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 3594 3606 3571 3597 3595 3597 3583 3571 3606 3620 3591 3592 3559 3597 3609 3584 3600 3609 3601 3593 3613 3569 3588 3604 3611 3612 3617 3585 3616 3598 3596 3587 3588 3598 3631 3603 3585 3587 3597 3607 3579 3618 3596 3611 3612 3585 3591 3617 3601 3588 3606 3604 3583 3581 3578 3581 3593 3559 3579 3588 3608 3593 3596 3597 3613 3610 3616 3622 3605 3599 3601 3590 3606 3610 3620 3608 3585 3619 3617 3594 3583 3586 3582 3590 3620 3600 3591 3480 3491 3575 3594 3606 3607 3588 3634 3633 3635 3650 3611 3603 3604 3620 3623 3615 3618 3589 3610 3620 3628 3625 3616 3613 3648 3634 3640 3635 3625 3623 3639 3623 3621 3583 3597 3626 3489 3621 3610 3628 3626 3638 3599 3612 3596 3615 3160 3603 3593 3129 3472 3585 3622 3630 3477 3468 3604 3368 3598 3632 3478 3581 3241 3497 3270 3601 3620 3606 3612 3591 3492 3637 3603 3593 3620 3507 3586 3604 3595 3607 3597 3588 3599 3587 3251 3459 3578 3601 3599 3584 3639 3603 3616 3632 3602 3605 3594 3594 3589 3602 3615 3634 2957 3041 3612 3068 3613 3601 3606 3591 3609

Tree=0
num_leaves=31
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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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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
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leaf_value=-0.34562707897235068 -0.33453738486503631 -0.34403083922962246 -0.33701984640242511 -0.34065454053282601 -0.35272545987771131 -0.34518752616513437 -0.3330941153754835 -0.3454416223459173 -0.33350076528361755 -0.34442933864767389 -0.32747869662104301 -0.33676022331436345 -0.34164180861920257 -0.337424633252841 -0.37454520943562852 -0.33998176043674122 -0.36343512847345577 -0.33722775344141076 -0.33613760497461254 -0.32807219616419525 -0.36279543516705731 -0.31593589140358203 -0.34299309074388823 -0.32401034974330034 -0.35319374917113955 -0.30640354475252563 -0.35496244004555405 -0.35714599747414899 -0.34497288581756913 -0.34670999633383115
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
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internal_value=-0.34179 -0.341273 -0.342935 -0.345507 -0.350033 -0.34318 -0.364131 -0.367232 -0.337921 -0.336654 -0.335058 -0.338186 -0.339657 -0.336395 -0.372791 -0.337822 -0.352842 -0.335838 -0.348659 -0.360641 -0.361641 -0.326021 -0.374254 -0.352655 -0.336476 -0.332513 -0.350891 -0.355198 -0.341535 -0.340261
internal_weight=142713 139486 102582 67799.6 23022.7 44776.9 3226.83 2687.97 34781.9 36904.3 18072.2 18832.1 16269.2 18512.7 1458.24 18375.1 457.021 16635.4 538.857 1229.73 1172.18 1436.87 1366.93 405.782 133.075 107.577 91.307 330.26 75.5226 57.5526
internal_count=587687 574399 422428 279197 94807 184390 13288 11069 143231 151971 74421 77550 66996 76235 6005 75668 1882 68504 2219 5064 4827 5917 5629 1671 548 443 376 1360 311 237
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=48 28 47 8 8 48 38 1 28 7 7 6 0 17 21 28 17 28 28 28 55 6 8 6 7 7 54 5 51 7
split_gain=4395.49 1602.81 960.376 685.229 747.477 524.526 462.12 379.639 354.929 213.715 257.744 177.487 153.539 136.172 130.97 109.012 95.9248 77.8522 70.1549 69.8602 67.7916 63.6072 55.3051 54.0575 50.5781 37.1518 21.761 20.3814 15.2702 14.0732
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 0.057788373902440078 -0.34191577136516565 1.0000000180025095e-35 -0.0026376470923423763 -0.0094470065087079984 0.061627229675650604 -0.0097913797944784147 6.0537413446581929e-05 -0.0017451324965804813 -0.9409729242324828 3.1571753025054936 -0.27692525088787073 -0.9409729242324828 -0.081908166408538804 -0.16511735320091245 0.0010656728409230711 0.15352448076009753 0.61955183744430553 -0.050118966028094285 6.054261029930786e-05 0.051835363730788238 0.0051615408156067142 0.99899032711982738 -1.8549360036849973 -0.28147326409816736 -0.27966761589050287
left_child=2 6 7 13 5 -5 18 19 17 10 -10 12 -9 21 20 -16 -6 28 27 29 -8 -3 -15 -21 -13 -20 -19 -2 -4 -1
right_child=1 3 8 4 16 -7 14 11 9 -11 -12 24 -14 22 15 -17 -18 26 25 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016385415570581055 0.012523194327083147 -0.0014622638431107465 -2.2324162402193949e-05 -0.0060512946145594992 -0.0093130594177765671 -0.00076042563715153608 0.016752545627852142 -0.01144582328080292 0.00054786254914567726 0.0022805938673438717 -0.012037627560346518 -0.017423236924840536 -0.028283573518616042 0.0050580750000611269 0.038908360957741493 0.015716672471669847 0.003561835560706471 -0.0016732971885790192 0.0063035296930360404 -0.017065188983729419 0.0086326624707867231 -0.019667666648905471 0.0026157489690353045 -0.005519755346289853 -0.0022363391666364351 0.003752620395799067 0.018401085418639905 0.0073787954582517192 0.010945703296494372 -0.0021297425295289311
leaf_weight=26.989251494407654 510.30490104854107 282.14709860086441 95.750077530741692 17453.593428447843 368.947011962533 35593.367077752948 1773.5582136958838 387.47771340608597 1162.4740262329578 902.40250106155872 8127.9649794846773 1547.8573163896799 2676.653494104743 14758.0228446275 260.38088145852089 246.68591457605362 18360.695685535669 2207.3861050605774 6308.635779350996 607.47616374492645 1007.7768108993769 208.64471828937531 9541.1607012301683 434.93704123795033 150.37309888005257 8215.1085571199656 34.274113997817039 8477.6754897981882 462.78422021865845 520.08498802781105
leaf_count=111 2099 1162 394 71924 1518 146632 7294 1596 4784 3714 33507 6387 11065 60723 1070 1014 75561 9088 25957 2506 4145 862 39280 1793 619 33815 141 34880 1904 2142
internal_value=1.61369e-05 0.00175353 -0.0110636 0.000252335 -0.000985296 -0.00250124 0.00716265 -0.0190304 -0.00716892 -0.00933464 -0.0104629 -0.0225613 -0.0261543 0.00383576 0.0159407 0.0276257 0.00330822 0.000714389 0.00593493 -0.00845106 0.0138104 -0.00920172 0.00409909 -0.012248 -0.0160785 0.00486065 -0.00136637 0.00767088 0.00906544 -0.00121632
internal_weight=142712 123367 19344.9 96566.6 71776.6 53047 26800.1 6351.85 12993 10192.8 9290.44 4762.36 3064.13 24790 3288.4 507.067 18729.6 2800.19 23511.7 1589.49 2781.34 490.792 24299.2 1042.41 1698.23 14523.7 2241.66 8987.98 558.534 547.074
internal_count=587687 507936 79751 397662 295635 218556 110274 26219 53532 42005 38291 19667 12661 102027 13523 2084 77079 11527 96751 6552 11439 2024 100003 4299 7006 59772 9229 36979 2298 2253
shrinkage=0.025

Tree=2
num_cat=0
split_feature=48 28 18 8 8 48 28 6 38 6 6 7 17 21 28 28 6 17 28 6 7 7 8 23 26 8 5 12 27 11
split_gain=4185.76 1521.33 963.43 651.058 710.597 499.446 467.145 498.138 437.232 190.71 152.195 148.473 129.49 123.396 121.638 102.324 92.6303 91.229 66.4866 60.9687 53.0357 47.2242 35.3432 32.7873 24.4396 23.5331 19.2874 16.2828 14.3378 10.5404
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 0.061627229675650604 -0.9409729242324828 3.1571753025054936 -0.081908166408538804 -0.27692525088787073 1.0000000180025095e-35 -0.9409729242324828 -0.16511735320091245 0.6756977140903474 -0.095203194767236696 -0.022537890821695324 -0.0041350403334945432 -0.0016591091989539561 0.87006315588951122 0.060729285702109344 -1.8549360036849973 -0.25213894248008722 -0.0034591275034472342 -0.68374860286712635
left_child=2 8 9 12 5 -5 14 16 18 27 23 -9 19 24 28 -15 -8 -6 26 -3 -14 -16 -20 -11 -10 -12 -2 29 -4 -1
right_child=1 3 6 4 17 -7 7 11 13 10 25 -13 20 15 21 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023764574926615281 0.012184915422279329 -0.0019024406793282584 0.011349372466626617 -0.0059062604320461089 -0.0090947184371451533 -0.00074151193816446369 -0.0078092240107567757 -0.0085198164586131261 0.014731651521620729 -0.031016342144307419 -0.019625791263381247 0.0021911644445226771 0.0054313686080065347 0.037706701549062444 0.0028621354816471632 0.015284763885930731 -0.019521006455415848 0.0034707033432649689 0.0063628701535998304 -0.019964455318123738 0.003045547135051591 -0.0044398821381968863 0.0038015626406643988 -0.0076808454216669908 0.0092097776668386196 -0.0011208636304878888 0.0071854644390092638 0.011262183917962836 0.0033412007880757304 -0.011331340100958896
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leaf_count=549 2099 1227 1652 71924 1518 146632 1977 25488 8752 6484 5332 3830 39730 1070 2691 1014 14664 75561 21778 797 60273 14851 37994 160 2687 183 34880 124 880 886
internal_value=1.56199e-05 0.00170915 -0.010809 0.000245987 -0.000960859 -0.00243978 -0.00827005 -0.0110972 0.00697524 -0.0230931 -0.0252495 -0.00711622 0.00373745 0.0155019 -0.0018153 0.0268179 -0.0181262 0.00322371 0.0057808 -0.00898707 0.00399385 -0.00331802 0.00473526 -0.030453 0.0134347 -0.0190084 0.00746954 -0.00637779 0.00856608 -0.00790459
internal_weight=142708 123401 19306.4 96569.8 71764.1 53024.1 15999.5 11126.3 26831.6 3306.87 2929.02 7103.27 24805.7 3296.81 4873.22 509.249 4023.03 18740 23534.8 489.972 24315.7 4257.01 14535.5 1597.29 2787.56 1331.73 8999.34 377.857 616.209 347.758
internal_count=587687 507936 79751 397662 295635 218556 66033 45959 110274 13718 12159 29318 102027 13523 20074 2084 16641 77079 96751 2024 100003 17542 59772 6644 11439 5515 36979 1559 2532 1435

Tree=3
num_cat=0
split_feature=28 18 28 47 17 38 7 8 6 18 6 28 21 28 7 55 1 29 6 8 21 28 23 4 46 29 26 8 26 5
split_gain=2525.42 2013.11 1406.57 809.34 617.455 550.413 434.247 243.831 188.8 181.676 158.119 153.356 102.144 118.02 86.0862 69.8706 66.2059 59.4173 57.5283 54.8522 32.4874 23.2198 21.1367 19.8513 16.5489 15.5382 14.8306 14.0481 12.1482 11.0938
threshold=-0.014725709334015845 -0.020662431605160233 0.021683344617486004 -0.5827713906764983 -0.9409729242324828 1.0000000180025095e-35 0.00065479933982715021 -0.0079659163020551187 0.64674586057662975 -0.021240289323031899 0.81589552760124218 -0.16511735320091245 3.1571753025054936 -0.23239897191524503 -0.0007832700794097035 0.15352448076009753 -0.0026376470923423763 -0.26274630427360529 6.0516111261677004e-05 0.04795315861701966 -0.20624444633722303 -0.91767302155494679 0.0028270264156162743 -0.020877178758382794 -0.027065264992415902 -0.24111911654472348 0.87006315588951122 0.014057711232453586 -1.7478882670402525 -1.2952079176902769
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internal_value=1.51185e-05 -0.00196698 -0.00136471 -0.00355096 0.00256991 0.00559549 -0.00720819 -0.00144557 -0.014978 -0.0218065 0.00317237 0.00458749 0.0147203 0.024601 0.00354412 0.0129837 -0.015686 -0.0190961 -0.0277864 0.00239899 -0.00777173 0.0355117 -0.0234576 0.00731497 0.00797328 0.00668068 0.0157379 0.0124453 0.00547278 0.0094139
internal_weight=142701 105299 102197 65694.2 36502.8 37401.4 24001.6 41692.7 1211.65 3102.41 35291.1 33680.7 3720.64 556.16 24361.5 3164.48 1533.19 1071.5 1569.22 15285.7 461.69 293.089 863.252 9319.24 1122.47 7156.54 2042.01 263.07 9075.81 2162.7
internal_count=587687 434039 421117 270874 150243 153648 99126 171748 5005 12922 145238 138414 15234 2269 100167 12965 6363 4453 6559 62885 1910 1192 3601 38247 4602 29375 8363 1077 37282 8872

Tree=4
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Tree=44
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Tree=89
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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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internal_value=-9.04199e-05 -0.00257974 -0.00444713 -1.48787e-05 -0.000314931 -0.00141923 -0.00043203 -0.00268827 0.000196355 0.00427819 0.000401814 -0.00705402 -0.0084857 0.000123384 -0.000331311 -0.00291236 0.0002405 0.000218551 -0.00112204 0.00771183 -0.00756572 0.0076854 0.00192769 0.0020154 -0.000754078 -0.000379336 -0.0118245 -0.00202271 0.00144352 0.00254995
internal_weight=144085 4243.63 2318.25 139841 81299.1 25728.8 14471.3 11257.5 55570.3 975.991 58541.9 1299.47 1058.84 54594.3 1925.37 784.504 52944.6 52789 1018.79 94.2613 276.519 155.627 5597.26 5561.78 240.625 507.985 35.472 924.525 1140.87 875.764
internal_count=600957 21206 13151 579751 339420 113669 62649 51020 225751 4062 240331 8313 6989 221689 8055 3363 217696 217028 4838 400 1209 668 22635 22491 1324 2154 144 4438 4692 3606

end of trees

feature_importances:
Column_7=540
Column_28=457
Column_6=440
Column_8=322
Column_9=293
Column_17=281
Column_48=245
Column_23=240
Column_21=192
Column_1=180
Column_0=176
Column_16=173
Column_34=148
Column_55=134
Column_33=133
Column_12=117
Column_13=110
Column_24=101
Column_25=97
Column_14=96
Column_18=96
Column_5=90
Column_26=82
Column_46=81
Column_47=81
Column_11=77
Column_45=76
Column_35=68
Column_29=63
Column_51=62
Column_50=61
Column_20=59
Column_31=59
Column_3=51
Column_4=51
Column_19=51
Column_49=48
Column_22=44
Column_44=44
Column_2=42
Column_27=40
Column_38=40
Column_53=31
Column_15=29
Column_37=27
Column_52=10
Column_32=7
Column_43=5
Column_10=2
Column_54=2

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: 0.025]
[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=0.025 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=2500 2521 2608 2650 2536 2410 2612 2337 2613 2878 2431 2420 2360 2330 2426 2529 2644 2621 2611 2520 2727 2644 2628 2625 2628 2818 2720 2617 2333 2618 2990 2571 2551 2448 2447 2420 2640 2450 2541 2828 2636 2915 2861 2869 2868 2856 2947 2790 2802 2798 2974 3055 2398 2880 2894 2890 2878 2975 3075 2972 2975 2793 2865 2947 2952 2863 3065 3048 2425 2428 2982 2969 3053 2253 2316 2526 2708 2338 2718 2979 2595 2780 2690 2498

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=0.00053917898996830868 0.00010826958265479228 9.8975586890180111e-05 0.018042695658716797 0.0043335597188771486 0.017331512568572568 9.8475224157999205e-05 0.00033173310293100841 0.00010264522593474652 0.00010027298996113678 0.0050777476161511653 0.0001088716386958843 0.0002481489822232215 0.0012339529424837939 0.00016597951150333818 -0.0011999686040119974 -0.00045244177254883902 8.1016892249579395e-05 8.8635687572671739e-05 -0.0004269213930828862 0.00021934989605790092 -0.00042483609481131873 9.2240250440604721e-05 5.4727570317608508e-05 9.0408359614420049e-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=0.000101536 0.00027722 0.00363153 0.000100868 0.000153048 0.000733847 0.000116164 0.000359352 9.98217e-05 0.000131697 0.000471784 0.000116213 0.000627327 0.000101871 -0.000289337 9.85276e-05 8.02848e-05 0.000115381 8.09885e-05 0.000116615 -3.83245e-05 9.43631e-05 0.000104768 9.95723e-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 0 55 34 24 33 47 0 0 55 49 21 27 26 0 21 31 25 29 45 14 27 3
split_gain=0.104945 1.82935 7.85857 0.0486008 0.374867 11.3227 0.124572 2.53718 0.0360103 0.311919 4.17724 0.0236926 0.0284181 0.0166164 0.0435145 0.0159879 0.0166473 0.0107911 0.0081658 0.00801146 0.00552998 0.00514222 0.00423396 0.003076
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 -0.034956371411681168 -0.037053914740681641 -1.3123381733894346 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.70929089188575756 0.02376531902700663 5.3197524547576913 -1.2844281196594236 -0.3590626567602157 2.2350320816040044 0.050698401406407363 0.35130810737609869 0.089672453701496138 0.16409748047590259
left_child=1 2 18 8 6 -6 23 -8 9 20 -11 12 -3 17 -15 21 -17 -13 -1 -20 -2 -10 -7 -5
right_child=3 11 -4 4 5 22 7 -9 15 10 -12 13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00042524732509098778 5.1106721095560852e-06 0.00010972731040390884 0.017491176227340473 -7.5996774167990702e-06 0.016797772012292767 -8.4311926839606714e-06 0.0074491101081245389 -1.3767691443200819e-06 -2.9831397772016676e-06 0.0048503518320406639 5.6976785017250817e-06 0.00014149308331708646 0.0012739742234407459 6.1377848459929029e-05 -0.0012704215710982682 -2.0405638399087387e-05 -0.00021906702411565095 -1.4032374310712709e-05 0.00016085858301737282 -0.00041722620801245343 -4.7092791994029342e-05 -1.9326742573930379e-05 -0.00032809056876296247 -0.00029704040340299757
leaf_weight=22 19392 38 20 10167 26 634 30 598 509366 120 1523 335 20 46 23 29608 266 1663 29 31 1357 12323 27 23
leaf_count=22 19392 38 20 10167 26 634 30 598 509366 120 1523 335 20 46 23 29608 266 1663 29 31 1357 12323 27 23
internal_value=-1.45465e-06 0.000169837 0.00344029 -2.10621e-06 4.87693e-05 0.000615048 1.28076e-05 0.000354538 -3.12602e-06 2.79529e-05 0.000359537 1.28551e-05 0.000511192 -1.12819e-06 -0.000382555 -4.38774e-06 -2.21745e-05 1.20442e-05 1.32479e-05 -0.000137819 1.69653e-06 -3.3692e-06 -2.14884e-05 -8.25298e-06
internal_weight=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 2125 58 2067 69 551563 29874 1998 82 60 20749 521689 661 10190
internal_count=587687 2227 102 585460 11505 687 10818 628 573955 22392 1643 2125 58 2067 69 551563 29874 1998 82 60 20749 521689 661 10190

Tree=2
num_cat=0
split_feature=45 17 33 23 49 2 45 47 23 31 23 26 49 21 6 27 26 13 31 21 27 51 23 4 45
split_gain=0.0997633 1.73903 7.79384 0.0403273 0.209712 8.10274 20.4642 0.0622352 0.972469 0.0323957 2.85921 13.1571 0.0225227 0.027015 0.0176474 0.015796 0.041366 0.0136196 0.0102583 0.00978059 0.0086877 0.0082977 0.00772254 0.0072378 0.00411787
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 0.018759440630674366 -1.256108224391937 -0.032262491062283509 2.102653026580811 -0.0097320508211851103 -0.70996257662773121 -1.6757296919822691 0.29690591990947729 6.0551392380148179e-05 0.16744337230920794 0.70929089188575756 0.25719563663005834 -1.2844281196594236 1.6111459732055666 -0.17727538943290708 2.5643361806869511 0.072871152311563506 -0.17835853993892667 0.064614940434694304
left_child=1 2 -1 4 5 24 -7 8 -6 17 11 -11 13 -3 23 18 -17 20 -14 -19 -5 -9 -12 -4 -2
right_child=3 12 14 9 7 6 -8 21 -10 10 22 -13 15 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.01692642792712875 1.5898801769871855e-05 0.0001069841301757965 -0.00033442257408751176 0.00015028168317478358 -8.2537066741098006e-06 0.030003966281738032 -9.5320464254200488e-05 -8.6168197778480646e-08 0.0029182196843246283 0.022389862046038617 -9.5220298475263124e-06 -5.0199796177356586e-05 0.00013795576256964511 0.0012421248586178991 -0.00078815920112122382 5.9843401733973144e-05 -0.0012386610367051934 -1.4930871865169641e-05 -1.3681566154754224e-05 -7.6655805300873691e-05 -3.069045865784585e-06 -7.8815047028087503e-05 -0.00017158908189634936 0.0002480477640074241 -0.0001354777537756999
leaf_weight=21 2331 38 20 231 1072 20 48 23203 76 20 6628 89 335 20 21 46 23 44826 1663 1664 504077 868 189 40 118
leaf_count=21 2331 38 20 231 1072 20 48 23203 76 20 6628 89 335 20 21 46 23 44826 1663 1664 504077 868 189 40 118
internal_value=-1.41828e-06 0.000165591 0.00335429 -2.05356e-06 2.73689e-05 0.000244965 0.00875741 5.65153e-06 0.000185485 -3.51676e-06 5.02147e-05 0.00406724 1.25338e-05 0.000498412 -0.000164418 -1.09999e-06 -0.000372991 -4.1924e-06 1.17431e-05 -1.71402e-05 -2.9988e-06 -2.92513e-06 -1.40153e-05 5.3891e-05 8.60504e-06
internal_weight=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 2125 58 81 2067 69 550798 1998 46490 504308 24071 6817 60 2449
internal_count=587687 2227 102 585460 27736 2517 68 25219 1148 557724 6926 109 2125 58 81 2067 69 550798 1998 46490 504308 24071 6817 60 2449

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 35 46 17 13 13 21 4 46 23 4 33 0 6 18 46 29 9
split_gain=0.0457924 0.310368 13.6394 0.113792 2.27048 0.037705 0.226773 3.38341 25.0799 0.213833 4.18782 0.019724 0.0144461 0.0212522 0.0146601 0.00964066 0.00812982 0.00754062 0.00577914 0.00368101 0.00757443 0.00282008 0.00212805 0.000990953 0.000665635
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 0.25719563663005834 1.6111459732055666 0.22128950804471972 0.075994964689016356 0.16060598939657214 -0.25643424689769739 6.7063963413238534 0.02376531902700663 0.16586808115243915 0.15410324186086657 -0.16873382776975629 1.167691767215729 -0.21237401664257047
left_child=5 2 15 17 -5 6 9 23 -9 18 -11 -6 19 16 -15 24 -14 -3 -1 21 -21 -7 -19 -8 -2
right_child=1 3 -4 4 11 12 7 8 -10 10 -12 -13 13 14 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26
leaf_value=6.3471392182869525e-07 -9.2016288173935203e-05 -0.00045211382701116536 0.019496420365644359 0.0068253217957732204 0.0002450295223688389 -2.7633597891936218e-06 -2.7237725561108673e-06 0.029954640835176179 -1.4697045253674299e-05 0.0076536645697257329 -1.5511795302078718e-05 -5.9920108666510647e-05 -1.6110894896046585e-05 -7.4056446258027531e-05 -0.00028185686417527906 -0.00050749584869173804 4.4845573161279738e-05 0.00013093217803811165 -9.8021874056914332e-05 -0.00047498868716502332 -2.0467324023753625e-05 -0.00010401131820044168 -9.3964192216685687e-06 -0.00015247522593913996 -1.0599079583208636e-05
leaf_weight=47863 69 24 23 32 177 469891 2024 20 137 47 837 528 45349 1403 250 26 1410 68 374 23 6206 172 10012 28 694
leaf_count=47863 69 24 23 32 177 469891 2024 20 137 47 837 528 45349 1403 250 26 1410 68 374 23 6206 172 10012 28 694
internal_value=-1.38282e-06 4.76818e-05 0.000519111 1.23714e-05 0.00031227 -2.37539e-06 1.80743e-05 0.000265866 0.00380305 6.93101e-06 0.000392239 1.66417e-05 -4.37591e-06 -1.73871e-05 -0.000105484 -3.40935e-05 -1.42728e-05 -9.50359e-06 -1.30209e-07 -3.05341e-06 -2.21456e-05 -2.80041e-06 -8.44976e-06 -4.76716e-06 -1.79618e-05
internal_weight=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 524704 48412 1653 789 46759 10104 48237 476292 6229 470063 10080 2052 763
internal_count=587687 11653 812 10841 737 576034 51330 2209 157 49121 884 705 524704 48412 1653 789 46759 10104 48237 476292 6229 470063 10080 2052 763

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 47 0 0 55 27 26 31 33 0 21 33 55 55 45 1 27 46
split_gain=0.093626 0.634061 9.83017 0.0437475 0.354318 10.7147 0.113576 2.30223 0.0324979 0.293619 3.95253 0.0268191 0.0450969 0.0151891 0.017121 0.0142512 0.0151953 0.00950819 0.00816032 0.0057988 0.00510987 0.00451638 0.00392592 0.00321975
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 0.025386652909219268 5.3197524547576913 5.0220639705657968 1.4406796693801882 -0.56434854865074147 0.050698401406407363 0.012086161877959968 0.089672453701496138 0.075994964689016356
left_child=1 11 -3 8 6 -6 23 -8 9 20 -11 13 -13 14 -1 21 -17 19 -15 -4 -2 -10 -7 -5
right_child=3 2 17 4 5 22 7 -9 15 10 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=9.6024103103238242e-05 4.400482821996347e-06 0.018161967233459111 0.00021342561916976849 -6.8507130957960662e-06 0.016339064525583615 -9.7927826799080066e-06 0.0070957451930735264 -1.3930716379924515e-06 -2.5555077371342314e-06 0.0047166632023193725 4.1123032227339418e-06 3.5440139893310246e-05 -0.0013390402370132507 -4.5528746005927878e-05 0.00064240936867796211 -1.9810645802068128e-05 -0.00021110945597003507 0.00046579491561910149 0.00012534366362229376 -8.0233201416945692e-05 -4.5780867091684348e-05 -1.1480055360823883e-05 -0.00031760442717414765 -0.00011182790406076527
leaf_weight=285 19392 20 53 10004 26 634 30 598 485687 120 1523 37 25 1334 41 27384 262 28 201 203 1357 38230 27 186
leaf_count=285 19392 20 53 10004 26 634 30 598 485687 120 1523 37 25 1334 41 27384 262 28 201 203 1357 38230 27 186
internal_value=-1.34825e-06 0.000160443 0.0012214 -1.96368e-06 4.63048e-05 0.000596844 1.13426e-05 0.000337642 -2.93123e-06 2.65931e-05 0.000348303 -7.28047e-06 -0.000518786 9.76055e-06 0.000164741 -4.12984e-06 -2.16236e-05 2.84031e-05 -2.31539e-05 -1.94366e-05 1.11859e-06 -3.20673e-06 -2.2366e-05 -8.76688e-06
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internal_count=587687 2227 304 585460 11505 687 10818 628 573955 22392 1643 1923 62 1861 326 551563 27646 284 1535 256 20749 523917 661 10190

Tree=5
num_leaves=24
num_cat=0
split_feature=15 51 33 49 8 55 34 34 33 47 24 19 49 29 46 49 16 33 49 4 27 31 12
split_gain=0.13871 23.5533 42.771 2.58489 7.82062 0.0538667 0.436337 11.1655 0.187042 2.95775 0.0524638 0.0336453 4.38878 14.4292 0.0259584 0.242967 0.0164654 0.0159503 0.0162248 0.00654277 0.00547382 0.00429144 0.00356575
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 0.045251322910189636 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 -1.256108224391937 -0.88231047987937916 0.089487399905920043 0.82905498147010814 1.3162586092948916 -0.046981150284409516 -1.3179033398628233 0.37658986449241644 1.8969854712486269 1.6639831662178042 -0.14124661684036252 0.027098028920590881 0.32970149815082556 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 8 -8 22 -10 -9 14 16 -14 15 -1 -13 19 -19 -5 -16 -6 -7
right_child=1 3 -4 17 21 6 7 10 9 -11 -12 12 13 -15 20 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00026478931658612518 -2.3846263177852559e-05 0.018025283699498688 0.045573827954107173 0.00033936964511777854 -0.00024731547604300001 -4.858275652071132e-06 0.016418344627534141 -0.0012866540989350706 0.0092441511780792934 7.8316053020802159e-05 -1.161767240597667e-05 -1.094758085435156e-06 0.024268609084465428 2.9084088390984529e-05 -2.8804706345048136e-06 -1.6513238191194701e-06 -0.00012031009448592672 -6.5253242710504466e-05 -0.0003016602960644261 -1.3217894936358505e-05 -1.5715454381284928e-05 0.00018416173604418875 -0.00018022210291036736
leaf_weight=2347 36 20 20 33 34 9957 27 21 23 508 510 6555 20 66 509361 24146 814 1058 219 10176 21650 25 73
leaf_count=2347 36 20 20 33 34 9957 27 21 23 508 510 6555 20 66 509361 24146 814 1058 219 10176 21650 25 73
internal_value=1.30418e-06 8.6818e-05 0.016261 8.49921e-06 0.0045152 -4.20859e-07 5.40715e-05 0.000735395 1.80731e-05 0.00047533 -6.20428e-05 -1.49333e-06 5.12653e-05 0.00566618 -2.19882e-06 2.19525e-05 -1.42636e-05 -2.24976e-05 -0.000105796 -1.20782e-05 -3.40377e-06 -6.44861e-05 -6.1346e-06
internal_weight=587699 11621 56 11565 79 576078 11119 558 10561 531 531 564959 7455 86 557504 26493 7369 11486 1277 10209 531011 59 10030
internal_count=587699 11621 56 11565 79 576078 11119 558 10561 531 531 564959 7455 86 557504 26493 7369 11486 1277 10209 531011 59 10030

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 23 49 2 47 31 23 2 49 25 0 0 13 31 33 18 26 0
split_gain=0.17202 1.29552 10.2196 0.584328 9.43811 0.0801381 2.90435 62.586 0.0402374 0.200394 9.29837 0.0661656 0.0366203 2.74252 0.0283815 0.0153869 0.0153496 0.0125627 0.012526 0.0102643 0.00549522 0.00497029 0.0040247 0.00387836 0.00128724
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 0.16301129013299945 -0.72152602672576893 1.4929645061492922 0.022381779737770561 0.02730059809982777 1.5329554677009585 1.6359626650810244 0.85602346062660228 0.050692444667220123 0.69383576512336742 -0.04878577217459678
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right_child=5 3 19 14 18 6 7 20 12 11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.015087389767627713 2.0806959522028212e-06 0.017719194817309474 0.00010119304729863345 0.00013838315516114956 -5.9462947003174291e-05 -0.00015038612861341489 0.045265140115334362 6.7437229464513935e-06 -2.777423371812906e-06 0.00020028680952453284 0.010134849088506107 -3.143875681113667e-06 0.0040066537085048518 -1.0120488823053317e-05 -0.00024412107716092246 8.3083525856454571e-07 -0.00099704227759502841 -1.9188103869078581e-05 -0.00059623528154442024 0.00050816094471883844 -0.00023538370155291966 -0.00015726717661020283 -0.00023543588678972142 -2.201519636976868e-05 -6.52332870197872e-06
leaf_weight=32 2348 20 152 559 220 39 20 335 505791 1048 58 21487 108 6507 110 5601 20 30938 31 31 71 67 95 121 11890
leaf_count=32 2348 20 152 559 220 39 20 335 505791 1048 58 21487 108 6507 110 5601 20 30938 31 31 71 67 95 121 11890
internal_value=1.27157e-06 0.000125885 0.00178508 5.45701e-05 0.00119121 -1.96479e-07 6.22379e-05 0.0020912 -1.57758e-06 2.94717e-05 0.000246345 6.31676e-06 -3.00284e-06 5.54595e-05 5.59865e-06 1.33133e-05 -0.000359955 -3.72336e-06 -0.000125758 8.23897e-05 -3.55988e-05 2.21207e-05 -8.93023e-06 -0.000115881 -6.99367e-06
internal_weight=587699 6843 282 6561 271 580856 12571 426 568285 24941 2406 22535 543344 6615 6290 6160 130 536729 251 250 406 219 12145 216 11929
internal_count=587699 6843 282 6561 271 580856 12571 426 568285 24941 2406 22535 543344 6615 6290 6160 130 536729 251 250 406 219 12145 216 11929

Tree=7
num_leaves=23
num_cat=0
split_feature=15 51 55 5 33 55 34 24 33 47 19 18 26 23 23 21 16 52 33 34 23 18
split_gain=0.128016 22.3376 43.2084 3.56594 6.66022 0.0502689 0.413811 11.0656 0.177276 2.80961 0.0296739 1.43819 16.2085 0.0319154 0.325817 0.0179564 0.01549 0.00948467 0.00739183 0.00593422 0.00589879 0.00162227
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.036712478846311576 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -1.256108224391937 0.089487399905920043 0.0094458493404090422 -1.3959496617317197 -0.034202711656689637 -0.036138864234089844 1.6111459732055666 0.37658986449241644 0.92578667402267467 4.1410574913024911 1.4774639606475832 0.022634485736489299 0.22155543416738513
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=5 2 -2 4 -3 10 8 -8 21 -10 13 12 -12 14 -1 18 -13 -17 -5 -9 -15 -7
right_child=1 3 -4 15 -6 6 7 19 9 -11 11 16 -14 20 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=6.0211368743333286e-07 0.04529694511486014 0.017867583804140851 -0.00053328314450990573 -9.4848172808427328e-06 -0.00012576525244614663 -5.8227771687136233e-06 0.017322102809945741 -0.00041480282670818274 0.009008738947728568 7.5381801127963354e-05 1.0063958139388119e-06 -3.9586971711765233e-06 0.022932958680437533 -2.6951987175651175e-06 0.00038423527751680725 6.9052087563895549e-05 -0.00011926412102981036 -0.000140134432153937 -0.00015252088457986469 -1.2547705240399855e-05 -1.4908316341126849e-05 -0.0001813969476863735
leaf_weight=19050 20 20 36 10048 36 9997 24 24 23 508 233 6379 21 510989 1492 155 822 1075 231 510 25973 33
leaf_count=19050 20 20 36 10048 36 9997 24 24 23 508 233 6379 21 510989 1492 155 822 1075 231 510 25973 33
internal_value=1.23978e-06 8.33911e-05 0.0158347 7.12036e-06 0.00630043 -4.17422e-07 5.22236e-05 0.000715727 1.71668e-05 0.000462326 -1.45345e-06 4.80938e-05 0.00189696 -2.11601e-06 2.8466e-05 -2.35014e-05 -1.71209e-05 -0.000113774 -1.26993e-05 -3.06266e-05 -3.28595e-06 -6.40044e-06
internal_weight=587699 11621 56 11565 56 576078 11119 558 10561 531 564959 7455 254 557504 20542 11509 7201 1230 10279 534 536962 10030
internal_count=587699 11621 56 11565 56 576078 11119 558 10561 531 564959 7455 254 557504 20542 11509 7201 1230 10279 534 536962 10030

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 34 0 23 55 2 21 25 0 0 0 27 9 45 49 23 27
split_gain=0.162305 1.22264 12.9612 0.55448 8.58542 0.115318 2.15525 63.5525 0.304492 2.40221 0.0287549 0.335085 5.81487 0.0267752 0.0199179 0.0145978 0.0145171 0.0144011 0.0137099 0.0122455 0.00946953 0.00824256 0.0143279 0.00961789 0.00510774
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 1.468370318412781 -0.034956371411681168 -0.036138864234089844 -1.3123381733894346 0.16301129013299945 4.1274077892303476 1.4929645061492922 0.10345410183072092 0.038437766954302795 0.02730059809982777 0.011606413871049883 0.0027698653284460311 0.16386169940233233 0.59050405025482189 0.021093864925205711 0.06378022208809854
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leaf_weight=26 16041 219 31 5774 21 2056 20 420 17804 116 512812 85 1351 110 386 20 946 85 31 32 193 1398 185 27110 427
leaf_count=26 16041 219 31 5774 21 2056 20 420 17804 116 512812 85 1351 110 386 20 946 85 31 32 193 1398 185 27110 427
internal_value=1.20879e-06 0.000122252 0.00173411 5.29721e-05 0.0011602 -2.17204e-07 5.66729e-05 0.00163875 1.69735e-05 0.000297192 -2.39829e-06 2.87732e-05 0.00039503 5.26784e-06 1.2761e-05 -0.000349791 -1.5487e-05 -9.22457e-05 -0.000129457 2.60403e-05 -3.93119e-05 -3.42893e-06 5.35343e-05 -3.59594e-06 -3.16422e-06
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 2172 559409 17904 1436 6290 6160 130 18750 505 250 256 224 541505 1583 539922 16468
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 2172 559409 17904 1436 6290 6160 130 18750 505 250 256 224 541505 1583 539922 16468

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 24 55 34 34 33 0 55 5 33 17 55 25 51 6 27 0 29 1 1 17 46 51
split_gain=0.154291 0.570564 16.6835 39.4722 0.101682 13.8626 51.5648 0.0420282 0.474743 11.0266 0.109154 0.0265263 0.27336 0.0194927 0.0491307 0.0183094 0.0227217 0.0154123 0.0153508 0.0261604 0.0146097 0.00999071 0.00899523 0.0084995 0.00496437 0.00298879 0.00235732 0.000677291
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leaf_count=757 1596 20 73 20 20 32 49 9804 26 435 494 511603 18345 3596 29 1185 20 95 192 622 122 29566 62 25 40 25 8822 24
internal_value=1.17857e-06 0.000119195 0.000556577 0.012938 -2.11774e-07 8.3227e-05 0.00968523 -1.52303e-06 4.74211e-05 0.000832312 1.22846e-05 -2.4615e-06 2.58555e-05 4.99764e-08 0.000103268 -1.8276e-05 -0.000357205 0.000567027 -2.1897e-05 -0.000119995 5.8406e-06 -3.50493e-06 3.30533e-05 1.55399e-07 -1.71762e-05 -4.98293e-05 -1.60538e-05 -5.8586e-05
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internal_count=587699 6843 1465 65 580856 8987 93 571869 10759 461 10298 561110 19941 5378 943 1400 93 124 4435 814 1307 541169 819 3621 8894 45 8862 73

Tree=10
num_cat=0
split_feature=15 51 25 16 9 23 55 55 26 55 47 45 18 33 22 45 27 4 19 18 16 2 13
split_gain=0.122514 23.4577 40.4593 1.27808 8.70176 0.0350162 0.199558 5.60957 22.6061 0.123714 2.36576 0.0187664 0.0185467 0.0168758 0.019326 0.00935538 0.0228929 0.0101942 0.159859 0.00989331 0.00813864 0.00717708 0.00650043
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internal_value=-6.24131e-07 7.98626e-05 0.0169975 5.07063e-06 0.00235385 -2.24241e-06 2.53504e-05 0.000260801 0.00613087 6.00256e-06 0.000355083 -2.75238e-06 -2.64835e-05 -2.44102e-05 -0.000160157 -3.6187e-06 -0.000121564 -3.52839e-06 4.30188e-05 -6.50504e-05 -0.000132936 -1.75903e-05 -3.77795e-06
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internal_count=587878 11587 51 11536 143 576291 27379 2079 97 25300 619 24681 1982 11393 545 548912 420 548492 2925 384 123 10848 545567

Tree=11
num_cat=0
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Tree=75
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Tree=78
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Column_49=139
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[objective: regression]
[metric: rmse]
[data: ]
[valid: ]
[seed: 42]

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