741.1897422298789 428.25521077215672 2717.2830363847315 8.6337935179471952 2646.2937238439918 5164.335587695241 123.57030290365219 80.981336630880833 1501.9907759651542 187.23913311958313 2498.1050231605768 28369.748870909214 2301.7521299347281 103.42942382395267 36.421279966831207 507.23680925369263 89.864616259932518 211.31644141674042 49.637350022792816 23495.48556689173 207.63427163660526 22151.274972632527 8394.841486543417
leaf_count=5862 8968 27 4800 4289 1813 130689 1458 11443 1791 11314 35 11041 21429 504 361 6476 760 10167 115771 9938 420 149 2079 372 891 203 97627 857 91116 34348
internal_value=0.000101379 -0.000322742 -0.00129922 0.000615926 -0.0016717 -0.00181205 -0.0065769 -0.00149654 0.000577217 0.00105418 -0.00204544 -0.00474444 -0.00261455 -0.00441004 0.00455236 0.00107646 0.00859561 5.91929e-05 0.000513924 0.00394861 0.0177228 0.0413114 0.0049644 -0.000302005 0.00973823 0.00284185 0.00131717 -0.00181271 0.00151773 0.000258877
internal_weight=138962 76174.4 36534 62787.5 10094.7 33590.2 2086.08 31504.1 39640.4 52692.8 4121.11 2654.93 8838.9 5287.91 2943.82 1582.97 1360.85 3550.99 39494.6 2730.01 145.794 42.3646 1255.81 597.101 658.713 1466.18 48571.7 2924.92 45646.8 36764.6
internal_count=586998 327399 164955 259599 41544 152558 10426 142132 162444 218055 17141 11076 36389 21933 12397 6837 5560 14456 161848 11729 596 176 5155 2451 2704 6065 200914 12171 188743 150119

Tree=94
num_cat=0
split_feature=5 46 12 29 17 24 23 6 25 17 28 6 23 6 6 8 8 9 51 11 6 51 28 26 8 51 17 35 21 17
split_gain=8.31601 13.3888 8.53472 12.0125 11.3236 8.52962 8.29012 21.437 18.9871 18.3922 14.9912 20.9277 30.1544 16.7524 13.2104 12.7161 25.1307 10.4551 9.89203 9.36639 8.37531 7.88551 7.08562 8.34765 7.94747 6.71435 5.66894 5.50721 3.66304 3.56168
threshold=2.6429990530014043 0.042582707479596145 0.82355397939682018 -0.019024329259991642 -0.65769043564796437 2.0145212411880498 -0.0016591091989539561 0.26258859038352972 -1.5113387703895567 -0.85420712828636158 -0.0029428219422698017 6.0544414736796177e-05 -0.02680378686636686 0.39993380010128027 -0.21107201278209684 -0.0079659163020551187 0.050150141119956977 -0.0046120614279061547 -0.2928310334682464 -1.3797503113746641 6.0550855778274133e-05 -0.073427252471446977 0.119200736284256 -0.72077113389968861 0.078276976943016066 0.055385028943419463 0.25255790352821356 0.58690389990806591 0.63008329272270214 -0.25489081442356104
left_child=6 2 3 21 -4 -6 10 15 9 -9 14 12 -12 -13 19 20 -17 -10 -16 -1 -8 -2 23 29 28 -5 -26 -25 -24 -3
right_child=1 22 4 25 5 -7 7 8 17 -11 11 13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.0020490058001857137 -0.014778736320747351 -0.0091376252659598079 -0.055242609709147739 -0.059774690426844135 0.062816075707705712 -7.5519828165350228e-05 -0.0043608589324235 -0.025560439158450503 0.001594137749528376 -0.0037821759177175491 0.0040291393330387894 0.0011237141123358199 -0.0038289361464101312 -0.0033192717719690104 0.010130040774003443 0.0064997398930856038 0.00083528571590808895 -0.00044750307387595389 0.0020306586037283432 0.00036040729901567158 0.0014083909511241918 0.037504164136135457 -0.094514668650052369 -0.021988349115581229 0.0080483340195005339 -0.020754171745386497 -0.040294749712661199 0.018409898895901358 -0.023542978005923521 -0.066084381938631725
leaf_weight=6679.8905263543129 198.02674113214016 10.845818638801576 7.2704662680625907 33.232030481100082 13.049903050065042 17.672328442335129 1170.9871219545603 143.26209739595652 13652.314986348152 2336.9723921045661 1948.250301040709 13669.04370225966 13334.911224957556 3768.6109739467502 565.71864482760429 5400.8458498194814 5505.8293355405331 24222.562567017972 7276.8441221415997 35274.976950153708 3476.1805144101381 10.578290522098539 5.4150241464376432 12.90151011943817 34.772594466805458 28.52813632786274 11.151751339435576 131.21519029140472 4.7538996934890747 5.9044676572084418
leaf_count=27108 976 44 30 141 53 72 4802 811 56364 9905 8059 57678 66714 16273 2296 22573 22357 102222 29429 144048 14033 43 22 54 140 119 45 543 20 24
internal_value=9.53534e-05 -0.00731392 -0.0152148 -0.0188943 0.0109697 0.026639 0.000123471 0.000678168 -3.90702e-05 -0.00504012 -0.000252356 -0.0012334 -0.00282721 0.0001635 0.000392264 0.00253907 0.00364025 0.000288423 0.0026149 -2.32101e-05 -4.5337e-05 -0.0121275 0.00391529 0.0102114 -0.014141 -0.0417504 -0.00369076 0.0147934 -0.0613359 -0.0292113
internal_weight=138953 525.318 308.358 270.365 37.9927 30.7222 138427 55909 40355.1 2480.23 82518.2 32720.8 15283.2 17437.7 49797.4 15553.8 10906.7 37874.9 7842.56 41954.9 4647.17 208.605 216.96 160.867 56.0933 61.7602 45.9243 144.117 10.1689 16.7503
internal_count=586998 2326 1434 1279 155 125 584672 233067 169302 10716 351605 148724 74773 73951 202881 63765 44930 158586 31725 171156 18835 1019 892 665 227 260 185 597 42 68

Tree=95
num_cat=0
split_feature=3 3 31 11 15 46 7 8 24 48 3 2 2 25 9 8 35 34 18 11 25 34 2 15 2 16 25 51 33 18
split_gain=14.7571 21.1761 20.3893 19.0391 17.3101 15.7689 15.1411 15.4341 13.5282 12.4557 11.4723 11.4355 11.1115 10.6212 14.8874 10.2295 10.0571 11.7077 9.75969 9.65869 9.44238 9.09559 9.08321 8.9886 8.28672 7.91522 19.9412 8.1412 7.87138 6.66783
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.029692117124795917 -0.0041784720961004487 0.026364844292402271 0.020485426299273971 -2.3852913379669185 0.42183295637369161 -0.011928181163966654 -0.043603347614407532 0.0032895603217184548 0.71256232261657726 0.017998616211116317 -0.08085808157920836 -1.4077005386352537 -0.96569448709487904 0.039503987878561027 1.1190311312675478 -0.86061945557594288 1.3183248639106753 -0.10643826797604559 -0.0013210274628363548 0.0038310048403218393 0.41815836727619177 -0.95030537247657765 0.010941691696643831 0.40537552535533911 -0.0089064561761915666
left_child=2 3 4 11 5 9 7 -5 12 -1 16 -2 22 14 -10 18 28 -18 -6 -17 -13 -7 -3 -15 -14 27 -27 -12 -4 -8
right_child=1 8 10 6 15 21 29 -9 13 -11 25 20 24 23 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019703807066289662 -0.039930139720450016 0.10078879218910704 -0.0060966760957567321 -0.005187432887256602 -0.030994922780583967 0.0016614343748714406 0.00095374955709860926 -0.014915210459963845 -0.0020001765333989411 0.00035460803255866374 0.0027135861695966202 0.011490270684492047 0.074398179362617153 0.0054840099915719693 0.00011212280336176556 -0.0053110774239565452 0.0034887322131606424 -0.0011425754510789789 0.025354620986964074 0.047967712406079305 -0.00049220377965062214 -0.039380243153754289 -0.018690436769968306 0.00055200300387273971 -0.00056040960871423613 0.081105910018728314 -0.036076250903433832 0.0072215070429612095 -0.037083011205704335 -0.0094056730123034688
leaf_weight=14230.784174144268 22.129860565066338 2.2326400429010382 420.87626449018717 1283.1151276119053 89.284952864050865 15751.936454497278 954.88373020663857 1018.3499530144036 20023.974621307105 18381.738316990435 10906.702726997435 319.16621165722609 5.3204745203256598 1415.188676789403 27657.051290184259 1517.9681572541595 3349.0317089036107 4391.6625678837299 12.156115889549254 11.937561377882956 809.66027120500803 18.819282174110413 279.10072259604931 14125.77477812022 146.36849385499954 5.7857715040445319 40.029907822608948 1599.0248152092099 30.613134399056435 279.61239355802536
leaf_count=60286 93 9 1790 5912 360 66632 4404 6456 88821 74603 45736 1549 22 5871 113477 6335 13831 18254 49 50 3771 79 1182 59363 608 24 164 6671 128 1217
internal_value=-7.30109e-05 -0.00069136 0.000524221 -0.00451876 -0.000120778 8.07707e-05 -0.00666416 -0.00949177 -0.000409548 -0.000659923 0.00207936 0.00207231 -0.0108024 -0.000338365 -0.000774952 -0.00609839 0.000361918 0.000861172 -0.0242423 -0.00489535 0.00289574 0.00161246 -0.0177423 0.00100112 0.00206875 0.00320031 -0.0212781 0.00328998 -0.0081977 -0.00139265
internal_weight=139100 68341.9 70758.4 4686.92 50014.6 48383.3 3535.96 2301.47 63655 32612.5 20743.7 1150.96 433.022 63222 47681 1631.35 8192.18 7740.69 101.441 1529.91 1128.83 15770.8 281.333 15541 151.689 12551.5 45.8157 12505.7 451.489 1234.5
internal_count=587747 292755 294992 23402 208394 201600 17989 12368 269353 134889 86598 5413 1821 267532 202298 6794 34003 32085 409 6385 5320 66711 1191 65234 630 52595 188 52407 1918 5621

Tree=96
num_cat=0
split_feature=24 12 4 25 25 9 14 14 25 25 6 12 7 43 9 23 37 55 20 2 8 24 33 34 28 25 0 35 49 17
split_gain=13.7422 14.1637 10.9153 14.8574 10.9425 11.9679 10.5018 10.4173 15.3837 10.3124 11.6475 13.4398 14.1567 13.3731 9.93064 9.54937 15.7543 10.5574 9.28884 11.336 9.19289 9.0186 8.84844 8.0751 10.7398 9.33646 7.19477 7.53715 7.20434 4.92884
threshold=0.78624063730239879 -0.25449246168136591 -0.0042513015214353791 -2.5016742944717403 -1.8317947983741758 0.1481660604476929 0.0041722557507455358 -0.62155407667160023 -0.44597345590591425 0.68794003129005443 0.99501240253448497 -0.27979271113872523 0.019999148324131969 0.46107579767704016 -0.22729130089282987 -0.0018552878173068164 2.5337406396865849 -0.46863114833831782 -0.03003571834415197 -0.0023486093850806351 0.81736439466476452 -0.45350363850593561 -0.36547417938709253 -1.197117745876312 0.37129916250705725 2.2657678127288823 -0.10312698408961295 -0.16064092516899106 5.8386244773864755 0.33878791332244879
left_child=9 2 3 -2 29 -6 -5 8 14 10 15 12 -12 -13 -3 16 -1 -17 19 21 -10 -11 -21 24 -20 -25 27 -9 -28 -4
right_child=1 7 4 6 5 -7 -8 26 20 18 11 13 -14 -15 -16 17 -18 -19 23 22 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00057423327263709427 0.11291648149469349 0.078126066944579797 -0.031632278948271288 -0.0094194863608481044 -0.010411497824508965 0.026878468660766482 0.0025972594943504046 -0.069324506580593553 -0.00044469280408325972 0.0013597188641747855 0.001005155330511996 -0.00098582652480445421 -0.021414213467355763 -0.0098849340685241913 0.022713523157026998 -0.00041143013465595225 0.0046680302717976999 0.0019822835924337102 -0.0015771449282630952 -0.010117480917190651 0.037628508327541298 0.01255802304715304 0.0064653113370566027 0.0011437656972751037 0.018268889011338493 0.007170160758843149 -0.00099512242132135127 -0.011833240803353951 -0.070001689649138277 -0.08687576677989145
leaf_weight=48887.728946540505 3.9159843586385241 13.934081047773359 22.57723726332188 422.47610409557819 974.34808500111103 30.910205632448196 631.67395490407944 8.6767703890800458 254.58797986805439 378.64251836389303 162.41841650754213 8449.4993852600455 247.3646027520299 631.76952938735485 58.621947571635246 10741.902563512325 2080.4808304160833 15918.331993103027 5021.8712913841009 238.50504694879055 24.171832531690598 738.83791228756309 211.19245129078627 21085.681214265525 96.748000979423523 934.55671604722738 20710.07985252142 93.221199929714203 5.2677812203764907 7.4860403686761847
leaf_count=209009 24 56 110 1786 4601 125 3309 35 1031 1735 779 35831 1455 3042 237 44276 8584 65937 20788 1093 97 3339 895 87713 391 3877 87154 376 28 34
internal_value=-6.87676e-05 -0.00137739 -0.00600693 -0.00179262 -0.0103138 -0.00926489 -0.00221874 -0.00091957 0.00915547 0.000194051 -0.000125514 -0.00207655 -0.0125282 -0.00160492 0.0333553 0.000113024 -0.000360248 0.00101781 0.00116389 0.00558044 0.00285671 0.00876364 -0.00232967 0.000908854 -0.00120203 0.00139953 -0.0010896 -0.0167287 -0.00101267 -0.0453884
internal_weight=139087 23261.9 2093.39 1058.07 1035.32 1005.26 1054.15 21168.6 351.316 115826 87119.5 9491.05 409.783 9081.27 72.556 77628.4 50968.2 26660.2 28706 1567.18 278.76 1117.48 449.697 27138.9 5118.62 22020.2 20817.2 101.898 20715.3 30.0633
internal_count=587747 99003 9989 5119 4870 4726 5095 89014 1421 488744 368913 41107 2234 38873 293 327806 217593 110213 119831 7062 1128 5074 1988 112769 21179 91590 87593 411 87182 144

Tree=97
num_cat=0
split_feature=3 3 31 11 15 49 7 9 16 24 4 49 3 2 11 20 9 35 20 6 8 37 46 31 11 2 11 49 49 35
split_gain=13.0031 18.6607 17.8921 16.8386 15.3335 14.6292 13.5192 14.3123 13.3305 12.0487 16.1779 11.6147 12.043 10.2076 9.61011 9.58614 9.49638 9.20104 9.16699 17.9376 9.09275 9.06273 8.97954 8.80144 8.49477 7.89511 7.87972 7.30268 6.52488 4.09345
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.029692117124795917 -0.12514873594045636 0.026364844292402271 0.0058825844898819932 0.013253203593194486 -2.3852913379669185 -0.0036004736321046944 -2.5106579065322872 -0.011928181163966654 -0.043603347614407532 0.55570447444915783 -0.032254245132207864 -0.90257421135902394 -0.67405873537063588 -0.029946567490696904 0.81589552760124218 -0.08085808157920836 9.6485533714294451 0.037697840481996543 1.0841217637062075 1.1190311312675478 0.0032895603217184548 0.66890940070152294 -0.24442419409751889 2.7374624013900761 1.3323504924774172
left_child=2 3 4 13 5 8 7 -5 -1 10 25 16 14 27 -13 -7 -4 -15 19 -11 22 -20 -6 -18 -22 -3 -14 -2 -8 -12
right_child=1 9 11 6 20 15 28 -9 -10 18 29 12 26 17 -16 -17 23 -19 21 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9333146904853957e-06 -0.011011362641912922 -0.017959691429949663 0.098109794315269672 -0.013111118040559725 -0.031523974380115685 0.030390265087840922 -0.0016977304128601286 -0.0037260742348730158 -0.0031722492926684704 -0.0012569985769273948 0.090061513476678096 0.00027107586594478947 0.0032637608158749549 -0.0037808442919038043 -0.017376429458890681 0.0019915032938992642 0.0070402183844041899 0.0070828202100019968 -0.00015817884848916166 -0.011987004463493088 -0.0049947343428602409 0.023674926469401066 0.012768168112620333 0.035319595755060544 0.044766789883913513 -0.00095906044307825927 -0.0042546376249996834 -0.08094776106934988 0.043473257715693256 0.019285259875400199
leaf_weight=33195.701238885522 13.527259275317194 275.37351245433092 4.7364962548017493 1274.7054657004774 81.448167607188225 41.551481045782566 1222.621101655066 1016.8722034394741 5343.6100128367543 3073.6044151969254 6.4291090220212919 7962.9770776331425 11952.340063385665 453.1111486107111 108.88397919386625 9799.5133651345968 163.94465965777636 676.67275970429182 59423.013047989458 658.53572494536638 1516.5919208228588 55.591464586555958 19.808248817920685 49.992826223373413 12.03653012216091 145.24363557994366 505.78270542621613 8.4400977641344053 11.233877595514057 5.1019625216722488
leaf_count=138147 58 1170 19 7738 329 201 5546 4630 22337 14647 27 33044 50080 2292 457 40915 684 3028 249386 3264 6335 235 80 208 50 603 2106 35 75 21
internal_value=-6.4763e-05 -0.000645343 0.000495806 -0.00424221 -0.000108501 8.11204e-05 -0.00626563 -0.00894657 -0.000437317 -0.000381005 -0.0101991 0.00195236 0.00180829 0.00195133 3.30229e-05 0.00211141 0.015478 0.00272584 -0.000313882 -0.00315031 -0.00573709 -0.000135903 -0.0228593 0.0136485 -0.00460291 -0.0120892 0.00295852 -0.0378817 -0.00128646 0.0587463
internal_weight=139079 68320.1 70758.9 4677.18 50010.3 48380.4 3525.43 2291.58 38539.3 63642.9 432.148 20748.7 20530 1151.75 8071.86 9841.06 218.674 1129.78 63210.7 3732.14 1629.88 59478.6 101.256 213.937 1528.63 420.617 12458.1 21.9674 1233.85 11.5311
internal_count=587747 292755 294992 23402 208394 201600 17989 12368 160484 269353 1821 86598 85687 5413 33501 41116 911 5320 267532 17911 6794 249621 409 892 6385 1773 52186 93 5621 48

Tree=98
num_cat=0
split_feature=24 12 14 25 25 6 43 31 18 24 8 26 16 11 22 51 9 23 48 54 5 9 5 8 24 12 5 19 9 9
split_gain=11.8026 12.4588 9.2465 13.5753 9.15857 10.0725 11.8718 13.3814 10.3855 8.94985 11.263 12.3696 10.6876 10.1092 11.758 8.99729 8.81631 8.47462 15.7143 13.829 8.2349 9.84654 9.67329 8.17348 8.11342 10.2811 11.9151 8.63374 7.9392 7.62327
threshold=0.78624063730239879 -0.25294297933578486 -0.62155407667160023 -0.44597345590591425 0.68794003129005443 0.99501240253448497 3.2086373567581181 -0.042974317446351044 -0.018767572939395901 -1.4068903923034666 0.015722142532467846 1.9671466350555422 -0.013254805468022822 -1.4713333845138548 0.84448537230491649 -0.2928310334682464 -0.22729130089282987 -0.0018552878173068164 -1.8694132566452024 2.5337406396865849 -1.5977932810783384 -0.01001367252320051 -0.54790374636650074 0.81736439466476452 1.2823030948638918 -0.28713423013687128 -0.61753633618354786 -0.021131677553057667 -0.18801284581422803 0.0090745883062481898
left_child=4 24 3 16 5 17 8 -8 -7 10 11 -6 -12 14 -11 -15 -3 19 -19 -1 21 -4 -22 -5 25 26 -2 -27 -26 -30
right_child=1 2 20 23 9 6 7 -9 -10 13 12 -13 -14 15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=-0.00054332817405263064 0.079522611742465665 0.073571716869559545 0.027783173259301335 -0.00037547484099845305 -0.0064452612555395321 -0.0081934283786800535 -0.021042075086955693 -0.0013839010439675242 -0.00085483537433433769 0.00066019918634972253 0.010456634496017312 0.0097555390290527139 -0.0040338331300303204 0.004659224854260461 -0.0092713462278579163 0.0012958037923435565 0.021362913166506532 0.016340895316912223 0.00082201014737432029 0.0043687288722374026 -0.0052046417898553975 -0.010805382012360381 -0.00068136039708923746 0.035519587996604499 0.060541633668603649 -0.0082122415666068607 0.0080912613487642976 0.0016589536307878951 -0.015413873446983042 -0.0030910194211849324
leaf_weight=48879.988413784653 8.7026398628950101 13.93038336932659 71.895305022597313 254.56272189319134 1601.3006137982011 730.58479218184948 234.79348423331976 247.69931613653898 8270.2024024054408 1184.2516037076712 395.90428772568703 182.77911041676998 320.71557427942753 3184.3687219545245 638.78512614965439 21202.100133381784 58.714571252465248 229.09966436773539 26433.892843902111 2080.0180207937956 1803.7827349677682 33.858338490128517 18788.067562118173 24.179637223482132 5.4482558220624915 814.70537652075291 123.26062482967973 496.34237168729305 480.94186572358012 274.48865316063166
leaf_count=209009 42 56 291 1031 6620 3612 1261 1097 35137 4842 1667 743 1417 13738 2584 88220 237 1077 109136 8584 7493 140 79178 97 22 3646 760 2127 2602 1281
internal_value=-6.10043e-05 -0.00127403 -0.000832125 0.00865844 0.00018254 -0.000118674 -0.00193382 -0.0109501 -0.0014505 0.00109642 -0.00227599 -0.00478549 0.00397158 0.00141818 -0.00281978 0.001735 0.0313745 0.000103085 0.000955355 -0.000342834 -0.000993248 0.0154286 -0.00107759 0.00273826 -0.00549462 -0.00289517 0.012802 -0.00447516 -0.0104245 -0.0109363
internal_weight=139069 23252.9 21049 351.387 115816 87106.3 9483.28 482.493 9000.79 28710.2 2500.7 1784.08 716.62 26209.5 1823.04 24386.5 72.645 77623 26663 50960 20697.6 105.754 20591.9 278.742 2203.89 1443.01 131.963 1311.05 760.879 755.431
internal_count=587747 99003 88523 1421 488744 368913 41107 2358 38749 119831 10447 7363 3084 109384 7426 101958 293 327806 110213 217593 87102 431 86671 1128 10480 6575 802 5773 3905 3883

Tree=99
num_cat=0
split_feature=3 3 31 11 15 46 55 49 7 8 49 3 19 24 4 31 34 23 50 11 50 35 45 3 35 24 2 17 55 17
split_gain=11.6729 16.4084 15.598 14.9153 13.6403 13.1425 25.2638 15.1148 12.0467 12.8775 10.7399 11.6116 11.6676 10.5557 14.2418 10.3968 10.1695 9.71122 9.37128 14.7779 11.3159 8.59211 8.58418 8.10552 9.65892 9.61485 7.39289 7.18832 6.63123 6.47792
threshold=-0.004409077111631631 -0.0043968558311462394 0.072833202779293074 -0.35806892812252039 0.029692117124795917 -0.0041784720961004487 -0.12686726450920102 -1.3179033398628233 0.026364844292402271 0.020485426299273971 -1.9142807126045225 -0.017633523792028424 -0.012568518053740261 -2.3852913379669185 -0.0036004736321046944 1.1391434669494631 -1.2895961403846739 -0.046764401718974107 -0.78624460101127613 -0.1452781409025192 -0.65264010429382313 -0.67405873537063588 -0.17180078476667401 -0.004647019086405634 0.74244898557662975 -0.41616046428680414 -0.10643826797604559 -0.44833983480930323 1.3633512258529665 -0.76805940270423878
left_child=2 3 4 17 5 7 -7 -1 9 -5 15 12 -12 14 26 29 -17 27 19 -15 -20 -19 -13 25 -25 -6 -3 -2 -10 -4
right_child=1 13 10 8 23 6 -8 -9 28 -11 11 22 -14 18 -16 16 -18 21 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034633632467687024 -0.07996878117969744 0.095514814392312311 -0.019528155052794347 -0.0045049679084628903 -0.018783199660355 -0.00080118214125939145 0.0039234491981883718 -2.7028850108181193e-05 -0.0024467297390585491 -0.013433341547563676 -0.012863190059427303 0.074878118885203848 -0.00014316371504173302 0.005790714486341512 0.054864043253411099 0.079314828666777373 0.020802715546377866 -0.0037146033582863779 -0.0061284079569002507 0.00024968789987046721 -0.000612196155783576 0.0067493463650204113 0.0024195139153598204 -0.059455233803565939 0.003826914182868295 -0.0032867369079181753 -0.011918103983734643 -0.0049781217219507061 0.013758388028241787 0.0085243892059106222
leaf_weight=5325.6030186116695 8.647629067301752 2.2416595965623847 30.906991563737392 1278.4566139280796 154.31581069529057 8137.9031400457025 7636.919742628932 27277.602248564363 1138.0815968029201 1003.890159573406 264.58209627121687 5.6936015337705603 4897.1259491965175 1848.3247202783823 11.62279663980007 12.004323348402975 74.570312604308128 458.41345731914043 1335.5948579311371 17915.700602579862 42103.309987809509 675.92286866903305 15075.673451527953 20.544625043869019 14.198397293686865 1439.4114267081022 417.35183651745319 9.165690064430235 95.258312717080116 393.20714972168207
leaf_count=21958 36 9 135 5912 648 34323 32388 112931 5186 6456 1092 23 20266 7699 48 50 309 2318 5673 75899 178261 3021 63089 84 58 6004 1764 38 435 1634
internal_value=-5.7451e-05 -0.000607644 0.000473628 -0.00398406 -9.06945e-05 8.80843e-05 0.00148611 -0.00058834 -0.0058933 -0.00843211 0.00183337 0.00162019 -0.000795175 -0.00035997 -0.0095596 0.0102835 0.0289159 0.00184181 -0.000297203 0.000767883 -0.0007818 0.0025206 0.00244687 -0.00540179 -0.0335938 -0.00478721 -0.0113441 -0.041383 -0.00119511 0.00648008
internal_weight=139062 68302 70760.3 4667.84 50006.5 48378 15774.8 32603.2 3515.69 2282.35 20753.8 20243.1 5161.71 63634.1 431.216 510.689 86.5746 1152.15 63202.9 19764 43438.9 1134.34 15081.4 1628.47 34.743 1593.73 419.593 17.8133 1233.34 424.114
internal_count=587747 292755 294992 23402 208394 201600 66711 134889 17989 12368 86598 84470 21358 269353 1821 2128 359 5413 267532 83598 183934 5339 63112 6794 142 6652 1773 74 5621 1769

Tree=100
num_cat=0
split_feature=18 7 8 47 6 26 8 6 8 1 8 16 55 7 51 16 7 20 55 49 6 20 29 34 6 31 17 35 7 21
split_gain=1482.55 1213.78 748.686 524.635 223.099 143.022 88.976 64.3792 61.604 50.3681 43.6624 44.6225 40.1922 36.2735 32.105 22.0442 21.4958 16.253 15.5555 15.2146 13.6435 13.2842 13.1234 13.0587 12.5728 12.4783 9.88856 8.07808 5.94794 5.10823
threshold=-0.021363901905715462 0.0037756116362288599 -0.041814815253019326 -0.57347567379474629 -0.02541163936257362 -2.052433848381042 -0.004762922413647174 -0.003231550799682736 -0.0032915415940806265 -0.0037464592605829235 -0.093628708273172365 -0.073294002562761293 0.906316637992859 -0.029027817770838734 -0.017102343030273911 0.26635158061981207 0.014555991627275945 -0.032203316688537591 1.0463360548019411 2.6864454746246342 -0.39104789495468134 -0.03052502870559692 -0.23616221547126767 1.3778149485588076 -0.99078214168548573 -2.2119578123092647 -0.38566899299621576 0.67257714271545421 -0.010495041497051714 -0.10573138669133185
left_child=5 2 10 4 -4 7 -5 23 9 24 18 -12 14 -11 16 21 -3 27 -2 26 -16 -14 -19 29 -7 -17 -9 -10 -25 -1
right_child=1 12 3 6 -6 8 -8 19 17 13 11 -13 15 -15 20 25 -18 22 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.06477197053066483 0.0011799739396421468 0.0029116550818698221 -0.0089862151982110384 -0.0081064434200998989 -0.022306441337710575 0.0064943890565545446 -0.0012169027466616242 -0.05223242917671285 0.0057543436484690999 -0.0013598808575039658 -0.0060374754098601012 0.00046565168649374757 0.010424137993700674 -0.051487260926672981 0.0061070372855060026 0.067587953561399697 0.0073274557487647881 0.030501883466503094 0.0056022918043405869 0.049274166148091575 0.0016259872856761361 0.0019612309845434299 -0.01771740619851097 -0.081192925567844881 -0.023522875102787683 -0.005411584595728572 -0.037849845435273873 -0.02805591005497745 -0.061302077242341164 -0.041450839796101195
leaf_weight=462.62711383402348 17430.895703658462 4553.2692733854055 6286.2108955383301 28450.080236136913 14411.768068805337 62.494711011648178 8467.2654687315226 380.46584929525852 36.539603367447853 55.196656942367554 6380.6729407459497 8655.1386571973562 699.71731422841549 560.81428363919258 3345.5030957758427 8.1947895586490613 24408.237366601825 66.449102729558945 3291.6206662505865 5.8926492333412162 8071.9594863951206 8356.3620136231184 27.895644143223763 304.96541991829872 218.04325075447559 1530.672312349081 295.76001316308975 75.274719819426537 63.171763390302658 35.180794402956963
leaf_count=2035 70237 18876 25696 116235 60430 258 34548 1663 151 229 25910 35020 2909 2387 13600 33 99340 278 13258 26 32976 34061 116 1342 906 6252 1275 315 278 148
internal_value=-0.00338535 -0.00258241 -0.00657982 -0.0107419 -0.0182609 -0.0471093 -0.00652628 -0.0586758 -0.0308713 -0.0375585 0.000126285 -0.00229405 0.00474001 -0.0469957 0.00558865 0.00150574 0.00663321 -0.00179015 0.00188243 -0.0451194 0.00293901 0.00261512 0.0162445 -0.0693544 -0.016836 -0.00502285 -0.0459419 -0.0170071 -0.0777797 -0.0631238
internal_weight=146998 144348 93373.7 57615.3 20698 2650.77 36917.3 1548.06 1102.71 896.549 35758.3 15035.8 50973.9 616.011 40379 10594.9 28961.5 206.159 20722.5 682.119 11417.5 9056.08 94.3447 865.945 280.538 1538.87 676.226 111.814 368.137 497.808
internal_count=600788 589381 381334 236909 86126 11407 150783 6767 4640 3780 144425 60930 208047 2616 164792 43255 118216 860 83495 2964 46576 36970 394 3803 1164 6285 2938 466 1620 2183

Tree=101
num_cat=0
split_feature=48 7 7 8 48 28 6 34 6 7 33 9 28 16 8 7 8 55 28 17 33 31 51 17 6 13 17 6 26 29
split_gain=1499.58 766.284 585.858 417.613 404.094 366.266 422.197 147.273 79.3193 53.3525 47.4984 45.8399 41.6694 34.2775 27.7165 27.6273 27.0049 26.0566 25.2128 22.252 20.0747 18.676 17.9431 17.5581 14.7599 14.0109 13.5767 11.8985 10.9075 10.4986
threshold=-1.4635246396064756 0.0059639648534357556 -0.0011509979376569388 -0.045028725638985627 -0.33299300819635386 -0.0043906474020332089 -0.0032315354328602548 1.3778149485588076 -0.003231550799682736 -0.042772365733981126 0.059463137760758407 -0.054854542016983025 0.062031606212258346 0.030648026615381244 -0.093628708273172365 0.010825692676007749 -0.12924472987651822 1.2476784586906435 -0.09846006333827971 -0.87360209226608265 -0.39895440638065333 -0.33379131555557245 0.15706272423267367 -0.43697457015514368 0.46047466993331915 -0.015517898835241793 -0.74705469608306874 0.68938201665878307 -1.5089915394783018 -0.21749165654182431
left_child=2 3 5 16 7 14 8 -5 -7 -8 17 -6 13 -12 -1 20 22 23 -18 -14 25 -22 -2 -3 -19 -4 29 -28 -16 -17
right_child=1 10 15 4 11 6 9 -9 -10 -11 12 -13 19 -15 28 26 18 24 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010212029292700096 0.0034243749538334198 0.0075264704356126384 0.04033754728216557 -0.013132107672451768 0.00054366825802101826 -0.059833551426281682 -0.0042087563198649367 -0.036963520828105188 -0.042158341650090816 -0.025237113531179058 0.0092143112661868896 -0.0049250914231111116 -0.019951331577070158 -0.00028981171239454706 0.020815727355562884 0.053462807277250959 0.0054835653308833747 -0.0011942147314627622 -0.0019239913294360465 -0.0036772226292303136 -0.026814338261858625 0.0023544251424281889 -0.001005381113092074 0.0048289897728111941 0.0068506332492235126 -0.049445768663008385 0.0063776446433957473 0.029674104497104066 -0.012296383276805855 0.013768115129458365
leaf_weight=225.63885596394539 11514.617665752769 13619.170186430216 6.8777897804975501 20884.116605609655 6687.9703257530928 1882.2367528676987 497.59064465761185 943.44741313159466 1666.1244463026524 2693.4127352535725 2106.1597828269005 26382.628773078322 336.53333239257336 3543.2146945595741 35.293979331851006 41.280610799789429 1782.2643771320581 3042.9463593810797 15594.409139275551 2233.6384549885988 89.982795432209969 506.57645842432976 4399.1010717302561 21917.433008387685 1074.0946631580591 50.290950313210487 1150.5070785731077 81.737795680761337 1841.8115400671959 52.93655002117157
leaf_count=911 46276 55553 29 86336 27031 8283 2074 4013 7192 11744 8604 107613 1503 14481 147 180 7175 12330 63098 9036 387 2224 17803 88991 4393 219 4904 358 7670 230
internal_value=-0.0031889 -0.00150762 -0.0243266 -0.00476988 -0.00793153 -0.0308228 -0.0375303 -0.0141622 -0.0515342 -0.021958 0.00450189 -0.00381913 0.000419983 0.00325345 -0.0093253 0.0046811 0.000443889 0.005348 -0.00116422 -0.00580812 -0.00524587 -0.00204528 0.00219984 0.00586278 0.000904605 -0.0386442 0.00957346 0.00792296 -0.0116738 0.0311601
internal_weight=146884 136062 10822.3 88188.6 54898.2 8842.11 6739.36 21827.6 3548.36 3191 47873.2 33070.6 8219.55 5649.37 2102.74 1980.19 33290.4 39653.6 17376.7 2570.17 653.728 596.559 15913.7 35536.6 4117.04 57.1687 1326.46 1232.24 1877.11 94.2172
internal_count=600788 554236 46552 359345 224993 38021 29293 90349 15475 13818 194891 134644 33624 23085 8728 8531 134352 161267 70273 10539 2859 2611 64079 144544 16723 248 5672 5262 7817 410

Tree=102
num_cat=0
split_feature=48 7 7 8 48 18 28 6 18 28 6 33 8 28 16 7 33 7 23 8 28 7 5 17 19 51 33 6 16 31
split_gain=1340.05 680.07 529.249 384.592 362.144 336.221 157.694 192.268 138.232 87.2079 59.2967 41.3275 38.8845 38.8317 39.9379 35.9152 32.7513 24.567 24.541 24.029 22.8747 21.8188 41.046 17.4334 16.9597 15.8633 15.1177 12.3605 10.3278 10.2894
threshold=-1.4635246396064756 0.0037756116362288599 -0.0032519351225346322 -0.045028725638985627 -0.33299300819635386 -0.021078436635434624 -0.0048417916987091294 -0.0032315307762473817 -0.020710278302431103 -0.0048417916987091294 -0.003231550799682736 0.095794580876827254 0.0057663428597152242 0.053812745958566673 0.030648026615381244 0.0082902335561811941 -0.39895440638065333 -0.062956690788269029 -0.065855942666530595 -0.12924472987651822 -0.09846006333827971 0.017697945237159732 1.0947542786598208 -0.74705469608306874 -0.021350018680095669 0.15706272423267367 -0.38968080282211298 0.68938201665878307 0.037072572857141502 0.17071291059255603
left_child=2 3 5 19 8 9 17 -8 -5 26 -11 21 -6 14 -13 16 -4 -7 -15 25 -21 22 -3 28 -23 -2 -1 -25 -17 -18
right_child=1 11 15 4 12 6 7 -9 -10 10 -12 13 -14 18 -16 23 29 -19 -20 20 -22 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.014549968558449125 0.0032077157769466935 0.0042121951223029631 -0.047140624648474523 -0.029767338463483298 -0.004453214402359058 0.0064478507829265255 -0.040255002819749169 -0.016508552139681013 -0.012250798934162045 -0.063424478130210404 -0.04214150867326031 0.0092998785691885705 0.0020463753413810077 -0.026859862633232534 -0.0010268412630962099 0.061527167547881505 -0.015917537343395412 -0.011563223876984404 -0.0042288886108012664 0.0052216961292685972 -0.0018424980301727776 0.0086374122540510516 -0.0065965812780941916 0.0050375194616941264 0.0049218682190198875 -0.0009583967871839036 0.0438172623111878 0.02749995676890047 0.02024806968414921 0.00071567152705208229
leaf_weight=135.30091713368893 11512.712918609381 5751.0191312879324 66.349606961011887 1705.0224039405584 28351.553334057331 319.94084987044334 2465.9084781557322 2288.3091929852962 19549.576266646385 1058.6435058116913 800.08615766465664 2138.0279313921928 3612.3644816726446 179.5445054769516 3340.558807477355 28.77302885055542 175.87740558385849 1497.5166497081518 2349.357497304678 1777.8570363819599 15568.038439974189 5009.6731515824795 1553.3073351979256 1231.9634749144316 29215.448100864887 4396.4923392236233 17.438205197453499 91.617750629782677 79.101104751229286 490.56164598464966
leaf_count=565 46261 23615 290 7163 115542 1295 10709 9964 81014 4805 3564 8740 14628 814 13660 126 761 6256 9579 7158 63002 20413 6518 5255 118336 17793 72 400 342 2148
internal_value=-0.00300427 -0.00141946 -0.0230604 -0.00457712 -0.00768746 -0.0296349 -0.0231745 -0.0288253 -0.013656 -0.0507417 -0.0542633 0.00409267 -0.00371867 0.000211735 0.00300318 0.00301319 -0.00760958 -0.0083926 -0.00583562 0.000400398 -0.00111846 0.00484098 0.00191365 0.00845118 0.00546573 0.00205641 -0.00788619 0.00659236 0.0312584 -0.00367394
internal_weight=146758 136011 10747.4 86473.6 53218.5 8583.14 6571.68 4754.22 21254.6 2011.47 1858.73 49536.9 31963.9 8007.49 5478.59 2164.24 732.789 1817.46 2528.9 33255.1 17345.9 41529.4 7304.33 1431.46 34225.1 15909.2 152.739 1323.58 107.874 666.439
internal_count=600788 554236 46552 352561 218347 37230 28224 20673 88177 9006 8369 201675 130170 32793 22400 9322 3199 7551 10393 134214 70160 168882 30133 6123 138749 64054 637 5655 468 2909

Tree=103
num_cat=0
split_feature=18 7 7 47 28 26 7 6 6 26 1 28 33 28 19 7 16 23 28 29 5 28 6 7 49 35 55 17 7 21
split_gain=1120.83 848.136 566.049 372.863 182.179 118.102 73.6827 60.7613 51.8115 50.8027 40.06 37.1654 33.1528 35.381 36.6312 31.5245 35.4323 23.7761 21.0756 21.0219 18.3961 17.6701 13.6311 12.957 12.8234 11.7361 9.52784 9.36803 5.64678 5.60425
threshold=-0.021363901905715462 0.0017923984560184183 -0.032731924206018441 -0.57347567379474629 -0.0043495516292750827 -2.052433848381042 -0.061049358919262879 -0.0032316836295649405 -0.003231550799682736 -0.95760047435760487 -0.0037464592605829235 0.0044669276103377351 0.095794580876827254 0.050098339095711715 -0.020294477231800553 0.017697945237159732 0.019996242597699169 -0.065855942666530595 0.0053113282192498454 -0.23616221547126767 0.080255821347236647 -0.0080846687778830511 -0.82875952124595631 -0.029593182727694508 2.6864454746246342 1.3382741808891299 -0.93557390570640553 -0.38566899299621576 -0.010495041497051714 -0.10573138669133185
left_child=5 2 6 4 -4 8 20 -5 25 18 22 -8 15 14 -14 16 -3 -15 21 -17 -2 -7 -11 -12 27 29 -20 -10 -27 -1
right_child=1 12 3 7 -6 9 11 -9 24 10 23 -13 13 17 -16 19 -18 -19 26 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.058325890379483082 0.00069471074392250061 0.005930821469540673 -0.0074316131359884012 -0.0029302932539068496 -0.020580248530110274 0.0061920093651867611 -0.0061054329418860059 -0.0082766586582578103 -0.04720370871677413 0.0048749906266368015 0.032452819210294172 0.00045473345526658802 0.010678567558799061 -0.025206459807990619 0.00012154773358588611 0.0094230626019740429 -0.0015849870765498894 -0.0035384880600548389 -0.023540833844893267 0.0047603720583637085 0.0076416351574842513 -0.024020890005817929 -0.028010589322577467 -0.05027206295691819 0.045896697762734313 -0.074678198632205539 0.02763437481319125 -0.032976862864487852 -0.05457239565311605 -0.03343253037142227
leaf_weight=450.9762981235981 27506.96936455369 3600.1250547319651 5168.1891646832228 12867.782006189227 12637.538633435965 84.693093433976173 10050.787785381079 17413.314199090004 366.74466946721077 69.184262707829475 6.7022320926189414 4288.9877073317766 1596.8760134875774 189.06047041714191 4035.3443089127541 3770.006718724966 5548.9781362116337 2608.1155309379101 16.236333191394806 31402.073773339391 1394.1758069843054 329.71488672494888 119.9387830644846 396.22776526212692 5.9718899577856055 268.62514510750771 57.563310295343399 287.35058279335499 59.372622653841972 33.843972727656364
leaf_count=2112 110936 14752 21241 52240 53774 346 40900 71976 1663 286 28 17531 6535 865 16540 15423 23140 10643 68 127265 5620 1413 512 1746 26 1267 241 1275 276 148
internal_value=-0.00283034 -0.00214368 -0.00558399 -0.00998864 -0.0167638 -0.0415802 -0.000685714 -0.00600475 -0.0524475 -0.0267631 -0.0383816 -0.00414331 0.00381258 0.000420968 0.00311473 0.00445762 0.00137244 -0.00500302 -0.0126731 0.00526015 0.00102983 -0.0178462 -0.0159805 -0.048896 -0.0401679 -0.0624194 0.0163755 -0.0409537 -0.0710387 -0.0565882
internal_weight=146631 144078 91327.7 48086.8 17805.7 2553.15 43240.9 30281.1 1472.89 1080.26 592.053 14339.8 52750.6 8429.4 5632.22 44321.2 9149.1 2797.18 488.208 35172.1 28901.1 414.408 189.123 402.93 660.067 812.818 73.7996 654.095 327.998 484.82
internal_count=600788 589381 374218 199231 75015 11407 174987 124216 6767 4640 2572 58431 215163 34583 23075 180580 37892 11508 2068 142688 116556 1759 798 1774 2964 3803 309 2938 1543 2260

Tree=104
num_cat=0
split_feature=48 7 7 48 28 6 7 8 13 7 7 33 28 8 33 28 18 21 55 21 7 7 20 31 6 16 46 6 25 47
split_gain=1110.43 528.32 447.05 309.675 282.954 345.841 256.212 136.589 65.5673 54.2275 44.5161 33.1962 29.7144 29.5582 33.0666 28.166 25.6685 24.1178 22.8819 22.3633 21.8944 21.0187 16.284 16.1953 13.2091 12.9177 8.73806 12.9906 7.91096 5.71398
threshold=-1.4635246396064756 0.0059639648534357556 -0.0032519351225346322 -0.33299300819635386 -0.0043495516292750827 -0.0032315354328602548 -0.0390078667551279 -0.0065470347180962554 -0.012298977002501486 -0.078755598515272127 -0.042772365733981126 0.059463137760758407 0.14125750213861468 0.011339744087308647 -0.39895440638065333 -0.033404938876628869 0.029094483703374866 4.5086498260498056 1.2476784586906435 4.5086498260498056 -0.073660593479871736 -0.057578392326831811 -0.029131743125617501 0.91861024498939525 0.46047466993331915 -0.16990545392036435 -0.012757860589772461 -0.49882008135318751 2.0808279514312749 1.0000000180025095e-35
left_child=2 3 4 6 19 8 21 -8 -6 25 -7 18 16 14 29 -11 -13 -14 22 20 -1 -2 -3 -16 -20 -5 27 -15 -28 -4
right_child=1 11 13 9 5 10 7 -9 -10 15 -12 12 17 26 23 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0066669441391081436 0.0014072745016569545 0.0081176898813926073 -0.048163371658563367 -0.0010282354689846013 -0.029600268106026856 -0.0027944348248250517 -0.015033019506256278 -0.0035885402574876327 -0.050532048518058731 0.00095227920027328016 -0.022116088851744244 0.0039020809119234921 -0.0039967387416528404 0.019943851265707541 -0.0074865946334165987 -0.0033763934969488632 -0.0059945066538215032 -0.025978359057215992 -0.0016878751241117384 0.11751903862436064 -0.010912634289068064 -0.0051407717825857893 0.004440246325878125 0.011357525074552953 0.0059167032014817477 0.0022427969729068038 0.011889160784831586 -0.0018935747808795182 0.065696894551807702 0.013650354579897604
leaf_weight=286.54171913862228 6319.2947805225849 4853.3694909512997 68.10495737195015 6332.5213954299688 646.50831116735935 495.14270858466625 16051.799542069435 4691.0794350504875 2681.8709697574377 6199.5923586636782 2567.0448260456324 5326.4720320105553 1586.2426178306341 121.07501581311226 555.31821949779987 33548.75743535161 1100.8351075202227 195.12189307808876 3045.014171153307 4.9165406078100196 1769.8971901834011 2337.6741740852594 30737.713961884379 222.31973434984684 1076.1043140739202 12494.891116753221 744.76219245791435 437.40628427267075 9.6344272047281247 5.6364484280347815
leaf_count=1158 25550 19836 303 25481 2843 2074 66915 19599 12298 24944 11414 21815 6447 503 2425 136941 4474 888 12330 20 7423 9573 124708 985 4393 50342 3184 1856 41 25
internal_value=-0.00266625 -0.00123063 -0.0210435 -0.00394568 -0.0271701 -0.0333013 -0.00888663 -0.0124448 -0.0464662 -0.00146576 -0.0189919 0.0037538 0.000338254 0.00288243 -0.0056798 -0.00270125 0.00220705 -0.0064045 0.0044598 -0.00816264 -0.00846312 -0.000360919 0.00494172 -0.00209923 0.000297828 0.0011426 0.0084349 0.00284063 0.0125763 -0.0434386
internal_weight=146513 135896 10616.2 87975.6 8451.92 6390.57 29399.8 20742.9 3328.38 58575.8 3062.19 47920.9 8208.67 2164.26 851.379 39748.3 6427.31 1781.36 39712.2 2061.36 2056.44 8656.97 35591.1 777.638 4121.12 18827.4 1312.88 558.481 754.397 73.7414
internal_count=600788 554236 46552 359345 37230 28629 121637 86514 15141 237708 13488 194891 33624 9322 3738 161885 26289 7335 161267 8601 8581 35123 144544 3410 16723 75823 5584 2359 3225 328

Tree=105
num_cat=0
split_feature=48 7 7 7 6 6 48 6 6 6 7 7 7 16 20 48 7 33 33 34 20 16 11 27 33 6 16 16 11 9
split_gain=1003.92 485.865 396.125 325.61 275.379 301.839 265.412 116.744 75.2323 44.3893 39.3565 35.0773 33.7093 61.2961 37.5556 32.9589 20.4311 20.2048 18.8532 18.7426 17.3042 17.2005 15.6425 15.4435 13.3634 12.9135 12.5765 17.2391 12.4877 10.74
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.02541163936257362 -0.0032315432326868172 -0.33299300819635386 -0.0032316836295649405 -0.0032315257703885432 -0.0032315653515979643 -0.073660593479871736 0.0066762119531631478 0.0099725075997412222 0.010410226415842773 0.018170196563005451 0.79753869771957409 -0.066814437508583055 -0.38896885514259333 -0.39642000198364252 1.3853752017021181 -0.031093611381947991 -0.034213740378618233 0.026686859317123893 0.0076636255253106364 2.0911093950271611 0.88734760880470287 0.037072572857141502 0.013158256188035013 -0.83358263969421376 -0.0087192403152585012
left_child=2 3 4 10 16 9 7 -5 -7 -6 25 17 13 18 20 -8 23 22 -3 -15 -14 -12 -4 -1 -16 -2 27 -13 -18 -28
right_child=1 12 11 6 5 8 15 -9 -10 -11 21 26 14 19 24 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.010903249346334722 0.00052288635057828555 -0.0055976599347564819 0.030037442408645709 -0.0066571370217647181 -0.058494082998947934 -0.030112781955741387 -0.0047590403118291926 -0.016994190884209157 -0.013809762190939321 -0.041996582321687917 -0.0039507818380929262 -0.0041696994327315258 0.0099512861746250628 -0.0021887058419459171 -0.00021158819690623656 0.0009971073017758039 -0.0040080822815497987 -0.0039689774580881892 0.0085867607329227717 -0.012929726124363041 0.0041706979308999111 -7.8129424665935887e-06 -0.038131360183163515 -0.03355207156563729 -0.012529668330421899 0.0042725147487203451 -0.0045247288316513619 0.026664640735559998 -0.013960123695459242 0.0080965873020490374
leaf_weight=281.84154660999775 21121.548043042421 370.85575322806835 13.155563995242117 5778.9435826390982 950.29880651831627 1970.3934057503939 17834.291674137115 11123.975491985679 1970.8388630151749 1410.2755372077227 11157.932399183512 87.775937736034393 1891.2759766876698 5942.6551501899958 4541.484854593873 4296.9868161529303 761.44632591307163 544.60120150446892 2708.0490139126778 624.9892485588789 38467.399841114879 5881.127012565732 107.20447772741318 30.107882365584373 328.76698535680771 3767.5207728892565 320.83500365912914 224.67873102426529 1036.1001010686159 874.11304424703121
leaf_count=1140 84996 1535 56 23706 4537 8733 72859 46983 8796 6491 45412 375 7784 24620 18403 17506 3184 2387 11051 2630 156206 23859 478 122 1336 15289 1356 973 4376 3731
internal_value=-0.002474 -0.00111033 -0.0199762 -0.00401534 -0.0257769 -0.0319534 -0.00789317 -0.0134601 -0.0219604 -0.048638 -0.000405159 0.00248412 0.00317566 9.30703e-06 0.00385099 -0.00364143 -0.00732555 -0.00880383 0.00687824 -0.00321084 0.00444159 -0.00258984 -0.0306804 0.00661263 -0.00104312 0.00109048 0.00746358 0.0180025 -0.00974441 0.00470785
internal_weight=146421 135838 10583.7 80962.3 8411.3 6301.81 39034.2 16902.9 3941.23 2360.57 41928.1 2172.36 54875.5 9646.55 45228.9 22131.3 2109.5 664.961 3078.9 6567.64 40358.7 17039.1 120.36 311.949 4870.25 24889.1 1507.4 312.455 1797.55 1194.95
internal_count=600910 554175 46735 330610 37379 28557 161054 70689 17529 11028 169556 9356 223565 39836 183729 90365 8822 2921 12586 27250 163990 69271 534 1262 19739 100285 6435 1348 7560 5087

Tree=106
num_cat=0
split_feature=48 18 48 47 12 23 28 23 28 11 9 9 6 13 16 33 6 6 6 49 17 28 9 33 23 11 28 25 14 14
split_gain=897.105 352.747 205.422 189.714 139.143 119.514 211.82 89.1767 174.29 74.3397 65.7201 62.6055 44.507 47.5299 39.595 36.3053 36.0782 34.9552 21.8184 19.8315 18.0853 34.3888 17.8758 15.7124 14.912 14.6442 14.028 12.2415 12.2355 11.2576
threshold=-1.4635246396064756 -0.02126310300081968 1.0000000180025095e-35 -0.57347567379474629 -0.2887094765901565 -0.0014371092547662554 -0.0043495516292750827 -0.0014371092547662554 -0.0049122693017125121 -0.79712787270545948 -0.050974585115909569 0.01594503223896027 -0.0032315432326868172 -0.0039383406983688465 -0.011826706118881701 -0.20766398310661313 0.52574485540390026 0.35522730648517614 -0.0032315860735252495 -0.25953947752714152 -0.93323016166687001 -0.51138007640838612 0.53420081734657299 -0.38968080282211298 -0.0014371092547662554 -1.3896767497062681 -0.091163061559200273 -1.3037264347076414 0.47798374295234686 0.0058288793079555043
left_child=1 12 3 5 9 6 -2 8 -6 19 28 -12 13 23 20 22 -9 -7 -15 -3 21 -4 -16 -1 -22 -14 -17 -11 -5 -27
right_child=2 4 14 10 7 17 -8 16 -10 27 11 -13 25 18 15 26 -18 -19 -20 -21 24 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.026968266558747039 -0.0032773319962734891 -0.016296049787345071 0.03476929033490378 0.0030839961838237664 -0.0020855296817133689 0.005025506812502494 -0.018932360503728166 0.0074669567337823373 -0.023520921252270059 -0.057829077924310059 -0.0043238900466528018 0.00085544001265932569 0.065183822480872594 -0.065847644227689878 0.0031938745425464663 0.0039855186598361193 -0.0078907523824685976 -0.0048963602659159835 -0.047905167433551811 0.02317166659849363 -0.0013190972557992375 -0.019094118721679341 0.009509997449290427 0.038981846682684083 0.0013661241206169676 -0.03249524519012531 -0.00078188884120066577 -0.040072346228381794 0.035269137884118416 -0.0041513289242302758
leaf_weight=184.31894485652447 5418.8163145780563 162.08143864572048 46.626197502017021 8263.6302472800016 2125.0929028242826 1888.3156292438507 6764.0903020948172 929.03233735263348 3487.1575447767973 178.75974397361279 24040.685646116734 12270.541749551892 5.7557028681039801 356.9746717363596 24626.083761453629 2571.8607953935862 1247.43364135921 3578.2136414647102 695.68904477357864 60.995428428053856 19936.321660876274 358.53149428963661 1665.2765334844589 13.496001809835432 11268.089841336012 454.94372871518135 13052.024740159512 553.96559463441372 41.322025507688522 54.636593341827393
leaf_count=819 22168 710 224 33376 8893 7776 28512 3967 15527 820 99089 49807 26 1792 99999 10443 5586 15159 3409 254 80359 1550 6683 58 45613 2115 53250 2498 167 261
internal_value=-0.00233075 -0.0189372 -0.0010454 -0.00353903 -0.0140801 -0.00871699 -0.0119692 -0.0114729 -0.0154044 -0.0353254 -0.00149072 -0.00257365 -0.0429903 -0.0490034 0.00106638 0.00225537 -0.00133526 -0.00146903 -0.0539897 -0.00550448 -0.000510258 -0.0128954 0.00359393 -0.0224688 -0.000349449 -0.0283992 2.87807e-06 -0.0444044 0.00324414 -0.0294562
internal_weight=146301 10510.3 135790 62265.6 8744.52 17649.4 12182.9 7788.72 5612.25 955.802 44616.2 36311.2 1765.81 1250.48 73524.8 41915.2 2176.47 5466.53 1052.66 223.077 31609.6 405.158 26291.4 197.815 31204.4 515.336 15623.9 732.725 8304.95 509.58
internal_count=600910 46735 554175 256054 38255 73615 50680 33973 24420 4282 182439 148896 8480 6078 298121 170375 9553 22935 5201 964 127746 1774 106682 877 125972 2402 63693 3318 33543 2376

Tree=107
num_cat=0
split_feature=48 7 7 7 28 6 48 34 23 6 7 9 7 20 7 16 28 29 17 7 55 9 17 20 17 9 23 6 24 35
split_gain=801.462 410.276 340.035 277.477 230.588 265.768 220.25 100.48 75.5505 64.2181 33.2282 31.4555 29.1862 27.8906 32.874 49.5696 21.8588 17.6337 16.9793 16.8487 14.1826 13.5045 13.0773 11.7389 17.6336 15.7464 11.2938 11.2791 9.2603 8.16586
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0032519351225346322 -0.032731924206018441 -0.0043148747645318499 -0.0032315432326868172 -0.33299300819635386 1.3778149485588076 -0.0012290789163671432 -0.0032315257703885432 -0.061049358919262879 -0.070271071046590791 0.0066762119531631478 0.018170196563005451 0.0099725075997412222 0.010410226415842773 0.0044669276103377351 -0.26105561852455134 -0.44068811833858484 -0.066814437508583055 1.1584081649780276 -0.022330764681100842 -0.52012807130813588 -0.022495579905807968 -0.68943312764167775 -0.0090628797188401205 -0.065855942666530595 -0.46419106423854822 0.67701286077499401 0.23892677575349811
left_child=2 3 4 10 19 8 7 -5 -6 -7 20 -8 17 14 15 -3 -12 -4 -16 21 -2 -1 -21 24 -14 -25 27 -15 -19 -28
right_child=1 13 12 6 5 9 11 -9 -10 -11 16 -13 23 26 18 -17 -18 28 -20 22 -22 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0038616423318723198 0.00029709103389375963 0.0063095228600147163 -0.033775971915348153 -0.011317025281701244 -0.047122798131685038 -0.027402665456560896 0.0047408173896813172 -0.032884396927046471 0.014216789359228203 -0.012239951741129988 -0.0042785393943001633 -0.0039817648404859678 0.034218490468783551 -0.0068517807116377479 0.0057297854436707957 -0.0030160842972671571 0.00085176966695284999 0.0016033283820759661 0.0032096514533186613 -0.0015733849695056556 0.004111117772977714 0.021038296897119377 -0.012304543549674878 -0.014554571268890893 0.0087650955701170808 0.0065951251636740633 0.0035215955583387431 -0.044532074573914622 -0.013922677187412679 -0.0016320478514371545
leaf_weight=191.81497076153755 24326.719008997083 3002.7930576354265 78.312377870082855 16040.91829188168 2202.9253595173359 1936.5216540843248 1547.4255688488483 788.93392622470856 72.187679782509804 1952.8097864091396 9490.4121429920197 20570.21208524704 109.44228242337704 557.35881035029888 14549.525999382138 5848.5727025270462 4157.3962041735649 373.56251403689384 25824.278527498245 589.23639714717865 3944.1065299957991 125.38078759610653 1201.0619295537472 159.09594447910786 705.46926006674767 533.3088161200285 1534.2349047362804 29.09712278842926 208.28304745256901 3538.7291107177734
leaf_count=774 98088 12271 354 67239 10690 8733 6269 3450 319 8796 38603 84096 473 2242 59405 24302 16982 1634 104585 2512 15883 509 5046 670 3016 2276 6246 118 933 14396
internal_value=-0.00219559 -0.000984149 -0.0179487 -0.0036563 -0.0233994 -0.0291591 -0.00724177 -0.012328 -0.0451765 -0.0197896 -0.000324963 -0.0033715 0.00285315 0.00295296 0.00340393 0.000147593 -0.00271574 -0.00749213 0.00411783 -0.00655211 0.000829192 0.00598078 -0.00877262 0.00738406 0.0121835 0.0017355 -0.000969547 -0.0087213 -0.00395451 -7.34128e-05
internal_weight=146190 135751 10439.4 80866.1 8271.94 6164.44 38947.5 16829.9 2275.11 3889.33 41918.6 22117.6 2167.47 54884.6 49225.2 8851.37 13647.8 660.158 40373.8 2107.49 28270.8 317.196 1790.3 1507.32 814.912 692.405 5659.42 586.456 581.846 5072.96
internal_count=600910 554175 46735 330610 37379 28538 161054 70689 11009 17529 169556 90365 9356 223565 200563 36573 55585 2921 163990 8841 113971 1283 7558 6435 3489 2946 23002 2360 2567 20642

Tree=108
num_cat=0
split_feature=18 7 7 47 23 29 28 7 34 7 5 5 34 19 51 7 0 9 28 9 23 0 45 17 13 55 14 34 17 27
split_gain=711.835 527.467 408.459 267.999 149.542 57.9985 52.3637 40.0931 34.5362 32.0703 42.4818 25.4232 25.3792 22.6936 21.6697 19.8259 18.4009 17.8758 20.0572 17.4471 15.3291 13.5304 7.62331 12.6787 7.59185 7.56754 5.90522 5.69294 4.91686 4.35916
threshold=-0.021510399878025051 -0.0021867412142455574 -0.032731924206018441 -0.57347567379474629 -0.0014371092547662554 -0.26523210108280176 -0.0051150717772543422 -0.073660593479871736 1.3778149485588076 0.0099725075997412222 1.0606365799903872 -1.2766427993774412 1.3853799700737002 -0.021145408041775223 0.26611785590648657 0.16409961134195331 -0.0010722504230216143 0.0036375302588567142 0.016653128899633888 0.012639783788472416 -0.0014412749442271886 0.006776712369173766 -0.00056413860875181843 0.11954943835735322 -0.0023465743288397785 0.83853408694267284 0.0037858980940654878 -1.3928270339965818 1.003887474536896 -0.00025700255355332041
left_child=6 2 7 4 -4 -5 22 21 17 10 19 -9 26 15 -15 -11 -12 18 -8 -3 -19 -2 28 25 -14 -24 -10 -25 29 -1
right_child=1 9 3 5 -6 -7 8 11 12 13 16 -13 24 14 -16 -17 -18 20 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0029390229360668763 0.00046516960881165797 4.9917815681637492e-05 -0.017830658496220446 -0.023044104748900143 -0.0051895241970747767 -0.0045093055893010306 -0.038426565567866382 -0.0067237103446826738 -0.063893988798276471 0.0074838833106281571 -0.013805623120164466 -0.0013567988377735851 -0.034978342440159599 0.0034793745964206385 -0.00034895851636996026 0.00013412561654397196 -0.0027542360319028443 0.088838616617331612 0.055962846027536692 0.0060878573246729278 -0.019074821648892439 0.0040003967844480662 0.013673741796266965 0.014247206557877409 0.004839447010517633 -0.063880536098193733 -0.047708212204802494 0.093658152103257869 -0.051631961409921177 -0.046833437421148587
leaf_weight=44.651304572820663 20789.574548855424 5796.5220517814159 12052.490327656269 600.75833661854267 4464.1650952249765 27006.029397040606 1137.0423243790865 3944.8274725824594 306.01843211054802 7233.1983806192875 929.3768794387579 13893.440392374992 63.136378884315491 31637.449544593692 6146.7646722346544 1551.6570589095354 1203.7420570850372 4.7434538453817359 7.8909892737865439 2337.776975736022 134.73954211175442 4602.997346803546 23.525051981210712 4.7000895142555228 22.647715643048286 5.381644904613494 105.52025312185287 9.4829260408878309 8.7831952422857267 7.0991849303245536
leaf_count=185 83699 23950 51700 2536 19245 111255 5540 16172 1570 29646 3957 56581 300 128329 25051 6273 5133 20 33 9571 614 18638 99 20 98 23 566 40 37 29
internal_value=-0.00206838 -0.00159742 -0.00447583 -0.00846926 -0.014414 -0.00491265 -0.0380867 -0.000399946 -0.0404579 0.00282652 -0.00015823 -0.00254366 -0.0536588 0.00348459 0.00285658 0.00618571 -0.00756921 -0.0353466 -0.037776 0.00178521 -0.015405 0.00110601 0.00268538 0.0216527 -0.0244661 -0.000764767 -0.0597439 0.0673423 -0.0108162 -0.00388881
internal_weight=146076 144191 87354.3 44123.4 16516.7 27606.8 1885.36 43230.8 1781.74 56836.5 10267.4 17838.3 497.323 46569.1 37784.2 8784.86 2133.12 1284.42 1144.93 8134.3 139.483 25392.6 103.623 43.0897 85.7841 28.9067 411.539 14.183 60.5337 51.7505
internal_count=600910 591736 359826 184736 70945 113791 9174 175090 8741 231910 42611 72753 2534 189299 153380 35919 9090 6207 5573 33521 634 102337 433 182 398 122 2136 60 251 214

Tree=109
num_cat=0
split_feature=48 7 48 7 7 1 6 6 0 23 6 33 55 7 29 9 48 3 34 3 6 16 7 27 33 3 55 6 25 46
split_gain=661.667 392.939 257.151 237.564 175.431 159.784 133.753 71.1992 52.9765 34.2526 115.462 27.1269 22.8887 22.1677 17.7331 16.1659 15.5724 15.3898 20.366 14.2171 18.9597 13.4313 12.8261 11.4986 10.9191 10.7834 10.3602 9.55695 8.97902 7.69109
threshold=-1.8403685092926023 0.0059639648534357556 -0.33299300819635386 -0.03729774430394172 -0.0052213948220014563 -0.0037464592605829235 -0.0032316836295649405 -0.0032315354328602548 -0.003275136230513453 -0.0014371092547662554 -0.0032315860735252495 1.0000000180025095e-35 1.2007735371589663 -0.18996974080801007 -0.22277338802814481 0.0015320101520046594 1.1743826568126681 -0.0066455821506679049 0.26190096139907842 0.021880536340177063 0.39170515537261968 0.30268117785453802 0.31181630492210394 -0.0077745774760842315 1.3852186203002932 -0.0080701890401542169 -1.7678871154785154 -0.51025760173797596 -0.90683484077453602 -0.042189540341496461
left_child=4 2 3 13 5 17 -5 8 -7 10 -4 12 14 -2 -3 25 -11 27 -19 20 -13 -9 24 -14 -17 29 -21 -1 -24 -6
right_child=1 11 9 6 15 7 -8 21 -10 16 -12 19 23 -15 -16 22 -18 18 -20 26 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031718232597764146 0.0050233665088285718 0.0068784729883462946 -0.0003207939261201505 -0.0046120664970966526 -0.025767524371343047 -0.014454820597497711 -0.013986560384477723 -0.022051521906672342 -0.044886255170660257 9.4983851843477655e-06 -0.0082268806519397181 0.0031867812233908992 0.0055079305471635318 -0.0014730018980539702 0.0035843041135440994 0.0090762706342956412 0.0045279788398585354 -0.030618169849342611 -0.0055169848214403194 -0.085665366099915444 -0.0036391922303215772 0.079071615275586052 0.040468035443660393 -0.0018264535540852738 0.063578884794401408 -0.01039527655192451 -0.003980409202563753 -0.010240058682775395 -0.044915121563921738 0.035509652023290796
leaf_weight=284.71859773993492 2441.8731491714716 7132.8672337383032 25359.582812950015 8026.3698622435331 9.2361579686403257 223.63691422343254 15585.78063288331 881.98631590604782 1817.3795584142208 21530.402422279119 8614.3682234883308 5454.1271075904369 947.16089802980423 7278.522572517395 28092.106362864375 428.97763501107693 3028.539905205369 245.42189861834049 207.77581083774567 5.4196272492408744 1913.3869258612394 4.5959977209568015 5.2199531793594387 3470.48713542521 13.188804313540457 403.86689493060112 1987.8566202521324 527.77221712470055 23.997020035982132 31.268881991505623
leaf_count=1201 9832 29069 102365 33174 40 967 67281 4137 9151 87814 35323 22242 3824 29734 113900 1888 12287 1112 921 22 7950 21 21 14091 57 1815 8120 2318 97 136
internal_value=-0.0019482 -0.00119173 -0.00346759 -0.00760411 -0.0228059 -0.027915 -0.0107999 -0.0354877 -0.0415518 -0.00111197 -0.00232545 0.00307475 0.0037493 0.000158959 0.00425136 0.000589136 0.000566705 -0.0103991 -0.0191101 0.000218055 0.00141404 -0.0215273 0.00820024 -0.000253933 0.010702 -0.00748462 -0.00420251 -0.00554018 -0.0296604 0.0215369
internal_weight=145978 140869 91865.4 33332.5 5109.04 4193.29 23612.2 2927.6 2041.02 58532.9 33974 49003.4 39642.6 9720.4 35225 915.755 24558.9 1265.69 453.198 9360.79 7367.51 886.582 471.383 4417.65 442.166 444.372 1993.28 812.491 29.217 40.505
internal_count=600910 577028 377810 140021 23882 19828 100455 14276 10118 237789 137688 199218 160884 39566 142969 4054 100101 5552 2033 38334 30192 4158 2063 17915 1945 1991 8142 3519 118 176

Tree=110
num_cat=0
split_feature=48 7 7 7 18 48 18 7 13 1 7 48 55 23 26 55 7 19 21 11 8 46 12 12 34 16 8 16 12 27
split_gain=623.901 281.098 273.655 210.037 179.61 179.06 93.8381 92.0339 66.4643 59.557 33.1295 32.4387 25.3467 17.7305 15.7056 15.5069 14.1974 14.1836 13.8884 13.6463 12.9969 12.4763 12.3468 10.5931 11.8559 11.0368 17.8154 10.3165 8.8438 5.4927
threshold=-1.4635246396064756 -0.0016673511709086595 1.0000000180025095e-35 -0.051284333691000931 -0.020845691673457619 -0.33299300819635386 -0.020647044293582436 -0.046120736747980111 -0.0039383406983688465 -0.0037464592605829235 -0.021544315852224823 0.42069473117589956 0.906316637992859 -0.027622920460999009 -1.0036266446113584 1.1584081649780276 0.0082902335561811941 -0.022229322232306 1.4956800341606142 -0.79712787270545948 0.018499844707548622 0.073190037161111846 0.21455843001604083 -0.2920279055833816 1.3853799700737002 0.037072572857141502 0.053233079612255103 0.41388021409511572 1.3744235634803774 1.0000000180025095e-35
left_child=2 3 4 15 8 6 -5 14 19 -9 -10 -7 13 27 -6 22 -15 20 -17 -1 -14 -19 -2 24 29 26 -25 -3 -27 -4
right_child=1 12 23 5 7 11 -8 9 10 -11 -12 -13 17 16 -16 18 -18 21 -20 -21 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-0.0040910482559813124 0.00085054036054394171 -6.4964691954452866e-05 -0.053502794438809266 -0.023009179773737603 -0.01329172364793618 -0.0041429666920254436 -0.0084794597813621746 -0.010434429948848198 -0.02106599356806357 -0.023131259415480058 -0.044853624973402402 -0.00018123570574255331 -0.0021683451517287775 0.00075854727223448803 0.0068576154748402601 0.004793199986139628 0.0038523522612331587 -0.0002205083175651385 -0.0097792074520039619 -0.024409347763148417 0.011982293728099435 -0.01038593153348767 -0.0023018739898156555 0.018008598029248674 0.054242890205254156 0.0017213923388129399 -0.01747998430393009 -0.010325513506132923 0.030711068175546637 0.0039674839612522349
leaf_weight=192.7102866768837 21811.959482595325 1628.5822317302227 24.8250382989645 1689.5380014032125 168.97960039973259 17144.2844196558 18376.397863566875 2075.6812607347965 239.72519847750664 3380.3627970814705 1360.2040587812662 12396.576868861914 356.57548908889294 6058.2919475138187 663.01130768656731 4168.3639392703772 34950.786758303642 9901.1542022973299 240.81626300513744 285.58566895127296 616.71288797259331 438.91096271574497 5394.4818851351738 370.30784200131893 5.4117837995290747 1394.3471438288689 56.792348280549049 431.48882536590099 37.619944527745247 7.5494721233844748
leaf_count=857 87984 6710 110 7315 701 70164 77269 9107 1168 15642 7113 50500 1485 25061 2742 16762 141749 40295 1003 1294 2524 1791 21789 1615 25 5984 230 1742 158 34
internal_value=-0.00187021 -0.000808677 -0.015896 -0.00300671 -0.0204834 -0.00540192 -0.00970285 -0.0155136 -0.0355204 -0.0183009 -0.0412894 -0.00248046 0.00247417 0.003127 0.00276523 0.000751506 0.0033953 -1.1078e-05 0.0039973 -0.0162229 0.00679804 -0.000652006 0.000225481 0.00433711 -0.0265892 0.0049657 0.0132896 -0.00221407 0.002483 -0.0401012
internal_weight=145868 135605 10263.1 81222.4 8366.26 49606.8 20065.9 6288.03 2078.23 5456.04 1599.93 29540.9 54382.5 43069.1 831.991 31615.6 41009.1 11313.4 4409.18 478.296 973.288 10340.1 27206.4 1896.85 37.7863 1859.07 427.1 2060.07 1431.97 32.3745
internal_count=600923 554143 46780 332786 38624 205248 84584 28192 10432 24749 8281 120664 221357 175262 3443 127538 166810 46095 17765 2151 4009 42086 109773 8156 169 7987 1845 8452 6142 144

Tree=111
num_cat=0
split_feature=48 7 7 7 28 6 48 6 6 23 0 28 17 17 55 3 7 3 12 7 16 9 24 46 4 17 33 6 0 16
split_gain=557.079 249.09 248.356 191.653 181.354 207.1 153.54 92.2354 52.5544 43.3057 30.7362 28.1957 37.3658 23.2382 28.5251 18.4693 17.9855 15.0239 14.9596 14.5717 36.4138 13.0493 12.8973 11.5844 16.6098 11.3372 11.0911 9.45013 10.4273 9.67314
threshold=-1.4635246396064756 -0.0021867412142455574 -0.0037489895476028319 -0.032731924206018441 -0.0043148747645318499 -0.0032315464923158284 -0.33299300819635386 -0.0032315860735252495 -0.0032315264688804741 -0.0012290789163671432 -0.042959121987223618 -0.09846006333827971 -0.89186540246009816 -0.42867292463779444 1.1735116839408877 -0.0067052494268864385 0.0066762119531631478 -0.0062888159882277242 0.29522921144962316 0.017697945237159732 0.020770533010363582 -0.0058194887824356547 3.2458256483078007 -0.02531350031495094 -0.0056668194010853759 -0.70736706256866444 -0.17661672830581662 0.68938201665878307 -0.00024989120720420027 0.19025792181491855
left_child=2 3 4 11 15 9 7 -5 -7 -6 -8 25 -13 14 18 21 23 -17 -3 20 -15 -1 -16 -4 -25 -2 -21 28 -18 -29
right_child=1 13 16 6 5 8 10 -9 -10 -11 -12 12 -14 19 22 17 27 -19 -20 26 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0050351641594776281 0.012210892187535148 0.0051440139206058019 -0.023310139468311827 -0.0040816825532108318 -0.043133519188208506 -0.024213307387161036 0.0077995831977948696 -0.013288149812331635 -0.010794193922467051 0.0078907659053922326 -0.0030689798193774547 -0.017114742167062387 -0.00049905810711032325 0.0035772106578304307 -0.0022485666729374111 -0.021448285979909193 0.0082928025816716849 -0.0051615392562594327 7.4734873821797911e-06 0.0028580425968436048 -0.0042219529545433083 0.0074110290834645022 -0.032747655154928716 -0.021938427695287574 0.0027653023751315025 0.002844558648833768 0.00017189166631395437 0.034533655832781542 -0.0026193446996749174 -0.007608026971136164
leaf_weight=776.22602559626102 488.00235252082348 16782.770320400596 106.20856782793999 5796.0213580429554 1795.4583978652954 2093.420328348875 946.38718917965889 10934.228631287813 1973.8285801410675 59.831763431429863 21095.048569872975 477.52600130438805 35178.770096957684 3736.9038363397121 1848.7558037191629 330.6427825242281 963.29826544225216 488.36978214979172 2236.7517501860857 17895.918667897582 4710.9377933293581 471.26852080225945 49.558348700404167 118.30190870165825 475.73718844354153 5754.2502149641514 7633.0367596000433 73.63533142209053 445.9425902813673 25.53556963801384
leaf_count=3232 2022 68640 473 23953 9366 9811 3829 46986 9040 272 86395 2071 142356 15223 7606 1413 4087 2110 9107 72264 19507 1988 203 532 2125 23096 30885 320 1900 111
internal_value=-0.0017617 -0.000761322 -0.0150604 -0.00284757 -0.0199016 -0.0251525 -0.00583704 -0.0100987 -0.017701 -0.041488 -0.00260232 -8.11899e-05 -0.000721583 0.00230451 0.00385162 -0.00485278 0.00245101 -0.0117366 0.00453994 0.00135203 -0.000771992 -0.000333341 -0.00304479 -0.00536316 -0.0021544 0.00357679 0.0020549 0.00607857 0.00483974 0.0236826
internal_weight=145763 135565 10197.7 80670.2 7989.05 5922.54 38771.7 16730.2 4067.25 1855.29 22041.4 41898.5 35656.3 54894.6 20917.8 2066.51 2208.66 819.013 19019.5 33976.8 8447.84 1247.49 1898.31 700.248 594.039 6242.25 25529 1508.41 1409.24 99.1709
internal_count=600923 554143 46780 330708 37232 28489 161163 70939 18851 9638 90224 169545 144427 223435 85556 8743 9548 3523 77747 137879 34730 5220 7809 3130 2657 25118 103149 6418 5987 431

Tree=112
num_cat=0
split_feature=18 7 48 7 8 9 0 6 6 6 17 55 35 28 44 7 7 16 20 28 8 24 4 21 6 8 6
split_gain=500.029 328.577 356.263 166.994 105.6 103.614 94.2561 33.8985 47.2038 22.4752 22.1524 20.1338 19.0802 18.5685 16.6661 15.5991 14.6923 29.2662 12.6948 11.947 9.68217 9.35853 8.81481 7.20685 9.8094 7.09735 7.03446
threshold=-0.021510399878025051 -0.0021867412142455574 -1.0866807401180265 -0.042772365733981126 -0.036356605589389794 -0.03196220472455024 -0.0033910836791619654 -0.0032315407879650588 -0.02541163936257362 -0.0032315860735252495 -0.44068811833858484 1.1735116839408877 1.427729666233063 -0.09846006333827971 1.0000000180025095e-35 0.14887931942939761 0.017697945237159732 0.020770533010363582 -0.031093611381947991 0.16918221861124041 -0.0096963797695934755 1.3979183435440066 -0.0090385135263204557 -0.19129122048616407 -0.0032315343851223584 -0.023326321505010125 0.59681844711303722
left_child=7 2 3 14 13 -6 -5 8 21 22 11 12 -3 -4 -2 23 17 -12 -18 -13 -11 25 -10 26 -25 -1 -9
right_child=1 10 4 6 5 -7 -8 15 9 20 16 19 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.03040941023225182 0.0010894471724609304 0.0045895483694793175 0.0034925542905472604 -0.0062514450461193605 0.0011793750772211007 -0.005921645314298723 -0.019126334956906112 -0.022602351389128295 -0.016578579720506501 -0.040000784388877782 0.0031322516300512008 -0.00056326355052489676 -0.0080940145901513792 -0.00026074739085344724 0.047881913562280901 0.072615543534954502 0.0082953889966996541 -0.0036341015243222152 0.0017542357897031068 -0.016713860938402655 -0.022035458709102621 0.060102213291448471 -0.058830394718116054 -0.03954105796219571 0.012302484667078544 -0.012962330745332857 -0.04593520622604115
leaf_weight=15.804552987217901 2300.7462988495827 18701.037680059671 5395.7079539746046 2655.1478025615215 9529.7773696482182 28678.467487856746 7776.9640019834042 506.74072858691216 18.322905883193016 634.2728354036808 3899.1630585640669 1727.3051995933056 422.18100938200951 30663.095369592309 26.804995015263557 6.0521831959485999 1076.113169297576 5182.9237262606621 25664.743549704552 175.64943186938763 125.00631920993328 8.2001232504844648 277.50527302920818 18.14190299808979 42.388444826006889 77.716934323310852 49.358908101916313
leaf_count=66 9469 76555 21719 11243 38706 118998 35685 2401 103 3443 15909 7111 1767 124022 109 25 4401 21577 103733 738 646 35 1622 83 189 328 240
internal_value=-0.00165957 -0.00127511 -0.00355395 -0.0126613 -0.00198924 -0.00415053 -0.0158495 -0.0327431 -0.0387174 -0.042418 0.00221341 0.00373361 0.00430953 0.000300883 0.00162833 -0.0216438 0.00132113 -0.00072914 0.00201747 -0.00205402 -0.037043 -0.000333655 -0.0562134 -0.022569 -0.00323585 -0.00563277 -0.0246734
internal_weight=145655 143876 87026.7 12759.7 74267 38208.2 10432.1 1779.51 1156.83 1055.11 56849.1 21026.2 19123.2 36058.8 2327.55 622.682 35822.9 9082.09 26740.9 1902.95 759.279 101.722 295.828 616.63 60.5303 93.5215 556.1
internal_count=600923 591742 359951 56506 303445 157704 46928 9181 6243 5814 231791 86171 78322 145741 9578 2938 145620 37486 108134 7849 4089 429 1725 2913 272 394 2641

Tree=113
num_cat=0
split_feature=18 7 8 47 1 8 13 9 6 8 16 20 20 28 12 34 7 5 7 20 0 5 8 35 22 1 9 13 18 24
split_gain=454.331 262.241 221.335 180.769 122.224 120.243 89.3362 69.6539 56.5065 29.0868 36.6878 20.8664 20.795 19.9191 17.8638 17.1676 16.0158 22.4815 15.2341 14.7946 12.7173 12.6733 9.88781 10.214 9.65565 9.07257 8.43665 8.06963 7.11966 4.77806
threshold=-0.021169413812458512 -0.0021867412142455574 -0.030076922848820683 -0.57347567379474629 -0.0038918899372220035 -0.0038057328201830383 -0.0039383406983688465 -0.046046644449234002 -0.0032315407879650588 -0.062790982425212846 -0.073294002562761293 0.018170196563005451 0.018170196563005451 0.0029482590034604077 -0.3001315295696258 1.3608022928237917 0.0082902335561811941 0.73679938912391674 0.45839995145797735 -0.031279245391488068 -0.0034480395261198278 -0.69670143723487843 -0.033271953463554375 0.23892677575349811 -0.52719932794570912 -0.06823741644620894 0.09393887966871263 -0.021760211326181885 -0.02126310300081968 0.10144596546888353
left_child=5 2 9 4 -4 6 20 -5 15 11 -11 -2 16 18 -10 -8 17 -3 21 -18 27 -7 25 -24 -22 -14 28 -1 -15 -28
right_child=1 12 3 7 -6 13 8 -9 14 10 -12 -13 22 26 -16 -17 19 -19 -20 -21 24 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0085617865185558511 0.0017155998811515362 0.0023912535998095769 -0.0050350558132542982 0.002869030835276527 -0.015723601585650122 0.065980939539395711 -0.03783585588841995 -0.0047203490754521779 -0.037514064142081339 -0.0056762904727414966 8.274880078860684e-05 -0.0027589511650405844 0.081211574676457579 0.032080089651042476 -0.018697961664021361 -0.052905707871442269 0.0084920741037207165 -0.0040140971216763013 0.079828301028252321 0.002689794953046879 -0.01484080526399208 -0.0083886299036714431 0.0020153867901258281 -0.0034540015397214884 0.0035228347789509804 0.008985489167134009 -0.074754205313452629 0.081184387495892643 0.004767987905982745 0.0071712786824970507
leaf_weight=16.443716749548916 23011.272429436445 5253.9771359860897 6379.9214904457331 5225.2845361232758 8946.2107726633549 8.1287794560193998 718.47097639739513 21655.705702632666 237.77292500436306 6275.8065971136093 9964.1564415544271 4306.8935305327177 6.2326933443546286 94.963070213794708 672.120640411973 415.22563298046589 1589.236718505621 2994.556154936552 7.1510311067104331 40842.390199914575 527.26301455497742 425.24932396411896 1718.0191303193569 3856.7844300568104 122.90386505424976 211.22181691229343 4.9479391425847989 7.8777963668107978 51.10319696366787 4.9644626975059509
leaf_count=67 92804 21560 27063 21168 39599 33 3914 89990 1129 25931 40755 17379 25 399 3119 2375 6541 12697 29 165814 2346 1843 6986 15707 513 850 20 33 214 20
internal_value=-0.00156327 -0.00106007 -0.00311576 -0.00616059 -0.0112742 -0.0231567 -0.028421 -0.00324508 -0.0345661 -0.000165369 -0.00214279 0.00101016 0.00206193 0.00083108 -0.023615 -0.0433553 0.00244468 6.58484e-05 -0.00558433 0.00290711 -0.00980253 -0.0069937 -0.00128702 -0.00176847 -0.0113694 0.0110556 0.0189501 0.0320844 0.0225246 -0.0337232
internal_weight=145552 142238 85765.3 42207.1 15326.1 3314.59 2718.08 26881 2043.59 43558.1 16240 27318.2 56472.4 596.508 909.894 1133.7 50680.2 8248.53 440.529 42431.6 674.488 433.378 5792.26 5574.8 650.167 217.455 155.979 24.3215 146.066 9.9124
internal_count=600923 584869 354689 177820 66662 16054 13496 111158 10537 176869 66686 110183 230180 2558 4248 6289 206612 34257 1905 172355 2959 1876 23568 22693 2859 875 653 100 613 40

Tree=114
num_cat=0
split_feature=48 7 8 8 3 48 1 34 3 6 6 6 23 16 7 7 17 29 51 19 46 4 24 3 8 50 1 47 31 6
split_gain=411.645 191.725 173.536 169.247 146.799 137.433 73.8859 69.6956 58.3032 42.8142 67.6799 40.9041 35.3663 25.1797 31.2415 22.4951 20.0301 22.8531 21.7813 14.8895 14.2677 14.2236 13.5663 12.5359 12.3484 11.501 9.0491 8.93204 15.6741 9.15661
threshold=-1.4635246396064756 -0.0070066021289676419 -0.0017410112195648251 -0.029487061314284798 -0.0067052494268864385 -0.33299300819635386 -0.0040377434343099585 1.3778149485588076 -0.0057148095220327369 -0.02541163936257362 -0.0032315243734046812 -0.0032315464923158284 -0.0014371092547662554 -0.011291932314634321 -0.071218971163034425 0.0066762119531631478 -0.44068811833858484 -0.25082474946975702 0.42991404235363012 -0.023291864432394501 -0.026057491078972813 -0.0082460702396929247 -2.8673740625381465 -0.0070027634501457206 0.011339744087308647 -0.45432685315608973 -0.06823741644620894 -1.9132293462753294 0.83271151781082164 0.68938201665878307
left_child=1 4 3 13 9 6 -5 8 -6 23 -11 -9 -7 14 -2 19 17 21 -19 25 -21 -4 -18 -1 -24 -3 -15 28 -17 -29
right_child=2 15 16 5 7 12 -8 11 -10 10 -12 -13 -14 26 -16 27 22 18 -20 20 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010344663856862943 0.00095587738219428311 0.0018986393940995832 0.028423279508528559 -0.0046722322839689891 -0.028882742595696658 -0.004259308834994785 -0.013014606601843245 -0.050245180305235913 -0.013299018786441196 -0.021637439580632981 0.00032182194892145473 -0.019675052105376931 0.00063913110971223943 0.11646496108790545 -0.0024334323545356046 -0.015971305026226342 0.034760679583420433 0.0037056319082792773 -0.002292639377116548 -0.019891757528136437 0.0005073517093708037 0.0089474464019307174 -0.0013421198207388329 0.028912664287199283 0.0015709177383278637 -0.031597952531224438 0.0040299588433185905 0.0031957319049906343 0.044961883393871402 0.021756502653094013
leaf_weight=1163.5814345479012 23674.754436776042 50.731116220355034 149.74878968298435 6262.1420185565948 1801.4042019546032 12556.224817708135 9017.0073950141668 536.06577214598656 1558.9196922034025 1348.5874450653791 766.12755925953388 212.86171938478947 8675.8260819911957 2.4930318892002097 15775.143373757601 21.229371666908264 41.604116827249527 16494.907192602754 2416.0044891238213 141.44433870911598 764.19974598288536 1017.2882912009954 6170.5564357191324 50.781014502048492 28285.920281246305 120.27485632896423 4891.9091563075781 1343.0714593827724 47.745520249009132 99.367660909891129
leaf_count=4877 95402 247 614 26243 8921 51296 38999 3068 7377 6505 3414 1057 35781 10 64542 95 168 67240 10009 642 3475 4222 25392 214 114392 565 19833 5683 211 429
internal_value=-0.00147244 -0.0130078 -0.000618445 -0.00235358 -0.0178203 -0.00532842 -0.00959549 -0.0252806 -0.0216531 -0.00861166 -0.0136819 -0.0415565 -0.00225771 9.57724e-05 -0.000399433 0.000823658 0.00195219 0.00343379 0.00293931 -0.00569357 -0.0026786 0.0114465 0.0010899 0.000217833 0.00104924 -0.0216608 0.00408723 0.00546618 0.0262076 0.00447436
internal_weight=145458 10026.4 135432 80855.5 7438.33 36511.2 15279.1 4109.25 3360.32 3329.08 2114.72 748.927 21232.1 44344.3 39449.9 2588.06 54576 20077.9 18910.9 1076.65 905.644 1167.04 34498.1 1214.36 34456.5 171.006 4894.4 1511.41 68.9749 1442.44
internal_count=600923 46780 554143 332106 35433 152319 65242 20423 16298 15010 9919 4125 87077 179787 159944 11347 222037 82085 77249 4929 4117 4836 139952 5091 139784 812 19843 6418 306 6112

Tree=115
num_cat=0
split_feature=26 8 48 12 23 23 6 1 34 6 29 21 33 17 14 19 33 28 24 45 23 8 15 8 50 6 7 4 17 24
split_gain=403.854 225.441 263.784 119.501 103.249 191.392 71.867 66.8786 29.4548 29.3624 22.566 16.508 14.3019 16.6861 12.7284 12.687 12.5817 13.6202 12.9851 9.95593 10.5576 9.44581 10.5392 8.4128 7.97496 14.3824 5.96022 5.95204 3.55823 3.1098
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.27859839797019953 -0.0014371092547662554 -0.001615132321603596 -0.0032315261196345087 -0.0037464592605829235 1.3778149485588076 0.20335417240858081 -0.22508868575096128 -0.15224581956863401 0.29839360713958746 -0.57471990585327137 0.021777472458779815 -0.021195773966610428 -0.29370048642158503 0.19903611391782763 -2.1835905313491817 -0.0036273403093218799 -0.0050554559566080562 -0.020718261599540707 -0.089305073022842393 -0.0081568323075771314 1.0621929764747622 -0.003231556853279471 -0.011195869650691746 -0.0079690390266478044 1.9531670212745669 1.1259797215461733
left_child=8 2 3 7 5 -4 -5 -2 11 -6 16 21 13 -12 26 -14 18 -18 -3 -13 -21 22 -1 -23 29 -26 28 -28 -10 -16
right_child=1 10 4 6 9 -7 -8 -9 14 -11 12 19 15 -15 24 -17 17 -19 -20 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.046095816023029035 -0.009287732002488799 -0.071081391595386081 -0.00096520960925151683 -0.01134336970850924 0.0046588462558421516 -0.0095215015308859393 -0.0011555059388947085 -0.029044012790921458 -0.061784022055266702 0.00013559503318336214 0.0040859813087520923 -0.059262977384337272 0.015590466393384425 0.0010666955793025049 -0.029917590677332826 -0.002401601841237676 0.0031122687051047837 -0.0065158339318943425 0.00585845722174623 -0.05211888425061785 0.017487170272376482 -0.038785462910723476 -0.01437929409690549 -0.01920627949360236 -0.04871176028726644 0.067471863240570376 0.02471709252767515 -0.044780717506963413 -0.021290133650680401 -0.062225846700376973
leaf_weight=46.562738433480263 931.65795071423054 7.6437068283557883 32352.071918159723 6932.7751644402742 6190.287202373147 12662.048201650381 3694.8419349938631 1657.8111269623041 203.99425280094147 25886.645373001695 8086.7841201871634 9.0725355893373472 140.89797131717205 30041.442106232047 43.280561432242393 4300.0091461837292 3315.2240753769875 604.74955499172211 7229.0412680655718 8.9192349016666395 50.720219522714615 490.2091269493103 168.25975190103054 90.496013298630714 7.2290889471769333 7.6166755408048612 4.6204611510038367 59.924273893237114 7.8441576510667792 13.638823762536047
leaf_count=238 4158 32 131367 30684 25118 52489 16364 8093 1274 106558 32979 44 582 121854 249 17641 13540 2505 29574 43 253 2818 875 453 47 41 26 336 50 85
internal_value=-0.00135469 -0.00106926 -0.00286964 -0.0105706 -0.00154932 -0.00337201 -0.00780141 -0.021936 -0.0352643 0.0010085 0.00195702 -0.0294276 0.00133799 0.00170707 -0.0497535 -0.00183076 0.00431896 0.0016269 0.00577719 -0.00168199 0.0070774 -0.031824 -0.0212538 -0.0357343 -0.0276146 0.0108967 -0.0555021 -0.0398057 -0.0602846 -0.0376592
internal_weight=145246 144034 90308.1 13217.1 77091.1 45014.1 10627.6 2589.47 1212.39 32076.9 53725.8 864.24 42569.1 38128.2 348.148 4440.91 11156.7 3919.97 7236.68 68.712 59.6395 795.528 214.822 580.705 71.7651 14.8458 276.383 64.5447 211.838 56.9194
internal_count=600370 593538 374831 59299 315532 183856 47048 12251 6832 131676 218707 4724 173056 154833 2108 18223 45651 16045 29606 340 296 4384 1113 3271 422 88 1686 362 1324 334

Tree=116
num_cat=0
split_feature=26 8 48 8 23 0 28 34 20 29 28 21 33 51 17 19 33 8 33 45 8 15 23 8 9 50 9 9 17 8
split_gain=365.667 199.761 234.836 93.3036 91.4822 173.282 86.7509 28.1412 21.3143 19.9665 15.2764 15.1191 12.6624 14.9229 14.7634 11.6852 11.1533 11.7327 9.80392 9.03072 8.83478 9.70388 8.61361 7.90372 7.44118 8.85182 4.76682 3.94754 3.11201 2.17726
threshold=-2.052433848381042 0.001184461987577379 -1.0866807401180265 -0.040827110409736626 -0.0014371092547662554 -0.0024267609696835275 -0.0043148747645318499 1.3778149485588076 -0.032342087477445595 -0.22508868575096128 0.0029381527565419678 -0.15224581956863401 0.29839360713958746 0.06751380488276483 -0.57471990585327137 -0.023603112436830994 -0.30801409482955927 0.14839097112417224 -0.35766287147998804 -0.008063735440373419 -0.020718261599540707 -0.089305073022842393 -0.0050554559566080562 -0.0081568323075771314 0.0011920230463147166 -0.035467702895402901 -0.0064173906575888387 -0.0058194887824356547 -0.68079400062561024 -0.0038057328201830383
left_child=7 2 3 10 5 -4 -5 11 -6 16 -2 20 14 -14 -11 27 18 -18 -3 -13 21 -1 -21 -22 26 -26 -17 28 -9 -29
right_child=1 9 4 6 8 -7 -8 15 -10 12 -12 19 13 -15 -16 24 17 -19 -20 22 23 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.044336195311294284 -0.002361863383043838 0.0039838263476288695 -0.00073109080962110344 -0.0039988681317955242 -0.014885566133102296 -0.0086610974779591943 -0.015729080640561648 0.017900575098219604 0.0010949783318448525 0.0038431522036433885 0.0082557393337449984 -0.081982953633530392 0.0049578950197441875 -0.0034741247913886281 0.0010036629433100249 -0.011581836641188774 0.0032559257341192643 -0.004419086028706198 0.0087452291086756954 -0.047149170599548533 -0.037303520565214063 -0.013625561310349319 0.013220258498880755 -0.018227986285731357 -0.032094946772344986 0.023306095071302078 -0.051187558706653889 -0.062291458394051098 -0.045603525157364058 -0.014894173714893738
leaf_weight=45.584414094686508 1816.812342569232 4572.4658683687449 31127.15759845078 3079.3895690441132 293.21071460843086 13864.480488345027 7638.6756393909454 3.7192594707012168 31786.359530821443 8090.3668142408133 637.12699495255947 4.542896255850791 922.12700127065182 3518.1244383752346 30044.274313345551 11.991536036133764 3478.6148303300142 865.92819385230541 2244.1543402820826 9.6917511075735074 479.92734634876251 167.12625050544739 54.446356758475304 89.750241458415985 47.240994647145271 12.748426005244253 89.760515943169594 159.55748729407787 9.6711827814578992 3.446577087044715
leaf_count=238 7495 18749 126124 13153 1258 57732 35994 21 130418 32979 2657 23 3768 14455 121854 65 14243 3527 9132 48 2818 875 269 453 276 71 584 1017 57 17
internal_value=-0.00127589 -0.00100678 -0.00270261 -0.00998288 -0.00145836 -0.00317478 -0.0123589 -0.0338581 0.000948914 0.00184117 0.000394831 -0.0281373 0.00125887 -0.00172301 0.00160607 -0.0482571 0.0040624 0.00172619 0.00555137 -0.00159583 -0.0304672 -0.0202069 0.00409798 -0.0342983 -0.0368031 -0.0203216 -0.04652 -0.0587596 -0.027965 -0.0612893
internal_weight=145168 143979 90243.2 13172 77071.2 44991.6 10718.1 1189.21 32079.6 53736.1 2453.94 851.069 42574.9 4440.25 38134.6 338.136 11161.2 4344.54 6816.62 68.681 782.388 212.711 64.1381 569.678 161.741 59.9894 101.752 176.395 13.3904 163.004
internal_count=600370 593538 374831 59299 315532 183856 49147 6832 131676 218707 10152 4724 173056 18223 154833 2108 45651 17770 27881 340 4384 1113 317 3271 996 347 649 1112 78 1034

Tree=117
num_cat=0
split_feature=26 8 48 12 23 6 6 11 34 6 28 17 23 6 28 23 33 6 35 5 7 15 50 19 5 9 17 20 3 17
split_gain=330.983 178.461 206.929 105.175 88.1301 160.494 70.7505 66.0295 26.8672 24.6907 18.246 28.5912 26.93 22.225 16.2307 13.5513 12.6841 11.9953 10.6454 9.86242 8.06918 12.7768 7.52732 15.4369 6.61881 5.72769 4.92185 3.86208 3.63652 3.46253
threshold=-2.052433848381042 0.0065223043784499177 -1.0866807401180265 -0.28114213049411768 -0.0014371092547662554 -0.0032315860735252495 -0.0032315293792635198 -0.8942640721797942 1.3778149485588076 0.11287786811590196 0.097450174391269698 -0.78913334012031544 -0.01754924654960632 0.31772449612617498 0.0015170393744483592 -0.00021052785450592634 -0.38302037119865412 -0.003231556853279471 0.84388083219528209 1.2634153962135317 -0.021914360113441941 -0.049073055386543267 1.0621929764747622 -0.019958060234785076 0.88620784878730785 -0.0058194887824356547 -0.37229315936565394 -0.011710088234394787 -0.00074996417970396567 -0.60325294733047474
left_child=8 2 3 7 5 -4 -5 -2 15 -6 11 16 13 -12 -13 20 -3 25 27 -14 21 -1 26 -24 -22 29 -19 -17 -27 -10
right_child=1 10 4 6 9 -7 -8 -9 17 -11 12 14 19 -15 -16 18 -18 22 -20 -21 24 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.03468421705360656 -0.00099439225895690624 -0.0091701237584686564 -0.00068447618007416993 -0.010528957841349801 0.0051679193794709997 -0.0081610964911112121 -0.0009767434221023821 -0.025086340961488506 0.020811884508943258 0.00038429807050930113 0.01215011906360239 0.0012874087663329308 0.0013923642431202593 -0.03159237805468304 0.0038430775287366559 0.019348847662112038 0.011275654400588288 -0.05006633816085615 -0.04838651895391851 -0.003158095579105871 -0.033581244766024282 -0.0033946163373791034 -0.045718880173276397 0.059483878603863477 -0.013410382949183276 -0.06136624410458328 -0.02260786602182294 0.07859710087249934 -0.041080100764234524 -0.03954401529601493
leaf_weight=82.596934303641319 496.42174524068832 113.14936295151711 32936.538688227534 6795.0665430277586 4306.5266783684492 14348.117288798094 4477.8243095427752 1957.6419681310654 4.9192900806665412 29380.234883084893 53.327171802520752 27066.1931181252 5056.9587363898754 167.2261678725481 12713.523921340704 17.844395652413375 1587.7192294150591 52.474951185286045 7.6540339291095725 2466.7010549902916 561.43700234591961 100.95190878212452 10.684573814272882 8.8991594612598401 62.980986103415489 163.35787956416607 40.079898968338966 4.8763501346111289 37.896212980151176 10.105985715985296
leaf_count=432 2231 470 133496 30222 17472 59851 19922 9549 30 120844 221 109711 20381 791 51840 84 6604 302 36 9933 3275 519 59 48 356 1124 221 22 261 63
internal_value=-0.00120167 -0.000947945 -0.00244583 -0.00914423 -0.00131027 -0.00295319 -0.00673462 -0.0202129 -0.0324993 0.000995838 0.00193368 0.00242449 -0.00069524 -0.021016 0.0021042 -0.0268956 0.00991551 -0.0468037 0.0117921 -9.95459e-05 -0.02835 -0.0174749 -0.0311443 0.00208692 -0.0315467 -0.0549229 -0.0381757 0.0320648 -0.0575464 -0.0197834
internal_weight=145090 143923 94698.4 13727 80971.4 47284.7 11272.9 2454.06 1166.76 33686.8 49224.8 41480.6 7744.21 220.553 39779.7 838.342 1700.87 328.418 30.3748 7523.66 807.967 183.549 112.139 19.5837 624.418 216.279 92.5549 22.7207 201.254 15.0253
internal_count=600370 593538 393587 61924 331663 193347 50144 11780 6832 138316 199951 168625 31326 1012 161551 4724 7074 2108 142 30314 4582 951 630 107 3631 1478 523 106 1385 93

Tree=118
num_cat=0
split_feature=26 7 7 48 0 19 23 0 17 48 35 23 23 55 23 16 21 23 14 23 7 32 9 17 7 11 50 16 21 17
split_gain=299.457 157.216 211.117 177.353 123.647 28.0172 24.2721 50.7468 41.1823 24.0724 23.1258 21.7192 22.7023 19.8344 17.2869 16.7223 11.6663 10.39 9.79505 7.99992 7.92585 9.7267 7.88631 6.71901 5.76436 5.43196 4.42759 2.67046 2.46028 1.71816
threshold=-2.052433848381042 -0.0074352615047246209 -0.030189009383320805 -0.33299300819635386 -0.0022947916295379396 0.0068112392909824857 -0.0014371092547662554 -0.0024267609696835275 -0.93323016166687001 -0.70983687043189991 1.4088905453681948 -0.0014371092547662554 -0.001615132321603596 1.36149138212204 -0.082119487226009355 0.022415847517549995 -0.15224581956863401 -0.0008609870565123855 0.0031685404246672992 -0.0050554559566080562 -0.021914360113441941 -0.049073055386543267 -0.0058194887824356547 2.5182930231094365 -0.010846059303730725 0.11937506869435312 -1.3293595314025877 0.039343310520052917 0.18011609464883807 2.0718289613723759
left_child=10 2 11 4 -4 -5 7 8 -3 15 16 12 -2 -11 -9 -8 20 -13 22 28 21 -1 27 26 -22 -21 -20 -12 -18 -24
right_child=1 6 3 5 -6 -7 9 14 -10 13 18 17 -14 -15 -16 -17 19 -19 23 25 24 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.032752883073230973 -0.00016663597025937129 0.02418499953375949 -0.0030360042723309995 -0.0028675636229272593 -0.013457406168432022 0.0032925814685206565 0.014333964850680057 -0.01711425069073658 0.0014765580398443962 0.0023985573679199293 -0.031379518619347249 0.007697041890802574 -0.0044318729809541763 -0.0035140644906321438 -0.0027742198592731332 0.0048935212787876818 -0.081712397384406679 0.0012526088041588355 -0.046779114060431809 0.017885832087360533 -0.034232482293543448 -0.0050254393096518853 -0.058503698410532087 0.052516174328958588 -0.019167466460585831 -0.020800135893199852 -0.022901680238077791 0.019484825424854992 -0.025257008922580704 -0.022327154956237598
leaf_weight=79.376994043588638 20915.343097701669 281.25607372820377 5843.883602425456 14001.865617483854 12313.847646519542 3147.8806065022945 805.57178664207458 301.39059861004353 23988.810535281897 22072.597919285297 10.677905410528185 914.85771597921848 5482.6977061778307 2169.0645627975464 10069.630432724953 3452.1461322754622 4.6663769632577878 18108.077082425356 50.827066995203495 39.922320172190666 493.46610180288553 98.927821129560471 163.72278385609388 3.2112574577331534 107.71127972006798 18.484110340476036 57.746475979685783 5.4152571558952323 6.3349210768938065 4.7011877894401541
leaf_count=423 84524 1207 24518 57413 55918 12942 3427 1351 97132 89802 64 3690 22622 8842 41992 14510 24 73648 327 199 3016 512 1124 20 570 91 366 31 33 32
internal_value=-0.00113176 -0.000892555 -0.00261743 -0.00603954 -0.0101034 -0.00173685 0.00131279 0.000263548 0.00173972 0.00258814 -0.0311827 4.27152e-05 -0.0010525 0.00186952 -0.00319095 0.00667968 -0.0262294 0.00156254 -0.045374 -0.00305053 -0.0282933 -0.017369 -0.0537235 -0.0315919 -0.0315333 0.00564273 -0.0340795 -0.014264 -0.0492035 -0.0574939
internal_weight=145014 143869 80728.5 35307.5 18157.7 17149.7 63140.5 34641.1 24270.1 28499.4 1145.19 45421 26398 24241.7 10371 4257.72 848.89 19022.9 296.302 69.4077 779.482 178.305 184.517 111.785 601.177 58.4064 108.574 16.0932 11.0013 168.424
internal_count=600370 593538 335275 150791 80436 70355 258263 141682 98339 116581 6832 184484 107146 98644 43343 17937 4868 77338 1964 347 4521 935 1251 713 3586 290 693 95 57 1156

Tree=119
num_cat=0
split_feature=18 23 0 6 8 13 6 23 8 21 8 23 12 33 34 23 27 26 35 33 1 6 4 29 0 23 8 12 11 25
split_gain=271.957 121.392 315.327 487.691 83.265 53.4373 58.5846 48.2843 46.6131 43.4518 33.6672 26.2528 22.8508 23.3181 21.9777 18.4203 17.1157 15.2554 15.0588 15.102 13.8932 13.0758 16.5488 12.0914 11.5402 10.9129 10.3101 10.4879 8.65405 5.59658
threshold=-0.021078436635434624 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 0.001184461987577379 -0.0039383406983688465 -0.0032315368298441167 -0.05013183876872062 -0.010062559507787226 0.93284386396408092 0.011339744087308647 -0.0004490460996748879 -0.29334390163421625 -0.3449594229459762 1.2706093192100527 -0.00026280767633579666 -0.00022175145568326113 -0.55041995644569386 1.4277344942092898 -0.39895440638065333 -0.061326408758759492 -1.0670051574707029 -0.0094272624701261503 -0.25163954496383661 -0.0016861044568940995 -0.0018377197557128964 0.024757893756031994 -0.25816024839878077 0.040322072803974159 0.070815160870552077
left_child=4 2 9 8 5 21 15 -5 -4 10 -2 20 13 -13 -11 -7 26 -8 19 -18 -3 25 -23 -14 -22 -1 28 -28 -6 -20
right_child=1 11 3 7 16 6 17 -9 -10 14 -12 12 23 -15 -16 -17 18 -19 29 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0038444416944941715 -0.0009434892759151843 0.08729568950822536 -0.026459068935230399 -0.018739420388798392 0.0091406997402688865 -0.035439378931067383 -0.010290832025781509 -0.0026715748254074246 -0.015009282149256153 0.0084688156417801145 0.0021515233710002429 -0.021451368970897493 0.0067558194827686512 0.021526284066918474 0.036532890921313739 0.01450206973845479 -0.017735688858658082 -0.027859197062886015 0.12197539883033755 0.018652583873132782 0.0084652629917243635 0.0037349601307904942 -0.017316888887907538 0.00093697839454156759 0.0030062928060204655 0.029476012426517841 0.014389275181271859 -0.016209084267381203 -0.020894797960407795 0.043006083376550493
leaf_weight=107.36134588718414 36924.872641071677 7.1641735881566992 3861.0604850202799 673.62238346040249 42.228532567620277 1214.2817626968026 685.17395356297493 19402.886543035507 1821.6579746752977 1311.5661604404449 18296.911713540554 274.51608468592167 1273.8065828830004 52.320994734764099 104.90662622451782 26.264725521206856 50.232208266854286 229.74513225257397 5.4611188918352109 189.3959524333477 2175.3790003955364 173.31469543278217 519.91106316447258 51569.341625511646 3544.3392025828362 50.220681980252266 124.19560188055038 56.840332850813866 159.59555055201054 7.2997600138187408
leaf_count=465 150345 29 17968 3077 176 7338 3193 80739 8145 5392 73797 1281 5416 226 447 124 212 1124 24 785 8782 735 2349 212102 14414 215 506 237 695 32
internal_value=-0.00106591 -0.000655618 -0.0021177 -0.00752978 -0.0169856 -0.0210867 -0.0260287 -0.0032107 -0.0227887 0.000343725 8.19968e-05 0.00138986 0.000981052 -0.0145714 0.0105473 -0.034382 0.00242254 -0.0147024 0.0143504 0.0110247 0.00518535 -0.0085664 -0.0120537 0.00107724 0.0050825 0.00677464 -0.00544054 0.00478223 -0.0146103 0.0768016
internal_weight=144936 141294 82397.5 25759.2 3641.52 3006.27 2155.47 20076.5 5682.72 56638.3 55221.8 58896.9 53170 326.837 1416.47 1240.55 635.249 914.919 252.389 239.628 5726.88 850.808 693.226 52843.1 5719.72 157.582 382.86 181.036 201.824 12.7609
internal_count=600370 582160 339910 109929 18210 15543 11779 83816 26113 229981 224142 242250 219025 1507 5839 7462 2667 4317 1053 997 23225 3764 3084 217518 23196 680 1614 743 871 56

Tree=120
num_cat=0
split_feature=26 12 8 8 48 9 1 21 34 16 20 35 21 17 5 17 28 20 24 8 48 49 48 14 45 49 48 9
split_gain=226.709 154.215 102.657 106.322 104.119 62.4557 34.3683 30.1047 22.9886 21.3431 20.3783 18.4937 16.9931 16.473 11.5341 10.9302 10.6842 12.3172 8.84448 8.68937 8.41338 11.9979 6.59535 5.78855 5.17918 6.43848 4.23619 4.07277
threshold=-2.052433848381042 -0.29334390163421625 -0.0017410112195648251 -0.031963184475898736 1.0000000180025095e-35 -0.01225137524306774 -0.0037464592605829235 -0.2052076458930969 1.3778149485588076 -0.011291932314634321 0.018170196563005451 1.0834277272224428 -0.11369449272751807 -0.44068811833858484 -1.539800703525543 2.7332909107208256 -0.091163061559200273 -0.031373610720038407 -1.0000000180025095e-35 0.014203843660652639 -2.5940562486648555 2.9130595922470097 1.0000000180025095e-35 0.02554551046341658 -0.002693103975616395 -1.9591461420059202 -1.4635246396064756 -0.00029073902987875039
left_child=8 5 3 9 -5 16 11 -8 12 -3 13 -7 20 -4 -12 19 22 -18 -17 23 27 -22 -2 -10 26 -26 -14 -1
right_child=1 2 10 4 -6 6 7 -9 15 -11 14 -13 24 -15 -16 18 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.040249785888800044 0.045943400180752762 -0.00015894721521365546 0.0032976222124077264 -0.0062149178733527845 -9.9430315994075404e-05 -0.011268258416133282 -0.027438060994151761 -0.0092695680251883069 -0.048349802949470742 0.0041240177944416806 0.029333348981281728 0.01628703702163203 -0.060958712323885896 0.0010783865319725584 -0.0020469831032094358 -0.03602325909760834 0.0017451971698601823 -0.029875920753578585 0.10074886458939016 0.049895363508364821 -0.022463490916113504 0.074127570708578977 0.0088744989853984293 -0.027231606743330947 -0.042825082264121503 0.022656756447558227 0.012948758152054476 -0.0022165579788884456
leaf_weight=136.01630076766014 28.006631821393967 38897.209389865398 18307.021411657333 25576.353246405721 15603.329585328698 699.02572506666183 1248.9835533946753 425.66343913972378 234.3572017326951 4520.8989567756653 41.066572636365891 96.487518891692162 6.3296520709991455 31986.013711631298 5704.8802740573883 3.2292479127645493 593.02912165224552 46.222902745008469 3.35647028684616 3.451153725385665 592.35889209806919 4.5105489641427985 41.414640948176384 55.972337171435356 5.90718750655651 45.388555973768234 4.7072946280240995 10.561998277902601
leaf_count=917 113 157938 75004 110857 63922 3087 6121 1943 1664 18310 165 413 34 129933 23205 22 2495 192 22 16 3427 23 167 361 31 226 22 65
internal_value=-0.000947742 -0.000743086 -0.00045262 -0.00174998 -0.00389771 -0.0135938 -0.0180234 -0.02282 -0.027556 0.000287015 0.00150591 -0.00792609 -0.022363 0.0018862 -0.00182271 -0.041487 0.00184606 -0.000541256 0.0336839 -0.0431722 -0.0248439 -0.0217336 0.0238292 -0.0442784 0.00722715 0.0151159 -0.0294369 -0.0375092
internal_weight=144922 143816 140637 84597.8 41179.7 3178.83 2470.16 1674.65 1106.15 43418.1 56039 795.513 805.78 50293 5745.95 300.366 708.673 639.252 6.58572 293.781 743.448 596.869 69.4213 290.33 62.3327 51.2957 11.0369 146.578
internal_count=600695 593865 579334 351027 174779 14531 11564 8064 6830 176248 228307 3500 4745 204937 23370 2085 2967 2687 44 2041 4432 3450 280 2025 313 257 56 982

Tree=121
num_cat=0
split_feature=26 12 7 34 23 0 1 48 14 34 17 55 21 49 4 1 48 21 17 48 49 8 4 14 25 14 50 50
split_gain=204.654 138.003 93.6749 94.1237 62.6949 61.134 45.9917 33.5684 26.2191 21.7545 17.6334 17.4623 15.3814 12.9723 12.7044 11.923 17.0849 12.823 9.99033 7.92504 10.494 7.89831 6.9446 5.58946 4.66409 7.12068 6.14417 4.13397
threshold=-2.052433848381042 -0.29474903643131251 0.0059639648534357556 1.3778149485588076 -0.0014371092547662554 -0.0021654567681252952 -0.0037464592605829235 -0.70983687043189991 -0.0055215824395418158 1.3778149485588076 -0.027436724863946434 1.36149138212204 -0.11369449272751807 3.5929021835327153 -0.0077870895620435468 -0.0038918899372220035 -1.4635246396064756 -0.14191414415836331 2.7332909107208256 -2.5940562486648555 2.9130595922470097 0.014203843660652639 -0.0072787092067301265 0.02554551046341658 -0.95343661308288563 -0.0079225511290132982 -0.15213825553655622 0.014836194459348919
left_child=9 6 3 4 -3 -5 15 8 -8 12 11 -4 19 -12 -9 17 -17 -2 21 27 -21 23 -20 -11 26 -26 -14 -1
right_child=1 2 10 5 -6 -7 7 14 -10 18 13 -13 24 -15 -16 16 -18 -19 22 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.031264418178272899 -0.0080065422665549797 -0.0024802098252258123 0.0027745844329417932 -0.021911847715700303 0.00073224333386278197 -0.0041417985004728337 -0.011183265189550842 -0.016691845316814537 -0.031382603020728241 -0.047006021194120777 0.00027322159632916409 -0.0031484664063241071 -0.074099144444514556 -0.014592364990218256 0.0016440259659165058 0.056291776312654078 0.00044367637075404227 0.020416094284205939 -0.033552900773939971 -0.021403979835112483 0.067554014976296886 0.046112053013872188 0.086804329234442687 -0.026054640588656315 0.042576260053679614 -0.0053058049380317364 0.0022575858404463968 -0.056638630043921209
leaf_weight=115.39560765028 837.23299477994442 54532.689792200923 30382.942467689514 1258.6795397102833 34543.601842626929 1450.6035207211971 308.1310691088438 271.15146465599537 816.26071605086327 227.05645751208067 16912.713584691286 1837.4522325098515 4.948277190327647 206.83996066451073 255.4726300984621 26.281392768025398 69.469769850373268 59.158353134989738 3.111140675842762 585.22272286564112 4.6528092771768561 3.5120255798101416 3.5996571108698836 55.07684887945652 20.629111513495445 22.716791927814484 14.182279571890829 27.719236448407173
leaf_count=804 3652 226214 123501 5833 142975 6203 1513 1139 4226 1664 68506 7512 24 846 1083 125 292 245 22 3427 23 16 22 361 99 115 75 178
internal_value=-0.000892516 -0.000699613 -0.000449449 -0.00156393 -0.00123443 -0.0123974 -0.0140565 -0.0200896 -0.0258471 -0.026387 0.00162379 0.00243681 -0.0213289 9.36143e-05 -0.00779686 -0.00401687 0.0157726 -0.00613076 -0.0401497 -0.0237241 -0.0207023 -0.0418214 0.0310065 -0.042916 0.0067727 0.0174821 -0.0174927 -0.036179
internal_weight=144857 143769 141126 91785.6 89076.3 2709.28 2643.16 1651.02 1124.39 1087.82 49339.9 32220.4 795.467 17119.6 526.624 992.143 95.7512 896.391 292.356 732.99 589.876 285.645 6.7108 282.133 62.4765 43.3459 19.1306 143.115
internal_count=600695 593865 581590 381225 369189 12036 12275 7961 5739 6830 200365 131013 4745 69352 2222 4314 417 3897 2085 4432 3450 2041 44 2025 313 214 99 982

Tree=122
num_cat=0
split_feature=19 8 8 22 6 2 8 16 7 0 17 28 16 8 6 9 45 5 7 13 28 21 29 50 6 0 7 55 17 15
split_gain=185.875 94.1104 122.312 91.4883 100.905 57.921 58.5052 28.7712 32.0571 28.2069 22.7698 35.7447 26.8903 22.7582 19.8246 19.3459 17.7541 17.0088 17.6622 16.0283 13.7848 13.5074 13.0344 11.1682 10.8761 14.1741 10.9609 9.81494 7.40301 6.94788
threshold=-0.023794963955879208 -0.004762922413647174 -0.030076922848820683 -0.63610380887985218 -0.0032315261196345087 -0.0046504966448992482 -0.0096963797695934755 0.0071818663273006686 0.013547698501497509 -0.058957213535904877 -0.93323016166687001 -0.35174761712551111 -0.1068240739405155 -0.020071133039891716 -0.0032315286807715888 -0.01225137524306774 0.00010764087346615271 -1.6776834130287168 -0.021544315852224823 -0.005369683261960744 0.030286408029496673 -0.16135535389184949 -0.25643047690391535 -0.026207666844129559 -1.123414099216461 -0.0027262809453532095 -0.03489535674452781 -0.7034718096256255 3.3211462497711186 0.0071735281962901363
left_child=5 2 10 4 -4 20 13 17 14 -5 11 -2 -12 29 -9 -10 28 18 -3 -15 24 -19 -18 27 25 -1 -26 -22 -8 -7
right_child=1 7 3 9 -6 6 16 8 15 -11 12 -13 -14 19 -16 -17 22 21 -20 -21 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00037620611587614659 0.025514451488844118 0.013959916139707281 -0.0090782234308485633 0.018138766220139792 -0.0016130559199712751 -0.014319842301466259 -0.011263908505849263 -0.0050268367629422734 -0.0002554526084696214 -0.00019909352612385283 -0.0013783545758662629 -0.01722900941259951 0.001585346739456716 -0.013140631240655188 0.00016574169762961484 0.0024794815542521879 0.0036866842235964109 0.0053498735202026039 0.06801400093423482 -0.034352755765363653 -0.063528572000647959 0.00087869711404584732 0.05660201796842166 0.077372549181656314 0.011579285609278263 0.041544806478644947 -0.0097646213309611606 0.034887518316927831 -0.063677619924073614 -0.060957604681009428
leaf_weight=169.69006590545177 78.887474358081818 94.150367930531502 16172.287510447204 300.52616024017334 10328.094439640641 430.784707441926 496.19262957572937 4791.2988423556089 14392.806557029486 10275.414394751191 17678.172250896692 498.25058940052986 26831.911649957299 143.51811982691288 5494.4438817352057 24043.242093935609 193.02674403786659 6851.1800451129675 27.09868660569191 911.79290204495192 5.1521942317485836 3581.4599117338657 17.689426064491272 12.848451048135756 93.221030846238136 35.140148982405663 824.68406115472317 11.185717821121218 9.5611773282289487 11.414002895355223
leaf_count=712 383 379 70890 1214 44001 2044 2259 20074 58165 42988 71889 2175 108827 662 23127 97653 852 27825 110 5332 21 14588 77 52 390 152 3709 46 46 53
internal_value=-0.00084044 -0.000514351 -0.00180701 -0.00431731 -0.0061688 -0.0145431 -0.0201258 0.00127744 0.000672465 0.000321996 0.000257268 -0.0113865 0.000408247 -0.0267598 -0.00225306 0.00145535 -0.00625988 0.00407029 0.0260408 -0.031468 -0.00381321 0.00381495 0.00812888 0.0362172 -0.00485383 0.00743899 -0.00759697 0.0038518 -0.0122548 -0.0155237
internal_weight=144805 141439 82163.5 37076.3 26500.4 3365.9 2213.98 59275.7 48721.8 10575.9 45087.2 577.138 44510.1 1497.51 10285.7 38436 716.47 10553.9 121.249 1055.31 1151.92 10432.6 210.716 29.1864 1122.74 204.83 917.905 16.3379 505.754 442.199
internal_count=600695 584288 342367 159093 114891 16407 11325 241921 199019 44202 183274 2558 180716 8091 43201 155818 3234 42902 489 5994 5082 42413 929 119 4963 864 4099 67 2305 2097

Tree=123
num_cat=0
split_feature=26 29 7 7 0 33 2 6 16 7 17 55 24 49 55 6 33 20 4 8 53 46 17 6 19 24 17
split_gain=173.738 113.28 79.2421 89.4752 90.2869 29.6254 41.7362 25.0937 22.4988 27.947 20.0242 19.8065 17.5323 16.8634 13.0003 12.1809 9.79682 21.6072 12.3669 9.51984 7.84082 7.73233 7.52112 6.46381 5.92951 5.20235 4.33485
threshold=-2.052433848381042 -0.26523210108280176 -0.0070066021289676419 -0.032731924206018441 -0.0027861737180501218 -0.39042180776596064 -0.0046504966448992482 -0.0032315860735252495 0.0065342993475496778 0.017697945237159732 -0.93323016166687001 -1.0610393285751341 0.13978599011898044 0.42030319571495062 1.2827050089836123 -1.0394738316535947 -0.36909894645214075 -0.025231216102838513 -0.011287968140095471 -0.0081568323075771314 0.22365172952413562 -0.032821925356984132 3.7556935548782353 -0.0032315332209691401 -0.020351860672235485 -2.6521877050399776 -0.018579748459160324
left_child=7 5 3 10 -5 6 15 21 11 -10 -3 -4 -8 19 -15 -2 23 18 -18 -7 -19 -1 25 26 -25 -23 -9
right_child=1 2 8 4 -6 13 12 16 9 -11 -12 -13 -14 14 -16 -17 17 20 -20 -21 -22 22 -24 24 -26 -27 -28
leaf_value=0.072506201293084466 0.007990314768647382 -0.010876111128036449 0.010153849098013016 7.2958635031395014e-06 -0.0060757613358811847 -0.014670826508535724 -0.030188654927775352 -0.036288378889658912 -0.0014277735729392052 0.0015797448782848022 0.0003369830954080164 0.0026880308753697213 -0.015329512085894252 0.016062297523467044 -0.032444091894567602 -0.010020173223059311 0.036061896395313174 -0.023542074275716533 -0.005163904783608269 0.0027918516843402578 0.030395316660894265 0.021187416466029643 0.030352753441264171 -0.00070473809917791924 -0.051176676408062775 -0.047660514102271109 -0.019397746954064429
leaf_weight=1.9849746674299229 171.11201006174088 561.71729424595833 1501.0745321214199 13606.044574916363 22603.565099537373 316.41868408024311 653.08408696949482 202.99611206352711 14930.930540412664 38458.031971603632 42441.082278698683 7030.2013721168041 479.24603737145662 192.80693073570728 21.364856988191605 553.71687676012516 33.699884846806526 384.22389314323664 101.98018422722816 165.51476062834263 9.6166059896349889 3.8987426236271849 4.5629744082689276 45.235346615314484 9.8705891668796522 190.4124483242631 71.528745763003826
leaf_count=13 726 2492 6098 56099 98294 1439 3226 1333 62631 155714 171948 28647 2380 835 95 2556 196 2318 634 685 53 31 31 231 51 1486 453
internal_value=-0.000791402 -0.000615834 -0.000393013 -0.00162906 -0.00379 -0.0129324 -0.0168232 -0.0245899 0.00118822 0.000738653 0.000190514 0.00400164 -0.0238997 -0.00255173 0.0112235 -0.0057684 -0.0202006 -0.0152297 0.00507566 -0.00867346 -0.0222251 -0.0433644 -0.0445209 -0.0281858 -0.00974528 -0.0462791 -0.0318874
internal_weight=144746 143686 141133 79212.4 36209.6 2553.26 1857.16 1060.01 61920.2 53389 43002.8 8531.28 1132.33 696.105 214.172 724.829 859.151 529.521 135.68 481.933 393.84 200.859 198.874 329.631 55.1059 194.311 274.525
internal_count=600695 593865 581923 328833 154393 11942 8888 6830 253090 218345 174440 34745 5606 3054 930 3282 5269 3201 830 2124 2371 1561 1548 2068 282 1517 1786

Tree=124
num_cat=0
split_feature=26 12 23 0 6 2 8 17 33 6 25 33 23 13 28 28 6 33 20 4 53 17 21 6 55 19 17 16
split_gain=156.59 102.592 65.9637 250.832 350.436 47.3985 48.4904 35.7527 31.1777 23.7911 22.4804 14.5474 13.86 16.6293 16.0081 9.73898 9.71154 9.03934 19.4862 10.7361 7.00527 6.72729 6.58419 6.15801 7.05422 6.51093 4.81786 3.32271
threshold=-2.052433848381042 -0.29334390163421625 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 -0.0046504966448992482 -0.0089313802309334261 -0.93323016166687001 -0.39042180776596064 -0.0032315860735252495 -1.3255993723869322 -0.35961219668388361 -0.0004490460996748879 0.36312682926654821 -0.94438832998275746 0.030286408029496673 -3.0331621170043941 -0.36909894645214075 -0.025231216102838513 -0.011287968140095471 0.22365172952413562 3.7556935548782353 -0.10573138669133185 -0.0032315407879650588 -1.6082841753959654 -0.02401504851877689 0.62526604533195507 -0.2192258685827255
left_child=9 5 3 7 -5 11 10 -3 -8 21 -7 15 13 -4 -14 -2 -13 23 19 -19 -20 22 27 25 -25 -11 -24 -1
right_child=1 2 12 4 -6 6 8 -9 -10 17 -12 16 14 -15 -16 -17 -18 18 20 -21 -22 -23 26 24 -26 -27 -28 -29
leaf_value=0.020453614097949279 -0.0056887995224177449 0.017237999566839149 0.0041739530402119624 -0.019618379225145238 -0.0026942213605578272 -0.036927097689647366 -0.016788440175226377 0.00063606988438555737 0.011981808080205859 -0.025755760083653673 -0.018873296901985786 -0.10016458899097191 0.024190758267487168 -0.036180721136013443 0.00081998988255287748 0.037318583527075455 0.014646681245357103 0.033281423178569157 -0.022454815873474941 -0.0048739577534646491 0.028173574621055596 0.028016199713120016 0.024442892496777384 0.064056646280178861 -0.018678045806730187 -0.047926883700593795 -0.058986646147688213 -0.047565872249404714
leaf_weight=2.5359233617782584 1059.697038769722 455.22311441600323 5684.8333797752857 5406.5086652934551 20064.418334841728 313.83033215999603 254.25316350162029 55801.019256442785 270.73419073224068 140.87859533727169 1021.7671675905585 2.6014773100614539 102.21988995373249 35.769626215100288 52968.874581649899 18.651288613677025 181.02022123336792 34.340424001216888 379.21596825867891 101.68145669996738 9.758323594927786 4.6491075679659835 8.0512532368302328 3.7072372585535041 110.96089425683022 68.539432436227798 3.4384664669632903 176.20529782772064
leaf_count=17 4738 1968 23043 25168 83929 1632 1168 226550 1131 986 5024 11 453 145 218078 77 750 196 2318 634 53 31 47 20 600 462 21 1445
internal_value=-0.000745269 -0.000579797 -0.000344748 -0.00142895 -0.00628658 -0.0111573 -0.0171438 0.000770412 -0.00195172 -0.0235129 -0.0231155 -0.00233095 0.00116242 0.00392162 0.000865004 -0.00494494 0.0130201 -0.0192459 -0.0144629 0.00475885 -0.0211847 -0.0421042 -0.0438179 -0.026994 -0.0160032 -0.033012 -0.000524616 -0.0466008
internal_weight=144685 143641 140519 81727.2 25470.9 3122.55 1860.58 56256.2 524.987 1043.96 1335.6 1261.97 58791.7 5720.6 53071.1 1078.35 183.622 849.082 524.996 136.022 388.974 194.88 190.231 324.086 114.668 209.418 11.4897 178.741
internal_count=600695 593865 579334 337615 109097 14531 8955 228518 2299 6830 6656 5576 241719 23188 218531 4815 761 5269 3201 830 2371 1561 1530 2068 620 1448 68 1462

Tree=125
num_cat=0
split_feature=48 7 34 7 1 28 28 28 34 34 1 23 11 11 9 33 5 9 12 55 55 27 46 20 2 17 1 16 14 24
split_gain=165.135 76.7156 78.5349 76.5242 68.9615 47.8264 89.2508 47.5562 36.9282 28.827 22.3157 18.5299 16.6164 14.658 14.5275 14.1613 17.0468 16.0216 14.2945 13.0544 13.0257 12.6495 12.2584 12.1627 11.727 11.5116 10.8308 9.73209 9.6481 9.3431
threshold=-1.8403685092926023 0.0082902335561811941 1.3778149485588076 -0.010131627786904572 -0.0037464592605829235 -0.033404938876628869 0.0029482590034604077 -0.0041666210163384667 1.3778149485588076 1.3853803277015688 -0.0038918899372220035 -0.00036288684350438411 0.79696276783943187 -1.0460479259490965 0.0083288517780601996 -0.234022282063961 1.3301177024841311 -0.0087192403152585012 -0.23786408454179761 -0.062092062085866921 1.6028330326080324 -0.022699759341776368 -0.0018689073040150104 -0.030604086816310879 -0.013423729222267864 -0.87360209226608265 -0.0030010873451828952 0.13255124539136889 -0.0067506718914955846 -2.1835905313491817
left_child=3 2 5 4 10 25 -7 9 11 -4 13 -6 -10 -1 19 17 22 23 -19 26 -9 -16 -17 -3 -23 -2 -5 -21 -12 -18
right_child=1 15 7 14 8 6 -8 20 12 -11 28 -13 -14 -15 21 16 29 18 -20 27 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024642058053756946 0.013394423600041613 0.0065980287609509747 -0.028667093023411597 -0.0037023258081012641 -0.021995564535644201 -0.0033052996386174821 0.00093418440792665579 -0.0027125792948852982 -0.048698470195414269 -0.010860210596674108 0.14193642659930863 -0.0072276660193307243 -0.023218717868299585 -0.011304286475887789 -0.030495750913672418 -0.0001004946774545464 0.11199705133416055 0.0069696440683862347 0.0026457626498945638 -0.0059216214748034329 -0.026721489434950962 0.10233983652735844 0.0035026893903503226 6.4898926163143344e-05 0.011929455105369078 0.0016218508328853319 0.015528815993434962 -0.026796219431210772 0.031720365225662885 -0.0032482783780636857
leaf_weight=476.85186737775803 294.63396866619587 1091.8658130466938 623.48801104724407 257.00771345198154 1468.5725086256862 46678.789493508637 27451.506219282746 1400.0714770555496 239.03490194678307 642.66822881996632 4.7510053515434265 370.34568751603365 142.0347992181778 617.96678957343102 24.643109142780304 9269.9664208590984 2.4502731114625922 3297.7057895213366 13795.450839295983 362.70558083802462 83.343386694788933 5.0678315609693518 5092.2455675750971 10840.344600364566 343.18296365439892 15487.227408707142 168.96036718785763 98.956346973776817 6.6131276190280897 3998.3218877315521
leaf_count=2129 1272 4425 3128 1275 8335 195625 113286 5984 1789 2823 21 1847 878 2877 106 37741 10 13422 55845 1777 364 22 20684 43746 1501 62273 812 473 33 16289
internal_value=-0.000781152 -0.000420374 -0.00140788 -0.0117972 -0.0164886 -0.00110751 -0.00173536 -0.0112301 -0.0224854 -0.0196288 -0.0044536 -0.0190214 -0.0392015 -0.00530737 0.000582205 0.00151056 0.000228271 0.0023218 0.00347995 -0.00352313 -0.00406148 0.0103545 0.00117705 0.000662718 0.0132451 0.00184163 0.00392571 -0.0103961 0.0777984 -0.0031777
internal_weight=144637 140050 92661.7 4586.69 3326.17 89912.2 74130.3 2749.57 2219.99 1266.16 1106.18 1838.92 381.07 1094.82 1260.52 47388.4 18363 29025.4 17093.2 887.63 1483.41 372.894 14362.2 11932.2 348.251 15781.9 425.968 461.662 11.3641 4000.77
internal_count=600792 576917 384755 23875 17909 372456 308911 12299 12849 5951 5060 10182 2667 5006 5966 192162 74724 117438 69267 4337 6348 1629 58425 48171 1523 63545 2087 2250 54 16299

Tree=126
num_cat=0
split_feature=48 7 13 7 34 7 0 28 23 34 34 11 25 9 8 7 21 55 55 27 19 55 46 18 1 0 24 8 23 16
split_gain=147.414 68.7824 70.4768 67.9476 69.9181 44.2531 60.7814 42.7243 36.384 26.2616 20.1994 16.4898 15.4805 12.8421 12.3681 11.9317 11.6924 11.6889 11.6045 11.2213 10.8924 12.9473 11.1266 10.745 10.5472 10.6357 10.0158 9.95516 9.60006 8.76339
threshold=-1.8403685092926023 -0.010131627786904572 -0.0039383406983688465 0.0082902335561811941 1.3778149485588076 -0.071218971163034425 -0.027736733667552468 -0.0041666210163384667 -0.00036288684350438411 1.3853803277015688 1.3778149485588076 -1.2489567995071409 1.1677186489105227 0.0083288517780601996 -0.023326321505010125 -2.1393389701843257 -0.16018311679363248 1.6665683984756472 -0.062092062085866921 -0.022699759341776368 -0.021145408041775223 1.0000000180025095e-35 0.0039160647429525861 0.0096663772128522413 0.11563876271247865 0.11203142255544664 -0.44525890052318567 -0.04287550970911979 -0.059369843453168862 0.13255124539136889
left_child=1 2 11 4 5 15 -7 9 10 -6 -4 26 20 18 -10 -2 -13 -9 28 -15 22 -22 -5 -21 27 -26 -1 -14 -3 -20
right_child=3 13 8 12 7 6 -8 17 14 -11 -12 16 24 19 -16 -17 -18 -19 29 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012803935798425892 0.0093081660971523657 0.14513432926452616 -0.023518686452121688 0.0034093318955514158 -0.027312025264085743 0.0051583775808882511 -0.0023411307142341283 -0.002638929093714641 0.0074722995326798177 -0.010251291941083722 -0.039634535538898244 -0.012308116183412564 0.01343464794411452 -0.028904639603451646 -0.014734121464757343 0.00082897303674024734 0.0033742427057940438 -0.026957375804810342 -0.0055852426704750312 0.0098084668544916563 0.0024810743694794759 0.00015602188289434723 0.016756178848391975 0.053363705601369403 -0.03656542324002432 0.00095059795195629587 0.020484920641387228 -0.0014522822866866378 0.0031337634773669948 -0.025476542350193782
leaf_weight=237.00620979070663 591.27204222977161 1.6637757271528233 1129.2781776115298 7778.303696975112 616.04107592999935 4012.9928306341171 60126.569064870477 1409.6621355414391 133.56628894805908 640.73286284506321 356.10106912255287 878.66310307383537 160.74785494804382 24.470968618988991 252.08473944664001 25156.853449493647 203.89958629012108 72.33351756632328 361.88715904206038 328.33070023357868 17272.060489788651 16116.598669797182 223.67807264626026 20.976158693432808 58.822459995746613 47.584035485982895 106.74346034228802 5736.0375474244356 424.92141339182854 97.971850849688053
leaf_count=1088 2373 7 6713 31695 3128 16411 252233 6030 630 2823 2586 4231 646 106 1304 101439 884 318 1777 1431 69907 65366 904 92 238 194 473 23212 2080 473
internal_value=-0.000735627 -0.011178 -0.0156589 -0.000395735 -0.00132542 -0.00104247 -0.00187191 -0.0106119 -0.02319 -0.0186141 -0.0273823 -0.0057796 0.00142124 0.000546193 -0.00704315 0.00102369 -0.00935436 -0.00382587 -0.00332129 0.00971824 0.00182734 0.00135878 0.00378241 0.012424 -0.00137866 -0.0197886 0.00547832 -0.00104646 0.0036876 -0.00982304
internal_weight=144578 4557.56 3297.34 140020 92626.5 89887.7 64139.6 2738.77 1871.03 1256.77 1485.38 1426.31 47393.8 1260.22 385.651 25748.1 1082.56 1482 886.444 373.778 41390.6 33388.7 8001.98 349.307 6003.19 106.406 343.75 5896.79 426.585 459.859
internal_count=600792 23875 17909 576917 384755 372456 268644 12299 11233 5951 9299 6676 192162 5966 1934 103812 5115 6348 4337 1629 167872 135273 32599 1523 24290 432 1561 23858 2087 2250

Tree=127
num_cat=0
split_feature=48 7 28 23 23 23 22 25 8 28 17 17 12 0 15 23 17 55 14 35 14 25 16 17 29 46 7 26
split_gain=133.351 82.7624 62.7525 68.9293 49.7467 169.039 60.2292 33.453 30.7283 24.298 53.4787 25.2869 16.2229 16.005 14.6438 14.6069 13.9157 11.6138 11.3566 9.36965 13.4683 9.36914 9.28346 9.19865 17.4701 8.79109 8.1484 5.23397
threshold=-1.4635246396064756 0.00059253652580082427 -0.0048417916987091294 -0.00090582680422812689 -0.0014371092547662554 -0.001615132321603596 -0.62314492464065541 -1.020037770271301 -0.0032915415940806265 -0.033404938876628869 -0.89186540246009816 -0.93323016166687001 -0.2887094765901565 -0.0213114945217967 1.088582515716553 -0.00095544932992197562 -0.93323016166687001 0.075319703668355956 -0.28608968853950495 1.3308181166648867 -0.015757073648273941 2.6430647373199467 0.11693925783038141 -0.74705469608306874 -0.20068287849426267 -0.0041933576576411715 -0.068987358361482606 0.37738719582557684
left_child=1 2 19 7 5 9 8 -4 -7 11 -11 -2 -5 14 22 18 -17 -8 -15 26 -21 23 -6 24 -3 -25 -1 -16
right_child=4 21 3 12 13 6 17 -9 -10 10 -12 -13 -14 15 27 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.007029337349261428 0.016941883839973155 0.036796549792682966 -0.027216663332568232 -0.018793436339334158 0.01369261348908388 -0.009658763779593342 0.0019292632220681894 -0.014439223996144735 -0.0037560336292423498 -0.013930782947147186 -0.00015629343540606665 0.0016366163804954954 -0.00015928981104008013 0.062766606335542999 -0.00060362414249508852 -0.0095394780446920631 0.00094580150300578906 -0.0031594540044570392 0.0056199153844478092 0.10106447490635924 0.011958065274044433 -0.057118752135904845 0.042517693452706166 0.003987448851661796 -0.0025030949919211823 -0.011786275377505054 -0.0035117853898204306 -0.072262331099392174
leaf_weight=302.75284691154957 381.71086038649082 80.796140253543854 914.85832591354847 185.72476550191641 142.64387199282646 10011.854475006461 2751.5935999900103 3236.9120414853096 4427.6608800143003 1012.7383202910423 31452.291454866529 24126.915985435247 1308.1315951645374 12.178382962942122 6.4226808249950391 444.19185455143452 54579.069821015 3608.7995499223471 2012.6864560097456 6.6714817732572547 51.374598532915115 8.7687752246856672 53.473028302192688 1555.4669440090656 76.805433765053749 133.55245117843151 1627.6839823424816 7.9275976568460464
leaf_count=1227 1671 349 5477 1046 576 43166 11296 17564 18375 4565 128435 96967 6097 49 26 1958 223744 14856 8162 29 233 38 216 6635 338 591 7074 32
internal_value=-0.000692735 -0.00745327 -0.0101696 -0.0133443 -0.000217632 -0.0011893 -0.00574165 -0.0172548 -0.00784878 0.000472664 -0.000585985 0.00187499 -0.00247599 0.00110218 0.0173422 0.00104226 0.000861156 -0.000958005 0.00596362 -0.00115633 0.0221994 0.0037233 0.021552 0.00401221 0.0176443 0.0027402 -0.00185861 -0.0401904
internal_weight=144522 9489.5 7634.11 5645.63 135032 77773.6 20799.9 4151.77 14439.5 56973.7 32465 24508.6 1493.86 57258.6 210.467 57048.1 55023.3 6360.39 2024.86 1988.48 58.0461 1855.39 196.117 1846.62 157.602 1689.02 1930.44 14.3503
internal_count=600792 46698 38747 30184 554094 319331 87693 23041 61541 231638 133000 98638 7143 234763 850 233913 225702 26152 8211 8563 262 7951 792 7913 687 7226 8301 58

Tree=128
num_cat=0
split_feature=18 8 48 6 6 17 1 1 28 6 29 17 28 28 17 26 27 55 16 24 28 6 33 28 33 21 28 24
split_gain=120.932 68.0301 83.6406 43.8303 247.195 85.6682 34.7514 44.0788 20.3347 31.2228 17.1195 17.6665 15.2744 19.3893 16.588 12.005 10.7402 10.3709 10.044 9.34175 9.28859 9.08485 8.82987 7.20079 7.01268 7.20969 6.55752 4.4435
threshold=-0.021510399878025051 0.011339744087308647 -1.4635246396064756 -0.0032315243734046812 -0.0032315860735252495 -0.93323016166687001 -0.0037464592605829235 -0.0033263529185205694 -0.0052126110531389705 -0.0032315860735252495 -0.2534888088703155 -0.29819332063198084 0.066140651702880873 0.0015170393744483592 -0.89186540246009816 1.3318707942962649 0.0030222312780097131 -1.4401807785034177 -0.082837138324975954 0.18771473318338397 0.0021400704281404619 -2.2186844348907466 0.24418096244335177 -0.010271329432725905 -0.40393321216106409 -0.17899761348962781 -0.0091746104881167394 -1.8082836866378782
left_child=8 2 6 4 -4 -5 20 -8 21 18 11 17 13 -12 -14 -13 22 -3 -10 -18 -2 23 -11 -1 26 -26 -23 -20
right_child=1 10 3 5 -6 -7 7 -9 9 16 12 15 14 -15 -16 -17 19 -19 27 -21 -22 24 -24 -25 25 -27 -28 -29
leaf_value=0.020718942193772232 -0.0034890506473860151 0.034742739715735362 -1.0628899108879643e-05 -0.021258501937905069 -0.010755454088717338 0.00081888459823010204 -0.018019773696046435 -0.0058111739792101932 0.03694670430182654 -0.018108024479707243 0.0008721241427993463 0.00039344217142365726 -0.015000649621448326 0.0040010104465308827 -0.00050680090954245943 0.03384757799009927 -0.01121849909377493 0.011240349132837666 0.0078351338891072767 0.023667873844929868 0.0092775107689931531 0.047431031649112429 0.026920293944783166 0.11575240577468075 -0.020108701873049944 0.042823811684510812 -0.0060058061535872781 -0.043874710843092544
leaf_weight=7.2086896896362305 2701.6618461608887 71.358024388551712 38153.080588281155 620.86822479963303 9262.697358623147 42012.625838577747 1771.0942707136273 2458.3456588536501 5.7113787978887549 1027.6113770678639 24965.95505027473 973.98927082121372 283.37336196005344 9524.3659664541483 9162.8008897900581 38.827942505478859 73.050630114972591 777.24116995930672 5.9575515687465659 42.127661183476448 214.10554878413677 17.884405806660652 15.386559702455996 4.5129909515380842 45.469115197658539 7.3629420250654212 14.455109357833861 199.41390387713909
leaf_count=32 12181 292 155139 2889 40148 173442 9051 12063 36 6310 101111 3977 1306 38764 36858 158 427 3199 47 240 957 76 84 20 192 30 64 1699
internal_value=-0.000652369 -0.000479513 -0.00136289 -0.000875357 -0.00210964 0.000497373 -0.00750719 -0.0109236 -0.0175109 -0.0193592 0.00139524 0.00693723 0.00116045 0.00173615 -0.000941598 0.00167596 -0.0155557 0.0132166 -0.0402284 0.00154156 -0.0025516 0.00860939 -0.0174438 0.057308 0.00190727 -0.0113381 0.0235458 -0.0423747
internal_weight=144459 142992 97194.5 90049.3 47415.8 42633.5 7145.21 4229.44 1466.15 1369.26 45797.9 1861.42 43936.5 34490.3 9446.17 1012.82 1158.18 848.599 211.083 115.178 2915.77 96.8933 1043 11.7217 85.1716 52.8321 32.3395 205.371
internal_count=600792 591535 405870 371618 195287 176331 34252 21114 9257 8843 185665 7626 178039 139875 38164 4135 7061 3491 1782 667 13138 414 6394 52 362 222 140 1746

Tree=129
num_cat=0
split_feature=18 7 48 3 3 7 0 28 17 1 6 16 7 0 34 2 24 45 34 6 21 17 47 3 11 45 45
split_gain=108.456 66.1489 86.277 71.1736 37.0702 31.6136 29.6605 25.6175 20.0274 18.3766 24.8108 16.6927 23.1786 23.5671 12.7249 15.8062 13.4529 11.6071 11.3019 9.91044 9.60995 9.13845 9.5227 7.15556 6.75669 6.37309 4.5633
threshold=-0.021510399878025051 -0.0074352615047246209 -1.0866807401180265 -0.0064819867257028809 -0.0062888159882277242 -0.01694297511130571 -0.027736733667552468 0.0029482590034604077 -0.93323016166687001 -0.0037464592605829235 -0.0032315653515979643 0.021589470095932487 0.016659101471304897 0.0016325255855917933 1.2706093192100527 -0.0038416066672652955 1.1259797215461733 -0.048710940405726426 1.3778149485588076 -3.0331621170043941 -0.19679406285285947 0.27688121795654302 1.0000000180025095e-35 -0.0085402638651430589 0.65237286686897289 -0.017140575684607025 -0.00056413860875181843
left_child=9 2 3 7 -5 8 -7 -2 -4 19 18 14 13 -13 15 -3 -16 -14 20 -1 -11 25 -23 -21 -25 -12 -20
right_child=1 11 5 4 -6 6 -8 -9 -10 10 21 12 17 -15 16 -17 -18 -19 26 23 -22 22 -24 24 -26 -27 -28
leaf_value=0.076472170924936453 -0.0037260264588730692 0.0017323321623816436 -0.010270081718491824 -0.019424530512329254 -0.0083167480141808081 0.0080589872392016308 -0.0042594613117050758 0.0069175737768696812 -8.8122947880979729e-05 -0.028395857373238527 0.013054950096373459 -0.0041176353502636988 -0.0041685610132022807 0.0014586572073659642 -0.00078381336830403892 0.0056644696333490755 -0.019592322105198966 0.0013636806398814067 -0.028516969130203702 0.052542222529699492 0.0085210763362254631 -0.0041965465656160191 0.069235352182979978 -0.0061473848019528059 0.062600997853979115 -0.017578650898498079 -0.051237219793763326
leaf_weight=6.0968162268400183 5211.7823842912912 11030.120854347944 680.64015913009644 1480.667002491653 3561.518792130053 723.46244278550148 11433.662529379129 927.20035891234875 55952.207164436579 176.82347766309977 24.405430987477303 6830.2886258661747 1375.9759901165962 4298.6756391823292 1500.1503035873175 5253.4266899377108 145.1884238421917 32544.631298393011 43.427440077066422 8.4014836996793729 28.50213024020195 159.45624055713415 6.3939496278762809 131.82987153530121 5.1715969741344443 754.32408506423235 105.59590075165033
leaf_count=26 23252 44955 3078 7347 17101 2953 47922 4070 228114 1348 147 28837 5550 18188 6249 21549 636 131734 397 35 169 922 28 601 23 4568 993
internal_value=-0.000614383 -0.000451508 -0.0015778 -0.00638455 -0.0115786 -0.000796508 -0.0035264 -0.00211847 -0.000210495 -0.0166667 -0.0189348 0.000978677 0.000372707 -0.00196374 0.00250129 0.00300093 -0.00244352 0.00113927 -0.032248 0.00277893 -0.0232713 -0.0139405 -0.00136556 -0.000311061 -0.00355224 -0.0166186 -0.0446162
internal_weight=144400 142950 79971.1 11181.2 5042.19 68790 12157.1 6138.98 56632.8 1450.43 1298.93 62978.5 45049.6 11129 17928.9 16283.5 1645.34 33920.6 354.349 151.5 205.326 944.58 165.85 145.403 137.001 778.73 149.023
internal_count=600792 591535 333837 51770 24448 282067 50875 27322 231192 9257 8572 257698 184309 47025 73389 66504 6885 137284 2907 685 1517 5665 950 659 624 4715 1390

Tree=130
num_cat=0
split_feature=19 7 8 2 48 1 6 34 28 16 7 8 25 23 16 33 17 48 7 45 32 12 49 55 49 55 6 1 12
split_gain=93.195 56.5058 63.5324 89.2886 61.3703 41.4331 38.9355 26.9839 21.9685 19.7758 35.5845 18.6152 17.8316 15.7584 14.5824 14.9869 14.1587 12.7662 12.5178 11.1444 10.8509 10.5941 9.94368 9.71123 8.40066 8.22688 7.96168 14.035 9.31743
threshold=-0.023794963955879208 -0.0074352615047246209 -0.030076922848820683 -0.0046504966448992482 -0.33299300819635386 -0.0037464592605829235 -0.0032315368298441167 -1.579394996166229 -0.0043495516292750827 -0.11039471998810767 -0.15514732152223584 -0.010062559507787226 1.1100611090660097 0.00015159713075263428 0.018398451618850235 0.89308163523674022 -0.93323016166687001 -1.0866807401180265 0.04844349995255471 -0.0072224580217152825 -0.020528413355350491 -0.28292538225650782 -1.5059176683425901 1.5419897437095644 2.2332170009613042 -0.18369220942258832 -0.0032315257703885432 -0.0038918899372220035 -0.28972052037715906
left_child=5 2 9 7 -5 24 8 -4 20 10 -2 22 14 -10 18 -16 -11 19 -3 -14 -7 -19 -8 -13 26 -26 27 -1 -28
right_child=1 12 3 4 -6 6 11 -9 13 16 -12 23 17 -15 15 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30
leaf_value=-0.0058674974570427103 0.0014308312537532491 0.0041730784657800415 -0.0066068125387932549 -0.0096570759579010859 -0.0023634794357882726 0.096842352910982032 0.012949298364822202 0.0003326001193835817 -0.029078327282613545 -0.0084471088258654993 -0.0039430869737439546 0.0036127257674914981 0.016730184431563079 0.060102249220004601 0.0011847301768209788 -0.0034027890014113331 0.0014029666558890001 0.015251349802974394 7.2806373763528219e-05 0.0012682777279000345 -0.010494196946750665 -0.0024341670331128546 -0.015945118743926436 -0.037273199390727763 0.092130849681873073 -0.00040281147772441752 0.0013524625067025849 0.020248669955086309 0.033242789642519609
leaf_weight=828.64554676413536 8232.2565338611603 10079.126999422908 2202.794831186533 8997.726036824286 7253.0300917327404 3.3163660317659369 44.638424172997475 17035.826679125428 772.40902075171471 518.25984385609627 8955.2234310805798 439.70165593922138 227.0036802738905 6.9593991637229911 37459.641887716949 2654.578749537468 25612.255807444453 119.73339799046516 3489.0230256170034 569.01671877503395 287.00266836583614 7722.614573314786 582.16178834438324 21.197181805968285 6.6403484642505646 6.7386346161365491 105.14456006884575 78.408099874854088 45.776876240968704
leaf_count=3635 33115 41331 9527 42329 30054 14 220 71252 5236 2336 36846 1929 960 34 153282 10960 103996 491 14135 2448 1242 31385 2913 96 28 28 453 346 190
internal_value=-0.000507975 -0.000281229 -0.00133107 -0.00318184 -0.0064018 -0.010419 -0.0151289 -0.000461953 -0.0231215 0.000185214 -0.00136915 -0.00726871 0.00104635 -0.028282 0.00144669 0.000881149 0.00120761 -0.00144154 0.0031187 0.0056776 -0.00926807 -0.00216415 -0.0138874 0.00173234 -0.0009347 0.0455241 -0.00152221 -0.00360995 0.0110253
internal_weight=144357 141128 78807.4 35489.4 16250.8 3228.74 2157.39 19238.6 1069.69 43318 17187.5 1087.7 62320.7 779.368 53682.4 40114.2 26130.5 8638.37 13568.2 796.02 290.319 7842.35 626.8 460.899 1071.35 13.379 1057.98 907.054 150.921
internal_count=600811 584447 329455 153162 72383 16364 11684 80779 6526 176293 69961 5158 254992 5270 219708 164242 106332 35284 55466 3408 1256 31876 3133 2025 4680 56 4624 3981 643

Tree=131
num_cat=0
split_feature=47 6 28 23 6 8 8 48 22 20 5 28 25 13 28 17 17 26 1 31 9 50 48 46 25 47 20 55 26 2
split_gain=93.9938 81.816 106.889 46.1868 36.3477 34.5892 43.0958 55.202 39.8759 20.7275 19.6546 20.0742 16.0684 13.9548 12.8869 35.9022 24.2592 11.8929 13.3937 11.8001 19.561 11.7469 10.5062 10.7638 10.4841 9.64656 8.87874 16.0212 12.1317 8.82765
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0050331091042608014 7.3028630140470354e-05 -0.0032315407879650588 -0.0017410112195648251 -0.028399574570357796 1.0000000180025095e-35 -0.63610380887985218 0.055006312206387527 -0.19633144140243527 -0.091453064233064638 1.1282822489738467 -0.028473447076976296 0.039263965561985976 -0.93323016166687001 -0.72142368555068959 -0.25476805865764612 -0.0034715167712420221 0.57581380009651195 -0.052930634468793862 -0.85913091897964466 -1.0866807401180265 0.0039160647429525861 1.2280569672584536 -1.9132293462753294 -0.02146142907440662 -0.60413461923599232 1.2096913456916811 -0.001852974761277437
left_child=1 2 17 4 -4 6 10 8 -8 -9 11 -2 14 -5 16 -16 -7 25 -19 20 21 -3 23 -14 -22 -1 27 -21 -28 -12
right_child=5 19 3 13 -6 12 7 9 -10 -11 29 -13 22 -15 15 -17 -18 18 -20 26 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0080836029816850046 0.0031179570583400769 -0.00063497089742820662 -0.022133886944775753 -0.015855006307883807 -0.011094450757075823 0.0071759136770827561 -0.0057861912997490741 -5.1927164354296468e-05 3.2785028026278616e-05 0.0084421271918127851 0.0058034349762201365 -0.0008701393570844084 0.0050084403732644856 0.027545742723783562 -0.018161779671523631 0.00044737993650858983 0.0016549665788358782 -0.0088253168903669275 0.0025441900961731788 0.0078114768949465495 -0.0068681470627970087 0.015536219042630325 -0.0021663339817898863 0.060650887929265332 0.0045778257375107372 0.0033171716999876649 0.0043510388050898696 -0.0044597769906710013 0.024561264756159201 0.0017404685813036576
leaf_weight=305.96232722699642 5206.4304972440004 353.77074028551579 2016.4416255652905 33.59006367623806 2140.0993436947465 3034.207590892911 15329.578448660672 11978.238773524761 5595.8400622755289 1091.1459212750196 2433.137764826417 28138.645633220673 553.63318586349487 111.04216527938843 373.79586893320084 10450.558042377234 31873.517634183168 1140.5952443778515 527.47740168869495 553.74268718063831 1930.7702374979854 280.22580043971539 6310.3295160233974 12.372418716549872 325.53399403393269 1660.167713329196 1396.2054174095392 1118.3226766437292 111.6596939265728 7923.3283646255732
leaf_count=1255 20955 1447 12553 146 10375 12567 67025 49162 23758 4464 9934 114590 2314 499 1728 42127 129661 4763 2206 2332 8590 1154 25551 53 1423 6847 5852 4787 477 32216
internal_value=-0.000478343 -0.00507119 -0.00901521 -0.0153095 -0.01645 1.53124e-05 -0.000775674 -0.00235115 -0.00423009 0.00065723 0.000449864 -0.000247446 0.00118351 0.0174662 0.00158334 -0.000195248 0.00213485 -0.00156577 -0.00523006 8.46698e-05 -0.00264386 0.00651268 -0.00147565 0.00622474 -0.00521675 0.00154302 0.00256469 -0.000395871 0.00584764 0.00269502
internal_weight=144310 14005.6 7935.38 4301.17 4156.54 130305 77696.3 33994.8 20925.4 13069.4 43701.5 33345.1 52608.4 144.632 45732.1 10824.4 34907.7 3634.2 1668.07 6070.23 2890.3 633.997 6876.34 566.006 2256.3 1966.13 3179.93 1672.07 1507.87 10356.5
internal_count=600811 64706 38644 23573 22928 536105 322104 144409 90783 53626 177695 135545 214001 645 186083 43855 142228 15071 6969 26062 12614 2601 27918 2367 10013 8102 13448 7119 6329 42150

Tree=132
num_cat=0
split_feature=47 6 28 23 6 28 17 6 6 6 53 12 17 53 6 29 21 51 29 34 1 31 9 50 11 25 28 20 48 1
split_gain=83.5105 72.9553 95.9851 41.1946 33.2543 28.01 61.2631 70.811 66.5499 145.722 46.7332 21.3279 20.6566 27.6208 32.5681 18.0403 12.785 12.4284 12.4266 11.4705 10.6237 10.4519 17.3321 10.3691 9.61775 9.30292 9.26823 7.85057 13.0198 7.83559
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0050331091042608014 7.3028630140470354e-05 -0.0032315407879650588 -0.033404938876628869 -0.93323016166687001 0.27327984571456915 -0.0032315243734046812 -0.0032315860735252495 5.3784809112548837 -0.29813882708549494 -0.93323016166687001 0.57454997301101696 -0.41218936443328852 -0.24911446124315259 -0.13724010437726972 -0.32414171099662775 -0.26523210108280176 -0.30888967216014857 0.055551216006278999 0.57581380009651195 -0.052930634468793862 -0.85913091897964466 1.2472252249717715 1.2280569672584536 -0.033250445500016206 -0.02146142907440662 -1.4635246396064756 -0.0093913455493748171
left_child=1 2 20 4 -4 12 7 15 9 -8 -9 -10 13 14 -2 -7 29 -5 -18 -15 26 22 23 -3 -22 -24 -1 28 -23 -14
right_child=5 21 3 17 -6 6 8 10 11 -11 -12 -13 16 19 -16 -17 18 -19 -20 -21 24 27 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051298110729893409 0.030910694957682287 -0.000597557629867761 -0.021090207302959754 0.099586237778326397 -0.010486743501193786 0.034990913855061569 -0.00014113170993124616 -0.030868139320655009 -0.013732822876060409 -0.0084832640986678524 0.018560187808257626 0.0010071882097471587 0.0040852212956312504 -0.062171359886477991 -0.001231423827533523 -0.00034069798324769837 -0.062072836058451451 0.01276824639520896 -0.00016968157245400437 -0.0073763813074348991 0.074432853966039048 0.012911986951617847 -0.0064754770531581076 0.01458669403569079 -0.013908235755832079 0.0043026987707002759 0.00090159973470857794 0.0054968027784929032 -0.002413340066850169 0.001458936889673251
leaf_weight=1561.1110299378633 283.39133398234844 353.74205066263676 1992.1235167011619 5.9862780123949042 2130.8243265226483 57.393168389797211 30091.936687581241 630.1680733859539 343.59664388000965 9619.1578061953187 74.451963558793068 62223.8495760113 6397.6033048033714 17.735827028751373 179.07949207723141 407.38702067732811 11.301712766289709 139.4203684180975 9540.4622523039579 53.153988718986511 12.016770347952844 222.61120502650738 1927.1414025276899 280.83820815384388 6.6717389523982993 325.90334486216307 2053.4571915119886 1509.3691192269325 1449.234901368618 10355.45463116467
leaf_count=6321 1301 1447 12553 28 10375 237 123139 3087 1699 42289 339 255516 25677 74 760 1673 46 617 38379 225 50 1095 8590 1154 28 1423 8672 6329 6024 41664
internal_value=-0.000450489 -0.00478558 -0.00852213 -0.0145216 -0.0156101 1.43586e-05 -0.000426273 -0.013854 -0.000272747 -0.00216183 -0.0256454 0.000926242 0.00171277 0.0132079 0.0184645 0.00402221 0.0014797 0.0163425 -0.000242926 -0.0210855 -0.00147393 7.93866e-05 -0.00249055 0.00612235 0.0428954 -0.00491641 -0.00170333 0.00241215 -0.000372728 0.00246185
internal_weight=144257 13970.5 7901.61 4268.35 4122.95 130286 103448 1169.4 102279 39711.1 704.62 62567.4 26838.2 533.361 462.471 464.78 26304.8 145.407 9551.76 70.8898 3633.26 6068.84 2887.63 634.58 18.6885 2253.04 3614.57 3181.22 1671.85 16753.1
internal_count=600811 64706 38644 23573 22928 536105 427979 5336 422643 165428 3426 257215 108126 2360 2061 1910 105766 645 38425 299 15071 26062 12614 2601 78 10013 14993 13448 7119 67341

Tree=133
num_cat=0
split_feature=47 6 28 23 6 8 8 51 48 28 5 28 24 1 26 8 12 28 4 2 13 31 9 26 12 49 31 17 29 18
split_gain=74.1752 65.0273 86.9175 36.0669 33.35 29.4054 35.4202 51.3456 38.9682 21.2555 17.7123 17.0616 13.5893 13.5326 13.7638 13.1819 14.3955 13.7598 10.5386 9.9342 9.71688 9.25682 15.3572 9.90134 8.16823 7.96286 7.57545 7.13968 9.45879 8.59346
threshold=-1.2433525025844572 -0.0032315286807715888 -0.0043148747645318499 -0.00081480768858455111 -0.0032315407879650588 -0.0017410112195648251 -0.028399574570357796 0.13612458854913714 1.0000000180025095e-35 0.0792057439684868 -0.091377038508653627 -0.076682683080434785 -2.8673740625381465 0.055551216006278999 0.4650475680828095 0.066416788846254363 0.21455843001604083 0.066140651702880873 -0.029785777442157265 -0.01506494916975498 0.031883150339126594 0.57581380009651195 -0.052930634468793862 -1.5370751619338987 -0.063411869108676897 3.1396738290786748 -1.2367554903030393 -0.21455413103103635 -0.27089765667915339 -0.020354263484477993
left_child=1 2 13 4 -4 6 10 8 -8 -9 11 -2 24 14 -1 16 -14 -17 -15 -5 -12 22 23 -3 26 -24 -7 28 -23 -29
right_child=5 21 3 19 -6 12 7 9 -10 -11 20 -13 15 18 -16 17 -18 -19 -20 -21 -22 27 25 -25 -26 -27 -28 29 -30 -31
leaf_value=7.7938748518545646e-05 0.0025480624629232911 -0.018555476497227288 -0.021062934771456949 0.080040872974517729 -0.010136916955530968 0.11261971937748395 -0.0048813895213286928 0.0034669102929122124 -0.00025279577142050489 -0.011994303931832782 0.0065668920794197403 -0.00080936372637032544 0.0023848343303690461 0.1060791819582679 -0.0083807948903237943 0.00091146428264830836 -0.0022826723827234123 -0.0022056756489787326 0.017141619870330606 0.0094282548716832417 0.001751833133737351 -0.0523430017618048 -0.0048408549905306179 0.0079882976589768454 0.0090039735378802631 0.054650321268229995 0.035366619589216393 0.010932074538625691 0.005367278823277183 -0.0022395445811144543
leaf_weight=2892.7776447981596 6455.1825382709503 53.410087689757347 1807.9840652570128 7.2395852804183951 2104.3377718180418 5.2023383826017371 17852.792768672109 5966.187373816967 9811.313185736537 326.45601963996887 1864.2220774739981 28667.819414511323 24774.1522423774 6.75265043973923 871.32010838389397 18495.46035631001 2535.5869349092245 6720.7283352017403 14.80863109230995 165.06818134337664 6710.1534521430731 9.9473606869578344 2242.0788106694818 581.68959997594357 45.810289204120636 7.8593703508377066 29.328084275126457 197.33784410357475 1610.1189426183701 1365.6398107260466
leaf_count=11973 25979 225 11837 32 10299 21 77854 24938 40196 1421 7592 116839 101647 28 3675 74501 10455 27073 62 738 27285 54 9979 2376 185 34 119 900 6745 5749
internal_value=-0.000424299 -0.00451503 -0.00805357 -0.0140226 -0.0151861 1.34254e-05 -0.000716193 -0.00214561 -0.00323982 0.0026648 0.000394594 -0.000192309 0.00109044 -0.00161312 -0.0018801 0.00105336 0.00195148 8.06706e-05 0.0449954 0.0123951 0.00279871 7.44522e-05 -0.00234604 0.00575604 0.025337 -0.00463304 0.0470055 0.00226833 0.00501293 -0.000576527
internal_weight=144199 13938.4 7870.29 4084.63 3912.32 130260 77654.1 33956.7 27664.1 6292.64 43697.4 35123 52606.3 3785.66 3764.1 52525.9 27309.7 25216.2 21.5613 172.308 8574.38 6068.08 2885.04 635.1 80.3407 2249.94 34.5304 3183.04 1620.07 1562.98
internal_count=600811 64706 38644 22906 22136 536105 322104 144409 118050 26359 177695 142818 214001 15738 15648 213676 112102 101574 90 770 34877 26062 12614 2601 325 10013 140 13448 6799 6649

Tree=134
num_cat=0
split_feature=12 47 48 50 13 8 21 8 7 28 17 28 16 21 7 28 7 49 8 8 7 8 49 19 19 19 9 31 25 48
split_gain=67.1672 42.1565 43.0071 49.2479 32.7179 40.8616 28.8322 22.597 21.7052 29.3441 40.2639 21.5743 16.7472 15.3292 22.5703 14.0719 13.6032 13.5129 13.4447 13.2597 12.8267 12.7698 11.4506 10.9902 10.121 9.99636 9.66972 8.8023 7.68476 5.56388
threshold=-0.29334390163421625 -1.2433525025844572 0.42069473117589956 -0.15213821828365323 -0.0039383406983688465 -0.0081568323075771314 -0.17766647040843961 -0.019457849673926827 -0.0086706425063312036 -0.038118124008178704 -0.93323016166687001 -0.0042693959549069396 0.017632937990128997 -0.15943677723407743 -0.011195869650691746 0.016653128899633888 0.010825692676007749 -1.2793034911155698 -0.014698492828756569 1.1818445324897768 -0.24195387214422223 -0.017041106708347794 0.30699609220027929 0.0029871630249544982 -0.022440147586166855 -0.024627106264233586 -0.025495304726064202 0.68039637804031383 -0.30995130538940424 0.79753869771957409
left_child=4 2 3 6 13 7 -2 27 9 20 -11 -5 19 24 21 25 -14 28 -9 -10 -3 -15 -17 -19 26 -7 -1 -6 -4 -16
right_child=1 8 17 11 5 15 -8 18 12 10 -12 -13 16 14 29 22 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010434604594612037 -0.011920825656422496 -0.0012250177686551245 -0.016946915566449165 -0.0032973418583433548 -0.0013572955066386522 0.043073153718346378 -0.00078319183624447105 -0.030249544324259678 0.0027600133978032768 -0.017354082441887266 -0.0010200624596229837 0.0072542465804452732 -0.0016600391829444687 0.0085769172547204564 -0.0053603711519927379 0.004197879347849761 0.00089996164273059575 0.0011731571495821763 -0.016267609822776502 -0.024112462826302441 0.0030376624551863179 0.050939162232614889 0.036812608415519331 0.0098859292852329552 -0.048490177585370851 -0.0093398139611817806 -0.0055810756580052462 -0.020674683674006423 -0.0025196973107302198 -0.055043470502271638
leaf_weight=148.66869677603245 3969.6582024395466 3302.950176268816 186.85031957924366 2523.6827515214682 272.21953862905502 13.281087681651114 1016.2101921215653 536.17949729412794 15029.806664019823 530.34530059993267 55571.956087768078 920.59548810124397 9124.6434468477964 44.275989875197411 55.878546178340912 120.99555656313896 34713.993977993727 3322.1861309558153 432.5068426579237 64.190674290060997 9597.2858398854733 56.226268470287323 54.283171012997627 594.07945811748505 17.8100226521492 273.87961431592703 1118.6292456611991 117.57685916870832 411.68550924956799 9.1280260533094388
leaf_count=608 19492 13275 759 12143 1373 82 4463 3502 61406 2483 230514 4145 38476 185 228 507 140568 13527 2527 258 38667 241 230 2424 79 1254 5123 564 1671 37
internal_value=-0.000399561 -0.000205485 -0.003414 -0.00590271 -0.00875693 -0.0140232 -0.00965077 -0.0191798 0.000119164 -0.000591042 -0.00117447 -0.000477086 0.000950724 -0.00214637 0.0147539 0.00112513 0.000367119 0.00123297 -0.0240068 0.00264573 0.00194625 0.0322766 0.0142985 0.00249484 -0.00432296 -0.00691573 -0.00370225 -0.00718413 -0.00702357 -0.0123367
internal_weight=144152 140880 12944.9 8430.15 3271.54 1820.92 4985.87 1358.48 127935 69002.5 56102.3 3444.28 58932.6 1450.62 165.509 462.439 43838.6 4514.8 968.686 15094 12900.2 100.502 175.279 3916.27 1285.11 287.161 1267.3 389.796 598.536 65.0066
internal_count=600811 584271 58624 40243 16540 10039 23955 7966 525647 284939 232997 16288 240708 6501 691 2073 179044 18381 6029 61664 51942 426 737 15951 5810 1336 5731 1937 2430 265

Tree=135
num_cat=0
split_feature=18 8 23 0 6 23 7 34 11 38 8 6 9 9 37 11 46 55 25 5 22 6 3 20 23 27 16 1 3 25
split_gain=70.3284 39.9227 34.1476 122.725 232.433 43.9063 34.391 25.6207 19.0252 18.7127 22.2417 17.2624 20.8686 17.4867 16.322 16.28 15.9192 14.8176 14.3386 14.3104 12.8754 11.3564 9.81641 10.3516 9.30902 10.6785 10.3641 9.18895 8.43993 8.14181
threshold=-0.021078436635434624 0.014203843660652639 -0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 -0.027622920460999009 -0.0078469780273735506 1.3608022928237917 0.61861351132392894 1.0000000180025095e-35 0.135169193148613 0.19465310126543048 -0.020929460413753983 -0.57013636827468861 -0.82106032967567433 -1.4292401075363157 -0.0028220891254022713 -1.0832948088645933 -0.11188049986958502 1.0777222514152529 -0.077768988907337175 -0.0032315368298441167 -0.0033655960578471418 -0.031279245391488068 -0.00115529348840937 -0.00025700255355332041 0.011071838438510897 0.01978674624115229 0.0031581567600369458 -0.30995130538940424
left_child=1 7 3 9 6 -6 -5 15 28 19 -11 12 14 27 -4 18 -14 -15 -1 -2 -17 -10 24 -24 26 -26 -3 -13 -9 -25
right_child=2 22 11 4 5 -7 -8 8 21 10 -12 13 16 17 -16 20 -18 -19 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0098666446658272691 0.00010224422819956008 -0.0037280575965300241 0.068884590641396681 -0.018009301511057813 -0.014732705422871344 -0.00077236251272368411 -0.0073237288871757875 -0.041636672277043346 -0.023811303937839909 0.007246420310113199 -0.0055899325031519903 0.0055150178067385654 0.0077404448652233677 0.0026251439018478181 -0.00052385968473665854 -0.01173062401058921 0.0025719478927303629 -0.00024140343638478958 0.033508860046444565 0.0036732868729387313 -0.00036766887757044533 5.9191798272215714e-05 0.060320749414713881 -0.054681339325359707 0.00041414433589411132 0.040599516350105877 0.021901964270990937 0.021074057712540051 0.018742699756464705 -0.0045750774322832494
leaf_weight=48.602121025323868 49109.17038461566 142.4053501188755 11.823762297630308 3952.5670797899365 817.94316314160824 19022.059904620051 1426.9902435988188 171.41846538335085 175.55962768942118 2681.2547672837973 569.7244299352169 1040.7320257425308 3342.3828131705523 7572.5818957239389 4652.2918719351292 1956.4475113078952 5468.1967079937458 36693.898925639689 58.41365085542202 4243.8694270253181 421.99604347348213 114.70963943749666 5.7713199704885474 18.017861679196358 34.300124138593674 69.984291687607765 89.398735895752907 151.3457063883543 8.4562541916966421 30.225795686244965
leaf_count=216 199553 579 48 19642 3807 79676 6539 1549 1302 11003 2384 4184 13661 31226 18786 10891 22182 151888 254 17238 1908 571 24 76 141 289 373 609 62 127
internal_value=-0.000295145 -0.00874934 -9.41941e-05 -0.000874093 -0.00429731 -0.00134791 -0.0151748 -0.0110908 -0.0237211 0.0006511 0.00499689 0.000988627 0.00284331 0.000438866 -0.000347906 -0.00870168 0.00453267 0.000248971 0.0138095 0.000386296 -0.00971455 -0.0143781 0.00899056 -0.0143552 0.0127426 0.0273822 0.00615655 0.00749039 -0.0387981 -0.0232886
internal_weight=144103 3345.71 140757 81823.6 25219.6 19840 5379.56 2955.6 470.144 56604 3250.98 58933.3 13474.7 45458.6 4664.12 2485.46 8810.58 44266.5 107.016 53353 2378.44 290.269 390.103 54.015 336.089 104.284 231.804 1192.08 179.875 48.2437
internal_count=600788 18362 582426 339842 109664 83483 26181 16753 3484 230178 13387 242584 54677 187907 18834 13269 35843 183114 470 216791 12799 1873 1609 227 1382 430 952 4793 1611 203

Tree=136
num_cat=0
split_feature=19 47 9 1 1 2 45 55 48 28 17 5 2 49 45 34 20 46 14 28 46 7 34 35 46 21 51 24 9 5
split_gain=62.2001 34.504 59.1271 62.6729 114.525 24.1669 21.6875 15.1111 14.4167 14.1808 15.105 13.863 12.2649 18.6964 11.3206 10.9005 10.5719 10.0408 9.76573 12.8832 12.3917 9.47892 9.31747 14.9023 9.29815 12.081 11.4457 8.25717 7.58133 3.86664
threshold=-0.02401504851877689 1.0000000180025095e-35 0.012639783788472416 -0.0038918899372220035 -0.0036749573191627856 -0.0046504966448992482 -0.17385151982307431 -0.55916938185691822 -2.2172124385833736 -2.0459009408950801 -0.89186540246009816 2.0925335884094243 -0.0047961503732949487 -0.37284658849239344 -0.00083417174755595614 1.290300250053406 0.018170196563005451 -0.089973114430904375 -0.0073571295943111173 0.0065779343713074931 -0.0054192768875509492 0.082113429903984084 1.3778149485588076 0.75657281279563915 -0.024626381695270535 0.033161183819174773 -0.22447629272937772 0.2638623863458634 -0.00058269104920327653 0.89973381161689769
left_child=5 2 3 6 -5 12 -2 24 22 17 -11 16 21 27 -15 -13 -4 -9 20 -20 -10 28 23 -7 26 -26 -3 -14 -1 -24
right_child=1 7 11 4 -6 8 -8 9 18 10 -12 15 13 14 -16 -17 -18 -19 19 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019582498120559967 0.028655747691938439 0.011552415146842254 0.002193211706841806 -0.010726472141433532 -0.0018490558079815342 -0.023904352040812451 -6.857852454878301e-05 -0.03470861572813911 0.094377593067826893 -0.0074168071457562899 0.00026471608254411127 -0.017969630926313526 -0.051216420596299619 -0.010489898485029786 0.067736708875199281 -0.0018887223291247477 -0.0017432769606065312 0.016341818746748123 -0.016089755827989761 5.8219442602720668e-05 0.0029906389673391475 0.04905597053877353 -0.049596327083836732 0.021726002127262702 0.0028948699214118487 -0.002747300792447937 -0.0018283633480215018 0.031943685733844304 -0.02004377462652281 -0.027941108906688963
leaf_weight=564.25016485899687 91.844505131244659 239.85507459938526 19805.094078175724 6771.8348664343357 19994.792163610458 202.47131060808897 24300.026541382074 14.153160110116003 5.6710013002157202 910.18047626316547 42530.249318644404 209.77592988312244 12.218024596571924 8.3482431471347791 28.168371364474297 488.26740129292011 2698.4416025131941 255.88353934884071 815.26531254500151 217.96721407026052 57.882064543664455 11.688821837306021 57.868797354400158 28.410273246467113 19073.32554115355 1419.345744535327 3080.1904823035002 6.2990792989730826 94.146219491958618 56.946681655943394
leaf_count=2627 372 970 80968 31976 85484 1563 101172 57 26 4106 172974 867 65 35 125 2003 11019 1056 4402 1031 286 47 595 171 77542 5818 12490 30 425 486
internal_value=-0.00027805 -0.000126515 -0.00100327 -0.00212367 -0.004095 -0.010197 3.95793e-05 0.000839013 -0.0146139 0.000187556 0.00010377 0.00146718 -0.00141035 0.0253647 0.0498529 -0.00672136 0.00172118 0.0136662 -0.0113025 -0.0126832 0.0111453 -0.00360936 -0.0251201 -0.0182895 0.00203482 0.00250409 -0.000861676 -0.0229273 -0.00454436 -0.0388557
internal_weight=144051 141883 74360.1 51158.5 26766.6 2167.6 24391.9 67523.2 1442.48 43710.5 43440.4 23201.6 725.119 55.0337 36.5166 698.043 22503.5 270.037 1096.79 1033.23 63.5531 670.085 345.697 230.882 23812.7 20492.7 3320.05 18.5171 658.396 114.815
internal_count=600788 588874 313861 219004 117460 11914 101544 275013 8560 178193 177080 94857 3354 255 160 2870 91987 1113 5745 5433 312 3099 2815 1734 96820 83360 13460 95 3052 1081

Tree=137
num_cat=0
split_feature=19 47 23 28 28 21 50 34 13 7 48 11 23 13 2 5 2 19 49 17 5 35 11 2 5 46 45 51 46 46
split_gain=55.4646 32.7787 27.5064 97.6472 48.0786 29.8652 23.7127 22.2251 21.933 16.5598 14.7655 13.8622 13.4597 13.3906 14.9659 12.8448 11.4448 9.40031 8.79389 8.649 8.58556 8.05539 7.56292 9.07083 6.94168 6.6942 6.10599 4.94596 3.68476 10.1372
threshold=-0.02401504851877689 -1.9132293462753294 -0.0014371092547662554 -0.0043148747645318499 -0.00034945318475365633 0.5278470814228059 -0.15213821828365323 1.3476719260215761 0.008568491321057083 0.031851399689912803 0.42069473117589956 0.59718331694602977 -0.0004490460996748879 0.014405901078134777 -0.0046504966448992482 2.1832678318023686 0.11731040477752687 -0.019605559296905991 -2.299067378044128 1.2235359549522402 1.5065805912017824 1.2773256897926333 1.2015324831008913 -0.004635357065126299 1.4247679710388186 0.051470598205924041 0.00097892276244238041 -0.33718746900558466 -0.0019709501648321743 1.0000000180025095e-35
left_child=7 6 3 5 -5 -3 10 9 19 13 25 28 18 14 -1 -14 -12 -10 -4 -8 24 -22 23 -13 -11 -2 -15 -24 -9 -30
right_child=1 2 12 4 -6 -7 8 11 17 20 16 22 15 26 -16 -17 -18 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0023578456025615435 -0.015313394321270827 0.00036348884365916713 0.025642856724162354 -0.0054600900927459766 0.00032259924079374569 0.007313737028450183 -0.0063355764676073095 -0.045650962127348357 0.047698113224107372 0.021722924124307791 -0.0029705005148885862 -0.032341767734406911 0.00079612543006976123 0.043323032179846385 -0.013583394167196507 -0.0059267205780651625 -0.085695559629030138 0.012939788441216456 0.003411942448234007 0.036603553236140243 -0.051164742528078781 0.041132332744791715 -0.023088536354289788 0.0025177191460206381 0.089543630345118766 0.012900806822022536 -0.027381637345121303 -0.062346513323801665 0.050107795680694824 -0.060665142804509194
leaf_weight=695.62888932973146 1036.7510213926435 54217.963192746043 62.609653398394585 17595.471345536411 6994.4212735369802 2241.0884477645159 225.6127240806818 91.740690223872662 49.235281094908714 62.833784863352776 725.72707699239254 35.285436049103737 51798.461394682527 24.422961875796322 1019.0621463954449 1008.5540443658829 5.8686021715402594 60.204063266515732 5790.2024615705013 17.603204481303692 10.308118060231207 4.8358887434005728 77.0438422113657 98.574078269302845 5.7327466011047354 30.123556740581989 5.1478922441601744 13.065675266087053 5.2682864069938642 6.3324630185961723
leaf_count=3238 5665 220342 253 77826 29422 9221 1275 896 230 254 2966 320 213508 125 5798 4143 24 281 23477 96 42 20 455 553 23 145 27 67 41 55
internal_value=-0.000261849 -0.000119131 -7.84579e-06 -0.000712139 -0.00381524 0.000639372 -0.00734677 -0.00965548 0.00664221 -0.00712025 -0.0100898 -0.0238143 0.00096526 -0.00835046 -0.00902933 0.000667727 -0.00363409 0.0285771 0.00364975 -0.00322778 0.0185134 -0.0216918 -0.0155666 -0.00667126 0.0273933 -0.0145168 0.0310143 -0.0287809 -0.0416893 -0.0103595
internal_weight=144015 141860 139709 81048.9 24589.9 56459.1 2151.13 2155.28 352.655 1827.97 1798.47 327.31 58659.8 1744.26 1714.69 52807 731.596 109.439 5852.81 243.216 83.7105 15.144 223.969 133.86 68.5665 1066.87 29.5709 90.1095 103.341 11.6007
internal_count=600788 588874 578192 336811 107248 229563 10682 11914 1882 9527 8800 2387 241381 9188 9036 217651 2990 511 23730 1371 339 62 1395 873 277 5810 152 522 992 96

Tree=138
num_cat=0
split_feature=48 7 3 47 50 7 7 16 7 25 9 17 17 28 17 35 8 15 16 2 4 7 46 49 17 3 25 16 19 55
split_gain=50.4693 35.5347 44.8299 26.9005 23.3205 20.1392 43.3784 36.5267 19.8424 17.458 16.7956 15.3443 14.4598 13.7624 13.6688 16.5014 13.2946 16.0105 13.2215 10.9032 10.8954 9.75022 10.7126 8.96754 8.54898 7.84398 7.73424 9.05404 7.97643 7.33553
threshold=-1.8403685092926023 -0.010846059303730725 -0.0067052494268864385 -1.9132293462753294 0.45254778861999517 -0.0086706425063312036 -0.018455071374773976 0.22746787220239642 -0.1794432997703552 -1.0366232395172117 0.0018486698972992601 -0.44068811833858484 -0.30940848588943476 0.82581356167793285 -0.65251314640045155 1.427729666233063 -0.073585081845521913 -0.06150075048208236 0.020770533010363582 0.017620557919144634 -0.0048281506169587365 0.31181630492210394 -0.021422419697046276 1.6666814088821413 -0.23433659970760343 -0.0099229528568685037 -0.82123675942420948 -0.0061277574859559527 -0.024627106264233586 -1.4223853945732114
left_child=1 2 16 4 14 6 8 -8 -5 10 -4 13 -11 -7 15 -2 17 -1 -13 -16 26 25 -23 24 -6 -22 28 -28 -3 -18
right_child=3 20 9 5 23 11 7 -9 -10 12 -12 18 -14 -15 19 -17 29 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0088556324201569149 -0.01189353762656228 0.061836384572119575 -0.030302459769362248 0.0022357728324840279 -0.0012836523906437898 0.002191648262836739 -0.0038993392976930412 0.011228294288489029 -0.00042965860639119385 -0.018664301493570817 0.0062868134845144481 0.0017648400387382302 -0.0056508702569942736 -0.0094350786041150804 -0.0078274759679233755 -0.041378165547189379 0.016985050641898786 0.077883908222329309 -0.00059515269975010622 0.010614516696910978 0.031705040889567916 -0.060428431481735129 0.0020556484434448531 0.06221120146787177 0.033159603183096374 0.0043201904452946638 0.045415223595986626 -0.0074094568335529689 -0.037159407427962608 -0.0050396157038224559
leaf_weight=123.12737928330898 268.10543631762266 3.0269776210188857 407.6356466114521 12279.024772852659 64.197516746819019 23146.576006770134 15292.370382644236 576.56116192042828 46689.95217359066 662.91852869093418 48.910806551575661 11780.703272201121 538.79285609722137 359.90309202671051 1255.7368002235889 87.684109285473824 55.148851864039898 12.924184665083883 27678.070274338126 122.47890631854534 37.816890090703964 16.713756904006004 22.287769392132759 14.141608893871306 41.172732837498188 978.64229412376881 11.963277615606783 202.08495911955833 44.259955912828445 1157.163452938199
leaf_count=510 1303 20 2988 49436 323 95220 65985 2430 192955 4237 277 47966 3205 1521 5737 456 288 54 112806 518 182 68 90 62 199 4667 59 1110 246 5870
internal_value=-0.000246596 -0.00652475 -0.0100646 -5.22399e-05 -0.00711269 4.27265e-05 -0.000611508 -0.00334971 0.00012536 -0.016561 -0.0263826 0.000820323 -0.0128297 0.00201363 -0.0088501 -0.01916 -0.0020751 0.015413 0.00010944 -0.00618858 0.00155773 0.00422824 -0.0247213 0.0180955 0.0121748 0.00533903 -0.00922769 -0.00445706 -0.0308224 -0.0040377
internal_weight=143980 4323.42 3006.62 139657 1853.52 137803 74837.9 15868.9 58969 1658.26 456.546 62965.3 1201.71 23506.5 1734.01 355.79 1348.36 136.052 39458.8 1378.22 1316.8 1055.46 39.0015 119.512 105.37 1016.46 261.335 214.048 47.2869 1212.31
internal_count=600788 23871 17429 576917 8598 568319 310806 68415 242391 10707 3265 257513 7442 96741 8014 1759 6722 564 160772 6255 6442 5007 158 584 522 4849 1435 1169 266 6158

Tree=139
num_cat=0
split_feature=12 33 6 47 23 0 6 21 48 11 9 48 6 6 49 2 4 8 9 16 31 4 26 31 6 0 31 47 51 33
split_gain=49.698 36.3197 31.8181 29.8167 23.0305 75.1784 152.796 26.0887 18.1171 28.3629 17.1547 14.4817 24.7158 13.2289 15.8693 16.467 12.6079 12.5241 10.6119 9.81675 9.80748 9.62163 9.17396 9.15043 8.10884 7.74198 8.7492 7.91493 7.03795 5.30083
threshold=-0.29080538451671595 -0.38818599283695215 -1.0670051574707029 -1.9132293462753294 -0.0014371092547662554 -0.0024267609696835275 -0.0032315314747393127 0.5278470814228059 -1.0866807401180265 -0.68678444623947132 -0.015057789627462624 -0.70983687043189991 0.76468694210052501 -0.0032315354328602548 1.8932956457138064 -0.0019374047988094387 -0.0097325099632143957 -0.59326431155204762 -0.64741557836532582 0.0016641121474094691 0.48918978869915014 0.014029523357748987 2.0663048028945927 1.152375400066376 -0.54611438512802113 -0.0025170176522806282 -1.6030409932136533 1.0000000180025095e-35 -0.34438146650791163 -0.34602020680904383
left_child=1 2 25 13 5 7 -7 -5 9 16 28 12 -6 17 21 -16 -3 29 -13 -11 -12 -15 23 -10 -19 27 -27 -1 -4 -2
right_child=3 8 10 4 11 6 -8 -9 22 19 20 18 -14 14 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00080094241681922488 -0.00044514772347004978 -0.037017770939218597 0.060607604629953495 0.00035977991596454413 0.0054396638226022311 -0.012436327084017715 -0.0009153148539949342 0.0068996157087878882 0.0021334101577140004 -0.023757765109513149 -0.01236290832281747 0.0056870909627975809 -0.00072732584314890466 -0.0070848998857550756 0.070924245192283228 0.0084187442701276725 0.024078981975964364 0.0042455816147003358 0.00040206307722636975 0.0081952523747024497 -0.021081110834879572 0.0072495622422424043 -0.043514584718138703 0.016445319301760856 -0.014040210721904154 0.10421210895238341 0.018474927827933935 0.025006891326808955 -0.0020264932567165515 0.073026634104687752
leaf_weight=314.83499158918858 5.7297905981540671 13.530558064579962 6.3747588992118827 53021.974562451243 5874.5058141350746 5062.5786247998476 19221.134029015899 2211.9408717751503 1105.4980237931013 265.24884518235922 1191.2697201892734 1360.8401143997908 3678.9239594340324 898.20382537692785 18.515982642769814 70.667194619774818 89.717249237000942 92.754874542355537 46965.170108377934 38.302462093532085 721.03022547066212 199.13948675990105 14.213553935289381 180.96256443858147 939.22198063135147 5.2604530006647137 19.507336884737015 47.623753353953362 306.67396335303783 8.4732176661491376
leaf_count=1390 23 61 30 215420 24708 24591 80924 9101 4590 1600 6651 5470 16328 4074 85 298 426 389 191412 200 4041 845 60 760 5662 23 88 196 1308 34
internal_value=-0.000232236 -0.00646471 -0.0108381 -3.94074e-05 7.04983e-05 -0.000581198 -0.00331717 0.000621679 0.000226989 -0.0106401 -0.0135542 0.000965831 0.00306482 -0.00680282 -0.00253837 0.021396 0.0160723 -0.0116394 0.000550887 -0.0197259 -0.0156501 -0.00448357 0.00362579 0.00414662 -0.0123967 0.00477074 0.0366847 0.00258997 -0.000751046 0.0433866
internal_weight=143950 4320.05 2612.58 139630 137397 79517.6 24283.7 55233.9 1707.47 406.799 2225.35 57879.4 9553.43 2232.71 1186.53 89.1832 103.248 1046.18 48326 303.551 1912.3 1097.34 1300.67 1286.46 1031.98 387.227 24.7678 362.459 313.049 14.203
internal_count=600788 21424 13727 579364 567954 330036 105515 224521 7697 2287 12030 237918 41036 11410 5302 383 487 6108 196882 1800 10692 4919 5410 5350 6051 1697 111 1586 1338 57

Tree=140
num_cat=0
split_feature=23 23 22 1 1 0 44 15 14 12 44 51 0 53 45 0 1 24 25 7 13 51 14 29 33 34 51 29 0 25
split_gain=44.7709 118.655 42.1894 35.1334 58.8358 14.9711 16.5153 25.4574 16.6787 16.5391 14.161 13.1604 16.3526 14.7398 13.0883 12.8544 12.8083 12.4584 12.4537 12.0604 11.2765 16.5812 11.7401 10.655 11.095 9.59261 9.07354 8.57573 8.3825 7.62484
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.60506072640418995 -0.0037464592605829235 -0.0027614238206297155 -0.0010722504230216143 1.0000000180025095e-35 0.13591424375772479 0.037560431286692626 -0.28972052037715906 3.8360519409179692 -0.16263400018215177 -0.0046577954199165097 -0.046793980523943894 -0.0010104932007379828 0.002260808134451509 -0.0036749573191627856 -0.11573199182748793 0.070815160870552077 -0.093624878674745546 0.0093771363608539122 0.86551856994628917 0.15994373708963397 -0.25748814642429346 2.5304644107818608 1.3539201617240908 -0.25408926606178278 -0.22277338802814481 -0.18988522887229917 0.43204268813133245
left_child=1 14 3 10 -5 11 9 8 -8 15 -3 12 19 -14 18 -7 -11 25 28 -2 22 -22 -13 29 -25 -4 -20 -19 -1 -16
right_child=5 2 17 4 -6 6 7 -9 -10 16 -12 20 13 -15 23 -17 -18 27 26 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013939329779729724 0.010371578901570781 -0.0032308785659303108 0.0015124589901801171 -0.013173731907028604 -0.0044784293611154057 -0.01206264202196659 -0.00024205639341632904 -0.053165270272541032 -0.011185217152248014 -0.00072567452698846365 0.017096979833498036 0.0099300312998149877 0.0022472956178815058 0.021347516344413238 -0.0098640195188263811 0.026840722677845139 0.0014253355764477431 0.0011861922619376417 -0.0022676644173600076 -0.0084652274849243165 0.0041182328669833708 -0.01902553084341687 -0.017497543471623838 -0.00035495793912012014 -0.006496437749994137 0.020370560839154773 0.00061861180996434953 -0.0048550142725429044 0.001783095417097537 0.0014208194515515579
leaf_weight=199.5548068434 138.90406075119972 6677.2236994057894 2874.146870739758 4794.2071809098125 6227.3207305818796 493.25181985646486 1560.1557319313288 36.719785690307617 703.40566404163837 13562.515250861645 121.46333836019039 1785.2344715446234 5866.3488505408168 144.09744038432837 757.77994661033154 31.450295142829418 33287.414270952344 1189.299645550549 5440.3643465042114 798.36128024756908 932.28648339211941 121.8416842520237 56.030266582965851 20541.377875119448 1077.6905855536461 97.066622227430344 12509.333357915282 2619.6237071454525 18812.676979631186 287.4961948543787
leaf_count=803 557 29136 11928 25888 27551 2320 6403 149 2862 55748 493 7306 24235 605 3297 151 137246 5007 22110 3213 3789 501 227 83958 4632 412 50786 10877 76674 1214
internal_value=-0.000373206 -0.0012485 -0.00469612 -0.00620323 -0.00826076 0.000865462 0.000448926 -0.0044332 -0.00364266 0.000685979 -0.00286771 0.00296758 0.00157489 0.00270521 0.000173903 -0.0097308 0.000802643 -0.000734977 0.000858396 -0.00567359 0.00630944 0.00144315 0.0090954 -0.000942394 -0.000661105 0.00212853 -0.000256188 -0.00296871 0.00191069 -0.0067602
internal_weight=143745 84226.6 24600.4 17820.2 11021.5 59518 49674.9 2300.28 2263.56 47374.6 6798.69 9843.1 6947.71 6010.45 59626.3 524.702 46849.9 6780.14 36961.9 937.265 2895.39 1054.13 1841.26 22664.3 21619.1 2971.21 17949.7 3808.92 19012.2 1045.28
internal_count=600078 354766 111292 83068 53439 245312 204879 9414 9265 195465 29629 40433 28610 24840 243474 2471 192994 28224 150373 3770 11823 4290 7533 93101 88590 12340 72896 15884 77477 4511

Tree=141
num_leaves=25
num_cat=0
split_feature=48 23 23 6 6 20 28 17 17 25 0 6 48 44 15 12 23 25 17 14 16 9 12 33
split_gain=43.9132 36.0278 93.7746 78.2811 62.6498 24.9131 16.0146 34.0469 15.1935 13.7661 13.239 28.1561 19.8966 14.6711 22.6834 14.5471 11.2156 9.7956 9.46622 7.22881 12.0322 8.96692 6.59505 3.96722
threshold=-2.5940562486648555 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 -0.017526477575302121 -0.033404938876628869 -0.89186540246009816 -0.75267344713211048 -0.84910756349563588 -0.0010722504230216143 0.86733657121658336 -0.70983687043189991 1.0000000180025095e-35 0.13591424375772479 -0.29474903643131251 -0.027622920460999009 -0.95343661308288563 3.7556935548782353 0.027551462873816494 -0.0065961421933025113 -0.0080062984488904459 -0.0045129803474992505 -0.23858599364757535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 -4 -5 8 -8 -2 18 11 12 -3 15 -15 -12 -11 -13 22 21 -21 -18 23 -1
right_child=1 10 3 5 -6 -7 7 -9 -10 16 13 17 -14 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.042353914169944093 0.0072491228184956352 0.0091232125518630018 -0.0013933069632052321 0.00066255922761487309 -0.011216618803032078 -0.0044203083869662919 -0.01116099756730223 -0.00030501700120358778 0.00097396443256524134 0.13535121327153873 -0.014665379921877747 -0.046529122284383571 0.0019993378350637229 -0.0034289582435388672 -0.050294128972835889 0.00072220673251417137 0.0053008380282674903 -0.013153893843038316 0.064415676510380521 0.089215846927505033 -0.0023818930929565369 -0.021200962836563378 0.040321545582589685 -0.011660314649202268
leaf_weight=113.0893567353487 1425.0061817914248 1644.9631687253714 3335.3095510900021 8700.3362651988864 7009.8432320952415 5465.3177083581686 1036.8637546524405 33398.193240001798 23371.593964651227 1.7948582917451847 214.83973626792431 40.570468805730343 8011.3619104325771 2262.8274330347776 36.531479686498642 47125.508253827691 54.278079509735107 124.70636291801929 3.3409269079565993 5.4376461878418914 60.918130181729794 245.25176006555557 3.8157228603959075 16.841686949133873
leaf_count=1006 5899 6931 13597 36713 36172 23110 4787 137179 93957 8 1088 249 32484 9265 149 194177 300 645 22 37 341 1823 21 118
internal_value=-0.000351379 -0.000290147 -0.00107871 -0.00414787 -0.00804955 -0.00129849 0.000191345 -0.000631898 0.00133458 -0.017723 0.000820431 0.00279961 0.0032129 0.000428834 -0.00417354 0.000652375 -0.0117735 -0.0213465 -0.0336798 -0.0124952 0.00512425 -0.0163985 -0.0361302 -0.0383754
internal_weight=143709 143204 83742.5 24510.8 10345.2 14165.7 59231.7 34435.1 24796.6 504.768 59461.3 9821.6 9656.33 49639.7 2299.36 47340.3 367.68 165.277 137.088 365.886 66.3558 299.53 133.747 129.931
internal_count=600078 596402 351414 109592 49769 59823 241822 141966 99856 3676 244988 40309 39415 204679 9414 195265 2509 894 1167 2501 378 2123 1145 1124

Tree=142
num_leaves=26
num_cat=0
split_feature=48 7 7 1 1 5 29 55 33 35 21 51 25 7 0 45 33 0 17 51 19 14 16 55 31
split_gain=39.4354 25.7655 39.6755 47.9102 94.1626 19.6428 19.1172 15.2779 15.2726 25.3325 15.7512 12.9525 12.781 11.6427 11.3716 12.0667 10.5299 8.79757 8.43958 7.25019 8.69495 6.90521 11.0352 8.32963 3.34863
threshold=-2.5940562486648555 -0.0086706425063312036 -0.051284333691000931 -0.0037464592605829235 -0.0036749573191627856 -0.788070648908615 -0.21670274436473844 1.1584081649780276 -0.39956896007060999 0.69843038916587841 -0.1652196869254112 0.05229653604328633 -0.84910756349563588 -1.010111331939697 0.002132224384695292 0.023632942698895935 1.0071931481361391 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 0.027551462873816494 -0.0065961421933025113 1.2157926559448244 -1.4629741311073301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 7 5 -5 -4 8 13 9 -3 -10 -9 18 -2 15 -8 -16 -14 19 24 -21 23 -23 -19 -1
right_child=1 6 3 4 -6 -7 14 11 10 -11 -12 -13 17 -15 16 -17 -18 21 -20 20 -22 22 -24 -25 -26
leaf_value=0.002581738325699183 0.0051734279438395685 0.0059650790718283539 -0.0021129831246619224 -0.010487144186738425 -0.0018717577531638494 0.0015047086990561094 -0.00043738327813770054 0.005777242681486789 0.0043460380794326505 -0.0094099770632698598 0.00047928527984654934 -0.0012432279571669015 0.079441465061036776 -0.00020749542322568616 0.0016555396898417795 -0.0069991244095953756 -0.0053038505300658486 -0.020037805103130364 0.058465921806031655 0.086722592330309281 -0.020348165055620059 0.084739430868892671 -0.002170352466143438 0.0081892688539871496 -0.042380944720589044
leaf_weight=6.0883614942431441 1478.3681477755308 620.56199010461569 9153.5316729694605 5740.0040698871017 19145.580768980086 12171.644772261381 31034.176738224924 3222.6416682749987 9511.32942686975 935.21039051562548 5968.1651575565338 1277.4102610051632 3.6921277046203604 26313.932166978717 14787.536429807544 1007.2224387675524 797.63327440619469 252.34023325145245 3.4598734602332106 3.3770518973469725 12.0993180796504 5.5496803522109976 60.821908034384251 42.523969173431396 108.86488200724125
leaf_count=40 5936 2607 38338 28412 82732 51105 126798 12967 39225 4005 24592 5194 16 106417 60598 4128 3348 1848 22 30 74 36 341 268 1001
internal_value=-0.000330914 -0.000273215 -0.00099156 -0.00210035 -0.00385895 -4.81346e-05 0.000598897 0.000595128 0.00229515 -0.00327722 0.0028552 0.00378437 -0.0168913 7.87344e-05 -7.82503e-06 -0.000643652 0.00129937 -0.0111708 -0.032483 -0.0348955 0.00301542 -0.0120969 0.00509664 -0.015967 -0.0399995
internal_weight=143664 143165 78503.1 46210.8 24885.6 21325.2 64661.8 32292.4 17035.3 1555.77 15479.5 4500.05 498.817 27792.3 47626.6 32041.4 15585.2 364.928 133.889 130.43 15.4764 361.236 66.3716 294.864 114.953
internal_count=600078 596402 331101 200587 111144 89443 265301 130514 70429 6612 63817 18161 3676 112353 194872 130926 63946 2509 1167 1145 104 2493 377 2116 1041

Tree=143
num_cat=0
split_feature=48 23 23 6 6 12 28 17 28 25 0 6 48 44 14 12 25 0 17 51 19 17 33 17 34
split_gain=35.3956 30.3646 80.4797 68.0283 54.371 21.863 15.2865 20.5459 12.3933 11.8489 11.8106 24.7518 17.8104 12.8945 21.232 12.9946 9.07884 7.69718 7.54226 6.76607 7.32438 6.30908 8.83544 6.78336 2.68631
threshold=-2.5940562486648555 -0.0014371092547662554 -0.001615132321603596 -0.0032315300777554508 -0.042003648355603211 -0.19262199848890302 1.1506123542785647 -0.56034526228904713 -0.033404938876628869 -0.84910756349563588 -0.0010722504230216143 0.86733657121658336 -0.70983687043189991 1.0000000180025095e-35 0.037560431286692626 -0.28972052037715906 -0.95343661308288563 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 0.3187911063432694 -0.40019361674785608 -0.077431779354810701 -0.70158460736274708
left_child=9 2 6 4 -4 -5 8 -8 -2 18 11 12 -3 15 -15 -12 -13 -11 19 24 -21 23 -23 -19 -1
right_child=1 10 3 5 -6 -7 7 -9 -10 17 13 16 -14 14 -16 -17 -18 21 -20 20 -22 22 -24 -25 -26
leaf_value=-0.02710812478429037 0.001244937292365267 0.0086046625453151688 -0.0012813573515280778 0.0013306879713834063 -0.010442837371483623 -0.0033202763806407121 -0.046209192238576453 -8.2988486345308141e-05 -0.00048655938886253919 0.073410325499366061 -0.008703007077825127 -0.04480904060028057 0.0018679127522982257 -2.1635148994060381e-05 -0.012165340524429358 0.00070453169276629853 -0.012299582799099339 -0.011511437744792567 0.053304952465096381 0.076819172845293993 -0.019358233259929133 -0.030991559360022524 0.015253953867178203 -0.036297146819587844 -0.045936603249302904
leaf_weight=42.661887727677822 24795.764277219772 1646.8972204327583 3334.4550407528877 6531.1332240849733 6965.4102697968483 7626.7031582742929 57.866105012595654 80.209428876638412 34287.197691433132 3.7575880438089362 516.75041494518518 39.422687754034996 8011.7655424028635 1559.8184815645218 738.44365155696869 46824.239689484239 123.83356830477715 236.46672356128693 3.5674764141440383 3.5807319954037657 11.971640363335608 19.233378015458584 57.003916755318642 45.897083893418312 69.102149870246649
leaf_count=388 99856 6931 13597 27625 36172 32198 314 323 141329 16 2436 249 32484 6404 3010 192829 645 1698 22 30 74 147 333 315 653
internal_value=-0.000311571 -0.000257202 -0.000981579 -0.00382878 -0.00747692 -0.00117475 0.000194286 -0.019414 0.00024011 -0.0160895 0.000762201 0.00263153 0.0030166 0.000392325 -0.00392347 0.000601844 -0.0201499 -0.0105936 -0.031305 -0.0336758 0.00278537 -0.0114739 0.00358699 -0.0155403 -0.0387495
internal_weight=143633 143140 83678.7 24457.7 10299.9 14157.8 59221 138.076 59083 493.243 59461.2 9821.92 9658.66 49639.3 2298.26 47341 163.256 362.359 130.884 127.316 15.5524 358.601 76.2373 282.364 111.764
internal_count=600078 596402 351414 109592 49769 59823 241822 637 241185 3676 244988 40309 39415 204679 9414 195265 894 2509 1167 1145 104 2493 480 2013 1041

Tree=144
num_cat=0
split_feature=48 47 34 6 9 13 25 25 6 26 45 19 6 29 29 6 29 0 17 51 19 14 16 9 27
split_gain=31.7481 28.3044 37.867 59.0419 29.5453 29.9765 17.7108 10.9679 10.7773 9.26604 11.1405 13.1701 11.2605 9.2576 13.137 10.2894 8.59256 6.75528 6.75284 6.30364 6.21861 6.11561 9.22167 7.9224 3.53391
threshold=-2.5940562486648555 1.0000000180025095e-35 1.3778149485588076 -0.0032315368298441167 0.012639783788472416 -0.0039383406983688465 -1.1251584887504575 -0.84910756349563588 0.831902176141739 -0.89946109056472767 0.054500671103596694 -0.018917359411716458 -0.0032315236749127503 -0.26523210108280176 -0.26240134239196772 0.22936858236789706 0.27009269595146185 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 -0.01633970811963081 0.027551462873816494 -0.0065961421933025113 -0.0080062984488904459 -0.005317138507962226
left_child=7 2 4 6 5 -2 -4 18 -5 10 11 -3 -12 15 -15 -11 -6 -9 19 24 -21 23 -23 -19 -1
right_child=1 9 3 8 16 -7 -8 17 -10 13 12 -13 -14 14 -16 -17 -18 21 -20 20 -22 22 -24 -25 -26
leaf_value=0.0087143589250139163 -0.00023802328249475648 0.0045697244570905935 -0.039226580493020545 -0.00090547287929861379 0.0014678844624611571 -0.0031165310962322536 -0.017049548141095557 0.068109593331639795 -0.016164139453397994 -0.016276919805545013 -0.011212412665851742 0.00037574967180030753 0.016922245231958899 0.013271746964889138 0.00031309216499407364 0.003314101653981198 -0.0021731336924269112 0.0059273807686375758 0.048783414331904147 0.068628002817998787 -0.018408988837537155 0.076280999824074533 -0.0015331871003885155 -0.01921754236216314 -0.039955171410244704
leaf_weight=5.4682940542697898 27554.030850596726 3952.9947317391634 156.10486841201782 1760.3085372969508 19281.205047562718 23194.822238899767 636.33887910842896 3.8093837946653357 177.36737661063671 241.42157959938049 59.209661528468132 7651.3208806067705 302.58138054609299 273.67096048593521 55156.214389763772 152.12428294122219 2555.2205465734005 53.490435518324375 3.6649945303797713 3.7655536010861388 11.849973462522028 5.8104848787188521 60.516354456543922 236.31225696951151 103.28039628267288
leaf_count=36 115685 16135 1143 7593 78714 101861 3905 16 871 1010 243 31086 1236 1138 224680 674 10428 299 22 30 74 36 341 1817 1005
internal_value=-0.000293419 -0.00024219 -0.0010294 -0.00785081 -0.000772831 -0.00155365 -0.0214182 -0.0153171 -0.00230219 0.000632416 0.00212229 0.00180442 0.0123178 0.000313052 0.000377072 -0.00870405 0.00104183 -0.0100416 -0.0301483 -0.0324744 0.00257925 -0.0108776 0.00528363 -0.0145764 -0.0375079
internal_weight=143593 143105 75315.4 2730.12 72585.3 50748.9 792.444 487.968 1937.68 67789.5 11966.1 11604.3 361.791 55823.4 55429.9 393.546 21836.4 359.939 128.029 124.364 15.6155 356.13 66.3268 289.803 108.749
internal_count=600078 596402 320200 13512 306688 217546 5048 3676 8464 276202 48700 47221 1479 227502 225818 1684 89142 2509 1167 1145 104 2493 377 2116 1041

Tree=145
num_cat=0
split_feature=12 1 7 28 23 23 20 28 37 28 17 11 35 8 16 9 23 5 34 46 31 28 53 23 46 50 13 3 1 23
split_gain=34.3958 28.885 27.239 19.1817 19.0285 47.5872 24.4669 18.1934 23.4708 16.1719 18.3362 15.6686 19.4403 15.5357 14.7629 13.25 11.1306 10.1362 10.0273 10.0027 9.90248 9.54941 9.46129 10.651 12.1508 9.4048 8.45673 8.43921 8.42978 8.40499
threshold=-0.29080538451671595 -0.0037464592605829235 -0.0037489895476028319 1.0000000180025095e-35 -0.0014371092547662554 -0.001615132321603596 -0.031473683193325989 0.0029482590034604077 1.2404580712318423 0.82581356167793285 -0.27572597563266749 -0.94487041234970082 -0.98066493868827809 -0.019457849673926827 0.0065342993475496778 -0.027195453643798825 -0.0037716437363997097 2.3094857931137089 0.18086060881614688 0.0083216610364615935 -0.91383564472198475 -0.84307458996772755 -0.053967500105500214 -0.0018377197557128964 -0.0054192768875509492 -0.073131740093231187 -0.0023465743288397785 -0.0051202028989791861 -0.0045063260477036229 -0.05013183876872062
left_child=1 22 11 18 5 9 20 8 -7 16 -11 12 -3 -13 -9 -5 -2 21 -4 -19 25 -8 27 -24 -25 -6 -22 29 -29 -1
right_child=4 2 3 15 6 7 17 14 -10 10 -12 13 -14 -15 -16 -17 -18 19 -20 -21 26 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.059842044896555042 -0.00018505377160248868 -0.0089920771130269916 0.012626758416408737 -0.0067614262710782693 0.0081388738368210114 -0.0038561625199682961 0.014942823124599703 0.0056026325633619515 0.010824965977929828 -0.035709652945745261 -0.00049179187377474288 -0.0054925850739877546 0.042921671696495446 -0.017101953660562913 -0.002720131527287404 0.020215410172911993 0.0017101497846984521 -0.015306907573955303 -0.01631734387674149 -0.0010246140192617529 0.023362874895995856 0.00060572041242230022 0.060747165668624897 -0.056304403456994084 0.020862014616864502 -0.026976918134949318 0.0089445355114672973 0.096801375509495094 0.014486539560229111 -0.0011201142427617458
leaf_weight=7.9138592183589926 43419.175784565508 71.916693940758705 53.319301351904869 90.06457032263279 60.555823847651482 19762.079308971763 162.18174803256989 1459.8537458479404 386.47819772362709 92.813656158745289 115.50719618797302 567.02727417647839 38.579861626029015 1372.4708122313023 1508.5202611237764 213.89593555033207 14353.152695208788 272.19702653586864 190.6111109033227 457.76986218988895 173.93756417930126 56534.134697914124 18.182137206196785 8.483946889638899 43.643951445817947 47.275823578238487 761.7601982653141 5.7886478751897839 17.195593520998955 1511.5056016221642
leaf_count=35 177382 390 222 369 255 88864 701 6109 1570 485 465 2790 174 8460 6331 910 58214 1119 835 1880 719 232224 76 35 192 201 3232 24 73 6621
internal_value=-0.000249355 -0.00550321 -0.00935343 0.0023326 -9.08518e-05 -0.00067581 0.000720484 -0.00293925 -0.00357456 0.000226628 -0.0161825 -0.0124767 0.0091336 -0.0137079 0.00137302 0.0122221 0.000285797 0.00055779 -0.00999062 -0.00635033 0.00967368 0.000646732 0.000699012 0.021865 0.00830299 -0.00725668 0.0116248 -0.000265834 0.0352178 -0.000802594
internal_weight=143778 4210.6 2597.89 547.891 139567 81097.6 58469.8 23116.9 20148.6 57980.6 208.321 2049.99 110.497 1939.5 2968.37 303.961 57772.3 57426.3 243.93 729.967 1043.53 56696.3 1612.71 70.31 52.1279 107.832 935.698 1542.4 22.9842 1519.42
internal_count=600957 21206 14150 2336 579751 339420 240331 102874 90434 236546 950 11814 564 11250 12440 1279 235596 235924 1057 2999 4407 232925 7056 303 227 456 3951 6753 97 6656

Tree=146
num_cat=0
split_feature=12 33 6 0 17 6 6 17 53 7 17 53 28 12 13 13 55 43 8 28 28 14 9 33 46 24 23 17 17 12
split_gain=30.5738 24.3309 20.5509 92.0359 44.4983 55.9129 43.567 29.7387 27.0759 24.844 23.5447 23.0665 19.8808 19.6592 18.6254 14.0962 14.0581 12.2811 11.1567 15.2128 15.1964 15.0498 12.9781 10.7128 10.5653 12.7537 8.92426 8.68066 13.0044 8.79715
threshold=-0.29080538451671595 -0.38968080282211298 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 0.84846672415733349 -0.0032315314747393127 0.50155615806579601 5.3784809112548837 -0.025988317094743248 -0.72142368555068959 0.57454997301101696 -0.14907623082399366 -0.27859839797019953 -0.0039383406983688465 -0.0023465743288397785 0.09049271792173387 1.9860955476760866 -0.0081568323075771314 0.0039976737461984166 0.066140651702880873 -0.012293762061744927 -0.0011112365755252538 -0.35285165905952448 -0.0040438165888190261 0.13978599011898044 -0.0051477223169058553 -0.018579748459160324 -0.56762114167213429 -0.30464540421962732
left_child=1 14 3 10 5 8 7 -5 -4 -8 12 -7 -2 15 27 -6 -12 -15 21 26 -21 23 -23 -3 -16 -26 -20 28 -1 -29
right_child=2 18 4 6 13 11 9 -9 -10 -11 16 -13 -14 17 24 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0074941720150651196 0.01216061465823815 -0.0017886419427906829 -0.0077082106157675152 -0.010788868485082186 0.012884966922002474 -0.04274902812723505 -0.0076018874593318988 0.0016029775222032821 0.025628534958157607 -9.6575656498793644e-05 0.00075154551005540541 0.0086650606032845322 0.0023777546233953702 0.00078495402290455405 -0.0040567497126933368 0.0032901008912600903 -0.0011567604407744429 -0.0037079553160988357 0.03882081676190613 0.0253499486685504 -0.0010499645901054261 -0.015700950491750559 -0.00016348506250710507 0.022953580805005324 -0.021440010068229123 -0.0078925978123422624 -0.0034812894205389767 0.015352218514495686 0.0082682847881368603 -0.013903373081136088
leaf_weight=361.73183384537697 872.45702984929085 145.82570239901543 720.14601232111454 4948.3218040242791 696.69648958742619 217.09650371968746 2158.2201852947474 780.47680845111609 96.129417613148689 5319.0950441360474 28673.449078261852 35.316792264580727 4224.3340182453394 61057.349969133735 309.31638683378696 2268.5167142674327 25290.562947675586 2193.9046680480242 18.121478110551834 198.46546640992165 122.90113304555416 385.55883642286062 363.62553254514933 104.61769910156727 659.97139635682106 381.8544198423624 413.18479417264462 40.192287176847458 367.102204836905 325.84322088956833
leaf_count=1713 3724 635 3181 25953 2865 1239 9505 3934 410 22862 116420 173 17385 251110 1780 9551 102586 8853 75 823 513 2131 1681 438 4081 2271 1713 203 1682 1467
internal_value=-0.000234779 -0.0051956 -8.55364e-05 -0.000776394 0.000656472 -0.0112868 -0.00522909 -0.00910064 -0.00378228 -0.00226288 0.000219237 -0.0355553 0.00405236 0.000849228 -0.00899721 0.00554448 -0.000142794 0.000629115 0.000111029 0.00553643 0.0152538 -0.00397405 -0.00815966 0.00854692 -0.0136318 -0.0164746 -0.00170395 -0.00327788 0.000445129 -0.010691
internal_weight=143750 4198.31 139552 72266.9 67285.2 1068.69 13206.1 5728.8 816.275 7477.32 59060.8 252.413 5096.79 66216.5 2446.01 2965.21 53964 63251.3 1752.3 752.673 321.367 999.628 749.184 250.443 1351.14 1041.83 431.306 1094.87 728.834 366.036
internal_count=600957 21206 579751 302369 277382 5003 62254 29887 3591 32367 240115 1412 21109 272379 13197 12416 219006 259963 8009 3124 1336 4885 3812 1073 8132 6352 1788 5065 3395 1670

Tree=147
num_cat=0
split_feature=12 1 48 6 0 17 6 6 17 53 53 7 17 19 28 28 7 11 52 25 6 43 49 37 53 1 24 13 3 31
split_gain=27.1734 23.9864 23.4918 18.2014 81.7018 39.6371 51.0209 38.8841 26.5477 23.1579 22.8688 22.0633 20.8504 18.5151 18.0886 17.6594 14.3199 13.4048 18.7579 12.8646 12.1294 11.6594 11.6133 10.2424 8.11904 9.76286 10.2803 8.15057 11.0544 4.22918
threshold=-0.29080538451671595 -0.0037464592605829235 -0.70983687043189991 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 0.88734760880470287 -0.0032315314747393127 0.50155615806579601 0.57454997301101696 5.3784809112548837 -0.025988317094743248 -0.72142368555068959 -0.02283820882439613 0.0011342806392349305 -0.14907623082399366 -0.03489535674452781 -0.95736566185951222 -1.1567581892013548 0.50984197854995739 0.1221495568752289 3.2492598295211796 0.080381860025227084 4.9903883934021005 -0.053967500105500214 -0.0038918899372220035 -0.83498600125312794 0.002994754235260189 -0.0051202028989791861 -0.2924699187278747
left_child=1 24 17 4 12 6 10 8 -6 -8 -5 -9 15 23 16 -2 -4 18 -3 -19 -15 -14 -16 -7 27 26 -26 28 -1 -29
right_child=3 2 14 5 7 13 9 11 -10 -11 -12 -13 21 20 22 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00026718783449816794 0.011463188146991507 -0.0012557626915850133 0.026642678308237806 -0.0075031337127592704 -0.010201232276911483 0.0048926827230821347 -0.042765111883662575 -0.0071690858088514272 0.0015074079831538254 0.011457363964069321 0.022563831704792668 -9.0879883575405802e-05 -0.00030121134880862414 0.0023452261811461876 -0.0050603112100460748 0.0022368008484350958 -0.012089324691325549 -0.017191589754257434 0.081534203858203882 -0.0024947648245455109 0.00021367258417857963 0.0043736255421412632 0.012546789940106544 0.025738065776342103 -0.049613771744484447 -0.044197725519100325 0.03511315448744054 -0.0023210962018653859 0.043149053340899537 -0.060082366512394007
leaf_weight=1501.3393663242459 870.97709180414677 65.899246245622635 35.580419808626175 732.56964233517647 4925.3156354241073 2671.7205762863159 198.38083778321743 2153.6340558230877 780.97574489191175 31.815864086151123 100.0890594124794 5318.9708170443773 52037.376948565245 11307.454723596573 213.45825356245041 4225.5539602786303 502.5689522176981 1158.6507377140224 11.136405721306799 252.50878500938416 52160.531538255513 1925.8762236237526 335.13984829187393 84.651519134640694 5.4563211053609839 7.3164785206317893 57.712930828332901 7.0151584148407009 20.695705309510231 11.893494620919226
leaf_count=6586 3724 366 146 3256 25953 11177 1165 9505 3934 156 426 22862 211132 46024 918 17385 2167 7614 56 1462 214835 7874 1421 343 25 31 247 30 87 50
internal_value=-0.000221148 -0.00490481 -0.00843776 -8.06178e-05 -0.000730984 0.000617607 -0.0106858 -0.00493137 -0.00859876 -0.0352709 -0.00388896 -0.00213085 0.000206311 0.000799018 -0.00184311 0.00381355 -0.00952851 -0.0132535 0.0107125 -0.0145618 0.00059343 -0.000134373 0.00569591 0.00553287 0.000740579 0.0203219 0.0277948 -0.000155107 0.00032316 -0.0386528
internal_weight=143712 4186.37 2574.94 139526 72238.7 67287.2 1062.86 13178.9 5706.29 230.197 832.659 7472.6 59059.8 66224.4 1086.75 5096.53 538.149 1488.2 77.0357 1411.16 63468 53963.3 548.598 2756.37 1611.43 70.4857 63.1693 1540.94 1522.04 18.9087
internal_count=600957 21206 14150 579751 302369 277382 5003 62254 29887 1321 3682 32367 240115 272379 4652 21109 2313 9498 422 9076 260859 219006 2339 11520 7056 303 272 6753 6673 80

Tree=148
num_cat=0
split_feature=12 33 6 45 6 0 17 6 6 7 6 7 34 46 19 26 33 13 9 48 11 25 25 9 34 31 31 12 49 5
split_gain=24.1513 20.4115 16.4831 16.3999 25.2251 44.2556 28.7266 38.6026 22.8848 17.1955 13.9797 13.7205 12.6512 12.0828 11.6572 11.3623 11.3487 13.3817 12.1942 10.7745 16.1727 20.1279 13.5398 9.92112 9.28595 9.22408 8.31867 7.6916 11.7082 11.2308
threshold=-0.29080538451671595 -0.38968080282211298 -0.6110953390598296 -0.00089026900241151441 -0.0032315243734046812 -0.0024267609696835275 -0.93323016166687001 0.86733657121658336 -0.0032315314747393127 -0.52754068374633778 1.4833906888961794 -0.025988317094743248 -1.579394996166229 -0.0040438165888190261 -0.020294477231800553 0.77934473752975475 0.059463137760758407 -1.3620675802230833 -0.024662160314619538 -0.70983687043189991 -0.56275892257690419 -0.56538313627243031 -1.0366232395172117 -0.072766341269016252 0.51652440428733837 -1.9117307066917417 0.91861024498939525 -0.2920279055833816 0.42030319571495062 1.2857906818389895
left_child=1 2 24 10 5 11 7 -6 -7 -8 12 -5 23 -4 -14 -15 17 -12 -18 20 22 -22 -3 -2 25 -1 -26 28 -21 -29
right_child=3 19 13 4 6 8 9 -9 -10 -11 16 -13 14 15 -16 -17 18 -19 -20 27 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.029004690256670473 0.0013179509817677366 0.027450580011278973 -0.0041782769701188402 -0.002355601431002169 -0.0032188725668843396 -0.0097095252261027859 0.006553329674195028 -0.03372787252575906 -0.0030690229097349682 0.00013280588017913571 0.096736293411043561 0.00073906687814896731 0.0023986590097453465 -0.011000050130015758 0.0004381341922042039 -0.024230158346065463 -0.052569796306265001 -0.0060359693626881906 -0.0097391407711092393 0.003450511864313572 -0.024715969134309915 0.0010848295100855856 -0.004635314135424084 -0.0055069623883419747 -0.018142562239595653 0.0020561493435129184 0.017779573147698645 -0.0031817370514861851 0.022679169915083033 -0.078925327136797355
leaf_weight=50.460761100053787 1184.0350093096495 76.238766528666019 634.50298387929797 9144.8777670413256 537.24445840716362 3258.1020079888403 1501.0887373536825 197.41402023285627 4054.893757045269 44439.686966873705 4.4591493904590598 10968.803464964032 13517.586625643075 934.61507184058428 48208.919555287808 298.02136725187302 39.580594658851624 402.23522019386292 55.704467684030533 741.59738460183144 222.5403246358037 199.70821114629507 114.59623108804226 1983.4393212422729 124.85192114114761 357.13411501049995 27.357756778597832 256.68524730205536 129.47434414923191 7.0001889467239371
leaf_count=221 4766 360 3334 37064 2395 17204 6033 1158 17660 183273 18 44844 56021 5639 198621 1773 167 1689 244 3066 1385 1046 526 8594 555 1549 126 1057 540 29
internal_value=-0.000208311 -0.00463014 -0.00813115 -7.59783e-05 -0.000676943 -0.00209702 0.000157498 -0.0114171 -0.00602751 0.000342593 0.000604992 -0.000667954 0.000680862 -0.0107935 0.000867473 -0.0141988 -0.00920312 -0.00490914 -0.0275306 0.000231155 -0.00607102 -0.0125131 0.00818303 -0.00295574 0.000748824 0.00539241 -0.011686 0.00363608 0.00630862 -0.00519254
internal_weight=143673 4174.78 2426.94 139498 74102.1 27426.7 46675.4 734.658 7313 45940.8 65396 20113.7 64894 1867.14 61726.5 1232.64 501.979 406.694 95.2851 1747.84 613.084 422.249 190.835 3167.47 559.805 407.595 152.21 1134.76 871.072 263.685
internal_count=600957 21206 13197 579751 309631 116772 192859 3553 34864 189306 270120 81908 268002 10746 254642 7412 2118 1707 411 8009 3317 2431 886 13360 2451 1770 681 4692 3606 1086

Tree=149
num_cat=0
split_feature=12 33 55 7 0 23 33 11 24 12 26 31 28 33 33 34 24 31 45 47 3 18 34 45 48 35 34 49 11 18
split_gain=21.4652 18.1743 14.6823 18.3511 18.3748 19.1209 15.6673 14.4597 16.5903 14.2106 13.6059 13.3128 12.5 14.583 13.2897 11.6056 11.311 11.0227 10.6859 11.6934 9.63675 11.5588 11.4801 9.4845 9.48354 8.63495 9.00756 8.62062 8.50929 7.5863
threshold=-0.29080538451671595 -0.38968080282211298 0.36563305556774145 -0.15514732152223584 -0.02560696471482515 -0.0014371092547662554 -0.38896885514259333 -0.63790020346641529 -0.042809372767806046 -0.26059690117835993 0.81041687726974498 -2.4528342485427852 0.17000621557235721 -0.16286209970712659 -0.28436762094497675 0.24529682844877246 0.69133934378623974 0.47808417677879339 -0.00089026900241151441 1.4361547231674197 -0.0075933365151286117 -0.020141409710049626 1.3685106635093691 1.0000000180025095e-35 -1.0866807401180265 -1.4156427979469297 -1.5214303731918333 2.7997524738311772 -0.26854605972766871 -0.020773985423147675
left_child=1 7 9 10 6 -6 -5 16 17 12 11 -4 13 -2 -14 -12 23 -9 27 -20 25 22 -22 -1 -23 -3 -27 -11 -10 -18
right_child=2 20 3 4 5 -7 -8 8 28 18 15 -13 14 -15 -16 -17 29 -19 19 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0045506731968885826 0.0016950825800094512 -0.02888791614613653 -0.047103427138947537 0.04340573663974176 -0.0025832803748391895 -0.00015046906684615854 0.0024727589930845844 -0.010567642825217775 0.0087486006516492975 0.0007404734248676008 0.0056363355570378561 0.0009074897975122427 0.0057199331757232536 0.0068760405274739464 -0.010134060909329034 0.023868433911929058 -0.014185362916783663 -0.02442065255098072 -0.00090940891587168806 0.0027006503054284566 0.003780020966642139 -0.02434272733093161 -0.025180272291286651 -0.016935091145531482 -0.004306344452741662 0.098897745396108544 0.017682609235008109 0.0085829639592417684 -0.0074424718334787374 -0.067976840280001533
leaf_weight=546.38195073604584 9064.6874298416078 13.365127600729464 20.202619180083275 32.845585972070694 25475.726753238589 20133.661785423756 3617.1459076106548 451.73784904927015 131.59901318699121 33942.567487731576 1294.7726647406816 4138.4202240854502 278.45968067646027 2389.7534355819225 542.87605624645948 134.12314438819885 35.328977182507515 358.70603169873357 34485.402263879776 3434.3705900460482 1042.8728970438242 101.92535129934549 49.929037380963564 82.289475619792938 425.57606744021177 4.9737698137760153 107.46710874885321 495.01945975422859 799.12415132671595 12.305430531501768
leaf_count=2572 38405 63 81 133 107728 83082 14707 2753 662 140011 5212 16680 1120 9854 2265 551 172 2016 143957 13910 4756 570 373 417 1776 24 447 2055 4552 53
internal_value=-0.000196181 -0.00437063 -7.15709e-05 -0.000823517 -0.00118699 -0.00150935 0.00284111 -0.00768348 -0.0105273 0.000415732 0.00238085 0.000674252 0.00227185 0.00277599 -0.00475904 0.00734769 -0.000361985 -0.016699 0.000100833 -0.000582448 0.000215988 -0.00100534 0.00245685 0.00173831 -0.00817783 0.015946 0.0212751 0.000853204 -0.00515315 -0.0280814
internal_weight=143644 4163.58 139480 54846.9 49259.4 45609.4 3649.99 2417.47 1741.17 84633.1 5587.52 4158.62 12275.8 11454.4 821.336 1428.9 676.306 810.444 72357.4 37919.8 1746.11 1620.3 1092.8 628.671 527.501 125.806 112.441 34437.6 930.723 47.6344
internal_count=600957 21206 579751 228174 205650 190810 14840 13197 9983 351577 22524 16761 51644 48259 3385 5763 3214 4769 299933 157867 8009 7475 5129 2989 2346 534 471 142066 5214 225

end of trees

feature_importances:
Column_6=330
Column_7=294
Column_28=292
Column_17=228
Column_8=196
Column_9=181
Column_23=160
Column_48=140
Column_1=124
Column_33=124
Column_0=122
Column_34=118
Column_16=117
Column_21=112
Column_55=112
Column_25=107
Column_24=97
Column_12=85
Column_11=83
Column_14=82
Column_31=80
Column_5=78
Column_46=77
Column_13=75
Column_18=70
Column_26=70
Column_29=70
Column_51=70
Column_19=64
Column_20=64
Column_2=59
Column_45=59
Column_3=56
Column_35=56
Column_47=54
Column_49=49
Column_4=44
Column_27=36
Column_50=32
Column_22=28
Column_15=27
Column_44=26
Column_53=26
Column_37=25
Column_38=17
Column_43=9
Column_52=8
Column_32=6
Column_54=3
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: 0.059]
[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=0.059 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=2489 2516 2615 2643 2521 2406 2606 2430 2612 2879 2546 2542 2443 2413 2409 2644 2450 2438 2803 2420 2895 2597 2702 2790 2701 2634 2501 2421 2315 2692 2339 2437 2451 2445 2350 2425 2436 2525 2359 2522 2869 2525 2513 3025 3034 2752 2855 2960 2951 2964 3069 3042 3040 2884 2840 2877 2960 2856 2947 2964 2761 2745 2869 2770 2763 2759 2663 2756 2474 2513 2402 2565 2485 2578 2959 2603 2763 2600

Tree=0
num_cat=0
split_feature=45 17 0 55 34 24 23 47 0 0 55 49 29 27 26 0 23 31 23 25 18 45 45 1
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 11.9108 0.0917659 1.45278 0.0378807 0.32812 4.3942 0.0249231 0.0297435 0.0174795 0.0457746 0.0168183 0.0186427 0.0113516 0.00939327 0.00858992 0.00956104 0.00800426 0.00581721 0.00535985
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 -0.030672303400933739 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 -1.6757296919822691 2.2350320816040044 0.16744337230920794 0.70929089188575756 0.02376531902700663 -0.050568621605634682 -1.2844281196594236 0.089464709162712111 -0.3590626567602157 0.15410324186086657 -0.092140045017003999 0.050698401406407363 0.012086161877959968
left_child=1 2 19 8 6 -6 7 -5 9 22 -11 12 -3 17 -15 23 -17 -13 -7 -1 -21 -8 -2 -10
right_child=3 11 -4 4 5 18 21 -9 15 10 -12 13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0011323445187251078 0.00011539831746520923 9.3464487460724494e-05 0.042440643856971542 0.01008708303894997 0.04076225176423115 9.2283631412777556e-05 0.00064277222531707924 0.00010212483560590119 9.6526358708182234e-05 0.011843366476516647 0.00011681916972218693 0.00044551370044670208 0.0027720110466616528 0.00025159374954777757 -0.002972043803068414 -0.0012078804808153606 5.1081968108906816e-05 6.9062325071404741e-05 -0.001147652385275712 0.00037754785709654559 -0.0011427310813548128 7.756909343972658e-05 -1.0960831650544482e-05 7.3245831089930769e-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=9.95069e-05 0.000514121 0.0084303 9.79297e-05 0.000221074 0.00159176 0.000134029 0.000707954 9.54613e-05 0.000170688 0.000973292 0.000134144 0.00134037 0.000100297 -0.000822952 9.24073e-05 4.93541e-05 0.000132181 5.1015e-05 0.000135095 -0.000230564 8.2579e-05 0.000107134 9.48727e-05
internal_weight=587687 2227 102 585460 11505 687 10818 890 573955 22392 1643 2125 58 2067 69 551563 29874 1998 661 82 60 9928 20749 521689
internal_count=587687 2227 102 585460 11505 687 10818 890 573955 22392 1643 2125 58 2067 69 551563 29874 1998 661 82 60 9928 20749 521689

Tree=1
num_cat=0
split_feature=45 17 33 55 34 24 33 47 0 0 55 6 49 21 27 26 0 21 31 4 45 14 27 3
split_gain=0.0977533 1.70399 7.80353 0.0452703 0.349179 10.5468 0.122477 2.49512 0.0335426 0.290544 3.89098 0.0241342 0.022069 0.0277479 0.0154777 0.0405326 0.0149091 0.0163604 0.0100516 0.00712345 0.00515103 0.00475091 0.00394485 0.0032079
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 6.0551392380148179e-05 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.70929089188575756 0.025386652909219268 5.3197524547576913 -1.2844281196594236 -0.17835853993892667 0.050698401406407363 0.35130810737609869 0.089672453701496138 0.16409748047590259
left_child=1 2 -1 8 6 -6 23 -8 9 20 -11 19 13 -3 18 -16 21 -18 -14 -4 -2 -10 -7 -5
right_child=3 12 11 4 5 22 7 -9 16 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.039886131545596677 1.1640595871060639e-05 0.00022812589323554052 -0.00077998755393782627 -1.8536814834106608e-05 0.038260330286450109 -1.9199836377920247e-05 0.017432651397453446 -4.121536558528475e-06 -6.8799213197576946e-06 0.01104765893229487 1.2977615338077573e-05 -0.0021947788527689961 0.00032227915234071765 0.0029431547946645875 0.0001398004984733669 -0.0028936425508404879 -4.7781954997130958e-05 -0.00051623536965630695 -3.196159533689188e-05 0.00058374053419393021 -0.00010726337043121494 -4.3401578321825663e-05 -0.00074738460023783971 -0.00071610865478325401
leaf_weight=21 19392 38 20 10167 26 634 30 598 511210 120 1523 21 335 20 46 23 27384 262 1663 40 1357 12707 27 23
leaf_count=21 19392 38 20 10167 26 634 30 598 511210 120 1523 21 335 20 46 23 27384 262 1663 40 1357 12707 27 23
internal_value=-3.31325e-06 0.000386838 0.00783596 -4.79733e-06 0.000111082 0.0014009 2.91718e-05 0.000828845 -7.12014e-06 6.36684e-05 0.000818919 -0.000473339 2.92801e-05 0.00116434 -2.5697e-06 -0.000871347 -9.99397e-06 -5.22215e-05 2.74331e-05 0.000129165 3.86419e-06 -7.76571e-06 -4.89441e-05 -2.01113e-05
internal_weight=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 81 2125 58 2067 69 551563 27646 1998 60 20749 523917 661 10190
internal_count=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 81 2125 58 2067 69 551563 27646 1998 60 20749 523917 661 10190

Tree=2
num_cat=0
split_feature=45 17 24 23 49 2 45 47 23 31 23 26 24 49 17 27 26 13 28 21 31 27 51 23 45
split_gain=0.0865587 1.50885 7.47424 0.0354644 0.208135 8.09182 20.4487 0.0572846 0.972596 0.0320344 2.84235 13.0943 0.0267593 0.0195417 0.0252991 0.0137052 0.0358908 0.0122991 0.0106496 0.00995022 0.00890049 0.00859985 0.00776895 0.00753438 0.00414427
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 0.018759440630674366 -1.256108224391937 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.70996257662773121 0.24980354309082034 -1.6757296919822691 0.18783452361822131 0.16744337230920794 0.70929089188575756 0.25719563663005834 0.00021433391520986336 1.6111459732055666 -1.2844281196594236 -0.17727538943290708 3.3942130804061894 0.072871152311563506 0.064614940434694304
left_child=1 2 12 4 5 24 -7 8 -6 17 11 -11 18 14 -3 20 -17 21 -1 -19 -15 -5 -9 -12 -2
right_child=3 13 -4 9 7 6 -8 22 -10 10 23 -13 -14 15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00060707126267992983 3.2029420782004984e-05 9.6749595819606575e-05 0.038740306368072019 0.00035324702176375681 -4.053437439648166e-05 0.070770865754742771 -0.00023649204979134687 -5.6952918205824807e-06 0.0068663936636237004 0.052708531542700617 -2.2316595665982513e-05 -0.00012337573785440285 0.00099769410770386441 0.00030326467993504249 0.0026157071608100997 0.0001315522609764467 -0.002722917531525878 -3.3116754898107823e-05 -0.0021926403613217794 -0.00018004540852177605 -3.0075853876118513e-05 -6.8262385261266324e-06 -0.00027851428165708508 -0.00040010649311582027 -0.00032636276818811893
leaf_weight=29 2331 35 21 231 1072 20 48 23702 76 20 6628 89 22 335 23 46 23 44826 30 1664 1663 504077 369 189 118
leaf_count=29 2331 35 21 231 1072 20 48 23702 76 20 6628 89 22 335 23 46 23 44826 30 1664 1663 504077 369 189 118
internal_value=-3.11777e-06 0.000364015 0.00737364 -4.51429e-06 6.06016e-05 0.000572195 0.020648 9.54167e-06 0.000416719 -7.75255e-06 0.000118345 0.00957055 -0.000758457 2.75526e-05 0.00109565 -2.41808e-06 -0.000819938 -9.33815e-06 -0.00141329 -3.83757e-05 2.58146e-05 -6.66131e-06 -9.87751e-06 -3.27907e-05 1.4761e-05
internal_weight=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 81 2125 58 2067 69 550798 59 46490 1998 504308 24071 6817 2449
internal_count=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 81 2125 58 2067 69 550798 59 46490 1998 504308 24071 6817 2449

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 35 46 17 13 46 18 21 50 4 33 21 13 1 46 46 21 29
split_gain=0.03944 0.294797 13.5452 0.105374 2.08389 0.0330272 0.226717 3.36598 24.9722 0.206798 4.05266 0.0190292 0.014507 0.0131291 0.0153211 0.0142405 0.0075516 0.00596255 0.00553763 0.00273619 0.0142967 0.00211808 0.00199957 0.00120548 0.00113063
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 -0.48450598120689387 0.12199990078806879 -0.8243863284587859 -1.3210638761520384 0.075994964689016356 0.012097868602722885 5.3197524547576913 -1.2714294791221616 -0.25643424689769739 6.7063963413238534 1.6111459732055666 0.11671986430883409 0.0096852886490523833 -0.16873382776975629 0.020757593214511875 1.6111459732055666 1.167691767215729
left_child=5 2 12 16 -5 6 9 24 -9 17 -11 -6 22 19 18 -16 -3 -1 -15 20 -7 -18 -2 -21 -8
right_child=1 3 -4 4 11 13 7 8 -10 10 -12 -13 -14 14 15 -17 21 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=-7.8866449431556214e-07 -3.7354419827992115e-05 -0.0010716874223083627 0.045820276099443176 0.015430082763494283 0.00056540815314898882 -5.7634482359878678e-06 -7.1198293977674947e-06 0.070536159703103105 -3.9520109055480386e-05 0.017766149385901604 -3.8625935812759983e-05 -0.00014148370086509873 -0.0014827085839536861 -3.4462862241826451e-05 -0.0012045131223160832 -0.00024476236259711849 0.00030429213410907856 -0.00023728395939534775 -0.00015136691345056275 -1.6383559585469835e-05 0.00014111751016434955 -2.61066996622225e-05 -0.00038952164482406419 -9.9925939066949869e-05 -0.00038461962263026597
leaf_weight=47863 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 374 1465 76626 2320 10012 61 606 28
leaf_count=47863 702 24 23 32 177 405455 2024 20 137 47 837 528 26 37906 68 258 68 374 1465 76626 2320 10012 61 606 28
internal_value=-2.93382e-06 0.000104528 0.00118883 2.33122e-05 0.000704391 -5.10774e-06 4.00607e-05 0.000624775 0.00895101 1.37657e-05 0.000908008 3.59913e-05 -0.00011221 -9.52641e-06 -4.21482e-05 -0.000444956 -2.63667e-05 -2.6223e-06 -3.88129e-05 -6.85637e-06 -4.92778e-06 -2.38778e-05 -6.55093e-05 -1.70391e-05 -1.22709e-05
internal_weight=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 789 524704 39697 326 10104 48237 39371 485007 407775 10080 763 77232 2052
internal_count=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 789 524704 39697 326 10104 48237 39371 485007 407775 10080 763 77232 2052

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 47 0 0 55 27 26 31 33 33 0 21 55 55 29 14 27 46
split_gain=0.07416 0.595055 9.68121 0.035138 0.305015 9.23392 0.0981288 1.97577 0.0264053 0.250897 3.40515 0.0223433 0.0381564 0.0141776 0.0167366 0.0115008 0.011476 0.0132782 0.00908417 0.00778758 0.00498468 0.00394586 0.00328555 0.00321267
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 0.16744337230920794 0.70929089188575756 -1.2844281196594236 3.5300124883651738 5.0220639705657968 0.022381779737770561 5.3197524547576913 1.3430547714233401 -0.65614864230155934 3.1276371479034428 0.35130810737609869 0.089672453701496138 0.075994964689016356
left_child=1 11 -3 8 6 -6 23 -8 9 20 -11 13 -13 14 -1 19 21 -18 -15 -4 -2 -10 -7 -5
right_child=3 2 15 4 5 22 7 -9 16 10 -12 12 -14 18 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00018333775045727011 5.399611082991021e-06 0.042438352620679229 0.0005587435424811634 -1.8113516075470943e-05 0.035792545953622232 -2.5927321504656561e-05 0.015512359898820674 -3.9552020690404903e-06 -5.7499229163312021e-06 0.010327413230903524 4.5904918031762154e-06 5.4897305308652383e-05 -0.0029288396925944834 -0.00014728565078780828 0.00145824789437295 0.0011038891493666532 -3.9469989824057785e-05 -0.00045574709925485504 0.0002446105115185766 -0.0003037958667842584 -0.00019487924005150332 -4.0011896529036841e-05 -0.00069048108324555124 -0.00026558702929623229
leaf_weight=285 20307 20 44 10004 26 634 30 598 507646 120 1523 37 25 1290 41 28 31671 269 245 212 442 11977 27 186
leaf_count=285 20307 20 44 10004 26 634 30 598 507646 120 1523 37 25 1290 41 28 31671 269 245 212 442 11977 27 186
internal_value=-2.76073e-06 0.000337062 0.00276268 -4.05336e-06 9.80377e-05 0.00130353 2.14826e-05 0.00073727 -6.09979e-06 5.67075e-05 0.00075854 -4.63959e-05 -0.00114822 -9.68807e-06 0.000343679 -3.13772e-05 -8.6496e-06 -4.29759e-05 -8.47354e-05 -0.000155547 1.13322e-06 -6.53964e-06 -5.30725e-05 -2.26307e-05
internal_weight=587687 2227 304 585460 11505 687 10818 628 573955 22392 1643 1923 62 1861 326 284 551563 31940 1535 256 20749 519623 661 10190
internal_count=587687 2227 304 585460 11505 687 10818 628 573955 22392 1643 1923 62 1861 326 284 551563 31940 1535 256 20749 519623 661 10190

Tree=5
num_leaves=24
num_cat=0
split_feature=15 51 33 49 8 55 34 34 24 33 47 19 49 29 46 49 33 12 16 4 31 27 12
split_gain=0.139829 23.559 42.7714 2.51044 7.66097 0.0424202 0.35356 10.9452 0.266974 0.161638 2.52145 0.0292611 4.37538 14.45 0.0244658 0.238699 0.0158878 0.0183115 0.0152802 0.00660275 0.00496988 0.00460827 0.0039259
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 0.045251322910189636 2.0211037397384648 1.468370318412781 1.4774639606475832 -0.88231047987937916 0.50690898299217235 -1.256108224391937 0.089487399905920043 0.82905498147010814 1.3162586092948916 -0.046981150284409516 -1.3179033398628233 1.8969854712486269 3.7603465318679814 0.37658986449241644 -0.14124661684036252 0.32970149815082556 0.027098028920590881 1.4831923842430117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 11 9 -8 -9 22 -11 14 18 -14 15 -1 19 -18 -13 -5 -6 -16 -7
right_child=1 3 -4 16 20 6 7 8 -10 10 -12 12 13 -15 21 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00061908336470416659 -5.0582996620657167e-05 0.042059592196957776 0.10756043299055837 0.00080702696202360766 -0.00065860039851438205 -1.2790523509527969e-05 0.038205791370086915 -0.0068217757000100044 -3.3818922257238921e-05 0.020147563590911095 0.00017523552058867244 -1.1094816302592374e-05 0.057277640250406686 3.1208859018293689e-05 -5.9172389459280432e-06 -4.1690219541721417e-06 -9.740924826347403e-05 -0.00058077550318216071 -0.00028212777169764612 -2.8885120980184806e-05 0.00043722587126540017 -3.3709961998734001e-05 -0.00044704697638227201
leaf_weight=2347 36 20 20 33 34 9957 27 21 510 23 508 6555 20 66 509361 24146 882 395 814 10176 25 21650 73
leaf_count=2347 36 20 20 33 34 9957 27 21 510 23 508 6555 20 66 509361 24146 882 395 814 10176 25 21650 73
internal_value=3.59656e-06 0.000206221 0.0383819 2.13667e-05 0.0105029 -4.90903e-07 0.000113632 0.00156102 -0.000302269 3.71578e-05 0.00104033 -2.73697e-06 0.000113378 0.0133443 -4.28967e-06 5.10446e-05 -5.07247e-05 -0.000246923 -4.10339e-05 -2.61831e-05 -0.000194267 -7.05038e-06 -1.59511e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 11486 1277 7369 10209 59 531011 10030
internal_count=587699 11621 56 11565 79 576078 11119 558 531 10561 531 564959 7455 86 557504 26493 11486 1277 7369 10209 59 531011 10030

Tree=6
num_cat=0
split_feature=45 47 3 17 33 16 51 6 23 49 2 47 31 23 2 45 25 49 33 51 13 33 0 33 45
split_gain=0.146292 1.26141 10.2176 0.457763 9.18211 0.0794429 5.70115 59.8044 0.0351663 0.175928 8.67155 0.060385 0.0316629 2.74478 0.0269998 0.0253131 0.0154403 0.014213 0.0126198 0.0170616 0.0121277 0.00922728 0.00856638 0.00667891 0.00474399
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 0.47032849490642553 -0.044410638511180871 0.6756977140903474 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 0.16301129013299945 -0.17180078476667401 1.4929645061492922 -0.72152602672576893 4.1410574913024911 1.3912253975868227 1.5329554677009585 0.091934453696012511 0.022381779737770561 0.85602346062660228 0.16386169940233233
left_child=1 2 -1 4 -3 8 7 21 9 10 -2 -11 22 -14 17 -6 -16 -5 24 -20 23 -7 -10 -4 -8
right_child=5 3 20 14 15 6 18 -9 12 11 -12 -13 13 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.035528888058884545 -1.115427002734371e-05 0.040956164578437163 0.00018214367480639661 0.00030766315263308614 -0.0013420886494452133 1.1398080514621912e-05 -4.1629138492731318e-05 0.10683499243998157 -5.636011851978715e-06 0.00045838119924954639 0.023082341646842214 -8.2999254972859503e-06 0.0096785902119176943 -2.8612581514813479e-05 -0.00056104785326315323 -0.000120464683734915 -0.0023431802722625435 -4.3313814989670289e-06 0.00023025933232539988 -0.00056541149256484854 0.0012126542790666139 -0.0013237023433261583 -3.9376765742198522e-05 -0.00052493513677497375 0.00011659422720009927
leaf_weight=32 2346 20 152 559 95 182 8814 20 512572 1013 58 20430 103 6514 110 156 20 5601 130 337 31 20 27604 67 713
leaf_count=32 2346 20 152 559 95 182 8814 20 512572 1013 58 20430 103 6514 110 156 20 5601 130 337 31 20 27604 67 713
internal_value=3.38436e-06 0.000274588 0.00413841 0.000108517 0.00248278 1.89337e-07 0.000163264 0.00951487 -2.73014e-06 6.74039e-05 0.00054601 1.37468e-05 -5.78886e-06 0.000122489 6.22333e-06 -0.000582832 -0.000835222 2.39811e-05 -4.44664e-05 -0.000343919 0.00012043 -0.00012079 -7.36023e-06 -3.41772e-05 -2.97877e-05
internal_weight=587699 6843 282 6561 271 580856 10216 222 570640 23847 2404 21443 546793 6617 6290 251 130 6160 9994 467 250 202 540176 219 9527
internal_count=587699 6843 282 6561 271 580856 10216 222 570640 23847 2404 21443 546793 6617 6290 251 130 6160 9994 467 250 202 540176 219 9527

Tree=7
num_cat=0
split_feature=15 51 55 5 18 55 46 26 9 46 14 13 24 23 23 33 23 34 24 33 20 55 11
split_gain=0.124858 20.607 44.1526 3.46695 6.52742 0.0358032 0.325968 2.39658 12.8596 1.57271 0.0249556 1.58049 16.9404 0.0177182 0.305554 0.0145083 0.0263916 0.0133791 0.0729278 0.00800005 0.00512096 0.0045295 0.00433935
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.08623185753822328 2.0211037397384648 0.014997302554547788 -1.0894942879676817 0.0037895708810538058 0.015600943937897684 0.47881264984607702 -0.054623955860733979 -1.1577145457267759 -0.034202711656689637 -0.036138864234089844 1.8969854712486269 0.11360239237546922 1.468370318412781 -0.55068293213844288 3.5300124883651738 0.037972055375576026 1.8804200887680056 -0.29669740796089167
left_child=5 2 -2 4 -3 10 17 8 -8 -9 13 12 -12 14 -1 21 -17 19 -19 -7 -15 -5 -13
right_child=1 3 -4 15 -6 6 7 9 -10 -11 11 22 -14 20 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-1.0851160666912022e-05 0.10618523474514623 -0.00034747701637418988 -0.0031494571722711648 -1.6626053884427322e-05 0.04169133908817893 -1.6691093555998855e-05 0.052053078485195685 0.011027384171683578 -0.00071164508030002564 -5.3750148854287531e-05 0.056807444964393286 -0.00033751184077257751 -1.9367793368896207e-05 -5.3151138721018994e-06 0.00085623426031136577 -0.00010112820030484743 -0.0007661343299839743 -0.0037572016122791132 -0.00016874343844557521 0.00084115112036924023 -3.544206250847772e-05 -0.00018935828240280862 -2.9175088095617719e-05
leaf_weight=21372 20 36 36 9671 20 9141 20 46 82 1449 20 162 210 513000 1515 1018 261 21 322 38 20422 559 8258
leaf_count=21372 20 36 36 9671 20 9141 20 46 82 1449 20 162 210 513000 1515 1018 261 21 322 38 20422 559 8258
internal_value=3.18469e-06 0.000194655 0.0358986 2.17697e-05 0.0146664 -6.7778e-07 0.000104167 0.000884209 0.00963438 0.000287208 -2.74124e-06 9.67025e-05 0.00492209 -4.28749e-06 4.65454e-05 -4.94875e-05 -0.000236833 -2.66589e-05 -0.000388445 -1.31397e-05 -6.46852e-06 -2.60647e-05 -3.51075e-05
internal_weight=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 556309 22887 11509 1279 9522 343 9179 533422 10230 8420
internal_count=587699 11621 56 11565 56 576078 11119 1597 102 1495 564959 8650 230 556309 22887 11509 1279 9522 343 9179 533422 10230 8420

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 34 9 55 2 21 0 23 55 0 25 45 13 45 49 13 27
split_gain=0.123304 1.09319 12.6643 0.399841 7.96561 0.107033 2.21091 62.8209 0.299148 2.34591 0.0359443 0.0276108 0.0249013 0.0194984 0.0186323 0.294337 5.20222 0.0140296 0.0131374 0.0107389 0.00983331 0.00870892 0.0147271 0.00958486 0.00673272
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 0.0027698653284460311 -0.86687135696411122 0.16301129013299945 5.3197524547576913 -0.034956371411681168 -0.036138864234089844 -1.3123381733894346 0.038437766954302795 1.4929645061492922 0.064614940434694304 0.67603379487991344 0.16386169940233233 0.59050405025482189 0.51408746838569652 0.06378022208809854
left_child=1 2 -1 4 11 14 8 -8 9 -7 -4 -3 13 -5 15 24 -17 -10 -14 -9 -12 23 -23 -16 -2
right_child=5 3 10 12 -6 6 7 19 17 -11 20 -13 18 -15 21 16 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.043082012073454488 -1.0164342034817064e-05 -0.00151918926333409 -0.0019853358087766537 -5.2499643828376431e-06 0.037217288338428176 0.00022943645861568421 0.10646558949395657 -7.4053373213536644e-05 -1.9953538684597468e-05 0.0088532013207094015 -0.00013771186598102988 -0.00018998480975685128 -0.0005534034231137908 0.00047638032796686427 -5.8554518495280152e-06 0.015021952729010036 -2.6311507919299338e-05 -0.000162788200305528 -0.0021972697929944843 -0.0011181839482317601 0.00070242679394838157 6.5866601769003737e-05 0.00062602630882031634 -5.1300550547423629e-05 -0.0002475411078033557
leaf_weight=26 16041 80 32 5852 21 2056 20 468 15933 116 153 170 110 308 523252 85 1351 2817 20 37 71 1398 185 16670 427
leaf_count=26 16041 80 32 5852 21 2056 20 468 15933 116 153 170 110 308 523252 85 1351 2817 20 37 71 1398 185 16670 427
internal_value=2.99679e-06 0.000251983 0.00384895 9.73804e-05 0.00231635 6.35145e-08 0.000129411 0.00391101 3.45186e-05 0.000690006 -0.000135658 -0.00061533 1.77783e-06 1.88316e-05 -4.8955e-06 5.43215e-05 0.000864428 -4.1413e-05 -0.000806306 -0.000150554 0.000128582 -6.85342e-06 0.000131331 -7.25856e-06 -1.63193e-05
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 2172 256 250 6290 6160 559409 17904 1436 18750 130 505 224 541505 1583 539922 16468
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 2172 256 250 6290 6160 559409 17904 1436 18750 130 505 224 541505 1583 539922 16468

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 24 17 3 17 24 31 23 34 23 55 33 16 49 33 51 27 0 0 49 17 24 51
split_gain=0.109184 0.554602 16.3192 38.7881 0.0840028 13.6037 50.7433 0.0438105 0.0471144 0.0327143 0.0819085 0.02886 1.64665 13.4224 0.0223644 0.173022 0.0223594 0.0195646 0.0167066 0.0331622 0.0166581 0.0110197 0.00840497 0.00623975 0.0123789 0.00154522 0.00134646 0.00131232
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 2.1598320007324223 0.024630161002278331 1.6445183753967287 -0.80106624960899342 0.084037646651268019 -0.8243863284587859 1.4374936223030093 2.102653026580811 -0.0097320508211851103 1.4254998564720156 -0.030672303400933739 -1.3123381733894346 -0.038850925862789147 1.2757623791694643 -0.602250576019287 1.7446963191032412 3.3942130804061894 0.16744337230920794 0.022381779737770561 0.019731597974896434 3.2145640850067143 -0.46875013411045069 -0.74846577644348133 -0.23708871006965634
left_child=1 9 3 -3 11 6 -6 8 -4 10 16 14 13 -13 15 -2 -1 -14 19 -11 -20 -9 -16 26 -25 -5 -7 -8
right_child=4 2 7 25 5 23 27 21 -10 18 -12 12 17 -15 22 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.0021085793830798536 0.00059203278273695992 0.098519614407229797 -0.00058504848713674513 0.00015621733746374957 0.10588906592723628 -0.00027960623741201329 -9.2338275000601036e-06 5.6043500631877485e-05 -0.003709902507110118 9.7683007990536082e-05 -0.0043534228444710599 -0.00084270303243165836 -2.8904725568517255e-05 0.051214488678402267 -4.916949435512993e-06 5.9832878043809295e-06 -0.0001464096547471602 0.0015341661878293443 -1.0628626323878448e-05 0.0013540146553797925 -0.0003899717456806969 -0.00053284921174282147 -3.71531852282927e-05 -0.00011184494501107671 -0.00078715814713940172 -0.00053955772965447982 -2.4830552713735797e-05 -0.00054174711023267713
leaf_weight=23 1897 20 71 20 20 73 49 1185 22 459 20 125 6252 20 510547 23202 167 28 4176 87 446 122 29798 2073 99 25 6649 24
leaf_count=23 1897 20 71 20 20 73 49 1185 22 459 20 125 6252 20 510547 23202 167 28 4176 87 446 122 29798 2073 99 25 6649 24
internal_value=2.81998e-06 0.000237116 0.0012548 0.0301543 5.97676e-08 0.00017904 0.0226272 -8.6966e-05 -0.00132426 -4.01065e-05 -0.000761982 -2.75293e-06 0.000121587 0.0063376 -4.16578e-06 5.02773e-05 -0.000383935 -2.19356e-05 -1.07734e-05 0.000297868 -4.72333e-05 1.07417e-06 -6.69466e-06 -5.56884e-05 -0.000142626 -0.000230324 -2.75974e-05 -0.000184307
internal_weight=587699 6843 1465 65 580856 8987 93 1400 93 5378 210 571869 6425 145 565444 25099 190 6280 5168 546 4622 1307 540345 8894 2172 45 6722 73
internal_count=587699 6843 1465 65 580856 8987 93 1400 93 5378 210 571869 6425 145 565444 25099 190 6280 5168 546 4622 1307 540345 8894 2172 45 6722 73

Tree=10
num_cat=0
split_feature=15 51 25 16 9 46 46 55 31 15 19 3 15 33 22 29 23 16 55 45 16 51 55 23
split_gain=0.109184 20.3249 40.6845 1.14269 8.36859 0.0211145 0.211854 2.20075 24.2632 0.0449197 0.526026 0.0192883 0.0164551 0.0130593 0.0166337 0.0128107 0.00990448 0.0252807 0.00735829 0.00651997 0.00472377 0.012329 0.0040391 0.00271654
threshold=0.55725386738777172 -0.044410638511180871 0.42872373759746557 -0.82018077373504628 0.023976352997124199 -0.046981150284409516 -0.049751374870538705 -1.3123381733894346 -1.2051209807395933 0.29597815871238714 -0.0064851415809243909 0.069238498806953444 0.97922730445861828 4.1410574913024911 1.2451480031013491 0.26526831090450292 -0.20092472434043882 0.31612175703048712 2.0211037397384648 0.16386169940233233 0.47032849490642553 -0.048838386312127106 2.1799244880676274 -0.13942492008209226
left_child=5 2 -2 4 -3 6 9 8 -8 11 -11 -1 -6 19 -15 20 17 -17 -18 -5 22 -22 -7 -9
right_child=1 3 -4 13 12 15 7 23 -10 10 -12 -13 -14 14 -16 16 18 -19 -20 -21 21 -23 -24 -25
leaf_value=-1.3839389150568238e-05 0.1029485450368149 0.040650361702279765 -0.0049848630317804151 -5.1058030815812309e-05 0.00017641436402975099 -5.7044251367590708e-06 0.066515859765298946 -0.00068402757630835925 -8.6901729915503961e-05 0.0047173177933969536 -1.5819972162139439e-06 -0.0012791540253579332 -0.0011884642915855558 -8.3896925037631886e-05 -0.00075876906339131483 -0.0002369280038876154 -3.5757116462000691e-05 -0.0024321879433933644 -0.00023732929061078239 0.00012285703792499684 -0.00073398110983842132 -5.8031888559691375e-05 4.3903585892374631e-05 -9.5340882534785799e-06
leaf_weight=28064 20 20 31 10037 62 502347 21 21 204 89 1081 42 61 343 202 210 34905 20 642 811 108 721 5779 2037
leaf_count=28064 20 20 31 10037 62 502347 21 21 204 89 1081 42 61 343 202 210 34905 20 642 811 108 721 5779 2037
internal_value=-1.44505e-06 0.000177872 0.037342 1.35721e-05 0.00525489 -5.05044e-06 4.18688e-05 0.000589277 0.00612936 -8.19167e-07 0.000357377 -1.57302e-05 -0.000500477 -5.22146e-05 -0.000334033 -7.7687e-06 -4.18947e-05 -0.00042782 -3.93976e-05 -3.80561e-05 -5.36981e-06 -0.000146093 -5.14023e-06 -1.64167e-05
internal_weight=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 123 11393 545 544732 35777 230 35547 10848 508955 829 508126 2058
internal_count=587878 11587 51 11536 143 576291 31559 2283 225 29276 1170 28106 123 11393 545 544732 35777 230 35547 10848 508955 829 508126 2058

Tree=11
num_cat=0
split_feature=32 51 50 49 33 16 9 46 49 3 26 32 49 27 3 7 20 52 55 26 23 13 55 16
split_gain=0.0966801 17.9973 40.7737 1.93071 7.67888 0.0216607 0.0302006 0.0186965 0.195874 8.59319 19.3466 0.0392757 0.919916 0.0169878 0.0169451 0.0168671 0.0115977 0.0110394 0.0109915 0.0146292 0.00801228 0.00430356 0.0093042 0.00475646
threshold=0.55725386738777172 -0.044410638511180871 0.61834242939949047 -0.12514873594045636 -0.14344689249992368 -0.82018077373504628 0.024730357341468338 -0.046981150284409516 -1.3179033398628233 -0.019768025726079937 -1.0118052959442136 0.29597815871238714 -0.24442419409751889 -0.12079723551869391 0.069238498806953444 0.070422995835542693 0.028632787056267265 -0.57468977570533741 2.0211037397384648 -1.0894942879676817 -0.20092472434043882 0.18134926259517672 2.1799244880676274 0.47032849490642553
left_child=7 2 -2 4 -3 6 -5 8 9 13 -11 14 -13 -1 -10 -6 21 -7 20 -20 -18 22 -9 -23
right_child=1 3 -4 5 15 17 -8 16 11 10 -12 12 -14 -15 -16 -17 18 -19 19 -21 -22 23 -24 -25
leaf_value=0.00063002664913933549 -0.007234405839154797 0.040858692663705731 0.10081724196390715 -0.0028453866944071794 -0.0019243464910735685 0.0013394523287523043 -0.00042006794041314302 -4.4960651092739292e-06 -1.9500737644348936e-05 -0.00024403879915559605 0.069994463918358091 0.0078491854102282765 -2.6315820603097678e-05 -1.7627402369641958e-05 -0.0011916421489420531 1.2451269742774053e-05 -0.0003940943666602834 -4.7921930506573754e-05 -0.0011480818299093119 -0.00019589713887208909 -3.8039248188514167e-05 -1.9858113343826114e-05 7.8725099367815289e-05 -0.00019096758411504033
leaf_weight=149 31 20 20 21 24 20 120 464495 27455 43 20 54 1176 2619 43 45 222 11286 66 377 24440 49836 4724 572
leaf_count=149 31 20 20 21 24 20 120 464495 27455 43 20 54 1176 2619 43 45 222 11286 66 377 24440 49836 4724 572
internal_value=-1.35979e-06 0.000167378 0.0351388 1.27714e-05 0.0086691 -5.45312e-05 -0.000781286 -4.75246e-06 3.93985e-05 0.000507631 0.0220539 -6.74341e-06 0.000319438 1.72355e-05 -2.13337e-05 -0.000661218 -7.31035e-06 -4.54677e-05 -4.64766e-05 -0.000337758 -4.12444e-05 -5.41809e-06 -3.65821e-06 -2.17998e-05
internal_weight=587878 11587 51 11536 89 11447 141 576291 31559 2831 63 28728 1230 2768 27498 69 544732 11306 25105 443 24662 519627 469219 50408
internal_count=587878 11587 51 11536 89 11447 141 576291 31559 2831 63 28728 1230 2768 27498 69 544732 11306 25105 443 24662 519627 469219 50408

Tree=12
num_cat=0
split_feature=15 51 8 5 14 49 5 46 46 49 2 15 49 17 29 20 55 55 47 4 16 6 55
split_gain=0.0856084 15.9363 39.7725 3.24192 6.09842 0.023591 0.027942 0.0165554 0.183409 2.1736 25.436 0.0357253 0.833069 0.0125903 0.0102865 0.00836235 0.00636987 0.00617559 0.00872966 0.00500456 0.00382324 0.0148818 0.0030332
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.29874807596206659 0.5882677733898164 -0.12514873594045636 0.48079980909824377 -0.046981150284409516 -0.049751374870538705 -1.3179033398628233 -0.0071547953411936751 0.29597815871238714 -0.24442419409751889 -0.80106624960899342 0.26526831090450292 0.29121379554271704 -1.3571162819862364 2.0211037397384648 -1.256108224391937 -0.10667189210653304 0.47032849490642553 0.6756977140903474 2.1799244880676274
left_child=7 2 -2 4 -3 6 -5 8 11 10 -10 15 -13 -7 20 -1 -11 19 -19 -16 22 -22 -9
right_child=1 3 -4 5 -6 13 -8 14 9 16 -12 12 -14 -15 17 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-1.0878969314251919e-05 0.097932698997855172 0.040267968720431965 -0.0087841426609985354 -0.002957678976468731 -0.0012630276530517222 -0.00035623662168248301 -0.0004447059662440972 -5.0118203589490695e-06 -0.00028949521554936001 -0.00037146008182778511 0.069559545726976646 0.0075442974487775899 -2.6138293814996976e-05 -3.4707475100304203e-05 -8.281451181070109e-05 -0.00022047914209598514 -9.5201482175892575e-06 -0.0012769104202375624 -0.00017352239919898418 -2.3938575607819286e-05 -2.9996090896717384e-05 -0.00074799633156782453 3.7977432806535503e-05
leaf_weight=27427 20 20 31 20 32 441 67 502347 196 186 20 53 1117 10956 6077 679 1881 26 624 29050 712 117 5779
leaf_count=27427 20 20 31 20 32 441 67 502347 196 186 20 53 1117 10956 6077 679 1881 26 624 29050 712 117 5779
internal_value=-1.27957e-06 0.000157503 0.0330656 1.20179e-05 0.0147104 -5.45371e-05 -0.0010224 -4.47207e-06 3.7074e-05 0.000546409 0.00617801 -2.64488e-06 0.000316796 -4.71489e-05 -6.87904e-06 -1.59426e-05 -4.20895e-05 -3.74586e-05 -0.000217658 -3.41242e-05 -4.72944e-06 -0.00013133 -4.5229e-06
internal_weight=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1170 11397 544732 28106 2067 35777 650 35127 508955 829 508126
internal_count=587878 11587 51 11536 52 11484 87 576291 31559 2283 216 29276 1170 11397 544732 28106 2067 35777 650 35127 508955 829 508126

Tree=13
num_cat=0
split_feature=15 51 28 5 9 49 5 23 49 7 28 23 47 27 21 0 29 12 21 3 35 0 22
split_gain=0.0758046 14.1113 39.71 2.87066 5.91538 0.0208894 0.0247421 0.0178026 0.165905 6.50476 21.0111 0.0496648 0.9434 0.0191785 0.00981427 0.00971396 0.0100826 0.0263766 0.0123373 0.00953838 0.0104074 0.00814939 0.00556565
threshold=0.55725386738777172 -0.044410638511180871 0.022439152002334598 -0.29874807596206659 0.042827455326914794 -0.12514873594045636 0.48079980909824377 -0.030672303400933739 -1.3179033398628233 0.020215564407408241 -0.0035241957521066065 -0.032262491062283509 -1.256108224391937 -0.17727538943290708 1.6111459732055666 -0.13058857619762418 0.52313467860221874 0.89294114708900463 7.5341277122497567 -0.068303842097520814 -0.3301596194505691 0.065223217010498061 1.6656646132469179
left_child=7 2 -2 4 -3 6 -5 8 9 13 -11 21 -13 -1 -7 19 17 -17 -18 20 -9 -10 -21
right_child=1 3 -4 5 -6 14 -8 15 11 10 -12 12 -14 -15 -16 16 18 -19 -20 22 -22 -23 -24
leaf_value=0.00080590053988424996 0.095930819002166379 0.039013593820453385 -0.010702100219144943 -0.0027831759371328992 -0.00188940600418573 -2.5419373274657754e-05 -0.00041846829535643334 0.00055147567840120408 -2.4834605437294384e-05 0.069424419803944232 -0.00040383058877911632 0.0071142938923857233 6.0064984192488078e-06 -7.142729662320822e-05 -0.00020257022675302343 -5.8650327915313114e-06 -4.5439476099175326e-05 0.00022389822949920172 -0.00079374556723028097 0.00059531572763543488 -0.0010201804592041299 -0.0011876231913861592 0.0019552193424971849
leaf_weight=90 20 20 31 20 32 10178 67 55 23259 20 60 68 1470 2391 1219 527645 19328 1745 77 22 20 21 20
leaf_count=90 20 20 31 20 32 10178 67 55 23259 20 60 68 1470 2391 1219 527645 19328 1745 77 22 20 21 20
internal_value=-1.20407e-06 0.00014821 0.0311147 1.13088e-05 0.0138425 -5.13194e-05 -0.000962079 -4.20821e-06 4.22236e-05 0.000494341 0.0170532 -4.43092e-06 0.000320287 -3.96016e-05 -4.43671e-05 -6.52417e-06 -6.63877e-06 -5.10768e-06 -4.84088e-05 0.000531016 0.000132367 -2.58835e-05 0.00124289
internal_weight=587878 11587 51 11536 52 11484 87 576291 27379 2561 80 24818 1538 2481 11397 548912 548795 529390 19405 117 75 23280 42
internal_count=587878 11587 51 11536 52 11484 87 576291 27379 2561 80 24818 1538 2481 11397 548912 548795 529390 19405 117 75 23280 42

Tree=14
num_cat=0
split_feature=15 51 0 49 14 16 14 23 24 24 26 47 45 17 0 34 45 31 50 15 0 17 29
split_gain=0.0671235 12.4953 39.6955 1.72552 7.15661 0.0640595 0.0332222 0.0157639 0.155114 6.5571 20.9595 0.244063 0.0221941 0.0202895 0.0162226 0.0156366 0.0139535 0.0118643 0.0117589 0.0113497 0.0113226 0.00969226 0.00680903
threshold=0.55725386738777172 -0.044410638511180871 0.029497007839381698 -0.12514873594045636 -0.40876892209053034 -0.82018077373504628 0.77122130990028392 -0.030672303400933739 0.5656343698501588 0.57776576280593883 -0.3762704730033874 -1.256108224391937 -0.17180078476667401 -0.8243863284587859 -0.13058857619762418 -1.2955430150032041 0.11549493297934534 0.26072873175144201 0.16962698101997378 -1.7402933835983274 -0.13058857619762418 -0.80106624960899342 0.20116965472698214
left_child=7 2 -2 4 18 6 -5 8 16 10 -10 -11 13 -9 17 -15 19 -14 -3 -1 -18 -7 -16
right_child=1 3 -4 5 -6 21 -8 12 9 11 -12 -13 14 15 22 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00017617664027943004 -0.012530203373561942 -0.0019778111932093798 0.094083164131268854 -0.0025633916723866905 0.039269716844958016 -0.00031015820584744732 -0.00065215860635111983 -0.0020648795627057552 0.069402607677818737 0.0018908195112832585 7.6587021631273694e-05 -3.4308047427198017e-05 0.00042393380646134956 -0.001098476301183303 -3.8809991131954125e-06 -0.0001519863653792413 -0.0010782214627848153 0.0020559684336301869 -0.00030390738261000175 -2.9842270787209214e-05 -0.00023240128509086419 -2.6457108766955591e-05 -2.6928978128370742e-05
leaf_weight=974 31 21 20 48 20 436 93 25 20 241 63 4697 69 75 499406 320 67 20 48 21007 310 10870 48997
leaf_count=974 31 21 20 48 20 436 93 25 20 241 63 4697 69 75 499406 320 67 20 48 21007 310 10870 48997
internal_value=-1.13303e-06 0.000139466 0.029279 1.06416e-05 0.00819408 -5.29843e-05 -0.00130279 -3.95993e-06 3.97324e-05 0.000336072 0.0167817 5.96482e-05 -6.13925e-06 -0.000434865 -5.81096e-06 -0.0003317 -2.68175e-05 0.000790683 -0.000813356 -2.07134e-05 -0.000382719 -3.73976e-05 -5.94022e-06
internal_weight=587878 11587 51 11536 89 11447 141 576291 27379 5021 83 4938 548912 420 548492 395 22358 89 69 21981 377 11306 548403
internal_count=587878 11587 51 11536 89 11447 141 576291 27379 5021 83 4938 548912 420 548492 395 22358 89 69 21981 377 11306 548403

Tree=15
num_cat=0
split_feature=14 3 34 29 19 25 15 21 34 29 17 45 28 15 13 45 12 46 17 45 50 34 19 29 21
split_gain=0.0550974 0.821861 17.2362 0.813071 24.8804 37.2201 0.318525 0.0289707 0.0321677 0.0183205 0.0171723 0.02022 0.0183958 0.0154669 0.0118745 0.0113063 0.00970482 0.00941021 0.00740427 0.024021 0.00574995 0.00386596 0.00325224 0.375301 0.0027856
threshold=0.47881264984607702 -0.038793424144387238 0.63067111372947704 0.046723101288080222 0.0018821083358488979 0.49654707312583929 0.55725386738777172 1.6111459732055666 1.486039996147156 3.1276371479034428 -0.83368489146232594 -0.092140045017003999 -1.6048619151115415 1.4659503102302553 -1.3210638761520384 -0.092140045017003999 0.19951766729354861 0.086264569312334075 -0.8429943025112151 -0.11844265833497046 -0.53801041841506947 -1.3415607810020445 0.0089603210799396055 0.11861881241202356 0.72027611732482921
left_child=9 2 15 4 6 -6 -3 14 -9 16 11 -11 -12 -14 -5 -2 22 -17 19 -18 -13 -20 24 -24 -1
right_child=1 3 -4 7 5 -7 -8 8 -10 10 12 20 13 -15 -16 17 18 -19 21 -21 -22 -23 23 -25 -26
leaf_value=-3.9535629335739832e-06 -0.0014452551579202657 -5.7687408640484859e-05 0.056124637475830783 -0.00081909597046463058 0.10460112927055525 -2.1329382177570768e-05 -0.0038534283683258129 -0.00020179639715837082 -0.0010176383147917631 -0.0025599333412904776 -0.0017947394063036577 -0.0010018444793995177 -0.00020794930173460727 0.00057313595133723534 -3.194527163926051e-05 -0.00028660649497010127 -0.0010288864479130935 0.00034040760562215798 8.2721133324304592e-06 -9.3410424393811179e-05 0.0002998618145661783 -3.137194336740681e-05 0.0025494137713245281 -9.5210072063515933e-06 -3.1283443246951328e-05
leaf_weight=472416 21 918 20 67 20 29 84 1311 193 23 24 27 1093 96 15510 208 103 139 10188 1321 21 53670 202 16188 13349
leaf_count=472416 21 918 20 67 20 29 84 1311 193 23 24 27 1093 96 15510 208 103 139 10188 1321 21 53670 202 16188 13349
internal_value=-3.85698e-06 9.62902e-05 0.00278311 3.8796e-05 0.00163155 0.0426817 -0.000375893 -5.92067e-05 -0.000306489 -7.1182e-06 -0.000229729 -0.00112157 -0.000177528 -0.000144884 -3.5331e-05 -0.000115891 -6.61448e-06 -3.54395e-05 -2.80143e-05 -0.000161075 -0.000432348 -2.50471e-05 -3.83243e-06 2.20168e-05 -4.7046e-06
internal_weight=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 15577 368 567437 347 65282 1424 48 63858 502155 16390 485765
internal_count=587241 18520 388 18132 1051 49 1002 17081 1504 568721 1284 71 1213 1189 15577 368 567437 347 65282 1424 48 63858 502155 16390 485765

Tree=16
num_cat=0
split_feature=49 8 19 15 51 49 45 47 33 8 17 2 51 15 33 21 20 19 33 23 51 21 17
split_gain=0.0541398 4.58215 58.0626 0.0253566 1.812 0.0701423 0.0372899 2.5991 15.3265 0.0361135 0.0233335 0.0222373 0.0949596 0.219952 0.0135683 0.0129935 0.00828791 0.00877512 0.00773203 0.00660573 0.00573076 0.0042709 6.56622e-05
threshold=2.1410850286483769 0.02486436348408461 0.00092594261514022957 0.55725386738777172 -0.044410638511180871 -0.12514873594045636 -0.092140045017003999 -1.256108224391937 -0.21832937002182004 0.057788373902440078 -0.8429943025112151 0.033429451286792762 -0.044410638511180871 0.49088101089000707 4.1410574913024911 4.1274077892303476 0.0057754325680434713 0.0089603210799396055 6.7063963413238534 -0.20092472434043882 -0.073427252471446977 0.50298538804054271 1.5450143218040469
left_child=3 2 20 6 -5 9 7 8 -1 -6 -9 19 13 -13 -14 -7 17 -8 -18 -3 22 -21 -2
right_child=1 11 -4 4 5 15 16 10 -10 -11 -12 12 14 -15 -16 -17 18 -19 -20 21 -22 -23 -24
leaf_value=0.05583185092829044 -1.7462910294187433e-06 -0.0010943372320834895 0.10445348753238813 -0.013695625106530154 -0.0037139646246117384 -2.4366404371560017e-05 -4.1043989107469269e-06 -0.00070493663691658271 -0.0013856526644159739 -0.00097104160641531712 -1.3792891795777637e-05 -0.00027299326232718376 -9.3206952410585024e-05 -0.0065942594054676758 -0.0015445376721770078 -0.00032700243527256133 -2.2726959545116075e-05 6.7484252031411155e-05 -0.00029566632935209848 -1.3806960508699559e-05 -0.0010538624424391856 -0.00019807766383700214 -0.00011374398764046417
leaf_weight=20 205 20 20 34 24 9817 475303 176 88 55 5020 66 894 27 23 520 77043 6036 363 10991 20 456 20
leaf_count=20 205 20 20 34 24 9817 475303 176 88 55 5020 66 894 27 23 520 77043 6036 363 10991 20 456 20
internal_value=-3.62942e-06 0.00011666 0.00779381 -6.29736e-06 -9.73627e-05 -5.29751e-05 -4.61022e-06 0.000151092 0.00921018 -0.00180433 -3.72035e-05 -4.63955e-05 -0.000311796 -0.0021082 -0.000129609 -3.95904e-05 -6.08825e-06 -3.20668e-06 -2.40069e-05 -2.30193e-05 -9.6776e-05 -2.11475e-05 -1.17016e-05
internal_weight=587241 12742 265 574499 10450 10416 564049 5304 108 79 5196 12477 1010 93 917 10337 558745 481339 77406 11467 245 11447 225
internal_count=587241 12742 265 574499 10450 10416 564049 5304 108 79 5196 12477 1010 93 917 10337 558745 481339 77406 11467 245 11447 225

Tree=17
num_cat=0
split_feature=49 7 5 19 46 17 15 29 5 49 8 18 12 19 49 8 1 28 2 8 20 18 55
split_gain=0.0479397 8.40957 52.8285 0.0405904 0.0256552 0.0346698 0.0224528 0.337279 0.0771951 0.0561483 0.0204303 0.0183161 0.0124271 0.0275163 4.57512 0.0216385 0.02147 0.0188499 0.00664765 0.0133149 0.00545136 0.00234521 0.000462001
threshold=2.1410850286483769 0.024630161002278331 1.8617231845855715 -0.012017900124192236 0.018343624658882621 -0.81591686606407154 0.55725386738777172 0.0082062832079827803 -0.29874807596206659 -0.12514873594045636 -0.03608396649360656 0.22155543416738513 3.7603465318679814 0.089487399905920043 0.82905498147010814 0.037285137921571739 -0.13097606599330899 -1.0695331096649168 0.017895103432238105 0.026282756589353088 0.0057754325680434713 0.08623185753822328 0.60460388660430919
left_child=6 2 3 22 18 -6 12 -8 10 -10 -9 -7 13 20 -15 17 -17 -14 21 -20 -1 -3 -2
right_child=1 4 -4 -5 5 11 7 8 9 -11 -12 -13 15 14 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-3.0156580516807991e-06 6.1196316292678904e-06 -1.443131865731553e-05 0.10326117536403114 -0.0029841130613531617 -0.0028272631436702792 -0.00027434306998217151 -0.0077460986493082598 -0.001313406982607933 -0.0016423712356923854 -5.3416319987577659e-05 -0.0036342255991438158 -0.0020888988176535348 -0.0018391524083486901 -4.564225406972253e-05 0.015228351180930957 -0.0013076431107116701 -3.4901256017838016e-05 -5.51362582134393e-05 -0.0015033937014850356 -0.00012828114057342017 -2.0128055124173751e-05 0.00046257547810293746 -0.00030697020591230738
leaf_weight=481345 75 10642 20 20 20 609 20 31 78 10298 23 20 21 6413 69 109 80 1129 25 1254 74883 36 21
leaf_count=481345 75 10642 20 20 20 609 20 31 78 10298 23 20 21 6413 69 109 80 1129 25 1254 74883 36 21
internal_value=-3.41528e-06 0.000109777 0.0147026 -0.000566118 -4.76577e-05 -0.000408934 -5.92582e-06 -9.16183e-05 -7.69405e-05 -6.5361e-05 -0.0023019 -0.00033204 -4.33821e-06 -3.91102e-06 0.000116947 -0.000183866 -0.000768916 -8.77139e-05 -2.80484e-05 -0.00015516 -5.31944e-06 -1.28231e-05 -6.23688e-05
internal_weight=587241 12742 136 116 12606 649 574499 10450 10430 10376 54 629 564049 562710 6482 1339 189 1150 11957 1279 556228 10678 96
internal_count=587241 12742 136 116 12606 649 574499 10450 10430 10376 54 629 564049 562710 6482 1339 189 1150 11957 1279 556228 10678 96

Tree=18
num_cat=0
split_feature=14 51 9 32 3 18 9 35 33 9 51 25 49 16 27 7 48 25 32 49 32 51 16 20 19 31 55
split_gain=0.0513158 0.948837 60.9581 1.95239 0.769168 16.1097 0.260351 0.0339497 0.0167581 0.0238667 0.0142221 0.0179638 0.0224986 0.0246787 0.0185812 0.0301834 0.0186958 0.00895911 0.00854127 0.0201862 0.0230567 0.014433 0.00852329 0.00536882 0.0091012 0.00407969 0.00216969
threshold=0.47881264984607702 -0.044410638511180871 0.0081262872554361838 0.55725386738777172 -0.038793424144387238 0.014026825316250326 0.093192353844642653 0.31754066050052648 2.7939054965972905 1.8047060370445254 3.3942130804061894 0.50806447863578807 1.0000000180025095e-35 -0.2098903805017471 0.074947539716959014 -0.27966761589050287 0.42183295637369161 1.146424472332001 0.43999131023883825 -0.12514873594045636 0.55725386738777172 -0.044410638511180871 -0.6863274574279784 0.0057754325680434713 0.0089603210799396055 -2.407101988792419 2.1799244880676274
left_child=10 2 -2 26 5 -3 -5 -7 22 -10 18 14 13 -13 16 -16 -12 -14 23 20 -20 -21 -6 24 -1 -25 -4
right_child=1 4 3 6 8 7 -8 -9 9 -11 11 12 17 -15 15 -17 -18 -19 19 21 -22 -23 -24 25 -26 -27 -28
leaf_value=-3.9285048322723146e-06 0.10368445707024511 0.052871508223915169 -3.7665878394716921e-05 -0.017875125531852245 -0.00028556260268240989 -9.2807410649203668e-05 -0.0088437748011946683 -0.0021640316987332577 -0.00023275681436271347 -0.0018987713614079702 0.00044703254131451024 -0.00040224948025981952 4.7186042522662317e-05 -0.0015023080493701854 0.0006588292640721192 -0.00086919425612698735 -0.00019281809055939937 0.0015765646199812182 -1.695559831621442e-05 -0.00088082214345364866 -0.0017656153208040191 -5.4221879419404765e-05 -2.1797050343720046e-05 0.00019281929396723722 7.1621339647603632e-05 -2.097776095777532e-05 -0.00046531343934475439
leaf_weight=483525 20 21 502 20 438 337 25 30 869 31 313 290 40 94 60 180 323 20 52 75 53 3754 16182 312 5615 74015 45
leaf_count=483525 20 21 502 20 438 337 25 30 869 31 313 290 40 94 60 180 323 20 52 75 53 3754 16182 312 5615 74015 45
internal_value=-3.21378e-06 9.34355e-05 0.00237785 -0.00104467 1.53664e-05 0.00261367 -0.0128577 -0.000262117 -4.2176e-05 -0.000290142 -6.3611e-06 -0.000199799 -0.000505519 -0.000671535 -4.48451e-05 -0.000487188 0.000122077 0.000556979 -5.91109e-06 -9.25445e-05 -0.000899612 -7.04128e-05 -2.87483e-05 -5.30623e-06 -3.06124e-06 -2.00803e-05 -7.28471e-05
internal_weight=587241 18520 612 592 17908 388 45 367 17520 900 568721 1320 444 384 876 240 636 60 567401 3934 105 3829 16620 563467 489140 74327 547
internal_count=587241 18520 612 592 17908 388 45 367 17520 900 568721 1320 444 384 876 240 636 60 567401 3934 105 3829 16620 563467 489140 74327 547

Tree=19
num_cat=0
split_feature=16 51 26 15 15 51 5 45 47 27 6 33 14 20 11 6 49 49 5 24 45 21 16
split_gain=0.0496164 4.45989 53.4861 0.197009 0.042131 1.42543 0.0665644 0.0421204 2.49295 14.6136 0.0403104 0.0195804 0.0191824 0.0172836 0.0331042 0.0166504 0.0164766 0.0164007 0.015915 0.012992 0.00800383 0.0132187 0.00502417
threshold=0.47032849490642553 -0.044410638511180871 0.39729689061641699 0.49088101089000707 0.55725386738777172 -0.039653420448303216 -0.29874807596206659 -0.092140045017003999 -1.256108224391937 -0.0021252264268696304 0.43133081495761877 4.1410574913024911 0.77122130990028392 0.29121379554271704 1.6082410216331484 -3.7829803228378291 -1.1986278891563413 1.0000000180025095e-35 -1.6332069039344785 1.8349396586418154 0.02913149539381266 7.5341277122497567 -1.5408351421356199
left_child=4 2 3 10 7 -6 12 8 9 -1 -2 15 -7 19 -15 -3 -17 -8 -10 -13 22 -22 -9
right_child=1 11 -4 -5 5 6 17 20 18 -11 -12 13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0019699740186355759 4.0287373918688861e-05 0.0016832487607800429 0.10041316942907724 -0.006018896419841136 -0.012049218286999635 -0.0033474201972410081 -0.0010495718018384713 0.00015083719206966073 0.00017979479877294321 0.054487330875633046 -0.0027840936760709155 -0.00019363264717285521 -0.0011172853831476772 -0.00051611852039053165 -0.0029061414076528634 -0.0017125525885421666 -1.756078762896828e-05 -5.0270245313913617e-05 -7.9895276786185856e-05 0.0011418308803123956 -3.5237876603887638e-05 -0.00098600467019280703 -4.2628372495525238e-06
leaf_weight=79 146 20 20 24 35 25 58 728 1052 20 20 417 29 243 22 20 10927 3999 3749 27 26827 51 538703
leaf_count=79 146 20 20 24 35 25 58 728 1052 20 20 417 29 243 22 20 10927 3999 3749 27 26827 51 538703
internal_value=-3.02417e-06 0.000116294 0.00863814 -0.00102239 -5.48911e-06 -0.000192888 -9.19466e-05 -4.12891e-06 0.000168109 0.00943554 -0.000299999 -3.69767e-05 -0.00214976 -0.000337471 -0.000714536 -1.75502e-05 -2.06575e-05 -6.45565e-05 -2.29917e-05 -0.000112422 -5.61921e-06 -3.70419e-05 -4.05352e-06
internal_weight=587241 11886 210 190 575355 4146 4111 571209 4900 99 166 11676 54 709 265 10967 10947 4057 4801 444 566309 26878 539431
internal_count=587241 11886 210 190 575355 4146 4111 571209 4900 99 166 11676 54 709 265 10967 10947 4057 4801 444 566309 26878 539431

Tree=20
num_cat=0
split_feature=21 49 8 21 31 28 47 14 51 15 14 45 29 51 15 28 9 5 15 49 1 23 5 46 29 35 17 18
split_gain=0.0831442 1.69121 52.3355 0.257612 2.26954 12.7294 0.335134 0.0274624 0.143099 0.0220568 0.0747294 3.56255 14.0205 0.0575098 1.40903 0.121336 0.0582963 0.0410978 0.0273695 0.0132409 0.0128466 0.0113457 0.0165897 0.0109222 0.00690937 0.00626171 0.00616113 0.00484598
threshold=0.72027611732482921 2.1410850286483769 0.02888546418398619 0.84256917238235485 2.102653026580811 0.012232854496687652 -1.256108224391937 0.47881264984607702 -0.044410638511180871 0.31653484702110296 0.47881264984607702 -0.092140045017003999 1.5154142975807192 -0.044410638511180871 0.55725386738777172 0.022439152002334598 0.0084359985776245611 -0.27886094152927393 0.55725386738777172 -0.24442419409751889 0.081908166408538832 -0.20092472434043882 -1.342282712459564 -0.24744338542222974 1.5154142975807192 -1.2578006982803343 0.95297262072563182 -0.0018069600337184963
left_child=9 3 -3 4 6 -6 -2 23 -9 10 21 12 -12 14 16 -16 -11 18 -15 -19 24 22 -1 -5 -4 -13 -22 -23
right_child=1 2 20 7 5 -7 -8 8 -10 13 11 25 -14 17 15 -17 -18 19 -20 -21 26 27 -24 -25 -26 -27 -28 -29
leaf_value=6.4198337164458175e-05 0.0025470951239080406 0.097031773166314811 -3.6610757358568766e-05 0.0002726775330187784 0.05148597427758559 -0.00025503731612296098 -4.4083642137151189e-05 -0.0023444434186829927 -0.00012719494477646555 -0.0019986647623118849 0.05538798977839178 0.0009792243866759236 -0.0012056767505291646 -0.00039431395589384588 -0.014300462716538457 -0.0080169646392130971 -4.2810416003600754e-05 -0.0008651685151447909 -0.0024082580525825572 -2.8145068676047073e-05 -0.0015126119643383258 -1.6502518730575149e-06 -0.00042223114161826845 -1.9913890818814053e-05 -0.0010638600602105724 -6.8454980553383829e-05 -0.00021449251116137017 -1.6564913977205282e-05
leaf_weight=442 191 20 453 456 20 96 1924 106 2297 55 20 20 64 55 20 23 1495 66 41 20455 35 447493 545 17034 24 2801 20 91306
leaf_count=442 191 20 453 456 20 96 1924 106 2297 55 20 20 64 55 20 23 1495 66 41 20455 35 447493 545 17034 24 2801 20 91306
internal_value=-8.49531e-07 0.000109925 0.00333566 2.94415e-05 0.00063062 0.00866583 0.000189919 -3.79807e-05 -0.000225001 -5.29618e-06 -2.93768e-06 0.000295504 0.012269 -6.29249e-05 -0.000404474 -0.0109395 -0.000112212 -3.65346e-05 -0.00125444 -3.08371e-05 -0.000186745 -4.54382e-06 -0.000204397 -1.22854e-05 -8.82963e-05 -6.10273e-05 -0.00104057 -4.17772e-06
internal_weight=587577 22676 552 22124 2231 116 2115 19893 2403 564901 542691 2905 84 22210 1593 43 1550 20617 96 20521 532 539786 987 17490 477 2821 55 538799
internal_count=587577 22676 552 22124 2231 116 2115 19893 2403 564901 542691 2905 84 22210 1593 43 1550 20617 96 20521 532 539786 987 17490 477 2821 55 538799

Tree=21
num_cat=0
split_feature=45 17 6 24 5 7 49 26 0 51 55 34 34 23 31 31 15 47 4 35 25 24 34 20 24
split_gain=0.0425452 1.17197 6.89814 0.0477041 0.0316241 0.201569 0.265966 0.0302564 0.0215738 0.0409385 0.0203583 0.341175 9.13525 0.0743084 0.0138704 0.244172 0.0127301 0.0404903 0.0357938 0.0196359 0.0280111 0.0120981 0.0111232 0.0101105 0.00712377
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 0.78624063730239879 2.1598320007324223 0.024630161002278331 1.544707775115967 1.3266369700431826 0.019731597974896434 -0.044410638511180871 2.0211037397384648 1.468370318412781 1.4774639606475832 -0.030672303400933739 -1.3418890833854673 -1.3606606125831602 0.97922730445861828 -1.256108224391937 0.22128950804471972 0.98811855912208568 0.15585037320852282 0.06303694844245912 0.84039258956909191 -0.0049169699195772401 -0.74846577644348133
left_child=1 2 3 21 10 6 7 -6 24 -10 14 13 -13 -12 15 -2 17 -3 -19 20 -18 -1 -21 -16 -7
right_child=4 16 -4 -5 5 8 -8 -9 9 -11 11 12 -14 -15 23 -17 19 18 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.00090470836617238262 -2.1078926411916586e-06 -0.0025235002706637411 0.037501021737151308 -0.0036497763566323556 -0.0027259319862770704 -0.00060782786221760625 -0.0080665439342966407 6.2339440152733679e-06 -0.00065149400024308774 -8.6487540947014247e-05 0.00052938778068102664 0.034311773225573619 -0.0004537720176678126 -3.7843133635143848e-05 -8.5653892498602802e-07 0.000637272333932073 -0.00019360419706492571 -2.8426346793297301e-05 -0.00149670745479137 -0.001141475068915707 0.0018360262004592056 0.0008583505079091992 0.00012400983158576825 -2.0339158376087967e-05 -2.5758296876918424e-05
leaf_weight=42 43298 24 20 20 21 74 25 43 619 1601 877 28 436 9650 399118 2184 41 1573 60 26 56 20 345 120782 6704
leaf_count=42 43298 24 20 20 21 74 25 43 619 1601 877 28 436 9650 399118 2184 41 1573 60 26 56 20 345 120782 6704
internal_value=-1.84606e-06 0.000255545 0.00643328 -0.00114422 -2.82513e-06 -0.000112033 -0.00290607 -0.000890258 -8.4397e-05 -0.000244028 -1.10338e-06 7.84252e-05 0.00164415 9.41264e-06 -2.64941e-06 2.85945e-05 -4.09865e-05 -0.000117732 -8.23742e-05 0.000230737 0.000978141 -0.00033598 3.53236e-05 -5.3827e-06 -3.21131e-05
internal_weight=587687 2227 102 82 585460 9087 89 64 8998 2220 576373 10991 464 10527 565382 45482 2125 1657 1633 468 97 62 371 519900 6778
internal_count=587687 2227 102 82 585460 9087 89 64 8998 2220 576373 10991 464 10527 565382 45482 2125 1657 1633 468 97 62 371 519900 6778

Tree=22
num_cat=0
split_feature=45 17 33 6 14 51 15 9 9 55 45 45 34 14 3 34 48 34 0 0 26 11 25 9 21 4
split_gain=0.037673 1.03775 6.18727 0.0755017 0.0338729 0.201513 1.60196 0.35127 0.233805 0.0205077 0.3602 5.6251 0.0341055 0.0162574 0.014344 0.0603175 0.0142548 0.0169886 0.0136656 0.194137 0.0127183 0.013172 0.0129583 0.0126542 0.0107604 0.008172
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 6.0551392380148179e-05 0.47881264984607702 -0.044410638511180871 0.55725386738777172 0.0084359985776245611 0.093192353844642653 2.0211037397384648 0.013385457918047907 0.014364767353981735 1.4604040384292605 -0.79380461573600758 -0.037040866911411278 0.64660403132438671 -0.34191577136516565 -1.3174206018447874 -0.034956371411681168 -0.037053914740681641 2.4251221418380742 -2.0318287611007686 0.19507959485054019 0.40814910829067236 1.6111459732055666 0.074974935501813902
left_child=1 2 -1 13 9 6 7 -6 -8 18 12 -12 -11 -4 15 -7 17 -3 19 -2 21 -18 -22 -19 -16 -20
right_child=4 16 3 -5 5 14 8 -9 -10 10 11 -13 -14 -15 24 -17 20 23 25 -21 22 -23 -24 -25 -26 -27
leaf_value=0.034592420196958948 -5.9952997613416832e-06 -0.0019111394914570667 0.0005989269388310827 -0.0043899772474985744 -0.007973061676323414 -0.00021168692012549697 -0.016090066065606864 -1.2031039016196516e-05 -0.0074795018868143888 -3.3527707640845856e-05 0.013709758950623225 -8.3469156438659115e-05 -0.00057470573870706547 -0.0013532296538517887 -2.3197214795727427e-05 -0.00326098080415007 0.00047257063995516542 -0.00036639329549267673 -2.8910403324336818e-06 0.00067499902146973139 5.927964285448459e-05 -2.3503779323687772e-07 -0.0015462063745254584 0.0008262977231249405 -0.00019569963990045204 -8.8036433083131201e-05
leaf_weight=21 19486 23 33 21 20 382 23 546 21 8775 111 1414 425 27 15632 24 240 347 531704 1575 35 1411 35 34 1369 3953
leaf_count=21 19486 23 33 21 20 382 23 546 21 8775 111 1414 425 27 15632 24 240 347 531704 1575 35 1411 35 34 1369 3953
internal_value=-1.73714e-06 0.000240467 0.00605371 -0.00134521 -2.65845e-06 -8.23018e-05 -0.00113635 -0.00029334 -0.0119805 -1.29677e-07 8.06809e-05 0.000920497 -5.85278e-05 -0.000279544 -4.53645e-05 -0.000391941 -3.85683e-05 -0.000353962 -1.68647e-06 4.49313e-05 3.54694e-05 6.8495e-05 -0.000743463 -0.000259959 -3.70879e-05 -3.51939e-06
internal_weight=587687 2227 102 81 585460 18017 610 566 44 567443 10725 1525 9200 60 17407 406 2125 404 556718 21061 1721 1651 70 381 17001 535657
internal_count=587687 2227 102 81 585460 18017 610 566 44 567443 10725 1525 9200 60 17407 406 2125 404 556718 21061 1721 1651 70 381 17001 535657

Tree=23
num_cat=0
split_feature=45 17 6 33 32 31 23 25 51 32 7 5 32 16 31 23 24 48 35 5 26 48 25 12 21 21 32
split_gain=0.0333587 0.918912 6.22201 0.0934399 0.0276488 0.0228875 2.13815 12.5209 0.022209 1.65566 0.195195 0.0234121 0.0336421 0.0206436 0.0188617 0.0139754 0.189311 0.0126223 0.0135485 0.0237469 0.0112618 0.0120039 0.0114743 0.0111539 0.00874928 0.00858801 0.0065785
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 0.30081495642662054 0.24686961621046069 2.102653026580811 -0.0097320508211851103 0.85020664334297191 -0.044410638511180871 0.55725386738777172 0.061627229675650604 -0.24775800108909604 0.55725386738777172 0.47032849490642553 0.65884360671043407 -0.030672303400933739 0.5656343698501588 -0.34191577136516565 -0.10089390724897383 -1.5977932810783384 2.4251221418380742 0.42183295637369161 0.19507959485054019 3.7603465318679814 0.72027611732482921 3.1571753025054936 0.22271706163883212
left_child=1 2 3 -1 5 15 7 -7 9 13 -11 12 -10 -6 -5 16 -2 18 19 -3 21 -19 -22 -20 -13 -8 -17
right_child=4 17 -4 14 8 6 25 -9 11 10 -12 24 -14 -15 -16 26 -18 20 23 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0050066720782080661 -2.9234338221621484e-05 0.00018430410561101477 0.035202474375441668 0.00042142578992598618 -4.4167041415416458e-05 -0.0010067001942427494 -3.2702405465923945e-05 0.050500787386717275 -0.00016312874958204386 -0.014761995851372679 -0.0073128196592349556 -1.9342170005607084e-05 -0.0019229796381640795 -0.00093651471597837853 -0.0017088788516171601 -3.2529793601592652e-06 0.00041245574056744054 0.00026063125015061674 3.420917227526288e-05 -0.001786957583845763 5.5782137139301213e-05 -6.4558422411730405e-05 -0.0014549801466304676 -0.00080988763961275774 -0.00012521373611300505 -0.0012279358787089308 7.1079780319175054e-05
leaf_weight=20 20742 36 20 39 4730 92 5957 20 121 24 25 25730 55 92 23 516600 4035 655 246 52 35 996 35 70 3038 21 4178
leaf_count=20 20742 36 20 39 4730 92 5957 20 121 24 25 25730 55 92 23 516600 4035 655 246 52 35 996 35 70 3038 21 4178
internal_value=-1.63465e-06 0.00022628 0.00569654 -0.00150002 -2.5016e-06 6.72837e-07 0.000114418 0.00819107 -5.42881e-05 -0.000170843 -0.0109614 -3.4673e-05 -0.000713082 -6.11923e-05 -0.000368849 -5.96892e-07 4.26961e-05 -3.62928e-05 -0.000333078 -0.000980532 3.33767e-05 6.44538e-05 -0.000699599 -0.000152774 -3.05226e-05 -3.69011e-05 -2.65664e-06
internal_weight=587687 2227 102 82 585460 551645 6090 112 33815 4871 49 28944 176 4822 62 545555 24777 2125 404 88 1721 1651 70 316 28768 5978 520778
internal_count=587687 2227 102 82 585460 551645 6090 112 33815 4871 49 28944 176 4822 62 545555 24777 2125 404 88 1721 1651 70 316 28768 5978 520778

Tree=24
num_cat=0
split_feature=5 7 49 26 46 2 17 23 29 55 49 24 33 19 17 33 51 46 0 1 19 13 0 51 18 35
split_gain=0.0270529 0.177094 0.232826 0.0268221 0.0161964 0.584585 6.1683 0.0176152 0.017392 0.0173372 0.292352 11.7217 0.105721 0.0155121 0.0269465 0.0151502 0.103469 0.300013 0.0140029 0.0135598 0.0126272 0.0110594 0.00747104 0.0109261 0.0104242 0.000345948
threshold=2.1598320007324223 0.024630161002278331 1.544707775115967 1.3266369700431826 0.12199990078806879 -0.078619707375764833 -0.81591686606407154 0.16060598939657214 3.1276371479034428 2.0211037397384648 1.0676059126853945 -0.88231047987937916 0.50690898299217235 0.089487399905920043 -0.83368489146232594 0.3683928400278092 -0.044410638511180871 0.040037354454398162 -0.034956371411681168 -0.13097606599330899 0.21772904694080356 -1.3210638761520384 0.021016929298639301 0.01674369536340237 0.22155543416738513 0.43215747177600866
left_child=4 2 3 -2 9 6 -6 21 -9 13 12 -12 -11 18 -15 22 17 -17 -1 -8 -18 -7 24 -24 -3 -5
right_child=1 15 -4 25 5 7 19 8 -10 10 11 -13 -14 14 -16 16 20 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=4.7834823602696998e-05 -0.0025633804612914986 -2.687847611141054e-05 -0.0075493579627946015 0.00018034351741858871 0.030690957494613248 -0.00071042153450036219 0.00071591429641048308 8.0843434214309052e-05 0.00079289522646548932 -5.7647720146263544e-05 0.04176673759901034 -0.00011621833866330168 0.00077414774626127639 -0.00056520340268712693 -5.9763721971203914e-05 -0.00019496749910031212 -3.5660947015441464e-06 -0.0083886567033713659 -3.0190908228593585e-06 -0.00014514890612463203 -0.00068132854801790789 -6.447422507914157e-05 -0.00033579379863018762 -3.9432474364038926e-05 0.0011802381538366898 -0.00015444527661140288
leaf_weight=19538 21 6413 25 21 25 94 95 520 155 9630 24 755 563 386 7527 60 657 21 533999 193 112 5002 722 1082 25 22
leaf_count=19538 21 6413 25 21 25 94 95 520 155 9630 24 755 563 386 7527 60 657 21 533999 193 112 5002 722 1082 25 22
internal_value=-1.5382e-06 -0.000102022 -0.00272107 -0.000835025 5.64894e-08 9.58136e-05 0.00257914 -3.88741e-05 0.000244352 -9.61267e-07 7.24895e-05 0.00117414 -1.17043e-05 -2.39666e-06 -8.44193e-05 -7.63843e-05 -0.000313543 -0.00231926 -1.22412e-06 0.000138882 -0.000102278 -7.63893e-05 -5.19261e-05 -0.000158043 -2.2191e-05 9.05623e-06
internal_weight=587687 9181 89 64 578506 6084 313 5771 675 572422 10972 779 10193 561450 7913 9092 850 81 553537 288 769 5096 8242 1804 6438 43
internal_count=587687 9181 89 64 578506 6084 313 5771 675 572422 10972 779 10193 561450 7913 9092 850 81 553537 288 769 5096 8242 1804 6438 43

Tree=25
num_cat=0
split_feature=14 15 5 51 15 7 9 14 31 46 28 45 21 34 31 31 45 16 21 13 9 34 9 16 47
split_gain=0.0286066 0.0929442 8.03018 0.0359023 1.4114 0.168936 0.0524615 0.246633 0.0195534 0.972545 13.1959 0.0181316 0.0181292 0.0138106 0.0105983 0.212429 0.0178187 0.0100472 0.00855336 0.0111525 0.0166997 0.0108826 0.013392 0.0102494 0.00761782
threshold=0.35130810737609869 0.55725386738777172 -0.22718665748834607 -0.044410638511180871 0.55725386738777172 0.061627229675650604 0.008748169522732498 0.47881264984607702 2.102653026580811 0.030185866169631485 0.003276975941844285 0.16386169940233233 0.72027611732482921 -0.070758674293756471 -1.3418890833854673 -1.3606606125831602 -0.17180078476667401 0.47032849490642553 1.6111459732055666 -1.1003180742263792 0.023226067423820499 1.3183248639106753 0.008748169522732498 1.2757623791694643 -1.256108224391937
left_child=1 8 -3 4 6 -6 7 -2 14 12 -11 13 -10 -4 15 -1 -16 -8 19 20 -5 24 -23 -21 -20
right_child=3 2 11 18 5 -7 17 -9 9 10 -12 -13 -14 -15 16 -17 -18 -19 21 23 -22 22 -24 -25 -26
leaf_value=-1.8718606156646138e-06 -0.00018767622250782926 0.037599617597390896 -0.0014501375139970333 -0.0021679006304126231 -0.013722192246156435 -0.006792150100013241 -4.4571027097747773e-06 -0.0070824277192309852 -3.0767246033791158e-05 0.048483465832845206 -0.0001173190169746057 0.0014677488577349491 -0.00043372867593093669 -5.0867298095146989e-05 -0.00022701260539557695 0.00058853115442463019 -2.9015653957016866e-06 -0.0011283775126420159 -0.00090222582047666739 -3.5560373652001462e-05 -0.00027514145655918262 -0.0014904371180552213 -0.00031006161739418616 0.00013105954835915701 -4.2456470132385219e-05
leaf_weight=45556 129 20 25 20 24 25 2478 21 5365 21 263 27 419 1375 1238 2225 503543 28 37 21708 86 36 474 1366 1178
leaf_count=45556 129 20 25 20 24 25 2478 21 5365 21 263 27 419 1375 1238 2225 503543 28 37 21708 86 36 474 1366 1178
internal_value=-1.44745e-06 1.44271e-06 0.000473687 -6.00752e-05 -0.000264221 -0.0101865 -8.11674e-05 -0.00115294 2.19469e-07 0.000105554 0.0034764 -4.6648e-05 -5.99583e-05 -7.58543e-05 -9.37265e-07 2.56212e-05 -3.45121e-06 -1.70149e-05 -3.79024e-05 -2.84701e-05 -0.000632266 -0.00016465 -0.000393382 -2.56963e-05 -6.86387e-05
internal_weight=587687 560077 1447 27610 2705 49 2656 150 558630 6068 284 1427 5784 1400 552562 47781 504781 2506 24905 23180 106 1725 510 23074 1215
internal_count=587687 560077 1447 27610 2705 49 2656 150 558630 6068 284 1427 5784 1400 552562 47781 504781 2506 24905 23180 106 1725 510 23074 1215

Tree=26
num_cat=0
split_feature=15 51 49 49 24 16 14 7 55 46 26 50 46 34 34 16 49 19 16 29 34 49 33 49
split_gain=0.0855241 12.3174 39.8132 1.71738 7.40215 0.0727571 0.0691859 0.0309682 0.0164861 0.247223 2.05521 12.2683 1.35115 0.0218282 0.0916645 0.0171095 0.49677 9.83403 0.240533 0.0257717 0.0235992 0.00718797 0.00622118 0.00585117
threshold=0.55725386738777172 -0.044410638511180871 1.9025341272354128 -0.12514873594045636 1.7687134742736819 -0.82018077373504628 0.29329447448253637 0.070422995835542693 2.0211037397384648 0.014997302554547788 -1.0894942879676817 0.75598263740539562 0.015600943937897684 1.468370318412781 1.4774639606475832 -0.16487241536378858 0.82905498147010814 0.089487399905920043 -0.17126683145761487 2.2350320816040044 0.72415810823440563 2.1410850286483769 3.5300124883651738 2.1410850286483769
left_child=8 2 -2 4 7 6 -5 -3 15 13 11 -11 -12 22 -15 16 18 -18 -1 23 -21 -7 -10 -17
right_child=1 3 -4 5 -6 21 -8 -9 9 10 12 -13 -14 14 -16 19 17 -19 -20 20 -22 -23 -24 -25
leaf_value=-1.1113303522852395e-05 -0.0093129388971978592 -0.0031453417351779834 0.094510058557498264 -0.0043598131001926959 0.039717635013570542 3.1140463351473738e-06 -0.00079175064185094211 -0.00044152962302403717 -2.7363779861399957e-05 -0.001250595690157153 0.010153843259583125 0.050286883221648163 -0.0001171244663574801 -0.0043796838031150403 -0.00026360804703329482 -2.2037754825772959e-06 -2.1757635412296149e-05 0.03354343498944496 0.00061365254089868631 -0.00025602724168508523 -0.0014793463940741883 -0.00015114142608604837 0.00072911629638225633 -4.5062185043206056e-05
leaf_weight=57639 36 30 20 22 20 10156 135 29 9141 82 46 20 1449 20 323 492409 602 32 2228 645 60 1173 38 11344
leaf_count=57639 36 30 20 22 20 10156 135 29 9141 82 46 20 1449 20 323 492409 602 32 2228 645 60 1173 38 11344
internal_value=4.48487e-06 0.000162951 0.0277667 2.92886e-05 0.00869858 -3.03382e-05 -0.00129173 -0.00181635 1.28818e-06 7.24334e-05 0.000751755 0.00885479 0.000198905 -4.15002e-05 -0.000503612 -1.12031e-07 2.95359e-05 0.00167238 1.21379e-05 -3.66778e-06 -0.00036014 -1.28575e-05 -2.4232e-05 -3.1689e-06
internal_weight=587699 11621 56 11565 79 11486 157 59 576078 11119 1597 102 1495 9522 343 564959 60501 634 59867 504458 705 11329 9179 503753
internal_count=587699 11621 56 11565 79 11486 157 59 576078 11119 1597 102 1495 9522 343 564959 60501 634 59867 504458 705 11329 9179 503753

Tree=27
num_cat=0
split_feature=15 51 6 49 50 16 14 45 47 18 17 0 14 11 14 23 26 26 23 31 23 17 0
split_gain=0.07573 10.9068 40.453 1.52071 6.53777 0.0644251 0.0616057 0.0218173 2.44979 13.8571 0.0639695 0.0740243 0.0283649 0.0262528 0.0172602 0.0143975 0.137894 8.76688 0.0475842 0.011605 1.89752 0.00900743 0.00619435
threshold=0.55725386738777172 -0.044410638511180871 0.46328976750373846 -0.12514873594045636 -0.78624460101127613 -0.82018077373504628 0.26370407640933996 -0.092140045017003999 -1.256108224391937 0.042781041935086257 -0.8243863284587859 0.02730059809982777 0.47881264984607702 -0.33432975411415095 -0.56567150354385365 -0.030672303400933739 -0.81800532341003407 -0.82827952504158009 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.78042274713516224 0.015861606225371364
left_child=7 2 -2 4 -3 6 -5 8 9 -1 11 -10 -12 -11 -6 16 17 -9 -18 22 -21 -7 -17
right_child=1 3 -4 5 14 21 -8 15 10 13 12 -13 -14 -15 -16 19 18 -19 -20 20 -22 -23 -24
leaf_value=0.053096635626105122 -0.011247903539850893 0.037337098977761343 0.093405938482301998 -0.00427437072112225 -0.00094639286931334549 -0.00023535032053325337 -0.00076897431426595751 -6.0212858308536982e-05 -0.00063171189766555796 -0.0036207716419853061 2.0517062188096439e-05 -0.0039753723037787353 -0.00084965211172556023 -0.0013515137956743794 -0.0030540504924609284 -1.0352218913669416e-06 -3.0181515227111441e-05 0.022373226759261955 0.00032274335939724613 0.0080209372797082363 -5.1059387412758402e-05 2.9816848473867047e-07 -2.530094707030453e-05
leaf_weight=20 36 20 20 20 38 596 137 2764 203 36 4854 26 134 35 21 500567 19916 62 1425 103 6423 10733 39510
leaf_count=20 36 20 20 20 38 596 137 2764 203 36 4854 26 134 35 21 500567 19916 62 1425 103 6423 10733 39510
internal_value=4.22026e-06 0.000153337 0.0261285 2.75606e-05 0.00818537 -2.85483e-05 -0.00121552 1.21218e-06 0.000120275 0.00971738 -4.71268e-05 -0.00101134 -2.85958e-06 -0.00250212 -0.00169658 1.04928e-07 4.46694e-05 0.000431957 -6.61571e-06 -1.86541e-06 7.63411e-05 -1.20989e-05 -2.81041e-06
internal_weight=587699 11621 56 11565 79 11486 157 576078 5308 91 5217 229 4988 71 59 570770 24167 2826 21341 546603 6526 11329 540077
internal_count=587699 11621 56 11565 79 11486 157 576078 5308 91 5217 229 4988 71 59 570770 24167 2826 21341 546603 6526 11329 540077

Tree=28
num_leaves=23
num_cat=0
split_feature=15 51 31 5 55 14 46 31 23 31 23 24 25 16 52 29 26 17 21 28 16 28
split_gain=0.0670574 9.65776 39.5006 2.1634 6.37661 0.0274538 0.0276057 0.0142533 0.128221 0.0978124 4.6957 9.53927 0.0360348 0.0152695 0.605366 0.0272006 0.0141734 0.0115383 0.0111161 0.025857 0.00279281 0.00278173
threshold=0.55725386738777172 -0.044410638511180871 1.2971196770668032 -0.29874807596206659 -0.99881529808044422 -0.2136467099189758 0.016229191794991497 2.2373908758163457 -0.0097320508211851103 2.102653026580811 -0.0097320508211851103 -0.37080438435077662 0.79302057623863231 -0.53503435850143422 1.1707907915115359 2.2350320816040044 -0.40534873306751246 -0.78042274713516224 0.72027611732482921 0.0036598825827240948 0.37658986449241644 0.0027177088195458059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 6 -5 9 12 13 11 -11 16 14 -1 -15 -9 -7 21 -20 -12 -10
right_child=1 3 -4 5 -6 17 -8 8 18 10 20 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-1.7180326418932108e-05 0.091067701002210386 0.038305246306117625 -0.012346896826186114 -0.00036035472960498842 -0.0032450938686654097 -0.00026991773351258774 -0.001996520270746606 -0.0028073609574613247 -0.00035361921472458973 0.049910952714664746 -2.2085484276257929e-05 -0.001440409488037831 -0.0043206130508867012 -5.5374582337532568e-07 0.00201881258523083 -0.00030762263007630771 -0.00092561535970736781 -1.6466531522245458e-06 -0.0024037399426684713 -0.00023698673422760228 -0.00064920724754687401 -1.7907371026617856e-05
leaf_weight=13028 20 20 36 247 36 589 42 22 88 20 2204 34 24 554945 529 1006 38 10631 20 463 25 3632
leaf_count=13028 20 20 36 247 36 589 42 22 88 20 2204 34 24 554945 529 1006 38 10631 20 463 25 3632
internal_value=3.97127e-06 0.00014429 0.0245869 2.59345e-05 0.0115943 -3.03544e-05 -0.000598137 1.14066e-06 -0.000106039 1.94424e-06 0.000387358 0.0175786 -0.00238845 3.99221e-07 6.2265e-05 -1.10939e-06 -0.00161559 -1.57297e-05 -6.0423e-05 -0.000326707 -2.91192e-05 -2.58489e-05
internal_weight=587699 11621 56 11565 56 11509 289 576078 4287 571791 2283 54 84 569508 13557 555951 60 11220 4203 483 2229 3720
internal_count=587699 11621 56 11565 56 11509 289 576078 4287 571791 2283 54 84 569508 13557 555951 60 11220 4203 483 2229 3720

Tree=29
num_cat=0
split_feature=21 49 7 21 34 26 47 45 47 7 17 24 15 31 23 46 0 5 7 49 24 15 3 5 29 1
split_gain=0.0611519 1.41698 45.12 0.219345 1.8489 12.4603 0.335779 0.0651041 0.927942 13.1225 0.284518 6.96564 0.0947877 0.038294 0.0515113 0.0303366 0.0128527 0.0128507 0.0714985 0.0963801 0.0292391 0.01058 0.268828 0.00913306 0.0084768 0.00613581
threshold=0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 -1.0254126787185667 -1.256108224391937 -0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.5828565955162051 0.55725386738777172 1.9244198203086855 -0.0093435486778616888 0.048811158165335662 -0.10312698408961295 2.1598320007324223 0.024630161002278331 1.544707775115967 -0.74846577644348133 -0.29058854281902308 -0.019768025726079937 1.0261237621307375 3.1276371479034428 -0.13097606599330899
left_child=7 3 -3 4 6 -6 -2 8 9 -1 11 -10 -11 16 -15 23 -5 21 19 -19 -20 22 -9 -4 -12 -23
right_child=1 2 15 13 5 -7 -8 17 10 12 24 -13 -14 14 -16 -17 -18 18 20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.048330556255632207 0.0026255221396857533 0.090048123807832586 -0.00118224160475606 0.00016074779491578509 0.050219938705326053 -0.00075217001383321932 -5.2510783639578159e-05 -1.200847920442727e-05 -0.00085013729026332872 -0.0025216501369779449 -3.146426637107725e-05 0.035396557744825259 0.00022631335434272621 -0.0014788484032039577 -0.00022677921047803485 -0.0018161294956420392 -3.1377286937931228e-05 -0.00049822357858910816 -0.0011799722874621011 -0.0049552495857545483 -4.6581985750363558e-05 -0.00051962759871421432 0.00071131839498322577 -4.5825249258851958e-05 -0.00029213594684294244 -2.882635367137256e-06
leaf_weight=21 178 20 26 1301 20 101 1931 29034 239 62 4557 20 148 133 817 39 17734 57 80 24 8271 80 1906 463 480 519957
leaf_count=21 178 20 26 1301 20 101 1931 29034 239 62 4557 20 148 133 817 39 17734 57 80 24 8271 80 1906 463 480 519957
internal_value=3.73696e-06 9.85492e-05 0.00306237 2.54376e-05 0.000580437 0.00767297 0.000173516 -8.33119e-08 0.000201417 0.00386188 4.17561e-05 0.00194884 -0.00058499 -3.64912e-05 -0.000402069 -0.000232546 -1.8246e-05 -2.07415e-06 -7.43598e-05 -0.00181882 -5.74395e-05 -9.67913e-07 3.25507e-05 -0.000106248 -5.63049e-05 -2.96213e-06
internal_weight=587699 22763 548 22215 2230 121 2109 564936 5527 231 5296 259 210 19985 950 528 19035 559409 8432 81 8351 550977 30940 489 5037 520037
internal_count=587699 22763 548 22215 2230 121 2109 564936 5527 231 5296 259 210 19985 950 528 19035 559409 8432 81 8351 550977 30940 489 5037 520037

Tree=30
num_cat=0
split_feature=15 51 19 5 25 49 50 45 2 33 17 46 14 33 55 23 23 34 31 31 17 16
split_gain=0.0547224 8.49743 37.651 1.86955 5.79378 0.119857 0.0561778 0.0177349 1.73233 15.4722 0.0542669 0.0534962 0.0436948 0.0267895 0.0134419 0.246375 7.0178 0.0247718 0.0101117 0.193225 0.00905404 0.00713581
threshold=0.55725386738777172 -0.044410638511180871 0.001402127731125802 -0.29874807596206659 0.0099725327454507368 -0.12514873594045636 -0.36589509248733515 -0.092140045017003999 0.021559929475188259 -0.23423913866281507 -0.8243863284587859 0.068107988685369505 0.47881264984607702 -0.0081596220843493921 2.0211037397384648 -0.0097320508211851103 -0.0099337594583630544 1.468370318412781 -1.3418890833854673 -1.3606606125831602 -0.78042274713516224 0.41815836727619177
left_child=7 2 -2 4 -3 6 -5 8 10 -10 11 -1 -12 -11 18 16 -16 -17 19 -9 -7 -20
right_child=1 3 -4 5 -6 20 -8 14 9 13 12 -13 -14 -15 15 17 -18 -19 21 -21 -22 -23
leaf_value=-0.0006182658684974016 -0.013001110230882962 0.036234311112790601 0.087963214148953556 -0.0049554280445334459 -0.0033716744960660835 -0.00023860159073309527 -0.0013771344101675953 -2.0928690650787218e-06 0.054698310031785505 -0.0027539436616032613 -1.7528090335286545e-05 -0.0032918112607595198 -0.0014817345090765834 -0.00042297716890523073 0.00015785670144127919 -4.5174115700185027e-05 0.02512006160356086 -0.00047119114611463583 -2.9377350300218806e-06 0.00056684406440619039 -4.9785355903192226e-06 -7.2311904019696862e-05
leaf_weight=198 36 20 20 21 36 610 56 42802 20 20 4847 30 72 121 1972 8293 40 504 509761 2184 10822 5214
leaf_count=198 36 20 20 21 36 610 56 42802 20 20 4847 30 72 121 1972 8293 40 504 509761 2184 10822 5214
internal_value=3.51648e-06 0.000130275 0.0230576 1.92562e-05 0.0107733 -3.30705e-05 -0.00235303 9.59437e-07 0.000108307 0.00613483 -8.02049e-05 -0.000970048 -3.89599e-05 -0.000753611 -3.88632e-08 6.51297e-05 0.000654123 -6.95816e-05 -1.29682e-06 2.55281e-05 -1.74444e-05 -3.64013e-06
internal_weight=587699 11621 56 11565 56 11509 77 576078 5308 161 5147 228 4919 141 570770 10809 2012 8797 559961 44986 11432 514975
internal_count=587699 11621 56 11565 56 11509 77 576078 5308 161 5147 228 4919 141 570770 10809 2012 8797 559961 44986 11432 514975

Tree=31
num_cat=0
split_feature=15 51 55 14 55 16 14 48 45 47 7 14 18 13 27 46 46 55 15 9 31 23 12
split_gain=0.0521408 8.93599 39.8268 0.611462 7.9539 0.111913 0.0546942 0.0383466 0.022887 0.331554 0.0717192 0.0497672 0.0457805 0.0245485 0.017454 0.0171814 0.161694 1.92702 0.0301497 0.0117867 0.00963488 0.143111 0.00688899
threshold=0.55725386738777172 -0.044410638511180871 0.35734058916568762 -0.35713069140911097 -0.81223031878471363 -0.82018077373504628 0.77122130990028392 0.80370745062828075 -0.092140045017003999 -1.256108224391937 -0.0031785857863724227 0.47881264984607702 0.029310756362974647 0.75589725375175487 -0.012416924349963663 -0.046981150284409516 -0.049751374870538705 -1.3123381733894346 0.29597815871238714 0.013514122925698759 2.102653026580811 -0.0097320508211851103 0.82355397939682018
left_child=8 2 -2 4 -3 6 -5 -6 9 10 -1 14 -12 -13 -11 16 18 -18 -10 -7 22 -22 -17
right_child=1 3 -4 5 7 19 -8 -9 15 11 12 13 -14 -15 -16 20 17 -19 -20 -21 21 -23 -24
leaf_value=-0.0065813271879631517 0.089676842538826143 0.03857499093639781 -0.017112741662609961 -0.0033444155794264937 -3.8839335148590824e-05 -0.00016062941799878489 -0.00087498893468814106 -0.0021833775692656804 -1.1781318002952275e-05 3.1133493884583534e-05 -0.0051201981257647279 -0.0015092782042323773 -0.0018393554010132439 0.000640351778192615 -0.00022416133689273686 -2.610103566980011e-06 0.0057283586284126182 -5.0466228983478948e-05 0.00031009355336506287 1.7040947842436637e-06 -0.0021116475049566359 -3.8090960351048938e-05 -5.5880905802770762e-05
leaf_weight=21 20 20 31 47 170 1870 93 35 24882 3831 20 116 57 22 1232 527703 223 2024 1056 9301 118 6398 8588
leaf_count=21 20 20 31 47 170 1870 93 35 24882 3831 20 116 57 22 1232 527703 223 2024 1056 9301 118 6398 8588
internal_value=-6.38661e-07 0.000123279 0.0247655 1.43369e-05 0.00305991 -4.6246e-05 -0.00170401 -0.00040498 -3.13017e-06 -0.000125182 -0.00352505 -6.11196e-05 -0.00269152 -0.00116658 -3.09884e-05 -1.99749e-06 4.29163e-05 0.000523044 1.323e-06 -2.54702e-05 -4.32961e-06 -7.56416e-05 -3.46317e-06
internal_weight=587878 11587 51 11536 225 11311 140 205 576291 5299 98 5201 77 138 5063 570992 28185 2247 25938 11171 542807 6516 536291
internal_count=587878 11587 51 11536 225 11311 140 205 576291 5299 98 5201 77 138 5063 570992 28185 2247 25938 11171 542807 6516 536291

Tree=32
num_cat=0
split_feature=32 51 23 49 17 16 50 14 20 49 3 50 17 24 46 17 17 17 35 35 31 23 0
split_gain=0.0461697 7.91265 37.6601 1.11975 6.43733 0.101362 0.0651801 0.0485499 0.0172474 0.0494686 0.0414679 0.0239972 0.0203387 0.0219618 0.0195272 0.213291 4.83465 0.0125721 0.0111762 0.00882105 0.00811567 0.124295 0.00495412
threshold=0.55725386738777172 -0.044410638511180871 0.0095878983847796934 -0.12514873594045636 -0.66980478167533863 -0.82018077373504628 0.049617074429988868 0.77122130990028392 0.076401639729738249 0.70977953076362621 0.16409748047590259 -1.36309278011322 -0.85420712828636158 1.5294259190559389 -0.046981150284409516 -0.67383038997650135 -0.67800009250640858 -0.80106624960899342 1.5053781867027285 -1.2487861514091489 2.102653026580811 -0.0097320508211851103 0.015861606225371364
left_child=8 2 -2 4 -3 7 -6 -5 14 12 11 -11 13 -10 15 16 -1 -7 -17 -14 22 -22 -16
right_child=1 3 -4 5 6 17 -8 -9 9 10 -12 -13 19 -15 20 18 -18 -19 -20 -21 21 -23 -24
leaf_value=9.0856767936240625e-05 0.086425324412062757 0.036078443986608179 -0.017418840231433988 -0.003133799241557426 -0.0047753970151214161 -0.00032880836713066109 -0.00077851777708119881 -0.00082336458993226952 -0.0003456351265063545 -0.001085057449740917 -0.0028198761204171374 -0.0002587934420785277 6.2847296207855624e-05 -0.0022219082708081418 -1.3376420439275312e-06 -1.8416886611405036e-05 0.012883892115934837 -5.6969361069859133e-06 -0.00055503272909610956 -5.3330979423904737e-05 -0.0020089009347865235 -3.4803826775324444e-05 -2.4996846212317746e-05
leaf_weight=3439 20 20 31 48 20 436 49 93 389 162 27 500 2852 23 497568 20538 106 10870 136 11244 113 6352 32842
leaf_count=3439 20 20 31 48 20 436 49 93 389 162 27 500 2852 23 497568 20538 106 10870 136 11244 113 6352 32842
internal_value=-6.00979e-07 0.000116005 0.0233044 1.3491e-05 0.00660577 -3.77637e-05 -0.00193703 -0.0016099 -2.94549e-06 -6.49656e-05 -0.000553429 -0.000460991 -4.17679e-05 -0.000450379 -1.2657e-06 5.05561e-05 0.000473385 -1.81573e-05 -2.19469e-05 -2.9825e-05 -3.60343e-06 -6.93085e-05 -2.80258e-06
internal_weight=587878 11587 51 11536 89 11447 69 141 576291 15197 689 662 14508 412 561094 24219 3545 11306 20674 14096 536875 6465 530410
internal_count=587878 11587 51 11536 89 11447 69 141 576291 15197 689 662 14508 412 561094 24219 3545 11306 20674 14096 536875 6465 530410

Tree=33
num_cat=0
split_feature=15 51 55 5 17 49 50 20 20 19 0 47 14 19 55 17 17 13 11 16 51 48 49
split_gain=0.0408824 7.0065 35.2104 2.02149 5.5167 0.163184 0.0830424 0.0152859 0.0877125 0.636195 8.59952 0.0155281 0.0306326 0.0424272 0.0280295 0.0131658 0.0115037 0.0213894 0.00990391 0.00846636 0.0509878 0.00481507 0.00338725
threshold=0.55725386738777172 -0.044410638511180871 0.35734058916568762 -0.29874807596206659 -0.52129998803138722 -0.12514873594045636 0.035385990515351302 0.032806342467665679 0.025017027743160728 0.00048415971104986971 -0.034956371411681168 -1.256108224391937 0.92840704321861278 0.078965377062559142 2.0211037397384648 -0.80106624960899342 -0.8429943025112151 -1.6929550766944883 -0.93612900376319874 0.47032849490642553 -0.048838386312127106 -3.0150364637374873 2.4989113807678227
left_child=7 2 -2 4 -3 6 -5 8 19 10 -10 12 14 -14 -9 -7 17 -13 -18 21 -21 -1 -11
right_child=1 3 -4 5 -6 15 -8 11 9 22 -12 16 13 -15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=-0.00022324338341852415 0.082962899507209656 0.035927339561795814 -0.017447045063299516 -0.0055386919050166997 -0.0035732253301539456 -0.00033650120622003921 -0.0014603318607301584 -0.00013001457537802912 0.023607142520534863 -1.8758952965456197e-05 0.00032592667833279752 -0.00097365331902641195 6.1192323437849575e-05 -0.0036463591644978369 -0.0016689567277762328 -7.7060216432421255e-06 3.2778775715725531e-05 -0.00012592718193707482 -4.1978537783353159e-05 -0.0011930330515613991 -1.7573004151958785e-05 -2.7551170067990546e-06 -0.00070670689159072929
leaf_weight=345 20 20 31 24 32 441 63 2157 58 7225 1156 119 22 21 42 10956 8102 801 25854 146 1069 529149 25
leaf_count=345 20 20 31 24 32 441 63 2157 58 7225 1156 119 22 21 42 10956 8102 801 25854 146 1069 529149 25
internal_value=-5.65522e-07 0.000109161 0.0219294 1.2695e-05 0.0116193 -3.98601e-05 -0.0025854 -2.7717e-06 -2.50514e-07 0.000188183 0.00143821 -3.93943e-05 -0.000189904 -0.00174947 -0.000159408 -2.04286e-05 -2.97188e-05 -0.000235579 -2.41412e-05 -3.25575e-06 -0.000158822 -2.89878e-06 -2.11312e-05
internal_weight=587878 11587 51 11536 52 11484 87 576291 539173 8464 1214 37118 2242 43 2199 11397 34876 920 33956 530709 1215 529494 7250
internal_count=587878 11587 51 11536 52 11484 87 576291 539173 8464 1214 37118 2242 43 2199 11397 34876 920 33956 530709 1215 529494 7250

Tree=34
num_cat=0
split_feature=15 51 27 5 26 49 8 20 49 3 29 46 9 9 5 28 9 9 49 5 7 23
split_gain=0.0362006 6.20412 35.6641 1.78999 5.73763 0.144496 0.0547604 0.0140279 0.0432195 0.0354769 0.0169157 0.0164662 0.173054 6.14728 0.0115737 0.0191377 0.0110578 0.0101888 0.00650365 0.00632978 0.170952 0.00555945
threshold=0.55725386738777172 -0.044410638511180871 0.013741776347160341 -0.29874807596206659 -0.55583626031875599 -0.12514873594045636 0.069678060710430159 0.076401639729738249 0.70977953076362621 0.16409748047590259 1.167691767215729 -0.046981150284409516 -0.000732359243556857 -0.00048522991710342461 -1.7137129306793211 0.38821154832839971 0.0090745883062481898 1.8047060370445254 -1.3179033398628233 2.1598320007324223 0.024630161002278331 -0.032262491062283509
left_child=7 2 -2 4 -3 6 -5 11 14 10 -10 12 18 -14 15 -9 -7 -16 -1 21 -21 -13
right_child=1 3 -4 5 -6 16 -8 8 9 -11 -12 19 13 -15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0001238811490891028 -0.018993760239693427 -0.0045599903824913779 0.08206103167906402 -0.0044731975526238477 0.035723764577903785 -0.00017809880516065903 -0.001358995531514091 8.7227188211822941e-05 -0.00018286539756465464 -0.002611453243789987 -0.00079009575109662586 -3.9596046049081667e-05 0.016194827674798771 5.7592254636183734e-05 -5.2019718161570574e-05 0.0014648188398536553 2.0349495117267106e-06 -0.0011993278238713477 -1.1262255558439585e-05 -0.002658719017406629 -2.5957844963537956e-05 -1.5408359210650838e-06
leaf_weight=1977 31 32 20 30 20 1345 57 1410 393 27 269 13718 84 3778 13035 36 10052 27 18380 87 6512 516558
leaf_count=1977 31 32 20 30 20 1345 57 1410 393 27 269 13718 84 3778 13035 36 10052 27 18380 87 6512 516558
internal_value=-5.32156e-07 0.000102721 0.0206356 1.1946e-05 0.0109338 -3.75084e-05 -0.00243286 -2.60817e-06 -5.85409e-05 -0.00051511 -0.00042961 -1.09326e-06 4.64939e-05 0.000408583 -3.68579e-05 0.000121524 -1.92233e-05 -5.43913e-05 -2.21994e-05 -3.23996e-06 -6.06677e-05 -2.52531e-06
internal_weight=587878 11587 51 11536 52 11484 87 576291 15197 689 662 561094 24219 3862 14508 1446 11397 13062 20357 536875 6599 530276
internal_count=587878 11587 51 11536 52 11484 87 576291 15197 689 662 561094 24219 3862 14508 1446 11397 13062 20357 536875 6599 530276

Tree=35
num_cat=0
split_feature=15 29 29 51 51 49 7 16 45 47 7 17 24 14 26 46 46 49 15 31 23 0 33
split_gain=0.0320549 5.96494 48.12 2.66802 2.22405 1.07302 6.149 0.181132 0.0186884 0.284843 0.0582066 0.0572497 0.0819527 0.0262909 0.0210019 0.0120818 0.139882 1.90551 0.0279012 0.00744936 0.112538 0.00629081 0.000316268
threshold=0.55725386738777172 0.046723101288080222 0.031480018049478538 -0.044410638511180871 -0.044410638511180871 -0.12514873594045636 0.049564968794584281 -1.5408351421356199 -0.092140045017003999 -1.256108224391937 -0.0031785857863724227 -0.8243863284587859 1.5294259190559389 0.47881264984607702 0.27821560204029089 -0.046981150284409516 -0.049751374870538705 -1.3179033398628233 0.29597815871238714 2.102653026580811 -0.0097320508211851103 -0.029895965941250321 -0.19950059056282041
left_child=8 2 4 -3 -2 6 -5 -7 9 10 -1 12 -11 -13 -12 16 18 -18 -10 21 -21 -17 -6
right_child=1 3 -4 5 22 7 -8 -9 15 11 14 13 -14 -15 -16 19 17 -19 -20 20 -22 -23 -24
leaf_value=-0.0060173799977859561 -0.020791225625918463 -0.021038912189148721 0.093825472910743668 0.035268412909377364 0.00038847199121367086 -0.0034491795711801385 -0.0018859479496836748 -2.3983943195078132e-05 -1.5060029366955505e-05 -0.0006157369120930044 -0.0035262526165940988 9.8452071219972569e-06 -0.0044929446732359267 -0.00083719585189251009 -0.0015759772627818164 -3.8744971441849685e-05 0.0057921650131321067 -7.319174053690385e-05 0.00029457972825948614 -0.001871568856491649 -3.2791972165461602e-05 -1.4940759346475927e-06 9.1137383955356189e-05
leaf_weight=21 26 21 21 20 33 54 69 11323 24882 197 37 4852 21 131 40 16275 213 2034 1056 118 6398 520016 20
leaf_count=21 26 21 21 20 33 54 69 11323 24882 197 37 4852 21 131 40 16275 213 2034 1056 118 6398 520016 20
internal_value=-5.00759e-07 9.66601e-05 0.0144441 -2.82411e-05 -0.00665734 1.024e-05 0.00646335 -4.02414e-05 -2.45429e-06 -0.000112744 -0.00326403 -5.33658e-05 -0.000989229 -1.2423e-05 -0.00251312 -1.43076e-06 3.62325e-05 0.000482803 -2.45383e-06 -3.38641e-06 -6.60909e-05 -2.62454e-06 0.00027627
internal_weight=587878 11587 100 11487 79 11466 89 11377 576291 5299 98 5201 218 4983 77 570992 28185 2247 25938 542807 6516 536291 53
internal_count=587878 11587 100 11487 79 11466 89 11377 576291 5299 98 5201 218 4983 77 570992 28185 2247 25938 542807 6516 536291 53

Tree=36
num_cat=0
split_feature=3 15 29 29 15 5 29 15 33 17 45 45 14 4 47 5 19 31 23 23 6 18 4
split_gain=0.0504076 0.573968 53.9955 0.372918 1.44143 0.111276 0.0524632 0.104002 0.262411 0.039379 0.193613 0.0313703 4.88467 11.721 0.101124 0.0264433 0.0128291 0.0103524 0.154267 0.00919193 0.003866 0.00231089 0.000294159
threshold=0.045459374785423286 0.55725386738777172 0.077078320086002364 0.0082062832079827803 0.55725386738777172 -0.13823144137859342 0.083711124956607832 0.55725386738777172 -0.065244954079389558 -0.8243863284587859 -0.17180078476667401 -0.092140045017003999 0.47881264984607702 -0.025149482302367684 -1.256108224391937 -0.30929592251777643 0.15507582575082782 2.102653026580811 -0.0097320508211851103 -0.032262491062283509 0.78196901082992565 0.014026825316250326 0.053016455844044692
left_child=1 11 -3 4 20 -4 7 21 -9 10 -8 12 14 -14 -1 -11 -7 19 -19 -13 22 -5 -2
right_child=3 2 5 6 -6 16 9 8 -10 15 -12 17 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0023570385531462359 -2.6926485936035696e-05 0.097446359984297293 -0.0045224661335116255 -5.0277075630111494e-05 -0.013925851572124167 -3.4068729700208528e-05 -0.0050982116781205173 -0.00043620357849872784 -0.0056654501107453971 -0.00053003032140350116 -0.00027035614583754828 -4.1383469843032834e-05 -0.0023558007046718754 0.053704510109475807 -3.0760728029385675e-05 -2.8968316392379236e-05 -0.00062627742677610269 -0.0020376195519921252 -3.6542080897643812e-05 -2.3119539031352329e-06 -0.00084003958105555892 -0.0006744454870429101 0.00018831647793969396
leaf_weight=66 77 20 20 336 33 1314 31 122 46 376 430 21812 37 20 4512 14723 141 137 6350 536564 21 22 31
leaf_count=66 77 20 20 336 33 1314 31 122 46 376 430 21812 37 20 4512 14723 141 137 6350 536564 21 22 31
internal_value=-3.32992e-06 -4.13995e-07 0.00115412 -0.000105802 -0.0029224 -0.000151539 -7.74368e-05 -0.000656955 -0.00186802 -5.78464e-05 -0.000595006 -3.44478e-06 0.000149421 0.0173145 -6.42982e-05 -4.14459e-05 -9.1458e-05 -4.69913e-06 -7.88032e-05 -3.83822e-06 -0.000107569 -8.86338e-05 3.48562e-05
internal_weight=587241 570993 1495 16248 162 1475 16086 526 168 15560 461 569498 4635 57 4578 15099 1455 564863 6487 558376 129 358 108
internal_count=587241 570993 1495 16248 162 1475 16086 526 168 15560 461 569498 4635 57 4578 15099 1455 564863 6487 558376 129 358 108

Tree=37
num_cat=0
split_feature=4 4 21 17 51 15 20 15 51 2 17 45 9 45 47 33 0 8 49 33 23 51 19 9
split_gain=0.0314824 0.433573 9.43826 47.8642 0.19706 1.28789 0.0695402 0.0446105 2.45021 0.0704911 0.0233715 0.0770116 0.0352671 0.0183856 1.83484 0.0153448 0.0135611 0.012439 0.0431688 0.016043 0.00906191 0.00441227 0.0011067 0.00076057
threshold=0.074974935501813902 0.065847475081682219 1.2277988195419314 -0.13248686492443082 -0.044410638511180871 0.49088101089000707 -0.0077855277340859166 0.55725386738777172 -0.044410638511180871 -0.063365582376718507 -0.83368489146232594 -0.11844265833497046 0.010428547859191896 -0.092140045017003999 -1.256108224391937 5.0220639705657968 0.015861606225371364 0.036664834246039398 2.1410850286483769 4.1410574913024911 -0.032262491062283509 -0.03032819181680679 0.047909354791045196 0.0093966904096305388
left_child=1 7 6 -4 5 16 -3 13 -9 -10 11 12 -6 14 -1 -13 23 18 -12 -19 -15 -8 -5 -2
right_child=4 2 3 22 10 -7 21 8 9 -11 17 15 -14 20 -16 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.008143863779779513 1.1698899856128263e-05 -0.0029780988806712063 0.10023582064713846 0.00021617139347035301 -0.0012490998826952735 -0.015404443305874751 -0.00037793679763637562 -0.01700704458914697 -0.0035549735786746168 -4.0825393584132065e-05 -0.0001059203913479253 -8.3108460126256329e-07 -0.0046293578513321425 -4.150625873735277e-05 -5.457994855361013e-05 -0.0015516458687046542 -0.0016936065156420226 1.5082853008363064e-06 -0.0011105718498451488 -0.00033160219007348491 -2.5768895356540972e-06 -4.3112927423421049e-05 -0.00021017364182297305 -0.00030147989907418376
leaf_weight=97 118 29 20 67 22 22 148 30 20 3057 2580 199 21 21643 4668 25 20 8016 158 537 543834 1844 31 35
leaf_count=97 118 29 20 67 22 22 148 30 20 3057 2580 199 21 21643 4668 25 20 8016 158 537 543834 1844 31 35
internal_value=-3.13345e-06 -1.18121e-06 0.000837253 0.0170566 -9.87254e-05 -0.00195867 -0.000109748 -4.30917e-06 -0.000227266 -6.36668e-05 -6.73454e-05 -0.000612934 -0.00289992 -3.09438e-06 0.000112314 -0.000173913 -0.000248806 -5.44438e-05 -0.000163895 -1.94061e-05 -4.06687e-06 -6.79894e-05 8.13071e-05 -5.99433e-05
internal_weight=587241 575488 2139 118 11753 195 2021 573349 3107 3077 11558 267 43 570242 4765 224 173 11291 2738 8553 565477 1992 98 153
internal_count=587241 575488 2139 118 11753 195 2021 573349 3107 3077 11558 267 43 570242 4765 224 173 11291 2738 8553 565477 1992 98 153

Tree=38
num_cat=0
split_feature=3 15 29 29 15 5 29 15 33 49 49 15 49 19 49 17 12 12 55 9 18 50
split_gain=0.0435348 0.504544 47.5754 0.29752 1.16595 0.0975994 0.0419581 0.0835032 0.217748 0.0361758 0.0359467 0.137247 0.0302036 0.0143168 12.7337 0.0150956 0.00787864 0.0298039 0.00900215 0.0054436 0.00205674 0.000449997
threshold=0.045459374785423286 0.55725386738777172 0.077078320086002364 0.0082062832079827803 0.55725386738777172 -0.13823144137859342 0.083711124956607832 0.55725386738777172 -0.065244954079389558 -0.12514873594045636 -0.12514873594045636 0.55725386738777172 4.6458699703216562 0.089487399905920043 0.82905498147010814 -0.85420712828636158 0.019733949564397339 0.014404436573386194 2.1039566993713383 0.033047888427972801 0.014026825316250326 0.80611097812652599
left_child=1 13 -3 4 19 -4 7 20 -9 -7 11 -8 -12 16 15 -15 17 -1 -18 -2 -5 -21
right_child=3 2 5 6 -6 9 10 8 -10 -11 12 -13 -14 14 -16 -17 18 -19 -20 21 -22 -23
leaf_value=-1.784681117376239e-06 -0.00097711262936572884 0.091468782797828302 -0.0042368720669357573 -4.5675910359802528e-05 -0.012510282531747536 -0.0021500488927844782 -0.00018443679005861213 -0.00037198455435592207 -0.0051354714689761114 -4.5137559253302954e-05 -3.7564020475494098e-05 -0.0035389151323434649 -0.0018520931626985655 -0.00050669701451071432 0.043908361278489516 -4.7571484800491516e-05 -1.6213597384623403e-05 0.00020799001966904476 -0.00015376864891337099 2.4975945989946635e-05 -0.00063452307719853707 0.00033468934942720803
leaf_weight=450796 20 20 20 336 33 29 318 122 46 1426 15161 49 32 259 23 6644 107724 2370 1682 89 22 20
leaf_count=450796 20 20 20 336 33 29 318 122 46 1426 15161 49 32 259 23 6644 107724 2370 1682 89 22 20
internal_value=-2.94858e-06 -2.38724e-07 0.00108222 -9.81794e-05 -0.00261398 -0.000143359 -7.2843e-05 -0.000591103 -0.00167627 -8.70911e-05 -5.53234e-05 -0.00063231 -4.13858e-05 -3.08031e-06 8.12291e-05 -6.47978e-05 -4.11827e-06 -6.87586e-07 -1.83284e-05 -8.2369e-05 -8.1862e-05 8.18041e-05
internal_weight=587241 570993 1495 16248 162 1475 16086 526 168 1455 15560 367 15193 569498 6926 6903 562572 453166 109406 129 358 109
internal_count=587241 570993 1495 16248 162 1475 16086 526 168 1455 15560 367 15193 569498 6926 6903 562572 453166 109406 129 358 109

Tree=39
num_cat=0
split_feature=3 32 20 51 32 20 29 16 16 32 5 49 32 14 13 5 26 35 9 23 20 31 16 13
split_gain=0.0404687 0.604496 50.8937 0.567531 3.82849 0.482679 0.0913749 0.0787804 0.0378971 0.0311958 0.107519 0.0280171 0.131491 0.0167587 4.49282 12.3899 0.0193076 0.0163333 0.0151948 0.0116797 0.00830398 0.0120462 0.00614095 0.00174853
threshold=0.040722083300352103 0.55725386738777172 0.0049974783323705205 -0.044410638511180871 0.55725386738777172 -0.002587220747955143 0.17078523337841037 -1.0598075985908506 -0.6863274574279784 0.55725386738777172 -0.29874807596206659 -0.12514873594045636 0.55725386738777172 0.47881264984607702 -0.054623955860733979 -0.18743128329515454 -1.3378882408142088 -0.66173437237739552 -0.5283193290233611 0.037225099280476577 0.011745989788323643 2.102653026580811 0.47032849490642553 0.60746121406555187
left_child=1 13 -3 4 19 -6 -4 -8 9 17 -11 12 -10 20 15 -15 -16 -5 -13 23 22 -22 -1 -2
right_child=3 2 6 8 5 -7 7 -9 11 10 -12 18 -14 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-1.1487523563687508e-06 3.2912380808731973e-05 0.094655422654829444 -0.0039196589934189152 0.00071593000548825822 -0.01091884012618102 -0.022919571556683095 -0.0037465993439379543 -0.00010050899436157208 -8.4502836488772846e-05 -0.0037870279693798651 -0.00028230841471602551 0.0010796133065460625 -0.0033166401468436506 0.05415758552521583 -0.00070975356565240819 -0.0016535045926691964 -6.5346181510111622e-05 -0.00040305090957739394 -1.8195833835504127e-05 -0.0014339218127530661 -2.2806154469583634e-05 -0.00039156165826986962 -0.00020948242296396895 -0.0003411634260732031
leaf_weight=502442 266 20 23 53 20 28 21 1166 311 42 111 44 51 20 167 45 5248 317 17237 22 58732 310 493 52
leaf_count=502442 266 20 23 53 20 28 21 1166 311 42 111 44 51 20 167 45 5248 317 17237 22 58732 310 493 52
internal_value=-2.77461e-06 2.29848e-08 0.00130657 -8.85221e-05 -0.00232128 -0.0179193 -0.000236384 -0.000165014 -4.08335e-05 -0.000535783 -0.00124439 -2.61615e-05 -0.000539859 -2.80905e-06 9.98683e-05 0.0155191 -8.52199e-05 -0.000242764 -1.54006e-05 -0.000119212 -3.81028e-06 -2.47423e-05 -1.35297e-06 -2.82572e-05
internal_weight=587241 568687 1230 18554 388 48 1210 1187 18166 523 153 17643 362 567457 5480 65 5415 370 17281 340 561977 59042 502935 318
internal_count=587241 568687 1230 18554 388 48 1210 1187 18166 523 153 17643 362 567457 5480 65 5415 370 17281 340 561977 59042 502935 318

Tree=40
num_cat=0
split_feature=5 5 21 55 21 51 15 24 34 48 45 47 16 45 47 0 8 8 15 24 15 51 6 16 18 26 2 49
split_gain=0.0308147 0.142993 6.40773 49.2903 0.0433998 0.0723186 0.938315 0.03547 0.0701628 0.0308577 0.0279035 0.085679 0.169969 0.0788578 2.60782 0.0275763 0.0209919 0.0170718 0.014527 0.00999822 0.0605823 0.396493 0.00758553 0.0070426 0.00637038 0.0205989 0.00614526 0.00428098
threshold=2.4104387760162358 2.1598320007324223 1.2277988195419314 0.30160088837146765 0.19851075857877734 -0.010753011796623467 0.55725386738777172 -0.74846577644348133 1.5559740066528323 -3.0150364637374873 -0.11844265833497046 -1.256108224391937 -0.11024454236030577 -0.092140045017003999 -1.256108224391937 -0.029895965941250321 0.026782664470374588 0.028561961837112907 0.2124932259321213 0.85144859552383434 0.55725386738777172 -0.010753011796623467 -0.52896362543106068 0.47032849490642553 0.22155543416738513 1.9178434014320376 -0.024961636401712891 0.35195313394069677
left_child=1 10 7 -4 19 6 17 8 -3 -9 11 12 -1 14 -12 -13 -5 -6 -15 20 23 -22 -7 -2 26 -26 -21 -24
right_child=4 2 3 16 5 22 -8 9 -10 -11 13 15 -14 18 -16 -17 -18 -19 -20 24 21 -23 27 -25 25 -27 -28 -29
leaf_value=-0.0046783990978268731 -4.069815228532036e-06 0.00030280310607694056 0.098568936239823948 -0.002083695998149259 -0.0015932264266910871 0.00081057095009073855 -0.01303073018652404 -0.002142877186788246 -0.0041496577900877376 -6.4135716541845398e-05 0.010074263996687595 1.0644614914248785e-07 -0.00016912381151778391 -1.9175623788708572e-06 -6.5983978067587229e-05 -0.00031898527653084839 -6.2911076104892917e-05 -3.0570286260098654e-05 -4.1702377106467453e-05 -0.0010745405651949114 -0.0088518365369666188 -0.00017380714971228724 0.00052930563995054133 -0.00094045916210221733 0.0021286977613854106 -7.713364777110395e-05 -3.6690415458592851e-05 -0.00024499409568552694
leaf_weight=43 779 28 20 21 28 29 22 25 22 4377 92 2829 90 537499 2186 1414 121 186 33967 20 21 144 27 29 20 56 2833 313
leaf_count=43 779 28 20 21 28 29 22 25 22 4377 92 2829 90 537499 2186 1414 121 186 33967 20 21 144 27 29 20 56 2833 313
internal_value=-2.61091e-06 -1.42232e-06 0.000325726 0.0118519 -0.00015629 -0.000621253 -0.00142785 -9.369e-05 -0.00165628 -7.59414e-05 -4.03331e-06 -0.000152453 -0.00162701 -2.9013e-06 0.000343543 -0.000106232 -0.00036176 -0.00023503 -4.28231e-06 -8.4198e-05 -0.000248058 -0.00127828 -0.00010538 -3.76778e-05 -2.97645e-05 0.000503348 -4.39659e-05 -0.000183506
internal_weight=587241 582734 4614 162 4507 605 236 4452 50 4402 578120 4376 133 573744 2278 4243 142 214 571466 3902 973 165 369 808 2929 76 2853 340
internal_count=587241 582734 4614 162 4507 605 236 4452 50 4402 578120 4376 133 573744 2278 4243 142 214 571466 3902 973 165 369 808 2929 76 2853 340

Tree=41
num_cat=0
split_feature=3 51 15 15 51 20 5 20 5 16 45 49 1 47 15 5 45 49 15 49 31 23 16 16
split_gain=0.0503683 0.586259 3.44727 0.566285 46.2932 0.465783 0.0957289 0.0547718 0.0355805 0.0345504 0.0332879 7.21958 9.32182 0.141857 0.0293963 0.126794 0.0296514 0.018457 0.0604081 0.0188986 0.0177288 1.24259 0.00929471 0.0044463
threshold=0.040722083300352103 -0.044410638511180871 0.55725386738777172 0.55725386738777172 0.068472564220428481 -0.0040129814296960822 0.078928757458925261 0.0098647843115031737 0.15873585641384128 0.47032849490642553 -0.092140045017003999 0.82905498147010814 -0.012980805709958075 -1.256108224391937 0.55725386738777172 -0.29874807596206659 -0.092140045017003999 -0.12514873594045636 0.55725386738777172 1.7832586169242861 2.102653026580811 -0.0097320508211851103 0.41815836727619177 0.037556698545813567
left_child=3 2 9 10 -5 -4 -6 -8 14 23 11 13 -13 -1 16 -16 -3 18 -10 -19 22 -22 -12 -2
right_child=1 8 5 4 6 -7 7 -9 17 -11 20 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-0.0028202953654381416 -0.00088727650199289191 -0.00074382731281156123 -0.010134153779440869 0.090293902840604998 -0.0037025725605932102 -0.021671873578737521 -0.0032088771992173858 -9.4041676743937463e-05 -3.9392342587150331e-05 -0.0023176221862109374 -1.759188251299574e-06 0.053596215306745576 -0.0033680246907726542 -2.2668027432066842e-05 -0.0037801821560450749 -0.00011952682858322327 -7.9869127731435757e-05 9.4437004718447252e-06 -0.0023860782895686237 -0.00017472915285901506 0.005718153488718028 -2.3201822751642467e-05 -8.8213283899057221e-05 2.2562215348206042e-05
leaf_weight=64 20 301 21 20 27 29 20 1127 173 25 552454 20 20 4448 44 131 1054 14171 49 2247 134 6328 4363 287
leaf_count=64 20 301 21 20 27 29 20 1127 173 25 552454 20 20 4448 44 131 1054 14171 49 2247 134 6328 4363 287
internal_value=-4.44954e-07 -9.61133e-05 -0.00238354 2.67414e-06 0.00128622 -0.016826 -0.000230095 -0.000148354 -4.80233e-05 -0.000208466 -2.48246e-08 0.000158883 0.0251141 -6.23507e-05 -0.000320301 -0.00103992 -0.000227361 -2.29881e-05 -0.000557355 -1.57626e-05 -1.309e-06 9.58544e-05 -2.43661e-06 -3.67107e-05
internal_weight=587577 18552 382 569025 1194 50 1174 1147 18170 332 567831 4552 40 4512 1530 175 1355 16640 222 16418 563279 6462 556817 307
internal_count=587577 18552 382 569025 1194 50 1174 1147 18170 332 567831 4552 40 4512 1530 175 1355 16640 222 16418 563279 6462 556817 307

Tree=42
num_cat=0
split_feature=21 49 8 21 31 34 23 15 51 55 5 19 5 51 34 19 49 19 49 45 7 46 17 23
split_gain=0.0464718 1.15629 39.1031 0.211632 1.93325 11.9173 0.314875 0.0434289 3.22238 0.58668 0.223127 0.0739396 0.034913 0.0351742 0.031329 0.0238725 0.126911 0.094136 9.6721 0.0333425 0.0229388 0.0155751 0.0149585 0.00968395
threshold=0.72027611732482921 2.1410850286483769 0.02888546418398619 0.84256917238235485 2.102653026580811 1.4604040384292605 -0.030672303400933739 0.55725386738777172 -0.044410638511180871 0.3923132866621018 -0.29874807596206659 0.00048415971104986971 1.8617231845855715 -0.044410638511180871 1.5683997273445132 0.12368013337254526 0.70977953076362621 0.089487399905920043 0.82905498147010814 -0.092140045017003999 0.036901134997606284 -0.24744338542222974 -0.81591686606407154 -0.030672303400933739
left_child=7 3 -3 4 6 -6 -2 15 9 -9 -10 -12 21 -14 20 17 22 23 -19 -18 -4 -5 -17 -1
right_child=1 2 14 12 5 -7 -8 8 10 -11 11 -13 13 -15 -16 16 19 18 -20 -21 -22 -23 -24 -25
leaf_value=-4.181245277591359e-05 0.0021852944133447638 0.083739232710003844 -0.0021642879360588268 0.00030105870371176024 -0.00065482666020822463 0.049408538514084645 -0.00010112878229709049 -0.023633449746295807 -0.0046285844250405963 -0.0098166345049951059 -0.001054055955768782 -1.1568826499959069e-05 -0.0011466159375502067 -0.0002134525979882385 -0.0025858768976526332 -0.00049798376847654923 -0.0039613339373948597 -2.7106620031316401e-05 0.034236349241808052 -0.0011885938543670749 -0.00012595809130000934 -3.7955205280649777e-05 -6.9195655104518691e-05 -7.2152592564545384e-07
leaf_weight=20749 236 20 20 484 96 20 1879 20 37 23 243 9330 183 607 20 310 36 2590 29 26 492 18619 3277 528231
leaf_count=20749 236 20 20 484 96 20 1879 20 37 23 243 9330 183 607 20 310 36 2590 29 26 492 18619 3277 528231
internal_value=-4.18702e-07 8.23979e-05 0.00274966 1.5849e-05 0.000560742 0.00797679 0.000153999 -3.74309e-06 -0.000127813 -0.0162431 -5.57056e-05 -3.80312e-05 -4.52607e-05 -0.000429616 -0.000295065 -1.58612e-06 -0.000151998 -5.91101e-07 0.00035229 -0.00279857 -0.00020558 -2.93658e-05 -0.000106253 -2.27458e-06
internal_weight=587577 22676 552 22124 2231 116 2115 564901 9653 43 9610 9573 19893 790 532 555248 3649 551599 2619 62 512 19103 3587 548980
internal_count=587577 22676 552 22124 2231 116 2115 564901 9653 43 9610 9573 19893 790 532 555248 3649 551599 2619 62 512 19103 3587 548980

Tree=43
num_cat=0
split_feature=5 7 49 21 24 24 49 21 7 15 19 7 5 8 19 5 46 18 15 21 51 3 21 15 51 8 16 7 7 16
split_gain=4.77524 10.1415 7.57275 3.53041 2.36241 1.38607 1.14766 3.85914 15.6088 2.16363 58.7856 1325 1.86956 1.23903 3.40324 1.02883 0.743581 22.6855 0.4003 0.307606 0.813863 1.43831 0.125184 0.102824 1.35026 0.0437406 0.0366347 0.0277328 0.0176837 0.00766904
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 1.6424518823623659 2.1199098825454716 0.68607407808303844 0.027626098133623603 0.48480661213397985 0.0029871630249544982 -0.015038088895380495 -0.4922413676977157 0.024757893756031994 0.00089683494297787558 2.1832678318023686 0.24645754694938662 -0.0067873813677579156 0.48480661213397985 0.93284386396408092 -0.02751260437071323 0.041831472888588912 1.1624502539634707 0.54038965702056896 -0.047317719087004655 0.035103157162666328 -0.16990545392036435 0.02491004299372435 0.046304486691951759 0.45985263586044317
left_child=6 2 4 5 15 -4 9 13 18 16 11 -11 -12 14 -8 -2 26 -18 -9 23 21 -21 -6 29 -25 -10 -1 -15 -22 -3
right_child=1 19 3 -5 22 -7 7 8 25 10 12 -13 -14 27 -16 -17 17 -19 -20 20 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.3981940511401104e-05 -0.0012973124338005492 1.1989448502356593e-05 -0.010512465178981483 -0.031226394367218017 0.00032078748475483827 -0.0051910416456112463 -0.00067958293644809298 -0.023412367492768107 -0.0026478040691353781 0.40786487675958072 0.010143426837812688 -0.0010294628006006204 -0.00012713337795032341 -0.0009733301560547761 -0.0069102999729338532 -0.0057743097410441358 0.053042537371407697 -2.9153421576584443e-05 -0.031047017029921211 -0.0010535793878706872 -0.002114656998425992 -0.020692187669199134 -0.0029599003380920523 -0.010986664976991181 -0.00024856573197736697 1.329232589248184e-05 5.3732797568344212e-06 4.5900720918194332e-06 -0.00035144085762368204 -0.00038623852795119704
leaf_weight=60456 255 5173 498 25 693 259 2903 51 23 29 62 566 12577 102 341 597 29 844 45 34 22 21 43 42 1384 330 503239 9773 198 174
leaf_count=60456 255 5173 498 25 693 259 2903 51 23 29 62 566 12577 102 341 597 29 844 45 34 22 21 43 42 1384 330 503239 9773 198 174
internal_value=-2.85504e-06 -0.00132093 -0.00465966 -0.00941221 -0.0023193 -0.00869179 1.81362e-05 -0.000518228 -0.00589679 3.07312e-05 0.000776435 0.0188998 -7.67516e-05 -0.000334146 -0.00133454 -0.00443436 1.32512e-05 0.00173382 -0.0269911 -0.000198227 -0.0021326 -0.00855196 0.000129117 -0.000119687 -0.000564835 -0.000160094 1.05865e-05 -5.51098e-06 -0.000527762 -9.69532e-07
internal_weight=600788 9418 2370 782 1588 757 591370 13568 449 577802 13234 595 12639 13119 3244 852 564568 873 96 7048 275 55 736 6773 1426 353 563695 9875 220 5347
internal_count=600788 9418 2370 782 1588 757 591370 13568 449 577802 13234 595 12639 13119 3244 852 564568 873 96 7048 275 55 736 6773 1426 353 563695 9875 220 5347

Tree=44
num_cat=0
split_feature=5 7 49 21 24 24 49 21 7 4 7 29 8 5 5 15 29 26 21 51 15 33 51 15 51 15 7 7 55 16
split_gain=4.22839 8.98007 6.70553 3.12611 2.09187 1.22734 1.01623 3.41719 13.8213 2.02983 37.1254 769.354 1.09754 2.96292 0.911011 0.354458 0.317654 9.06885 0.272816 0.521255 1.58701 0.155255 0.105052 0.0818147 1.0919 0.0815689 0.0397668 0.0334969 0.0196391 0.00500665
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 1.6424518823623659 2.1199098825454716 0.68607407808303844 0.027626098133623603 0.066476602107286467 -0.015038088895380495 0.19344079494476321 0.023463943041861061 1.8456857800483706 2.1832678318023686 0.48480661213397985 1.8597307801246645 -1.8247658610343931 0.68607407808303844 -0.033062240108847611 0.54038965702056896 0.36706534028053289 -0.047317719087004655 0.54038965702056896 -0.047317719087004655 0.48480661213397985 0.042170157656073577 0.02491004299372435 0.09049271792173387 0.45985263586044317
left_child=6 2 4 5 14 -4 9 12 15 16 11 -11 13 -8 -2 -9 25 -18 23 20 -20 -6 -12 29 -25 -1 -10 -14 -21 -3
right_child=1 18 3 -5 21 -7 7 8 26 10 22 -13 27 -15 -16 -17 17 -19 19 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.033127008142267e-05 -0.0012207709926868688 1.2249444689985817e-05 -0.0098922296739426471 -0.029384037154763936 0.0003577697133118914 -0.0048847701553269701 -0.00055848164946507308 -0.022031037779415352 -0.0024189027005527166 0.24214944879131733 -0.0012708447977326934 -0.00031678424158740023 -0.00091974068313385618 -0.0058428075050620453 -0.0054336254934829438 -0.029215243415037791 0.021894462711174664 0.00017176112515369767 -0.00083707695154912971 -0.0019120075079450106 -0.018666040295017106 -0.0029863700670432359 -9.8015142792670079e-05 -0.01037001972564643 -0.00022945896512185335 -0.0002442730668423977 2.2237229679351514e-05 2.6181303374334765e-06 -0.00028109719709723058 -0.00031318336457494724
leaf_weight=556208 255 5144 498 25 684 259 2736 51 25 48 272 894 139 427 597 45 68 4137 63 29 24 52 11760 38 1354 4415 328 9817 226 170
leaf_count=556208 255 5144 498 25 684 259 2736 51 25 48 272 894 139 427 597 45 68 4137 63 29 24 52 11760 38 1354 4415 328 9817 226 170
internal_value=-2.6866e-06 -0.00124299 -0.00438474 -0.00885689 -0.00218246 -0.00817898 1.70662e-05 -0.000487653 -0.00554888 2.89181e-05 0.000758566 0.0120382 -0.000314431 -0.00127186 -0.00417274 -0.0253986 1.21582e-05 0.000523044 -0.000186532 -0.00181198 -0.00575541 0.000121499 -0.000124529 -0.000103635 -0.000506285 8.32622e-06 -0.000150648 -1.02593e-05 -0.000466573 1.83853e-06
internal_weight=600788 9418 2370 782 1588 757 591370 13568 449 577802 12974 942 13119 3163 852 96 564828 4205 7048 342 87 736 12032 6706 1392 560623 353 9956 255 5314
internal_count=600788 9418 2370 782 1588 757 591370 13568 449 577802 12974 942 13119 3163 852 96 564828 4205 7048 342 87 736 12032 6706 1392 560623 353 9956 255 5314

Tree=45
num_cat=0
split_feature=5 7 49 21 24 24 32 19 23 21 51 49 5 46 18 49 21 21 51 32 33 32 51 3 47 7 16
split_gain=3.74416 7.95168 5.93762 2.76811 1.85231 1.08678 0.973326 46.7305 1238.82 51.4091 2.08803 1.56956 0.806683 0.647688 19.8832 0.336627 0.976113 0.245097 0.648998 1.15557 0.137476 0.079953 1.04811 0.0282521 0.0209565 0.0156127 0.00609729
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 1.6424518823623659 0.48480661213397985 0.0029871630249544982 -0.021760465577244755 1.1624502539634707 -0.03797421604394912 2.1199098825454716 2.1832678318023686 0.24645754694938662 -0.0067873813677579156 2.1199098825454716 0.68607407808303844 0.93284386396408092 -0.02751260437071323 0.48480661213397985 0.36706534028053289 0.54038965702056896 -0.047317719087004655 0.1806561276316643 -1.2433525025844572 0.046304486691951759 0.45985263586044317
left_child=6 2 4 5 12 -4 13 8 -8 -10 -9 -12 -2 15 -15 23 -17 21 19 -19 -6 26 -23 -1 -16 -20 -3
right_child=1 17 3 -5 20 -7 7 10 9 -11 11 -13 -14 14 24 16 -18 18 25 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=8.6665683332752878e-06 -0.0011487455004434142 1.0820827589393494e-05 -0.0093085881626031475 -0.027650378591790797 0.00033666129807265833 -0.0045965687790130438 0.46172804019701874 -0.017632927029374208 -0.0021752669773007567 0.089640410046126232 -5.5223666664291882e-05 -0.0027693543962223023 -0.0051130415837887288 0.049645283020133595 -0.0016894667340093292 -0.00021663915794617943 -0.0035684349702450953 -0.00091354458364923405 -0.001960186027265577 -0.018516354711726309 -0.0028101742264306476 -0.0096800048458168201 -0.00021930390423828035 -0.0020156622376640977 1.1982719927538802e-05 -0.00030342958811694059 -0.00034426206962928716
leaf_weight=563671 255 5173 498 25 684 259 21 24 605 22 12619 788 597 29 26 12413 310 34 22 21 52 42 1384 24 818 198 174
leaf_count=563671 255 5173 498 25 684 259 21 24 605 22 12619 788 597 29 26 12413 310 34 22 21 52 42 1384 24 818 198 174
internal_value=-2.52809e-06 -0.00116966 -0.00412604 -0.00833433 -0.0020537 -0.00769642 1.60593e-05 0.000500748 0.0159758 0.00104634 -0.000245872 -0.000214747 -0.00392654 4.23868e-06 0.00161007 1.80661e-06 -0.000298307 -0.000175526 -0.00190221 -0.00763462 0.000114331 -0.000105419 -0.00049795 8.58038e-06 -4.04316e-05 -0.000469105 -7.34142e-07
internal_weight=600788 9418 2370 782 1588 757 591370 14079 648 627 13431 13407 852 577291 873 576418 12723 7048 275 55 736 6773 1426 563695 844 220 5347
internal_count=600788 9418 2370 782 1588 757 591370 14079 648 627 13431 13407 852 577291 873 576418 12723 7048 275 55 736 6773 1426 563695 844 220 5347

Tree=46
num_cat=0
split_feature=5 7 49 21 24 24 15 9 19 51 15 49 5 46 18 49 7 21 51 15 33 9 15 51 16 47 7 16
split_gain=3.31538 7.04106 5.25765 2.45111 1.64019 0.962327 0.861862 44.7623 1830.07 3.25297 2.59434 1.78483 0.714303 0.573516 17.6062 0.298077 0.945715 0.217029 0.574675 1.02323 0.121732 0.107221 0.0707968 0.928085 0.0267098 0.0185566 0.0138248 0.00539904
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.68607407808303844 1.6424518823623659 1.6424518823623659 0.48480661213397985 -0.0018452440272085366 0.0068112392909824857 -0.042624477297067635 0.54038965702056896 -0.25953947752714152 2.1832678318023686 0.24645754694938662 -0.0067873813677579156 2.1199098825454716 0.026265495456755165 0.93284386396408092 -0.02751260437071323 0.48480661213397985 0.36706534028053289 -0.0049566603265702716 0.54038965702056896 -0.047317719087004655 -0.16990545392036435 -1.2433525025844572 0.046304486691951759 0.45985263586044317
left_child=6 2 4 5 12 -4 13 8 -8 10 -9 -11 -2 15 -15 24 -17 22 19 -19 -6 -10 27 -24 -1 -16 -20 -3
right_child=1 17 3 -5 20 -7 7 9 21 11 -12 -13 -14 14 25 16 -18 18 26 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=4.512791078011464e-05 -0.0010809695214955319 1.0182399002526303e-05 -0.008759381407101351 -0.026019006535299122 0.0003167982853009115 -0.0043253712188308646 0.55752823700074527 -0.0044108535492071209 -4.9374327443054244e-05 0.0091195203280966131 -0.024831556173177886 -0.00032674203995415233 -0.0048113721234449361 0.046716209111799453 -0.0015897882062798508 -0.0011748233154688019 8.68130344478948e-06 -0.00085964545580742081 -0.0018445350562687963 -0.017423889637525593 -0.0026443739060438157 -0.001651551971851285 -0.0091088845082336941 -0.00020636497160903111 3.6227278913135395e-06 1.1275737835660909e-05 -0.00028552723783158021 -0.00032395061134687648
leaf_weight=60456 255 5173 498 25 684 259 21 67 609 70 32 13089 597 29 26 3111 9612 34 22 21 52 191 42 1384 503239 818 198 174
leaf_count=60456 255 5173 498 25 684 259 21 67 609 70 32 13089 597 29 26 3111 9612 34 22 21 52 191 42 1384 503239 818 198 174
internal_value=-2.37893e-06 -0.00110065 -0.0038826 -0.00784261 -0.00193253 -0.00724233 1.51118e-05 0.000471204 0.0138399 -0.000356652 -0.0110115 -0.000276492 -0.00369488 3.98859e-06 0.00151507 1.70002e-06 -0.000280707 -0.00016517 -0.00178998 -0.00718418 0.000107585 -0.000431894 -9.91992e-05 -0.000468571 8.07414e-06 -3.80461e-05 -0.000441428 -6.90828e-07
internal_weight=600788 9418 2370 782 1588 757 591370 14079 821 13258 99 13159 852 577291 873 576418 12723 7048 275 55 736 800 6773 1426 563695 844 220 5347
internal_count=600788 9418 2370 782 1588 757 591370 14079 821 13258 99 13159 852 577291 873 576418 12723 7048 275 55 736 800 6773 1426 563695 844 220 5347

Tree=47
num_cat=0
split_feature=5 7 24 5 2 19 0 9 46 18 21 15 29 21 8 21 51 15 21 51 15 9 5 45 15 51 34 50 16
split_gain=2.93914 6.26936 2.35344 2.2897 0.94715 13.8121 950.27 17.4085 0.613342 14.8943 0.46025 0.387082 0.581242 0.2989 0.658731 0.256779 0.730996 1.45155 0.253597 0.205158 0.466055 0.180641 0.162824 0.0727084 0.0690616 0.969004 0.0374668 0.0121083 0.00468093
threshold=2.019058465957642 0.02491004299372435 1.6424518823623659 2.1832678318023686 0.037200450897216804 0.0029871630249544982 -0.020616853609681126 -0.0018452440272085366 0.24645754694938662 -0.0067873813677579156 1.1624502539634707 0.54038965702056896 0.11205565184354783 0.80182349681854259 -0.0052085348870605222 0.93284386396408092 -0.047317719087004655 0.54038965702056896 0.68607407808303844 -0.042624477297067635 0.44384376704692846 0.0018486698972992601 1.8456857800483706 -0.093145374208688722 0.54038965702056896 -0.047317719087004655 -0.031953066587448113 0.035695416852831847 0.45985263586044317
left_child=4 2 3 10 8 6 -6 -8 11 -10 -2 22 -13 21 -15 24 17 -17 -5 20 -7 -4 -1 -21 28 -26 -11 -18 -3
right_child=1 15 13 18 5 19 7 -9 9 26 -12 12 -14 14 -16 16 27 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=6.9557356936106311e-06 -0.0019881376949481746 9.7149183962212062e-06 -0.0022964635882813346 -0.0063352110369867013 0.35270987982411073 -0.00024113193616407492 0.031440634167876728 -0.00055725034133642486 0.042401848369588449 0.00015311985362002209 -0.010127563411584124 -0.0068678598278614422 -0.0005234373096907447 -0.00085316616201061351 -0.012212057253643353 -0.0013027560682745561 -0.0010134084499544597 -0.020614649496879429 -0.01056906966607158 -0.00070362014296053768 -0.0090653115383285132 -0.00052853535168656334 -0.00030867250700965747 -6.3172133594087369e-05 -0.0091658997868382646 -0.00019035832359672462 -0.00082592136683588499 -0.00015923765795738978 -0.00026048595878727339
leaf_weight=558443 740 6596 269 930 27 74 61 1991 30 300 25 51 3494 52 27 42 84 20 52 639 29 798 5748 17964 43 1594 249 185 231
leaf_count=558443 740 6596 269 930 27 74 61 1991 30 300 25 51 3494 52 27 42 84 20 52 639 29 798 5748 17964 43 1594 249 185 231
internal_value=-2.23857e-06 -0.000928697 -0.00331122 -0.00467416 1.61428e-05 0.000407331 0.00496949 0.000393954 1.83581e-06 0.00192113 -0.00225413 -1.21568e-07 -0.000614711 -0.00123352 -0.00473532 -0.000144997 -0.00175708 -0.0075324 -0.00655941 -9.971e-05 -0.00272561 -0.000974245 3.7401e-06 -8.51711e-05 -8.19539e-05 -0.000426124 -0.000290926 -0.000425968 5.72337e-07
internal_weight=600788 11688 2893 1747 589100 20785 2079 2052 568315 579 765 567736 3545 1146 79 8795 331 62 982 18706 103 1067 564191 18603 8464 1637 549 269 6827
internal_count=600788 11688 2893 1747 589100 20785 2079 2052 568315 579 765 567736 3545 1146 79 8795 331 62 982 18706 103 1067 564191 18603 8464 1637 549 269 6827

Tree=48
num_cat=0
split_feature=49 8 21 19 35 34 20 4 51 14 20 19 16 55 4 49 26 15 51 9 7 49 15 11 19 26 55 7 16
split_gain=2.48381 6.34208 14.9922 3.37786 1.17874 0.418017 0.334381 0.234818 0.631688 3.23215 0.464363 24.5277 0.315785 0.434126 0.269237 12.8562 0.249806 0.178516 0.429174 0.850953 0.122836 0.163687 0.108102 0.0897337 0.0770784 0.0768673 0.0767423 0.0744673 0.00697599
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.00089683494297787558 1.427729666233063 1.290300250053406 0.0077407250646501788 0.074781253933906569 -0.042624477297067635 0.52166172862052929 0.29659919440746313 0.018366006202995781 -0.8514614701271056 0.60280936956405651 0.066476602107286467 1.8932956457138064 -2.052433848381042 0.44384376704692846 0.08344693481922151 0.014555042143911125 0.02491004299372435 3.8195164203643803 0.54038965702056896 1.0773031115531924 0.0068112392909824857 -1.3946693539619444 1.4856258630752566 0.0059639648534357556 0.45985263586044317
left_child=7 2 3 4 -2 -5 26 10 9 27 14 -12 13 -10 22 -16 -14 20 19 -19 21 -3 -1 -8 -20 -13 -4 -9 -22
right_child=1 17 6 5 -6 -7 23 8 12 -11 11 25 16 -15 15 -17 -18 18 24 -21 28 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=6.3844069826698865e-06 -0.0010110835726879067 -0.00046842373817634881 -0.01883243864663952 -0.0060129361561811036 -0.0036732233319986441 -0.010184647018710772 -0.024168191608328084 -0.0037189690495288232 -0.0016234158423952369 -0.02041077066847885 0.060213991658250358 -0.0010896499848382553 -0.0067531964096419865 -0.011130001984367845 -0.00031867181453979344 0.022361727177754719 -0.00015382590574660712 -0.013714276186957367 -0.0015697125387859532 -0.0018321912131091056 2.3437379700623119e-05 -0.0046409970372320256 -0.00031182249069544848 -0.028802789372928215 3.9533580467594065e-05 0.00017647147944570407 -0.023368626981228588 9.9560187199131171e-05 -0.00022822919189139046
leaf_weight=564582 2859 120 37 293 726 117 26 20 102 33 24 202 20 20 1979 91 11923 23 119 239 11197 45 3741 33 801 961 20 160 397
leaf_count=564582 2859 120 37 293 726 117 26 20 102 33 24 202 20 20 1979 91 11923 23 119 239 11197 45 3741 33 801 961 20 160 397
internal_value=-1.68212e-05 -0.000718717 -0.0027375 -0.00213037 -0.00155019 -0.0072034 -0.0236469 3.67821e-06 -0.000251615 -0.00343664 9.1621e-06 0.00117491 -0.000195385 -0.00318187 6.73616e-06 0.000678389 -0.000164877 -7.7404e-05 -0.000768571 -0.00287528 -7.92877e-06 -0.0016064 4.2898e-06 -0.0267604 -0.000168619 -4.34396e-05 -0.0204241 -0.000324721 1.48199e-05
internal_weight=600910 17052 4111 3995 3585 410 116 583858 12278 213 571580 1187 12065 122 570393 2070 11943 12941 1182 262 11759 165 568323 59 920 1163 57 180 11594
internal_count=600910 17052 4111 3995 3585 410 116 583858 12278 213 571580 1187 12065 122 570393 2070 11943 12941 1182 262 11759 165 568323 59 920 1163 57 180 11594

Tree=49
num_cat=0
split_feature=49 2 9 22 35 34 19 9 49 9 48 26 51 20 4 51 14 20 18 16 4 49 19 15 45 16 26 9 31
split_gain=2.19937 2.51278 2.71484 1.89998 1.04877 0.634889 0.595404 0.778194 0.538409 0.353273 0.343491 0.297026 0.274909 0.44596 0.207927 0.559348 2.86201 0.411184 22.3546 0.279621 0.238405 11.384 0.228721 0.214056 0.114632 0.0689744 0.0671022 0.0503253 0.028661
threshold=2.1199098825454716 0.034190136939287193 0.043699821457266814 -0.34670263528823847 1.427729666233063 1.3853808641433718 0.00089683494297787558 0.026195165701210502 3.4795950651168828 -0.0049566603265702716 -2.2172124385833736 -0.61221042275428761 -0.047317719087004655 -0.0078679458238184435 0.074781253933906569 -0.042624477297067635 0.52166172862052929 0.29659919440746313 -0.0058871116489171973 -0.8514614701271056 0.066476602107286467 1.8932956457138064 0.004761686548590661 0.48480661213397985 -0.17385151982307431 0.17589350789785388 0.51756390929222118 0.079031709581613555 1.8034135699272158
left_child=14 4 3 9 6 11 10 -8 -5 -3 -2 -6 13 -4 17 16 25 20 -19 23 24 -22 -21 -17 -1 -16 -20 -14 -7
right_child=1 2 12 8 5 28 7 -9 -10 -11 -12 -13 27 -15 15 19 -18 18 26 22 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00058152886249371793 -0.0015273815923465758 -0.00044291545317762276 -0.00091381070241506679 -0.01541129124368837 -0.0020414578096867278 6.0266673643198036e-05 -0.0031973975155384737 -0.00013963390379571466 -0.0050103804784926717 -0.0057469119711638936 -0.00019310753955627339 -0.0042911221814108808 -0.0020183094458985805 -0.010213820537140626 -0.003483523364531547 2.2331627290125707e-05 -0.019206534992875248 0.058705558304877385 -0.0003077952073369752 -0.0010023495352960311 -0.00029987017917978618 0.021042385250555126 -7.6461085724743532e-05 -0.0050188983980795909 2.820885679931459e-06 0.00011416839047280586 0.00069652764744327928 -0.00024198743369312949 -0.0022415351995194212
leaf_weight=1194 708 55 50 99 434 322 574 585 21 213 13074 386 64 28 21 49 33 23 845 1015 1979 91 10928 73 567129 159 319 419 20
leaf_count=1194 708 55 50 99 434 322 574 585 21 213 13074 386 64 28 21 49 33 23 845 1015 1979 91 10928 73 567129 159 319 419 20
internal_value=-1.58287e-05 -0.000676313 -0.00362659 -0.0074211 -0.000502444 -0.0022098 -0.000369658 -0.00165401 -0.0135911 -0.00465841 -0.000261651 -0.00310045 -0.00100221 -0.00425228 3.46119e-06 -0.000236769 -0.00323388 8.62154e-06 0.00110559 -0.000183857 6.33873e-06 0.000638364 -0.00015515 -0.00299414 4.0367e-06 -0.000305562 -3.25555e-05 -0.000477359 -7.43416e-05
internal_weight=600910 17052 949 388 16103 1162 14941 1159 120 268 13782 820 561 78 583858 12278 213 571580 1187 12065 570393 2070 11943 122 568323 180 1164 483 342
internal_count=600910 17052 949 388 16103 1162 14941 1159 120 268 13782 820 561 78 583858 12278 213 571580 1187 12065 570393 2070 11943 122 568323 180 1164 483 342

Tree=50
num_cat=0
split_feature=5 7 24 5 16 16 7 19 15 9 20 18 7 5 16 15 21 51 15 9 21 33 26 48 16 15 51 55 1 16
split_gain=2.26643 4.96701 2.81179 1.0455 0.356117 0.362954 37.7292 0.32758 0.777162 7.53648 0.283232 19.8851 0.265974 0.46896 0.194068 0.182912 0.155957 0.422765 0.830489 0.144196 0.135154 0.132155 0.0828783 0.0672904 0.0655786 0.0580846 0.97019 0.050352 0.043031 0.00287209
threshold=2.0925335884094243 0.02491004299372435 1.6424518823623659 2.1832678318023686 0.45985263586044317 0.41388021409511572 -0.015038088895380495 0.0068112392909824857 0.48480661213397985 -0.0016122917295433579 0.29659919440746313 -0.0058871116489171973 0.030422003939747814 1.8976381421089175 0.35010221600532537 0.54038965702056896 0.93284386396408092 -0.03797421604394912 0.54038965702056896 0.0011920230463147166 0.80182349681854259 0.70385038852691661 0.40231975913047796 -1.4635246396064756 -0.0061277574859559527 0.54038965702056896 -0.042624477297067635 0.030200339853763584 -0.088511392474174486 0.45985263586044317
left_child=4 2 3 20 5 10 -7 8 22 -10 15 -12 13 -9 -5 -1 25 18 -18 24 -2 -21 -6 -8 -4 29 -27 -19 -14 -3
right_child=1 16 19 14 7 6 23 12 9 -11 11 -13 28 -15 -16 -17 17 27 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.2860533504994342e-06 -0.0021693444511612378 1.8821753533991432e-05 -0.00010231936685020281 -0.0056683328172949781 -0.0001325013353984775 0.064356775833064594 -0.0016401884147400675 -0.00046641073379797193 -0.036138465801010961 -0.0013685183578778606 0.055241933291049101 -0.00013780782701588155 -0.00049021004465974187 -0.0036505748635341693 -0.0078451851722550151 -0.00039366611406769949 -0.00049699929265559391 -0.0029207928540369416 -0.015733490606734995 -0.00042490480664637115 -0.0071502161778451406 -0.004293470790689753 -0.0017947051515772891 -0.00011484333664542079 -0.0026679281826366072 -0.0086583051612348447 -0.00012364604539852252 -5.6073491957859097e-05 4.902563815851642e-05 -0.0002297403422872193
leaf_weight=571829 366 5217 42 789 971 32 106 3405 23 384 23 1207 559 169 174 4049 33 24 20 780 20 32 117 2004 199 48 1361 194 6566 167
leaf_count=571829 366 5217 42 789 971 32 106 3405 23 384 23 1207 559 169 174 4049 33 24 20 780 20 32 117 2004 199 48 1361 194 6566 167
internal_value=-1.48948e-05 -0.00092061 -0.0032383 -0.00502177 -3.98954e-07 6.24355e-06 0.000772834 -0.000315937 -0.001134 -0.0033334 3.39827e-06 0.000897748 -0.000201626 -0.000616977 -0.00606166 1.48805e-06 -0.000132517 -0.00152047 -0.00624662 -0.000953497 -0.00242742 -0.000577361 -0.000311249 -0.000191472 -0.00222081 -7.71462e-05 -0.000414394 -0.000371455 6.71929e-06 1.11119e-05
internal_weight=600910 9466 2402 1349 591444 579250 2142 12194 1495 407 577108 1230 10699 3574 963 575878 7064 271 53 1053 386 812 1088 2110 241 6793 1409 218 7125 5384
internal_count=600910 9466 2402 1349 591444 579250 2142 12194 1495 407 577108 1230 10699 3574 963 575878 7064 271 53 1053 386 812 1088 2110 241 6793 1409 218 7125 5384

Tree=51
num_cat=0
split_feature=5 7 49 21 24 5 24 4 49 7 21 19 7 4 5 27 29 19 9 21 51 15 7 13 5 55 15 51 46 9
split_gain=2.01948 4.46208 5.11789 2.08769 0.760735 0.918784 0.685317 0.455878 1.16678 3.38367 4.0584 0.388093 1.97336 0.256339 11.4003 49.2657 0.237318 15.6457 0.207211 0.182443 0.316454 1.16186 0.168406 0.168267 0.122187 0.0557359 0.0473792 0.804081 0.0461556 0.00358794
threshold=2.019058465957642 0.02491004299372435 2.1199098825454716 0.80182349681854259 1.6424518823623659 2.1832678318023686 1.6424518823623659 0.074781253933906569 2.1199098825454716 0.030422003939747814 0.68607407808303844 0.004761686548590661 -0.016054900363087651 0.066476602107286467 1.8976381421089175 0.017991068772971634 1.8597307801246645 0.018366006202995781 -0.3861210942268371 0.68607407808303844 -0.03797421604394912 0.54038965702056896 -0.015038088895380495 -0.50043711066246022 1.8456857800483706 0.77243155241012584 0.54038965702056896 -0.042624477297067635 0.055770659819245345 -0.12265830859541892
left_child=7 2 4 6 5 -2 -4 13 11 10 -10 12 -9 16 22 -16 24 -18 -11 26 21 -21 -15 -13 -1 -22 29 -28 -6 -3
right_child=1 19 3 -5 28 -7 -8 8 9 18 -12 23 -14 14 15 -17 17 -19 -20 20 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.939482620147685e-06 -0.00044164574866714619 -0.00028958062387985539 -0.0071629854996333947 -0.024838670411280222 0.00039080465159227625 -0.0037932691718354666 -0.0036700558514875131 -0.016178077114420011 -0.0045605882778255724 -0.0046254617844262271 -0.023435981822665781 -0.00058480096801989873 -0.0008174129091091958 -0.0020009792831708392 -0.00060772152517820353 0.10292186225977347 0.038133829704268984 0.0001060387698780127 -0.00010911658614202892 -0.00037980260494992218 -0.0020767995202834507 -0.014678370928012385 -0.00014447486862104839 5.2929229780336035e-05 -0.00026010271598289668 3.1048484110357434e-06 -0.0082121067785827281 -0.00012270686940951236 -0.00062271840958311425 1.6526060394482371e-05
leaf_weight=564736 563 136 596 21 693 576 291 30 228 37 48 1750 985 188 80 20 38 4227 799 74 55 27 1785 8136 6074 243 44 1534 202 6694
leaf_count=564736 563 136 596 21 693 576 291 30 228 37 48 1750 985 188 80 20 38 4227 799 74 55 27 1785 8136 6074 243 44 1534 202 6694
internal_value=-1.4016e-05 -0.000779937 -0.0027693 -0.00645235 -0.00112514 -0.00213658 -0.00601705 1.2579e-06 -0.000358473 -0.00217902 -0.00784327 -0.000172761 -0.00127142 8.74548e-06 0.000663651 0.0200982 6.38471e-06 0.000444856 -0.000309003 -0.000115387 -0.0013481 -0.00420219 -0.000321374 -5.99605e-05 3.10852e-06 -0.00038077 -5.6889e-05 -0.000348267 0.000162054 1.04308e-05
internal_weight=600910 11749 2942 908 2034 1139 887 589161 12013 1112 276 10901 1015 577148 2073 100 575075 4265 836 8807 399 101 1973 9886 570810 298 8408 1578 895 6830
internal_count=600910 11749 2942 908 2034 1139 887 589161 12013 1112 276 10901 1015 577148 2073 100 575075 4265 836 8807 399 101 1973 9886 570810 298 8408 1578 895 6830

Tree=52
num_cat=0
split_feature=5 7 49 19 24 5 24 22 4 49 7 22 19 7 4 5 17 29 19 9 7 13 0 23 51 24 33 46 16 7
split_gain=1.81219 4.03487 5.89064 1.51977 0.478802 1.1204 0.459453 0.381938 0.361799 0.863155 2.44667 1.52408 0.322158 1.75158 0.260588 22.0313 37.4137 0.2092 13.854 0.202319 0.14912 0.146258 0.114145 0.202769 0.162936 0.0992519 0.0959041 0.0853596 0.018036 0.0754615
threshold=1.9541158676147463 0.02491004299372435 2.1199098825454716 0.0013983871904201808 1.6424518823623659 2.1832678318023686 1.6424518823623659 1.6594303846359255 0.074781253933906569 2.1199098825454716 0.030422003939747814 1.6594305634498598 0.004761686548590661 -0.016054900363087651 0.066476602107286467 1.8976381421089175 -0.27572597563266749 1.8597307801246645 0.018366006202995781 -0.46365873515605921 -0.015038088895380495 -0.50043711066246022 0.027091114781796936 0.020197057165205482 0.05229653604328633 0.50817149877548229 0.70385038852691661 0.24645754694938662 0.35010221600532537 0.052881686016917236
left_child=8 2 4 6 5 -2 -4 -5 14 12 11 -11 13 -10 17 20 -17 27 -19 -12 -16 -14 28 24 -24 -25 -6 -1 -3 -30
right_child=1 22 3 7 26 -7 -8 -9 9 10 19 -13 21 -15 15 16 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=4.6737942533556186e-06 -0.00024569690810927381 2.2345170946627822e-05 -0.0063152980600681714 -0.011271248908642725 0.00024881675212788077 -0.0035694662826329777 -0.0034875940886479224 -0.020398450195789335 -0.015223570482502689 -0.0052937976996806253 -0.0056262405696894946 -0.019639872612162684 -0.00055022381367249068 -0.00074111178720734491 -0.0018829215268118438 -0.002316599757815614 0.10186163777968613 0.035883934083958402 9.9782486014164963e-05 -0.00012430367939502359 -0.0001359508515412584 4.5585208727610769e-05 -0.0046161517518140084 -0.001696679222006212 -0.00014461378068264584 -0.0001802628122371165 -0.0026307193641689425 -0.00063112591255252894 -0.001691857281222437 -8.8614598927197051e-05
leaf_weight=568066 912 7315 635 79 973 576 292 20 30 232 24 29 1748 938 188 30 20 38 4227 760 1785 7989 74 172 46 1188 42 736 109 1637
leaf_count=568066 912 7315 635 79 973 576 292 20 30 232 24 29 1748 938 188 30 20 38 4227 760 1785 7989 74 172 46 1188 42 736 109 1637
internal_value=-1.31891e-05 -0.000674891 -0.00240166 -0.00616666 -0.000858362 -0.00153232 -0.00542459 -0.0131151 2.67579e-06 -0.000321421 -0.00193992 -0.00688781 -0.000163427 -0.00118995 9.2976e-06 0.000677743 0.0393547 6.93791e-06 0.00041861 -0.00029273 -0.000302413 -6.13753e-05 -9.67886e-05 -0.000577181 -0.00290206 -0.000372045 0.000129664 3.8511e-06 -1.83224e-05 -0.000188702
internal_weight=600910 14070 3529 1026 2503 1488 927 99 586840 11750 1045 261 10705 968 575090 2023 50 573067 4265 784 1973 9737 10541 1480 120 1360 1015 568802 9061 1746
internal_count=600910 14070 3529 1026 2503 1488 927 99 586840 11750 1045 261 10705 968 575090 2023 50 573067 4265 784 1973 9737 10541 1480 120 1360 1015 568802 9061 1746

Tree=53
num_cat=0
split_feature=4 51 7 15 51 3 35 7 18 21 29 19 3 11 55 48 7 34 8 46 18 11 19 16 25 26 14 1
split_gain=0.637369 0.629015 2.14592 0.901509 1.75337 0.389439 0.307906 0.255142 0.22215 0.219265 0.189279 10.6913 18.2387 0.558415 0.17609 0.161758 0.110347 0.102384 0.190168 0.0747867 1.33619 0.060448 0.0321751 0.153377 0.0273327 0.0234946 0.014576 0.00846999
threshold=0.059470143169164665 0.11739360168576242 -0.016054900363087651 0.54038965702056896 -0.047317719087004655 0.0353474859148264 1.427729666233063 0.050623750314116485 -0.021823927760124203 0.68607407808303844 1.8597307801246645 0.018366006202995781 -0.0032771587138995524 0.35103566944599157 1.6028330326080324 -2.9709000587463374 -0.0070066021289676419 1.3853808641433718 -0.0073875426314771167 0.24645754694938662 -0.0067873813677579156 1.1305215358734133 0.0068112392909824857 0.90565890073776256 1.4134759306907656 -0.35727173089981074 0.055654436349868781 0.055551216006278999
left_child=6 2 5 9 -5 -2 10 8 -3 -4 19 12 -12 -13 -10 16 24 18 -17 21 -21 -1 23 -9 -8 -18 -24 -19
right_child=1 7 3 4 -6 -7 15 22 14 -11 11 13 -14 -15 -16 17 25 27 -20 20 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=2.5428572075524096e-07 -0.0089824476895588624 -0.0063932765602472824 -0.00027046800351331231 -0.012125931941839651 -0.0018810926246177779 -0.020357942421759069 -0.00073355718258872823 -0.00018700723801339553 -0.00037023385429800384 -0.002843244680973168 -0.0070620064593174244 -0.00011720560360384455 0.070785876289755106 0.002358946793037147 -0.0014562173704529614 -0.00021280333463095274 -0.0033799020899217187 -1.1533665568324029e-05 -0.0009227540599150456 -0.015272923568884531 -0.00016721321354359113 -5.8671422430014337e-05 -0.00011323710981162658 -0.0043492109963481195 -0.0028795026074178707 -0.0060492044551806014 8.0623596703425376e-05 -0.00097726348996002342
leaf_weight=499701 22 22 2103 65 552 20 88 835 6624 122 22 3787 20 346 564 3671 24 2619 2045 21 695 68964 1730 32 27 22 6148 32
leaf_count=499701 22 22 2103 65 552 20 88 835 6624 122 22 3787 20 346 564 3671 24 2619 2045 21 695 68964 1730 32 27 22 6148 32
internal_value=-2.09121e-05 -0.000358667 -0.00116054 -0.00096489 -0.00296037 -0.0143993 -9.98071e-06 -0.000213722 -0.000473563 -0.000411537 -4.74828e-06 0.000391064 0.0300084 9.0089e-05 -0.000455445 -0.000361892 -0.00221428 -0.000326247 -0.000466801 -7.65058e-06 -0.000610258 -6.89184e-06 5.08619e-07 -0.00034063 -0.00123739 -0.00465652 3.8052e-05 -2.31909e-05
internal_weight=600923 18839 2884 2842 617 42 582084 15955 7210 2225 573556 4175 42 4133 7188 8528 161 8367 5716 569381 716 568665 8745 867 115 46 7878 2651
internal_count=600923 18839 2884 2842 617 42 582084 15955 7210 2225 573556 4175 42 4133 7188 8528 161 8367 5716 569381 716 568665 8745 867 115 46 7878 2651

Tree=54
num_cat=0
split_feature=49 7 21 3 35 14 32 51 20 49 25 7 16 46 35 26 3 17 33 1 7 51 0 26 32 2 51 13
split_gain=1.46511 4.29554 11.0084 1.68293 0.584396 0.261907 0.16542 3.39607 1.53199 0.807967 0.40259 0.396513 0.36444 0.341912 15.7563 0.848579 0.427135 8.86274 0.136457 0.118534 0.143547 0.0806014 0.0793412 0.0524495 0.0498766 0.040518 0.0891155 0.017436
threshold=2.1199098825454716 0.02491004299372435 0.68607407808303844 0.024765206500887874 1.3762313127517702 0.52166172862052929 0.54038965702056896 -0.047317719087004655 0.0037617344642058019 1.0000000180025095e-35 0.47527225315570837 0.038352120667696006 -1.081806421279907 0.24645754694938662 1.0885237455368044 -1.8247658610343931 0.093698535114526763 -0.81133443117141713 0.14208780229091647 0.022276165895164016 0.035025764256715781 0.07535604760050775 0.029137875884771351 0.31735301017761236 0.48480661213397985 0.037200450897216804 0.06751380488276483 0.40717452764511114
left_child=6 2 3 4 -2 -5 13 8 10 11 -8 -9 -11 16 15 -15 24 -18 23 25 -21 -22 -20 -4 -1 27 -27 -3
right_child=1 19 18 5 -6 -7 7 9 -10 12 -12 -13 -14 14 -16 -17 17 -19 22 20 21 -23 -24 -25 -26 26 -28 -29
leaf_value=-1.4135682286689545e-06 -0.00086472071991885579 2.9886243858117e-05 -0.01984662578416907 -0.0042223548390778014 -0.002598967436923678 -0.0073908585295081129 -0.013246664500562473 -0.0062656808292341163 -0.026156462633006628 -0.003579519011837535 -0.0031379221482202408 -0.0016614358119215616 -3.8415527711011137e-05 -0.011395655564478753 0.039390571828584749 -0.00014171683867687121 0.03923989258542479 -9.5572329964010426e-06 -0.020479182712024164 -0.0043384845680023622 -0.0011852013880015537 -4.0552618127000425e-05 -0.02462628351037319 -0.015817100972402839 -0.00029260557892160638 -0.0030371675764181419 -0.00012336352309161205 -0.0011467823635504042
leaf_weight=567590 2618 11847 23 243 912 145 24 98 21 102 32 194 12436 24 36 827 21 432 42 36 378 494 26 22 2055 48 153 44
leaf_count=567590 2618 11847 23 243 912 145 24 98 21 102 32 194 12436 24 36 827 21 432 42 36 378 494 26 22 2055 48 153 44
internal_value=-1.96783e-05 -0.000559095 -0.00224179 -0.00171817 -0.00131278 -0.00540646 -3.94453e-06 -0.000212816 -0.0125665 -0.000138675 -0.00747024 -0.0032067 -6.72234e-05 7.76977e-07 0.00115825 -0.000459102 -1.0239e-06 0.00180995 -0.020397 -3.73292e-05 -0.000687472 -0.000536742 -0.0220648 -0.0178766 -2.46405e-06 1.14907e-05 -0.000819197 2.55322e-05
internal_weight=600923 17031 4031 3918 3530 388 583892 12907 77 12830 56 292 12538 570985 887 851 570098 453 113 13000 908 872 68 45 569645 12092 201 11891
internal_count=600923 17031 4031 3918 3530 388 583892 12907 77 12830 56 292 12538 570985 887 851 570098 453 113 13000 908 872 68 45 569645 12092 201 11891

Tree=55
num_cat=0
split_feature=5 7 49 21 24 24 5 49 21 7 19 8 5 5 20 18 28 19 15 51 19 21 51 55 15 51 8 18
split_gain=1.5303 3.7053 3.0085 1.78958 0.844624 0.636254 0.388915 0.323491 1.80583 7.91918 0.460381 1.6875 0.367218 0.201878 0.0977206 21.8525 0.0831244 0.0679419 0.0671868 2.65446 0.0687236 0.0444185 0.173678 0.0389875 0.0282561 0.434732 0.0170005 0.00194843
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.80182349681854259 1.6424518823623659 1.5873526334762575 2.1832678318023686 2.1199098825454716 0.68607407808303844 0.029043892398476604 0.00089683494297787558 0.024757893756031994 1.8456857800483706 1.8456857800483706 0.29659919440746313 -0.004913503071293234 0.097022641450166716 0.021078653633594516 0.54038965702056896 -0.047317719087004655 0.16130571067333224 1.4956800341606142 -0.047317719087004655 0.37559466063976293 0.54038965702056896 -0.042624477297067635 0.035103157162666328 0.00088643687195144605
left_child=7 2 4 5 6 -4 -2 14 10 13 12 -12 -9 -10 18 -16 -6 -17 20 -20 -1 24 -23 -24 27 -26 -11 -3
right_child=1 21 3 -5 16 -7 -8 8 9 26 11 -13 -14 -15 15 17 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29
leaf_value=2.230682207765227e-07 -0.00054891637633986573 3.0838912513633752e-05 -0.0063891230831724048 -0.021865472399022267 0.00032612056270567291 -0.0029041834887250191 -0.0032957943318887082 0.00011125296032482866 -0.017690299276635051 -0.0015265562531671354 -0.0048508278963335571 -7.483974607776972e-06 -0.00072157256268788736 -0.024361633791029454 0.061775429003685711 -0.003542575627777426 -0.0028961533739468369 -0.00016888297155479484 -0.018290781187691858 -0.00010057165316116759 0.00036227052511338755 -0.0058788480203683406 -0.0026068336551745785 -1.098487442043363e-05 -0.0055739795814733952 -7.8944847387832966e-05 0.0002045796182380463 -7.4778803207278935e-05
leaf_weight=563405 252 4627 523 23 714 280 623 9615 75 21 332 1019 2280 20 20 21 29 1977 28 10534 1831 22 23 162 52 1384 331 700
leaf_count=563405 252 4627 523 23 714 280 623 9615 75 21 332 1019 2280 20 20 21 29 1977 28 10534 1831 22 23 162 52 1384 331 700
internal_value=-1.85172e-05 -0.000764836 -0.00274154 -0.00563873 -0.00126251 -0.00517395 -0.00250469 -6.63941e-06 -0.000290071 -0.0039784 -0.000165604 -0.00119771 -4.83807e-05 -0.0190948 7.72984e-08 0.000409927 0.000200352 -0.000204342 -1.3591e-06 -0.000148794 1.39587e-06 -7.17118e-05 -0.00092305 -0.000333712 -4.56543e-05 -0.000277929 0.000101302 1.69601e-05
internal_weight=600923 9414 2444 826 1618 803 875 591509 13693 447 13246 1351 11895 95 577816 2018 743 1998 575798 10562 565236 6970 207 185 6763 1436 352 5327
internal_count=600923 9414 2444 826 1618 803 875 591509 13693 447 13246 1351 11895 95 577816 2018 743 1998 575798 10562 565236 6970 207 185 6763 1436 352 5327

Tree=56
num_cat=0
split_feature=5 7 24 49 49 21 49 21 8 8 5 14 5 28 20 18 4 20 3 21 51 9 35 47 16 51 6 7 15
split_gain=1.35817 3.20842 2.20338 1.18672 0.499828 0.43363 0.381823 1.70605 7.31329 0.506763 2.24031 0.267133 0.137811 0.0850746 0.0838015 19.3538 0.0626985 0.331004 0.0735621 0.0511902 0.150301 0.0495184 0.0492464 0.0377517 0.0200065 0.0910175 0.0138604 0.0129218 0.0111924
threshold=2.1832678318023686 0.02491004299372435 1.6424518823623659 2.1199098825454716 2.1199098825454716 0.5278470814228059 2.1199098825454716 0.68607407808303844 0.02900647092610598 0.024757893756031994 1.8456857800483706 0.41081577539443975 1.8456857800483706 0.097022641450166716 0.29659919440746313 -0.004913503071293234 0.066476602107286467 0.0011216599959880116 0.093698535114526763 1.4956800341606142 0.05229653604328633 -0.57013636827468861 0.1867935508489609 2.1060315370559697 0.35010221600532537 0.05229653604328633 0.81436479091644298 0.19269647449254992 0.54038965702056896
left_child=6 2 3 23 13 -5 14 9 12 10 -8 -6 -9 -4 16 -16 18 -18 -1 24 -21 -11 -17 -2 28 -26 -10 -22 -3
right_child=1 19 4 5 11 -7 7 8 26 21 -12 -13 -14 -15 15 22 17 -19 -20 20 27 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=2.4013426551693365e-07 -0.0029794416900658562 2.06553127251164e-05 0.00034785780204516235 -0.0067297954960829683 -0.002371557666699207 -0.015429859543840088 -0.00010654923720005003 -0.016367622330498235 0.00027295516083239175 -0.0012702933034461938 -0.0040400793666765262 -0.0093433249229121773 -0.021327564370746795 -0.0031007611831077018 0.058130679539591071 2.9847585543677134e-05 -0.0026030582750734207 -9.5225470996776571e-05 0.00042305917735116906 -0.0051256552205627987 -0.0010214807270501108 2.3491225096778171e-05 -0.00057325590589524375 -0.0048317388791091192 -0.00091035343265261266 8.5291800759448747e-05 -0.0010322221257454422 0.00016056759685495594 0.00085407199011005056
leaf_weight=563487 582 3522 589 396 215 21 2793 78 328 104 615 21 26 26 20 1257 186 12196 1436 27 53 10485 754 41 463 1032 31 82 57
leaf_count=563487 582 3522 589 396 215 21 2793 78 328 104 615 21 26 26 20 1257 186 12196 1436 27 53 10485 754 41 463 1032 31 82 57
internal_value=-1.74247e-05 -0.000827051 -0.00291009 -0.00473189 -0.000683697 -0.00716793 -7.70723e-06 -0.000307172 -0.0038308 -0.000190616 -0.000816385 -0.00299193 -0.0176076 0.000202063 -2.32708e-07 0.000378088 -1.56367e-06 -0.000132898 1.31491e-06 -7.47531e-05 -0.00110719 1.07843e-05 -0.000196279 -0.00310134 -4.179e-05 -0.000223059 0.000160252 -0.000303496 3.39285e-05
internal_weight=600923 7127 1891 1040 851 417 593796 14460 463 13997 3408 236 104 615 579336 2031 577305 12382 564923 5236 162 10589 2011 623 5074 1495 359 135 3579
internal_count=600923 7127 1891 1040 851 417 593796 14460 463 13997 3408 236 104 615 579336 2031 577305 12382 564923 5236 162 10589 2011 623 5074 1495 359 135 3579

Tree=57
num_cat=0
split_feature=49 7 14 22 19 11 33 15 51 20 49 19 25 8 46 35 26 3 17 14 8 19 22 0 8 15 9 11
split_gain=1.02137 3.0385 3.57414 1.15961 0.57881 0.590186 0.521099 0.123212 2.69768 1.33691 0.712968 0.62718 0.367068 0.364266 0.261268 13.8577 1.17248 0.370064 7.84891 0.107332 0.10119 0.260161 0.0997993 0.0678988 0.174421 0.0421566 0.0268534 0.00388257
threshold=2.1199098825454716 0.02491004299372435 0.30085960030555731 -0.34670263528823847 0.0013983871904201808 1.2015324831008913 0.1252095624804497 0.54038965702056896 -0.047317719087004655 0.0037617344642058019 1.0000000180025095e-35 0.0029871630249544982 0.47527225315570837 0.046528682112693794 0.24645754694938662 1.0885237455368044 -1.8247658610343931 0.093698535114526763 -0.81133443117141713 0.52166172862052929 0.017410070635378364 0.0019162526587024333 0.47803112864494329 0.022203863598406318 0.027544632554054264 0.48480661213397985 -0.57013636827468861 0.96981656551361095
left_child=7 2 4 19 5 -2 -5 14 9 12 13 -12 -9 -10 17 16 -16 25 -19 -4 21 27 -6 26 -25 -1 -22 -3
right_child=1 20 3 6 22 -7 -8 8 10 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=-1.134012316036173e-06 -0.00077927125568182337 -0.00064721199198974693 -0.0038996992205525289 -0.0082470291081663902 -0.0040148606468851751 -0.0026007146561422318 -0.016478925541043278 -0.011948872771511862 -0.0055299469493329525 -0.0238891970453163 -0.0021909640910367642 3.1018026006080685e-05 -0.002296395802492043 -0.0012833861652999106 -0.013359585327600749 0.036867573234692419 -0.00013109015071456197 0.036908979972824454 -2.7385815518443821e-05 -0.0064742335158415017 -0.00092335310771344485 -0.0075829074577513055 -0.0075642372037683214 -0.0060238640568219121 -0.00042863520019674435 -0.00026884356485088883 2.4245819768996764e-05 0.00038327836805921312
leaf_weight=567590 2729 20 102 49 130 801 59 24 118 21 459 12079 32 174 24 36 827 21 432 126 105 22 35 20 640 2055 12158 35
leaf_count=567590 2729 20 102 49 130 801 59 24 118 21 459 12079 32 174 24 36 827 21 432 126 105 22 35 20 640 2055 12158 35
internal_value=-1.63967e-05 -0.000466778 -0.00188201 -0.00770799 -0.00135223 -0.00119258 -0.0127441 -3.25991e-06 -0.000183525 -0.0111939 -0.000117446 -5.03259e-05 -0.00643317 -0.00299946 8.14945e-07 0.00101262 -0.000504162 -7.5929e-07 0.0016849 -0.00532247 -2.79484e-05 -0.00216043 -0.00476776 -1.52422e-05 -0.000598188 -2.09978e-06 1.61322e-05 8.5546e-06
internal_weight=600923 17031 4031 336 3695 3530 108 583892 12907 77 12830 12538 56 292 570985 887 851 570098 453 228 13000 77 165 12923 660 569645 12263 55
internal_count=600923 17031 4031 336 3695 3530 108 583892 12907 77 12830 12538 56 292 570985 887 851 570098 453 228 13000 77 165 12923 660 569645 12263 55

Tree=58
num_cat=0
split_feature=5 7 24 15 19 5 21 5 15 5 5 21 46 18 8 5 7 34 21 7 15 21 18 48 19 6 20 3 29
split_gain=1.08567 2.5306 1.57045 1.39599 39.0445 1194.08 38.6755 1.35845 6.83607 0.578755 0.554721 0.156498 0.154394 2.30576 0.148373 0.0955115 0.338704 0.0884279 0.072917 0.0994929 0.0949016 0.0682035 0.236315 0.0436689 0.0424128 0.0217221 0.0137001 0.090979 0.0626345
threshold=2.0925335884094243 0.02491004299372435 1.6424518823623659 0.48480661213397985 0.0029871630249544982 0.56375801563262951 1.1624502539634707 -0.4922413676977157 0.60958480834960949 -0.29758813977241511 2.1832678318023686 0.80182349681854259 0.24645754694938662 -0.0067873813677579156 0.00057943796855397533 1.8976381421089175 0.02491004299372435 1.0827307701110842 0.68607407808303844 0.14178097248077395 0.70557126402854931 1.1624502539634707 0.04507111385464669 -1.8403685092926023 -1.0000000180025095e-35 0.57284733653068554 -0.0078679458238184435 0.057564338669180877 0.047562278807163245
left_child=3 2 10 12 5 -5 -7 8 -6 -9 11 -2 15 -14 -12 24 -17 -15 26 20 -20 23 -23 -4 -1 -21 27 -3 -28
right_child=1 18 21 4 7 6 -8 9 -10 -11 14 -13 13 17 -16 16 -18 -19 19 25 -22 22 -24 -25 -26 -27 28 -29 -30
leaf_value=1.1053859182442053e-05 -0.0013885257763190954 2.1194174457696157e-05 -0.00090238391589792357 0.46352378711218478 0.036031526131095316 -0.0021359388657421047 0.075771390144915671 -0.0062335372256477253 -0.0051963654922631882 -0.00011311097394672795 -0.0036505166778027574 -0.0065132744175974613 -0.016587123721116974 -3.1965772187314751e-05 -0.0050991477549429901 -0.0010194028999088052 1.9869152519697663e-05 -0.0023829147639276927 -0.0039148412408724353 0.00035231450413702987 -0.0006842824022388589 -0.0069292101810342101 0.0017274433063077074 -9.7738628078039385e-05 -3.178380942731132e-05 -0.00091948271984732823 -0.00096018056213420717 0.0033948758147640283 -1.7064886482931503e-05
leaf_weight=473163 363 4455 394 20 21 623 23 54 42 13312 532 22 31 776 458 1446 4454 60 60 130 67 23 21 581 96937 73 281 28 1920
leaf_count=473163 363 4455 394 20 21 623 23 54 42 13312 532 22 31 776 458 1446 4454 60 60 130 67 23 21 581 96937 73 281 28 1920
internal_value=4.30554e-06 -0.00062451 -0.0022808 1.43162e-05 0.000594438 0.0145383 0.000637851 -9.7098e-05 0.00854627 -0.000137838 -0.00358168 -0.00168137 1.41644e-07 -0.000786599 -0.00432069 1.32585e-06 -0.000234841 -0.000200694 -5.91898e-05 -0.00091533 -0.00221053 -0.000525438 -0.00279763 -0.000422898 3.76995e-06 -0.000105031 -1.69208e-05 4.22656e-05 -0.000137472
internal_weight=600370 9408 2394 590962 14095 666 646 13429 63 13366 1375 385 576867 867 990 576000 5900 836 7014 330 127 1019 44 975 570100 203 6684 4483 2201
internal_count=600370 9408 2394 590962 14095 666 646 13429 63 13366 1375 385 576867 867 990 576000 5900 836 7014 330 127 1019 44 975 570100 203 6684 4483 2201

Tree=59
num_cat=0
split_feature=49 8 21 19 4 20 8 9 34 51 18 29 19 20 18 45 15 15 19 26 34 1 28 9 8 35 8 49 19
split_gain=0.908879 2.65899 7.83244 1.81238 1.65997 18.1684 363.543 1397.08 0.490725 0.333996 0.249375 0.203706 0.113696 0.109807 2.80717 0.108244 3.1739 0.0931298 0.0903398 0.079095 0.062819 0.0544669 0.0753161 0.170942 0.0601142 0.0276519 0.0204656 0.0629798 0.0112429
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 0.00089683494297787558 0.066476602107286467 0.016878103837370876 -0.01495661213994026 0.0098319523967802542 1.2166427373886111 -0.042624477297067635 -0.021823927760124203 0.077394519001245513 0.0035503690596669917 0.29659919440746313 -0.0046226927079260341 -0.17385151982307431 0.48480661213397985 0.48480661213397985 0.00089683494297787558 -1.354427635669708 1.0735418200492861 0.022276165895164016 0.19903611391782763 0.025229898281395439 0.02900647092610598 1.1733255386352541 0.02900647092610598 4.6126656532287607 0.22732736915349963
left_child=4 2 3 8 13 6 7 -6 -2 -8 -7 -5 -12 15 -15 16 -1 -17 25 -16 -20 26 24 -24 -23 -4 27 -3 -28
right_child=1 21 18 11 5 10 9 -9 -10 -11 12 -13 -14 14 19 17 -18 -19 20 -21 -22 22 23 -25 -26 -27 28 -29 -30
leaf_value=-9.0718975495924023e-05 -0.0001767429297691621 -0.00017693614430389846 -0.016702489058063787 -0.010599553819745779 0.54320061677434872 -0.006227589238979145 -0.0028949596448767877 -0.0037254474999098312 -0.0015737964816673329 -0.00019376501420754628 -0.00073406754121963685 -0.0047576535668268916 -3.1186703871617793e-05 -0.020542770761996506 -0.0011583090949798761 2.8841948355241375e-06 0.014817769584790521 -0.00024915877714157248 -0.016574758394155651 9.7388228996050621e-05 -0.020332765787343183 -0.0028354837668463505 -0.0064564649649176062 -0.00084203572354956692 -9.3072328890513042e-05 -0.013985267868032678 4.1317023091514728e-05 -0.0029331124237770936 -0.0012937235281358218
leaf_weight=1128 1761 418 22 22 21 23 182 72 1740 1280 859 374 11885 24 217 561708 52 5150 32 894 30 29 22 133 686 32 11521 31 22
leaf_count=1128 1761 418 22 22 21 23 182 72 1740 1280 859 374 11885 24 217 561708 52 5150 32 894 30 29 22 133 686 32 11521 31 22
internal_value=4.05151e-06 -0.000422815 -0.00174871 -0.001299 1.63967e-05 0.000643739 0.006665 0.119774 -0.00087108 -0.000530029 -8.96415e-05 -0.0050822 -7.85639e-05 6.11038e-07 -0.000579132 1.76942e-06 0.000566265 5.94342e-07 -0.0168565 -0.000147874 -0.0183931 -9.13108e-06 -0.000459896 -0.00163892 -0.000204303 -0.0150923 2.35712e-05 -0.000367229 3.87725e-05
internal_weight=600370 16875 4013 3897 583495 14322 1555 93 3501 1462 12767 396 12744 569173 1135 568038 1180 566858 116 1111 62 12862 870 155 715 54 11992 449 11543
internal_count=600370 16875 4013 3897 583495 14322 1555 93 3501 1462 12767 396 12744 569173 1135 568038 1180 566858 116 1111 62 12862 870 155 715 54 11992 449 11543

Tree=60
num_cat=0
split_feature=5 7 49 15 9 20 19 19 7 49 24 19 24 5 46 18 35 5 7 28 12 0 49 24 23 6 23
split_gain=0.927512 2.19371 1.71288 1.20093 41.0322 1753.86 3.4015 1.96375 10.9296 1.41962 0.637935 0.493698 0.389227 0.16107 0.129468 1.93058 0.231117 0.0803767 0.314769 0.0758392 0.0411124 0.0399651 0.146754 0.0712723 0.0288429 0.0140604 0.00688432
threshold=2.0925335884094243 0.02491004299372435 2.1199098825454716 0.48480661213397985 -0.0018452440272085366 0.022364095784723762 0.0083226659335196036 0.0029871630249544982 -0.015038088895380495 -0.25953947752714152 1.6424518823623659 0.0013983871904201808 1.4858386516571047 2.1832678318023686 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 1.8456857800483706 0.02491004299372435 0.0792057439684868 0.34601511061191564 0.031563356518745429 3.3662879467010502 0.50817149877548229 0.0075932031031697997 -1.6964021325111387 -0.073288373649120317
left_child=3 2 10 14 5 -5 -7 8 -6 -9 13 12 -4 -2 17 -16 -17 20 -19 -12 -1 25 23 -23 -13 -3 -27
right_child=1 21 11 4 7 6 -8 9 -10 -11 19 24 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28
leaf_value=8.2696478722999738e-06 -0.00089798010288487428 -0.0014818066777033062 -0.0050644767432750249 0.54558930229651736 -0.04332902473340864 -0.024293361678808214 -0.00021878800982712493 0.007975770930572737 -0.0019229821280586589 -0.00011221607841373031 0.0003686061298911451 -0.011449812807887792 -0.002239341326314362 -0.0026496353083811908 -0.015178520359098911 1.5637574822051824e-06 -0.0053593123217980402 -0.00083722565112693864 2.8290911963401675e-05 -0.0022715018755858182 -5.0244293390291312e-05 -0.0018493954451876335 -0.0040925081457583775 -9.8640023549964283e-05 -0.0086817332769891144 -0.00058220110240252512 1.9242380199599976e-05
leaf_weight=522734 262 22 441 21 23 21 752 76 631 12571 713 20 276 604 31 807 29 1946 5889 40 45431 89 36 894 38 67 5906
leaf_count=522734 262 22 441 21 23 21 752 76 631 12571 713 20 276 604 31 807 29 1946 5889 40 45431 89 36 894 38 67 5906
internal_value=3.81247e-06 -0.000577398 -0.0021195 1.30652e-05 0.000551132 0.0135802 -0.000872819 -0.000226636 -0.00337916 -6.36127e-05 -0.00102761 -0.00440051 -0.00397698 -0.00211969 -8.17356e-08 -0.000720522 -0.0001844 1.00268e-06 -0.00018668 0.000228361 3.59082e-06 -5.10511e-05 -0.00039265 -0.000257152 -0.00963624 7.01222e-06 1.24959e-05
internal_weight=600370 9408 2394 590962 14095 794 773 13301 654 12647 1619 775 717 866 576867 867 836 576000 7835 753 568165 7014 1019 983 58 5995 5973
internal_count=600370 9408 2394 590962 14095 794 773 13301 654 12647 1619 775 717 866 576867 867 836 576000 7835 753 568165 7014 1019 983 58 5995 5973

Tree=61
num_cat=0
split_feature=5 7 49 32 19 9 7 5 55 21 51 24 5 24 46 18 35 21 49 21 5 7 27 3 23 24 31
split_gain=0.831691 2.031 2.20235 1.18929 37.1156 1540.25 9.52522 1.18528 7.1216 1.07744 0.703449 0.401741 0.371357 0.302474 0.114813 1.70949 0.20465 0.068641 0.202443 0.0639565 0.0617341 0.206927 0.0442932 0.0401792 0.0106747 0.0620396 0.00683752
threshold=2.019058465957642 0.02491004299372435 2.1199098825454716 0.48480661213397985 0.0029871630249544982 0.00088458511163480591 -0.014777715317904947 -0.4922413676977157 -1.0369560718536375 0.80182349681854259 -0.03797421604394912 1.6424518823623659 2.1832678318023686 1.5873526334762575 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 0.68607407808303844 3.3662879467010502 2.0679448843002324 1.8976381421089175 0.02491004299372435 0.014258818700909616 0.1806561276316643 0.028511921875178817 0.035630837082862861 -1.4629741311073301
left_child=3 2 11 14 5 -5 -7 8 -6 13 -9 12 -2 -4 20 -16 -17 24 22 -13 23 -22 -19 -1 26 -26 -3
right_child=1 17 9 4 7 6 -8 10 -10 -11 -12 19 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=3.1718646838819705e-06 -0.00037621860440476272 -0.00099611593210252266 -0.004734284567753648 0.49947373172496862 0.03705259511087497 -0.040537305323973941 -0.0018061807369686537 -0.010687205621464685 -0.0055623308194606277 -0.017175272254781288 -0.00012818467132731936 0.00028191651796671564 -0.0024933068171719918 -0.0024025981829588097 -0.0142829877575559 1.4714979641926789e-06 -0.0050431129020992024 0.00027479304659528607 -0.0059414511814434075 -0.0028067442192162462 -0.00095625712258533952 1.9043488482326675e-05 -0.0010305335905949483 -0.002410933202059823 -0.002623928989593904 -9.7334396292689745e-05 2.2751858505414822e-05
leaf_weight=570076 552 23 579 22 20 23 567 22 43 22 13017 845 604 291 31 807 29 162 25 24 1017 2965 205 24 35 1012 7328
leaf_count=570076 552 23 579 22 20 23 567 22 43 22 13017 845 604 291 31 807 29 162 25 24 1017 2965 205 24 35 1012 7328
internal_value=3.58754e-06 -0.000488831 -0.00183782 1.33805e-05 0.000556375 0.0147581 -0.00331604 -0.000106993 0.00796622 -0.00428045 -0.000146 -0.000761863 -0.00148238 -0.00395438 4.28658e-07 -0.000678011 -0.00017352 -4.11609e-05 -0.000804284 0.000196614 1.45326e-06 -0.000230048 -0.00045434 3.07024e-06 -5.54001e-06 -0.000181796 1.9564e-05
internal_weight=600370 11707 2917 588663 13714 612 590 13102 63 892 13039 2025 1156 870 574949 867 836 8790 392 869 574082 3982 367 570100 8398 1047 7351
internal_count=600370 11707 2917 588663 13714 612 590 13102 63 892 13039 2025 1156 870 574949 867 836 8790 392 869 574082 3982 367 570100 8398 1047 7351

Tree=62
num_cat=0
split_feature=49 8 21 5 19 4 16 16 29 51 51 51 19 1 10 45 14 51 15 45 14 25 15 14 21 6 19 8
split_gain=0.780624 2.02027 6.7342 3.1567 1.35773 1.3568 22.0929 1212.06 3.56353 2.74351 46.297 0.554181 0.499565 0.126302 0.373063 1.02633 0.0995546 0.307584 0.99024 0.186347 0.134403 4.96369 0.169469 0.0923979 0.0823331 0.0544292 0.0172507 0.0137199
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 1.8456857800483706 0.00089683494297787558 0.066476602107286467 0.018398451618850235 0.009063976816833021 0.18269900977611545 -0.056350536644458764 -0.060762891545891755 -0.042624477297067635 0.00045121985021978622 0.022276165895164016 1.0000000180025095e-35 0.0028071170672774319 0.47798374295234686 -0.03797421604394912 0.54038965702056896 -0.093145374208688722 0.44294348359107977 2.1658793687820439 0.48480661213397985 0.63708806037902843 1.4956800341606142 0.67479363083839428 0.22732736915349963 0.02900647092610598
left_child=5 2 3 4 -2 16 7 8 -7 10 -8 -11 -5 26 15 -15 20 18 -18 -19 22 -22 -1 25 -16 -4 27 -3
right_child=1 13 23 12 -6 6 9 -9 -10 11 -12 -13 -14 14 24 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=1.6092695906448644e-06 0.00046076864918111285 -0.00029907086510738576 -0.015337775798575554 -0.0032687974666815527 -0.00378142854796024 -0.016946989792254778 -0.00091830791622949119 0.45245622748188769 -0.00053444325669536972 -0.005924096165442933 0.090052133435255935 -9.3938847777237118e-05 -0.0075648058993759947 -0.015334913111566989 -0.00011184957139885127 -0.0010542976079887434 -0.00076523386206331834 -0.0015303184976722653 -0.0095980179806418233 -5.0577531600686479e-05 -1.4790716772329428e-05 0.018301720001473652 0.0010893911410539019 -0.018089770265987942 -0.002829898496930737 -0.011791025348939001 -0.0015961034356859391 3.3720360365078668e-05
leaf_weight=554093 2393 448 61 1106 295 49 268 21 765 57 21 13141 103 22 721 86 737 304 47 11618 1822 53 499 35 41 20 23 11521
leaf_count=554093 2393 448 61 1106 295 49 268 21 765 57 21 13141 103 22 721 86 737 304 47 11618 1822 53 499 35 41 20 23 11521
internal_value=3.37587e-06 -0.000392228 -0.00154795 -0.00113096 -4.79987e-06 1.4817e-05 0.000581985 0.00989501 -0.00152242 5.40257e-06 0.005692 -0.000119118 -0.00363479 -3.16365e-05 -0.000718054 -0.00396331 5.45393e-07 -0.000162751 -0.00129475 -8.83096e-05 4.27399e-06 0.000502956 2.58801e-06 -0.0155566 -0.000258096 -0.014462 1.8162e-05 2.1264e-05
internal_weight=600370 16875 4013 3897 2688 583495 14322 835 814 13487 289 13198 1209 12862 870 108 569173 12706 784 11922 556467 1875 554592 116 762 81 11992 11969
internal_count=600370 16875 4013 3897 2688 583495 14322 835 814 13487 289 13198 1209 12862 870 108 569173 12706 784 11922 556467 1875 554592 116 762 81 11992 11969

Tree=63
num_cat=0
split_feature=49 8 21 5 15 9 29 51 5 19 49 19 19 46 18 9 14 35 17 5 5 7 14 16 29 7 13
split_gain=0.760015 1.83474 6.1043 2.8626 1.20994 44.6336 1682.84 2.13331 1.8977 1.52329 1.44535 1.15264 0.44013 0.427344 16.679 0.189941 2.02502 0.182293 0.101375 0.103913 0.0588428 0.153665 0.0585506 0.0340251 0.117192 0.0250248 0.00160346
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 1.8456857800483706 0.48480661213397985 -0.0018452440272085366 0.25661079585552221 -0.042624477297067635 1.4247679710388186 0.012669960036873819 -0.25953947752714152 0.00089683494297787558 0.00045121985021978622 0.24645754694938662 -0.0067873813677579156 -0.3861210942268371 0.24578390270471576 1.1143789887428286 2.5182930231094365 1.8456857800483706 2.1832678318023686 0.023633771575987342 0.44294348359107977 0.45985263586044317 0.077394519001245513 0.02491004299372435 -0.091904662549495683
left_child=4 2 3 11 13 6 -6 8 -7 -8 -9 -2 -5 20 -15 16 26 -16 19 -4 22 -22 -1 25 -25 -17 -3
right_child=1 15 18 12 5 7 9 10 -10 -11 -12 -13 -14 14 17 23 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=6.4827310575914963e-07 0.00042953120667939309 0.00065762698722537601 -0.013755579280001776 -0.0030946076598023821 0.54850106452879843 -0.023592794524459167 -0.015884617912032727 0.0083707735869551197 -0.0043674077724411156 -0.00010181038380876089 -0.00012816153262916959 -0.0034308870004493091 -0.0070898231855726669 0.049809847373515362 6.7389512485893635e-05 -0.00071665453467114715 -0.019651499597926156 -0.004697193619120737 -0.011198466955234521 -0.017802864015403694 -0.0009165123801440796 6.1186307185889073e-06 0.00014954428509897136 -0.0013100998021386239 2.4655242456386295e-06 3.3438424939672779e-05 9.6500472079078913e-05
leaf_weight=555378 2416 20 63 1118 20 20 22 70 168 657 14109 303 105 24 774 157 20 29 29 34 876 2223 9348 304 1071 11181 156
leaf_count=555378 2416 20 63 1118 20 20 22 70 168 657 14109 303 105 24 774 157 20 29 29 34 876 2223 9348 304 1071 11181 156
internal_value=6.16643e-06 -0.000382975 -0.00147558 -0.00106697 1.74843e-05 0.000539348 0.0150982 -0.000168988 -0.00641266 -0.000613183 -8.62033e-05 -6.66188e-07 -0.00343761 3.65793e-06 0.00134387 -3.86624e-05 -0.00186134 -0.000104681 -0.0142592 -0.0151742 1.70601e-06 -0.000254683 3.11297e-06 -1.05616e-05 -0.000287731 2.30517e-05 0.000160265
internal_weight=600695 16977 4068 3942 583718 15066 699 14367 188 679 14179 2719 1223 568652 827 12909 196 803 126 97 567825 3099 564726 12713 1375 11338 176
internal_count=600695 16977 4068 3942 583718 15066 699 14367 188 679 14179 2719 1223 568652 827 12909 196 803 126 97 567825 3099 564726 12713 1375 11338 176

Tree=64
num_cat=0
split_feature=49 8 21 5 15 19 0 18 5 35 19 51 19 46 18 35 8 34 17 45 35 4 8 14 8 21 0
split_gain=0.672979 1.62462 5.40524 2.53478 1.07138 22.5131 1126.68 25.1498 1.53235 6.49846 1.02064 0.917885 0.389727 0.378405 14.769 0.161417 0.15103 1.24946 0.0897661 0.0941344 0.0823156 0.0577808 0.399549 0.0532878 0.0298948 0.511433 0.0171009
threshold=2.1199098825454716 0.023463943041861061 0.68607407808303844 1.8456857800483706 0.48480661213397985 0.0029871630249544982 -0.022092858329415318 0.011358241084963085 -0.4922413676977157 0.88826471567153942 0.00089683494297787558 -0.042624477297067635 0.00045121985021978622 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 2.6777504682540898 1.3778149485588076 2.5182930231094365 0.01813423074781895 1.3825071454048159 0.066476602107286467 -0.01495661213994026 0.44294348359107977 0.02900647092610598 0.37555487453937536 0.034351512789726264
left_child=4 2 3 10 13 6 -6 -8 9 -7 -2 -10 -5 21 -15 -16 24 20 19 -4 -18 23 -23 -1 25 -3 -26
right_child=1 16 18 12 5 8 7 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28
leaf_value=9.4089225808739076e-07 0.00040418886634964056 -6.1274971297129542e-05 -0.013254256316309642 -0.0029120258124147864 0.44743467345633542 0.03654303483082913 -0.0026246139415397191 0.04646164358004707 -0.0090256756785878686 -0.0058407542177215761 -0.0032284646641290915 -7.5490898010319897e-05 -0.0066715236002534983 0.046871064787109687 6.3413528162755621e-05 -0.0044200591891201142 4.9531557087114907e-05 -0.014872582851451377 -0.010537757423256749 -0.017575733368811398 -0.0031203352790721509 -0.0018952693684179925 -2.7633899022845482e-05 0.00014252258051242469 2.5553596688089479e-05 -0.0096968079041922454 -0.00040381403912854161
leaf_weight=553812 2416 465 74 1118 20 20 829 38 40 34 303 14085 105 24 774 29 262 22 29 23 32 441 4161 9411 11776 20 332
leaf_count=553812 2416 465 74 1118 20 20 829 38 40 34 303 14085 105 24 774 29 262 22 29 23 32 441 4161 9411 11776 20 332
internal_value=5.80261e-06 -0.000360379 -0.00138852 -0.00100402 1.64527e-05 0.000507526 0.00962619 -0.000473198 -6.29128e-05 0.00985695 -6.26882e-07 -0.000100837 -0.0032348 3.44211e-06 0.00126458 -9.85052e-05 -3.63813e-05 -0.00131035 -0.0134179 -0.0142789 -0.000295488 1.60535e-06 -0.000206605 3.30661e-06 -4.41326e-06 -0.000458617 1.37804e-05
internal_weight=600695 16977 4068 3942 583718 15066 887 867 14179 54 2719 14125 1223 568652 827 803 12909 316 126 97 294 567825 4602 563223 12593 485 12108
internal_count=600695 16977 4068 3942 583718 15066 887 867 14179 54 2719 14125 1223 568652 827 803 12909 316 126 97 294 567825 4602 563223 12593 485 12108

Tree=65
num_cat=0
split_feature=4 4 7 49 29 19 8 16 23 49 5 7 24 49 8 21 20 19 16 16 51 46 16 31 49 51 21
split_gain=0.644616 11.8772 154.589 1531.98 1.49935 1.31027 2.87336 2.27149 1.66026 1.52602 0.395577 1.06191 0.96301 0.325487 1.77219 1.28453 0.264873 21.0202 0.187682 1.6173 0.111037 0.110859 0.102182 0.153061 0.0701015 0.035881 0.0300177
threshold=0.074781253933906569 0.066476602107286467 -0.015038088895380495 1.213452994823456 0.27009269595146185 0.004761686548590661 -0.016163758933544155 0.90565890073776256 -0.021760465577244755 0.98683872818946849 2.1832678318023686 0.023633771575987342 1.6424518823623659 2.1199098825454716 0.026091275736689571 0.68607407808303844 0.29659919440746313 0.018366006202995781 0.019166823476552967 0.0052491701208055028 -0.017102343030273911 0.24645754694938662 0.018398451618850235 0.35105389356613165 1.8932956457138064 0.15706272423267367 1.1624502539634707
left_child=1 10 3 4 -3 6 9 8 -8 -2 16 12 -12 18 15 -15 21 -18 19 -7 -20 -1 23 -4 -24 -16 -13
right_child=5 2 22 -5 -6 13 7 -9 -10 -11 11 26 -14 14 25 -17 17 -19 20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=2.0336442199483079e-06 -0.0056248318065384717 -0.01627919997514056 -4.8495897121588662e-05 0.54367428561677222 0.00021419854386699929 -0.00053026014114004611 -0.0082935971259750531 -0.017110182455850009 -0.00071492449967862847 -0.027860233958471904 -0.0031768646322686122 2.4664421479750118e-05 -0.00022680702457901614 -0.003282158754476783 -0.00082627262570756667 -0.013518218410210326 0.059382341274282047 -0.00020334774558109024 -0.0042101448538970458 -0.017580343630618878 -1.4186063302967505e-05 -0.00063218211282191328 -6.2299349376836443e-05 -0.0069138351820525711 -0.00093271448086661504 0.00033556880931191161 -0.0012632180453361456
leaf_weight=576639 21 22 26 20 150 611 108 32 1473 22 831 4025 718 238 105 52 21 1107 22 20 10468 961 1745 20 395 779 64
leaf_count=576639 21 22 26 20 150 611 108 32 1473 22 831 4025 718 238 105 52 21 1107 22 20 10468 961 1745 20 395 779 64
internal_value=5.46025e-06 1.48847e-05 0.00417611 0.0549348 -0.00189542 -0.000390906 -0.00194889 -0.00154762 -0.00123263 -0.0170011 -2.04892e-06 -0.000493862 -0.00180944 -0.000181063 -0.00111538 -0.00511759 2.74235e-06 0.00090596 -8.24313e-05 -0.00107067 -2.2986e-05 9.78448e-07 -0.000282101 -0.00303343 -0.00022296 0.000197567 4.50681e-06
internal_weight=600695 586744 2378 192 172 13951 1656 1613 1581 43 584366 5638 1549 12295 1174 290 578728 1128 11121 631 10490 577600 2186 46 2140 884 4089
internal_count=600695 586744 2378 192 172 13951 1656 1613 1581 43 584366 5638 1549 12295 1174 290 578728 1128 11121 631 10490 577600 2186 46 2140 884 4089

Tree=66
num_cat=0
split_feature=4 4 7 9 7 55 29 19 8 16 23 49 49 8 20 19 18 49 7 55 16 16 46 51 16 20
split_gain=0.570795 10.5171 137.929 1100.1 10.856 36.7515 5.18975 1.16022 2.5443 2.01136 1.47013 1.35126 0.288213 1.56924 0.23703 18.613 0.59365 0.190751 0.7172 0.18407 0.166188 1.43592 0.0984912 0.0983215 0.0904801 0.032593
threshold=0.074781253933906569 0.066476602107286467 -0.016295056790113446 -0.00085678591858595599 -0.015038088895380495 -0.35754074156284327 0.27009269595146185 0.004761686548590661 -0.016163758933544155 0.90565890073776256 -0.021760465577244755 0.98683872818946849 2.1199098825454716 0.026091275736689571 0.29659919440746313 0.018366006202995781 0.0027384775457903747 2.1199098825454716 0.02491004299372435 1.6028330326080324 0.019166823476552967 0.00282562745269388 0.24645754694938662 -0.017102343030273911 0.018398451618850235 0.0052538346499204644
left_child=1 14 3 -3 5 -4 -5 8 11 10 -10 -2 20 19 17 -16 -17 22 -19 -14 21 -9 -1 -22 -6 -15
right_child=7 2 4 6 24 -7 -8 12 9 -11 -12 -13 13 25 15 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=2.9176206637582918e-06 -0.0052929667541535483 0.4658821565658785 0.089625906158503493 -0.031038286852727952 -0.0028544538532825911 -0.012957847049662604 -0.00039563534447767883 -0.00048529311934055196 -0.0078042749580043286 -0.016100681858137247 -0.00067274396398762882 -0.026216479758816684 -0.0042560510936781653 -0.0016626467214464354 0.055878785583234968 -0.010263987186225131 -6.0211251066186001e-06 -0.00093474261625729564 1.8512392563348597e-05 -0.0087639499265286646 -0.003961746406487443 -0.016176517342971194 -0.00059488336701083713 -1.3349085334215877e-05 -0.00020980543791815253 0.00025534020708531727
leaf_weight=567250 21 20 20 24 46 31 97 610 108 32 1473 22 254 32 21 20 1087 3619 11408 36 22 21 961 10468 2140 852
leaf_count=567250 21 20 20 24 46 31 97 610 108 32 1473 22 254 32 21 20 1087 3619 11408 36 22 21 961 10468 2140 852
internal_value=5.1381e-06 1.40065e-05 0.00392972 0.0605273 0.000362332 0.0272711 -0.00647352 -0.000367843 -0.00183391 -0.00145631 -0.00115991 -0.015998 -0.00017038 -0.00104957 -1.92803e-06 0.000852509 -0.00019135 -3.58054e-06 -0.000211063 -0.00481565 -7.75679e-05 -0.00100751 1.90658e-06 -2.16298e-05 -0.000265457 0.000185911
internal_weight=600695 586744 2378 141 2237 51 121 13951 1656 1613 1581 43 12295 1174 584366 1128 1107 583238 15027 290 11121 631 568211 10490 2186 884
internal_count=600695 586744 2378 141 2237 51 121 13951 1656 1613 1581 43 12295 1174 584366 1128 1107 583238 15027 290 11121 631 568211 10490 2186 884

Tree=67
num_cat=0
split_feature=14 14 23 17 49 49 7 8 21 51 4 7 29 49 8 20 34 19 15 34 15 19 49 31 16 6 49
split_gain=0.589232 8.98301 128.534 1119.65 1.0458 1.87117 46.5914 1.61944 0.915989 0.549824 0.527131 1.75081 6.12669 0.710889 0.347084 0.314214 26.3739 1.55794 0.242753 9.07419 0.233473 0.764018 0.130165 0.120606 0.0784202 0.0670357 0.0461702
threshold=0.41081577539443975 0.44294348359107977 -0.024370512925088402 0.22375283390283587 2.1199098825454716 1.8932956457138064 -0.0056757091078907243 0.02900647092610598 0.68607407808303844 -0.02751260437071323 0.066476602107286467 -0.015038088895380495 0.19344079494476321 1.213452994823456 2.6777504682540898 0.29659919440746313 0.73770669102668773 0.04006155580282212 0.48480661213397985 0.42046615481376654 0.48480661213397985 0.004761686548590661 2.3465241193771367 1.1379504799842837 0.018398451618850235 -1.2924970388412473 3.0263667106628422
left_child=10 2 3 23 5 9 -7 8 -6 -3 15 12 -12 -14 -9 18 17 -17 22 -20 24 -22 -1 -2 -13 -4 -27
right_child=1 4 25 -5 7 6 -8 14 -10 -11 11 20 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28
leaf_value=1.6691755545889356e-07 9.6782177999505119e-05 -0.0012079723857115789 -0.0035143987381030454 0.46786898917979997 -0.0040371153529542804 0.09179384200562489 -0.00044878326485235865 -8.613798337746269e-05 -0.012417932449039397 1.0198001409098069e-05 -0.031465577813210306 -0.0014413994791898064 -0.0015939953128916904 -0.011544719886750465 -0.0045672349673043225 -0.016746186873031546 0.068083470371296737 -7.7690638696609323e-05 0.039200966641800256 -0.00064522988128647813 -0.0034687716282163022 -0.00035281345217271453 -0.0002025986942528124 -0.0048034010874340302 7.6621167902074189e-06 -5.2442424377426636e-05 -0.002382595274722401
leaf_weight=554995 139 1376 20 20 223 20 406 681 57 20581 27 134 336 27 66 20 20 812 21 378 314 2146 11244 20 4360 2222 30
leaf_count=554995 139 1376 20 20 223 20 406 681 57 20581 27 134 336 27 66 20 20 812 21 378 314 2146 11244 20 4360 2222 30
internal_value=4.83495e-06 0.000280332 0.00367869 0.0518143 -7.54725e-05 8.99727e-06 0.00388186 -0.00191645 -0.00574321 -6.61422e-05 -7.55928e-06 -0.000504212 -0.00435092 -0.00233413 -0.000482058 -1.132e-06 0.00113106 -0.000478376 -2.83436e-06 0.00145194 -0.000288478 -0.000750541 -3.85947e-06 -0.000519593 -3.55453e-05 -0.000113685 -8.34835e-05
internal_weight=600695 25861 2451 179 23410 22383 426 1027 280 21957 574834 7344 390 363 747 567490 852 832 566638 399 6954 2460 566239 159 4494 2272 2252
internal_count=600695 25861 2451 179 23410 22383 426 1027 280 21957 574834 7344 390 363 747 567490 852 832 566638 399 6954 2460 566239 159 4494 2272 2252

Tree=68
num_cat=0
split_feature=32 32 9 7 14 29 51 5 55 18 9 29 16 49 5 7 24 55 46 7 22 4 49 21
split_gain=0.648852 7.68019 128.33 1105.79 9.33336 7.05918 2.69754 1.44046 1.17259 1.68237 0.893302 4.58386 0.709205 0.523953 0.312938 0.867418 0.913598 0.284103 0.192414 13.8931 0.176186 0.0945708 0.0590493 0.0129179
threshold=0.54038965702056896 0.48480661213397985 -0.0025751048233360048 -0.004249763907864689 -0.31920579075813288 0.31728042662143713 -0.047317719087004655 -0.29758813977241511 0.37559466063976293 0.0074095760937780151 0.0056203843560069808 0.25661079585552221 0.060788612812757499 1.0000000180025095e-35 2.1832678318023686 0.02491004299372435 1.6424518823623659 0.63477492332458507 0.24645754694938662 -0.017919823527336117 0.76980724930763256 0.066476602107286467 0.53361032903194439 1.4956800341606142
left_child=1 14 3 -3 -4 -5 8 17 -2 20 11 -9 -6 -12 18 16 -16 22 21 -20 -10 -1 -8 -17
right_child=6 2 4 5 12 -7 7 10 9 -11 13 -13 -14 -15 15 23 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=4.0308912903837976e-06 -0.01975403863104681 0.464633561609195 0.038897027940508748 -0.038423087352904256 -0.0036368391442646955 -0.00036980599464274221 -0.0074800476295770043 -0.014758171684946997 0.0052311160327378836 -0.017176193749332533 -0.0029810028600884293 -0.00082406453835701739 -0.00024893253665844695 -4.9101433343989391e-05 -0.003009203489969452 2.8683893333948034e-05 -6.1660861603037292e-05 -0.013346224506607366 -0.00083430764186473558 0.033973074132778232 -0.0022435285534871657 -0.00024983376822042253 -0.0043190270214496793 -0.0010791374071048119
leaf_weight=573182 30 20 21 20 242 112 36 87 21 28 216 1484 1934 11987 804 3766 672 21 805 42 23 5154 48 37
leaf_count=573182 30 20 21 20 242 112 36 87 21 28 216 1484 1934 11987 804 3766 672 21 805 42 23 5154 48 37
internal_value=3.01579e-06 1.248e-05 0.00337934 0.0558078 -0.000247935 -0.00613545 -0.000394215 -0.000323958 -0.00995394 -0.00587057 -0.000271479 -0.00159572 -0.000625713 -0.000100998 -1.05173e-06 -0.000453256 -0.00166723 -0.00720825 3.06991e-06 0.000891678 0.00132392 1.76851e-06 -0.00567375 1.79057e-05
internal_weight=600792 586811 2349 152 2197 132 13981 13879 102 72 13774 1571 2176 12203 584462 5279 1476 105 579183 847 44 578336 84 3803
internal_count=600792 586811 2349 152 2197 132 13981 13879 102 72 13774 1571 2176 12203 584462 5279 1476 105 579183 847 44 578336 84 3803

Tree=69
num_cat=0
split_feature=0 11 9 26 33 4 7 19 29 49 8 9 35 15 19 46 18 3 14 15 49 29 18 49
split_gain=0.640808 15.6009 1165.41 11.9329 19.8179 0.685812 1.46624 9.51616 1.78065 0.491654 0.817604 0.295789 0.390849 0.292577 1.78593 0.262305 3.65061 0.165465 9.15863 0.150412 0.135016 0.110753 0.0831173 0.054601
threshold=-0.024610131978988644 1.0398963093757632 -0.0011112365755252538 -1.8247658610343931 0.14208780229091647 0.066476602107286467 -0.013408305589109657 0.0013983871904201808 0.18269900977611545 1.8932956457138064 0.024757893756031994 0.0029097612714394931 1.3171294927597048 0.48480661213397985 0.0075235832482576379 0.24645754694938662 -0.0067873813677579156 0.093698535114526763 -0.27225066721439356 0.48480661213397985 -1.3926106095314024 0.33560623228549963 0.0013341563753783705 2.1199098825454716
left_child=1 3 -3 4 -1 15 7 -7 -9 21 -11 12 -4 20 -15 17 -17 19 -19 -2 -5 -8 -18 -13
right_child=5 2 11 13 -6 6 9 8 -10 10 -12 23 -14 14 -16 16 22 18 -20 -21 -22 -23 -24 -25
leaf_value=0.074324606741440938 -3.6561500154427175e-07 0.44256418376791545 -0.00022668087525252537 0.00036567246254702319 -0.00054277713075043721 -0.031594628554425741 -0.00043724810227668083 -0.016115506764779897 -0.0010049208839602692 -0.0030822060628501757 -0.00043571806464365255 -1.5441053050059371e-05 -0.011108674237383457 -0.017477191295310727 -0.00056123607150617653 -0.020556459031067786 -0.0039059685190259187 0.040270046752400229 -0.00016166694674462766 -0.00037721667148123811 -2.9904245161638976e-05 3.8977212215436762e-05 -0.00023976612487465397 -0.0018509319391887399
leaf_weight=20 542352 21 27 3299 32 38 2217 28 891 523 1822 1288 20 22 1743 32 22 20 784 3712 33532 7289 999 59
leaf_count=20 542352 21 27 3299 32 38 2217 28 891 523 1822 1288 20 22 1743 32 22 20 784 3712 33532 7289 999 59
internal_value=2.83786e-06 0.000230798 0.00631552 8.02098e-06 0.0282524 -1.34494e-05 -0.000440222 -0.00266167 -0.00146531 -0.000260834 -0.00102596 -0.000256375 -0.00485732 -3.00323e-05 -0.000772087 -3.47337e-06 -0.000933774 -1.68206e-06 0.000844097 -2.92735e-06 5.52807e-06 -7.20886e-05 -0.000318764 -9.58375e-05
internal_weight=600792 40063 1415 38648 52 560729 12808 957 919 11851 2345 1394 47 38596 1765 547921 1053 546868 804 546064 36831 9506 1021 1347
internal_count=600792 40063 1415 38648 52 560729 12808 957 919 11851 2345 1394 47 38596 1765 547921 1053 546868 804 546064 36831 9506 1021 1347

Tree=70
num_cat=0
split_feature=0 31 17 26 8 15 51 9 9 19 14 19 15 34 46 18 16 31 7 29 18 45 13
split_gain=0.567423 25.2186 1152.28 10.5763 19.9395 0.544748 2.63961 6.05837 2.02264 14.3566 1.61479 1.09275 0.266521 0.213038 0.184786 3.07568 0.14456 0.0990166 0.0889452 0.0888284 0.52416 0.179119 0.0751153
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -1.8247658610343931 0.38461659848690039 0.48480661213397985 -0.042624477297067635 0.012639783788472416 -0.0023334147408604618 0.0068112392909824857 -0.36017912626266474 -0.00047412204730790103 0.15673341602087024 1.2959081530570986 0.24645754694938662 -0.0067873813677579156 -1.081806421279907 -1.4407322406768797 -0.019574526697397229 1.8597307801246645 -0.0065623323898762456 -0.093145374208688722 0.7068486511707307
left_child=1 3 13 4 -1 14 7 -7 9 -8 -10 -9 17 22 19 -16 -14 -5 -17 21 -21 -2 -3
right_child=5 2 -4 12 -6 6 8 11 10 -11 -12 -13 16 -15 15 18 -18 -19 -20 20 -22 -23 -24
leaf_value=0.072798781452076397 0.00074351260843960045 -0.00015477378778095649 0.44188972479433447 0.00024874474819948654 -0.0022978305727616543 -0.036671055973285717 -0.05025979063151912 -0.0010470978088602092 0.0089706988866331393 -0.0018325092444478324 -0.00014565151706520419 -0.0099116914050845304 -0.0033603020095299076 -0.0064542081928066182 -0.019780813853802353 6.7374471863574306e-05 -0.00037477424242215182 -2.1580187381099657e-05 -0.003178948133320157 -0.0063569290037080641 -0.00024087084866782708 -2.3891720832245247e-06 -0.0025350183267603696
leaf_weight=20 1123 794 21 5695 32 21 22 168 68 679 12637 68 57 20 29 562 5917 27458 31 50 1996 543275 49
leaf_count=20 1123 794 21 5695 32 21 22 168 68 679 12637 68 57 20 29 562 5917 27458 31 50 1996 543275 49
internal_value=2.67043e-06 0.000217181 0.0100718 -5.1706e-06 0.0265855 -1.26559e-05 -0.000380632 -0.0063035 -0.000267088 -0.00335234 -9.68588e-05 -0.0036013 -4.05097e-05 -0.00043591 -3.4657e-06 -0.00101982 -0.00040326 2.4856e-05 -0.000102332 -2.30881e-06 -0.000390335 -8.50504e-07 -0.000293127
internal_weight=600792 40063 884 39179 52 560729 13663 257 13406 701 12705 236 39127 863 547066 622 5974 33153 593 546444 2046 544398 843
internal_count=600792 40063 884 39179 52 560729 13663 257 13406 701 12705 236 39127 863 547066 622 5974 33153 593 546444 2046 544398 843

Tree=71
num_cat=0
split_feature=32 32 16 9 9 29 51 18 5 55 18 9 29 49 24 5 8 24 55 46 35 22 4 49 16
split_gain=0.520838 7.01539 117.386 1293.77 3.26788 6.48056 2.18623 2.18374 1.22951 1.02814 1.43392 0.803387 4.83918 0.509062 0.283732 0.274708 0.526235 0.659995 0.234068 0.203382 14.7712 0.15041 0.0722266 0.0530898 0.00231269
threshold=0.54038965702056896 0.48480661213397985 0.019166823476552967 0.0073941692244261512 -0.0020871362648904319 0.33560623228549963 -0.047317719087004655 0.0037438393337652092 -0.29758813977241511 0.37559466063976293 0.0074095760937780151 0.003262704587541521 0.25661079585552221 1.0000000180025095e-35 -1.0439402461051939 2.1832678318023686 0.027544632554054264 1.6424518823623659 0.63477492332458507 0.24645754694938662 1.0885237455368044 0.76980724930763256 0.066476602107286467 0.53361032903194439 0.45985263586044317
left_child=1 15 3 -3 5 -4 9 -5 18 -2 21 12 -10 -13 -6 19 17 -17 23 22 -21 -11 -1 -8 -18
right_child=6 2 4 7 14 -7 8 -9 11 10 -12 13 -14 -15 -16 16 24 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=2.5602475332035187e-06 -0.01813619171977043 0.4966778921676217 -0.038000319466966644 -0.0211338090835663 -0.0050720369541043661 -0.004082281232626165 -0.0069702827772642993 -0.00049713752888388865 -0.017870448589401289 0.0051161903721346916 -0.015573444164890263 -0.0029048287876583308 -0.00083725355047304815 -4.7815582521872653e-05 -0.00011249111623189065 -0.002232235185880318 2.8170868843959889e-05 -4.275736927503853e-05 -0.012221715430507348 -0.00062837443867677059 0.040236231811868493 -0.0017900836811117502 -0.00021929632026178883 -0.0039730174060581096 -0.00029096497140895219
leaf_weight=573182 30 20 23 20 41 133 36 166 61 21 28 221 1205 12287 1946 1020 3274 904 21 815 32 23 5154 48 81
leaf_count=573182 30 20 23 20 41 133 36 166 61 21 28 221 1205 12287 1946 1020 3274 904 21 815 32 23 5154 48 81
internal_value=2.51287e-06 1.09922e-05 0.00322884 0.0457687 -0.000860388 -0.00908302 -0.000353382 -0.00271613 -0.000290133 -0.00895955 -0.00513595 -0.000241648 -0.00165797 -9.82953e-05 -0.000214827 -1.94059e-06 -0.000425624 -0.0012035 -0.00665039 1.9211e-06 0.000915507 0.00150609 5.83112e-07 -0.00525756 2.04659e-05
internal_weight=600792 586811 2349 206 2143 156 13981 186 13879 102 72 13774 1266 12508 1987 584462 5279 1924 105 579183 847 44 578336 84 3355
internal_count=600792 586811 2349 206 2143 156 13981 186 13879 102 72 13774 1266 12508 1987 584462 5279 1924 105 579183 847 44 578336 84 3355

Tree=72
num_cat=0
split_feature=0 31 17 26 34 15 19 7 23 5 25 51 15 5 7 24 34 5 20 18 49 20 13 21
split_gain=0.497127 22.1872 1013.48 9.33874 19.5634 0.505916 2.53753 18.8229 4.731 1.7629 5.63363 0.783513 0.242219 0.237888 0.69502 0.724532 0.187611 0.163763 0.156235 2.98711 0.107657 0.0690054 0.064503 0.0113437
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -1.8247658610343931 0.8912889063358308 0.48480661213397985 0.0029871630249544982 -0.014777715317904947 -0.019528726115822789 -0.4922413676977157 0.091972768306732192 -0.047317719087004655 0.15673341602087024 2.1832678318023686 0.02491004299372435 1.6424518823623659 1.2959081530570986 -0.51527819037437428 0.29659919440746313 -0.0040712922345846883 -1.3926106095314024 0.12410134449601175 0.7068486511707307 1.4956800341606142
left_child=1 3 16 4 -1 13 7 -7 -9 10 -8 -11 20 18 15 -15 22 -14 21 -20 -5 -2 -3 -16
right_child=5 2 -4 12 -6 6 9 8 -10 11 -12 -13 17 14 23 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.0036284901134204118 3.5651868177987175e-06 -0.00014583364343625545 0.4144233651104427 0.00034439108303722363 0.070756507147778758 -0.047696391085628419 0.035126216930802909 -0.030167999902227891 -0.0011909096053768985 -0.0078622855567170875 -0.0055771398407904876 -0.00014803606465000488 -0.0035890125758924773 -0.0026806646317132235 3.4438902936826773e-05 -5.5028714896956272e-05 -0.0060557673738687295 -0.00035465882196037405 -0.022282972474667158 -0.00016390182270227985 -1.1552037211353745e-05 -0.00025138897700676836 -0.0023515391242203338 -0.0010036917678080499
leaf_weight=32 537419 794 21 3283 20 32 20 20 1014 46 29 12502 55 803 3766 672 20 5919 22 626 29870 3721 49 37
leaf_count=32 537419 794 21 3283 20 32 20 20 1014 46 29 12502 55 803 3766 672 20 5919 22 626 29870 3721 49 37
internal_value=2.36461e-06 0.000203148 0.00944656 -5.41173e-06 0.0249811 -1.1981e-05 -0.0003666 -0.00313061 -0.00175139 -0.0001327 0.0110365 -0.000176316 -3.8619e-05 -3.12438e-06 -0.000397308 -0.00148444 -0.000408033 -0.000384436 7.15691e-07 -0.000914858 2.36955e-05 1.81206e-06 -0.000274042 2.43388e-05
internal_weight=600792 40063 884 39179 52 560729 13663 1066 1034 12597 49 12548 39127 547066 5278 1475 863 5974 541788 648 33153 541140 843 3803
internal_count=600792 40063 884 39179 52 560729 13663 1066 1034 12597 49 12548 39127 547066 5278 1475 863 5974 541788 648 33153 541140 843 3803

Tree=73
num_cat=0
split_feature=14 9 19 12 6 11 32 32 20 49 8 46 7 18 32 19 9 49 9 32 6 4 7 32 45
split_gain=0.50745 11.1601 319.584 1334.27 13.6389 0.566605 16.8819 0.433563 3.09675 0.386963 1.33433 0.381718 14.071 2.10979 0.355001 0.776902 2.29098 0.597439 0.265176 0.249913 0.141288 0.128943 0.84635 0.529596 0.0413385
threshold=0.41081577539443975 -0.00085678591858595599 0.0029871630249544982 0.34601511061191564 0.36366368830204016 -0.085007876157760606 -0.024497974663972851 0.48480661213397985 0.022364095784723762 2.1199098825454716 0.024757893756031994 0.24645754694938662 -0.017919823527336117 -0.0067873813677579156 0.54038965702056896 0.004761686548590661 0.0088038593530654925 1.0000000180025095e-35 0.003262704587541521 0.25901219248771673 -0.84665933251380909 0.066476602107286467 -0.015038088895380495 0.48480661213397985 -0.078332874923944459
left_child=11 2 3 4 -2 6 24 20 -9 18 -11 14 13 -13 21 16 -16 -17 -7 -15 -4 23 -23 -1 -3
right_child=1 5 7 -5 -6 9 -8 8 -10 10 -12 12 -14 19 15 17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=-4.3713223479305096e-06 0.051139103424560739 -0.0018316420289171487 -0.0052242485682654658 0.53805577793708648 -0.00369592788677454 -0.0010822415064012864 0.053620400652101601 -0.02338670391490703 -0.0012779231465401685 -0.0050671945040624946 -9.3478997074666634e-05 -0.019116654477336188 0.036107576900958331 4.6960671888182309e-05 -0.023267263901699333 -0.0028598785758532368 -0.0021367476274047471 9.0422118841788586e-06 -8.1672626324502218e-05 -0.0053018630302200708 -0.00023599126697955718 -0.0032561497135472411 -0.00010826318729873994 0.0028397247698205771 -0.00011248274189042282
leaf_weight=566940 20 54 20 20 75 965 21 23 536 248 773 22 38 387 20 297 167 1693 20705 33 1687 316 5028 228 495
leaf_count=566940 20 54 20 20 75 965 21 23 536 248 773 22 38 387 20 297 167 1693 20705 33 1687 316 5028 228 495
internal_value=4.03243e-06 0.000260836 0.00410804 0.100058 0.00784829 -0.000132964 0.00170428 -0.000761458 -0.00218759 -0.000179116 -0.00130159 -7.41632e-06 0.0016557 -0.00130623 -8.8054e-06 -0.000760798 -0.0043967 -0.000419133 -0.00012623 -0.000373304 -0.000294436 -5.94592e-06 -0.000294403 -3.228e-06 -0.00028158
internal_weight=600811 25642 2381 115 95 23261 570 2266 559 22691 1021 575169 480 442 574689 2177 187 1990 21670 420 1707 572512 5344 567168 549
internal_count=600811 25642 2381 115 95 23261 570 2266 559 22691 1021 575169 480 442 574689 2177 187 1990 21670 420 1707 572512 5344 567168 549

Tree=74
num_cat=0
split_feature=4 8 29 8 9 18 49 8 21 29 9 2 14 3 31 25 46 8 3 26 49 9 6 18 9 47 8 25 20
split_gain=0.477043 10.9285 324.144 1172.2 2.22709 0.528633 0.358993 0.522603 0.709337 0.316577 0.298983 0.22518 0.292872 6.26185 11.1832 3.86631 0.535697 20.0473 0.525189 0.192816 0.4423 0.958808 0.172776 0.570297 0.13173 0.0785269 0.053327 0.0976492 0.0280102
threshold=0.066476602107286467 -0.01495661213994026 0.19344079494476321 -0.017820554785430428 0.022361756302416328 -0.0090776551514863951 1.6666814088821413 0.024757893756031994 0.68607407808303844 0.097680713981390013 0.0048211431130766877 0.034190136939287193 0.44294348359107977 -0.041278971359133713 0.75121885538101207 2.1658793687820439 0.24645754694938662 -0.018076868727803227 0.093698535114526763 -1.2204301357269285 1.1001458764076235 0.069843553006649031 -0.92648419737815846 0.015390338841825725 0.0088038593530654925 -1.2433525025844572 0.058228425681591041 -2.3148571252822872 -0.0015862096915952859
left_child=11 2 3 4 -2 -4 26 8 -8 -9 -7 12 16 14 -14 -15 18 -18 -1 20 25 -22 23 -21 -24 -13 27 -3 -28
right_child=1 6 5 -5 -6 10 7 9 -10 -11 -12 19 13 15 -16 -17 17 -19 -20 22 21 -23 24 -25 -26 -27 28 -29 -30
leaf_value=-3.896205241664831e-06 -0.033663308767229318 -0.0043073680848217917 -0.0093097439213694691 0.49900897345900352 -0.0091078027667988656 -0.0022943641204081627 -0.0013215724665320088 -0.0014911270283867433 -0.0062266218523483151 8.1741868124398901e-06 -0.00015534274307215328 -0.0022959676802176286 -0.00073619977823273074 -0.00015990815829973926 0.055504094216584046 0.014416954745077796 -0.0014593994007542884 0.052216944150944557 0.0029263362570427528 -0.0049342895337353126 -0.016040674860040387 0.00051299490370277864 -0.00039058339972026401 -0.00043346863804303079 -1.3184544800958074e-05 -0.00053018451691718891 0.0015043606883970069 -0.00017654634644916905 5.8124214460525789e-05
leaf_weight=563226 20 20 24 21 36 270 746 636 119 2139 1444 99 32 2479 20 65 354 26 213 109 21 29 4440 971 11712 766 47 5010 5717
leaf_count=563226 20 20 24 21 36 270 746 636 119 2139 1444 99 32 2479 20 65 354 26 213 109 21 29 4440 971 11712 766 47 5010 5717
internal_value=3.79452e-06 0.000319123 0.00463406 0.123091 -0.0178776 -0.000614055 -0.000223457 -0.000730147 -0.00199637 -0.000335449 -0.000492295 -4.97065e-06 1.58381e-06 0.000626816 0.0208947 0.000212535 -1.29496e-06 0.00221319 -2.78847e-06 -0.000209552 -0.00104415 -0.00643955 -0.000165236 -0.000887718 -0.000116927 -0.00073228 -5.25888e-05 -0.000192971 6.99169e-05
internal_weight=600811 16249 1815 77 56 1738 14434 3640 865 2775 1714 584562 566415 2596 52 2544 563819 380 563439 18147 915 50 17232 1080 16152 865 10794 5030 5764
internal_count=600811 16249 1815 77 56 1738 14434 3640 865 2775 1714 584562 566415 2596 52 2544 563819 380 563439 18147 915 50 17232 1080 16152 865 10794 5030 5764

Tree=75
num_cat=0
split_feature=0 31 17 6 19 5 9 21 24 32 20 18 5 21 32 9 34 19 1 31 21 51 1 32 23
split_gain=0.432188 20.5507 939.68 1.13843 29.0519 0.284604 0.534154 0.520039 0.38358 0.203335 0.181895 2.34621 0.171655 15.3833 0.281631 0.169317 0.160138 0.153305 0.0963678 0.0896882 0.0381357 0.225606 0.037755 0.0308058 0.0161065
threshold=-0.024610131978988644 1.3952204585075381 1.003887474536896 -0.16738262772560117 0.027880997397005561 1.9541158676147463 0.027225674130022529 1.1624502539634707 1.9947673082351687 0.15079861879348758 0.29659919440746313 -0.0040712922345846883 1.8976381421089175 1.1624502539634707 0.48480661213397985 -0.3861210942268371 1.258403539657593 0.0024347682483494286 0.11563876271247865 -1.4407322406768797 1.4956800341606142 -0.047317719087004655 0.040197527036070831 0.60958480834960949 0.026445576921105388
left_child=1 3 16 9 -5 10 7 15 -9 19 12 -12 14 -14 -2 -7 22 -11 -13 -1 24 -22 -3 -6 -8
right_child=5 2 -4 4 23 6 20 8 -10 17 11 18 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00023074318551194635 2.1250178568838742e-06 -4.8561680718724808e-05 0.40889513725638388 0.072464237863948067 7.7224228866422577e-05 -0.0048354788853856214 4.9114402171574815e-05 -0.0074809305289443677 0.00052806756065789761 -0.0013061046742395485 -0.019400450440852538 -0.00076092117764163872 -0.00022676355219319731 0.031926581395034376 -0.00031376316888706947 -0.00065687834145757593 -0.0042233217571855568 -0.00026379376352927969 0.00039215690662971749 -2.9079895098024523e-05 -0.0059264342060240992 -0.00012818069257934794 -0.0012966970633203042 -0.0017620989247499142 -0.00016406962263327163
leaf_weight=5584 533452 696 20 20 468 34 7362 68 30 539 23 732 2281 53 10009 4691 36 5540 385 26920 26 230 96 34 1482
leaf_count=5584 533452 696 20 20 468 34 7362 68 30 539 23 732 2281 53 10009 4691 36 5540 385 26920 26 230 96 34 1482
internal_value=3.57064e-06 0.000191058 0.00927781 -5.99039e-06 0.00273087 -9.78509e-06 -0.000273204 -0.000775178 -0.0050292 -4.30181e-05 -3.07939e-06 -0.000747565 -1.52438e-06 0.000503368 -3.69274e-06 -0.000686947 -0.000374784 -0.000356211 -0.000363486 1.55562e-05 -7.15822e-06 -0.000717066 -0.000199851 -4.73514e-05 1.33909e-05
internal_weight=600811 39953 848 39105 522 560858 13923 4823 98 38583 546935 1140 545795 2334 543461 4725 828 6079 1117 32504 9100 256 792 502 8844
internal_count=600811 39953 848 39105 522 560858 13923 4823 98 38583 546935 1140 545795 2334 543461 4725 828 6079 1117 32504 9100 256 792 502 8844

Tree=76
num_cat=0
split_feature=4 17 17 31 51 26 51 8 19 8 19 2 14 5 4 19 46 35 5 6 18 23 17 26 19 8 9
split_gain=0.437392 9.94757 394.741 792.322 1.41624 44.3747 1.30559 0.801223 0.657048 4.85799 0.287469 0.20196 0.264174 3.27964 13.9547 1.86737 0.462483 19.1394 0.180193 0.1765 0.727677 0.676781 0.375701 0.183564 0.544079 0.15681 0.121668
threshold=0.066476602107286467 1.003887474536896 1.0443139076232912 1.2295964956283572 -0.056350536644458764 0.67274868488311779 -0.088900227099657045 -0.0060984503943473092 0.0068112392909824857 -0.0154564525000751 0.0029871630249544982 0.034190136939287193 0.44294348359107977 -0.5969175100326537 -0.067988619208335863 -0.0060697640292346469 0.24645754694938662 1.0885237455368044 2.1832678318023686 -1.2175132036209104 0.015390338841825725 -0.019528726115822789 1.5870265960693362 -1.2204301357269285 0.0029871630249544982 0.024757893756031994 0.0093136653304100054
left_child=11 4 3 -3 5 7 -4 -2 9 -6 -8 12 16 14 -14 -15 18 -18 -1 20 21 -13 -22 24 -21 -10 -25
right_child=1 2 6 -5 8 -7 10 -9 25 -11 -12 19 13 15 -16 -17 17 -19 -20 23 22 -23 -24 26 -26 -27 -28
leaf_value=7.4668400196449637e-08 -0.012205384744924405 -0.0023704454003784215 -0.014572883932191569 0.45641551361981542 -0.016767548774451236 0.088978281329758449 -0.0031232337420528948 -0.00038158103358033337 -0.00036596763582008319 -0.00072803401443561526 -0.00043614626510821917 -0.014298907642157885 -0.00040399653218333397 0.0069911966926270649 0.055141138512755782 -0.00019340524976026074 -0.0013819506050978989 0.05305297093444581 -0.00037131119898759884 -0.0043046486312823869 -0.00016566845105482625 -0.0012071921542519703 -0.0057577792619950031 -0.0003753379348313194 -0.00035384984226247352 6.3085214249954363e-05 -1.796783715842956e-05
leaf_weight=558854 21 38 24 20 68 20 154 399 5139 1971 1385 27 74 133 20 2369 356 24 4585 144 592 28 45 4590 771 7010 11950
leaf_count=558854 21 38 24 20 68 20 154 399 5139 1971 1385 27 74 133 20 2369 356 24 4585 144 592 28 45 4590 771 7010 11950
internal_value=3.35997e-06 0.0003053 0.00469059 0.155832 -0.000180655 0.00311591 -0.000917972 -0.000972771 -0.000282889 -0.00126295 -0.00070503 -5.03301e-06 1.1743e-06 0.000594984 0.0114141 0.00018851 -1.55978e-06 0.00205604 -2.94749e-06 -0.00019878 -0.0011229 -0.00763403 -0.000560716 -0.000162143 -0.000975615 -0.000118403 -0.000117141
internal_weight=600811 16249 1621 58 14628 440 1563 420 14188 2039 1539 584562 566415 2596 94 2502 563819 380 563439 18147 692 55 637 17455 915 12149 16540
internal_count=600811 16249 1621 58 14628 440 1563 420 14188 2039 1539 584562 566415 2596 94 2502 563819 380 563439 18147 692 55 637 17455 915 12149 16540

Tree=77
num_cat=0
split_feature=23 31 23 26 27 17 28 5 7 49 21 9 21 15 19 5 7 15 51 21 46 9 31 23 21
split_gain=0.397467 16.6828 630.904 4.30614 23.3073 1.12319 2.76797 0.276699 0.837668 1.51982 0.716309 0.201779 0.197208 0.188278 0.190411 0.167589 46.7228 0.293325 3.9407 0.201464 0.166466 0.133889 0.100637 0.0890632 0.0444454
threshold=-0.024370512925088402 1.3952204585075381 -0.025395662523806092 -1.8247658610343931 0.01156488247215748 1.0443139076232912 -0.0033412792254239316 1.9541158676147463 0.02491004299372435 2.1199098825454716 0.80182349681854259 -0.3861210942268371 1.1624502539634707 0.15079861879348758 0.0019162526587024333 1.8976381421089175 -0.015038088895380495 0.48480661213397985 -0.042624477297067635 1.1624502539634707 0.24645754694938662 -0.0037082721246406432 -1.4407322406768797 -0.027622920460999009 1.4956800341606142
left_child=1 3 5 4 21 23 -7 15 9 12 -11 -10 -9 22 -15 17 -17 20 -19 -18 -2 -1 -5 -3 -13
right_child=7 2 -4 13 -6 6 -8 8 11 10 -12 24 -14 14 -16 16 19 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.001429923219657503 1.8800940584480193e-06 -0.00022104675963751004 0.25026064919449004 0.0002633718132231739 0.068817202267539679 -0.026033641197082725 -0.0010346253670030473 -0.00017093510148509939 -0.0045398909678607356 -0.0027310987645285984 -0.012652368350097766 2.865140131284607e-05 -0.0028194600667549963 -0.0014914075692174288 -0.00025569650224879266 0.090286200326459939 -0.00020803789432586453 -0.014366467956289906 -0.00022055637107322356 -0.004381096884966032 -0.00096311407036992717 -0.0070831415565543072 -3.1659767810657769e-05 -0.0025675290782626575 -0.00093330387907326971
leaf_weight=25 532341 915 36 4658 20 21 58 2413 34 986 26 10130 102 474 5153 20 2265 69 10539 41 623 35 29597 60 170
leaf_count=25 532341 915 36 4658 20 21 58 2413 34 986 26 10130 102 474 5153 20 2265 69 10539 41 623 35 29597 60 170
internal_value=3.16173e-06 0.000180363 0.00738198 -1.60676e-05 0.0136586 -0.000913685 -0.00767993 -9.83398e-06 -0.000270158 -0.00105525 -0.00298599 -2.2043e-06 -0.00027835 -4.34978e-05 -0.000359789 -3.22406e-06 0.000496515 -5.36249e-06 -0.000312569 -0.000282234 7.52079e-07 -0.00472763 8.45867e-06 -0.000365446 1.27745e-05
internal_weight=600811 41052 1090 39962 80 1054 79 559759 13861 3527 1012 10334 2515 39882 5627 545898 2326 543572 10608 2306 532964 60 34255 975 10300
internal_count=600811 41052 1090 39962 80 1054 79 559759 13861 3527 1012 10334 2515 39882 5627 545898 2326 543572 10608 2306 532964 60 34255 975 10300

Column_49=132
Column_51=104
Column_5=103
Column_15=103
Column_7=90
Column_21=89
Column_19=84
Column_16=72
Column_9=68
Column_23=61
Column_24=60
Column_17=57
Column_8=56
Column_45=55
Column_46=55
Column_55=54
Column_29=51
Column_14=50
Column_18=47
Column_31=46
Column_33=45
Column_0=44
Column_26=43
Column_34=42
Column_20=41
Column_4=36
Column_32=32
Column_47=32
Column_3=30
Column_35=27
Column_13=23
Column_6=21
Column_27=21
Column_25=20
Column_2=17
Column_28=16
Column_1=14
Column_11=12
Column_50=12
Column_12=11
Column_48=11
Column_22=9
Column_52=2

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

objective=regression metric=rmse num_leaves=31 max_depth=5 learning_rate=0.059 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