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=3504 3561 3573 3543 3560 3575 3568 3570 3554 3575 3570 3574 3583 3550 3580 3585 3570 3583 3558 3572 3567 3580 3571 3548 3574 3598 3578 3548 3570 3569 3581 3561 3451 3573 3537 3592 3590 3552 3600 3572 3547 3571 3589 3551 3566 3591 3574 3593 3572 3481 3542 3304 3525 3544 3558 3326 3422 3539 3541 3406 3332 3585 3567 3378 3598 3539 3579 3444 3527 3426 2656 3390 3594 3352 3573 3545 3213 3202 3563 2995 3531 3498 3189 3341 2853 3255 3554 2430 3553 3204 3546 3202 3411 3057 3506 3549 3555 3552 3564 3558 3566 3597 3582 3581 3594 3554 3597 3599 3579 3574 3575 3358 3590 3342 3575 3570 3563 3538 3544 3547 3571 3109 3218 3578 3236 3560 3560 3582 3008 3431 3576 3602 3598 3599 3595 3604 3588 3224 3413 3553 3488 3257 3007 3588 3570 3416 3542 3235 3568 3560 3547 2976 3032 3565 3551 3564 3559 2882 3447 3575 3568 3565 3592 3303 3593 3329 3180 3359 3554 3325 3191 3549 3385 2974 3299 3552 3332 3513 3538 3314 2885 2665 3117 3518 3543 2885 3174 3513 3521 3543 3548 3508 3474 3413 2529 3414 3425 3523 3335 3560

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
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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
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leaf_value=-0.35662992594150372 -0.31360191280512401 -0.35043651573971818 -0.32323386357019246 -0.33733647679614798 -0.38417164385430302 -0.35492446104950454 -0.30800202718565906 -0.35591035423094214 -0.30957982882921925 -0.35198269348175787 -0.28621420241842999 -0.3222265259885132 -0.34116707697128901 -0.32480443654980606 -0.46883227213902179 -0.33472609002333897 -0.42572515800579147 -0.32404054288145678 -0.31981076683027981 -0.28851698064586068 -0.42324314797696549 -0.24142811817468124 -0.34641005161506933 -0.27275701653278844 -0.38598860631280452 -0.20444261316858248 -0.39285112690553275 -0.40132332972848106 -0.35409165650095137 -0.36083164530404788
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=-0.341742 -0.339737 -0.346184 -0.356164 -0.373726 -0.347134 -0.428424 -0.440458 -0.32673 -0.321816 -0.315621 -0.32776 -0.333467 -0.32081 -0.462026 -0.326346 -0.384622 -0.318649 -0.368396 -0.414883 -0.418765 -0.28056 -0.467701 -0.383899 -0.321122 -0.305748 -0.377055 -0.393765 -0.340754 -0.335811
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 48 38 17 1 28 8 28 8 7 7 6 6 28 21 28 28 55 28 28 6 7 7 21 54 5 51 7
split_gain=4049.21 1442.75 855.248 609.097 433.422 366.97 347.944 338.277 333.775 324.452 323.85 195.055 234.69 186.532 161.22 133.309 124.031 107.178 73.5373 66.8494 63.691 63.1084 51.8297 44.7917 32.0161 26.4224 20.9878 19.3674 15.0375 13.1326
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.34191577136516565 1.0000000180025095e-35 -0.9409729242324828 -0.0026376470923423763 0.035648154094815261 -0.0089428424835205061 -0.0094470065087079984 0.047026967629790313 0.061627229675650604 0.0033224067883566026 0.64674586057662975 6.0537413446581929e-05 0.00073300834628753375 3.1571753025054936 -0.27692525088787073 -0.081908166408538804 0.15352448076009753 -0.16511735320091245 0.0010656728409230711 6.054261029930786e-05 0.051835363730788238 0.0051615408156067142 1.2277988195419314 1.0425440669059756 -1.8549360036849973 -0.28147326409816736 -0.27966761589050287
left_child=2 4 6 8 20 13 21 -7 25 18 -10 12 -11 -5 15 -8 19 -18 28 -6 27 29 -23 -16 -22 -3 -20 -2 -4 -1
right_child=1 3 9 5 16 7 14 -9 10 11 -12 -13 -14 -15 23 -17 17 -19 26 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.061237498049375186 0.046515044796371752 0.011532526581708891 -0.001339593396731341 -0.017426793401954226 0.062596262949270717 0.0020966550333187954 -0.041188656963600682 0.016823641460955486 -0.023349557816296541 -0.0075735253868369707 0.0057336245384512902 0.0079083083437157843 -0.0468121123767107 -0.096911259300739683 -0.064736115965280477 -0.1045868487829522 0.14660510298066723 0.057602578705552576 -0.0068428330651379233 0.03136284168403336 0.02300380677043613 -0.06369357652658067 -0.019737653197571415 -0.0092947429705540711 0.013824275757196075 -0.036599535788043105 0.070090993436927609 0.02708819453865299 0.040845334486573653 -0.0080447343480619833
leaf_weight=27.083734422922134 511.93460819125175 5048.2168608158827 95.949531719088554 718.97347781062126 1779.7456705272198 47938.886417150497 353.24792712926865 21149.88688506186 16532.603442430496 1773.7602912634611 4606.1902888566256 903.80835981667042 7491.9054463505745 452.72534027695656 1538.1335853338242 2676.889067709446 261.77127777040005 247.82756333053112 2209.1601910889149 1011.0469547510147 6323.3703491985798 604.19649900496006 433.48354756832123 150.52950748801231 8225.0257588475943 109.64249436557293 33.875342264771461 8498.5033276081085 463.94698104262352 519.84128567576408
leaf_count=111 2099 20742 394 2960 7294 197419 1456 86994 68284 7302 18934 3714 30989 1876 6387 11205 1070 1014 9090 4145 25957 2506 1793 619 33815 453 139 34880 1904 2142
internal_value=5.25436e-05 0.00651023 -0.0412938 0.000978828 0.0263952 0.00569205 -0.070605 0.00660497 -0.0116141 -0.0270512 -0.0170123 -0.0351049 -0.0393005 -0.0481383 -0.0838114 -0.097196 0.0593164 0.103321 0.00216879 0.051281 0.0217833 -0.0312777 -0.0453313 -0.059794 0.0178141 0.0105094 -0.00568094 0.0281919 0.0336161 -0.00461388
internal_weight=142692 123416 19275.8 96557.1 26859.2 70260.5 6303.41 69088.8 26296.7 12972.4 21138.8 10169.5 9265.67 1171.7 4718.8 3030.14 3300.39 509.599 2802.93 2790.79 23558.8 1584.61 1037.68 1688.66 14548.4 5157.86 2243.04 9010.44 559.897 546.925
internal_count=587687 507936 79751 397662 110274 289249 26219 284413 108413 53532 87218 42005 38291 4836 19667 12661 13523 2084 11527 11439 96751 6552 4299 7006 59772 21195 9229 36979 2298 2253
shrinkage=0.097

Tree=2
num_cat=0
split_feature=48 28 18 8 8 48 28 6 38 6 6 6 21 28 17 28 17 6 28 6 7 7 23 8 26 8 12 12 27 11
split_gain=3330.18 1169.95 768.316 534.645 561.153 386.524 369.911 432.849 348.028 157.172 125.375 122.592 98.6922 98.3729 94.3618 85.7526 83.0443 80.1496 51.3812 47.0206 42.4294 38.9635 31.7729 26.2644 23.8398 18.9707 15.6443 15.1284 14.3055 10.2723
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.0089428424835205061 0.057788373902440078 -0.34191577136516565 0.000590299750911072 6.054261029930786e-05 1.0000000180025095e-35 1.0000000180025095e-35 6.0529777329065844e-05 0.92906877398490917 3.1571753025054936 -0.081908166408538804 -0.9409729242324828 -0.23239897191524503 -0.9409729242324828 1.0000000180025095e-35 -0.16511735320091245 0.6756977140903474 -0.095203194767236696 -0.022537890821695324 -0.0016591091989539561 -0.0041350403334945432 0.87006315588951122 0.060729285702109344 -0.26634794473648066 -0.25213894248008722 -0.0034591275034472342 -0.68374860286712635
left_child=2 8 9 14 5 -5 13 17 18 27 22 -9 24 28 19 -14 -6 -8 26 -3 -16 -15 -11 -20 -10 -12 -2 29 -4 -1
right_child=1 3 6 4 16 -7 7 11 12 10 25 -13 15 21 20 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0063485373167930549 0.0052249034885144176 -0.005269892010952704 0.040251984191924634 -0.020351610097652312 -0.034607192078658443 -0.0026912849998253644 -0.027019603977545905 -0.015399418408922739 0.050901715569906865 -0.10954690351111875 -0.068692897552325424 -0.042668434640575757 0.12689243093804664 0.0098735532197419158 0.01896120458260421 0.047130325929463805 0.011946634589710268 -0.069454376639651469 0.021467011205097929 -0.067379566798598106 0.010692723889171675 -0.01584535280238468 -0.019243319827464567 0.012918205833163698 0.02982890011873247 -0.0041880670220077786 0.026150997561846873 0.044158439860829728 0.0093005001559455184 -0.040756851924813944
leaf_weight=132.29666905105114 349.65313667058945 296.5491831600666 404.25195755064487 17346.695284232497 367.7295831143856 35573.700869709253 475.91751252114773 4750.0844938755035 2150.8986310064793 1503.1865194290876 1262.6314526796341 2303.4006606936455 290.86145237088203 655.3167312592268 9697.2448072731495 224.87318180501461 18416.521814063191 3489.1772866696119 5325.1260517686605 187.01113623380661 14677.379151239991 3593.233573153615 37.576247960329056 9264.06991545856 660.16415071487427 44.407317459583282 8699.4699178487062 30.064876332879066 215.34879817068577 213.18902756273746
leaf_count=549 1430 1227 1652 71924 1518 146632 1977 19717 8752 6484 5332 9601 1171 2691 39730 913 75561 14664 21778 797 60273 14851 160 37994 2687 183 35549 124 880 886
internal_value=4.08893e-05 0.00587046 -0.0376416 0.000881978 -0.00336774 -0.00848014 -0.0288807 -0.038719 0.0237343 -0.0808207 -0.088599 -0.0243044 0.053109 -0.00661256 0.0131405 0.0921142 0.0110353 -0.0643611 0.0196002 -0.0292901 0.0139823 -0.0118783 -0.107345 0.0160386 0.0459529 -0.0665013 0.0253424 -0.0218378 0.0294945 -0.0275809
internal_weight=142638 123528 19110.1 96562.8 71704.6 52920.4 15886.7 11018.6 26965.1 3223.35 2847.8 7053.49 3326.8 4868.15 24858.2 515.735 18784.3 3965.09 23638.3 483.56 24374.6 4248.55 1540.76 14589.2 2811.06 1307.04 9049.12 375.551 619.601 345.486
internal_count=587687 507936 79751 397662 295635 218556 66033 45959 110274 13718 12159 29318 13523 20074 102027 2084 77079 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 37 6 6 28 51 21 28 55 1 7 8 6 8 28 23 4 46 51 0 29 23 26
split_gain=1729.79 1411.71 1045.16 545.626 497.102 383.018 302.837 220.683 192.172 151.117 132.096 95.5557 87.8773 68.3972 84.6295 60.0042 59.7986 57.8141 49.2985 49.1631 28.0643 19.2333 17.937 16.8881 16.3376 15.1003 13.7759 13.6969 12.917 12.742
threshold=-0.014725709334015845 -0.020464387722313401 0.021683344617486004 -0.5827713906764983 -0.9409729242324828 1.0000000180025095e-35 0.00065479933982715021 -2.0629943609237666 0.18183939158916476 0.64674586057662975 0.81589552760124218 -0.16511735320091245 -0.32669194042682642 3.1571753025054936 -0.27692525088787073 0.15352448076009753 -0.0026376470923423763 0.007972906809300186 0.04795315861701966 6.0506041336338974e-05 1.0000000180025095e-35 -0.91767302155494679 0.0028270264156162743 -0.020877178758382794 -0.027065264992415902 0.17622788995504382 -0.0035486744018271561 -0.24111911654472348 -0.00058260626974515606 0.87006315588951122
left_child=5 7 3 6 9 11 -3 19 -5 -4 -6 23 16 15 21 29 -9 26 -19 28 -14 -15 -21 -1 -17 -16 -13 -25 -2 -7
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internal_value=3.10672e-05 -0.0063651 -0.00413987 -0.0115493 0.00900161 0.0178818 -0.0234323 -0.0632442 -0.00485961 -0.0527887 0.0110804 0.0146176 -0.0454531 0.0472423 0.0783966 0.0417518 -0.0629663 0.0114228 0.00732251 -0.092783 -0.0263069 0.117276 -0.0802494 0.0229335 0.0238157 0.0420643 0.0168493 0.0206714 -0.117633 0.0515928
internal_weight=142548 104945 100994 64581.4 36412.4 37603.1 23261.7 3951.08 41319.7 1185.16 35227.2 33840.8 2465.88 3762.3 563.705 3198.59 1287.86 24448 13925.8 1485.2 1178.02 272.307 987.257 9392.77 1133.21 291.398 10522.3 7211.45 497.942 2065.38
internal_count=587687 434039 417038 267362 149676 153648 96940 17001 170422 4967 144709 138414 10438 15234 2269 12965 5506 100167 57153 6563 4932 1090 4333 38247 4602 1179 43014 29375 2230 8363

Tree=4
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Tree=8
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Tree=9
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Tree=50
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Tree=51
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Tree=52
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Tree=53
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Tree=54
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Tree=75
num_cat=0
split_feature=1 46 12 31 24 27 45 26 17 7 28 21 17 46 28 28 8 0 51 33 51 24 17 12 9 2 33 48 4 51
split_gain=11.8306 11.4633 17.348 16.8877 10.9629 10.58 10.682 15.075 11.5124 9.40998 8.611 41.9271 12.7579 13.2944 12.3415 12.1724 11.4396 10.1904 11.5574 8.54831 18.0659 9.58164 8.43792 8.06788 7.59614 7.46685 7.36687 6.97272 5.6584 5.24545
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left_child=1 2 3 -1 23 9 8 -8 -7 22 11 17 13 15 -15 -12 24 27 -19 21 -21 -14 -3 -4 -13 -6 -11 -2 -18 -5
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internal_value=-0.000145536 0.00188257 4.87603e-05 -0.0459016 0.000316353 0.00447946 -0.00365182 0.0167119 -0.00745646 0.00578545 -0.000540771 -0.0100444 -0.000467417 -0.00813224 0.00351803 -0.0134801 0.047531 -0.0177414 -0.0203899 -0.000331623 0.00117133 -0.000803863 0.00612867 0.0112022 -0.0365194 -0.000401605 -0.0261531 0.0283629 0.0597306 0.0139689
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Tree=76
num_leaves=28
num_cat=0
split_feature=34 42 9 12 33 48 21 7 24 0 28 46 12 35 26 23 46 28 3 50 12 7 26 49 34 47 15
split_gain=10.536 12.8375 8.87116 13.1739 12.4944 10.0105 9.97679 9.20426 8.37309 6.93459 14.9498 14.4345 8.89654 10.1733 8.47262 8.08821 11.168 10.863 11.1298 9.32628 9.19307 7.92559 7.85692 7.39884 5.96735 5.34292 2.68188
threshold=1.0632801651954653 1.0000000180025095e-35 0.093192353844642653 2.05572521686554 1.04308158159256 -0.72379013895988453 0.44898386299610143 -0.056422743946313851 1.7687134742736819 -0.028491796925663945 -0.020215187221765515 -0.023901967331767079 -0.1312015429139137 -1.2899598479270933 -1.2028080224990843 -0.015210166107863186 -0.064860131591558443 -0.63395398855209339 0.021262558177113536 0.80611097812652599 -0.25839041173458094 0.021715450100600723 0.56439059972763073 -0.36369965970516199 1.2125431895256045 1.4372391104698183 0.071534261107444777
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=9 2 3 8 5 -4 -5 -6 -2 10 12 21 13 -1 -13 17 19 20 -19 -17 -11 -12 -14 -18 -3 26 -26
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internal_value=-0.000131471 -0.0017419 -0.00179763 -0.00298831 0.000542994 0.00121315 0.0238995 -0.0168282 -0.00322053 0.000311831 0.00327036 0.00810971 -0.000895821 0.0142806 0.0162997 0.000109289 0.000335606 -0.00319032 -0.00415796 0.00705893 0.0129578 0.00297189 -0.00236699 0.000171725 0.0705779 0.0962016 0.136547
internal_weight=138859 29973.1 29950 19851.4 10098.5 9723.42 169.985 375.114 19681.5 108886 6976.78 3227.63 3749.15 331.317 1244.24 101910 95368.4 6541.25 6171.44 2269.3 369.809 1983.39 3417.84 93099.1 23.0767 18.1727 11.4407
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Tree=77
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split_feature=34 42 34 48 14 48 26 13 22 22 0 8 23 26 28 12 9 46 20 34 13 46 0 19 34 8 23
split_gain=8.59573 10.4968 8.38743 12.037 12.9141 8.2878 7.82835 8.42648 7.40602 17.9572 12.291 16.3629 12.5156 10.7363 9.70497 16.5782 9.48847 9.18433 8.53175 12.7585 7.26246 6.80872 6.79361 5.34794 4.88875 2.75503 2.71592
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internal_count=587711 128741 128648 126013 15645 110368 2635 323 458970 355570 103400 1419 101981 101854 352747 2232 1197 350515 2823 529 222 2312 2294 127 93 73 40

Tree=78
num_cat=0
split_feature=5 1 31 33 13 24 26 46 11 34 32 0 31 25 46 1 16 25 6 8 46 33 29 28 17 13 51 27 47 2
split_gain=8.80692 14.0233 12.3324 12.3524 11.5242 11.505 11.0416 16.1512 11.0284 10.9716 14.5236 11.2837 10.2085 12.6678 9.05415 8.68055 9.70913 12.3939 12.3923 8.648 12.0053 8.85145 8.36368 14.8943 12.8989 12.1336 9.93046 11.8702 8.71346 7.26199
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leaf_count=110 73 5070 107 171 952 64 86 375 50219 4051 35122 500 17051 1210 30591 8830 57 1435 22325 17 339 4459 2980 20221 609 86936 4881 35 284824 4011
internal_value=-0.000107387 -0.0014608 0.000961533 0.00935172 0.0108312 -0.00305717 -5.88124e-05 -0.0307976 0.000220864 -0.00562048 -0.00601957 0.0226575 -0.00100387 -0.018616 -0.000526294 0.000333566 -0.00241066 -0.0035252 -0.000844797 0.00592951 0.0336927 0.00339969 0.000617753 -0.000911918 -0.0295385 -0.000714771 0.00115985 0.0125153 0.00104242 -0.00854367
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internal_count=587711 145642 56980 6193 6022 88662 50787 461 50326 39737 39173 564 48925 1283 47642 442069 41473 36601 23760 4872 396 4476 400596 107876 719 107157 292720 3015 289705 12841

Tree=79
num_leaves=26
num_cat=0
split_feature=1 13 31 14 26 51 49 0 3 6 14 34 49 49 16 7 18 7 7 7 25 24 26 17 25
split_gain=7.82542 9.26913 16.1409 11.8968 10.2167 16.5951 13.2121 9.51904 9.20354 8.67886 8.51751 7.94654 7.68644 7.54931 7.38755 17.2925 13.7288 13.1657 9.88186 9.41863 9.07025 7.09431 6.81858 4.89403 4.55877
threshold=-0.013262803666293619 -0.062358571216464036 1.0456457734107973 -0.1059267148375511 0.66464856266975414 -0.24056156724691388 2.7374624013900761 -0.058563640341162675 -0.0019010136020369826 0.28146837651729589 -0.1059267148375511 1.2543979883193972 1.9025341272354128 -6.3274729251861563 -0.026100930757820603 0.01740842126309872 -0.016730338335037228 0.019038717262446884 0.027214235626161102 -0.081215556710958467 -1.1552982926368711 -3.2021492719650264 1.3266369700431826 -0.52129998803138722 0.42872373759746557
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
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internal_value=-9.71349e-05 0.00155193 -0.00686029 0.00200951 0.00606915 0.0029637 0.0120672 -0.011634 0.0203578 0.0370291 -0.00942431 0.00072634 -0.0106243 -0.000418716 -0.000411786 4.40931e-05 0.00228507 -0.00172422 -0.000797939 -0.00216874 0.00758 0.000665419 -0.10083 -0.0886365 0.0758953
internal_weight=138843 22657.1 1168.85 21488.3 5160.79 3400.31 1760.48 994.436 174.411 111.818 62.5929 16327.5 983.305 116185 116176 86225.5 23549.9 29950.8 62675.6 28585.1 1365.71 16314.3 11.1315 9.12651 13.2219
internal_count=587711 93108 4909 88199 21321 14041 7280 4176 733 469 264 66878 4131 494603 494555 369101 98004 125454 271097 119007 6447 66824 45 48 54

Tree=80
num_cat=0
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Tree=81
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Tree=82
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Tree=83
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Tree=84
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Tree=85
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Tree=190
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Tree=191
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Tree=192
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Tree=193
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Tree=194
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split_feature=37 26 24 0 0 52 46 0 34 27 26 25 47 34 13 24 16 18 0 5 35
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leaf_weight=539.87222889065742 35.119855925440788 997.7439700178802 9825.1547317244112 22.95855276286602 15.994136303663252 42.1566561460495 142.73132517933846 5.4015009552240363 810.09270121157169 149.60893970727921 127.02682895958424 76.665349915623665 141.67796668410301 277.42505764961243 17.394397385418415 2366.8675653394312 6.1560661941766766 6129.4434058815241 16.900966227054596 81119.013205561787 1927.852441444993 5484.1273892559111 10.606109097599981 6748.704256080091 406.56631126999855 552.84041444212198 6428.5483728423715 159.60327772796154 18191.037314526737 42.916634008288383
leaf_count=2176 160 4119 40426 105 66 171 577 22 3267 601 511 308 569 1116 85 10689 25 25248 68 344625 7935 23954 48 28049 1688 2270 26288 655 74960 176
internal_value=-3.30393e-05 0.000275514 0.00340341 0.0359388 0.00312407 0.0413344 0.00290116 -0.000995969 0.00511386 0.00979856 0.0257357 0.00482674 -0.007725 -0.00927527 0.0642668 -4.70787e-05 0.00246654 0.00264322 -0.0626395 -0.000286269 -0.00483043 -0.00013276 -0.00838251 -0.00128934 -0.00352415 -0.00433002 -0.000605186 -0.0104789 -0.00032466 0.00956657
internal_weight=142818 108160 10112.1 86.0789 10026 58.1508 9967.89 34658 1587.9 1163.39 276.636 886.758 424.505 419.103 52.5143 98048.1 8519.37 8496.31 23.057 89528.7 2925.6 86603.1 33.5647 33070.1 7751.03 7301.54 25319.1 699.476 24619.6 449.483
internal_count=600957 458301 41638 398 41240 237 41003 142656 6394 4687 1112 3575 1707 1685 245 416663 36030 35937 93 380633 12054 368579 153 136262 32183 30319 104079 2831 101248 1864

end of trees

feature_importances:
Column_28=310
Column_6=284
Column_7=275
Column_17=260
Column_9=223
Column_8=213
Column_25=178
Column_23=171
Column_31=166
Column_1=162
Column_34=162
Column_55=161
Column_33=159
Column_24=156
Column_0=143
Column_48=143
Column_26=136
Column_21=129
Column_46=127
Column_4=124
Column_13=119
Column_18=116
Column_45=113
Column_2=111
Column_16=111
Column_14=110
Column_12=108
Column_51=105
Column_35=102
Column_20=99
Column_5=98
Column_11=94
Column_49=93
Column_27=90
Column_19=88
Column_29=77
Column_50=74
Column_47=73
Column_3=64
Column_15=59
Column_22=56
Column_37=47
Column_53=35
Column_52=22
Column_44=17
Column_43=16
Column_38=10
Column_32=9
Column_42=4
Column_54=3
Column_10=1
Column_39=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: 0.097]
[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=0.097 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50

tree
objective=regression
tree_sizes=2491 2505 2689 2646 2874 2411 2692 2415 2604 2234 2357 2438 2328 2346 2500 2347 2804 2450 2427 2534 2512 2609 2716 2805 2881 2814 2592 2311 2234 2675 2403 2583 2697 2597 2944 1945 2824 2978 2690 2700 2775 2591 2988 2999 3004 2737 2763 3029 2881 2948 3034 3024 2563 2576 3056 3037 2962 2509 2854 2786 2680 2583 2855 2662 2652 2840 2218 2279 2386 2825 2131 2929 2580 2674 2305 2670 2581 2317 2407 2946 2401 2949 2405 2406 2565 2305 2471 2852 2846 2485 2388 2636 2386 2397 2483 2377 2398 2868 2284 2646 2210 2750 2484 2471 2476 2680 2570 2386 2737 2490 2663 2570

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=0.0017952942273356481 0.00012336572695920462 8.7305023392509397e-05 0.069708938902079784 0.016517491455501947 0.06694954851232017 8.5363615991647477e-05 0.00099040418563092324 0.00010154322288542701 9.2338947307821266e-05 0.019404940496925129 0.00012570170439864253 0.00066609779728470987 0.0044910171630957313 0.00034728025089156278 -0.0049525984373079389 -0.0020521943312308845 1.7625288186978629e-05 4.7186214040576921e-05 -0.0019531752589029882 0.00055435734296326608 -0.0019450843016093062 6.1171917968156893e-05 -8.4377280909068435e-05 5.4064181562560372e-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=9.72391e-05 0.000778892 0.0137936 9.46462e-05 0.000297105 0.00255061 0.000153995 0.00109757 9.05879e-05 0.000214266 0.0015338 0.000154185 0.00213731 9.85383e-05 -0.00141935 8.55669e-05 1.47846e-05 0.000150958 1.75151e-05 0.000155748 -0.000445419 6.94085e-05 0.000109779 8.96202e-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 6 55 34 24 33 47 0 49 14 49 17 27 26 0 21 31 27 4 14 27 3
split_gain=0.0900177 1.56915 7.83875 0.0589607 0.0416878 0.321546 9.71221 0.120156 2.44852 0.0308883 0.273402 26.8131 0.0203226 0.0272472 0.0142529 0.0373251 0.013775 0.0160066 0.00925616 0.00712317 0.00678827 0.00458626 0.00363383 0.00335859
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 6.0551392380148179e-05 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -1.3179033398628233 -0.18108329176902768 -1.6757296919822691 0.18783452361822131 0.16744337230920794 0.70929089188575756 0.025386652909219268 5.3197524547576913 -1.2844281196594236 0.16744337230920794 -0.17835853993892667 0.35130810737609869 0.089672453701496138 0.16409748047590259
left_child=1 2 -1 20 9 7 -7 23 -9 10 11 -2 13 -3 18 -16 21 -18 -14 -12 -4 -11 -8 -6
right_child=4 12 3 -5 5 6 22 8 -10 16 19 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.065174024280731657 6.5781786123435187e-05 0.00013264448980813279 -0.0012400911340024322 -0.0057528423207945057 -3.158116813300827e-05 0.060362406966491394 -3.028367194261349e-05 0.028389892852265623 -8.3790261968955937e-06 -1.0815087825942276e-05 -1.4748857560759595e-05 0.1102100448305899 0.00050845213505836808 0.0044304729657261583 0.0002205598877715048 -0.0045652305700046858 -7.5279893253671248e-05 -0.00083707501752052697 -5.0425015787021395e-05 0.00071115853718589509 0.00094858644020823701 -6.9809555619982337e-05 -0.0011793058435712873 -0.0012050649042117268
leaf_weight=21 2134 35 20 21 10167 26 634 30 598 511210 20109 21 335 23 46 23 27384 262 1663 128 40 12707 27 23
leaf_count=21 2134 35 20 21 10167 26 634 30 598 511210 20109 21 335 23 46 23 27384 262 1663 128 40 12707 27 23
internal_value=-5.22724e-06 0.000610305 0.0123626 -0.00132924 -7.56863e-06 0.000175251 0.00221016 4.60237e-05 0.00134823 -1.12333e-05 0.000100448 0.00113911 4.61946e-05 0.00183696 -4.05413e-06 -0.0013747 -1.57672e-05 -8.24994e-05 4.32806e-05 -1.01575e-05 0.000219027 -1.22459e-05 -7.7218e-05 -3.42299e-05
internal_weight=587687 2227 102 81 585460 11505 687 10818 628 573955 22392 2155 2125 58 2067 69 551563 27646 1998 20237 60 523917 661 10190
internal_count=587687 2227 102 81 585460 11505 687 10818 628 573955 22392 2155 2125 58 2067 69 551563 27646 1998 20237 60 523917 661 10190

Tree=2
num_cat=0
split_feature=45 17 24 24 23 49 2 4 47 23 31 23 26 28 49 17 27 26 13 21 27 17 51 11 23 49
split_gain=0.0734012 1.2795 7.37918 0.0353128 0.0309342 0.171738 7.75461 20.3966 0.0521612 0.971129 0.0316651 2.82422 13.0269 0.0225826 0.0165844 0.0349622 0.011524 0.0304352 0.0109244 0.0101627 0.00849266 0.00847938 0.00798074 0.00760855 0.00733427 0.00499586
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 0.24980354309082034 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -0.095852397382259355 -1.256108224391937 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.70996257662773121 -0.00055394190712831904 -1.5564542412757871 0.3532050102949143 0.16744337230920794 0.70929089188575756 0.25719563663005834 1.6111459732055666 -0.17727538943290708 5.6550514698028573 2.5643361806869511 -0.72788965702056874 0.072871152311563506 -2.1528315544128414
left_child=1 2 3 13 5 6 23 -8 9 -7 18 12 -12 -1 15 25 21 -18 20 -20 -6 -16 -10 -2 -13 -3
right_child=4 14 -4 -5 10 8 7 -9 22 -11 11 24 -14 -15 16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00129175828394687 4.8972898898519859e-07 0.001210277617026891 0.062403389531992925 0.0011957349263618446 0.00057776377772513442 -9.5503020201107765e-05 -0.0011236839652928362 0.11546856362473482 -2.7666670653980945e-06 0.011251392450748618 0.086423816318405997 -3.6385611254829973e-05 -0.00021170811946837371 -0.0051009097395817663 1.3588296120751449e-05 0.0047111112570009115 0.00019916560932862289 -0.0041224032429391117 -5.0653427841911128e-05 -0.00029477927535378996 -1.0520292957243699e-05 0.0020210106751665192 -0.00030234357472025186 -0.00076210734033184749 -0.00064919404881680592 -0.00075422748341588111
leaf_weight=27 2319 21 21 22 231 1072 48 20 23203 76 20 6628 89 32 1964 22 46 23 44826 1664 504077 20 868 130 189 29
leaf_count=27 2319 21 21 22 231 1072 48 20 23203 76 20 6628 89 32 1964 22 46 23 44826 1664 504077 20 868 130 189 29
internal_value=-4.7202e-06 0.000551106 0.0111634 -0.00212099 -6.83447e-06 9.31495e-05 0.00085717 0.0331682 1.68959e-05 0.000655685 -1.18067e-05 0.000194307 0.0156847 -0.00335774 4.17137e-05 0.00148872 -9.03362e-06 -0.00124136 -1.43985e-05 -5.93913e-05 -1.02508e-05 3.38244e-05 -1.35694e-05 -3.99911e-05 -5.33756e-05 7.08647e-05
internal_weight=587687 2227 102 81 585460 27736 2517 68 25219 1148 557724 6926 109 59 2125 72 2053 69 550798 46490 504308 1984 24071 2449 6817 50
internal_count=587687 2227 102 81 585460 27736 2517 68 25219 1148 557724 6926 109 59 2125 72 2053 69 550798 46490 504308 1984 24071 2449 6817 50

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 2 46 17 46 13 29 21 4 33 23 4 47 46 29 13 1 13
split_gain=0.0331678 0.27837 13.4426 0.0965814 1.88728 0.0294951 0.221321 3.2944 24.4901 0.197927 3.92335 0.0208593 0.0183553 0.0133894 0.0161602 0.00898812 0.00840538 0.0082599 0.00748745 0.00480833 0.00458286 0.00285859 0.00238442 0.0133497 0.000884326
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 0.0019973512971773748 0.12199990078806879 -0.8243863284587859 0.075994964689016356 -1.3210638761520384 0.21250460296869281 1.6111459732055666 0.22128950804471972 6.7063963413238534 0.16060598939657214 -0.25643424689769739 -1.9294450879096983 0.020757593214511875 1.167691767215729 0.11671986430883409 0.0096852886490523833 0.67603379487991344
left_child=5 2 11 18 -5 6 9 21 -9 16 -11 20 -6 22 17 -16 -1 -15 -3 -20 -2 -8 23 -7 -24
right_child=1 3 -4 4 12 13 7 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 24 -25 -26
leaf_value=-2.8557536188314229e-06 -7.8699298692698667e-05 -0.0017614509285776877 0.074988871732873788 0.024139653700185591 0.00090908625337210057 -8.0285347900448678e-06 -1.0247588338994665e-05 0.11482297647936103 -8.2655356967316181e-05 0.028728415759018855 -7.305731366350877e-05 -0.0029426758991331695 -0.00023232941134545911 -6.0337267803634529e-05 -0.00025584560513850071 -0.00085297149687342999 -0.00046449721165823274 0.000174646452900015 -0.00093449684401309091 -4.106186745768435e-05 -0.00095523384381331349 -0.00099710053379349758 -2.3306674686493994e-05 0.00021324347503340178 -7.8788130728610654e-05
leaf_weight=47863 702 24 23 32 177 399943 2024 20 137 47 837 26 528 43097 1521 281 374 1455 57 10023 61 28 73018 2582 2807
leaf_count=47863 702 24 23 32 177 399943 2024 20 137 47 837 26 528 43097 1521 281 374 1455 57 10023 61 28 73018 2582 2807
internal_value=-4.26234e-06 0.000157755 0.00189005 2.80051e-05 0.00110001 -7.53991e-06 6.2637e-05 0.00101244 0.014555 1.99239e-05 0.00145824 -0.000240844 5.42388e-05 -1.44051e-05 -6.41815e-05 -0.00034896 -6.43504e-06 -5.26631e-05 -5.01885e-05 -4.6114e-05 -0.000148776 -2.37134e-05 -9.58153e-06 -6.60918e-06 -2.53606e-05
internal_weight=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 789 705 524704 46354 1802 48237 44552 10104 10080 763 2052 478350 402525 75825
internal_count=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 789 705 524704 46354 1802 48237 44552 10104 10080 763 2052 478350 402525 75825

Tree=4
num_cat=0
split_feature=45 55 24 55 31 28 24 33 47 0 0 55 0 6 50 21 34 34 50 28 7 5 9 0 21 2 1 26
split_gain=0.0566857 0.571673 8.24046 0.0271803 0.257642 6.03206 9.25925 0.0869347 1.75913 0.0206676 0.250155 3.44765 0.0143277 0.0193693 0.0371684 0.0151376 0.0266923 0.0137478 0.0120327 0.0119375 0.0100587 0.0216757 0.0107956 0.00883806 0.0115187 0.006441 0.00332196 0.00224249
threshold=-0.17180078476667401 -1.1565124988555906 1.7039568424224856 2.0211037397384648 2.102653026580811 0.0025741386925801639 1.0295715332031252 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 0.10345410183072092 0.64674586057662975 -0.73646786808967579 3.1571753025054936 -1.2059291601181028 1.486039996147156 1.0599251985549929 0.50608903169631969 0.015223460271954538 -0.51444455981254567 -0.13463155925273892 0.022381779737770561 5.3197524547576913 -0.024961636401712891 0.010102231055498125 -1.0762560367584226
left_child=1 2 20 9 7 6 -6 17 -9 10 25 -12 15 14 -14 19 -17 -5 -15 -3 22 -22 -1 26 -25 -2 -11 -7
right_child=3 12 -4 4 5 27 -8 8 -10 23 11 -13 13 18 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0017403328406585994 3.6619926981676162e-05 -0.00017198376502559022 0.060202296839905071 -3.7253697715044388e-05 0.085588539402285918 -0.0007835903454634877 -0.00020284412154959963 0.024446022268822257 -4.0338467698627079e-05 -6.9702451297501615e-06 0.01706458112265585 -1.2415435951082887e-05 -0.00012880825576264346 -0.0011396194804077974 -0.0053308735585804552 0.0028950896097126783 0.00022651617354972999 -0.00058417987586949097 0.0015988694845515544 0.0022129704113445768 -0.0034748408094081766 -0.00042143857818548901 -0.00038439472211171556 -5.6531775901280418e-05 -0.00069396388783820933 -7.3214656063080646e-05 -3.4815982084600422e-05 -0.00012077511814257119
leaf_weight=30 12217 1560 23 9525 20 51 29 29 574 475579 120 1523 28 36 24 42 220 453 26 20 28 100 90 31671 269 8532 44044 824
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Tree=7
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Tree=8
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Tree=10
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Tree=11
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Tree=34
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Tree=36
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Tree=37
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Tree=38
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Tree=82
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Tree=84
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Tree=86
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Tree=108
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leaf_weight=568268 20 20 22 24 90 687 33 23 64 1090 98 20 14144 207 30 20 21 1508 2019 20 27 27 378 55 2535 8566 795
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Tree=109
num_cat=0
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leaf_count=568268 20 23 28 25 770 1218 21 1109 124 104 12893 30 27 1609 117 68 23 27 383 22 55 2535 10517 795
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internal_weight=600811 16335 843 823 795 15492 1153 1130 14339 1322 13017 584476 12391 1756 1726 10635 50 572085 432 405 571653 2590 10585 569063
internal_count=600811 16335 843 823 795 15492 1153 1130 14339 1322 13017 584476 12391 1756 1726 10635 50 572085 432 405 571653 2590 10585 569063

Tree=110
num_cat=0
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split_gain=0.259032 4.87391 76.6628 809.138 1.31086 18.2502 23.1039 8.07567 16.7325 1.40939 1.28582 5.69637 0.729428 0.270033 3.4361 1.314 4.18129 0.960317 0.151986 11.2938 2.1901 0.134574 0.107873 0.0658248 0.317617 0.0785322
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leaf_count=567764 21 23 20 22 24 1677 20 203 20 126 1793 143 21110 23 20 355 198 2389 20 20 406 266 174 2017 1833 124
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Tree=111
num_cat=0
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leaf_count=518765 20 23 20 718 62 23 24 21 1109 127 14154 3715 22 21 55920 69 330 23 704 38 34 90 1224 3533 22
internal_value=3.96744e-06 0.00036452 0.00919853 -0.0041899 -0.0581266 0.00177881 -0.000116185 -0.00294769 -0.00170366 0.000111496 0.000152367 -6.10931e-06 -0.000116041 -0.00824469 -0.00010724 -0.000993967 -4.75888e-05 6.48998e-06 0.00114349 -0.000824094 -0.00995187 4.82882e-06 2.51906e-06 0.000336336 0.000203138
internal_weight=600811 16335 843 823 82 741 15492 1153 1130 14339 14281 584476 60099 65 60034 3784 56250 524377 765 742 58 523612 519989 3623 43
internal_count=600811 16335 843 823 82 741 15492 1153 1130 14339 14281 584476 60099 65 60034 3784 56250 524377 765 742 58 523612 519989 3623 43

Column_49=143
Column_9=142
Column_16=142
Column_7=138
Column_15=131
Column_51=131
Column_20=110
Column_5=99
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Column_31=91
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Column_0=56
Column_3=55
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Column_55=48
Column_2=47
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Column_47=44
Column_6=43
Column_13=42
Column_34=41
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Column_1=31
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Column_28=23
Column_27=22
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Column_50=16
Column_48=10
Column_10=5
Column_22=4
Column_52=4
Column_53=1

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

objective=regression metric=rmse num_leaves=31 max_depth=5 learning_rate=0.097 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