tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=13
objective=cross_entropy
feature_names=adm_past_year agegroup_rm an110mdc_ra count_proc drg11_type_m flag_emergency indstat_flag pat_remoteness cc_acute_myocardial_function cc_chronic_heart_failure cc_congestive_heart_failure cc_diabetes_complications cc_ischaemic_heart_disease cc_renal_disease
feature_infos=[0:292] -1:7:6:3:5:2:4:8:0:1:9 -1:6:5:8:14:1:4:11:3:21:9:23:2:13:10:7:18:19:12:20:16:22:15:0:24 [0:50] -1:1:0 -1:1:0 -1:0:1 -1:0:1:2:3 -1:0:1 -1:0 -1:0:1 -1:0:1 -1:0:1 -1:0:1
tree_sizes=4161 4230 4245 4195 4237 4266 4287 4245 4259 4247 4176 4275 4231 4233 4212 4183 4190 4193 4170 4207 4260 4211 4231 4238 4225 4287 4235 4271 4269 4110 4151 4158 4236 4130 4214 4171 4235 4209 4182 4107 4226 4177 4203 4125 4194 4152 4233 4199 3939 4176 4201 4200 3861 4217 3869 3949 3874 4020 4251 4001 4265 4257 4123 4116 4229 4125 4246 4039 4318 4135 4283 4241 4239 3974 4117 4092 4004 3674 3817 4079 4241 4138 3238 4263 3192 4321 2973 3352 4222 4205 2830 4026 3943 2869 4229 4093 3060 4186 2803 3084 4144 2757 4137 4127 2891 2804 4051 3991 4075 4028 4107 4036 3958 3923 4075 4013 4025 4191 4161 3778 4041 3426 4138 3940 4094 4240 4184 4270 4058 4229 4010 3959 3975 4106 4183 4077 4195 4002 3952 4101 4213 4177 4193 4328 4141 4106 4103 3955 3986 4343 4289 4178 4173 3987 4204 4074 3939 3915 4093 4046 4161 4325 4240 3691 4130 4165 4206 4108 4223 4289 2675 4254 4200 4144 4051 4194 4119 4173 4121 4077 4179 4202 4116 4193 4111 4076 4038 4294 4229 4158 3955 4236 4190 4127

Tree=0
num_leaves=40
num_cat=26
split_feature=10 2 2 8 4 0 1 0 5 1 0 13 5 13 5 2 1 5 5 0 2 12 0 1 3 5 0 2 5 1 0 11 3 0 0 5 3 1 0
split_gain=120186 36284.2 30446.6 13960 6835.8 5086.85 3527.62 3078.42 1631.72 1343.55 1284.51 929.211 694.776 671.455 644.3 642.56 564.886 470.661 456.617 395.747 372.997 332.227 318.617 222.149 204.496 176.327 160.988 156.036 125.33 124.9 123.495 101.532 86.5233 84.1007 60.7342 55.9078 54.9626 53.3986 46.4999
threshold=0 1 2 3 4 1.5000000000000002 5 1.5000000000000002 6 7 2.5000000000000004 8 9 10 11 12 13 14 15 1.0000000180025095e-35 16 17 1.5000000000000002 18 8.5000000000000018 19 1.5000000000000002 20 21 22 1.5000000000000002 23 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 24 9.5000000000000018 25 1.0000000180025095e-35
decision_type=1 9 9 1 1 2 1 2 1 1 2 1 1 1 1 9 1 1 1 2 9 1 2 1 2 1 2 9 1 1 2 1 2 2 2 1 2 1 2
left_child=1 3 7 5 17 9 11 18 16 14 20 15 24 21 19 26 -7 -5 -2 -1 28 23 29 27 -9 -24 37 -8 -4 -17 -13 -15 -11 -23 -18 -34 -12 -3 -16
right_child=2 6 10 4 -6 8 13 12 -10 32 36 30 -14 31 38 22 34 -19 -20 -21 -22 33 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 35 -35 -36 -37 -38 -39 -40
leaf_value=-5.3550833771865873 -4.4010359673938719 -5.453211811720247 -5.0558531500713348 -4.1158463002732342 -5.093463968973591 -5.4166231648599981 -5.5252577617355305 -3.5722366984821416 -5.3590230185862371 -5.530405162609795 -4.8392182625059448 -5.446703314526915 -5.004243606099589 -5.5195089608892705 -5.4884884177076945 -5.5310518205353505 -5.1120902092109617 -5.4231651079959029 -5.245618072289024 -5.226136836640471 -5.3338881078858495 -5.5187476475991861 -5.4781081373238578 -5.6018522260649943 -5.4316178322755047 -5.5378803161559444 -5.3945612095947508 -5.5834295880594809 -5.4146824935642979 -5.5667263853809148 -5.3469344626119177 -5.4294077268640262 -5.4126586548570099 -5.4000146580845207 -4.8755594079503615 -5.5106298207970337 -5.4964473251101769 -5.5085835365175857 -5.4203348851777795
leaf_weight=1037.4393792683259 307.25788333220407 295.02079028170556 298.06091158650815 122.56446607876569 237.82296424731612 71.100131417624652 562.45872930856422 217.11062586167827 241.96785111911595 508.74454360222444 242.13719474617392 351.63397760363296 30.364925127942115 219.33225296903402 263.36965998634696 1892.3424565326422 338.67112615145743 7.3019359190948299 29.727870530914515 406.48518480593339 227.06964392913505 301.02039306890219 1142.5574197690003 17164.500694968738 3.3707445766776791 821.33271919563413 319.91833545034751 6902.1277115843259 30.239933403208852 2441.1004800139926 253.99124864023179 226.90030030207708 96.921002552844584 42.468962471466511 228.83968803100288 92.030197323765606 3.0360893136821678 341.83623918099329 173.35142623167485
leaf_count=257302 76205 73170 73924 30398 58984 17634 139499 53847 60012 126177 60054 87211 7531 54398 65320 469332 83996 1811 7373 100815 56317 74658 283373 4257078 836 203704 79345 1711841 7500 605433 62994 56275 24038 10533 56756 22825 753 84781 42994
internal_value=-5.50538 -5.53989 -4.60196 -5.24986 -4.68569 -5.31572 -5.5735 -4.07255 -5.11158 -5.38929 -5.05148 -5.51481 -3.68583 -5.5916 -5.34634 -5.52494 -5.02905 -4.15825 -4.4474 -5.31363 -5.16485 -5.59381 -5.53659 -5.59517 -3.58723 -5.50337 -5.45017 -5.57922 -5.08932 -5.5517 -5.39889 -5.47242 -5.50857 -5.49759 -4.99787 -5.45593 -4.84441 -5.48146 -5.45707
internal_weight=0 37105.2 1388.38 3826.61 367.689 3458.92 33278.5 587.832 880.579 2578.34 800.544 7859.73 250.846 25418.8 1880.65 7254.11 638.611 129.866 336.986 1443.92 555.37 24972.6 6297.33 24629.1 220.481 1963.89 956.775 7464.59 328.301 4333.44 605.625 446.233 697.696 343.489 567.511 188.951 245.173 636.857 436.721
internal_count=9547027 9202687 344340 949062 91193 857869 8253625 145792 218398 639471 198548 1949343 62214 6304282 466431 1799138 158386 32209 83578 358117 137741 6193609 1561842 6108418 54683 487077 237296 1851340 81424 1074765 150205 110673 173040 85191 140752 46863 60807 157951 108314
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=1 32 32 1 2 896 2 992 1 2 1 2 16843792 14 2 2 3672 1 96 2 16793616 2 768 1 2 768
is_linear=0
shrinkage=1


Tree=1
num_leaves=40
num_cat=27
split_feature=2 10 1 1 0 8 10 13 11 0 0 2 10 5 8 0 0 0 12 5 0 5 1 1 2 1 0 4 0 0 13 5 1 2 2 5 0 3 5
split_gain=42225.2 13413.7 3390.33 2158.93 1257.1 1053.44 1180.74 709.596 647.582 581.752 535.997 525.254 490.761 388.718 372.987 312.162 288.102 279.681 266.878 211.381 204.374 199.16 170.46 153.278 119.651 116.738 114.754 87.4025 75.7198 71.5039 70.4919 60.5398 59.134 44.3461 40.6941 35.1855 33.2083 31.5285 33.9117
threshold=0 1 2 3 3.5000000000000004 4 5 6 7 1.0000000180025095e-35 1.5000000000000002 8 9 10 11 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12 13 4.5000000000000009 14 15 16 17 18 2.5000000000000004 19 1.5000000000000002 1.5000000000000002 20 21 22 23 24 25 2.5000000000000004 1.0000000180025095e-35 26
decision_type=9 1 1 1 2 1 1 1 1 2 2 9 1 1 1 2 2 2 1 1 2 1 1 1 9 1 2 1 2 2 1 1 1 9 9 1 2 2 1
left_child=3 2 7 4 5 6 9 11 18 19 27 26 14 -11 16 34 37 25 22 -1 30 -17 24 -19 -4 -13 32 -8 -20 33 -10 -22 -2 -9 -3 -28 -18 -5 -39
right_child=1 15 8 12 -6 -7 10 29 20 13 -12 17 -14 -15 -16 21 36 23 28 -21 31 -23 -24 -25 -26 -27 35 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=0.11637539597508036 0.053802885881691576 0.028247975053299353 -0.024190878509919626 -0.031928817812176852 0.3354351294075919 0.31310938055510951 0.34093480668499648 0.082960528898106345 -0.045840116745235873 0.22691470628017979 0.18415505824801237 -0.023773347241372492 0.24821388520095128 0.089454755152368906 0.21838348562051735 0.31931268392407008 0.054478295858566908 0.031662733627770598 -0.030921628374120925 0.015134355984390356 0.097747761963000654 0.12087516172157245 -0.09618016579609627 -0.023225882524256586 -0.078634625612217984 -0.0589116187899432 0.12644605442594314 0.15734245419821433 0.065204790750108876 0.12421040642368318 0.024049199469281586 -0.00021715349990880872 0 0.010973103158634227 0.17192946722095948 0.01393752331062084 0.13006923453697597 0.05605942111331233 -0.027466612357114908
leaf_weight=1204.110639821738 375.06185912992805 60.359285473823547 519.20827868487686 401.03433431824669 1091.6369581217878 893.30452576838434 671.20744980312884 168.39146598381922 721.9925982314162 983.54378628637642 749.33389614941552 1844.7626475691795 122.89446094166487 339.19460640102625 90.610952555201948 791.70941499108449 241.18784433556721 895.97214202652685 180.30726463813335 267.81969681382179 156.78526789043099 112.28218233492225 15408.298204772174 1073.1885750705842 6013.5557382712141 2296.9591060944367 174.1145412158221 114.83568647876382 103.51189458929002 297.18577866721898 152.45293076662347 85.909305464010686 410.53766106348485 204.31081911921501 273.8202378321439 48.796173957176507 149.13310657348484 76.152118382975459 59.283413384109735
leaf_count=257302 87475 12630 131324 101963 95955 89105 57621 39403 193089 176008 31297 469332 7589 75299 10604 119979 55752 220492 45317 65320 39208 18628 4203531 266585 1609797 605433 38690 11638 25089 62994 35067 21860 100288 47808 47311 10843 27393 17228 14780
internal_value=0 -0.0529389 -0.0658923 0.210432 0.233556 0.210858 0.187685 -0.00860562 -0.0849206 0.145873 0.259345 -0.0180274 0.0785393 0.194653 0.0519849 0.26595 0.0290656 -0.0291016 -0.088689 0.0988244 -0.0100693 0.299661 -0.089935 0.00174106 -0.0745268 -0.0438143 0.0475109 0.321251 0.00606264 0.0874554 -0.0329302 0.065761 0.0273517 0.0503328 0.156763 0.107578 0.0912958 -0.0181191 0.0193339
internal_weight=0 32369.5 31131.3 7455.28 6314.99 5223.35 4330.05 7789.28 23342 2794.67 1535.38 7119.39 1140.3 1322.74 1017.4 1238.17 926.791 6110.88 22224.9 1471.93 1117.14 903.992 21941.1 1969.16 6532.76 4141.72 1008.51 786.043 283.819 669.888 874.446 242.695 785.6 372.702 334.18 222.911 390.321 536.47 135.436
internal_count=9547027 8452173 8253625 1094854 859545 763590 674485 1949343 6304282 573929 100556 1799138 235309 251307 227720 198548 217116 1561842 6015058 322622 289224 138607 5944652 487077 1741121 1074765 237296 69259 70406 150205 228156 61068 187763 87211 59941 49533 83145 133971 32008
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=32 1 896 992 1 1 1 1 16843792 1 2 1 1 2 2 96 768 16793616 768 2 1 2 768 8392216 16347142 2 2
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=40
num_cat=28
split_feature=2 10 1 1 11 0 12 8 2 4 2 12 1 8 10 1 0 13 13 7 3 0 0 3 0 3 2 11 0 12 0 2 4 0 4 6 1 5 1
split_gain=29374.3 9509.72 3248.51 1025.18 636.674 621.259 566.579 563.842 409.182 402.538 284.72 259.466 248.748 237.487 210.825 184.187 178.087 172.841 161.928 213.461 235.136 142.246 136.776 130.55 127.537 120.416 116.88 99.9116 79.9925 66.9359 65.9729 64.9944 60.1079 58.0914 45.3833 43.1253 42.1643 37.1042 36.7596
threshold=0 1 2 3 4 2.5000000000000004 5 6 7 8 9 10 11 12 13 14 5.5000000000000009 15 16 17 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 18 19 1.0000000180025095e-35 20 3.5000000000000004 21 22 1.0000000180025095e-35 23 24 25 26 27
decision_type=9 1 1 1 1 2 1 1 9 1 9 1 1 1 1 1 2 1 1 1 2 2 2 2 2 2 9 1 2 1 2 9 1 2 1 1 1 1 1
left_child=3 2 6 9 11 7 8 14 28 16 -3 15 21 23 22 26 18 31 19 20 -1 -10 29 33 -8 -9 -4 -14 -2 -5 -13 -6 -12 -11 -26 -19 -24 -7 -30
right_child=1 10 4 5 17 37 24 25 12 13 32 30 27 -15 -16 -17 -18 35 -20 -21 -22 -23 36 -25 34 -27 -28 -29 38 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.10398597596224986 0.0053500194655475859 0.23008806517364208 -0.022466255782311886 -0.0044650871023719368 0.026561119024155908 0.20094814933662428 0.012680341374991145 0.26125444691511429 -0.021987614991026406 0.0051026634100149112 0.14060462871256887 -0.018511886611991844 -0.053471444902650635 0.18467884901646323 0.13418952419290256 -0.09572778230780106 0.25803826651692219 0.021957842788115085 0.22976451707408863 0.20513523370076264 0.17321163915425497 0.026051482412121497 0.081678939121362426 0.1280377066477798 0.10771624176927944 0.10709602670576759 -0.076853637807443656 0.0016753623962048076 0.089137346531935613 0.084173711531154147 0.083767485041032111 -0.042629077050233902 0.049189890192681079 0.074521175644039692 0.030862848049046567 0.11071960328782514 0.0071386775868838076 0.070593326928443653 0.029628635315940052
leaf_weight=1151.9022660669871 417.27414209907874 823.86299355374649 506.89502459554933 874.46536411205307 134.21974375820719 479.41193350218236 335.35084592294879 122.63687294349074 1743.0105916056782 208.68278802931309 631.53486252436414 232.70384659431875 2784.4568643625826 421.25239313486964 189.47820099256933 14004.811437081546 502.74402897758409 178.42392391199246 806.19421909516677 1401.6943007023074 1341.3226779834367 912.48936512600631 390.78770764777437 440.67852895939723 440.8583192746155 210.32782145543024 5561.9500960591249 358.03920090082102 278.63384891021997 63.769196226494387 52.580321214627475 715.3871242236346 141.57402638532221 311.46703337691724 143.01118683046661 76.607460814062506 125.6195120466873 75.8287159409374 306.82012328878045
leaf_count=148159 98077 95375 131324 201259 36077 43983 86386 6389 448928 43809 81916 58945 749570 43103 11240 4203531 29062 39666 50739 143965 119620 212520 68675 58405 102158 23052 1609797 90271 58529 13812 11461 196872 21257 47996 35365 16609 28667 12919 67539
internal_value=0 -0.0504868 -0.0635715 0.153485 -0.0835412 0.0959933 -0.00778506 0.068004 -0.0178609 0.174833 0.184895 -0.0875887 -0.0280874 0.121215 0.0419771 -0.0889339 0.188574 -0.00907241 0.179493 0.167334 0.1424 -0.00524245 0.0272948 0.0883393 0.0645703 0.181602 -0.0725369 -0.0469892 0.0399633 0.003671 0.00556451 -0.031007 0.125143 0.0490129 0.0918089 0.0585201 0.0671085 0.18819 0.0633321
internal_weight=0 30780.5 29183.5 9118.26 21463.6 2532.33 7719.94 1977.08 6800.72 6585.94 1596.97 20358.9 5798 1382.08 1644.12 20073.7 5203.86 1104.64 4701.11 3894.92 2493.22 2655.5 1454.64 960.828 919.22 332.965 6068.85 3142.5 1002.73 938.235 285.284 849.607 773.109 520.15 583.87 255.031 516.407 555.241 585.454
internal_count=9547027 8452173 8253625 1094854 6304282 409996 1949343 353094 1725434 684858 198548 6015058 1501289 193313 323653 5944652 491545 289224 462483 411744 267779 661448 312413 150210 223909 29441 1741121 839841 224145 215071 70406 232949 103173 91805 137523 56275 97342 56902 126068
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=32 1 896 960 1 1 1 16778256 2 8391704 1 768 1 1 96 1 1 1 16793616 1 1 788496 2 2 1 49 2 768
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=40
num_cat=28
split_feature=2 10 1 1 10 2 0 11 8 13 2 0 0 12 1 1 7 0 5 5 13 12 1 1 12 0 12 0 5 1 4 0 0 0 0 5 3 2 5
split_gain=21983.4 4272.45 2927.99 2301.67 935.046 884.893 469.174 455.663 427.003 424.835 393.025 322.011 243.723 172.672 166.9 162.493 155.216 142.525 139.687 125.68 123.887 113.57 112.141 111.775 85.1336 71.3689 65.1047 64.77 60.7969 52.9773 44.9581 43.7662 122.929 40.6027 38.3256 38.0532 36.5513 36.5069 35.2082
threshold=0 1 2 3 4 5 1.5000000000000002 6 7 8 9 2.5000000000000004 1.5000000000000002 10 11 12 13 1.5000000000000002 14 15 16 17 18 19 20 2.5000000000000004 21 1.5000000000000002 22 23 24 7.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 25 1.0000000180025095e-35 26 27
decision_type=9 1 1 1 1 9 2 1 1 1 9 2 2 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 2 2 2 2 1 2 9 1
left_child=2 3 10 9 5 6 8 13 15 12 17 14 22 23 -7 -4 -10 36 24 29 27 25 37 34 -8 -9 -24 -3 31 -14 -11 32 -6 -15 -5 -13 -1 -2 -19
right_child=1 20 4 7 28 11 18 21 16 30 -12 35 19 33 -16 -17 -18 38 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.030770080696946939 -0.032967525594861831 0.056095249898339875 0.09593266947983918 -0.08123270907716823 0.16563092331124207 0.034984801349942064 0.14284620154749553 -0.051196208165307039 0.095551398293891421 0.072453031905441861 -0.084818764695225285 0.11695016371962991 0.041396040344125078 -0.034758054126125613 -0.034593149506951262 0.046742769285418991 0.1924885369043261 0.10509135936990077 0.082000812340325538 -0.02604403751502217 0.16995794834787772 0.064068995238004703 -0.059661126578362304 -0.095821049859990182 0.21547678900671985 0.0062423289179827654 2.6448564105538405e-06 0.11982354574622106 0.23853183065367936 0 0.0041426634668497607 0.20666598677183978 0.12146943166219702 0.038876000731954408 -0.057320437164428972 0.0091212518595688349 0.025413598165935178 -0.0042767525480792738 0
leaf_weight=294.41690197773278 934.80180374998599 421.4105902579613 1420.0811396124773 3737.0046041118912 1734.4602764719166 729.46947069419548 1240.9790362478234 574.28374516614713 588.74636821448803 507.79535396303982 754.62898788577877 332.00128296506591 677.79980855574831 151.51149388076738 583.55633836309426 1680.9897484504618 471.50922729168087 150.15568910120055 358.25974648352712 826.92344703176059 391.14143517799675 115.36629668762907 1966.0944300619885 11872.375901303254 418.73708410561085 314.2272230903618 190.2786819038447 454.40685319388285 146.83978728204966 561.71541989268735 133.57243550522253 275.15200572973117 2186.4467394715175 96.41110808821395 1412.0123808705248 48.618990414543077 147.79334752960131 904.90016140323132 34.597456527408212
leaf_count=73237 247067 56276 228441 1167883 104566 162496 115327 161248 43395 103484 246884 70487 151852 39994 160837 312417 29679 19635 56543 213225 40854 27421 573330 3919026 38244 79270 51086 42913 17026 141340 28012 8303 70867 21272 440561 11669 28787 235881 6192
internal_value=0 -0.0572047 0.0992674 -0.0663577 0.114873 0.093628 0.111095 -0.0847087 0.0906516 -0.0159887 -0.0378522 0.0280923 -0.0243033 -0.0885649 0.00375939 0.0705233 0.145688 0.0199248 0.151703 0.00343366 0.119928 -0.0182563 -0.0386398 -0.0897708 0.164848 -0.0310157 -0.054084 0.0923645 0.152674 0.0234863 0.0594943 0.147926 0.14219 -0.00393861 -0.0749585 0.10558 -0.0109357 -0.0194062 0.0873239
internal_weight=0 26244 13597.4 24977.1 12215.8 7872.95 6179.3 18273.2 4161.33 6703.88 1381.59 1693.65 6062.51 17269.3 1313.03 3101.07 1060.26 626.963 2017.98 2066.44 1266.96 1003.88 3996.08 17021.4 1659.72 888.511 2156.37 875.817 4342.9 1239.52 641.368 4196.06 3920.91 247.923 5149.02 380.62 442.21 1839.7 184.753
internal_count=9547027 7741995 1805032 7601952 1430297 1229535 824046 5856675 613932 1745277 374735 405489 1613781 5588736 323333 540858 73074 127851 210114 506417 140043 267939 1107364 5527470 153571 240518 624416 99189 200762 293192 131496 183736 175433 61266 1608444 82156 102024 482948 25827
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=49 1 15 896 1 32 1 1 1 32 1 896 896 1 2 2 1 1 768 96 1 1 2 768 2 2 8401286 2
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=40
num_cat=29
split_feature=2 1 1 10 10 13 2 11 10 2 13 7 0 0 3 0 12 1 1 10 8 13 5 1 1 0 13 12 0 1 0 0 0 0 5 4 10 2 4
split_gain=17244.3 3626.42 2020.54 1244.83 840.832 582.52 479.4 451.614 374.539 358.248 341.298 277.304 292.034 211.124 174.491 172.953 169.583 138.404 122.038 113.862 108.596 102.816 102.763 102.123 98.74 76.6546 70.2451 59.6547 49.2009 47.918 47.2975 39.8334 36.8697 36.8112 35.2472 34.8188 33.0829 31.8382 31.5536
threshold=0 1 2 3 4 5 6 7 8 9 10 11 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 12 13 14 15 16 17 18 19 20 4.5000000000000009 21 22 1.5000000000000002 23 24.500000000000004 1.5000000000000002 1.5000000000000002 4.5000000000000009 24 25 26 27 28
decision_type=9 1 1 1 1 1 9 1 1 9 1 1 2 2 2 2 1 1 1 1 1 1 1 1 1 2 1 1 2 1 2 2 2 2 1 1 1 9 1
left_child=2 3 9 10 7 6 11 16 15 19 13 14 17 23 20 24 18 -13 31 28 -4 32 29 37 -8 -14 35 -25 -1 -15 -7 -3 -9 -18 -17 -5 -11 -2 -12
right_child=1 4 5 26 -6 30 8 21 -10 36 38 12 25 22 -16 34 33 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.017517033665716813 -0.0028355544257337114 -0.079616619441794073 0.13872000455352199 0.082090036170667152 0.084912966292247635 0.14447889568973393 0.017669881327385732 -0.053784459182584711 0.10737830915284821 -0.087438407782368929 0.061074027503319486 0.082602686107787537 0.093371807925962391 0.066329051546167903 0.088007786038812486 0.066635448220546609 -0.022497049902056344 0.039062685300117445 -0.095346797384194604 0.11487606950148602 0.26162099910562547 0.036040642157306561 -0.024157729366090716 -0.057197066739393225 -0.041676461928719995 0.13157305410542205 0.1355691154141451 2.4122393391115009e-06 0.044196531695657543 0.011616093337202846 0.032233594768492878 -0.054837704861839698 -0.0073497823205032871 0.060858962716496073 -0.0031087642039215047 0.013529292193734341 0.031010176651151623 -0.029944326481597113 0.0037909544132082515
leaf_weight=412.55304930079728 834.57100012456067 3447.1666456870735 533.48394725937396 654.71073976997286 277.56036871206015 2044.6371662295423 564.58933007274754 421.3605075716041 565.28815677715465 687.02718526287936 545.54167958209291 1630.6139450743794 3866.2256113202311 160.95360096078366 516.80653569893911 485.18169473763555 208.93475623754784 1680.3753905449994 10793.55034862319 73.002885668538511 152.48179387534037 244.05235835211352 805.82744441437535 1852.9651041757315 481.73945867479779 942.22773728985339 375.57707817479968 190.27918607182801 152.36163908289745 1106.9404685674235 65.498622539686039 1333.829089057399 319.51517817238346 37.635462755803019 71.85804111789912 110.09010102087632 6.5868508070707312 971.20618820912205 134.12152646947652
leaf_count=100500 218265 1167883 52178 65831 26298 126737 125352 127944 44837 246184 103484 169028 315890 34663 45054 98190 54178 240467 3919026 2835 5060 51438 213225 573330 138298 47026 33772 51086 24516 258529 4810 440561 88557 7088 17370 14142 700 264683 28012
internal_value=0 -0.0547415 0.0810963 0.00202509 -0.080432 0.0926133 0.08332 -0.0833747 0.0393327 -0.035596 -0.0147196 0.0932201 0.0855225 -0.0225105 0.140517 0.013868 -0.0874659 0.0615086 -0.0887673 0.0179079 0.176276 -0.0167184 0.00307091 -0.0362873 -0.00999809 0.101689 0.097137 -0.051554 1.26662e-05 0.020766 0.141636 -0.0729993 -0.0352133 -0.00346785 0.0574283 0.0734816 -0.083506 -0.017911 0.0508309
internal_weight=0 24826.4 14932.5 7742.78 17083.6 13601 11490.9 16806 2168.66 1331.53 6602.41 9322.21 8119.44 5922.74 1202.77 1603.37 15821.1 3310.99 15574.5 637.918 685.966 984.928 2073.72 3849.02 1046.33 4808.45 1140.38 2043.24 564.915 1267.89 2110.14 4781 740.876 246.57 557.04 764.801 693.614 1805.78 679.663
internal_count=9547027 7741995 1805032 1859022 5882973 1430297 1298750 5856675 424047 374735 1745277 874703 772411 1613781 102292 379210 5588736 409495 5527470 127851 57238 267939 506417 1107364 263650 362916 113745 624416 125016 293192 131547 1608444 216501 61266 115560 79973 246884 482948 131496
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=49 896 15 1 1 1 32 1 1 32 1 12 1 896 96 1 1 1 2 768 896 1 1 512 2 2 1 23662152 2
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=40
num_cat=28
split_feature=2 1 1 10 10 10 8 0 11 11 1 2 1 2 5 12 1 0 12 4 12 1 12 0 0 7 3 12 4 4 5 0 0 0 2 0 4 0 0
split_gain=13735.7 3380.99 1442.57 937.58 748.709 456.907 524.227 467.47 444.723 293.191 201.513 184.009 179.415 166.398 136.831 155.873 103.81 100.989 91.2654 77.8767 77.175 73.3863 70.999 58.8417 57.5478 50.0311 67.2421 46.146 45.2868 44.4372 43.2664 66.1957 45.2755 41.1375 37.736 36.9297 32.2761 32.0713 31.2196
threshold=0 1 2 3 4 5 6 1.0000000180025095e-35 7 8 9 10 11 12 13 14 15 1.5000000000000002 16 17 18 19 20 8.5000000000000018 2.5000000000000004 21 1.5000000000000002 22 23 24 25 1.5000000000000002 2.5000000000000004 1.5000000000000002 26 2.5000000000000004 27 39.500000000000007 1.0000000180025095e-35
decision_type=9 1 1 1 1 1 1 2 1 1 1 9 1 9 1 1 1 2 1 1 1 1 1 2 2 1 2 1 1 1 1 2 2 2 9 2 1 2 2
left_child=2 3 13 9 8 6 7 11 12 10 17 16 20 38 15 -9 -4 34 24 -11 33 -13 35 30 -10 -8 -27 -14 -19 -5 31 -7 -33 -3 -2 -12 -32 -25 -1
right_child=1 4 5 29 -6 23 25 14 18 19 22 21 27 -15 -16 -17 -18 28 -20 -21 -22 -23 -24 37 -26 26 -28 -29 -30 -31 36 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.025738477146075668 0.0075129529945954969 -0.077934080611839096 0.048186486949756566 0.087503310855938599 0.071360944368399806 0.10548178970903468 0.083095424260301143 0.066553332194469766 -0.047113697413131428 0.055649628097377661 -0.053087410640578418 0.0084957124202671725 -0.09493905463008856 -0.088660418444319281 0.031660184288736036 0.11989170927360954 0.0042553286596967747 0.03264309660865037 0.055937976568344296 -0.0052656938893153107 -0.0078276306028335994 -0.050091377360221893 0.0061747080036217922 0.15652458245583489 0.0049531646791493673 0.16622681748770937 0.090242915140534133 0.017399051379112795 -0.015768707039627915 0.023207714954833172 0.18815233926602903 0.056598245321356148 0.088522155260984781 -0.052328925185925815 -0.025500753258431541 -0.021443001300704576 0.062874615064907838 0.0028719366022586005 0.032810618674872657
leaf_weight=154.86865928932093 429.95933076669462 3184.3165990773123 1609.2097702464089 1086.8509912970476 301.53429853357375 2258.5814577685669 888.15415816474706 3091.8652794896625 528.21647641295567 654.11798067507334 1947.5444257704075 397.94868090492673 9815.7432504692115 547.14480575174093 862.65939676994458 755.80118815344758 847.00620483420789 795.60938273090869 122.89914437546395 283.37161832349375 220.71664703753777 388.21535835135728 267.52246803836897 280.37789560155943 318.41450995136984 444.43763950304128 388.21731312084012 23.575871605193242 222.94800268812105 162.69406283460557 108.99629234243184 1008.9958615982905 1832.2317433068529 1262.9387197014876 1337.2026588725857 569.31965315225534 86.647804873995483 19.576516822446138 147.93503285711631
leaf_count=39322 108995 1167733 241679 94776 26298 105646 55588 386727 161245 143776 615943 87242 3918568 213661 141534 75708 176374 167068 27421 74035 55597 120333 66709 6732 79269 13530 26816 5669 53942 18967 8543 27895 45753 440524 363171 151463 7910 584 24281
internal_value=0 -0.0522578 0.0674355 0.00179514 -0.0787883 0.0745289 0.0609665 0.0497273 -0.0819162 -0.0134917 -0.0222539 0.0201122 -0.086298 -0.0572804 0.0697934 0.0779545 0.0334683 -0.00294691 -0.0154283 0.0373346 -0.0681239 -0.0210966 -0.0410697 0.0976051 -0.02769 0.110995 0.133965 -0.0944917 0.0216123 0.0801067 0.0938407 0.0907749 0.0779994 -0.071129 -0.0174102 -0.0463841 0.149734 0.148579 0.00227512
internal_weight=0 23535.5 16118.9 7757.14 15778.4 15268.9 9673.51 7952.71 15476.8 6507.6 5570.11 3242.38 14507.3 849.948 4710.33 3847.67 2456.22 2785.72 969.53 937.49 4667.97 786.164 2784.39 5595.41 846.631 1720.81 832.655 9839.32 1018.56 1249.55 5295.45 5099.81 2841.23 4447.26 1767.16 2516.86 195.644 299.954 302.804
internal_count=9547027 7741169 1805858 1858845 5882324 1528594 1325531 1229597 5856026 1745102 1527291 625628 5588091 277264 603969 462435 418053 693176 267935 217811 1663854 207575 834115 203063 240514 95934 40346 3924237 221010 113743 195747 179294 73648 1608257 472166 767406 16453 7316 63603
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=16777265 896 7 1 1 1 1 1 1 768 16777248 96 32 2 1 960 1 2 1 896 1 1 1 2 2 2 593416 2
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=40
num_cat=28
split_feature=2 1 1 10 11 11 10 10 2 12 7 4 1 5 2 3 12 1 11 1 0 12 0 0 0 12 2 0 4 1 4 5 3 0 13 0 0 0 5
split_gain=11077.4 3135.71 1096.95 713.044 679.646 359.438 324.779 271.568 362.088 267.231 213.292 193.412 190.884 179.541 157.399 152.165 115.201 107.973 106.81 97.6042 80.2698 72.8648 71.8292 60.0997 49.5264 45.1882 43.7498 42.2658 33.9855 32.5579 30.8342 30.4764 30.4215 29.2774 26.0651 26.0199 24.093 23.9231 23.4764
threshold=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 1.0000000180025095e-35 15 16 17 18 2.5000000000000004 19 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 20 21 2.5000000000000004 22 23 24 25 4.5000000000000009 1.0000000180025095e-35 26 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 27
decision_type=9 1 1 1 1 1 1 1 9 1 1 1 1 1 9 2 1 1 1 1 2 1 2 2 2 1 9 2 1 1 1 1 2 2 1 2 2 2 1
left_child=2 3 14 9 6 7 12 8 10 11 15 18 21 -12 35 -4 22 -10 19 -2 -19 27 -6 -11 -13 34 -5 -3 32 38 31 -9 -7 -28 -14 -1 -20 -25 -24
right_child=1 4 5 26 16 28 -8 30 17 23 13 24 25 -15 -16 -17 -18 20 36 -21 -22 -23 29 37 -26 -27 33 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.024118390180306731 0.026781669888455678 -0.074501148583193816 0.020443136833112802 0.029701995646260394 -0.044499180895573712 0.10367820207851337 0.0472467924125968 0.076737265834458446 0.040500296645238396 0.00041635858548235414 0.087613781179936082 -0.054063451842697507 -0.094817508002990866 0.015083178029066427 -0.087649346210786988 0.058101019456702797 0.064467986582337697 -0.028133756275837862 0.015071506280282452 -0.021331815230303766 0.029332160373380801 -0.0071901513555928239 0.038242077792009839 0.039079345461192599 -0.00098962417930033492 0.016500454659546651 0.037564353336748624 -0.044678968667660246 0.065277499748903942 -0.038031755277188689 0.047512302960079918 0.14181624031786036 0.049572619174224349 0.089356470728516713 -0.01021625627412334 0.029245979560688369 0.062467479544846619 0.093636933376522569 -0.0083540290408818888
leaf_weight=150.96853933203965 454.59355837199837 3321.1395084282849 2164.1041831187904 372.10148933902383 442.69737027795054 2280.5386503557675 167.49597014905885 3618.1585300378501 492.45791037334129 292.49345965567045 2346.1745815342292 1524.1326963407919 8878.5020355759189 426.96915726806037 500.94303411920555 2272.7549376713578 184.36226273956709 908.54174308851361 362.20590701792389 2852.3334231767803 296.55607508844696 219.00969336577691 265.28162877704017 427.23654405074194 212.57188933598809 23.986016515875235 228.49532152945176 824.54383861809038 674.76345805311576 75.644985235063359 555.36689672293141 102.47036960441619 218.99787659640424 749.35504103824496 52.275585467461497 152.75692851096392 162.71470052050427 136.93235850054771 141.69518655235879
leaf_count=39322 110956 1305398 272295 35204 136331 128480 14441 115373 87161 75399 206055 469804 3897426 65072 213661 249016 31521 249420 82530 801008 57377 55597 56113 92466 56010 5669 23495 302859 55273 19593 25290 6742 11040 55044 21142 24281 30789 26140 36234
internal_value=0 -0.0497653 0.0569207 0.00153032 -0.0770389 0.0625639 -0.0832684 0.0550277 0.0447173 -0.0123824 0.054431 -0.0204455 -0.0850346 0.0765614 -0.0549719 0.0399715 -0.00154033 0.00272716 -0.00766554 -0.0144302 -0.0132729 -0.0658921 -0.0166175 0.0386097 -0.0478642 -0.0939026 0.0668073 -0.0690052 0.0931564 0.00948 0.0759751 0.0797296 0.0997005 0.0782538 -0.0943916 0.00197901 0.0328868 0.0568854 0.0213833
internal_weight=0 22371.8 17162.5 7775.17 14596.6 16357.9 13487 13183.6 8907.56 6425.21 7210 5568.55 13319.5 2773.14 804.669 4436.86 1109.68 1697.56 3831.85 3306.93 1205.1 4364.69 925.319 856.662 1736.7 8954.76 1349.95 4145.68 3174.3 482.622 4276 3720.63 2499.54 977.85 8930.78 303.725 524.921 564.169 406.977
internal_count=9547027 7741169 1805858 1858845 5882324 1528594 5602532 1333801 1186396 1745102 792438 1551097 5588091 271127 277264 521311 279792 393958 1025283 911964 306797 1663854 248271 194005 525814 3924237 113743 1608257 194793 111940 147405 122115 139520 78539 3918568 63603 113319 118606 92347
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=16777265 896 7 1 1 1 1 1 16777248 1 1 2 96 2 32 1 768 1 512 1 1 5316866 2 112 2 2 1 2
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=40
num_cat=30
split_feature=2 1 1 10 10 1 13 0 8 1 11 2 2 0 12 0 10 7 4 5 2 0 13 13 6 1 4 0 2 6 3 5 2 2 0 4 7 0 3
split_gain=8986.83 2942.03 849.536 826.921 372.954 362.019 288.28 267.614 260.201 321.441 244.757 148.504 123.331 112.627 109.041 98.6533 94.2596 74.9427 71.6505 64.8291 58.7442 57.8952 54.7529 50.7646 50.7462 49.6045 41.6156 40.07 37.6643 34.3863 34.2215 32.3814 32.2195 25.0934 24.1071 22.4818 34.6728 21.7217 16.8263
threshold=0 1 2 3 4 5 6 4.5000000000000009 7 8 9 10 11 2.5000000000000004 12 1.5000000000000002 13 14 15 16 17 1.5000000000000002 18 19 20 21 22 2.5000000000000004 23 24 3.5000000000000004 25 26 27 1.0000000180025095e-35 28 29 1.0000000180025095e-35 6.5000000000000009
decision_type=9 1 1 1 1 1 1 2 1 1 1 9 9 2 1 2 1 1 1 1 9 2 1 1 1 1 1 2 9 1 2 1 9 9 2 1 1 2 2
left_child=2 3 11 5 6 13 14 8 9 18 15 37 17 22 25 26 -14 -11 20 -17 -4 32 28 33 -8 27 -7 -3 -2 -9 -20 -15 -12 -5 -35 36 -10 -1 -31
right_child=1 4 7 23 -6 10 24 29 35 12 21 -13 16 31 -16 19 -18 -19 30 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 38 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.022575101895610496 -0.025419913803122057 -0.082283751263044907 0.063993812201273079 0.014038247727671633 0.066155908235443026 -0.043673189724162925 -0.0099934893238574699 0.076839725648382984 0.12561386447724102 0.017455449978554444 0.012158050774491254 -0.086575313935352977 -0.029073765148035349 0.051584357625919376 0.0051913191138284291 -0.0037756952819759434 0.050977145261280533 0.04670850463111495 0.0073497864517868125 -0.044602915838783515 0.037727690151842803 0.034397845426245681 0.032534025992971109 0.080805323390897049 0.078336769368496845 -0.096133309325854482 -0.069910979790051328 -0.050554719002084116 0.00077206043201240554 0.12739707654920179 0.045186817048987832 0.0043416690986409342 -0.036056787286813038 0.013340405003368475 0.061536767002685004 0.060684041470456189 0.072402498107912189 0.026133123310461543 0
leaf_weight=147.40231087012216 936.87500911764801 3018.7997841602191 5044.1304010669701 355.3722251621075 140.88589662034065 1696.1812027206179 158.21374751348048 2240.4075403381139 313.05445525213145 2563.4157101768069 224.89141108933836 459.08749430836178 696.84278686833568 524.90683917980641 114.03279462922364 800.48078924650326 153.74321225797758 1436.6239790236577 486.27677515195683 772.49778114981018 1443.7520394932944 452.70031058811583 304.49930560123175 555.68554786639288 69.60797481588088 6609.6853308510035 1426.4017806272022 742.75784789584577 1208.5629826420918 271.77125718654133 519.73380756820552 224.01544783706777 252.61181959812529 171.35516789276153 549.08723884867504 1020.4995080337394 1141.1728260810487 157.18425770197064 6.4396620139013967
leaf_count=39322 261327 1343708 296377 35100 10847 632889 47156 114046 7403 313829 60218 213661 207784 100214 27604 238269 9716 151758 62321 255274 200148 97731 57411 38061 14859 3170537 550518 301353 312383 15444 47534 54357 75320 17539 38494 66622 35223 24281 389
internal_value=0 -0.0472567 0.048466 -0.0092817 -0.0836438 -0.0214374 -0.0858989 0.0530485 0.0477218 0.0415463 -0.0366168 -0.0526604 0.0210503 0.00535431 -0.0883231 -0.045928 -0.0128739 0.0283944 0.0545358 -0.0244728 0.0585514 0.00965813 -0.00499428 0.0554307 0.021806 -0.0893922 -0.056305 -0.0763459 -0.0108337 0.08355 0.0279295 0.0385499 -0.0138523 0.0402162 0.050788 0.0775402 0.0877011 0.00170301 0.123875
internal_weight=0 21310.1 18101.5 10456.1 10854 8824.62 10713.1 17337.9 14819.2 12344.5 5625.77 763.674 4850.63 3198.86 10485.3 4695.56 850.586 4000.04 7493.89 1572.98 6487.88 930.204 2449.94 1631.5 227.822 10371.2 3122.58 3761.56 2145.44 2518.62 1006.01 748.922 477.503 1075.81 720.442 2474.73 1454.23 304.587 278.211
internal_count=9547027 7741169 1805858 2825105 4916064 2695911 4905217 1528594 1398715 1289467 1910219 277264 683087 785692 4843202 1676950 217500 465587 606380 493543 496525 233269 631121 129194 62015 4815598 1183407 1645061 573710 129879 109855 154571 135538 91133 56033 109248 42626 63603 15833
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=16777265 960 7 1 1 768 1 1 896 1 32 16777248 1 1 1 2 2 32 1 1 1 48 2 1057158 1 2 855624 5251462 2 12
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=40
num_cat=29
split_feature=2 1 1 10 13 13 1 10 0 8 2 10 0 12 2 0 0 3 13 1 1 12 1 2 2 0 6 4 1 3 2 7 12 4 4 0 2 3 0
split_gain=7346.11 2761.99 669.347 661.581 353.111 313.8 271.4 258.55 222.878 198.55 139.751 135.69 126.791 106.039 92.1879 85.1369 72.1552 68.728 67.7342 65.4124 56.3137 54.9443 48.0881 44.7887 43.8272 41.235 39.9867 38.1298 37.9252 33.6856 32.6999 31.2017 26.3179 25.732 25.5661 25.5208 30.8402 18.9751 18.7956
threshold=0 1 2 3 4 5 6 7 1.0000000180025095e-35 8 9 10 1.5000000000000002 11 12 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 13 14 15 16 17 18 19 2.5000000000000004 20 21 22 1.5000000000000002 23 24 25 26 27 1.5000000000000002 28 1.0000000180025095e-35 33.500000000000007
decision_type=9 1 1 1 1 1 1 1 2 1 9 1 2 1 9 2 2 2 1 1 1 1 1 9 9 2 1 1 1 2 9 1 1 1 1 2 9 2 2
left_child=2 3 10 5 7 6 16 13 9 11 -1 14 21 20 19 18 -2 -14 24 -4 25 -8 -16 -18 33 -3 -6 30 -26 31 -5 -11 34 -10 -7 -20 -37 -32 -17
right_child=1 4 8 27 26 32 12 -9 15 29 -12 -13 17 -15 22 38 23 -19 35 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 37 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.0014471993302390968 -0.02100603109309394 -0.080750387917495586 -0.016635293022374143 0.02425485810318595 -0.0018615537608363349 0.031136967002240702 -0.056260548704389728 0.056524125791503156 0.052614051158233435 0.037803618226987384 -0.085437012232035064 0.04574284640621968 0.022104857879292141 0.0047598101229203871 0.0025773530500249413 0.080694176401136103 0.029607466864136636 -0.027352927476753226 0.090613596445077341 0.024683456800114589 -0.095707279503107687 -0.0086804124693493842 -0.045405866956191622 -0.0024836322769701035 0.034636100646695527 -0.048082973058784818 0.070021369291755564 0.0069578541043119977 -0.0075823147695162733 0.045422088547974103 0.033810211861314839 0.10009455241950858 0.061338109677884847 0.034453035745665266 -0.014665337414702077 0.099975415294105918 0.048471230561932935 0.072752839871926975 0.024418937795235955
leaf_weight=305.38626335468143 1086.710246581817 2781.343689517118 420.73651690315455 428.53318142239004 183.93687982531264 531.23358104843646 2927.6563701368868 105.09093316737562 5443.234978408087 245.30698063503951 421.16543845552951 1476.9639165601693 317.94459355692379 114.62121078954078 422.96907037543133 1378.5950880935416 729.00048692873679 1417.0547886826098 512.44511080719531 2354.7967040019576 6006.1672147398349 294.0619035877753 351.87733396119438 959.71983229368925 1198.8470817974303 706.31967971171252 93.066198275890201 228.38551671849564 234.24901482928544 848.63540608203039 287.78412864403799 388.89147721114568 255.93936528661288 1329.6615741522983 126.36917458358221 181.09878896409646 1302.5975444135256 772.819413528312 112.10238652070984
leaf_count=63603 309554 1343708 95215 36043 48931 100515 1189635 8055 294115 7806 213661 58729 94277 27604 87242 67148 166998 447503 28567 322838 3170537 82128 120333 234034 158868 301353 15876 22989 56369 48687 19345 8657 41273 114018 29994 14795 38195 50817 7012
internal_value=0 -0.0447775 0.0416782 -0.00849161 -0.082203 -0.0198087 -0.0263941 -0.0854678 0.0454704 0.030321 -0.0503564 0.0205206 -0.0403069 -0.0872231 0.009649 0.0538192 -0.0011268 -0.017898 0.0501535 0.0181661 -0.0883766 -0.0521301 -0.0200041 0.011628 0.0456463 -0.0744747 0.0257946 0.0476181 0.0275131 0.0622836 0.0533961 0.0813241 0.0346788 0.0491881 0.0216432 0.067584 0.0577935 0.0631033 0.0772247
internal_weight=0 20353.8 18929.6 10363.2 9990.55 8645.69 7732.15 9713.54 18203 6510.18 726.552 5027.34 4956.72 9608.45 3550.38 11692.8 2775.43 1735 10202.1 2775.53 9493.83 3221.72 774.846 1688.72 8205.99 3487.66 277.003 1717.52 1433.1 1482.83 1489.14 634.198 913.542 6772.9 657.603 1996.14 1483.7 1060.6 1490.7
internal_count=9547027 7741169 1805858 2825105 4916064 2695911 2524129 4851257 1528594 749507 277264 684357 1813543 4843202 625628 779087 710586 541780 704927 418053 4815598 1271763 207575 401032 623370 1645061 64807 129194 215237 65150 106205 16463 171782 408133 130509 81557 52990 70162 74160
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=16777265 960 7 1 1 1 768 1 1 32 1 1 16777248 1 24 48 1 896 11081288 32 1 2 960 5775746 1 1 2 2 16
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=40
num_cat=29
split_feature=2 1 1 5 5 2 0 10 10 13 2 0 12 0 2 7 12 3 11 1 10 1 11 3 1 10 10 0 10 0 2 1 2 0 1 0 4 0 13
split_gain=6152.7 2065.85 899.251 378.48 297.999 292.935 254.604 246.789 196.604 180.468 124.836 147.68 111.215 102.026 98.1337 92.7373 83.7727 81.1126 74.9572 71.0412 62.8216 60.4085 58.7446 56.072 54.2643 52.5042 44.5105 41.0845 40.149 39.2391 37.2234 31.4002 27.4075 31.5919 26.6921 24.5718 22.6586 21.6289 21.5478
threshold=0 1 2 3 4 5 1.0000000180025095e-35 6 7 8 9 1.5000000000000002 10 4.5000000000000009 11 12 13 1.0000000180025095e-35 14 15 16 17 18 1.5000000000000002 19 20 21 1.5000000000000002 22 1.0000000180025095e-35 23 24 25 1.5000000000000002 26 1.5000000000000002 27 4.5000000000000009 28
decision_type=9 1 1 1 1 9 2 1 1 1 9 2 1 2 9 1 1 2 1 1 1 1 1 2 1 1 1 2 1 2 9 1 9 2 1 2 1 2 1
left_child=2 3 5 6 9 20 25 14 12 10 15 19 18 22 29 23 21 -17 34 -12 35 -5 24 -4 -8 31 38 -16 -13 -6 -15 -2 37 -34 -3 -1 -9 -11 -7
right_child=1 8 4 16 7 26 13 36 -10 32 11 28 -14 30 27 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.019593995076489797 -0.014684339653976164 -0.075434503870707603 0.079475070234947334 -0.019192291929989988 -0.012683082144910507 -0.08720942038400005 0.014852771255981657 0.10245971551912665 0.039075864235368615 0.067109722317892459 -0.037115484782967098 0.028530279028258023 0.0066103059836707216 0.070396526634888851 -0.048846519620210846 0.026743402305849841 0.0030032135403426203 0.045772440015830786 -0.030366136249440408 0.01014972740250355 0.070172584872963725 -0.059059336620148589 0.036467414213261121 0.036213785373098009 -0.015659502258786914 0.013375722387095668 0.033387787033504417 -0.0063717203993201663 0.065911505318850316 0.022617445301483019 0.016745153539268424 -0.042316749271451487 0.071370426114736901 0.04402949974058093 -0.095313149386738058 0.021130099128341663 0.034249632857059169 0.1186002228975013 0
leaf_weight=423.54411950660869 841.31777237658389 2742.9044474421535 1036.5147975455038 596.60228140419349 439.722005891148 794.81310088047758 1293.6977619889658 206.47350386437029 108.99573173886165 674.17418036563322 358.42222861107439 938.1695849201642 118.62511608446948 398.46507254312746 523.88570073479787 4236.004515954759 321.65448736282997 5559.9787983256392 281.75647592986934 1532.1138816615567 98.583022848702967 1847.492471490521 583.58485490968451 577.05435815220699 992.67582502774894 277.90382796479389 14.808295719325541 434.88442281330936 503.5448961108923 903.60742828971706 273.98898736247793 1100.9364227175247 888.77537811966613 1578.7758128507994 5086.098093579174 186.60326576884836 136.14181104535237 202.73980786837637 35.432097736746073
leaf_count=100500 235579 1420585 53098 158303 74010 430694 235259 11122 7978 72514 133900 181528 27170 70814 188569 341755 72791 277525 96347 304201 2835 733699 91280 27377 303891 28585 1126 125855 25088 107229 53960 444696 36312 36073 2968392 24516 10362 20109 11400
internal_value=0 -0.0484344 0.0315347 -0.0136551 0.0370557 -0.0410209 0.000920857 0.00551838 -0.0837351 0.0416545 0.0367022 0.0190549 -0.0856354 0.0175618 -0.00650024 0.0417134 -0.0438651 0.0376428 -0.0870408 0.000452422 0.0062948 -0.0501161 0.00897039 0.0647358 0.00144101 -0.0253777 -0.0795336 -0.0303548 0.0428676 0.010741 0.0518528 -0.0311939 0.0628742 0.0545181 -0.0889186 -0.00626401 0.0811005 0.0819705 -0.0839151
internal_weight=0 16866.7 22284.8 8528.32 20731 1553.78 5762.57 2644.71 8338.38 18086.3 14741.8 3332.25 8229.38 3542.41 2302.1 11409.6 2765.75 9795.98 8110.76 1890.54 708.73 2444.09 2869.96 1613.57 2286.37 2220.16 845.053 958.77 1441.71 1343.33 672.454 1942.25 3344.47 2467.55 7829 610.147 342.615 876.914 830.245
internal_count=9547027 6949329 2597698 2428857 2026627 571071 1464064 517147 4520472 1509480 1344472 644717 4512494 755204 495663 699755 964793 619280 4485324 438101 127851 892002 630430 80475 539150 708860 443220 314424 206616 181239 124774 680275 165008 72385 4388977 125016 21484 92623 442094
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=16780337 960 15 2 2 32 1 1 1 32 1 33 12 1 1 48 1 768 1 768 1 1 1 3736392 768 3088 48 2 1
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=40
num_cat=32
split_feature=2 1 1 10 2 5 4 10 10 12 8 0 12 11 8 1 2 1 4 0 12 10 0 10 12 13 1 0 13 1 2 11 4 13 0 0 3 5 7
split_gain=5116.01 1962.55 714.235 332.175 273.711 220.423 213.708 191.191 182.947 152.802 144.038 127.221 122.818 111.07 86.5584 82.6684 81.4157 80.9354 80.4311 73.0823 67.4773 53.2665 41.5718 39.7534 39.5534 37.8245 34.673 31.4991 30.0138 29.3447 26.107 25.4416 22.7372 21.5847 21.1582 20.945 20.3069 38.2751 21.8497
threshold=0 1 2 3 4 5 6 7 8 9 10 1.0000000180025095e-35 11 12 13 14 15 16 17 2.5000000000000004 18 19 8.5000000000000018 20 21 22 23 1.0000000180025095e-35 24 25 26 27 28 29 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 30 31
decision_type=9 1 1 1 9 1 1 1 1 1 1 2 1 1 1 1 9 1 1 2 1 1 2 1 1 1 1 2 1 1 9 1 1 1 2 2 2 1 1
left_child=2 3 4 6 21 9 12 16 13 10 11 17 14 20 15 -2 27 -4 -13 24 26 36 28 33 -8 29 34 -7 -11 -18 -14 -21 -12 -6 -3 -5 38 -38 -1
right_child=1 8 5 35 23 7 19 -9 -10 22 32 18 30 -15 -16 -17 25 -19 -20 31 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.018325697999169662 -0.0004458380163258569 -0.079207101202222283 -0.012288291010091806 0.024346607443593501 -0.086162711812632228 -0.011646440316118783 -0.05924505896307293 0.069063180893892448 0.034312937937515761 0.04243918906298827 0.062624589464157235 0.036745709756141019 0.056711520389286667 -0.021785381271863476 0.11848597229122888 -0.029417258197016724 -0.012479135565972571 0.019901367131061203 -0.00098785058207031162 -0.018406087437802681 0 0.062656343282919288 0.089838226193913892 0.029847732792857896 -0.011238784399622389 0.015766454597310815 -0.095226771495855247 0.019961036209033802 0.063390798354738251 -0.054205381788221312 0.012627698705885662 0.038090610198440789 0.015856400087685477 0 -0.047798599085705835 0.058579420875116965 0.046434823442673002 -0.026445658475752205 -0.030980985984079987
leaf_weight=85.347074485383928 1761.3548160323408 2039.9351898665773 991.8117056688061 1155.6353165465407 726.96229002845939 434.29098243499175 1696.6310311928391 368.50899917678908 113.08052110718563 3501.4003763699438 1453.3815603413386 7441.8249889760045 211.96395556814969 307.45983477844857 17.56611620541662 2279.8567009475082 374.24056461220607 3175.7791391839273 592.71759506408125 313.07855314295739 82.081295271404088 105.91592309065163 293.0000415132381 14.481879161670802 225.89738922403194 137.84255017153919 4606.6915596737526 923.9665186535567 1190.1397707932629 416.2311497204937 438.34800979890861 72.600435405736789 156.93038101447746 34.733602754073218 500.62309492914937 239.2627722742036 136.56316466606222 95.761843761429191 312.51170185348019
leaf_count=7760 178622 146045 129639 92781 54018 73884 94696 21484 7965 203180 34630 443228 28057 26147 1834 144376 39448 292800 38354 20360 9058 2973 10159 991 15937 19958 369716 107046 46109 26798 52583 7926 8338 3223 31863 12298 20175 11654 28604
internal_value=0 -0.0459761 0.0275156 -0.0124724 -0.0381246 0.0322193 -0.0213782 0.00506646 -0.082523 0.0360416 0.0304442 0.0265662 -0.00896403 -0.0845538 -0.0155086 -0.0170335 -0.00587871 0.0121544 0.0339315 -0.0461366 -0.0870809 0.00554102 0.0512177 -0.0781451 -0.0540173 -0.0281451 -0.0881126 0.00953674 0.0481867 -0.0368075 0.0303239 -0.0050679 0.0586231 -0.0826176 -0.0734789 0.0315387 -0.00593109 0.0156618 -0.0194552
internal_weight=0 16062.1 22964.3 8412.2 1512.28 21452.1 7017.3 2655.08 7649.87 18797 13812.4 12202.1 4709.09 7536.79 4058.78 4041.21 2286.57 4167.59 8034.54 2308.21 7229.33 736.1 4984.54 776.178 1922.53 928.314 7147.25 1358.26 4691.54 790.472 650.312 385.679 1610.31 761.696 2540.56 1394.9 630.184 232.325 397.859
internal_count=2864717 1240264 1624453 649470 129398 1495055 544391 288618 590794 1206437 946989 904021 405472 582829 324832 322998 267134 422439 481582 138919 556682 71166 259448 58232 110633 86204 547624 180930 249289 66246 80640 28286 42968 57241 177908 105079 68193 31829 36364
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
cat_threshold=16813105 960 15 1 32801 2 2 1 1 1 1 1 1 1 768 33 48 2 1 1 1 1 1 48 1 896 10027584 1 2 1 2 10
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=40
num_cat=27
split_feature=2 1 1 5 2 0 10 5 10 11 11 0 1 7 3 1 2 12 3 2 0 13 8 12 13 0 1 10 0 1 6 0 0 1 8 3 2 3 0
split_gain=4272.19 1845.56 573.325 299.805 250.387 198.129 171.941 171.832 148.723 118.059 109.15 77.8 72.3557 72.2397 120.068 87.7731 70.743 66.8923 53.7917 53.089 48.8237 47.6304 50.6763 45.0788 44.3625 39.3778 39.3261 38.1626 32.8333 29.4666 27.8612 27.6608 25.3361 23.1071 21.6155 36.8081 21.4315 20.8633 20.7281
threshold=0 1 2 3 4 1.0000000180025095e-35 5 6 7 8 9 4.5000000000000009 10 11 1.0000000180025095e-35 12 13 14 3.5000000000000004 15 2.5000000000000004 16 17 18 19 1.0000000180025095e-35 20 21 6.5000000000000009 22 23 21.500000000000004 1.0000000180025095e-35 24 25 4.5000000000000009 26 1.0000000180025095e-35 2.5000000000000004
decision_type=9 1 1 1 9 2 1 1 1 1 1 2 1 1 2 1 9 1 2 9 2 1 1 1 1 2 1 1 2 1 1 2 2 1 1 2 9 2 2
left_child=2 3 4 5 20 24 10 9 16 13 17 21 -5 14 15 -4 32 26 30 -16 37 22 -7 38 29 -18 -3 -6 34 -2 -15 36 -9 -27 35 -11 -13 -1 -14
right_child=1 6 7 12 27 11 -8 8 -10 28 -12 31 23 18 19 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 33 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.025037025378254071 -0.012457584446244346 -0.07159589918085156 -0.017398980232858095 -0.0095966985134999343 -0.081177765317693676 -0.00047162859982255179 0.03073539936631561 -0.01064302356581244 0.058736789153961383 0.041860673571961764 -0.020700489917835598 0.070828824599080603 -0.06258922361287049 0.037589690376216955 0.035186279038413003 0.016699161039037281 -0.056006079546613609 0.00061072325210406275 0.011936793075902731 0.010248073840724192 0.04584070965748363 0.033976870053957935 0.10038603113850747 -0.005387962080934154 0.016009931049104822 0.021247810847395604 -0.094719119466264601 0.028589328144218541 0.069366663642889667 -0.039039276027829306 0.068870299337472518 -0.014067381370338637 0.017694653885932093 -0.021039736080442822 0.060674959138188794 0.009667256013556471 0.026287039896380534 0.012157682807007353 -0.031668409591551379
leaf_weight=331.33546258579008 869.37208134075627 2371.6022068775492 1014.2149550612085 668.96804023720324 702.1782552896766 2337.0223778190557 116.89853975502774 429.14902784489095 393.77100570779294 2684.670598260127 302.89434741251171 292.82247195160016 1232.1325816516764 4431.37138815457 4625.962436019443 2600.4555129138753 288.62891044875141 80.974621240049601 841.67779775522649 1162.7799170734361 185.49191267695278 538.25550299067982 20.798806598875672 225.58872390701436 234.81570100667886 130.21052694111131 4183.7738979352871 14.905858879908918 611.04885784303769 1036.1886084270664 360.57519512530416 53.35629452788271 942.04213864961639 491.06282780203037 618.81401363899931 462.09458715189248 360.15775859099813 222.51600075955503 444.78665887727402
leaf_count=28500 43111 178552 112460 40358 57109 222607 7965 73874 21484 142598 26258 28058 77486 267587 229746 198623 20943 9027 47337 123765 16089 56986 2152 18569 31440 14671 369219 991 24374 61802 20974 5206 107041 45335 19175 26454 34906 26647 24926
internal_value=0 -0.043545 0.024157 -0.0114558 -0.0358529 0.00123128 -0.0810357 0.028185 0.00425241 0.0314699 -0.0832022 0.0155573 -0.0396361 0.0271096 0.0214494 0.00698311 -0.00566345 -0.0859039 0.0362389 0.0303853 0.0050062 0.0079597 0.00154247 -0.0494251 -0.022624 -0.0267417 -0.087016 -0.0764152 0.0460963 -0.027714 0.0404195 0.0447075 0.00851282 -0.0111425 0.0417227 0.0373635 0.0503563 -0.00972295 -0.0552643
internal_weight=0 15370.4 23545 8314.27 1456.43 5742.79 7056.14 22088.5 2674.86 19413.7 6939.25 3602.41 2571.48 15037 9403.41 3614.67 2281.09 6636.35 5633.62 5788.74 739.343 2896.08 2357.82 1902.51 2140.38 909.902 6555.38 717.084 4376.63 1905.56 4791.95 706.337 1371.19 621.273 3765.58 3146.77 652.98 553.851 1676.92
internal_count=2864405 1238628 1625777 647607 129336 486268 591021 1496441 283348 1213093 583056 349915 161339 1000492 664594 311083 261864 556798 335898 353511 71236 281745 224759 120981 136353 80949 547771 58100 212601 104913 288561 68170 180915 60006 188227 169052 62964 55147 102412
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16813105 960 15 2 32801 1 2 1 1 1 768 1 48 33 1 3104 1 1 1 1 48 1 768 1 768 1 3670600
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=40
num_cat=30
split_feature=2 1 1 5 2 12 0 12 4 8 0 1 2 0 12 1 2 0 11 6 12 0 13 10 1 10 1 1 13 4 10 0 0 3 2 2 3 7 5
split_gain=3555.65 1727.28 470.203 255.659 232.624 161.494 158.673 145.415 183.364 112.796 121.884 107.803 83.9629 78.3811 73.8498 62.5991 51.2716 47.8302 45.4262 43.1613 41.8324 39.3616 39.3185 39.256 35.2838 32.3491 32.0272 24.7843 22.452 22.3002 21.0452 20.5626 20.3226 19.3783 18.5737 16.865 16.3513 19.808 18.433
threshold=0 1 2 3 4 5 1.0000000180025095e-35 6 7 8 1.0000000180025095e-35 9 10 2.5000000000000004 11 12 13 4.5000000000000009 14 15 16 2.5000000000000004 17 18 19 20 21 22 23 24 25 4.5000000000000009 2.5000000000000004 2.5000000000000004 26 27 1.0000000180025095e-35 28 29
decision_type=9 1 1 1 9 1 2 1 1 1 2 1 9 2 1 1 9 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 2 2 9 9 2 1 1
left_child=2 3 4 6 21 11 22 8 9 10 12 13 -4 -3 18 35 33 24 26 -15 32 36 27 28 -9 -12 -8 -2 -6 -26 -13 -16 -17 -10 -20 -5 37 -1 -38
right_child=1 5 7 15 23 -7 14 17 16 -11 25 30 -14 19 31 20 -18 -19 34 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 38 -39 -40
leaf_value=-0.03654175906619455 -0.011555665548011103 -0.072586618805655145 0.015419694150649388 0.014574152119889168 -0.083788887558212455 0.019575082801708197 0.010243303296113802 0.044961530749644776 -0.016561168465994845 0.048625285814335763 0.021462769790982199 -0.094162329375387904 -0.014963623104347762 -0.037798653215744299 0.028155878043578261 -0.060129413745889815 -0.035182831865265239 0.058071708080745105 0.048445326509959551 0.034838789500843605 -0.0037914495516305421 0.040763561968419917 0.015568790407317529 0.028984507110191234 0.03498549523931465 0.034499597608371117 -0.013119013526241802 -0.036335817681679282 0 0.017361986493208852 0.0032871978574882167 0.069789006640219295 -0.029119260210507775 0.0078301190628453903 0.0089744785977079189 -0.018655073832015059 0.030003858417604414 0.011958493665327414 -0.02223840616897586
leaf_weight=227.62059098319151 859.07647975836881 1916.2866275982233 3028.5259982291609 172.17368689761497 630.51102392678149 144.76431590644643 1230.7293208581395 1854.7027497829404 422.20596039644442 1607.7480401599314 4888.90980605199 3857.3249675015686 1248.7763803197304 494.77216800011229 629.66228009294719 1150.1270283074118 486.20983390510082 1044.7349786604755 262.47884266986512 68.35271218966227 217.23076764168218 192.90198461618274 234.92554404097609 16.300990438554436 1584.5780847386923 3725.4796307701617 1048.5135549622355 989.29535140877124 32.415589954704046 1694.4059276899789 14.308801807463167 178.58845782047138 425.04918324993923 1123.7793804437388 290.57937323744409 490.94518631836399 147.32679178530816 92.330295930732973 76.25272954069078
leaf_count=16315 42741 156699 298319 11712 55187 15791 143219 94228 47662 36105 430031 372550 125548 35278 70812 76694 37439 37153 29949 5586 17719 16032 31290 1132 90030 86394 59922 61093 2985 130434 994 16639 24466 91901 33267 27183 17769 7580 8685
internal_value=0 -0.0411816 0.0211686 -0.0104435 -0.0340099 -0.0795397 0.00111614 0.0246751 0.0196922 0.023635 0.0203895 -0.082052 0.00643813 -0.0625875 0.0137274 -0.03724 -0.00822831 0.0378399 0.00581934 -0.0271599 -0.0467955 0.00495474 -0.0206621 -0.0745994 0.0333511 0.0272357 -0.000417348 -0.0256018 -0.0798006 0.0261303 -0.0934632 0.0398813 -0.0526491 0.000785109 0.0307353 -0.0092624 -0.00861203 -0.0225656 0.0104803
internal_weight=0 14675.2 24125.7 8179.38 1415.66 6495.81 5723.85 22710.1 16531.6 14499.4 12891.7 6351.05 4277.3 2479.41 3640.55 2455.53 2032.2 6178.42 2832.3 563.125 1792.41 736.432 2083.3 679.228 5133.69 8614.39 2279.24 1848.37 662.927 3278.98 3871.63 808.251 1575.18 1545.99 553.058 663.119 543.53 319.951 223.58
internal_count=2864533 1233604 1630929 646706 125685 586898 488932 1505244 1153399 976397 940292 571107 423867 197563 353808 157774 177002 351845 266357 40864 118879 66381 135124 59304 314692 516425 203141 103834 58172 220464 373544 87451 101160 139563 63216 38895 50349 23895 26454
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=16878641 960 15 2 32800 1 1 2 1 48 16777248 1 768 48 1 1 1 1 1 768 1 768 768 1 2 1 15213128 2364168 1 2
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=40
num_cat=28
split_feature=1 2 2 1 11 1 2 0 0 7 0 10 11 10 3 4 5 12 13 11 5 10 2 5 13 0 0 1 12 2 12 0 10 10 3 2 3 0 0
split_gain=3065.82 1334.95 565.419 477.488 155.296 141.867 167.388 124.538 120.819 89.6954 99.0266 71.3029 68.6751 62.8019 54.8971 54.1261 53.6503 46.3398 41.9761 40.7451 40.6184 35.7225 35.0533 30.6799 29.3329 25.5079 24.366 23.415 22.1451 21.909 18.4648 17.7674 17.1334 16.9666 13.8221 13.473 13.3825 13.2989 11.1953
threshold=0 1 2 3 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 8 9 10 1.0000000180025095e-35 11 12 13 14 15 16 17 18 19 20 1.5000000000000002 1.5000000000000002 21 22 23 24 5.5000000000000009 25 26 1.0000000180025095e-35 27 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009
decision_type=1 9 9 1 1 1 9 2 2 1 2 1 1 1 2 1 1 1 1 1 1 1 9 1 1 2 2 1 1 9 1 2 1 1 2 9 2 2 2
left_child=2 5 21 7 11 24 9 23 27 14 20 17 16 18 -7 19 22 26 30 -10 -11 37 -9 32 29 -6 -5 -8 -12 -2 -4 -13 35 -29 -18 -3 -27 -1 -17
right_child=1 3 13 4 25 6 8 12 15 10 28 31 -14 -15 -16 38 34 -19 -20 -21 -22 -23 -24 -25 -26 36 -28 33 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.019506927170518412 0.029592813231956616 0 -0.093036910733316186 -0.070060876118970078 -0.022144983237777131 0.056942055087627591 -0.01291726478846379 0.020436640584765964 0.00020708257592434682 0.012129875867004914 0.023773230838410563 -0.0077112869491767939 0.034937812989821952 0.02477518976579721 0.023296036811154271 -0.035637818298209036 0.02494524140638359 -0.0087422287362176644 0 0.037168828206300984 -0.0088519389966835466 0.048778681129556876 -0.0053901759287291982 -0.045274767641052482 0.041615243181879563 0.031331986331276859 -0.045756109696655972 -0.060384154029523643 0.042882670799033885 0.010475504343285064 0.010776858352440438 0.060439246735635888 0.0092729309505462099 0.0055012737327783121 -0.024332529976937259 -0.025992701132342134 -0.015323093122309443 0.0080619553206191883 0.0024273879134567022
leaf_weight=313.41715252236463 5492.3580896398053 261.04994303476997 4064.1960051747737 2179.9519988709362 210.4936701937113 907.0714076582808 271.96636175527237 1099.68726161425 718.65313063620124 7035.0885812644847 2402.6050874013454 92.129327451810241 667.24566290643997 31.274505006615072 1259.9267624560744 272.77996248705313 31.512938128318638 188.31206289283 50.199547838419676 501.19248450011946 1022.2657396728173 117.50943265715614 927.67180111631751 521.10690131073352 2216.960772252176 228.32502048765309 947.3963251732057 449.78769730206113 1007.7569605195895 820.77191218174994 6.0838383983355007 24.523283141199499 196.00734699843451 28.414585202466697 785.55558720545378 912.81778030144051 51.01562835322693 313.72376112674829 79.774105313816108
leaf_count=20828 315407 15168 424686 180898 15247 48250 19353 110249 51750 536760 121336 7748 69712 2055 73875 20567 2065 16834 4629 50575 126659 2983 97159 31826 94181 21978 64851 34011 35845 73655 701 1231 20545 2330 44474 52484 5126 40760 7203
internal_value=0 0.00841594 -0.0759406 -0.0237021 -0.0500944 0.0206774 0.0150038 -0.00425975 -0.00961034 0.0192345 0.0155562 -0.0576805 0.00681193 -0.0902822 0.0379289 0.00603775 0 -0.0603951 -0.0916181 0.0161611 0.00940778 0.00416413 0.00863994 -0.0247842 0.0311365 0.00178268 -0.0632977 -0.0418883 0.0298319 0.0272791 -0.0927309 0.014003 -0.015972 -0.0547088 -0.0212617 -0.0205625 0.0211819 -0.00552078 -0.0267255
internal_weight=0 33812.2 4896.4 9324.8 3922.15 24487.4 15957.3 5402.66 2322.57 13634.7 11467.7 3432.31 3511.67 4151.75 2167 1572.4 2844.43 3315.66 4120.48 1219.85 8057.35 744.65 2027.36 1890.98 8530.09 489.834 3127.35 750.169 3410.36 6313.13 4070.28 116.653 1369.88 478.202 817.069 1173.87 279.341 627.141 352.554
internal_count=2865994 2369352 496642 757595 313913 1611757 1128514 443682 185789 942725 820600 271562 323659 432071 122125 130095 253947 262583 430016 102325 663419 64571 207408 120023 483243 42351 245749 55694 157181 389062 425387 8979 88197 36341 46539 67652 27104 61588 27770
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=15 17108529 16810017 896 1 768 16777265 12 1 1 1 2 2 1 1 1 2 1 11014344 2 1 128 1 66608 1 1 1 8396864
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=40
num_cat=32
split_feature=1 2 2 1 11 12 4 0 8 10 2 10 10 12 2 12 5 13 2 0 5 10 5 1 0 2 0 12 12 2 7 0 1 10 3 0 2 1 4
split_gain=2698.14 1079 544.093 425.803 138.598 124.008 142.993 105.029 94.5093 110.86 125.284 65.8784 60.799 58.3546 49.5634 45.4181 44.9399 42.379 37.2185 31.417 29.7811 29.1807 26.1782 26.104 22.4106 18.6447 17.8736 17.6754 16.8185 15.708 24.0259 15.6301 15.4277 15.1076 12.9093 11.7892 11.7767 10.9826 10.9743
threshold=0 1 2 3 4 5 6 1.0000000180025095e-35 7 8 9 10 11 12 13 14 15 16 17 4.5000000000000009 18 19 20 21 1.5000000000000002 22 2.5000000000000004 23 24 25 26 5.5000000000000009 27 28 4.5000000000000009 1.5000000000000002 29 30 31
decision_type=1 9 9 1 1 1 1 2 1 1 9 1 1 1 9 1 1 1 9 2 1 1 1 1 2 9 2 1 1 9 1 2 1 1 2 2 9 1 1
left_child=2 5 21 7 11 6 8 20 9 10 -2 15 17 16 33 22 18 27 -9 23 28 35 -5 -7 -6 -11 -16 -4 37 30 -10 -13 -18 34 -8 -1 -21 -3 -25
right_child=1 3 12 4 24 19 14 13 29 25 -12 31 -14 -15 26 -17 32 -19 -20 36 -22 -23 -24 38 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.014638424084033846 0.016979356446506787 0.0017604438286611787 -0.092363098321982542 -0.049271255308736911 -0.021564266984254343 0.035634172755478935 -0.014554311562780609 -0.0068277044760318602 0.056861062462047952 0.038514215673063061 -0.0071621284327218725 -0.0071721792953687155 0.023208677637386359 0.030336047339381424 -0.045850409729227659 -0.0065735549461512889 -0.0021319624569095196 0 0.020145717960963809 0.069619464269599557 -0.043323359935228761 0.043328681615145831 -0.072650857312597322 0.026298204252239367 0.018994555435899577 0.022172052246544328 -0.0034478901890084117 0.0092302490901413122 0.010117448355053566 0.082047522183986851 0.025780948233784698 0.056137196763192024 -0.03142715324632777 0.012933763297737967 0.0085104127661805289 0.012783991611494386 0.035999840277167197 -0.023149726140763865 0.014010150236793799
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leaf_count=39058 486715 12825 425802 128779 14919 105174 89740 92478 5783 49509 389534 7748 2055 77965 29533 16426 17655 4494 102253 15782 31772 2982 117040 98093 27429 92928 13137 736 15949 6859 24958 1231 27769 18274 30972 24633 25100 59075 131219
internal_value=0 0.00757086 -0.0741123 -0.0218255 -0.0475875 0.018327 0.0139592 -0.00362732 0.0171974 0.0144338 0.00750304 -0.0551728 -0.0893754 0.00642009 -0.0101782 -0.0579485 -0.000335726 -0.090822 0.00766396 0.0299208 -0.0228201 0.00380728 -0.0609521 0.0263837 0.00101946 0.0257487 -0.0346647 -0.0920307 -0.0141351 0.0392237 0.0347859 0.0133747 -0.0200887 -0.000591404 -0.00750438 -0.0050726 0.0453724 -0.0189439 0.0203425
internal_weight=0 34039.6 4548.16 9100.1 3733.6 24939.5 18170.3 5366.5 16039.5 14307.6 8920.12 3239.91 3801.48 3524.09 2130.78 3122.48 2761.15 3769.45 1967.51 6769.22 1842.41 746.679 2939.21 5590.16 493.69 5387.51 558.279 3720.34 1340.08 1731.86 1649.57 117.424 793.641 1572.5 1064.42 624.057 1179.06 1134.14 3495.97
internal_count=2864383 2364623 499760 751313 313572 1613310 1237942 437741 1056286 1018686 876249 271224 433087 318120 181656 262245 240155 431032 194731 375368 119621 66673 245819 334486 42348 142437 42670 426538 87849 37600 30741 8979 45424 138986 120712 63691 40882 71900 229312
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
cat_threshold=15 17108529 16810017 896 1 1 2 1 1 16777248 1 1 1 48 1 2 1 1057030 2 1 2 768 3088 1 1 32 12 768 1 2576 512 2
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=40
num_cat=30
split_feature=1 2 2 1 0 11 2 10 12 5 1 4 1 2 10 10 7 13 0 11 1 2 6 13 8 0 11 0 10 3 12 0 3 0 11 4 7 0 8
split_gain=2351.21 885.234 525.761 375.182 136.585 106.384 117.956 102.809 86.2267 76.6031 67.245 66.2992 59.41 61.4843 58.7839 48.6214 44.986 40.9128 39.2798 38.3631 34.0497 30.7614 27.9682 26.3012 26.8811 24.0112 23.882 23.6646 22.8522 18.6011 18.1698 16.5943 15.8429 14.8286 14.2233 14.1651 13.4702 11.1438 10.4688
threshold=0 1 2 3 1.5000000000000002 4 5 6 7 8 9 10 11 12 13 14 15 16 2.5000000000000004 17 18 19 20 21 22 4.5000000000000009 23 3.5000000000000004 24 5.5000000000000009 25 6.5000000000000009 5.5000000000000009 4.5000000000000009 26 27 28 2.5000000000000004 29
decision_type=1 9 9 1 2 1 9 1 1 1 1 1 1 9 1 1 1 1 2 1 1 9 1 1 1 2 1 2 1 2 1 2 2 2 1 1 1 2 1
left_child=2 5 25 8 23 6 12 10 11 22 -8 19 -2 16 17 -15 -14 30 -12 20 -3 -7 28 24 35 36 -11 29 -6 -13 -4 38 -33 34 -10 -5 -1 -21 -23
right_child=1 3 14 4 9 21 7 -9 33 26 18 27 13 15 -16 -17 -18 -19 -20 37 -22 31 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.013818311378829332 0.023412188678788109 0.016639324275747124 -0.091600459745011978 -0.050354577528841586 -0.01416881422928616 0.0038405034536073352 -0.003575595590655966 0.030733322552708105 0.0064286363631672287 -0.054663069501681275 -0.057458543683403945 -0.041660169600510791 0.0082574474322633512 -0.014978998327703894 0.021742547275319199 0.021620548338260038 0.022508682092471394 0 0 0.0082466149537164159 -0.012011878069969426 0.024933837116720724 0.044035739740805054 0.0016971135308465159 0.03937348461687943 0.040785996311871728 0 0.0029499406171692279 0.033448992446554429 -0.0037612674939905238 0.010957693563290027 0.049370379027040751 -0.0013603092653396635 0.048329008884333426 0.035104050958583898 -0.073091084407974488 0.015116643127906863 0.041628527382346431 0.0399815856167198
leaf_weight=426.67993714241311 6129.1980303172022 466.24869588995352 3382.0901003432227 1122.0387725232868 542.69883360841777 526.48390984488651 1028.8519056285731 471.22049171524122 661.38458243967034 455.28118616656866 517.82652718096506 823.12069912138395 5518.5993896056898 1384.0541851685848 32.756705482024699 455.06111156288534 3903.3273964892142 49.809131538495421 160.4727185376687 284.01315669808537 2191.2848286061781 3764.0308436531341 105.54077697475441 56.244993329048157 3.7088392502628258 116.41334332479164 98.036802402930334 168.35413570073433 90.70773116312921 181.19934424082749 6.0244318975601336 701.77938033640385 53.007173937279731 161.66552819055505 235.26909323828295 1096.9069976225728 201.18316401483025 180.09413299709558 734.37259728042409
leaf_count=35573 316867 43278 425153 99079 48254 52269 92819 26667 67217 37608 39518 52954 414819 162677 2055 20850 226897 4518 10812 30875 170035 196656 10026 5100 304 8352 8571 10886 4767 13437 767 26174 2116 14507 23648 100204 17939 19619 20637
internal_value=0 0.00672357 -0.072085 -0.020289 -0.0452188 0.0162621 0.0126853 -0.00905406 -0.00338861 -0.0184448 -0.0206024 -0.0097572 0.0154329 0.0109959 -0.0883553 -0.00553123 0.0142634 -0.0899246 -0.044087 -0.00194909 -0.00672672 0.0282204 0.00246015 -0.0600302 -0.0617272 0.00404037 -0.045568 -0.0297258 -0.00569321 -0.0354199 -0.0912358 0.0305063 0.0455096 0.0217029 0.0151693 -0.0625525 -0.00380451 0.0235484 0.0277053
internal_weight=0 34272.1 4214.96 8923.8 3571.16 25348.3 19568.6 2178.37 5352.63 1292.27 1707.15 4294.31 17390.2 11261 3470.68 1839.12 9421.93 3437.92 678.299 3121.64 2657.53 5779.67 738.947 2278.9 2222.65 744.276 553.318 1172.67 633.407 1004.32 3388.11 5253.19 754.787 1058.32 896.654 2218.95 627.863 464.107 4498.4
internal_count=2864504 2370147 494357 760369 313913 1609778 1311926 169816 446456 109226 143149 341084 1142110 825243 432493 183527 641716 430438 50330 263807 213313 297852 63047 204687 199587 61864 46179 77277 53021 66391 425920 245583 28290 105372 90865 199283 53512 50494 217293
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=15 17108529 16810017 896 1 16843824 1 1 2 896 2 768 16777248 1 1 1 1 1 512 263168 1 1 1 1 1 1 1 2 1 1
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=40
num_cat=30
split_feature=1 2 2 1 0 13 2 0 1 0 5 10 10 11 13 4 6 2 5 0 11 12 0 8 5 1 7 10 11 0 8 10 12 11 13 0 0 2 3
split_gain=2066.57 710.885 497.598 325.822 125.347 89.0933 116.088 116.405 95.7788 83.0335 65.7471 63.0876 56.8173 41.3784 39.759 39.3165 38.336 33.9871 31.9321 29.779 28.6064 26.6055 24.8015 24.3507 24.1343 24.0946 31.9422 23.0777 22.406 19.68 18.6487 17.7005 17.4119 13.961 13.0113 11.7517 16.9987 11.4562 11.3175
threshold=0 1 2 3 1.5000000000000002 4 5 1.5000000000000002 6 1.0000000180025095e-35 7 8 9 10 11 12 13 14 15 1.5000000000000002 16 17 4.5000000000000009 18 19 20 21 22 23 9.5000000000000018 24 25 26 27 28 22.500000000000004 4.5000000000000009 29 1.0000000180025095e-35
decision_type=1 9 9 1 2 1 9 2 1 2 1 1 1 1 1 1 1 9 1 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 2 2 9 2
left_child=2 5 27 9 20 6 16 8 23 24 21 -10 14 18 32 31 25 19 22 -7 30 29 -11 -8 33 -2 -27 -1 -12 -6 34 -9 -4 37 -5 36 -19 -3 -20
right_child=1 3 12 4 10 17 7 15 11 13 28 -13 -14 -15 -16 -17 -18 35 38 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.005034462720939545 0.018291856448602966 0.0007590212142380878 -0.090802388598967207 -0.062577103628439421 -0.015202707515176665 0.032801696705186463 -0.0026261652937882244 0.012696607360660906 -0.046427546810839423 0.0013176173791949897 -0.052084514619261925 0.020377319911519799 0.020370528663318815 0.026884599919279717 0 -0.014955710820643313 0.038990197265604626 0.033587804038711887 0.024459043842749155 0.013000069644049676 -0.015259725144317752 0.040210836544657312 0.029261710879228089 0.05464296130564833 -0.039597147623915203 0.0037110169100390959 0.018812197194723709 0.037347058832841326 0 0.026182603948035284 0.028132170303135053 0.032662784659379017 0.0095618661544178904 0.012099387816849119 0.0046385917198422449 0 0.064245045194339351 -0.021817081432588249 -0.019699492029410223
leaf_weight=623.74332511937246 8519.840221548453 269.47516637272201 3092.1560813185642 1926.1310608426575 506.14196696178988 1264.4571766683366 1904.4114512401866 1431.5934905541362 958.79591147555038 1691.7119212511461 429.38236600032542 140.69791539991274 33.45037254691124 710.52687981724739 50.169045250862837 345.02002779452596 689.21313778171316 1083.7903933307389 31.748312833253294 2224.3754125169944 191.09243562549818 120.93126330105588 369.84833882399835 47.139478048309684 469.75395489286166 3670.3988844151609 2330.9697618000209 128.55117901135236 96.634824201697484 113.79162433429155 2.7669133942108592 737.37834968790412 6.4816493573598555 163.59002534695901 16.766133182216436 67.6167276147753 312.16324667318258 883.10302829788998 738.81007110851351
leaf_count=59217 397188 16063 425992 188252 38250 49814 199507 176811 64597 171974 36572 8594 2055 71116 4461 27703 31420 91248 2370 55185 14108 15376 37531 4226 31686 300357 145971 2982 8500 8891 215 29916 788 16025 1176 6046 21604 55773 44608
internal_value=0 0.00603491 -0.0701114 -0.0185482 -0.0425424 0.0144061 0.011483 -0.00083508 -0.0139543 -0.00296323 -0.0168532 -0.0369717 -0.0872964 0.00583397 -0.0889906 0.0149424 0.0159924 0.0264941 0.000221494 0.0204225 -0.0573872 0.00218339 0.00682209 -0.000283676 -0.0204034 0.0148131 0.00971179 0.00294105 -0.0428759 -0.00628675 -0.0610783 0.0199739 -0.0904069 -0.0126004 -0.0617833 0.0396637 0.0418612 -0.0165778 -0.016657
internal_weight=0 34460.1 3934.55 8732.21 3403.64 25727.9 20775.5 5565.04 3051.04 5328.57 1266.88 1099.49 3182.26 3542.65 3148.81 2513.99 15210.4 4952.4 2832.12 3488.83 2136.76 740.865 2061.56 1951.55 1785.92 14521.2 6001.37 752.295 526.017 619.934 1945.66 2168.97 3098.64 1316.17 1942.9 1463.57 1395.95 1152.58 770.558
internal_count=2864168 2368673 495495 758486 311340 1610187 1386290 511354 276924 447146 107589 73191 433296 327599 431241 234430 874936 223897 256483 104999 203751 62517 209505 203733 119547 843516 446328 62199 45072 47141 189643 206727 426780 87861 189428 118898 112852 71836 46978
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=15 17108529 16810017 896 1 16777248 896 2 1 1 1 1 2 1 262176 2 1 1 1 2 896 1 1 1 1 1 1 1 1 8396864
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=40
num_cat=30
split_feature=1 2 2 1 0 12 4 8 0 7 10 0 5 10 10 13 2 12 1 5 11 6 2 0 2 11 10 12 8 2 0 5 13 8 3 13 3 0 0
split_gain=1794.42 586.951 476.333 282.306 114.253 79.0376 101.468 70.6994 72.6945 63.576 85.365 69.7372 59.0656 54.8153 40.276 38.8316 32.8967 28.8233 28.6391 27.8712 25.5982 22.8307 22.0589 21.3491 20.6817 20.0397 18.7893 17.428 17.4097 16.6779 15.4878 14.5623 14.2376 14.0101 13.0815 12.6347 12.3629 13.4717 11.7272
threshold=0 1 2 3 1.5000000000000002 4 5 6 1.5000000000000002 7 8 1.0000000180025095e-35 9 10 11 12 13 14 15 16 17 18 19 1.0000000180025095e-35 20 21 22 23 24 25 4.5000000000000009 26 27 28 1.5000000000000002 29 2.5000000000000004 1.5000000000000002 4.5000000000000009
decision_type=1 9 9 1 2 1 1 1 2 1 1 2 1 1 1 1 9 1 1 1 1 1 9 2 9 1 1 1 1 9 2 1 1 1 2 1 2 2 2
left_child=2 5 23 7 20 6 9 8 14 10 11 -2 21 15 17 27 36 -3 24 33 28 26 -7 -1 -10 -14 -6 -4 35 -20 -12 -25 38 -11 -21 -5 37 -8 -18
right_child=1 3 13 4 12 22 16 -9 18 19 30 -13 25 -15 -16 -17 32 -19 29 34 -22 -23 -24 31 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.01485962143146086 -0.01270133046494939 -0.024200293645476059 -0.089901035876808574 -0.0602149558758589 -0.013186805361270685 0.018720217152484942 -0.030703794807824772 0.096894136945705089 -0.00071647847376382927 0.018906459569333737 0.015145782163644931 0.0085470662227235261 -0.050011727985076221 0.019086664936928299 0.012306664750041362 0 -0.044733766506032287 0.0047287907363658425 0.01015411899744024 -0.020692516559354193 -0.01483131914669393 0.038980702874219925 0.033905727443244826 0.026103959872766015 0.025450114593044543 0 0.029479855163062219 0.01017403205704439 0.026624663844787868 -0.015105925076507008 0.032187689792074987 -0.016393778818123605 0.0012564423585171331 0.032653060632957441 0.013539877147462843 0.0054915951398787658 0.0018381286609017518 0.0029525407784357087 0
leaf_weight=329.06864072091412 2592.9148647394031 2112.5495564894518 2818.2086102219764 1810.8520538265584 536.24312407884281 5857.226975238882 256.40848171245307 39.869178950786591 404.81132903508842 5090.9027663617162 3174.3811330199242 3725.7356684578117 410.49717914219946 34.113066521473229 433.6779390508309 50.209708828479052 389.61912439239677 379.98695125896484 412.7275954161305 219.52602551516611 189.99842352117412 110.40505552827381 1334.953690579161 351.25575443555135 976.37453577364795 97.391289527760819 94.280189716257155 6.2793232528492799 3.1554291341453782 564.17942039086483 718.45420148037374 71.064007787732407 87.839528646087274 1034.8486340292729 165.40779660677072 16.387986853718758 1187.9778906404972 169.57642451650463 53.997925147996284
leaf_count=21828 283918 129475 425107 188316 48086 266958 32628 3805 46983 314489 85746 305277 36549 2055 41363 4403 28735 37415 34756 19076 14048 10138 108155 29039 113813 8490 4767 796 224 42169 11888 11192 10083 17551 15203 1139 91494 14296 3556
internal_value=0 0.00535679 -0.0678996 -0.0172398 -0.0401973 0.0128347 0.00938564 -0.00289268 -0.00425018 0.0120212 0.00699507 -0.000143966 -0.0156778 -0.0861032 -0.0147504 -0.0879354 -0.0109014 -0.0196673 0.00867576 0.0197493 -0.0549515 0.00216611 0.0217824 0.0029819 0.0177656 -0.0409358 -0.00530364 -0.0894689 -0.0586485 -0.00415932 0.0185896 0.0176766 -0.0315849 0.0214253 -0.00534428 -0.0593849 -0.00324419 -0.0173352 -0.0390557
internal_weight=0 34653.2 3660.2 8593.39 3269.21 26059.8 18867.6 5324.18 5284.31 16722.2 10211.5 6318.65 1248.82 2908.81 2926.21 2874.7 2145.42 2492.54 2358.09 6510.69 2020.39 740.928 7192.18 751.388 1381.19 507.888 630.523 2824.49 1830.4 976.907 3892.84 422.32 531.457 6125.75 384.934 1827.24 1613.96 425.985 443.617
internal_count=2865009 2370589 494420 761536 311757 1609053 1233940 449779 445974 1053148 686829 589195 108030 432361 208253 430306 180792 166890 237721 366319 203727 62991 375113 62059 160796 45039 52853 425903 189679 76925 97634 40231 42374 332040 34279 189455 138418 46924 32291
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=15 17108529 16810017 896 1 2 1 1 1 2 1 1 1 48 1 768 2 1 1 262176 1056774 1 1 1 1 2097228 2 1 1 1
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=40
num_cat=32
split_feature=1 2 2 1 0 11 2 1 12 10 0 12 10 1 13 1 6 2 6 11 2 13 4 5 12 0 12 5 1 10 2 2 0 10 0 0 13 0 2
split_gain=1560.41 476.326 453.204 223.654 96.1211 76.3562 87.1701 91.6138 60.7903 52.8306 51.6268 50.7005 49.288 50.1181 38.827 37.6755 42.1233 44.7567 35.0037 29.2191 25.7073 24.1055 21.6013 21.0815 18.7932 17.4405 16.9843 16.3267 14.4617 13.1127 12.8568 12.8196 12.9963 28.9378 11.3833 10.9888 10.1421 10.0984 9.86107
threshold=0 1 2 3 1.5000000000000002 4 5 6 7 8 2.5000000000000004 9 10 11 12 13 14 15 16 17 18 19 20 21 22 2.5000000000000004 23 24 25 26 27 28 1.5000000000000002 29 2.5000000000000004 4.5000000000000009 30 3.5000000000000004 31
decision_type=1 9 9 1 2 1 9 1 1 1 2 1 1 1 1 1 1 9 1 1 9 1 1 1 1 2 1 1 1 1 9 9 2 1 2 2 1 2 9
left_child=2 5 25 8 22 6 15 21 12 14 29 18 13 30 26 -2 17 -17 23 -15 31 34 24 -6 28 -1 -4 -12 -5 -9 -3 32 -7 -34 -8 -22 -24 -20 -10
right_child=1 3 9 4 11 20 7 10 38 -11 27 -13 -14 19 -16 16 -18 -19 37 -21 35 -23 36 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.0065969054159656475 0.01680833261430717 0.039987802413723655 -0.088943776172986933 -0.019640037441110259 -0.014391921030239048 0.02607029568647708 -0.0065887307727212742 -0.052530159995397008 0.029444592699101192 0.017885317144488936 0.025944771232957971 0.031665414980684585 0.015746886617449156 -0.0229277903944143 0 0.0083679005733773761 0.031083609144965621 -0.0089588962924406525 -0.0084932361820101703 0.0049325794307337502 0.025959019590358186 0.028924033507774973 -0.066859773658421467 -0.047094806810909377 0.0070119792673403701 0.025055492219259665 0.009661085870924813 -0.022397794575672203 -0.05377820653794621 0 0.0026331068848072371 0.001396419111487074 0.027674594295700475 0.0053063522908715442 0.012401060046541934 0.049074038356706116 0 0.04262447913322906 0.0078512654451306785
leaf_weight=533.68277613946702 6451.2738484144211 123.16949977749027 2575.1296006367775 327.57991832110565 498.84761994692963 1600.7634812504984 1053.73387562891 599.96968499937793 408.53752678260207 34.745425351895392 132.65728210483212 163.88044232968241 623.74594853678718 2495.2250969792949 49.276355863548815 9240.4939296022058 669.04385351424571 1727.6553220852511 36.490819167345762 411.20743438461795 1119.2394195714733 297.34912396757863 874.69687994802371 405.06074783625081 64.122797378106043 218.70758409006521 6.4481254690326741 89.44891342788469 497.33426406607032 42.066576619166881 285.14994409307837 539.59368959313724 924.9365627290681 1627.1017625732347 412.27267980691977 378.02129947487265 18.29056596045848 67.148664910928346 609.79654421377927
leaf_count=45872 316953 10911 424975 29332 38251 70921 73699 53535 37038 2055 8344 20434 47379 191058 4361 615766 36808 169780 3060 44568 93949 27839 96269 35829 3982 16101 800 6082 58395 3006 27472 52018 41243 20833 39409 26699 1534 5324 62543
internal_value=0 0.00477244 -0.0656541 -0.0167294 -0.0383391 0.0111206 0.00816787 -0.00870024 -0.00358976 -0.0848404 -0.0346409 -0.0153024 -0.00928465 -0.0141836 -0.086815 0.0106439 0.00715504 0.00559385 -0.0239257 -0.0188097 0.0208855 0.00433219 -0.0530244 -0.0304101 -0.0385797 0.00279273 -0.0884745 0.00493726 -0.0425963 -0.0489037 0.0171327 0.0167874 0.0186832 0.0137568 -0.000906267 0.0326271 -0.0653587 0.0245151 0.0177508
internal_weight=0 34815.9 3417.99 7910.28 2953.45 26905.6 20716 2627.5 4956.83 2665.6 864.142 1171.43 3938.5 3314.75 2630.85 18088.5 11637.2 10968.1 1007.55 2906.43 6189.66 1763.36 1782.02 903.908 889.037 752.39 2581.58 222.106 824.914 642.036 408.319 4692.4 4152.8 2552.04 1466.01 1497.26 892.987 103.639 1018.33
internal_count=2864427 2370263 494164 713379 292410 1656884 1351221 211914 420969 432191 70967 102898 321388 274009 430136 1139307 822354 785546 82464 235626 305663 140947 189512 74080 91709 61973 425775 14426 87727 56541 38383 185015 132997 62076 113108 120648 97803 8384 99581
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
cat_threshold=15 17108537 16810017 896 1 16843824 896 1 1 1 1 512 1 768 1 16777248 1 1 263200 1 2 2 1 1 2 64 1 8917060 32 1 1 8392772
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=40
num_cat=31
split_feature=1 2 2 1 0 0 5 7 3 8 10 10 5 0 13 6 1 12 5 2 2 2 0 0 8 8 3 10 0 11 12 10 2 1 13 4 5 2 7
split_gain=1363.48 425.121 387.02 192.994 88.9577 70.8604 93.8195 58.7677 72.2931 57.3695 53.488 48.9777 42.7033 40.4856 37.1634 33.3666 30.2361 29.6498 28.6838 35.6329 25.1485 23.5201 21.6312 21.4539 20.7551 20.2419 19.0499 18.6242 18.5835 16.6507 16.6014 16.0367 15.573 16.3769 14.8052 13.8838 13.7512 14.4235 13.3071
threshold=0 1 2 3 1.5000000000000002 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6 7 8 9 2.5000000000000004 10 11 12 13 14 15 16 17 5.5000000000000009 4.5000000000000009 18 19 1.0000000180025095e-35 20 7.5000000000000009 21 22 23 24 25 26 27 28 29 30
decision_type=1 9 9 1 2 2 1 1 2 1 1 1 1 2 1 1 1 1 1 9 9 9 2 2 1 1 2 1 2 1 1 1 9 1 1 1 1 9 1
left_child=1 31 5 9 24 6 7 8 25 11 14 13 28 17 30 16 36 -4 23 -20 -10 -8 -17 -18 27 -2 -15 35 -6 -14 -3 -1 38 -34 -23 -5 -7 -38 -9
right_child=2 10 3 4 12 15 21 32 20 -11 -12 -13 29 26 -16 22 18 -19 19 -21 -22 34 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 37 -39 -40
leaf_value=-0.0045377815082562585 -0.018697638662563184 -0.087897933059168182 -0.020570336531516853 -0.040224764165537663 -0.0078790827265530199 0.016015599578339305 -0.011282777387421497 0.028735944076072741 0.013770572853783247 0.085532986860531235 0.017955195215428741 0.015103794346077956 -0.045974979715321926 0.030677390747213859 0 0.017715309031986346 0.0079420277009304065 0.0061879379388663754 0.0084824415792549412 -0.020868607831682609 -0.0071321848101905854 -0.053231869065225083 0.047671825469222759 0.019559144722611072 0.035394759147489553 0.012754017973861885 -0.00028684569598566746 0.0020969498089464913 0.027123513460676187 0 0.0093514075943156028 0.030274542158777507 0.020712478235341208 -0.022188800768383671 0.0050115492898383631 -0.064957251727295703 0.044536051251284625 0.0051362832238259111 0.013098610541745732
leaf_weight=619.22189254278783 1795.1414180932334 2360.8507480019471 2337.9988919510506 802.96761219884502 512.74255323654506 6286.362388176145 529.9241515409667 1008.4418749377364 2411.842300571152 41.413909107446671 36.374500914476812 965.47656206274405 357.50788125349209 222.26371363643557 49.958485153038055 746.5171638171887 6334.6787062856602 467.89463984873146 986.83038610639051 647.99992723320611 706.78010244155303 333.67646363604581 431.59292912471574 2226.0862284241011 3.9578724161256096 197.68321278877556 847.27426472050138 48.921452984213829 179.05736878595781 93.545874835224822 6.5505683401133856 134.5809519495815 109.18610590626486 174.93635193235241 33.584923165850341 809.03727527603041 343.51604815665632 175.97207058616914 1778.3830703240819
leaf_count=57820 197654 425344 177193 85703 44882 273202 76880 53106 137272 3940 2190 68689 34755 30164 4437 39577 346841 51356 92701 55335 70446 27717 18652 89551 334 4782 86255 6259 14854 7535 801 2848 8738 14367 3448 94011 28246 14943 112251
internal_value=0 -0.0634305 0.00430384 -0.0154413 -0.0361563 0.0098996 0.00263584 0.00606184 -0.000482361 -0.00327055 -0.0834209 -0.00462069 -0.013918 -0.0096897 -0.0856112 0.013506 0.0123054 -0.0159842 0.00872719 -0.00321208 0.00893632 -0.0274711 0.0298493 0.0110555 -0.0509416 -0.0152865 0.00653652 -0.051949 0.00151573 -0.0368312 -0.0873901 0.00218768 0.0168975 -0.00425508 -0.0460159 -0.0537803 0.0175216 0.0336487 0.0191898
internal_weight=0 3207.54 34949.2 7690.06 2807.74 27259.1 9079.58 8182.39 5111.45 4882.32 2453.73 4840.91 1142.85 3875.43 2417.36 18179.6 17001.4 2805.89 10195.6 1634.83 3118.62 897.186 1178.11 8560.76 1664.88 1992.82 1069.54 1660.93 691.8 451.054 2367.4 753.803 3070.95 284.122 367.261 1612 6805.85 519.488 2786.82
internal_count=2865079 493440 2371639 705930 288333 1665709 706661 598616 410154 417597 432772 413657 102026 344968 430582 959048 900819 228549 584428 148036 207718 108045 58229 436392 186307 202436 116419 185973 59736 42290 426145 60668 188462 23105 31165 179714 316391 43189 165357
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
cat_threshold=15 32800 17112633 896 2 1 1 1 1 2 1 1 768 1 2 33 7201 17104929 1 1 1 1 1 1 262192 768 1 2 2 267304 12
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=40
num_cat=28
split_feature=1 2 2 1 5 10 11 0 0 6 1 13 4 2 0 1 12 3 11 2 2 6 2 0 10 0 13 1 2 7 10 12 0 2 13 0 0 0 3
split_gain=1178.4 407.008 319.654 164.524 78.0639 82.999 71.8383 54.7422 52.1351 44.0654 44.4944 40.8958 37.8185 37.115 38.889 30.4765 28.5765 25.2367 24.036 23.5724 22.125 21.5701 21.3052 20.5177 18.4693 17.5084 17.0789 15.9555 15.5935 15.0534 14.915 14.3772 17.4207 14.1306 12.5121 12.0981 11.4765 10.5308 10.5121
threshold=0 1 2 3 4 5 6 3.5000000000000004 1.0000000180025095e-35 7 8 9 10 11 1.5000000000000002 12 13 1.0000000180025095e-35 14 15 16 17 18 3.5000000000000004 19 10.500000000000002 20 21 22 23 24 25 2.5000000000000004 26 27 1.0000000180025095e-35 9.5000000000000018 32.500000000000007 2.5000000000000004
decision_type=1 9 9 1 1 1 1 2 2 1 1 1 1 9 2 1 1 2 1 9 9 1 9 2 1 2 1 1 9 1 1 1 2 9 1 2 2 2 2
left_child=1 29 4 11 9 8 12 -3 22 10 13 15 16 17 -15 23 24 -2 27 -7 25 30 -6 33 -5 -10 -22 -12 -20 -1 -9 32 -17 -4 -24 -31 -11 -38 -8
right_child=2 7 3 6 5 19 38 21 20 36 18 -13 -14 14 -16 31 -18 -19 28 -21 26 -23 34 -25 -26 -27 -28 -29 -30 35 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.041510182558327752 -0.0039516154643320436 -0.08823080618186549 0.0061780487953321181 -0.038132881609759701 -0.013806551214342603 0.043102614992083781 0.016967934007451575 -0.05053780431218307 0.0089614883721952487 0.022117030220286035 0.017756606579420717 0.017444909278974612 -0.060873812552010867 -0.038095355387109286 0.0059695057327029764 -0.029728851850795296 0.014750899515768133 0.014217102127418264 0.032156062061398698 0 -0.022688353547974771 0.020019435026047343 -0.053439243260475999 0.019750024067203463 0.012286691192055707 -0.030674967130238026 0.01314615099926887 0.0079747741049272826 0.014874758289039496 -0.016285433363870058 0.022950669434896841 0.0014065356712118647 -0.0031134956229250318 -0.011709398900924933 0.00292202357210938 0.0089229581597685455 0.059124621658781129 0.0029637547855800341 -0.012969293168116286
leaf_weight=48.784171719336882 1576.8321623589145 1994.9399708986748 669.69649100978859 1115.2582224015496 465.78010839049239 353.71984512591735 208.19274324260186 208.19006939471001 1149.8801728715189 1153.7534750000923 2012.1407988488209 727.28324087313376 805.42444715404417 445.2959818940144 315.87921974889468 944.023992645205 100.93383418978192 1405.1750181868556 680.21677767951041 178.77181324549019 653.07571977109183 40.612950809183531 391.49297404405661 390.87952400767244 54.657035444397479 91.276238487800583 132.81615623971447 12920.820279563311 3936.280263752793 307.96286149299704 8.0717670274898392 272.74613553937525 374.47883086558431 1092.1197994453833 29.144087480613962 396.94782300910447 181.67633901932277 57.330294959247112 196.19235008035321
leaf_count=2972 144335 387717 56253 116137 73542 15652 17464 38248 116726 58376 95597 73730 98987 34775 30563 66891 10574 73607 48537 10345 53750 5940 34824 41700 4099 7554 16526 742541 150427 21026 371 27813 24032 95229 3271 36837 7086 3066 17132
internal_value=0 -0.0610148 0.00382782 -0.0153016 0.00858078 -0.00542003 -0.0357636 -0.0820801 -0.0121757 0.010555 0.00947649 -0.00366617 -0.0433258 -0.000446025 -0.0196484 -0.0079624 -0.0308264 0.00455143 0.0113839 0.0296873 -0.00301603 -0.0318961 -0.03201 0 -0.035279 0.00511517 -0.0158101 0.00936303 0.017778 0.00250879 -0.044115 -0.0182622 -0.0226295 -0.00478392 -0.0478716 -0.00187168 0.0278017 0.0486014 0.00186029
internal_weight=0 3005.51 35083.2 6951.89 28131.4 3445.96 2480.66 2251.81 2913.47 24685.4 23292.6 4471.23 2076.27 3743.18 761.175 3743.94 1270.85 2982.01 19549.5 532.492 2027.05 256.875 886.417 2152.7 1169.92 1241.16 785.892 14933 4616.5 753.695 216.262 1591.25 1318.5 1761.82 420.637 704.911 1392.76 239.007 404.385
internal_count=2864252 493111 2371141 650041 1721100 332190 264393 432276 306193 1388910 1320382 385648 229797 283280 65338 311918 130810 217942 1037102 25997 194556 44559 111637 193182 120236 124280 70276 838138 198964 60835 38619 118736 90923 151482 38095 57863 68528 10152 34596
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=15 16810017 25501241 896 2 1 1 1 48 1 2 25235488 768 1 1 544 267297 1 17104929 1 1 512 8454169 8 1 1 6815808 1
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=40
num_cat=31
split_feature=1 2 2 1 5 10 5 0 0 0 12 8 1 10 0 2 8 5 2 11 12 4 3 13 6 2 1 2 2 10 0 0 1 10 6 0 10 1 4
split_gain=1019.01 385.225 261.096 147.738 62.6932 67.468 57.5753 55.3919 55.1706 43.562 40.7743 46.3037 39.7593 50.8824 39.4954 36.5276 28.775 26.5417 24.1798 23.6592 23.6343 23.3749 23.3464 22.0004 18.9587 18.8267 18.683 21.4341 18.4459 16.6059 32.5512 16.135 14.6927 14.0256 13.295 12.8769 11.9801 10.8301 10.7805
threshold=0 1 2 3 4 5 6 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 7 8 9 10 2.5000000000000004 11 12 13 14 15 16 17 1.0000000180025095e-35 18 19 20 21 22 23 24 1.5000000000000002 2.5000000000000004 25 26 27 10.500000000000002 28 29 30
decision_type=1 9 9 1 1 1 1 2 2 2 1 1 1 1 2 9 1 1 9 1 1 1 2 1 1 9 1 9 9 1 2 2 1 1 1 2 1 1 1
left_child=1 34 4 14 10 9 7 16 36 25 11 12 13 -2 20 22 23 35 29 32 -4 -14 -13 -5 33 -6 -11 -28 38 31 -31 -12 -8 -10 -1 -16 -3 -36 -7
right_child=2 8 3 6 5 28 19 -9 24 26 18 15 21 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33 -34 -35 37 -37 -38 -39 -40
leaf_value=-0.0029381137546239246 -0.011838572604637635 -0.087960694876932435 -0.058042285292341636 -0.010036258823773736 -0.012554478113347015 0.051658934186856499 -0.009563438446010375 0.028036885584601823 -0.048468431018781705 0.014774826068148884 0.013166559560264907 0.028706391886482024 0.0085703606230457807 0.019058237404639862 -0.0068913509242240064 0.068261701005189787 0.059292348586411497 -0.043595145501200541 0.028352076757931517 0.0027592680360728058 0.0052813213494733308 -0.0086745223938319189 0.0063987791328087911 0.010834077806313201 0.017919413073844547 -0.045090024780621012 0.00094124735443315522 -0.022235348847801067 0 0.020303487816674431 -0.0021134532053200712 0.031080185148015506 -0.036212992550765176 0.022353874884334275 0.040487117529656461 0.038422887092267911 0 -0.016740352749010489 0.010923166138113493
leaf_weight=639.83901216532104 2426.8403865883593 1804.7878971208702 906.51849147566827 2832.5570525008952 458.63591408682987 226.14370720740408 385.16444230871275 561.70860352646559 198.65615845896536 423.12966062990017 2138.0441609856207 860.96275366842747 12108.810275578988 646.78287741681561 187.97485589643475 119.61259181378409 37.521154720918275 152.04975210304838 1325.1200400507078 264.59556955273729 48.627999345073476 799.64936876087449 1134.1663144920021 574.50686365296133 41.861240974802058 397.44040918606333 1000.3265394018963 599.4309832205181 178.77181324549019 1037.9958534603938 1582.0595225971192 737.27229869505391 839.93288723932346 8.2503314856439811 97.623857144266367 55.715247986488976 19.310564357321709 15.020515050040556 142.30219569196925
leaf_count=52664 247570 385821 122525 250752 73481 7763 23104 52011 38262 40096 126681 13747 733811 15766 16785 8572 3434 15844 98668 22322 4016 52464 22981 60834 5982 37166 99487 53501 10345 25432 19914 27231 74173 371 5989 4980 1396 1411 7889
internal_value=0 -0.0585643 0.00344629 -0.0140111 0.00768781 -0.00490071 -0.00652189 -0.00017019 -0.0805494 -0.0111313 0.00943767 0.00690529 0.00501808 -0.00510248 -0.043201 0.0207582 -0.00505862 -0.0144342 0.0160534 -0.0231087 -0.0544512 0.00745549 0.0163752 -0.00636592 -0.0299168 -0.0296637 -0.00282339 -0.00789066 0.0262339 0.0128211 0.00678364 0.0181366 -0.0288671 -0.041905 0.00262828 0.00544881 -0.0871314 0.0305019 0.0377386
internal_weight=0 2825.35 35190.4 6846.87 28343.5 3426.18 5495.99 4006.29 2072.87 2878.96 24917.3 18096.8 15982.1 3073.62 1350.89 2114.74 3444.59 395.74 6820.49 1489.69 955.146 12908.5 1995.13 3407.06 248.768 856.076 2022.89 1599.76 547.218 5495.37 2620.06 2875.32 1225.1 206.906 752.483 243.69 1824.1 112.644 368.446
internal_count=2865241 491896 2373345 650780 1722565 329728 486630 367031 431832 303731 1392837 1094911 1049611 263336 164150 45300 315020 37609 297926 119599 126541 786275 36728 311586 44615 110647 193084 152988 25997 199258 45346 153912 97277 38633 60064 21765 387217 7400 15652
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
cat_threshold=15 16810017 25501241 48 2 1 2 1 1 48 1 33 1 2 266280 1 1 2 1 1 17104929 768 17040417 544 1 768 1 1 1 12 2
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=40
num_cat=28
split_feature=1 2 2 1 0 0 5 0 2 7 3 10 2 1 6 2 1 12 3 0 5 2 4 3 1 1 12 13 0 2 0 3 7 5 3 10 10 7 13
split_gain=888.011 354.81 213.707 129.037 56.8348 53.7671 65.5962 52.3554 49.6878 38.5886 64.9097 37.3033 36.7851 35.6442 32.0133 31.9838 30.5769 28.0277 26.8008 26.1629 22.5062 21.4485 21.1851 23.1338 20.1886 18.386 17.0355 15.8716 14.5733 14.2958 13.3736 18.072 19.3927 17.3869 11.8765 11.6421 11.0673 10.5356 10.0348
threshold=0 1 2 3 3.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 6 1.0000000180025095e-35 7 8 9 10 11 12 13 5.5000000000000009 24.500000000000004 14 15 16 3.5000000000000004 17 18 19 20 4.5000000000000009 21 4.5000000000000009 1.0000000180025095e-35 22 23 1.0000000180025095e-35 24 25 26 27
decision_type=1 9 9 1 2 2 1 2 9 1 2 1 9 1 1 9 1 1 2 2 1 9 1 2 1 1 1 1 2 9 2 2 1 1 2 1 1 1 1
left_child=1 30 5 11 35 6 9 24 22 10 13 14 -6 -2 26 -12 -10 20 37 21 28 -7 25 -24 -5 -8 27 -4 -9 -19 31 32 -1 -33 -21 -3 -22 -11 -18
right_child=2 4 3 7 12 19 8 17 16 18 15 -13 -14 -15 -16 -17 38 29 -20 34 36 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.033583052712480771 -0.023394484222437256 -0.08687854404179185 -0.054657458070235747 -0.0067853787633004653 0.030422537565136788 0.01233539945008183 0.038353911787716216 -0.0024941658663513435 -0.009785546935557915 0.018997811572001044 0.011836772522120783 0.023303000232839627 -0.04614587271967753 -0.0016946536036446175 0.003170319150038898 -0.0027837759657411438 -0.053354571290395982 0.032779597227269447 -0.013461277795238483 0.015544090964001153 -0.021308688765620379 0.026020994877259819 -0.01905007000819936 0.010883499486217188 -0.02883388003615572 0.0019397283188810135 0 0.010613514842516863 0.017871624924043355 0.0050549152863867191 0.027615602615315694 0.029112306590923329 0.011190041400124641 -0.018437266194798792 -0.021996305438230258 0 0.017504014769126542 0.010339954170605658 0
leaf_weight=239.04794206167571 981.55391169484938 1654.8132693820517 1041.6317214932642 832.53410520381294 52.604077863274142 4453.7825576023897 175.74850803613663 1587.0421548252925 528.71532011183444 2545.901636734081 6030.7955163122388 61.529473925940692 185.784548859403 3109.0679043043638 110.23111714061815 1932.9259489346296 375.67477293149568 307.27713571768254 350.20499084284529 86.423093900200911 727.71260497806361 1726.7355482118437 689.19759551109746 364.88836751005147 1010.7589058300946 469.54818367562257 59.443288692040369 21.469862323254347 414.96235496154986 528.86498416913673 130.08933149557561 192.69021370331757 114.9614061054308 84.685806690715253 249.23732909071259 19.310564357321709 50.372450822032988 4423.8988395766355 42.7528696868103
leaf_count=14877 114473 385761 138082 57752 8375 123542 12883 151710 41382 127791 269795 4412 35768 222826 12427 175074 37949 30138 18463 3835 50848 135617 89482 37805 90868 46673 6589 2002 42897 56757 8349 17624 9093 9237 15496 1396 5472 247266 4111
internal_value=0 -0.0562584 0.00309705 -0.0128347 -0.0789429 0.00689077 0.00450076 -0.00590574 -0.0101439 0.00652926 0.00299571 -0.0407836 -0.027206 -0.00716768 -0.0450204 0.00826479 -0.0279702 0.00102549 0.0122507 0.0148747 -0.00374365 0.0163762 9.20942e-05 -0.00839693 -0.019494 0.0141615 -0.0499722 -0.0528097 0.00178101 0.0168092 0.00143765 -0.00448865 -0.019107 0.0132363 -0.011028 -0.0859886 -0.0178682 0.0136551 -0.0474348
internal_weight=0 2673.99 35290.9 6753.83 1912.51 28537.1 22020.9 5459.52 2646.53 19374.3 12054.3 1294.31 238.389 4090.62 1232.78 7963.72 947.143 3616.23 7320.01 6516.18 2780.09 6180.52 1699.38 1054.09 1843.29 645.297 1122.54 1063.1 2002 836.142 761.475 631.385 354.009 277.376 335.66 1674.12 778.085 6969.8 418.428
internal_count=2864897 490480 2374417 649954 431300 1724463 1445973 486442 270285 1175688 782168 163512 44143 337299 159100 444869 83442 337822 393520 278490 250927 259159 186843 127287 148620 59556 146673 140084 194607 86895 59180 50831 23970 26861 19331 387157 56320 375057 42060
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=15 16810017 25501241 48 2 17105953 1 1 1377432 48 1 7201 896 1 2 8716321 2 768 768 1 1 1572932 1 2 1 1 12 1
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=40
num_cat=27
split_feature=1 2 2 1 11 0 13 2 0 1 3 10 4 2 8 10 8 2 0 1 10 12 10 0 7 1 3 0 0 1 7 7 3 5 10 0 3 1 0
split_gain=765.775 332.779 177.298 119.994 63.6318 56.477 49.4015 57.0798 75.0681 63.0946 41.9858 34.3427 34.2656 32.288 31.8865 30.7483 40.4495 27.4873 24.3987 24.376 24.3723 21.5016 20.6829 18.3742 17.1092 15.2714 14.4729 14.1547 13.1536 13.0558 12.6193 11.7919 17.7556 21.0222 11.2763 10.5139 9.55964 8.76505 8.73053
threshold=0 1 2 3 4 3.5000000000000004 5 6 1.5000000000000002 7 1.0000000180025095e-35 8 9 10 11 12 13 14 9.5000000000000018 15 16 17 18 1.5000000000000002 19 20 1.5000000000000002 7.5000000000000009 24.500000000000004 21 22 23 1.0000000180025095e-35 24 25 13.500000000000002 2.5000000000000004 26 1.5000000000000002
decision_type=1 9 9 1 1 2 1 9 2 1 2 1 1 9 1 1 1 9 2 1 1 1 1 2 1 1 2 2 2 1 1 1 2 1 1 2 2 1 2
left_child=1 31 6 15 12 34 7 18 9 11 27 -9 22 -7 -11 16 19 23 24 38 -12 -21 25 -8 26 -5 -2 -10 -25 -26 -17 -1 35 -34 -3 37 -6 -33 -4
right_child=2 5 3 4 36 13 17 8 10 14 20 -13 -14 -15 -16 30 -18 -19 -20 21 -22 -23 -24 28 29 -27 -28 -29 -30 -31 -32 32 33 -35 -36 -37 -38 -39 -40
leaf_value=0.035343463720643488 0.020619778067341107 -0.085688297031190852 0 -0.01969884880821924 0.017381427715538064 0.027401217144987885 0.019385464250686241 -0.049440935759388197 0.019708085456392577 -0.0089121692191478259 -0.0062067049254714872 0.021371150887755905 -0.055438542084659315 -0.044051860853103017 0.05112831031533132 0.019615487148216211 0.075295485396067341 0.028158739917587078 0.026815162499886899 -0.014856174548967175 0.015157160150058004 0.0059025688940010472 0.015786772475350434 0.0072948047477187708 0.015467500220068896 -0.049389005923898562 0.0039463254172590291 0.059874479839537698 -0.021532294436944398 0.0041198020439709151 -0.0029136178138940779 0.018232567550833235 0.029300736099220254 -0.020132656800279754 0 0.029980921150391096 -0.010026569463541142 -0.02539431020842018 0.026918157664252675
leaf_weight=52.476781684905291 1461.5516910483129 1515.7419968429604 282.98724352801219 822.56625416921452 227.57253424811643 54.78979681013152 1563.9623009036295 575.25773745763581 625.35275451501366 2705.0811772760353 1571.2102802178124 54.081478132866323 706.23668973561144 177.39067337999586 60.603577670175582 733.51019655447453 29.216381853213534 1212.2212807143806 605.53309490857646 2608.2001700255787 768.79134540585801 574.89336254238151 83.513682279270142 2579.9595521450974 1105.470416593831 291.35060033737682 902.62304583005607 104.65508750802837 135.22627353994176 12250.646903770277 327.73408600594848 18.255901023279876 231.74314842373133 95.74916621716693 19.310564357321709 13.405476194340734 211.88030186854303 348.86172886099666 200.58992065885104
leaf_count=2980 55418 385478 19958 85885 20022 8718 63970 54814 64264 259201 174414 3404 98776 35476 4844 49870 3677 85622 16086 226938 28967 68514 5844 71351 34909 41680 44495 9498 6405 721785 23108 1488 21013 10633 1396 940 19196 24421 28868
internal_value=0 -0.053782 0.00277107 -0.0113009 -0.0296371 -0.0772408 0.00632539 0.00424642 -0.0036623 -0.0138892 0.00756363 -0.0415747 -0.0375869 -0.0254752 -0.00692989 -0.002035 -0.00640478 0.0148409 0.00739531 -0.0077427 0.000788678 -0.0109594 -0.025716 0.0107385 0.00658327 -0.0294223 0.0144482 0.0279973 0.00553021 0.00512481 0.0126473 0.00149242 -0.00237132 0.013532 -0.0847339 -0.0168356 0.00373147 -0.0214363 0.0122254
internal_weight=0 2527.73 35382.5 7100.25 2343.12 1767.23 28282.2 22790.9 6465.03 3395.02 3070.01 629.339 1903.67 232.18 2765.68 4757.13 3695.89 5491.37 16325.8 3666.67 2340 3183.09 1197.43 4279.15 15720.3 1113.92 2364.17 730.008 2715.19 13356.1 1061.24 760.492 708.015 327.492 1535.05 380.523 439.453 367.118 483.577
internal_count=2884326 492543 2391783 692336 271403 431068 1699447 1472099 599406 322263 277143 58218 232185 44194 264045 420933 347955 227348 872693 344278 203381 295452 133409 141726 856607 127565 99913 73762 77756 756694 72978 61475 58495 31646 386874 26849 39218 25909 48826
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=15 16810017 26287673 896 1 1 16777248 48 1 2 1377432 1 1 1 1050656 512 1 1 1 12 96 512 1 8 2 1 1
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=40
num_cat=29
split_feature=1 2 5 2 2 1 0 0 0 12 10 13 2 1 12 7 1 4 1 0 0 0 2 0 2 10 10 0 1 3 0 4 7 2 11 12 10 5 13
split_gain=658.444 311.549 151.248 110.268 73.2102 71.1314 55.1481 42.9753 42.9265 35.9052 35.669 34.6826 31.1159 30.7037 28.1867 37.9487 45.6738 30.1218 23.4425 16.9041 15.6466 22.277 15.1306 14.7184 13.9188 14.9864 13.7991 11.9829 11.3198 10.9495 10.4303 10.2376 11.2593 9.88953 9.66134 8.62098 8.46613 8.4174 8.31036
threshold=0 1 2 3 4 5 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 6 7 8 9 10 11 12 13 14 15 1.5000000000000002 1.5000000000000002 9.5000000000000018 16 44.500000000000007 17 18 19 4.5000000000000009 20 4.5000000000000009 1.0000000180025095e-35 21 22 23 24 25 26 27 28
decision_type=1 9 1 9 9 1 2 2 2 1 1 1 9 1 1 1 1 1 1 2 2 2 9 2 9 1 1 2 1 2 2 1 1 9 1 1 1 1 1
left_child=1 30 4 10 8 11 26 14 13 18 20 -5 -8 34 15 16 -6 -17 -7 -20 29 -22 -9 28 -16 -26 35 38 -24 -4 -1 32 -12 -11 36 -3 -2 -32 -10
right_child=2 6 3 5 7 9 12 22 27 33 31 -13 -14 -15 24 17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 37 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.011068558339068685 -0.019346984207830317 -0.086134545881774688 -0.014452286357344652 -0.058329965875158568 -0.014171592172098381 -0.0042948242948050754 0.016990658394856955 0.013441272656099824 -0.0070650205283027973 0.020377886439465382 0 0.011991687838257646 -0.047536137000966053 -0.043969858916040563 0.021184591460512398 0.011230392392241779 0.002896155207755045 -0.014335588706089206 -0.038995974623700913 -0.014420194173626586 0.016045381260724381 -0.028976047871117364 0.0094485208105150233 -0.011768321709615875 0.013904980223097028 0.0030121036461722515 0 0.012937069333870135 0.043497620451005442 0.013142727558103681 0.017915412350368459 0.0055941330146460806 0.051210653862440461 -0.0097479162279523867 0.011357587420072682 0.0015724894801182169 0.0065121114240551288 -0.014126395792433853 0.008603030263777546
leaf_weight=311.55165390647016 655.9621403523488 1328.6558316263836 862.5978234729846 689.81409343722044 1867.3028345870553 634.61245857994072 77.707318304630462 1738.1037205372704 1518.8850268300739 273.25947465887293 65.180095943622291 59.845113105489872 214.62922892012284 406.93335349974222 1207.2632193260361 6373.1750995711191 8762.1572279162938 461.27944189641858 749.75013039418263 599.39794977905694 637.06376458064187 99.504912085249089 199.71173477033153 47.424868674599566 2810.7416936438531 2462.9080242994241 16.811383191496134 534.26846265955828 505.19991370453499 135.83561350917444 374.27250238810666 155.43753263913095 188.3700675778091 124.74742433358915 133.60082996299025 3.4629920391598707 120.0976048996672 68.416607272578403 391.29351316904649
leaf_count=21871 41528 368861 116187 93811 183618 41499 13636 44002 155835 26255 2095 5824 47185 53283 94206 346105 537794 31039 75826 47026 59935 8198 16895 4177 158707 44583 1345 48129 37453 15425 28910 8527 6129 11513 13445 174 13619 9689 36984
internal_value=0 -0.0512876 0.002459 -0.0131002 0.00519829 -0.0249453 -0.0753499 0.00706059 -0.00776257 -0.0157748 0.00426303 -0.0514264 -0.0304159 -0.0221205 0.00572944 0.00360298 -0.000115948 0.00939237 -0.0213434 -0.0286385 -0.00196589 0.008676 0.0195476 0.0316389 0.0113705 0.00890336 -0.0845432 0 0.0357592 -0.0101324 0.00185328 0.0297963 0.0414137 0.0104616 -0.0103571 -0.0856567 -0.0148796 0.0117465 -0.00361745
internal_weight=0 2395.51 35471.7 5275.42 30196.3 3131.43 1641.27 26435.3 3761.04 2381.77 2143.99 749.659 292.337 1316.59 23944.8 17463.9 10629.5 6834.45 1983.76 1349.15 1735 736.569 2490.44 752.337 6480.91 5273.65 1348.93 2444.45 704.912 998.433 754.241 408.988 253.55 398.007 909.661 1332.12 776.06 442.689 1910.18
internal_count=2871323 491671 2379652 518250 1861402 301754 431201 1498579 362823 202119 216496 99635 60821 121875 1396052 1098556 721412 377144 164351 122852 199745 68133 102527 58525 297496 203290 370380 240948 54348 131612 60470 16751 8224 37768 68592 369035 55147 38599 192819
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=15 32800 2 17040417 6578566 48 1 1 1 1901720 896 1 1 48 2 768 8455201 8455761 1 1 128 2 2 72524 1 1 1 2 1
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=40
num_cat=27
split_feature=1 2 5 2 2 0 13 6 10 0 13 10 1 2 1 10 11 3 3 2 1 12 8 0 0 12 0 0 3 0 3 7 3 5 4 2 13 8 10
split_gain=570.08 292.253 120.207 92.9674 61.1943 51.6012 50.7359 38.9886 36.76 36.208 33.658 30.2219 29.2873 28.2755 27.4977 24.0058 23.3995 22.508 18.1735 17.3628 17.2568 15.5805 15.5167 15.0722 17.386 13.5901 12.9333 11.3152 11.273 11.1159 12.0334 14.943 10.6892 10.6093 10.3172 10.1245 9.33533 8.9365 8.03143
threshold=0 1 2 3 4 1.0000000180025095e-35 5 6 7 1.0000000180025095e-35 8 9 10 11 12 13 14 1.0000000180025095e-35 1.0000000180025095e-35 15 16 17 18 12.500000000000002 2.5000000000000004 19 11.500000000000002 4.5000000000000009 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 20 1.0000000180025095e-35 21 22 23 24 25 26
decision_type=1 9 1 9 9 2 1 1 1 2 1 1 1 9 1 1 1 2 2 9 1 1 1 2 2 1 2 2 2 2 2 1 2 1 1 9 1 1 1
left_child=1 29 4 5 9 22 8 12 21 14 17 23 13 18 -2 -15 20 -5 -6 -18 -14 -3 28 24 -7 -19 -9 -11 32 30 31 -1 -4 -32 -25 -8 -31 38 -16
right_child=2 6 3 10 7 11 35 26 -10 27 -12 -13 16 15 37 -17 19 25 -20 -21 -22 -23 -24 34 -26 -27 -28 -29 -30 36 33 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.030069898166162831 -0.050452147561259812 -0.08086148641257096 0.0063791488722176066 0.0092943157817206648 -0.01201992295688558 -0.0049930958968354274 0.044836308827928342 0.016965540119012544 0.016842093088239869 -0.0036928558305680268 0.013072893171269046 0.027217376161620996 0.012712319942657655 -0.042319306039322102 -0.017965032568287333 0.024602715820717547 0.0089808734447313545 -0.042700014734004754 0.015430845105810815 0.02389089768634832 0.0032582290715247883 0.013097168574311336 0.026063282550865416 -0.046559384676730438 0.013985797458167493 -0.0069397874646414601 0.044449749641875799 0.012370000857712546 0.014162545658327724 0.035028813789085206 0.021242406596013948 0.0091827390358341556 -0.029448299915084453 -0.015547937235779944 0.002773875376003767 -0.012504894402896889 -0.014775915681787093 0.029202398113536261 0.0042084653745535095
leaf_weight=226.69012328781537 221.88556624599732 1429.7749250280322 66.32097243599128 81.209108566516079 504.35677039937582 1250.382824596134 12.398518283385782 1306.1197331048897 25.23753351951018 1905.5200824363274 128.77442079898901 460.30724535882473 2203.6934605224524 306.90968337951927 886.37761228345335 37.411288365256041 4423.1405923339771 1224.6310983191943 409.01699519425165 1002.1418332116446 16199.456154699961 4.4679457494057706 36.165112845599651 83.175600915565155 736.85099533910397 152.71072325063869 214.52370570530184 536.97946503595449 45.116314987128135 117.43120007961988 208.15005005864077 117.75645324320067 882.62009167880751 81.994256669160677 45.538580902619287 35.198198815342039 22.079127540346235 17.873332330491394 161.38810204761103
leaf_count=16199 35008 421690 7417 8022 47768 126410 1205 64778 1617 200789 13137 21518 106545 35754 66702 1715 160698 131768 23875 72348 971870 451 2402 7415 62944 13721 9132 47891 5576 7952 20736 10260 114049 9198 4205 2935 1050 1956 17917
internal_value=0 -0.0489006 0.00224656 -0.0117514 0.00466293 -0.00264786 -0.0741067 0.0063499 -0.0779183 -0.00724293 -0.0316049 0.00484104 0.00537771 -0.00920695 -0.0206235 -0.0320026 0.00617196 -0.0361473 5.39936e-05 0.0119665 0.0044341 -0.0801016 -0.0212902 -0.000199401 0.00199875 -0.0391808 0.0218213 0 -0.024019 0.00103392 -0.0044435 -0.0167466 -0.0265191 0.00942575 -0.0299901 0.014292 0.0241568 -0.0123542 -0.0142492
internal_weight=0 2281.18 35530.6 5193.8 30336.8 3606.48 1507.08 26606.8 1459.48 3730.02 1587.33 2576.26 25086.1 1257.69 1287.52 344.321 23828.4 1458.55 913.374 5425.28 18403.1 1434.24 1030.22 2115.95 1987.23 1377.34 1520.64 2442.5 994.057 774.101 634.591 344.447 948.941 290.144 128.714 47.5967 139.51 1065.64 1047.77
internal_count=2876623 493293 2383330 518584 1864746 351936 427898 1494483 423758 370263 166648 222492 1420573 109112 121583 37469 1311461 153511 71643 233046 1078415 422141 129444 200974 189354 145489 73910 248680 127042 65395 56393 26459 121466 29934 11620 4140 9002 86575 84619
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=15 17858593 2 19144485 2384262 1 1 1 1 1 16 25231392 48 1 1 1121824 512 1 1 1 1 2 2 525462 1 1 1
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=40
num_cat=30
split_feature=1 2 4 12 2 0 2 12 8 0 1 0 2 2 1 1 1 13 1 0 8 1 1 2 0 8 8 7 1 10 7 3 5 0 3 5 12 0 1
split_gain=485.675 269.974 102.66 101.97 57.1132 54.3032 48.5001 45.1165 46.1874 54.1593 41.9991 39.8967 38.1798 26.0732 25.0347 19.2301 18.4983 18.0521 16.5421 14.9427 14.3819 13.7958 13.1905 12.9281 12.714 11.7252 10.9971 16.9371 15.8702 10.6411 9.26832 12.6094 12.9958 9.17652 9.13042 8.95154 8.74367 8.658 8.38551
threshold=0 1 2 3 4 2.5000000000000004 5 6 7 1.0000000180025095e-35 8 3.5000000000000004 9 10 11 12 13 14 15 23.500000000000004 16 17 18 19 1.0000000180025095e-35 20 21 22 23 24 25 1.0000000180025095e-35 26 13.500000000000002 3.5000000000000004 27 28 10.500000000000002 29
decision_type=1 9 1 1 9 2 9 1 1 2 1 2 9 9 1 1 1 1 1 2 1 1 1 9 2 1 1 1 1 1 1 2 1 2 2 1 1 2 1
left_child=1 30 4 6 20 29 18 8 9 10 -6 16 21 15 -9 -7 -8 26 -4 -11 22 -10 -2 35 -20 -18 27 -5 -28 36 -1 33 -33 38 -29 -16 -3 -19 -32
right_child=2 5 3 17 7 13 11 14 12 19 -12 -13 -14 -15 23 -17 25 37 24 -21 -22 -23 -24 -25 -26 -27 28 34 -30 -31 31 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.030336388334793015 -0.032257835647730222 -0.083813386394451031 0.0061481112059276607 -0.023229877610399085 -0.021836982018331039 0.038712914413356371 -0.014004453527129113 0.032827213942990423 0.023170213336361364 0.0061603402685263256 -0.0013809651632785242 0.0016685984298232511 0.06388374351421669 -0.046025480219194115 0.0071975059041299643 -0.02841453860174567 -0.04536756330043467 0.025084833958039426 -0.026161532161420333 -0.016718960324089337 0.039279893949582159 0.0053735923806789987 -0.0092887060673493959 0.021091008583153242 -0.0065642267158755917 0.022179453885707336 0.032637571149724084 -0.0072316726583952773 0.0023216020798936224 0 0.018915367682738941 0.022297326266458032 -0.016437917042738236 0.027826650721348701 0.011032376674463534 0.028836888959365755 0.0028631000650908818 -0.014235047350212349 -0.023363509284450506
leaf_weight=57.270726995484438 328.91831499553518 1116.3838270039414 525.60550725180656 330.71851363033056 1249.0400794238667 63.516503297170857 371.13719909009524 586.65349996241275 783.51506426464766 12679.898718701967 4754.8312581869541 287.2744644228369 131.51980160031235 163.39608338108519 4184.2540431874804 32.594280253804754 1163.5649574315757 480.87360143614933 528.27562766108895 257.15634138230234 19.363485947367735 1147.4765840461478 1256.1479049381451 1052.4743755895179 1036.3551010002266 3.5309895826503626 178.89019125793129 523.6874135324033 1009.7288029440679 15.914408587384967 17.916697490145452 249.10465807598666 91.441794369398849 14.848719111469107 501.08957086608279 186.87159271724522 3.0444104517810038 33.428066632710397 342.58831349739921
leaf_count=3719 38203 366268 36705 29918 145131 9710 26020 29819 12545 774884 372918 22985 9213 43123 152526 6969 147138 26659 59011 17173 1973 18196 124917 91574 81328 354 6624 51225 46909 1206 1457 22160 10537 1022 37183 12558 158 1732 26513
internal_value=0 -0.0463021 0.00202677 -0.00881259 0.00468593 -0.0720765 -0.0194543 0.00578643 0.00357267 0.0019939 -0.00581223 -0.0312697 0.0176914 -0.0256184 0.0134264 0.0120835 -0.037726 0.00477161 -0.00850973 0.00564479 -0.0133791 0.0130706 -0.0150087 0.0110234 -0.0136512 -0.0439944 0.00109725 -0.0048767 0.00810844 -0.0821236 0.0010856 -0.00233902 0.010598 -0.0147898 0.00146049 0.00836204 -0.0832481 0.0213343 -0.0193162
internal_weight=0 2168.02 35592.3 6974.16 28618.1 1394.85 3915.74 27013.7 21003.4 18940.9 6003.87 1825.51 2062.51 259.507 6010.25 96.1108 1538.23 3058.42 2090.24 12937.1 1604.43 1930.99 1585.07 5423.6 1564.63 1167.1 2544.11 1355.5 1188.62 1135.34 773.171 715.9 340.546 375.354 1024.78 4371.13 1119.43 514.302 360.505
internal_count=2868263 492842 2375421 573791 1801630 427434 373541 1636537 1350060 1310106 518049 196497 39954 59802 286477 16679 173512 200250 177044 792057 165093 30741 163120 256658 140339 147492 171859 118326 53533 367632 65408 61689 32697 28992 88408 165084 366426 28391 27970
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=15 17858593 2 1 4219010 6297776 1 1 48 32 5049500 48 12 768 1 768 1 112 80 2887736 1 1 2 768 1 8 2 2 1 1
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=40
num_cat=27
split_feature=1 2 2 1 0 11 1 8 5 6 10 11 1 0 4 8 3 1 3 7 0 0 2 0 8 3 3 0 10 7 2 3 0 12 12 2 2 2 7
split_gain=416.368 256.957 88.6218 101.064 88.0681 44.5424 33.4188 31.9659 29.6881 28.1359 27.7551 25.3848 30.5853 22.4371 20.7315 29.4309 26.5065 23.2664 22.4919 19.1946 26.498 18.8354 18.4138 18.3793 14.0777 13.4478 11.9926 11.4674 11.3372 11.2085 12.367 10.6427 9.94281 9.64306 9.03765 8.42967 8.12061 8.01494 7.82965
threshold=0 1 2 3 1.0000000180025095e-35 4 5 6 7 8 9 10 11 4.5000000000000009 12 13 3.5000000000000004 14 4.5000000000000009 15 1.0000000180025095e-35 5.5000000000000009 16 1.5000000000000002 17 1.5000000000000002 1.5000000000000002 1.5000000000000002 18 19 20 4.5000000000000009 13.500000000000002 21 22 23 24 25 26
decision_type=1 9 9 1 2 1 1 1 1 1 1 1 1 2 1 1 2 1 2 1 2 2 9 2 1 2 2 2 1 1 9 2 2 1 1 9 9 9 1
left_child=1 6 14 7 24 8 9 10 21 25 11 12 -4 -3 18 16 23 -17 19 27 26 -6 -8 34 28 32 -21 35 33 30 -18 36 -1 -5 -16 -2 -7 -29 -12
right_child=2 13 3 4 5 31 22 -9 -10 -11 38 -13 -14 -15 15 17 29 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 37 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.018133564110214263 0.023706728067618706 -0.081347722216230683 0.012799881625118468 -0.049385050715911379 -0.014720708162610473 -0.0054035725266503472 -0.0034747006947449446 0.052613630018014439 -0.037245813356988594 0.044409516200432167 0.015164370301436379 0.010709620342163195 -0.011534695954382562 -0.024471336575289111 -0.033146445148670649 0.034011775505821518 0.012866656680323935 0.0033657669518195698 -0.0068956778580579088 -0.0031725364902968679 0.0082658029216365614 0.017607838650128674 -0.060457451456212855 -0.0022645693549541777 0.027381017790119307 0.017455840975695292 0.0069755334717729297 0.02181142590618769 0 -0.011609127111562475 -0.011214280659732692 -0.012093967461588376 0.028098669718362768 -0.0039028560768507164 -0.010889614839606432 0.001090757937663887 0.024940330226668563 0.0035473466592293996 0
leaf_weight=382.77484453609213 1272.8269236257765 1001.410044926597 568.21342499158345 987.51390992850065 648.02729309513234 80.857606037287042 135.82055855519138 86.290526809636503 488.19179618428461 125.71227127345628 1142.6434165658429 880.58587156515568 3266.4991861905437 125.829194990627 533.8573238371755 282.14670717902482 912.5324868010357 1276.6634069159627 1203.2630263341125 3869.4111374209751 11728.742206524475 210.93824701278936 101.48535133566475 668.4049242172041 3.7319049290381363 178.28114563846611 1628.9937312785187 289.3786824690178 44.282336555887014 365.61954123305622 230.01081281999359 96.23533347027842 20.827791871328373 69.676599583239295 406.89073632715736 236.40796162496554 420.09287509613205 1244.115292162518 510.34645377099514
leaf_count=38315 52713 351162 64073 146535 62478 7708 13235 7498 61067 9052 65740 103112 306927 29431 65030 9488 57888 57590 51870 301690 524523 15053 31350 48872 326 17935 102790 22570 4714 26032 20155 8797 1681 4873 47280 22707 38183 34060 30300
internal_value=0 -0.043883 0.00180894 -0.00642987 -0.0213096 -0.00812624 -0.00443783 0.000642021 -0.0181817 0.00641248 -0.000257696 -0.0042152 -0.00777662 -0.0754055 0.00482009 -0.00115203 -0.00680262 0.00987428 0.00613661 0.00693406 0.00558267 -0.00611794 -0.0341311 -0.0156355 -0.0435985 -0.00297632 -9.01992e-05 0.0142937 -0.0448237 0.00254787 0.00754977 0.0138637 -0.0132769 -0.0468538 -0.024463 0.0206105 0.0198169 0.00770033 0.0107271
internal_weight=0 2072.14 35653.4 9504.13 3049.55 1944.34 944.902 6454.58 1347.16 707.596 6368.29 4715.3 3834.71 1127.24 26149.3 4676.13 3117.32 1558.81 21473.1 20269.9 17227.1 858.966 237.306 1609.15 1105.2 581.884 5498.4 3042.73 1101.47 1508.16 1142.54 597.186 403.603 1057.19 940.748 1509.23 500.95 1533.49 1652.99
internal_count=2864803 492161 2372642 927384 349734 193286 111568 577650 138598 66983 570152 474112 371000 380593 1445258 332335 265257 67078 1112923 1061053 929003 77531 44585 161182 156448 57931 404480 132050 156122 104075 78043 54688 39996 151408 112310 75420 45891 56630 96040
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=15 17925173 25236537 896 1 12 1 2 1 1 1 512 2 1 768 12 16810016 1 1 5 8392736 1 1 8388640 6307970 8388624 1
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=40
num_cat=27
split_feature=1 2 4 2 0 2 12 8 0 1 1 2 1 6 0 0 13 2 8 1 2 3 3 0 3 8 10 2 1 7 11 7 1 3 5 0 0 0 10
split_gain=357.882 237.686 73.6189 78.2829 44.317 41.8126 33.8421 35.0001 36.5744 32.1851 32.1834 29.4823 28.959 23.2708 22.0283 19.6474 19.2839 18.1464 16.1075 18.6257 15.3762 15.0606 13.2671 12.9476 12.454 11.8687 10.8869 10.7071 13.051 10.3694 9.72505 9.22633 8.74725 8.55386 8.33745 7.89558 7.68206 7.26649 7.22053
threshold=0 1 2 3 4.5000000000000009 4 5 6 1.0000000180025095e-35 7 8 9 10 11 2.5000000000000004 9.5000000000000018 12 13 14 15 16 2.5000000000000004 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 17 18 19 20 21 22 23 24 1.0000000180025095e-35 25 1.5000000000000002 29.500000000000004 3.5000000000000004 26
decision_type=1 9 1 9 2 9 1 1 2 1 1 9 1 1 2 2 1 9 1 1 9 2 2 2 2 1 1 9 1 1 1 1 1 2 1 2 2 2 1
left_child=1 12 5 18 9 25 7 8 10 30 -7 24 13 22 -3 27 37 -14 21 -20 -6 -4 35 -10 -9 26 32 33 -29 -23 -5 -17 -2 -8 -24 -1 -33 -11 -16
right_child=2 14 3 4 20 6 15 11 23 16 -12 -13 17 -15 38 31 -18 -19 19 -21 -22 29 34 -25 -26 -27 -28 28 -30 -31 -32 36 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.027557195554688912 -0.0075567857454921176 -0.081953453646200741 -0.016170751037251612 -0.019127244174892193 0.024468678688938747 -0.01930328703998169 0.0042243420138013358 0.019461211366771217 0.0049106780678491559 -0.046469910728631436 -0.0011594705686965208 0.056518921732210195 -0.0022362356764587111 0.039724358126541681 -0.038683016621082138 -0.00061718056608668496 0.0041490040623196299 -0.058917567183998709 0.029899955944186592 0.0027381879935325626 -0.017283936175388776 0.0045907403983344993 0.021717699154016491 -0.015784894453082381 0.0031804905799513346 0.035162985029976036 0.0030079061988839725 0.017353006011934558 0.0045577449994961584 -0.011450762759270259 0.0013179745888809917 0.045226899976638264 -0.025816320702572521 0.026663321640088229 -0.012037360491891335 0.0025434637321148077 0 0 0.010438801952934789
leaf_weight=197.97958550701151 649.53840879065683 848.76296425992041 712.04560650041094 1038.8864985328401 233.44413623411674 1208.9980334566208 297.62546654022299 928.54234654386528 12803.750180155737 847.72974540037103 4743.8012294495129 124.78263633197639 133.60649285826366 130.56952366078622 186.68055778701091 64.375272533856332 71.309565449599177 96.196655568986898 290.19376630941406 1278.6625330569223 89.757150117889978 1526.9659043450374 205.90281425579451 274.52783910604194 1052.413965979591 20.833404015633278 291.32204288011417 1039.363628833089 3776.3521949849091 500.7941969348467 258.45561161346268 280.42847889475524 612.9778830902651 600.78096963348798 70.785586338606663 106.20363453158643 57.365248910151422 36.119157905224711 11.412778130732475
leaf_count=15153 69407 328684 75028 83625 19290 143581 27426 14226 779548 130319 373767 7993 13137 9220 51546 2228 7279 31601 9415 57392 8473 112563 20202 18231 17930 2088 21272 42439 157119 39379 25169 8969 63739 47889 10720 12081 2552 3181 533
internal_value=0 -0.0415794 0.00160049 -0.00765426 -0.0212981 0.00382723 0.0047543 0.00283318 0.00145107 -0.026356 -0.0050071 0.0149879 -0.00413766 0.00579226 -0.0735766 0.011306 -0.0402879 -0.0322924 0.000571467 0.00862087 0.0117443 -0.00397082 -0.00282543 0.00441824 0.0110824 -0.0117759 -0.0133231 0.0096145 0.0075013 0.000340675 -0.0147791 0.0323099 -0.0173059 0.0197172 0.0117711 -0.0168651 0.0379248 -0.0446608 -0.033537
internal_weight=0 1988.1 35712.1 6884.36 2575.7 28827.8 27253.1 21136.8 19031.1 2252.5 5952.8 2105.74 941.244 711.441 1046.86 6116.29 955.158 229.803 4308.66 1568.86 323.201 2739.81 580.872 13078.3 1980.96 1574.67 1553.84 5714.12 4815.72 2027.76 1297.34 402.169 1262.52 898.406 276.688 304.183 337.794 883.849 198.093
internal_count=2864394 492877 2371517 571113 277336 1800404 1643898 1355276 1315127 249573 517348 40149 112114 67376 380763 288622 140779 44738 293777 66807 27763 226970 58156 797779 32156 156506 154418 274873 199558 151942 108794 13749 133146 75315 30922 27234 11521 133500 52079
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=15 17925173 2 4198449 4219010 1 1 896 48 262176 12 1 1 16810016 1 768 10488260 1 1 8457796 560 5 1 2 800 2 1
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=40
num_cat=27
split_feature=1 2 2 2 0 1 5 0 1 8 6 1 8 5 1 2 11 4 12 0 3 0 10 12 10 0 11 1 0 0 7 3 0 3 12 12 1 1 0
split_gain=310.645 140.399 123.809 65.1775 91.0796 95.8469 32.1095 40.5771 29.4278 21.6207 19.9557 20.0056 19.1824 17.5642 17.5249 16.9696 16.3192 14.1501 20.4081 13.7856 13.2766 11.7859 9.36969 8.9559 8.3322 7.82355 6.22081 5.73547 5.81627 5.53143 4.41759 4.04795 3.8288 2.43586 2.31225 2.16964 2.10471 2.05695 0.87014
threshold=0 1 2 3 1.0000000180025095e-35 4 5 4.5000000000000009 6 7 8 9 10 11 12 13 14 15 16 31.500000000000004 4.5000000000000009 11.500000000000002 17 18 19 17.500000000000004 20 21 1.5000000000000002 100.50000000000001 22 8.5000000000000018 18.500000000000004 5.5000000000000009 23 24 25 26 17.500000000000004
decision_type=1 9 9 9 2 1 1 2 1 1 1 1 1 1 1 9 1 1 1 2 2 2 1 1 1 2 1 1 2 2 1 2 2 2 1 1 1 1 2
left_child=1 30 26 10 5 9 7 12 15 14 11 13 -6 24 -5 -8 -10 20 -19 -9 -13 27 23 -7 -4 34 31 28 -12 37 32 36 -1 -11 -3 -29 -2 -23 -15
right_child=2 25 3 4 6 22 8 19 16 33 21 17 -14 38 -16 -17 -18 18 -20 -21 -22 29 -24 -25 -26 -27 -28 35 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.010871650603077666 -0.0047375505285404858 -0.079529456941361557 0.018232722729473953 -0.0020975280419658969 -0.0012056583883717702 -0.056780329531864952 0.0070538763474955711 0.022653138214936686 -0.035282433479212102 0.054716051515766286 0.035436940098533154 0.0043033131372238733 0.045118456572261573 0.051126330135832822 -0.019206719302593406 -0.024874289560175924 0 -0.010678593137976054 0.0031002121895156061 -0.016436027113857974 -0.007620700207098402 0.04734602910049511 0.0013119943238501803 0 0.0049196901054080651 0 0 0.0013284837981120954 0.0082804143121545069 -0.0032892569774636976 0.015884887289957201 0 0.022079707042662294 0 0 0.011972676021422358 -0.071619925293669215 0.0059302525325270186 0
leaf_weight=210.6725707272999 32.364122031896841 710.67668553249678 774.07257501594722 1218.436784614576 3886.9897854715528 628.37448857224081 768.79673365375493 1228.0482322768366 504.96378219820326 26.026498572551645 154.06740824028384 17196.107068512036 61.444962944835424 90.427680061664432 1269.9481387891574 169.28942388296127 152.23193197342334 1817.8495941862639 2498.1556008850457 67.174822170985863 943.19679121137597 132.58943683106918 19.139474577736109 27.507584512699395 1436.4124339818954 14.790243286435723 13.661025441542732 613.96488769329153 252.02636241563596 13.74200985021889 104.86984302964993 1.5216329330869474 8.1211662651039642 7.4210587344132355 0.89102514879777928 320.88396440655924 223.78864850246464 59.421052435063757 0.67796540493145485
leaf_count=19618 5121 278437 52675 88487 392566 136057 63277 109417 74083 2639 10628 930555 4520 6535 122706 12385 14434 156384 153913 6319 41700 4213 2046 1768 28577 3039 1542 30149 10615 626 9517 449 463 778 86 12271 73539 2448 66
internal_value=0 -0.0532577 0.000911557 0.00145601 -0.00537369 -0.0192326 0.00110886 0.00493109 -0.0111293 -0.00967406 0.00407739 0.00336393 -7.45761e-05 0.0121982 -0.0111577 0.00020369 -0.0266603 0.00242354 -0.00266788 0.0200733 0.00365522 0.0150516 -0.0517153 -0.0544438 0.00989729 -0.0768289 -0.0618615 0.0108061 0.0205295 0.0365516 0.00144759 -0.0670469 -0.00569876 0.0475369 -0.0792853 0.00549472 -0.068269 0.0408135 0.0502734
internal_weight=0 1050.02 36610.7 36339.4 10035.8 3196.85 6838.94 5243.66 1595.28 2521.83 26303.6 24756.9 3948.43 2301.59 2488.38 938.086 657.196 22455.3 4316.01 1295.22 18139.3 1546.7 675.022 655.882 2210.49 726.358 271.335 1340.94 406.094 205.752 323.664 257.674 218.794 33.4476 711.568 934.849 256.153 192.01 91.1056
internal_count=2864648 311160 2553488 2472837 1031482 354481 677001 512822 164179 214610 1441355 1370405 397086 87853 211193 75662 88517 1282552 310297 115736 972255 70950 139871 137825 81252 281562 80651 63663 21243 7287 29598 79109 20081 3417 278523 42420 78660 6661 6601
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=7 32800 24576 25236529 960 2 896 1 1 512 1 2 768 265036 1 2 1 1 1 1 1 280 1 1 1 800 360
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=40
num_cat=24
split_feature=1 2 2 12 4 8 0 1 2 0 2 1 2 2 1 0 7 10 0 1 0 0 11 2 11 0 1 0 1 2 3 3 0 7 0 3 12 0 3
split_gain=269.061 129.352 111.194 56.2256 84.6139 38.1303 36.2365 38.5513 33.0034 32.0246 24.9113 22.7629 21.1911 17.026 13.2488 12.5143 8.89016 8.34584 8.99709 7.24152 7.15294 7.13292 6.03429 5.96658 5.81123 5.49237 5.48471 4.5059 4.29736 5.64399 4.29372 4.05828 3.87212 4.00937 3.40515 3.12645 2.09215 1.39917 1.38606
threshold=0 1 2 3 4 5 1.0000000180025095e-35 6 7 3.5000000000000004 8 9 10 11 12 7.5000000000000009 13 14 1.5000000000000002 15 17.500000000000004 8.5000000000000018 16 17 18 29.500000000000004 19 32.500000000000007 20 21 4.5000000000000009 8.5000000000000018 18.500000000000004 22 1.0000000180025095e-35 7.5000000000000009 23 47.500000000000007 2.5000000000000004
decision_type=1 9 9 1 1 1 2 1 9 2 9 1 9 9 1 2 1 1 2 1 2 2 1 9 1 2 1 2 1 9 2 2 2 1 2 2 1 2 2
left_child=1 32 24 4 5 6 7 -4 19 11 14 -10 16 -8 -7 28 21 22 -19 38 36 26 -18 -11 31 -17 -5 -23 29 -14 -21 -2 33 -1 -30 -12 -3 -34 -6
right_child=2 20 3 12 8 10 13 -9 9 23 35 -13 15 -15 -16 25 17 18 -20 30 -22 27 -24 -25 -26 -27 -28 -29 34 -31 -32 -33 37 -35 -36 -37 -38 -39 -40
leaf_value=-0.009946293203228292 -0.066628495765710324 -0.077836628066495953 -0.0020164883622473188 0.016328061692912472 0 0.019448998924842597 -0.010583988488622879 -0.02054348630003466 -0.020329976763808405 -0.020657284002228788 0.05400278684423461 -0.048818687562668134 0.0264636699319672 0.0036232611507502101 0.0027261371758086593 0.044114617027624786 0.0011970563783899118 0.0042735193445949228 -0.014788760607076941 -0.0097007464322038661 0 0.025887375327085922 0.016998351740917291 0.0088065607318937762 0 0 0.0050460945496152336 -0.0024606678243518829 0.0052217582845261075 0.0028005520127908066 0.00050493211723216997 0 0.036749331985827187 0.010671862048955552 0.02095201481120143 0 0 0 0.025598147549115165
leaf_weight=209.3589150988264 242.13414599112002 654.35354991917848 5042.5631912947283 496.70809139381163 13.198600952513514 838.03368698619306 852.46637037867913 1429.0111656286172 1242.3943005340407 42.938401636405615 146.81506541988347 445.56513541215099 89.732108840486035 13487.326674472803 1190.4880390982144 192.71866531344131 1159.7017278413987 371.41070484928787 567.15122615732253 1047.154233725043 15.105781747522995 287.95181441958994 295.82118112989701 313.17460481822491 13.7678822640446 30.649764124304056 4236.4342369462829 39.535786054562777 257.08644258184358 752.11416614660993 576.62568874569843 1.3776587513566472 8.3941688737831992 105.4725771577796 857.39438265305944 3.0713035368826231 1.0574097256176163 2.5001664329320183 65.318186417687684
leaf_count=19455 78838 277353 398936 20450 1314 13264 86058 193919 119598 4197 9416 97268 8468 842338 19492 11025 73764 10701 9306 93981 3076 7652 17058 26917 1587 2187 215921 1596 22902 58022 38495 410 468 9507 65389 211 94 121 3441
internal_value=0 -0.0508301 0.000837618 0.00134209 -0.00100947 0.00125568 -5.56757e-05 -0.00626426 -0.0148887 -0.0233575 0.0137501 -0.0291484 0.00788312 0.00273262 0.0100223 0.0165502 0.0052236 6.03401e-05 -0.00703692 -0.00415913 -0.0750002 0.00758779 0.00488889 0.00284106 -0.0600527 0.0386511 0.00643329 0.0217066 0.0134134 0.00674896 -0.00591598 -0.0653347 0.000865567 -0.00182041 0.0176632 0.0491586 -0.0775801 0.030427 0.0193766
internal_weight=0 996.243 36627.8 36370.6 26736.1 22989.8 20811.4 6471.57 3746.37 2044.07 2178.41 1687.96 9634.41 14339.8 2028.52 2179.7 7454.71 2394.08 938.562 1702.3 670.517 5060.63 1455.52 356.113 257.28 223.368 4733.14 327.488 1956.33 841.846 1623.78 243.512 325.726 314.831 1114.48 149.886 655.411 10.8943 78.5168
internal_count=2864195 310074 2554121 2473286 1948845 1563634 1521251 592855 385211 247980 42383 216866 524441 928396 32756 167993 356448 110829 20007 137231 280523 245619 90822 31114 80835 13212 236371 9248 154781 66490 132476 79248 29551 28962 88291 9627 277447 589 4755
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=7 32800 24576 1 2 1 960 4144 262176 960 7078314 130 120 9 1 512 1 4784643 1 520 640 8454149 1 1
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=40
num_cat=27
split_feature=1 2 2 11 2 1 0 3 1 2 13 1 6 1 2 3 5 1 6 2 0 0 8 0 10 3 1 8 6 0 0 0 1 7 3 8 0 12 2
split_gain=230.069 124.374 96.6656 51.1219 74.5965 92.9998 47.39 25.6576 21.249 20.3399 18.156 16.5843 13.1055 11.8948 19.8673 10.482 10.1996 10.0327 9.7905 9.26842 8.13318 7.41543 7.35092 7.19705 6.74789 6.19543 5.68745 5.44625 5.32906 4.49277 4.21972 3.39869 3.31087 3.22519 3.19264 2.69196 2.60521 2.05778 1.67892
threshold=0 1 2 3 4 5 1.5000000000000002 1.0000000180025095e-35 6 7 8 9 10 11 12 4.5000000000000009 13 14 15 16 11.500000000000002 17.500000000000004 17 21.500000000000004 18 1.5000000000000002 19 20 21 1.0000000180025095e-35 31.500000000000004 18.500000000000004 22 23 8.5000000000000018 24 105.50000000000001 25 26
decision_type=1 9 9 1 9 1 2 2 1 9 1 1 1 1 9 2 1 1 1 9 2 2 1 2 1 2 1 1 1 2 2 2 1 1 2 1 2 1 9
left_child=1 31 26 4 12 10 8 -8 -7 15 11 -6 13 16 -15 18 -4 23 29 24 22 37 -14 28 -19 -12 -2 -21 -11 -5 -20 33 38 -1 -28 -34 -22 -3 -17
right_child=2 21 3 9 5 6 7 -9 -10 17 25 -13 20 14 -16 32 -18 19 30 27 36 -23 -24 -25 -26 -27 34 -29 -30 -31 -32 -33 35 -35 -36 -37 -38 -39 -40
leaf_value=-0.0080547971208290645 -0.0060677961171952547 -0.076203523557888814 0.0040256263217805293 0.0036060512151039922 0.0089091032978560487 -0.025863134756942765 0.016914639097283687 -0.017157813090899723 -0.056211196487881691 0.0092961271630047342 0 -0.0064916868565132457 0.0034821734609111715 0.0017053437426139747 -0.0094091739257917122 0.016491766276760637 0.01952419655532503 0.0085147850382686022 0.041978483903380957 -0.011562942288613418 0.040688993973946215 0 0.026360427816032352 -0.021359363794621024 -0.00047751819710704273 0.019598551770577552 -0.070839418994739958 0.023072086695302307 0.028833997877059599 0.018253885169583529 0 0.029458743834698327 -0.013888297885240465 0.010631734453544549 0 0.012290626520003019 0 0 -0.002348568791295148
leaf_weight=204.28859089338221 50.36731413193047 607.58457413385622 6627.9421950783581 333.04986407572869 794.2591251085978 1023.3660027211881 267.25953934947029 794.92133026267402 425.05968174696318 2203.88395302766 271.61742272228003 4038.4550735820085 658.18430352635914 10098.44304438401 1871.176217175991 84.678005083580501 441.75672787835356 1590.8171400058782 219.49211780005135 600.15832456608769 102.41927959152963 14.453063204913631 170.61569844046608 37.699395861942321 1592.4077013037167 452.03972182655707 189.12472603574861 16.05324122204911 149.32773527089739 1299.5415617491235 22.355491884052753 11.174002973362802 167.222120156046 105.49179287266452 1.1187860325735517 12.448066860437391 2.637051365338265 1.0329451994039107 30.033961112378165
leaf_count=18628 7228 278503 276828 30284 77261 144016 25895 86242 116429 95156 25177 352028 39661 606129 190257 6090 37954 91197 16247 58491 3431 2983 3881 2384 27667 39742 73014 1241 6836 95576 1720 589 12789 9795 355 684 122 91 2290
internal_value=0 -0.0482178 0.00077681 0.00123428 -0.000803861 -0.00890308 -0.0247272 -0.0080809 -0.0364871 0.00808671 -0.00157382 -0.00385455 0.002464 0.00186792 -3.27287e-05 0.0164103 0.00510754 0.00502274 0.0192041 0.00169354 0.0138948 -0.0732042 0.0092975 0.0100749 0.00394828 0.0127855 -0.0576706 -0.00902748 0.0110092 0.0155651 0.0382368 0.00219438 -7.91821e-05 -0.000355715 -0.0666019 -0.00872839 0.0378202 -0.07593 0.010288
internal_weight=0 944.025 36639.9 36399.3 28040.2 8066.98 2510.61 1062.18 1448.43 8359.17 5556.37 4832.71 19973.2 19039.3 11969.6 2168.82 7069.7 6190.35 1874.44 3799.44 933.856 623.071 828.8 2390.91 3183.22 723.657 240.611 616.212 2353.21 1632.59 241.848 320.954 294.382 309.78 190.244 179.67 105.056 608.618 114.712
internal_count=2864891 310589 2554302 2473705 2025053 866790 372582 112137 260445 448652 494208 429289 1158263 1111168 796386 165680 314782 282972 143827 178596 47095 281577 43542 104376 118864 64919 80597 59732 101992 125860 17967 29012 21853 28423 73369 13473 3553 278594 8380
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=7 32800 24576 1 17896497 896 96 8981081 1 512 1 768 16777248 2 792 1 4388 1 1 928 1 1 640 1 1 1 8389201
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=40
num_cat=23
split_feature=1 2 2 5 2 0 10 2 1 0 0 0 1 2 7 3 12 3 3 1 7 3 13 3 13 13 1 4 13 0 0 0 3 0 3 2 10 0 8
split_gain=199.289 115.071 85.9939 46.0476 54.3121 38.5325 30.6674 27.9278 28.18 23.9241 23.5338 22.8534 18.7625 18.3598 13.4331 14.6791 12.6729 12.2747 12.0753 14.3119 11.0666 10.4241 9.66989 8.23761 7.56014 7.10656 6.72139 6.41834 5.54561 5.27678 4.48394 3.79435 3.52549 2.9946 2.44457 2.40768 1.34777 1.16763 1.15401
threshold=0 1 2 3 4 6.5000000000000009 5 6 7 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 8 9 10 1.5000000000000002 11 5.5000000000000009 1.0000000180025095e-35 12 13 1.0000000180025095e-35 14 1.0000000180025095e-35 15 16 17 18 19 3.5000000000000004 1.0000000180025095e-35 23.500000000000004 8.5000000000000018 32.500000000000007 2.5000000000000004 20 21 9.5000000000000018 22
decision_type=1 9 9 1 9 2 1 9 1 2 2 2 1 9 1 2 1 2 2 1 1 2 1 2 1 1 1 1 1 2 2 2 2 2 2 9 1 2 1
left_child=1 26 28 5 6 7 10 8 24 -10 17 -12 21 27 15 -9 -16 -5 33 -20 34 35 36 -22 -4 -23 30 31 32 -3 -1 -7 38 -15 -8 -6 -14 -29 -2
right_child=2 29 3 4 12 13 20 14 9 -11 11 -13 22 18 16 -17 -18 -19 19 -21 23 25 -24 -25 -26 -27 -28 37 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0038830413451074238 -0.061950415246970918 -0.078630246084920835 -0.0010012548050772091 -0.015914195515433521 0.023521759442288931 0.010494200995387086 -0.014559217145406254 0.013993838896090641 -0.0251926900008984 -0.0050146254581703532 0.0096797615578269307 -0.026996854019155789 -0.04897802517874883 0.04467390263296845 0.00025111811312844757 0.0001923329143283534 0.005878092400539151 0.010809846306879138 0.03630181335491181 0.0052330151856204467 0.056559084256123465 -0.021705187036467379 0.0066327625353648631 0.01736605676799758 0.010918103183409331 0.002988079554987649 -0.019442133149844928 0 0.00093478705614131866 -0.027008528390053584 0.019202888763904705 -0.0027160461644226619 0 0 0.0064351896623525105 -0.0015856357179686754 0 -0.017386914024338406 0
leaf_weight=105.81581308494788 221.8629358613689 483.98126200141269 1925.0331781751011 1521.0638359468721 40.794466380379163 1678.7105080097099 73.753758614882827 2041.1197429740569 928.87270124454517 1700.3792415176576 1174.0997791479167 165.69745708035771 347.61993751017144 258.91378376685316 14215.61669385439 1299.8117787856609 5611.0129215978086 158.48327541875187 201.89066168686259 527.88860519975424 65.557937611825764 844.69194378750399 17.689637532224879 368.36694989865646 685.93986154161394 102.73925149312709 72.21542819525348 72.294797000358813 4.6407930301502338 83.552655874751508 156.1354580312036 197.06678948178887 1.5860776108747803 16.605847594793886 71.743014377076179 34.726244494551793 9.8196983761154097 73.919969181995839 0.093724346836096539
leaf_count=9845 79885 250726 186093 193109 3881 46544 3103 92707 122346 162067 109748 15017 71479 21387 878682 60948 240233 18133 14618 40267 2317 80533 1953 18323 57370 10240 8903 2080 494 25688 15777 7167 390 1497 4277 3190 818 2479 9
internal_value=0 -0.0458916 0.000694684 0.00111686 -0.00775674 0.00254332 -0.00107382 0.00138196 -0.00516542 -0.0124131 -0.00523859 0.00443291 -0.0241882 0.0132228 0.00288158 0.00873685 0.00186422 -0.0130716 0.0241809 0.0158636 0.0193083 -0.0155292 -0.0433065 0.0266345 0.00209705 -0.018711 0.000708916 0.00720167 -0.0557042 -0.0720641 0.00909736 0.00892803 -0.0602317 0.0422997 -0.00299648 0.0140441 -0.0479923 -0.0105839 -0.061568
internal_weight=0 901.701 36660.1 36431.9 4996.85 31435.1 3598.77 28407.8 5240.22 2629.25 3019.34 1339.8 1398.08 3027.29 23167.6 3340.93 19826.6 1679.55 1005.3 729.779 579.422 1022.95 375.129 433.925 2610.97 947.431 334.167 2021.99 228.184 567.534 261.951 1875.78 223.543 275.52 145.497 75.5207 357.44 146.215 221.957
internal_count=2864323 310939 2553384 2472606 536121 1936485 364027 1800446 527876 284413 336007 124765 172094 136039 1272570 153655 1118915 211242 77769 54885 28020 97844 74250 20640 243463 90773 34525 58270 80778 276414 25622 53711 80284 22884 7380 7071 72297 4559 79894
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=7 17399840 24576 2 19144485 1 3935106 768 960 12911143 12 1 776 2 1 1 1 5 2 1 8388810 1 1
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=40
num_cat=31
split_feature=1 2 2 11 2 1 10 8 0 10 2 0 10 8 6 8 3 1 2 6 5 5 7 1 10 0 8 0 1 2 1 0 4 2 1 1 3 0 8
split_gain=173.791 103.569 74.112 40.5743 54.7388 73.4311 44.6149 29.3265 25.2931 24.6952 17.3834 10.8313 16.8098 12.9335 10.4813 10.2945 10.4615 9.64779 16.5415 9.23464 8.69302 7.23733 7.10501 6.64598 6.49947 6.26935 5.79438 5.13526 4.90918 6.07015 4.63651 4.71576 3.8945 3.35543 3.01142 2.27036 1.83397 1.35141 1.36128
threshold=0 1 2 3 4 5 6 7 2.5000000000000004 8 9 1.5000000000000002 10 11 12 13 4.5000000000000009 14 15 16 17 18 19 20 21 11.500000000000002 22 3.5000000000000004 23 24 25 1.0000000180025095e-35 26 27 28 29 8.5000000000000018 55.500000000000007 30
decision_type=1 9 9 1 9 1 1 1 2 1 9 2 1 1 1 1 2 1 9 1 1 1 1 1 1 2 1 2 1 9 1 2 1 9 1 1 2 2 1
left_child=1 21 23 4 14 7 8 9 -7 -6 11 28 13 -13 17 16 19 20 -19 -12 -4 30 -14 36 -9 26 -16 -3 32 -30 31 -1 -5 -8 -27 -18 37 38 -2
right_child=2 27 3 10 5 6 33 24 -10 -11 15 12 22 -15 25 -17 35 18 -20 -21 -22 -23 -24 -25 -26 34 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.00011971471279411843 -0.070055905381330774 -0.076916499057586199 0.0032987666169120577 0.0050838236801273818 -0.0074077289148638667 -0.042827512520018429 0 0.067513498436164027 -0.010125338977522937 0.0075644142006289277 0.011787375402442629 0.0038427980484234403 -0.0017606812839468041 0.029159573678839309 0.0027681076277503601 0.046551657255194813 0.0053347958863533586 0.0012565998727096656 -0.0089000542667013998 0.031954135318180164 0.017483300643332474 -0.024378210509642256 -0.015521845814822072 -0.0066000111078316839 0.003110840972486319 0 0.022915316036806892 -0.025748179402553154 0.013015482027002293 -0.0020333190873384087 -0.010958479739463553 0.025350309610565544 -0.018247796518882569 0.040270461395692243 0.039668498321032378 -0.0085628379848527586 0 0 0
leaf_weight=91.730936655541882 153.46047498474945 445.92753388172423 6669.9906579686794 138.69698274938855 5187.2472884647432 894.0602811925346 22.754515275359154 39.063871156075038 384.27153020928381 1352.1537379156798 1939.560700090602 1289.8741984149674 1534.9921611873433 223.17491057282314 662.43773264778429 72.836063558934256 151.24824634738616 10139.09808266256 1860.7266437936632 275.58663777538459 449.56780866079498 60.850081646698527 496.07432390609756 59.441928875341546 37.807609538082033 35.298469916800968 175.47010648809373 81.631330737902317 1728.9093862903537 271.98978343908675 56.004954991833074 129.48576806203346 83.969936019275337 56.06416945438832 74.392023692606017 226.20634954236448 1.005188514915061 0.03674456081353028 0.037132768309674158
leaf_count=8838 70671 250006 276815 7548 517254 205130 1495 4800 49779 82853 154514 91159 22996 5194 39565 3574 12250 605972 189743 20854 38098 7398 7430 9292 1695 1515 3886 25661 72623 27004 7187 11725 5421 3495 2127 18612 341 8 5
internal_value=0 -0.0437478 0.000591898 0.000973771 -0.000847163 -0.00784207 -0.0287176 -0.00336811 -0.033684 -0.00424586 0.00704657 0.00382723 0.000296734 0.00826577 0.00192777 0.0137163 0.0122098 0.00139224 -0.000317739 0.0148234 0.0043 0 -0.00552817 -0.0532199 0.0484103 0.0120714 0.00797914 -0.0700914 0.00925944 0.0108231 0.00773504 0.0142734 -0.00351043 0.0335154 0.0327571 -0.00235416 -0.0645656 -0.0689786 -0.0695173
internal_weight=0 865.631 36687.5 36473.5 28040.4 7973.42 1357.15 6616.27 1278.33 6539.4 8433.12 5767.68 3544.12 1513.05 20067 2665.44 2592.6 19119.4 11999.8 2215.15 7119.56 338.072 2031.07 213.981 76.8715 947.598 837.908 527.559 2223.57 2000.9 277.222 221.217 222.667 78.8187 109.69 377.455 154.54 153.534 153.498
internal_count=2864533 310815 2553718 2473401 2024222 866501 259899 606602 254909 600107 449179 239375 126779 96353 1157721 209804 206230 1110628 795715 175368 314913 35148 30426 80317 6495 47093 43451 275667 112596 99627 27750 20563 12969 4990 3642 30862 71025 70684 70676
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
cat_threshold=7 17399840 24576 1 17896497 960 1 1 1 7607458 1 1 1 1 768 16777248 1 2 2 5 24 1 1 32 6557728 5 2 524814 24 648 1
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=40
num_cat=25
split_feature=1 2 2 4 12 6 1 2 3 10 0 0 3 10 1 13 2 0 2 0 0 2 5 1 8 1 1 3 7 7 0 1 0 2 7 3 3 3 0
split_gain=149.135 97.1002 65.6167 37.8741 38.1418 26.5162 28.7057 48.4065 31.5966 24.482 22.5802 22.2005 25.3655 14.8258 12.0426 11.9086 10.7828 9.24066 8.13504 7.2288 6.69399 6.56065 6.33869 6.11293 5.95437 5.60875 5.49584 4.93357 4.90341 4.83665 4.77526 3.65007 3.70938 2.82774 2.76446 2.55592 1.73943 1.72386 1.59811
threshold=0 1 2 3 4 5 6 7 1.5000000000000002 8 23.500000000000004 1.5000000000000002 5.5000000000000009 9 10 11 12 9.5000000000000018 13 4.5000000000000009 10.500000000000002 14 15 16 17 18 19 5.5000000000000009 20 21 3.5000000000000004 22 1.0000000180025095e-35 23 24 5.5000000000000009 8.5000000000000018 2.5000000000000004 33.500000000000007
decision_type=1 9 9 1 1 1 1 9 2 1 2 2 2 1 1 1 9 2 9 2 2 9 1 1 1 1 1 2 1 1 2 1 2 9 1 2 2 2 2
left_child=1 22 23 5 9 6 7 8 -4 11 14 12 -5 -9 -8 19 35 25 -13 24 29 -12 31 36 -6 -18 33 -21 -19 -17 -3 32 -1 -11 -28 38 -2 -22 -7
right_child=2 30 3 4 15 16 10 13 -10 26 21 18 -14 -15 -16 20 17 28 -20 27 37 -23 -24 -25 -26 -27 34 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.067142648090798271 -0.075184205500729517 -0.0079266348229776202 -0.028878312516182992 -0.0070414675074744713 0.03516314601996625 0.0085395019499566564 -0.040559386308160722 0.029924554719625126 -0.0045385397460211904 -0.0051391894492269288 -0.02183811765485634 0.0024058248242993033 0.013760738848421723 0.0019936924509107415 0.022036396019017728 0.016752369362385288 0.037273666006759763 -0.00067249271393958769 0.027144274310984456 0.0020821508072365103 -0.04000230359159565 -0.022524106748028943 -0.0062661993400812549 0.0026083031625350342 0.00078741341714986006 -0.015035765604379034 -0.0040307873491703628 0.0048459133055714287 -0.002500585457613458 -0.024828380591185271 -0.0090262084922803805 0.023046056145252142 0.017180505216742397 0.00067392552512685869 0 0 -0.023567738652175815 0
leaf_weight=90.739725329214707 143.3017911844654 412.78536849940429 961.48341101431288 1499.9261482277652 1228.920875290758 280.03082288047881 3230.14606949687 477.10659108497202 253.37000584113412 37.9932800848037 156.91277394490317 198.22125952196075 285.86235321009008 32.596615825779736 22725.918710631784 440.00253095943481 278.34411540080328 135.7096956402529 930.36964729406463 119.2498279325664 7.0289539573714128 111.97897217795253 58.697791140497429 59.090493615658488 1218.6373623386025 889.08041622902965 106.11065804678947 43.714410144370049 130.0646407213062 69.691624871687964 80.272519458347233 53.982266622595489 132.31567742693005 249.00726192304865 345.64389500091784 8.4139088299125415 1.0416852777998418 26.999687085393816 18.80264328897465
leaf_count=8799 70560 249861 71079 212488 110889 26028 175448 105347 16577 3365 7108 22277 32525 1767 1405140 23379 17468 4277 82544 6371 488 10322 6652 9339 53770 40221 5190 1951 4831 3394 25858 7195 11937 10105 15682 750 357 1274 1562
internal_value=0 -0.0413781 0.000537019 0.000889272 -0.0058091 0.0024398 0.00167395 -0.0106463 0.000255483 -0.0127343 0.00250989 -0.0168377 -0.0237482 -0.0353037 0.00283281 0.00216168 0.0143322 0.0097326 -0.00531238 -0.000588397 0.0152286 -0.0247296 0.000211123 -0.0511889 -0.00214236 0.00531523 0.00308853 0.0179005 0.0259436 0.018535 -0.0681509 0.00774226 0.013402 0.0131844 -0.00332888 0.0309185 -0.0626017 -0.015091 0.0334238
internal_weight=0 828.793 36700.8 36497.3 6807.38 29690 27949.5 1724.56 1214.85 3653.13 26225 2914.38 1785.79 509.703 25956.1 3154.25 1740.45 1433.2 1128.59 2610.52 543.723 268.892 335.735 203.434 2447.56 1167.42 738.755 162.964 265.774 509.694 493.058 277.038 223.055 287.001 451.755 307.247 144.343 34.0286 298.833
internal_count=2864175 310302 2553873 2473617 585692 1887925 1792788 194770 87656 384176 1598018 349834 245013 107114 1580588 201516 95137 66797 104821 172981 28535 17430 34583 80256 164659 57689 34342 8322 9108 26773 275719 27931 20736 13470 20872 28340 70917 1762 27590
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=7 17399840 24576 2 1 1 24 17104944 1 1 512 1 9439942 787219 9507252 2 24 1 24 776 5 3 5 3848 2
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=40
num_cat=30
split_feature=1 2 2 0 2 1 11 2 10 8 1 2 13 0 1 10 0 7 1 5 5 1 12 3 1 3 11 10 0 2 0 2 1 3 1 1 0 7 2
split_gain=130.495 89.2235 57.6488 32.6912 39.3068 53.2895 28.6273 22.8487 19.4464 16.9607 11.669 11.7741 16.9241 11.6585 12.2882 11.528 10.7886 9.4959 7.19013 6.73651 6.28222 5.97245 7.60589 7.49157 5.70671 8.42303 5.44068 5.16386 4.88262 4.35006 4.46032 3.85924 3.74366 3.30849 3.47066 3.30066 4.82197 4.56822 2.63942
threshold=0 1 2 4.5000000000000009 3 4 5 6 7 8 9 10 11 23.500000000000004 12 13 24.500000000000004 14 15 16 17 18 19 3.5000000000000004 20 1.0000000180025095e-35 21 22 3.5000000000000004 23 1.5000000000000002 24 25 8.5000000000000018 26 27 18.500000000000004 28 29
decision_type=1 9 9 2 9 1 1 9 1 1 1 9 1 2 1 1 2 1 1 1 1 1 1 2 1 2 1 1 2 9 2 9 1 2 1 1 2 1 9
left_child=1 19 26 4 10 9 8 16 -7 15 29 17 -13 21 20 -6 24 -12 -18 35 -15 23 -23 -9 25 -5 33 -11 -3 30 -4 -8 -31 34 -2 38 37 -37 -1
right_child=2 28 3 7 5 6 31 13 -10 27 11 12 -14 14 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 32 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.036118525318230565 0 -0.073529000505538553 0.0057230911539705972 0.028259845743632012 -0.0051066117227315444 -0.029224498498255452 0.0090695305169611017 0.023818060696870508 0.0097395033000827989 0.051678628945042465 0.0071930686258613128 -0.01022020709672003 0.013031680604943197 0.014904038460873896 -0.030413088383727256 0.0053797529034773708 0.012408725184239199 -0.0002091557154821842 -0.02521402377817571 -0.023360294420711501 -0.019741142792066166 0.00046053942046274138 0.010087703335219675 -0.005742959802279797 0.023669292400953005 0.00097174807733540764 0 0.0014591269332813741 -0.023332988637667779 0.025973673366633421 0.00071237834327417585 -0.0075804693334714374 0.0063004745416438794 0 -0.060843871042545607 -0.013987333350556753 0.032787517275351889 0.010866269971156318 0
leaf_weight=24.952485812595114 28.395381016598549 385.15826607677445 4595.1644507464953 137.12275721738115 3919.4123083956074 1542.9902434324904 258.03375977507676 303.6879494022287 113.19211689592339 46.183197169331834 2044.545563154039 2009.8072334510798 332.90549936727621 141.38271970232017 161.19125906506088 1376.4277585828677 51.795389626844553 9874.7181201888743 68.409959631040692 59.671196189388866 41.90146106784232 2681.2782180348295 1202.7701153291855 81.906126126181334 1072.2409919844358 436.55269922153093 12.025490757776423 48.397917887195945 78.128351314051542 141.08233545068651 3142.1797919864766 213.12015322042862 478.07018923014402 1.4396349520247884 151.36433106684126 145.95049532421399 10.814265380846335 75.563992905110354 19.577326077502221
leaf_count=2022 5047 251142 231922 12664 393887 278941 24459 14774 8862 5365 92751 213342 25164 6002 9431 84960 4365 616470 6025 6507 4445 115265 34176 2717 78238 34748 1463 2064 25816 13616 93292 20163 45006 376 72913 15579 507 7816 2074
internal_value=0 -0.0393725 0.000490688 0.000814413 -0.00055497 -0.00680644 -0.0200666 0.00730291 -0.0262577 -0.00140881 0.0015182 -0.000202589 -0.00663864 0.00343902 -0.0133092 -0.00230985 0.0168913 0.0010553 -0.00861745 0 0.00373908 0.00495148 0.00356379 0.0164596 0.019155 0.00892367 -0.0490489 0.0349285 -0.0662627 0.00447776 0.00373264 0.000966283 0.0125426 -0.0550756 -0.0566733 0.00775011 0 -0.00415563 0.0246681
internal_weight=0 799.816 36709.7 36516.5 30136.2 7517.76 2127.34 6380.24 1656.18 5390.42 22618.5 14262 2342.71 4614.12 344.475 5295.84 1766.12 11919.3 120.205 336.53 183.284 4269.64 3884.05 385.594 1645.92 573.675 193.225 94.5811 463.287 8356.5 7737.34 471.154 619.153 181.199 179.76 276.859 232.329 221.514 44.5298
internal_count=2864376 311463 2552913 2473114 2150264 818701 332425 322850 287803 486276 1331563 947727 238506 186810 19878 478847 136040 709221 10390 34505 10447 166932 149441 17491 125650 47412 79799 7429 276958 383836 325214 44622 58622 78336 77960 27998 23902 23395 4096
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=7 17399840 24576 25236537 896 1 3152084 1 1 768 25231393 1 104 1 12 56 2 2 520 1 144 1 1 16777264 787266 512 800 1 1 32
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=40
num_cat=25
split_feature=1 2 2 4 2 6 1 2 3 0 3 0 0 13 2 2 0 0 2 8 7 0 0 8 5 11 0 2 1 1 0 3 0 12 7 1 0 7 6
split_gain=112.504 79.9824 52.5564 28.5845 29.3822 20.3787 20.1341 38.5702 25.3201 18.9694 15.9152 15.7041 12.8574 12.301 10.7667 9.61785 9.56427 8.93478 8.75093 8.32708 7.94735 7.13225 6.18895 5.56134 5.43827 5.12756 5.01116 4.87842 7.16304 4.86705 4.84864 4.34085 3.9314 3.67665 3.675 3.35994 4.78668 4.17991 3.35456
threshold=0 1 2 3 4 5 6 7 1.0000000180025095e-35 23.500000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 8 9 10 12.500000000000002 1.0000000180025095e-35 11 12 13 1.5000000000000002 68.500000000000014 14 15 16 3.5000000000000004 17 18 19 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 20 21 22 18.500000000000004 23 24
decision_type=1 9 9 1 9 1 1 9 2 2 2 2 2 1 9 9 2 2 9 1 1 2 2 1 1 1 2 9 1 1 2 2 2 1 1 1 2 1 1
left_child=1 24 25 5 13 6 7 8 -4 15 11 23 -9 17 21 -8 20 18 -5 -19 30 -15 -11 -6 35 -2 -3 -18 -29 -12 -7 -22 -13 -31 -28 38 37 -37 -1
right_child=2 26 3 4 10 16 9 12 -10 22 29 32 -14 14 -16 -17 27 19 -20 -21 31 -23 -24 -25 -26 -27 34 28 -30 33 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.035132350713999186 -0.053591133322912023 -0.071561684035729822 -0.010809117758489042 -0.0050598304537025031 -0.033590876836474048 0.026548499520994417 -0.0045448912508803882 -0.044953106047802435 0.017928046628820121 -0.031586641721300809 0 0.013191598991970664 -0.0079458466217396575 0.015342100133256223 0.03421192900483546 0.0029303209239957646 0.048766006744850147 -0.002865375860310024 -0.023086830679973202 0.010544819478639821 -0.0083943525163280349 -0.0037081694152320739 0 0.014252999700914452 -0.021786836757719138 0 0.010144468684512456 -0.010048666827049788 0.024262432564167852 -0.027364332092587762 0.0084776970313830691 0.0069952064618336515 -0.015064575315277674 0.0048031408496524777 -0.026957406084136316 -0.014369792390350928 0.031631254121811517 0.0092002128106529468 -0.0039156819445940773
leaf_weight=39.179798078490421 174.45586163146072 356.48941308406938 733.0660680886067 1525.9095845805132 687.61857054436405 264.01590956447762 1788.4879695655545 292.61411347133981 481.34725462336792 188.87382790492848 542.2437756213476 98.442509005311877 185.1758087676717 287.49674314877484 108.11147270048968 24265.886536785227 74.480590193066746 1979.120415633166 326.28206887676788 570.80259987339377 280.61204602036742 452.61038394505158 74.082281668670475 0.62794271769234811 57.88412481470732 12.114326516631989 3.5629885680391453 58.090046547702514 119.519340303028 111.49046454914787 560.60908767464571 410.67922332855233 46.264265345642343 17.560053032706492 72.156465291307541 146.83509192854399 11.136202716268597 77.290144757702365 6.2762466436251989
leaf_count=3538 79053 250245 55025 116945 109563 16455 169942 77828 33386 12499 53315 9726 27470 15683 7877 1412487 5238 156797 37560 23041 19444 21706 4632 68 6423 1503 774 2439 3373 25364 26154 22918 4496 1630 24973 15724 505 7900 484
internal_value=0 -0.0372099 0.000445008 0.000750059 -0.005096 0.00209026 0.00141408 -0.00900176 0.000493766 0.00210731 -0.0172394 -0.026448 -0.0318899 -0.00144649 0.00927861 0.00240043 0.0124334 -0.00363282 -0.00886176 0.000107937 0.00878957 0.00356549 -0.0231118 -0.032536 0 -0.0475497 -0.0640381 0.0300167 0.0118775 -0.00498851 0.0151657 0.000239652 0.00140506 -0.0197773 -0.0215809 0.00638492 0 -0.00513797 0.0232681
internal_weight=0 770.81 36718.7 36532.1 6754.58 29777.5 28009.5 1692.2 1214.41 26317.3 1504.25 832.953 477.79 5250.33 848.219 26054.4 1768.01 4402.11 1852.19 2549.92 1515.92 740.107 262.956 688.247 338.602 186.57 432.209 252.09 177.609 671.294 824.625 691.291 144.707 129.051 75.7195 280.717 235.261 224.125 45.456
internal_count=2864183 310566 2553617 2473061 583771 1889290 1793269 193709 88411 1599560 204162 123853 105298 379609 45266 1582429 96021 334343 154505 179838 84971 37389 17131 109631 34574 80556 275992 11050 5812 80309 42609 42362 14222 26994 25747 28151 24129 23624 4022
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=7 17399840 24576 2 4200629 1 24 17104948 1 4196384 5505154 4194337 1 12 1 2 1 9438546 24 960 1 8 1 1 1
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=40
num_cat=23
split_feature=1 2 2 12 4 8 3 1 2 2 2 0 2 1 3 10 0 0 0 0 1 3 0 1 1 5 2 3 7 0 3 1 0 1 0 0 3 11 1
split_gain=96.1986 73.4938 45.1856 27.3721 36.748 21.3221 24.1805 36.3316 26.5022 18.2392 17.2722 18.383 17.2328 12.2892 12.1827 10.279 15.6894 14.52 8.98839 7.78635 7.61552 13.9211 7.4148 6.74738 6.4593 5.22208 5.17839 3.87604 3.20359 2.70639 2.42017 2.40918 2.59368 2.20195 1.99414 1.79871 1.625 1.6753 1.55241
threshold=0 1 2 3 4 5 1.5000000000000002 6 7 8 9 2.5000000000000004 10 11 1.0000000180025095e-35 12 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 13 7.5000000000000009 1.0000000180025095e-35 14 15 16 17 1.5000000000000002 18 13.500000000000002 6.5000000000000009 19 1.0000000180025095e-35 20 1.0000000180025095e-35 27.500000000000004 8.5000000000000018 21 22
decision_type=1 9 9 1 1 1 2 1 9 9 9 2 9 1 2 1 2 2 2 2 1 2 2 1 1 1 9 2 1 2 2 1 2 1 2 2 2 1 1
left_child=1 25 24 4 5 6 7 -4 -8 33 20 13 14 -12 -7 16 23 22 -19 -3 27 -22 -17 -11 36 31 -18 -6 -21 -13 -14 32 -1 -5 38 -36 37 -2 -35
right_child=2 19 3 9 10 12 8 -9 -10 15 11 29 30 -15 -16 17 26 18 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 35 -37 -38 -39 -40
leaf_value=0 -0.063737331412828599 -0.069501436232306923 -0.00011809893376629689 0 0.018300030532480721 0.014531020501010825 0.0073009529573101369 -0.012492325291656904 -0.005263949811466038 0.018160472483404126 -0.0048727268474006982 0.0033237037578928335 0.042216632666818465 -0.031024158844750422 -0.00039880771022898456 0.00081517079491561124 -0.010675478371506663 -0.013897514858073667 -0.00052534615526488341 0.010074925217641464 -0.01452870923142717 0.022260503279949079 0.014685464024147095 0.0018824583723037165 -0.0028031399195332166 -0.02057097298087272 0.016603237059155066 -0.00023960503925790644 -0.023222619343516937 -0.018412452856047489 0 -0.0064302666969649584 0.019911836163147525 0.01382311643005546 0.028001400227463103 0 0 0 -0.0026028066445615578
leaf_weight=89.766818434000015 116.06724395960919 340.24899614213791 9589.3110945385415 61.066996392561123 93.458023646264337 986.71742051932961 5866.3235091198294 3136.6472304144263 2286.1450964595861 245.8341029426083 300.5586056887405 357.31344613578403 156.81752364593558 819.53985370237206 1097.3930638452293 870.82944943057373 36.902665768284351 699.16704586101696 1792.8415510249324 3.5901778288534842 875.50413909619965 83.230215183051769 746.3616472510621 3384.8923812243156 55.572047296678647 54.038754986249842 1449.9262260654941 989.38292905653361 73.213464176165871 37.209570564446039 8.0781851569190604 49.254031226737425 132.95592405262869 73.830745895276777 437.44057002768386 6.2889710548333815 0.97791789565235276 3.8785325586795798 52.13795068685431
leaf_count=7738 70216 254887 665961 5273 8382 14587 313866 333946 212109 20478 21359 31463 9434 146900 18221 27986 4629 15386 30619 753 87372 7099 22257 261504 9398 5491 82858 75460 25803 3566 484 5210 10890 7771 40474 533 340 695 3768
internal_value=0 -0.0349896 0.000428206 0.000705398 -0.000949277 0.000498229 -0.000489938 -0.00322366 0.0037369 0.00520483 -0.0103721 -0.0183814 0.00968912 -0.02489 0.00660245 0.00398187 0.00696539 0.000179824 -0.00451673 -0.0610931 -0.00399707 -0.0103483 0.00754956 0.00326113 -0.0451021 0.000610758 0.0155697 0.00152741 -0.0176955 0 0.0378594 0.00745854 0.0118994 0.021265 0.0232624 0.0271238 -0.0571483 -0.0620132 0.00662747
internal_weight=0 743.068 36717.6 36541.2 26683.6 23127.4 20878.4 12726 8152.47 9857.52 3556.2 1514.62 2249.01 1120.1 2084.11 9226.76 5117.56 4109.2 2492.01 417.053 2041.58 958.734 1617.19 3630.73 176.496 326.016 1486.83 1082.84 76.8036 394.523 164.896 271.977 222.723 630.765 569.698 443.73 120.924 119.946 125.969
internal_count=2865166 310772 2554394 2473745 1950209 1568608 1525882 999907 525975 523536 381601 203288 42726 168259 32808 465717 369469 96248 46005 281443 178313 94471 50243 281982 80649 29329 87487 83842 26556 35029 9918 23838 18628 57819 52546 41007 71251 70911 11539
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=7 16810016 24576 1 2 1 960 2362860 9506885 2103472 262176 768 1 896 520 24 2 262272 8 5 512 1 352
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=40
num_cat=29
split_feature=1 2 2 11 2 10 1 1 0 0 2 6 1 2 0 10 1 5 8 3 1 1 7 0 1 0 7 7 1 1 7 2 0 5 1 3 0 11 3
split_gain=82.4919 67.0947 40.071 25.4503 29.5557 29.8221 29.1797 20.2601 13.7463 16.202 13.3634 11.2173 10.7678 23.1563 8.55707 14.0372 10.1932 8.18849 7.35668 7.42245 7.23188 5.61672 5.60685 5.51949 5.33108 5.16187 4.66748 4.64332 4.20497 3.6449 3.09049 2.59645 2.56275 2.42534 1.95932 1.7734 1.59891 1.47698 1.58334
threshold=0 1 2 3 4 5 6 7 11.500000000000002 33.500000000000007 8 9 10 11 1.5000000000000002 12 13 14 15 4.5000000000000009 16 17 18 2.5000000000000004 19 2.5000000000000004 20 21 22 23 24 25 1.0000000180025095e-35 26 27 2.5000000000000004 63.500000000000007 28 8.5000000000000018
decision_type=1 9 9 1 9 1 1 1 2 2 9 1 1 9 2 1 1 1 1 2 1 1 1 2 1 2 1 1 1 1 1 9 2 1 1 2 2 1 2
left_child=1 28 24 4 8 6 11 -8 12 17 14 -6 13 -4 29 16 -16 -10 19 21 31 -12 -17 -3 37 -14 -25 -22 32 35 -31 -7 -1 -34 -21 -5 -11 38 -2
right_child=2 23 3 10 5 20 7 -9 9 36 18 -13 25 -15 15 22 -18 -19 -20 34 27 -23 -24 26 -26 -27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.0031070574406611168 -0.061713829256873479 -0.068945282687309026 -0.0021027381326881082 0.026690662069198814 -0.043557008562501165 0.0033957974932801991 0.010637398694568295 -0.010774951855208017 0.025367276686736464 -0.027403676993670092 0.023020216556866067 0.0042954953419133317 0 -0.034530824920061889 0.020386611788707355 -0.0025166781782520447 0.0015138208712560254 -0.0072348207441353327 0.038137876352435901 0.0047669688870123315 -0.0005881053570852224 0.0089856195834556851 -0.014907291980663737 0.012898864568705929 -0.0034298154668484931 0.0036107528582035309 -0.027556934297424077 0.016919650956862761 -0.016480150375232164 -0.0013585633704825751 0.0075081910175959846 -0.012192250827032455 0.019085099210250926 -0.0035014639495400584 -0.0080867921130383501 0.0044684456142524828 0 0 0
leaf_weight=104.73473337199539 108.35653882141924 295.04078187295818 1511.3562432559556 134.61978257051669 327.46706862244173 156.57186584733427 457.58090615959372 3654.0212916344462 508.41461015059031 45.44793596258387 397.81748580315616 38.008169446824468 14756.856143965997 225.29398106306326 363.81798043614253 1542.7003528797068 1170.6082598712528 60.654791967070196 78.792695083189756 150.31033869134262 164.56026414735243 1874.6365118071553 492.87510183546692 4.2703279241395649 56.190497239178512 5334.606178397371 82.748316652781796 566.46624109288678 68.311294019033085 441.12905034970026 1569.145224358188 163.36555450968444 137.30372550872562 26.840097939129919 227.99389464315027 113.19666929636151 50.353915792540647 3.9261467067990443 1.0143014742061485
leaf_count=9856 69678 240629 113547 6692 91508 8934 52784 381845 19119 2913 31226 7357 988646 65012 24307 22976 71829 5134 3602 12011 10268 146307 7413 1152 9457 228552 34522 33785 8751 21367 78483 10115 12101 3573 18823 5563 3427 669 365
internal_value=0 -0.0329683 0.000328037 0.000585256 -0.000864165 -0.00739202 -0.0109801 -0.00824018 0.000737513 0.0145931 0.00535328 -0.0369395 0.000282643 -0.00716118 0.00253917 -0.000433819 0.00662551 0.0212033 0.0111108 0.00981918 0.00742756 0.0119798 -0.00591935 -0.0597583 -0.0432648 0.000953779 -0.0214627 0.0127634 0 0.00732567 0.00542763 -0.00420063 0.00639525 0.0138762 -0.00235121 0.0185315 -0.01798 -0.0550142 -0.060558
internal_weight=0 719.249 36748.2 36578.7 28021 5528.04 4477.08 4111.6 22493 664.871 8557.64 365.475 21828.1 1736.65 5828.09 3570 1534.43 569.069 2729.55 2650.76 1050.96 2272.45 2035.58 382.059 169.487 20091.5 87.0186 731.027 337.19 2258.09 2010.27 319.937 268.879 164.144 378.304 247.816 95.8019 113.297 109.371
internal_count=2864298 310584 2553714 2473545 2022946 596596 533494 434629 1426350 30593 450599 98865 1395757 178559 238630 126525 96136 24253 211969 208367 63102 177533 30389 276303 80169 1217198 35674 44053 34281 112105 99850 19049 25530 15674 30834 12255 6340 70712 70043
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=7 17399840 24576 1 20255857 1 24 512 3413154 1 24 17104945 1 776 2 1 576 552 5 24 8 2 5 528 2 2432 2 640 1
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=40
num_cat=22
split_feature=2 1 2 6 1 2 0 0 0 2 0 3 5 2 0 1 0 2 1 2 2 12 1 3 0 2 7 3 3 0 10 1 0 1 8 0 0 0 0
split_gain=71.8147 57.0111 30.021 28.1537 39.4443 57.403 26.6875 16.8587 15.2224 23.2974 14.081 14.9729 13.0395 11.4244 11.0404 10.3077 9.54518 7.33833 7.23546 9.8589 7.78927 6.6418 5.5991 4.74037 4.52123 2.63214 3.14551 2.51914 1.76791 1.72865 1.70604 1.61086 1.60402 1.37376 1.29181 1.2891 1.24875 1.0001 0.955453
threshold=0 1 2 3 4 5 2.5000000000000004 23.500000000000004 1.0000000180025095e-35 6 14.500000000000002 1.0000000180025095e-35 7 8 39.500000000000007 9 11.500000000000002 10 11 12 13 14 15 3.5000000000000004 32.500000000000007 16 17 8.5000000000000018 6.5000000000000009 4.5000000000000009 18 19 155.50000000000003 20 21 55.500000000000007 133.50000000000003 10.500000000000002 90.500000000000014
decision_type=9 1 9 1 1 9 2 2 2 9 2 2 1 9 2 1 2 9 1 9 9 1 1 2 2 9 1 2 2 2 1 1 2 1 1 2 2 2 2
left_child=15 2 -2 4 5 10 21 8 9 -6 11 -3 -8 -10 -12 27 18 22 20 29 -5 -7 -9 -22 28 26 -26 34 31 -20 38 -18 -19 -17 35 -1 -27 -21 -4
right_child=1 3 30 16 7 6 12 17 13 -11 14 -13 -14 -15 -16 33 24 32 19 37 23 -23 -24 -25 25 36 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.067815304027014314 0 -0.013741770184823652 -0.067163243310333839 -0.010914021128813914 0.00085251582516743013 -0.05017841200674561 0.010190149647073899 0.0089025574611921038 0.011444037033617557 -0.0094407189529165658 0.051836448779844495 0.0051370253562557332 -0.031007454729954365 0.0018211736337039671 -0.014751000686918351 0.0076919462977811451 0.0057322149351706625 -0.04203738663911194 -0.0021066594378062278 0.025231314925309934 0.027388949848253359 0.0017278525386758741 -0.019569880541297442 0 0.011480704320411997 0.027095511194318724 -0.018442555500101473 0 0 0.0061316692032161255 0 0.040458103880802884 0 -0.011427360603224421 0 0 0 0 0
leaf_weight=174.9055739276082 137.18498962026206 785.34297148312908 180.02600235378486 46.230800299643306 7252.0111246919259 480.95012800433324 154.28101448235975 98.899929159786552 1294.4345496591413 3087.2080322714464 52.144015307771042 813.65319516780437 97.272966003220063 20383.322253144026 11.578251990023999 11.020321481511928 67.769023575470783 115.34038366714958 862.30173652409576 183.35339601442683 369.802186526882 12.201709220069459 89.253610888496041 58.468023069101037 14.124542651232332 23.201053723460067 45.772705770563334 1.6419084561639454 2.9374452529009423 324.45186286710668 1.0571741217281658 162.85765082610305 1.3118003243580449 53.592553381196922 0.055561026325448348 0.069425903842783465 2.2384137329645446 3.5408074429724357 0.43016494522453186
leaf_count=125600 19080 60485 140644 11543 487869 189255 23547 4897 123441 315928 2427 62038 21483 1128613 703 894 3051 11044 45015 17910 26850 1019 4560 3806 518 1942 2277 742 170 10980 121 5816 103 10134 7 14 181 294 88
internal_value=0 5.26198e-05 -0.0396132 0.000445891 -0.000239827 -0.0124866 -0.0348338 0.000677459 0.00091925 -0.00221873 -0.00171823 -0.0040334 -0.00628142 0.00243073 0.0356877 -0.0506592 0.011427 -0.0216108 0.00816428 0.00390312 0.0184958 -0.0482952 -0.00435195 0.0229722 0.0271481 0.00219552 -0.00661159 -0.0626412 0.0338391 0 -0.0630013 0.0350117 -0.0379344 -0.00360443 -0.0668598 -0.0673385 0.018547 0.0230241 -0.0667554
internal_weight=0 37215 318.698 36896.3 34729.2 2407.42 744.706 32321.8 32017 10339.2 1662.72 1599 251.554 21677.8 63.7223 241.285 2167.05 304.806 1848.15 1373.65 474.501 493.152 188.154 428.27 318.901 85.3367 59.8972 176.672 233.564 1186.75 181.513 230.627 116.652 64.6129 175.031 174.975 25.4395 186.894 180.456
internal_count=2865089 2727698 159933 2567765 2437412 360957 235304 2076455 2055851 803797 125653 122523 45030 1252054 3130 137391 130353 20604 116398 74199 42199 190274 9457 30656 13955 4918 2795 126363 9037 55995 140853 8867 11147 11028 125621 125614 2123 18204 140732
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=4218880 3 17072160 1 28 16842801 17105505 2 2692104 30 9769268 28 2952376 3150152 1 96 8653484 1 1 656 256 1
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=40
num_cat=27
split_feature=1 2 2 11 2 10 12 1 2 4 3 8 7 3 7 0 0 10 8 3 0 8 3 0 1 1 0 0 12 7 7 3 1 4 2 2 3 1 1
split_gain=63.4654 53.847 30.29 19.7566 21.7956 22.029 21.6934 19.5936 12.0538 10.7053 18.2647 26.5824 12.0964 15.6369 9.43318 8.87856 7.81573 11.6139 8.86675 7.75692 6.42305 6.25954 6.93614 5.75595 4.7358 4.70445 4.33259 3.92279 3.74799 3.35606 2.91799 5.90438 2.8693 4.97446 3.45143 2.34007 2.26573 2.00355 1.72273
threshold=0 1 2 3 4 5 6 7 8 9 4.5000000000000009 10 11 1.5000000000000002 12 3.5000000000000004 1.5000000000000002 13 14 1.0000000180025095e-35 2.5000000000000004 15 4.5000000000000009 2.5000000000000004 16 17 1.5000000000000002 18.500000000000004 18 19 20 1.0000000180025095e-35 21 22 23 24 8.5000000000000018 25 26
decision_type=1 9 9 1 9 1 1 1 9 1 2 1 1 2 1 2 2 1 1 2 2 1 2 2 1 1 2 2 1 1 1 2 1 1 9 9 2 1 1
left_child=1 27 25 4 5 6 7 -4 16 12 11 -11 13 -6 -12 -8 32 18 -18 -14 -19 22 26 -3 35 -2 -10 30 -26 -25 31 -1 33 -5 -34 -7 -27 -24 -32
right_child=2 23 3 8 9 24 15 -9 21 10 14 -13 19 -15 -16 -17 17 20 -20 -21 -22 -23 37 29 28 36 -28 -29 -30 -31 38 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=-0.025280077238974543 0 -0.066293918524103546 -0.0094353453408700851 0.0067741341735067786 -0.0034193773464286678 0.0031306911408358405 0 -0.030091862228572387 0.00456442901035326 -0.01490696237302622 0.010320845778416535 0.0064826539542229417 0.0078034887184536611 0.0040221579935607798 -0.0085110072907020433 0.030557709760459448 0.0017527200306876362 -0.015191631513368775 0.022312297580648947 0.0012732381737564507 -0.0022103876384328312 0.034311821014186977 0.0043481679364293603 0.010179122062579385 0.016044780266370084 -0.054117160870819303 0.014160684004334692 0.026735412915071716 0 -0.023670020094894537 0.012099861902552063 0.0029682964846404775 0.0094322978549555587 -0.019267580195610406 -0.0017337798140256084 -0.012576951837178402 0 -0.0083826727606652659 -0.0068515057077070951
leaf_weight=112.35815969396208 44.357148914947174 251.71395552944159 2561.5481528954115 148.59725726605393 7343.8266015465633 157.05078599322587 392.94578207179438 578.64591020197258 895.41027500329074 1988.2282703663514 968.52013502651243 773.20878744090442 3712.1973624896345 4530.5705816767004 312.06195340061095 101.85071652941406 1265.7041078397306 530.69501308351755 234.21868533175439 3817.236050284715 1469.9373306413181 83.935911979759112 157.67624713666737 4.4544321308785584 440.02848039520904 109.3960220492736 1503.797748857527 14.168444582319351 194.9324815752916 73.888593960087746 94.365679816706688 108.91295397159411 1725.7437485972187 87.742154955863953 269.94524385989644 120.84546542307362 1.1871406098362047 237.48884234568686 23.139971542506828
leaf_count=13211 7161 233307 252933 8347 530650 8933 43712 128898 81173 230942 61120 35240 207292 242897 20152 12617 85346 8966 5159 199212 20266 3760 12651 1154 27765 72722 107197 866 10660 32811 9908 15944 67241 5714 26473 7936 405 19801 3641
internal_value=0 -0.0296425 0.000270735 0.000487669 -0.000792466 -0.00709953 -0.0106188 -0.0137098 0.00467293 0.000428502 -0.00421568 -0.00880504 0.00141661 -0.000551481 0.00542689 0.00808838 0.00192148 -0.000953669 0.00553383 0.00454468 -0.00597514 0.00993259 0.00877258 -0.0565296 0.00641284 -0.0390249 0.0108034 -0.000540601 0.0110413 -0.017936 -0.00459163 -0.0110479 0.00652462 -0.00274577 0.00777017 -0.00347925 -0.0488936 -0.0027438 0.00567092
internal_weight=0 683.002 36759.5 36604.6 27993.7 4547.85 3634.99 3140.19 8610.89 23445.8 4042.02 2761.44 19403.8 11874.4 1280.58 494.796 5732.58 3500.56 1499.92 7529.43 2000.63 2878.31 2794.37 330.057 912.857 154.94 2399.21 352.945 634.961 78.343 338.777 221.271 2232.03 236.339 1995.69 277.896 110.583 395.165 117.506
internal_count=2864183 310842 2553341 2473053 2020959 493454 438160 381831 452094 1527505 347454 266182 1180051 773547 81272 56329 227512 119737 90505 406504 29232 224582 220822 267272 55294 80288 188370 43570 38425 33965 42704 29155 107775 14061 93714 16869 73127 32452 13549
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=7 25788449 24576 1 4721542 1 1 960 1316002 2 1 1 5 1 1 1 576 928 1 8 1 40 2 266272 2432 640 5
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=40
num_cat=23
split_feature=2 1 2 6 1 2 0 0 1 0 0 5 3 2 0 1 2 3 2 12 1 0 1 1 0 0 2 7 2 0 0 1 3 0 10 1 8 0 0
split_gain=56.1221 44.4199 25.3787 22.2463 29.8797 47.2154 21.7249 13.9762 13.4358 14.1723 11.5929 11.5303 11.3925 9.43013 9.35529 9.03099 8.52495 6.83258 6.2912 5.9443 5.25888 5.16335 7.31325 3.97976 10.8834 8.26037 3.8356 2.86608 2.75644 3.45914 2.82837 2.74314 2.37369 1.89891 1.67075 1.32243 1.24125 1.21581 1.17619
threshold=0 1 2 3 4 5 2.5000000000000004 23.500000000000004 6 4.5000000000000009 13.500000000000002 7 1.0000000180025095e-35 8 39.500000000000007 9 10 3.5000000000000004 11 12 13 1.5000000000000002 14 15 3.5000000000000004 1.5000000000000002 16 17 18 6.5000000000000009 14.500000000000002 19 8.5000000000000018 36.500000000000007 20 21 22 55.500000000000007 155.50000000000003
decision_type=9 1 9 1 1 9 2 2 1 2 2 1 2 9 2 1 9 2 9 1 1 2 1 1 2 2 9 1 9 2 2 1 2 2 1 1 1 2 2
left_child=15 2 -2 4 5 10 19 8 13 -10 12 -8 -3 -6 -12 32 23 21 20 -7 -9 22 -18 24 -5 26 -25 -26 29 -19 -30 -27 36 -23 -4 -17 37 -1 -20
right_child=1 3 34 16 7 6 11 18 9 -11 14 -13 -14 -15 -16 35 17 28 38 -21 -22 33 -24 25 27 31 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.06422090379895011 0 -0.012096296313151232 -0.063197934130292219 -0.013068726542619891 0.0099319070877068975 -0.046442444463976669 0.0092606984978394029 0.0089031092252215404 -0.0022187214848481368 0.0051361517459742271 0.044905366111930523 -0.029604888194945479 0.0044586046832346899 0.002102649060304562 -0.014572005874675538 0.007713325519741911 0.018778026972500694 0.022100047061728547 -0.039000322246319399 0.0010989622844253539 -0.018880853020773955 0.029963973338948381 -0.016103181497665087 0.024385498793137485 0.021779871068154918 0.02097924269984688 -0.0066806454214065371 0 -0.023657532264474659 -0.011120810003767675 0.0092702726276486722 -0.00022614171998522629 0 0 0 -0.010993766723840899 0 0 0
leaf_weight=154.35271769404062 137.35266714496538 769.45308902586112 160.13151244798792 320.40083146700636 1779.6402286068769 450.97381082431821 155.81426452111918 98.841826049843803 15342.166503054381 3113.4486215046491 61.093289897020441 94.749526273939409 808.59468468923296 11815.732888843049 11.491338726598768 12.85494255204685 105.71362905092246 49.782700516254408 111.43210983136669 13.446122285211457 85.878694773185998 430.0021397232922 58.333554037817521 286.84004714724142 125.79407209763303 25.369887752574869 17.761976229259744 92.924898708239198 52.542654717020923 14.645045191748066 3.7346541886217883 577.66363650379935 1.5997861262294453 29.437596116564237 0.96411915589123864 50.907773173355963 0.030889389454386129 0.07238772965501894 1.7896107626147557
leaf_count=125397 19590 60320 141002 13553 165182 189367 23774 4819 1128842 154940 2740 21691 61338 605765 699 1069 13182 5585 10865 1089 4372 34072 8803 18036 2930 1616 3020 2336 4457 1101 209 19457 711 2252 118 10068 6 13 144
internal_value=0 5.47683e-05 -0.0359989 0.000393107 -0.000218899 -0.0109776 -0.0317388 0.000571252 0.000789864 -0.000954893 -0.00126905 -0.00596095 -0.00350205 0.00317563 0.0310569 -0.0465769 0.0100989 0.0187026 -0.0199346 -0.0444761 -0.00374053 0.0230146 0.00439445 0.00501943 -0.00130082 0.00898658 0.02177 0.0141765 -0.000486471 0.00925724 -0.0139184 0.00147185 -0.0587069 0.0283732 -0.0592409 -0.00281153 -0.063157 -0.0636929 -0.0352222
internal_weight=0 37203.9 298.448 36905.5 34714.5 2365.62 714.984 32348.9 32051 18455.6 1650.63 250.564 1578.05 13595.4 72.5846 219.818 2190.95 744.192 297.942 464.42 184.721 623.487 164.047 1446.76 539.12 907.636 304.602 218.719 120.705 64.4277 56.2773 603.034 156.056 459.44 161.096 63.7627 154.456 154.425 113.222
internal_count=2864530 2727266 160710 2566556 2435947 361018 235921 2074929 2054729 1283782 125097 45465 121658 770947 3439 137264 130609 69661 20200 190456 9191 58309 21985 60948 18819 42129 21056 5266 11352 6686 4666 21073 126127 36324 141120 11137 125416 125410 11009
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=4218880 3 17072160 1 28 16842800 768 2 11080777 30 2425896 9507252 1 96 216 704 2162720 5 8391493 4 1 768 1
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=40
num_cat=27
split_feature=2 1 2 0 5 7 3 2 2 2 7 12 7 1 0 2 3 3 0 12 2 0 1 13 11 0 8 1 2 0 8 3 8 3 1 10 1 8 0
split_gain=48.6015 37.9531 24.3467 20.4493 33.2309 25.9846 38.9191 18.1029 15.5499 15.1553 13.1949 9.73146 9.16517 8.88097 8.65225 14.6173 9.94871 18.5938 11.313 7.56173 7.31471 12.601 11.0742 10.7836 10.1092 8.85975 6.82325 6.45363 6.17311 5.54505 3.64875 2.77014 2.49859 2.28258 2.22581 1.54402 1.35018 1.19758 1.15953
threshold=0 1 2 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 7 8 9 10 11 4.5000000000000009 12 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 13 14 1.5000000000000002 15 16 17 2.5000000000000004 18 19 20 30.500000000000004 21 1.0000000180025095e-35 22 8.5000000000000018 23 24 25 26 55.500000000000007
decision_type=9 1 9 2 1 1 2 9 9 9 1 1 1 1 2 9 2 2 2 1 9 2 1 1 1 2 1 1 9 2 1 2 1 2 1 1 1 1 2
left_child=13 2 -2 4 5 6 11 12 10 -8 -7 -3 26 33 20 27 18 -18 -17 32 21 22 -5 24 -22 -23 -6 28 -16 -29 -10 -25 -9 37 -14 -4 -15 38 -1
right_child=1 3 35 14 7 8 9 19 30 -11 -12 -13 34 36 15 16 17 -19 -20 -21 23 25 -24 31 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.062261735904720589 0 -0.017512441567460246 -0.061331100037515865 0.0094422492232339676 -0.0021400929854419278 0.030585712066407568 -0.010146598527610622 -0.036029274932350801 -0.014249102625294573 0.004217683535663797 0.0056909962872991639 0.00017215368230214534 0 0.0092223600145388863 -0.0098237760681042664 0.011453099193734738 -0.006011498785902277 0.01592152715610777 0.04553099712650862 0 -0.0063758669681037369 -0.0039051020383701843 -0.00013163861381454545 -0.0030909766077288504 0.0060210337139620877 0.002941733155718398 0.034842891445539301 0.00023577613396595171 0.0098940250789170819 -0.01831415864841901 0.016510294757841309 0.0075648819846639952 0.0012587520447402793 0 -0.026426732343196709 0 -0.010174591950736887 0 0
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leaf_count=125611 19322 225618 140976 170174 74955 10762 102309 91758 52699 203215 196178 23940 3777 855 15826 29607 50615 67334 11706 6055 428087 165988 132754 18329 68929 145386 1599 110274 41138 7712 866 83731 57 718 25698 121 10145 8 21
internal_value=0 3.12851e-05 -0.0338532 0.000339586 -0.00310945 -0.00115802 -0.00504323 -0.0179545 0.00525249 0.000866291 0.00756647 -0.0150352 -0.00606489 -0.044279 0.00194548 0.00506597 0.0119818 0.00751606 0.0241352 -0.0306062 0.000825165 0.00221115 0.00603247 -0.00198356 -0.00433016 -0.000365159 0.000852695 0.0017526 0.00745964 -0.000646062 -0.0116963 0.00549611 -0.0353564 -0.0565924 -0.0221167 -0.057309 -0.00170665 -0.0611466 -0.0617102
internal_weight=0 37209 287.48 36921.5 11660.6 10352.3 6479.07 1308.3 3873.24 4066.41 3443.02 2412.67 724.508 209.115 25260.9 6574.67 2061.44 1553.86 507.583 583.789 18686.2 12587.3 5103.02 6098.92 4684.61 7484.29 519.719 4513.22 1347.6 3165.62 430.224 1414.31 505.54 146.517 204.789 152.001 62.5978 144.924 144.888
internal_count=2864853 2727495 160419 2567076 1019486 815587 555082 203899 260505 305524 206940 249558 106029 137358 1547590 334212 159262 117949 41313 97870 1213378 614302 302928 599076 497016 311374 76554 174950 56964 117986 53565 102060 91815 126358 29475 141097 11000 125640 125632
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=4218880 3 294944 2 1 19732769 10225784 2949400 8 1 5 30 9241891 1 11080748 900 1 1 1 588 8388610 1 1 256 1 256 1
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=40
num_cat=24
split_feature=2 1 2 6 1 2 0 1 10 2 13 2 3 0 3 5 0 2 1 0 3 12 1 0 2 3 3 7 10 2 8 0 2 0 1 0 13 0 0
split_gain=42.8248 33.4133 21.585 16.5707 24.2501 39.8487 18.0729 12.5701 11.5923 14.2575 11.5621 17.476 10.9038 9.3345 9.98456 9.06841 8.51567 8.3464 8.08584 7.13587 5.59784 5.55999 5.37339 5.58702 3.85181 3.0837 3.04528 2.86205 1.47315 1.35835 1.11083 1.11803 0.975537 0.847389 0.766539 0.748888 0.285238 0.160649 0.126333
threshold=0 1 2 3 4 5 2.5000000000000004 6 7 8 9 10 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 11 39.500000000000007 12 13 1.5000000000000002 4.5000000000000009 14 15 12.500000000000002 16 5.5000000000000009 8.5000000000000018 17 18 19 20 55.500000000000007 21 90.500000000000014 22 126.50000000000001 23 1.5000000000000002 109.50000000000001
decision_type=9 1 9 1 1 9 2 1 1 9 1 9 2 2 2 1 2 9 1 2 2 1 1 2 9 2 2 1 1 9 1 2 9 2 1 2 1 2 2
left_child=18 2 -2 4 5 13 21 8 9 -6 11 -9 -12 14 -3 -8 -15 25 34 -10 22 -7 24 -24 -19 35 30 32 33 -29 31 -20 -22 -4 -1 -5 -36 -27 -39
right_child=1 3 28 17 7 6 15 10 19 -11 12 -13 -14 16 -16 -17 -18 20 26 -21 27 -23 23 -25 -26 37 -28 29 -30 -31 -32 -33 -34 -35 36 -37 -38 38 -40
leaf_value=0.0085320414937332355 0 -0.011270924613056262 -0.059769890016747519 0.029441274111302092 0.031972104333958064 -0.043782619154531112 0.0070065135475701635 0.00055134834923451837 0.0069130635067230044 0.007143093883394353 -0.0017130289181734742 -0.0054599198564305815 0.007417851497732374 0.042372447440198253 0.004198543282752344 -0.027512536957635149 -0.014270417525289406 -0.010627971541193037 -0.058560896687272303 -0.004905986224662446 0.006687144337326846 0.0021420985485217504 5.8597155211142172e-05 0.019102557101928944 0.01709792167615248 0 0 0.00078043557561055966 0 -0.025104300499966422 0 0 -0.008604743591183012 0 -0.010514014097830718 0 0 -0.0083568623183210029 0
leaf_weight=10.623963710153475 136.44793413137086 763.31449900139705 141.46007683479547 230.14367848403344 273.84020214970224 422.96593970424874 159.70468662315398 16664.554787598929 965.35722283832729 1316.4009351332206 2032.6302989751566 6732.1542326040217 3378.2870398946106 57.140615650860127 820.62575630338688 91.163597268503509 11.356991240754722 18.04524784637033 148.45779281444266 1005.2717532590032 84.998266049529775 12.030301323975435 1034.6740279768128 158.19305873522535 589.31948527164059 5.6636776062659946 1.8215892186854024 5.5869364248355851 1.048700340092181 63.118717465316877 0.052833041758275523 0.057425595470703139 16.514253800618462 0.40988589977496204 36.985246677679243 1.109799708938225 2.5633610896766177 11.333050668123175 0.1382077815942474
leaf_count=866 19302 60627 141007 27582 32334 188813 24204 974135 32919 109676 93997 653247 158605 2438 61954 21511 699 3958 128357 20191 3689 1005 49793 5208 34090 861 760 610 123 3074 6 15 1338 91 7368 119 270 1189 13
internal_value=0 2.51019e-05 -0.0321728 0.000311366 -0.000218954 -0.00997105 -0.0295459 0.000487786 0.00606103 0.0123581 -0.000198164 -0.0011724 0.00394213 -0.00116271 -0.00314138 -0.00606815 0.0284492 0.00863361 -0.0422963 0.000750733 0.00591756 -0.0418111 0.00770422 0.00320988 0.015205 0.025031 -0.0527556 -0.0095074 -0.0551875 -0.020727 -0.0574669 -0.0580142 0.000350434 -0.0592842 0 0.0288867 -0.00707352 -0.000596223 -0.00625632
internal_weight=0 37205 279.367 36925.6 34706.8 2338.3 685.865 32368.5 3560.87 1590.24 28807.6 23396.7 5410.92 1652.44 1583.94 250.868 68.4976 2218.84 200.562 1970.63 1970.45 434.996 1800.23 1192.87 607.365 248.388 150.39 170.218 142.919 68.7057 148.568 148.515 101.513 141.87 50.1726 231.253 39.5486 17.1349 11.4713
internal_count=2866044 2728402 160523 2567879 2436355 361251 235533 2075104 195120 142010 1879984 1627382 252602 125718 122581 45715 3137 131524 137642 53110 101760 189818 93049 55001 38048 29764 129138 8711 141221 3684 128378 128372 5027 141098 8504 27701 7638 2063 1202
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=4218880 3 294944 1 28 16842801 512 1 8914628 1 27594856 2 9966470 929 1 284 2097160 5 1 2359361 1 265312 256 1
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=40
num_cat=28
split_feature=2 1 2 4 2 3 0 12 1 8 3 7 2 2 1 1 7 8 0 2 2 11 10 8 5 0 2 7 13 3 1 3 10 2 0 1 3 0 0
split_gain=37.6192 30.7327 19.7376 15.7323 19.4151 12.8474 14.6603 11.3869 22.8476 13.6187 16.0293 26.8501 18.3266 12.7843 10.8346 8.80126 14.5193 6.57383 6.35504 8.60116 6.2954 6.25575 6.22247 11.0896 8.1203 5.26154 4.47159 4.46364 4.42359 4.28169 3.66075 1.50216 1.43583 1.30358 0.833802 0.76996 0.263187 0.0343181 0.21398
threshold=0 1 2 3 4 4.5000000000000009 3.5000000000000004 5 6 7 1.5000000000000002 8 9 10 11 12 13 14 5.5000000000000009 15 16 17 18 19 20 13.500000000000002 21 22 23 4.5000000000000009 24 4.5000000000000009 25 26 90.500000000000014 27 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002
decision_type=9 1 9 1 9 2 2 1 1 1 2 1 9 9 1 1 1 1 2 9 9 1 1 1 1 2 9 1 1 2 1 2 1 9 2 1 2 2 2
left_child=36 2 37 7 15 6 21 9 27 10 11 -3 -12 14 -11 16 29 -18 19 -17 -8 -6 23 -10 -24 -20 35 33 -15 -5 -28 -29 34 -9 -4 -7 -1 -2 -39
right_child=1 3 32 4 5 26 20 8 22 13 12 -13 -14 28 -16 18 17 -19 25 -21 -22 -23 24 -25 -26 -27 30 31 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.056144021176628311 -0.0018751496726437844 -0.0065381937568464599 -0.058414974930542478 0.0036552908092891885 -0.029410947128316153 0 0.017946046449430385 0.0064111545263714764 0.008581226096191585 -0.0044787280016468306 -0.0053622656040507978 0.0027457960827281143 0.0054699326273885372 0.04388126884017321 0.010048522112151492 -0.0041738537418086162 -0.01211971957078093 0.0050112436757634065 0.01799002385914342 -0.021478983508435353 -0.013449127874886713 -0.00016544075632358922 -0.0013970026737016503 -0.0094716274082079135 0.020806251045177752 -0.011656145079792325 0.0014337557607381778 0.026319918149500906 0.00030918864424376273 0.014179446933906444 -0.016184290228543979 0 0 -0.011426051368748439 0 0.014546710078614997 0 0.0059529476422448711 -0.0015274697914112838
leaf_weight=99.926928603890701 67.600460537621984 7776.016189156122 135.87898693369061 1152.8153458390734 707.78395126097894 15.336350290614064 102.68933047199971 105.80983518995345 2465.8024348610779 736.43346186727285 2017.8561982986212 5097.7556109280122 6255.9592191244519 104.4137905879179 1405.5049861599109 1910.1073565584375 700.71883136432734 273.97934084152803 166.40186190768145 328.1676532002457 70.382807922724169 104.65229827095754 3148.7235468896106 353.50495901703835 143.44536357466131 49.244537451304495 199.33651591441594 565.13428410713095 45.973467804724351 683.08061806837213 171.44531108664523 21.079900400713086 1.0418029008433212 13.960714193759484 0.39897854733862814 126.80078503070399 1.0605608160549298 25.496499322645832 44.209359254367882
leaf_count=102520 10382 686258 144054 88182 152348 4096 11032 4520 206294 12078 188042 377163 350645 6868 22157 136433 58503 9613 8630 44311 7206 10850 70826 7630 5028 2937 20287 26938 1740 35195 26424 1089 122 1206 104 14528 538 3605 5584
internal_value=0 -2.10663e-05 -0.0311503 0.000235135 -0.00410431 -0.0140042 -0.0206252 0.00121815 0.00480715 0.000156703 -0.00062763 -0.00284377 0.0027823 0.00743629 0.00492578 -0.00113788 0.00259659 -0.00693092 -0.00550849 -0.00720694 0.00382207 -0.0261399 0.0027071 0.00613645 -0.000160118 0.00940209 -0.000551467 0.0214 0.0326794 0.00785471 -0.00676501 0.0249848 -0.0537712 0.000114236 -0.0579135 0.0119665 -0.051783 0 0
internal_weight=0 37294.9 274.626 37020.3 6762.94 1498.43 985.508 30257.4 6817.46 23439.9 21147.6 12873.8 8273.82 2292.33 2141.94 5264.52 2810.59 974.698 2453.92 2238.28 173.072 812.436 6111.48 2819.31 3292.17 215.646 512.919 705.985 150.387 1835.9 370.782 586.214 137.32 119.771 136.278 142.137 100.987 137.306 69.7059
internal_count=2865966 2762908 163851 2599057 630575 246771 181436 1968482 323531 1644951 1602108 1063421 538687 42843 34235 383804 191493 68116 192311 180744 18238 163198 289778 213924 75854 11567 65335 33753 8608 123377 46711 28027 144280 5726 144158 18624 103058 19571 9189
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=16384 3 17072160 2 4200629 1 60 1 1 13701138 264352 640 900 9 1 4129 10494280 1 1 1 2 8462912 2 1 832 1 8914288 524
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=40
num_cat=25
split_feature=2 1 2 4 2 3 3 3 2 7 2 1 0 13 2 1 13 2 2 0 0 8 8 1 0 0 2 1 7 10 2 1 0 0 0 1 3 0 0
split_gain=33.8183 26.1947 18.2253 14.7192 16.5727 12.0095 11.5644 10.7615 29.763 22.0688 21.0435 20.8745 10.3128 8.87466 8.49536 8.01121 8.68718 10.481 7.85429 7.84933 5.03963 5.01581 3.23296 2.80814 2.00603 1.948 2.70547 1.8724 1.46946 1.38167 1.21244 1.08292 0.825491 0.61691 0.223882 0.199488 0.178494 0.0188227 0.235283
threshold=0 1 2 3 4 5.5000000000000009 3.5000000000000004 1.5000000000000002 5 6 7 8 2.5000000000000004 9 10 11 12 13 14 1.0000000180025095e-35 1.0000000180025095e-35 15 16 17 1.5000000000000002 6.5000000000000009 18 19 20 21 22 23 90.500000000000014 2.5000000000000004 1.5000000000000002 24 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35
decision_type=9 1 9 1 9 2 2 2 9 1 9 1 2 1 9 1 1 9 9 2 2 1 1 1 2 2 9 1 1 1 9 1 2 2 2 1 2 2 2
left_child=36 2 37 5 15 7 12 8 19 -10 13 -12 21 -9 33 22 20 -18 28 -3 -17 -6 24 -16 -5 30 -27 -14 31 32 -20 -7 -4 -8 -24 -30 -1 38 -2
right_child=1 3 29 4 6 18 14 10 9 -11 11 -13 27 -15 23 16 17 -19 25 -21 -22 -23 34 -25 -26 26 -28 -29 35 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.054333813167231064 -0.0011275377763273308 -0.018524075244240601 -0.056338309534296797 -0.0018682317230307071 -0.029612388549900288 0 0.01894510565830404 0.0078244015986077449 -0.0015386246616875343 0.0060677431577129924 0.01477613136999336 0.00011778630211605822 -0.012367041211441637 0.022665372970365652 -0.0028989474938862659 -0.0080671583663526666 0.0011756438200680639 0.030567344687484805 0 -0.0059561634493670353 -0.00098950404891600253 0.014590237197270751 0.040152347628423297 -0.020455037527957892 0.01581188330487264 0.016138023142825988 -0.010922734459581638 0.0044732253373152365 0.00046825224713967375 0 -0.016837702186557689 0.028195315342377125 0 0 0 -0.0062371526754930774 0 -0.0015920743464064441 0.0063504728579309479
leaf_weight=94.781140093240538 66.863956014727592 742.34538402211911 127.99368494009832 90.6155840557185 565.31664014984563 12.495995742501691 107.43070540734334 1321.3023636048383 8901.7996921811864 6566.4163427043459 1066.8322896959653 8323.7836327060359 58.952557854325278 671.47730796702672 344.22676498198416 1804.1775874544401 717.8064878184814 114.42456744331867 35.925817519775592 1897.1522856539086 2502.3489090983931 0.53980909218080242 29.083178593660705 140.31976635027968 74.722170493972953 24.859937303932384 45.182690309360623 142.00218296406092 7.6645769029855728 1.0278719253838051 604.88579740820569 32.171369374904316 0.36635012101032671 50.918023024161812 10.450067130848764 11.010957074991895 1.1439593996328756 44.260075910540763 25.288066073699156
leaf_count=102734 10299 101204 143555 9280 123169 998 14246 134099 611721 347369 77490 391700 7486 48674 35943 153597 36035 8468 3059 208047 180506 58 948 35888 6240 1660 1399 13795 661 121 34772 2884 91 5182 235 957 553 5502 3602
internal_value=0 -6.44792e-06 -0.0291618 0.000226047 -0.00397466 0.00117637 -0.0134814 0.00151264 0 0.00167833 0.00391752 0.00187049 -0.0217025 0.0131703 -0.00289976 -0.00132205 -0.00219958 0.00685577 -0.0108385 -0.00973519 -0.00405909 -0.0283343 0.0162277 -0.00972707 0.0057875 -0.0140969 0 -0.000474611 0.0151767 -0.0516054 -0.0159523 0.0220185 -0.055808 0.014374 0.0365748 0 -0.0499858 0 0
internal_weight=0 37284.4 265.8 37018.6 6753.34 30265.3 1409.71 29491.1 18107.7 15468.2 11383.4 9390.62 766.811 1992.78 642.895 5343.63 5138.76 832.231 774.197 2639.5 4306.53 565.856 204.871 484.547 165.338 710.854 70.0426 200.955 63.3429 129.388 640.812 44.6674 128.36 158.349 39.5332 18.6755 95.9251 136.412 92.152
internal_count=2864227 2760940 163170 2597770 631076 1966694 235767 1920304 1268341 959090 651963 469190 144508 182773 91259 395309 378606 44503 46390 309251 334103 123227 16703 71831 15520 40890 3059 21281 5500 143767 37831 3882 143646 19428 1183 1618 103287 19403 13901
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=16384 3 17072160 2 4200631 6564226 1 2100552 60 1 8388672 516 1 4196384 5316 1 1 448 8391186 88 1 1 262152 128 656
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=40
num_cat=22
split_feature=2 1 2 12 4 2 3 0 2 7 8 0 3 2 3 3 1 10 0 1 0 7 2 1 13 2 13 1 2 0 0 10 0 0 0 3 0 0 0
split_gain=30.1173 22.7471 16.1383 13.3383 18.4764 12.4928 10.8458 22.868 11.971 13.3864 10.6872 11.9073 15.891 10.9607 9.88768 9.34031 7.22639 7.0061 10.6179 9.32459 7.43685 7.09518 6.5731 5.27071 4.93724 3.46061 3.44502 2.10271 5.03388 2.5541 1.82041 1.33713 0.739944 0.539828 0.373076 0.219365 0.0318476 0.241345 0.102955
threshold=0 1 2 3 4 5 4.5000000000000009 1.5000000000000002 6 7 8 1.0000000180025095e-35 1.5000000000000002 9 1.0000000180025095e-35 4.5000000000000009 10 11 1.5000000000000002 12 1.5000000000000002 13 14 15 16 17 18 19 20 2.5000000000000004 27.500000000000004 21 90.500000000000014 6.5000000000000009 4.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009
decision_type=9 1 9 1 1 9 2 2 9 1 1 2 2 9 2 2 1 1 2 1 2 1 9 1 1 9 1 1 9 2 2 1 2 2 2 2 2 2 2
left_child=35 2 36 4 10 27 7 16 24 -10 11 12 -3 14 -12 -13 -6 19 23 25 -21 -20 -9 -19 -8 -7 -15 28 34 -30 33 32 -4 -29 -5 -1 -2 -38 -39
right_child=1 3 31 5 6 17 8 22 9 -11 13 15 -14 26 -16 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 30 29 -31 -32 -33 -34 -35 -36 -37 37 38 -40
leaf_value=-0.052463055916846746 -0.0018070106922317181 -0.0077568192154600455 -0.054190852238421419 0.031856605449776199 -0.0026735048043650153 -3.6027137912517716e-05 -0.017635439925020379 -0.021070381279701948 0.018258207370669775 -0.0087900942966970836 0.011223730125402264 0.0015956353303400806 0.0027024791962469031 0.039233178247199983 -0.0020224196386299307 -0.0082565820500757527 -0.02300504608344283 0.0076837409520747347 -0.0010662782334270645 -4.2892069521076784e-05 0.0077691381530737378 -0.012700378995729112 0.0028755541621696109 -0.0073015242061732575 0.0063657671262787588 0.023923057063429929 0.00013761606549676423 0.015831965440109862 0.0070416130313183528 -0.0099887454127255398 -0.0020699328424616855 0 0 0.035597405328182764 0 0 0.0064323946416382054 -0.004427375644489747 0
leaf_weight=89.874015906571003 67.533836418922874 4284.2943816612315 120.59170042487676 46.344491834985092 273.14365400734823 53.549479659646749 340.32267576987215 90.014442243933445 451.29099337245862 246.32328316773055 1016.3067137625767 13749.123486956734 2118.3623110042536 108.73450642963871 1139.2970278406283 998.35386804472364 1125.7535094391133 1383.3610377665609 1669.4097880315967 2718.784472119878 2072.704286421882 782.32035422045738 928.66222444942105 229.80620198603719 73.380819278128911 290.86987717542797 46.094571916153654 419.71803640865255 181.05736117600463 121.09883127827197 6.6415297412313512 1.000475832261144 0.42931069960468349 60.239153444301337 4.7721643717959514 1.0683200702478632 25.243817093229154 29.038349516718881 15.015508721146032
leaf_count=102932 10364 451208 143679 4456 23087 6184 42418 10245 36489 20496 14796 912347 176454 6919 19436 60156 209031 41367 30119 209263 125504 14194 80568 7135 6193 19175 1740 38174 17265 8194 546 118 96 3913 436 530 3679 4106 1459
internal_value=0 -2.8749e-05 -0.0275139 0.00018477 -0.000964499 0.00329766 -0.00767903 -0.0114029 0.000245838 0.00834214 4.12333e-05 -0.000654553 -0.00425319 0.00646552 0.00413492 0.000892965 -0.0195643 0.0021568 -0.000879081 0.004613 0.0032947 -0.0050636 0 0.00527441 -0.0122827 0.0198014 0.0295308 0.0147511 0.00616043 0 0.0194766 -0.0494038 -0.0536591 0.0208492 0.0268429 -0.0480813 0 0 -0.00131318
internal_weight=0 37289 258.853 37030.1 26989.5 10040.7 3528.89 2417.57 1111.32 697.614 23460.6 21150.1 6402.66 2310.43 2155.6 14747.5 1398.9 9200.81 4064.9 5135.91 4791.49 2451.73 1018.68 1613.17 413.703 344.419 154.829 839.872 353.273 302.156 486.599 122.021 121.021 479.957 51.1167 90.9423 136.832 69.2977 44.0539
internal_count=2864471 2761009 163501 2597508 2071583 525925 428527 322931 105596 56985 1643056 1600165 627662 42891 34232 972503 232118 452941 92815 360126 334767 44313 90813 48502 48611 25359 8659 72984 30351 25459 42633 143893 143775 42087 4892 103462 19608 9244 5565
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=16384 3 17072161 1 2 9507397 264479 1 1 264352 256 1 524 1 5047939 928 1 2369544 1 644 65541 1
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=40
num_cat=25
split_feature=2 1 2 12 10 2 8 1 0 2 0 7 3 2 2 0 3 1 10 0 5 1 3 0 5 1 2 1 0 0 10 2 0 0 2 1 2 3 0
split_gain=27.1232 20.4753 14.1672 11.0331 14.8859 25.8165 29.1587 28.3784 17.9926 34.7553 15.0992 14.011 13.3864 11.3926 10.0294 11.0975 7.59158 7.04406 6.67053 9.35791 10.6363 8.83013 6.42811 5.0284 3.63309 3.49039 3.37739 2.81858 1.69756 1.43186 1.19439 1.04298 1.96266 0.710627 0.685851 0.573857 0.433389 0.216326 0.191273
threshold=0 1 2 3 4 5 6 7 1.5000000000000002 8 3.5000000000000004 9 1.5000000000000002 10 11 1.0000000180025095e-35 4.5000000000000009 12 13 1.5000000000000002 14 15 7.5000000000000009 1.0000000180025095e-35 16 17 18 19 27.500000000000004 2.5000000000000004 20 21 6.5000000000000009 90.500000000000014 22 23 24 8.5000000000000018 25.500000000000004
decision_type=9 1 9 1 1 9 1 1 2 9 2 1 2 9 9 2 2 1 1 2 1 1 2 2 1 1 9 1 2 2 1 9 2 2 9 1 9 2 2
left_child=37 2 24 4 5 11 7 -7 14 10 -10 17 -13 27 15 -6 -11 -3 21 23 -21 26 -23 -20 34 -16 -15 28 -5 -8 33 35 -33 -4 38 -29 -26 -1 -2
right_child=1 3 30 13 8 6 29 -9 9 16 -12 12 -14 18 25 -17 -18 -19 19 20 -22 22 -24 -25 36 -27 -28 31 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.050730207078729599 0.012681801162822706 0.012312370253637442 -0.052280608209972095 0.030958163334634237 0.0047675817223878101 0.00028483564371427637 0.048355096870466741 -0.012994223874879718 -0.01175662217592646 0.017659405659065527 0.00048218950561865052 -0.0047490703209053069 0.0037878370071793379 -0.00046764401477638711 0.01091106818083365 0.017791027396837952 -0.0037836042305684084 0.0023568426068489566 -5.1018762764179887e-05 -0.006681086216848227 0.017155975545476917 0.0040590459106403598 -0.011505498095058872 0.01055384244383286 0 -0.0044977495312788053 0.022724852232924808 0.025436573834491327 0 0.00012622065770759232 0 0.0013896900610597066 0.020599812744178742 0 -0.00032264363626216655 0 -0.021259969641977138 0 0
leaf_weight=85.660697471248568 82.580912877165247 1111.7579363529076 114.5667793540415 151.84504098736215 1590.1951316765044 2488.1899118308211 64.517369065317325 4321.2998394520182 2017.0915592540987 929.90866890875623 1892.858007340692 5293.9315987711161 2742.8318317651283 53.953581212554127 137.09344708221033 1239.0126805310138 161.57516523683444 2219.2659520339221 883.14955315273255 2329.6593724265695 168.78437361773103 4638.2077226681868 243.90923089254647 773.68848793348297 2.1410683415597305 723.18865535454825 309.99186484958045 47.390704406891018 4.1332723540253928 20.551693879300728 1.1109222583472718 378.47738590883091 44.347148347180337 0.42762168674380419 20.15999193280004 38.598071784479544 32.211063166381791 1.0504197152040422 0.70257767336442967
leaf_count=103390 13787 75217 143803 13758 46808 278992 6107 618019 35748 33920 26213 435196 256294 6216 9045 33697 6958 163688 28013 40027 6041 327819 16501 22289 236 42525 20937 4465 351 1352 125 34228 2540 94 1606 3976 3947 530 37
internal_value=0 0 -0.0262923 0.000206719 -0.000839851 -0.00246824 -0.00727873 -0.0081368 0.00254422 -0.00131436 -0.00578228 0.000440481 -0.00179288 0.00303312 0.00782395 0.0106655 0.0140758 0.00587525 0.00206403 -0.000864777 -0.00476766 0.00443637 0.00314844 0.00482288 -8.21465e-05 -0.00133331 0.0188381 0.0153741 0.0275992 0.0423813 -0.0474854 0.00934143 0.00518381 -0.0517319 0.00775615 0.0192677 -0.0209723 -0.0463465 0.0109862
internal_weight=0 37273.3 253.901 37019.4 26953.3 18262.3 6894.56 6809.49 8690.92 5001.43 3909.95 11367.8 8036.76 10066.1 3689.49 2829.21 1091.48 3331.02 9401.34 4155.28 2498.44 5246.06 4882.12 1656.84 137.796 860.282 363.945 664.792 155.978 85.0691 116.105 508.813 422.825 114.994 103.443 85.9888 34.3521 86.7111 83.2835
internal_count=2864495 2760575 163635 2596940 2069779 1834865 904470 897011 234914 102839 61961 930395 691490 527161 132075 80505 40878 238905 467843 96370 46068 371473 344320 50302 19613 51570 27153 59318 14109 7459 144022 45209 36768 143897 15430 8441 4183 103920 13824
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=16384 3 17072160 1 1 25428072 1 768 268640 10 9506885 13114789 648 1 2 524 2 120 6563848 120 1 65541 262176 128 32768
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=38
num_cat=22
split_feature=2 1 2 6 1 2 10 0 13 0 2 1 2 0 3 0 2 0 1 1 2 7 2 5 3 2 2 7 0 10 0 0 0 0 3 3 0
split_gain=23.6141 17.4365 13.0065 11.3395 18.1241 33.1081 16.2224 12.795 9.70156 7.75824 12.0995 8.47199 7.11763 6.31756 7.28562 7.07854 5.75492 4.49613 4.25389 3.95262 4.65174 3.54161 5.80828 3.54034 2.89264 2.55678 2.22775 1.6587 1.39743 1.26706 0.72543 0.571381 0.470198 0.218123 0.18 0.109253 0.125358
threshold=0 1 2 3 4 5 6 23.500000000000004 7 4.5000000000000009 8 9 10 13.500000000000002 1.0000000180025095e-35 39.500000000000007 11 11.500000000000002 12 13 14 15 16 17 5.5000000000000009 18 19 20 155.50000000000003 21 90.500000000000014 126.50000000000001 1.0000000180025095e-35 25.500000000000004 8.5000000000000018 10.500000000000002 83.500000000000014
decision_type=9 1 9 1 1 9 1 2 1 2 9 1 9 2 2 2 9 2 1 1 9 1 9 1 2 9 9 1 2 1 2 2 2 2 2 2 2
left_child=34 2 23 4 5 13 8 9 -7 11 -11 -6 24 14 -3 -15 28 19 -18 20 -14 22 -19 32 31 -8 -23 -21 -9 30 -4 -5 -2 -34 -1 36 -26
right_child=1 3 29 12 7 6 25 16 -10 10 -12 -13 17 15 -16 -17 18 21 -20 27 -22 26 -24 -25 35 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38
leaf_value=-0.048468115489164652 0 -0.0097046094842836127 -0.050297104493601343 0.028268758153022978 0.0019093751821991696 -0.035711650894893227 -0.0024222967828969621 -0.038608190834397198 0.0050696652629244037 0.00091860864191923252 0.011801746740428481 -0.001645947300559332 -0.012035890293553883 0.034017496333745699 0.0034400853443239754 -0.015196025078835319 0.0071400355044299625 -0.0089300694379194027 -0.017581517729963858 0.0052818481983550412 0.013763533072995006 -0.0062769149624721443 0.03177856660381069 -0.020441905214328964 -0.008255082272206617 0.028900861231604277 0.01277386911771964 -0.0025346941639959554 0 0 0 0 0.014131379766177383 0 0 0 0
leaf_weight=80.587064001607359 54.315517108072527 758.62103256053524 108.80004024298978 190.58909566783404 11859.508320144494 555.80380277362565 16.937654051929712 105.74827799655031 43.128031974512851 3572.8041522148415 1439.5403575016535 15284.497108388838 40.513900247780839 68.674009149544872 839.00795229345385 11.816999692469834 101.9307538336725 17.719379700021818 86.486461440101266 327.48895390360849 416.32992621182348 91.565050625358708 135.45706531603355 33.929431918193586 9.140175472013647 22.455598345026374 66.565882864757441 955.44937876146287 1.4014565441757429 0.93345888145267863 0.36580243162461457 0.88567380420863528 47.980058024331811 0.72306094132363696 1.0710875733930141 0.77190977125428695 0.12370523018762547
leaf_count=102458 9261 65967 144097 21694 701027 236836 916 10381 5151 131239 105067 1125074 11404 3217 66607 809 5059 1154 4599 14886 23830 2476 4121 4201 1007 1472 4171 48772 106 118 94 88 6091 41 525 97 14
internal_value=0 4.65252e-06 -0.0245384 0.000202835 -0.000236816 -0.00871007 -0.0273942 0.000368829 -0.0321963 0.000577177 0.00418058 -8.10587e-05 0.007035 -0.000956049 -0.00268108 0.021913 -0.0193301 0.00479429 -0.00398584 0.00250286 0.010087 0.0155161 0.0246424 0 0.0237372 0.0197008 0.00118828 -0.000213267 -0.0345418 -0.0453829 -0.0497094 0.0277512 0.00808222 0.013044 -0.0441166 -0.00283226 -0.00600039
internal_weight=0 37268 247.047 37021 34768.4 2316.45 638.325 32451.9 598.932 32156.3 5012.34 27144 2252.6 1678.12 1597.63 80.491 295.567 2051.09 188.417 1739.78 456.844 311.307 153.176 136.948 201.511 39.3933 158.131 1282.94 107.15 110.099 109.166 191.475 103.019 48.7031 81.6582 10.0358 9.26388
internal_count=2864127 2761144 163903 2597241 2463527 380975 244375 2082552 241987 2062407 236306 1826101 133714 136600 132574 4026 20145 110814 9658 98892 35234 11922 5275 19594 22900 2388 6647 63658 10487 144309 144191 21782 15393 6132 102983 1118 1021
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=16384 3 17072160 1 28 21823537 1 1 12912426 768 9966214 2625098 96 28 2105672 5 2361344 2 2112004 2359400 4 1
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=40
num_cat=25
split_feature=2 1 2 0 2 8 1 0 10 3 2 3 2 2 5 1 0 1 7 1 0 1 5 7 0 4 1 0 3 2 3 1 0 7 10 2 0 0 0
split_gain=21.0219 15.2195 11.2712 9.86011 12.1781 25.0971 22.5645 24.5155 14.4839 11.5434 21.4862 21.2473 32.3641 22.5563 9.97841 9.62066 9.09301 7.70249 6.78075 4.27952 3.82459 3.51032 3.34126 3.31216 12.2185 7.84808 7.44553 4.7945 4.20886 2.9683 2.07943 1.69992 1.45016 1.26741 1.13773 0.912787 0.725924 0.368023 0.203392
threshold=0 1 2 4.5000000000000009 3 4 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 1.5000000000000002 8 9 10 11 6.5000000000000009 12 13 14 5.5000000000000009 15 16 17 1.5000000000000002 18 19 3.5000000000000004 2.5000000000000004 20 8.5000000000000018 21 151.50000000000003 22 23 24 90.500000000000014 1.0000000180025095e-35 6.5000000000000009
decision_type=9 1 9 2 9 1 1 2 1 2 9 2 9 9 1 1 2 1 1 1 2 1 1 1 2 1 1 2 2 9 2 1 2 1 1 9 2 2 2
left_child=-1 2 22 4 23 6 17 -8 30 10 19 12 31 15 -14 -13 21 -6 -15 33 -21 -12 37 24 25 -3 29 -28 -26 -25 -7 -11 -18 -5 36 -10 -4 -2 -39
right_child=1 3 34 9 5 8 7 -9 35 11 16 13 14 18 -16 -17 32 -19 -20 20 -22 -23 -24 26 28 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.042320961961876978 0 0.010965824808062179 -0.04814074250888202 0.0050303853144843562 0.00059016993568299786 0.064450587975633675 -0.034940106366451382 -0.0037242012620540737 0.0075452842164806001 0 -0.0038910448517989909 0.0081601862723862262 0.0056721423170008932 0.023918048940613685 -0.015885457291324481 -0.0050471109026986177 0.041916125048453871 -0.0063705002637541976 0.0011549815587297717 -0.001815337247239328 0.012728070350174687 0.019382962035418116 -0.020201339860908305 0.00097088509898360506 -7.4857514908296344e-05 -0.003689521499909542 -0.0033809082383400284 0.006696177531644614 -0.012961312463024736 0.0067223708682306706 0 -0.0306446549074674 0 -0.0039527675557529587 0 -0.0085941463636563676 0 0.013458322295148607 0
leaf_weight=77.872201866804971 54.239242341602221 1722.3568599427526 103.03097563004849 155.73842552618589 3358.9462049837457 57.186495244503021 465.75128411743935 577.05081421005889 25.08537136297673 16.952319714706391 90.094702258240432 887.3990805115609 944.12765315186698 663.6401974465989 243.72934941368294 1315.6707655523205 251.31715368889854 2858.8738803233427 212.12471876348718 195.54547010711394 610.46153190609766 77.108615543649648 33.741124986321665 11813.225502014044 863.84793445438845 410.46243749305722 6395.0848599293022 463.82464105676627 360.13463308499195 965.0116053892998 2.7591967922635368 448.81538430936052 1.415340301580726 549.05680930544622 1.0209543528035272 33.416272001340985 0.31652514627785322 42.404479674223694 7.148519561829743
leaf_count=102796 9287 84476 143399 4754 314740 5986 180065 121012 836 1420 6536 30156 36885 54433 20690 40571 19556 281980 17461 7930 21628 8136 3713 566460 34415 30680 507767 22346 15688 89730 321 50295 88 20187 121 1589 70 5595 530
internal_value=0 -1.41858e-05 -0.023169 0.000153791 -0.000602793 -0.00413022 -0.00498499 -0.018362 0.0363853 0.00363484 0.0101028 0.000886041 -0.00809366 0.00583705 0.000714313 0.000189708 0.029157 -0.00258258 0.0190233 0.00393257 0.00879709 0.00742233 0 0.00052165 0.00340537 0.00799463 7.53645e-06 -0.00262591 -0.00432507 0.00144826 0.0616057 -0.0292699 0.0411931 -0.00140141 -0.0432141 0 -0.0475141 0.00743715 0.0118019
internal_weight=0 37278.1 241.902 37036.2 30373 7379.07 7260.62 1042.8 118.447 6663.2 1930.74 4732.46 1653.62 3078.83 1187.86 2203.07 419.936 6217.82 875.765 1510.8 806.007 167.203 137.533 22993.9 3356.8 2132.82 19637.1 6858.91 1223.98 12778.2 59.9457 465.768 252.732 704.795 104.368 58.5016 103.348 103.792 49.553
internal_count=2864328 2761532 162715 2598817 2258091 906529 897797 301077 8732 340726 88815 251911 109290 142621 57575 70727 34316 596720 71894 54499 29558 14672 19125 1351562 165259 115156 1186303 530113 50103 656190 6307 51715 19644 24941 143590 2425 143469 15412 6125
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=16384 3 17072160 29430841 1 960 1 6557218 8716618 6033585 2 616 768 5 304 832 2 12 2 896 16777264 512 12 1 2816
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=40
num_cat=26
split_feature=2 1 2 0 5 7 3 2 2 1 2 7 3 1 0 1 0 2 0 7 3 3 2 8 2 3 2 0 8 5 1 8 10 2 0 0 6 13 3
split_gain=19.4515 13.213 10.3962 9.0461 19.7336 15.346 24.1186 14.5957 11.2177 9.28332 9.02359 9.80718 7.64006 7.18908 5.63773 8.10948 6.03083 10.06 5.46811 5.17895 5.0508 4.77884 4.47634 10.5989 4.09063 3.32613 3.17013 2.85004 2.79846 2.79666 2.59487 1.18039 1.11823 1.02776 0.685436 0.33335 0.307477 0.208091 0.192476
threshold=0 1 2 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 7 8 9 7.5000000000000009 10 30.500000000000004 11 4.5000000000000009 12 68.500000000000014 13 1.0000000180025095e-35 6.5000000000000009 14 15 16 4.5000000000000009 17 141.50000000000003 18 19 20 21 22 23 90.500000000000014 1.0000000180025095e-35 24 25 8.5000000000000018
decision_type=9 1 9 2 1 1 2 9 9 1 9 1 2 1 2 1 2 9 2 1 2 2 9 1 9 2 9 2 1 1 1 1 1 9 2 2 1 1 2
left_child=38 2 29 4 5 6 13 21 -8 24 11 -7 -11 -3 16 18 22 19 33 -18 -19 28 23 -5 -9 -24 36 -20 -6 35 -12 -28 34 -16 -4 -2 -17 -23 -1
right_child=1 3 32 14 7 10 8 9 -10 12 30 -13 -14 -15 15 26 17 20 27 -21 -22 37 25 -25 -26 -27 31 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.045416082184232334 0 -0.0049790441213962977 -0.046350258180312569 0.0037534464008323353 -0.030605364504912955 0.025441727635140021 -0.0086202415611164162 0.017932321001674582 0.0037930624884236468 -0.019271723639309075 -0.00065770569398583762 0.0043533136150898126 0.023379094112515337 -0.016924256887452565 0.0016597897623262061 -0.0021739605425101466 0.0040085199048511952 0.018566387835549605 0.028393949383509611 -0.0029744909250162175 0.006444746197682376 0.012945757922050539 0.00054454319652600888 0.050390177367663783 -0.00092404147617863158 -0.0036694945913274845 -0.035289136595518258 -0.0038037518966778589 0.0047425705474408407 -0.018556052171249095 -0.017590473852391292 0 0 -0.013716170897945502 0 0.011059298048001582 0.0082785715201920112 0 0
leaf_weight=74.406525447375316 54.337916747201234 1082.3062585678417 98.592987118972815 1627.3894350532064 452.96530416943278 209.92768871842418 895.96269149286672 125.03489350620657 3167.970134391333 381.57100955727219 255.65664351788291 3280.5560072694134 15.288610526389673 1244.6041913020235 16.81137982517248 20.823548506363295 2666.6633283798874 515.14539254464034 61.618302413029596 1670.2352851842879 1514.9282559751882 5.4051583530090275 15008.116176652467 22.177991775097325 290.30027427262394 2109.0135931211407 117.57787396817002 9.2268660729750973 0.54272646037861605 32.462369619053788 160.86407009448158 7.013964087702333 0.97386364731937547 73.520835656439885 0.3314897722157174 50.065144373555086 11.359650321770458 0.84016494173556555 1.0159846161550365
leaf_count=103194 9261 108331 143786 174578 89773 11239 99208 11626 203422 74146 28741 197444 2246 137466 1568 1816 103043 40822 3398 60626 114848 1130 921655 1518 38448 129707 8436 542 49 3704 26468 168 119 4048 74 6126 924 90 546
internal_value=0 1.21321e-05 -0.0217477 0.000182709 -0.00212282 -0.000623839 -0.0036588 -0.0137344 0.000928156 -0.00459828 0.00425291 0.00598049 -0.0150457 -0.0117225 0.00124387 -0.0113087 0.00142788 0.00408642 0.00342693 0.00124806 0.00984412 -0.0273391 0.000504875 0.00541569 0.00517036 2.32003e-06 -0.025025 0.0213416 -0.029651 0 -0.00882271 -0.0313272 -0.0413989 -0.00966305 -0.0457128 0.00693237 0 0.01031 -0.0410961
internal_weight=0 37258.2 236.764 37021.4 11569.8 10297.8 6390.84 1271.95 4063.93 812.195 3907 3490.48 396.86 2326.91 25451.6 317.952 25133.7 6366.97 161.177 4336.9 2030.07 459.753 18766.7 1649.57 415.335 17117.1 156.775 70.8452 453.508 136.865 416.521 124.592 99.8983 90.3322 98.9245 104.403 32.1832 6.24532 75.4225
internal_count=2864334 2760594 163070 2597524 1029827 812319 548427 217508 302630 126466 263892 208683 76392 245797 1567697 20900 1546797 319339 9556 163669 155670 91042 1227458 176096 50074 1051362 11344 3940 89822 19091 55209 8604 143979 5616 143860 15387 2740 1220 103740
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=16384 3 17072160 2 1 1058012 7151896 896 14420088 8 672 100 13436195 1 14750732 1 2427648 1381396 1 2 840 1 1 9437330 1 1
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=40
num_cat=27
split_feature=2 1 2 11 2 1 0 6 2 13 0 3 8 10 0 12 7 3 5 2 5 0 2 5 1 1 3 3 1 0 0 2 1 2 2 10 2 0 0
split_gain=17.1758 11.9153 9.09695 8.40394 9.03655 16.2142 14.0163 10.3031 8.86424 5.78351 7.10722 5.59112 7.50717 4.7987 10.9066 7.46479 3.72949 8.69558 3.48692 3.25836 3.02734 2.77391 11.1702 5.8585 2.74877 2.73523 2.69962 2.43091 2.35757 2.1668 1.76009 1.45445 1.43284 1.81347 1.33082 0.954656 0.649183 0.568682 0.526229
threshold=0 1 2 3 4 5 1.0000000180025095e-35 6 7 8 3.5000000000000004 6.5000000000000009 9 10 1.5000000000000002 11 12 1.5000000000000002 13 14 15 2.5000000000000004 16 17 18 19 4.5000000000000009 7.5000000000000009 20 1.0000000180025095e-35 1.5000000000000002 21 22 23 24 25 26 90.500000000000014 11.500000000000002
decision_type=9 1 9 1 9 1 2 1 9 1 2 2 1 1 2 1 1 2 1 9 1 2 9 1 1 1 2 2 1 2 2 9 1 9 9 1 9 2 2
left_child=-1 2 20 4 16 9 19 -8 26 10 -6 13 25 15 -15 -10 17 30 -11 -7 24 23 -23 -18 38 -13 28 -14 29 -5 -3 -19 36 -34 -30 37 -28 -4 -2
right_child=1 3 35 8 5 6 7 -9 11 18 -12 12 27 14 -16 -17 21 31 -20 -21 -22 22 -24 -25 -26 -27 32 -29 34 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.039234974712054449 0.021810006667077754 0.022992056889927222 -0.044973308583969189 0 -0.004865991606462461 -0.0026999796254872643 -0.0090289273265257552 0.021084995110463647 0.00090651016836377791 0.011316555619266198 0.0060671115162588022 0 -0.0054000811781235334 0.0069398148279161166 -0.0049377212937604525 0.011358511472930263 -2.5175874375825181e-05 0.0058838646273777729 -0.0082349530792748035 -0.029068422030450694 -0.019638866454626536 0.028507050071887842 0.0010131114003834847 -0.0061106972407304087 -0.0054324536160948013 -0.024032927556684805 -0.001478545338843 0.017598677587224699 0.004016606944846411 0.018667565257807574 0.0062425021218461578 -0.011549805343975879 0.0044534644467905679 -0.011190991966378905 0.014388507429563546 0 0.010656442667066321 0 0
leaf_weight=71.889730212809809 53.095485066442052 194.01346116836066 91.742686101257277 102.38795915810624 2732.1688823978184 102.76722973450524 842.21529154762538 97.310293045709841 2035.1659948782763 496.70549267041497 709.79479880817235 76.140077673597261 35.527283044531941 1150.8352133170702 2182.9622773462906 1062.0405281812418 13900.994347023399 13.751439478044631 69.420184225775301 445.70208089485823 33.30653600016376 112.85180164466146 6371.8302190786198 1770.2514055021747 52.532360193261411 192.68055622850079 3.5829733513528481 75.283585779834539 887.50225216860417 491.74284318313585 221.61282157381356 168.23453861830058 70.356300814601127 130.34058354276931 178.5893076172797 1.1560393227264274 102.94592706413823 0.46746811681077716 1.1102215560385946
leaf_count=103729 8882 10253 141140 9752 251202 31485 135237 12467 158426 42228 70148 4818 1059 30246 34602 64610 892245 2202 7358 140004 4245 9784 286201 230966 8371 12129 326 2658 61909 36715 9118 8912 6711 9317 16150 127 8278 102 62
internal_value=0 0 -0.0207954 0.000157234 -0.000674381 -0.00430004 -0.0130857 -0.00504456 0.00286096 -0.0008672 -0.00249204 0.00107833 -0.0101471 0.00183313 -0.000723056 0.00466104 0.000194536 0.00773577 0.00812206 -0.0255918 -0.000262961 -8.93245e-06 0.00171202 -0.000742076 0.00655212 -0.0189264 0.00872366 0.00851496 0.0103349 0.0157659 0.0157559 -0.0084383 0 -0.0046316 0.00648281 -0.0400278 0.00790872 -0.0443659 0.0180308
internal_weight=0 37261.1 233.411 37027.7 28249.6 5496.08 1487.99 939.526 8778.08 4008.09 3441.96 6810.64 379.632 6431 3333.8 3097.21 22753.5 597.612 566.126 548.469 140.045 22155.9 6484.68 15671.2 106.738 268.821 1967.45 110.811 1660.22 594.131 415.626 181.986 307.226 200.697 1066.09 93.3662 106.529 92.2102 54.2057
internal_count=2864174 2760445 162929 2597516 2139810 690129 319193 147704 457706 370936 321350 308548 20664 287884 64848 223036 1449681 30485 49586 171489 21560 1419196 295985 1123211 17315 16947 149158 3717 124526 46467 19371 11114 24632 16028 78059 141369 8604 141242 8944
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16384 3 17596448 1 26547313 896 1 13181277 1 1 1 1 8 2 130 2 5120 2 1 580 616 262209 140 4194569 344 1 4784136
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=37
num_cat=22
split_feature=2 1 4 1 2 7 3 2 2 8 3 2 2 0 3 3 3 2 2 1 7 5 3 3 3 7 7 0 2 0 0 2 0 2 3 2
split_gain=15.3135 10.5241 7.95915 12.6196 17.159 9.67996 11.8442 10.0934 9.14585 8.83024 8.65674 8.66591 8.60502 8.36386 6.70049 6.38471 5.93519 19.6682 17.0107 15.4077 13.429 4.82944 3.66814 2.88675 2.65427 1.88097 1.62469 1.51757 2.27676 1.44696 1.35353 1.21378 0.35134 0.167747 0.154523 0.042268
threshold=0 1 2 3 4 5 4.5000000000000009 6 7 8 5.5000000000000009 9 10 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 11 12 13 14 15 2.5000000000000004 7.5000000000000009 2.5000000000000004 16 17 6.5000000000000009 18 10.500000000000002 3.5000000000000004 19 19.500000000000004 20 8.5000000000000018 21
decision_type=9 1 1 1 9 1 2 9 9 1 2 9 9 2 2 2 2 9 9 1 1 1 2 2 2 1 1 2 9 2 2 9 2 9 2 9
left_child=34 29 10 5 14 6 8 -8 -4 12 16 25 -7 23 30 -11 17 21 22 -20 -19 -3 -18 -6 -15 32 -16 31 -29 -2 -5 -13 -12 -27 -1 -31
right_child=1 2 3 4 13 9 7 -9 -10 15 11 27 -14 24 26 -17 18 20 19 -21 -22 -23 -24 -25 -26 33 -28 28 -30 35 -32 -33 -34 -35 -36 -37
leaf_value=-0.041753340497209079 -0.031688696663341141 -0.0059829580027265482 -0.025654883640747212 -0.019402102687810299 -0.036731723287505853 0.01041081703226911 -0.010982680998799456 0.01371582172359798 0 0.019266522386331045 0.029125155088142229 0 -0.013120749763358367 0.0099928915066774052 0.010393240655933458 -0.0033269567927712036 0.0050097228539556105 -0.0012003418224298874 0.011894863863137537 -0.00042084999800528995 0.0047017631545237786 -0.018905562639118603 0.014695758644343122 0 -0.012889485900581008 -0.0056630357977136316 -0.0007495318891585852 0.014289782468612053 -0.010476413379854525 0.003149470790784736 0 -0.015609038283141191 0 0 0 0
leaf_weight=67.844770783420245 96.637036068634188 2233.7805323886278 109.92393676741631 215.76239291130332 313.79103015059081 135.18961072608363 151.73815470439149 1092.1944511636975 1950.6862741811492 166.40930960420519 46.107360886882816 35.429404029040597 1222.4629846101743 49.772767447357182 111.09314104227815 281.91256260266528 799.48858736783586 8910.8772797063211 1110.2709749363567 8381.9519700106321 6669.2533206287408 355.23051979101729 1228.861279764169 18.119087677128846 88.400592023404897 12.809865947230717 749.22697732322558 25.871418892871588 44.88706659222953 2.6124528279324295 41.789971895865165 595.51263006941008 0.52687887940555711 6.185327235027219 1.0264560589857854 2.7858298163628197
leaf_count=102845 65902 271022 12361 27063 136834 12832 12592 65877 164038 6271 4012 3093 116283 7361 6898 10616 80135 644655 79942 398190 361909 45926 110700 5371 11420 1163 55065 1679 1421 560 3174 34442 43 495 536 1628
internal_value=0 1.79865e-06 0.000113576 -0.00298999 -0.0106653 -0.000476734 0.00267264 0.0103013 -0.00185803 -0.00633497 0.000808297 -0.00943759 -0.0104065 -0.0260268 -0.00327048 0.00511456 0.00109246 -1.79072e-05 0.00286508 0.00103207 0.00131249 -0.00803614 0.0110984 -0.0346685 -0.00255071 0.0173702 0.000762419 -0.0130237 0 -0.0271583 -0.016573 -0.0146937 0.0249662 -0.000476654 -0.0375496 0
internal_weight=0 37257.6 37155.5 6698.47 1587.96 5110.52 3304.54 1243.93 2060.61 1805.97 30457 767.33 1357.65 470.083 1117.87 448.322 29689.7 18169.1 11520.6 9492.22 15580.1 2589.01 2028.35 331.91 138.173 65.6294 860.32 701.701 70.7585 102.035 257.552 630.942 46.6342 18.9952 68.8712 5.39828
internal_count=2864354 2760973 2692883 654056 253186 400870 254868 78469 176399 146002 2038827 46348 129115 160986 92200 16887 1992479 1323512 668967 478132 1006564 316948 190835 142205 18781 5713 61963 40635 3100 68090 30237 37535 4055 1658 103381 2188
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=16384 2 2 960 8487459 9 12912658 796170 1 46276 4468762 2394498 2394440 60 1 2 1 4 8391186 262152 1152 2433084
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=40
num_cat=28
split_feature=2 1 2 0 10 3 7 3 0 1 5 2 10 0 2 12 2 8 4 3 2 10 3 2 2 7 0 2 2 7 12 3 2 2 11 8 0 3 7
split_gain=13.5023 9.15634 24.6366 13.8666 8.50067 9.6891 8.06533 7.9071 6.98585 5.73636 10.3966 12.7556 6.46339 10.4587 7.59214 6.40314 11.6566 8.95577 8.39155 7.66465 9.35246 8.05046 6.3133 13.2861 6.52395 6.23752 6.08547 6.90961 5.9961 5.12036 4.80225 4.58359 4.45089 4.28777 4.24575 3.98996 5.42627 3.85984 3.13948
threshold=0 1 2 1.0000000180025095e-35 3 2.5000000000000004 4 1.0000000180025095e-35 16.500000000000004 5 6 7 8 2.5000000000000004 9 10 11 12 13 1.5000000000000002 14 15 4.5000000000000009 16 17 18 1.5000000000000002 19 20 21 22 1.0000000180025095e-35 23 24 25 26 1.0000000180025095e-35 5.5000000000000009 27
decision_type=9 1 9 2 1 2 1 2 2 1 1 9 1 2 9 1 9 1 1 2 9 1 2 9 9 1 2 9 9 1 1 2 9 9 1 1 2 2 1
left_child=-1 2 4 34 6 -6 7 8 -2 10 12 -12 13 14 -3 18 25 -18 22 20 -20 -21 24 -24 -11 -17 27 -14 -28 -13 31 -5 -9 -15 -4 -8 -37 -27 -33
right_child=1 9 3 30 5 -7 35 32 -10 15 11 29 26 33 -16 16 17 -19 19 21 -22 -23 23 -25 -26 37 28 -29 -30 -31 -32 38 -34 -35 -36 36 -38 -39 -40
leaf_value=-0.03576868708527732 -0.021990444758853658 0.014437743290609331 -0.047266888939964308 0.00079183252696733448 0.024185993226070245 -0.0066414564458675829 0 0.0050479894407401207 0.018241266855510779 0.0013861935462224639 -0.014888161792578137 0 -0.0088384794017962696 0 -0.0025245206098952924 0.0024711607101272361 0.0071190237197679453 0.041562067779621313 0.031235684361383256 -0.010493827904475957 -0.0025035692679043885 0.002015840831057835 0.014027733528709344 -0.012331733385974672 -0.0030138823153363806 -0.0021950505406656811 -0.011528729530958128 0.0093628591687600557 0.004608498965254706 0.04573913757707445 0.014270206280586079 0 -0.015429915280277533 0.025822301640295444 0 0.030750846213949919 -0.0011509424847460056 -0.014949324600673379 -0.027468981954374819
leaf_weight=65.853543536068173 427.6262567750382 330.02054212940857 186.03834703552275 101.53859579793061 234.4350804798305 128.33348011085764 507.51430747164704 361.83971494327125 17.027427961773355 13784.979888238595 34.791726717725396 38.486327334307134 238.14512270689011 63.14450570801273 832.17994893994182 4317.4995332873659 2035.6666682418436 55.089241188485175 77.902433256444056 2095.0571898593407 216.8021049380186 617.70797321409918 193.88984163878195 937.78763668934698 4399.4401640688375 2145.910310328356 688.73937751259655 718.31000538403168 282.18554871575907 112.07040379417595 35.899586871033534 62.706094276873046 103.93804868579173 303.41935695009306 10.775597434549125 84.308729934389703 64.528067966923118 257.29690141696483 156.15809923786583
leaf_count=102778 57126 42019 158191 32249 4573 3235 65193 33933 1005 773086 3250 3381 12841 7203 63711 200577 156014 3296 9088 278950 20480 28376 17440 52166 451623 92296 9229 18570 9631 9304 2894 19942 30617 21952 1575 2059 1560 12986 50004
internal_value=0 0 -0.00582039 -0.0236629 -0.000176727 0.0128423 -0.00356475 -0.00957253 -0.0187622 0.000418682 0.00415192 0.0256743 0.00271255 0.0075261 0.00238251 -1.30945e-05 0.00225517 0.00870208 -0.000923664 -0.00581223 0.00843795 -0.00754505 -0.000139187 -0.0072971 0.000301088 0.000162254 -0.00100904 0.00440118 -0.00661053 0.0364324 -0.00968825 -0.0142208 0 0.0216636 -0.0440548 0.00446025 0.0173694 -0.00383558 -0.0216469
internal_weight=0 37259.2 2482.67 553.116 1929.55 362.769 1566.78 910.431 444.654 34776.5 3641.49 185.348 3456.14 1528.76 1162.2 31135 8811.46 2090.76 22323.6 3007.47 294.705 2712.77 19316.1 1131.68 18184.4 6720.71 1927.38 956.455 970.925 150.557 356.302 320.403 465.778 366.564 196.814 656.351 148.837 2403.21 218.864
internal_count=2864403 2761625 464156 264855 199301 7808 191493 122681 58131 2297469 201091 15935 185156 134885 105730 2096378 465169 159310 1631209 336894 29568 307326 1294315 69606 1224709 305859 50271 31411 18860 12685 105089 102195 64550 29155 159766 68812 3619 105282 69946
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=16384 23 30246064 1 1 512 2 862338 1 8988372 1 2885032 1 2 2104216 1 8664000 24641596 1 2687828 8458282 6 1 294944 2959492 1 1 6
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=38
num_cat=23
split_feature=2 1 0 2 1 7 1 12 0 1 2 5 3 7 2 8 3 1 0 6 2 6 10 5 0 0 8 8 0 3 0 2 3 3 3 0 2
split_gain=12.0948 8.83915 6.7299 14.2712 21.2691 8.02152 7.39509 6.16477 5.09483 7.67918 5.10116 4.97534 10.4482 5.80693 4.68519 10.8263 6.89545 4.2569 11.7199 3.90468 3.5937 3.40022 3.35667 2.8943 2.55057 2.1956 1.78089 1.43609 1.42204 1.07835 0.638606 0.608196 0.242394 0.145794 0.0742774 0.0576537 0.0438532
threshold=0 1 1.0000000180025095e-35 2 3 4 5 6 30.500000000000004 7 8 9 3.5000000000000004 10 11 12 1.0000000180025095e-35 13 15.500000000000002 14 15 16 17 18 4.5000000000000009 68.500000000000014 19 20 10.500000000000002 8.5000000000000018 59.500000000000007 21 3.5000000000000004 8.5000000000000018 1.5000000000000002 6.5000000000000009 22
decision_type=9 1 2 9 1 1 1 1 2 1 9 1 2 1 9 1 2 1 2 1 9 1 1 1 2 2 1 1 2 2 2 9 2 2 2 2 9
left_child=33 28 3 5 6 7 20 23 14 10 25 13 -13 -7 15 16 -4 18 -16 -8 -5 27 26 -3 -19 -10 -6 -11 -2 -17 -12 -23 -9 35 -24 -1 -30
right_child=1 2 8 4 22 11 19 32 9 21 30 12 -14 -15 17 29 -18 24 -20 -21 -22 31 34 -25 -26 -27 -28 -29 36 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=-0.03890999714135502 -0.029762300022340676 0.028273428084546338 0.015318801064766916 -0.0055651947138908864 -0.035753006436019766 0.00310904736246795 -0.013189844184739133 -0.010152798988041473 0 -0.035171120923943526 -0.023268678529731527 -0.01392481960003969 0.013304730302927132 -0.0021599042775569659 0.0034794664938953192 0.055200571760255383 0.00063366524303594407 -4.1381889652920481e-05 0.048400018443697679 0.014695220943894458 0.0078272079064310631 0.0087357958252291101 0 -0.0029306878624261162 0.0023731830278193875 0.026453168242990922 0 0 0.0032089244082816452 0 0 -0.005785268461947924 0 0 0.0044655173156310617 0 0
leaf_weight=60.019897943064279 93.19924228527816 174.38549234980019 417.9205149181289 275.2336456226185 307.4473099231036 3323.2653364345824 697.72477595703094 32.906958385137841 62.062174452235922 108.07418908720138 23.163635512115434 644.23891369928606 141.90174618293531 5470.6577454669314 568.71115188411204 19.29321405757219 1297.6850200111512 17173.586525930048 38.787814942101249 19.603003065625671 462.01820691104513 6.8250386558938771 4.6902542468160373 9.1044742200174351 5736.6367759742134 52.5957126658177 0.58229483192553644 5.4898213227279475 2.587539380430826 0.77486976608633895 23.459473838098347 34.950698742992245 15.801485121715812 0.99825880819116619 7.248888588976115 2.3851389374831333 2.606788450269959
leaf_count=99736 66055 10174 51145 20533 149450 207296 78085 1759 2935 9152 2321 110434 19913 447769 116503 1262 135108 1015668 3338 2095 40334 681 469 1862 257544 2083 64 144 549 56 2230 1873 783 539 706 2253 1574
internal_value=0 0 9.56851e-05 -0.00189166 -0.0100445 -0.000350046 -0.00427852 0.0165275 0.00100915 -0.0109534 0.00331364 -0.000857322 -0.00833379 -0.000129868 0.00118381 0.00616383 0.00458461 0.000793196 0.00882245 -0.0113156 0.00241243 -0.0243864 -0.0320352 0.0251257 0.000552211 0.014723 -0.034977 -0.0330102 -0.0252237 0.052769 -0.0151236 0 -0.00718253 -0.0342461 0 -0.0383232 0
internal_weight=0 37255.2 37156.8 11586.8 1774.55 9812.26 1454.58 232.198 25570 316.621 161.281 9580.06 786.141 8793.92 25253.4 1735.67 1715.61 23517.7 607.499 717.328 737.252 155.34 319.969 183.49 22910.2 114.658 308.03 113.564 98.3936 20.0681 46.6231 41.7757 48.7084 63.4033 11.9391 62.405 5.19433
internal_count=2864475 2761947 2693769 1091726 291736 799990 141047 14578 1602043 21419 9569 785412 130347 655065 1580624 187571 186253 1393053 119841 80180 60867 11850 150689 12036 1273212 5018 149514 9296 68178 1318 4551 2554 2542 102528 1175 101989 2123
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=16384 2 25461363 960 8 768 1 100 9437234 2 6 10588172 1 13 1 3215500 1 1 2 1 1 1312000 2433084
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=38
num_cat=24
split_feature=2 1 11 2 13 3 10 0 1 2 0 3 7 1 1 2 0 0 10 8 0 8 1 3 2 2 10 10 10 0 0 2 3 3 3 2 2
split_gain=11.053 7.21994 6.19539 7.56661 33.74 21.7215 28.1146 22.2507 9.17681 7.13129 4.82634 4.78963 11.5463 9.78723 5.82575 6.49824 4.44609 4.41444 6.2137 7.04522 4.64486 4.23336 2.94244 2.59191 2.3204 2.23249 2.19973 1.95827 1.5685 1.29735 1.1529 0.756447 0.599284 0.318477 0.146543 0.102035 0.0430625
threshold=0 1 2 3 4 1.0000000180025095e-35 5 1.5000000000000002 6 7 23.500000000000004 1.0000000180025095e-35 8 9 10 11 1.5000000000000002 1.5000000000000002 12 13 2.5000000000000004 14 15 5.5000000000000009 16 17 18 19 20 10.500000000000002 2.5000000000000004 21 13.500000000000002 3.5000000000000004 8.5000000000000018 22 23
decision_type=9 1 1 9 1 2 1 2 1 9 2 2 1 1 1 9 2 2 1 1 2 1 1 2 9 9 1 1 1 2 2 9 2 2 2 9 9
left_child=34 29 3 11 5 7 -7 -5 10 17 -6 12 31 -14 16 -16 -13 22 19 -19 -20 23 27 26 -10 -24 -11 -4 32 35 -25 -3 -23 -30 -1 -2 -31
right_child=1 2 9 4 8 6 -8 -9 24 21 -12 14 13 -15 15 -17 -18 18 20 -21 -22 28 25 30 -26 -27 -28 -29 33 36 -32 -33 -34 -35 -36 -37 -38
leaf_value=-0.037069467205867589 0 0 -0.011334883769353099 -0.005288218057474859 0.042336490736038151 -0.011815763036828448 0.0036931542669258648 0.01366448045184105 -0.0062494358959731891 0.0093950846479268213 0 0.0013485572734659775 0.00026757101280713668 -0.0075957193454027436 0.0022439470362688504 0.01220505259291936 -0.0065782213104706583 0 -0.01291090944000298 0.017455012950733484 -0.0020657880645244221 0.040719978898183476 0.0062392270906946306 0.0010156876928905769 0.0097542065634210369 -0.003307176453550803 0.0023175687579371448 0.0041855265398598358 0.0089010318703386677 0.0031794087520600023 -0.011101396562953112 0.018478329797812651 0 0 0 -0.027163520298335592 0
leaf_weight=60.565044000177295 5.149004852566577 3.6362362315994687 172.54885314573767 1380.0776651222404 127.49069089881959 4810.8620529710752 1490.127969219815 1061.5142928269415 52.931019619107246 1349.639429449715 16.621823865338229 1524.8317801540834 4740.8469415059953 2286.3716550623503 7757.0737265158677 703.58603258472431 1208.787791275623 1481.6983338503051 549.69012448890135 246.92547026090324 1591.001212479081 31.401836789911613 1969.2390432329266 115.37668097610003 914.85215093533043 214.14247684756992 874.52032337617129 79.746001464314759 23.01363692805171 2.599651811979129 88.416216442012228 265.50686020756257 0.6184148876927783 27.652013206854463 0.98144523546215978 84.337865655354108 2.5596033170586443
leaf_count=102994 6429 736 12888 216726 10573 713905 78117 118454 4748 143458 1319 97775 294572 143670 342372 85523 47251 102387 9739 5254 22452 2097 84273 10939 69051 21403 32952 2335 520 560 7036 9665 67 844 543 59053 1577
internal_value=0 0 7.7612e-05 -0.000634426 -0.00287129 -0.00499582 -0.00810054 0.00289618 0.0132379 0.00239543 0.0346703 0.000545477 -0.00142109 -0.00227689 0.00185486 0.00316113 -0.00207391 0.000531755 -0.00150927 0.00281349 -0.00512877 0.00686697 0.00387686 0.00577358 0.00836793 0.00512535 0.00681323 -0.00525676 0.0268353 -0.0231204 -0.0037081 0.0174023 0.0393059 0.00354795 -0.0330431 -0.0275549 0
internal_weight=0 37255.4 37160.7 28345.1 9854.48 8742.58 6300.99 2441.59 1111.9 8815.63 144.113 18490.6 7296.36 7027.22 11194.3 8460.66 2733.62 6304.99 3869.32 1728.62 2140.69 2510.64 2435.68 2427.95 967.783 2183.38 2224.16 252.295 82.6859 94.6461 203.793 269.143 32.0203 50.6657 61.5465 89.4869 5.15926
internal_count=2864257 2760720 2693101 2234457 1212893 1127202 792022 335180 85691 458644 11892 1021564 448643 438242 572921 427895 145026 260731 139832 107641 32191 197913 120899 194385 73799 105676 176410 15223 3528 67619 17975 10401 2164 1364 103537 65482 2137
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=16384 2 1 20255777 1 1 124 3415200 8 737 129 65568 1 1 1 40 8388736 268320 1 1 1 2097152 786448 2368060
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=38
num_cat=25
split_feature=2 1 0 2 1 3 7 1 12 0 1 2 11 2 8 1 0 7 5 8 7 3 1 3 6 3 10 3 2 8 0 0 2 3 3 2 2
split_gain=9.91193 6.54659 5.74967 11.8946 22.9581 6.79445 6.36431 5.83809 4.91234 4.84551 6.25598 4.83126 4.66983 4.17022 11.901 6.18287 4.52157 13.775 4.1568 10.001 5.1041 4.11927 3.03887 2.89332 2.87982 2.12616 2.04922 1.85772 1.82019 1.30793 1.18773 0.611782 0.605489 0.212285 0.132574 0.0930133 0.0448685
threshold=0 1 1.0000000180025095e-35 2 3 4.5000000000000009 4 5 6 30.500000000000004 7 8 9 10 11 12 15.500000000000002 13 14 15 16 1.0000000180025095e-35 17 3.5000000000000004 18 1.0000000180025095e-35 19 8.5000000000000018 20 21 10.500000000000002 59.500000000000007 22 3.5000000000000004 8.5000000000000018 23 24
decision_type=9 1 2 9 1 2 1 1 1 2 1 9 1 9 1 1 2 1 1 1 1 2 1 2 1 2 1 2 9 1 2 2 9 2 2 9 9
left_child=34 30 3 6 7 26 8 21 22 13 11 25 -9 14 15 -4 23 -18 20 -20 -8 -5 -3 -15 29 -11 -6 -16 -7 -12 35 -13 -26 -10 -1 -2 -32
right_child=1 2 9 4 5 28 18 12 33 10 24 31 -14 16 27 -17 17 -19 19 -21 -22 -23 -24 -25 32 -27 -28 -29 -30 -31 36 -33 -34 -35 -36 -37 -38
leaf_value=-0.035563910270292702 0 0.02833965440096255 -0.0085232479517270004 -0.0061090362836313345 -0.036649212531569157 0.016142116669223622 0.0030119179231779831 -0.008948937579866768 -0.0090844549839493964 0.025932815041841053 -0.033321574374046099 -0.023880714962326955 0.0040246836546630168 0.001024966696809764 0.053470875488702746 0.0059104628724563528 -0.021083743645204669 0.016541887514603174 -0.011074999166575608 0.028171448692549013 -0.0019854393844237631 0.017973000140960808 0 -0.0017286372734646059 0.0084324847397687017 0 0 0 -0.0079474791578787504 0 0.0032464667672810464 0 -0.0060123760329201621 0 0 -0.026084678501089687 0
leaf_weight=58.449199468686857 5.1901854882526095 132.06382300627592 297.66162414476275 67.495998164406046 316.92146956884244 15.939650403452104 3261.8688913567967 1085.7443155990331 32.181521815247834 45.281998691614717 104.48698667110875 23.598925167461857 313.58291590923909 17650.908748257672 28.129210772691298 1978.96486736722 79.695692509179935 456.16241855776752 717.73498610509705 38.895092843740713 5313.8844938848197 172.94148375978693 52.097938315302599 4782.1026226481408 6.9541399278678 71.257112942868844 12.181316332891582 1.4103148113936175 20.805326159112155 5.5209140917286268 2.571546637758729 23.672838404774666 35.137789913220331 15.725840896833686 0.98615257549681601 82.549218867425225 2.6863673598272717
leaf_count=102710 6447 7537 33158 5742 149541 6625 199274 105460 1693 1563 9062 2349 31029 1044950 1711 206873 4593 22305 121815 2486 429129 15518 3620 270318 690 3460 1145 103 10024 144 554 2230 1888 773 535 58354 1555
internal_value=0 0 7.26148e-05 -0.00176575 -0.00869098 -0.0301303 -0.000250343 -0.00312547 0.0147784 0.000916598 -0.0107641 0.0019624 -0.00576791 0.00108704 0.00512314 0.00379561 0.000660084 0.00951445 -0.000717549 -0.00767869 -4.47207e-05 0.00981274 0.0224358 0.000423094 -0.0230264 0.0132519 -0.0352213 0.0497935 0.00179392 -0.031195 -0.0221531 -0.0157495 0 -0.00621455 -0.0316214 -0.0264633 0
internal_weight=0 37254 37161 11570.1 2005.61 365.848 9564.45 1639.76 232.069 25590.9 315.911 163.811 1399.33 25275 2306.17 2276.63 22968.9 535.858 9332.38 756.63 8575.75 240.437 184.162 22433 152.1 116.539 329.103 29.5395 36.745 110.008 92.9973 47.2718 42.0919 47.9074 59.4354 87.7394 5.25791
internal_count=2866963 2763718 2696808 1091411 325084 167335 766327 157749 13623 1605397 21386 9602 136489 1584011 241845 240031 1342166 26898 752704 124301 628403 21260 11157 1315268 11784 5023 150686 1814 16649 9206 66910 4579 2578 2466 103245 64801 2109
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=16384 2 25493619 960 8 512 1 100 9437234 1 10589196 1 48 2 2 1 6 440 1 1 6335104 1 1312000 786448 2171452
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=39
num_cat=27
split_feature=2 1 11 2 13 10 1 1 2 1 3 8 2 10 12 2 2 2 0 1 1 1 3 8 12 3 2 1 0 0 0 10 3 3 3 0 2 2
split_gain=8.88143 5.6093 5.0598 6.49464 22.7114 15.8655 20.7379 12.9002 6.39882 4.72661 4.59481 6.19448 3.85372 4.24221 3.6282 3.49847 2.59896 2.46204 8.04282 2.96213 2.21371 2.0842 2.0812 2.04093 2.26138 3.37273 2.43277 1.95184 2.69774 2.12549 1.09157 0.487531 0.424831 0.326228 0.100636 0.059498 0.0496754 0.0333008
threshold=0 1 2 3 4 5 6 7 8 9 6.5000000000000009 10 11 12 13 14 15 16 2.5000000000000004 17 18 19 7.5000000000000009 20 21 4.5000000000000009 22 23 10.500000000000002 1.5000000000000002 10.500000000000002 24 13.500000000000002 4.5000000000000009 8.5000000000000018 6.5000000000000009 25 26
decision_type=9 1 1 9 1 1 1 1 9 1 2 1 9 1 1 9 9 9 2 1 1 1 2 1 1 2 9 1 2 2 2 1 2 2 2 2 9 9
left_child=34 30 8 17 5 6 -5 -7 23 16 12 21 13 -10 -14 -11 -6 18 19 -4 -20 -12 -13 24 25 -3 -26 29 -29 -19 36 32 -25 -33 35 -1 -2 -32
right_child=1 2 3 4 9 7 -8 -9 10 15 11 22 14 -15 -16 -17 -18 27 20 -21 -22 -23 -24 31 26 -27 -28 28 -30 -31 37 33 -34 -35 -36 -37 -38 -39
leaf_value=-0.034619523261756609 0 0.010687378770866359 -0.019319381160551166 -0.028878530805063713 0.0061474746560960299 0.0010799746513002059 -0.0056446895902255573 0.040902085111734376 0.0051055236475091867 0.0036261728074064494 0 -0.0054533314328862499 -0.010662622514963445 -0.00021254351484580213 0.0040424559700104837 0.022752947073641821 -0.0098851931613674511 0.0038938045984796563 0 0.0025639110460371692 0.032253787744060729 -0.022263120440668173 0.015601165239956687 0.032340285294771419 0.010061169226997659 -0.0023737129278372398 -0.0025023081873214443 -0.00060517211296302995 0.0063554163665579463 -0.00036083260973727348 0 0.0081062190103237258 0 0 0 0 -0.024484460841517397 0.0027906703107141062
leaf_weight=54.114577002870647 5.3207639080865192 1077.5857832882903 35.50357196611003 390.8217659376387 358.24743811506778 1699.4106550626457 5131.9619283759312 46.965887731872499 2675.417468093161 221.45285611774307 76.899413637001999 35.572155565954745 450.98396216111723 3132.6816586083733 201.6930941499304 349.47242616087897 88.49632079328876 2596.7645808330672 54.022500291641336 255.4341328603623 84.528613611240871 187.82390643167309 76.974570311140269 27.75100516888779 171.44665323011577 185.63553392258473 486.96408627554774 14564.671197629043 544.52760673227021 1900.7092068429192 2.5050950051518157 29.499658011831343 0.57311927014961739 16.922807604074478 1.0241544030432113 2.30907164531527 79.982556617047521 2.7600024370185556
leaf_count=100472 6563 90064 10313 179630 25562 87407 638936 2330 171254 17737 4890 1060 45533 55958 16088 25402 8769 211797 5861 29243 7220 12037 2654 1710 14392 16324 28347 884211 22789 78811 1496 643 62 538 569 2308 58327 663
internal_value=0 0 7.55048e-05 -0.000568126 -0.00291975 -0.00491838 -0.00755218 0.00322882 0.00216784 0.0107741 0.000647043 -0.00957112 0.00133242 0.00219565 -0.0056187 0.0165482 0.00180383 0.000393711 0.00756927 -0.00125013 0.025244 -0.0176755 0.00709481 0.00710392 0.0060637 0.00852548 0.000739056 0.000206168 -0.00032219 0.00203449 -0.0206877 0.0222648 0.0310286 0.00291076 -0.0302261 -0.034053 -0.0248899 0
internal_weight=0 37248 37157.4 28323 8286.83 7269.16 5522.78 1746.38 8834.42 1017.67 6838.05 377.27 6460.78 5808.1 652.677 570.925 446.744 20036.2 429.489 290.938 138.551 264.723 112.547 1996.38 1921.63 1263.22 658.411 19606.7 15109.2 4497.47 90.5684 74.7466 28.3241 46.4225 57.4478 56.4236 85.3033 5.2651
internal_count=2867970 2764621 2697572 2236018 985773 908303 818566 89737 461554 77470 309474 20641 288833 227212 61621 43139 34331 1250245 52637 39556 13081 16927 3714 152080 149127 106388 42739 1197608 907000 290608 67049 2953 1772 1181 103349 102780 64890 2159
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16384 2 2 28382305 1 1 21 992 13181277 641 1 2099746 1 1 4204800 11032 16847872 41 161 580 1 1 69 545 1 786448 8392002
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=40
num_cat=27
split_feature=2 12 2 8 2 1 10 3 2 0 5 3 0 2 2 3 1 1 2 10 5 0 0 2 1 1 3 3 6 0 2 5 2 10 2 3 2 0 1
split_gain=8.08572 4.7566 7.45092 7.27163 15.7194 11.8221 28.8143 17.5184 41.4105 14.795 12.174 11.9577 6.20551 8.84948 6.0937 5.96658 12.2427 5.69996 5.50077 5.28278 8.51349 8.70375 8.15747 6.16801 5.97221 5.42697 4.72321 4.65981 4.5941 4.0992 4.0124 3.70283 3.41704 3.41515 3.32621 2.90104 2.38962 2.12161 2.02747
threshold=0 1 2 3 4 5 6 1.5000000000000002 7 17.500000000000004 8 1.5000000000000002 4.5000000000000009 9 10 1.0000000180025095e-35 11 12 13 14 15 1.5000000000000002 12.500000000000002 16 17 18 6.5000000000000009 8.5000000000000018 19 1.0000000180025095e-35 20 21 22 23 24 4.5000000000000009 25 3.5000000000000004 26
decision_type=9 1 9 1 9 1 1 2 9 2 1 2 2 9 9 2 1 1 9 1 1 2 2 9 1 1 2 2 1 2 9 1 9 1 9 2 9 2 1
left_child=-1 3 38 5 15 9 7 10 -9 12 -7 34 14 -14 -2 16 37 -18 -13 24 21 29 -23 25 35 -22 -6 30 33 -21 -26 32 -17 -11 -8 36 -4 -5 -3
right_child=1 2 19 4 26 6 11 8 -10 28 -12 18 13 -15 -16 31 17 -19 -20 20 23 22 -24 -25 27 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.027604599066664653 0.00077185937513155262 -0.0013216729970199409 0 -0.010580559538551807 0.054181297267276288 -0.010724955782884675 -0.0067413496320458651 0.017674237482355901 -0.016666072303884359 -0.030575070943103425 -0.03216198824989424 -0.0049782179605623433 0.021151485372531767 0.0025104966538210339 -0.0034785329590872787 -0.0045335013280974048 0.035442240684602951 0.0096243175027586024 0.020927284960448444 -0.0016806918244164533 -0.0011098905880795472 -0.0082063937812728947 0.015751243942204441 -0.0056289845384341819 -0.013897588763143745 0.032120450453289949 0 -0.012493314290395408 0.0043764993600837569 0.0081374339370591728 0.0032953824589923514 0.021641055361912086 0.00937915956118472 0 0.022388825235701834 -0.0014571220134062535 0.021537159882761312 0.0097774535934261868 0.013491052829198283
leaf_weight=66.275139644345472 11248.276719615387 66.088315732311457 49.542684479383752 287.59193714894354 57.352286557317711 2611.8930556652122 14.294646841473876 661.31481857105973 662.55237242058865 210.98322893417208 300.30466710429391 465.11363949533552 252.9706820769934 2733.8365048879059 4739.1717864250531 1267.7665211432613 97.821593273431063 642.00609577772775 57.155222187750041 854.4395304066129 50.504099963698536 2214.408139295876 116.4281764337793 74.417677571065724 95.163126009632833 136.24812708003446 8.4114490506472048 173.08901752647944 32.403984650038183 735.09767860081047 4658.2263633345719 34.261089385021478 155.5365555062308 48.09057688433677 447.64146055374295 52.091459995601326 275.81095815869048 21.556575787719339 621.24209677462568
leaf_count=106205 714276 5422 5695 4366 4032 423334 776 81061 238785 17644 69099 11412 24009 135922 445318 23807 1573 9134 3213 25760 2167 38604 1409 4002 11237 4758 695 11718 1510 19622 321273 1899 7717 1050 9977 3907 17810 277 55165
internal_value=0 1.13909e-05 0.0018595 -0.000673632 0.00432853 -0.00121601 -0.00541811 -0.00904136 0.000285416 -5.2368e-05 -0.0133429 0.00963349 0.000291983 0.00446183 -0.000475203 0.00254786 0.00824146 0.0150656 -0.00032841 0.00106992 -0.00153292 -0.00280293 -0.00669766 0.0148252 0.00317729 0.0232003 0.0423199 0.00210748 -0.0213387 0.00274119 0.00278129 -0.00141447 -0.00261115 -0.0257133 0.0208395 0.0148059 0.0185738 -0.00732126 0.01166
internal_weight=0 37231.1 10172.8 27058.3 2572.3 24486 5220.27 4236.06 1323.87 19265.7 2912.2 984.205 18974.3 2986.81 15987.4 2506.54 1048.98 739.828 522.269 9485.47 4181.54 3920.37 2330.84 261.17 5303.92 186.752 65.7637 4926.48 291.478 1589.54 4753.39 1457.56 1423.3 259.074 461.936 377.445 325.354 309.149 687.33
internal_count=2865640 2759435 528549 2230886 53500 2177386 837657 812279 319846 1339729 492433 25378 1319525 159931 1159594 48773 15350 10707 14625 467962 96322 85395 40013 10927 371640 6925 4727 344228 20204 45382 332510 33423 31524 18694 10753 27412 23505 4643 60587
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=4210688 1 9506885 1 2885809 960 1 8683554 2 3671173 10499432 640 24 2101874 1 2 1576 524 96 1 262272 2 524448 1 787712 2361352 512
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=39
num_cat=25
split_feature=2 1 4 1 8 7 3 6 3 2 1 3 2 2 3 2 2 1 7 0 2 2 0 0 0 2 0 1 0 2 3 7 3 2 3 6 5 2
split_gain=7.07204 5.0319 4.55027 8.64538 8.40948 7.91727 8.93164 7.24718 8.94795 6.53456 6.50871 5.89361 7.08467 5.37139 4.48786 14.5898 13.0486 11.4924 9.54586 5.20097 4.36527 3.35743 2.5521 2.1245 1.83586 2.75435 1.17392 1.14855 1.07528 0.811064 0.567759 0.43573 0.247773 0.174408 0.132851 0.172088 0.499799 0.0448186
threshold=0 1 2 3 4 5 4.5000000000000009 6 4.5000000000000009 7 8 5.5000000000000009 9 10 1.5000000000000002 11 12 13 14 1.0000000180025095e-35 15 16 5.5000000000000009 2.5000000000000004 6.5000000000000009 17 7.5000000000000009 18 10.500000000000002 19 4.5000000000000009 20 11.500000000000002 21 8.5000000000000018 22 23 24
decision_type=9 1 1 1 1 1 2 1 2 9 1 2 9 9 2 9 9 1 1 2 9 9 2 2 2 9 2 1 2 9 2 1 2 9 2 1 1 9
left_child=34 28 3 4 5 6 -3 8 23 -7 29 14 31 -12 16 22 19 -17 -18 -4 26 -10 -16 -5 27 -26 -9 -14 33 -6 -22 32 -13 -2 35 36 -1 -30
right_child=1 2 11 7 10 9 -8 20 21 -11 13 12 24 -15 15 17 18 -19 -20 -21 30 -23 -24 -25 25 -27 -28 -29 37 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=-0.034819115820112947 0 -0.0041629304061856628 -0.018457763256323256 -0.030411683448646511 0 0.0074016000728569639 0.0072567018000337536 0.040222886708563804 0.009493110729963266 -0.011358014066537725 0 0.028606963956571099 -0.0046201802611608401 0.032267197566571364 0.0071755629838423851 0.010002496388930155 -0.0013652628763928104 -0.00092591533868659919 0.0034587319296085885 -0.0047869791843646037 0 -0.016119089883808706 0.016985025501405512 -0.0034073267288574913 0.016970621842343905 -0.0096349637363713631 0 -0.016661350078673368 0.003244640457511837 0.017829344488512987 -0.01155153804034484 0 0 -0.023723012779527972 0 0 0 0
leaf_weight=42.101055434468435 5.0423918147207587 1947.284708144929 409.26735893731529 283.68870476214579 7.4173628129065037 168.64242436393397 1016.1247746628651 14.847593669677737 119.92553367909568 1375.5832181908772 1197.3575290753506 31.820516436033358 279.37860188144259 13.517227283387909 2292.250572166733 1053.4058144958981 9578.8053971479167 7854.2131067057489 7062.3589694879374 1128.5194718090352 46.178457241359865 33.767262084656977 373.00691678823205 70.160793617265881 28.575710606528446 44.237946897279471 3.7756740850163615 362.9648849711084 2.5720638401689939 325.67761672334746 25.409388446278172 8.0439300917496421 0.38148664776235719 78.803248293599609 0.92891545625752669 4.4333534368051906 6.3165077167504924 2.5884216548874965
leaf_count=82378 6292 204736 62081 102319 724 17388 78302 4617 12102 141273 50560 2758 16795 1182 223161 72310 738885 343250 407241 117967 5641 14864 27297 10682 1912 1420 358 22694 551 9546 2007 726 38 57895 519 7836 12301 1591
internal_value=0 0 6.75423e-05 -0.0022876 -0.00105552 -0.00327788 -0.000113166 -0.0134062 -0.0183278 -0.00898478 0.00517416 0.000592458 -0.00792357 0.00126151 0.000826518 0.00236458 -0.000138434 0.000371877 0.000667397 -0.00884384 0.0083363 0.000158578 0.00880084 -0.0265236 -0.0107757 0.000507159 0.029334 -0.0126268 -0.0197164 0.0167946 -0.00374179 0.0201155 0.02396 -0.0239159 -0.0274965 -0.0312085 -0.0324188 0
internal_weight=0 37245.6 37156.6 6649.36 6051.6 4507.64 2963.41 597.753 507.542 1544.23 1543.97 30507.2 755.403 1210.87 29751.8 11572.9 18179 8907.62 16641.2 1537.79 90.2111 153.693 2665.26 353.849 715.157 72.8137 18.6233 642.343 89.0061 333.095 71.5878 40.2459 32.202 83.8456 53.7798 52.8509 48.4176 5.16049
internal_count=2864199 2761165 2694836 656301 503711 441699 283038 152590 139967 158661 62012 2038535 46343 51742 1992192 666018 1326174 415560 1146126 180048 12623 26966 250458 113001 42821 3332 4975 39489 66329 10270 7648 3522 2796 64187 103034 102515 94679 2142
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=16384 2 1 992 1 9 1 4469266 768 37060 263216 2920268 6588544 61 1 10759445 12627488 8392210 292 10486210 5 786448 1 2 2368060
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=40
num_cat=27
split_feature=2 1 5 2 10 0 2 8 12 2 8 2 10 2 6 2 0 3 3 3 10 1 7 0 2 2 8 1 3 2 5 0 7 7 2 0 3 3 0
split_gain=6.5077 4.24155 8.13992 10.454 5.2781 7.96409 6.1514 5.26428 5.26399 9.47615 8.79039 13.3621 10.9745 18.4943 16.5459 15.6953 15.6733 13.2582 9.47671 8.7908 8.72481 7.59841 4.48932 4.34508 5.95016 4.46756 4.22902 3.95277 7.70308 3.62637 3.30117 2.95181 3.65951 2.88361 4.79189 4.31553 2.74345 2.62722 2.45905
threshold=0 1 2 3 4 2.5000000000000004 5 6 7 8 9 10 11 12 13 14 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 15 16 17 1.5000000000000002 18 19 20 21 4.5000000000000009 22 23 7.5000000000000009 24 25 26 8.5000000000000018 4.5000000000000009 2.5000000000000004 2.5000000000000004
decision_type=9 1 1 9 1 2 9 1 1 9 1 9 1 9 1 9 2 2 2 2 1 1 1 2 9 9 1 1 2 9 1 2 1 1 9 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 10 26 12 19 13 17 -15 16 -14 -3 -17 21 -13 -12 -5 24 36 -25 31 28 -11 -7 -21 38 -33 35 -35 -29 -6 -26 -10
right_child=1 8 3 22 23 29 -8 -9 9 27 11 20 15 14 -16 18 -18 -19 -20 30 -22 -23 -24 25 37 -27 -28 33 -30 -31 -32 32 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.025167497241377807 0.0012217721716497997 -0.0037486950193226769 -0.013965941264206494 0 0.010809224907594435 -0.00047172118197560085 0.012533224917028796 -0.016754761830717523 0.0091120075461771349 0.040178391302794034 0.031980317194817413 0.062262223169269451 0.0054310280215879693 0.010527178288458791 -0.0082901332492875315 0.013627805053672479 -0.0054824215182558778 0.0043399293146832415 -0.007271495238179263 -0.0039705516252176495 0 0.0055002604486169083 0.040049724088922045 -0.010447932129406997 -0.016359920573924724 0.0033730861067154867 0.038278877588669651 0.00065953524527525274 -0.0139833141626487 0.022225842676734279 0.019265827415024164 -0.0065941709286685777 0.02598414406498889 0.0073658183206660793 -0.0041000723674634578 0.011803065974141908 -0.0048846675573008189 0.00028497257866583279 -5.6885379047535006e-05
leaf_weight=62.81968078402133 657.11005603056401 4301.9281572932014 35.154227669117972 39.147799380705692 600.66778054181486 63.847458433825523 336.19021372986026 175.90642425883561 656.37096337985713 40.730379295302555 100.89031352614984 39.962699391355272 2183.2570016223472 463.82699490801679 6596.984329268791 1320.798175345175 3186.602790431818 3777.1000639852864 218.80959512759 1191.0804910743609 32.884030225686729 899.42025307210861 117.33757483703084 681.85244717635214 147.62800939148292 285.75623423233628 28.068060606019571 4745.7649095131783 12.580019457265733 313.04965253081173 31.429098795168102 15.185970779508352 122.31781848100945 374.65831460221671 2458.2534420253942 354.02439903235063 88.223490339703858 130.37333312770352 398.91910764575005
leaf_count=106056 60087 392738 3394 3426 14434 7203 43371 3561 63887 2593 1577 3994 65790 68999 1018392 57156 53200 353607 12007 26234 1264 12815 9583 9229 7758 9627 1907 239137 745 21938 1759 884 7784 24236 104807 9426 2528 6684 30306
internal_value=0 1.98975e-05 0.00323499 0.0219753 0.00194796 0.00628277 0.00175487 -0.00264648 -0.000326497 0.00169392 -0.00110417 0.00471162 -0.00172885 -0.00324041 -0.00696258 0.0015397 -0.000982375 0 0.0103185 0.00278762 0.0385458 0.00967939 0.0316572 -0.00140687 0.00308887 -0.00615779 0.00976029 0.000378787 0.0208597 0.0184269 -0.00268651 0.00800102 0.0212161 9.95558e-05 -0.00239782 0.00155307 0.00814874 -0.00805116 0.00546381
internal_weight=0 37224.1 3672.24 191.64 3480.61 1546.1 1169.21 833.016 33551.8 9206.87 24345 2295.67 22049.3 15139.8 7060.81 6909.47 5369.86 8079.03 1539.61 2222.82 72.8467 1000.31 156.485 1934.5 966.893 967.609 1220.86 7986.01 53.3104 376.897 1222.51 1192.79 137.504 7932.7 2832.91 5099.79 688.891 278.001 1055.29
internal_count=2864123 2758067 202823 16403 186420 136160 107019 63648 2555244 485712 2069532 47643 2021889 1833736 1087391 188153 118990 746345 69163 42385 5258 14392 13009 50260 31404 18856 104768 380944 3338 29141 27993 102861 8668 377606 129043 248563 16962 14442 94193
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=4210688 512 2 866434 1 20191530 1 1 9508935 1 2099377 1 19169320 2 8652640 1 24 6 8656042 8458282 1 12 2959492 2 4 1 2097688
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=40
num_cat=27
split_feature=2 0 1 2 2 10 1 12 1 2 5 0 13 0 2 0 3 2 8 3 5 0 0 12 7 4 2 3 2 4 2 7 2 1 0 12 0 2 3
split_gain=5.95519 4.58845 12.3117 21.8309 5.13075 8.94249 10.0601 4.74204 3.67102 14.5474 10.422 6.11748 4.07566 5.07659 3.87393 3.84006 6.53753 3.53624 7.87819 7.63388 4.45519 16.8998 5.97835 3.06561 2.77765 6.29217 4.6488 2.98407 9.25632 3.76677 2.75344 2.71507 3.15443 2.38696 2.17357 2.04403 2.03951 2.90894 1.76069
threshold=0 1.0000000180025095e-35 1 2 3 4 5 6 7 8 9 1.5000000000000002 10 15.500000000000002 11 24.500000000000004 1.0000000180025095e-35 12 13 1.0000000180025095e-35 14 10.500000000000002 12.500000000000002 15 16 17 18 3.5000000000000004 19 20 21 22 23 24 47.500000000000007 25 78.500000000000014 26 2.5000000000000004
decision_type=9 2 1 9 9 1 1 1 1 9 1 2 1 2 9 2 2 9 1 2 1 2 2 1 1 1 9 2 9 1 9 1 9 1 2 1 2 9 2
left_child=-1 2 3 38 5 6 33 -8 9 10 11 -3 13 14 -11 17 36 18 19 -10 21 -19 -22 -7 25 26 -6 29 -29 -26 -27 -18 -33 -4 -15 -14 37 -17 -2
right_child=1 8 4 -5 24 23 7 -9 15 12 -12 -13 35 34 -16 16 31 20 -20 -21 22 -23 -24 -25 27 30 -28 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.025535259108358216 -0.0053213528917456995 0 0.0097302184280386988 -0.047696615831743776 0.010067206538296349 0.0099728270849221267 -0.017789237103722818 0.0010292401133384893 0.014093911127650408 0.0038256785802152243 -0.0032582505427201482 0.05949761695237557 -0.027628172667257624 0.035717913154055023 -0.016982702404183349 0.017060988279242167 0.0024304735174759903 0.0064630116630500492 0.041153751838267603 0 -0.00047685410245738418 -0.022805111307554148 0.0090377356425322634 -0.004801677575396129 -0.00057192238101048119 0.0086939837803769425 -0.0090668774449894612 0.027588729544538133 0.00060336033552178901 -0.0079040625211196005 -0.012481567038617325 0.0015222623632322979 -0.024105157597740179 -0.0028184775531925367 0 0.0012331060291150518 0.023447387499978354 -0.010614478089349275 0.010625332190338748
leaf_weight=51.310846136719192 259.51923664466449 24.107740007435495 168.67395500326529 120.52781179548765 977.2976343332557 396.47979319747537 867.5710426880978 118.89845166669693 474.68138432695559 378.24770517321303 35.057711841171113 73.651442505819432 43.865362011827528 30.559676788107026 73.097674571192329 19.411695251357742 37.614071203861386 2518.7003632115375 29.627300346211996 1487.0890081174985 19239.01014745075 181.11196707867202 652.81233686859196 156.27236642409116 5180.4416197282262 33.551108769286657 99.276103721145773 102.10959164472297 1513.4224040973932 805.6201103580097 232.09294985802262 36.112090159906074 217.43003055889858 488.4099721753737 3.5663370841648421 6.0686436304822555 26.690977628226392 64.697447514394298 56.064815079720574
leaf_count=103484 51374 16928 20393 163656 39468 23450 109087 12682 52536 30633 18896 20396 2229 2061 52358 1409 2217 246589 1751 150026 966691 17624 25590 8058 386735 6757 11699 11939 100191 100299 19214 3015 16442 55659 298 276 1250 2276 8512
internal_value=0 3.03804e-05 -0.00161135 -0.0173968 -0.000905084 -0.00519336 -0.00894666 -0.0151138 0.000783936 0.00791846 0.0332027 0.0489199 0 0.00303862 -4.28442e-05 0.000568471 -0.00872616 0.000743318 0.00475283 0.00346475 0.000368529 0.00416067 -0.000136405 0.00524887 0.000133016 0.00428431 0.00784272 -0.000579312 0.00313449 -0.00164306 -0.00830964 -0.0165056 -0.019723 0.000345915 0.0294256 -0.0212211 0.00874693 0 -0.000917271
internal_weight=0 37229.4 11576.2 436.112 11140.1 2196.31 1643.55 986.469 25653.2 668.222 132.817 97.7592 535.405 485.471 451.345 24985 401.956 24583 1991.4 1961.77 22591.6 2699.81 19891.8 552.752 8943.81 1342.22 1076.57 7601.59 1615.53 5986.06 265.644 291.156 253.542 657.084 34.126 49.934 110.8 84.1091 315.584
internal_count=2864148 2760664 1129173 223542 905631 229329 197821 121769 1631491 144075 56220 37324 87855 85350 82991 1487416 26609 1460807 204313 202562 1256494 264213 992281 31508 676302 77138 51167 599164 112130 487034 25971 21674 19457 76052 2359 2505 4935 3685 59886
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16384 15 25198643 3673244 1 768 1 13 1871006 2 1 32 11079820 1 1 1 12 2 262688 4673 2 4198978 8 1048976 512 1 9438042
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=40
num_cat=26
split_feature=2 1 6 2 1 2 0 2 7 12 10 3 0 3 13 7 1 0 5 3 3 3 1 2 7 8 2 1 0 2 2 1 1 2 0 3 0 6 0
split_gain=5.40095 3.58857 3.27651 7.04464 6.2118 14.8696 8.76023 10.0448 7.67459 7.6396 6.58116 5.19099 5.07991 6.08966 4.73594 4.59796 4.56365 4.2961 4.80019 3.94528 2.98874 2.50551 3.50163 2.05171 2.0509 1.53459 1.35147 1.24579 1.10091 1.01001 0.93736 0.748054 0.703918 0.692011 0.543217 0.464644 0.262259 0.247452 0.0386959
threshold=0 1 2 3 4 5 13.500000000000002 6 7 8 9 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 10 11 12 13.500000000000002 13 3.5000000000000004 1.5000000000000002 4.5000000000000009 14 15 16 17 18 19 101.50000000000001 20 21 22 23 24 18.500000000000004 12.500000000000002 15.500000000000002 25 1.0000000180025095e-35
decision_type=9 1 1 9 1 9 2 9 1 1 1 2 2 2 1 1 1 2 1 2 2 2 1 9 1 1 9 1 2 9 9 1 1 9 2 2 2 1 2
left_child=27 30 4 21 5 17 12 11 -9 10 -7 -8 23 -14 15 32 28 20 -19 -18 -3 22 26 -6 33 -24 -4 -1 -16 -26 38 -17 -5 -23 -11 37 -32 -29 -2
right_child=1 2 3 14 6 9 7 8 -10 34 -12 -13 13 -15 16 31 19 18 -20 -21 -22 24 25 -25 29 -27 -28 35 -30 -31 36 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.00074463004384253684 0 -0.0056431434492892965 -0.0034364230486054609 0 0.0035795794842419203 -0.02886113538406164 -0.036059860002035614 0.0054433299237728119 -0.018889426703463323 0.01970863217367463 0.0085271883386575289 0 0.013352800857282713 0.0015079665097615916 -0.022020888901198021 0.0094156450624386153 0.01813230864594241 0.026168455504830032 -0.011347787851571709 -0.010861715538994799 0.0026454916684214508 0.0049114132765251612 -0.0017283061268483528 -6.7267448652615403e-05 2.6007039726911563e-05 0.0064309320944379994 0.014100758132927613 -0.032760281909321849 0 -0.023637835411156355 -0.023079279336702785 -0.00062118446553693918 0.037974807910126571 -0.0085581356391518752 0 0 0 0 0.0033808511491624778
leaf_weight=2.6589821898378432 4.5684775094377965 1060.4851329216908 11.664675354521021 24.08869454537853 1585.9915422120721 375.86756929488911 154.72920993837761 385.96809818944894 143.28043922409415 18.259898432996128 26.531153896823525 62.811417809221894 614.41122295375681 1585.7328668625269 50.55433778045699 84.483589994386421 135.71470959251747 82.385422191786347 16.117123364878353 28.752780156151857 643.89286192621512 78.630312604887877 1164.2970912024975 28048.546097595634 2.9569198927201796 254.80065844627097 239.1802446476795 51.762203554670123 1.4012431451119471 57.593148551619379 73.517420286982087 66.203342070100916 107.80133498819487 15.412637268018441 1.3629231555387367 0.28964368088054371 2.6956759814638636 5.4833137620735206 3.854207891257829
leaf_count=239 8447 119106 3211 3650 179271 189102 15512 16276 7358 1818 1584 5799 25494 77769 3587 10518 9309 3739 3008 2246 61738 3097 60711 1840223 427 4157 12420 97513 116 2969 52339 11887 13921 1544 129 82 961 8288 4619
internal_value=0 4.25979e-05 0.000107376 0.0037229 -0.000128337 -0.00519771 0.000214628 -0.010261 -0.00148156 -0.0212521 -0.0252816 -0.0265093 0.000479279 0.0050854 0.01379 0.0220184 0.00101593 -0.000897161 0.0164793 0.0101074 -0.00234723 0.000551973 0.00189803 0.000122399 -0.0102786 0 0.0118933 -0.023204 -0.0164893 -0.019948 -0.0168828 0.00422746 0.0336048 0 0.0163796 -0.0272381 -0.0203227 -0.0312637 0
internal_weight=0 37214.5 37129.9 2323.54 34806.4 2224.9 32581.5 746.789 529.249 422.022 402.399 217.541 31834.7 2200.14 499 282.577 216.423 1802.88 98.5025 164.467 1704.38 1824.54 1669.94 29634.5 154.593 1419.1 250.845 60.1941 51.9556 60.5501 84.6358 150.687 131.89 94.0429 19.6228 57.5352 76.2131 57.2455 8.42269
internal_count=2864184 2758062 2691696 143770 2547926 380224 2167702 44945 23634 192633 190686 21311 2122757 103263 55234 39976 15258 187591 6747 11555 180844 88536 80499 2019494 8037 64868 15631 106122 3703 3396 66366 22405 17571 4641 1947 105883 53300 105801 13066
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=4210688 2 1 19244088 28 17630267 9178634 9 1 1 1 12 576 2 268 25273353 5 1 2424840 768 2367488 2883600 424 385 263200 1
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=40
num_cat=23
split_feature=2 1 4 1 2 6 7 3 2 2 8 2 3 0 2 3 0 3 2 2 1 7 0 1 7 0 0 0 4 0 3 11 6 2 3 0 2 3 3
split_gain=4.70215 3.54233 3.12541 7.41353 8.25334 5.80949 5.70062 8.42943 8.20734 7.57902 5.4784 5.88063 5.4466 5.3806 4.98907 4.39575 3.12109 2.77413 12.5048 11.5733 10.0369 7.69016 3.88377 2.01336 1.68167 1.34475 0.959536 0.628477 0.580489 0.359557 0.309388 0.25576 0.223592 0.20355 0.121475 0.0561716 0.045324 0.00493587 0.0236451
threshold=0 1 2 3 4 5 6 4.5000000000000009 7 8 9 10 6.5000000000000009 1.5000000000000002 11 2.5000000000000004 9.5000000000000018 1.5000000000000002 12 13 14 15 1.5000000000000002 16 17 3.5000000000000004 10.500000000000002 6.5000000000000009 18 26.500000000000004 13.500000000000002 19 20 21 12.500000000000002 10.500000000000002 22 3.5000000000000004 8.5000000000000018
decision_type=9 1 1 1 9 1 1 2 9 9 1 9 2 2 9 2 2 2 9 9 1 1 2 1 1 2 2 2 1 2 2 1 1 9 2 2 9 2 2
left_child=28 26 3 6 15 16 7 8 -3 -9 11 -8 17 -12 34 25 -6 19 23 22 -20 -21 -4 -19 -17 -5 33 -7 31 30 -16 32 -1 -2 35 -14 -28 -30 -39
right_child=1 2 12 4 5 27 10 9 -10 -11 13 -13 14 -15 29 24 -18 18 20 21 -22 -23 -24 -25 -26 -27 36 -29 37 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.032070953246603237 0 0.010438803593737996 -0.013836165056115696 -0.016611014040963861 -0.02648598097879348 0.011060757720686631 0.0059346535609952396 -0.0086364704008311376 -0.0046931397073111383 0.011915293222994949 -0.0016432767266880155 -0.010748963473461619 0.017711721975519488 0.020666402676352051 -0.018529971144660352 -0.012343575237042976 0.002376425116645927 -0.005031139832388164 0.0090195541367876653 -0.0011625050563826547 -0.00045774713979319503 0.0031639343515811702 -0.0030572700699375462 0.011329094371120015 0.0019593147625685107 0 0.0032631243369091777 -0.0011130247317966777 0 0 0 0 0 -0.020957924894530078 0 0 0 -0.0028576425530118278 0
leaf_weight=31.825842118047149 6.1049326275096973 410.28794093843317 701.83723916475719 212.46493732872477 342.78489964252003 39.07174820471846 210.05626817705343 168.53754728694912 1640.1279823061486 1091.4828062555171 336.72324082558043 1109.7994884734799 21.552876047935577 114.95727372542024 252.01719798533304 49.238542261155089 15.761948896804823 36.302605257485993 1221.4744977137161 9560.8225233875164 9445.2873983659956 7079.6849621895162 823.67254064514418 1373.9087835086684 822.92771662006271 45.750723654986359 2.565797276009107 10.247492238762787 7.3149828682908247 2.1227042735554269 1.2578546181030095 0.68116175085015029 3.1356066998305314 73.425356894906145 0.32955230423249204 1.052118740743025 2.4232948209391898 4.9994314747091266 0.41756115740281519
leaf_count=69859 8135 42567 96466 27859 143193 10219 20098 14374 134831 64692 13274 108763 1897 3640 15421 2793 2214 4566 91011 739341 478842 407077 82376 122194 61875 3553 558 981 15990 151 140 427 6169 56232 26 88 1571 10448 233
internal_value=0 3.06507e-05 9.50339e-05 -0.00185968 -0.00784511 -0.0195273 0 0.00244634 -0.00138655 0.00882228 -0.00451663 -0.00783429 0.00053028 0.00434545 -0.0126461 -0.00285026 -0.0243595 0.000673867 0.00184774 -9.18068e-05 0.000629142 0.000663362 -0.00832683 0.0105739 0.000320589 -0.0136187 -0.0167948 0.00528484 -0.0230604 -0.0171706 -0.018191 -0.0299285 -0.0307324 -0.0208871 0.0138708 0.0172265 0 0 -0.00118053
internal_weight=0 37226.1 37141.5 6620.22 1538.25 407.866 5081.97 3310.44 2050.42 1260.02 1771.54 1319.86 30521.3 451.681 278.332 1130.38 358.547 30243 12077 18166 10666.8 16640.5 1525.51 1410.21 872.166 258.216 84.5194 49.3192 48.3746 255.398 253.275 35.6426 34.9614 79.5303 22.9345 22.605 4.98909 12.732 5.41699
internal_count=2864144 2761018 2694522 654926 252687 156607 402239 256464 177398 79066 145775 128861 2039596 16914 17723 96080 145407 2021873 696613 1325260 569853 1146418 178842 126760 64668 31412 66496 11200 103126 15712 15561 76455 76028 64367 2011 1985 2129 26671 10681
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=16384 2 1 960 12682786 1 9 6363268 15009810 1 4470810 8421572 2132044 2394240 60 1 16 8 2 1 1 787472 2433588
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=40
num_cat=28
split_feature=2 1 2 10 13 7 10 11 3 0 2 0 7 10 1 2 1 0 0 5 2 3 5 3 2 2 2 0 3 12 8 1 2 7 1 0 1 2 3
split_gain=4.34945 3.49096 11.4038 8.29804 6.06277 4.94152 4.96993 4.7731 3.3125 3.1636 5.78564 4.75425 4.13072 6.05436 3.87607 7.61352 6.83557 5.65524 3.80885 3.63098 4.55613 3.27043 3.23798 14.5843 11.3211 6.77708 6.18199 3.63539 3.45258 3.19651 2.91142 2.71495 5.15122 2.59598 2.56446 2.38541 2.20423 4.28883 3.72584
threshold=0 1 2 3 4 5 6 7 2.5000000000000004 4.5000000000000009 8 25.500000000000004 9 10 11 12 13 1.5000000000000002 15.500000000000002 14 15 1.5000000000000002 16 1.0000000180025095e-35 17 18 19 1.5000000000000002 1.0000000180025095e-35 20 21 22 23 24 25 8.5000000000000018 26 27 5.5000000000000009
decision_type=9 1 9 1 1 1 1 1 2 2 9 2 1 1 1 9 1 2 2 1 9 2 1 2 9 9 9 2 2 1 1 1 9 1 1 2 1 9 2
left_child=-1 2 3 4 7 6 -4 33 -5 14 12 36 31 18 15 19 30 -18 -14 20 -3 -21 23 25 -25 -16 28 -28 -24 -15 -17 32 -11 -2 -13 -33 38 -38 -12
right_child=1 9 5 8 -6 -7 -8 -9 -10 10 11 34 13 29 22 16 17 -19 -20 21 -22 -23 26 24 -26 -27 27 -29 -30 -31 -32 35 -34 -35 -36 -37 37 -39 -40
leaf_value=-0.022311479007680227 0 -0.00028955898384416253 -0.008404885180755238 0.024317452320818556 0.0073887415985178402 0.0056468760600878586 0.0083348171792737621 0 -0.008530262636335266 0.0089199851183228204 0.013208139343523481 0.0019499844676059983 0.0050272685334370173 -0.018842247848024581 -0.0019401756855400973 -0.0063911283817569111 -0.039987578165110664 0 -0.013500958587724191 -0.01661740836202201 0.01174725173790727 -0.0022445109549016373 0.031921899716556686 -0.015207291180509655 0.0046597466280905572 0.035859732505116856 0.0010272754748461034 -0.0019180492303920889 0.0041490731106265657 0 0.018488466697069456 -0.0025873918613294345 -0.010246520067076012 -0.034676977312821787 -0.021315642381171739 0.004310343130627294 -0.00071173735938524893 0.012275017584333305 -0.0079679745642062001
leaf_weight=47.522713179652783 18.50828239924158 6154.9140261127905 809.7713822937003 33.867328076157719 26.432304572314024 753.80491676440215 182.17104085022584 33.20212709059706 19.60563628654927 904.61209844629047 904.15046078656451 51.383771047199843 523.41008065457572 310.22651960281655 47.244356547947973 1400.260837153357 93.201937715530221 34.712408649058489 105.73920966510195 212.30010198571108 289.95010507238476 692.68773769566178 63.490364213710563 302.02493593533291 1672.0071232010378 153.67239409743343 10694.587641081253 6827.5527835807297 170.42385219538119 159.74790433701128 14.469107222976161 1348.4543078531278 117.95874675987579 256.37624479985971 51.819669454591349 757.22368025005562 650.22019985296356 339.81147327076178 53.378563311998732
leaf_count=103372 5135 386780 126992 1121 2341 74064 4300 3665 981 27335 66415 4579 27005 4090 4555 190435 98076 17520 6089 27365 50611 90761 6244 28890 160096 11965 652659 344270 15235 2061 1111 44149 13618 143824 4253 29211 49118 30005 3896
internal_value=0 0 -0.00388119 -0.0185271 -0.024853 -0.000116062 -0.00483532 -0.0289167 0.00994264 0.000248219 0.00228045 0.00658418 7.48494e-05 -0.00501666 -0.000185855 -0.00192494 -0.00823195 -0.0280467 0.000985409 -0.000523186 0.000275251 -0.00636209 0.000577435 0.00419602 0.00123563 0.0280437 0.00011132 -0.000104544 0.0150265 -0.0133289 -0.00551224 0.00199921 0.0061242 -0.032921 -0.0111033 0 0.00786068 0.00375808 0.0114022
internal_weight=0 37235.4 2133.74 387.992 334.519 1745.75 991.942 308.087 53.473 35101.6 6278.14 2050.76 4227.37 1099.12 28823.5 8892.5 1542.64 127.914 629.149 7349.85 6444.86 904.988 19931 2174.95 1974.03 200.917 17756.1 17522.1 233.914 469.974 1414.73 3128.25 1022.57 274.885 103.203 2105.68 1947.56 990.032 957.529
internal_count=2864192 2760820 362423 157067 154965 205356 131292 152624 2102 2398397 311824 158266 153558 39245 2086573 862659 307142 115596 33094 555517 437391 118126 1223914 205506 188986 16520 1018408 996929 21479 6151 191546 114313 40953 148959 8832 73360 149434 79123 70311
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=16384 19 3158303 1 1 1 1 1 12912170 5 1 108 26214587 96 2 1048752 1 8921234 19469720 12660737 1 1 588 1576 8 300 328 4433
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=40
num_cat=28
split_feature=2 1 5 2 10 0 2 0 2 1 7 3 1 3 2 5 8 7 0 2 2 1 2 5 13 0 2 0 10 12 0 3 12 2 2 8 7 3 3
split_gain=4.03758 2.92547 5.94675 8.21742 4.08279 6.43541 4.96893 3.81166 9.70394 6.20343 3.8187 5.70093 4.8441 4.60255 14.1324 5.42858 3.7261 3.70863 3.35672 4.9751 3.68498 3.30806 12.8825 7.38551 3.8077 5.00735 3.27482 3.10599 2.97412 3.59844 2.4828 10.7725 5.63617 4.29929 3.32286 12.7863 3.12049 2.29913 2.19795
threshold=0 1 2 3 4 2.5000000000000004 5 1.0000000180025095e-35 6 7 8 1.5000000000000002 9 3.5000000000000004 10 11 12 13 1.5000000000000002 14 15 16 17 18 19 15.500000000000002 20 1.5000000000000002 21 22 16.500000000000004 1.0000000180025095e-35 23 24 25 26 27 4.5000000000000009 2.5000000000000004
decision_type=9 1 1 9 1 2 9 2 9 1 1 2 1 2 9 1 1 1 2 9 9 1 9 1 1 2 9 2 1 1 2 2 1 9 9 1 1 2 2
left_child=-1 2 4 -4 5 6 16 8 9 -3 11 12 -10 15 -15 -12 -2 -5 19 37 -20 22 23 27 25 -24 -7 -9 29 -11 34 33 -33 -32 35 -23 -36 -6 -21
right_child=1 7 3 17 18 26 -8 21 10 28 13 -13 -14 14 -16 -17 -18 -19 20 38 -22 30 24 -25 -26 -27 -28 -29 -30 -31 31 32 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.020443976771821679 0.00023996148345679414 -0.0023239055278932628 -0.013267546697373678 0 0.0095697295705333904 -0.0015540796983481917 0.0098469742743898751 0 0.014529652981285231 -0.024755705751034311 -0.001906025644545759 -0.0040694348847340909 0 0.031470856499537007 0 -0.011946816445716314 -0.015018899124273583 0.034092016250071883 -0.0095316829325984929 -0.015324289234742987 0.0029660227779867068 0.0022628537716682072 0 -0.0012132362803127319 -0.018322101527843759 0.029206306246809383 0.019652191861954552 0.054854748820937382 0 0 0.02713647297888996 -0.019667000983467769 0.0014514028884784545 0 -0.0068695888657576906 0.043754242530060834 0.00013899372930509926 -0.0046788113305135468 0
leaf_weight=56.720066140082054 596.40944148343988 524.98466477054171 33.40687671652995 39.694302049349062 607.09660826902837 60.944982474669814 406.78864836250432 19.1440771271009 518.64390490739606 389.21776056343515 5750.6135791899687 515.89641966796626 407.10854373628899 116.95716431303299 1508.7201858925982 587.94112594223043 172.14436357328668 124.85369837889448 675.99343894328922 145.56933912355453 286.94106420129538 3191.0536975850991 463.57002178289986 25.636812731579994 64.114674219861627 36.302096822022577 323.60969651397318 63.891695981452358 51.05271623423323 52.027178639429621 59.42307615512982 372.11982354291831 141.9398056557402 186.4023424066836 617.38126630446641 47.429131728829816 17818.539827686869 87.99336356902495 131.18820292875171
leaf_count=106365 50685 52092 3188 3499 14434 6790 54370 15171 30156 132552 519545 47291 23764 17504 111076 115218 3446 9856 9229 7758 9627 306269 88509 15834 3865 2599 22351 17895 3782 4809 4071 28382 6227 5674 27560 2393 971092 2528 6684
internal_value=0 7.89117e-06 0.00267141 0.0184636 0.00154979 0.00534795 0.00125595 -0.000279336 -0.00186943 -0.0109771 -0.00080835 0.0037987 0.00852714 -0.00169459 0.00292116 -0.00293637 -0.0031979 0.0268045 -0.00139465 0.00251009 -0.00559444 0.000426336 0.00714642 0.0333885 0 0.0034978 0.016135 0.0471661 -0.0187731 -0.0216524 0.000198945 -0.00528149 -0.013526 0.0104674 0.000412032 0.00334808 -9.38364e-05 0.00713487 -0.00767163
internal_weight=0 37222.7 3692.63 197.955 3494.68 1559.9 1175.34 33530.1 10423.2 1017.28 9405.88 1441.65 925.752 7964.23 1625.68 6338.55 768.554 164.548 1934.78 971.848 962.935 23106.9 672.659 108.673 563.987 499.872 384.555 83.0358 492.298 441.245 22434.3 759.885 514.06 245.825 21674.4 3238.48 18435.9 695.09 276.758
internal_count=2864140 2757775 204445 16543 187902 137642 108501 2553330 1057789 193235 864554 101211 53920 763343 128580 634763 54131 13355 50260 31404 18856 1495541 143873 48900 94973 91108 29141 33066 141143 137361 1351668 44354 34609 9745 1307314 308662 998652 16962 14442
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=4210688 512 2 862338 1 20189482 3746828 320 12 184 37569 2 1 6 8656042 8458282 13 1836190 2 1 2959364 1 1 1 9439954 11090956 1 8
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=40
num_cat=27
split_feature=2 11 2 2 13 1 10 3 2 10 0 1 2 2 7 1 1 7 0 0 2 10 3 5 8 0 2 0 7 0 1 0 0 7 3 2 3 1 4
split_gain=3.64102 2.84467 4.64316 3.35866 15.0382 11.9672 15.3375 5.14406 14.2899 11.1368 4.74593 3.2867 3.74835 3.08371 3.70279 3.56896 3.11891 9.11823 3.15372 2.52474 2.46077 2.32922 2.31129 1.98744 1.96296 1.94093 1.82883 5.6696 2.14998 1.90506 1.86062 2.46491 2.29508 7.65233 2.11676 1.71729 1.75006 1.68254 1.54916
threshold=0 1 2 3 4 5 6 1.0000000180025095e-35 7 8 2.5000000000000004 9 10 11 12 13 14 15 21.500000000000004 6.5000000000000009 16 17 1.0000000180025095e-35 18 19 23.500000000000004 20 2.5000000000000004 21 24.500000000000004 22 1.5000000000000002 16.500000000000004 23 7.5000000000000009 24 1.0000000180025095e-35 25 26
decision_type=9 1 9 9 1 1 1 2 9 1 2 1 9 9 1 1 1 1 2 2 9 1 2 1 1 2 9 2 1 2 1 2 2 1 2 9 2 1 1
left_child=-1 2 24 26 5 6 10 8 -7 -9 -5 35 -13 14 -4 -16 18 19 23 -18 -8 -19 -17 -15 -2 -14 27 28 38 -29 31 34 -32 -34 -28 -6 -37 -30 -3
right_child=1 3 13 4 11 7 20 9 -10 -11 -12 12 25 16 15 22 17 21 -20 -21 -22 -23 -24 -25 -26 -27 30 29 37 -31 32 -33 33 -35 -36 36 -38 -39 -40
leaf_value=-0.020601880823388735 0.0048322648805118789 0.0091108859376116801 0 -0.034266576729907489 0.0051124251414652764 -0.0090803604086136542 0.030027728658319965 -0.0071968467708402109 0.0082147165201382107 0.0030585963993609811 -0.0050359736636493629 -0.0026453764666740896 0.018418930246285794 0.0022669806888074677 0.0001633647635481855 0 0 -0.0053404221350291919 -0.01505554211362924 0.0096145214197969238 -0.0031744575214283951 -0.020283231935601793 -0.028187341021250641 0.010326605512492574 0.020068233597220542 -0.0018093709290089575 0.0044857022138956454 0.024229321301767366 0.0056549767978003682 0 -0.0006111687246173591 -0.00072808171568732516 0.018869486450870009 -0.013665284212576574 -0.011095987777739354 0.0065247034877020859 -0.01426912913839757 -0.015339630396702695 -0.0079879677371060675
leaf_weight=45.638510763386876 1871.7031319032103 170.39713752512762 388.10808058742259 255.7355375264342 363.86008288664743 720.57490544142638 30.568737101741135 3709.5043568153051 1224.0557306957198 1409.7906256772112 116.0198938775211 85.032866497873329 491.54625030816533 3874.8795006934088 78.814032738271635 29.930868198163807 1125.1417435475159 353.03407322970452 63.987218279857188 312.62499388412107 9.3564527663402242 231.59563659876585 131.47910627233796 339.96803843724774 79.823672960628755 17.583950357860886 2496.5323491508752 132.59633279271657 9.083047712687403 11.837028445152098 14700.066102782275 1856.2337161165779 176.23396375009906 65.41120102716377 51.90620456324541 17.646962053142488 86.342555635143071 102.18877128581516 28.620172186521813
leaf_count=103531 148679 22340 36644 201231 25944 80596 1184 463599 134574 72851 30199 7826 34957 133372 7747 2985 54683 20974 3177 10344 639 4242 12130 26219 3163 1513 197394 12027 881 1858 887494 74356 6889 3236 3530 1838 8348 14448 6594
internal_value=0 4.07821e-05 0.00160667 -0.000440543 -0.00209739 -0.00371663 -0.0196249 -0.00263676 0.00160919 -0.004313 -0.0269481 0.00879564 0.0135446 0.000333404 -0.0060648 -0.0148726 0.00105295 -0.00207564 0.00260667 0.00207798 0.0237731 -0.0122498 -0.0222783 0.00305613 0.00587163 0.0167906 0.000261726 0.00627551 -0.000722974 0.0209286 9.22453e-05 0.0019014 -0.000424705 0.00861326 0.00392658 0.00140884 -0.00728681 -0.0106005 0.00442453
internal_weight=0 37219.8 8881.09 28338.7 8537.62 7475.61 411.681 7063.93 1944.63 5119.29 371.755 1062.01 594.163 6929.56 628.332 240.224 6301.23 2022.4 4278.83 1437.77 39.9252 584.63 161.41 4214.85 1951.53 509.13 19801.1 454.722 310.289 144.433 19346.4 4404.67 14941.7 241.645 2548.44 467.85 103.99 111.272 199.017
internal_count=2864236 2760705 464359 2296346 1065299 984873 233253 751620 215170 536450 231430 80426 44296 312517 59506 22862 253011 90243 162768 65027 1823 25216 15115 159591 151842 36470 1231047 58148 44263 13885 1172899 275280 897619 10125 200924 36130 10186 15329 28934
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16384 2 13181215 26318048 1 23 1 6556160 1 643 2097408 1315840 1 88 916 5 264216 1 2 1 16880640 1 545 9 11033 512 2
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=40
num_cat=26
split_feature=2 1 6 2 13 0 1 1 2 10 5 7 3 1 2 8 3 1 11 0 7 0 1 8 7 3 2 2 1 0 0 4 0 3 0 11 6 3 0
split_gain=3.24456 2.78793 2.51821 5.66059 5.32687 4.54597 6.65665 4.09939 10.1883 11.3655 3.8135 3.73462 3.63248 3.26067 3.25985 6.41151 2.97562 2.57915 2.34105 2.0881 4.56437 2.30341 1.85966 1.54806 1.45864 1.39394 1.04054 1.00346 0.975517 0.94785 0.86359 0.724926 0.666524 0.253135 0.233267 0.219793 0.262768 0.115762 0.046745
threshold=0 1 2 3 4 23.500000000000004 5 6 7 8 9 10 1.5000000000000002 11 12 13 3.5000000000000004 14 15 11.500000000000002 16 1.5000000000000002 17 18 19 2.5000000000000004 20 21 22 101.50000000000001 2.5000000000000004 23 46.500000000000007 1.0000000180025095e-35 15.500000000000002 24 25 2.5000000000000004 1.0000000180025095e-35
decision_type=9 1 1 9 1 2 1 1 9 1 1 1 2 1 9 1 2 1 1 2 1 2 1 1 1 2 9 9 1 2 2 1 2 2 2 1 1 2 2
left_child=31 27 5 17 11 7 10 14 12 -10 24 22 -9 29 15 -3 -15 30 -16 21 -21 -19 -5 26 -7 -12 -8 38 -13 -6 33 35 -32 -4 -29 36 -1 -25 -2
right_child=1 2 3 4 13 6 23 8 9 -11 25 28 -14 16 18 -17 -18 19 -20 20 -22 -23 -24 37 -26 -27 -28 34 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.028789356178918032 0 0.0031135830237871611 -0.0051653504524820449 0 -0.020075003738753247 0.024671607766128204 0 -0.0025295380259500139 -0.014878937703251469 0.0094659436555694348 -0.021529182304063359 0.010713280707847932 0.0033258403299387968 0.014113434062480288 -0.00033236193866326244 0.034603970511624768 -0.010198568604678146 0.0024856328963335089 0.0018592570808703931 0.018059635404003307 -0.0047903193771756929 -0.0051745174019982429 0.035334296470348518 0.0057130042199736311 0 0.0024324178309964276 -0.023816416991884502 -0.021397368777286624 -0.00091818919272923212 0 0.029112839884910171 0 0 0.0061166691974748472 0 0 0 0 0.0037229432918684242
leaf_weight=28.97711398301908 4.2262021622955217 1816.5256893339356 9.9262983738444763 25.802038696536329 53.576724987942725 50.163450320251286 30.497279394068755 2628.9627597565559 1013.8838266398379 197.39322386542335 15.791495353623761 75.897281791403657 1723.1619257280909 144.84196650027297 20770.743959797579 40.480989748146385 31.604521457280498 590.3659219464098 6298.8860243320159 134.97702597442549 121.9389345938107 909.98344508415903 118.69299131191292 5.4681270457804185 14.282508719945325 3.1631444313097736 195.44585842802189 71.334603013554442 82.46843098606405 1.5493258018977929 22.565448808425575 11.957004378571581 1.0032029631547619 9.1857504640502139 2.6959813815192311 0.68342502300219976 2.9442142622101555 6.1147838956676424 3.7424563963795663
leaf_count=69917 8412 186302 2014 2558 3930 2589 2543 256524 247755 9153 2432 9791 161102 9968 1362350 2493 2472 38662 300406 3492 4065 34585 16444 91 869 333 14247 52616 13829 127 1214 26744 81 1655 989 422 6165 155 4662
internal_value=0 1.49916e-05 7.25217e-05 0.0032358 0.0118904 -0.000133576 -0.0114588 -9.6384e-06 -0.00249395 -0.0104528 0.00847349 0.0202076 -0.000135518 0 0.000460595 0.00447454 0.00711189 0.000282835 0.000167972 -0.000354804 0.00726443 -0.00197469 0.0303375 -0.0193381 0.0206554 -0.0123622 -0.0219349 -0.015066 0.00418011 -0.0150893 0.017635 -0.0195907 0.0265944 0 -0.0187757 -0.0265277 -0.027331 0 6.1737e-05
internal_weight=0 37227.3 37145.3 2334.38 534.433 34811 320.927 34490 5563.4 1211.28 83.4006 302.861 4352.12 231.573 28926.6 1857.01 176.446 1799.95 27069.6 1757.27 256.916 1500.35 144.495 237.526 64.446 18.9546 225.943 81.9992 158.366 55.1261 42.6807 44.5618 23.5687 19.112 74.0306 32.6048 31.9213 11.5829 7.96866
internal_count=2864158 2760910 2694231 144887 59119 2549344 23259 2526085 674534 256908 6223 42622 417626 16497 1851551 188795 12440 85768 1662756 80804 7557 73247 19002 17036 3458 2765 16790 66679 23620 4057 4964 103248 1295 3669 53605 76504 76082 246 13074
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=16384 2 1 23176248 1 44 961 17039466 1 2 12 576 15315969 1 4 1 5 384 1 1 1048848 2883600 168 2 1 1
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=40
num_cat=27
split_feature=2 4 1 8 0 3 13 3 2 2 3 3 2 0 0 3 2 3 2 2 7 2 3 5 0 2 1 1 1 1 1 2 1 0 5 1 2 5 12
split_gain=3.02736 2.26939 5.93209 6.09231 5.90163 5.36503 8.49343 4.7802 8.52605 7.11779 5.50681 4.65045 16.8638 6.58212 5.45911 4.56294 3.65384 3.59079 9.22713 8.95111 7.10726 7.08978 6.49205 10.7719 7.38509 5.37503 6.85584 5.18476 3.49093 2.9312 2.83273 2.48329 2.36981 2.06066 1.81467 1.66476 5.37382 1.74459 1.57577
threshold=0 1 2 3 1.0000000180025095e-35 3.5000000000000004 4 1.5000000000000002 5 6 4.5000000000000009 4.5000000000000009 7 1.5000000000000002 6.5000000000000009 5.5000000000000009 8 1.5000000000000002 9 10 11 12 1.0000000180025095e-35 13 7.5000000000000009 14 15 16 17 18 19 20 21 9.5000000000000018 22 23 24 25 26
decision_type=9 1 1 1 2 2 1 2 9 9 2 2 9 2 2 2 9 2 9 9 1 9 2 1 2 9 1 1 1 1 1 9 1 2 1 1 9 1 1
left_child=-1 11 3 7 15 -5 32 8 34 38 -11 17 13 -13 35 -4 -16 19 29 22 21 -20 24 -24 -2 27 -27 -21 -22 -19 -10 -6 -7 -8 -3 37 -37 -14 -9
right_child=1 2 4 5 31 6 33 9 30 10 -12 12 14 -15 16 -17 -18 18 20 25 28 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=-0.017961677091776516 -0.0025310891857029524 0 -0.027188815654016426 0.012547907626580264 0.0024420239194881915 0.0049573056432285836 0.02222850347628974 -0.018165151684748384 0.0083664827416248047 -0.0048961920258400156 0.0030379358549693447 0.034844208334058956 -0.015825182518785324 0.00116068527098135 -0.0037704269837486072 0.00099564229229181958 0.020068248577614689 -0.0082966304413998829 0.0043757488317040447 0.0031785931732352503 -0.0067930996462166786 -0.0030580679251211149 -0.0043649436335094372 -0.024249318084314363 0.017123331467998795 -0.00034371392871214765 0.010679147985376801 -0.0012237055190827397 0.00092567214765489287 0.012947449435471672 -0.0096015514415281888 -0.016517191703824943 -0.006592764488725038 -0.0027198388489960701 0.034844786475774603 0 -0.017343942418899007 0.0010183131082469603 -0.0020446889467569031
leaf_weight=53.795443553593941 2261.3730566412887 17.743810229818337 214.12266484225256 528.63415812834864 284.45811033427526 175.28100078739226 156.7810771134682 360.28611349657876 103.0934360367246 2264.0705112571304 1341.754719389457 102.68077406301018 627.08747350485646 142.12850163859548 99.156919149798341 46.468204674776644 69.195294686942361 29.285731777352339 5788.3291592902206 3946.1324198741349 1346.1684183315519 1567.3386008448797 1308.6824817774104 343.2264728137452 177.08058179826185 966.24264309734281 1170.499426051927 8033.8420051939684 900.60317872710584 881.5810128474368 167.45562938594958 44.913013794161088 681.92104057408869 8.3631042558699829 81.019916687830118 574.48163786891746 240.46177648835874 27.78986307408195 134.6780806388706
leaf_count=106313 327533 1734 95282 22049 40696 5709 3976 43355 10640 242961 103750 9768 34702 11271 1904 10709 4721 6219 279728 166399 71573 126888 141828 52773 15433 107912 119822 426615 51964 75734 16945 25169 30143 199 8657 27232 21024 2022 12885
internal_value=0 2.33399e-05 -0.00164384 -0.000617939 -0.0109077 0.00465848 5.25309e-05 -0.00253558 0.00771546 -0.00358073 -0.00185552 0.000394549 -0.00435822 0.0179873 -0.00819948 -0.0215467 0.00689015 0.00072081 0.00219092 -0.000113833 0.00121777 0.00274322 -0.00422421 -0.00903364 -0.000791492 0.00106462 0.00564203 0.000207179 -0.00360582 0.0116286 -0.00159301 -0.000863147 -0.00382353 0.0192039 0.0279294 -0.0102858 -0.00595027 -0.0144481 -0.0144427
internal_weight=0 37214.4 6611.04 6021.08 589.962 1550.98 1022.35 4470.1 369.313 4100.79 3605.83 30603.4 1882.98 244.809 1638.17 260.591 168.352 28720.4 10513.3 18207.1 9602.44 7355.67 4090.36 1651.91 2438.45 14116.7 2136.74 11980 2246.77 910.867 270.549 329.371 857.202 165.144 98.7637 1469.82 814.943 654.877 494.964
internal_count=2864237 2757924 674859 503003 171856 62076 40027 440927 37976 402951 346711 2083065 112644 21039 91605 105991 6625 1970421 612106 1358315 530153 406616 537567 194601 342966 820748 227734 593014 123537 81953 27585 65865 35852 4175 10391 84980 48256 36724 56240
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=4210688 2 992 1 1 2105048 9178633 8696516 3145768 2099212 2394954 5 526306 2 5280 177 643 390 22 640 10489456 768 2 656 2098218 2 1
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=40
num_cat=30
split_feature=2 0 1 2 2 13 5 7 1 2 5 0 5 8 2 0 7 1 3 2 2 2 0 3 3 2 7 7 5 12 2 11 7 7 3 3 5 6 8
split_gain=2.65781 2.12047 6.48152 17.475 3.64624 6.63651 5.06963 2.78546 2.75308 11.5083 6.28404 3.23067 2.32878 2.31082 10.5858 3.93648 4.76759 3.85308 3.14589 25.2506 8.59007 7.94137 5.04488 4.79178 2.20562 2.0706 1.98179 1.93618 2.25817 2.1634 1.62184 1.40235 1.97529 1.16395 1.15522 1.12587 2.23102 1.27844 0.999394
threshold=0 1.0000000180025095e-35 1 2 3 4 5 6 7 8 9 1.5000000000000002 10 11 12 2.5000000000000004 13 14 1.0000000180025095e-35 15 16 17 23.500000000000004 2.5000000000000004 5.5000000000000009 18 19 20 21 22 23 24 25 26 1.0000000180025095e-35 2.5000000000000004 27 28 29
decision_type=9 2 1 9 9 1 1 1 1 9 1 2 1 1 9 2 1 1 2 9 9 9 2 2 2 9 1 1 1 1 9 1 1 1 2 2 1 1 1
left_child=-1 2 3 35 5 6 7 -4 9 10 11 -3 24 18 15 16 -15 -16 19 26 23 -21 -22 -20 25 -11 -10 28 29 -6 -8 32 -7 -17 -14 36 37 -2 -37
right_child=1 8 4 -5 27 31 30 -9 13 12 -12 -13 34 14 17 33 -18 -19 20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 38 -38 -39 -40
leaf_value=-0.017912898424914791 -0.0018521439277845852 0 0.0015990933010778486 -0.041756415598442904 0.017889597457444267 0.01654641969073074 0 -0.0070336408055596891 0 0.0073799568899623469 -0.000266803124323459 0.047347816756965644 0.00088611665698821909 0.0035486852934541071 0 -0.0032734119929920531 -0.0076924050356526903 0.033457969460595142 -0.014445694814671908 0.0073952270930712077 0.00018475171775327387 -0.00095112979816394042 -0.013629595591696776 -0.0010514479933958953 -0.016666802273473377 -0.01053523626333186 0.044243812657350751 0 -0.0099192815767361678 -0.0013189782731747642 -0.021863302047385739 0 -0.0046925983751646477 0.0080743011373826789 -0.017293058947754961 0.016498008420743757 -0.02169476968086545 0.014397318550049172 0
leaf_weight=42.833854031363444 202.08073834564857 23.516013054351788 484.60468467482133 104.16678921767016 159.28289369191043 153.56946033274289 53.320044665888418 1028.7285115597624 15.853637705964502 406.81348778405663 33.107180375391181 82.061397257464705 5.6522949145655721 690.53470621653832 76.239877051208168 46.006246541743167 706.3493177627679 115.78460997180082 653.21828958530023 1402.2587145411962 14517.961648411438 5253.3455998715945 239.06672596099088 532.08663767846883 19.159922334220028 28.074689907538414 117.11385265825083 8729.4351892219711 14.323193228236049 40.131068350048736 224.31390013315831 196.50560774304904 17.408695585327223 669.5752261551097 77.119139248286956 41.657179786197958 21.025599423635867 28.04306089795864 14.492805273272095
leaf_count=102951 39343 17048 52502 163631 6714 13883 8142 104224 1710 40189 18925 20661 1959 18949 3027 655 15680 5623 69305 133399 872505 273863 16507 52135 1797 16738 12504 667107 2588 1721 31130 16901 1489 11360 27252 7484 7300 4331 973
internal_value=0 1.54762e-05 -0.00110235 -0.0128823 -0.000593146 -0.00425082 -0.00686374 -0.00413272 0.00052839 0.0066683 0.0287159 0.0401831 -0.000103816 0.000340175 0.00333743 0.000928706 -0.00199651 0.0236708 1.92798e-05 0.00183013 -0.000735026 0.00079622 -4.5922e-05 -0.00878195 0.0023984 0.00490501 0.0395897 0.000271242 0.00888336 0.0130493 -0.0189202 0.00717872 0.0131033 0.0069044 -0.0134859 0 -0.00249394 0.000406797 0.0105066
internal_weight=0 37224 11513.1 411.466 11101.6 2158.45 1790.97 1513.33 25710.9 675.504 138.685 105.577 536.82 25035.4 2304.49 2112.47 1396.88 192.024 22730.9 6788.57 15942.3 6655.6 14757 1185.3 454.048 434.888 132.967 8943.17 213.737 199.414 277.634 367.484 170.978 715.581 82.7714 307.299 251.149 230.124 56.15
internal_count=2864205 2761254 1129463 223062 906401 228271 195998 156726 1631791 144569 56634 37709 87935 1487222 55294 46644 34629 8650 1431928 421476 1010452 407262 889012 121440 58724 56927 14214 678130 11023 8435 39272 32273 15372 12015 29211 59431 50974 43674 8457
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=16384 15 25198643 3148956 1 2 6 13 1871006 2 2 1 786788 1 272 8978436 8978435 4202962 8288 4 8 2 1 2099200 1 3 8 2 1 1
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=40
num_cat=24
split_feature=2 12 2 1 7 0 1 2 3 3 2 8 2 1 5 3 3 2 2 0 1 3 2 2 1 3 0 3 0 3 1 8 5 0 2 0 3 11 7
split_gain=2.39766 1.98912 4.52145 5.75289 4.03871 5.25077 4.62692 7.03133 7.15029 3.48602 4.53847 3.41576 9.2685 7.36506 9.89719 22.0332 9.97136 12.8627 12.2501 6.95958 6.51714 4.28736 11.4488 9.72126 3.7083 8.5216 4.79985 3.58626 3.23693 3.11515 2.83771 8.89038 3.492 2.70655 2.67387 2.66388 2.33642 2.53105 1.92247
threshold=0 1 2 3 4 12.500000000000002 5 6 2.5000000000000004 4.5000000000000009 7 8 9 10 11 7.5000000000000009 1.0000000180025095e-35 12 13 17.500000000000004 14 1.0000000180025095e-35 15 16 17 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 11.500000000000002 1.0000000180025095e-35 18 19 20 1.0000000180025095e-35 21 1.0000000180025095e-35 2.5000000000000004 22 23
decision_type=9 1 9 1 1 2 1 9 2 2 9 1 9 1 1 2 2 9 9 2 1 2 9 9 1 2 2 2 2 2 1 1 1 2 9 2 2 1 1
left_child=-1 11 3 29 5 30 -6 28 -9 10 -7 13 24 19 16 20 18 -18 -15 21 -16 22 -2 -23 38 26 -26 -14 -8 -3 31 -4 -32 -5 -17 -27 37 -21 -13
right_child=1 2 4 33 6 9 7 8 -10 -11 -12 12 27 14 15 34 17 -19 -20 36 -22 23 -24 -25 25 35 -28 -29 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.017113308743948442 0.016752919028241314 0.016432517364201638 0.015948643600687207 0 -0.0067706506800585195 0.022981550839815141 -0.00052129465192293518 0.024670024759220272 -0.0040222338567366686 -0.0077279212551384291 -0.0089758304144966009 0.0016491261759919236 0.0403714482522156 0.0098444573857672333 -0.0079274322932522696 0.045586489472336122 -0.015778338730653759 0.0038470895526019813 -0.0072875634258354324 -0.029208696294676012 -0.024014453829620211 0.0016068147895978346 0.0013506531851854291 -0.0050227075738112142 0.019931263852323512 -0.010215129329179069 0 -0.00044270677231076825 -0.021941854451128191 -0.01287078017972116 -8.6869868943814565e-05 -0.0064485839739952576 0.0075762429358474069 0.029024000153913806 -0.0015869010164541104 0.0034502064887269829 0 0 -0.005224204324975612
leaf_weight=42.035106013849145 522.0330883807037 17.794335702434182 435.22195312869735 34.416365049313754 1256.8044172648806 227.9048705897294 1478.8995360449189 197.35700964892749 102.90365706768353 24.3665443030186 21.059304725611582 759.81369087798521 65.674878240795806 428.3787539843579 1106.2208078635158 37.382035594651825 325.15809520857874 3539.8496483706404 3338.4305474236244 102.92351234459784 388.15138289183596 7467.4743100557826 3986.858656640281 3086.9310447656899 392.07654399855528 247.63494641234865 182.80967454379424 8.9955432873684895 46.609270995948464 88.872305463068187 5292.3054126240313 241.83846122864634 630.28834832285065 141.05901889468078 6.7234401150781187 226.98802979185712 28.129769857041538 26.740991126280278 717.73332737293094
leaf_count=103102 50954 1406 28622 2901 62965 6491 67118 14334 7062 934 1697 16783 4214 120929 161459 4963 76382 293162 336460 7391 167107 415857 262644 273795 5486 6972 2524 728 1381 7865 245774 10675 57548 13070 2614 5304 1944 1908 11725
internal_value=0 0 0.00118637 0.0129112 0.000772554 0.00214025 -0.00216917 0.000914798 0.0140314 0.0151276 0.0190304 -0.000448658 0.00295033 -0.000826678 -0.00306333 -0.010338 -0.00152695 0.00197956 -0.00519109 0.000506225 -0.0129026 0.000762726 0.00333883 -0.000315799 0.00152673 0.00601992 0.0140657 0.030917 -0.00176782 -0.00303135 0.00149432 0.00748429 0.000711126 0.0227582 0.0425533 -0.00326861 -0.0185655 -0.0234891 -0.00154167
internal_weight=0 37230.8 10237.7 282.142 9955.56 6872.98 3082.57 1825.77 300.261 273.331 248.964 26993.1 2601.73 24391.4 9170.29 1538.48 7631.82 3865.01 3766.81 15221.1 1494.37 15063.3 4508.89 10554.4 2527.06 1049.51 574.886 74.6704 1525.51 106.667 6599.65 677.06 5922.59 175.475 44.1055 474.623 157.794 129.665 1477.55
internal_count=2864250 2761148 529843 25242 504601 351741 152860 89895 21396 9122 8188 2231305 53736 2177569 1163076 336143 826933 369544 457389 1014493 328566 1003250 313598 689652 48794 20286 8010 4942 68499 9271 342619 39297 303322 15971 7577 12276 11243 9299 28508
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=16384 1 9506821 768 9 656 4722082 3440 1 2885809 896 2 14790917 29950414 96 8978452 6307304 896 44 1 2 8695200 1 9
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=40
num_cat=27
split_feature=2 0 3 3 2 2 2 1 0 12 2 0 1 7 13 1 12 0 3 2 8 10 10 1 13 1 0 2 0 2 0 10 5 10 0 3 1 1 8
split_gain=2.17919 1.85599 4.9922 10.9086 17.0381 13.039 8.5657 5.97292 5.7537 7.27154 4.81969 4.57865 4.32263 4.61908 3.45368 2.97849 7.59141 3.31145 2.89972 2.89198 8.38121 16.6975 8.01097 10.0558 13.3312 4.67134 3.63639 3.8333 2.65725 2.4981 2.26251 33.1947 15.8439 9.59616 14.325 9.59014 7.36334 6.03525 5.02423
threshold=0 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1 2 3 4 16.500000000000004 5 6 7.5000000000000009 7 8 9 10 11 72.500000000000014 3.5000000000000004 12 13 14 15 16 17 18 3.5000000000000004 19 1.5000000000000002 20 1.5000000000000002 21 22 23 1.0000000180025095e-35 8.5000000000000018 24 25 26
decision_type=9 2 2 2 9 9 9 1 2 1 9 2 1 1 1 1 1 2 2 9 1 1 1 1 1 1 2 9 2 9 2 1 1 1 2 2 1 1 1
left_child=-1 19 6 4 -4 7 11 18 10 -10 -6 -3 13 -7 -13 17 -17 -8 -5 30 21 28 23 25 -25 -22 27 -24 -21 -28 33 -32 35 -2 38 -33 -36 -34 -35
right_child=1 2 3 5 8 12 15 -9 9 -11 -12 14 -14 -15 -16 16 -18 -19 -20 20 22 -23 26 24 -26 -27 29 -29 -30 -31 31 32 37 34 36 -37 -38 -39 -40
leaf_value=-0.016371855134282281 -0.00061252478424452927 0.0053576884090162109 -0.023466497596066907 0.014241732388620299 -0.00064720636836597292 0.021919260269568478 -0.0016785154829377807 -0.0037352008491746444 -0.025551186524542153 0.01034355832420528 0.0155758378943925 0.039454912878561552 0.0012149325054529273 0 0 0.015510525542930942 -0.0076075949005471807 0.023519972463676504 0 0.048316289464769305 0.0048600508672151325 -0.0060746856837740372 0.0059220371299355812 -0.01650240217711586 0.017218601526517253 -0.0034233194028809757 0.006205622749639466 -0.0026241955929779126 0.0037954882423235389 -0.011510938953118076 0.0054141197890611448 -0.010296437422186227 -0.0057119552663439706 -0.0021832192448908755 -0.0045038170314202425 0.037389699802997868 0.01416711827734328 0.026782515447845701 0.010356132955406629
leaf_weight=41.308053331467818 9175.5762755895412 162.08022801367042 409.56316160941788 296.52210060472135 841.21542753672111 488.97039276282885 1115.9086204284104 1756.6670342512807 146.90083677199436 49.047980620060116 183.89761914664996 110.83219246478257 292.19907778239576 143.52869543069392 27.980060267262161 409.09362775138288 168.27616009814665 24.212421311996877 184.34045721183065 77.206835987744853 724.54703225125559 148.60657612653449 1827.2380426190794 1005.4441710538122 99.123048517329153 5034.0338459256454 58.883649752940983 650.64097581757596 39.632614612113684 255.01667674118653 3774.5425430123578 3323.3125713993795 52.747964110225439 1896.4259519088082 202.80209005484357 11.359313943423329 1563.3684175368398 136.51742647821084 352.84676819015294
leaf_count=103099 786662 15612 51260 11045 31796 39654 39282 54310 11200 1787 17043 10999 25121 11538 1741 20018 3812 946 6711 7196 88878 4537 85028 393346 11681 571474 1986 41006 2706 8508 248818 47236 2215 51328 5317 834 36472 4731 7441
internal_value=0 1.29995e-05 0.00150895 -0.000195655 -0.00682574 0.00316123 0.00564676 -0.000899996 -0.000384854 -0.0150582 0.00248036 0.0202788 0.0128964 0.0174536 0.033077 0.00247729 0.00810239 -0.000295182 0.00837293 -0.000313363 -0.0017164 0.0147545 -0.00224628 -0.00409367 -0.0127245 -0.00230303 0.00218415 0.00356695 0.0391184 -0.00721803 0.000353502 -0.00103496 -0.00801448 0.00114529 0.00521094 -0.00971291 0.0118706 0.0177767 0
internal_weight=0 37221.1 6811.24 4792.85 1630.63 3162.23 2018.38 2237.53 1221.06 195.949 1025.11 300.892 924.698 632.499 138.812 1717.49 577.37 1140.12 480.863 30409.9 9920.37 265.446 9654.93 6863.15 1104.57 5758.58 2791.78 2477.88 116.839 313.9 20489.5 7298.48 3523.94 13191 4015.44 3334.67 1766.17 189.265 2249.27
internal_count=2864374 2761275 353875 261465 113086 148379 92410 72066 61826 12987 48839 28352 76313 51192 12740 64058 23830 40228 17756 2407400 1216346 14439 1201907 1065379 405027 660352 136528 126034 9902 10494 1191054 303834 55016 887220 100558 48070 41789 6946 58769
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=16384 8454474 6033585 9515470 74 1 262708 428 5 1 368 1 12685355 2 1 1 960 1 512 272596 2098688 1 2 1 64 117 1
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=40
num_cat=31
split_feature=2 0 3 2 5 2 2 10 1 12 8 10 7 0 2 13 2 1 1 2 1 8 12 10 8 1 10 3 11 0 2 4 3 2 3 7 1 0 1
split_gain=2.03728 1.75323 5.46987 10.3335 8.62639 9.70993 8.57617 7.84934 6.26477 6.10028 5.70971 20.1443 5.87924 7.6555 6.20748 4.76163 8.77459 9.07836 4.93539 4.90325 4.67433 4.56634 4.27251 4.05993 7.64104 4.21433 3.477 3.44536 3.22279 3.15482 3.10368 3.08061 5.75487 4.64868 6.57418 3.89324 3.64973 2.95553 2.60892
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 2 3 4 5 6 7 8 9 10 11.500000000000002 11 12 13 14 15 16 17 18 19 20 21 22 23 1.5000000000000002 24 12.500000000000002 25 26 2.5000000000000004 27 1.0000000180025095e-35 28 29 1.5000000000000002 30
decision_type=9 2 2 9 1 9 9 1 1 1 1 1 1 2 9 1 9 1 1 9 1 1 1 1 1 1 1 2 1 2 9 1 2 9 2 1 1 2 1
left_child=-1 15 4 20 6 -6 8 -8 9 -3 12 22 14 -14 -5 16 31 26 -17 -20 -4 -10 -12 24 -19 -25 28 -21 -18 -9 -13 33 38 34 -2 -35 -34 -29 -33
right_child=1 2 3 10 5 -7 7 29 21 -11 11 30 13 -15 -16 18 17 23 19 27 -22 -23 -24 25 -26 -27 -28 37 -30 -31 -32 32 36 35 -36 -37 -38 -39 -40
leaf_value=-0.015883736892233487 0.036235172501950193 0.0091905235004873485 -0.0042940940609696287 0.0023099729781216952 0.037658290702441234 -0.011164013509422324 0.016579550248428464 -0.0069618772441999146 -0.0068852181802902231 -0.0050049611696807127 0.0070566649665821076 0.007734941710302156 -0.0036227260473427935 -0.019528552295613261 -0.005245020928958205 0.02541952144699753 -0.030688575420051295 -0.0062526234374677596 0.0088741842788063029 -0.0039865616352275195 0.01425711994062198 0.014394099430232671 0.032961124076643707 0.0096897698427658042 0.022714143345992144 -0.0025718363261669659 0.0015928840513857385 0.005374681266226658 0 0.018330967617160843 -0.015049965536223592 -0.0020153114774735937 0.0020378544250350228 0.010640905771108341 0 0.00014076015274742078 -0.0060385145384893139 -0.0027948899368764315 -0.014586751551402913
leaf_weight=40.835748255056387 60.771724468984758 924.96010250486142 128.02045603450097 3355.5153689607396 106.19331839391089 29.171629248696263 686.781846509155 254.97023277822882 1173.1916138858578 390.34512609196827 171.82668536074925 33.296669665724039 2397.5874990270313 339.06987881285022 1558.2417532491527 55.699024531932082 199.18090017915893 3266.0860468820865 782.3300102869398 1190.1214099042118 614.01224150377675 74.072737944312394 182.87886271439493 365.09484562370926 60.654324381845072 824.6225337437354 24.588712881319225 1351.6314652782748 24.912063818541355 26.740340564399958 250.76954293157905 380.04087283508852 1920.2426367059379 326.79721105028875 128.82547229789998 11798.558048102688 739.39926582129556 575.46508624544367 454.51836338464636
leaf_count=103089 11701 36910 13361 129698 7508 2771 78918 7301 47309 9274 3962 679 126174 21142 134642 3855 152063 424692 59520 55561 57201 866 5055 20790 5689 43382 1474 65175 4180 508 2975 52347 153205 15498 17291 803850 87288 22498 74934
internal_value=0 2.26971e-06 0.000962734 -0.000331797 0.00420942 0.0268083 0.00304029 0.010848 0 0.00470209 -0.00139381 0.00737445 -0.00219274 -0.00587105 -4.82992e-05 -0.000483264 -0.00110503 -0.00484729 0.00265973 0.00199694 0.010617 -0.00503875 0.0227211 -0.00363187 -0.00543684 0.00114913 -0.0223203 8.53699e-05 -0.0268816 -0.00206545 -0.0111732 1.41009e-05 -0.0025741 0.000777252 0.0149204 0.000482473 -0.000153078 0.00277637 -0.00966959
internal_weight=0 37227.2 12697.6 9031.22 3666.43 135.365 3531.06 968.492 2562.57 1315.31 8289.19 638.772 7650.41 2736.66 4913.76 24529.5 20574.3 4765.14 3955.25 3899.55 742.033 1247.26 354.706 4516.46 3326.74 1189.72 248.682 3117.22 224.093 281.711 284.066 15809.2 3494.2 12315 189.597 12125.4 2659.64 1927.1 834.559
internal_count=2864336 2761247 686254 494889 191365 10279 181086 86727 94359 46184 424327 12671 411656 147316 264340 2074993 1868384 652270 206609 202754 70562 48175 9017 494553 430381 64172 157717 143234 156243 7809 3654 1216114 367774 848340 28992 819348 240493 87673 127281
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
cat_threshold=16384 7353357 2 8661740 6302756 1 709 1 1 1 1 264608 1 25788898 23 16 8863 50 1 1 1 1 168 1 1 8388880 2 8454144 8 944 837
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=40
num_cat=25
split_feature=1 6 2 2 3 0 1 1 5 0 1 2 10 3 10 0 0 0 7 12 7 2 2 0 3 13 1 8 1 4 3 2 0 2 0 2 8 0 0
split_gain=1.95813 1.84163 4.53287 3.69626 3.27878 2.9477 4.43289 2.62179 2.51462 2.44868 2.08074 6.15212 7.91661 2.83201 2.28747 14.7601 12.0227 1.81707 3.004 2.17896 1.48955 1.64603 1.27469 1.23953 1.20789 1.1379 1.69645 1.12777 1.11192 1.36842 1.10218 1.05557 1.04008 0.988065 0.87357 0.693892 0.686221 0.589863 0.549518
threshold=0 1 2 3 4.5000000000000009 23.500000000000004 4 5 6 4.5000000000000009 7 8 9 1.5000000000000002 10 1.5000000000000002 1.5000000000000002 12.500000000000002 11 12 13 14 15 25.500000000000004 2.5000000000000004 16 17 18 19 20 3.5000000000000004 21 26.500000000000004 22 1.5000000000000002 23 24 19.500000000000004 4.5000000000000009
decision_type=1 1 9 9 2 2 1 1 1 2 1 9 1 2 1 2 2 2 1 1 1 9 9 2 2 1 1 1 1 1 2 9 2 9 2 9 1 2 2
left_child=31 2 25 9 7 10 8 32 23 28 11 13 -13 -5 16 -16 -12 19 -19 -9 21 37 -22 -7 -10 -2 38 33 -3 36 34 -1 35 -8 -28 -4 -30 -6 -27
right_child=1 3 4 5 20 6 27 17 24 -11 14 12 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 26 30 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.023046362658958642 0.019876697820150391 0 0.016796118169728567 -0.0020675330803469386 0.014484519923297988 0 0 -0.0029326728348126468 -0.019266031028854616 0 -0.001070578197918843 -0.012267908621233189 0.0081252633327225567 0.0030878290152097916 0.0033452611749230053 -0.003865473223284792 0.0042237812420576571 0.017155632167820484 -0.0013486460906943318 0.0050844722431155768 0.0011348633171077798 -0.011671450808917568 -0.01931543026334312 0.021095963558522321 0.0026010630704390095 0 0 0 -0.037168640800098539 0 0 0 0 -0.020236287369135519 0.024318136915208476 0 0 0 -0.016426668029348477
leaf_weight=19.771515311989788 159.85200080151844 7.6169527877937071 155.85073628144164 2629.7571654806379 45.442872307572543 8.0953871538222284 28.67806454829406 1055.4426710070293 14.515331619128121 27.253877021015796 10190.34651211265 917.99980611361389 197.31700297258794 1747.7650719203775 5007.380026236413 6433.610253799241 7293.3563454359246 127.49775665183552 125.08811877516564 456.01273124734871 9.3279985205735994 16.284051859227475 104.53317029445316 56.916042890225071 3.1090391109464681 10.553787887096407 5.3264997771475491 11.835589502472429 46.282221669207502 9.5713549555839545 10.323711760109289 59.048555758796283 10.188478272058999 185.26718335977057 24.16850920394063 12.872784163340837 0.073967762873507037 1.941890001296996 17.419393115211278
leaf_count=45571 22867 1197 11230 263131 2265 424 2448 63060 2371 6568 950584 217136 8962 178664 167283 131292 600717 4094 5015 17705 1132 1646 6118 2978 326 994 535 247 70315 24162 864 23646 661 13731 1523 11470 7 59 1247
internal_value=0 7.21945e-05 0.00276934 -0.000103305 0.0010354 -3.13826e-05 -0.00932399 0.0024091 0.00659528 -0.0168871 5.12184e-05 -0.0017157 -0.00820811 0 0.000399004 -0.000682902 0.0011243 0.00090838 0.00831919 -0.000267364 -0.0106784 0 -0.0158308 0.0166331 -0.00990071 0.0151279 0 -0.0160441 -0.0263347 -0.0281461 0.0115988 -0.0127803 0.0128558 -0.0183752 0.0197888 0.0155921 -0.0359207 0.0100312 -0.00957072
internal_weight=0 37164.9 2348.13 34816.7 2120.48 34725.9 308.417 1942.95 82.6358 90.7984 34417.5 5492.84 1115.32 4377.52 28924.7 11441 17483.7 1764.04 252.586 1511.46 177.53 63.6688 113.861 65.0114 17.6244 227.644 67.7919 225.781 63.5445 55.9275 39.8187 78.8201 178.912 213.945 29.495 168.724 46.3562 47.3848 27.9732
internal_count=2864245 2795028 152485 2642543 124455 2540294 22525 113235 6099 102249 2517769 667893 226098 441795 1849876 298575 1551301 89874 9109 80765 11220 3970 7250 3402 2697 28030 5163 16426 95681 94484 2922 69217 23361 16179 2058 22700 70322 2324 2241
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2 2 9966468 1064960 44 12 2 60 17113194 1 1 5 1 1 18529 6561857 1 80 1 32 2 28490 272 265266 1
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=40
num_cat=21
split_feature=3 2 0 3 2 2 3 3 2 5 2 8 1 13 3 0 3 2 3 1 3 5 0 7 3 3 0 2 7 4 7 0 3 3 11 6 3 4 1
split_gain=1.65729 1.56667 1.47861 3.76152 3.58994 3.2862 3.0449 11.0333 7.7075 2.96379 2.2219 6.84434 6.26728 4.24191 3.50725 3.1722 2.68515 2.66784 2.10179 3.5007 2.95477 3.02891 2.02352 1.87058 5.23207 2.36779 1.17187 1.14236 1.02323 0.794075 0.750696 0.69736 0.668662 0.208196 0.201724 0.300338 0.157602 0.137618 0.116075
threshold=14.500000000000002 0 4.5000000000000009 6.5000000000000009 1 2 1.5000000000000002 1.0000000180025095e-35 3 4 5 6 7 8 4.5000000000000009 1.5000000000000002 6.5000000000000009 9 8.5000000000000018 10 7.5000000000000009 11 1.5000000000000002 12 1.5000000000000002 1.5000000000000002 1.5000000000000002 13 14 15 16 13.500000000000002 10.500000000000002 36.000000000000007 17 18 9.5000000000000018 19 20
decision_type=2 9 2 2 9 9 2 2 9 1 9 1 1 1 2 2 2 9 2 1 2 1 2 1 2 2 2 9 1 1 1 2 2 2 1 1 2 1 1
left_child=1 29 10 5 30 23 7 -7 -8 32 18 14 16 -14 15 -12 -13 -16 20 26 22 -22 -3 24 -4 -25 -20 38 -21 34 31 -5 -6 37 35 -1 -11 -29 -2
right_child=27 2 3 4 9 6 8 -9 -10 36 11 12 13 -15 17 -17 -18 -19 19 28 21 -23 -24 25 -26 -27 -28 33 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.023651010261852234 0 0.0011052973762705994 0.040191098395733066 0.019794076576279115 -0.027758888649844798 0.0041812870387113255 0.00022922889125956869 -0.007083053259439454 0.011829583786629579 0.0057191556247549926 0.027748526670914143 0.0012816564995314613 -0.0056041540246489115 0.0017040995931110023 -0.013825053558292281 0 -0.011501229301873406 0.012068582766520239 -0.01138723896521209 0.017785666848431553 -0.018297964717272196 0.0063687542447028959 -0.00098332545348043718 -0.002397294840950007 -0.00072295921441164037 0.014443009261425652 0.0047324199283786802 0 0 0 -0.00070364800770866104 0 0 0 0 0 0 -0.020156637282102444 0.0056583690859679054
leaf_weight=25.008519142553265 3.5082077670667786 12799.58879855894 43.811724942948786 23.803323790489234 100.05291488446528 1943.2670159064874 2070.492151589322 1514.103457993464 785.56506186288607 19.776666605379436 125.41232959623449 4337.4046868917067 4326.4480905864402 884.98102467949866 50.060409914702177 68.212113174144179 137.78917392424773 26.332196093688253 72.680510398990009 173.98603884852491 136.83112078881823 31.628522146987962 7119.9199514756765 151.65031771479698 29.038720808632206 101.37144333936158 25.856400698568905 0.72016086685471237 26.142379847093252 10.844622881886606 12.137812468572518 2.6690352853038339 10.948581522796301 0.50277766917133604 0.5939227864510056 2.6417398824887703 7.1670321743586092 54.881439506687457 3.5104975510039367
leaf_count=69985 427 851814 4316 1895 4252 84317 63253 101903 63046 1419 7177 391373 733310 76167 2804 2816 12424 1667 4501 11980 6072 3185 292938 15115 2910 9406 1703 96 1866 26709 1015 219 681 51 418 6002 520 4013 433
internal_value=0 1.99596e-05 5.78586e-05 0.00139185 -0.0117213 0.0018367 0.00123771 -0.000684232 0.00365546 -0.0184156 -0.000232972 -0.00146021 -0.00194381 -0.00429502 0.0132996 0.0198308 0.000745866 -0.00135869 0.000353511 0.00831055 0.000208254 -0.0118925 0.000343357 0.0111673 0.0232511 0.00396534 -0.00436643 -0.0133349 0.0151432 -0.0140251 0.00707115 0.0134274 -0.0257546 -0.0170078 -0.0210261 -0.0219463 0.000956608 -0.0196671 0.00197241
internal_weight=0 37198.2 37159.1 6815.86 176.555 6639.3 6313.43 3457.37 2856.06 137.945 30343.3 9956.64 9686.62 5211.43 270.017 193.624 4475.19 76.3926 20386.6 298.665 20088 168.46 19919.5 325.872 72.8504 253.022 98.5369 63.1231 200.128 39.0888 38.6102 26.4724 111.001 56.1044 28.2442 27.6503 26.9437 55.6016 7.01871
internal_count=2864198 2859178 2756064 354267 10001 344266 312519 186220 126299 6872 2401797 1227738 1213274 809477 14464 9993 403797 4471 1174059 20050 1154009 9257 1144752 31747 7226 24521 6204 5020 13846 103114 3129 2114 4933 4160 76405 75987 1939 4109 860
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=16384 8388819 19935364 4980785 2 12681259 2 768 1 848 294 2 10 2131152 3 2 1 1 1 2 184
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=40
num_cat=26
split_feature=1 6 2 13 2 7 1 3 0 2 7 3 0 0 3 0 7 2 1 2 2 2 0 13 1 2 2 7 0 0 1 3 2 0 13 1 4 3 1
split_gain=1.7195 1.6939 3.95414 3.90095 3.20888 2.95971 2.85154 2.74525 2.70193 4.32231 2.83934 2.58947 2.20797 2.09313 2.04057 1.82248 6.98255 5.04513 3.51559 10.4188 2.93294 1.92913 1.81044 5.13968 3.3293 2.95502 1.99675 1.96021 1.89419 1.77396 1.60678 2.25994 1.35951 1.33091 1.24502 1.05237 1.30981 1.04509 0.979868
threshold=0 1 2 3 4 5 6 3.5000000000000004 23.500000000000004 7 8 4.5000000000000009 4.5000000000000009 68.500000000000014 2.5000000000000004 2.5000000000000004 9 10 11 12 13 14 11.500000000000002 15 16 17 18 19 16.500000000000004 73.500000000000014 20 1.0000000180025095e-35 21 4.5000000000000009 22 23 24 1.5000000000000002 25
decision_type=1 1 9 1 9 1 1 2 2 9 1 2 2 2 2 2 1 9 1 9 9 9 2 1 1 9 9 1 2 2 1 2 9 2 1 1 1 2 1
left_child=32 4 22 5 12 38 37 29 15 10 11 -10 35 -12 -11 18 21 -18 19 -6 -20 -17 26 24 -24 28 30 -26 -25 -8 31 -3 -1 -28 -32 -2 -37 -5 -4
right_child=1 2 3 6 8 -7 7 -9 9 14 13 -13 -14 -15 -16 16 17 -19 20 -21 -22 -23 23 25 27 -27 33 -29 -30 -31 34 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=-0.023210406383207868 0 -0.00091500892850402316 0 -0.024790653216830959 -0.03678917826793273 0.0027460555716353127 0.016743494419808155 -0.01069719777091846 0.014107335494394434 -0.027387608070473385 -0.025198723787697764 -0.011545904220547106 0 0.0017145071917830938 0 0.0027781216098107897 0.0081816010498221136 0.00071095949462762764 -0.002506233192782998 -0.00044838777451569069 0.00029202223854211327 -0.022601961674537686 -0.0020318570013395467 0 -0.00021050742460509953 0.0082218123536797229 -0.019715172652026616 0.029881711002074703 -0.0245389352541933 -0.0053087098066668505 -0.0036548887488308795 0.014034184185687366 0 0 0.0032971707418163274 -0.034503645446267203 0 0 0.029769504129175013
leaf_weight=19.899655881199578 7.6457933936035261 145.70297207855037 25.244770632129075 23.80590316420421 65.933328667379101 154.31475433913874 134.91670391592197 28.639665140770376 132.15195550740464 97.404586914402898 32.59500717651099 14.465472762472926 27.343310449286946 13.719190287869422 16.823747605405515 10.481333622243254 974.96038516706903 9912.9524856090939 4634.5644084377745 395.30699980581267 18308.356297045411 122.99604932108195 36.535982970613986 25.102143386844546 12.283392712939531 45.300814511021599 63.9894381127815 97.902893172460608 52.592415065038949 7.8854712474858379 876.19818398309872 151.64825053786626 57.927937767432013 29.920454170322046 292.78919391613454 44.711095401176863 9.4925740933140315 26.528546834830195 119.25223099490177
leaf_count=47247 1188 7790 3760 1693 82329 26700 8832 2247 6190 11379 1805 735 6603 764 1749 1150 87553 495817 503264 83537 1258160 5994 1302 406 346 2495 12463 2167 1440 640 42771 6643 21984 2658 8536 70340 23910 1948 17702
internal_value=0 5.38156e-05 0.00264003 0.00999979 -0.000114258 0.0170943 0 0.00630376 -4.69929e-05 -0.00895902 0 0.00789925 -0.0158526 -0.01393 -0.0213476 3.15349e-05 0.00109817 0.00143487 -0.000458724 -0.00876303 -0.000263562 -0.0186986 0.000202658 0.00745557 0.0189804 -0.00535764 -0.000978213 0.025367 -0.0154724 0.0130795 0 0.00619092 -0.0120431 -0.0126679 -0.00161107 -0.0249705 -0.0268264 -0.0149216 0.0259474
internal_weight=0 37172.5 2350.55 520.588 34821.9 298.812 221.776 171.442 34732.7 307.16 192.932 146.617 89.1928 46.3142 114.228 34425.6 11021.4 10887.9 23404.2 461.24 22942.9 133.477 1829.97 269.718 146.722 122.995 1560.25 110.186 77.6946 142.802 1466.34 297.351 77.8276 93.9099 1168.99 61.8495 54.2037 50.3344 144.497
internal_count=2864237 2795006 152539 63522 2642467 48162 15360 11719 2540426 22622 9494 6925 102041 2569 13128 2517804 590514 583370 1927290 165866 1761424 7144 89017 8156 3815 4341 80861 2513 1846 9472 65740 14433 69231 15121 51307 95438 94250 3641 21462
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 1 23438392 1 1064960 12 576 8624 9 8 23672329 12 801600 6559261 524356 1 24 262184 4522032 2 20 32586 1 32 2 385
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=40
num_cat=25
split_feature=3 2 1 2 6 2 3 2 0 2 1 1 1 3 3 1 10 0 7 2 2 2 4 0 13 1 3 7 1 0 1 3 3 3 4 0 7 0 2
split_gain=1.5454 1.43543 1.41343 1.33594 1.28804 3.22397 2.58774 2.43513 2.42733 3.88609 2.52601 2.23664 2.18436 1.68713 1.6354 1.50892 4.32661 1.71485 1.39046 1.49181 1.29582 1.22195 1.22023 1.22637 0.99521 1.39146 0.791101 0.561196 2.5786 0.488972 0.391153 0.319536 0.276971 0.200369 0.133345 0.101716 0.0754463 0.055125 0.0534971
threshold=14.500000000000002 0 1 2 3 4 4.5000000000000009 5 23.500000000000004 6 7 8 9 1.5000000000000002 1.0000000180025095e-35 10 11 1.0000000180025095e-35 12 13 14 15 16 14.500000000000002 17 18 3.5000000000000004 19 20 4.5000000000000009 21 1.0000000180025095e-35 4.5000000000000009 36.000000000000007 22 13.500000000000002 23 10.500000000000002 24
decision_type=2 9 1 9 1 9 2 9 2 9 1 1 1 2 2 1 1 2 1 9 9 9 1 2 1 1 2 1 1 2 1 2 2 2 1 2 1 2 9
left_child=2 36 3 -1 7 24 11 12 15 10 -10 14 31 -11 -7 16 -9 -17 19 -8 -20 -13 23 -14 27 29 -27 30 -29 -26 -6 35 -33 34 -3 -4 -2 38 -5
right_child=1 33 4 37 5 6 18 8 9 13 -12 21 22 -15 -16 17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.022037607999220749 0 0 -0.0050442726603927568 0 0.0065946158995685601 0 0.0057447456977467734 0.0055117274767308086 0.0085659014165841204 -0.028976895128901919 -0.010434291219867126 -0.013168911395066239 -0.031740539692574156 0 0.015471067865320945 -0.0012604302666031743 -0.0011104442868536603 0.00033627720766086762 0.0012847246865586236 -0.013330263059096167 -0.022087091086386301 0.00099243372864829451 0 0 0 0.016729851821043543 0 0.026727177293574125 0 -0.015824479979653538 -0.0053848815663636541 0.012121175512688862 0 0 -0.020160410471696422 0 0.0065585345861673642 0.0036767079475764439 -0.0026724768433529166
leaf_weight=18.998845177848125 0.88833506978699006 0.73235198346083052 9.9754087292240019 4.5496676547845709 10.569173386342298 128.19813033359242 85.091695089799032 1784.2164945775221 123.20810409128899 70.928095072449651 82.018806937790941 21.983301860731444 47.484073888816056 29.182410076464294 169.53981090155139 9830.5765827270152 2019.4587317877449 20736.740595053241 5.3582223715202417 20.720430984481936 61.026550730661256 1629.1466773964166 10.026555711952822 2.3046851147082625 10.702991666737946 30.998532662168145 9.9551508175209147 86.443371760949958 48.620767950022127 17.092096588807181 19.051880293642174 12.740262891340533 1.2401526374742378 0.52662147485534561 57.411576369398972 2.5558808275964102 3.1494436231150758 2.7509685225377316 50.097389603848569
leaf_count=46517 135 110 1130 6391 1549 13503 4283 236120 5976 8576 4720 3123 73734 3198 14556 917857 53341 1306520 682 2107 3893 81991 24796 445 995 2080 845 10707 8256 1240 2770 1384 123 54 4302 205 441 701 14891
internal_value=0 -0.012899 2.77757e-05 -0.0109592 7.02296e-05 0.00232278 0.000825819 -7.55656e-05 -1.63729e-05 -0.00848959 0 0.0020459 -0.0139378 -0.0212098 0.00949936 5.7512e-05 0.0019314 -0.000168103 -0.00971285 0 -0.0176069 0.00031947 -0.0219809 -0.0287169 0.012632 0 0.00995956 0.0168445 0.0186439 -0.00931666 0 0.00200424 0.00893331 -0.0171225 -0.0196961 0 0.00439707 0 -0.00113225
internal_weight=0 62.7083 37193.6 76.3969 37117.2 2354.5 2121.06 34762.7 34676.3 305.337 205.227 1948.87 86.327 100.111 297.738 34371 3803.68 30567.3 172.197 105.812 66.3848 1651.13 59.8153 49.7888 233.434 68.7488 40.9537 164.685 135.064 27.7951 29.6211 26.5117 13.9804 58.6705 58.1439 12.5313 4.03778 57.398 54.6471
internal_count=2864247 5042 2859205 68500 2790705 152580 124138 2638125 2536308 22470 10696 113173 101817 11774 28059 2513838 289461 2224377 10965 6390 4575 85114 98975 74179 28442 5160 2925 23282 18963 2235 4319 2842 1507 4466 4412 1335 576 21983 21282
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2130116 2 32586 1 9966468 1064960 8397232 116 268 96 513 1 5 281696 2367553 2138112 2 1 80 2 728 804 2 2 786448
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=17
split_feature=1 3 2 0 1 2 2 13 0 2 7 3 2 7 3 0 1 0 0 0 8 0 0 3 3 3 3 7 0 2 0 0 1 7 1
split_gain=1.45139 1.28639 1.19385 1.07311 3.85786 3.43024 3.20929 2.45093 2.28788 3.37905 1.70067 1.2515 1.23318 2.89174 1.59308 1.25412 1.01642 6.73581 1.2603 0.929935 0.84895 0.622891 0.604799 0.536721 0.553587 0.179867 0.156038 0.124053 0.0614497 0.0618189 0.0607659 0.0499655 0.0359536 0.00901115 0.00267241
threshold=0 18.500000000000004 1 30.500000000000004 2 3 4 5 26.500000000000004 6 7 4.5000000000000009 8 9 1.5000000000000002 9.5000000000000018 10 9.5000000000000018 24.500000000000004 136.50000000000003 11 59.500000000000007 72.500000000000014 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 36.000000000000007 12 10.500000000000002 13 32.500000000000007 1.0000000180025095e-35 14 15 16
decision_type=1 2 9 2 1 9 9 1 2 9 1 2 9 1 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 9 2 2 1 1 1
left_child=2 3 -1 8 5 7 20 22 12 23 34 -12 13 14 -2 -15 17 -14 -18 25 30 -7 -5 32 -25 -8 -3 -9 29 -4 -6 -31 -10 -23 -11
right_child=1 26 28 4 6 21 19 27 9 10 11 -13 16 15 -16 -17 18 -19 -20 -21 -22 33 -24 24 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36
leaf_value=-0.021741077905856665 0.020838804487763915 -0.017480218525742549 0 0.0024781879297907992 0 -0.019513940821138831 0.011537075000476262 -0.0044315987517297897 0.0029032084290691335 0 0.039629756340143867 0 0.00073764981833595146 -0.02283342964795233 -0.0040546993769701584 0 -3.1943105856631101e-05 0.022665045422761869 -0.012601753020601897 -0.0079815837618354511 0 0.0010670565510850474 0.035014314878624699 -0.01753657918029396 0 0 0 0.0014665793536204326 0.0034775836755902008 0 -0.030111804356267174 -0.0050889813394254793 0 -0.00079803702111707708 -0.0012162837981646391
leaf_weight=18.775671653151221 17.060837355496918 16.906591139500964 4.6102441600742168 39.24099509883672 7.7235793975414699 20.701055360608734 36.788240650086664 13.62036111112684 2.6566050520632416 1.7675378196872771 35.709556750953197 2.1175770757254204 4236.4655384941834 72.111284002046887 7.4993855603170223 14.291752046410691 32287.667205282178 117.01231239970366 50.222568162513198 6.8613609126768997 6.9841456380672744 9.3317669989773986 16.824037007754669 14.557678929995742 0.22980261361226517 1.7100449487916183 0.58107674194616166 47.165758131421171 2.8135677405953166 24.855288794522494 76.812673277687281 25.581017570020776 1.8477547951042677 13.295479669468479 4.3811219980125315
leaf_count=47041 9630 1474 6448 2010 445 2235 3646 466 148 102 1900 101 323733 87663 12312 2030 2322590 7944 3671 474 165 793 598 1207 19 170 59 1948 739 8749 5608 6222 112 1390 328
internal_value=0 2.79308e-05 -0.011144 5.69571e-05 -0.00562818 0.00360699 -0.016185 0.0127593 0.000115438 0.0157725 0.025514 0.0318664 6.75513e-05 -0.00892837 0.00818837 -0.0172187 0.000112599 0.00154301 -7.23726e-05 0.00120351 -0.0248291 -0.0117519 0.0245292 -0.00626552 -0.0135037 0.0101746 -0.0164 0 0 -0.00159979 -0.0289874 -0.00304014 0 0 -0.000812895
internal_weight=0 37180.1 76.6358 37162.7 297.059 160.179 136.88 116.851 36865.6 63.2676 43.9758 37.8271 36802.3 110.963 24.5602 86.403 36691.4 4353.48 32337.9 45.3596 91.5204 43.3283 56.065 19.2918 14.7875 38.4983 17.4877 60.7861 57.8601 55.0466 84.5363 50.4363 4.50436 22.6272 6.14866
internal_count=2864170 2794971 69199 2793438 19948 9440 10508 5022 2773490 3917 2431 2001 2769573 111635 21942 89693 2657938 331677 2326261 4290 6218 4418 2608 1486 1226 3816 1533 2414 22158 21419 6053 14971 260 2183 430
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=2 32586 100 9437234 11012778 1 9964564 2 1064960 10 520 1 8 786448 48 12 128
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=18
split_feature=1 3 12 10 2 3 7 0 2 3 6 3 2 8 2 1 3 1 10 3 3 0 0 10 0 3 1 7 2 3 3 0 3 0 2
split_gain=1.57982 1.19551 1.05829 4.16956 6.26954 5.94032 5.45738 6.10961 5.91897 3.72307 4.19442 2.45558 2.90431 1.88861 6.75922 4.17854 6.63278 4.16105 9.23425 13.4754 7.35275 4.32839 3.2305 2.23888 1.62967 1.41906 1.23967 1.23581 0.950103 0.743352 0.488083 0.233856 0.141722 0.0450048 0.0406859
threshold=0 18.500000000000004 1 2 3 8.5000000000000018 4 8.5000000000000018 5 4.5000000000000009 6 7.5000000000000009 7 8 9 10 1.0000000180025095e-35 11 12 1.5000000000000002 1.5000000000000002 17.500000000000004 9.5000000000000018 13 5.5000000000000009 14.500000000000002 14 15 16 9.5000000000000018 5.5000000000000009 15.500000000000002 36.000000000000007 1.0000000180025095e-35 17
decision_type=1 2 1 1 9 2 1 2 9 2 1 2 9 1 9 1 2 1 1 2 2 2 2 1 2 2 1 1 9 2 2 2 2 2 9
left_child=28 2 13 4 11 6 7 -5 -8 10 -6 12 -4 17 29 27 -17 21 19 -19 -20 22 -2 -23 25 -7 -13 -16 33 -15 -11 -30 34 -1 -3
right_child=1 32 3 5 9 24 8 -9 -10 30 -12 26 -14 14 15 16 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=0 0.00036003031183490068 0 -0.0090277672113001743 -0.0010703023122988426 0.0091023696876807499 0.027109261551108939 0.0061071809593039629 0.014646442102777525 -0.010692846070791767 -0.0093198300190533313 0.033418517440143888 0.0002004060431520622 0.0023931591288943645 0.036971801962461345 0.0004306438337551839 0.013016084455925475 -0.0021400632226855078 -0.0071625160014815725 0.010044815730885812 0.0020590694263500709 -0.0017383175121412171 -0.020612342970211847 0.0090008051283443826 0.0005448366767533859 -0.0005560697636051449 0 -0.011954383918734761 -0.0048996767764874893 -0.018054528925835738 0 0 0 0 0.0039349953526123787 -0.01571214841538272
leaf_weight=3.8075732968536613 14771.120949642074 1.1448806414264252 186.06103201408405 2857.2982164300047 647.72618024365511 79.295174743048847 211.67242992576212 239.85856066085398 1029.9287870381959 51.115350576001219 76.952060484793037 73.357428243849427 4572.6328958616359 39.891323714517057 786.67577146505937 582.41596092807595 478.03761055495124 4591.2354049974747 923.30821301881224 2329.3688884005787 1098.6079493106809 116.87614610476885 421.21541459456785 34.20897189155221 5.0440167575143269 10.143344711512325 163.12859672098421 730.01888401480392 67.223845372998767 0.86123877018690009 53.399040331598371 2.5269197335001072 0.60949599643936281 3.6736806887201965 15.437198790750704
leaf_count=8388 1073654 143 22020 69524 72356 2974 7588 3147 22485 5762 5964 4980 294901 2117 18346 8046 12614 609525 21888 438539 31046 10771 24284 720 221 369 10801 12590 55095 71 6138 997 71 4728 1319
internal_value=0 3.0392e-05 5.85977e-05 0.000927857 0.00269813 -0.00133321 -0.00200089 0.000179202 -0.00749342 0.0105885 0.0133078 0.00124968 0.00181635 -0.00026235 0.0022523 0.00121017 0.00598301 -0.000548199 -0.00226302 -0.00402002 0.00356444 0.000435383 0.000636575 -0.0148686 0.0200106 0.0235306 -0.0079012 -0.00200222 -0.011596 0.0309177 -0.00401165 -0.0155911 -0.0158541 0.00108923 -0.0168839
internal_weight=0 37178.6 37161.5 10257.6 5824.37 4433.24 4338.76 3097.16 1241.6 829.193 724.678 4995.18 4758.69 26903.8 2617.9 2577.15 1060.45 24285.9 8942.52 6920.6 2021.92 15343.4 15192.3 151.085 94.4825 89.4385 236.486 1516.69 77.232 40.7526 104.514 69.7508 17.1916 7.48125 16.5821
internal_count=2864182 2794974 2793441 529230 422922 106308 102744 72671 30073 90220 78320 332702 316921 2264211 53784 51596 20660 2210427 1100998 1048064 52934 1109429 1097938 11491 3564 3343 15781 30936 69208 2188 11900 56092 1533 13116 1462
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=2 1 1 2367992 9 10813468 1 2359424 1 8390208 896 897 1 1 640 9 2883600 525378
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=39
num_cat=24
split_feature=1 2 3 12 10 2 3 1 13 2 3 3 2 8 7 2 10 2 8 10 0 2 3 1 1 3 1 0 1 3 1 3 3 3 0 2 2 0
split_gain=1.18982 1.51845 1.081 0.993596 3.48958 5.24178 4.84809 5.27536 5.30586 3.7395 3.63823 4.86279 2.04016 2.31102 1.75661 8.54477 8.09783 9.64823 11.2132 7.34152 8.28543 7.13735 6.52285 5.60672 3.84257 3.26829 3.25315 1.44482 1.27569 1.23062 0.716416 0.575359 0.574376 0.132731 0.0532371 0.0250019 0.024384 0.0333097
threshold=0 1 18.500000000000004 2 3 4 8.5000000000000018 5 6 7 4.5000000000000009 1.0000000180025095e-35 8 9 10 11 12 13 14 15 1.5000000000000002 16 1.0000000180025095e-35 17 18 1.0000000180025095e-35 19 5.5000000000000009 20 14.500000000000002 21 5.5000000000000009 2.5000000000000004 36.000000000000007 10.500000000000002 22 23 1.0000000180025095e-35
decision_type=1 9 2 1 1 9 2 1 1 9 2 2 9 1 1 9 1 9 1 1 2 9 2 1 1 2 1 2 1 2 1 2 2 2 2 9 9 2
left_child=1 34 3 14 5 12 7 8 -6 -9 11 -7 28 -14 15 24 17 18 -16 26 -21 30 -19 -23 32 -26 -17 29 -5 -8 -18 -12 -2 35 36 -4 -1 -38
right_child=2 -3 33 4 6 10 27 9 -10 -11 31 -13 13 -15 16 19 21 22 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39
leaf_value=0 0.0060911802460244672 -0.02168003612960976 0 0 -0.0022139064562146137 -8.3110546185486645e-05 0.024595812457831181 -0.0029306701559740872 0.0081707062959533935 -0.014058321644789505 -0.010564744655079183 0.017790327480741275 0.0031823684181715595 -0.0013141237052100893 -0.0075399518422440172 0.0065961916727302746 0 -0.0037583256868562263 0.027259281706400913 0.0032443740091034168 -0.0072895902574099079 0.013215809484190639 0.0021131203399902712 0.00051959768631858227 0 -0.022589491734260881 0.0016639255620782155 -0.00054810935721653388 -0.015174924509845956 0 0.025699343804821136 0 -0.0041916248039533316 0 0.0040385991437021504 -0.014976147159636612 0 -0.0033694137916837246
leaf_weight=4.5539091366299544 85.373645628220402 20.006508678336104 1.2280242720153181 63.389820527052507 1124.9602196295746 168.45163719053016 81.368782483972609 2050.6602323204279 796.47078259009868 358.56822433555499 46.7113812827738 489.87876701378264 3338.1333277261583 1596.9605955579318 3621.9602016444478 2153.9791357325958 32.948852234054357 3278.4830329495308 62.688317051215563 1282.0764402388595 1637.9727776495274 338.15153479482979 4353.3030908841502 5392.4951675448101 57.244620191253489 257.10708635047195 4186.9489796476591 5.0413744435645631 81.909866879112087 10.143344711512325 108.43168176221297 49.452352261636406 54.119535682591959 0.61691724651609448 2.6368402829830293 14.967594178946461 24.596163442238321 23.571391182209481
leaf_count=6404 11264 50833 135 7556 28839 18661 2976 42420 15567 15920 5290 52499 263102 60839 599583 205853 2057 316253 4816 40494 32024 7625 448915 141221 6731 29272 401961 221 9821 369 7265 5646 8073 68 592 1320 6819 4849
internal_value=0 -0.0101526 1.5618e-05 4.27678e-05 0.000885367 0.00250288 -0.00118164 -0.0017966 0.00198624 -0.00491185 0.010116 0.0129768 0.00123858 0.00166441 -0.000268126 0.000788616 -0.000883093 -0.00245724 -0.00663391 0.00149482 -0.0025769 0.00209531 -0.000374347 0.00140717 -0.0119682 -0.0176678 0.00342262 0.0179177 -0.00884288 0.021288 0.0217569 -0.00471809 0.000279477 -0.0151546 0 -0.0161698 -2.56491e-05 -0.00166321
internal_weight=0 75.3648 37182.2 37165.4 10262.1 5834.89 4427.21 4330.66 1921.43 2409.23 754.494 658.33 5080.39 4935.09 26903.3 9714.82 17188.5 11316.4 3684.65 9260.98 2920.05 5872.03 7631.79 5730.65 453.845 314.352 6340.93 96.5535 145.3 91.5121 141.381 96.1637 139.493 16.8125 55.3583 16.1956 52.7215 48.1676
internal_count=2864153 69497 2794656 2793133 529726 423414 106312 102746 44406 58340 82096 71160 341318 323941 2263407 735672 1527735 1369567 604399 680332 72518 158168 765168 148846 55340 36003 607814 3566 17377 3345 9322 10936 19337 1523 18664 1455 18072 11668
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=2 24969393 1 1 10748408 296 1 9249012 2359296 1 6 21075077 1 5589587 1 1 6361221 29 600 145 300 516 525376 786448
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=40
num_cat=24
split_feature=4 3 2 2 3 2 0 0 3 8 2 1 11 2 0 2 0 7 3 2 7 5 0 2 7 1 1 1 7 0 13 6 1 0 0 0 7 3 0
split_gain=1.3087 5.92701 10.2146 6.70959 4.08392 13.8547 5.46208 5.00433 3.83832 5.33881 5.56707 3.48362 3.38854 3.29579 3.16733 2.4954 2.45916 2.41373 2.34054 6.58155 5.68288 9.19597 5.58252 5.53074 5.75359 4.29154 2.94985 2.8282 2.21527 3.52476 4.07027 2.37628 3.00184 2.12315 2.4511 2.11528 2.0129 2.01264 1.81501
threshold=0 1.5000000000000002 1 2 4.5000000000000009 3 1.5000000000000002 6.5000000000000009 2.5000000000000004 4 5 6 7 8 4.5000000000000009 9 7.5000000000000009 10 1.5000000000000002 11 12 13 1.0000000180025095e-35 14 15 16 17 18 19 4.5000000000000009 20 21 22 1.5000000000000002 11.500000000000002 6.5000000000000009 23 5.5000000000000009 6.5000000000000009
decision_type=1 2 9 9 2 9 2 2 2 1 9 1 1 9 2 9 2 1 2 9 1 1 2 9 1 1 1 1 1 2 1 1 1 2 2 2 1 2 2
left_child=4 2 -2 12 15 6 -6 -7 9 10 -5 -12 14 -9 37 38 -14 -11 19 33 22 -22 -21 26 25 -25 -20 -26 31 30 -30 32 -10 36 -35 -33 -17 -3 -1
right_child=1 3 -4 8 5 7 -8 13 28 17 11 -13 16 -15 -16 18 -18 -19 23 20 21 -23 -24 24 27 -27 -28 -29 29 -31 -32 35 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.0070843109897891238 0.032001604215027249 -0.021868211271589257 0 0.011797184837905206 0.032668822402740882 -0.0095141702689964663 6.5863843561671554e-05 0.020080348551737771 0.0031776917850588494 0.019894302134468522 0 -0.01553726773195914 0.0033511224404652847 -0.0025125492552671635 0.0016808473274655526 0.0011521352758795162 -0.017756259746058264 0 0.012661184600042577 -0.0045816989916786311 0.0034022457602044562 -0.012753344913687795 0.00047798552299412994 0.0091596557392470343 -0.006282125137976379 0.0015095608692681326 0 0.00077311224742578739 -0.0037204736105938573 -0.018036497474707227 0.013747341884045597 0.019070833777173141 -0.0033791961517547829 0 -0.017440565227096087 -0.0033032468816424489 -0.017370915440941083 -0.0033649076121458048 0.0069073062602695431
leaf_weight=642.33203756180956 100.51889399219726 341.27622765962224 324.47880684919801 67.150366079651576 95.822972030873643 1493.0637497449316 119.44677456576028 61.93205472669797 2188.7804836379073 52.825635796412826 168.99036758501461 617.75792692368486 230.20233243632538 112.38703491681372 61.958994827844435 38.718244979914743 38.75518742040731 123.4268835617695 652.88662998244763 3147.375224555657 6886.4679511893628 335.51995155735131 6672.526117737787 828.03571026558348 1284.4340755457742 6311.5146043699388 278.93357071795617 868.61561555129447 837.30197476533795 114.3550901755807 125.20146739925258 111.4984651664563 946.78365978923102 417.23449259449262 69.035073720500804 20.098881354846526 288.59989854699961 133.97537039991585 61.783585366771149
leaf_count=141979 13414 92488 33388 20272 8944 96834 9405 4359 147265 2138 20517 96984 23758 2766 7118 4267 3807 5509 55760 351141 393145 38215 446474 61607 66595 318806 26576 47946 79282 6226 6551 8657 113390 38682 5731 780 34400 21404 7606
internal_value=0 -0.00132738 0.00958022 -0.00216841 0.000219557 -0.00423831 0.0173163 -0.00751251 -0.000794468 -0.00621176 -0.00961374 -0.0121701 -0.0104769 0.00667559 -0.0150144 0.000525649 -0.000163452 0.00781649 0.000685461 0 0.000422427 0.00255714 -0.00112111 0.00188981 0.0010952 0.00248468 0.00911464 -0.00333681 0.000453592 -0.00331002 -0.000799157 0.00180845 0.00108917 -0.00857517 -0.00329725 0.0138183 -0.0148814 -0.0177553 -0.00514575
internal_weight=0 6605.34 424.998 6180.34 30666.7 1882.65 215.27 1667.38 5374.17 1030.15 853.899 786.748 806.168 174.319 537.211 28784 268.958 176.253 28079.9 17855.5 17041.9 7221.99 9819.9 10224.4 9292.6 7139.55 931.82 2153.05 4344.02 1076.86 962.503 3267.16 3135.56 813.588 486.27 131.597 327.318 475.252 704.116
internal_count=2864186 702948 46802 656146 2161238 122308 18349 103959 507571 145420 137773 117501 148575 7125 121010 2038930 27565 7647 1889345 1312055 1228975 431360 797615 577290 494954 380413 82336 114541 362151 92059 85833 270092 260655 83080 44413 9437 38667 113892 149585
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=2 2104024 794376 307908 1 6307846 772 1 8914194 4509824 10 2048 1 2 2099212 5 60 425 390 5 1 1 928 12
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=40
num_cat=24
split_feature=1 4 3 2 2 1 3 2 3 8 10 3 13 1 2 1 1 5 3 7 1 0 5 1 3 2 2 2 0 3 0 0 2 0 1 7 3 0 0
split_gain=1.275 1.08889 5.19083 8.54362 6.45 3.6513 3.52567 4.06224 3.48443 3.25965 5.47911 4.31985 2.28092 1.7772 1.53607 3.46979 1.46378 1.92155 1.43426 1.42947 1.95242 1.42306 1.42088 1.25311 3.22962 13.5421 2.61291 2.40862 2.73444 2.34815 0.992887 0.952958 0.866806 0.860857 0.509174 0.499882 0.41336 0.369896 0.350459
threshold=0 1 1.5000000000000002 2 3 4 6.5000000000000009 5 7.5000000000000009 6 7 3.5000000000000004 8 9 10 11 12 13 2.5000000000000004 14 15 1.0000000180025095e-35 16 17 2.5000000000000004 18 19 20 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 21 4.5000000000000009 22 23 10.500000000000002 1.5000000000000002 26.500000000000004
decision_type=1 1 2 9 9 1 2 9 2 1 1 2 1 1 9 1 1 1 2 1 1 2 1 1 2 9 9 9 2 2 2 2 9 2 1 1 2 2 2
left_child=32 6 3 34 12 8 14 -8 21 11 -11 -7 13 33 15 18 31 -18 35 -5 30 -6 -10 27 26 -26 -25 28 -16 -29 -21 -14 -1 -4 -3 -2 -15 -22 -9
right_child=1 2 4 19 5 9 7 38 22 10 -12 -13 16 36 23 -17 17 -19 -20 20 37 -23 -24 24 25 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0010276068935669105 0 0 -0.006536400339939197 -0.01240151298891704 -0.019147433403876306 -0.005555852999887808 0.012825532398391196 -0.015782374729301031 0 0.0073586729689989611 -0.0056253837283405713 0.0011721807910684062 0.021138210739210656 -0.022602522124423537 -0.014829148276649494 -0.0020344224437332655 -0.01818396586033141 0.0010470069565062833 0 0 0 -0.0042751403090168652 0.021204145919514139 0.001517501322551666 -0.00064293751247282026 0.017803143333437528 -0.0035158256858733926 0.00033906131167492728 0.00692037732832574 -0.0041722871139967029 0.016745275143207599 0 -0.014422031398950215 0.011041012377057659 0.031443653040674077 0.025876708949220492 0 -0.0060679430771520305 0
leaf_weight=7.5101671610900667 7.2762145288288593 4.6158478283323348 51.021159198484384 36.956245034234598 189.65275037522224 1637.2579336015951 23.486548455082811 245.9610382320825 38.490951457555639 1125.8908679173328 401.326331586577 2088.8630120375747 13.627541038003985 231.25987562316368 192.76370359147768 114.27525544563105 48.499967463780195 73.132567083928734 21.403739187458996 20.639511880173814 73.219818239358574 217.38385600151742 15.255745256246881 4122.502407808679 1190.5194259893033 536.95905518366271 1320.8165257494802 21517.801511803504 36.929296713155054 1186.028959707568 84.833320803532843 3.3424182306043795 68.266386272825912 12.22157534980215 98.839201846280048 72.272218298654479 6.7930663622973944 108.03625183159602 1.9667291924124572
leaf_count=13148 1336 413 4423 3496 65782 209119 2053 17506 3863 52490 8251 183931 1456 48747 57391 16726 4491 7490 2393 2301 9949 40474 2301 261255 55512 54351 233784 1324124 4661 68058 7983 336 56002 1534 13105 12840 1259 9703 147
internal_value=0 3.65559e-05 -0.00111798 0.00906062 -0.0019135 -0.000911742 0.000295596 -0.0104298 -0.00907852 -7.55483e-05 0.00371139 -0.00172501 -0.0131003 -0.0179642 0.000411707 0.00818953 -0.000209606 -0.00630727 0.0191842 0 0.00274341 -0.0127298 0.0085617 0.000335218 0.00148565 0.0052237 0.00022513 -1.33987e-05 -0.00941893 8.49639e-05 0.0119402 0.0120084 -0.0104736 0 0.0292774 0.0253105 -0.021176 -0.00244345 -0.0147882
internal_weight=0 37172.1 6581.16 427.14 6154.02 5714.12 30591 271.414 460.783 5253.34 1527.22 3726.12 439.898 301.296 30319.5 215.227 138.602 121.633 100.952 323.685 286.729 407.037 53.7467 30104.3 7170.8 1727.48 5443.32 22933.5 229.693 22703.8 105.473 16.97 75.7766 63.2427 103.455 79.5484 238.053 181.256 247.928
internal_count=2864184 2795034 682897 46950 635947 566211 2112137 19706 112420 453791 60741 393050 69736 55963 2092431 33295 13773 11981 16569 33432 29936 106256 6164 2059136 604902 109863 495039 1454234 62052 1392182 10284 1792 69150 5957 13518 14176 50006 19652 17653
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=2 2 2104024 790024 25 8421572 1 1 1 256 17375236 788 540 2 4 640 2 468 7360560 1052856 1065088 2883600 512 4
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=33
num_cat=17
split_feature=3 2 0 0 0 10 3 0 1 2 2 2 1 0 2 1 2 1 0 0 7 8 2 3 1 4 3 1 3 0 3 0
split_gain=1.16923 1.38344 0.869447 1.90186 4.04204 3.62319 1.72253 1.6186 3.05082 1.88953 1.4147 1.08312 0.983696 5.70495 1.26235 0.854397 0.544398 0.524627 0.50024 0.676443 0.448525 0.381186 0.309694 0.218884 0.153754 0.136226 0.0497727 0.0380353 0.0294044 0.0252276 0.0193672 0.0309953
threshold=14.500000000000002 0 141.50000000000003 62.500000000000007 30.500000000000004 1 5.5000000000000009 26.500000000000004 2 3 4 5 6 11.500000000000002 7 8 9 10 135.50000000000003 78.500000000000014 11 12 13 36.000000000000007 14 15 27.500000000000004 16 4.5000000000000009 84.500000000000014 10.500000000000002 131.50000000000003
decision_type=2 9 2 2 2 1 2 2 1 9 9 9 1 2 9 1 9 1 2 2 1 1 9 2 1 1 2 1 2 2 2 2
left_child=2 24 3 4 7 6 10 12 9 -9 15 27 13 -1 -14 -5 -10 -13 19 -7 -19 22 -4 25 -2 -3 -26 28 -6 -12 31 -8
right_child=1 23 21 5 11 18 30 8 16 -11 29 17 14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00077649224554882448 0 0 0 0 0.0046551329195232824 0 -0.0040101296519789997 -0.001299968782596427 0.00068273251454957007 0.0308882513495864 -0.0026506324558500374 0 -0.010240759066362367 0.023706882233831557 -0.00010521736031945272 0.03017415832382106 -0.011307772589030322 0 0 -0.018562205703811101 -0.021593041652381371 0 -0.016528574369723225 0 0.010673929060187876 -0.019391462089540967 0 0 0 0 0 0
leaf_weight=4408.9839553923848 3.3739417241886258 0.70595631079049781 3.4708112954394892 10.268605331890283 6.2606988810002804 5.9054858293384376 4.3082691929303101 7.4932990204542875 3.6619052311289124 33.392004896246362 5.9068282599328077 7.5479144539567642 84.2368619078552 82.992258054480772 32252.932320795433 67.45192452496849 20.745349197241016 23.296263716882095 1.7829419262707222 18.524487033486366 105.00321945559699 1.6880172463133956 16.873656188603494 0.44258009310578827 3.4078866496565756 52.977409580227686 0.22878415376180772 6.156030113925226 0.34225329884793598 10.074798524787182 0.48631182918325055 0.53432670049369324
leaf_count=472855 431 97 323 846 867 139 372 609 412 1772 679 449 60662 6643 2294542 4033 1298 1292 42 405 7625 45 992 49 414 4000 32 851 40 1208 40 52
internal_value=0 -0.0113189 2.08283e-05 4.69186e-05 0 0.0110921 0.0197597 7.32198e-05 0.0130978 0.0235545 0.0233693 -0.0150067 3.13484e-05 0.00141782 -0.000153505 0.0263448 -0.00554418 -0.0170383 -0.00938634 -0.0135239 -0.0187825 -0.0128776 -0.0157197 -0.0162035 0.00411838 -0.0188833 0.00764491 0.00030018 0.00287879 0 -0.00116673 -0.00263415
internal_weight=0 61.1366 37190.3 37168.3 37043 125.244 99.0311 36894.4 65.2926 40.8853 93.7022 148.606 36829.1 4491.98 32337.2 77.7205 24.4073 135.847 26.2129 24.43 128.299 22.0325 20.3445 54.1259 7.01061 53.6834 3.63667 12.759 6.60295 15.9816 5.32891 4.8426
internal_count=2864116 5023 2859093 2857733 2849917 7816 7230 2838793 4091 2381 6766 11124 2834702 479498 2355204 4879 1710 9366 586 544 8917 1360 1315 4146 877 4097 446 1758 907 1887 464 424
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=2131156 1 180 1838088 12060016 1057026 521 1064960 264 2361096 4 8 1 8391682 184 2 308
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=40
num_cat=29
split_feature=3 0 8 10 4 2 11 3 5 2 2 2 7 3 13 2 1 1 2 6 3 1 7 2 10 0 2 5 2 3 2 7 3 2 5 1 0 7 0
split_gain=1.00748 0.983536 3.28142 11.9942 5.04061 4.48716 6.82335 6.2792 7.3962 6.32164 5.02359 4.81365 4.63912 3.94777 3.14859 4.80192 8.01404 4.3876 4.33341 4.10221 3.28701 2.93104 2.85252 4.54549 3.90083 2.64117 2.57027 2.91509 2.55616 2.55121 2.46042 2.44272 3.42331 2.46345 3.70367 2.19164 2.07783 1.98414 1.71011
threshold=18.500000000000004 2.5000000000000004 0 1 2 3 4 1.0000000180025095e-35 5 6 7 8 9 1.0000000180025095e-35 10 11 12 13 14 15 1.5000000000000002 16 17 18 19 7.5000000000000009 20 21 22 8.5000000000000018 23 24 1.5000000000000002 25 26 27 1.5000000000000002 28 1.5000000000000002
decision_type=2 2 1 1 1 9 1 2 1 9 9 9 1 2 1 9 1 1 9 1 2 1 1 9 1 2 9 1 9 2 9 1 2 9 1 1 2 1 2
left_child=1 14 5 4 -4 6 -3 8 9 -7 -10 21 -13 37 15 31 19 38 -19 -17 28 -9 23 -18 -24 -15 -5 29 -20 -28 -22 32 -1 34 -33 -34 -35 -8 -16
right_child=-2 2 3 26 -6 7 13 11 10 -11 -12 12 -14 25 17 16 22 18 20 -21 30 -23 24 -25 -26 -27 27 -29 -30 -31 -32 33 35 36 -36 -37 -38 -39 -40
leaf_value=0.013459213825121842 -0.014696439728253789 0.012486751542358553 0.0080981392244150671 0.0089062222924368214 0.032593057001075162 0.011508017602518072 0.0016371812719771315 0.0038832373959200271 -0.0061743958290060297 0 0.032020369137509379 -0.01335385312204123 -0.00069391394606321572 0.0072197433067683675 0.033825959241698331 -0.025859613187925668 0.0094617772413875482 0.018417541894659585 -0.015272654323660796 0.0017712593364995908 -0.0043509931774529638 -0.016122930887433575 -0.0064208743696640581 -0.0023828061912169406 0.0013688973169334511 -0.0087599495421335806 -0.016614895418681393 0.012587897415422973 -0.0010996531976897954 0.011106882493749732 0.0044383288359272554 0.013462449743742331 0.0046431052815812312 8.6722389028719192e-05 -0.0032653594351854543 -0.014837146158982035 -0.0028486199074086245 -0.023604428048015894 0
leaf_weight=280.69063921635097 16.57871210432495 677.72015647050284 373.19144262373447 35.977163145318627 124.57441244088113 543.75423569662962 16.761150502774399 52.718662486906396 21.336983331246302 2583.7807652798801 99.554257782758214 267.82520020398078 6851.7354140772695 282.24641181097832 37.039776300487574 209.46750727958351 415.95847982516352 109.03388519241707 112.78387264901539 39.474809130755602 309.90104668494314 323.7084869039827 2220.4858858192783 1031.1554679686597 806.00582311954349 115.9772070532199 272.24733394663781 11.272278980817644 1298.1815154087963 3.2263835323974481 2082.9058709455421 286.77895913251996 79.078461347089615 12003.080614443217 170.20085218966778 57.513806444650982 2934.6941553560318 69.424591614428209 20.06346146366559
leaf_count=13251 1596 68588 6656 723 4470 42479 1512 6855 2022 116190 6994 12775 356454 24506 2570 181750 58491 10337 11192 19354 29273 28562 323201 113598 43834 11165 2959 288 60527 155 91078 39981 5874 953639 32763 4989 166504 5719 1298
internal_value=0 1.97171e-05 0.000739434 0.0067568 0.0163011 0.0002837 0.00609147 -0.000337185 0.00328224 0.00211264 0.0251165 -0.00195282 -0.00128401 -0.00236075 -0.000342306 -0.000851779 -0.00363531 0.0022046 0.00157853 -0.0199676 0.000831159 -0.0124968 -0.0024911 0.000982992 -0.00424122 0.00157765 -0.00724808 -0.0108134 -0.00284875 -0.0142492 0.00313675 0 0.00718968 -0.000226169 0.00666203 -0.00356519 -0.000474152 -0.0188489 0.0234653
internal_weight=0 37231.5 12727 820.489 497.766 11906.5 1162.13 10744.4 3248.43 3127.54 120.891 7495.99 7119.56 484.409 24504.5 20534.6 4722.55 3969.91 3912.81 248.942 3803.77 376.427 4473.61 1447.11 3026.49 398.224 322.723 286.746 1410.97 275.474 2392.81 15812 417.283 15394.8 456.98 136.592 14937.8 86.1857 57.1032
internal_count=2864172 2862576 699072 15251 11126 683821 111490 572331 167685 158669 9016 404646 369229 42902 2163504 1957229 740228 206275 202407 201104 192070 35417 539124 172089 367035 35671 4125 3402 71719 3114 120351 1217001 24114 1192887 72744 10863 1120143 7231 3868
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=1 1 2 24392717 1 2 8455056 590098 8978560 8 1 25788898 23 16 8333 1 540 6 5532160 1 8388880 2 8716352 12322048 8 8487040 2 624 2
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=32
num_cat=15
split_feature=3 0 0 0 10 3 2 2 0 2 7 1 1 0 2 1 1 1 0 0 8 2 3 0 3 0 1 2 3 0 0
split_gain=1.00358 0.792469 1.55319 3.50402 3.09847 1.60854 1.64553 1.33542 1.20242 2.54594 1.80716 1.13505 0.817189 6.23838 2.42738 0.769972 0.636204 0.482767 0.473735 0.648272 0.361908 0.324574 0.31985 0.236201 0.145216 0.14161 0.110448 0.0775021 0.0189915 0.0277251 0.0136781
threshold=18.500000000000004 141.50000000000003 62.500000000000007 31.500000000000004 0 5.5000000000000009 1 2 26.500000000000004 3 4 5 6 15.500000000000002 7 8 9 10 135.50000000000003 78.500000000000014 11 12 11.500000000000002 43.500000000000007 36.000000000000007 32.500000000000007 13 14 10.500000000000002 131.50000000000003 35.500000000000007
decision_type=2 2 2 2 1 2 9 9 2 9 1 1 1 2 9 1 1 1 2 2 1 9 2 2 2 2 1 9 2 2 2
left_child=1 2 3 8 5 6 11 17 12 15 -11 -4 13 -1 -14 -10 30 25 19 -6 21 -3 -18 -19 27 -5 -8 -2 29 -7 -9
right_child=24 20 4 7 18 28 26 16 9 10 -12 -13 14 -15 -16 -17 22 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00037581952108726242 0 0 0 0 0 -0.0039795675679786249 0 0 0.0018618654221422158 -0.0021674242036246439 0.025714279296123056 0.029462777405769431 -0.0043469345793070201 0.022371457624491775 -7.6486644731179441e-05 -0.013391325745925935 -0.022676845708604277 0.014634780360867109 0 -0.017935519309912187 0 -0.016145772987984374 0 0 0 -0.0070683510928973292 -0.0045950909129179535 -0.014938380107998063 0 0 0.0017965517440103548
leaf_weight=14773.851775027571 1.0521389495406763 3.4032769193872809 9.8691969078499806 0.69811106269480561 5.8953846534714165 4.2973222681321195 6.0855311861960217 2.5640107172657727 5.953930715797469 7.7494052839465439 46.634037092095241 67.183482657390414 1396.7714527329954 100.82828373636585 20606.247682357935 17.343876606726557 97.883425401174463 6.4852706770761888 1.7766775405034412 18.223499025218189 1.702176228165629 16.635990207083527 0.31428547587711264 4.5200199773535132 0.55879202965297636 9.6696630814112705 12.308390338439496 14.967343114229157 0.54631832940503944 0.5904422141611575 12.378478937724138
leaf_count=1064484 110 314 805 69 139 372 668 211 381 509 2419 3846 252027 5841 1515865 1448 7209 614 42 407 45 998 19 477 62 965 1434 1437 47 54 813
internal_value=0 8.55085e-07 2.60744e-05 -7.82417e-06 0.0099608 0.0179664 0.0215498 -0.0145763 4.88726e-05 0.0106043 0.019328 0.0252641 9.90802e-06 0.000589379 -0.000368584 -0.0060405 -0.0177595 0.000353537 -0.00876338 -0.0129172 -0.012356 -0.015172 -0.0204928 0.00927031 -0.014681 -0.00300067 0 -0.015802 -0.00146451 -0.0027608 0
internal_weight=0 37238.4 37216.7 37089.9 126.776 100.881 95.4466 134.513 36955.4 77.6812 54.3834 77.0527 36877.7 14874.7 22003 23.2978 113.14 21.3731 25.8956 24.1189 21.7414 20.0393 98.1977 11.0053 16.5783 10.3678 18.3939 16.0195 5.43408 4.88776 14.9425
internal_count=2864131 2862522 2861165 2853351 7814 7226 6753 10377 2842974 4757 2928 4651 2838217 1070325 1767892 1829 8252 2125 588 546 1357 1312 7228 1091 1609 1034 2102 1547 473 426 1024
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 12059764 1056786 9964564 2 264 777 8156288 16 260 456 1 3082 320 1088
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=40
num_cat=23
split_feature=4 2 1 7 2 8 3 3 0 2 1 3 0 3 2 7 2 2 3 0 13 0 3 13 3 3 2 1 0 13 1 11 1 0 2 0 3 2 2
split_gain=0.926889 3.9569 3.4071 4.4602 4.43747 4.75698 4.84778 3.51439 5.64049 4.60345 4.12402 3.88311 2.85583 2.70319 3.53523 2.34966 3.49743 2.93105 2.79829 3.6463 2.13517 2.94914 1.99031 1.81524 1.85502 1.78925 1.51719 2.64855 1.33333 1.87703 1.19833 1.33472 1.13191 2.86227 2.38331 3.07007 1.98688 11.0856 1.99127
threshold=0 1 2 3 4 5 3.5000000000000004 4.5000000000000009 1.5000000000000002 6 7 3.5000000000000004 7.5000000000000009 6.5000000000000009 8 9 10 11 6.5000000000000009 9.5000000000000018 12 1.0000000180025095e-35 11.500000000000002 13 1.5000000000000002 10.500000000000002 14 15 3.5000000000000004 16 17 18 19 12.500000000000002 20 6.5000000000000009 2.5000000000000004 21 22
decision_type=1 9 1 1 9 1 2 2 2 9 1 2 2 2 9 1 9 9 2 2 1 2 2 1 2 2 9 1 2 1 1 1 1 2 9 2 2 9 9
left_child=13 23 3 7 28 22 -7 8 10 25 -3 -10 -11 26 -15 16 30 20 19 -19 21 -17 -6 24 -2 -9 27 -1 29 -5 31 -4 33 36 35 -34 38 -38 -28
right_child=1 2 15 4 5 6 -8 9 11 12 -12 -13 -14 14 -16 17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 32 -29 -30 -31 -32 -33 34 -35 -36 -37 37 -39 -40
leaf_value=0.019131224964454598 5.9017287622322366e-06 0.004875695716122468 0.0047158893114378061 0.0029404322240090181 -0.010259032857602129 0.014715201293581573 -0.0050245229363161531 -0.011300833896167185 0.010480075079699017 0.010504230384736753 -0.0076712807867756446 -0.0038442622815186601 -0.008976101428768913 0.012082456296615411 -0.013448298024773573 -0.0077982576940422493 0.015724752363796998 -0.026303757732297824 0.0040409149252498841 0.0075466985573340627 -0.016610713324065021 0.0046718377258788404 0.0083165776698365477 0 -0.02481785795914053 0.010613083011957524 0.00078713950903461975 0 -0.0013225246296198418 0.026997559986166004 -0.010107234903109275 -0.0096630927477405239 -0.01512593305841436 0.0098303523558331274 2.397028575182527e-05 0.0081681357221052141 -0.001619368059670067 0.015160615377568579 -0.0041902209683089085
leaf_weight=79.405289056434412 8.9733018945553322 305.26952203933615 201.95657741100877 159.44789646906429 1013.3815619767556 170.4056372421328 275.08867951668799 154.4682073663862 608.68306500386097 1067.2148454071139 886.4087866119844 213.82107503717998 41.79904080752749 23.900208987266524 243.75665054228739 338.13408826764498 82.559006600884459 174.38639186687215 17.018762485400657 8.9840405653230828 87.051421840093099 340.87906556243615 21.437250493763713 23.078515754605178 106.57286636185017 7.8990426021045996 4188.6713876893009 138.06206139989081 55.219724444788881 35.639791867928579 124.97250783111667 57.694930441619363 193.57741303950752 354.13782565738074 22765.967328493178 36.160017961679841 1152.871372653899 535.41455859071721 947.76224008137069
leaf_count=14714 1823 23399 19028 18541 107296 6135 10149 15183 50567 64490 105719 13741 1897 2091 17798 39966 37019 79894 4664 1178 4964 31325 1929 2223 34240 888 290605 22546 4693 2912 14902 3361 61000 19727 1433681 4721 54185 53924 187060
internal_value=0 -0.00107399 -0.000613347 0.000571097 -0.00341335 -0.00563056 0.00234721 0.00277587 1.60561e-05 0.00683774 -0.00419367 0.00640013 0.0092087 0.0002308 -0.00921858 -0.00486421 0.0004067 -0.00762514 -0.0178541 -0.0224114 -0.00382404 -0.00118209 -0.00936902 -0.0158301 -0.021225 -0.00683124 0.000332889 0.00801713 0.0076349 0.0116807 -0.00334635 0 0.00025693 0.0013517 -7.35705e-05 -0.0094218 0.000828853 0.00377815 -9.87892e-05
internal_weight=0 6588.45 6449.82 5016.18 1730.62 1480.31 445.494 3285.56 2014.18 1271.38 1191.68 822.504 1109.01 30659.7 267.657 1433.64 467.183 966.454 200.389 183.37 766.065 679.013 1034.82 138.625 115.546 162.367 30392 217.467 250.307 195.088 384.624 259.652 30174.6 7178.86 22995.7 229.737 6824.72 1688.29 5136.43
internal_count=2864178 702126 663840 427539 151655 125509 16284 275884 193426 82458 129118 64308 66387 2162052 19889 236301 74310 161991 85736 81072 76255 71291 109225 38286 36063 16071 2142163 37260 26146 21453 37291 22389 2104903 605501 1499402 65721 585774 108109 477665
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=2 885256 964 9 12597266 1 14698514 256 8421572 6 5425 2114609 1 1 17375236 276 1 34 1 553 1065088 6311984 9443512
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=30
num_cat=15
split_feature=3 0 0 0 10 3 2 0 2 7 2 2 1 1 0 3 0 0 1 7 8 2 3 1 2 1 3 0 3
split_gain=0.937957 0.852069 1.30584 3.06016 2.7279 1.39875 1.18736 1.12311 2.71757 1.48749 0.912926 0.766731 3.01432 0.717229 0.641603 0.489329 0.451158 0.620753 0.442139 0.61322 0.374064 0.295681 0.102573 0.0685088 0.0614751 0.0344266 0.0163122 0.026886 0.0116772
threshold=18.500000000000004 141.50000000000003 62.500000000000007 30.500000000000004 0 5.5000000000000009 1 26.500000000000004 2 3 4 5 6 7 1.0000000180025095e-35 1.0000000180025095e-35 135.50000000000003 78.500000000000014 8 9 10 11 36.000000000000007 12 13 14 10.500000000000002 131.50000000000003 4.5000000000000009
decision_type=2 2 2 2 1 2 9 2 9 1 9 9 1 1 2 2 2 2 1 1 1 9 2 1 9 1 2 2 2
left_child=1 2 3 7 5 6 23 11 15 -10 25 12 -1 -8 -13 -9 17 -6 -12 -20 21 -3 24 -4 -2 -5 27 -7 -27
right_child=22 20 4 10 16 26 13 8 9 -11 18 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.0040158769361961291 0 0 0 0 0 -0.0036858573712618401 0 0 -0.0010554427111667828 0.026060167315865902 0 -0.00055034647473198599 -0.02068162220169855 0.026292812286569156 0.00034845974417242628 -0.013647202530235514 0 -0.017406993422316115 0 -0.020253674345376962 0 -0.016346772685417978 0 -0.0037876351000857103 -0.014215711574859664 0.0040873256595424963 0 0 0
leaf_weight=62.51772254163734 1.1314465093601027 3.5142721105366945 10.937735025654545 2.9669901104643941 5.900745968334383 4.1945432699867515 9.3436488966690359 4.8533513724105459 6.2588978923740797 41.085163344396278 17.202602913428564 11432.02529783389 45.544142179438495 68.972259318892611 25331.28722712829 14.866434294264762 1.7786861611530174 17.96434786496684 23.714926507789642 95.569714516692329 1.7009508451446915 16.782335622701797 0.69337144892779257 7.7540323529974584 14.511578887642825 5.5223911660141312 0.50500527163967479 0.55665967799723137 0.14698193490039546
leaf_count=58206 137 321 1172 298 139 373 779 287 446 2088 1169 1123183 56992 3810 1599774 1291 42 407 1329 7374 45 1005 76 976 1384 938 45 53 23
internal_value=0 1.03592e-05 3.62468e-05 0 0.00911076 0.0166285 0.0199456 6.0082e-05 0.0108107 0.0201991 -0.0131902 2.36254e-05 -0.00714224 0.0229653 6.05734e-05 -0.00694811 -0.00827935 -0.0124325 -0.0149746 -0.0170627 -0.0127673 -0.0155848 -0.0142245 0 -0.0150958 0.000676655 -0.000961145 -0.00237302 0.00285518
internal_weight=0 37233.5 37211.5 37083.6 127.908 102.264 97.0077 36938.4 67.0638 47.3441 145.124 36871.4 108.062 78.3159 36763.3 19.7198 25.6438 23.8651 136.487 119.285 21.9976 20.2966 16.3364 18.6918 15.643 8.63636 5.25621 4.7512 5.66937
internal_count=2864162 2862565 2861194 2853398 7796 7208 6737 2842267 4112 2534 11131 2838155 115198 4589 2722957 1578 588 546 9872 8703 1371 1326 1597 2148 1521 1259 471 426 961
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 2427786 9964564 2 1056770 1064960 104 264 260 8 1 3078 352 4195520 384
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=34
num_cat=19
split_feature=3 0 0 0 13 2 2 10 4 2 1 0 0 2 1 2 1 2 5 0 0 1 8 2 0 7 0 7 0 3 2 0 0
split_gain=0.935951 0.776534 0.918217 2.50214 2.33979 1.81321 1.72909 1.36876 1.34286 1.14046 1.01761 1.211 0.91253 10.4236 12.2166 3.81219 1.34449 7.63957 1.03647 0.537079 0.454464 0.392966 0.357008 0.358923 0.34286 0.332846 0.622421 0.18035 0.123981 0.123681 0.0616831 0.0246728 0.000921361
threshold=18.500000000000004 141.50000000000003 62.500000000000007 31.500000000000004 0 1 2 3 4 5 6 69.500000000000014 15.500000000000002 7 8 9 10 11 12 136.50000000000003 63.500000000000007 13 14 15 43.500000000000007 16 60.500000000000007 17 32.500000000000007 36.000000000000007 18 137.50000000000003 39.500000000000007
decision_type=2 2 2 2 1 9 9 1 1 9 1 2 2 9 1 9 1 9 1 2 2 1 1 9 2 1 2 1 2 2 9 2 2
left_child=1 2 3 12 5 8 10 19 20 21 27 -12 16 14 -14 -15 17 -1 -18 -8 -4 24 23 -3 -5 32 -27 -6 -23 30 -2 -9 -11
right_child=29 22 4 9 6 -7 7 31 -10 25 11 -13 13 15 -16 -17 18 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0021908495536465925 0 0 0 0.013980006741571028 0.0050939760454984315 -0.002884227303785198 0.023385061336548621 -0.0030321067791946915 0 0 0 -0.024641310114303927 0.053352100383904394 0.0016048902252553433 0 -0.016566827178987751 -0.0001068401336292201 -0.027759477186504573 0.0015104146128459813 0 0.037089961030231169 0 0 -0.016168434374944678 0 -0.02122358914528218 0 -0.0018493752544118396 -0.006649174012941632 0 -0.014294683977716077 0 0.00048883988141827932
leaf_weight=261.48500482720556 1.1285243992751928 3.2863729827804491 0.51395213324576872 9.3031930918805283 22.596795054269023 4.261535449884831 22.449504954391163 5.8669807538390186 2.5139798319432911 7.4178611799143264 3.5270138022024211 28.351093292236328 43.828136006573914 390.81982831569621 84.258841637172736 110.24283886035846 31496.833905496409 74.834837186863297 4475.2738525102905 1.0795996668748546 25.991736124327872 0.80599214578978973 1.7009508451446915 16.677414939738814 6.0028419455047688 85.374609933438478 2.6481635252712286 12.396084183827041 10.563102178741245 0.61651566738146435 14.568080704077145 0.44613864272832859 8.5563921483699215
leaf_count=67996 119 300 25 844 998 620 2151 203 206 404 234 1727 3085 15365 6204 10100 2025320 141595 573440 103 973 86 45 1047 611 6323 171 590 1200 76 1397 15 567
internal_value=0 4.56776e-05 7.06577e-05 2.98763e-05 0.00763841 0.0227434 0 0.0109127 0.0270486 -0.0124091 -0.00916333 -0.0167125 9.2031e-05 0.00378201 0.0255257 -0.00276794 1.67661e-05 -0.00591849 8.70957e-05 0.0208686 0.0358151 0 -0.0121741 -0.0149903 0.00793679 -0.0158436 -0.0181497 0 -0.00294587 -0.0141681 -0.0151825 -0.00151204 0
internal_weight=0 37219.9 37198.2 37068.2 129.994 33.2812 96.7132 29.8422 29.0197 130.672 66.871 31.8781 36937.6 629.15 128.087 501.063 36308.4 336.32 35972.1 23.5291 26.5057 26.6751 21.6647 19.9638 15.306 103.997 88.0228 34.9929 11.3691 16.3131 15.6966 6.31312 15.9743
internal_count=2864140 2862548 2861156 2853311 7845 1824 6021 2472 1204 10206 3549 1961 2843105 34754 9289 25465 2808351 209591 2598760 2254 998 2741 1392 1347 1455 7465 6494 1588 1286 1592 1516 218 971
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 1048944 2984 1 2 1056850 96 1049040 796 70190 6 31982652 2 308 1 3072 8 5 33856
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=40
num_cat=24
split_feature=3 11 2 2 1 3 3 0 1 8 3 10 0 7 1 10 13 1 2 7 1 1 0 0 2 3 2 0 3 2 0 3 0 1 0 10 2 7 1
split_gain=0.807376 0.749623 3.55523 2.80956 5.11973 3.77286 3.42104 2.3664 3.10633 3.45126 2.08901 4.35056 5.58648 2.7272 2.23919 1.99123 3.51011 3.54559 2.6833 2.56226 3.09872 2.05785 2.72161 1.87859 1.85325 1.83387 1.82626 1.63583 1.54341 1.51216 1.39943 1.31735 1.31512 1.72074 1.64976 14.631 9.08427 5.96038 2.61264
threshold=18.500000000000004 0 1 2 3 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4 5 2.5000000000000004 6 2.5000000000000004 7 8 9 10 11 12 13 14 15 2.5000000000000004 11.500000000000002 16 6.5000000000000009 17 7.5000000000000009 11.500000000000002 18 2.5000000000000004 4.5000000000000009 33.500000000000007 19 15.500000000000002 20 21 22 23
decision_type=2 1 9 9 1 2 2 2 1 1 2 1 2 1 1 1 1 1 9 1 1 1 2 2 9 2 9 2 2 9 2 2 2 1 2 1 9 1 1
left_child=1 3 15 4 30 6 -6 8 9 -4 11 14 -13 27 -9 16 17 25 -19 20 -18 22 26 -15 -24 -3 -17 -12 -10 -23 31 -1 34 -34 38 36 -36 -37 -5
right_child=-2 2 7 32 5 -7 -8 10 28 -11 13 12 -14 23 -16 21 19 18 -20 -21 -22 29 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 35 37 -38 -39 -40
leaf_value=-0.014292415938144605 -0.013238869167455253 0.0203241364058439 0.028481717481549415 -0.0036281834920020972 0 0 0.03363187348336142 0.0084511661802398625 0.0016008427417108278 -0.0012483871861712053 -0.029452721977687842 -0.014954614152322895 0 -0.0017886192981153067 0 -0.0046946494580644687 -0.0026692105416415588 -0.0068931835958021149 0.0092272124852540941 -0.0077810664408553267 0.015109514446467527 0.0040351131454172814 0.0038444592734802096 -0.014653375668099801 -0.012952445223779677 -0.00030583067924203365 0.016980539072641156 0 -0.014450516194933254 -0.0073136953151587943 0.0055489560757340933 0.0033538375765773637 0.0010417706041054096 -0.017309307314411534 -0.027397606271695719 0.039018258452582971 0.0047563906593009273 -0.0064560550053679461 -8.1303549384792573e-05
leaf_weight=102.01364069414012 15.824977482581742 337.82604539995373 64.639880209288094 2245.9423787891374 40.41024891968118 56.590904824915924 103.22481365807471 596.12937162914022 2569.8390797314642 32.197937300894409 46.008360075124074 311.30339565640315 960.02532360656187 1540.9801166756952 687.90885422268184 11.149109464138744 145.10644052107818 123.73532613745192 207.5965326281148 184.55432092607953 144.28537718893494 106.69546770211309 150.96423794701695 106.62859164306428 54.563161172438413 16.065667900489643 162.31090037804097 21.139664897229522 28.573389218538068 329.45382723258808 46.88628177344799 13.416955062770283 47.13929897811613 64.506792034488171 84.48774975836568 97.347451392561197 239.90400856538326 17.382550888694823 25124.782709281266
leaf_count=14122 1551 38153 6238 547615 4226 5627 12163 37244 134653 938 2215 5683 13601 59673 44124 636 14276 14527 23463 15755 14037 4735 3678 4520 2147 1770 8158 918 1511 11289 4411 1499 3166 5392 8834 1220 15499 275 1774675
internal_value=0 3.53996e-05 0.000838825 -0.000208562 0.00805748 0.0177251 0.0259005 -0.000190018 0.0020671 0.0169387 -0.00168938 1.62525e-05 -0.00396558 -0.00435966 0.0041875 0.00454506 0.00719891 0.0116294 0.00230513 0 0.00604257 0.000348359 0.00573896 -0.00302911 -0.000809545 0.0181818 0.0142299 -0.0204818 0.00114293 -0.00380162 -0.0035318 -0.00990975 -0.000337918 -0.010012 -0.000277679 0.00556201 -0.00502081 0.0323954 -0.000388304
internal_weight=0 37223.7 8939.68 28284 362.543 200.226 143.635 6965.37 2695.25 96.8378 4270.12 2555.37 1271.33 1714.76 1284.04 1974.31 1159.17 685.224 331.332 473.946 289.392 815.137 378.987 1647.61 205.527 353.892 173.46 67.148 2598.41 436.149 162.317 115.431 27921.5 111.646 27809.8 439.122 324.392 114.73 27370.7
internal_count=2864217 2862666 463942 2398724 42048 22016 16389 311318 143340 7176 167978 100652 19284 67326 81368 152624 121981 77913 37990 44068 28313 30643 14619 64193 5825 39923 8794 3133 136164 16024 20032 15621 2356676 8558 2348118 25828 24333 1495 2322290
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=1 13181215 16811009 291 20 1 1 8 314 1 1 840 12583170 1 320 200 8454165 8978433 12591369 326 1 9177624 9 30
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=40
num_cat=29
split_feature=3 11 2 2 7 1 1 7 7 10 2 13 1 3 0 5 8 10 13 1 0 7 1 1 3 0 13 2 0 2 3 2 13 3 2 10 1 3 7
split_gain=0.732328 0.662364 3.31216 2.22299 2.76542 3.18876 2.48638 6.71962 2.86386 4.66713 2.2038 4.66522 5.33986 2.51988 3.09327 2.09461 2.00719 1.87417 2.89431 2.40368 2.93236 2.31902 2.49964 1.63136 2.40464 2.13807 1.50011 1.49857 1.3181 1.28266 1.22764 1.17771 8.23326 9.22898 12.2808 7.41697 4.5857 3.14923 4.39854
threshold=18.500000000000004 0 1 2 3 4 5 6 7 8 9 10 11 1.5000000000000002 1.0000000180025095e-35 12 13 14 15 16 2.5000000000000004 17 18 19 1.5000000000000002 9.5000000000000018 20 21 6.5000000000000009 22 1.0000000180025095e-35 23 24 1.0000000180025095e-35 25 26 27 1.0000000180025095e-35 28
decision_type=2 1 9 9 1 1 1 1 1 1 9 1 1 2 2 1 1 1 1 1 2 1 1 1 2 2 1 9 2 9 2 9 1 2 9 1 1 2 1
left_child=1 10 17 4 -4 -6 8 28 9 -5 11 12 13 14 -1 -10 -7 18 19 20 -3 22 -20 24 -19 -26 -9 -21 -8 -25 -13 37 33 34 -33 -35 -34 38 -12
right_child=-2 2 3 6 5 16 7 26 15 -11 31 30 -14 -15 -16 -17 -18 23 21 27 -22 -23 -24 29 25 -27 -28 -29 -30 -31 -32 32 36 35 -36 -37 -38 -39 -40
leaf_value=0 -0.012679568789032189 -0.0048278430387465746 0 0.011746321411570747 0.00043439618365737889 -0.024524787101451104 -0.00038994737590105206 -0.0048932261460564062 -0.00087350470424381343 0 -0.003673240609047015 0 -0.0092261516675566091 0 0.028086921072008348 0.0082788775452781842 0.0012962426577729684 -0.004607379533886847 -0.0018298266659408297 0.019386583218333003 0.013006343210194058 -0.0071516150679912169 0.014016570365275444 0.0036803047538097686 0.013494063259106383 -0.0073985227285367676 -0.017540833765363882 0.00029922598761056925 0.0064335921730386729 -0.0066963155561441867 0.03178826104645107 -0.0093618938518953768 0.021978733443105466 -0.0070777658132036058 0.0079709349295359645 0.0013115206710140462 0.0032511244833976927 0.001088228675620979 0.0010395426980998889
leaf_weight=34.247171815142792 15.539256304560693 174.05969392834231 389.21169996056415 609.12162302315119 78.467282089812215 149.95574405553634 1129.8807406438864 328.02455246367026 2733.7036700639001 726.2951931534335 4223.4159605462009 12.925920979352666 196.73477135878056 92.760813294284162 85.597830761398654 244.83852890634444 7.3329926454462102 112.89197839051485 143.53709352808073 294.7407451508916 124.74112298397813 183.07884839805774 146.0041197470855 107.17183231888339 248.98396593844518 19.607043141499162 250.66710859001614 96.171800006035483 321.26380567229353 327.21012904215604 48.08235352934571 517.02758902504502 136.74857652545325 3819.253579188593 1432.0847020853325 1362.5331246794667 875.66481039009523 11914.258420958053 3535.9221465014816
leaf_count=5221 1587 20466 36576 37186 7587 14217 54606 14805 94035 13057 341077 972 30750 10319 8926 18125 421 3701 14197 32595 13889 15696 14130 4739 10436 487 10425 11575 10347 11286 3636 105106 11191 656731 210308 68484 63185 697502 184563
internal_value=0 7.0888e-06 0.000763245 -0.000228843 -0.00575431 -0.0134667 0.000301157 -0.00249654 0.0016973 0.00547377 -0.000222037 0.00625993 0.000984069 0.0115456 0.0200536 0 -0.0206042 0.00433829 0.00690545 0.0109178 0.00214713 0.000151058 0.00598195 0.000262374 0.00507553 0.0103741 -0.0112738 0.0158506 0.00101103 -0.00340932 0.027057 -0.000351159 -0.00136095 -0.00259726 0.00314235 -0.00481942 0.00687026 5.3509e-05 -0.00149476
internal_weight=0 37234.2 8946.96 6968.76 624.968 235.756 6343.8 2029.84 4313.96 1335.42 28287.3 470.349 409.341 212.606 119.845 2978.54 157.289 1978.2 1162.33 689.713 298.801 472.62 289.541 815.865 381.483 268.591 578.692 390.913 1451.14 434.382 61.0083 27816.9 8143.31 7130.9 1949.11 5181.79 1012.41 19673.6 7759.34
internal_count=2864142 2862555 464584 311387 58801 22225 252586 90183 162403 50243 2397971 59824 55216 24466 14147 112160 14638 153197 122548 78525 34355 44023 28327 30649 14624 10923 25230 44170 64953 16025 4608 2338147 1115005 1040629 315414 725215 74376 1223142 525640
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=1 13181215 1315840 1 88 916 5 6 1 16880641 1 836 2 1 1 1 164 1 320 200 1 8913170 12591369 2359520 1 5261824 1 124 1
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=28
num_cat=14
split_feature=3 0 0 0 10 3 2 2 1 0 2 2 3 1 1 3 0 0 3 8 2 0 0 2 1 1 4
split_gain=0.686675 0.653018 0.934551 2.14382 2.09701 1.17936 1.0854 0.941644 0.859117 0.813289 2.80471 2.27885 2.14026 1.55566 1.27946 1.06823 0.408386 0.582322 0.357756 0.334849 0.351247 0.264214 0.14899 0.14526 0.0694728 0.0640834 0.0159483
threshold=18.500000000000004 141.50000000000003 62.500000000000007 44.500000000000007 0 5.5000000000000009 1 2 3 4.5000000000000009 4 5 5.5000000000000009 6 7 8.5000000000000018 135.50000000000003 78.500000000000014 9.5000000000000018 8 9 60.500000000000007 52.500000000000007 10 11 12 13
decision_type=2 2 2 2 1 2 9 9 1 2 9 9 2 1 1 2 2 2 2 1 9 2 2 9 1 1 1
left_child=1 2 3 9 5 7 22 25 -9 11 13 14 -12 -11 -1 -13 17 -6 21 20 -3 -8 -5 -2 -24 -4 -7
right_child=23 19 4 6 16 26 18 8 -10 10 12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0 0 0 2.9581523073804174e-05 0 0 0 -0.024302925831359859 0 0.023431673784334778 0.018133763285191343 0.00013444738190385733 -0.00020267633399584603 -0.0090466407094074771 0.0031805282066357369 -0.022515224385950321 0.0045887719842371173 0 -0.016418843088905618 0 0 -0.015419793168262953 0 0 -0.012728139680249641 0.007392472234156163 -0.0035195852162571172 -0.0023489690407940793
leaf_weight=30.617836207442451 4.0019006205257011 3.2731053703464568 5.9381242964882404 3.7634753659367561 5.8604211024940076 1.4931451235897839 42.230579838884296 9.7867272167932224 72.141436891513877 46.612044846289791 4237.9142108586311 29875.778808555086 237.01675120591244 2128.0966838604945 36.062919295536631 439.33684204095334 1.7626283718273033 17.485030972398818 0.22366888215765257 1.6889133546501423 16.200497528538111 3.7589503132621749 0.80901255982462317 11.349309442884985 0.9631038302904924 11.729190760524945 3.7331678550690404
leaf_count=53275 413 295 651 577 139 156 3553 812 3936 8751 167975 2361432 10625 159238 53335 34146 42 407 22 45 1012 245 89 1178 144 1372 317
internal_value=0 4.39174e-06 2.79357e-05 0 0.00765616 0.0142691 -0.0161807 0.0173959 0.0199719 3.07252e-05 0.00103666 -0.000180383 -0.000341488 0.00395822 -0.0147943 -0.000118844 -0.00724654 -0.0114369 -0.0193305 -0.0112731 -0.0141104 -0.0229488 0.000961582 -0.0123046 0.00697075 0 -0.000869703
internal_weight=0 37234.3 37213.1 37083.2 129.93 104.822 51.7488 99.5955 81.9282 37031.4 6649.64 30381.8 4474.93 2174.71 66.6808 30315.1 25.1081 23.3455 46.2132 21.1625 19.4736 45.9895 5.53559 15.3512 1.77212 17.6673 5.22631
internal_count=2864182 2862591 2861239 2853407 7832 7244 4630 6771 4748 2848777 346589 2502188 178600 167989 106610 2395578 588 546 3820 1352 1307 3798 810 1591 233 2023 473
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 8389250 265098 264 20200148 1064960 9 552 1 3074 1089 400 320 2
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=40
num_cat=25
split_feature=1 2 3 2 6 2 1 7 0 1 13 0 0 1 5 2 7 2 3 7 0 1 2 1 3 7 4 7 1 3 3 3 1 3 3 4 1 3 3
split_gain=0.781553 1.33374 0.677745 1.18387 0.621438 3.44666 2.14817 1.83271 3.706 2.84166 1.61804 1.35851 1.2862 3.37781 2.23956 1.79231 1.15693 1.13021 1.11926 1.11344 1.44618 0.954335 3.49038 0.936308 1.10515 0.868785 0.823044 0.718574 0.475648 0.780793 0.385283 0.300271 0.299045 0.181657 0.158653 0.141505 0.129166 0.0708482 0.0550942
threshold=0 1 14.500000000000002 2 3 4 5 6 12.500000000000002 7 8 2.5000000000000004 23.500000000000004 9 10 11 12 13 2.5000000000000004 14 12.500000000000002 15 16 17 1.0000000180025095e-35 18 19 20 21 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 22 36.000000000000007 1.5000000000000002 23 24 3.5000000000000004 27.500000000000004
decision_type=1 9 2 9 1 9 1 1 2 1 1 2 2 1 1 9 1 9 2 1 2 1 9 1 2 1 1 1 1 2 2 2 1 2 2 1 1 2 2
left_child=1 37 4 36 12 10 11 8 -8 -9 28 31 15 14 16 19 -14 34 -16 32 -21 22 -17 24 -12 -13 -23 -19 -6 -30 -25 -7 -2 35 -15 -5 -4 -1 -38
right_child=2 -3 3 33 5 6 7 9 -10 -11 23 25 13 17 18 21 -18 27 -20 20 -22 26 -24 30 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 38 -39 -40
leaf_value=0.0028900226879945766 0.0072265636015010366 -0.019391444943713299 0 0 0 -0.0069706442960796137 0 0.00047610087320606385 0.015402926880236523 -0.0095663300089889429 -0.0012315194752984813 0 0.019317926950944489 -0.0017944021060154081 -0.018193842469900613 0.013916145990580962 -0.00069784869046368714 0 0.0026789323322930596 -0.024036002532967907 0 0.00032147554402387661 -0.011984424624368604 0 0.019069085450541669 0.026416693655991821 -0.0009553168096018491 -0.017250321366714626 0.021329774966714701 0 -0.013297244053350078 0.0049005436818022191 -0.0021454622897327351 0 0.0053832281854841613 -0.016936303320812206 0.010441257419473373 -0.0011268360942897268 0
leaf_weight=49.4574780368348 13.120161083686979 18.303409279455082 3.1941436865890864 0.62158536227070726 15.694506484509473 11.761123423420942 917.26836532239395 616.15614062520035 151.20220541837625 409.87908772705123 3.3403600580059019 2.5544893618207425 58.628099852794548 21.590695843508001 13.932398475095399 23.184789315757371 9.0792251577659027 2.0806076092412695 3.0833086540806098 54.048468779685209 5.1804312839813056 28090.271078488353 185.50656334332234 28.018096722196788 17.521235898369923 26.020949067664336 6074.9593725121013 173.85710185416974 133.83700903616045 7.1267484480340491 18.123141747666523 10.538432973335146 7.0000575742287792 0.4618531983869606 19.014926924661268 50.610269867960596 3.4779761030222294 5.3094118862063615 0.26097131415735919
leaf_count=16665 12951 50683 415 89 10365 3061 53368 30908 4920 21237 258 281 2907 1938 2480 21757 575 90 334 73556 666 1836558 65980 2260 1285 1712 589187 12203 18074 1099 1663 2466 14366 46 1700 3818 422 1802 33
internal_value=0 -0.00831997 0 -0.00872522 2.85808e-05 0.00159085 0.000113646 -0.000393064 0.00230254 -0.00346264 0.0123953 0.0152667 -7.0567e-05 -0.00627288 0.00689824 -2.22275e-06 0.016079 -0.0126231 -0.00873477 -0.0122429 -0.0175777 3.15143e-05 -0.00612517 0 0.00928545 0.0252631 8.50107e-05 -0.01579 0.0176711 0.0186649 -0.00691213 0 0 -0.013902 0 -0.016347 0.00429204 0 0.00739258
internal_weight=0 73.0703 37182.2 58.6268 37123.6 2369.04 2145.38 2094.51 1068.47 1026.04 223.661 50.875 34754.5 301.266 84.723 34453.3 67.7073 216.543 17.0157 79.3491 59.2289 34373.9 208.691 67.0028 20.8616 28.5754 34165.2 175.938 156.658 140.964 46.1412 22.2996 20.1202 51.6937 40.6056 51.2319 6.93309 54.7669 3.73895
internal_count=2864178 69150 2795028 4823 2790205 152957 117953 110433 58288 52145 35004 7520 2637248 22227 6296 2615021 3482 15931 2814 101539 74222 2513482 87737 5466 1543 1993 2425745 12293 29538 19173 3923 5527 27317 3953 3638 3907 870 18467 455
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2 24969265 2131156 1 1856388 4 5 56 1 44 2 1064960 5 9699600 6 4 8979486 392 2 2 8 261 232 2 184
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=40
num_cat=22
split_feature=3 0 1 2 2 13 2 0 0 1 2 0 2 0 2 1 2 1 8 1 1 2 2 6 3 7 0 2 3 3 3 11 1 3 0 0 3 0 0
split_gain=0.656564 0.612893 2.54805 2.91241 2.66533 1.63526 0.990809 0.9537 0.850287 2.72946 1.49648 0.911061 1.74463 0.987658 3.79878 2.5934 0.878231 2.46141 0.720315 0.694929 0.628906 0.627044 0.576222 0.754084 0.419102 0.418216 0.581195 0.178588 0.169947 0.150139 0.175544 0.139851 0.135657 0.0916371 0.082153 0.0617646 0.0522311 0.0513883 0.000895217
threshold=18.500000000000004 30.500000000000004 0 1 2 3 4 136.50000000000003 26.500000000000004 5 6 24.500000000000004 7 20.500000000000004 8 9 10 11 12 13 14 15 16 17 4.5000000000000009 18 199.00000000000003 19 36.000000000000007 5.5000000000000009 1.0000000180025095e-35 20 21 4.5000000000000009 33.500000000000007 32.500000000000007 1.0000000180025095e-35 145.50000000000003 59.500000000000007
decision_type=2 2 1 9 9 1 9 2 2 1 9 2 9 2 9 1 9 1 1 1 1 9 9 1 2 1 2 9 2 2 2 1 1 2 2 2 2 2 2
left_child=1 8 4 7 5 6 37 29 11 10 -10 13 31 16 32 -16 17 -1 35 36 -18 -11 23 -7 -21 38 -27 28 -2 30 -4 -13 -15 -33 -24 -5 -14 -3 -6
right_child=27 2 3 18 25 22 -8 -9 9 21 -12 12 19 14 15 -17 20 -19 -20 24 -22 -23 34 -25 -26 26 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0025152685658177353 -0.016675271571242409 0.025331342750582811 0 0 0 0 0 -0.0069981380058248693 -0.00080898048724559819 0.00083139205446662806 0.02631444520241448 0 0.0040663174181871245 0 -0.00016469804633523682 0.023594945815133481 -0.0074952406331587618 -0.020099585852248109 0 -0.025908178759846207 9.3157903976640223e-05 -0.012545670799308298 0 -0.013577421724325271 0 -0.019714553685317868 0 0 0 0 0.013838414113706935 0.010972782214786994 -0.01492719984205562 0 0.012791600964074272 -0.026752985695871864 0 0 0.00049377412524419055
leaf_weight=59.189671727654058 12.963144950670534 52.129101140424609 7.1072901997249565 7.5683254859468425 4.6318663340061903 33.49980605719611 5.75691227428615 6.4800248695537439 7.2603379392530769 3.5953842504532076 35.774865294806659 8.3802677792846207 1.5882966881035825 6.2097388733527623 45.339720504707657 78.540476979396772 68.84947003286652 42.439346986258897 6.9343202519230536 36.858926259272266 36488.849873234103 21.502073562005538 0.31178684951737468 23.869651125278324 1.2493413736810897 29.468386067077521 0.44845062308013339 1.7548459112294956 0.50305543802096586 1.5405802230234247 30.252009380812524 3.2467512674629684 20.925556214293469 0.41431368282064784 3.6430004176218063 72.38158559272415 2.7797755817882717 0.94684744626283546 6.7173909712582827
leaf_count=57621 1210 1781 640 461 391 1346 981 483 578 408 1790 788 95 753 1580 3342 64856 56998 165 2678 2646559 1364 28 740 59 3190 30 311 49 156 3247 198 2217 26 338 5697 373 48 571
internal_value=0 2.37715e-05 -0.00429479 -0.0131537 0.0028584 0.0109063 0.0203178 0.00234348 6.96864e-05 0.00937915 0.0199402 3.67373e-05 -0.0103118 6.85919e-05 0.00744333 0.0151507 2.3974e-05 -0.00781978 -0.0217994 -0.0174345 6.24929e-05 -0.00668751 0 -0.0046929 -0.0213123 -0.0107176 -0.0145623 -0.0120302 -0.0124823 0.0109634 0.0120513 0.00511903 -0.0124457 0.00957583 0.00907237 -0.0257068 0 0.0223707 0
internal_weight=0 37226.7 293.687 132.264 161.423 120.157 58.8329 45.3799 36933 68.1327 43.0352 36864.9 54.5177 36810.3 151.015 123.88 36659.3 101.629 86.8842 42.4763 36557.7 25.0975 61.3242 57.3695 38.1083 41.2661 29.9168 15.221 13.4662 38.8999 37.3593 12.0413 27.1353 3.66106 3.95479 79.9499 4.36807 53.0759 11.3493
internal_count=2864146 2862576 20293 10849 9444 5262 2810 4526 2842283 4140 2368 2838143 4217 2833926 7892 4922 2826034 114619 6323 3205 2711415 1772 2452 2086 2737 4182 3220 1570 1259 4043 3887 1012 2970 224 366 6158 468 1829 962
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=100 1320276 9961522 1 1048624 180 1838088 8388944 8914446 801 1064960 104 1 14 2 2361096 48 1 8 2360113 1 40
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=29
num_cat=17
split_feature=3 0 0 0 10 3 0 1 2 2 2 12 2 1 2 0 0 1 8 1 7 2 3 2 0 1 3 4
split_gain=0.595695 0.573998 0.769869 1.69867 1.68251 0.991336 0.823198 2.37043 1.25589 0.800229 0.74307 0.587703 3.42127 1.31653 0.510472 0.364344 0.549719 0.358025 0.320046 0.319878 0.380758 0.309354 0.1136 0.175047 0.0685811 0.0586793 0.0429928 0.0112353
threshold=18.500000000000004 141.50000000000003 62.500000000000007 30.500000000000004 0 5.5000000000000009 26.500000000000004 1 2 3 4 5 6 7 8 135.50000000000003 78.500000000000014 9 10 11 12 13 36.000000000000007 14 124.50000000000001 15 4.5000000000000009 16
decision_type=2 2 2 2 1 2 2 1 9 9 9 1 9 1 9 2 2 1 1 1 1 9 2 9 2 1 2 1
left_child=1 2 3 6 5 10 11 8 -8 25 17 13 -13 -1 -9 16 -6 -4 21 -11 -21 -3 23 -2 -12 26 -5 -7
right_child=22 18 4 9 15 27 7 14 -10 19 24 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0019342557719206886 -0.012974679389008138 0 0 0.005876743568519055 0 0 -0.00016840368465082531 0.00015034775002242947 0.024572175800305088 0 -0.0042171591562917606 0.01478335130571864 0.00037318554797242985 3.1128778485784453e-05 -0.011279818271407581 0 -0.015446915388991872 0.019673886928408643 0 0 -0.016156563207371081 -0.014690769455715146 0 0 0 0 0 -0.0018621583613299061
leaf_weight=3913.3976646874835 12.63523275579791 3.3969400258501992 10.720567901851611 5.8420531576266512 5.7939524836838308 1.473648180719465 6.9578331351513043 3.8909350550384261 36.748040029662661 7.8291587592102587 8.5624087547184882 129.46393009100575 10055.312439514906 22783.404206598654 20.655600424041044 1.7424272065982211 17.021588278468698 80.497224380436819 1.6762423156760657 22.762268943246454 96.133163420832716 15.751610871171581 0.55696822484606023 1.7786923014209612 1.5934395431540895 6.24077310890425 0.39131799386814226 3.5681639299727967
leaf_count=662245 1178 306 996 841 139 156 564 419 1800 457 1028 12773 511523 1651848 1318 42 407 4569 45 1281 7396 1002 67 302 201 874 42 309
internal_value=0 0 6.83424e-06 -1.50374e-05 0.00691264 0.0128251 2.26238e-05 0.00916388 0.0188512 -0.0100166 0.0156915 0 0.000643447 -0.000248306 -0.00584981 -0.00617311 -0.0104091 0.0174111 -0.0106256 -0.0122308 -0.0136789 -0.013486 -0.011526 -0.0126527 0 0.000845796 0.00370069 -0.000339923
internal_weight=0 37240.8 37220 37089 130.973 106.415 36949.8 68.2524 43.7059 139.199 101.374 36881.6 10184.8 26696.8 24.5465 24.558 22.8155 91.2178 20.8248 126.725 118.895 19.1486 14.9709 14.4139 10.1558 12.4741 6.23337 5.04181
internal_count=2864128 2862581 2861228 2853381 7847 7259 2842490 4101 2364 10891 6794 2838389 524296 2314093 1737 588 546 5565 1353 9134 8677 1308 1547 1480 1229 1757 883 465
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 180 1838088 1057026 9964656 1 1114117 46 2361096 265 1 4 8 3074 2130737 308 2
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=40
num_cat=26
split_feature=4 3 2 2 13 3 2 0 0 10 0 0 2 7 2 3 2 8 0 2 5 3 7 6 6 12 7 10 11 5 1 2 0 3 7 1 0 3 2
split_gain=0.579507 3.42238 7.71116 3.89203 2.67542 2.52653 11.7648 4.0292 4.01355 2.94239 3.12983 2.70094 2.48274 2.2124 2.19482 2.10783 5.31954 5.29948 3.23265 2.20628 3.29137 3.08315 2.15256 4.36661 2.30346 2.06521 2.02241 1.67196 1.66782 1.54932 1.49441 1.40092 1.51423 1.52249 1.9568 2.88467 1.48844 1.47458 5.04381
threshold=0 1.5000000000000002 1 2 3 4.5000000000000009 4 6.5000000000000009 1.5000000000000002 5 1.0000000180025095e-35 4.5000000000000009 6 7 8 2.5000000000000004 9 10 3.5000000000000004 11 12 6.5000000000000009 13 14 15 16 17 18 19 20 21 22 6.5000000000000009 3.5000000000000004 23 24 3.5000000000000004 1.5000000000000002 25
decision_type=1 2 9 9 1 2 9 2 2 1 2 2 9 1 9 2 9 1 2 9 1 2 1 1 1 1 1 1 1 1 1 9 2 2 1 1 2 2 9
left_child=5 2 28 4 -3 31 8 9 -7 10 -8 -12 25 14 -11 16 -5 18 -18 22 -21 -22 24 -24 -17 -9 -19 -14 30 -6 -2 32 33 34 -1 -36 -35 38 -33
right_child=1 3 -4 15 29 6 7 12 -10 13 11 -13 27 -15 -16 19 17 26 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 37 -34 36 35 -37 -38 -39 -40
leaf_value=-0.012042191761598493 0.0023307565624649416 -0.017704060964947206 0.025708764954255722 0.013383448438679675 -0.010400661356676329 0.027731526817706367 -0.00091477490516168349 0.028076372686903661 0.0010985540886932919 0.011108703384857097 -0.02113689945770289 0 -0.015084315615921887 -0.01313899028901981 -0.003288223721042525 0 -0.013642951410607921 0.017524256438360697 0.0010330499144815264 -0.012486445340793621 -0.0025033010157676631 0.019340875133907708 0.00069588968703527491 0.016316670018024639 -0.022570081539685739 0 -3.593982870297786e-06 0.0043447858518638359 0.010212117684185854 0.0092417553810692846 -0.010337560565476042 0.0044558165217432116 0.0070665609450937961 0.012203963449689721 -0.011437049641840662 0.0085300137547397598 -0.0085346707947931612 0.0014738927189077364 -0.0006560717165370886
leaf_weight=336.73140631363458 97.820830755576026 216.96935183840469 113.83343820555092 97.231748156467802 38.546258402056992 109.92084922690265 187.84438266639336 41.125476614572108 142.17534300347324 85.251650414895266 377.7258584276351 59.741926412825705 36.81578639120562 159.20286235911772 575.09170448733494 51.925768984569004 672.32283837566865 54.602700392249972 139.04451331938617 295.80337472203973 447.45019141801095 44.423485785562661 3680.7099313899744 162.43487280982663 50.258248415862909 17.611588892061263 124.05961840308737 74.496881087776273 59.698195569275413 64.58281031541992 163.2212414204987 2159.3597287199627 61.626064388503437 61.239588217422352 85.728138134963956 130.43054602470511 13.463736784062347 10265.25582759286 15698.257164365004
leaf_count=82326 9357 50102 14726 24890 3640 10343 25428 3226 11205 5475 39970 5169 1939 4717 13142 3901 121881 2141 11260 59429 73122 6624 272072 10352 2748 826 5509 847 6054 6786 17523 229499 7546 12418 19219 24991 1353 578833 1083543
internal_value=0 -0.000873731 0.00729979 -0.0015335 -0.0116945 0.000157671 -0.003361 -0.00667421 0.0149586 -0.00851884 -0.0137577 -0.018218 0.00609292 -0.00382381 -0.000472876 -0.000844852 -0.00475559 -0.00723268 -0.0108242 1.30554e-05 -0.00462005 0 0.00105038 0.00155084 -0.0108032 0.0179542 0.00650454 -0.00167768 -0.000730655 0 -0.00508375 0.000399339 -0.00388201 -0.00574568 -0.00775593 0 0.00422657 0.000520139 -1.26055e-05
internal_weight=0 6574.94 434.574 6140.37 320.098 30679.1 1867 1614.91 252.096 1444.86 625.312 437.468 170.05 819.546 660.343 5820.27 1087.26 990.03 811.367 4733.01 787.677 491.874 3945.33 3843.14 102.184 58.7371 178.662 111.313 320.74 103.129 261.042 28812.1 689.219 627.593 552.89 216.159 74.7033 28122.9 17857.6
internal_count=2864132 702117 47660 654457 60528 2162015 122287 100739 21548 93901 70567 45139 6838 23334 18617 593929 165681 140791 133141 428248 139175 79746 289073 282424 6649 4052 7650 2786 32934 10426 26880 2039728 147853 140307 126536 44210 13771 1891875 1313042
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 13443366 789000 1 8696516 1 525586 5 1290 6308870 1 8466673 2 8 1 1 1 10 1 1 2 640 315520 1 645 26812436
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=40
num_cat=26
split_feature=2 3 8 1 7 3 11 1 11 0 10 3 3 0 3 5 2 7 1 2 2 11 0 2 10 6 0 8 5 6 3 1 1 3 2 7 0 2 0
split_gain=0.556393 14.4577 8.56776 3.04617 3.98171 2.93234 3.10229 2.46828 1.69694 1.47632 1.78819 1.29025 0.951569 0.822667 0.785613 8.45452 5.48658 6.07447 3.8778 3.65383 2.912 2.60557 2.18772 1.19322 2.88152 0.987326 1.34008 1.04398 0.985952 0.941324 0.789195 0.769393 0.695576 3.48492 4.76018 5.92452 4.85815 3.70514 6.19412
threshold=0 1.0000000180025095e-35 1 2 3 2.5000000000000004 4 5 6 1.0000000180025095e-35 7 7.5000000000000009 10.500000000000002 6.5000000000000009 6.5000000000000009 8 9 10 11 12 13 14 7.5000000000000009 15 16 17 6.5000000000000009 18 19 20 14.500000000000002 21 22 1.0000000180025095e-35 23 24 1.5000000000000002 25 1.0000000180025095e-35
decision_type=9 2 1 1 1 2 1 1 1 2 1 2 2 2 2 1 9 1 1 9 9 1 2 9 1 1 2 1 1 1 2 1 1 2 9 1 2 9 2
left_child=1 3 5 -1 -5 6 9 8 12 -3 -11 13 -7 -9 23 16 31 19 20 22 -17 29 -18 24 25 26 27 -2 -26 30 -20 -16 -25 34 36 -36 -34 38 -35
right_child=14 2 -4 4 -6 7 -8 11 -10 10 -12 -13 -14 -15 15 18 17 -19 21 -21 -22 -23 -24 32 28 -27 -28 -29 -30 -31 -32 -33 33 37 35 -37 -38 -39 -40
leaf_value=0 -0.016793091442297108 0 0.03311833863887588 -0.0030942861527131359 0.039093183691868899 0.025235345031627734 0.0034341899246301145 -0.011680811152835329 0 -0.02188808527516287 0 0.0078305721253225848 0 0.00048029471291883348 0.013933929182964109 0.014313718221589817 0.0032475451459810047 -0.02175863089780225 0.031051717810501308 -0.01596533617961866 -0.012934189098114737 0 -0.018525123037858721 -0.00034559024840066723 0.013578143114373085 0 0.0010407149343068221 0 -0.0026263723265469129 0 0 0 -0.0019543578681338685 -0.0057272629333550013 0.0048286155896334268 -0.0046289664395546782 0.010366676872086443 0.0010919249095962993 0.016635488592211062
leaf_weight=51.593508796764581 210.95641535056893 76.352688909719291 25.739217831520364 13.507242275576573 104.36970060865133 44.910782829043455 63.703958100872114 145.8677098032822 23.253655916196294 235.44188492568719 28.907755602151155 15.296454229974186 3.5709233665256752 14.448704727576112 74.933088893158128 16.801110474421876 451.95500173910114 264.38814584442298 104.91514006978832 128.43083954135363 69.075474429439055 56.711346257041441 19.631639518891461 16648.644240471069 56.952931899577379 21.049618198372627 17.428795675317815 4.0233556707389644 7.8957430513110003 4.0040278421947724 4.5560759237268931 71.741309890465345 585.18624397967506 138.95732542016412 739.52301949085086 3774.0837032552008 583.14263443182426 11974.479989835632 359.72982513767056
leaf_count=11755 122430 20727 1499 1690 14580 9691 5770 25319 2114 30138 1602 1707 356 1209 6682 3868 19832 16957 11631 15883 6349 4609 562 1177118 3588 10426 3882 394 756 455 471 6533 104255 32224 35084 277258 58372 771546 44846
internal_value=0 0.00249412 -0.00390204 0.0264343 0.0327996 -0.00719711 -0.0121953 0.000328311 0.0131497 -0.0159684 -0.0192688 -0.00500078 0.022059 -0.00910552 -3.83449e-05 -0.00245945 -0.00678063 -0.00991412 0.012476 -0.00319259 -0.00236555 0.0198238 0.000675816 4.24835e-05 -0.00568364 -0.0109985 -0.0129729 -0.0153219 0.00823555 0.0280369 0.0295994 0.0086097 0.000109916 0.000543954 -0.00147713 -0.00298472 0.00401708 0.00149039 0.00968221
internal_weight=0 846.964 677.494 169.47 117.877 651.755 404.406 247.348 71.7354 340.702 264.35 175.613 48.4817 160.316 36389.2 1267.14 1011.08 864.406 256.063 600.017 85.8766 170.187 471.587 35122.1 318.307 253.458 232.409 214.98 64.8487 113.475 109.471 146.674 34803.7 18155.1 5681.94 4513.61 1168.33 12473.2 498.687
internal_count=2864168 128157 100132 28025 16270 98633 58237 40396 12161 52467 31740 28235 10047 26528 2736011 93832 66449 53234 27383 36277 10217 17166 20394 2642179 141476 137132 126706 122824 4344 12557 12102 13215 2500703 1323585 474969 312342 162627 848616 77070
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=25276417 1 139 4 1 97 1 1 2 4194516 1 291 42 332 1 4210816 1 1 1 2 1 228 210 1573462 12 3670024
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=18
split_feature=3 0 0 0 10 2 3 2 1 1 0 2 10 2 13 0 7 0 0 0 8 2 2 1 0 2 1 7 4 0
split_gain=0.58435 0.529741 0.541195 1.45512 1.39291 0.994041 0.858986 0.93678 0.707171 0.490808 2.9809 4.15521 2.51123 0.900267 5.79273 1.6313 0.44814 0.580034 0.346276 0.526213 0.304503 0.363896 0.192385 0.166884 0.24748 0.16488 0.0926963 0.0134237 0.0111395 0.0068942
threshold=18.500000000000004 141.50000000000003 62.500000000000007 31.500000000000004 0 1 5.5000000000000009 2 3 4 9.5000000000000018 5 6 7 8 26.500000000000004 9 60.500000000000007 135.50000000000003 78.500000000000014 10 11 12 13 43.500000000000007 14 15 16 17 39.500000000000007
decision_type=2 2 2 2 1 9 2 9 1 1 2 9 1 9 1 2 1 2 2 2 1 9 9 1 2 9 1 1 1 2
left_child=1 2 3 9 6 23 7 8 -4 10 12 -12 -1 14 -11 -15 29 -18 19 -6 21 -3 -2 24 -5 -25 -9 -21 -8 -7
right_child=22 20 4 5 18 16 28 26 -10 13 11 -13 -14 15 -16 -17 17 -19 -20 27 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028581912665914993 -0.012412707523256511 0 0 0.010535830498122144 0 0 0 0 0.019936856231766463 -0.0033855356392603351 0 0.029684393167641543 -0.0018718505368745947 9.5805222159843278e-05 0.0054756363817703487 0.013467809807152661 -0.01920838078957561 0 0 0 0 -0.014609129641328183 0 0 0 -0.0056997292414795956 -0.0042178669700358622 -0.014238792733603931 -0.0018352017144616533 0.0013426074150102094
leaf_weight=2245.0289228537004 10.049424154785809 3.1731744093121961 9.7382745515787956 10.513719345675783 5.8030911288224223 7.1196229916531601 1.4397912985878065 6.1501667727716267 75.193059938959777 3332.8473025086896 89.218974020681344 45.584804546233499 2133.0763658308424 28132.222863473198 898.38679818151286 62.019391127745621 76.585754320549313 2.554638202302157 1.7407735493034113 4.2033221973106265 1.6831480772234524 15.708484806120397 4.8399660545401266 3.0718737909919582 7.062872913258615 10.752755243389403 12.104656259121841 12.609199493657799 3.5601576548069707 8.2459651795215887
leaf_count=414523 990 283 800 990 139 385 156 669 3978 366872 3826 6513 56117 1942570 49556 3369 5672 163 42 95 45 1017 582 348 763 1261 1434 312 306 546
internal_value=0 4.54283e-05 6.7294e-05 3.38698e-05 0.00583703 -0.00959111 0.0113048 0.0140385 0.0168845 8.25489e-05 0.00105775 0.0143342 0.000488535 -4.50985e-05 -0.0014051 0.00015008 -0.0134356 -0.0160555 -0.00576576 -0.0100078 -0.0101465 -0.0129919 -0.0113547 0.000165829 0.00538743 0 0 -0.0149994 -0.000216131 0
internal_weight=0 37217.4 37196.8 37064.3 132.542 125.907 108.186 103.186 84.9313 36938.4 4512.91 134.804 4378.11 32425.5 4231.23 28194.2 94.506 79.1404 24.3564 22.6156 20.5648 18.8817 14.8894 31.4012 17.5766 13.8246 18.2548 16.8125 4.99995 15.3656
internal_count=2864322 2862750 2861405 2853474 7931 10128 7343 6881 4778 2843346 480979 10339 470640 2362367 416428 1945939 6766 5835 588 546 1345 1300 1572 3362 1753 1609 2103 407 462 931
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 9445586 12059764 264 521 96812 1 1590288 1 8 1 3072 2622258 308 9437184 320 6 2
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=40
num_cat=24
split_feature=3 11 10 0 2 3 1 2 1 1 0 3 2 0 0 13 2 0 1 3 2 7 0 8 7 1 3 0 1 3 0 3 2 2 13 13 1 2 7
split_gain=0.625188 0.455409 2.4017 8.27607 3.43194 4.2853 3.11979 2.90344 4.00717 3.93786 4.95916 3.02301 2.74224 2.51165 2.93616 2.99633 2.29212 3.71251 2.61817 2.05219 4.80562 2.48076 1.99588 1.73893 1.72135 2.06064 1.60765 1.49045 2.01741 1.65461 1.54652 1.35476 1.17422 1.10851 8.40783 1.42569 1.08915 0.922483 0.890229
threshold=18.500000000000004 0 1 14.500000000000002 2 2.5000000000000004 3 4 5 6 7.5000000000000009 3.5000000000000004 7 12.500000000000002 8.5000000000000018 8 9 2.5000000000000004 10 1.0000000180025095e-35 11 12 7.5000000000000009 13 14 15 4.5000000000000009 30.500000000000004 16 2.5000000000000004 26.500000000000004 4.5000000000000009 17 18 19 20 21 22 23
decision_type=2 1 1 2 9 2 1 9 1 1 2 2 9 2 2 1 9 2 1 2 9 1 2 1 1 1 2 2 1 2 2 2 9 9 1 1 1 9 1
left_child=1 16 4 7 13 19 12 8 -4 11 -11 -9 -7 14 15 -3 17 36 26 21 -21 -6 -20 -8 25 -15 -19 30 -29 -30 33 -10 -32 35 -35 -18 -1 -16 -34
right_child=-2 2 3 -5 5 6 23 9 31 10 -12 -13 -14 24 37 -17 27 18 22 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 32 -33 38 34 -36 -37 -38 -39 -40
leaf_value=0.0063960287997077789 -0.011766540700045946 0.011225329640279332 -0.017921657768057372 -0.024416877168533569 -0.004813386871256535 -0.01781153677726767 -0.0030302215707774249 0.014623497641728798 -0.0032979553001141757 -0.0016878556776924987 0.011166573186913401 -0.0015309506618599853 8.677891395110531e-05 -0.0016625090138265694 0.00059381340076659819 0 0.00037929445857365286 0.029338239855231221 -0.0086922530664057633 0.010224954724329868 -0.0025549772141894678 0.0051061492661888044 0.014175095600848373 0.0062296465412128082 0 0.035225291487552872 0 0.0014532441679010032 -0.025108943128463707 0 -0.0018881561841520315 0.011287609797188203 0 -0.002638434289383625 0.0071919179276392275 -0.0024129316080080542 -0.0046189725185677259 -0.016031269542910297 0.023456092971027541
leaf_weight=97.461451845621923 15.102575325159703 557.10076743176614 170.96097607212141 115.91398348892108 492.34809140020661 206.8502766834572 821.83076536795124 305.11931197717786 198.41021231003106 3097.3572506215423 300.1648438568227 121.56412134319544 91.109146942093503 5.677220749668777 9.607609305996446 415.96692925365642 18051.210321381317 94.713280165742617 58.010201880533714 833.37712552869925 379.12718227619189 438.423008395941 36.23694965580944 227.48198736994527 25.787873941008002 42.35439407126978 6.7885344127425915 52.328747877618298 58.829586124396883 12.301071078632956 5.8249359330511652 56.832014634739608 5.3520210468559526 6597.8849579369635 961.23500985419378 1995.7768147171591 206.92167001085181 43.604524517082609 31.2162822362734
leaf_count=12338 1584 64586 8099 2086 34590 12046 72993 5692 8503 65837 3639 2695 9769 508 1036 39748 1214669 8426 6072 47994 41878 23389 4071 7438 1890 3804 478 3538 5098 853 611 3238 418 966650 69376 67323 36329 3264 1695
internal_value=0 1.40605e-05 0.000641529 -0.000987151 0.0022519 0.000588369 -0.00367583 -0.000111454 -0.00762314 0.000718611 -0.00037577 0.0093609 -0.0120884 0.00704147 0.00504961 0.00662431 -0.000174599 0.00625213 0.0161165 0.00342335 0.00608399 0 0 -0.000621689 0.0230609 0.0286831 0.024483 -0.000309885 -0.0101878 -0.0179751 -0.000244055 0 0.0142724 -0.000292672 -0.00132362 8.31405e-05 0 -0.0121476 0.0185423
internal_weight=0 37229.1 8956.97 4366.32 4590.65 3490.55 1347.27 4250.41 426.203 3824.21 3397.52 426.683 297.959 1100.1 1026.28 973.068 28272.1 500.132 195.749 2143.28 1212.5 930.771 94.2472 1049.31 73.8195 48.0316 101.502 27772 123.459 71.1307 27648.5 255.242 42.3932 27606.1 7559.12 20047 304.383 53.2121 36.5683
internal_count=2864251 2862667 464722 99789 364933 250097 102246 97703 19840 77863 69476 8387 21815 114836 108634 104334 2397945 67714 19047 147851 89872 57979 10143 80431 6202 4312 8904 2330231 9489 5951 2320742 11741 2724 2318018 1036026 1281992 48667 4300 2113
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=1 1 8987411 560 530178 640 532 262180 1 17896448 844 108 1 1 5 256 326 8914956 10780896 1 1 592 590080 2
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=27
num_cat=19
split_feature=3 1 2 0 6 2 10 1 10 8 1 12 2 1 3 7 2 7 0 2 3 8 2 3 6 0
split_gain=0.531005 0.509938 1.67179 0.414603 0.404929 2.50791 3.06251 3.58818 2.18986 4.69837 4.19681 1.54825 0.923571 4.11457 1.80889 1.26871 0.513309 3.3389 0.509406 0.23743 0.211366 0.210647 0.114467 0.121598 0.062177 0.00337869
threshold=18.500000000000004 0 1 145.50000000000003 2 3 4 5 6 7 8 9 10 11 1.5000000000000002 12 13 14 1.0000000180025095e-35 15 3.5000000000000004 16 17 36.000000000000007 18 1.0000000180025095e-35
decision_type=2 1 9 2 1 9 1 1 1 1 1 1 9 1 2 1 9 1 2 9 2 1 9 2 1 2
left_child=1 2 20 4 5 6 11 -8 9 -7 -10 -3 13 14 -6 -15 17 -14 -18 -5 -1 -21 -2 24 -24 -22
right_child=22 3 -4 19 12 8 7 -9 10 -11 -12 -13 16 15 -16 -17 18 -19 -20 21 25 -23 23 -25 -26 -27
leaf_value=0.0053155749272675371 0 0.0055599971586703786 -0.019489475657121436 0 0.018046714831733691 -0.0062237107709957086 0.0091916533238317732 -0.017326526508620904 0.015808359101320515 0.0077028557224485235 -0.00049568587069539561 0.02287778669094229 0.01268591885875921 0 -0.0018020236902915579 -0.018940877004832678 -0.00057185582319436979 -0.014758022010052906 0.00025500186285371023 -0.015426076588462918 0 0 0 0 -0.015200374479241935 -0.0012205941843152688
leaf_weight=47.633648074915982 0.97522090398706496 271.67850921961872 18.374008833852713 2.4226908825803548 48.421358847030206 971.54030838390463 53.829931650310755 61.095228310674429 175.45233184611425 276.40119960159063 472.3523624651134 92.518028987338766 125.24680223207361 31.024301300521984 45.931764689565171 123.42959010371123 10866.439994743396 16.219700991583522 23510.05078608893 12.168562772450967 1.8177460434089869 1.2899972647428501 0.84197496107663028 0.60159874797682356 12.249061939830419 3.3329468250449281
leaf_count=15697 110 45395 51706 219 5633 80138 1635 2325 2701 5473 7830 7656 32933 20236 5136 96846 1009973 4016 1464543 797 828 34 101 57 1275 813
internal_value=0 1.32752e-05 -0.00673483 4.1488e-05 6.12139e-05 0.00131814 0.00749554 -0.00406539 -0.000217565 -0.00279601 0.00420768 0.0121266 -1.70856e-05 -0.00565327 0.00728243 -0.0149707 2.13606e-05 0.00532669 0 -0.00941936 0.000959706 -0.0109801 -0.0108964 -0.0109587 -0.0145639 -0.000672015
internal_weight=0 37228.7 71.1583 37157.5 37141.6 2374.87 479.122 114.925 1895.75 1247.94 647.805 364.197 34766.8 248.807 94.3531 154.454 34518 141.467 34376.5 15.8813 52.7843 13.4586 14.6679 13.6926 13.091 5.15069
internal_count=2864106 2862563 69044 2793519 2792469 153153 57011 3960 96142 85611 10531 53051 2639316 127851 10769 117082 2511465 36949 2474516 1050 17338 831 1543 1433 1376 1641
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=2 2883632 2 10247046 1 56 1 1 277 1 1593344 800 2 16883713 3 3072 1 1088 2
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=19
split_feature=3 0 0 0 13 2 2 4 10 2 1 0 0 1 12 1 3 2 7 2 2 3 8 2 0 2 7 0 1 0
split_gain=0.510131 0.437164 0.472607 1.34496 1.31865 1.70759 1.39761 1.08558 1.05236 1.02577 0.786931 1.11159 0.496785 0.469687 0.418813 2.45019 6.21138 2.23815 1.34149 6.77896 6.28152 0.318943 0.283844 0.366612 0.228651 0.204776 0.151538 0.120587 0.0806765 0.0147951
threshold=18.500000000000004 141.50000000000003 62.500000000000007 44.500000000000007 0 1 2 3 4 5 6 69.500000000000014 136.50000000000003 7 8 9 4.5000000000000009 10 11 12 13 9.5000000000000018 14 15 60.500000000000007 16 17 52.500000000000007 18 122.50000000000001
decision_type=2 2 2 2 1 9 9 1 1 9 1 2 2 1 1 1 2 9 1 9 9 2 1 9 2 9 1 2 1 2
left_child=1 2 3 14 5 7 10 13 12 27 26 -12 -8 -4 18 16 -16 -17 20 -20 -1 24 23 -3 -11 -2 -6 -5 -29 -10
right_child=25 22 4 9 6 -7 8 -9 29 21 11 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003646153184818408 -0.011990311864572115 0 0 0 0.0045308230316935816 -0.0039539514449969584 0.020748068827593766 0 -0.0021241089760104122 -0.021495741263337347 0 -0.022869039022912617 0 0.029082900514114576 0.032470122297960993 0.011095380453568086 -0.014310314919906239 0.0001391527179954334 -0.01074450841254676 0.0013589566942607051 0.0005065884510214244 0 0 -0.014015721511830235 0 0 -0.002063451407499162 0 0.0072764466800010379 0
leaf_weight=5141.6051483165829 9.8220736518269387 3.1137498223688453 3.6306752571836114 3.3266023202450015 22.925904529984109 4.7527876692474811 23.557589902775366 2.5743466562125858 4.5683511649258461 39.811577798071085 3.4959716838784543 27.16420961311087 1.1481204908341158 25.49510115059093 48.290595383848995 151.89432665938511 12.762159063946454 10024.159993496607 443.80226117425445 9259.8330841923835 11953.402764475835 0.20464683882892032 1.674710552208128 15.359156351536514 3.714382490492425 4.7588005667494135 12.51871962007135 0.89328638254664838 1.0069923879345877 1.3900720374658702
leaf_count=702015 937 278 213 560 994 666 2144 202 166 3428 233 1718 106 826 3020 15270 808 507174 56315 697592 866641 19 45 1023 241 607 591 102 134 51
internal_value=0 0 6.1761e-06 -9.37834e-06 0.00537992 0.0164172 0 0.0218678 0.00959129 -0.0130511 -0.0083937 -0.0151054 0.0181834 0.029283 1.0317e-05 0.000560992 0.0161318 0.000374861 -0.000189251 0.000732771 -0.000730505 -0.0167826 -0.00933526 -0.0121949 -0.0201898 -0.0107115 0 0.00165241 0.00653998 -0.000472145
internal_weight=0 37238.1 37217.9 37084.7 133.222 36.4529 96.7689 31.7001 30.6641 48.9575 66.1048 30.6602 24.7057 29.1258 37035.8 10237.1 61.0528 10176.1 26798.6 9703.64 17095 43.7306 20.1476 18.4729 43.526 14.5809 35.4446 5.22688 1.90028 5.95842
internal_count=2864119 2862575 2861229 2853319 7910 1907 6003 1241 2467 4484 3536 1951 2250 1039 2848835 526272 3828 522444 2322563 753907 1568656 3688 1346 1301 3669 1544 1585 796 236 217
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 1048944 1051560 2 1 8389250 96 268 1 12 1118213 9 21075077 1337938 1 3076 2655024 5 400
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=40
num_cat=27
split_feature=1 2 6 2 1 3 2 7 7 2 7 0 0 1 2 1 2 0 2 0 2 3 1 0 0 0 2 7 0 0 5 2 1 2 0 2 4 1 2
split_gain=0.546985 1.31502 0.404632 2.74733 1.53668 1.8079 2.09256 1.45069 1.38168 2.14553 1.36524 1.39666 1.19201 3.6824 3.39101 1.71878 2.83072 2.63266 1.37258 0.999685 2.8706 1.82069 1.46072 1.31451 1.23412 1.11524 1.10177 1.00274 1.20954 0.989665 0.968491 0.894473 0.858703 1.16269 0.956638 1.46588 0.733883 4.77198 4.52421
threshold=0 1 2 3 4 1.0000000180025095e-35 5 6 7 8 9 3.5000000000000004 1.5000000000000002 10 11 12 13 3.5000000000000004 14 23.500000000000004 15 1.5000000000000002 16 39.500000000000007 68.500000000000014 141.50000000000003 17 18 12.500000000000002 5.5000000000000009 19 20 21 22 73.500000000000014 23 24 25 26
decision_type=1 9 1 9 1 2 9 1 1 9 1 2 2 1 9 1 9 2 9 2 9 2 1 2 2 2 9 1 2 2 1 9 1 9 2 9 1 1 9
left_child=1 -1 3 4 5 10 7 -7 9 -5 11 -2 13 18 -15 17 -17 -14 -6 26 22 -22 24 -24 31 -26 27 -4 30 -8 -29 -21 33 -10 35 -34 -28 38 -38
right_child=2 -3 19 8 12 6 29 -9 32 -11 -12 -13 15 14 -16 16 -18 -19 -20 20 21 -23 23 -25 25 -27 36 28 -30 -31 -32 -33 34 -35 -36 -37 37 -39 -40
leaf_value=0 -0.0030776204717811503 -0.018233419635022615 0.00047971572992551849 0.010378753118458229 0.011425651460366689 0 -0.013454006393226123 0.026214051944320794 -0.0059493482245016778 -0.012089188211329364 -0.013538752568983526 0.019173140511149787 -0.0086101632428017914 -0.012820873692335736 0.0096918868417265255 0.0030563931258467529 -0.0091959732288589419 0.0092973441670432169 -0.0025012676116992708 -0.005684536260873686 -0.02504622261203622 0 0.00058435733017662278 -0.01668009859922084 0.02218747056624152 0 0.00026619030784670068 -0.024760807357837405 0 0.0061824828527960824 0 0.009698497801502344 0.0014128530377431493 0.0087569237192061146 -0.00040508319123679076 0.018375373265959925 0 -0.00039274122244900691 -0.034086236165583012
leaf_weight=53.964765926528344 16.791430648416284 17.477895604049991 19.662884724461037 27.687902948528063 276.25435351779743 13.914924115408212 19.204476359751428 61.50598747190088 69.183567079802742 59.174369455889973 24.261692343658069 13.845739027776288 89.434277672553435 188.18604169489117 47.779452560069331 200.30306592013221 625.80228034727043 192.42233863612637 39.491395577322692 65.204447568510659 65.679015137196984 27.476791795575991 40.093066518194973 38.271752660511993 37.87365788500756 5.1446104012429705 28266.183320544493 45.569360294792205 5.2588284682715303 5.5584648665972045 5.521826845517352 18.952864537888672 139.69260353641585 61.225943985584308 9.0251321063842607 196.59004138117234 97.701430275687017 6002.0624773316522 46.431594926863909
leaf_count=17674 1729 51051 27391 3658 16199 372 2457 1671 6777 8610 1612 480 3970 8634 7617 13527 17707 5263 3908 2660 8384 3119 2042 2665 1366 279 1897523 64205 680 350 9649 1705 16562 7356 792 24012 14382 535420 70818
internal_value=0 -0.00697651 3.57057e-05 0.0012939 -0.000491215 0.00767767 0.0151413 0.0209087 0.00717903 -0.00154831 -0.00204206 0.00561538 -0.00159376 0.00178746 -0.00643122 -0.00355781 -0.00587485 0.00229788 0.00875508 -4.26929e-05 -0.00553232 -0.0170423 0.000614245 -0.00674035 0.00746905 0.0174604 9.27427e-07 -0.00971785 -0.0151118 -0.00219505 -0.0212583 0 0.00935078 0 0.0119009 0.0133812 4.23602e-05 -0.000934679 -0.0168345
internal_weight=0 71.4427 37164.4 2377.34 1814.76 155.083 100.184 75.4209 562.58 86.8623 54.8989 30.6372 1659.67 551.711 235.965 1107.96 826.105 281.857 315.746 34787.1 298.696 93.1558 205.54 78.3648 127.176 43.0183 34488.4 76.0129 56.35 24.7629 51.0912 84.1573 475.717 130.41 345.308 336.283 34412.4 6146.2 144.133
internal_count=2864276 68725 2795551 153263 85496 8671 4850 2043 67767 12268 3821 2209 76825 36358 16251 40467 31234 9233 20107 2642288 22220 11503 10717 4707 6010 1645 2620068 101925 74534 2807 73854 4365 55499 14133 41366 40574 2518143 620620 85200
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=2 23920689 2 23176248 260 32 8 2 1315458 9 56 2138144 576 9232 2162728 9445808 116 1064960 6 2 288 321 9177219 1311298 2 13 9012273
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=26
num_cat=17
split_feature=1 2 3 0 6 0 13 2 2 2 10 1 1 2 0 0 2 5 3 2 8 3 2 1 0
split_gain=0.507872 1.41996 0.388818 0.358335 0.411 2.32965 6.78405 5.67046 2.36198 1.95461 2.27203 1.86212 0.721691 6.43682 4.32195 3.16227 4.74917 2.67553 2.33377 0.246646 0.206723 0.166598 0.141619 0.0899027 0.00532283
threshold=0 1 18.500000000000004 145.50000000000003 2 12.500000000000002 3 4 5 6 7 8 9 10 13.500000000000002 13.500000000000002 11 12 5.5000000000000009 13 14 3.5000000000000004 15 16 1.0000000180025095e-35
decision_type=1 9 2 2 1 2 1 9 9 9 1 1 1 9 2 2 9 1 2 9 1 2 9 1 2
left_child=1 21 3 4 12 9 8 -8 -7 11 -11 -6 13 18 -15 17 -17 -14 -2 -5 -21 -1 -4 -24 -23
right_child=2 -3 22 19 5 6 7 -9 -10 10 -12 -13 15 14 -16 16 -18 -19 -20 20 -22 24 23 -25 -26
leaf_value=0.0045588138319256682 -0.019735840519978835 -0.018514157395039262 0 0 0.018121745943135367 -0.0047804242509561258 -0.016788290451014515 0.013544812730721559 0.024021977866696083 -0.0039315684636437439 0.0033550495880611542 1.8745312786198361e-05 0.0026589616099096918 -0.0010455613813763755 0.017100902875898751 -0.017674341968456655 -3.201208803069774e-05 -9.5863015173011285e-05 0.0042861384687058164 -0.014997585245706858 0 0 0 -0.012372672252740823 -0.0017067201618843062
leaf_weight=48.192375951384747 218.16136850386647 17.675555312536744 3.942484022874849 2.330992219154723 69.196733925276931 7.1646841116016731 106.49318086681888 61.185802086023614 158.79163538105786 1164.8322950990041 603.09525606967509 203.25400545547382 3979.385401798947 1821.544016644646 110.92012619005982 208.04782034797245 498.83363961084979 27917.763579473864 14.050709551382168 11.981469026766716 1.2788782753050316 1.8123716309492 1.063697402831167 8.9203914849495014 3.49761961895274
leaf_count=15776 185920 51869 399 206 9796 671 4116 3518 5480 93590 11067 24650 451951 265756 8070 17854 23851 1673480 12597 803 34 811 83 969 836
internal_value=0 -0.00675423 1.35442e-05 3.26859e-05 5.15533e-05 0.00131903 0.00869298 -0.00399045 0.021688 0 -0.00125752 0.00730802 -2.74319e-05 -0.0017848 8.81935e-05 8.21073e-05 -0.00638004 0.000240599 -0.0161964 -0.00879213 -0.0106057 0.000180672 -0.00936837 -0.0102695 -0.00112068
internal_weight=0 71.1779 37172.2 37158.3 37142.7 2374.01 333.635 167.679 165.956 2040.38 1767.93 272.451 34768.7 2164.68 1932.46 32604 706.881 31897.1 232.212 15.5913 13.2603 53.5024 13.9266 9.98409 5.30999
internal_count=2864153 69292 2794861 2793410 2792367 152888 13785 7634 6151 139103 104657 34446 2639479 472343 273826 2167136 41705 2125431 198517 1043 837 17423 1451 1052 1647
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=2 19660849 1 1 1313324 2884736 1858180 1 24 28 1080196 8916508 1 3072 1 1089 256
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=40
num_cat=26
split_feature=4 3 2 2 3 7 2 1 0 5 0 1 2 1 2 2 1 3 7 2 2 2 1 3 1 0 0 1 7 0 7 0 2 0 1 2 2 3 0
split_gain=0.466059 3.344 6.25223 3.78911 1.94801 5.69452 4.90292 4.60247 6.16414 4.12934 3.67306 4.09747 4.05033 2.51386 2.25643 2.02655 2.02639 1.75354 3.66959 3.80986 2.27509 1.74373 1.52268 1.94999 1.36271 1.17315 1.15755 1.14346 1.52225 1.11378 1.02726 0.950714 0.948578 0.912884 0.840694 6.73711 3.72067 2.87638 2.49234
threshold=0 1.5000000000000002 1 2 4.5000000000000009 3 4 5 1.5000000000000002 6 1.5000000000000002 7 8 9 10 11 12 5.5000000000000009 13 14 15 16 17 7.5000000000000009 18 4.5000000000000009 3.5000000000000004 19 20 3.5000000000000004 21 16.500000000000004 22 2.5000000000000004 23 24 25 1.0000000180025095e-35 8.5000000000000018
decision_type=1 2 9 9 2 1 9 1 2 1 2 1 9 1 9 9 1 2 1 9 9 9 1 2 1 2 2 1 1 2 1 2 9 2 1 9 9 2 2
left_child=17 2 27 -3 10 7 25 8 -6 -8 12 14 16 -14 -12 -9 -5 34 19 24 33 -13 23 26 -19 -7 -21 28 -2 -30 -29 -31 -24 -20 35 37 -37 -1 -38
right_child=1 3 -4 4 5 6 9 15 -10 -11 11 21 13 -15 -16 -17 -18 18 20 22 -22 -23 32 -25 -26 -27 -28 30 29 31 -32 -33 -34 -35 -36 36 38 -39 -40
leaf_value=0 -0.0075083777713234878 -0.011464388047059196 0.023628705310400087 0.004514550327290489 0.020036156394684923 0.019179216544051563 -0.01317338620290822 0.012607680997397617 0 0.0027214727980838307 -0.0037654898533202351 -0.0042628282508673032 0 -0.014226551823086152 0.014286763357716099 -0.00092048391238299201 -0.0035664648550544353 0 -0.0070559095303988767 0.010817187424695623 -0.024146658610153249 0.004533619349610221 0 -0.013762572638215934 0.02372322488367884 0 -0.0018471646691232352 0 0 0.024046440074849372 -0.012458582935747897 0 -0.011692129072744759 0.010981423258742483 0.00018674883645364073 0.0029054110161285378 -0.024311580072606458 0.038313087644551332 0.0028425427728245509
leaf_weight=46.962644853527308 12.768660400877707 319.18784200698428 116.39435970504564 347.31576087656504 340.04982181296873 63.324193135849782 497.13022906774131 83.633638723928016 214.13606268459989 183.2204876892647 44.911303172826592 664.47477610850183 165.92374718654901 519.10079422297349 285.26970553225692 882.64165979412792 1241.1098957701688 30.621034527779557 32.058504261236521 142.4584303325064 94.326217892608838 270.28936201790566 82.438873365259496 28.0969301348523 41.876231592868862 12.202093663043341 52.366846108867321 133.21768790850183 63.851346161914989 38.969038315000944 67.425919529297971 1.8872117437422264 207.00686845209566 20.079771700926358 29321.295138268484 443.656654829334 72.75677722564069 46.29376927249541 15.53509968635626
leaf_count=39337 1165 60920 15023 36214 29794 9486 28566 9681 13356 20318 6667 39549 14260 154920 22581 58513 115077 2514 3925 10052 4855 33694 6869 2109 3731 1078 2442 14694 6283 3745 6858 185 12856 1578 1915379 43057 86804 22631 3458
internal_value=0 -0.00077767 0.00730607 -0.00143175 -0.000752777 0.00143754 -0.00530183 0.00502098 0.0119922 -0.00841787 -0.00224828 0.0018773 -0.00466854 -0.0109421 0.0108793 0.000406903 -0.0015478 0.000147962 -0.00456954 -7.59568e-05 -0.0167939 -0.00132988 -0.00393083 0.00119353 0.016212 0.0133668 0.00628653 -4.5337e-06 0.0058008 0.0111238 -0.00504943 0.020704 -0.00845381 0 0.000277635 0.00381737 -0.000635587 0.0240353 -0.0161253
internal_weight=0 6568.44 434.514 6133.92 5814.73 2276.34 755.877 1520.46 554.186 680.351 3538.4 1264.95 2273.45 685.025 330.181 966.275 1588.43 30677.8 731.33 584.865 146.464 934.764 512.368 222.922 72.4973 75.5263 194.825 318.12 117.476 104.708 200.644 40.8563 289.446 52.1383 29946.5 625.205 531.949 93.2564 88.2919
internal_count=2864224 702627 47953 654674 593754 170792 59448 111344 43150 48884 422962 102491 320471 169180 29248 68194 151291 2161597 50931 40573 10358 73243 34328 14603 6245 10564 12494 32930 11378 10213 21552 3930 19725 5503 2110666 195287 133319 61968 90262
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 13443366 789000 1 10580112 652 2 582 4210850 256 1218 5313 550 5 8426700 3457110 2166960 292 648 640 4 9 4196624 9 1310878 2130976
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=40
num_cat=27
split_feature=1 2 2 8 3 3 12 0 11 1 0 1 10 0 3 5 1 2 11 2 1 13 3 1 1 7 1 3 3 3 1 1 3 5 7 7 2 7 3
split_gain=0.52613 1.09369 0.514094 10.1496 4.81428 9.06515 6.61319 5.2398 4.4491 4.33162 3.05146 3.47301 2.6592 2.28094 2.08065 5.90175 4.00866 2.96351 2.88941 2.58607 2.27339 2.24724 1.95052 1.89505 1.7218 1.77195 1.28171 1.04696 0.994752 0.926248 0.854336 0.673778 3.72109 4.94237 7.4313 7.0303 3.02184 2.95639 2.50925
threshold=0 1 2 3 1.0000000180025095e-35 3.5000000000000004 4 1.0000000180025095e-35 5 6 1.5000000000000002 7 8 6.5000000000000009 6.5000000000000009 9 10 11 12 13 14 15 11.500000000000002 16 17 18 19 1.0000000180025095e-35 14.500000000000002 11.500000000000002 20 21 1.0000000180025095e-35 22 23 24 25 26 2.5000000000000004
decision_type=1 9 9 1 2 2 1 2 1 1 2 1 1 2 2 1 1 9 1 9 1 1 2 1 1 1 1 2 2 2 1 1 2 1 1 1 9 1 2
left_child=1 -1 3 4 7 6 8 24 -6 12 11 -7 -9 -12 31 17 18 20 22 -18 21 -16 -17 -5 -2 -26 -19 -25 -29 -21 -8 38 33 35 -35 -33 37 -34 -4
right_child=2 -3 14 23 5 10 30 9 -10 -11 13 -13 -14 -15 15 16 19 26 -20 29 -22 -23 -24 27 25 -27 -28 28 -30 -31 -32 32 36 34 -36 -37 -38 -39 -40
leaf_value=0 0.00051371336151499172 -0.017505077055444792 0.00035783083373718152 0 -0.011964877232126036 0 0.0071282382187503983 0.0085697549418877368 0.0016898018540366854 0.022209674400285338 -0.0040601985468493142 0.020258331383747514 -0.0074342451254240565 0.014450481528796242 -0.0039847747618933808 0.037254501613468431 0.013207183136472496 0.00071496770445275953 0 -0.013380643002197577 -0.012014498481771942 0.0097408464206437083 0 0 0.0017803215518521966 -0.020260048124364698 -0.019404991587344905 0.05096949474831497 0 0 -0.0020979260659114061 -0.005409820259273411 0.0058309704958341051 0.023938839399611694 -0.013358790441886285 0.0019551274200377612 0.0047646894380156644 2.4078821215063527e-05 -0.0024303621952955334
leaf_weight=56.769731120581127 177.27338998790947 14.546154640465828 11084.227252664015 20.070246939081699 1106.1618434357188 159.37992912676418 314.88135561812669 316.92892632621806 246.86118000367424 208.1021485006786 270.86098296259297 211.35128045577585 103.54549307422712 55.480131631920813 376.93120332322724 51.151207096278085 34.899851746071363 10.567892026680054 28.014710838353494 98.69440755865071 186.34479430427018 138.74192501557991 9.1121193006692902 4.0655406140722326 20.863011767734861 62.659146659938415 216.56791208157665 32.965200336533599 2.3677314557135096 22.869445532531245 62.96755858103279 3021.9552947774027 951.54919907640578 129.37698586492115 38.83602659200551 2145.7640114778333 2259.3393837243493 8537.5701848995741 4453.890477621826
leaf_count=22857 25377 46412 710718 1046 192264 17124 28099 35641 26386 32031 27449 39138 3956 4694 18977 6429 3890 3232 2303 9072 10331 4097 925 295 4739 22161 21462 2032 169 2208 5218 291464 49268 14361 4447 140797 272287 477852 283000
internal_value=0 -0.0068731 9.26108e-06 0.00118542 0.000199616 -0.00201895 -0.00597007 0.00645076 -0.00927403 0.0113739 0.00722083 0.0130671 0.00364903 0 -0.000100652 -0.00418596 0.00837277 -0.00796515 0.0214867 -0.000793643 -0.00363503 0 0.03212 0.0344495 -0.00433262 -0.0135322 -0.017379 0.0396984 0.0484921 -0.00894469 0.00493727 4.08471e-05 0.000482016 -0.00167532 0.0136295 -0.00230701 0.00148949 0.000659896 -0.000424985
internal_weight=0 71.3159 37173.2 3376.79 3317.32 2427.94 1730.87 889.372 1353.02 628.577 697.072 370.731 420.474 326.341 33796.4 1173.9 244.742 929.154 88.278 156.464 702.018 515.673 60.2633 59.4687 260.796 83.5222 227.136 39.3985 35.3329 121.564 377.849 32622.5 17084.4 5335.93 168.213 5167.72 11748.5 9489.12 15538.1
internal_count=2864208 69269 2794939 467819 464277 340372 251967 123905 218650 71628 88405 56262 39597 32143 2327120 82926 24827 58099 9657 15170 33405 23074 7354 3542 52277 26900 24694 2496 2201 11280 33317 2244194 1250476 451069 18808 432261 799407 527120 993718
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=2 33358897 29470917 1 1 1 896 772 1 2 604 1065008 1 1808 452 1 256 880 2 28 464 208 2 5 1 16946 4
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=29
num_cat=14
split_feature=3 0 0 10 0 2 7 3 2 1 2 3 1 3 0 0 2 3 3 2 2 8 2 3 1 1 0 3
split_gain=0.409131 0.364248 0.360135 1.02119 0.969226 1.08482 0.91322 1.76507 0.687671 0.380017 1.19891 0.361153 4.98875 0.612896 0.350612 0.397813 0.325493 0.336047 0.279649 0.200959 0.187076 0.199665 0.144215 0.106418 0.104422 0.0817861 0.0526047 0.0308629
threshold=18.500000000000004 145.50000000000003 60.500000000000007 0 44.500000000000007 1 2 3.5000000000000004 3 4 5 8.5000000000000018 6 7.5000000000000009 78.500000000000014 135.50000000000003 7 2.5000000000000004 8.5000000000000018 8 9 10 11 3.5000000000000004 12 13 133.50000000000003 4.5000000000000009
decision_type=2 2 2 1 2 9 1 2 9 1 9 2 1 2 2 2 9 2 2 9 9 1 9 2 1 1 2 2
left_child=1 2 4 6 9 25 7 8 -4 10 23 13 -13 -11 -5 -16 26 -18 -7 -9 -3 -22 -2 -1 -24 27 -8 -6
right_child=22 20 3 14 5 18 16 19 -10 11 -12 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0036741647814537968 0 0 0 0 0.0070759842680615248 -0.019910776165088483 0.0049778576557299873 0 0.021204374123366343 3.6865427928741589e-05 -0.017052106942977652 -0.0095687515233647668 0.009772154269895689 -0.0043777988428787551 -0.013792056689885306 0 -0.012217963137563272 0 0 -0.0068915798424379424 -0.014508009599433809 0 0 0 -0.01273344971712561 0 0 0
leaf_weight=48.857485471828113 3.9393043333839142 2.641847092891112 10.470603080379076 6.3594960826449123 4.5313045105140191 36.018163393047871 6.1100919786840677 2.7456114389933646 66.002322388114408 36188.22583737399 15.454172531572111 160.72827264750958 328.26593786408193 287.22942356079875 16.241344904527072 2.3063518274575463 16.23262954043458 5.4937587258173144 0.30193748755846073 9.195800075773148 11.750360288424416 1.2751555293798436 0.9978134841658175 4.7769558548170599 9.1257981233356951 2.1861147402669303 0.62460129684768606 0.21926238108426321
leaf_count=17086 396 228 878 154 615 3111 583 272 3902 2722639 49567 11399 26066 20547 407 60 1035 393 32 679 789 34 81 1784 1063 359 60 23
internal_value=0 0 8.82171e-06 0.00458012 -4.26308e-06 -0.0115004 0.00922663 0.0129796 0.0195717 1.03686e-05 -0.00586835 3.57921e-05 0.0026552 0 -0.00488789 -0.00996199 -0.000169393 -0.0069335 -0.0163142 -0.00279186 -0.00892736 -0.0101941 -0.00964398 5.80974e-05 -0.0105134 0.00218628 0.0024903 0.00496453
internal_weight=0 37234.2 37218.6 141.783 37076.8 43.2568 116.875 88.4143 76.4729 37033.5 69.0886 36964.4 488.994 36475.5 24.9072 18.5477 28.4611 21.7264 36.3201 11.9414 15.6674 13.0255 14.0629 53.6344 10.1236 6.93668 6.73469 4.75057
internal_count=2864242 2862702 2861651 8423 2853228 4140 7802 5731 4780 2849088 68437 2780651 37465 2743186 621 467 2071 1428 3143 951 1051 823 1540 18870 1144 997 643 638
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 8389314 9 263064 2 2884656 288 10487058 2360080 3072 1 1089 256 228
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=27
num_cat=18
split_feature=1 2 3 0 6 2 1 7 2 0 12 1 1 2 0 0 0 2 5 2 8 2 1 0 2 0
split_gain=0.459014 0.929318 0.379178 0.364018 0.353124 2.15142 1.39917 1.05682 1.84408 0.912046 0.800439 0.709946 0.614474 5.05507 3.58935 2.85323 2.5693 3.93937 2.24114 0.179278 0.196962 0.116294 0.0739497 0.0553038 0.0155749 0.0674398
threshold=0 1 18.500000000000004 145.50000000000003 2 3 4 5 6 2.5000000000000004 7 8 9 10 13.500000000000002 2.5000000000000004 13.500000000000002 11 12 13 14 15 16 10.500000000000002 17 1.0000000180025095e-35
decision_type=1 9 2 2 1 9 1 1 9 2 1 1 1 9 2 2 2 9 1 9 1 9 1 2 9 2
left_child=1 23 3 4 5 7 9 8 -2 -7 -8 -9 13 15 -15 -6 18 -18 -14 -5 -21 -4 -23 24 -1 -26
right_child=2 -3 21 19 12 6 10 11 -10 -11 -12 -13 16 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27
leaf_value=0 -0.014027939887976388 -0.016152493306545859 0 0 -0.022025376236366283 0 -0.0025051912654293512 0.013336087883553586 0.0071008649119773315 0.020180756218290467 0.0017513213280105388 0.0024945657814497337 0.0024448405230867898 -0.00093385884180300868 0.015765428341810134 0 0.010652816799577603 -0.0086943971797787713 -7.3167419823522395e-05 -0.014342981117479612 0 0 -0.011888964807898004 0.0041178025097317874 0 -0.0039710422155508412
leaf_weight=5.423532417138631 32.740203634864883 14.859327368536468 4.0684384632040729 2.6773135922849178 149.27771112168739 20.404396672238363 1234.3547692728825 196.43544893032958 44.517912650437211 26.622401949600317 573.75549117429182 246.39506411984985 3987.3846210781085 1800.5125468861406 108.04749756898673 103.345820692095 78.350351469300222 623.7518451793876 27911.793738883109 11.679720908403395 1.2751555293798436 1.1406141384504735 8.6600446725642506 2.615499824518337 23.966562751276797 23.911912113886501
leaf_count=8828 5276 47678 397 238 171074 3783 64910 28428 6025 1433 19153 23704 452414 267165 7539 26741 7307 34254 1673586 802 34 85 927 654 6966 4847
internal_value=0 -0.00642057 2.51329e-05 4.41149e-05 6.30564e-05 0.00123624 -0.000250045 0.00669057 -0.00102547 0.0119068 -0.000979422 0.00863151 -9.47849e-06 -0.00163415 8.56723e-05 -0.0138881 9.09057e-05 -0.00575078 0.000234188 -0.00883851 -0.0100584 -0.00923691 -0.00992523 0 0 -0.00133129
internal_weight=0 70.7768 37167.2 37153.3 37137.7 2375.23 1855.14 520.089 77.2581 47.0268 1808.11 442.831 34762.5 2161.18 1908.56 252.624 32601.3 702.102 31899.2 15.6322 12.9549 13.8691 9.80066 55.9175 53.302 47.8785
internal_count=2864248 68973 2795275 2793866 2792792 152712 89279 63433 11301 5216 84063 52132 2640080 472519 274704 197815 2167561 41561 2126000 1074 836 1409 1012 21295 20641 11813
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=2 33358001 2 1858502 4 2 542980 1 668 28 1081092 3215808 1 3072 1 3137 256 9175056
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=40
num_cat=23
split_feature=2 3 3 1 1 7 0 0 7 1 1 0 3 8 7 0 0 1 6 12 0 7 0 0 2 1 0 5 7 2 6 3 1 7 0 3 1 0 5
split_gain=0.317418 2.41129 3.76739 3.45648 2.91399 2.71596 2.78506 2.31968 2.07588 3.39997 2.84574 1.85623 1.81122 1.26755 1.20293 1.00877 0.895163 0.891038 0.704468 0.601246 0.591469 0.568674 0.484307 0.833358 8.44163 12.3065 3.68848 3.36973 2.84333 3.91023 2.45219 2.64402 2.36048 0.721833 1.00561 0.687688 0.608245 3.80661 5.64876
threshold=0 4.5000000000000009 2.5000000000000004 1 2 3 1.5000000000000002 12.500000000000002 4 5 6 23.500000000000004 1.0000000180025095e-35 7 8 72.500000000000014 3.5000000000000004 9 10 11 1.0000000180025095e-35 12 141.50000000000003 15.500000000000002 13 14 39.500000000000007 15 16 17 18 3.5000000000000004 19 20 20.500000000000004 5.5000000000000009 21 3.5000000000000004 22
decision_type=9 2 2 1 1 1 2 2 1 1 1 2 2 1 1 2 2 1 1 1 2 1 2 2 9 1 2 1 1 9 1 2 1 1 2 2 1 2 1
left_child=1 2 3 5 14 6 -1 8 9 -5 -10 -8 -9 17 18 -14 20 19 -4 -3 -7 -6 23 36 25 26 35 28 32 -30 31 -29 -26 34 -27 -25 37 -2 -39
right_child=22 13 4 7 21 16 11 12 10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 33 -28 30 29 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=0 -0.00031799991287881856 -0.022202055372910378 0.013373305796716535 -0.0011777067245303974 0 -0.0016524135274637649 0.031816080738004841 0 -0.0018323061626570579 0.023382769063156127 -0.014330258413099126 0 -0.029446604275001301 0.0035461878596068242 0 0 -0.010677852038230476 0 0 0 0.010653382362632477 -0.0095826617430588741 -0.009971661474965348 0.060353844075116764 0.017140215793988948 -0.0027992734541408054 0 -0.026687558754657587 0.012823844341438101 -0.013934752180161875 0.0063146579411069619 0.003544820154970014 0 -0.008505434143413362 0.011901595064587564 0 -0.00023387200474154327 0.0022029070290618125 0.017851756900469438
leaf_weight=54.170973326017702 7344.002139784714 86.537795725394972 383.75401223163863 145.98418416109052 30.681830097528291 16.735450760206732 61.99720792107837 14.357298986869862 1043.101557633403 34.871362595724349 213.26563330419594 4.4145976254076222 47.030399843177292 8.3391711208969337 50.823818443284836 4.8124682615161865 48.316787599374948 59.083540634492238 9.8023325338144769 30.904995171353221 27.629424377420946 70.721807971049202 17.253300411626697 48.127977287513204 98.235489197890274 37.737194028391968 11.884804901201276 90.310424599287217 29.707203734084032 168.22093035723083 7.5189119055867186 8.5339385562692751 226.08652818278642 36.465512404043693 50.163487373501994 1.1886188992066298 24575.206542828208 1789.3388685706741 251.56952098225884
leaf_count=46546 557068 7497 34586 14566 12356 14508 16580 1163 94305 5291 47198 561 4421 401 4615 567 5618 24476 950 2143 11501 30897 1137 3380 3538 2782 983 11377 2810 5074 696 819 7387 2580 3923 101 1786507 69554 23845
internal_value=0 -0.00108671 0 -0.00243687 0.00688595 0.00810479 0.016516 -0.00428211 -0.00298678 0.00557679 -0.00456193 0.0278097 -0.0200294 -0.0112227 0.0103888 -0.0263222 -0.00225753 -0.0137868 0.0122828 -0.0174908 0.00318325 -0.00542636 8.24526e-05 0.000104675 0.00321085 0.0199525 0.0463091 -0.00222862 0.000809758 -0.00717693 -0.0164067 -0.0215314 0.00673794 0 0.0036314 0.0591718 1.86114e-05 0.000709759 0.00450737
internal_weight=0 2447.34 2262.47 1716.69 545.784 213.264 120.583 1503.42 1437.22 180.856 1256.37 66.4118 66.2002 184.866 444.38 51.8429 92.6817 176.526 393.556 117.443 44.3649 101.404 34791.6 34774.3 814.181 185.568 61.2014 628.613 522.25 197.928 106.363 98.8444 324.322 124.366 87.9007 49.3166 33960.1 9384.91 2040.91
internal_count=2864307 380746 346229 262825 83404 95314 63687 167511 161360 19857 141503 17141 6151 34517 40151 4988 31627 34116 35536 9640 26009 43253 2483561 2482424 45450 13749 4464 31701 18809 7884 12892 12196 10925 9285 6705 3481 2436974 650467 93399
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=542728 44 929 1 12 449 448 1 3 416 1 1 6 1118672 284 2 1 2106370 1 142 5 577 2
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=40
num_cat=25
split_feature=1 2 3 2 3 1 0 10 5 2 2 7 3 2 5 10 0 1 5 3 8 3 2 2 1 2 1 1 2 0 6 1 3 0 3 0 3 0 2
split_gain=0.38444 1.01695 0.335306 0.590709 0.359578 4.27941 2.19443 1.81215 1.71116 0.743634 0.551875 0.784509 0.549849 4.59867 4.73966 1.63651 0.760837 0.60405 5.43919 8.46757 4.75631 1.19706 4.27046 1.23586 0.594784 0.542609 0.504321 0.480553 0.396168 0.304179 0.544705 0.35785 0.328502 0.271907 0.16588 0.113565 0.106916 0.102223 0.0926657
threshold=0 1 15.500000000000002 2 8.5000000000000018 3 5.5000000000000009 4 5 6 7 8 7.5000000000000009 9 10 11 1.0000000180025095e-35 12 13 5.5000000000000009 14 5.5000000000000009 15 16 17 18 19 20 21 2.5000000000000004 22 23 36.000000000000007 5.5000000000000009 13.500000000000002 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 24
decision_type=1 9 2 9 2 1 2 1 1 9 9 1 2 9 1 1 2 1 1 2 1 2 9 9 1 9 1 1 9 2 1 1 2 2 2 2 2 2 9
left_child=1 36 4 37 12 7 10 8 28 33 -7 -12 17 15 24 26 -16 21 19 -19 -20 23 -23 -2 -15 -8 -14 -17 -6 30 31 32 -5 -9 -27 -11 -1 -4 -10
right_child=2 -3 3 29 5 6 25 9 38 35 11 -13 13 14 16 27 -18 18 20 -21 -22 22 -24 -25 -26 34 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0035641746178549597 0.0005467473539691206 -0.016163650095018325 0.0059941938269747188 -0.023494637643227428 0 0 4.45613646960088e-05 0.011354794123498777 0.0046424581955901252 -0.0087771729106869111 0.016197072087069744 0 0.023136017779372367 0 0.018225646861001216 0.0044021586610788963 0 0.0010532208394180814 -0.0080514800507719645 -0.016353732837905061 0.01573511358815809 -0.011899625460000243 0.0055844142321188808 -0.0010454058905968132 -0.022239592310991652 -0.015966322704241784 0 -0.0083452353966124073 -0.022447508998824597 0 0 0 0 0 0 0 -0.0012370332693469872 0 0
leaf_weight=49.904980453953613 19897.866236913589 14.866885654939322 1.1290799418638928 24.257693505380306 3.3537440886721015 41.566477677362855 3.935853477625642 41.286544544622302 2.9955179186654277 13.568826846312728 215.60202053826652 31.27411399121047 35.380183568719076 43.397122099195258 10.533452484014559 13.317545407451687 36.166780572180869 7352.774145221967 1260.9303404798156 259.65862476431357 54.594184929155745 113.37668514152756 1079.3565587904595 6350.0504505946919 127.8589424271122 17.119154854153756 5.5813766391074742 14.166113789658995 68.230727438814938 8.3427426558919233 1.4654404743050715 2.2833213741250828 0.31124438287224521 2.1458328971639267 1.5401510874507938 0.29008740838617164 5.3519092569767954 2.2808863386744633 22.700920755509291
leaf_count=18424 1100275 48641 211 1827 416 5609 437 1596 406 976 14304 2200 4273 2727 1481 737 3197 668150 252631 23173 3218 10250 64278 613441 6338 1111 1193 801 5928 659 134 306 33 109 110 18 1886 261 2376
internal_value=0 -0.00586418 4.30487e-05 -0.00683086 6.40658e-05 0.00274489 0.00953428 -0.00866771 -0.0162144 0.000885441 0.0127329 0.014114 1.9618e-05 -0.00411758 -0.0115071 0.0125918 0.00873765 6.38073e-05 -0.000638285 0.000358353 -0.00651255 0.000303727 0.00337426 0.000149204 -0.0195696 -0.00775373 0.0223055 0 -0.0223128 -0.0108967 -0.0152204 -0.0182604 -0.0186819 0.00826282 -0.0120998 -0.00579468 0 0.00130629 0
internal_weight=0 70.1238 37160.7 40.0704 37120.6 465.61 311.038 154.572 97.2809 57.2913 288.443 246.876 36655 286.402 217.956 68.4452 46.7002 36368.6 8927.96 7612.43 1315.52 27440.6 1192.73 26247.9 171.256 22.5952 40.9616 27.4837 71.5845 36.6604 28.3177 26.8523 24.5689 43.4324 18.6593 13.8589 55.2569 3.40997 25.6964
internal_count=2864141 68951 2795190 3431 2791759 35596 23771 11825 9126 2699 22113 16504 2756163 20747 13743 7004 4678 2735416 947172 691323 255849 1788244 74528 1713716 9065 1658 5466 1538 6344 2959 2300 2166 1860 1705 1221 994 20310 472 2782
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2 32309297 2130132 292 1 2 8389731 8914206 3 10491103 2 1 929 2 1 16288265 30944042 85 2360069 484 320 1152 1 481 8388932
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=40
num_cat=24
split_feature=3 1 2 2 3 2 0 4 3 5 8 2 7 3 12 3 3 13 3 2 0 7 1 10 0 2 2 2 10 1 0 3 11 10 0 2 0 0 4
split_gain=0.514944 2.66875 1.59294 1.52815 1.4606 2.88981 1.39407 1.17291 0.973441 0.645995 2.36464 0.851185 0.807875 0.999549 1.78093 0.9656 0.574724 0.523275 0.463697 4.70691 1.85892 2.16319 1.68625 1.45607 1.41011 1.37116 0.784615 0.625382 1.17694 1.12948 0.570401 0.511122 0.449144 2.38254 5.34092 2.23843 4.3736 2.21772 0.914091
threshold=9.5000000000000018 0 1 2 8.5000000000000018 3 5.5000000000000009 4 15.500000000000002 5 6 7 8 10.500000000000002 9 10.500000000000002 11.500000000000002 10 6.5000000000000009 11 1.5000000000000002 12 13 14 2.5000000000000004 15 16 17 18 19 8.5000000000000018 2.5000000000000004 20 21 14.500000000000002 22 2.5000000000000004 13.500000000000002 23
decision_type=2 1 9 9 2 9 2 1 2 1 1 9 1 2 1 2 2 1 2 9 2 1 1 1 2 9 9 9 1 1 2 2 1 1 2 9 2 2 1
left_child=4 3 16 8 18 -6 7 -7 -2 12 11 -11 13 17 -15 -14 -3 -5 27 23 22 24 -21 30 -22 -23 -24 28 29 -1 -20 -30 35 37 -35 36 -29 -34 -37
right_child=1 2 -4 9 5 6 -8 -9 -10 10 -12 -13 15 14 -16 -17 -18 -19 19 20 21 25 26 -25 -26 -27 -28 32 31 -31 -32 -33 33 34 -36 38 -38 -39 -40
leaf_value=0.00029298254922858634 0.025858124004238481 -0.0012933298202960281 -0.01810185876005382 -0.014158631755497334 -0.011042423638264081 0 -0.00092263428263379221 0.020441027724378374 0 0 -0.01158193895273185 0.018711925526743778 0 -0.0052635715119616995 0.016308545876415951 -0.01926189206520847 0.012622365021801125 0 0.028309181913293392 -0.012221076393724637 -0.011516463789695734 0 0.0050345268969072023 0 0.00223800668775275 -0.023844148902039869 -0.0049237933252790104 0 0.010283435125810363 -0.011374371831800059 0 0 0.0016624314301234269 -0.00018727511286152095 -0.020277766539422391 2.576700130786114e-05 0.021363824547300167 0.010763150034107069 -0.0015785874931410191
leaf_weight=65.51886702156844 14.410462644402289 7.41153981318348 107.29208359269251 21.824480806477368 17.108163680764847 12.597218640425126 11.118440277699845 123.86054698954104 1.8650335441925552 4.8507200640160608 12.632697424385695 42.070347457076423 12.796186323859727 24.495847745944047 49.477951962035149 33.509814863384236 8.1034281670290493 5.9116190024651614 38.450240265257889 55.328879441978643 77.266149377741385 13.048297470348189 297.74342641673866 18.603508427273482 154.10874939784117 97.209877731656888 41.723294894502033 211.86728086237417 31.919518453767523 174.91391264030608 1.7859909243998107 33.970014607999474 4042.3742770249228 4019.6823988854885 108.26922597270459 22743.555515998843 114.11370948847616 278.47148837463465 4107.8576240538896
leaf_count=60998 1916 775 8755 1471 1890 1072 746 9214 335 623 592 3889 877 2180 2268 2231 809 283 5442 5213 4703 1035 20103 1087 7995 5757 6943 27885 2063 72557 215 2284 321634 88963 1933 1666400 10796 17410 492814
internal_value=0 -0.00367867 -0.0137199 0.0020774 3.76558e-05 0.00867715 0.0139672 0.0177694 0.0170781 -0.000456307 0.00506385 0.0162148 -0.00486729 0 0.00682217 -0.0119361 0.002388 -0.00945033 0 -0.00235116 -0.00514326 -0.010296 0 0.0177362 -0.00192829 -0.019986 0.00262998 4.56414e-05 -0.00416499 -0.0078156 0.0264541 0.00387078 9.48744e-05 0.000734535 -0.00092887 -9.351e-05 0.0076534 0.00238808 -0.000209924
internal_weight=0 346.652 122.807 223.845 36892.5 164.684 147.576 136.458 16.2755 207.57 59.5538 46.9211 148.016 101.71 73.9738 46.306 15.515 27.7361 36727.8 795.268 736.429 341.633 394.796 58.8397 231.375 110.258 339.467 35932.5 306.322 240.433 40.2362 65.8895 35626.2 8448.8 4127.95 27177.4 325.981 4320.85 26851.4
internal_count=2864156 27004 10339 16665 2837152 12922 11032 10286 2251 14414 5104 4512 9310 6202 4448 3108 1584 1754 2824230 58493 51749 19490 32259 6744 12698 6792 27046 2765737 137902 133555 5657 4347 2627835 429940 90896 2197895 38681 339044 2159214
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=220 8421573 14952578 15206914 2 2 1 1113 1 1 1 4300 1 531 1 10485776 8389937 16513 1 553 1 1 16778240 2
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=40
num_cat=22
split_feature=2 3 8 0 1 3 1 11 3 0 4 1 1 10 1 3 11 3 1 0 0 11 12 3 2 0 3 0 3 0 2 0 12 1 3 10 7 1 2
split_gain=0.419702 6.90787 7.09513 5.07329 4.07388 3.48931 2.80194 2.48965 2.22391 2.37855 1.70428 1.63564 1.49371 1.40563 1.32512 1.06992 1.21832 1.0547 2.34556 0.726706 0.699325 0.656201 0.754544 1.20102 0.644277 1.03857 0.614972 0.577301 0.482192 0.479255 0.56026 0.428723 0.421863 3.05768 4.84577 2.20435 4.70779 5.035 3.60783
threshold=0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 3.5000000000000004 3 4 7.5000000000000009 1.0000000180025095e-35 5 6 7 8 9 10.500000000000002 10 9.5000000000000018 11 18.500000000000004 1.0000000180025095e-35 12 13 11.500000000000002 14 1.5000000000000002 14.500000000000002 53.500000000000007 16.500000000000004 2.5000000000000004 15 7.5000000000000009 16 17 4.5000000000000009 18 19 20 21
decision_type=9 2 1 2 1 2 1 1 2 2 1 1 1 1 1 2 1 2 1 2 2 1 1 2 9 2 2 2 2 2 9 2 1 1 2 1 1 1 9
left_child=1 3 5 -1 -5 7 15 10 9 -8 13 -4 20 -3 -12 16 -7 32 21 -14 -9 22 23 31 -20 -26 -13 -6 -10 -23 -31 -19 -2 34 -34 -35 37 -37 -38
right_child=17 2 11 4 27 6 8 12 28 -11 14 26 19 -15 -16 -17 -18 18 24 -21 -22 29 -24 -25 25 -27 -28 -29 -30 30 -32 -33 33 35 -36 36 38 -39 -40
leaf_value=-0.0033928451862021074 -0.00023142188595672085 -0.018358012667558671 0 0 0.034800371233097059 0.024044234635296494 0.0054125327991972902 0 0.016176045774252825 -0.017383039616409357 0.0052618340065734943 0.042664229362207012 -0.012928429448491936 0 -0.0089193166418994642 0 0 0.022355998105878263 0 0.00092151014491290172 0.013987733255143991 -0.0090484034269431076 0 0 -0.024674404352505282 0 0 0 0 0.0087046158223943165 -0.0050331622750977084 0 0.031593854947732598 0.0016583110659051049 -0.010344656331181756 0.01516334078174608 0.0043799634293556515 -0.00034518813827574742 -0.0090237798723038741
leaf_weight=65.045916762914203 25908.999186232068 276.43844355407782 13.601008070167154 61.554431242184364 115.74007898604759 67.978622662587441 28.701447130668384 10.158686085022053 20.604770700592784 95.564879645156907 80.45204730326077 20.72683398984373 40.508974991273135 59.464996370486915 87.213872807151347 8.3111161181586777 27.58011287834961 26.115167565760206 8.978071729958172 3.6278124758973709 69.806009366875514 57.349570299382322 78.668544786982238 23.580679307284299 63.497037329056184 33.668717300781282 2.2353674713522187 0.70696232281625171 1.545883069600676 18.474817069247365 6.2622381530236479 0.89341976022114877 50.159408133244142 5544.9246981589822 10.925993477925656 183.62589809997007 193.34276381274685 2867.4847304965369 1009.3643713910133
leaf_count=16396 2170761 39540 707 8534 13375 13898 6347 1120 2206 10438 10863 1282 3967 3435 29788 879 2621 2635 1504 319 5909 3382 4552 2400 5264 2726 159 77 168 1111 673 74 3034 393880 694 3795 6839 66818 21983
internal_value=0 0.00182867 -0.00197382 0.0159469 0.0239265 -0.00451279 0.00436555 -0.00854687 -0.00323115 -0.0101446 -0.011647 0.0290416 0.00190426 -0.0156151 -0.00101617 0.0147769 0.0188176 -7.30783e-05 -0.00555824 -0.00690045 0.00978647 1.56186e-05 0.00513723 0.012074 -0.0152955 -0.0177355 0.0339328 0.0319613 0.0127062 -0.00458769 0 0.0204146 -1.14145e-05 0.00053532 0.0178975 0.000323725 -0.00134457 0.000675255 -0.00655601
internal_weight=0 1157.57 914.521 243.047 178.001 877.958 250.287 627.671 146.417 124.266 503.569 36.5632 124.101 335.903 167.666 103.87 95.5587 36086.3 317.488 44.1368 79.9647 211.344 129.258 50.5893 106.144 97.1658 22.9622 116.447 22.1507 82.0866 24.7371 27.0086 35768.8 9859.83 61.0854 9798.74 4253.82 3051.11 1202.71
internal_count=2864153 172028 133646 38382 21986 131498 36557 94941 19159 16785 83626 2148 11315 42975 40651 17398 16519 2692125 24321 4286 7029 14827 9661 5109 9494 7990 1441 13452 2374 5166 1784 2709 2667804 497043 3728 493315 99435 70613 28822
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=29470849 1 154 625 1 2 768 912 1 832 1 724 1 1 262 263200 1 12 1 9 32 2359324
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=40
num_cat=27
split_feature=3 2 8 3 3 2 12 1 12 2 7 2 1 7 10 1 0 1 0 3 5 12 12 2 2 0 1 2 1 7 3 2 3 1 0 0 2 2 3
split_gain=0.345689 0.286804 8.07715 5.55106 7.32133 7.83723 4.59847 4.41414 4.24826 2.72145 2.42669 2.39504 2.35691 1.99769 1.77654 1.44203 1.39344 2.2481 1.28904 0.98809 4.35348 5.63389 3.6039 2.87432 2.77732 4.08261 2.21448 2.15984 1.5994 1.39455 1.36093 1.05925 0.763894 0.735294 2.27557 9.77567 3.88953 3.43161 2.87319
threshold=18.500000000000004 0 1 3.5000000000000004 1.0000000180025095e-35 2 3 4 5 6 7 8 9 10 11 12 2.5000000000000004 13 6.5000000000000009 6.5000000000000009 14 15 16 17 18 1.0000000180025095e-35 19 20 21 22 7.5000000000000009 23 13.500000000000002 24 8.5000000000000018 5.5000000000000009 25 26 1.0000000180025095e-35
decision_type=2 9 1 2 2 9 1 1 1 9 1 9 1 1 1 1 2 1 2 2 1 1 1 9 9 2 1 9 1 1 2 9 2 1 2 2 9 9 2
left_child=1 2 3 4 5 13 7 -6 9 10 -5 -8 -7 -1 32 -11 17 -10 -18 33 22 23 26 28 25 -24 30 -23 -22 -29 -21 -28 -4 34 35 37 -37 -3 -36
right_child=-2 19 14 8 6 12 11 -9 16 15 -12 -13 -14 -15 -16 -17 18 -19 -20 20 21 27 24 -25 -26 -27 31 29 -30 -31 -32 -33 -34 -35 38 36 -38 -39 -40
leaf_value=0 -0.0088317530885816641 -0.0089778132476188294 0.041562405323596736 0.022157247418492704 0 0.010232256199017638 -0.0064755945110311674 -0.01410315491624959 0.015222086498352572 0.008494598615821667 -0.00072192245007986569 0.0090241164645774412 -0.0027933109125338799 0.028012187151874663 0 -0.010329768289658507 -0.019924733567549407 -0.0079354250866678633 0 -0.0090864780789295229 -0.00079611222324110797 0.010993898722927791 -0.00662728558198423 -0.0043040091069645901 -0.015485777331725341 0.01178761321707795 0 -0.017908390583634963 0.028752136485109304 0 0.0095022870720194823 -0.017444881183923209 0 0.0003263565165370464 0.0012472840575422678 -0.0087744055687985958 0.014562727398751044 -0.00058186217802108685 -0.010583754912916576
leaf_weight=15.802469447604381 13.685258255020015 508.45483136715484 33.161417863098904 247.3120451219329 371.67901115235873 139.8472079718631 107.82525458734017 706.60746236749037 38.57008798152674 35.273921979824081 32.268221166174044 217.03150775888935 567.39068099587348 120.49071736875339 25.848197736777365 44.239605547423707 41.196028267964721 38.760502815479413 16.893810205394402 39.146939282130916 6.3387187760235992 13.93866155075375 172.62377694807947 15.283850281877674 54.91882447025273 236.65787009242922 40.077338203700492 68.135507790371776 104.35118213726673 41.975426859222353 57.495325733048958 314.25264535107999 0.77221397077664633 25861.763210525452 270.50149638808216 41.609278768592048 519.91708310254762 5578.6113898110925 466.3752484430006
leaf_count=1916 1497 84283 2568 38824 37926 40935 9248 154126 3702 4049 4861 18180 64874 16180 799 4820 2891 3875 944 4033 2599 1337 7304 2456 5046 8580 6460 5079 10805 3274 5944 20805 79 1793497 10593 3875 22953 423990 29007
internal_value=0 4.52462e-05 0.00101399 0 -0.00208682 0.00496975 -0.0065536 -0.00970369 0.00932363 0.014863 0.018818 0.00299339 0 0.0238104 0.0305334 0 -0.00358325 0.00252493 -0.0132109 -2.59949e-05 -0.00285707 0.00772834 -0.00621989 0.0210008 0 0.00333958 -0.0122864 -0.0052675 0.025307 -0.0113546 0 -0.015501 0.0398383 6.66873e-05 -0.000799147 -0.000158018 0.0120668 -0.00138844 -0.00597059
internal_weight=0 37213.4 2800.97 2741.19 2246.67 843.531 1403.14 1078.29 494.514 359.094 279.58 324.857 707.238 136.293 59.7818 79.5135 135.42 77.3306 58.0898 34412.4 1165.2 250.023 915.173 125.974 464.2 409.282 450.972 124.05 110.69 110.111 96.6423 354.33 33.9336 33247.2 7385.47 6648.59 561.526 6087.07 736.877
internal_count=2864214 2862717 410797 407351 343385 123905 219480 192052 63966 52554 43685 27428 105809 18096 3446 8869 11412 7577 3835 2451920 83722 25550 58172 15860 20930 15884 37242 9690 13404 8353 9977 27265 2647 2368198 574701 535101 26828 508273 39600
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=29466817 1 25231360 1 640 1 41152 3 8396928 60 4 1 632 672 2 1 1 263976 266300 84 2836 7 1 3166218 82 2887944 1067532
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=40
num_cat=22
split_feature=3 5 8 2 2 1 3 2 1 1 4 0 7 3 3 2 0 0 3 2 1 10 0 1 1 3 2 2 0 2 0 0 0 10 1 0 0 0 1
split_gain=0.406925 1.77331 2.30027 1.92143 1.78566 1.89434 1.19332 2.47476 1.11824 1.03658 1.03355 1.34903 0.836205 0.770976 0.660867 0.570255 0.485071 0.442 0.389786 3.59224 2.77215 1.46995 1.02361 0.432055 0.364826 4.39226 2.90865 2.45517 1.53912 3.36404 2.03344 0.330833 0.320515 0.275713 0.352778 0.226477 0.386189 0.336704 0.18454
threshold=9.5000000000000018 0 1 2 3 4 8.5000000000000018 5 6 7 8 6.5000000000000009 9 18.500000000000004 21.500000000000004 10 5.5000000000000009 26.500000000000004 7.5000000000000009 11 12 13 1.0000000180025095e-35 14 15 5.5000000000000009 16 17 8.5000000000000018 18 5.5000000000000009 7.5000000000000009 7.5000000000000009 19 20 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 21
decision_type=2 1 1 9 9 1 2 9 1 1 1 2 1 2 2 9 2 2 2 9 1 1 2 1 1 2 9 9 2 9 2 2 2 1 1 2 2 2 1
left_child=6 4 3 9 8 35 15 33 12 13 -9 -12 -2 16 32 38 -3 -7 24 21 22 31 -21 -23 25 27 -27 -17 30 -30 -26 -20 -14 34 -8 36 -6 -37 -1
right_child=1 2 -4 -5 5 17 7 10 -10 -11 11 -13 14 -15 -16 18 -18 -19 19 20 -22 23 -24 -25 28 26 -28 -29 29 -31 -32 -33 -34 -35 -36 37 -38 -39 -40
leaf_value=0 0 0.030777676029908226 -0.010608073325029312 -0.0048643757675049396 0.001990616856026996 -0.018283531640449456 0 0 -0.0038114249449755725 0 0.019425657463460578 -0.00053611092752777921 0.029528715346878238 0 0 0.0034772283443937988 0 0 0.021997725685402456 0.015523029553587126 -0.016534823507720869 0.0036305534606776626 -0.0012281609898480053 -0.0082655667803115448 0.00026000435292235327 0.010366763583318679 -0.014432648700566961 -0.00090035816522591398 -0.0040049881231990249 0.0058480799228904324 -0.0031449416192236702 0 0 0 -0.015046791418520569 0.011575039058589793 -0.0080840352211312173 0 -0.010148132101299671
leaf_weight=18.359450401112554 5.5742838503501844 47.504156182403676 17.641339984256774 9.345195213580153 27.160569485655287 152.56175910198363 1.1322122213896364 14.000798497785581 10.844656203858902 13.708420771683448 121.73642394486524 6.0506002085749051 14.646545616808002 1.187428262492175 1.0869946031889401 1531.1582875191707 3.259790207957848 0.82801334140822191 37.877961886959383 18.138946071368991 156.94756038928608 12.757987949065862 40.414299978379859 13.061613917816432 24234.499393893911 14.24187959631672 294.56721087591723 6839.4223370776817 411.44574680704682 1214.9264199309691 1860.0932733873487 2.4940629223128772 0.48145068448502648 9.2042672228999436 14.082375773665261 11.903962196840437 25.895276781724533 1.6816838628146786 40.008526245135727
leaf_count=51804 623 4271 870 1927 1693 9856 152 1184 1436 1683 8633 404 1485 125 120 218667 225 70 4932 1569 9304 695 2457 735 1716310 2065 24169 567892 29754 53396 86794 306 50 581 1990 830 1564 114 53440
internal_value=0 -0.00330289 0.00573354 0.0143668 -0.00793451 -0.0113337 0 0.00778471 0.00556632 0.0193888 0.0131852 0.016657 0.0145348 0.024287 0.0206349 -3.41098e-05 0.0291371 -0.0166607 -5.51537e-06 -0.00353235 -0.0101593 0.0112505 0.00366078 0 1.64278e-05 -0.00053869 -0.0117068 -5.12664e-05 0.000201561 0.00315803 2.47439e-06 0.0204875 0.0281357 -0.00884041 -0.0138848 0 -0.000458422 0.00718059 -0.00764167
internal_weight=0 345.312 92.6463 75.005 252.665 220.031 36906.6 166.207 32.6339 65.6598 141.788 127.787 21.7893 51.9514 16.215 36740.4 50.7639 153.39 36682 281.692 215.501 66.1916 58.5532 25.8196 36400.4 8679.39 308.809 8370.58 27721 1626.37 26094.6 40.372 15.128 24.4189 15.2146 66.6415 53.0558 13.5856 58.368
internal_count=2864175 26942 9101 8231 17841 14127 2837233 12944 3714 6304 10221 9037 2278 4621 1655 2824289 4496 9926 2719045 19998 13330 6668 4026 1430 2699047 812793 26234 786559 1886254 83150 1803104 5238 1535 2723 2142 4201 3257 944 105244
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=2 1 8694178 6324359 580 15206978 425 472 2 6 49153 10491094 84 1 320 90 8393352 3474512 13371152 1 512 72
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=40
num_cat=25
split_feature=2 8 3 0 1 3 1 7 4 11 1 5 1 0 7 1 11 3 10 3 1 12 4 5 2 2 0 3 2 0 0 3 3 0 12 1 3 10 7
split_gain=0.288555 5.78782 4.80296 2.87997 2.12465 1.88332 2.03119 1.86548 1.85124 1.65373 1.35858 1.29745 1.26623 1.23941 0.967312 0.95135 0.934925 1.03679 0.782596 0.71346 7.45192 2.93442 3.04552 1.89826 1.66401 1.30145 1.25341 1.18047 0.601125 0.576431 0.568532 0.510824 0.506432 0.449588 0.405276 2.65606 3.73569 2.07941 3.80517
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3.5000000000000004 3 4 5 6 7 8 9 1.0000000180025095e-35 10 11 12 10.500000000000002 13 7.5000000000000009 14 15 16 17 18 19 9.5000000000000018 17.500000000000004 20 6.5000000000000009 18.500000000000004 11.500000000000002 14.500000000000002 1.5000000000000002 21 22 4.5000000000000009 23 24
decision_type=9 1 2 2 1 2 1 1 1 1 1 1 1 2 1 1 1 2 1 2 1 1 1 1 9 9 2 2 9 2 2 2 2 2 1 1 2 1 1
left_child=1 2 3 -1 -5 9 16 8 -8 12 11 -11 13 -4 -6 -3 17 -7 -14 34 21 22 -21 25 29 -22 27 -24 -23 -25 -12 -26 -17 -30 -2 36 -36 -37 -39
right_child=19 15 5 4 14 6 7 -9 -10 10 30 -13 18 -15 -16 32 -18 -19 -20 20 23 28 26 24 31 -27 -28 -29 33 -31 -32 -33 -34 -35 35 37 -38 38 -40
leaf_value=-0.0032345573793792258 -0.00021750521305373408 0 0.012287392378482363 0 0 0.01984193218166487 -0.0055056133997580968 -0.014872126635339617 0.01527320011637855 0.016794156445432286 -0.01183647142728916 -0.00032400793682958528 -0.013446478022703554 -0.0055592077654329228 0.024317572477350169 0.040111772388192808 0 0 0 -0.0032816596955794102 0 -0.0034871804483249656 0.029237980024041793 0.020311170793791508 -0.010150009487106539 -0.016150240257121608 0 0 0.01627458911520446 0 0 0 0 0 0.028506440679515313 0.0016495411268221062 -0.0084628550908844215 0.00052675044421122454 -0.006037058657851267
leaf_weight=69.020672355934948 25626.647065197791 15.257800608407706 28.756607995976083 74.134893818278215 17.915246706368634 73.037286047925591 51.772096559376223 52.161476240478805 43.468538614495628 54.727684393408708 41.918838804383995 26.899756242753938 349.03828686827183 83.99532078330958 125.92779777815304 24.41633757844102 31.622366739320569 5.3255014178575939 61.346421085298061 20.088848905594205 51.110368743873551 133.11878338782117 97.203380035018199 18.959852352752936 67.886136772896862 307.64376218357938 3.7673850629071231 2.6792109753587274 5.2090910222614166 1.4047652162262227 4.1981326423119745 23.463800721568987 2.1783782453276208 7.080986499786377 51.209434193791822 5423.2947492846251 9.0583829190582019 2986.3228478790261 1174.6901202765293
leaf_count=18505 2138976 779 12558 10771 2019 14088 4718 6827 7805 4466 4157 2710 57523 13685 14387 1493 3005 608 3818 2310 4942 7075 10578 3500 5737 17539 298 397 491 169 354 1941 155 617 3041 384809 585 68710 28097
internal_value=0 0.00145115 0 0.0104514 0.0158617 -0.0037796 0.00246924 -0.00372858 0.00274987 -0.00669119 0.00143518 0.00908096 -0.00918814 0 0.0213292 0.0290386 0.0113903 0.0166936 -0.0114803 -7.53451e-05 -0.00308809 0.00887113 0.0188258 -0.010616 0 -0.014134 0.02513 0.0273192 0 0.0141244 -0.006713 -0.00591618 0.0324449 0.00864289 -1.12213e-06 0.000541713 0.0167995 0.000338351 -0.00129779
internal_weight=0 1237.12 1195.27 286.999 217.978 908.268 257.387 147.402 95.2406 650.881 127.744 81.6274 523.137 112.752 143.843 41.8525 109.985 78.3628 410.385 36010.8 739.616 269.148 123.739 470.469 111.715 358.754 103.65 99.8826 145.409 20.3646 46.117 91.3499 26.5947 12.2901 35271.2 9644.58 60.2678 9584.31 4161.01
internal_count=2864243 184431 182004 45682 27177 136322 37051 19350 12523 99271 11687 7176 87584 26243 16406 2427 17701 14696 61341 2679812 55594 21766 13583 33828 11347 22481 11273 10975 8183 3669 4511 7678 1648 1108 2624218 485242 3626 481616 96807
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=30519425 1 154 625 1 2 1 912 2 74 4 768 1 1 604 1 2 2 1868 2097686 2098722 1 12 1 9
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=40
num_cat=21
split_feature=2 3 8 0 3 1 1 7 11 1 1 0 1 10 0 11 3 3 1 2 0 3 11 12 3 0 0 0 0 2 3 2 1 1 3 11 0 0 1
split_gain=0.363754 4.71441 4.98748 4.33109 2.03626 1.8131 1.80046 2.29935 1.68301 1.47488 1.39234 1.16311 1.15956 1.01358 0.766649 0.710797 0.882131 0.666388 1.79036 0.659245 0.804991 0.641956 0.582198 0.55348 1.1182 0.514236 0.490085 0.43059 0.340326 0.480418 0.508175 0.478381 0.295107 0.28686 0.267834 1.61786 2.83954 2.08419 1.59586
threshold=0 1.0000000180025095e-35 1 1.0000000180025095e-35 3.5000000000000004 2 3 4 5 6 7 1.0000000180025095e-35 8 9 7.5000000000000009 10 10.500000000000002 9.5000000000000018 11 12 1.5000000000000002 5.5000000000000009 13 14 11.500000000000002 53.500000000000007 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 15 12.500000000000002 16 17 18 8.5000000000000018 19 5.5000000000000009 1.5000000000000002 20
decision_type=9 2 1 2 2 1 1 1 1 1 1 2 1 1 2 1 2 2 1 9 2 2 1 1 2 2 2 2 2 9 2 9 1 1 2 1 2 2 1
left_child=1 3 4 32 8 -5 15 21 11 26 -4 12 -3 -13 -11 16 -6 34 22 -20 -21 -8 23 24 27 -7 -10 -19 29 -24 -31 33 -1 -30 -2 37 -37 38 -36
right_child=17 2 10 5 6 25 7 -9 9 14 -12 13 -14 -15 -16 -17 -18 18 19 20 -22 -23 28 -25 -26 -27 -28 -29 31 30 -32 -33 -34 -35 35 36 -38 -39 -40
leaf_value=0 -1.9434968733698281e-05 0.0099862107383623458 0 0 0.01890641742349608 0.027904304952888273 0 -0.015953582389978637 0 -0.01473861000384718 0.02951313383187263 -0.014719045665791512 -0.0063665505355767413 0 0 0 0 0.021186668677516705 0 -0.021995142441625867 0 0.011579113998399514 0 0 0 0 0.013000536414685774 0 0 -0.01606015503289214 0 -0.0051187602873783745 -0.0075501799810928864 0.011196018408372463 -0.017229989119029458 0.023784414348402949 -0.0083449010687796695 0.0099106457051657132 0.0048575890363883089
leaf_weight=15.659744119824607 35688.207046260926 28.171227684943005 17.13152016652748 45.229302182095125 69.659769681253238 124.98677419214073 51.68241366928487 48.635496414193767 9.4909787359647435 29.390657918411307 21.233259090455249 288.03333752271647 78.35547132667125 54.671162981772795 12.11121742101386 29.149094463093206 5.0602486841089549 25.821929917903621 8.642985082784433 60.496288563270355 33.581244176544715 36.8430486231955 4.0534542571986094 77.981417093425989 23.773770379513735 0.81076921988278527 66.272195348632522 1.8583359168842424 1.7800125260837376 33.222808661172166 18.937807506008539 6.3054984807968166 43.157367025220083 17.185960727976639 59.993121817416977 48.164627249818295 6.9207536983303717 35.833531564130681 6.584176702759577
leaf_count=3830 2670449 13011 934 6280 13462 14378 7580 6398 1026 2999 1217 40711 17255 3076 1028 2790 583 2528 1504 5214 2736 4171 383 4566 2380 87 5515 151 115 1895 1106 685 11126 1007 4397 3072 460 2758 1295
internal_value=0 0.00179019 -0.00144748 0.0137206 -0.00383188 0.0212104 0.00279902 -0.00318976 -0.00715498 0.00125506 0.0240104 -0.00991744 0 -0.0125569 -0.00750652 0.0112861 0.0159982 -4.16502e-05 -0.00442433 -0.0131338 -0.0157041 0.00427115 0.000215488 0.0050303 0.0108388 0.0255897 0.00947298 0.0189674 -0.0040179 -0.00776853 -0.0104204 0 -0.00448845 0.00778153 0 0.00376999 0.0147029 -0.00184381 -0.01239
internal_weight=0 1075.74 845.891 229.844 807.526 171.027 241.03 137.161 566.496 117.265 38.3648 449.231 106.527 342.705 41.5019 103.869 74.72 36159.3 313.642 102.721 94.0775 88.5255 210.921 129.435 51.454 125.798 75.7632 27.6803 81.4855 56.2141 52.1606 25.2715 58.8171 18.966 35845.7 157.496 55.0854 102.411 66.5773
internal_count=2864158 157457 121756 35701 119605 20745 34984 18149 84621 10568 2151 74053 30266 43787 4027 16835 14045 2706701 24270 9454 7950 11751 14816 9625 5059 14465 6541 2679 5191 3384 3001 1807 14956 1122 2682431 11982 3532 8450 5692
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=29466753 1 138 625 1 1 912 800 88 1 1 724 262 1 1 2099266 263200 560 528 1 496
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=40
num_cat=22
split_feature=2 3 7 1 8 7 1 3 1 0 1 3 0 1 2 2 7 0 0 8 0 2 7 0 1 3 0 1 5 2 5 1 3 0 3 3 7 0 0
split_gain=0.433166 4.3247 2.70566 2.47966 2.23969 2.12484 4.67689 1.45104 0.686954 0.653677 0.507399 0.414565 0.367629 0.99593 1.58979 1.54227 1.25651 1.1515 1.24635 0.674892 0.655585 1.80205 1.29451 0.902433 1.0871 0.812198 0.785913 4.91186 5.79525 2.08172 0.574785 7.73901 1.71629 0.510131 0.376368 0.332102 0.549493 0.335239 0.293486
threshold=0 1.0000000180025095e-35 1 2 3 4 5 5.5000000000000009 6 3.5000000000000004 7 8.5000000000000018 30.500000000000004 8 9 10 11 32.500000000000007 141.50000000000003 12 26.500000000000004 13 14 24.500000000000004 15 4.5000000000000009 15.500000000000002 16 17 18 19 20 7.5000000000000009 42.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 21 147.50000000000003 53.500000000000007
decision_type=9 2 1 1 1 1 1 2 1 2 1 2 2 1 9 9 1 2 2 1 2 9 1 2 1 2 2 1 1 9 1 1 2 2 2 2 1 2 2
left_child=1 2 8 -4 5 6 -3 38 -1 10 -9 -6 20 15 19 16 17 -14 -19 -15 23 34 -23 26 -25 -24 30 29 -29 -28 32 -32 -2 -18 -22 -16 37 -37 -7
right_child=12 4 3 -5 11 7 -8 9 -10 -11 -12 -13 13 14 35 -17 33 18 -20 -21 21 22 25 24 -26 -27 27 28 -30 -31 31 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.00068269373043480352 -9.7614393792410157e-05 0.016577252095711932 0 0.022927689602905029 0.02012189188267283 -0.0090017822628196582 -0.012071549521830243 0 -0.013146298812522925 0 0.015943843981672978 0 -0.00098065223191902136 -0.02170547701740997 -0.0042440825533521295 -0.01066306610770726 0.001343768274319971 0.020181735890342306 0 0 0 -0.001359914143538805 0.026840324121801054 -0.015133690027062264 0.0030120608135194718 0 0.010225565392655416 0.024486628747156059 -0.012808972260299504 -0.0072234551104041218 0.0078949142369076578 -0.0015419102245382635 -0.0054484917629765255 -0.010211994082912889 -0.011944216843533811 0.014483102339727339 -0.0002612208666317065 0 0
leaf_weight=11.49656318395864 30669.901172329304 101.75711330534978 53.280921368059353 147.20591630729177 20.092572272114925 462.622149953997 49.359183816748555 4.1185139600420371 15.083911911468023 8.7284027544083056 15.095338252343941 0.97447329293936391 6.0419386867433778 55.847787850478198 9.5083547692629491 27.975381949334405 8.9744517481885833 82.538270545366686 4.7933519179932764 6.5785968406125894 4.0187689674785387 6.4052393815363757 41.635037938307505 45.172365903679747 5.2177694869169491 2.1779303622897705 40.437066595128272 146.11076304403832 22.395379291352583 263.35445945267566 1154.5922041304875 3063.3397701371832 585.9464201746232 24.586044623749331 12.858059279446023 30.745362493500579 15.981716089037944 2.0939207598567 2.4107104381546369
leaf_count=1233 2075740 13378 12619 19263 933 73934 9756 508 2417 710 2430 58 291 4012 792 2980 468 3522 256 158 194 444 2056 3272 660 104 4232 6098 2626 10289 95241 465420 40624 1201 1058 3321 1422 191 239
internal_value=0 0.00214844 0.0133432 0.0171282 -0.0016216 -0.00346397 0.00508193 -0.00676631 -0.00584245 0.00642892 0.0134716 0.0177759 -3.17689e-05 -0.0034853 -0.00919991 0.000582849 0.00681963 0.0123224 0.0168653 -0.0172297 0 0.00820335 0.0158333 -2.4618e-05 -0.0106079 0.0213757 0 0.0039269 0.0160246 -0.00310872 -5.65179e-05 0.00102312 -0.000212643 -0.00278763 -0.00583628 0 0.00575371 0.0105456 -0.00864343
internal_weight=0 892.226 227.067 200.487 665.158 644.091 151.116 492.975 26.5805 27.9423 19.2139 21.067 36339.2 275.665 120.756 154.909 126.934 93.3736 87.3316 62.4264 36063.6 67.095 50.2182 35996.5 50.3901 43.813 35946.1 472.298 168.506 303.792 35473.8 4217.93 31255.8 33.5605 16.8768 58.3294 48.821 32.8393 465.033
internal_count=2864150 137478 35532 31882 101946 100955 23134 77821 3650 3648 2938 991 2726672 18614 9896 8718 5738 4069 3778 4170 2708058 3856 2604 2704202 3932 2160 2700270 23245 8724 14521 2677025 560661 2116364 1669 1252 5726 4934 3512 74173
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=26324992 4 139 1 2 740 385 576 100 524970 526386 5 1 527380 2 496 225 2 910 2 768 9
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=40
num_cat=22
split_feature=2 8 3 0 3 1 1 0 4 1 1 0 1 0 0 1 0 10 3 1 11 12 3 0 2 3 3 0 2 2 3 0 3 12 1 7 4 10 6
split_gain=0.427706 3.98099 3.2329 2.29839 1.88183 1.55652 1.23558 1.75499 1.2167 1.01848 1.01742 0.796372 0.772819 0.650261 0.561343 1.46902 0.958137 0.45796 0.44537 1.60063 0.6236 0.69898 0.747782 0.858371 0.557819 0.443899 0.426214 0.382143 0.515827 0.490133 0.509741 0.356361 0.327978 0.30618 2.06323 2.61873 2.59118 2.50043 2.25603
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2 3 1.5000000000000002 4 5 6 3.5000000000000004 7 52.500000000000007 6.5000000000000009 8 13.500000000000002 9 9.5000000000000018 10 11 12 17.500000000000004 5.5000000000000009 13 14.500000000000002 11.500000000000002 2.5000000000000004 14 15 12.500000000000002 53.500000000000007 12.500000000000002 16 17 18 19 20 21
decision_type=9 1 2 2 2 1 1 2 1 1 1 2 1 2 2 1 2 1 2 1 1 1 2 2 9 2 2 2 9 9 2 2 2 1 1 1 1 1 1
left_child=1 2 3 -1 8 -5 7 26 9 17 -10 -12 -3 -11 15 -8 -16 -4 33 20 21 22 23 -20 -21 -14 -6 29 -29 -22 -31 -7 -9 -2 36 37 -35 -36 -39
right_child=18 12 4 5 6 31 14 32 10 13 11 -13 25 -15 16 -17 -18 -19 19 24 27 -23 -24 -25 -26 -27 -28 28 -30 30 -32 -33 -34 34 35 -37 -38 38 -40
leaf_value=-0.0025734320280885233 -0.00024001348187356326 0 -0.0037588029671239455 0 0.0098911430892546278 0.021402251407503819 0.011945532077824476 -0.017733584362384269 0.0071700275826822564 -0.012991179864621919 -0.010282166939977487 0.0027081622189733564 0.034002325751521401 0 0.026039896304396095 -0.0030724337141256552 0 0.0065443495037559862 0.019723576992221242 0 0 0 0 0 -0.013952183579594919 0 0 0.0083990104597059297 -0.0047081604735310133 -0.016558244272916387 0 0 0 0.0088893689685499069 -0.0001532743015550132 0.00046381918461148005 -0.00025814714231197294 -0.014962773490286341 0.0030183963789556009
leaf_weight=63.221624457826692 25917.345664596523 15.309520892798901 117.11635025464784 60.56809325395443 32.635180477394897 126.6026302874161 64.049058173666708 36.256077144877054 87.577285083505558 274.90516435496102 79.096715225285152 15.676260045467641 26.064312022295784 1.4862966367509205 12.628400317160414 96.283784606683184 3.5841526761068954 28.396889650262892 42.188742182450369 8.7377659413323254 6.1311090594390407 75.170307459775358 2.4251065304270005 3.0774508464382953 101.66951036221872 2.2540063504129639 2.6801428541948544 18.632594213355333 6.1108093876391676 30.089522264199331 17.977723374264315 0.75512956874444981 1.1142279321793456 581.56923611322418 505.19588215940166 7950.7900676581739 501.65273876697756 290.09931733645499 44.96396560035646
leaf_count=15872 2172129 773 19265 8535 7643 13825 12299 3760 11711 29932 28520 1869 1504 152 988 10510 307 1473 4167 1213 602 4426 344 237 8989 156 256 1104 672 1651 1002 79 106 25096 30456 402782 32212 6757 768
internal_value=0 0.00182914 6.82239e-05 0.00964687 -0.00264269 0.0149229 0.00369128 -0.00389109 -0.00577923 -0.00859071 0 -0.00517947 0.0243941 -0.0117303 0.00817006 0.00275411 0.0204488 0 -9.49932e-05 -0.0036991 0.000792628 0.00573719 0.0124391 0.0160956 -0.0116851 0.0274671 0.00534465 -0.00353709 0 -0.00784689 -0.0107015 0.0195701 -0.016143 -5.21346e-05 0.000409941 -7.23643e-05 0.00445079 -0.00527723 -0.0116783
internal_weight=0 1148.26 1104.63 251.147 853.486 187.926 249.231 72.6856 604.255 421.905 182.35 94.773 43.6278 276.391 176.545 160.333 16.2126 145.513 36103.8 312.211 201.803 122.862 47.6913 45.2662 110.407 28.3183 35.3153 78.9418 24.7434 54.1984 48.0672 127.358 37.3703 35791.6 9874.27 8791.05 1083.22 840.259 335.063
internal_count=2864142 169535 167102 38311 128791 22439 35869 11765 92922 50822 42100 30389 2433 30084 24104 22809 1295 20738 2694607 24407 14205 9174 4748 4404 10202 1660 7899 5031 1776 3255 2653 13904 3866 2670200 498071 440763 57308 37981 7525
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=25276545 1 154 140 2 158 832 768 561 1 212 1 1 70 263200 2099522 1 44 4 2 1 1
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=40
num_cat=30
split_feature=1 2 2 8 3 3 12 2 1 12 2 1 2 7 0 1 7 0 1 3 1 3 5 12 12 2 0 4 2 1 7 1 1 3 2 1 2 3 7
split_gain=0.35103 0.973086 0.387602 5.64696 4.13154 4.42251 3.79349 3.66903 3.64768 2.93785 2.5936 2.13317 1.98302 1.63727 1.59307 2.71768 1.45577 1.45041 1.34089 1.01522 0.922408 0.681623 3.25961 4.43287 3.31113 2.86054 3.09933 2.13915 2.06481 1.45448 1.28027 1.1453 0.707079 0.629732 0.399208 0.334818 2.16602 6.58758 3.88419
threshold=0 1 2 3 3.5000000000000004 1.0000000180025095e-35 4 5 6 7 8 9 10 11 2.5000000000000004 12 13 6.5000000000000009 14 1.0000000180025095e-35 15 6.5000000000000009 16 17 18 19 1.0000000180025095e-35 20 21 22 23 24 25 14.500000000000002 26 27 28 1.0000000180025095e-35 29
decision_type=1 9 9 1 2 2 1 9 1 1 9 1 9 1 2 1 1 2 1 2 1 2 1 1 1 9 2 1 9 1 1 1 1 2 9 1 9 2 1
left_child=1 -1 3 4 5 7 8 16 -7 10 13 -9 -8 -6 15 -11 -2 -16 -5 -20 -12 35 24 27 31 26 -26 -24 -25 -29 -30 -23 -27 -21 -33 -4 -37 38 -38
right_child=2 -3 21 18 9 6 12 11 -10 14 20 -13 -14 -15 17 -17 -18 -19 19 33 -22 22 23 28 25 32 -28 29 30 -31 -32 34 -34 -35 -36 36 37 -39 -40
leaf_value=0 0.020284892023658147 -0.015775909165787947 0.00038233965728208389 0 0.019001629248048536 -0.0021912601828324532 -0.005267994987926761 -0.0041990463804431662 -0.014635263666542079 0.019523863770305808 0.0058627124110307675 0.0060930523697134134 0.0086286620562736425 0 -0.020273455844323138 -0.0060665605388845563 0 0 0 0.038110283753947871 -0.0086853869834795164 0 -0.0026962157032124033 0.010912290935602932 -0.004583885114227481 0 0.01143567714015279 0 -0.017240603868715728 0.025761567590552859 0 0 -0.018396490820695319 0 -0.014595082387275096 0.00020475403401042935 0.012133719653978409 -0.0053527210847735332 -0.00032075765345431412
leaf_weight=55.263924688042607 123.18917287211661 14.614092222393081 13650.254677593806 20.412812941707671 263.21534164180048 649.20145378896268 105.99944029806647 399.47010917752414 442.24675813520298 27.508796802489087 29.619390601757914 326.13022291528614 230.66501805803273 32.306421204761136 41.539527590386569 51.899250338086858 24.196298501861747 17.434139750897884 4.5611302283359683 38.578749999520369 51.439138589630602 107.84184613862453 10.918589284206973 13.97483059426304 168.57120745675638 10.882392818690276 231.35243855090812 24.98346945742378 67.309488459955901 93.630190002790187 42.114828218240291 12.710951233864762 51.05390533618629 2.3621092280372968 325.39908534471761 16105.517739363968 343.63305007954477 2432.9388966834522 599.06776889827233
leaf_count=20402 14548 48565 1001437 1032 39743 63009 9081 42652 127490 2745 3291 60277 19604 4898 2997 5088 2542 972 309 2113 5470 13061 1195 1363 7265 1022 8205 3488 5113 10743 3296 1472 4626 167 22101 990981 35036 218611 58117
internal_value=0 -0.00565197 4.74665e-06 0.0011177 0.000199065 -0.00152798 -0.00500762 0.00380938 -0.00790766 0.0081261 0.012591 0.000111671 0.00345371 0.0164082 -0.00232125 0.0042092 0.0162997 -0.0129406 0.0250152 0.0293052 -0.000710614 -8.12427e-05 -0.00243202 0.00659675 -0.00539803 2.0696e-06 0.00404278 0.0182348 -0.00484108 0.0223356 -0.0109193 -0.0112687 -0.0144943 0.0362666 -0.0137888 0 -0.000262672 -0.00255692 0.00426638
internal_weight=0 69.878 37174.1 2881.98 2816.06 2301.1 1428.11 872.986 1091.45 514.962 376.58 725.6 336.664 295.522 138.382 79.408 147.385 58.9737 65.9148 45.502 81.0585 34292.2 1160.74 252.931 907.812 461.86 399.924 129.532 123.399 118.614 109.424 445.952 61.9363 40.9409 338.11 33131.4 19481.2 3375.64 942.701
internal_count=2864127 68967 2795160 408028 404407 339203 219184 120019 190499 65204 53402 102929 28685 44641 11802 7833 17090 3969 3621 2589 8761 2387132 82950 25198 57752 21118 15470 15426 9772 14231 8409 36634 5648 2280 23573 2304182 1302745 311764 93153
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
cat_threshold=2 32309297 29470913 1 1 25231360 896 1 45248 385 8396928 3 160 3 256 600 2 1 1 52 2 2836 257 1 92 544 2097160 781 1051430 6
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=40
num_cat=21
split_feature=1 2 0 2 3 0 1 8 3 2 1 1 7 3 7 0 2 2 2 7 10 0 1 2 3 0 5 0 0 0 0 2 8 3 2 3 0 0 0
split_gain=0.28727 1.06229 0.259176 0.284496 5.14227 3.21029 5.14553 2.70074 3.15267 3.43835 2.43144 1.58459 1.12175 0.657992 7.65604 4.28071 4.31722 3.47972 3.12078 1.77173 5.15893 5.30592 3.66038 3.63471 3.10082 2.71416 1.54889 0.612593 0.502425 0.45593 0.299139 0.25593 0.365922 0.11892 0.113497 0.0644212 0.0531496 0.01339 0.00608971
threshold=0 1 141.50000000000003 2 3.5000000000000004 1.5000000000000002 3 4 1.0000000180025095e-35 5 6 7 8 3.5000000000000004 9 1.5000000000000002 10 11 12 13 14 1.5000000000000002 15 16 1.0000000180025095e-35 1.5000000000000002 17 3.5000000000000004 7.5000000000000009 14.500000000000002 9.5000000000000018 18 19 3.5000000000000004 20 25.500000000000004 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=1 9 2 9 2 2 1 1 2 9 1 1 1 2 1 2 9 9 9 1 1 2 1 9 2 2 1 2 2 2 2 9 1 2 9 2 2 2 2
left_child=1 33 3 4 7 6 35 8 9 -2 -10 29 30 19 15 18 -17 27 -15 23 22 -22 -21 24 -5 -25 -19 -16 -13 -7 -9 -4 -33 37 -8 -6 -14 -1 -35
right_child=2 -3 31 13 5 11 34 12 10 -11 -12 28 36 14 17 16 -18 26 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31 -32 32 -34 38 -36 -37 -38 -39 -40
leaf_value=0 0.014858372176302873 -0.015858904007914391 0 -0.0015703104129927729 0.029994411630344622 0.0080316863489687789 0.0018934049528241755 0.029928642160463748 -0.00087377835065364444 0 -0.0097976169510074779 -0.011514691201921529 -0.003595331712156587 -0.0035592173504865178 0.0045194649522660941 0.0079655034460442611 -0.0036340675970962183 -0.011283782703046466 0.0049013606446441857 -5.8683898461123493e-05 0.0030532737277180642 -0.0061953793092080003 0.0053690431471459139 -0.0099285675090458117 0.0010903813303529302 -0.0001878726390092589 -0.0009848603360570619 -0.0033201759197602266 0 0 0 -0.014933633127848209 0 0 -0.0031649578372494971 0 0 0.0049023185812591998 -0.0013506914532425255
leaf_weight=24.569146811110841 149.67841144716658 14.667769219635373 3.1520838284632191 7085.6673386868679 131.03347955337085 182.7600027374574 95.475308381850482 19.509286254644397 904.8330894378596 731.50227119783813 516.00560003837381 67.199073335999856 11.117093333508819 457.11260282766489 236.24524017921794 321.2220539910777 2319.3850779586501 984.29689507417788 2481.3034151189768 1848.6505187254188 1020.147203810513 1404.7981415884569 3200.6531515781135 633.67744089772896 11330.721122497416 619.73462878150531 255.07149170639605 93.617951081949286 11.791340105817651 5.8147759573766953 0.42353964317589898 14.261321409605443 1.6378686400130398 1.5198785484535609 24.819713025008241 0.093252340564503267 0.85649525839835483 25.102226679715386 3.3798587482888252
leaf_count=10319 17224 49221 288 507322 22145 16567 11646 1049 84432 103415 133779 6906 574 64518 21507 31961 105312 52528 168353 153244 29713 25128 266161 147324 705293 75191 29044 6339 1090 468 13 973 44 880 5698 13 29 7581 848
internal_value=0 -0.00509982 2.99513e-05 4.75415e-05 0.00100273 0.00976662 0.0173125 -0.000914127 -0.00156959 0.00286747 -0.00453056 0.000637308 0.0193743 -2.42761e-05 -0.000883414 0.000817159 -0.00202083 -0.00698036 0.00346599 0.00019165 0.00150456 -0.00219261 0.00334463 -0.000294154 4.95065e-05 -0.00542088 -0.00939984 0.00133253 -0.00778004 0.00619224 0.0239769 -0.00719759 -0.00955213 0.000104395 0 0.0281706 0 0.00386534 0
internal_weight=0 69.2389 37164.3 37145.2 2852.91 518.987 251.422 2333.93 2302.02 881.181 1420.84 267.565 31.9064 34292.3 7148.25 5579.02 2640.61 1569.23 2938.42 27144 7474.25 2424.95 5049.3 19669.8 18416.4 1253.41 1239.37 329.863 78.9904 188.575 19.9328 19.0513 15.8992 54.5711 120.295 131.127 11.9736 49.6714 4.89974
internal_count=2864140 68849 2795291 2793986 405048 64533 39502 340515 338850 120639 218211 25031 1665 2388938 479562 370144 137273 109418 232871 1909376 474246 54841 419405 1435130 1212615 222515 81572 27846 7996 17035 1062 1305 1017 19628 17344 22158 603 17900 1728
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=2 28049457 29470912 241 1 25231360 896 880 5 5 266 2886160 3686420 5 1 292 2100534 2 3074 1 4194496
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=40
num_cat=22
split_feature=3 3 0 1 0 2 2 2 2 7 0 2 7 11 0 0 8 3 1 0 3 2 3 2 1 1 2 2 3 7 1 1 2 3 3 2 3 3 0
split_gain=0.300839 0.273494 2.22667 2.10226 2.13994 2.23876 1.56271 0.974929 0.880278 0.815059 0.767418 0.584725 1.07953 0.449261 0.385091 0.783651 0.338656 0.281724 0.264678 0.258956 3.02459 7.94569 5.17353 10.1131 4.85194 3.26317 3.12966 0.988348 1.59846 3.79017 2.37425 0.858603 6.71993 0.955022 0.207577 0.200442 0.135824 0.124608 0.0829823
threshold=18.500000000000004 8.5000000000000018 5.5000000000000009 0 1.5000000000000002 1 2 3 4 5 4.5000000000000009 6 7 8 1.0000000180025095e-35 3.5000000000000004 9 13.500000000000002 10 4.5000000000000009 1.5000000000000002 11 1.0000000180025095e-35 12 13 14 15 16 1.0000000180025095e-35 17 18 19 20 1.5000000000000002 6.5000000000000009 21 17.500000000000004 17.500000000000004 6.5000000000000009
decision_type=2 2 2 1 2 9 9 9 9 1 2 9 1 1 2 2 1 2 1 2 2 9 2 9 1 1 9 9 2 1 1 1 9 2 2 9 2 2 2
left_child=1 11 3 4 6 36 -3 -4 14 10 -10 12 18 16 -5 -16 38 -9 34 27 22 24 26 -24 -22 -23 -21 28 29 -13 -30 32 -29 -33 -1 -2 -6 -8 -14
right_child=35 2 7 8 5 -7 37 17 9 -11 -12 19 13 -15 15 -17 -18 -19 -20 20 21 25 23 -25 -26 -27 -28 31 30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.012525742597286647 -0.010132045592878187 0.0034669933778178532 0.00060501412253642487 0.0038789340444612013 0.021519734509689119 -0.0077796840633530514 -0.018338546789739962 -0.023095319481464163 0.015135448482291373 0 0 0.009391675755593562 -0.01548419639710274 0 -0.014646894867346223 0.00070168578723294394 0 0 0 0.010707004809875466 -0.0052596088594117846 0.0065886607573856244 -0.018896245487671937 -0.00064219624152355391 0.014065266643248094 -0.0022522781878223808 1.0709149540613161e-05 0.023597752552758765 0.0028530148192105146 -0.0091088720347373506 -0.0040559516743547269 0.00073544418091638965 -0.0084746583780743595 -0.00045314047201151873 0 0 0 0 0
leaf_weight=10.863076082918266 8.826555897088836 14.966267105221048 6.6462379077565856 13.273340551342697 33.657908612891333 12.990096481458748 81.469380603870377 25.168709768739067 231.06826522786287 34.036321237188531 7.8677270867628968 86.395789869435248 79.910735318637308 10.853054012412029 21.361929674661955 5.6864519836963145 0.88348101783776556 3.6916817347519091 13.075092758863322 296.41697370982729 114.37841309432406 498.73921346243878 384.42906263274199 1222.1993126968446 722.29316385055427 1788.6010253187851 1788.8654297211469 33.461743546416983 994.22513683162833 597.33137979334424 901.73864937072358 13467.054458702703 441.94934551670303 13278.815877967587 0.85841927269939411 4.6263302864535936 0.28557185456156631 0.703492162792826 2.9389367799158199
leaf_count=10627 888 1852 713 2799 2365 1507 6213 1672 14932 2325 447 12390 107943 1654 2497 607 86 256 14171 26530 8384 19231 51187 61458 59006 58032 67791 18143 112907 90133 108587 962932 113409 917277 261 583 22 66 2271
internal_value=0 3.08338e-06 0.00228031 0.00495641 -0.0032431 0.00817228 -0.0120002 -0.0140944 0.0093762 0.011413 0.0134237 -2.11452e-05 -0.00606547 -0.011016 0 -0.00748929 -0.013951 -0.0181744 0.00333148 0 0.000559727 0.00286649 -0.00131897 -0.00557897 0.0109618 -0.00011556 0.00185394 -0.000122106 -0.00198011 -0.00605035 -0.00029543 4.56597e-05 -0.00397901 0.000134234 0.00822288 -0.00832016 0.0181351 -0.0165033 -0.0150387
internal_weight=0 37229.2 492.873 457.367 144.073 46.9336 97.1391 35.5066 313.294 272.972 238.936 36736.3 119.383 94.5862 40.3217 27.0484 83.7332 28.8604 24.7966 36616.9 6815.92 3124.01 3691.91 1606.63 836.672 2287.34 2085.28 29801 2579.69 683.727 1895.96 27221.3 475.411 26745.9 11.7215 13.4529 33.9435 82.1729 82.8497
internal_count=2864154 2862683 38273 35632 12025 3894 8131 2641 23607 17704 15379 2824410 137013 111954 5903 3104 110300 1928 25059 2687397 351619 144653 206966 112645 67390 77263 94321 2335778 324017 102523 221494 2011761 131552 1880209 10888 1471 2387 6279 110214
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=294 241 8390021 2359681 11011342 3 57345 2 1 1 360 10554190 8454474 528 74 26542540 20449412 12 796 10 18 2392880
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=38
num_cat=18
split_feature=0 0 0 2 1 2 2 7 3 3 1 2 2 8 1 7 2 2 7 3 2 3 3 1 3 0 7 0 3 0 0 0 3 0 2 0 0
split_gain=0.278433 0.311597 0.855789 1.03556 0.770024 1.85239 1.7723 1.51118 1.01069 0.324171 0.308101 0.920557 0.254152 0.372709 0.252314 3.87536 3.01343 2.47745 0.754538 6.15559 0.737498 0.251977 0.214183 0.183652 0.144963 0.187082 0.12205 0.114949 0.0968317 0.0312807 0.0329165 0.026048 0.0200738 0.0137957 0.0121634 0.00181637 0.000932225
threshold=141.50000000000003 62.500000000000007 44.500000000000007 0 1 2 3 4 6.5000000000000009 2.5000000000000004 5 6 7 8 9 10 11 12 13 2.5000000000000004 14 8.5000000000000018 4.5000000000000009 15 1.0000000180025095e-35 65.500000000000014 16 52.500000000000007 3.5000000000000004 105.50000000000001 139.50000000000003 25.500000000000004 4.5000000000000009 128.00000000000003 17 90.500000000000014 1.0000000180025095e-35
decision_type=2 2 2 9 1 9 9 1 2 2 1 9 9 1 1 1 9 9 1 2 9 2 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2
left_child=1 2 10 27 6 22 7 8 -3 26 11 28 -2 -14 15 17 -17 -12 19 -16 -20 23 24 -5 -6 -26 -8 -4 31 35 -31 -1 -29 -7 -11 -9 -30
right_child=12 4 3 21 5 33 9 29 -10 34 14 -13 13 -15 18 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 32 36 30 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.0039281579368734302 0 0.025716244452499534 0 0 0 -0.020130919507370389 0 0 0 0.0016585955497966127 0.021200155779529689 -0.01520835481961077 -0.015160492664274576 0 0.0012019363096368446 0.005718835249663227 -0.00096056627279630523 -0.0044472007922864163 0.0032327043872963437 -0.016053643186112545 -3.6339790608043685e-05 0 0 -0.01831120389579572 0 0.016086913739346058 -0.011191686415376198 0.0075310488627807568 0 -0.0041744881032988422 0 0 0 0 0 0.00073484794237610874 -0.00085463610478412439
leaf_weight=48.665853347381926 3.1997092639794573 60.348488817428006 2.9963218399789184 5.7642719910945743 2.3394685426028419 15.706132391002031 4.0563329509459436 8.0166089279809984 1.7906438880600024 4.2154205092228949 110.04506876321102 14.248514539847745 14.390229432377964 1.6378353047184688 831.09391811295063 771.8492642634119 3911.6601393778201 17.379750018350023 664.1860858645814 233.83624842244899 30429.579565997672 0.30872653308324416 0.85902446741238314 36.02700673637446 0.56319658987922494 9.5064472386147809 10.567809489963112 1.6081941194715907 1.9342983478563827 7.2600068505853406 0.52225617878139008 0.34347784088458766 0.13042165199294675 3.1973906799685201 2.0143114160746327 3.6362955207005134 3.2303466782323085
leaf_count=17390 298 2187 540 457 191 1146 328 428 97 434 9032 49897 999 44 40616 110335 497473 8141 84459 14950 2016200 32 84 3176 62 884 1087 214 931 339 24 144 12 181 204 215 876
internal_value=0 1.27327e-05 0 -0.0105483 0.00435514 -0.00269215 0.0085036 0.0149675 0.0209391 -0.00506968 1.53207e-05 -0.00528954 -0.00751248 -0.00974418 3.8947e-05 0.000715903 0.000115804 0.0156835 -5.37719e-05 -0.0026251 2.79172e-05 -0.015036 0.00852099 -0.0181522 0.0127585 0.0144382 -0.0107045 0.00277131 0 -0.000320351 -0.00291089 0.00347369 0.0070823 -0.0160974 0 0 -0.000652014
internal_weight=0 37219.5 37084.9 46.8349 134.6 32.1717 102.428 81.5743 62.1391 20.8539 37038.1 68.4225 19.2278 16.0281 36969.6 4810.93 4683.51 127.425 32158.7 1064.93 31093.8 42.1 13.2681 41.7913 12.4091 10.0696 14.6241 4.73494 54.174 19.4352 7.78226 49.0093 1.73862 18.9035 6.22973 11.6529 5.16465
internal_count=2864107 2862766 2854875 4431 7891 2548 5343 3290 2284 2053 2850444 69238 1341 1043 2781206 624981 607808 17173 2156225 55566 2100659 3665 1221 3633 1137 946 1415 766 19341 1006 363 17534 226 1327 638 643 1807
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8389250 738 1314064 9437298 5 2 2884656 3074 1 525 8 9995412 1837553 8 23146496 260 8 264964
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=40
num_cat=22
split_feature=1 2 7 3 2 8 7 3 0 3 1 0 12 11 0 7 0 0 1 0 0 0 2 1 3 2 2 0 2 5 0 3 3 3 2 4 10 1 1
split_gain=0.228982 0.83069 0.363687 0.449733 0.240318 1.68192 2.03495 3.31948 2.91861 2.34724 2.96487 2.0363 1.85034 1.82555 1.6413 1.45664 1.4029 1.39911 0.648617 0.448484 0.924982 1.30047 0.866379 1.58987 0.782947 0.59213 0.438627 0.419523 7.45054 0.666271 0.346489 0.339774 0.26317 0.230103 0.185509 0.162206 0.180177 0.0982763 0.0960023
threshold=0 1 2 3.5000000000000004 3 4 5 1.5000000000000002 2.5000000000000004 1.5000000000000002 6 9.5000000000000018 7 8 3.5000000000000004 9 5.5000000000000009 7.5000000000000009 10 96.500000000000014 60.500000000000007 45.500000000000007 11 12 5.5000000000000009 13 14 15.500000000000002 15 16 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 17 18 19 20 21
decision_type=1 9 1 2 9 1 1 2 2 2 1 2 1 1 2 1 2 2 1 2 2 2 9 1 2 9 9 2 9 1 2 2 2 2 9 1 1 1 1
left_child=1 2 3 -1 5 6 7 8 -2 10 16 13 14 -11 -9 32 -8 -12 -13 20 21 27 23 -22 -25 31 38 29 -29 -6 -14 -21 -7 -17 -4 36 -27 -24 -23
right_child=4 -3 34 -5 19 15 9 12 -10 11 17 18 30 -15 -16 33 -18 -19 -20 25 22 26 37 24 -26 35 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.010069600699802542 0 -0.014344703308906644 0 0 0.0011831599501582928 0 0.010825183089157106 -0.01148430132393328 -0.029834587737160707 -0.0059490014298506401 -0.0084956108121959726 0 0.018937306098519308 0.0025255715222715549 0.0081936143039695077 0.028635600660262731 0 0.0063224061456530409 0.016874312126426969 0 -0.0023726194495101512 0.0046343093751924505 0 0.025630375327326378 0 0.009174748420277986 -0.01602834863987624 0.020225978314322046 -0.0030013617100607833 -0.00022698510982084295 0 -0.014112236271002877 -0.0083496693138834094 0 -0.0081159860443806818 0 0 -0.0047085610556660846 -0.0009018667857468417
leaf_weight=43.400597665124224 54.892990672684391 12.534507102031055 0.34179611090803519 4.527798431707196 3709.044022002272 6.764030329126399 552.40420852378156 80.197650116344448 57.382266072381753 640.04750225578027 168.98054667211545 11.710140121460427 26.854423150187358 328.46046087960713 26.032963754842058 21.415997806936506 134.93724874334293 45.718457152775954 33.976296952750999 21.860097848344594 11.955085824010892 2.9825939433649182 1.3312470526434479 42.987812533974648 2.2580136577598742 11.13144692662172 27.922509340627585 139.79830194546958 515.97466926637571 30412.992093417699 6.212185683194547 44.771378771634772 7.8519695894792676 0.3523769467137744 7.8310272648086521 2.2415604968555245 2.0334199741482726 9.2193528255447728 5.3587226921808888
leaf_count=17617 7948 45960 384 1737 479198 334 59504 12803 5397 103782 35062 1040 2437 29949 2453 939 11639 5211 3130 721 855 403 158 1819 154 1206 2203 9594 24809 1988132 330 2440 366 25 2464 202 80 991 643
internal_value=0 -0.00457391 0 0.00544854 2.14284e-05 0.00102943 0.00040573 -0.00721149 -0.0184809 0.00168405 0.00539116 -0.00136985 0.00133907 -0.00278495 -0.00371745 0.0168492 0.0085744 -0.00357967 0.0138784 -3.46514e-05 -5.75328e-06 -4.15767e-05 0.00969647 0.0135201 0.0203814 -0.00635567 -0.0140408 -6.27168e-06 0.00243217 -6.40143e-05 0.0163816 -0.0098832 -0.000328801 0.023256 -0.0046163 0.000754136 0.00620234 -0.0013119 0
internal_weight=0 68.6357 56.1012 47.9284 37168.1 2204.19 2167.81 251.572 112.275 1916.23 902.04 1014.19 139.297 968.508 106.231 36.3844 687.341 214.699 45.6864 34963.9 34881.8 34814.1 67.7515 57.2009 45.2458 82.0379 36.2638 34777.8 655.773 34122 33.0666 66.6315 14.616 21.7684 8.17282 15.4064 13.1649 10.5506 8.34132
internal_count=2864119 68162 22202 19354 2795957 282349 280685 31368 13345 249317 111416 137901 18023 133731 15256 1664 71143 40273 4170 2513608 2508959 2504982 3977 2828 1973 4649 3249 2501733 34403 2467330 2767 3161 700 964 2848 1488 1286 1149 1046
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=2 32310321 3 30519812 1 4 932 1 1 1 776 1392 280 376 2242 464 1 786432 2 1 264 292
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=35
num_cat=15
split_feature=3 0 1 8 0 0 10 3 0 0 3 0 2 5 0 1 8 0 1 2 2 0 2 0 1 7 2 0 1 3 0 3 3 3
split_gain=0.218402 0.195314 0.598251 0.769898 0.729661 0.497334 0.980361 0.891938 0.48684 0.889226 0.64029 0.346237 0.951454 1.14457 0.655558 0.386176 0.570094 0.330055 2.01171 1.22772 0.536205 0.526082 1.41809 0.492517 0.214699 0.157814 0.144771 0.12471 0.119109 0.0812355 0.0753457 0.030743 0.00578423 0.00399168
threshold=18.500000000000004 105.50000000000001 0 1 108.50000000000001 87.500000000000014 2 2.5000000000000004 111.50000000000001 141.50000000000003 4.5000000000000009 30.500000000000004 3 4 81.500000000000014 5 6 26.500000000000004 7 8 9 24.500000000000004 10 20.500000000000004 11 12 13 90.500000000000014 14 1.0000000180025095e-35 199.00000000000003 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35
decision_type=2 2 1 1 2 2 1 2 2 2 2 2 9 1 2 1 1 2 1 9 9 2 9 2 1 1 9 2 1 2 2 2 2 2
left_child=1 5 8 4 -4 11 7 24 -3 10 -10 17 13 14 -13 29 -17 21 19 -19 -20 23 -23 -1 -7 -15 -2 -26 -28 -14 -11 -5 33 -8
right_child=26 2 3 31 -6 6 32 -9 9 30 -12 12 15 25 -16 16 -18 18 20 -21 -22 22 -24 -25 27 -27 28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0 0 -0.0059828465819969263 0 0.0031511532708511322 -0.021684251037370261 0 0 0 0.018250681618560999 -0.0047420049958233233 0 0.018567680058495302 0.0030025133331654363 0 0 -0.014108914949398064 0 0.021943778552434467 0 0 -0.012097639557759001 0.0052286524421051002 -0.01480689097124719 0.0051748681987602244 0 -0.0071768349722417819 0 0.026633008230744173 -0.010932609253348789 -0.0023911039567432973 0 0 0 -0.0023979069026757466
leaf_weight=36668.724567702789 3.7994017609162238 5.940574155887588 1.2562501425854886 0.96040085982531609 21.793291239766404 2.2964605828747153 0.82482931204140086 6.6598330426495513 26.397842129226778 7.5843501696363074 2.6506273858249179 23.74062299029902 18.238901234522928 1.4321750377712303 1.8027626255061466 86.654501604905818 4.7259603897109619 33.42298474884592 4.0034810440265574 12.488169764226766 21.159484940231781 10.085784424911251 42.360847885895055 154.48978973727208 4.4073615309898839 9.5327076024841499 0.94723270554095507 15.350963967764981 8.1581252015894243 36.022831111447886 1.7758773826062677 1.6001060772687195 0.81859909743070591 4.4910459313541651
leaf_count=2826394 380 334 104 21 1671 239 12 506 1189 481 157 2463 650 202 160 5961 97 1560 418 846 1323 758 3392 8054 217 1884 78 920 1000 2344 127 48 33 104
internal_value=0 0 -0.00441582 -0.010995 -0.0179312 1.03592e-05 0.00876085 0.0158123 0 0.00723607 0.014481 0 -0.0040327 0.00412756 0.0146814 -0.00792563 -0.0110998 1.81926e-05 0.00572502 0.0154065 -0.00682808 0 -0.0079764 2.03966e-05 0.0212923 -0.00487395 -0.00714045 0.0207569 -0.00860405 0 -0.00152625 0 -0.00166824 -0.00211787
internal_weight=0 37233.7 69.9593 25.61 23.0495 37163.7 34.8491 28.7146 44.3493 38.4087 29.0485 37128.9 182.15 36.5083 25.5434 145.642 91.3805 36946.7 71.0741 45.9112 25.163 36875.7 52.4466 36823.2 22.0548 10.9649 12.9048 19.7583 9.10536 54.2617 9.36023 2.56051 6.13447 5.31588
internal_count=2864127 2862669 4132 1844 1775 2858537 2031 1882 2288 1954 1346 2856506 13761 4709 2623 9052 6058 2842745 4147 2406 1741 2838598 4150 2834448 1376 2086 1458 1137 1078 2994 608 69 149 116
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=116 1 1 1058114 2 836 1 180 10486754 2361096 8388688 268 12 1089 256
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=40
num_cat=19
split_feature=2 1 7 7 0 12 0 3 1 3 10 12 3 0 3 3 3 0 12 3 13 1 0 3 6 12 10 0 8 0 0 1 8 0 1 0 0 3 7
split_gain=0.28702 1.80629 4.09339 1.28575 5.617 5.41623 3.87421 3.3063 2.96883 6.47322 3.56664 2.57762 3.83086 2.24546 2.04923 2.06436 1.93653 1.8679 1.80887 1.70888 2.66981 1.19781 1.16755 1.08793 1.05566 1.01177 1.59625 0.733674 0.417798 0.39263 1.01778 0.583562 0.681795 0.605434 0.372293 0.371711 0.722261 0.447863 0.367318
threshold=0 1 2 3 1.5000000000000002 4 1.5000000000000002 4.5000000000000009 5 2.5000000000000004 6 7 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 5.5000000000000009 8 1.0000000180025095e-35 9 10 2.5000000000000004 7.5000000000000009 11 12 13 1.0000000180025095e-35 14 96.500000000000014 90.500000000000014 15 16 108.50000000000001 17 111.50000000000001 141.50000000000003 4.5000000000000009 18
decision_type=9 1 1 1 2 1 2 2 1 2 1 1 2 2 2 2 2 2 1 2 1 1 2 2 1 1 1 2 1 2 2 1 1 2 1 2 2 2 1
left_child=1 2 -1 6 16 7 8 13 14 24 -11 19 -13 -6 -3 -16 18 -9 -5 20 -8 -21 -14 25 -10 26 -4 -18 -7 30 38 35 33 -33 -32 -31 37 -37 -2
right_child=29 3 23 4 5 28 11 17 9 10 -12 12 22 -15 15 -17 27 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 31 34 32 -34 -35 -36 36 -38 -39 -40
leaf_value=0.0069512234007877887 -0.0016956262410229473 -0.0066881576210656296 -0.024173215121753942 0.0027480123095464971 0.0027031400945421329 -0.024896844541712974 0.013586758018123641 -0.028074218707182422 -0.015672747164955977 -0.0024626592146754782 0.018127506872661441 -0.0037262398258126796 0.0012099091940042739 -0.018117212721868763 0.010777118425267568 -0.0014469377414429042 -0.0089080836336706461 0 0.019779769035486231 0.0029066191535010101 -0.0066814403586516226 -0.0041248220770106845 0.019807562706813098 0 0 0 0 0.00063963100727730581 0 -0.0052068571311914063 0 0 0 -0.022329192569709864 0.017077296272642494 0.016209888877086579 -0.00095710249766994999 0 0.00015789813383133126
leaf_weight=67.520880050567939 1049.3723081718344 136.29812205975759 135.98261874890159 364.96682867036725 424.32258656583144 150.65435609011911 202.35265331950359 41.72694290340587 421.24431419536995 271.61754392783769 80.252181484363973 90.354057532269508 85.246879540150985 28.296715503005544 282.76149218950013 168.5076640942716 99.039586549071828 11.407400520642112 71.984158699051477 429.73606683121761 47.046037282329053 436.69558813184631 229.13422909402288 5.5438702870887928 12.342847809548401 10.378426676848902 11.439047195017336 77.715136794111459 2.3666611895896486 14.618132694042286 2.6692592813633382 4.8977814773097661 2.9775186241604414 18.42446307069622 8.3299949222709966 23.941649575717751 8.1521970843896252 2.2763339765369883 31712.438381147338
leaf_count=25506 55697 15308 133500 51194 44586 11707 26495 4264 68323 52321 5344 6620 8095 2937 29794 17598 15440 1032 7019 38679 3395 47870 14733 3172 2183 878 580 9211 120 694 184 363 79 1341 366 938 508 123 2155928
internal_value=0 -0.000768036 -0.00871086 -0.000177901 -0.00283575 -0.00921036 0.000911376 -0.00299024 -0.00277357 -0.00673881 0.00250299 0.00442741 0.0110959 0 0.00218496 0.00578354 0.00360724 -0.0213384 0.00728684 0.0015196 0.00838279 -0.00033571 0.0161805 -0.0167542 -0.0147079 -0.0194316 -0.0213705 -0.00377548 -0.0242695 8.79162e-05 0.00011641 -0.00595685 -0.0120154 -0.0184188 0.0159052 0 0.00624128 0.0131322 8.74146e-05
internal_weight=0 4396.93 230.865 4166.07 1272.48 658.775 2893.59 505.754 1373.02 785.457 351.87 1520.57 404.735 452.619 587.567 451.269 613.706 53.1343 436.951 1115.83 249.399 866.432 314.381 163.344 433.587 157.8 147.422 176.755 153.021 32848.1 32772.8 75.2881 26.2998 23.3222 10.9993 48.9883 34.3702 26.218 32761.8
internal_count=2864125 647904 163636 484268 147510 64646 336758 52819 190871 128171 57665 145887 29448 47523 62700 47392 82864 5296 58213 116439 29890 86549 22828 138130 70506 134958 134080 24651 11827 2216221 2212175 4046 1783 1704 550 2263 1569 1061 2211625
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1591565 23 12 9 1 288 1 1 1 1 672 1 1 1 1 116 1 384 8
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=40
num_cat=17
split_feature=3 0 2 1 3 1 7 3 0 3 7 0 8 0 2 7 3 0 2 1 0 2 1 0 1 3 3 2 3 0 0 1 2 3 1 0 3 3 3
split_gain=0.273813 0.256839 1.03707 1.86553 1.533 1.43831 0.862408 0.653509 0.617851 0.572264 0.44095 0.376156 0.384158 0.34558 1.76382 1.08996 0.789041 0.438011 1.36903 0.587811 0.526235 2.81873 2.16627 0.733464 1.82495 0.437294 0.549951 0.437127 0.365545 0.298941 0.181913 0.134102 0.12286 0.140488 0.112792 0.10518 0.0879262 0.0757385 0.0630412
threshold=18.500000000000004 30.500000000000004 0 1 2.5000000000000004 2 3 1.5000000000000002 141.50000000000003 2.5000000000000004 4 279.50000000000006 5 26.500000000000004 6 7 4.5000000000000009 24.500000000000004 8 9 20.500000000000004 10 11 19.500000000000004 12 1.0000000180025095e-35 6.5000000000000009 13 4.5000000000000009 118.50000000000001 133.50000000000003 14 15 36.000000000000007 16 37.500000000000007 4.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=2 2 9 1 2 1 1 2 2 2 1 2 1 2 9 1 2 2 9 1 2 9 1 2 1 2 2 9 2 2 2 1 9 2 1 2 2 2 2
left_child=1 13 3 4 6 30 8 -5 -3 11 -6 12 -7 17 25 -16 -17 20 31 -20 23 34 -23 27 -25 -15 -27 -1 -21 -12 35 -19 33 -2 -22 -4 -9 -33 -37
right_child=32 2 5 7 10 9 -8 36 -10 -11 29 -13 -14 14 15 16 -18 18 19 28 21 22 -24 24 -26 26 -28 -29 -30 -31 -32 37 -34 -35 -36 38 -38 -39 -40
leaf_value=0.0018083406042882376 -0.012425338444786787 0.017994848430970753 0 -0.016786250420249511 0.00016452424572525531 -0.023988993667844866 0 0.0030723897262647879 0 0 -0.014381873403304438 0 0 0 -0.0009024801787989368 0.024485859632312416 0 0 0 -0.022497198827965258 0 -0.0010822237836169877 0.019737568716154452 0.0063807252659408391 -0.016918111623758846 -0.01720809240626987 0 -1.8358094999211964e-05 0 0 0 0.010607298807555302 0 0 -0.013675219783448905 0.01093817556755346 -0.0032591925710178612 0 0
leaf_weight=1311.7737084895343 10.945145690930071 94.402912065561395 1.4896420956356449 32.605503545200918 8.5894439490511996 46.998827632778557 27.829289219516795 22.619758556887977 4.3222584077157071 12.702841765480114 18.026852584618617 0.17023957381024857 0.19878283888101478 4.9640812262659919 6.1910499916994013 42.822941311285831 2.3030961267650119 2.206575726158917 4.4308008351363242 34.133840647060424 6.2789475703029893 44.257041793898679 83.448001990444027 9.7378756646066886 42.114217642956646 14.363806437409945 0.19497868430335152 35295.507665334902 1.2260075183585275 3.9687183634378007 2.3375221462920308 9.5160486598615499 1.9181312427390373 0.41665148289757858 20.046885402291085 6.0065545816905797 6.0140686379745594 0.34877352777402926 0.28216443583369244
leaf_count=187512 1105 4727 168 2609 446 5014 1637 1568 251 1299 863 6 11 277 402 2066 115 186 425 2645 781 1576 3461 449 2132 1240 16 2636222 57 211 167 809 315 46 2187 605 443 27 32
internal_value=0 1.40718e-05 -0.00279919 0 0.00662266 -0.0108062 0.0121267 -0.00994297 0.0151038 -0.016694 -0.00483458 -0.021782 -0.022896 4.64202e-05 0.00590586 0.0142101 0.0192575 2.22365e-05 -0.00726317 -0.0144713 4.65485e-05 0.00538536 0.0121963 1.15544e-05 -0.00942986 -0.00675503 -0.013092 4.08266e-05 -0.0182072 -0.00969258 0.00358937 0.00499499 -0.00794325 -0.00877995 -0.0113727 0.00833691 0 0.00769025 0.0100668
internal_weight=0 37224.4 288.565 218.379 157.139 70.1866 126.554 61.2393 98.7252 60.0707 30.585 47.3679 47.1976 36935.9 70.84 51.3171 45.126 36865 51.862 39.7906 36813.2 154.031 127.705 36659.1 51.8521 19.5229 14.5588 36607.3 35.3598 21.9956 10.1159 12.0714 13.2799 11.3618 26.3258 7.77836 28.6338 9.86482 6.28872
internal_count=2864108 2862642 20057 12755 8135 7302 6615 4620 4978 6330 1520 5031 5025 2842585 4116 2583 2181 2838469 4149 3127 2834320 8005 5037 2826315 2581 1533 1256 2823734 2702 1074 972 1022 1466 1151 2968 805 2011 836 637
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=9450546 118 260 9 6 1 9964564 2 8388944 14 8914446 289 264 13213700 128 2097969 40
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=40
num_cat=18
split_feature=1 2 2 3 3 0 1 8 0 1 1 1 0 3 1 2 2 0 0 0 3 10 1 2 0 0 3 1 2 0 1 3 0 3 2 0 0 3 3
split_gain=0.322382 0.588549 0.277141 1.85951 1.75792 1.63401 1.35763 1.14236 0.999502 2.42269 2.19719 0.813298 0.687148 0.431119 0.715548 0.880272 0.639905 0.946349 0.910463 0.587455 0.553362 2.08051 1.7582 1.457 1.19526 0.785536 0.456002 3.70097 1.72555 1.48887 0.378064 3.79878 1.28436 0.365168 0.343593 0.338591 0.292067 0.289667 0.262047
threshold=0 1 2 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 7 8.5000000000000018 9.5000000000000018 8 9 10 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 11 12 13 1.5000000000000002 3.5000000000000004 7.5000000000000009 14 15 1.5000000000000002 16 5.5000000000000009 9.5000000000000018 11.500000000000002 17 53.500000000000007 1.5000000000000002 16.500000000000004 31.500000000000004
decision_type=1 9 9 2 2 2 1 1 2 1 1 1 2 2 1 9 9 2 2 2 2 1 1 9 2 2 2 1 9 2 1 2 2 2 9 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 10 -10 -6 -9 37 20 16 33 17 36 -18 -19 26 22 34 25 -24 -23 30 29 -29 -28 31 -4 -32 -16 -22 -8 -15 -5 -20
right_child=2 -3 13 12 7 6 35 11 9 -11 -12 -13 -14 14 15 -17 18 19 38 -21 21 23 24 -25 -26 -27 27 28 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.013470329324903565 -0.0026100584014556939 0 -0.0001263108487799506 0.023605759924432153 0.014134483114209085 0 0.017514601288179065 -0.0002653145228289976 0.0075340742449562445 -0.0076098160089400823 -0.0040156568469791754 0.015787109915610411 0 0.0011620760693991099 -0.0013219818296377533 -0.012714154840774075 0 0.016790279757489118 -0.0175682932778825 0 0.016141618086010421 0.027464209222168374 -0.016446635174573447 -0.001929180466816553 0 0 0.020364794883473852 0.0035172327273269481 -0.014871549599463803 0 6.3193826637284444e-06 -0.011368363928641222 0.0031733130037514684 0.0093537205135034978 0 0 -0.0070104261788750503 0 0
leaf_weight=12.003564290749635 64.269032652111491 57.606900314625818 7719.8351345735373 25.589896012592369 62.455417927423696 62.632679959759116 134.95434688508976 8.8276886590756476 78.160511356312782 534.79326218421556 123.13571416227933 20.572326543275267 1.4753281790763129 115.40997060056543 12.46691540873144 90.647655725799268 13.947349707450483 31.904357057530433 24.26173920501606 5.4400610541924825 11.530426240729867 40.914151533041149 52.946077218133723 7.7705630119889966 38.991300000052433 7.3510826295241705 38.354057667325833 24.514434031501878 173.02074826778698 32.979760281887138 25962.708889499176 285.8049818200052 1328.1871535672981 11.054923538104047 1.7342341495386762 0.89733292534947295 25.432876136736013 0.56313768078689364 0.23989335470832784
leaf_count=44792 14607 24162 688853 2676 21562 7741 14201 446 10912 60923 26006 983 126 7218 1477 7309 1586 1900 2388 362 1990 1602 4469 540 2926 307 3618 2897 10911 2094 1795403 25383 68296 1307 284 86 1710 64 18
internal_value=0 -0.0054256 0 0.00152931 0.000326505 0.00721901 0.0116395 -0.00168714 -0.00288552 -0.0049519 0.002287 0.0108301 0.0191838 -4.15465e-05 -0.0034816 -0.00864762 0 0.00304028 -0.00747406 0.0131114 0 0.0053572 -0.00128103 0.0174078 -0.00856953 0.0214111 -3.56238e-05 -0.00392539 -0.0111185 0.0104897 0 -0.000605182 0.000174682 0.000438838 0.012343 0.0159132 0 0.022362 -0.0160999
internal_weight=0 69.6105 37175.8 1118.33 1090.7 262.753 198.484 827.945 798.545 612.954 185.591 29.4 27.6284 36057.4 330.806 114.169 216.636 178.187 38.449 37.3444 35726.6 161.238 105.202 56.0358 91.9374 48.2652 35565.4 268.869 197.535 71.3338 35296.5 8005.64 27290.9 23.5218 13.2647 135.852 140.843 26.153 24.5016
internal_count=2864135 68954 2795181 160333 157467 36635 22028 120832 119403 71835 47568 1429 2866 2634848 25275 10093 15182 11190 3992 2262 2609573 12118 9669 2449 7395 1909 2597455 19520 13808 5712 2577935 714236 1863699 2784 2274 14287 8928 2740 2406
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=2 31562 25276544 152 1 528 104 256 212 327 6556706 1 541 2417 84 2097230 84 2376042
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=40
num_cat=25
split_feature=3 2 3 3 7 1 1 3 8 0 7 1 0 3 5 1 2 12 0 0 7 2 2 3 1 4 3 0 4 0 2 8 1 2 3 7 1 2 7
split_gain=0.24578 0.208227 2.93951 2.27598 1.43452 4.58526 2.56538 1.64751 1.57138 1.32361 0.768473 1.43067 1.60976 0.340261 5.48188 5.59582 5.75062 6.8946 4.02772 4.02277 5.06567 6.77443 4.66144 4.77079 4.52563 2.51099 1.47997 1.09426 0.924103 3.15242 4.88194 4.28671 4.25368 2.17614 1.47201 4.24295 4.03004 3.47594 3.46523
threshold=18.500000000000004 0 4.5000000000000009 1.0000000180025095e-35 1 2 3 1.5000000000000002 4 1.5000000000000002 5 6 1.0000000180025095e-35 4.5000000000000009 7 8 9 10 4.5000000000000009 1.5000000000000002 11 12 13 5.5000000000000009 14 15 11.500000000000002 5.5000000000000009 16 4.5000000000000009 17 18 19 20 1.5000000000000002 21 22 23 24
decision_type=2 9 2 2 1 1 1 2 1 2 1 1 2 2 1 1 9 1 2 2 1 9 9 2 1 1 2 2 1 2 9 1 1 9 2 1 1 9 1
left_child=1 2 3 10 6 9 7 -5 -7 -6 -1 -12 -13 28 19 18 17 -17 26 22 24 -22 23 -15 -21 -24 -16 -18 34 31 -31 33 -33 -30 38 36 -36 -37 -3
right_child=-2 13 -4 4 5 8 -8 -9 -10 -11 11 12 -14 14 15 16 27 -19 -20 20 21 -23 25 -25 -26 -27 -28 -29 29 30 -32 32 -34 -35 35 37 -38 -39 -40
leaf_value=-0.0017485386598531953 -0.0075945015274065039 -0.0015071593624036898 0.012910097603427685 0 -0.0032732527358575233 -0.016538929965106274 -0.0068555628185926164 0.015436859681328671 0.0029550172140293245 0.0092299198618102495 0 0 0.021361758427227956 0.025283197765285273 -0.026374113009665731 0.02663724028605155 -0.01229252894815925 0.00042028351343203314 0.012865115591071506 0.00314211373438536 0.0049255848267927421 -0.020449770634684561 -0.0065862854149003561 0 -0.0092353158472761269 0.0013589504099761123 0 0.0040332939812857726 0.0017311569203794031 0.015822852935775521 -0.0020726170953816571 0.015724463199193104 -7.7990888870291923e-05 -0.0059137639619551621 0.006362009629403545 0.0096225445499969371 0.0009894124902410234 -0.0036921029698080525 0.0013103516315395042
leaf_weight=34.961239062875393 13.120931477416887 10172.780201736354 156.74493302937844 64.413269460521406 105.85566768415447 281.18318543899295 140.93216025420043 116.91385618467757 9.5408082855865342 134.01553054972464 148.07314710036735 38.783599318237975 88.565904900082387 114.97572560604021 65.688971768933698 248.97035327788035 85.650576824060408 195.65805857023224 12.378169362898914 638.90619817785046 104.9936817324633 379.92213029623963 588.99987438522294 139.5203336284103 462.53863452973019 981.02487798775837 6.7234073324652845 11.15222910302691 366.05247705083093 215.78502021841996 304.84714779641945 166.95236491318792 770.51838145044167 2167.1511638355223 1873.2241880184083 167.22334180772305 6006.377458442068 2156.2921624841692 7516.3120420270461
leaf_count=4623 1491 860371 18023 6463 23779 35876 20833 14318 604 15431 19645 12877 11216 12290 14635 27440 9640 15041 1348 31381 9432 17075 44076 15210 24219 61898 1226 1034 66385 23729 17084 5092 35177 325559 141062 13651 316764 121297 466824
internal_value=0 -1.49105e-05 0.00118838 -0.000414599 -0.00330966 -0.00641546 0.00121096 0.00894185 -0.0143013 0.00274827 0.00624952 0.00811073 0.014613 -6.87391e-05 -0.000932928 0.00733441 0.0113 0.0161481 -0.011677 -0.00258867 -0.00623687 -0.0144273 0.00047113 0.0121451 -0.00193431 -0.00149251 -0.0224815 -0.00698567 3.2037e-05 -0.00137421 0.00550733 -0.00253055 0.00298821 -0.004701 0.000245272 0.00120583 0.00233021 -0.00246028 -0.000292953
internal_weight=0 37240.6 1319.98 1163.24 852.854 530.595 322.259 181.327 290.724 239.871 310.384 275.423 127.35 35920.6 4037.1 626.222 541.431 444.628 84.7905 3410.88 1586.36 484.916 1824.52 254.496 1101.44 1570.02 72.4124 96.8028 31883.5 3991.31 520.632 3470.67 937.471 2533.2 27892.2 10203.1 7879.6 2323.52 17689.1
internal_count=2864119 2862628 183688 165665 117304 75690 41614 20781 36480 39210 48361 43738 24093 2678940 285945 70364 53155 42481 17209 215581 82107 26507 133474 27500 55600 105974 15861 10674 2392995 473026 40813 432213 40269 391944 1919969 592774 457826 134948 1327195
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=29732864 6 314 710 1 4 394 2 39 18281 1 1 2637970 2100932 820 2 2 2100548 1 772 18450 5 124 2056 1
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=40
num_cat=22
split_feature=2 3 13 1 5 7 1 3 1 1 0 0 3 0 0 0 7 3 5 0 0 0 0 2 13 0 2 1 7 2 1 2 3 7 3 0 2 13 2
split_gain=0.247007 2.52951 1.81057 2.45562 2.10161 1.85816 2.30584 1.77738 2.20426 1.84987 1.36255 1.1623 0.930345 0.911359 0.850805 0.849156 0.596396 0.518027 1.55101 0.478251 0.284801 0.273853 0.268907 0.780279 1.29146 0.732346 0.423991 0.288208 4.1326 1.93355 3.38328 1.38157 1.15911 0.956587 5.4623 4.62436 2.34569 0.827707 4.33187
threshold=0 4.5000000000000009 1 2 3 4 5 1.5000000000000002 6 7 3.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 8 6.5000000000000009 9 12.500000000000002 15.500000000000002 102.50000000000001 96.500000000000014 10 11 87.500000000000014 12 13 14 15 16 17 1.0000000180025095e-35 18 2.5000000000000004 2.5000000000000004 19 20 21
decision_type=9 2 1 1 1 1 1 2 1 1 2 2 2 2 2 2 1 2 1 2 2 2 2 9 1 2 9 1 1 9 1 9 2 1 2 2 9 1 9
left_child=1 2 5 15 14 6 12 9 13 10 -7 -11 -1 -9 16 -4 -5 18 19 -3 -16 -17 25 24 -24 27 -27 28 31 30 -30 -2 -31 34 35 -29 -36 -35 -39
right_child=22 17 3 4 -6 7 -8 8 -10 11 -12 -13 -14 -15 20 21 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 33 29 32 -32 -33 -34 37 36 -37 -38 38 -40
leaf_value=-0.014678068303507248 -0.0015570196167339859 0.020768443848449412 0 0 0.01664225103008312 0.0016345106461189631 0.013536806258544511 -0.002041022025475158 -0.011950604484950625 0.0040349202367417382 0.023570821229818878 -0.008603317600025669 0.0022796921134219726 0.011446053167420528 0.0097270775924665973 -0.022798941428348443 -0.015654787048462591 0 0 0 0 0 0.00062908515487436511 0.0031074873767952308 -0.0175771816284888 0.01441012045035873 0 0.0079387986450801008 0.021666771383287001 -0.0033888440965622484 0.0013029237890464706 0.019461881838937975 0.00026077649565294566 -0.00033336532407543149 0.0041175705990588547 -0.0064748204743407187 -0.019051264490250741 0.0064832632748523192 -0.00031222823302713844
leaf_weight=27.287907132966211 9.6897558154887502 92.998966725790524 15.36197541002184 60.478019782924093 31.395887371734716 124.61545561284584 187.56540889979078 47.397776128222176 201.07036721904296 85.139349482007674 35.140227962489007 115.69476749117166 7.1214295084500909 49.269240500696469 7.1517670333851111 75.449000404216349 32.69872687116731 41.545863643288612 18.743101880681934 1.9402624412905414 5.80602523451671 0.43356233416125078 18.758380816318095 16.069228706997819 47.625507401535287 15.203013568767346 3.9562112428247938 413.42479218628432 66.391820237535285 1173.8153595451331 584.03638709670486 117.75037664869524 2691.8892289433552 24454.271072404154 20.325221000224701 410.25818351545604 201.04367551328323 1115.5276009616791 4621.3589841027861
leaf_count=7045 3898 8131 1803 4900 3131 21011 22389 14642 29969 19731 3971 13143 2377 5330 408 5756 2484 4370 4710 156 469 42 768 1583 2403 622 401 22652 21353 174402 64463 12051 300755 1799973 2554 17902 11890 71717 178991
internal_value=0 0.00133114 -0.000196656 -0.00779027 0 0.00163893 0.00887207 -0.000762305 -0.00650395 0.00332638 0.0104534 -0.00202995 -0.00613163 0.00328791 -0.00542842 -0.0175146 -0.00980935 0.0122024 0.0150998 0.0196558 0.00394083 -0.0221766 -6.72529e-05 -0.00497567 -0.0097173 -4.35029e-05 0.0121216 -6.84743e-05 0.000649345 1.06453e-05 0.0049509 0.0160819 -0.000785963 -0.000185449 -0.00310964 0.000433027 -0.0160871 -7.03256e-05 0.000994676
internal_weight=0 1264.31 1109.08 228.775 137.53 880.302 221.975 658.327 297.737 360.59 159.756 200.834 34.4093 96.667 106.135 91.2445 93.1767 155.228 113.682 94.9392 12.9578 75.8826 35981.4 82.4531 66.3839 35898.9 19.1592 35879.8 4643.57 4516.13 650.428 127.44 3865.7 31236.2 1045.05 823.683 221.369 30191.2 5736.89
internal_count=2864346 175968 158601 18993 11392 139608 31811 107797 49941 57856 24982 32874 9422 19972 8261 7601 7384 17367 12997 8287 877 5798 2688378 4754 3171 2683624 1023 2682601 576922 560973 85816 15949 475157 2105679 54998 40554 14444 2050681 250708
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=25473024 1 648 2 2 51 154 785 9 2 376 1 2096 525 8 1573908 12 2163214 8 2097229 1 2688019
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=40
num_cat=23
split_feature=3 2 7 3 0 3 0 1 0 5 1 0 0 12 6 1 3 3 0 8 1 0 5 0 7 10 13 2 0 2 3 1 1 5 0 1 1 1 2
split_gain=0.232684 0.236835 3.50743 3.53988 3.26833 2.81937 3.30017 2.41265 2.19131 1.96234 1.8937 1.94525 1.77498 1.77478 1.72797 1.6728 1.70178 1.62651 1.61605 1.53997 1.51975 1.38742 1.33625 0.856782 0.855331 6.8861 5.28356 9.0891 8.52264 3.302 4.47458 13.7406 5.30999 3.04626 2.77112 7.77753 6.93665 2.62787 2.49569
threshold=18.500000000000004 0 1 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 2 31.500000000000004 3 4 3.5000000000000004 10.500000000000002 5 6 7 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 3.5000000000000004 11 12 13 14 1.5000000000000002 15 1.0000000180025095e-35 16 17 18 1.5000000000000002 19 20 21 22
decision_type=2 9 1 2 2 2 2 1 2 1 1 2 2 1 1 1 2 2 2 1 1 2 1 2 1 1 1 9 2 9 2 1 1 1 2 1 1 1 9
left_child=1 2 5 7 18 6 9 23 -8 14 13 22 19 21 -1 -6 -17 -13 -5 -9 -11 -7 -12 -4 25 29 28 -28 -27 34 31 -31 -32 -30 36 -36 -3 -29 -26
right_child=-2 24 3 4 15 10 8 12 -10 20 11 17 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 38 26 27 37 33 30 32 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.01005649536274225 -0.007340968036745269 -0.0049030552965355903 0.012544427222444064 -0.010787629598616512 0 0 0.027469346140377104 -0.0033410309875630964 -0.0026742291926703902 -0.0053622346397535926 -0.00033010852251212798 0.00016446383568947522 -0.01727229953719701 0.0067780517129163095 0.0043221126211425371 -0.036948228499983013 0 0.011110723919448446 0.0085646933740939086 0.014548755884111492 0.01599921010185083 -0.018926592478435221 0.005241074933163844 0 0.00046245442885084383 0.00090014185253406713 0.022077115982190414 0.0016283288552698756 -0.011178737376562827 0.020886332844595259 0.012937811473225591 -0.0086360568958997758 -0.00064469012404904128 0.0051028496213985017 0.01047054731977423 -0.0016295743525388485 0.0039914603523795566 -0.010416246379233482 -0.0018890781650800336
leaf_weight=558.67469615460141 13.005548617904422 1745.1464490336366 105.66041428998506 61.593339648024994 21.624434053810546 21.462061616723076 22.180396204959838 1072.8978719480165 7.8886159870016845 10.593317667235167 1217.5780133744847 266.91904094774509 71.459479239652865 17.378518416546285 48.775999354809755 71.552602673735237 1.9397214245691419 468.87728668318596 45.192824901168933 15.801140165509421 31.334811274238746 78.9503228374233 570.10005737746906 28.938401978841284 14545.645651432522 1261.0346472030506 166.83573612570763 748.40672943135723 1407.0089771170169 494.11412374807696 329.22442498875898 184.20465386684373 1141.81646507603 81.645889547420666 958.61663900359417 1045.329866333188 1668.8439966205624 189.06887329183519 6439.1344027875748
leaf_count=94794 1458 100355 24864 11382 2513 20269 2031 141151 682 1697 156782 25196 6790 1134 6533 7022 214 39114 5903 848 5927 18686 83910 3480 724061 38988 4635 13549 25341 56982 52420 40397 158152 3468 44278 47926 123620 3396 764204
internal_value=0 1.5782e-05 -0.000625786 -0.0046186 -0.0162856 0.00111808 -0.00433785 -0.00228006 0.0171809 -0.00649051 0.00267103 0.0033646 -0.00397523 -0.00754184 -0.00828225 -0.0274353 -0.0312599 0.00769359 -0.000322193 -0.00243002 0.00792468 -0.013888 0.0013387 0.00830689 0.00012105 0.000822071 -0.00256643 0.00305391 -0.00494016 0.00259172 0.00590789 0.0125924 0.00247498 -0.0100051 0.00118278 0.00412373 -0.000473837 -0.000820739 -0.000247061
internal_weight=0 37223.5 4817.37 1496.66 201.903 3320.71 679.448 1294.76 30.069 649.379 2641.27 2523.47 1160.16 117.791 607.451 95.1168 73.4923 735.796 106.786 1088.7 41.9281 100.412 1787.68 134.599 32406.1 11421.3 3854 1104.31 2749.69 7567.3 2149.36 678.319 1471.04 1488.65 5417.94 2003.95 3413.99 937.476 20984.8
internal_count=2864152 2862694 660922 204167 27034 456755 111664 177133 2713 108951 345091 305002 148789 40089 101327 9749 7236 64310 17285 141999 7624 38955 240692 28344 2201772 713507 89377 21580 67797 624130 307951 97379 210572 28809 316179 92204 223975 16945 1488265
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=1068421 9 520 2 19 1 1 88 1 561 2 6 1 1 2097176 17403944 456 560 2 389 904 448 29986848
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=40
num_cat=26
split_feature=1 2 6 2 1 3 3 1 7 2 1 0 0 7 12 7 0 0 2 3 1 0 1 7 1 1 2 7 7 3 2 1 0 1 4 13 0 0 0
split_gain=0.225554 0.641522 0.191266 1.91364 1.66238 1.46169 2.70573 1.49785 0.857493 2.76473 3.48602 2.33466 1.75298 2.08919 1.73615 0.852567 0.958475 0.663986 1.84508 1.52766 1.13597 1.09534 1.10266 0.967574 0.950394 0.718967 3.03954 0.859847 0.622096 0.605022 0.56518 4.16328 1.63161 1.47739 4.01083 1.34915 0.791359 0.564359 0.53119
threshold=0 1 2 3 4 1.0000000180025095e-35 2.5000000000000004 5 6 7 8 4.5000000000000009 1.0000000180025095e-35 9 10 11 2.5000000000000004 23.500000000000004 12 1.5000000000000002 13 39.500000000000007 14 15 16 17 18 19 20 7.5000000000000009 21 22 1.5000000000000002 23 24 25 7.5000000000000009 25.500000000000004 4.5000000000000009
decision_type=1 9 1 9 1 2 2 1 1 9 1 2 2 1 1 1 2 2 9 2 1 2 1 1 1 1 9 1 1 2 9 1 2 1 1 1 2 2 2
left_child=1 -1 17 5 15 28 -7 38 9 10 -6 -11 13 -10 -14 -5 -17 25 20 -20 23 22 -22 37 -23 26 -2 -28 -4 -29 31 35 -33 34 -32 -27 -35 -19 -8
right_child=2 -3 3 4 8 6 7 -9 12 11 -12 -13 14 -15 -16 16 -18 18 19 -21 21 24 -24 -25 -26 30 27 29 -30 -31 33 32 -34 36 -36 -37 -38 -39 -40
leaf_value=-0.013105447283426242 0.013240955495901988 0 0.0053577807726425605 0 0.0061189735032740689 0.023391886683471416 0.016377249013249131 -0.0084996013281859722 0.010012857370651128 0 -0.010610898404293308 0.025777271948549035 -0.0062956923070810501 -0.0056658559084658833 0.0008478450658724586 0 0.025929610816101536 0 -0.024176821459966597 0 0.0099144506495502591 0 -0.0054349986340635238 -0.0020986786766914673 -0.0168640354986201 -0.017488943537819105 0.00041268350741836693 -0.014697483921447058 -0.006736209886433954 0 0.023323559731305624 -0.0018627735531239181 0.0012131275603832717 4.1641302192345573e-05 -0.010862739482746232 0 0.0022629731650618489 0.018607501599680696 0
leaf_weight=11.785566029870095 23.559615293761453 56.824456583864958 33.557538268476492 6.734543664730154 224.03965912747663 85.87228348672943 25.653485968177847 52.288234896550421 191.30708179433714 56.376542370951938 186.63394121329475 54.188344816444442 853.13616670067131 77.80615524550376 434.24906959850341 17.553928405206534 27.84678826079471 5.8880873322486869 43.54653029536712 24.469998156186193 49.174461553338915 32.569007556739962 41.932508023804985 7.8056240824516854 41.711907962220721 168.32917881449248 15.579912194039935 174.8790350192121 50.56302339807371 3.0115687952347789 64.375828108131827 3317.5118929293494 3455.2120504989689 25519.499518992016 18.085991858561101 24.345148821128532 1707.5962738199305 47.633033130143303 8.0889621440437605
leaf_count=45221 21733 23434 3957 1317 8083 12393 6184 6258 15483 6443 7373 2798 45855 6902 14751 3930 1685 381 5104 2786 3124 1481 2978 606 3289 62981 10131 95216 9039 1290 42351 379485 285960 1627494 14087 2276 77268 2242 773
internal_value=0 -0.00455237 1.12388e-05 0.000877651 -3.34923e-05 0.00842158 0.013417 0 -0.000739682 0.00240774 -0.00108535 0.0142162 -0.00201552 0.00450857 -0.00369394 0.0129568 0.0174069 -4.02706e-05 -0.00454105 -0.0152581 0 -0.00369036 0.0011462 0.00919261 -0.0114764 0 -0.00526701 -0.0106882 0 -0.0129345 4.15654e-05 -0.000749218 -0.000250656 0.000255027 0.0112593 -0.013929 0.000194229 0.0142405 0.0106163
internal_weight=0 68.61 37172.6 2385.9 2129.87 256.024 171.903 86.0307 2077.74 521.238 410.674 110.565 1556.5 269.113 1287.39 52.1353 45.4007 34786.7 294.731 68.0165 226.715 165.388 91.107 61.3267 74.2809 34492 217.03 193.471 84.1206 177.891 34275 6965.4 6772.72 27309.6 82.4618 192.674 27227.1 53.5211 33.7424
internal_count=2864142 68655 2795487 153224 114620 38604 25608 13215 107688 24697 15456 9241 82991 22385 60606 6932 5615 2642263 21991 7890 14101 10872 6102 3229 4770 2620272 128370 106637 12996 96506 2491902 730702 665445 1761200 56438 65257 1704762 2623 6957
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 31566 1 1594247 4 908 4 2460704 304 9 1 2 9449906 36 152 5 64 4 8979486 4 8 1067284 17 1 2 1
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=40
num_cat=24
split_feature=3 2 1 8 7 2 5 3 0 0 13 1 0 0 1 2 0 13 0 3 8 5 7 5 5 2 1 7 7 1 3 7 0 0 3 2 3 2 0
split_gain=0.183826 0.178158 6.76405 3.85182 4.11002 3.35023 6.43523 3.01114 3.44101 3.12208 2.91421 2.72234 2.71259 2.66546 1.90235 2.05113 2.05938 1.6954 1.64377 5.69435 6.20544 9.28965 5.63021 6.92115 5.24187 5.22504 4.84616 4.51976 4.22406 3.09934 3.07517 2.76515 2.2818 1.08554 0.89516 0.674743 0.660295 0.625309 0.668869
threshold=18.500000000000004 0 1 2 3 4 5 4.5000000000000009 6.5000000000000009 1.5000000000000002 6 7 8.5000000000000018 1.0000000180025095e-35 8 9 9.5000000000000018 10 1.5000000000000002 1.0000000180025095e-35 11 12 13 14 15 16 17 18 19 20 3.5000000000000004 21 20.500000000000004 4.5000000000000009 9.5000000000000018 22 1.5000000000000002 23 10.500000000000002
decision_type=2 9 1 1 1 9 1 2 2 2 1 1 2 2 1 9 2 1 2 2 1 1 1 1 1 9 1 1 1 1 2 1 2 2 2 9 2 9 2
left_child=1 14 5 7 35 6 -3 9 13 10 -4 -10 -11 -9 15 17 34 33 19 22 21 -21 23 -16 30 -22 27 -26 -28 -24 32 -32 -20 36 -17 -5 -1 -6 -39
right_child=-2 2 3 4 37 -7 -8 8 11 12 -12 -13 -14 -15 18 16 -18 -19 24 20 25 -23 29 -25 26 -27 28 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.0054826071623516734 -0.0065542613139162017 0.038387198296249078 -0.0040188022624545001 -0.016671256691142215 0 0 -0.0050663166911737697 0 0.01864845811551338 0.0023976340216385751 0.0028156159466608973 -0.0056787648696898368 -0.0039415786228359844 -0.012009525868185758 -0.0057332606722328011 -0.027294591596512527 0.0015687775930751267 -0.016736270415499431 -0.00076478249729027871 0.0059120704597189107 -0.0028555179526787576 -0.0031472544398953245 -0.0038770826074851217 0.01811364894842063 0.017584475744032612 0.023068108983100407 0.010463811678519388 -0.0091279151714891132 -0.0026886532295120782 0.0039272835448982274 -0.0018712846450647182 -0.0099122139737489751 0.0080636229698555755 0.008256267711615228 0 0 0.0017489707723491639 0.018132427422080925 0
leaf_weight=242.19022268205299 12.646514512933207 84.909699354255281 3057.0241001242757 24.93925169762224 9.6860366932232846 85.609557395142474 23.674350883251464 247.53833502477937 56.383573069470003 3716.3747677567881 705.74579012312461 38.644196733250283 767.3638217967673 614.29419573127234 2697.7242295943688 63.376187351015687 8.3324268867145275 36.699285583337769 8715.9881994667448 5473.8659364068189 2214.9306323584751 1357.5556526835389 626.01323499236605 93.256206851525349 365.17482155119069 38.973007005057298 301.34685030422406 37.398941431893036 777.23200697838911 1862.9748294902092 1482.5210522987181 673.89609465951798 269.22234967967961 98.902473212277982 0.34749409090727468 3.1870391420088735 130.12186028553697 217.59332862228621 4.2781154415570191
leaf_count=24077 1448 29511 402857 1176 588 129366 16193 30028 3558 323370 57411 3219 62406 55869 255603 78919 2340 1658 331613 351455 71106 223136 33332 10858 24352 2728 29080 2766 76109 110516 52569 27210 9376 4914 300 188 12459 10349 135
internal_value=0 1.29335e-05 -0.000346722 -0.000789216 0.0104668 0.0163869 0.0258381 -0.00117314 -0.00642141 -0.000506856 -0.00264571 0.00840456 0.00122727 -0.00862027 0.000150104 -0.00530289 -0.0180564 -0.00175996 0.000286063 0.00102396 0.0025512 0.00406217 -0.00154705 -0.00462954 -0.000530199 -0.00189029 0.00495836 0.0138244 0.000960626 0.00181548 -0.00129805 -0.00467677 -0.000441028 0 -0.0254307 -0.0118969 -0.00226755 0.0152548 0.0165657
internal_weight=0 37225.3 9657.25 9463.05 259.684 194.194 108.584 9203.37 956.86 8246.51 3762.77 95.0278 4483.74 861.833 27568 579.97 72.0561 507.914 26988.1 14365.3 9085.33 6831.42 5279.97 2790.98 12622.8 2253.9 1481.15 402.574 1078.58 2488.99 11141.6 2156.42 8985.21 471.215 63.7237 28.1263 372.312 231.557 221.871
internal_count=2864148 2862700 1126224 951154 12436 175070 45704 938718 92674 846044 460268 6777 385776 85897 1736476 124667 81559 43108 1611809 1058734 648425 574591 410309 266461 553075 73834 132307 27118 105189 143848 420768 79779 340989 41450 79219 1364 36536 11072 10484
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=25539552 12 1 4 1055 2 1 896 10 17039520 1 1 2 1 2 2 8388896 768 3 10 772 1 2067 2621444
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=40
num_cat=26
split_feature=0 2 5 7 8 1 1 13 3 0 0 0 3 3 3 0 1 2 2 0 2 1 7 3 0 2 1 5 2 7 12 1 2 2 7 2 1 5 0
split_gain=0.174078 0.840231 2.16999 1.84716 1.28662 0.981173 0.944432 1.11273 0.786129 0.736559 0.954816 0.608974 0.573891 0.259813 0.227884 0.208168 1.54042 0.959067 0.524087 0.332221 1.25414 0.463317 0.2911 0.269136 0.254747 5.48255 2.28086 2.59118 1.96799 1.61461 1.3171 0.52408 6.98375 3.73885 3.05475 0.608523 2.91077 1.89515 0.170054
threshold=30.500000000000004 0 1 2 3 4 5 6 2.5000000000000004 35.500000000000007 145.50000000000003 31.500000000000004 4.5000000000000009 6.5000000000000009 10.500000000000002 26.500000000000004 7 8 9 24.500000000000004 10 11 12 4.5000000000000009 15.500000000000002 13 14 15 16 17 18 19 20 21 22 23 24 25 199.00000000000003
decision_type=2 9 1 1 1 1 1 1 2 2 2 2 2 2 2 2 1 9 9 2 9 1 1 2 2 9 1 1 9 1 1 1 9 9 1 9 1 1 2
left_child=15 2 5 6 8 -2 7 -3 11 -8 12 -5 -11 -7 38 19 17 22 -18 24 -21 -22 -17 -23 31 26 27 -26 29 -27 -30 32 34 -34 -1 36 -33 -37 -9
right_child=1 3 -4 4 -6 13 9 14 -10 10 -12 -13 -14 -15 -16 16 18 -19 -20 20 21 23 -24 -25 25 28 -28 -29 30 -31 -32 35 33 -35 -36 37 -38 -39 -40
leaf_value=0.0023328104686577973 0 0.0019929163177657204 -0.0080815631127971257 0 0.0014503098198512833 0.029420865726230507 -7.6279862752538511e-05 -0.017313945165612656 0 0.018081273181888645 -0.00042990740501105843 -0.022129410602745547 0 0 0 0 0.00020105999504825366 -0.00011741934056405457 -0.011477112857118039 0.0052915963787318445 0 -0.020377292096236992 0.021096494965975193 0 0.040346501774327144 0.0043519957813444917 0.0010724072150905988 0 -0.023076438390508078 -0.0097866548050006188 0 -0.011157896773281391 0.015748932021678024 -0.001689891146693878 -0.030636811658674462 -3.446379123181499e-05 -0.00031712809369637468 0.002398398904101518 0
leaf_weight=17.640476078031497 2.9665459864772856 29.259719628433231 10.220777630980594 4.7620190092420662 6.9110212041996411 17.732603917247623 11.534958895994349 27.944228679058149 18.104132579057477 63.947648605913855 4.0559679837897411 81.241662331944099 6.9061091723851851 0.38778670597821374 0.29322171490639348 4.1772999021923169 3.8627602877677418 7.9258358717197543 20.71523211768363 10.046682398271512 4.7124839501630049 34.947833879065001 35.258676034398377 1.3871213510865334 39.386413330677897 230.0473460641806 92.083229562907945 7.9902380756102493 48.650360099156387 75.176034009607974 11.643773398362098 224.06278521579225 103.61113938374911 742.64507213798788 77.948819269742671 25983.36498192251 5584.8449504651944 3587.8363470559416 0.5315238949842741
leaf_count=23952 375 1667 1954 213 155 1766 735 1655 1289 3817 337 5309 468 45 25 279 414 652 1311 751 523 2814 1513 72 2580 6318 7517 1091 5231 2274 814 63278 60354 204459 99680 1440749 491115 426564 47
internal_value=0 -0.00232465 0.00618432 -0.00499992 -0.0130959 0.0208671 0.0010857 -0.00478439 -0.0173834 0.00766573 0.0121291 -0.0204233 0.0157366 0.0234853 -0.0150948 2.7906e-05 0.00454797 0.0131824 -0.00600849 7.27058e-06 -0.00637161 -0.0133444 0.0183451 -0.0166244 2.94393e-05 0.0021958 0.0169218 0.0297005 -0.00385206 0 -0.0160541 0 -0.00228139 0.000721165 -0.0234466 6.07088e-05 -0.000860021 0.000252624 -0.0163697
internal_weight=0 286.8 31.3077 255.492 111.019 21.0869 144.473 58.0287 104.108 86.4447 74.9097 86.0037 70.8538 18.1204 28.769 36950 71.9398 47.3618 24.578 36878 51.0941 41.0474 39.436 36.335 36826.9 504.977 139.46 47.3767 365.518 305.223 60.2941 36322 941.846 846.256 95.5893 35380.1 5808.91 29571.2 28.4758
internal_count=2864162 19857 4140 15717 6966 2186 8751 3394 6811 5357 4622 5522 4285 1811 1727 2844305 4169 2444 1725 2840136 4160 3409 1792 2886 2835976 25825 11188 3671 14637 8592 6045 2810151 388445 264813 123632 2421706 554393 1867313 1702
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=1057794 2 1 1 384 600 1 180 8389618 2361096 8388688 14 2 1118674 284 2 2092 9 1 14 4273088 1055 2 1065111 17 2
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=40
num_cat=28
split_feature=3 3 0 1 0 2 2 7 3 0 2 2 0 7 2 3 1 6 2 7 2 12 1 10 2 1 0 10 10 7 7 1 11 0 7 2 1 0 2
split_gain=0.190627 0.150002 1.77587 1.60544 2.65013 5.38779 2.56014 1.53663 1.29305 0.971131 0.965782 0.690728 0.515925 0.478836 0.473558 0.268127 0.18215 0.159527 1.80468 1.02344 3.2415 2.10069 0.799033 0.539603 0.508691 2.23393 1.58202 0.882452 0.602443 6.65435 5.03367 0.137909 0.129252 0.126193 0.119858 0.117367 0.0974185 0.0507926 0.176448
threshold=18.500000000000004 8.5000000000000018 5.5000000000000009 0 1.5000000000000002 1 2 3 10.500000000000002 3.5000000000000004 4 5 3.5000000000000004 6 7 13.500000000000002 8 9 10 11 12 13 14 15 16 17 6.5000000000000009 18 19 20 21 22 23 21.500000000000004 24 25 26 1.5000000000000002 27
decision_type=2 2 2 1 2 9 9 1 2 2 9 9 2 1 9 2 1 1 9 1 9 1 1 1 9 1 2 1 1 1 1 1 1 2 1 9 1 2 9
left_child=1 14 3 8 6 7 34 -6 11 -7 32 -3 -13 -8 16 31 -1 18 22 20 -20 -21 33 -24 25 26 -19 -27 29 -26 -30 -12 -4 -16 -5 -2 -37 38 -10
right_child=35 2 10 4 5 9 13 -9 37 -11 15 12 -14 -15 17 -17 -18 24 19 21 -22 -23 23 -25 28 27 -28 -29 30 -31 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0 0 0 0.0063941823496382879 0.01576509812937385 0.025109609962356873 -0.021989887512212189 0 0 0 0 0 0.032198147757439684 0 -0.0099342806761034755 -0.0039273483770434622 0 -0.0094570006251195118 -0.0015256120600920355 -0.0003459063610396939 -0.0036634999557001169 0.015341259228227945 0.0036533749092606538 0.019153552211227855 0 0.00077611233044950524 -0.015855150323001905 0.0059533497197915433 0 0.0030463290492809339 -0.0048518771129698731 -0.00053445812851403158 -0.022138798892700973 0 0.0031279882933571766 0 0 -0.010078375861903447 -0.0031502222604778657 0.0059496836979078139
leaf_weight=18.250842431618366 3.9397440153261396 2.3003473893622868 2.8674427960941102 16.881773891043849 91.178694138361607 18.515694902438558 22.558770816525794 14.452876082563305 3.3795457125525008 9.1253514214477018 7.2097234089742415 27.80138459047885 2.4095207742939229 227.0289909956191 30.95213292670087 3.6763592487550332 39.391440271745523 2194.1115428586781 426.73446975224942 1158.9039190481781 131.48497463343665 526.80278121843003 70.280106103455182 14.598598955199121 9010.4806139152497 118.39411563466638 286.69667824351927 14.546972238924353 5272.5267914336546 2680.2143919318914 14733.955653061785 17.313876204541891 3.6291115107014775 2.8890435658395281 3.8428960897144888 1.0535420440137386 7.7110260559129511 8.0787609330436663 13.519451180967737
leaf_count=51784 389 262 315 1857 5779 1960 1627 966 1053 921 450 3165 218 15495 3761 255 53458 217819 17153 84034 13042 20752 10162 527 223247 75178 24459 701 465451 67756 1494852 1204 414 238 461 84 956 820 1100
internal_value=0 7.24618e-06 0.00168864 0.00412807 0.000420751 0.0112202 -0.00447973 0.0207522 0.0158023 -0.0131609 -0.0129737 0.0253141 0.0258633 -0.00847912 -8.64672e-06 -0.0173404 -0.00696609 1.69749e-06 0.000798506 0 0.00362634 -0.00117131 0.0111047 0.015207 -4.50838e-05 -0.0013799 -0.000479102 -0.0124562 5.71471e-05 -0.000501161 0.000398655 -0.022134 0.000930454 0 0.0133411 -0.00667779 -0.00794476 0 0.00166514
internal_weight=0 37227 495.771 461.074 403.585 133.273 270.312 105.632 57.489 27.641 34.6965 32.5113 30.2109 249.588 36731.2 28.2 57.6423 36673.6 2362.65 2243.93 558.219 1685.71 118.72 84.8787 34310.9 2613.75 2480.81 132.941 31697.2 11690.7 20006.5 24.5236 6.49655 33.8412 20.7247 12.7043 8.76457 24.9778 16.899
internal_count=2864125 2862696 38322 35684 29066 9626 19440 6745 6618 2881 2638 3645 3383 17122 2824374 1909 105242 2719132 149669 134981 30195 104786 14688 10689 2569463 318157 242278 75879 2251306 291003 1960303 1654 729 3999 2318 1429 1040 2973 2153
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
cat_threshold=537 2289 10501764 3 2359681 1552 4 49153 72 2 1577476 4 10816544 1 545 1 1587332 992 1 2 5 10 68 1 5 1089 256 10487577
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=40
num_cat=22
split_feature=1 2 0 2 7 8 1 1 13 0 3 0 0 0 2 1 11 3 0 2 2 1 0 2 1 0 1 1 2 3 3 3 3 1 2 1 0 3 3
split_gain=0.218144 0.504336 0.157651 0.948631 1.55225 1.20737 0.939296 0.732628 1.01855 0.676583 0.606476 0.597511 0.822747 0.223787 1.69168 0.626492 0.448704 0.514825 0.30894 1.12103 0.296785 0.256801 0.255656 2.09038 2.447 0.627812 1.64372 0.563726 0.281762 0.248911 0.23278 0.218618 0.211171 0.17617 0.116001 0.0806573 0.0621017 0.0406957 0.0261641
threshold=0 1 30.500000000000004 2 3 4 5 6 7 31.500000000000004 2.5000000000000004 35.500000000000007 145.50000000000003 26.500000000000004 8 9 10 6.5000000000000009 24.500000000000004 11 12 13 20.500000000000004 14 15 19.500000000000004 16 17 18 4.5000000000000009 4.5000000000000009 10.500000000000002 6.5000000000000009 19 20 21 42.500000000000007 2.5000000000000004 3.5000000000000004
decision_type=1 9 2 9 1 1 1 1 1 2 2 2 2 2 9 1 1 2 2 9 9 1 2 9 1 2 1 1 9 2 2 2 2 1 9 1 2 2 2
left_child=1 -1 13 6 7 9 32 11 34 -6 -11 -5 -13 18 15 -15 20 -18 22 35 -16 -21 25 27 -25 28 -27 -24 -2 -17 -23 -10 -4 -22 -9 -20 -8 -7 -3
right_child=2 38 3 4 5 37 36 8 31 10 -12 12 -14 14 16 29 17 -19 19 21 33 30 23 24 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.012023286786292896 -0.0044224770191021766 0.0017695727092138518 0.018309754706376587 0 0 0.0037128137365108889 0 0.0044589540530469473 -0.015748997884079682 -0.02124004429626225 0 0.014058509979698514 -0.0002803061085703416 0 -0.0029971831224668956 0.031945865767550978 -0.014177128194590417 0 0 0 0 -0.018833922704102508 0 0.020429188023564523 -0.0019716065942672191 0.0059003123760304026 -0.016019907535213474 -0.012686778779753438 9.3526507001894066e-05 0 0 0 0 0.0088180981091980758 0 0.0067866654375267317 -0.0053332812535972834 0 -0.0003360823355615251
leaf_weight=11.148581000092234 96.542265459471309 52.290347958580242 23.037134438520301 11.404841837298589 5.1705472341272971 4.3020741213113061 2.3070792562793967 27.434037064900622 28.084655354381542 80.103475818323204 17.750954481831286 71.388298063538969 4.0050185397267333 4.8800053492886946 5.3018232801696286 8.5460539540508726 20.627465115627277 0.86034419760107894 3.7742889797082171 4.3066908721229993 10.098130323574876 33.769805197342066 11.098477416147944 64.713221318437718 47.290353055432206 9.9381313857738842 41.306269973894814 32.333296712313313 36451.048898169596 0.33772437507286746 1.4227632345864538 0.2930727475322773 0.54174512391909857 20.981665205152243 1.9646505538548833 6.5910245682171062 4.8287438371335156 2.649311788380146 5.0390679274860295
leaf_count=45030 111033 21981 2668 686 226 68 263 1473 1702 5359 1267 4082 318 564 579 891 802 36 314 350 337 2714 990 2488 1666 434 2024 2654 2646355 34 72 25 59 784 369 439 757 88 2133
internal_value=0 -0.00443529 4.08759e-05 -0.00215873 -0.00502345 -0.0124315 0.00705779 0.000459294 -0.00451054 -0.0166419 -0.0184681 0.0065127 0.0105874 6.77725e-05 0.00478554 0.0186794 -0.00222648 -0.00988144 4.65554e-05 -0.00612764 0 -0.0128542 6.80782e-05 0.00379136 0.0109675 4.09829e-05 -0.00871283 -0.00795922 6.85946e-05 0.0244867 -0.0152965 -0.0144685 0.0144113 0.00600237 0.00174435 0.00461658 -0.00248565 0.00133541 0
internal_weight=0 68.478 37161 285.266 254.551 109.976 30.7147 144.575 57.7764 103.025 97.8544 86.7982 75.3933 36875.8 71.6332 13.7638 57.8694 21.4878 36804.1 49.8646 36.3816 39.4993 36754.3 155.435 112.004 36598.8 51.2444 43.4318 36547.6 8.88378 35.1926 28.3777 23.5789 31.0798 29.3987 10.3653 7.13582 6.95139 57.3294
internal_count=2864114 69144 2794970 19410 15663 7008 3747 8655 3569 6852 6626 5086 4400 2775560 4027 1489 2538 838 2771533 3889 1700 3136 2767644 7798 4154 2759846 2458 3644 2757388 925 2786 1727 2727 1121 1842 753 1020 156 24114
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=2 31562 1057794 1 1 124 420 1 2097994 836 1 8388688 9963520 12 8914462 212 264 40 1064960 392 8391024 192
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=40
num_cat=25
split_feature=1 2 7 3 2 8 10 3 7 0 3 13 0 1 0 1 0 0 7 0 2 7 1 2 12 0 0 1 2 3 0 7 1 7 1 2 3 6 1
split_gain=0.189746 0.516554 0.321866 0.386317 0.215718 2.16872 2.75424 2.2925 1.84952 1.81583 1.28776 2.77767 2.15804 1.71548 2.92355 1.43819 1.21592 0.843838 0.73968 0.646128 2.70335 1.85747 2.34031 2.61087 1.8336 1.15723 0.861315 4.5699 1.79938 0.709974 0.706331 0.916112 2.07597 0.572384 0.567898 0.56751 0.521959 0.484083 0.386195
threshold=0 1 2 3.5000000000000004 3 4 5 5.5000000000000009 6 1.5000000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 8 19.500000000000004 9 3.5000000000000004 2.5000000000000004 10 17.500000000000004 11 12 13 14 15 68.500000000000014 15.500000000000002 16 17 5.5000000000000009 36.500000000000007 18 19 20 21 22 14.500000000000002 23 24
decision_type=1 9 1 2 9 1 1 2 1 2 2 1 2 1 2 1 2 2 1 2 9 1 1 9 1 2 2 1 9 2 2 1 1 1 1 9 2 1 1
left_child=1 -1 3 -3 5 7 9 10 16 -7 11 12 -2 18 -15 -13 37 -8 -12 26 30 22 23 -22 -24 35 36 29 33 -28 31 32 -21 -29 -33 -23 -6 -9 -18
right_child=4 2 -4 -5 19 6 17 8 -10 -11 13 15 -14 14 -16 -17 38 -19 -20 20 21 25 24 -25 -26 -27 27 28 -30 -31 -32 34 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.01188487783288316 -0.001676329856800864 0.0090058919943703727 -0.0052048654860313431 0 4.0836627343023722e-06 0.038123436887188999 -0.013125484896400417 0.02226444289380405 -0.0013098980465291029 0 0.0010569229978797073 0.0052956451260162511 0.0085655258484845526 -0.010906017539308553 0.015457536031050665 -0.012760703950529105 0.0059095550596495452 0.0049434458726087009 -0.0029770863211143733 -9.7570628404358239e-06 0.0093993610902251695 0 -0.015713133124911179 -0.013001786034902946 0.00092541518045463937 0 -0.01913865939514537 0.025833152933501104 -0.0016693021032362027 0 0 0.0039766950474808826 0.023345704317099321 0 -0.0097403499911143943 -0.021987917790745912 -0.008050132119286648 0 -0.0059036514328384892
leaf_weight=11.068367507004949 237.86619949575106 44.113733533889899 8.4728525413593143 4.4949849696276933 32935.785224726278 17.581394155160524 14.204232381191106 92.868283901087125 53.766202910162974 19.197237472748384 1188.9819886894256 12.960435322660487 553.26115477803978 333.18767278499581 12.322911550872957 116.33087764657103 12.601440860773435 9.3124662358313781 652.58788238620036 34.874719561601523 188.93538111890666 11.765578546910547 131.00005655153655 21.802914131956641 54.455302148126066 21.09646785701625 32.818952595698647 66.778974008513615 18.797083793382626 1.0193761073169287 38.62600243932684 20.898443330603186 48.728941270353971 38.743101170519367 9.7070172324311006 89.125121763616335 50.556380513618933 1.893904844589996 18.099746820866134
leaf_count=45071 49773 19238 3086 1797 2281405 1457 451 11066 6136 1013 122471 1041 66238 122046 1618 8453 962 164 69724 2911 6858 1212 7062 2330 1554 1196 1743 2366 1907 65 3370 1757 4092 1334 932 4095 4306 230 1579
internal_value=0 -0.00414544 0 0.00463732 3.60602e-05 0.000800742 0.0161639 0.000287212 0.0104661 0.0276344 -0.00029871 0.00266459 0.00517204 -0.00170029 -0.00779933 -0.00887953 0.0157898 -0.00160441 -0.000246047 -3.16227e-05 -0.00303981 -0.00667137 -0.00184175 0.00418085 -0.00954361 -0.016177 2.29199e-05 0.00677212 0.0157135 -0.0136488 0.00670455 0.0106007 0.0143257 0.0204792 0 -0.0208228 -6.47765e-06 0.0211986 0
internal_weight=0 68.1499 57.0816 48.6087 37162.5 3347.02 60.2953 3286.73 179.23 36.7786 3107.5 920.419 791.127 2187.08 345.511 129.291 125.463 23.5167 1841.57 33815.5 671.016 518.181 396.194 210.738 185.455 121.987 33144.5 158.157 124.319 33.8383 152.835 114.209 83.6037 105.522 30.6055 100.891 32986.3 94.7622 30.7012
internal_count=2864109 69192 24121 21035 2794917 464422 3085 461337 19973 2470 441364 125505 116011 315859 123664 9494 13837 615 192195 2330495 37369 24307 17804 9188 8616 6503 2293126 7415 5607 1808 13062 9692 7003 3700 2689 5307 2285711 11296 2541
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2 31562 3 25276612 1 1 1 1 960 52 9 1048850 9 452 264736 1 68 3384 9 96 1 112 1536 1 288
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=40
num_cat=25
split_feature=1 7 2 10 2 0 3 2 11 3 2 7 3 2 13 0 3 0 0 7 0 0 2 3 2 2 2 10 1 3 4 8 2 1 10 0 2 3 2
split_gain=0.1904 2.17309 1.95009 3.41207 1.90623 1.05038 0.911843 3.22286 3.31091 2.18662 1.86435 5.0712 1.58899 1.46449 1.35401 0.987462 0.928377 0.881659 0.788184 0.599973 4.89155 3.82116 3.20878 2.55134 2.87288 2.22055 2.14782 1.93716 1.85181 1.51504 1.44344 1.07361 1.06786 0.931764 0.883577 0.692546 4.20839 4.11718 1.44885
threshold=0 1 2 3 4 27.500000000000004 2.5000000000000004 5 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 9 10 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 11 2.5000000000000004 4.5000000000000009 12 2.5000000000000004 13 14 15 16 17 2.5000000000000004 18 19 20 21 22 16.500000000000004 23 1.5000000000000002 24
decision_type=1 1 9 1 9 2 2 9 1 2 9 1 2 9 1 2 2 2 2 1 2 2 9 2 9 9 9 1 1 2 1 1 9 1 1 2 9 2 9
left_child=1 4 3 17 5 -1 7 8 12 15 14 13 -4 -12 16 -9 -8 -3 -10 20 23 25 28 24 31 -22 -25 30 29 -23 -24 33 -30 -2 -33 -21 37 -37 -38
right_child=19 2 6 -5 -6 -7 10 9 18 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 35 21 22 27 26 -26 -27 -28 -29 32 -31 -32 34 -34 -35 -36 36 38 -39 -40
leaf_value=0.019460231961247985 0 0.0038396742599765606 -0.0045061647213845797 -0.0021996118292326619 -0.0054276585039304322 0 0.016341150745059606 -0.0051436475076256935 0 -0.01364139128152957 0.0045494012623654495 -0.011116873817194962 0.0012745936642729963 -0.0083681231969212812 0 0.0063248969044321151 0 0.016038094805594601 0.013839528129395788 8.585607029028653e-05 0.0029593906397557624 0.015971719470838128 -0.02458671172238263 0.0098377998017961533 -0.0086884102393399842 -0.02339321654287746 -0.012148276106663202 0 0.0050050670593155509 -0.0023292168396231139 0 0.0056082699759831033 -0.0089030604337985882 0.016350181369372527 -0.010297998580414133 -0.032182600171292049 0.0095496234055750182 0.0010285672272066237 -0.0018737469045695964
leaf_weight=116.7253536414355 32.929841731674969 237.08765512827085 856.38842374702654 316.76188077405095 13.816796216968212 6.9322143641766152 135.54630999398796 173.26449077934194 55.605955370410811 313.07219440998961 856.12296390315169 291.1886436325658 886.71358465834965 46.755503330317879 65.225579415680841 82.509059729753062 26.858372456103098 184.45188708623755 165.23062177866814 30670.047039396588 13.269306444126412 113.1734352937201 79.45641232363414 15.438954236582502 45.094778734419378 151.90485147149593 113.40302133878868 28.248638860881329 32.317742842365988 18.918078360380605 4.3135322456946588 110.54471043078229 95.657016136508901 225.26602313638432 11.837930005043743 60.575128666008823 100.52892947226064 32.83060916926479 445.21411045530112
leaf_count=9618 2252 61591 109351 11482 7711 468 25759 64619 2254 75914 51117 34049 82813 38566 5334 10911 4213 25855 4777 2140331 1310 4290 5897 2084 6421 7445 7973 579 1919 815 487 1128 2682 14250 142 6367 11071 3220 17086
internal_value=0 0.000603388 0.00012665 0.00475675 0.0114904 0.0160784 -0.000701664 -0.00188035 0 -0.00823508 0.00118216 -0.00026817 -0.00142449 0.00323567 0.00876985 -0.00011867 0.0134724 0.0105526 0.0108467 -6.52584e-05 -0.00232851 -0.00907601 -0.00203146 0.00378622 0.00774961 -0.0206566 -0.00641005 -0.0141022 0.0034225 0.0108825 -0.021324 0.0108675 -0.00324934 0.0146194 0.000376458 6.96342e-06 -0.00316445 -0.019117 0.000226772
internal_weight=0 4830.26 4692.78 738.301 137.474 123.658 3954.48 2532.78 1963.94 568.846 1421.7 1194.07 1743.1 902.878 227.63 255.774 162.405 421.54 220.837 32401 1091.77 537.259 372.085 554.515 425.673 165.174 128.842 112.019 260.066 132.092 83.7699 380.579 127.975 258.196 122.383 31309.2 639.149 93.4057 545.743
internal_count=2864151 626402 608605 98928 17797 10086 509677 350639 199195 151444 159038 123732 192164 89683 35306 75530 29972 87446 7031 2237749 59674 25424 16669 34250 24193 8755 10057 6963 9706 5105 6384 17772 4601 16502 1270 2178075 37744 9587 28157
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=525 8 8946708 1 1838577 3166760 1 262338 1 4197160 1 8 1064612 862518 532684 10747980 1 80 2 1 1051136 258 1 2690568 1049026
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=40
num_cat=26
split_feature=1 2 7 3 2 6 2 2 1 3 1 7 7 7 3 0 0 0 1 2 0 0 2 7 1 1 7 2 2 3 10 8 0 2 3 7 2 0 3
split_gain=0.208164 0.476996 0.20103 0.357824 0.170917 0.167083 1.83462 1.18671 1.30265 1.27709 1.99193 1.10653 0.981267 0.923417 2.09826 1.6984 0.826325 0.796653 5.30623 5.83105 5.00875 4.06772 4.1776 1.71468 1.00154 0.860125 3.70419 4.58295 4.16964 4.50931 3.06327 0.858283 0.844984 3.29776 2.4286 1.22202 0.781453 0.778326 0.756212
threshold=0 1 2 3.5000000000000004 3 4 5 6 7 1.0000000180025095e-35 8 9 10 11 5.5000000000000009 5.5000000000000009 2.5000000000000004 13.500000000000002 12 13 50.500000000000007 36.500000000000007 14 15 16 17 18 19 20 1.0000000180025095e-35 21 22 6.5000000000000009 23 1.0000000180025095e-35 24 25 15.500000000000002 1.5000000000000002
decision_type=1 9 1 2 9 1 9 9 1 2 1 1 1 1 2 2 2 2 1 9 2 2 9 1 1 1 1 9 9 2 1 1 2 9 2 1 9 2 2
left_child=1 -1 3 -3 -4 17 -7 9 12 11 -11 -8 16 15 -15 -10 -9 25 21 24 31 22 -19 -24 37 26 28 30 29 -2 -28 -21 38 35 -35 -34 -23 -20 -27
right_child=5 2 4 -5 -6 6 7 8 13 10 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 36 23 -25 -26 32 27 -29 -30 -31 -32 -33 33 34 -36 -37 -38 -39 -40
leaf_value=-0.011765831124260568 -0.0092678017585783416 0.008102822964589286 0 0 -0.0076148402999336069 -0.01249654327854902 0.007586795182270803 0 -0.00047240687232831449 0.023603791235569809 0 -0.0094355235444838707 0 -0.00066145781678596087 -0.020246120979897139 0.0074178175307036721 0.026704346477897385 -0.010072633126409844 0 -0.01961696496033194 0.0057321318188854409 0 0.020287236297408331 0 0 0.00054653336287362045 0.011269936471749169 -0.011697421170781833 -0.016475522685991038 0.0030491373565911537 -0.005946303965633358 0 0.025396406105579434 0.0061914143196840025 -0.00090038598491680672 0 -0.016653618645790236 0.02426161326845791 -0.00046233925552293265
leaf_weight=10.99930517578832 472.6939108100778 44.729414761928638 0.37283275448862696 4.7355632789985966 7.5744054493115973 55.339607906222227 28.352190142846666 12.787381222173279 702.79280758902678 49.254335410998465 91.441900928941322 40.097597452724585 17.60941617572098 976.5786310138501 31.627868766081519 359.32113725127419 22.21172585565364 36.258282655617222 10.439214880578218 360.64795071113622 69.006943441578187 6.0975786467315629 188.29682130459696 58.50290217823931 28.629388488770928 14241.122029622686 470.20701320748049 104.40731724178841 226.12429012257235 654.95249172165495 85.19745537545532 13.54387094825506 47.893230331654195 635.72969435161212 1571.3533732522046 6.8055219912494058 39.328855956497137 32.405804836656898 15424.780381750581
leaf_count=45032 57190 19027 410 1890 2717 11225 3407 2415 42561 10978 10617 7525 2080 47192 2130 12197 1192 3606 923 20951 3667 728 9297 3486 2938 983007 95364 40693 185098 82166 1873 213 4143 25560 75679 594 3520 2965 1037890
internal_value=0 -0.00437901 0 0.0036313 -0.00416208 8.62768e-06 0.000818774 0.00146316 0.000532724 0.00810162 0.0132146 0 0.0121376 0 -0.00211174 0.00203403 0.0182967 -3.90144e-05 -0.00302521 -0.00928476 -0.0138695 0.00599352 0.0113172 0.0160777 0.0112288 2.89428e-05 -0.00194381 0.00380546 -0.00498998 -0.00194438 0.00781368 -0.0187269 0.000165011 0.00201621 0.00105914 0.0204938 -0.0137145 0.0175292 1.19307e-05
internal_weight=0 68.4115 57.4122 49.465 7.94724 37171.8 2387.41 2332.07 2122.93 209.146 140.696 68.4498 52.6085 2070.32 1008.21 1062.11 34.9991 34784.4 843.158 514.673 443.199 328.484 283.058 246.8 71.4744 33941.3 2013.58 659.812 1353.77 1127.65 555.404 374.192 31927.7 2261.78 2207.08 54.6988 45.4264 42.845 29665.9
internal_count=2864146 69076 24044 20917 3127 2795070 153519 142294 109767 32527 21595 10932 5687 104080 49322 54758 3607 2641551 52294 31657 24831 20637 16389 12783 6826 2589257 462384 137930 324454 139356 97237 21164 2126873 105976 101239 4737 4248 3888 2020897
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 31562 3 786432 1 18980872 1594245 4 908 8 9 5 152 3479744 9181324 9 292 28 1 7096425 25494207 1 1 790656 3 8651332
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=40
num_cat=22
split_feature=1 10 2 2 8 4 0 8 11 2 3 13 2 0 0 3 7 5 7 7 3 0 3 0 0 0 0 0 0 2 3 2 1 8 0 3 7 2 2
split_gain=0.180526 1.95559 4.25405 3.75551 3.08344 11.2912 6.30323 2.39955 2.63021 2.24683 1.93726 1.8718 1.69312 1.82602 1.49569 1.41986 2.11691 1.36491 2.88131 1.17633 0.943619 0.778741 0.774902 0.735898 0.5155 0.654667 0.506125 0.576612 0.464347 0.428827 0.348655 0.316511 2.33869 3.01154 2.28676 2.74069 2.18969 2.30079 2.28211
threshold=0 1 2 3 4 5 1.5000000000000002 6 7 8 4.5000000000000009 9 10 6.5000000000000009 3.5000000000000004 2.5000000000000004 11 12 13 14 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 25.500000000000004 2.5000000000000004 4.5000000000000009 15 7.5000000000000009 16 17 18 1.0000000180025095e-35 4.5000000000000009 19 20 21
decision_type=1 1 9 9 1 1 2 1 1 9 2 1 9 2 2 2 1 1 1 1 2 2 2 2 2 2 2 2 2 9 2 9 1 1 2 2 1 9 9
left_child=1 2 11 30 9 6 -6 8 17 15 20 26 -10 -14 22 16 -4 19 -19 -5 -9 -17 -11 -16 25 -13 27 -1 -7 -27 -3 32 34 36 35 -2 38 -38 -34
right_child=31 3 4 7 5 28 -8 10 12 14 -12 24 13 -15 23 21 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 37 -39 -40
leaf_value=0.0078993407395517769 -0.0061966840704564281 -0.014265335245223651 0.018536540404408382 0.0036582384931079931 -0.030011746853020091 0.032122510629491854 0.0036827883239284355 0 -0.0070138623426143068 -0.0068831146454927496 -0.0033280240464234889 0.0010688984906045116 0.012760920504153152 -0.006309671063042044 0.0099261406982437475 0.0060184042262737955 0.0028146734390419349 0.018370870517702916 -0.010790503185509899 -0.0049125680497285216 0.018478329544341702 -0.0059755378681808375 0 -0.0020387945776140512 0.0078095305262682385 0 0 0.020607165216997209 0 -0.012187827088269555 0 -0.00017644907775222864 0.014955889058477577 0.019249691140485234 0.0063297880368740518 0.012738502614221606 -0.0019745649402190669 -0.013684394372200974 -0.0010354239240938079
leaf_weight=334.92601273491528 341.67247180576305 201.95424613775685 124.90277721988969 115.21987953130156 138.42424158232461 22.412436659738891 52.294003903400153 19.447091255337 26.858710736967623 386.81365105706936 32.777427007444203 31.019955066498369 250.94993539899588 19.327669736929238 101.05438312458136 44.910361145390198 370.68405913584866 45.213561951648444 11.132709130644797 1244.4530176594853 116.39577377494425 113.85861033084802 134.3425942795111 13.811747885571092 14.22748201433569 16.15147278830409 1.8478304826421652 128.00941685402358 0.61786335567012329 49.016895753447898 2.8919494566507629 30334.542074093471 77.777680574334227 30.682576998719014 1020.4097296768668 61.068091604658548 724.25602935537609 233.74442211935093 246.46907273061515
leaf_count=106005 55309 10740 8497 2411 2669 841 857 307 1156 144539 664 3347 4882 219 18485 3696 26660 1494 488 30159 1924 6297 37422 3542 852 1399 631 20635 21 3389 183 2060462 10161 2385 117927 8281 97408 35022 32787
internal_value=0 0.000620644 0.00282253 -0.00143778 0 -0.0103896 -0.0201689 0 -0.00110342 0.00185086 0.0104941 0.00982163 0.00674031 0.00958477 -0.00201183 0.00591034 0.00858596 -0.0030625 0.00826555 -0.00391612 0.0156369 -0.000576322 -0.00466579 0.0062923 0 -0.00441314 0.0126394 0.0130622 0.0305331 -0.00968926 -0.0130864 -7.4776e-05 0.000930693 -0.00193811 0.00376298 -0.0019482 -0.00311698 -0.00556623 0.00319798
internal_weight=0 4165.95 2079.33 2086.62 1504.13 213.749 190.718 1881.78 1713.16 1290.38 168.62 575.199 297.136 270.278 636.022 654.356 495.587 1416.02 56.3463 1359.67 135.843 158.769 521.156 114.866 110.416 96.1883 464.783 462.935 23.0303 65.1684 204.846 33070.6 2736.08 1312.93 1423.15 402.741 1282.25 958 324.247
internal_count=2864153 444411 389784 54627 253526 4388 3526 43704 40809 249138 2895 136258 6257 5101 203988 45150 35157 34552 1982 32570 2231 9993 181961 22027 8987 8135 127271 126640 862 4788 10923 2419742 359280 177763 181517 63590 175378 132430 42948
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=517 1 8980176 8454726 1 2 1 1 32 1 1416 10 2 1 12 8389248 24457227 296 1 10 18939914 1318912
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=40
num_cat=20
split_feature=3 3 0 1 0 2 2 2 2 7 0 0 0 3 1 2 5 3 1 0 0 2 1 0 2 1 8 0 0 0 1 2 1 11 3 3 3 7 0
split_gain=0.164925 0.164348 1.70037 1.67754 1.59669 1.9744 1.28642 0.888793 0.536177 0.715839 0.652386 0.465886 1.07475 0.259178 0.238776 0.235804 0.2352 0.429062 0.218935 0.152304 0.500866 0.91994 0.627209 0.580483 0.986326 0.412419 0.707593 0.358896 0.813681 0.314175 0.148219 0.124084 0.128553 0.118653 0.115914 0.105548 0.0789643 0.0767327 0.0644797
threshold=18.500000000000004 8.5000000000000018 5.5000000000000009 0 1.5000000000000002 1 2 3 4 5 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 6 7 8 2.5000000000000004 9 105.50000000000001 62.500000000000007 10 11 44.500000000000007 12 13 14 111.50000000000001 141.50000000000003 108.50000000000001 15 16 17 18 17.500000000000004 17.500000000000004 15.500000000000002 19 1.0000000180025095e-35
decision_type=2 2 2 1 2 9 9 9 9 1 2 2 2 2 1 9 1 2 1 2 2 9 1 2 9 1 1 2 2 2 1 9 1 1 2 2 2 1 2
left_child=1 15 3 4 6 35 36 33 11 10 -10 18 -13 14 -9 16 17 37 -5 20 23 22 -22 30 -25 27 29 -21 -29 -27 -17 -2 -33 -4 -8 -6 -3 38 -1
right_child=31 2 7 8 5 -7 34 13 9 -11 -12 12 -14 -15 -16 19 -18 -19 -20 25 21 -23 -24 24 -26 26 -28 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0.0051885674034313212 0.006046133964110521 0.0090966379811543013 0.019081678856541898 -0.0078830602194336838 -0.016856316132608642 0 0.013196672109529795 0 0 -0.015821278096053607 0.0034245524327348609 0 -0.021874288814715662 0.00046755764395086958 0 -0.013874891892673769 0 -0.0056103413082905021 0 -0.0040326257606318394 0.014584359974619038 -0.013911296656117227 0.0030472307712163058 0 0 0.013242600842220564 -0.0019375882168570658 -0.018431509290246565 -7.6009733256803553e-05 0 -0.010153615286954626 0 0 0 0 0.0038852187712656739 -0.0046582257646796367
leaf_weight=4.0282306019198586 3.8607165100693219 15.513828112656483 2.9745816990034655 6.7099620328081073 34.920663438650081 13.053853905410504 78.401560598620563 6.9500454280641861 231.88331602368271 33.383908723859349 7.8812579452060154 23.180550347868124 5.7045123521238557 3.6656038674409492 17.138825615547837 5934.7698489404029 4.6377331436706291 18.626663175802605 8.4446814935654384 5.8082545353099695 17.425069231074303 7.8553898272803044 58.586858296010178 38.776099455892108 5.5788207599543957 1.1786043089814509 2.4670394770801094 29.590894882334396 9.5367588098160905 19.803260569693521 30564.01136260459 0.8888937821611762 7.7545707746321551 3.690224357880652 0.69371976183901907 0.25260277930647035 0.93175564192643001 5.2417740276032392 4.6119173321931157
leaf_count=18225 378 2055 319 926 2390 1462 5924 452 14934 2320 436 2525 613 253 1193 590238 13422 37443 1744 329 1284 908 2756 3372 880 100 66 1309 637 1580 2117559 75 978 416 65 21 135 17439 16961
internal_value=0 2.10606e-06 0.00176435 0.00414913 -0.00305314 0.00632708 -0.0108014 -0.0125753 0.00811368 0.00971468 0.0116064 0 -0.00711746 -0.0167724 -0.0214784 -1.49195e-05 -0.00553822 -0.0090066 0.00609208 0 7.24626e-06 0.00663288 0.0107597 -5.18528e-06 -0.00883584 -0.00393203 -0.0094326 0 0.00596769 -0.016439 4.58123e-06 -0.00622882 -0.00770781 0.000563868 -0.0150994 0.0161384 0.00252005 0 -0.00131731
internal_weight=0 37227.9 495.375 460.956 143.768 48.2271 95.5409 34.4193 317.188 273.148 239.765 44.0397 28.8851 27.7545 24.0889 36732.5 37.1463 32.5086 15.1546 36695.4 36627 83.8673 76.0119 36543.1 44.3549 68.3848 23.4489 44.9359 39.1277 20.9819 36498.8 12.5042 8.64346 6.66481 79.0953 35.1733 16.4456 13.8819 8.64015
internal_count=2864122 2862691 38183 35550 12052 3873 8179 2633 23498 17690 15370 5808 3138 1898 1645 2824508 103490 90068 2670 2721018 2716997 4948 4040 2712049 4252 4021 1746 2275 1946 1680 2707797 1431 1053 735 5989 2411 2190 52625 35186
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=294 241 8390407 2359681 8914206 3 68 16385 2 584 9440372 284 1838448 116 1 533 1089 256 1 1
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=40
num_cat=25
split_feature=3 2 1 3 3 2 4 0 0 0 10 5 3 10 7 1 2 0 1 1 7 1 7 3 3 0 2 1 5 1 0 0 1 2 2 7 0 1 2
split_gain=0.162423 1.34018 1.10613 0.711037 0.594776 2.06918 0.884809 1.01042 0.574173 2.26448 1.01572 0.927943 0.594437 0.270975 0.268833 0.258384 0.251703 1.97822 2.41734 0.97466 0.92145 0.546247 0.490307 0.482963 0.454971 0.260631 3.24967 1.83982 2.04554 1.13366 1.36637 0.82374 4.52213 4.72798 3.42689 0.704774 0.697675 0.559795 4.20421
threshold=9.5000000000000018 0 1 16.500000000000004 8.5000000000000018 2 3 6.5000000000000009 2.5000000000000004 4.5000000000000009 4 5 16.500000000000004 6 7 8 9 6.5000000000000009 10 11 12 13 14 7.5000000000000009 1.0000000180025095e-35 17.500000000000004 15 16 17 18 20.500000000000004 15.500000000000002 19 20 21 22 64.500000000000014 23 24
decision_type=2 9 1 2 2 9 1 2 2 2 1 1 2 1 1 1 9 2 1 1 1 1 1 2 2 2 9 1 1 1 2 2 1 9 9 1 2 1 9
left_child=4 2 3 -2 16 13 -7 14 11 10 -10 -3 -12 15 -8 -6 17 18 23 -19 21 -20 -21 -1 -22 31 27 35 -29 30 -28 37 34 -34 -33 -27 -31 38 -18
right_child=1 8 -4 -5 5 6 7 -9 9 -11 12 -13 -14 -15 -16 -17 25 19 20 22 24 -23 -24 -25 -26 26 29 28 -30 36 -32 32 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.015255700254553984 0.025247963270744123 -0.0107096631423942 -0.001159983968806174 0 0 0 0.01876807272736928 0 0 -0.01219697669530492 0.027757820937157032 0 0 0 0 -0.01473235311056344 0.014363108518935658 -2.7586253493254297e-05 0.0138101273625168 0 -0.0092834949361902241 0 0.018704212884549067 0 0 0.0091065871698267492 -0.011537635123079384 0.026943077931027043 0 -0.010767121183047229 0.006239367282059316 0.012394461818875213 -0.010217827433550222 0.027357136575989611 -0.018397962151704632 -0.0041084727237439478 0 0.0001036297619535729 -0.0063058522490681938
leaf_weight=160.96665779238356 16.205721488586281 177.87433048099047 12.512439493759304 1.3521531789010612 1.4801598000340164 14.295200094391475 85.297925810271408 5.7774488389841272 28.519278309395304 28.5572943482548 8.9813393498770857 65.77123640490754 0.9908734527416535 9.2701560598798096 40.312706778844586 13.884592849848557 73.095015120954486 26.67494748585159 38.953184071029682 6.5546767184860073 33.774523790338208 16.70717437955318 33.682186312784324 5.7135390226176233 84.32685666465477 16.377704708836973 28.25571109552402 49.668225758068729 11.901063133322166 312.76181714385166 121.7822663745028 12.40498275507707 13.274363733362405 82.573659137997311 61.174610085086897 100.54555681036436 75.209324832190759 34789.027486513041 565.33098181013338
leaf_count=63407 2039 11427 1716 236 186 1200 5711 399 2103 2035 552 6624 78 578 3034 1923 39815 2630 18548 949 19010 3721 4773 930 42459 1143 1194 3423 2151 15065 6216 1244 1536 2864 2772 8911 4548 2434163 142794
internal_value=0 -0.00205975 0.00956076 0.0179096 3.84766e-05 0.00547397 0.0107061 0.0139358 -0.00494336 0 0.014263 -0.00729513 0.0245496 -0.00914985 0.0163202 -0.0141721 6.54711e-07 -0.00234742 -0.0060985 0.00937977 0.00108623 0.00947743 0.0150909 -0.0135056 -0.00236823 3.78009e-05 -0.00179429 0.00817433 0.0182147 -0.00592633 0 8.45887e-05 0.00650382 0.0184686 -0.00802851 0 -0.0086463 3.99519e-05 -0.00278989
internal_weight=0 340.765 30.0703 17.5579 36891.1 170.318 145.683 131.388 310.694 67.0488 38.4915 243.646 9.97221 24.6349 125.611 15.3648 36720.7 407.354 340.442 66.9118 173.762 55.6604 40.2369 166.68 118.101 36313.4 716.502 178.493 61.5693 538.009 150.038 35596.9 169.428 95.848 73.5796 116.923 387.971 35427.5 638.426
internal_count=2864107 26810 3991 2275 2837297 13031 10344 9144 22819 4768 2733 18051 630 2687 8745 2109 2824266 156427 148075 8352 83738 22269 5722 64337 61469 2667839 42651 15628 5574 27023 7410 2625188 8416 4400 4016 10054 19613 2616772 182609
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=14985350 217 14682690 2 1 2 1 1 512 1065089 390 80 6 104 4 12626 737 2 70 197 11273218 1286 4 10 2359318
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=40
num_cat=21
split_feature=2 3 3 0 0 0 8 1 1 0 0 1 1 5 12 0 1 1 3 3 11 2 7 0 5 2 3 0 3 2 1 7 3 3 2 4 0 11 3
split_gain=0.157707 1.45742 1.09346 1.03568 1.06691 1.76853 0.902228 0.846998 0.764145 0.707312 0.69988 2.33494 2.0649 0.946862 0.826867 0.46601 0.409068 0.385423 0.361526 0.657199 1.23268 0.395619 0.898493 0.753383 0.576256 0.454456 0.595216 0.450822 0.357446 0.272988 0.479893 0.272943 0.25448 0.241057 1.29164 0.829032 0.765839 0.946499 0.415256
threshold=0 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 1 2 3 8.5000000000000018 1.0000000180025095e-35 4 5 6 7 52.500000000000007 8 9 9.5000000000000018 10.500000000000002 10 11 12 2.5000000000000004 13 14 14.500000000000002 1.5000000000000002 3.5000000000000004 15 16 17 16.500000000000004 8.5000000000000018 18 19 6.5000000000000009 20 7.5000000000000009
decision_type=9 2 2 2 2 2 1 1 1 2 2 1 1 1 1 2 1 1 2 2 1 9 1 2 1 9 2 2 2 9 1 1 2 2 9 1 2 1 2
left_child=1 2 3 -1 -5 16 10 -7 -8 17 11 14 13 -12 -4 -14 -6 -3 33 20 29 23 27 24 -21 26 -25 -23 -13 30 -20 -26 -19 38 -35 -36 37 -37 -2
right_child=18 9 6 4 5 7 8 -9 -10 -11 12 28 15 -15 -16 -17 -18 32 19 21 -22 22 -24 25 31 -27 -28 -29 -30 -31 -32 -33 -34 34 35 36 -38 -39 -40
leaf_value=-0.0018516844159238441 0 0 0.018718077864561197 0.018819658522288969 0.0010576373030713674 0 -0.00048956719648703226 0.02053046899663696 0.014567319292948641 0 0.012877203589825519 -0.0081858064885618042 -0.0076942948725060084 -0.00093736040410298061 0 0.00012503631636580844 -0.0063918009104985676 0.026286357664568539 0.0092950956194116988 -0.0092929748574982225 -0.01874031397856769 0.021317621340364131 -0.0021752023031313982 0.01543101595666546 0.0065409093271800028 -0.00059854274111155329 0 0 0 -0.0055810397278669094 -0.00036458345069400287 -0.0021998563786032222 0 -0.0076194790465151504 -0.0013042383639257967 0.001325258627119181 0 0.022914602528985487 -0.0037423585589997145
leaf_weight=63.543030350934714 35353.309228845261 6.2513629656750709 56.721913561566907 52.947025642301014 39.329001829493791 5.5600741988746449 8.9340814910829067 20.168686141958464 21.180822569876909 1.7438435109797854 62.234124178074126 85.193417826907535 518.43588443841145 26.393341650276852 5.9014389961957923 2.9245958951069033 85.836731235234765 20.483373435185069 30.743271970655769 114.47763443122676 34.275707622378832 11.958058704447469 10.020606758509528 25.743333498016 16.095487650265568 6.2220269979006835 7.6294713714160016 11.053853476812945 39.394795800020802 9.6971652732754574 23.812870390640455 28.080294405706809 0.43623168108751897 22.527719483477995 12.264211628033081 82.694134197416133 5.6057266936404622 41.401483590831049 268.49388513427402
leaf_count=16072 2638886 609 20949 8001 3270 554 446 1777 983 141 8276 20583 55578 9324 571 296 9489 2136 1986 6985 2307 1619 1317 1289 1551 737 479 1227 8205 1411 2013 2857 48 2504 1040 6115 389 2331 19828
internal_value=0 0.00114201 4.87832e-05 0.00550673 0.00902675 0.00138089 -0.00149624 0.0174096 0.00943666 0.0165322 -0.00259917 0.00152302 -0.00434517 0.0064905 0.0139465 -0.00697539 -0.0027095 0.0201338 -4.0568e-05 -0.00319579 -0.00892879 0 0.00643171 -0.0019811 -0.00596585 0.00507919 0.00928343 0.0139423 -0.00486315 0 0.00353547 0 0.021064 -4.72006e-07 0.00350009 0.00800796 0.011348 0.0135337 -2.79831e-05
internal_weight=0 1123.61 1094.7 267.385 203.842 150.894 827.314 25.7288 30.1149 28.9148 797.2 187.212 609.988 88.6275 62.6234 521.36 125.166 27.171 36116.1 329.81 98.529 231.281 33.0325 198.248 158.653 39.5948 33.3728 23.0119 124.588 64.2533 54.5561 44.1758 20.9196 35786.3 164.493 141.966 129.701 124.096 35621.8
internal_count=2864179 167308 164374 39163 23091 15090 125211 2331 1429 2934 123782 50308 73474 17600 21520 55874 12759 2793 2696871 25778 7717 18061 4163 13898 11393 2505 1768 2846 28788 5410 3999 4408 2184 2671093 12379 9875 8835 8446 2658714
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=25276544 1 24 256 104 538 2 1 256 576 1 525097 9 2 32 803 912 6 6294082 2 1
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=40
num_cat=23
split_feature=1 2 7 0 2 7 1 0 0 3 0 3 1 7 2 2 0 0 13 3 3 2 13 3 0 11 0 1 0 3 7 8 13 0 1 13 2 2 7
split_gain=0.223624 0.489916 0.309227 0.643611 0.257863 1.83241 1.70732 0.477332 0.432062 0.307001 0.220608 0.289191 0.177028 1.83987 1.32135 1.28453 2.52135 1.04528 0.922131 1.18092 0.862362 0.64178 4.03397 6.17956 3.01634 2.2369 2.93007 1.65553 1.20682 3.26476 6.13398 4.26886 2.27089 2.3335 2.16136 0.567422 1.42605 1.40486 0.534444
threshold=0 1 2 3.5000000000000004 3 4 5 16.500000000000004 22.500000000000004 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 6 7 8 9 8.5000000000000018 4.5000000000000009 10 1.5000000000000002 2.5000000000000004 11 12 1.5000000000000002 10.500000000000002 13 3.5000000000000004 14 1.5000000000000002 1.0000000180025095e-35 15 16 17 2.5000000000000004 18 19 20 21 22
decision_type=1 9 1 2 9 1 1 2 2 2 2 2 1 1 9 9 2 2 1 2 2 9 1 2 2 1 2 1 2 2 1 1 1 2 1 1 9 9 1
left_child=1 -1 -3 -4 5 6 7 -2 -7 10 11 -8 21 14 -14 16 17 -15 19 -16 -20 22 23 24 -6 26 -24 -25 29 30 -23 -31 33 -30 -34 37 -37 -17 -27
right_child=4 2 3 -5 12 8 9 -9 -10 -11 -12 -13 13 15 18 35 -18 -19 20 -21 -22 28 25 27 -26 38 -28 -29 32 31 -32 -33 34 -35 -36 36 -38 -39 -40
leaf_value=0.0013733119135523745 0.015917831565706805 0 -0.016565932024683962 0 0.0028989616609885142 -0.014294743423918658 0 0 0 0.0015044660439286067 0 -0.011322115043108785 -0.0031166735931205496 0.0034677544597416041 0.024441923586951988 -0.0054779271030191944 0.024052236189001097 -0.0070087218887188362 -0.0077649655364088596 0 0.012048083419242846 -0.0044722918323561647 0.0018364121688435456 -0.003461832898309169 -0.011424200832751242 0.0027784275478576672 0.022841094540241687 -0.01064664595715893 -0.0020892888203211629 -0.0020418357415890247 0.0022583862494809817 0.0030116672660321299 -0.00036748598442647195 0.001186648032641009 -0.0055839820027001512 0.0061512322459556295 -0.004337422391545144 0.00090181786449988342 -0.0027396694690173494
leaf_weight=7.34807936114521 122.07228121865774 12.563696404467919 39.32972267210971 9.3569508891960123 1467.028071964327 29.307022592140132 16.129966189953848 1.4304960985900823 0.33918277610791747 3.4754168106592251 3.5533149901893912 36.280053206177399 14.567526953989725 594.89997108759781 65.073805236854241 353.84289647797232 30.579130684811389 69.773303625304834 25.749985139118508 27.085284409491578 6.2519060980994245 2796.9194321888426 221.10482608579332 946.50401975470595 128.21283912099898 383.86277059058193 101.79832502512727 777.16885629587341 3145.1308587499661 2082.1104791647522 2495.7339652517549 7152.1188064787348 1900.1553951281821 6795.7007448129007 1535.2030500153778 96.893446462461725 810.55821596572059 2702.4082929145752 238.75399639178067
leaf_count=12879 25678 11612 39216 5238 142296 6833 5094 153 40 1122 492 12842 7172 84925 5481 97103 3438 4902 1386 2750 305 264372 14336 81739 9158 20450 4585 73962 195692 71917 143724 618682 66220 354446 64277 5975 30303 361091 12308
internal_value=0 -0.00454466 -0.00847964 -0.0112229 0 0.00318406 0.00801224 0.0139227 -0.00979242 -0.00191214 -0.0062876 -0.0082467 -2.19464e-05 0.000531542 0.0105082 8.37044e-05 0.00397793 0.00168096 0.0143041 0.0191906 0 -0.00011437 -0.0012539 -0.00295106 0.00137356 0.00429056 0.0106872 -0.00707955 5.05942e-05 0.000690856 -0.00125142 0.00183691 -0.00062232 0.000116935 -0.00283055 -0.000557348 -0.00271712 5.09035e-06 0.000174648
internal_weight=0 68.5984 61.2504 48.6867 37177.8 212.588 182.942 123.503 29.6462 59.4388 55.9633 52.41 36965.2 4797.68 138.729 4658.96 695.252 664.673 124.161 92.1591 32.0019 32167.5 4264.43 3318.91 1595.24 945.52 322.903 1723.67 27903.1 14526.9 5292.65 9234.23 13376.2 9940.83 3435.36 3963.7 907.452 3056.25 622.617
internal_count=2864194 68945 56066 44454 2795249 52254 45381 25831 6873 19550 18428 17936 2742995 604831 17094 587737 93265 89827 9922 8231 1691 2138164 358834 307155 151454 51679 18921 155701 1779330 1098695 408096 690599 680635 550138 130497 494472 36278 458194 32758
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=2 2883600 2 21082112 3 369 496 8 11551246 9962512 1 1590289 1 1 320 1 2 1 320 1 2056 2313 1
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=40
num_cat=21
split_feature=2 3 0 1 8 3 1 7 0 7 7 0 1 1 0 0 1 0 0 0 7 0 0 3 1 3 7 2 0 2 12 1 1 1 4 0 0 0 1
split_gain=0.166384 4.47482 1.68868 1.99535 1.6722 1.7421 2.59737 2.9593 1.87448 1.35431 1.02766 2.15062 3.48001 2.46135 0.967513 0.951086 0.947812 1.6071 2.08151 1.94908 0.869426 0.713031 0.709387 0.672061 0.606455 0.577233 3.62628 5.0164 4.13573 3.97794 3.87932 3.54921 1.30119 1.29289 2.212 3.76635 2.62125 1.50159 0.855991
threshold=0 3.5000000000000004 1.5000000000000002 1 2 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 4.5000000000000009 7 8 4.5000000000000009 4.5000000000000009 9 21.500000000000004 1.0000000180025095e-35 28.500000000000004 10 1.5000000000000002 17.500000000000004 8.5000000000000018 11 4.5000000000000009 12 13 6.5000000000000009 14 15 16 17 18 19 1.5000000000000002 9.5000000000000018 9.5000000000000018 20
decision_type=9 2 2 1 1 2 1 1 2 1 1 2 1 1 2 2 1 2 2 2 1 2 2 2 1 2 1 9 2 9 1 1 1 1 1 2 2 2 1
left_child=1 4 3 -3 5 6 7 -1 -8 -6 15 12 24 22 -11 -4 -7 18 -18 -19 -10 -9 -13 -14 -12 -2 27 33 30 -28 31 -29 -32 37 36 -36 -35 -27 -30
right_child=25 2 10 -5 9 16 8 21 20 14 11 13 23 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 29 28 38 -31 32 -33 -34 34 35 -37 -38 -39 -40
leaf_value=0.0057224693646499864 8.8514665830389996e-05 0.0010775744166346584 0.016466626235375623 0.018690820150196269 -0.0014787891463380681 0 -0.00075162920117957232 -0.012902642328943774 0.014517595232452375 0.025984683278465145 0.010266781276012805 0.018813807930093893 -0.023755920319140249 -0.0090545700731235416 0 0 0 0.02484760144448752 -0.0092706714583813531 -0.0030308971156702107 0 -0.001536903898209336 0 0 -2.3325580534142345e-05 0.0068232889191658505 0.0071580078960130416 0.0015431029168768188 0.016005379547685227 -0.010108503802085432 0.011916765065544409 -0.021193039741297968 -0.0040674178440902407 -0.0047254438711180026 0.009233202039887296 -0.0035628646158877425 0.016834271687593019 -0.0073227735473746398 0
leaf_weight=193.70405897365708 30088.479441496525 164.03366086764436 49.31005901536264 185.57927496716729 15.359522726153955 615.20732522062826 133.93449553520804 172.14940337797452 204.92587965150597 29.662067144061439 32.026857958204346 78.675061252899468 71.183302244608058 16.747993967816001 4.3025861983187488 24.451349729846697 276.86138727223079 9.186966066539755 712.10143179694205 16.289806493441574 102.48002863648435 186.34052443364635 5.4210284623550242 9.4531919823784829 63.02962942403974 776.43985420680838 114.92182329687785 59.366665603320143 33.953305750153959 683.25603048149787 42.269580562599003 277.33054055570392 66.715490096015856 773.6128956867251 530.85518512700219 326.44641845131991 26.6686080393265 38.209163896739483 20.917404576670378
leaf_count=22731 2124300 18803 4842 30019 849 66305 39590 26271 25866 1814 2944 5854 7187 1542 168 2155 82230 972 98624 1956 11960 19962 444 887 6334 56847 13187 10721 1800 45718 3023 34452 4155 36828 32590 15880 889 1644 1814
internal_value=0 0.000681911 0.00768035 0.0124762 -0.00110231 -0.00161933 0.00144512 -0.00270754 0.00702729 0.0128256 0.00149843 -0.000776311 -0.00789458 0.00823979 0.0189178 0.00980632 -0.00366073 -0.00548464 -0.00649349 0.00961488 0.0112794 -0.00813259 0.0152459 -0.0195707 0.00323628 -4.88132e-05 -0.00121566 0.000325757 -0.00830024 -0.00704159 -0.0120365 -0.0171037 0.00177235 0.00229603 0.00045068 0.00406685 -0.00306336 0.00550295 0.0110617
internal_weight=0 3372.42 699.911 349.613 2672.51 2623.18 993.534 552.194 441.34 49.3242 350.298 276.537 175.693 100.844 33.9647 73.7614 1629.65 1014.44 988.963 25.4768 307.406 358.49 84.0961 80.6365 95.0565 33859.4 3770.96 2972.79 500.553 798.178 445.682 336.697 108.985 2472.23 1657.58 857.302 800.282 814.649 54.8707
internal_count=2864157 480309 81011 48822 399298 396467 146380 68964 77416 2831 32189 25192 17352 7840 1982 6997 250087 183782 180854 2928 37826 46233 6298 8074 9278 2383848 259548 200643 55965 58905 52351 45173 7178 144678 86187 48470 37717 58491 3614
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=8761537 774 1 394 6 2 2 785 480 770 9 528 5 1838 6832656 1 516 192 124 2 896
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=40
num_cat=26
split_feature=0 2 1 1 2 3 3 2 1 12 1 2 3 2 7 4 2 7 2 12 3 3 1 2 4 11 12 3 3 7 0 2 2 3 1 0 3 0 8
split_gain=0.153232 1.81946 7.65433 1.49637 3.23377 1.69901 1.35639 2.64067 1.89253 1.20904 2.0996 4.84514 1.60134 2.88466 1.9917 1.17323 1.14435 1.0997 1.69964 1.28838 1.08636 1.31358 0.995261 6.79064 0.905638 1.15888 0.79644 0.787991 0.738496 0.727978 4.19365 2.91338 2.32408 1.49146 1.64769 0.864309 2.33614 0.860622 0.831086
threshold=1.0000000180025095e-35 0 1 2 3 7.5000000000000009 7.5000000000000009 4 5 6 7 8 3.5000000000000004 9 10 11 12 13 14 15 6.5000000000000009 1.0000000180025095e-35 16 17 18 19 20 3.5000000000000004 1.5000000000000002 21 2.5000000000000004 22 23 2.5000000000000004 24 23.500000000000004 1.0000000180025095e-35 10.500000000000002 25
decision_type=2 9 1 1 9 2 2 9 1 1 1 9 2 9 1 1 9 1 9 1 2 2 1 9 1 1 1 2 2 1 2 9 9 2 1 2 2 2 1
left_child=1 2 15 6 26 17 9 8 -8 12 16 -12 14 -14 -3 -1 -11 19 -19 -6 21 -4 23 24 25 28 -5 -25 -2 30 32 37 -24 34 -34 36 -33 -32 -31
right_child=22 3 20 4 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 29 27 -26 -27 -28 -29 -30 38 31 35 33 -35 -36 -37 -38 -39 -40
leaf_value=0.012211608018844661 0.010356177526335924 0.0097638269058186837 -0.0017375686282662 -0.017918636130510462 0.0041041104956500204 0.011943395951987673 0.0029814136057195696 0.0091212871281178033 -0.017516815383284486 0.0066661550111112577 0.016944311271654931 -0.0041193973163725977 0.016479296987766883 0.0010147328738102552 -0.00090718857832547287 0 -0.0011097601179678172 0.0091298932695400327 -0.0040117474232538482 -0.0058986888193520055 0.00085553806536352469 -0.015807642945098462 -0.0090072723497605523 0 0 0 0 -0.010123090745841582 0.040923763124658598 -4.6275899415359152e-05 0 -0.0017476001053267354 -0.0020947408475747178 0 0.01649736874147997 0 -0.019655630437911884 0.01313642252069196 0.0019580810315805177
leaf_weight=188.35116213938454 95.401348950934334 138.37843748439627 150.61673352332582 131.7363628034509 515.20294373066645 63.441234556492418 23.479023378953571 30.314852488372708 127.00314986531157 1103.5423319455003 86.613814154872671 698.8769023740897 117.90891579620074 796.61221839350765 5016.8919549999846 50.899191216769395 145.54160577466246 56.11198502705156 1454.7792509573264 122.64635806996375 17.499533756854362 373.08813540079791 39.826163217556314 452.31794002519018 24.545720698821242 36.50245367520256 18.02540105720982 66.564666000609577 26.507698237175646 22031.271124241459 63.181837715790607 168.11605207066168 23.880218814592808 69.409814426617231 177.98699144308921 49.058839146629907 222.72622467360634 36.296956112782937 2228.6026203366928
leaf_count=25757 48069 7281 38490 60706 65245 5339 1616 3165 8245 59355 8300 43227 12915 63193 426383 12931 13567 65445 178851 6950 3998 73402 4455 89420 16598 3600 1696 18713 9170 1395391 4634 6113 996 4515 8458 2340 10043 2417 53183
internal_value=0 -0.000307649 -0.00484719 1.42228e-05 -0.00215546 -0.000917341 0.000676179 -0.00709092 -0.0127892 0.000912677 0.00301214 -0.000724834 0.00014841 0.0039715 -0.000490987 0.00848044 0.00552107 -0.00159818 -0.00310736 0.00153007 -0.0114333 -0.0126163 0.000131649 0.00374355 0.0185191 0.0217478 -0.0148148 -0.00188207 0.0257469 1.29217e-05 -0.00278123 -0.00820767 0.00556034 0.00936678 0.0136388 -0.0116255 -0.0133393 0.00434328 0.000127639
internal_weight=0 11427.6 780.455 10647.1 2361.94 2212.18 8285.16 180.797 150.482 8104.37 2034.57 785.491 6069.79 914.521 5155.27 239.25 1249.08 2148.74 1510.89 637.849 541.204 523.705 25812.2 701.84 182.957 158.412 149.762 518.883 121.909 25110.4 850.483 539.38 311.103 271.277 201.867 439.901 390.842 99.4788 24259.9
internal_count=2864172 1186057 154578 1031479 384232 321830 647247 13026 9861 634221 124449 51527 509772 76108 433664 38688 72922 316491 244296 72195 115890 111892 1678115 185570 77437 60839 62402 108133 57239 1492545 43971 25547 18424 13969 9454 18496 16156 7051 1448574
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=6882444 592 944 18090240 8390960 528 1 800 274 8395328 8 2 9703536 10 8409601 1 13 1871070 2 1 1 8 1063556 15734472 256 1
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=40
num_cat=19
split_feature=3 1 0 2 0 7 7 2 2 3 1 2 0 8 2 7 0 2 3 3 2 0 1 2 0 2 0 3 0 3 0 2 11 7 3 0 3 3 3
split_gain=0.147986 0.146774 3.38269 3.65617 2.39349 3.07706 1.64671 4.41982 2.63563 3.2385 2.07322 1.53645 1.71426 1.5656 6.4018 5.78033 1.72635 2.15348 1.49407 1.41922 1.34692 1.19479 1.18091 2.03146 1.80016 1.51248 1.16745 1.16718 2.72906 4.863 3.39881 2.46561 3.95559 2.06899 1.08072 2.37068 1.05622 1.03891 1.14004
threshold=18.500000000000004 0 9.5000000000000018 1 81.500000000000014 2 3 4 5 1.5000000000000002 6 7 6.5000000000000009 8 9 10 5.5000000000000009 11 1.5000000000000002 7.5000000000000009 12 12.500000000000002 13 14 1.5000000000000002 15 2.5000000000000004 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 16 17 18 1.0000000180025095e-35 10.500000000000002 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35
decision_type=2 1 2 9 2 1 1 9 9 2 1 9 2 1 9 1 2 9 2 2 9 2 1 9 2 9 2 2 2 2 2 9 1 1 2 2 2 2 2
left_child=1 2 11 21 5 20 7 10 9 -8 34 12 37 16 15 -15 18 -18 -13 -7 -5 -4 23 36 -25 -24 -27 28 30 -30 -10 32 -29 -33 -3 -36 -9 38 -1
right_child=-2 6 3 4 -6 19 8 22 27 -11 -12 13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 25 24 -26 26 -28 31 29 -31 -32 33 -34 -35 35 -37 -38 -39 -40
leaf_value=0 -0.0059002713334305353 -0.0094816047868370446 0 -0.012394624432204203 -0.0089385298776414445 0.015364313881057698 0.019602109659280061 0.013288179657617151 -0.0023441200428766331 -0.0010439378091434111 -0.016252374950727771 0.0021900656747106703 0.0097978792456037828 0.00062004822676604929 0.016046831632456276 -0.011454959213718025 -0.0098252983500366816 0 -0.00013795602717170863 -0.0037825549831164863 0.0068452493953262486 -0.016251072113534878 -0.013329174403009693 0.0060088914308372137 -0.00082081047860691836 0.0043050397397048868 -0.003279526499458469 0.013878331896262839 0 -0.012351910905906824 0.0016633107334545422 0.00066753999810109687 -0.0047342633191603126 -0.0026521019458782004 0.017386249442325679 -0.010019278800285652 -0.0013926140004341388 0.0033061167379911036 -0.011298773414813374
leaf_weight=173.08207622041664 12.360591346296131 20.579346056911163 36.446026220102794 49.932668755063787 23.147744208225049 510.96565889782505 117.11149203099194 335.4174740731396 5115.1225667329363 99.729575994002516 141.42979101528181 5180.7801399472355 29.609317346330499 802.60271544510033 119.25466551131103 667.32915902067907 296.68111182223947 713.85542073927354 5371.9811354963458 4.0952291204594067 8.6006966469576565 50.361414743238129 34.720316490085679 747.7116587953933 622.43316675891401 539.29004647758848 248.533965180628 286.89249113716505 742.73047834378667 565.0780918088858 3493.0937500070067 6987.4216192155491 129.35154041994247 2502.1260165947388 55.542012666599476 10.933086177683434 9.4499818449839932 35.480942461726954 344.89405928931228
leaf_count=40085 1442 2888 3610 2164 1699 28064 17823 31273 451469 22939 13474 487200 3096 20789 5476 13536 24612 30210 493380 280 973 5520 4596 40383 22838 33737 10928 38735 29866 41485 210604 469664 11207 176439 8173 905 1001 5013 56616
internal_value=0 1.17629e-05 0.000268312 0.00698572 0.00993423 0.0117639 -0.000137509 0.00211285 -0.000466669 0.00953222 -0.00987434 -5.8487e-05 -0.00492603 0.000148883 -0.00273251 -0.00482139 0.000576935 -0.00324654 0.000979585 0.0142013 -0.00489172 -0.00820834 0.00344507 0.00492216 0.00272147 0 0.00149471 -0.000610133 -0.00137854 -0.00561381 -0.000683102 0.000130099 0.00732837 -0.000183733 0 0.00805529 0.0116944 -0.00677563 -0.00815688
internal_weight=0 37223.8 14419.1 683.549 596.742 573.594 22804.7 2766.04 20038.7 216.841 228.484 13735.6 583.066 13152.5 1589.19 1469.93 11563.3 1010.54 10552.8 515.061 58.5334 86.8074 2537.56 1715.01 1370.14 822.544 787.824 19821.8 9916.02 1307.81 8608.22 9905.79 416.244 9489.55 87.0544 66.4751 344.867 553.457 517.976
internal_count=2864192 2862750 1222323 42310 33180 31481 1640427 170196 1470231 40762 25440 1180013 104810 1075203 39801 34325 1035402 54822 980580 28344 3137 9130 144756 95495 63221 49261 44665 1429469 733424 71351 662073 696045 49942 646103 11966 9078 32274 101714 96701
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=653 14972937 4 4 10057733 5844992 82 8204288 1 3368 9 8389968 500 304 914 642 2359304 1 1
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=40
num_cat=20
split_feature=2 1 12 11 0 12 0 0 13 11 3 3 1 3 1 3 0 0 3 0 7 0 7 1 3 7 3 0 3 8 1 13 1 0 3 1 2 0 11
split_gain=0.125338 1.4194 1.60346 2.37129 1.59416 0.875237 1.53482 3.06024 3.39538 3.1439 2.0941 1.95585 1.69095 1.52813 3.03622 1.51424 1.44541 1.28843 1.65222 1.26666 1.15597 0.955444 0.94285 2.83401 1.03444 0.63515 1.20484 0.609575 1.6073 0.603209 0.595342 0.565315 0.564826 0.507861 0.397655 0.476152 0.568865 1.22087 0.427474
threshold=0 1 2 3 3.5000000000000004 4 3.5000000000000004 5.5000000000000009 5 6 2.5000000000000004 4.5000000000000009 7 2.5000000000000004 8 5.5000000000000009 1.5000000000000002 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 9 1.0000000180025095e-35 10 11 1.5000000000000002 12 2.5000000000000004 6.5000000000000009 3.5000000000000004 13 14 15 16 5.5000000000000009 9.5000000000000018 17 18 1.5000000000000002 19
decision_type=9 1 1 1 2 1 2 2 1 1 2 2 1 2 1 2 2 2 2 2 1 2 1 1 2 1 2 2 2 1 1 1 1 2 2 1 9 2 1
left_child=1 2 3 4 25 6 10 8 9 -8 12 30 -3 16 15 19 21 18 -18 -15 -13 -7 23 -9 -24 -1 -27 28 -16 33 -12 -14 -10 -5 38 -36 -37 -38 -2
right_child=34 5 -4 29 -6 13 7 22 32 -11 11 20 31 14 27 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 35 36 37 -39 -40
leaf_value=0 -0.00017225242889793194 -0.0073073268132490864 0.0060900254975007903 -0.026046973488429683 0.0098035610402522014 -0.005210205780482164 0.0068462957488002497 0.019723029601120837 0.0016044593137789051 0.035844838173972451 -0.0015251873938389618 0.0069573067032134535 0.0060632977862288967 0 0.0017219114441364321 -0.00031852414644981944 -0.018626408547565653 0.00077465736516224234 0 0.020818645999643112 -0.0073161246479497601 0.0080091634106016253 -0.0077937010355837392 -0.0071169600035093875 0.0023457807382293904 -0.020150689566159074 0 0.0022937322850719081 -0.013977792272596989 0 -0.010556577150460066 0 -0.0093717384790269597 0 0 0 -0.018667325049992831 0 0.00067260846330236446
leaf_weight=96.172511391036096 25744.500123884223 73.114241235198278 52.134807171183638 54.770556022325763 54.371054224844556 68.605820828699507 162.0293725321244 44.832839487760793 32.021703327773139 59.198020141804591 268.23784699686803 192.13930357864956 794.51476559019648 28.530455806758255 58.613763601519167 27.697390230139717 135.91342229139991 32.635967516805977 62.311288719065487 103.3376833407674 22.377763125899946 77.409205001778901 162.39038915815763 26.357001282332931 125.26219198205217 38.787224164952931 15.690404934648539 20.285266631748527 106.42850679147523 1.6459473851136852 227.129935687135 136.28035725658992 28.772293786227237 32.382432347163558 210.90174850990297 15.233822163732837 52.21998401399469 30.731851271877531 7744.351726254914
leaf_count=44607 2046580 32180 4675 6127 7615 6579 15738 4371 2190 6422 30805 23118 94064 2507 5236 2393 10279 2112 4708 9105 2754 7982 16714 2634 12082 14273 6189 1289 9520 117 36808 13308 2170 3311 13663 2245 4774 2452 350460
internal_value=0 0.000614201 -0.00495229 -0.00837368 -0.000271067 0.00139197 0.00237275 0.00648223 0.0137267 0.0191539 0.000578913 -0.00328618 0.00361821 -0.00135712 0.00278799 0.0119472 -0.00581366 -0.0103961 -0.0134099 0.0166964 0.00351182 0.000264189 0 0.00810236 -0.00254911 -0.00659199 -0.0122604 -0.00461126 -0.00745676 -0.0197633 -0.0068335 0.00501389 -0.00252175 -0.0211557 -1.09753e-05 -0.00342318 -0.0079506 -0.0110839 1.46e-05
internal_weight=0 3422.38 345.955 293.82 205.021 3076.43 2354.66 640.864 282.021 221.227 1713.79 709.885 1003.91 721.769 344.893 159.566 376.876 230.861 198.225 131.868 214.517 146.015 358.842 71.1898 287.653 150.65 54.4776 185.328 165.042 88.7989 495.368 930.795 60.794 87.153 33797.9 309.087 98.1857 82.9518 33488.9
internal_count=2864156 443982 86914 82239 72684 357068 295358 62321 26520 22160 233037 93485 139552 61710 30050 14005 31660 17099 14987 11612 25872 14561 35801 7005 28796 65069 20462 16045 14756 9555 67613 107372 4360 9438 2420174 23134 9471 7226 2397040
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=31761540 37 1 1 1 1 1 24 648 3 2 200 1 1 784 1 320 720 259 1
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=40
num_cat=23
split_feature=2 8 1 7 3 6 12 1 3 1 7 2 0 2 3 2 11 0 2 1 0 0 3 2 1 0 2 0 0 7 0 0 7 0 2 3 3 7 7
split_gain=0.208041 1.47155 1.06466 2.00113 1.59406 2.75961 3.20087 2.91054 1.54186 1.82107 1.5952 1.59835 1.18351 2.57564 4.00799 1.29275 1.11097 0.896846 0.853407 0.585273 0.49333 0.462612 0.244492 0.230333 0.223806 1.4812 3.17133 1.81393 3.70909 1.61302 2.30489 1.3722 1.3313 1.03258 1.5787 1.13873 0.992267 1.17149 0.781254
threshold=0 1 2 3 1.0000000180025095e-35 4 5 6 2.5000000000000004 7 8 9 1.0000000180025095e-35 10 1.0000000180025095e-35 11 12 4.5000000000000009 13 14 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 15 16 7.5000000000000009 17 15.500000000000002 21.500000000000004 18 1.5000000000000002 9.5000000000000018 19 5.5000000000000009 20 1.0000000180025095e-35 4.5000000000000009 21 22
decision_type=9 1 1 1 2 1 1 1 2 1 1 9 2 9 2 9 1 2 9 1 2 2 2 9 1 2 9 2 2 1 2 2 1 2 9 2 2 1 1
left_child=1 2 3 21 5 6 7 -4 9 -6 11 -10 15 17 -15 23 -11 -14 -12 -3 -8 -1 -21 -5 25 29 31 36 38 30 -2 -27 -30 -31 -35 -36 37 -28 -29
right_child=24 19 4 12 8 -7 20 -9 10 16 18 -13 13 14 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 27 28 32 33 -32 -33 -34 34 35 -37 -38 -39 -40
leaf_value=0 0.018054031646369286 0 0.017243175163084455 0 0.0025409852591367298 -0.016780015484315881 0 -0.0011665198297823413 0.021677536673324008 -0.013040493817187609 0.003390411795150958 -0.0033040005708872794 -0.0071368414693741113 -1.3036398686247551e-05 0.018694501958385838 -0.0092970324568754214 0 0.0051176014756426566 -0.0059356718699898892 0.021845038332797481 -0.01196276289295025 -0.013421408443099945 0 0.0077945651609455978 -0.00015061423896738926 -0.0012792584016746106 0 0.017759617395365558 0.00089098960945064416 0.00019162865192596647 0 0.016357956564151826 -0.017351767778457056 -0.0042449773687707375 0 0.014793421946799196 0 -0.016353024622580935 0
leaf_weight=31.504376904907986 105.64756463174854 20.273186209145933 198.65883613182814 66.85425422453045 87.636098050745204 23.699666944419732 12.12839787348639 90.553898054467936 29.537786011176649 316.98996519918728 96.52842972799408 5.4761744876450384 116.10923621967959 140.2021909136165 252.44754295139137 74.367801948828856 74.593709178559948 49.954943794000428 190.45686410558119 29.776651361316908 52.866623264271766 46.579952184547437 2.2887920970097175 51.703222948395705 29167.106858865725 24.25711080970359 40.835787851247005 51.798663724970538 23.390783231530804 4969.0081882835766 128.94966331023898 64.508803842152702 57.024337417969946 51.962861511536175 67.174038865894545 146.42034685004182 21.053355093579739 228.0607077297318 18.251019879011437
leaf_count=6006 10180 903 30211 10963 8782 4542 1052 26201 4226 62440 27357 1593 11952 17817 30460 13256 6956 4398 24403 1564 4685 4887 156 13520 1967212 2752 2589 2153 1194 511402 6937 6993 3926 6560 3269 6129 946 12906 693
internal_value=0 0.000992501 0.000302132 0.00308424 -0.00144894 0.00331143 0.00664181 0.0114749 -0.00411106 -0.00759852 0.000432177 0.0140928 0.00502491 0.0073795 0.0115058 -0.000298304 -0.010412 -0.00161882 -0.00185032 0.0142027 -0.00853841 -0.00843023 0.0176546 0.00439451 -2.80528e-05 0.000515273 -0.00428794 -0.00806448 0 0.00105637 0.00861801 0.00913722 -0.0120189 0.000595812 0.00637675 0.0101543 -0.0125069 -0.0141647 0.0145364
internal_weight=0 2061.19 2008.85 829.724 1179.13 377.907 354.208 289.213 801.219 479.22 321.999 35.014 751.639 558.714 392.65 192.925 391.584 166.064 286.985 52.3386 64.995 78.0843 32.0654 118.557 35165.5 5998.34 529.181 440.415 150.465 5469.16 234.597 88.7659 80.4151 5234.57 265.557 213.594 289.95 268.896 70.0497
internal_count=2864171 318330 315707 113259 202448 66691 62149 56412 135757 78178 57579 5819 102366 64627 48277 37739 69396 16350 51760 2623 5737 10893 1720 24483 2545841 578629 34152 24407 7966 544477 17117 9745 5120 527360 15958 9398 16441 15495 2846
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=14790665 1 292 4 1 1 216 512 4 14712840 8388608 8400904 1 45064 768 8 537 1836608 8 8 788546 2 3
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=40
num_cat=24
split_feature=2 3 1 7 11 3 0 1 7 3 0 7 1 0 1 3 10 0 7 7 11 1 0 3 0 0 0 7 0 2 1 3 10 8 1 2 1 11 1
split_gain=0.255854 1.58885 1.46486 1.91967 1.33304 2.15963 5.27037 1.78154 1.73562 1.70535 1.60909 1.50122 1.2612 1.21013 1.11794 0.990669 0.851473 0.437261 0.593377 0.368412 0.302993 0.290699 0.28602 0.255152 0.294157 0.221071 0.154169 1.92155 3.86014 2.51608 2.09705 2.08969 2.01674 7.45763 5.14789 5.18661 3.46673 6.26368 5.88646
threshold=0 1.0000000180025095e-35 1 2 3 2.5000000000000004 6.5000000000000009 4 5 3.5000000000000004 2.5000000000000004 6 7 1.5000000000000002 8 6.5000000000000009 9 4.5000000000000009 10 11 12 13 53.500000000000007 7.5000000000000009 1.0000000180025095e-35 104.50000000000001 2.5000000000000004 14 3.5000000000000004 15 16 2.5000000000000004 17 18 19 20 21 22 23
decision_type=9 2 1 1 1 2 2 1 1 2 2 1 1 2 1 2 1 2 1 1 1 1 2 2 2 2 2 1 2 9 1 2 1 1 1 9 1 1 1
left_child=1 2 3 -1 5 10 7 8 -7 13 -3 -9 17 19 -12 -8 -16 18 -11 21 -4 -6 -5 24 -14 -15 -2 28 -28 30 -30 -32 33 34 -29 -36 37 38 -34
right_child=26 4 20 22 9 6 15 11 -10 12 14 -13 23 25 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 32 29 -31 31 -33 36 -35 35 -37 -38 -39 -40
leaf_value=-0.0046231949120368182 -0.00019155882632354272 0 0.00017130712316983603 0.018214563406520636 0.0088834804105099602 0.01397526716275658 0.037686613882935205 0 -0.0017061106543635356 0.011634735026707883 0.00071508121827881582 -0.017338572535424982 0 0.015515642342256395 -0.017448188640442796 0 0 -0.0013196388918482503 0 -0.0065211090565116779 -0.0082909328075314714 0 0 0 -0.017744338938693534 0 -0.020552042395653294 0.0046669488706640337 -0.0031268981431882871 -0.011332379743627181 0.015514730626506976 -0.0043017011464471146 3.9300974878507191e-05 0.013552849897390759 0.0034890093157398795 -0.0040556200379902292 -0.0040777119057804545 -0.0043304926831792779 0.011484427888014601
leaf_weight=15.386682795069646 23661.233376815409 207.16312347775602 64.421841500217852 146.64372657726926 12.249120763270184 71.130820157872222 15.549830797681354 100.76089748503 108.18677054696673 44.70543191669276 18.404360349355557 57.464590647461591 9.8748266652692092 130.91784840810578 175.32976327708457 1.141244563681538 17.293724730145186 15.261036297772078 22.329250340815634 21.897616112342803 14.398631854914127 21.744022966187913 0.72142497450113197 2.2396784662269047 31.469731076387689 0.66444762516766687 100.60143173261895 2115.1181917287031 172.71414733692654 121.80540648713941 154.18635901043308 30.617001034785062 1205.3593426947482 466.76090983080212 1331.420014669493 2561.1345606967261 2040.166136212647 1206.8559247655794 736.41605948330835
leaf_count=1783 2025379 43229 15557 16379 1141 12714 1403 15663 22148 4374 3005 8145 1022 12732 17410 100 743 1357 2244 2411 1188 2500 71 204 2870 70 5648 188140 6432 8448 5566 1297 22077 10179 156113 172530 38065 20630 13161
internal_value=0 0.00135642 0.008235 0.012766 -7.32251e-05 -0.00255418 0.00249773 -0.000924192 0.00456078 0.0048575 -0.00738358 -0.0082731 -0.00216171 0.0105981 -0.0129667 0.0342548 -0.0149043 0.00304976 0.00755091 0 -0.000437054 0.00377049 0.0167822 -0.0120829 -0.0151674 0.0150354 -3.53647e-05 0.000241756 -0.00513943 -0.000396468 0.00335007 0.0102171 0.0005514 0.00174128 0.00071112 -0.00138951 -0.000876232 0.00113197 0.00469913
internal_weight=0 1327.35 241.572 162.752 1085.78 772.425 354.234 337.543 179.318 313.353 418.191 158.225 125.88 187.473 211.028 16.6911 192.623 82.2957 67.0347 55.8908 78.8205 33.9931 147.365 43.5842 41.3446 131.582 35904.4 12243.2 579.924 479.323 357.518 184.803 11663.2 6474.43 6007.67 3892.55 5188.8 3148.63 1941.78
internal_count=2864128 190463 34978 18233 155485 124560 60173 58670 34862 30925 64387 23808 12071 18854 21158 1503 18153 7975 6618 6052 16745 3641 16450 4096 3892 12802 2673665 648286 27391 21743 13295 6863 620895 526962 516783 328643 93933 55868 35238
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=29470724 868 4 1 233 6 9 720 516 1 9 1 1 768 8 1314464 682 1 1 650 790042 376 1 256
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=40
num_cat=20
split_feature=0 2 0 0 2 1 3 0 2 3 6 7 0 3 1 12 2 1 0 7 3 0 1 2 2 0 1 0 1 3 0 0 1 12 0 3 3 8 1
split_gain=0.119506 0.359345 0.399652 0.355558 0.752178 0.645083 0.453208 0.214955 0.919803 0.930856 0.600128 1.2571 0.819271 0.700196 0.643969 0.642327 0.209309 1.42465 0.622453 0.365128 0.402787 0.246293 1.45263 0.697516 0.397205 0.204097 3.31775 1.35057 0.193255 0.164728 0.116106 0.167532 0.173794 0.0970757 0.0827267 0.0904261 0.072576 0.0325574 0.00862934
threshold=105.50000000000001 0 137.50000000000003 90.500000000000014 1 2 5.5000000000000009 30.500000000000004 3 2.5000000000000004 4 5 39.500000000000007 1.5000000000000002 6 7 8 9 17.500000000000004 10 2.5000000000000004 26.500000000000004 11 12 13 16.500000000000004 14 15.500000000000002 15 1.0000000180025095e-35 137.50000000000003 111.50000000000001 16 17 143.50000000000003 3.5000000000000004 1.0000000180025095e-35 18 19
decision_type=2 9 2 2 9 1 2 2 9 2 1 1 2 2 1 1 9 1 2 1 2 2 1 9 9 2 1 2 1 2 2 2 1 1 2 2 2 1 1
left_child=3 2 -2 7 -5 -6 33 16 10 -10 13 12 -12 15 -15 -9 17 19 -19 20 -1 25 23 -23 -24 27 -27 -18 -11 -13 31 -3 -33 -7 35 -4 -21 -36 -32
right_child=1 30 34 4 5 6 -8 8 9 28 11 29 -14 14 -16 -17 21 18 -20 36 -22 22 24 -25 -26 26 -28 -29 -30 -31 38 32 -34 -35 37 -37 -38 -39 -40
leaf_value=0.014590545181266987 -0.012285114508330175 0 0.0067574892425243177 -0.0015938088482159913 0 0.025868407680774943 0 -0.013444463958617035 -0.019459639050146388 0.0064956570095226068 0 0 0.021350754882394629 0.010336747741745247 -0.0028821156867609291 0 1.4579074430379378e-05 -0.01907138721688054 0 -0.0037806451811924061 0 0 0 0.017753151999664412 -0.010067565078641094 0.01111037536533219 -0.0068365514611199267 0.010523378046676812 -0.0015713398956191038 -0.0084256805110600706 0 0 0.0099443396587789914 0 -0.0032188177777459216 0 0 0 -0.0013766131531229239
leaf_weight=14.329748744257815 32.119564072694629 3.0571782359620583 6.1849690275266793 5.6738177598454058 2.4633587272837758 13.197870335192421 0.8762884670868506 48.965526195446728 28.920702436211286 3.1322354492731392 13.216402000864035 4.659684737911447 29.076970855123363 19.206588392495178 15.860713036439845 10.278525656554846 36229.092810916518 36.565845901421199 2.4105718273785888 20.776334288762882 2.4303878002174306 10.7189642728772 3.2878958769142628 36.543248212663457 20.926628331537362 92.633290443336591 360.99875032322598 93.007306947198231 5.6231669471017067 9.0080605483963136 1.4544341238215566 3.2051676423288882 6.2813408086076361 6.0161647107452252 9.066818951396268 0.76272905757650722 26.213135674432124 1.2357061472721405 5.5359011118998742
leaf_count=6454 1482 235 241 588 187 608 57 4610 2977 237 630 188 1536 1323 1036 459 2696328 56502 327 16195 3998 698 334 1665 1361 5432 18885 4595 504 575 95 272 523 172 675 51 31635 34 481
internal_value=0 -0.00346217 -0.00731106 1.60133e-05 0.00782479 0.0132432 0.0180185 0 -0.00312713 -0.012077 0 0.0074747 0.0141431 -0.00310505 0.00232077 -0.00937878 2.22165e-05 -0.00377745 -0.0141035 0.00264778 0.00886058 4.50212e-05 0.00498117 0.0131911 -0.00538212 2.32364e-05 -0.0020012 5.84031e-05 0 -0.0041244 0.0001842 0.00522954 0.00847899 0.0238253 0 0.00449966 0 -0.00140174 0
internal_weight=0 68.9038 49.3698 37166.1 28.2275 22.5537 20.0903 37137.9 187.949 37.6761 150.272 55.9611 42.2934 94.3114 35.0673 59.2441 36949.9 102.726 38.9764 63.7496 16.7601 36847.2 71.4767 47.2622 24.2145 36775.7 453.632 36322.1 8.7554 13.6677 19.534 12.5437 9.48651 19.214 17.2502 6.9477 46.9895 10.3025 6.99034
internal_count=2864185 4089 2483 2860096 1612 1024 837 2858484 14075 3718 10357 2929 2166 7428 2359 5069 2844409 115111 56829 58282 10452 2729298 4058 2363 1695 2725240 24317 2700923 741 763 1606 1030 795 780 1001 292 47830 709 576
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1388 2362176 268 1064290 1 9 712 1 1064960 104 10 180 789520 2360840 270 288 392 1 1 32
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=40
num_cat=22
split_feature=2 3 1 0 11 1 3 3 0 3 0 1 3 13 4 0 1 6 7 3 1 0 0 0 0 2 2 1 3 1 0 2 1 5 5 6 3 7 1
split_gain=0.151514 1.1525 1.2172 0.993828 0.797831 1.35251 3.71773 1.6672 1.32498 1.2011 1.25957 1.07325 1.13412 1.08586 1.07102 1.00534 0.754567 0.611965 0.434808 0.389143 0.383674 0.281006 0.158527 0.914255 0.510891 0.804584 0.651048 0.627309 0.63464 0.298018 0.288116 4.66836 4.46673 3.99995 1.78293 2.05102 2.20812 1.5567 2.87356
threshold=0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 3 2.5000000000000004 1.5000000000000002 6.5000000000000009 8.5000000000000018 6.5000000000000009 4 3.5000000000000004 5 6 7.5000000000000009 7 8 9 6.5000000000000009 10 53.500000000000007 45.500000000000007 59.500000000000007 96.500000000000014 11 12 13 5.5000000000000009 14 15.500000000000002 15 16 17 18 19 3.5000000000000004 20 21
decision_type=9 2 1 2 1 1 2 2 2 2 2 1 2 1 1 2 1 1 1 2 1 2 2 2 2 9 9 1 2 1 2 9 1 1 1 1 2 1 1
left_child=1 2 -1 -4 5 7 8 -3 16 10 -9 12 13 17 -10 -13 -7 -6 19 -8 -20 -5 30 29 26 -26 27 -25 -29 -24 -2 32 33 -32 37 36 -36 38 -33
right_child=22 4 3 21 11 6 18 9 14 -11 -12 15 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31 31 34 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.000334498588884746 -3.0146857452389191e-05 0 0 0.018101705454299729 0.028564262644424094 0.0037333446456224843 0.026522932078004154 -0.021621825121148647 -0.021491872093475497 0.001027106545854089 0 -0.012540125760773131 0 0 0 0.0053576815627174078 -0.0086198175728745205 0 0.007471677523560049 0 -0.0029988890687733896 0 0 0 -0.0088837119239407372 0.0043169857861784016 -0.002724384413299964 0.017186790348512403 0 -0.014085185292236152 0.038643568919513482 -0.0036040494278703839 0 -0.0014467331533621402 -0.028390792116263726 0.0050448085885611412 0.0018972404770552125 -0.0092962592622031649 0.013132956717155775
leaf_weight=65.378231826805859 35596.634865830332 58.666511362796882 28.96104632706556 90.604961271608772 23.365810781368054 110.95250553229198 31.414261667370738 97.517681830664515 38.548758579534478 1.6615832092065819 8.5563242526259256 31.127090428752126 31.972443951410241 31.424075020942837 2.4574687453568904 12.441685483325271 33.238547694196313 1.8256044078152651 17.63478139775907 2.4271053089032639 28.853298992471537 0.71808748412877221 5.2665223343065009 11.318886470398864 65.434535632957704 17.321642760420218 4.1699260961613609 56.30571536073694 2.6914377254433921 29.102486214716919 63.368591309030307 187.62376207771013 137.54333326916094 12.541408973454962 50.164247559529031 4.2049362701363853 5.2620668369345358 99.961254873225698 130.17126813647337
leaf_count=9793 2699755 6971 7030 9859 2253 17585 6517 15639 4068 209 739 2914 2489 2151 299 986 11661 150 6374 387 5855 74 385 804 3140 1706 490 2857 195 2996 4193 5715 12189 1943 5418 372 473 3653 3882
internal_value=0 0.00138829 0.00774608 0.0125139 -0.00046144 -0.00298437 0.000722893 -0.00920257 -0.0059828 -0.0159503 -0.0185887 0.00496083 0.0104488 0.0175125 -0.0171779 -0.00286174 0 0.0260394 0.0163904 0.0214541 0 0.0173946 -6.40699e-06 -0.00267577 0 -0.00345164 0.00600324 0.00949626 0.0131861 -0.0129106 1.62464e-06 0.001988 0.0132416 0.0280092 -0.00313711 -0.0160264 -0.022347 0 0.00311487
internal_weight=0 749.748 185.662 120.284 564.086 431.929 265.527 166.402 185.197 107.736 106.074 132.157 88.5879 56.6155 41.0062 43.5688 144.191 25.1914 80.3294 33.8414 46.4881 91.323 36479.1 191.611 157.242 82.7562 74.486 70.316 58.9972 34.369 36287.5 690.841 213.453 75.91 477.388 59.6313 55.4263 417.756 317.795
internal_count=2864169 114003 26756 16963 87247 76304 52746 23558 33613 16587 16378 10943 7043 4554 4367 3900 29246 2403 19133 6904 12229 9933 2750166 12573 9192 4846 4346 3856 3052 3381 2737593 37838 18325 6136 19513 6263 5891 13250 9597
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=29466624 650 1 784 912 1 2 198 1 6 41 376 1052018 272 260 1053146 284 2 2 1 9 113
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=40
num_cat=25
split_feature=0 10 2 0 1 10 2 0 0 2 1 8 4 3 1 2 7 0 1 8 1 0 7 1 1 2 0 2 2 2 3 1 0 3 3 1 0 0 7
split_gain=0.218665 5.1893 5.19191 8.55224 5.61012 4.47557 9.93677 11.2126 8.9558 6.31532 7.63973 4.98401 6.85862 6.52321 6.14364 8.71613 9.52347 5.05807 4.48809 3.88061 6.36569 3.82897 9.8808 4.80396 3.82883 3.49383 3.30309 5.8012 3.93515 3.19037 3.17995 2.94242 2.88429 2.85351 2.63439 2.55213 4.19058 2.76326 2.52911
threshold=1.5000000000000002 0 1 1.0000000180025095e-35 2 3 4 2.5000000000000004 2.5000000000000004 5 6 7 8 4.5000000000000009 9 10 11 2.5000000000000004 12 13 14 8.5000000000000018 15 16 17 18 2.5000000000000004 19 20 21 1.0000000180025095e-35 22 5.5000000000000009 2.5000000000000004 3.5000000000000004 23 3.5000000000000004 4.5000000000000009 24
decision_type=2 1 9 2 1 1 9 2 2 9 1 1 1 2 1 9 1 2 1 1 1 2 1 1 1 9 2 9 9 9 2 1 2 2 2 1 2 2 1
left_child=1 -1 31 19 -5 11 8 9 -7 -8 -11 13 24 14 15 16 -2 -15 -10 25 -21 35 23 -23 -13 -4 28 -28 -16 -19 -20 -3 -26 -12 -17 36 -9 -37 -14
right_child=5 2 3 4 -6 6 7 21 18 10 33 12 38 17 26 34 -18 29 30 20 -22 22 -24 -25 32 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 -40
leaf_value=-0.00079100098632865388 0.012033990934766618 0.0074521572198582194 -0.0026679748004697929 0.012637789697758138 0.00037267296464492286 0.019300483583396116 0.004494223062120749 -0.0073777764808496144 -0.0044348026668691448 -0.023794322700218497 -0.01146206648827197 -0.0080336705050834938 0.0048035887332710551 -0.018341405016621157 0.0073474464581519197 -0.003509041021136436 -0.0073073569991572137 0.0078225548511744354 -0.0047573142918067952 0.016126237772140648 -0.010805235840048909 -0.00015125074978382483 -0.011732373022583431 0.019031110172174209 0.0017201444515170254 0.011501017416796858 0.0031146946537366719 -0.0047467796391346658 -0.0022786065370530117 -0.006840771481278817 0.013504709505245148 -0.0048998092456013905 0.021427736063934416 -0.00080355548087053844 0.010353123540889799 -0.0010635248629836437 0.0064842072972554335 -0.0076702696143802693 0.031262497447182715
leaf_weight=13467.561601198686 1597.1499518763812 181.51238278020173 1896.4874188350514 1393.0033521917649 587.90789457503706 324.72443793760613 210.7844851182308 275.83889081282541 620.18941084062681 429.80320773972198 705.61075672693551 197.68480994855054 127.94063201360404 274.15158773149597 911.30798541486365 1063.4823594987065 256.53148706541106 177.81611588550004 85.930422798730433 288.83995434455574 76.495478187687695 160.37964158505201 187.65612554410473 345.88092415546998 341.45560336136259 146.85508992127143 1318.2746584493361 2823.270785018889 679.34079227149778 387.25341733926325 310.40855165524408 1063.1658232631162 86.615575106814504 486.81901238439605 120.3164693859726 1728.5134372129105 662.72880071541294 1116.8144715097733 112.12410323787481
leaf_count=1609868 120316 10866 49926 35512 14792 14062 11729 5385 17344 7704 11088 3728 4852 30063 76190 145386 17741 23401 2107 6083 1844 2038 2663 4353 6572 10507 138498 204175 90849 30456 8297 57850 1270 8738 14836 31646 10310 16724 4439
internal_value=0 0.000258186 0.00280992 0.00444075 0.00927142 -0.000225043 -0.00207275 -0.00376127 0.00554869 -0.010305 -0.0124083 0.00109827 0.00825029 0.00039903 0.00124364 0.00485909 0.0091011 -0.00782014 0.000494771 0.000297995 0.00947092 -0.000973582 0.00558419 0.012839 0.00187308 -0.00131067 -0.000642756 -0.00217203 0.0031164 -0.00154413 0.00858415 -0.00268904 0.00734453 -0.00742185 -0.00161859 -0.00228932 0.00197777 -0.00380082 0.0217077
internal_weight=0 19101.8 5634.27 4389.59 1980.91 18126.8 7652.08 6310.83 1341.25 1833.02 1622.23 10474.7 865.821 9608.9 8769.67 3037.48 1853.68 839.221 1016.53 2408.68 365.335 4477.81 693.917 506.261 625.756 2043.34 5732.19 4141.55 1590.65 565.07 396.339 1244.68 428.071 1192.43 1183.8 3783.9 938.568 2845.33 240.065
internal_count=2864208 1797248 187380 118664 50304 1066960 154188 112378 41810 39259 27530 912772 20861 891911 807991 298279 138057 83920 27748 68360 7927 73119 9054 6391 11570 60433 509712 342673 167039 53857 10404 68716 7842 19826 160222 64065 15695 48370 9291
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=1 12125016 436 1 6357201 535298 140 1 2 647 25691948 3 736 1 928 9 592 148 9250 8138264 1917344 96070 120 124 1
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=40
num_cat=25
split_feature=2 7 1 3 12 1 0 0 8 1 2 6 3 3 3 1 2 1 2 2 3 1 12 3 3 2 2 0 1 3 1 0 3 8 5 1 3 2 1
split_gain=0.144384 3.80801 3.04925 4.49077 4.05174 4.76323 3.79191 2.66217 2.556 2.68621 3.80163 2.31873 3.85805 2.21981 2.15027 2.94627 2.63976 1.82346 3.0899 1.83657 1.72992 1.72392 1.65203 1.59003 1.58879 1.26473 1.11434 1.04593 1.01526 1.00335 0.939653 0.910767 3.24532 5.0967 7.38478 10.2155 8.89649 5.8579 4.21457
threshold=0 1 2 1.0000000180025095e-35 3 4 2.5000000000000004 10.500000000000002 5 6 7 8 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 9 10 11 12 13 3.5000000000000004 14 15 2.5000000000000004 1.5000000000000002 16 17 1.0000000180025095e-35 18 1.5000000000000002 19 1.5000000000000002 1.0000000180025095e-35 20 21 22 6.5000000000000009 23 24
decision_type=9 1 1 2 1 1 2 2 1 1 9 1 2 2 2 1 9 1 9 9 2 1 1 2 2 9 9 2 1 2 1 2 2 1 1 1 2 9 1
left_child=1 2 3 4 5 -1 14 20 9 10 -3 12 30 21 15 -4 27 18 -15 -19 -8 -11 28 -13 -17 -14 -23 -16 -10 -12 -5 32 -2 34 36 -36 -34 -37 -35
right_child=31 8 6 11 -6 -7 7 -9 22 13 29 23 25 17 16 24 -18 19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 38 35 37 -38 -39 -40
leaf_value=0.022129983716653933 -0.0012848545651981524 0.020838202953472072 0.0042587284479332051 0 -0.011965854344941402 -0.0085063684976832612 0.017211930455065551 -0.0015927533190501634 0.011913070471381433 0.0062013705273843865 -0.017267959625533357 0.018522549134726136 0.014764284253132932 0.0023494980612954277 0.019695504433500148 -0.0021658256879498231 -0.0045846672031601057 0.0013321658178766613 -0.0050081004696713163 -0.0092591249768137415 0 0.0048852250911183039 0.020727738393479835 -0.0036396340689022152 -0.018675494252943972 -0.0024150174666869935 -0.0036195228200384486 0.0033078433480496789 -0.0034654473926689446 0 -0.014489883298706017 -0.00049512149943298732 -0.004777410605592624 0.0014228668807058573 0.015857681794716187 -0.0056886459118415476 0.02070767420560489 0.0042455910349502952 -0.0069323021450037386
leaf_weight=148.45378337695729 5621.2619249158124 76.843052227784938 313.66533750386225 33.987488369915809 35.949085212312639 32.990167693140393 397.06718590717355 82.732363483577501 19.309918985585682 350.94917670251743 19.504659488586185 28.433428214666492 42.13734613055567 792.1837071908667 109.95463573983579 245.69087784296789 85.293052881475887 134.81308341874683 1573.7864154102281 969.79299416545837 101.21026056011033 134.89836829798878 44.192975046578795 18.354350604189676 86.806647931083717 27.396404137951322 688.60883638572523 152.2670505955175 104.49374005227583 19.091408505022628 389.43064609658904 14331.273533975043 1649.8503047797694 1228.8302025613375 687.1533444376455 621.10278581921011 116.60628665404511 4678.4890947706881 1053.0481801421265
leaf_count=15054 472961 41936 38928 10547 2648 13902 32849 7419 1163 39686 39303 3157 4203 77481 11354 33826 18675 15491 127003 105269 8073 13251 2224 2241 11678 3087 82003 12528 4846 48168 39332 719290 288915 33293 97205 73037 13763 256288 42151
internal_value=0 -0.000424483 0.00282241 -0.00205078 0.00873291 0.0153686 0.00534406 0.0116469 -0.00203143 -0.00253352 0.0100703 -0.00718785 -0.00956407 -0.00298869 0.00118456 -0.00188173 0.00737709 -0.00426893 -0.00242181 -0.00770302 0.0143787 0.000532707 0.00880662 0.00789636 -0.00826454 0.00753449 -0.00171718 0.0121083 0 -0.00724576 -0.0133464 6.89337e-05 0.000604379 0.00169313 0.00293112 0.00462093 -0.00261039 0.00299124 -0.00236689
internal_weight=0 7260.29 2331.82 757.133 217.393 181.444 1574.69 581.01 4928.47 4760.47 115.439 539.74 492.952 4645.03 993.678 646.163 347.515 3470.58 2365.97 1104.61 498.277 1174.46 167.997 46.7878 332.498 69.5338 823.507 262.222 123.804 38.5961 423.418 29987.6 15656.3 10035.1 7753.2 5986.75 1766.46 5299.59 2281.88
internal_count=2864228 867325 269501 94171 31604 28956 175330 48341 597824 589591 129407 62567 57169 460184 126989 84432 42557 325244 204484 120760 40922 134940 8233 5398 45504 7290 95254 23882 6009 87471 49879 1996903 1277613 804652 729208 426530 302678 329325 75444
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=1851931 6 147 1 128 1 14 1048603 1 264 786968 416 262155 1049088 560 1 536 524800 112 17 1 1 53 10551552 900
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=40
num_cat=18
split_feature=2 3 1 1 3 2 12 3 0 0 0 6 12 2 3 10 3 0 0 2 10 3 0 3 3 0 2 1 0 1 2 0 3 10 5 3 0 3 2
split_gain=0.225242 1.76093 1.34087 1.03623 1.48365 2.01026 3.26621 1.28411 1.23875 1.0095 1.78609 1.57353 1.42588 1.16989 1.08969 0.98909 0.897539 2.40242 0.874741 0.808887 1.08429 0.641749 0.587823 0.518774 0.494392 1.45973 1.53466 2.08785 2.00086 2.6015 1.34058 0.956686 0.62505 1.35587 1.02418 0.554572 0.507388 0.479207 0.478553
threshold=0 6.5000000000000009 1 2 3.5000000000000004 3 4 1.0000000180025095e-35 11.500000000000002 4.5000000000000009 3.5000000000000004 5 6 7 3.5000000000000004 8 2.5000000000000004 6.5000000000000009 5.5000000000000009 9 10 1.0000000180025095e-35 2.5000000000000004 21.500000000000004 6.5000000000000009 8.5000000000000018 11 12 2.5000000000000004 13 14 4.5000000000000009 9.5000000000000018 15 16 7.5000000000000009 5.5000000000000009 12.500000000000002 17
decision_type=9 2 1 1 2 9 1 2 2 2 2 1 1 9 2 1 2 2 2 9 1 2 2 2 2 2 9 1 2 1 9 2 2 1 1 2 2 2 9
left_child=1 3 23 4 7 6 8 19 -6 10 12 16 15 -12 -13 -5 21 -18 -9 20 -1 -11 38 -3 -2 26 28 36 32 35 -27 -31 33 -26 -34 -30 37 -28 -4
right_child=24 2 22 9 5 -7 -8 18 -10 11 13 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 30 27 -29 29 31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.011025507454224578 3.5979763729645459e-05 0.017696671753479432 0.0095092883422203001 -0.0038669447003701904 0.030572580846659304 0 -0.0019068979072606844 0 0 0.0020506184729026009 0.00061026864654821359 0.020886485180655334 0.0039765245302537493 -0.014834127575066816 0 0.0032544821863043681 -0.0034656492025938986 0.018907005476736544 -0.0087614632735629923 -0.0024696666183822353 -0.00066750727655189371 -0.0054825509899688743 -0.011301283746623442 0 -0.0039731919023787785 0.0012414068811957358 0.014880243290930052 -0.014571542061552542 0 0.020841651059467593 -0.021321940321434529 0 -0.010346599186146208 0.0058127963096506093 0.0009529161938433957 -0.010618585718990652 0 0 -0.0014993071188037005
leaf_weight=217.4537400661211 32690.47377654571 100.54799639739213 16.500283323402982 1074.8455694129552 68.162986293871654 71.413193304251763 24.541679662186652 389.60344998993969 2.6756101204082361 110.86704520032799 25.369700839204597 40.346111819002545 390.498300949228 124.63378228199144 5.3053565879818043 167.24819402769208 54.833310428773984 54.704754025966395 112.25263826368609 33.561575962186907 45.886357658542693 220.37850871699629 12.635717741068218 1.3863336985232297 304.89907012582989 9.1844678474881203 24.682550139797975 128.1616488580039 38.1415094564436 94.854540238622576 30.448886744648917 58.772862062440254 145.26929010660388 214.81303245946765 61.237644672713941 34.500629981484963 3.7180342150095376 2.6457982472493304 11.630556465868723
leaf_count=27615 2295323 9388 2401 216892 8093 13065 1861 68004 204 10390 2440 3470 38798 12876 399 11235 5045 4726 12755 5170 1906 26069 1178 128 27348 735 6345 13581 1490 5003 1674 2713 8710 7164 6041 1881 431 445 1148
internal_value=0 0.000819006 0.0107016 0.000199288 0.00294757 0.0108888 0.0179121 0.000628756 0.0280542 -0.000871942 -0.00207472 0.00280244 -0.000816986 -0.0116792 0.0161744 -0.00261807 0 0.00722033 -0.00202101 0.00579984 0.00783823 -0.00216985 -0.00027203 0.0152898 -2.7607e-05 -0.00204232 -0.000851014 -0.00893752 0.000512676 0.00836188 -0.0163865 0.0147909 -0.00176413 0 -0.00603153 -0.00373773 0.00520716 0.0112966 0.00275013
internal_weight=0 3377.28 142.701 3234.58 965.551 166.793 95.3803 798.758 70.8386 2269.03 1782.6 486.435 1632.59 150.003 45.6515 1242.09 440.784 109.538 501.856 296.902 263.34 331.246 40.7666 101.934 33841.8 1151.33 1111.7 159.208 952.489 226.27 39.6334 153.627 726.219 519.712 206.507 72.6421 31.0464 27.3283 28.1308
internal_count=2864140 485256 14243 471013 138673 23223 10158 115450 8297 332340 282241 50099 266925 15316 3869 228127 46230 9771 80759 34691 29521 36459 4727 9516 2378884 83561 81152 20802 60350 11087 2409 7716 49263 34512 14751 3371 7221 6790 3549
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8499397 425 592 8392768 1 1 1 4100 1 8454212 1 4194616 76 771 3600 1 2 12480
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=40
num_cat=22
split_feature=2 3 1 3 0 4 3 2 1 13 3 2 7 3 2 2 0 7 0 1 1 7 2 7 2 3 3 3 0 0 7 0 0 2 3 12 2 0 2
split_gain=0.148668 0.926807 1.00046 1.31085 1.13089 1.43877 1.31089 1.04375 1.57219 1.00934 4.13163 2.21892 1.93472 1.09661 0.950423 0.935804 1.10198 0.9275 0.822011 2.37494 1.80761 3.63306 4.44012 3.5734 2.02534 1.54571 1.37431 1.0852 0.943375 0.876926 0.849061 0.814213 0.780111 0.761775 0.742835 0.590981 0.588015 0.540239 0.420929
threshold=0 2.5000000000000004 1 1.0000000180025095e-35 2.5000000000000004 2 1.0000000180025095e-35 3 4 5 1.5000000000000002 6 7 1.5000000000000002 8 9 21.500000000000004 10 4.5000000000000009 11 12 13 14 15 16 4.5000000000000009 8.5000000000000018 3.5000000000000004 3.5000000000000004 3.5000000000000004 17 14.500000000000002 4.5000000000000009 18 10.500000000000002 19 20 3.5000000000000004 21
decision_type=9 2 1 2 2 1 2 9 1 1 2 9 1 2 9 9 2 1 2 1 1 1 9 1 9 2 2 2 2 2 1 2 2 9 2 1 9 2 9
left_child=1 2 3 32 9 6 31 8 -7 11 -11 13 -13 -4 -12 -5 35 -8 20 -20 23 22 -22 24 -3 36 30 -25 -27 -26 -21 -6 38 -29 -24 -17 -23 -9 -1
right_child=-2 18 4 15 5 7 17 37 -10 10 14 12 -14 -15 -16 16 -18 -19 19 26 21 25 34 27 29 28 -28 33 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -3.6665647633054405e-05 -0.0098962754169892881 0.01531159564013472 0.0002925319706101238 -0.0019667163985789432 0.0059773652957788494 0 0 -0.01298925262076691 -0.01560304679946348 0 -0.0035865734638050729 0.0070754301892763027 0 0.018334527695932145 -0.019379061187627458 9.3617040002617804e-05 -0.011819627761047218 -0.0081348159637182321 0 -0.0031401550196497661 0.00049209343689981513 0.043452563789273667 -0.023521393465439844 0.010086163597823529 0.013009043184304157 -0.0023821428099530151 0.0038337427700218898 -0.0016653140409206924 -0.0023854220035267985 0.018486345322960101 0.011883774187201213 0.010702579614815591 -0.0089476551776192532 0 0 -0.0065269906548518697 0.016912104413103715 -0.0092951769231776338
leaf_weight=65.66127527577919 34166.911888840616 39.454556372817024 178.98833486614603 17.754296919971239 262.94068351005262 55.082031648256816 70.860647266323213 23.98296925304021 33.411199917376507 93.919652399839833 12.593173402012324 399.72799035607022 233.58188630795485 77.680218576613697 28.917769948486239 108.58187967762387 4.9233649579109615 227.00510891263548 20.394056739634834 4.7356615894241259 23.931071868923027 140.03205624113252 35.932088710054813 59.662060944945551 212.01756920893968 103.62824166191422 4.7527488281484684 35.769311684329296 8.5025551709695701 14.852776433457619 138.03050570882624 19.630672306288034 29.169882936548674 44.278570765512995 0.71140140568604593 15.524068457307292 150.5359817649005 44.163056744349888 20.564313704890083
leaf_count=26531 2418808 6379 20947 5573 24034 6894 6901 2539 2695 8649 1204 61374 33556 11616 2624 45130 765 21765 1409 393 4416 29977 5120 8717 26575 13953 454 4601 751 1484 11939 1574 3007 4943 76 1382 21150 4610 9623
internal_value=0 0.000683543 -0.000437891 -0.00581722 0.000309641 -0.00242117 -0.00494344 0.00461017 -0.000663199 0.00257279 -0.00389934 0.00397881 8.7022e-05 0.0111297 0.0138224 -0.0115747 -0.0139805 -0.00924564 0.00311087 0.0092632 0.00131955 0.00558651 0.0227923 -0.00297031 0.00309388 0.000495196 0.0139965 -0.0143152 0.00966896 0.00762181 0.0174073 0 0 -0.00148677 0.0364424 -0.0173022 -0.00266725 0.0115183 -0.00296749
internal_weight=0 3061.89 2024.66 262.179 1762.49 737.076 580.437 156.639 88.4932 1025.41 135.431 889.978 633.31 256.669 41.5109 146.784 129.029 297.866 1037.22 167.913 869.308 463.273 60.5746 406.035 266.325 402.699 147.519 139.71 112.131 226.87 142.766 282.571 115.395 80.0479 36.6435 124.106 290.568 68.146 86.2256
internal_count=2864138 445330 302993 92011 210982 71012 54274 16738 9589 139970 12477 127493 94930 32563 3828 52850 47277 28666 142337 14195 128142 75443 9612 52699 34438 65831 12786 18261 14704 28059 12332 25608 39161 9544 5196 46512 51127 7149 36154
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=29470788 43 2 8196 704 1 12648452 1 8392708 4100 2 528 326 12 106500 9 8396800 8 12352 1 106560 16875584
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=40
num_cat=19
split_feature=3 2 2 0 1 1 3 12 7 1 3 3 3 3 3 0 0 3 0 3 2 1 10 0 0 3 12 11 2 10 1 0 0 3 1 3 1 10 2
split_gain=0.154647 0.171455 0.146931 0.311679 0.886211 0.774875 2.19719 0.70649 1.51382 0.940008 1.80489 0.824537 0.75266 0.518511 0.306544 0.31553 0.232316 0.204487 0.150847 0.14144 1.03275 1.29125 1.21475 0.964036 0.820765 0.664196 1.0468 1.04291 1.01797 0.823778 0.440574 0.375663 0.27102 0.218763 0.188301 0.17267 1.48482 2.19125 0.769924
threshold=18.500000000000004 0 1 7.5000000000000009 2 3 4.5000000000000009 4 5 6 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 69.500000000000014 14.500000000000002 3.5000000000000004 102.50000000000001 10.500000000000002 7 8 9 1.5000000000000002 1.5000000000000002 9.5000000000000018 10 11 12 13 14 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 15 8.5000000000000018 16 17 18
decision_type=2 9 9 2 1 1 2 1 1 1 2 2 2 2 2 2 2 2 2 2 9 1 1 2 2 2 1 1 9 1 1 2 2 2 1 2 1 1 9
left_child=2 -2 3 5 14 6 -1 9 13 10 -7 -11 -10 -9 15 -5 -6 18 -18 25 21 22 23 -21 -23 35 27 28 -27 -28 -22 -24 -32 -26 -29 -4 37 -37 -38
right_child=1 -3 19 4 16 7 -8 8 12 11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 30 24 31 -25 33 26 29 34 -30 -31 32 -33 -34 -35 -36 36 38 -39 -40
leaf_value=-0.019873575989423388 -0.0082132026663526148 0 0 0.016838406295229782 0 -0.016205485661004871 0.0092483272869975913 0 0 0.0094324812964995362 0.0075191540961286529 0 -0.012845815002562995 0.014626131179328991 0 0 -0.011876361772510648 0 0 0.023251536367344637 0 -0.010930563092380455 -0.0058208583904869665 0 0 0.016308639204657204 -0.019711177836111815 -0.010043098947833805 -0.0019227516626926927 0 0 0.0066493539324956608 -0.015091085901488811 0.0084486877488018589 0 -0.011651090240399942 0 0.0096589828617953018 0.018639725659636463
leaf_weight=35.989408100449509 7.8315994378790492 4.5630702934140555 35946.737263277006 45.625184970209375 30.612669202440884 36.673368138202932 3.8430132709218006 4.7137111648917225 28.487052602460608 228.80168248853442 17.38987094006734 213.1427955045001 94.326346537331119 20.172859880374745 0.9537879922427227 1.8079279970843334 11.807610822783312 0.85603926208568815 0.3308606771752246 52.888743301155046 7.2489664235035889 35.383154698400176 33.360247568693012 33.352605525986291 6.4230767083936398 24.173380347987404 35.236921827774495 12.053427699953316 6.8559226505458382 18.402959358412772 12.707230590560355 6.4100682972930363 21.538895976293134 13.110152965789892 1.5740774139994744 81.794206823295099 6.4519337378442287 46.800678112078458 35.211504970007809
leaf_count=25933 909 574 2704156 4880 2584 7054 2610 338 2105 28994 4421 31176 7906 1511 79 164 1048 66 34 4088 806 2782 1155 2058 475 2338 2550 1008 1092 711 1904 320 2356 1010 136 6829 832 1961 3175
internal_value=0 -0.00597203 3.8565e-05 0.00136732 0.00617725 8.62009e-05 -0.008749 0.00155031 -0.00313473 0.00364444 -0.00450912 0.00548019 -0.00865327 0.00850449 0.0123584 0.0153676 -0.000463237 -0.00738294 -0.010205 5.80888e-07 0.00236538 0.00629402 0.0114166 0.0173948 -0.00215726 -7.61167e-06 -0.00719449 0 0.0107569 -0.0143022 -0.00605495 0 -0.0102572 0.00423786 -0.00878538 9.60362e-06 0.00293922 -0.00154636 0.0140737
internal_weight=0 12.3947 37213.2 775.534 91.9941 683.54 39.8324 643.708 147.7 496.008 54.0632 441.944 122.813 24.8866 48.3869 47.4331 43.6072 12.9945 12.1385 36437.7 222.423 180.928 126.012 86.2413 54.9164 36215.3 98.2967 44.6568 31.0293 53.6399 41.4951 39.7703 34.2461 19.5332 13.6275 36117 170.258 128.595 41.6634
internal_count=2864128 1483 2862645 120903 8855 112048 28543 83505 11860 71645 11475 60170 10011 1849 5123 5044 3732 1148 1082 2741742 16954 11888 7621 6146 4267 2724788 7835 4574 3430 3261 5066 1475 4260 1485 1144 2716953 12797 8790 4007
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=2360114 8433664 117 26 1 12 32 6555826 216 1 1 1 2100003 1 544 480 454 1 4195926
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=40
num_cat=24
split_feature=2 8 0 12 1 7 2 6 3 7 3 11 0 0 1 2 1 0 3 2 1 1 5 3 0 1 0 7 2 0 2 2 5 3 2 0 0 0 7
split_gain=0.24557 4.05827 2.23204 1.89942 1.80799 6.80305 3.24146 1.20242 0.983617 1.45827 1.34803 2.44781 5.20294 1.70557 1.70985 1.2824 1.25617 0.958475 0.892914 0.759439 1.25247 0.747844 0.699104 0.627315 0.463421 0.457862 1.86847 3.54329 6.693 2.5895 2.85707 2.08297 1.77155 1.9959 1.38456 1.19769 3.09231 2.66594 2.60256
threshold=0 1 2.5000000000000004 2 3 4 5 6 6.5000000000000009 7 2.5000000000000004 8 4.5000000000000009 11.500000000000002 9 10 11 25.500000000000004 6.5000000000000009 12 13 14 15 8.5000000000000018 17.500000000000004 16 3.5000000000000004 17 18 9.5000000000000018 19 20 21 3.5000000000000004 22 11.500000000000002 5.5000000000000009 16.500000000000004 23
decision_type=9 1 2 1 1 1 9 1 2 1 2 1 2 2 1 9 1 2 2 9 1 1 1 2 2 1 2 1 9 2 9 9 1 2 9 2 2 2 1
left_child=1 4 21 -4 5 6 17 18 10 19 13 12 -12 16 -15 -13 -6 -1 -7 20 -10 -3 -23 -20 -9 26 31 29 -29 34 -31 -2 33 -30 -28 36 -27 -37 -38
right_child=25 2 3 -5 8 7 -8 24 9 -11 11 15 -14 14 -16 -17 -18 -19 23 -21 -22 22 -24 -25 -26 35 27 28 32 30 -32 -33 -34 -35 -36 37 38 -39 -40
leaf_value=0.028133966106572941 0.0051683123373240988 0 -0.015078009679418384 0.012989963946460957 -0.0055776988059119742 -0.01316660345916796 0 -0.002937437145334195 -0.0030339032324720495 -0.018568160995959888 -0.0035847513360448796 0.010241988831347415 0.015477916176063439 0.0013198227102050233 -0.014517124689587969 0 0.00032255036734139749 0 0.010887893802741308 -0.0070065118432896742 0.014727323963941032 0.027770258959723931 0 -0.0058978659069968799 0.010009711856787274 5.7292350696578622e-05 -0.0024394625614382599 0.01295545276893636 -0.0057286523052263753 0.0035214805243381146 -0.014947005344836634 -0.00069090739153593935 0.0031639697317724196 -0.024608981445699892 0.0092467373414826283 0.0088311439827731784 0.00066585896343776584 -0.0013057993394254537 -0.0062825571408371573
leaf_weight=57.968561437533936 628.90996620646911 17.354662298224866 24.216883721761405 9.5191106544807536 375.05499362270348 517.0731700375909 107.66430553856844 65.842831463687617 22.717667160206474 32.108567477487668 863.34879455654664 396.40215614566114 139.5740594230374 56.871183687355369 141.8395091369166 110.49960211588768 2288.3807287557102 1.5581422753166396 11.400409041787499 36.935930330946576 34.698176424659323 71.974905932569527 2.8593411999754599 9.2493791338347346 7.9983769863029002 19715.886376624847 58.297968717990443 160.05647028144449 387.0246886999812 270.2575891862798 71.572825070703402 6276.6506902701676 63.011064960155636 70.859257943724515 1054.2622107034549 432.24388705925958 726.63494094877387 482.15149054129142 1451.2636813882127
leaf_count=11559 106303 977 1025 403 36303 143097 29534 16037 2288 3620 114859 32550 11578 5757 15511 9043 290175 298 2858 4929 3692 4875 240 2057 627 1350219 5400 12137 10829 9755 5742 432119 6001 2162 44544 18315 30430 23111 63159
internal_value=0 -0.000657801 0.0151128 -6.48123e-05 -0.00117519 -0.00552222 0.00996013 -0.0105669 -0.000311913 -0.00810526 0 0.00235645 -0.000268926 -0.00130559 -0.00967132 0.0078344 -0.000469301 0.0232955 -0.0123015 0 0.00626002 0.0217744 0.0238666 0 0 6.57786e-05 0.000672999 0.0032413 -0.00233709 0.00602483 -0.00073989 -8.75322e-05 -0.00815972 -0.0105989 0.00838342 -0.000162543 -0.000325089 0.00329669 -0.0038763
internal_weight=0 5403.11 125.925 33.736 5277.19 778.755 167.191 611.564 4498.43 126.46 4371.97 1509.82 1002.92 2862.15 198.711 506.902 2663.44 59.5267 537.723 94.3518 57.4158 92.1889 74.8342 20.6498 73.8412 31849.1 9040.9 2135.34 680.951 1454.39 341.83 6905.56 520.895 457.884 1112.56 22808.2 21893.8 914.395 2177.9
internal_count=2864118 743892 7520 1428 736372 206067 41391 164676 530305 14529 515776 168030 126437 347746 21268 41593 326478 11857 148012 10909 5980 6092 5115 4915 16664 2120226 634992 96570 31129 65441 15497 538422 18992 12991 49944 1485234 1443808 41426 93589
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=18631307 1 1 71 2 1835010 1 9 1 544 264202 512 139 144 512 2 581 9 10560528 8388960 8426560 2 14692352 6
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=40
num_cat=19
split_feature=1 2 7 3 2 2 7 1 3 3 0 0 1 3 7 0 0 6 7 3 5 1 1 3 1 3 1 0 0 0 1 0 3 1 2 0 3 3 3
split_gain=0.112602 0.65608 0.287823 0.353191 0.15336 0.146705 1.71318 1.60591 1.78569 1.22186 1.15648 1.33923 1.5059 1.3628 1.1297 1.09696 0.997656 0.983411 1.05996 1.32793 0.975805 2.12546 1.29879 0.799394 0.760924 0.652327 0.747381 0.565398 0.521577 0.489738 0.442401 0.399139 0.279725 2.84107 1.15203 0.968853 0.714514 1.09938 0.653912
threshold=0 1 2 3.5000000000000004 3 4 5 6 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 8.5000000000000018 7 1.0000000180025095e-35 8 6.5000000000000009 1.0000000180025095e-35 9 10 4.5000000000000009 11 12 13 3.5000000000000004 14 5.5000000000000009 15 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 16 18.500000000000004 7.5000000000000009 17 18 1.0000000180025095e-35 11.500000000000002 13.500000000000002 11.500000000000002
decision_type=1 9 1 2 9 9 1 1 2 2 2 2 1 2 1 2 2 1 1 2 1 1 1 2 1 2 1 2 2 2 1 2 2 1 9 2 2 2 2
left_child=1 2 3 -1 -4 6 9 17 29 10 20 12 -12 -13 28 30 -16 18 19 -8 22 -22 -2 24 -19 26 -17 -20 -10 -9 -11 -31 -7 35 -35 38 -36 -38 -34
right_child=5 -3 4 -5 -6 32 7 8 14 15 11 13 -14 -15 16 25 -18 23 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 33 34 36 -37 37 -39 -40
leaf_value=0.0092100334162503097 0.0026946880850503134 -0.012170821130276866 0 0 -0.0068148866573772117 2.4080420612414764e-05 0.0047175514508576077 -0.0022016346048585067 -0.0089306987743048624 -0.0038863539279434846 0 0.015766784770022607 -0.017015189894319587 -0.003326564281368679 0 0.022528348287180505 -0.020060742713627795 0 0 -0.0081364903556631323 0.019564380480155706 0 -0.0075456647518744287 0 0.01686183892875643 0 0 -0.010782214976393105 0.0027805431470512144 0.010579273852533669 0.0040639819740861437 0 0.01592238607988199 0.0038838571554964717 -0.01094333748265066 0 0.0081088706204484329 -0.0095185570567256402 0
leaf_weight=43.057074891283264 400.36206681055774 12.372813153884634 0.3556558656564448 4.1238431630190453 7.1689568152214624 33554.441529957781 336.46153393409622 19.019196344263037 24.81601653630787 8.8841755381072272 56.869520022766665 20.615861752274213 85.576885528920684 77.994723501004046 49.485195835688501 38.464112387737259 127.40062395446148 23.234589658211917 99.512236185953952 63.198011123371543 50.19225883409672 149.67822630540468 131.94848145102878 18.450116624357179 47.405129966413369 13.235717081523033 7.8411733027314758 109.90130942806718 79.137616297186469 53.448446428636089 807.45090344150958 2.0331990467384449 66.981354438976268 30.789334904096904 320.60697896502097 178.28016659041896 43.98659494399908 37.645784814201761 23.221012497248012
leaf_count=15955 47982 49234 399 1502 1995 2347903 43826 4363 5659 13053 4926 1816 9326 8584 10445 3040 15230 2129 16805 8390 10313 28237 27308 2153 4990 1168 809 10902 9575 6662 99969 167 5774 2780 20820 12306 3060 2814 1883
internal_value=0 -0.00318368 0 0.00520227 -0.00330401 4.03413e-05 0.000719815 -0.0022995 -0.00743822 0.00261109 0 -0.00545136 -0.0111132 0.00107921 -0.0112883 0.00527083 -0.0153204 0.000170856 -0.000975363 0.00152504 0.0021459 0.00759727 0 0.00881224 0.0130891 0.016983 0.0205898 -0.00639029 0 0.00256673 0.0034904 0.00790987 -9.25766e-06 -0.0019497 -0.00698862 0.00512052 -0.00877523 0 0.0122534
internal_weight=0 67.0783 54.7055 47.1809 7.52461 37158.6 2902.62 1053.5 355.34 1849.11 973.238 241.057 142.446 98.6106 280.839 875.876 176.886 698.163 609.073 399.66 732.181 199.87 532.311 89.0898 70.6397 59.541 46.3053 209.414 103.954 74.5008 816.335 55.4816 34256 701.511 433.029 268.483 402.239 81.6324 90.2024
internal_count=2864252 69085 19851 17457 2394 2795167 397827 141296 52101 256531 138492 24652 14252 10400 40909 118039 25675 89195 79923 52216 113840 38550 75290 9272 7119 5017 3849 27707 15234 11192 113022 6829 2397340 49437 29474 19963 26694 5874 7657
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=2 28049456 3 786432 25211268 1 744 768 12 1 2 2 580 465 64 960 12 604 2097665
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=39
num_cat=25
split_feature=1 2 3 3 0 10 0 2 5 2 3 2 1 2 0 7 0 1 1 1 3 1 3 5 2 2 1 2 2 11 2 1 1 0 3 2 0 0
split_gain=0.155032 0.427338 0.105989 0.121426 1.25225 1.14418 2.42326 2.75852 1.77958 2.61225 0.931229 0.805293 0.707212 0.309326 2.4417 2.17898 1.36408 3.00517 1.66403 1.24066 0.268474 0.265518 0.184073 1.64963 2.50903 1.83622 0.132719 1.5628 1.3906 0.11866 0.107095 0.125122 0.0638426 0.037019 0.0260035 0.0298992 0.029878 0.00506121
threshold=0 1 18.500000000000004 8.5000000000000018 5.5000000000000009 2 1.5000000000000002 3 4 5 10.500000000000002 6 7 8 6.5000000000000009 9 2.5000000000000004 10 11 12 13.500000000000002 13 6.5000000000000009 14 15 16 17 18 19 20 21 22 23 16.500000000000004 3.5000000000000004 24 10.500000000000002 1.0000000180025095e-35
decision_type=1 9 2 2 2 1 2 9 1 9 2 9 1 9 2 1 2 1 1 1 2 1 2 1 9 9 1 9 9 1 9 1 1 2 2 9 2 2
left_child=1 -1 3 13 5 8 10 -8 9 -5 -7 29 -10 14 16 32 17 -2 -18 -17 21 -13 26 24 -24 -25 28 -28 -15 33 -4 -32 -16 -6 35 36 -3 -36
right_child=2 34 30 4 11 6 7 -9 12 -11 -12 20 -14 22 15 19 18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 37 -37 -38 -39
leaf_value=-0.010881949710499857 0.0054010899327020896 0 0 0.010330918165878618 0.0069584883536148072 0.0073538597088465656 0.030626887605374489 -0.0036584453044587726 0 -0.010917468368176293 -0.0071552530662032489 0 0.014138597871484576 0.0017494238301858239 0 0 0.0014557062338217477 -0.010240058415189568 -0.016660808527335192 0.021596586693684593 0 -0.020412319926596301 0 0.017466192897175839 -0.013489187126025879 -0.00039287445470000674 -0.0017951137110031393 0.00068944204790790601 -0.00056212481704884319 0 0 -0.0091133265160120523 -0.0091442725514863654 0 0 0 0.0053627873360296016 -0.0012405050547479313
leaf_weight=10.493562801255392 233.09433737001382 47.262879692261777 3.8648402508115378 32.393778117781039 2.6939108627266255 62.627519730944186 33.599389999639243 10.661444597411899 48.344149098789785 171.08440850874467 54.047975396271795 6.8582270065671764 50.568427299149334 3153.4210863676672 1.2247982532717288 29.976755229174159 32.579133912371617 174.48601221665376 122.75933841724691 57.938704694119224 3.5416368645383036 16.12412856071024 464.19408789466252 45.779209729022114 154.65354984207806 92.117706669640029 2947.0389028750542 15483.231660300102 13655.708800936103 3.6496150158345699 0.87573669105768204 7.2179950360296043 13.726767458661923 0.27391426544636477 1.6263801805180254 2.774281698770209 2.2442641141242339 3.3457689401548123
leaf_count=45206 32986 14923 381 5007 267 2512 1706 820 5483 12317 2247 436 4861 313402 94 3247 9172 139035 17873 7405 244 1153 21085 6175 15994 8047 288269 1038522 853135 404 76 895 1661 28 1102 6478 468 1052
internal_value=0 -0.00378987 8.57971e-06 2.22802e-05 0.00153019 0.00361732 0.00968157 0.0238185 0 -0.00538214 0 -0.0107524 0.00925101 0 -0.00207266 0.0095173 -0.00510591 -0.000962891 -0.0124424 0.015485 -0.0151815 -0.0197802 4.12314e-05 -0.00145209 -0.00398977 0.00682759 8.3025e-05 0.000272887 -0.000107546 0.000665253 -0.00498856 -0.00663168 -0.00757448 0.00606543 0 0.00177532 0.00249755 -0.000141698
internal_weight=0 67.7471 37170.4 37158.4 496.469 463.327 160.936 44.2608 302.391 203.478 116.675 33.1414 98.9126 36661.9 665.786 102.867 562.919 407.58 155.338 87.9155 26.524 22.9824 35996.1 756.745 618.848 137.897 35239.4 18430.3 16809.1 6.61744 11.9586 8.09373 14.9516 2.96783 57.2536 52.2814 49.5071 4.97215
internal_count=2864168 69229 2794939 2793587 37485 34953 7285 2526 27668 17324 4759 2532 10344 2756102 211473 12407 199066 172021 27045 10652 1833 1589 2544629 51301 37079 14222 2493328 1326791 1166537 699 1352 971 1755 295 24023 21869 15391 2154
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=2 31562 1 3185 2 6345624 2359681 673 1634433 4 864 536 81 68 2 4194420 8389468 332 6620176 6358288 1 1089 256 256 2883632
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=40
num_cat=23
split_feature=3 2 3 2 1 10 0 3 12 0 3 11 12 2 0 2 3 2 1 7 7 10 0 10 1 2 2 3 3 1 0 3 1 1 1 0 1 3 0
split_gain=0.0949354 0.194701 0.0967164 1.3366 1.01829 1.12626 0.949148 0.782471 0.506304 0.471131 0.406608 1.41918 1.29152 1.25822 0.369475 0.479393 0.348625 1.67909 0.752398 0.42358 0.30806 0.302657 0.269094 0.233526 0.27931 0.211547 0.193163 0.341352 0.179754 0.169642 0.129039 1.87984 0.652453 0.126916 0.12291 0.0956807 0.123166 0.0907226 0.0887864
threshold=18.500000000000004 0 10.500000000000002 1 2 3 1.5000000000000002 15.500000000000002 4 2.5000000000000004 9.5000000000000018 5 6 7 1.5000000000000002 8 8.5000000000000018 9 10 11 12 13 6.5000000000000009 14 15 16 17 3.5000000000000004 11.500000000000002 18 4.5000000000000009 1.5000000000000002 19 20 21 1.0000000180025095e-35 22 15.500000000000002 3.5000000000000004
decision_type=2 9 2 9 1 1 2 2 1 2 2 1 1 9 2 9 2 9 1 1 1 1 2 1 1 9 9 2 2 1 2 2 1 1 1 2 1 2 2
left_child=2 -2 10 4 5 6 7 -4 34 -7 16 12 13 -12 15 20 26 23 -19 -20 -6 33 -11 24 -18 28 27 -1 -16 -15 32 -32 -28 -14 -5 37 -37 -10 -8
right_child=1 -3 3 8 14 9 38 -9 35 22 11 -13 21 29 25 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 30 -29 -30 -31 31 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0 -0.007796912840419697 0 0.024804685927269133 0 0 -0.0064207812591519399 -0.0019309077502017956 0 0.0072748148153772346 0.011559428477859561 -0.0022944385857430632 -0.016866621948961609 0 0 0 0 0 0 0.017086114433927529 0 -0.013878525689322064 0 0 0 -0.014275860231347547 0 -0.0034939408393009374 -0.010432136508886129 0.010397009269148584 0.021509521975515509 -0.0010753133420218059 0.0022164030758267061 -5.8922169635528642e-06 -0.011731131611435814 -0.014142661056501114 0 -0.0053057446877937814 0 0.0039901231643756285
leaf_weight=33.922636980438256 7.6200653578416677 4.2385864604293584 50.283939643442864 3.0593358410988003 5.4357590410218108 33.78350998274982 20.607755877426825 5.0129034886485888 4.4027245352044693 5.7181954453699282 8.0527444468461891 34.056510130059905 10.28740034252405 3.9999404217524006 5.6381591123063144 4.0744821545522418 1.3856330525595695 74.459008877616725 63.789592758112121 10.077309655491261 26.628051611041883 10.310860797762869 1.3204345838166771 9.3431386668235064 13.600785813236142 2.6620778609212747 510.11165828212324 21.201023375415389 12.35006804668228 20.627694068243727 3684.4161545289026 3145.9824423794926 29330.832313751827 12.997498491778972 21.57424329844071 2.9532846489455551 5.2915512835606915 0.69983363104984153 13.915232258033937
leaf_count=77372 885 549 3793 407 435 1211 1406 417 323 286 1230 2369 806 628 379 626 181 4831 4819 746 1819 387 71 579 1907 357 171771 27984 842 1699 205877 146365 2195062 921 3229 245 413 60 853
internal_value=0 -0.00475871 6.23994e-06 0.0019474 0.00631975 0.0107167 0.0163627 0.0220766 -0.00820605 0 0 -0.00558151 0.000550128 0.0125971 -0.000944419 -0.00738347 1.25249e-05 0.00415098 0.00903937 0.0144498 -0.0107961 -0.00686569 0.00749697 -0.00872273 -0.0134439 0.00191353 -2.14072e-06 -0.00450639 0.00629915 0.0185655 1.36141e-06 0.000400137 -8.01822e-05 -0.0106329 -0.0142453 0 -0.00106453 0.00510125 0
internal_weight=0 11.8587 37224.9 225.412 187.431 130.642 89.8198 55.2968 37.981 40.8221 36999.5 100.333 66.2761 32.6804 56.7886 36.1383 36899.1 172.655 148.326 73.8669 32.0638 33.5958 7.03863 24.3296 14.9864 20.6503 36726.5 55.1237 17.9882 24.6276 36671.3 6830.4 29840.9 23.2849 24.6336 13.3474 8.24484 5.10256 34.523
internal_count=2864140 1434 2862706 17172 12495 8037 6469 4210 4677 1568 2845534 8040 5671 3557 4458 2880 2837494 13063 10396 5565 2254 2114 357 2667 2088 1578 2824431 105356 1221 2327 2719075 352242 2366833 1727 3636 1041 658 383 2259
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=2392880 6589618 216 1 1 1 1 2376924 4196400 14682690 390 3 2 1 1 512 176 49153 39 10 160 32 312
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=40
num_cat=20
split_feature=1 2 7 3 2 2 7 0 1 0 0 0 3 1 0 3 0 3 11 1 0 0 3 1 0 3 3 0 5 1 7 3 0 6 4 2 2 2 2
split_gain=0.126631 0.412518 0.131891 0.267457 0.143167 0.129475 0.887895 2.26405 0.804459 1.74765 1.26974 2.42431 2.09753 0.935508 0.876634 0.769235 0.755343 0.506704 0.504957 0.660588 0.502241 1.09063 3.13175 0.91604 0.364316 0.324277 0.28039 0.240822 10.0057 4.51161 3.83397 3.37103 3.08758 3.05496 2.10755 2.16586 1.36355 0.729508 0.723702
threshold=0 1 2 3.5000000000000004 3 4 5 9.5000000000000018 6 6.5000000000000009 5.5000000000000009 3.5000000000000004 2.5000000000000004 7 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 5.5000000000000009 8 9 6.5000000000000009 4.5000000000000009 3.5000000000000004 10 57.500000000000007 17.500000000000004 2.5000000000000004 10.500000000000002 11 12 13 3.5000000000000004 74.500000000000014 14 15 16 17 18 19
decision_type=1 9 1 2 9 9 1 2 1 2 2 2 2 1 2 2 2 2 1 1 2 2 2 1 2 2 2 2 1 1 1 2 2 1 1 9 9 9 9
left_child=1 -1 3 -3 -4 6 8 20 9 25 11 14 15 -13 -10 -12 26 -14 19 -9 21 23 -23 -8 -21 -2 -11 -7 29 30 36 33 -32 37 35 -31 -29 -30 -33
right_child=5 2 4 -5 -6 27 7 18 10 16 12 13 17 -15 -16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27 -28 28 31 34 32 38 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.010464428508614721 -0.0094669959868250355 0.0070421899981156083 0 0 -0.0063633122784743758 2.2823500800090004e-05 0.0012375812611988592 0 0.002637022803056421 0.017325185373332126 0 0 0.0098768648348664598 0.015155085392153654 -0.0032269517335081783 -0.011641253406020784 0 0 0 0.026956560880528797 -0.013159725299647622 0.018299873017729944 -0.013093507056698005 -0.0061246137453341894 0 0 0 0.0037979847651520753 0 0.0087199066344429421 0.016505464830796911 0.011996795089038928 -0.0090196782575706225 0.0039223073752311126 -0.016642099534912028 -0.0026406904094052192 -0.016591464221658379 -0.026851643112304171 -0.0028207715947598439
leaf_weight=10.258156633133693 175.89781009754006 45.46507222693981 0.3352674392881454 4.3260985728993537 6.943349342167493 32205.088122948706 147.6263220730325 8.6919191086199117 1461.7796151330731 21.794295016268737 59.924210977478651 86.265946303727105 78.465551789326128 181.29615949145227 239.48571835260373 162.78750786813907 15.233776378212495 18.93933050049236 19.63979459903203 17.907212566875394 42.977098786795978 52.999297433561878 14.616187885345424 495.65544351999415 0.61148716148454596 0.21330344033776683 6.2656234357855274 8.9035487530054507 15.246478729182854 172.47513372980757 369.2271528490528 16.851775271759834 18.781706786714494 12.149248657806309 55.99663241422968 749.11191444809083 36.836309516715119 191.14008447874221 4.2072603073611416
leaf_count=44763 74733 19228 376 1841 2592 2256356 30672 796 188366 2791 4976 7790 6158 16416 23163 16017 1771 1625 1653 1857 3964 4885 1317 62534 55 109 602 622 2287 13007 15310 1365 1143 1134 2413 23848 1747 23452 461
internal_value=0 -0.00341254 0 0.00325098 -0.00279718 2.12864e-05 0.000618996 -0.00205772 0.00161008 -0.00329174 0.00225722 0.00329049 -0.00291386 0.0118055 0.00159666 -0.00854077 0.0084144 0.00657873 0.013587 0.0183369 -0.00392173 -0.00244809 0.00650198 -0.00408221 0.0210146 -0.00859058 0.0148147 -2.89445e-05 -0.00119983 0.00194136 0.0100482 -0.0189728 0.0136666 -0.0228229 -0.00163348 0 -0.00920333 -0.0259643 0.00504006
internal_weight=0 67.3279 57.0698 49.7912 7.27862 37165.1 3309.07 800.725 2508.35 219.405 2288.94 1968.83 320.117 267.562 1701.27 222.712 43.2937 97.4049 46.8504 27.2106 753.874 710.897 67.6155 643.282 18.5187 176.111 28.0599 33856 1650.93 1411.33 433.749 239.595 388.009 218.536 977.584 921.587 45.7399 206.387 21.059
internal_count=2864195 68800 24037 21069 2968 2795395 452250 107733 344517 80006 264511 235735 28776 24206 211529 20993 5164 7783 4361 2708 103372 99408 6202 93206 1912 74842 3393 2343145 86789 58090 18822 28699 16453 26873 39268 36855 2369 25739 1826
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=2 31562 3 786432 27373828 5 44 144 1 288 568 2 652 4 1 2 1576008 530 262208 2738
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=40
num_cat=24
split_feature=2 8 10 3 1 7 1 1 0 11 5 0 1 1 0 7 0 1 3 3 0 3 11 7 3 7 11 7 0 1 3 5 3 3 0 2 10 2 7
split_gain=0.141394 1.68978 1.62415 1.21285 2.03735 1.99508 4.77435 3.41502 4.52542 2.14829 1.85276 1.52819 2.06129 1.99523 1.13327 1.06771 1.04969 0.797574 0.843584 0.75273 0.726724 0.684408 0.671172 0.569226 0.542073 0.487664 0.35939 0.357072 0.352207 0.351379 0.34198 0.301708 6.26529 10.5965 11.1294 8.08991 8.10387 7.07198 3.98972
threshold=0 1 2 1.0000000180025095e-35 3 4 5 6 3.5000000000000004 7 8 7.5000000000000009 9 10 2.5000000000000004 11 5.5000000000000009 12 8.5000000000000018 4.5000000000000009 25.500000000000004 8.5000000000000018 13 14 1.5000000000000002 15 16 17 20.500000000000004 18 5.5000000000000009 19 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 20 21 22 23
decision_type=9 1 1 2 1 1 1 1 2 1 1 2 1 1 2 1 2 1 2 2 2 2 1 1 2 1 1 1 2 1 2 1 2 2 2 9 1 9 1
left_child=1 3 17 11 10 7 14 8 -6 -8 19 13 20 26 -7 22 23 -3 -19 25 -13 24 -14 -15 -4 -5 -1 -12 -17 -18 -9 32 37 35 -35 36 -34 -2 -39
right_child=31 2 21 4 5 6 9 30 -10 -11 27 12 15 16 -16 28 29 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 34 -36 -37 -38 38 -40
leaf_value=-0.020050889350684303 -0.0095176570311914718 0 0 0.014311364020109655 -0.0011090913627496795 -0.0042771567787862749 0.0071883649382137958 -0.018373223323070665 0.010680877398543207 -0.0056828249747782385 -0.0087588390488686444 0.02290889101813464 0.013706286606270299 0.0041364940346164227 -0.020048891113991201 -0.016218715658324313 0 0.030318950473082557 0 0 0 0.0083689318560443062 -0.0002167664218619035 -0.0025361598438838097 -0.013127277141220023 0 0 0 0 -0.014590735695032076 0 -3.4156358612239828e-05 -0.025175847898046194 -0.00054101282777497357 0.015025333099959612 0.00075076709189770977 0.0060971674989141423 0.026949853300903295 0
leaf_weight=90.005175782476726 72.934839359324542 4.3301696563139558 5.4598838472738889 190.32218525642747 964.6483066516812 165.97087028998067 263.88805487350328 67.484693876878737 432.98921969649382 186.72878976419452 35.278543830863782 34.391115156584419 12.842174599471036 98.308834454714088 163.7018305681413 30.212888942536665 2.1786655177420471 27.950700459798103 3.8635334745049468 44.974131128714362 1.5086706341826346 7.5653585391119114 14.685079165734351 592.83905840734587 25.904558563604951 55.736525921871362 14.122532098874215 15.518134328667655 8.2983321885694732 51.277114913420519 6.5571310471204916 29661.641684676466 366.0934680262435 2287.9263222303307 534.49655397491006 329.54399032113361 73.811254845932126 193.63393986732262 95.837738762904337
leaf_count=39390 9473 259 132 52472 92013 17047 36803 28801 34629 15266 17745 3364 1305 13715 13424 2992 577 2139 350 17529 154 266 913 90184 626 14844 1311 8063 815 4367 2469 1826488 54216 342822 45161 42721 2698 17915 8785
internal_value=0 -0.000588632 0.0116962 -0.00103039 0 -0.00102548 -0.00504793 0.000985917 0.00246375 0.00118411 0.00685895 -0.00402956 0.005162 -0.00561347 -0.0135842 -0.0032166 -0.00278543 0.0215143 0.0231815 0.010407 0.0174197 0 0.00410976 -0.00101625 -0.0082859 0.0123781 -0.0169799 -0.00522339 -0.0117003 -0.0138108 -0.0153591 6.58536e-05 0.000886113 -0.000340672 0.00242871 -0.0105843 -0.0188351 0.012906 0.0195442
internal_weight=0 3619.54 75.0742 3544.47 2593.8 2251.97 780.29 1471.68 1397.64 450.617 341.83 950.67 101.938 848.731 329.673 66.0385 744.604 36.1444 31.8142 291.033 35.8998 38.9298 27.5273 691.148 31.3644 246.059 104.128 50.7967 38.5112 53.4558 74.0418 33615.9 3954.28 3591.87 2822.42 769.449 439.905 362.407 289.472
internal_count=2864243 513964 3772 510192 351105 240452 82540 157912 126642 52069 110653 159087 9543 149544 30471 6025 108843 2748 2489 84845 3518 1024 2218 103899 758 67316 40701 25808 3807 4944 31270 2350279 523791 487618 387983 99635 56914 36173 26700
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=1592457 1 1 524 1 160 480 1 2 900 517 10 512 1 12 5 1 1 8 1 65634 1 23073042 9
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=40
num_cat=24
split_feature=1 2 7 3 2 0 2 3 2 0 0 1 7 0 2 1 1 0 0 0 1 2 2 3 0 0 2 2 5 2 3 7 2 1 3 0 2 1 2
split_gain=0.123212 0.435624 0.136116 0.274977 0.140028 0.0926379 2.81411 1.26748 1.39069 1.26132 1.51095 1.26415 1.49871 1.1148 2.0898 1.91071 1.53999 0.857605 0.818773 0.784222 4.85702 2.68948 2.12763 1.40961 0.76016 1.43961 0.736631 0.298568 0.298196 6.39756 7.23953 6.65364 3.68081 2.69663 2.31685 1.95244 1.56549 1.88126 4.67506
threshold=0 1 2 3.5000000000000004 3 16.500000000000004 4 1.0000000180025095e-35 5 72.500000000000014 17.500000000000004 6 7 35.500000000000007 8 9 10 34.500000000000007 46.500000000000007 15.500000000000002 11 12 13 4.5000000000000009 17.500000000000004 20.500000000000004 14 15 16 17 1.0000000180025095e-35 18 19 20 1.5000000000000002 3.5000000000000004 21 22 23
decision_type=1 9 1 2 9 2 9 2 9 2 2 1 1 2 9 1 1 2 2 2 1 9 9 2 2 2 9 9 1 9 2 1 9 1 2 2 9 1 9
left_child=1 -1 3 -3 -4 19 9 8 17 10 -7 -12 -13 14 15 -9 -16 -8 27 28 22 -22 -21 -23 -10 -26 -20 -15 36 33 31 -31 -32 34 -30 -35 -2 38 -38
right_child=5 2 4 -5 -6 6 7 13 24 -11 11 12 -14 18 16 -17 -18 -19 26 20 21 23 -24 -25 25 -27 -28 -29 29 30 32 -33 -34 35 -36 -37 37 -39 -40
leaf_value=-0.010635203144345998 -0.0029344206587993277 0.0071888814237194374 0 0 -0.0062583279183395617 -0.00064185028459894436 0.01891624555899192 0.0076731733201936304 0.0064452674022621439 -0.0022558545917828678 0 0 0.026661935461300242 0 0.0013442492963633009 -0.010517651853550129 -0.022061276069706176 0 0.002708893505025612 0.030238918560361528 0.0071492883114425906 -0.030756136924041666 -0.0016545949558558716 0 -0.016504144058141726 0 -0.0085482466344274071 0.012007881155785591 0.012742532437791585 0.024186531779348909 0.0084840056246612769 -0.0024810166474079662 -0.00039502904156441085 -0.018328120802686192 -0.0071873779650521753 -0.00018027856116423666 0.028436148737884387 2.5807467089055814e-05 -0.0088470035139398464
leaf_weight=10.354257828772459 1779.4681607902494 45.360848419095419 0.33985742044751532 4.3278994482388944 6.8915008893673066 17.054658762179315 33.309149136621272 79.154335212428123 21.609689831791911 16.896202102303505 26.195486514567165 9.9085031481808983 70.52144647546811 2.7203369083581492 9.9440530290885363 69.306441449967679 115.3419323717535 11.453842729213646 30.724561450304464 42.598384860670194 14.765956728835588 25.99585948174354 9.6864808887476084 2.5514487181790164 48.714874974451959 145.80294065337512 84.880343211814761 21.692625032650543 70.294490522588603 226.73458231038967 498.51734254709663 111.96194088980337 3156.4303852691046 254.11404446736196 103.28821556089679 119.30113544139022 37.983941398673778 29873.391565873193 21.430471422556366
leaf_count=45806 294612 18703 399 1833 2512 1671 1671 2169 572 1615 3237 1349 7514 425 795 1821 9260 770 3215 1350 1262 1041 1023 81 1315 4422 4585 1603 8368 23657 90260 11584 390996 54993 13638 16841 17132 1779062 41027
internal_value=0 -0.00336456 0 0.00336775 -0.00269847 2.23112e-05 -0.000995736 -0.00406241 0.000346838 0.0097554 0.0141032 0.0182805 0.022002 -0.00744564 -0.0108487 0 -0.0185128 0.0121032 0 5.41992e-05 0.00794923 -0.00980715 0.0229233 -0.0220082 -0.00244023 -0.00560156 -0.00395538 0.0104216 1.85563e-05 0.000780259 0.00225118 0.0156616 0.000815779 -0.00888279 9.37015e-05 -0.0133865 -8.16894e-05 8.16099e-05 0.0138218
internal_weight=0 67.2744 56.9201 49.6887 7.23136 37163.7 815.231 674.655 260.89 140.576 123.68 106.625 80.4299 413.765 273.747 148.461 125.286 44.763 140.018 36348.5 95.5981 43.3133 52.2849 28.5473 216.128 194.518 115.605 24.413 36252.9 4540.64 3993.64 338.697 3654.95 546.998 173.583 373.415 31712.3 29932.8 59.4144
internal_count=2864189 69253 23447 20536 2911 2794936 48009 32623 8750 15386 13771 12100 8863 23873 14045 3990 10055 2441 9828 2746927 4757 2384 2373 1122 6309 5737 7800 2028 2742170 610337 516497 35241 481256 93840 22006 71834 2131833 1837221 58159
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=2 31566 3 786432 1061826 8390672 577 2 2162720 448 520 312 3478 2416 8391680 9175052 2 23658651 9 1365248 772 1107204 1 8650792
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=40
num_cat=23
split_feature=1 2 3 10 2 11 7 2 6 13 2 0 0 5 11 0 7 0 3 3 3 0 2 12 13 10 0 1 3 7 3 2 0 0 7 0 2 1 3
split_gain=0.145018 2.35198 3.04423 1.90365 3.1366 3.35243 3.1949 4.51687 2.57622 4.41527 2.84298 5.08579 6.07394 5.87434 3.23812 2.55222 2.0228 3.95196 2.62026 2.5011 1.93051 1.88504 1.67586 2.90699 2.9665 1.92574 3.46457 4.18768 3.50406 3.93889 3.61648 3.25169 5.79994 3.73389 2.48897 6.21289 2.98313 3.68109 2.81127
threshold=0 1 1.5000000000000002 2 3 4 5 6 7 8 9 1.5000000000000002 1.0000000180025095e-35 10 11 3.5000000000000004 12 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 14.500000000000002 13 14 15 16 1.5000000000000002 17 1.5000000000000002 18 8.5000000000000018 19 2.5000000000000004 8.5000000000000018 20 5.5000000000000009 21 22 4.5000000000000009
decision_type=1 9 2 1 9 1 1 9 1 1 9 2 2 1 1 2 1 2 2 2 2 2 9 1 1 1 2 1 2 1 2 9 2 2 1 2 9 1 2
left_child=1 2 -1 4 16 6 7 -6 10 -10 14 12 -12 -13 -5 -8 17 19 21 -3 -20 -18 23 24 -2 34 -27 28 29 -28 -30 32 -29 -33 35 38 37 -37 -24
right_child=22 3 -4 8 5 -7 15 -9 9 -11 11 13 -14 -15 -16 -17 18 -19 20 -21 -22 -23 25 -25 -26 26 27 31 30 -31 -32 33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.025395117639443611 -0.02153526330190228 0.010122888979970324 -0.00051831826286599127 0.0088431808635944659 0.013108225037118974 0.0025367726672367082 -0.010228485600600435 -0.011979684015036528 0.020961028842023735 -0.0046186475981475411 -0.0020463106510300874 -0.0053144232469498646 0.0093222720905101544 0.013930676388388666 -0.0026121349195654371 0 -0.0041921987794445118 -0.0073571751981885217 0.0061154809942779971 0 -0.00065230603714459487 0.0085745914052314364 0.0024558362755311004 0.0066782606639690795 0.006730726046318157 0.0013925148838963978 0.01103788318671043 0.018943852828631615 -0.0042566110764865987 -0.0033563686822255393 0.023206478521320146 -0.007752033602226681 -0.0041334130360314771 0.0045295699886189677 0.00016419881371656356 0.01624141567397901 0.02319979017741566 -0.0040362503981979953 -0.0070812509295274193
leaf_weight=54.086112619952473 120.91812163245777 610.96321435692516 51.006826616387116 712.92998018441722 150.83385593236017 450.99263360998884 1238.7694805974934 68.781471601920202 133.91995870880783 72.224133125506341 938.22355315648019 2120.5011517172679 836.48167283926159 135.32073608646169 301.18855271209031 321.24606917338679 2126.3491920365814 221.57964967083535 597.61556201495114 373.58591288633761 1079.6418503683526 80.327115119725931 3270.3397530964248 43.266338019515388 14.748615994816644 3362.0826034313068 502.90145381819457 121.08081116853282 925.3322629884351 232.49788738088682 18.34860339993611 2278.7157937248703 330.69871164020151 225.54741306370124 12354.460891531784 108.4468619878171 175.5901355111273 161.27960180857917 299.53637598633213
leaf_count=13665 19525 52228 18250 31830 21300 47031 241508 20447 2396 1221 27213 32607 20891 4555 10663 46285 205000 14747 63206 37406 95673 5287 297790 3437 1310 112716 8718 5250 18962 3861 1036 44210 9394 3058 1258756 4829 19705 7716 30439
internal_value=0 -0.0002369 0.0123603 -0.000404865 -0.00146179 -0.00455306 -0.00655297 0.00346022 0.00101106 0.0112804 0.000468092 -0.000670516 0.00321177 -0.00386104 0.00512727 -0.00816041 -2.08285e-05 0.00342873 -0.00119255 0.00633144 0.00164846 -0.00348456 0.00017635 -0.00849382 -0.0159892 0.000266125 -0.000985606 -0.00277274 0.0010665 0.00624234 -0.00271596 -0.0050295 0.00217808 -0.00646149 0.000896783 0.00305085 0.0138859 0.00419264 0.00151993
internal_weight=0 12676.6 105.093 12571.5 7320.69 2230.62 1779.63 219.615 5250.79 206.144 5044.65 4030.53 1774.71 2255.82 1014.12 1560.02 5090.06 1206.13 3883.93 984.549 1677.26 2206.68 24545.8 178.933 135.667 24366.9 7997.21 4635.12 1679.08 735.399 943.681 2956.04 451.78 2504.26 16369.7 4015.19 445.317 269.726 3569.88
internal_count=2864121 1013409 31915 981494 850118 376571 329540 41747 131376 3617 127759 85266 48104 37162 42493 287793 473547 104381 369166 89634 158879 210287 1850712 24272 20835 1826440 207205 94489 32577 12579 19998 61912 14644 47268 1619235 360479 32250 12545 328229
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=278 4796416 1 18877544 1 12 1311378 1 1 9700241 2 1 2 4788225 1 1 1 104 5 2097300 2 8399016 640
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=40
num_cat=29
split_feature=0 7 2 10 5 1 13 10 3 1 2 2 2 1 0 3 2 1 1 3 1 2 5 2 2 3 0 7 0 2 7 2 1 3 0 5 2 1 5
split_gain=0.143512 1.94451 3.0139 3.22353 3.22487 4.05455 1.82931 1.50143 3.04865 6.86997 6.55803 5.46505 5.35035 5.24506 4.77658 4.7527 3.19848 2.98691 2.98202 2.83022 2.66986 4.17462 5.39353 3.80329 3.77797 4.49357 2.28567 2.17533 4.51992 1.86386 1.71859 1.47883 1.45512 2.08011 1.4249 1.34252 1.1499 3.47468 3.27589
threshold=2.5000000000000004 0 1 2 3 4 5 6 1.5000000000000002 7 8 9 10 11 14.500000000000002 3.5000000000000004 12 13 14 1.0000000180025095e-35 15 16 17 18 19 1.0000000180025095e-35 10.500000000000002 20 9.5000000000000018 21 22 23 24 5.5000000000000009 9.5000000000000018 25 26 27 28
decision_type=2 1 9 1 1 1 1 1 2 1 9 9 9 1 2 2 9 1 1 2 1 9 1 9 9 2 2 1 2 9 1 9 1 2 2 1 9 1 1
left_child=36 2 6 4 5 -4 -2 8 9 12 18 32 17 16 -12 -15 -13 -3 -11 -14 24 22 26 -24 25 -9 -22 29 -29 -26 -27 -7 -10 -34 -5 -23 37 38 -1
right_child=1 7 3 34 -6 31 -8 20 11 10 14 13 19 15 -16 -17 -18 -19 -20 -21 21 35 23 -25 27 30 -28 28 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.0072890465927251003 0.019453953626317501 -3.9162907129102088e-05 0.0057385863887334321 -0.0032645808356878258 0.0092899608469988251 0 -8.0675537901205124e-06 -0.0059090236436232582 0.0028262847236813944 0.016459122428585476 -0.014194206239851646 0.00189032279104918 0.0015297455557363613 0.014969810562881596 0.0026219231296216211 -0.0013761067951707671 -0.0067400307539792126 0.0081737208850667376 -0.0050143588565364113 -0.0085092581023631913 -0.0039224202375879903 -0.0076230300192942765 -0.005029876648833493 0.026884936470941947 -0.0069237306919317232 0.019490642548598263 0.0083584903399957586 -0.00082304764828484392 -0.020814580017424974 0.002842061056239473 0 -0.023515233483607845 0.020433249891174728 0 0.012943024070600466 -0.026636509169680956 -0.00034899329229342809 -0.0027994117516644355 -0.0029891032557943938
leaf_weight=1216.5299528688338 39.664907139638672 568.76104081002995 36.578592950711027 128.33676175121218 18.343447153660236 25.131247898476431 68.08262195053976 86.23031726013869 197.7706215550279 120.57739915589627 721.19170191399462 1156.5705824465258 492.85304379892477 442.90601700538537 170.647433922044 227.50853301151074 610.69570456989459 1276.5079718311317 59.522561070705706 502.67532637539261 1398.5579348593019 393.34426621254534 25.310078720096499 72.26462197676301 167.23699226183817 225.65662296721712 128.25077453488484 808.23773320531473 110.17793246963993 1763.9454255737364 58.588542728684843 244.50909408318694 288.94870201963204 46.817352938174736 45.768619125708938 48.602004336658865 21996.330117451544 888.51936410580493 346.58517647233384
leaf_count=143546 3680 29347 2884 2013 2083 2274 4114 2536 28276 13513 75252 64739 60159 35713 12195 17170 64449 64717 8766 56774 20218 12932 883 1924 5129 7622 1346 13534 1515 25437 2324 12235 36601 6240 504 2337 1778368 167584 73211
internal_value=0 0.000303163 -0.00499438 -0.00850786 -0.0142336 -0.0172381 0.00713695 0.000606942 0.00159034 -0.000174619 -0.00691815 0.00399306 0.00232716 0.00173596 -0.010556 0.00904395 -0.00100915 0.00553604 0.00837765 -0.00331506 -0.000617822 -0.00342387 -0.000775627 0.018732 0.00111261 0.0100926 -0.00255694 -7.46071e-05 -0.0040772 0.00172083 0.0163235 -0.0211059 0.0128726 0.0170609 0.000802389 -0.0116628 -0.000107422 0.00191082 0.00477842
internal_weight=0 12776.8 606.415 498.668 324.562 306.219 107.748 12170.4 6883.95 3912.74 1071.94 2971.22 2840.8 2437.68 891.839 670.415 1767.27 1845.27 180.1 995.528 5286.4 2066.33 1624.38 97.5747 3220.07 370.475 1526.81 2849.6 918.416 1931.18 284.245 269.64 533.537 335.766 174.105 441.946 24448 2451.63 1563.12
internal_count=2864144 701435 29787 21993 19476 17393 7794 671648 573911 320723 109726 253188 210997 182071 87447 52883 129188 94064 22279 116933 97737 39640 24371 2807 58097 12482 21564 45615 15049 30566 9946 14509 71117 42841 2517 15269 2162709 384341 216757
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
cat_threshold=8 1051268 1 2 525 1 1 961 2365976 2384142 26752048 449 4197409 64 40 376 594997 2 1044 14942665 1 526342 5 533512 276 2 9011394 752 2
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=37
num_cat=20
split_feature=1 2 3 3 3 2 1 10 0 1 3 11 12 2 0 10 3 2 7 1 0 2 2 3 2 7 0 2 1 0 3 3 0 3 11 0
split_gain=0.201119 0.436547 0.453192 0.127019 0.130943 1.00395 0.754768 0.968874 0.913646 0.479203 0.432544 1.35567 1.20266 0.977151 0.427056 0.293051 0.25473 1.36324 0.566947 0.395169 0.249141 0.371564 0.229786 0.199176 0.158859 4.03594 0.20336 0.0961332 0.129417 0.0803688 0.0972477 0.0692795 0.0570884 0.0499931 0.0105559 0.00222182
threshold=0 1 1.0000000180025095e-35 18.500000000000004 10.500000000000002 2 3 4 1.5000000000000002 5 9.5000000000000018 6 7 8 2.5000000000000004 9 8.5000000000000018 10 11 12 1.5000000000000002 13 14 11.500000000000002 15 16 96.500000000000014 17 18 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 17.500000000000004 19 102.50000000000001
decision_type=1 9 2 2 2 9 1 1 2 1 2 1 1 9 2 1 2 9 1 1 2 9 9 2 9 1 2 9 1 2 2 2 2 2 1 2
left_child=1 29 -3 4 10 6 7 8 -6 23 16 12 13 -12 -9 -14 24 19 -19 -18 21 -8 -22 -7 25 -2 -26 -5 -29 -1 -31 34 -25 -11 35 -32
right_child=3 2 -4 27 5 9 20 14 -10 33 11 -13 15 -15 -16 -17 17 18 -20 -21 22 -23 -24 32 26 -27 -28 28 -30 30 31 -33 -34 -35 -36 -37
leaf_value=0 0.0093662573023139718 0 -0.014010310367233282 0 0.020389829406473346 -0.0011262012933303299 0 -0.0062242835845146881 0 -0.014190105537278863 -0.0011321780881951085 -0.016717714220561449 -0.010550886523290934 0.016913101454568983 0.006962936978751365 0 0 0.011537499284059465 0 -0.011547717498234585 0.0065212995139868023 -0.0091694642983523953 0 0.0080602569674059123 3.9484229069332489e-05 -0.0063335204525628592 -0.0042402203207845364 0 -0.0093185771853383347 0 0.0090705024822963411 0 0 0 0 0
leaf_weight=4.2951214214081102 185.95264040783513 29.534421042721078 30.213848939358286 3.9955773356195987 56.461182548126089 4.3491338522871947 3.2784580077277496 33.662188821472228 34.887331332545727 22.134853704075798 7.4899395946704317 33.965588775346987 23.242118149064481 25.526878494827542 7.2129425914026788 10.355071118567137 3.7073504640138708 100.99844640426454 46.089570932614151 22.999986773473214 17.860019307612674 31.888112027721945 2.8425191243586623 8.774277258489743 35888.399957062094 511.84264723825618 80.642969653592445 0.85821889154613018 7.3263786442985275 1.7293936727292019 2.0884929563908377 0.40801545730209898 0.36033474327996451 0.87115898772026312 0.056451691198163512 0.011726620607077964
leaf_count=9766 40100 18351 34949 378 4247 462 372 1210 2279 2894 1174 2371 1729 2300 357 387 546 6709 3408 2248 1209 2356 350 871 2570922 140573 4721 75 888 2533 2667 543 38 109 35 1
internal_value=0 -0.00431835 -0.00810762 0 3.14404e-06 0.00226763 0.00599685 0.00967663 0.0148637 -0.00641315 -4.33725e-06 -0.00575436 0.000185856 0.0119729 0 -0.00686413 7.89378e-06 0.00353671 0.00814093 -0.00752998 0 -0.00597777 0.00179174 0 -3.53481e-06 -0.00146216 1.80249e-05 -0.00548677 -0.00680472 0.000841389 0.00496972 0.0074748 0.00705563 -0.0115541 0.00883889 0.0090306
internal_weight=0 68.3375 59.7483 37178 37165.8 224.583 188.093 132.224 91.3485 36.4898 36941.2 100.58 66.614 33.0168 40.8751 33.5972 36840.6 173.795 147.088 26.7073 55.8691 35.1666 20.7025 13.4837 36666.8 697.795 35969 12.1802 8.1846 8.5892 4.29408 2.56469 9.13461 23.006 2.15667 2.10022
internal_count=2864128 68845 53300 2795283 2793942 16754 12380 8093 6526 4374 2777188 7961 5590 3474 1567 2116 2769227 12911 10117 2794 4287 2728 1559 1371 2756316 180673 2575643 1341 963 15545 5779 3246 909 3003 2703 2668
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=2 11272208 6589618 216 1 800 1 1 2375900 1 14944834 1 536 296066 176 1851393 10 1089 256 1
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=40
num_cat=26
split_feature=1 2 3 3 2 1 6 3 7 2 2 0 2 10 7 10 1 0 1 1 1 0 5 2 1 2 0 3 3 5 2 3 1 2 2 0 0 7 3
split_gain=0.145883 0.394893 0.345288 0.103145 0.0941125 0.106344 0.0918292 1.5565 5.29122 3.55661 2.63231 2.5819 2.53822 3.30546 2.5896 3.36391 2.09296 1.9403 1.3883 0.896767 0.888943 0.726755 5.00576 4.66873 4.13399 4.51434 3.52505 2.80279 0.798241 0.532533 6.10763 6.52396 1.70392 5.97572 1.14353 0.735065 0.219587 0.0867907 0.0706423
threshold=0 1 1.0000000180025095e-35 18.500000000000004 2 3 4 1.0000000180025095e-35 5 6 7 60.500000000000007 8 9 10 11 12 22.500000000000004 13 14 15 11.500000000000002 16 17 18 19 36.500000000000007 1.5000000000000002 3.5000000000000004 20 21 1.0000000180025095e-35 22 23 24 4.5000000000000009 128.00000000000003 25 3.5000000000000004
decision_type=1 9 2 2 9 1 1 2 1 9 9 2 9 1 1 1 1 2 1 1 1 2 1 9 1 9 2 2 2 1 9 2 1 9 9 2 2 1 2
left_child=1 37 -3 6 -5 -6 21 8 10 20 36 -11 13 16 15 -14 -9 -16 -12 -15 -10 29 24 27 26 -26 -23 -24 -25 32 35 -32 33 -2 -34 -31 -8 38 -1
right_child=3 2 -4 4 5 -7 7 12 9 11 18 -13 14 19 17 -17 -18 -19 -20 -21 -22 22 23 28 25 -27 -28 -29 -30 30 31 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.0073083212581894919 0.027621615435580744 0 -0.01258434681172306 0 0 -0.0086618566735946773 -0.016077037339318999 0 0.017126149822515199 -0.017674466706900264 0.0092568166830450781 0.0089149203377134421 -0.013736417622185984 0.0024344055812025832 0.0050180271322581294 0.0040551315864433279 0.023753391921962755 -0.011488753309783009 0 -0.012887336030572752 -0.00027975178492777849 0.012558225391351119 -0.0069695586092811072 -0.025555037418122945 0.010584141504261887 -0.0088966250410738319 -0.01217660570226606 0.021511701370894434 0 -0.012590459274805954 0.015147373930309805 0.00096685599374931772 -0.0023920436499164357 -0.013077750041878581 3.7328628175850738e-05 0 0 0 0
leaf_weight=5.4106367249369214 48.770978257682145 29.704307620522741 30.381864732562462 3.9584989246213791 0.97552082259790041 6.9895806800341234 39.564324011676945 38.543609441199806 17.051283277251059 314.8052240232937 343.8567710288371 7.0690101990476242 209.69032249666634 20.623350189533085 878.01530526193528 136.00848157983273 119.19820616715515 39.435266421176493 194.3771911378717 22.183371549472213 9.0203132863389346 335.16002510901308 44.964611240953673 146.79956174289691 108.40104883932509 462.24034222538467 31.680824240320362 25.743083456181921 13.870709714945404 303.72101834181376 336.03802302844633 3561.1678449889441 2030.6782872160784 20.969814297861376 27239.592788257141 56.064688355327235 0.3142818808555593 1.5924496957595691 0.5242876558768329
leaf_count=9308 16956 19564 36417 384 126 839 6004 5573 2426 24263 16595 134 14935 711 49328 2395 19089 1795 8190 898 1397 15063 5130 20116 9676 16761 2281 2761 1223 43884 35247 486951 300201 43194 1635088 5503 25 2745 973
internal_value=0 -0.00366872 -0.00741241 1.67205e-05 -0.0049026 -0.0063741 3.03252e-05 0.000627322 -0.00236814 -0.0116007 0.00313268 -0.0150986 0.00273285 0.012233 0.000644148 -0.00601324 0.0191562 0.00361243 0.00568383 -0.00485939 0.0100399 -2.59529e-06 -0.00242989 -0.0147306 0.000658568 -0.0042538 0.00868816 0.00340228 -0.0225589 7.50229e-05 0.00112036 0.00236631 -6.74223e-05 0.0123441 -0.000124013 -0.0105398 -0.0131479 0.000990493 0.0044922
internal_weight=0 67.6135 60.0862 37167.5 11.9236 7.9651 37155.6 2389.76 926.058 347.946 578.113 321.874 1463.7 200.549 1263.15 345.699 157.742 917.451 538.234 42.8067 26.0716 34765.9 1168.86 231.378 937.482 570.641 366.841 70.7077 160.67 33597 4256.99 3897.21 29340 69.7408 29270.3 359.786 39.8786 7.52737 5.93492
internal_count=2864149 69007 55981 2795142 1349 965 2793793 153758 59034 28220 30814 24397 94724 26271 68453 17330 24662 51123 24785 1609 3823 2640035 73011 29230 43781 26437 17344 7891 21339 2567024 571585 522198 1995439 60150 1935289 49387 6029 13026 10281
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=2 2883600 1089 264 1 12 263236 10540556 8935172 1 8 1 33 109 304 188 2 11864724 152 3673282 2 23662736 1 8683560 1328389 5
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=40
num_cat=26
split_feature=3 2 8 10 2 3 5 1 3 0 7 12 1 2 2 1 2 2 12 2 6 3 0 0 2 3 11 0 8 12 1 3 3 1 2 3 3 1 2
split_gain=0.106526 0.0941592 2.04968 5.00734 1.84183 1.64711 1.97898 2.06941 1.11134 1.08836 1.26916 1.00175 4.87412 3.41766 3.10128 2.90338 4.83516 2.44656 0.978675 0.976826 0.846236 0.769091 0.50889 0.445454 0.31878 0.281059 0.278309 1.23006 3.04153 2.92958 2.34556 4.54846 3.9526 1.24258 3.24695 1.91315 1.06655 3.44537 3.68256
threshold=18.500000000000004 0 1 2 3 1.0000000180025095e-35 4 5 8.5000000000000018 9.5000000000000018 6 7 8 9 10 11 12 13 14 15 16 7.5000000000000009 3.5000000000000004 3.5000000000000004 17 14.500000000000002 18 7.5000000000000009 19 20 21 1.0000000180025095e-35 2.5000000000000004 22 23 1.0000000180025095e-35 2.5000000000000004 24 25
decision_type=2 9 1 1 9 2 1 1 2 2 1 1 1 9 9 1 9 9 1 9 1 2 2 2 9 2 1 2 1 1 1 2 2 1 9 2 2 1 9
left_child=1 2 5 8 22 6 9 24 20 19 -11 15 14 -14 -13 17 -17 -7 -9 -1 23 -6 25 -4 -8 -5 27 33 30 -30 31 -29 -32 34 35 -3 37 38 -28
right_child=-2 26 3 4 21 11 7 18 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 36 28 29 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0019112326032787877 -0.0050553716150118465 0.00021785926834038045 0.033461531040502077 0.013898118054202283 -0.02174121651871366 -0.0046296538537575656 0 0.021859221092762605 0 0.015979611952287157 -0.00068996185523302741 0.01241530625667403 -0.0096785942459281221 0.012151922960491703 -0.0056155412202400631 0.0012850618950625541 -0.0088593437627342685 0.003990317841639216 0 -0.0074517366345311824 0 0 0 0 -0.0090392118918683328 0 -0.0041359785207597055 0.0092205722947666623 0.026309497997485477 -0.0032193324804732021 -0.011246659338602314 -0.0056758570797944049 0.0047645014021885463 -0.00017226917850800475 -0.0064803856421370353 0.0060833637568897458 -0.00073282070017739915 0.00047611942278213677 0.013977086632348127
leaf_weight=921.94336377217041 11.992144932097288 1166.3368425784465 50.29979500148329 24.252201880328364 32.25246980600059 354.29659462079871 13.800362679612588 54.199508270887236 4.3721806812100104 15.786022261745529 103.67014194326475 67.097212997730821 39.261585875763558 508.2596042486839 582.31195859180298 920.6493774782175 825.93671715147502 1520.0147743982379 14.78138216678053 781.28209550395331 3.7726593683473757 3.3202481498010448 4.2762095313519231 9.0313083275686932 22.450085057527758 1.0020742742344726 107.13959829806117 302.52805981084384 39.042257286142558 25.039266530424356 626.22884329422959 504.32256813161075 152.99492497107713 19116.030241641573 327.52299076478994 1276.6243685596637 2929.7550864251534 3408.3472006779921 373.06385068281088
leaf_count=143154 1428 119202 3922 611 1103 40967 1607 10651 421 1614 9146 7428 4068 37418 45273 118764 219457 150476 1290 124606 249 170 75 517 2379 43 7034 10482 545 426 35773 29454 6329 1249533 89297 119143 129090 129717 11331
internal_value=0 -8.60924e-07 -0.000341348 0.0106543 -0.00527776 -0.000648448 -0.0031086 0.00798476 0.0259971 -0.00402992 0.00329402 0.000287274 0.00279583 0.00952352 -0.00270518 -0.000475948 -0.00343512 0.0021415 0.0159291 -0.0047648 0.0287568 -0.0157969 0.00563615 0.0309291 -0.00467108 0.0117808 6.677e-05 -8.52155e-05 -0.00269967 0.0142353 -0.00382108 0 -0.00757852 0.000101641 0.00207353 0.00342708 0.0006334 0.00173704 0.00935185
internal_weight=0 37233.3 6878.32 132.579 65.1032 6745.74 1927.91 105.231 67.4759 1822.68 119.456 4817.83 1196.93 547.521 649.409 3620.9 1746.59 1874.31 68.9809 1703.23 63.1038 35.5727 29.5305 59.3311 36.2504 25.2543 30355 23536.7 1650.16 64.0815 1586.07 806.851 779.224 21886.5 2770.48 2442.96 6818.31 3888.55 480.203
internal_count=2864193 2862765 925409 7111 2002 918298 294447 15927 5109 278520 10760 623851 94187 41486 52701 529664 338221 191443 11941 267760 4688 1273 729 4439 3986 654 1937356 1660184 83009 971 82038 39936 42102 1577175 327642 238345 277172 148082 18365
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
cat_threshold=20205125 1 1 2561 2 608 2 1 704 1048580 1048580 704 3409924 262149 1 19136580 1 576 1 1 1 710 37 8429610 540 65810
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=40
num_cat=18
split_feature=2 7 1 3 11 2 2 2 3 1 2 3 0 13 2 3 2 0 0 1 3 3 2 0 0 1 0 3 2 0 0 3 3 3 0 1 0 0 2
split_gain=0.133071 2.16327 3.92388 5.00357 3.84665 3.14504 2.14587 1.85075 2.54931 1.80496 2.95415 2.77042 1.84596 1.59519 2.57252 2.09588 2.25069 1.88698 1.55915 1.31291 2.19655 1.27467 1.26351 1.23758 1.05859 1.05688 0.97514 0.96626 1.10332 0.936874 0.916641 0.902652 0.731701 0.688983 0.624795 0.586633 0.508132 0.686187 0.433609
threshold=0 1 2 1.0000000180025095e-35 3 4 5 6 2.5000000000000004 7 8 1.5000000000000002 1.0000000180025095e-35 9 10 5.5000000000000009 11 1.0000000180025095e-35 1.0000000180025095e-35 12 1.5000000000000002 1.5000000000000002 13 14.500000000000002 1.0000000180025095e-35 14 23.500000000000004 5.5000000000000009 15 65.500000000000014 10.500000000000002 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 16 1.0000000180025095e-35 4.5000000000000009 17
decision_type=9 1 1 2 1 9 9 9 2 1 9 2 2 1 9 2 9 2 2 1 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 2 2 9
left_child=1 9 3 6 5 19 18 8 30 10 11 23 -13 15 31 16 17 -11 -3 20 -4 25 -14 24 -1 -7 27 28 -5 38 -6 33 -21 -15 -18 -23 -17 -38 -9
right_child=-2 2 4 26 7 21 -8 29 -10 13 -12 12 22 14 -16 36 34 -19 -20 32 -22 35 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0 -5.8492334986589515e-05 0 0.020083830026741644 0 0.026363079239521692 0.00015513572271195336 -0.003066157346034827 0 -0.0063953105366832703 -0.015554080237158438 -0.0076344099247452092 0.0090211785408583055 0.0024312286902774694 0 -0.00073663983840567982 0.02301954645582455 0.0080216529542665206 0 0.026267282860018362 -0.009601334394170831 0.0028910975764645753 0.0093840338372713009 -0.012927560849806086 -0.0012124932465628808 0.019628655413178278 -0.019162945871864526 0 0 -0.01783560083329095 0.0013907476367595441 0 0 0.0058920872858395246 0.019615511670405584 0.0013326457278343797 -0.0029516818223152361 -0.0014505446978785909 0.012726720436656179 -0.014926437684530849
leaf_weight=36.602655177186534 33509.731301853826 13.84502737513685 185.49959609063808 20.606087764186668 18.919684278895151 9.8903088436345552 64.249192667775787 43.769805460236967 34.930911461822689 95.085599798254407 365.70354957912059 45.852292482362827 28.059827102508279 34.131344655528665 104.960155729088 30.86810257488105 239.82074051953532 252.64421908309305 35.483028643124271 33.985749404819217 205.71009562711697 19.36768160916472 115.16319008481514 10.389645567920523 117.55675843343124 38.837467115576146 7.2244729824597007 30.14738964974822 341.93510805361439 4.4405928724445394 2.5461112852208307 13.375808942131696 12.421266856523287 187.67005001357757 655.45639821811346 35.00940946994524 48.743184836755972 12.409274928329976 171.44187177688582
leaf_count=7245 2375396 2928 17912 4805 2199 3106 7851 3323 3912 24320 59822 8362 3374 3077 8509 4008 40454 33335 4954 10395 23488 7710 11390 1444 12507 5243 968 3295 39296 325 243 1262 4593 15923 77744 6408 5194 1301 16632
internal_value=0 0.00056831 -0.00251167 -0.00911313 0.00152011 0.00661935 0.00635509 -0.00710807 0.00430786 0.00241578 -0.00142689 0.00435398 -0.00253856 0.00423555 0.0103597 0.0022931 0.000788276 -0.00535011 0.0171513 0.0103537 0.0123131 -0.00606069 -0.00889266 0.0132099 0.0158501 -0.0152807 -0.0145529 -0.0154427 -0.0167752 -0.0111329 0.0219664 0.015413 -0.000745296 0.0174714 0.00361163 0.000423153 0.0149702 0.00137693 -0.0132073
internal_weight=0 3724.75 1330.26 513.49 816.771 540.722 113.577 276.049 56.3967 2394.49 719.328 353.624 189.075 1675.16 340.137 1335.03 1243.01 347.73 49.3281 437.617 391.21 103.105 143.223 164.549 154.159 48.7278 399.913 392.689 362.541 219.652 21.4658 235.177 46.407 221.801 895.277 54.3771 92.0206 61.1525 215.212
internal_count=2864253 488857 169586 64097 105489 78855 15733 26634 6354 319271 104144 44322 23126 215127 28771 186356 175853 57655 7882 56388 41400 22467 14764 21196 19752 8349 48364 47396 44101 20280 2442 20262 14988 19000 118198 14118 10503 6495 19955
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=13218950 1 291 1 12583942 8322 602116 594 8979584 1 533506 533632 704 128 20 536576 76 8388608
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=40
num_cat=23
split_feature=2 3 1 2 11 3 0 1 0 1 3 2 0 7 6 11 2 3 3 7 2 6 2 7 7 12 3 12 0 0 0 0 2 0 6 3 3 10 1
split_gain=0.117159 0.694619 2.46976 1.45686 1.18651 1.12252 0.698688 0.735426 0.68207 0.668366 2.59797 2.58239 2.50127 2.27825 1.45077 1.4479 3.01337 1.87069 1.98617 1.7221 1.23319 1.02194 0.832141 0.802907 0.789529 0.704129 0.700703 1.13288 2.17805 1.23403 0.788682 1.58757 0.677956 0.54218 0.487072 0.346767 0.426233 0.997938 0.638224
threshold=0 5.5000000000000009 1 2 3 9.5000000000000018 2.5000000000000004 4 18.500000000000004 5 1.0000000180025095e-35 6 2.5000000000000004 7 8 9 10 2.5000000000000004 3.5000000000000004 11 12 13 14 15 16 17 1.0000000180025095e-35 18 1.5000000000000002 1.5000000000000002 1.5000000000000002 10.500000000000002 19 7.5000000000000009 20 9.5000000000000018 10.500000000000002 21 22
decision_type=9 2 1 9 1 2 2 1 2 1 2 9 2 1 1 1 9 2 2 1 9 1 9 1 1 1 2 1 2 2 2 2 9 2 1 2 2 1 1
left_child=1 9 4 6 34 8 7 -4 -5 22 11 12 23 14 -13 16 19 20 -19 -12 -17 -18 25 -11 -14 33 30 29 -29 -28 32 -32 -24 -1 -3 -2 37 -37 -39
right_child=35 2 3 5 -6 -7 -8 -9 -10 10 15 13 24 -15 -16 17 21 18 -20 -21 -22 -23 26 -25 -26 -27 27 28 -30 -31 31 -33 -34 -35 -36 36 -38 38 -40
leaf_value=-0.015720851115090782 -2.7172099845500621e-05 0.022316841528906946 0.018529345164707275 -0.016078196579483228 0 0.0026747013393667897 0 0 0 0 -0.0049809303040177751 0.017207361960827044 0.01271094365340108 -0.0047484848947814823 -0.0021157691418408828 0.0021585661527420328 -0.0086785263147313545 0.016517379239167157 0 0.014819074613799355 -0.011270177288399456 0.0029562523938485973 0.0080167689362884743 -0.013974736053847343 -0.0011663964749519778 0 -0.002131246390554317 0.017205901896018103 0 0.0046770341839438385 -0.0093337851512509742 0.0097900357018023184 -0.0009595173409621357 0 0 -0.014010083922139004 0 0.010315590146433039 -0.0039319113988701693
leaf_weight=40.898229380516568 33252.41664287843 71.696610975835938 15.595821558439638 86.945083811413497 35.564409358194098 8.8780948142230027 11.128247949760405 5.5013245167647264 0.78858528786804427 15.100213217185226 21.970932151845773 220.79389688641095 50.567734158947133 35.189963488955982 7.7157179420173625 59.034384524362395 812.72392279975611 89.92072655443917 127.32558444622555 71.974080296742613 102.46716386487242 28.057083889929345 85.658130166528281 104.42587733989058 11.400531999039229 13.97063545626588 435.98137936613057 126.02171741379425 157.05211417214014 507.24331105946476 181.2629557652981 14.39192452887073 107.71703280603106 3.2959498699055976 1.9065768696309522 60.917458979747607 225.71189263801352 11.300729795824735 19.719104109331969
leaf_count=5948 2355913 8266 1680 9538 3338 1058 992 1551 87 2717 4190 38511 4591 5491 1672 6337 121434 8285 11899 14754 9103 5498 13298 16688 1046 1175 70441 12730 13183 53959 17838 1361 14825 335 296 5646 17037 475 958
internal_value=0 0.000522048 0.00544678 -0.00244442 0.014564 -0.00919538 0.0075249 0.0151538 -0.0141012 5.11593e-05 -0.00120496 0.00490956 -0.00291507 0.0107958 0.0146576 -0.00357306 -0.00569207 0.000956517 0.00721075 0.00784411 -0.00570156 -0.00776807 0.00154331 -0.0116162 0.00860349 -0.00680341 0.00218223 0.00340998 0.00882975 0.00125314 -0.000886928 -0.00548308 0.00253222 -0.0127707 0.0210205 -6.91359e-05 -0.00321965 -0.00803179 0
internal_weight=0 3670.17 238.005 128.837 109.168 96.6118 32.2254 21.0971 87.7337 3432.16 1758.67 445.194 181.494 263.7 228.51 1313.47 934.726 378.748 217.246 93.945 161.502 840.781 1673.49 119.526 61.9683 58.1648 1615.33 1226.3 283.074 943.225 389.03 195.655 193.375 44.1942 73.6032 33570.1 317.649 91.9373 31.0198
internal_count=2864144 484115 26806 14906 11900 10683 4223 3231 9625 457309 252216 70716 25042 45674 40183 181500 145876 35624 20184 18944 15440 126932 205093 19405 5637 7458 197635 150313 25913 124400 47322 19199 28123 6283 8562 2380029 24116 7079 1433
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=29471366 305 12804 1 192 680 16781952 3 1 1 4198528 2 12656644 1 4263936 12 3 1 1 16777346 1 1 600
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=40
num_cat=24
split_feature=0 13 2 1 3 2 2 1 3 2 0 7 1 3 2 12 0 0 0 10 1 0 7 2 0 3 5 2 3 7 2 3 12 2 0 2 2 3 1
split_gain=0.0913156 1.53311 7.91515 4.85457 5.874 4.55076 3.7603 4.39625 3.902 5.37556 3.61416 4.24342 4.08994 3.33418 4.64992 3.1405 3.71622 2.52986 3.20451 3.65311 2.50703 4.05706 3.78746 3.45273 6.16853 2.81262 2.59384 3.14713 2.30342 2.04324 2.59182 5.2645 2.24147 1.75498 1.7421 1.65829 1.442 1.35818 1.26083
threshold=2.5000000000000004 0 1 2 2.5000000000000004 3 4 5 1.0000000180025095e-35 6 6.5000000000000009 7 8 1.5000000000000002 9 10 6.5000000000000009 10.500000000000002 3.5000000000000004 11 12 5.5000000000000009 13 14 4.5000000000000009 2.5000000000000004 15 16 2.5000000000000004 17 18 2.5000000000000004 19 20 4.5000000000000009 21 22 3.5000000000000004 23
decision_type=2 1 9 1 2 9 9 1 2 9 2 1 1 2 9 1 2 2 2 1 1 2 1 9 2 2 1 9 2 1 9 2 1 9 2 9 9 2 1
left_child=-1 6 3 29 15 -6 20 17 9 -9 -4 -12 -13 34 -15 16 -5 18 37 -20 21 26 -22 -24 -25 -23 27 -2 -28 30 31 -3 -32 -31 -10 -17 -19 -8 -35
right_child=1 2 10 4 5 -7 7 8 13 -11 11 12 -14 14 -16 35 -18 36 19 -21 22 25 23 24 -26 -27 28 -29 -30 33 32 -33 -34 38 -36 -37 -38 -39 -40
leaf_value=-9.7743216970827646e-05 0.013426744399249369 -0.024471190876446378 0.0011710461356642091 0.0023698069536445439 0.00075027278141791319 -0.034246627889498005 -0.0062880308935646008 0.0082672196496399904 -0.0021192056228756906 -0.01778254139535319 -0.0041020797193487765 0 0.029982373239307514 -0.012043177060292632 0.0040075183477702135 0.013344419363364815 -0.020296183922264715 0 0.011183006466271933 -0.0010925644163312044 -0.0035037456505085636 -0.011533704766935273 0.0032582317917206373 0 0.019690843363847722 0.0014946281146024836 0.021864776376613784 -0.00098941536769455276 0 -0.0012244363971587119 0 0.0096457204787373605 0.012753153325249657 -0.0032905702313454203 -0.021207049930835754 -0.006723238495106725 -0.01440008336170885 0.004341538322057574 -0.016010700255004943
leaf_weight=24445.252555923395 129.85112992906943 66.79923892323859 471.31320679222699 87.343651401111856 34.5932424927596 120.432438907912 357.63814632355934 303.61740510883101 110.7789142318943 60.323296105008922 53.114149109926075 70.23933147219941 142.46511192317121 310.50398932864482 306.67815196135416 88.64016542583704 123.53667527099606 89.830066811700817 591.24477672671492 322.01602334575728 557.48611074942164 425.19741310132667 3047.4623549049866 275.71152995725424 368.38125857982959 192.43692006566562 88.28375951340422 1223.3983848309144 62.967533850576729 1108.9685209128074 339.12866463651881 46.279870548751205 222.68574131047353 342.81805440643802 259.73469872922578 12.180864735972134 100.54994874272961 115.85036769708677 155.07991021836642
leaf_count=2162732 12181 3997 23270 4686 2561 4727 36431 28978 12993 10299 2987 3217 7483 26346 35493 2452 6682 10822 72206 9906 22279 16625 98492 29560 37641 5659 7340 38716 4715 20194 9491 2830 5137 19306 36603 808 7568 10805 9928
internal_value=0 0.000230547 -0.001518 -0.00405538 -0.0130457 -0.0277708 0.00092083 -0.00197413 -0.00612075 0.00192099 0.0072982 0.0161741 0.0216322 -0.00940814 -0.00391213 -0.00343084 -0.0105369 0.00145759 0.00314701 0.0066395 0.00230099 -0.000380415 0.00370119 0.00489554 0.0115603 -0.00713003 0.00227771 0.00052812 0.0135978 -0.00189414 0.00236701 -0.00870804 0.00552525 -0.00388003 -0.0168353 0.00814704 -0.00817406 -0.00298769 -0.00870622
internal_weight=0 12785.6 3485.62 2748.49 466.727 155.026 9299.94 2928.77 1351.64 363.941 737.132 265.819 212.704 987.696 617.182 311.701 210.88 1577.13 1386.75 913.261 6371.18 2122.14 4249.04 3691.56 644.093 617.634 1504.5 1353.25 151.251 2281.76 674.894 113.079 561.814 1606.87 370.514 100.821 190.38 473.489 497.898
internal_count=2864146 701414 129756 92799 21916 7288 571658 298450 150712 39277 36957 13687 10700 111435 61839 14628 11368 147738 129348 82112 273208 85236 187972 165693 67201 22284 62952 50897 12055 70883 21455 6827 14628 49428 49596 3260 18390 47236 29234
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=1 3410670 960 2562 24394284 836 8454608 8 640 524433 1 1 768 4 4198432 2 4461064 6 264328 1 40 2099872 82242 384
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=40
num_cat=24
split_feature=3 1 2 3 2 5 0 7 0 0 0 0 3 12 0 0 10 7 0 7 2 2 0 3 4 2 2 2 2 4 6 0 7 6 2 2 2 0 2
split_gain=0.111615 0.124672 1.43975 2.44168 1.38128 1.95735 5.97633 1.76135 1.57877 2.53329 1.48111 1.2563 1.12986 1.09688 0.87191 0.822138 3.12007 3.66972 3.87783 3.07792 6.10516 5.08387 2.60491 2.4353 3.76804 3.71099 3.55219 3.3756 2.3605 0.949578 0.600105 0.59612 5.88009 4.75738 3.23531 2.36872 1.65487 1.41805 6.03986
threshold=18.500000000000004 0 1 2.5000000000000004 2 3 7.5000000000000009 4 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5 15.500000000000002 1.5000000000000002 6 7 8.5000000000000018 8 9 10 2.5000000000000004 2.5000000000000004 11 12 13 14 15 16 17 8.5000000000000018 18 19 20 21 22 6.5000000000000009 23
decision_type=2 1 9 2 9 1 2 1 2 2 2 2 2 1 2 2 1 1 2 1 9 9 2 2 1 9 9 9 9 1 1 2 1 1 9 9 9 2 9
left_child=1 2 3 11 5 6 7 -3 9 13 -9 -1 -5 -7 30 23 19 18 -18 20 -17 -21 -19 24 27 -26 29 -6 -28 -25 -13 37 34 35 -33 -34 -35 -4 -39
right_child=-2 4 31 12 15 8 -8 10 -10 -11 -12 14 -14 -15 -16 16 17 22 -20 21 -22 -23 -24 26 25 -27 28 -29 -30 -31 -32 32 33 36 -36 -37 -38 38 -40
leaf_value=0 -0.0051502817096529948 -0.0016886617840720345 -0.0004533368507617263 -0.0078033911668648828 0.0058747363073012602 -0.015759012340354709 0.017849827632599079 0 -0.024407694663700748 0.013793028590425197 -0.022243211167073382 0.01226152958641874 0.0033402330511412542 0.00036066190725631583 -0.00032031456778706783 0.010880239943719996 -0.0019639536295862391 -0.014640793657041891 0.0088411037573615063 -0.0018780523027398855 -0.0028520578149763848 0.0065253746166506893 -0.0034387164702470913 0.016109982414543735 0.0015394915973646404 -0.0058030095902595136 -0.0044999871713124568 -0.012362761001437204 0.00305671019137031 0.0030207913515399964 0 -0.024380631264487432 0.001353165500581006 0.021453238904537361 0.0018882602851086974 -0.010227629057360304 0 0.019208734226565563 -0.0012880395132539024
leaf_weight=134.44573865595885 12.035007137623323 586.12962064741805 14735.385447503264 176.40651472628815 85.478932290403463 74.212381132063456 107.5420715912478 20.08527097055412 47.562001643120311 26.87220327466639 70.624007053953392 378.5081848405971 94.545133729523513 13.742874916875733 15.993514106783548 770.86542580148671 2213.21747779008 328.48504846007563 357.67627233313397 3352.292012224716 473.12659468236961 873.01916605554288 823.68546957243234 239.95920305061736 5462.5007374988345 738.37635549664083 432.71805721106648 385.11183559857636 2446.05519492846 174.21288745292259 16.309667736582924 130.86675483221188 448.33003198215738 91.851342341920827 38.097806179401232 215.52927085013653 30.093724479549564 153.94980501315877 460.66627808715566
leaf_count=29117 1429 117783 1054616 22565 22388 23701 9842 7266 6159 3566 10261 43288 10984 1331 2251 38861 45408 8065 4726 241091 57075 104703 15483 23864 426787 120889 44565 65018 173993 45908 2370 5202 17423 2461 4268 18669 1741 10911 18119
internal_value=0 5.57186e-06 -0.000183998 0.00378048 0.000181953 -0.00343754 -0.000806606 -0.00482711 -0.0126575 -0.00167142 -0.0157194 0.00770358 -0.00297277 -0.0112459 0.010293 0.000383253 -0.000272852 -0.00252119 -0.000259715 0.00120849 0.00549765 -2.65185e-05 -0.00711651 0.00101793 -3.9435e-05 0.000586455 0.00323142 -0.00842684 0.00177195 0.0115946 0.0114213 -0.000409579 -0.00282445 0.000771294 -0.0177943 -0.00238185 0.017043 -0.000234918 0.00431366
internal_weight=0 37224.5 17121 816.209 20103.6 946.77 784.381 676.839 162.389 114.827 90.7093 545.257 270.952 87.9553 410.811 19156.8 9192.37 3723.06 2570.89 5469.3 1243.99 4225.31 1152.17 9964.41 6671.47 6200.88 3292.95 470.591 2878.77 414.172 394.818 16304.8 954.769 785.804 168.965 663.859 121.945 15350 614.616
internal_count=2864147 2862718 1243985 110575 1618733 179909 145152 135310 34757 28598 17527 77026 33549 25032 47909 1438824 515412 73682 50134 441730 95936 345794 23548 923412 635082 547676 288330 87406 218558 69772 45658 1133410 49764 40294 9470 36092 4202 1083646 29030
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=326 6894592 7951360 2 3 1 1 9 2 262188 247 1 25166066 8432320 8391182 20 2 1 2 1 2492 1048940 1051426 1067154
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=27
num_cat=12
split_feature=3 2 1 0 0 10 7 3 1 0 2 0 3 12 0 2 0 0 3 7 2 0 3 2 3 2
split_gain=0.075108 0.114262 0.133714 0.0749058 0.255799 1.00968 0.95583 0.988015 0.601464 0.331548 0.309158 0.278695 0.409753 0.270292 0.266247 1.04446 0.25057 0.228695 0.163865 0.141292 0.125357 0.102997 0.0820004 0.0729175 0.0660461 0.0564368
threshold=18.500000000000004 0 1 145.50000000000003 84.500000000000014 2 3 3.5000000000000004 4 74.500000000000014 5 68.500000000000014 1.0000000180025095e-35 6 45.500000000000007 7 135.50000000000003 87.500000000000014 3.5000000000000004 8 9 133.50000000000003 6.5000000000000009 10 1.0000000180025095e-35 11
decision_type=2 9 1 2 2 1 1 2 1 2 9 2 2 1 2 9 2 2 2 1 9 2 2 9 2 9
left_child=3 -2 -3 4 9 6 7 8 -6 11 21 14 -13 24 20 -16 17 -7 -12 -5 -1 -8 -14 -21 -11 -9
right_child=1 2 -4 19 5 16 10 25 -10 13 18 12 22 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27
leaf_value=-0.0026344992820400053 0 0 -0.0088978912482727598 0 0 0 0.0056724595153009542 0 0.021499725876192838 0 -0.011740710195826369 0 0.01402567394225903 0 0.0041122591628086303 -0.012244214285636351 0 -0.011854807738110297 0 0 3.4372749882195783e-05 0 0 -0.0084555027192802588 -0.013111257485087202 -0.0034843255652640716
leaf_weight=135.32851191337977 3.7179171693860535 0.81025487696751952 7.1125863191991812 3.4379959753714502 7.5715795268770307 0.89530410151928919 4.9437764526810497 1.3927088519558311 44.65008968859911 3.7871056710137063 9.3111992045305687 4.4147557567339382 9.1848375201225245 4.6671401737257847 13.668227514543103 41.3267847301031 2.1990218730643383 13.236039308831094 2.2998598315753034 2.2125751418061554 36896.502978468554 1.3867898345924912 0.2780846864916392 7.8464974721427989 8.8291027392842789 6.4862698391079894
leaf_count=118268 386 74 954 245 687 19 406 129 2278 173 640 186 579 236 2082 2727 60 350 179 200 2731459 115 27 556 676 514
internal_value=0 -0.00424662 -0.00628592 1.93977e-06 1.48165e-05 0.00454234 0.0102627 0.0144539 0.0200684 0 -0.00065657 1.03031e-05 0.00797534 -0.00836875 0 -0.00558956 -0.00526358 -0.00926628 -0.00768454 -0.00412749 1.36989e-05 0.00126405 0.0132119 -0.00655958 -0.0118798 0
internal_weight=0 11.6408 7.92284 37225.9 37212.4 94.3726 78.0423 60.1006 52.2217 37118 17.9416 37100.7 13.8777 17.2833 37086.8 54.995 16.3304 14.1313 11.6111 13.4971 37031.8 6.33057 9.46292 10.0591 12.6162 7.87898
internal_count=2864205 1414 1028 2862791 2861790 5377 4948 3608 2965 2856413 1340 2855328 792 1085 2854536 4809 429 369 819 1001 2849727 521 606 756 849 643
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1089 256 1 9 648 1106 1 9447106 6 1064961 3072 262164
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=40
num_cat=25
split_feature=2 3 7 10 1 1 2 0 2 10 1 1 3 3 2 7 0 0 2 0 5 2 2 0 2 0 3 0 2 0 6 1 3 5 7 7 1 2 0
split_gain=0.140605 1.79036 2.29829 6.59566 6.24441 5.98351 2.64494 2.48187 2.18462 1.41804 3.13211 2.34493 3.40397 2.11138 1.69255 1.79578 1.58358 2.93245 1.6581 1.64786 1.48113 1.43646 1.40268 1.39809 1.261 1.22315 1.18807 1.20985 1.1798 1.09853 1.12417 1.02495 0.993881 4.06083 8.84124 3.6534 4.27466 4.59575 3.05539
threshold=0 1.0000000180025095e-35 1 2 3 4 5 5.5000000000000009 6 7 8 9 5.5000000000000009 1.5000000000000002 10 11 1.5000000000000002 2.5000000000000004 12 1.0000000180025095e-35 13 14 15 2.5000000000000004 16 3.5000000000000004 2.5000000000000004 5.5000000000000009 17 10.500000000000002 18 19 1.0000000180025095e-35 20 21 22 23 24 8.5000000000000018
decision_type=9 2 1 1 1 1 9 2 9 1 1 1 2 2 9 1 2 2 9 2 1 9 9 2 9 2 2 2 9 2 1 1 2 1 1 1 1 9 2
left_child=1 2 3 4 24 23 -5 28 25 11 13 29 14 -11 15 -13 18 21 19 -12 -19 -18 -9 -4 -1 -7 -15 -28 -6 -3 -31 -16 33 35 -35 36 37 -2 -38
right_child=32 9 5 6 7 8 -8 22 -10 10 16 12 -14 26 31 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33 -34 34 -36 -37 38 -39 -40
leaf_value=0 0.013519957177166822 0.0031803530531808416 0.014569064843515753 0.010404196492941616 0.0025710703895072832 -0.01318118852417054 -0.013709740828262798 0.018538529639727439 0 0.005229674829410929 0.0021121161577755451 -0.003576688872838948 0.0079539638611968982 -0.017630606498418754 0.0022761985156092633 -0.011796115850883684 -0.0010127720202777147 0.0042361476267905691 0.0090633551939879008 -0.0078719247461792492 -0.0080508878410475385 0.017390645357299256 -0.0036878672779274528 0.00063513958300108302 0.019178125893341027 0 0 -0.015405297830469131 -0.013818960549521975 -0.01244977630139524 0.0044128435219352368 -0.0033323904431901414 0.00030344905331760279 0.018925157970863402 -0.013601698253971065 0.00074168818790728761 -0.0022047671029897073 -0.009743068164500053 0.0086562116984528203
leaf_weight=22.137619795510545 47.899649285638588 1097.6323789509643 251.99468674079253 15.851127067115158 14.556266414656418 258.441812787245 144.48958555934951 25.404407494701445 660.19092275101139 91.559092055074871 268.91167055699043 1298.6435336709474 217.13480783786508 100.48054928565398 502.68868153891526 421.29527772880829 19.234077582135797 678.14078482612967 116.70560135389678 275.294393225573 72.147695668507367 219.13186868140474 5.6418119647132725 165.01022238600126 419.63108404343075 96.30639530159533 227.18398021534085 32.970569876022637 113.64081600842474 68.94392047477595 12.89830372907454 688.49679726147951 18918.012863702374 235.34347669176532 77.621595214863191 4300.4956569644291 3617.9851277633497 1195.2443124121019 241.05118121096166
leaf_count=2783 16175 180141 45485 1053 3220 40217 4888 2064 80473 3749 15683 166214 27042 4079 55248 53253 1428 19510 8788 12337 3573 10191 620 14028 48268 8847 10868 821 26160 10822 1127 132578 1180542 23348 7662 232508 257628 143509 7267
internal_value=0 0.000353301 0.0028188 0.00711801 0.012127 0.000178666 -0.00865931 -0.00320567 -0.00376256 -0.000452446 0.00159437 -0.00152437 -0.00298463 -0.00522851 -0.00398547 -0.00598282 0.00371234 0.00620808 0 -0.00251952 0.00240605 0.0154508 0.0121904 0.00991731 0.0178321 -0.00967148 -0.00898321 -0.0031318 -0.0106379 0.00208593 -0.00663905 -0.000724804 -0.000106831 -0.000935084 0.00965423 -0.00134893 -0.00315885 -0.0082194 -0.00138411
internal_weight=0 8602.79 2193.3 761.353 601.012 1431.94 160.341 159.243 1014.94 6409.49 2101.76 4307.73 3128.26 452.194 2911.12 1719.94 1649.57 988.654 660.912 544.206 750.288 238.366 31.0462 417.005 441.769 354.748 360.635 260.155 128.197 1179.47 81.8422 1191.19 28633.7 9715.64 312.965 9402.68 5102.18 1243.14 3859.04
internal_count=2864197 995558 278106 89056 83115 189050 5941 32064 129537 717452 91027 626425 434335 19517 407293 219467 71510 34702 36808 28020 23083 11619 2684 59513 51051 49064 15768 11689 29380 192090 11949 187826 1868639 688097 31010 657087 424579 159684 264895
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=13218006 6 1 456 564 130 8388 1 548 586 589970 5 13172754 2 8392708 82 69760 561284 1 128 2 5 1 60 17039624
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=40
num_cat=24
split_feature=0 7 5 1 2 10 12 12 0 2 2 0 1 1 7 0 10 5 2 3 1 3 2 7 1 3 0 0 0 2 3 3 2 3 0 1 0 7 2
split_gain=0.0969758 1.54458 2.84134 3.0713 2.80929 4.8266 2.51032 1.19236 1.54297 1.41834 1.17251 2.9758 3.05709 2.76739 1.53302 2.48928 1.31373 5.15835 8.21995 6.19567 3.23038 2.95917 3.05759 2.9155 2.40016 1.97133 1.74254 1.14766 2.22378 1.24828 1.13639 1.10008 1.04352 1.03377 0.943162 1.37174 0.851192 0.845546 2.90042
threshold=2.5000000000000004 0 1 2 3 4 5 6 8.5000000000000018 7 8 4.5000000000000009 9 10 11 10.500000000000002 12 13 14 5.5000000000000009 15 8.5000000000000018 16 17 18 1.5000000000000002 8.5000000000000018 5.5000000000000009 13.500000000000002 19 5.5000000000000009 1.5000000000000002 20 1.0000000180025095e-35 3.5000000000000004 21 6.5000000000000009 22 23
decision_type=2 1 1 1 9 1 1 1 2 9 9 2 1 1 1 2 1 1 9 2 1 2 9 1 1 2 2 2 2 9 2 2 9 2 2 1 2 1 9
left_child=37 2 3 31 7 -6 32 9 -9 -5 11 13 -13 33 36 -16 20 21 19 -19 27 26 -23 24 -22 -25 -18 29 -29 -12 -20 -2 -4 -3 35 -15 -14 38 -1
right_child=1 10 6 4 5 -7 -8 8 -10 -11 16 12 14 34 15 -17 17 18 30 -21 23 22 -24 25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.013389868481920118 0.022617531938360216 -0.0027740102529208795 0 -0.009986832024664773 -0.020547428557069446 0 -0.0053370333585037507 0 0.022782464757043413 0.0091811742596903789 0.014017733189278448 -0.010111659348938705 0.00076233666053214565 0.0069780834003557585 0.0025597712533942944 -0.021802388888116205 -0.0024125622067654095 0.029750231864206986 -0.0125849951972391 -0.0088517365443044876 -0.0012548357161370355 0.031923005414350447 -0.0059094108316563561 -0.0020951050994832562 0.0078130256028096003 0.0023409233728406476 0.002814646412644433 0.02487773820009594 -0.0016768843564967933 0 0.0040626837565609182 0 0.028161235381640795 0.01090744882826726 -0.014792157806876731 -0.0069316267004166793 0.0087729679995199837 -0.0002255776561950335 0.0059010906189387287
leaf_weight=43.909955394876306 17.743487374056716 37.419676005345536 6.3762747502769344 65.102026351407403 268.53454409643018 155.43663375172764 9.9174205213785154 18.211130227893591 23.023911789059639 12.068727553298229 62.899924364202889 138.33784153903252 321.99599310779013 34.48717305669561 78.742100867530098 28.190662564185914 3768.7555391085334 175.44955888390541 96.495808206032962 23.897714138031006 331.73891718449886 13.578998792450875 6.6258639823645362 2247.1892499859168 950.33237806454417 1747.6715921569848 691.5029056482017 88.473126999830129 11.332386070716892 222.82983021033579 10.096353717613963 6.6584413475502506 19.89936550863786 85.003229071102396 243.88104066239612 335.00446142938745 431.00845135268173 23824.224040310219 581.59952202421118
leaf_count=7522 1067 8604 761 5185 14376 2129 708 897 868 1262 7844 16391 30949 3405 7552 2620 63685 4969 3635 820 24987 758 452 161730 61566 132602 8186 6099 1639 14470 515 435 2182 13544 22840 30898 40866 2115293 39801
internal_value=0 0.00022357 -0.00450982 -0.00692209 -0.00907571 -0.0128068 0.0140691 0.00225063 0.0130287 -0.00253413 0.000496194 -0.0018288 0.00147735 -0.00661212 0.00402518 -0.00469834 0.000916148 -0.000247706 0.0116272 0.0222901 0.00195037 -0.00119701 0.0226048 0.00119645 0.0052728 -7.67208e-05 -0.00152195 0.0104362 0.0198607 0.00495018 -0.00770198 0.0132686 0.025665 0.00472451 -0.00938347 -0.00445469 0.0058168 -0.00011596 0.00337271
internal_weight=0 12785.9 602.972 566.779 542.377 423.971 36.1931 118.406 41.235 77.1708 12182.9 1734.07 998.275 735.796 859.937 106.933 10448.9 4786.4 305.939 199.347 5662.47 4480.46 20.2049 5276.93 1282.07 3994.86 4460.26 385.535 99.8055 285.73 106.592 24.4019 26.2756 122.423 613.373 369.492 753.004 24449.7 625.509
internal_count=2864112 701496 29870 26219 24717 16505 3651 8212 1765 6447 671626 177669 98378 79291 81987 10172 493957 83020 9939 5789 410937 73081 1210 380885 86553 294332 71871 30052 7738 22314 4150 1502 2943 22148 57143 34303 71815 2162616 47323
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
cat_threshold=8 2 517 1060480 1 1 1 3584 1689796 531 540 3 1 2 274467 514 8650801 2 268 8393226 2165640 32 8 15767168
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=40
num_cat=23
split_feature=1 2 5 6 3 0 3 0 0 2 8 10 1 0 7 3 2 1 1 7 3 0 7 0 0 7 0 3 3 5 7 2 7 0 2 11 7 1 0
split_gain=0.0911892 3.73971 3.7709 3.47774 3.17606 0.445016 0.325107 0.311883 0.224187 0.155807 1.47035 7.19685 3.13334 1.65759 1.27896 1.11618 3.11504 3.35218 2.37984 2.29482 2.31276 1.42784 1.36044 2.43705 1.21273 1.15603 1.12249 0.719787 0.615581 4.38557 3.64167 2.67276 2.42045 2.19319 2.57366 2.04427 3.53238 2.3881 1.92449
threshold=0 1 2 3 3.5000000000000004 3.5000000000000004 12.500000000000002 25.500000000000004 18.500000000000004 4 5 6 7 7.5000000000000009 8 1.0000000180025095e-35 9 10 11 12 1.5000000000000002 2.5000000000000004 13 2.5000000000000004 7.5000000000000009 14 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 15 16 17 18 1.5000000000000002 19 20 21 22 14.500000000000002
decision_type=1 9 1 1 2 2 2 2 2 9 1 1 1 2 1 2 9 1 1 1 2 2 1 2 2 1 2 2 2 1 1 9 1 2 9 1 1 1 2
left_child=1 2 3 4 7 -3 8 -1 -4 10 15 12 -12 -14 -13 16 22 21 25 20 -20 -18 23 -2 -21 27 -24 -17 29 32 -31 -32 33 -11 -35 37 -37 -34 -30
right_child=9 5 6 -5 -6 -7 -8 -9 -10 28 11 14 13 -15 -16 18 17 -19 19 24 -22 -23 26 -25 -26 -27 -28 -29 38 30 31 -33 35 34 -36 36 -38 -39 -40
leaf_value=0.030697315951410134 0.005590979679959608 -0.024539140534934716 -0.016349494751791021 -0.0089018322954476301 -0.0030285687533640562 0 0 0 0 -0.0045018020485558009 0 0.0041367012933082046 0.042205029601812577 0 -0.01105296669520678 0.023239871166666964 -0.00015101476444780523 -0.010863792724191532 0 2.7184009247857037e-05 -0.020399564549733167 0.013654143767692375 0.0032363565274688907 -0.0048297437114754654 -0.0045885332218925431 0 0.014056121096616926 0 0.00041846485209275948 -0.0051802514587715402 -0.003331999855835033 0.019637697100078337 -0.004621051883352904 0.00057131644620773178 -0.011792718409043881 0.015481729191681748 0 0.0010844814604528059 -0.0061844935988751666
leaf_weight=74.993275338376407 569.87808613511152 38.904010001502684 29.658293263910316 12.548314514169759 12.018259985590701 10.204071360793021 1.9703421478334338 0.43872752884635602 0.31043552985647593 2813.9419176769843 61.85604984825477 30.660655089188367 50.328823223360814 3.2874723710119715 106.16867834841833 55.352463696577615 147.77329004590865 285.87928860911052 66.59769137686817 5474.1656504529965 91.246061181082041 69.822168447542936 346.48350818027393 307.02637182493345 590.61125073820585 19.464980892786116 231.17469199775951 2.3415628307702709 18278.864674096221 74.628803035739111 31.095695738709765 214.42426633261493 941.59085501194932 2213.0112824464741 140.66714668947679 196.13075485147419 451.56240695883753 2766.3072764659155 418.70658554378315
leaf_count=23543 69633 116988 8737 2855 1921 10261 233 71 103 287957 4001 870 4340 171 2987 23882 15301 40989 5599 551698 9128 5300 40713 24661 50123 9434 16365 954 1122135 6910 3489 19096 41706 108621 22763 6631 16745 165427 21774
internal_value=0 -0.00200901 0.00562837 0.0159418 0.0234241 -0.0192105 -0.0129915 0.0301467 -0.0151175 2.32823e-05 0.000403888 0.0075218 0.0236932 0.0347423 -0.00613379 0.000124264 0.00221905 -0.00405565 -0.000486853 -0.000792603 -0.011452 0.00402235 0.00462724 0.0015554 -0.000392819 0.0135038 0.00840196 0.0189057 -8.01136e-05 -0.000726836 0.0101831 0.0156186 -0.00115583 -0.00262044 -0.000227956 0.000524233 0.00560269 -0.000319055 0.000244911
internal_weight=0 181.046 131.938 99.9986 87.4503 49.1081 31.9391 75.432 29.9687 37051.1 8510.12 252.302 115.472 53.6163 136.829 8257.82 1958.04 503.475 6299.78 6222.62 157.844 217.595 1454.56 876.904 6064.78 77.159 577.658 57.694 28540.9 9843.36 320.149 245.52 9523.21 5167.62 2353.68 4355.59 647.693 3707.9 18697.6
internal_count=2864115 164712 37463 28390 25535 127249 9073 23614 8840 2699403 876149 12369 8512 4511 3857 863780 212962 61590 650818 616548 14727 20601 151372 94294 601821 34270 57078 24836 1823254 679345 29495 22585 649850 419341 131384 230509 23376 207133 1143909
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=3 11304992 2 1 21051282 1 1 768 2 16843026 768 8 8 1 9 2 2 11010052 1 8915048 1 4 768
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=40
num_cat=22
split_feature=1 2 5 3 6 2 2 0 0 0 6 3 3 2 8 1 7 0 3 7 1 2 3 3 3 0 2 2 0 3 0 1 7 0 3 2 1 2 2
split_gain=0.0869893 3.39574 3.2949 3.22644 2.53227 0.730544 0.639539 0.443825 0.339904 0.184755 0.17981 0.177998 0.167563 0.124692 1.62772 3.36519 1.21576 1.71518 1.18133 0.992941 0.88553 1.54368 0.661591 0.615046 0.468082 3.20268 1.97303 0.391495 0.363414 0.348077 0.223332 0.182257 1.80035 1.48392 1.13169 4.85579 2.5925 1.72751 1.41576
threshold=0 1 2 2.5000000000000004 3 4 5 6.5000000000000009 90.500000000000014 10.500000000000002 6 12.500000000000002 8.5000000000000018 7 8 9 10 13.500000000000002 8.5000000000000018 11 12 13 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 14 15 122.50000000000001 6.5000000000000009 27.500000000000004 16 17 1.5000000000000002 1.0000000180025095e-35 18 19 20 21
decision_type=1 9 1 2 1 9 9 2 2 2 1 2 2 9 1 1 1 2 2 1 1 9 2 2 2 2 9 9 2 2 2 1 1 2 2 9 1 9 9
left_child=1 2 3 4 5 7 -4 -1 10 12 -3 -8 -5 14 16 19 17 23 -17 -16 21 22 -18 27 25 -22 -26 -2 -23 -21 -19 32 33 -15 35 36 -34 -36 -37
right_child=13 8 6 9 -6 -7 11 -9 -10 -11 -12 -13 -14 31 15 18 20 30 -20 29 24 28 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 34 -35 37 38 -38 -39 -40
leaf_value=0.037907262664376273 0 -0.023173377866835182 0 -0.010796690279043874 -0.0015833807016833166 0 -0.01896245818847864 0 0 0 0 0 0 0.015934166745061335 -0.010876041959834182 0.030893442726018901 -0.0017016544876746614 0.010583135820599677 0 0.010150892139181647 0.00054133411333818474 -0.019325291923214572 0.012237341052152668 0 -0.0026999205452182449 0.018229991958954143 0.0020119179650948272 -0.015953107952043539 0 0 0 -0.00014438725447922841 0 0.00077417566350080269 0.0018724848682560549 -0.003293709075687155 0.017428405124637392 -0.0049148540926377661 -0.015092495477316899
leaf_weight=44.995741791673936 4.2626614940818399 42.881098622978243 4.2685144840397697 16.665532567130874 9.4803440536925319 21.443281934090919 25.415881011664176 4.6188198318704954 0.22795471589779381 0.75474825064884399 5.1820023973523339 1.6595191284723103 3.2469060646835706 105.99858911426054 37.404584716074169 42.291180298605468 34.04559518051974 8.6518507549772021 3.4441434703767291 20.319462984334681 1158.9728814326372 49.105670383480174 14.504435650225785 7.3618979454622595 1411.5600976380229 87.853301162249409 2228.2377146419676 104.96868761486257 0.031641206704079106 2.078929870389401 5.9284387307707211 26288.095219165378 191.41157627478242 220.9705355434271 3139.2765492966282 1280.2031314733849 125.01043463456153 368.96971360413227 103.43370291192696
leaf_count=3879 521 114730 4582 3614 2512 17573 4226 303 92 76 12319 208 416 9552 2176 2624 25863 628 253 1109 131207 56030 10758 1024 154606 7481 252268 13843 6 167 522 1529763 16350 10699 161859 108771 39597 143167 18755
internal_value=0 -0.00193376 0.00523357 0.0148466 0.0231555 0.028915 -0.0121431 0.0320056 -0.0184628 -0.00615031 -0.0218706 -0.0151724 -0.00868413 4.00651e-05 0.000494335 0.0113473 0.000148229 -0.00804747 0.0242727 -0.00243511 0.000485683 -0.00723584 0.0015317 -0.0135285 0.000758432 0.0024217 9.38502e-05 -0.0153906 -0.0160642 0.00478898 0.00685651 -2.55753e-05 0.000481864 0.00725216 0 -0.00209121 0.00812302 0.00102964 -0.00478573
internal_weight=0 180.84 132.549 101.205 80.5382 71.0578 31.3439 49.6146 48.2911 20.6672 48.0631 27.0754 19.9124 37044.4 5221.02 105.538 5115.48 131.174 45.7353 59.803 4984.31 97.6873 48.55 116.593 4886.62 1246.83 3639.8 109.231 49.1373 22.3984 14.5803 31823.4 5535.27 326.969 5208.31 1700.06 316.422 3508.25 1383.64
internal_count=2864129 164530 37389 28373 24267 21755 9016 4182 127141 4106 127049 4434 4030 2699599 661086 6329 654757 16538 2877 3452 638219 92657 36621 15388 545562 138688 406874 14364 56036 1276 1150 2038513 508750 20251 488499 183473 55947 305026 127526
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=3 11304992 2 1 32 8421376 1 32060290 1 768 8 1 12 10551298 8978434 589824 540 8 262236 512 1051696 16416
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=40
num_cat=21
split_feature=1 2 0 2 3 7 1 3 1 3 1 0 0 0 3 3 7 1 0 1 3 1 3 0 7 3 3 2 2 7 2 0 5 2 7 3 5 0 1
split_gain=0.127425 0.361167 0.170669 0.0752461 1.13864 0.603481 3.30291 2.42683 1.48888 0.567818 0.872146 0.556097 0.552772 0.519301 0.516453 1.647 0.502375 0.478457 0.405808 0.374778 0.227611 2.54865 1.45263 1.49333 1.3759 1.12251 0.951071 0.778028 0.630423 0.5405 0.34457 0.250397 0.220849 0.169624 1.13757 1.19037 0.496183 0.746828 0.163634
threshold=0 1 11.500000000000002 2 7.5000000000000009 3 4 1.0000000180025095e-35 5 1.0000000180025095e-35 6 3.5000000000000004 8.5000000000000018 1.5000000000000002 3.5000000000000004 2.5000000000000004 7 8 1.0000000180025095e-35 9 7.5000000000000009 10 11.500000000000002 1.0000000180025095e-35 11 11.500000000000002 14.500000000000002 12 13 14 15 4.5000000000000009 16 17 18 1.5000000000000002 19 1.0000000180025095e-35 20
decision_type=1 9 2 9 2 1 1 2 1 2 1 2 2 2 2 2 1 1 2 1 2 1 2 2 1 2 2 9 9 1 9 2 1 9 1 2 1 2 1
left_child=1 -1 -3 4 5 8 7 -7 14 10 -10 13 19 -8 15 -2 -13 -11 -16 -6 33 22 23 24 -22 27 31 -23 -25 -28 -24 -27 -29 34 35 -5 37 -36 -35
right_child=3 2 -4 20 12 6 11 -9 9 17 -12 16 -14 -15 18 -17 -18 -19 -20 -21 21 25 30 28 -26 26 29 32 -30 -31 -32 -33 -34 38 36 -37 -38 -39 -40
leaf_value=0.00082509236239099951 0.001817964107344275 -0.0091016333118898955 0 0.016037601911438059 0 0.0018433737640810108 0.0029849605369032558 -0.018790564350242449 0.0093054475395316048 0 -0.0023333509543444937 0.01077520159697438 0 -0.0051482713156465508 0.0068049888998945353 0.02115971958959011 0 -0.0050218033549648709 -0.0038270740601737429 0.017491637369060616 0.022066049571924817 0 0.00020172555445600914 0.0098604736834231755 -0.00019811812785393062 0.010073133342815744 -0.011073879762103675 -0.012454861397720651 -0.0014211831158025877 0.00060545360598333875 -0.0072502709143283653 0 -0.00067528268299172842 -0.00034152008851575039 0 -0.0044577830780018089 0 -0.016570795577785246 0.00019798570549297369
leaf_weight=7.6053577671955281 193.90559623883746 56.582954753275772 3.075647908699465 22.295003452602035 2.6810940369032323 42.096746376279043 170.33015730288389 138.60981093946612 82.53290500689036 260.17419803651137 51.698692865662451 72.925420566607499 1.6559426988242183 98.583764513459755 27.951054114033468 56.237256007894757 43.568817812192719 296.75972686080058 63.844216694822535 30.347174087277381 61.220301399327582 41.747353419690626 5.8624654110317351 21.593239389017981 12.869847890513482 59.640956402028678 28.034379221018753 245.03999466172536 128.7578376653837 3.6747347374039263 58.893180375278462 5.9610472464119075 81.616040215245448 6713.2459839326948 15.548808709761941 7.6438440023957801 6.2086440958264566 59.335926844863934 27938.321742624608
leaf_count=12989 21887 54768 1608 10250 252 5044 31424 17858 11310 30535 10082 6747 155 10327 4398 6909 3853 55044 6538 3242 5499 3537 757 2593 1371 4293 2326 14524 8293 329 4193 410 7796 582421 41308 12300 11390 36275 1819331
internal_value=0 -0.00336331 -0.00702439 5.49001e-05 0.000715211 4.36855e-06 -0.00232779 -0.0123937 0.00160099 -0.000750841 0.00381326 0.00240819 0.0137603 0 0.00672103 0.00903756 0.00743012 -0.00251348 0 0.0167936 1.53166e-05 -0.00165592 0.00480809 0.00900232 0.0184749 -0.0062932 0.000525314 -0.00890916 0.000374285 -0.00691894 -0.00430318 0.00830359 -0.0103665 6.1633e-05 -0.00323485 0.00530289 -0.00957481 -0.0127546 8.45433e-05
internal_weight=0 67.264 59.6586 37151.4 1633.9 1599.22 566.115 180.707 1033.1 691.166 134.232 385.408 34.6842 268.914 341.938 250.143 116.494 556.934 91.7953 33.0283 35517.5 754.911 289.197 224.441 74.0901 465.715 97.3111 368.403 150.351 31.7091 64.7556 65.602 326.656 34762.6 111.032 29.9388 81.0934 74.8847 34651.6
internal_count=2864166 69365 56376 2794801 225605 221956 75253 22902 146703 106971 21392 52351 3649 41751 39732 28796 10600 85579 10936 3494 2569196 55921 22706 17756 6870 33215 7358 25857 10886 2655 4950 4703 22320 2513275 111523 22550 88973 77583 2401752
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=2 2883600 29470852 9 273 272 612 2 129 512 604 5 2097681 2378768 3 1114 2 1064961 10 2 76
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=40
num_cat=23
split_feature=1 2 0 7 11 7 2 8 7 7 0 1 3 1 0 0 3 0 10 1 3 3 1 1 3 1 3 7 1 3 0 12 3 2 1 2 0 0 1
split_gain=0.130334 0.362584 0.172585 0.246638 0.105529 0.0821297 0.0618107 2.29816 2.53148 2.36641 2.02171 1.39738 1.013 0.982756 0.756349 0.644598 4.20721 1.13955 1.84387 0.808459 0.802352 0.559326 0.463171 0.365544 0.352144 0.334808 0.183868 0.155315 2.52819 2.60467 2.49508 3.4771 2.21673 1.82678 4.06013 1.60118 2.49622 1.27159 1.15227
threshold=0 1 15.500000000000002 2 3 4 5 6 7 8 4.5000000000000009 9 1.0000000180025095e-35 10 2.5000000000000004 11.500000000000002 1.5000000000000002 3.5000000000000004 11 12 4.5000000000000009 3.5000000000000004 13 14 9.5000000000000018 15 8.5000000000000018 16 17 1.0000000180025095e-35 3.5000000000000004 18 5.5000000000000009 19 20 21 1.0000000180025095e-35 1.5000000000000002 22
decision_type=1 9 2 1 1 1 9 1 1 1 2 1 2 1 2 2 2 2 1 1 2 2 1 1 2 1 2 1 1 2 2 1 2 9 1 9 2 2 1
left_child=1 5 3 -3 -5 -1 7 9 21 15 11 14 23 -14 -11 17 22 19 -19 -2 -18 -9 -17 -12 -10 -23 -13 -8 29 35 31 -31 33 34 -30 36 -29 -34 -35
right_child=6 2 -4 4 -6 -7 27 8 24 10 12 26 13 -15 -16 16 20 18 -20 -21 -22 25 -24 -25 -26 -27 -28 28 32 30 -32 -33 37 38 -36 -37 -38 -39 -40
leaf_value=0.0043075801949630848 0.0018657324787541001 0 0 -0.012789479342378363 0 0 -0.00012264244655604706 0.0036489341578399429 0.029488510219733928 0.0023831189593122113 0 -0.016780677989658432 0.012811549213574972 -0.00013647189363295199 -0.009823700255894012 0 0.017570019939793926 0.0085241523274514983 -0.0012743077477548994 -0.001921673009968852 0 0 -0.01610113582696748 -0.010369571983897999 0 -0.011654908138269684 0 0.0076142661327747857 0.018839744183199048 0.0021604506411951486 -0.014932710942109557 -0.013048668072387429 0 -0.0051716673400353909 0.0016781040163441623 0.011751446996302694 -0.0067480033844198248 -0.015695785950985475 0.0018271563212761107
leaf_weight=6.0163562764864764 1314.7509176848689 12.826446068567748 2.0431735732126972 44.264175398504449 0.61228610134275996 1.6317937775893367 28469.452287844848 16.772907125297934 38.402612162521109 109.86170288723952 7.6583124760072678 179.78190323164745 64.489847425022162 49.362323560053483 40.334276614361443 32.991118406251189 42.589687826402951 459.86740446540352 226.72344402084127 894.74184490153493 9.7100892990129051 2.9789754808880389 97.579305117949843 24.187057045754049 0.52386186318471928 21.515949729131538 1.5687566661217704 170.89984727535921 174.69410841081117 429.24215550405643 233.68377431295812 181.30476065503899 85.497442700710963 202.56010103248991 565.76837439651717 91.081718935067329 263.4742011676426 74.978002702642698 2588.519926139099
leaf_count=10304 145655 11605 967 42728 659 2778 2049798 941 1900 14338 693 25449 5799 4439 3918 5906 4011 55484 7482 150479 905 212 12438 2132 46 1244 216 7313 19677 35350 11333 10523 6978 7063 44784 11410 9471 4761 132973
internal_value=0 -0.00347769 -0.00710292 -0.00913517 -0.0107373 0.000734664 1.09782e-05 0.000405453 0.0146306 0 -0.00629728 -0.010609 0.00158453 0.00713567 -0.000303034 0.00100535 -0.0039661 0.00146267 0.004952 0.000192604 0.0132209 -0.000636662 -0.0139026 -0.00724523 0.0248833 -0.00958642 -0.0157126 -2.32977e-05 0.000473241 -0.00305944 -0.00652298 -0.00228723 0.00188295 0.00250161 0.00686942 0.00196188 -0.000317597 -0.00830771 0.00114736
internal_weight=0 67.3942 59.7461 57.7029 44.8765 7.64815 37167.5 3636.39 80.1943 3556.2 477.244 331.547 145.698 113.852 150.196 3078.95 182.87 2896.08 686.591 2209.49 52.2998 41.2678 130.57 31.8454 38.9265 24.4949 181.351 33531.2 5061.7 1369.69 844.231 610.547 3692.02 3531.54 740.462 525.456 434.374 160.475 2791.08
internal_count=2864162 69041 55959 54992 43387 13082 2795121 443687 4343 439344 56984 43921 13063 10238 18256 382360 23260 359100 62966 296134 4916 2397 18344 2825 1946 1456 25665 2351434 301636 85400 57206 45873 216236 204497 64461 28194 16784 11739 140036
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
cat_threshold=2 2883600 2 1 5 29472258 1 1 3 304 412 1 736 73 548 64 3 136 1 3410064 533 2359720 512
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=40
num_cat=11
split_feature=2 1 7 7 0 0 0 3 3 3 1 0 0 3 3 3 0 0 3 0 0 0 8 3 0 3 6 0 0 3 0 0 2 2 1 0 3 1 3
split_gain=0.0803624 1.33243 1.6675 1.03956 1.50306 1.13312 1.1592 0.976971 2.19941 1.29777 0.974605 0.971707 0.943639 0.88934 0.968887 0.753708 2.22675 0.78544 0.604925 0.894142 0.857869 0.542496 0.538132 0.578378 0.574858 0.395644 0.383022 0.369783 0.312178 0.283072 0.361324 1.33787 1.0275 0.426863 0.402807 0.308907 0.271566 0.253244 0.244695
threshold=0 1 2 3 4.5000000000000009 2.5000000000000004 15.500000000000002 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4 11.500000000000002 32.500000000000007 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 4.5000000000000009 4.5000000000000009 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 5 6.5000000000000009 44.500000000000007 1.5000000000000002 6 1.0000000180025095e-35 25.500000000000004 9.5000000000000018 2.5000000000000004 4.5000000000000009 7 8 9 26.500000000000004 3.5000000000000004 10 5.5000000000000009
decision_type=9 1 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 9 9 1 2 2 1 2
left_child=1 3 15 5 26 7 13 8 9 -1 18 25 -8 -7 -15 16 27 37 20 -20 21 -4 23 24 -12 -6 38 -3 -18 -2 33 32 -32 -31 -35 -33 -10 -17 -5
right_child=29 2 10 4 11 6 12 -9 36 -11 22 -13 -14 14 -16 17 28 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 31 35 -34 34 -36 -37 -38 -39 -40
leaf_value=0.0021047241729158519 -6.9156901907282528e-07 0 -0.00077427710717870024 -0.0064617325505581151 0.017158932053514344 -0.0060384978809939717 0.017993215645788967 0.01249523736502877 -0.0026566781966830127 0.01650410909407966 -0.01112679603639153 -0.0015417339236436102 0 0.0067736247416036724 -0.0031766224864085558 0.015453946984931436 0.011974661339194283 0 -0.014387371233108015 0.00018738795835723541 -0.0092591459466916642 0.005836529199895267 0 0 0 0 0 -0.017529440216089945 0 0.001677966306415914 0.016361502132922159 -0.010930098783759661 -0.0015234049647727752 0 -0.0076479644623240585 0 0.0014629880339547604 0 0
leaf_weight=222.43044628712232 33866.114001998976 35.106973191403085 97.442241842596559 351.24332005149699 38.673486526182387 244.73839281477558 29.967794272408355 161.05202232410738 317.25413077480334 126.37831467024807 333.6293886447238 22.633119095757138 6.5877615469507864 153.96701845634379 142.13828927307623 56.669472870737081 61.457542970747454 9.2984371760976483 42.012940569809871 16.649429840734228 31.307522427669028 229.13321791519411 3.0870262677781275 14.712484197450975 2.4344929607759687 35.228532378154341 26.791369564132765 21.981033605072298 1.3193738759728137 8.12455322484311 33.259565269807354 28.858874731202381 8.6778428129036893 22.035279484582134 217.09238864715735 1.4218625356443215 180.91086231601366 7.0455442220700197 24.588367518706946
leaf_count=28113 2430101 9927 18861 40338 3614 24674 3374 17483 41345 15159 78789 2594 853 13862 12337 7142 7985 921 5909 1579 4356 28168 286 2290 362 3090 3367 3982 340 1202 1945 2115 978 1616 16273 131 21544 4642 2628
internal_value=0 0.000493547 -0.00238528 0.00198492 -0.00152747 0.00328571 0 0.00528449 0.00319074 0.00900766 -0.00464685 0.00726092 0.0122445 -0.0016812 0.00122447 0.00460639 0 0.0111035 -0.000396954 -0.00820343 0.00063449 0.0031235 -0.00833949 -0.00937785 -0.0103575 0.0125109 -0.00472076 -0.0118722 0.0103781 -3.87737e-05 -0.00287181 0.000361696 0.0114611 -0.00483525 -0.00616683 -0.0080873 -0.000594478 0.0148098 -0.00576149
internal_weight=0 3047.87 963.287 2084.58 499.158 1585.43 577.399 1008.03 846.974 348.809 770.409 96.5351 36.5556 540.844 296.105 192.878 119.865 73.0135 416.545 58.6624 357.883 326.575 353.863 350.776 336.064 73.902 402.623 57.088 62.7769 34185.6 319.47 72.2181 41.9374 247.252 239.128 30.2807 498.165 63.715 375.832
internal_count=2864275 409914 175539 234375 55631 178744 55100 123644 106161 43272 140600 9298 4227 50873 26199 34939 22234 12705 58873 7488 51385 47029 81727 81441 79151 6704 46333 13909 8325 2454361 24260 5169 2923 19091 17889 2246 62889 11784 42966
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4305542 424 2 5 528 1 1 8389665 10487808 528 576
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=40
num_cat=18
split_feature=2 7 8 1 0 11 0 1 0 0 8 1 3 1 3 6 0 3 0 3 0 3 3 3 0 3 1 0 3 3 7 2 3 13 7 2 2 0 2
split_gain=0.157103 1.9485 4.18829 3.39311 2.89227 2.44451 1.56989 1.30305 1.09516 1.03889 0.975081 0.763733 0.642818 1.13307 0.820795 0.603009 0.518747 0.743003 0.421861 0.388211 0.483695 0.383444 0.766477 0.336189 0.239131 0.220556 1.77271 1.3103 1.03394 0.973724 1.12121 0.662982 0.594878 0.473063 0.439225 0.397187 0.321567 0.319065 0.466283
threshold=0 1 2 3 19.500000000000004 4 7.5000000000000009 5 4.5000000000000009 5.5000000000000009 6 7 2.5000000000000004 8 1.0000000180025095e-35 9 100.50000000000001 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 6.5000000000000009 7.5000000000000009 10 1.0000000180025095e-35 11.500000000000002 11.500000000000002 11 12 14.500000000000002 13 14 15 16 1.0000000180025095e-35 17
decision_type=9 1 1 1 2 1 2 1 2 2 1 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 9 2 1 1 9 9 2 9
left_child=1 4 3 15 7 6 9 10 11 -5 21 -7 13 23 -15 -3 17 -6 -10 24 -21 22 -1 -9 -14 -2 27 29 31 30 36 33 37 -28 -34 -29 -27 38 -30
right_child=25 2 -4 5 16 8 -8 12 18 -11 -12 -13 19 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 28 35 32 -31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.007354864740839847 0 -0.013970658173162041 0.021964575141800398 0.003910717332417624 0 0 0.019619882948208642 -0.0083266241884797209 0.0078008963374062911 -0.011063460360814795 -0.0046712220010479187 -0.014219531412265275 -0.0042699230253911797 0 0.0084650162438710784 0 0 -0.024127570073560457 -0.0030968765373167 0.0093882482078801073 -8.6592521520986851e-05 0.013182847609274016 -0.0012164934558214942 0 0 0 -0.0036902774794683848 0.0011096199910417361 -0.0066259105280996079 0 0 -0.0098006202984554508 -0.0091265881484706539 0.0090375525142077605 0.00092045455000834293 -0.0070640143374612182 0.021914931308426019 0.01060778977509385 0.006839721228438689
leaf_weight=221.08112713192531 34100.735526728895 279.62156342870003 31.264414195320569 284.02433410181766 3.6871043137507575 11.018385956063867 38.222919941472355 53.68579584028339 26.139484441606328 19.241312395024579 8.5240572313778085 118.41362599772401 296.30402154565672 140.14321489131544 319.68768320463641 39.658193652023328 3.9588389778509727 23.798476232623216 53.654027244658209 35.529292794308276 36.426034346382949 220.45668273336196 78.319340455895144 26.024192695535021 26.713223202386871 5.2155949430452893 39.159677362302318 148.5329817964448 18.406560674164211 23.4064247377828 12.666510227383695 302.60999995643942 26.601047444157302 16.387437263736501 3.5403599953133407 34.983541760331718 55.599279570917133 41.495114866673248 4.8598041521909208
leaf_count=31658 2496820 35441 1399 46454 369 1083 3634 6951 2468 1804 444 12271 41276 18129 40409 4705 372 3236 4620 4207 3220 29134 12922 4218 2174 1267 4145 8926 1440 2045 1327 20486 2316 1097 327 4174 4099 2796 486
internal_value=0 0.00079 -0.00263987 -0.00458942 0.00306902 0 0.00544245 0.0040732 -0.00749583 0.00115008 0.00798175 -0.0123693 0.00127672 0.00360896 0.00574768 -0.0121328 -0.0174457 -0.0203851 0 -0.00120306 0.00303518 0.00912352 0.00429537 -0.00432227 -0.00317469 -3.89387e-05 -0.00171993 0.00365226 -0.00564496 0.0117481 0.0162275 -0.00822806 0.000884476 0 -0.00445223 -9.59403e-05 0.0195323 0.00715731 0
internal_weight=0 2395.6 901.258 869.994 1494.34 550.714 341.489 1462.89 209.226 303.266 528.381 129.432 934.513 539.541 459.831 319.28 31.4444 27.4856 79.7935 394.973 71.9553 519.857 299.4 79.71 323.017 34834.2 733.464 280.404 453.06 96.8878 73.4814 358.157 94.9029 55.5471 30.1414 183.517 60.8149 64.7615 23.2664
internal_count=2864349 312598 113879 112480 198719 72334 51892 194742 20442 48258 74158 13354 120584 69707 58538 40146 3977 3605 7088 50877 7427 73714 44580 11169 43450 2551751 54931 21838 33093 8738 6693 25728 7365 5242 2643 13100 5366 4722 1926
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=29471876 1 1 291 1 277 1 520 32 1 604 5 2097683 1 3 280624 2113554 2099258
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=40
num_cat=18
split_feature=2 0 0 1 0 3 7 1 7 0 1 1 1 3 0 0 3 2 12 1 12 3 2 0 2 0 0 2 0 7 2 8 0 0 0 0 0 0 3
split_gain=0.100018 1.65032 1.64631 1.27866 0.830332 0.63092 2.26571 2.14316 1.27405 1.99559 1.96387 1.05721 0.451492 0.396899 0.232489 0.17807 1.30332 2.21931 1.84128 1.60414 1.51952 3.90347 2.5563 2.77601 2.24668 2.18607 1.80919 1.73776 1.35563 1.06575 1.03679 0.937956 0.750063 0.678701 0.643124 0.619162 0.494205 0.486031 0.377535
threshold=0 15.500000000000002 11.500000000000002 1 34.500000000000007 1.0000000180025095e-35 2 3 4 2.5000000000000004 5 6 7 8.5000000000000018 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 8 9 10 11 1.5000000000000002 12 92.500000000000014 13 61.500000000000007 17.500000000000004 14 78.500000000000014 15 16 17 17.500000000000004 135.50000000000003 18.500000000000004 65.500000000000014 25.500000000000004 34.500000000000007 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 1 1 1 2 1 1 1 2 2 2 2 9 1 1 1 2 9 2 9 2 2 9 2 1 9 1 2 2 2 2 2 2 2
left_child=1 2 3 13 -3 8 11 -8 9 -5 -10 -7 -4 14 -1 38 17 19 29 -17 21 27 23 26 34 -26 -22 -18 32 30 -19 -29 -20 -25 -23 -24 -31 -21 -2
right_child=15 4 12 5 -6 6 7 -9 10 -11 -12 -13 -14 -15 -16 16 20 18 28 37 22 24 35 33 25 -27 -28 31 -30 36 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.016223436044447769 -0.00049570097572239314 0.016165630744532117 0 0.0047361099829628106 0 0.0041362822359288986 -0.010045126392030354 0 0.015267221687447092 -0.0093420297660287682 -0.0010445885199095288 -0.0010437082371097986 -0.014447096282533843 0 0 0 0.0014599803909748988 0.011708570677545133 0 0.027925874981155376 -0.00082518630710532673 0 -0.017737123638918963 -0.015415287275987122 -0.014229306949857627 0.0078790990796074045 0.023967898296601554 -0.024645517288256029 0.0023415896250326865 0 -0.0041572318557925245 0 -0.021480940966542642 0 0.019488010262723888 0 -0.01306924819985312 0 0.00021883424900828033
leaf_weight=40.38278818465551 10955.524614933325 68.433185543224681 20.849835269429605 278.2397047894774 15.668304530758176 1056.1058519083308 312.7584416407044 409.18551390654102 141.29262028302765 119.43614784331294 71.778210574746481 475.85253855873088 56.484596577240154 1.6429169356269984 5.6736323287404948 25.002531718928367 14.119039641402196 109.33322300435975 7.9807174326851955 37.465892864158377 8.0522066541016084 9.649628143233711 26.831379316281527 11.80946026323363 84.794984956242843 30.048693120363168 74.388794697355479 130.53863932666718 4.7993728048168114 21.191037991200574 5.8590563312754957 4.1330458126030853 53.129535660147667 4.1745281461626282 39.531091692566406 8.4418811784125847 13.614407279877922 12.104973409499506 22469.439395089139
leaf_count=59829 851669 8671 3061 40842 2072 109752 35230 57665 15966 12585 10906 79814 7528 878 3632 1625 1517 3090 126 2211 188 719 1329 480 4461 1933 2371 10930 129 669 758 66 1006 220 3308 494 566 932 1525084
internal_value=0 0.00054175 0 0.00053427 0.012356 0.000980103 5.77798e-05 -0.00428304 0.00376887 0 0.00929018 0.00235083 -0.0120647 -0.0111158 -0.0145944 -5.02333e-05 -0.00155958 0.00287191 -0.00172149 0.0144967 -0.00507139 -0.00884802 0.00193437 0.0107646 0.000501593 -0.00555608 0.0193042 -0.0191876 -0.013505 0.0030818 0.00810499 -0.0218099 -0.0184035 -0.00827426 0.0141022 -0.0116036 -0.00538884 0.0217627 -6.63242e-06
internal_weight=0 3073.78 2989.68 2912.35 84.1015 2864.65 2253.9 721.944 610.747 397.676 213.071 1531.96 77.3344 47.6993 46.0564 34162 736.994 290.481 215.907 74.5734 446.513 312.815 133.698 98.425 164.024 114.844 82.441 148.791 65.9096 149.998 115.192 134.672 61.1103 15.984 49.1807 35.2733 34.8054 49.5709 33425
internal_count=2864312 448431 437688 427099 10743 362760 282461 92895 80299 53427 26872 189566 10589 64339 63461 2415881 39128 11112 6344 4768 28016 22934 5082 3259 10421 6394 2559 12513 1261 5083 3848 10996 1132 700 4027 1823 1235 3143 2376753
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=21082498 7 1 192 1 864 416 584 9439824 1 704 1 8391264 10487320 1310784 5 32 1
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=40
num_cat=27
split_feature=0 8 10 4 2 11 3 7 3 2 3 0 1 1 1 3 3 1 0 0 7 1 13 2 10 1 7 3 1 2 0 1 1 7 5 3 7 13 1
split_gain=0.0625688 1.36274 5.50484 4.89145 1.4957 6.83646 1.52067 1.68551 1.45773 1.63004 1.86651 1.42803 1.86961 1.43552 1.41886 1.50807 1.52597 1.34449 1.13469 1.7182 1.01657 0.963963 0.953819 3.94305 4.7933 2.95054 2.95583 2.76722 2.46703 1.93012 2.01889 3.86353 1.801 1.51661 1.34281 1.30379 0.941875 0.847665 4.02885
threshold=2.5000000000000004 0 1 2 3 4 1.0000000180025095e-35 5 1.0000000180025095e-35 6 8.5000000000000018 6.5000000000000009 7 8 9 1.5000000000000002 5.5000000000000009 10 7.5000000000000009 17.500000000000004 11 12 13 14 15 16 17 3.5000000000000004 18 19 15.500000000000002 20 21 22 23 1.0000000180025095e-35 24 25 26
decision_type=2 1 1 1 9 1 2 1 2 9 2 2 1 1 1 2 2 1 2 2 1 1 1 9 1 1 1 2 1 9 2 1 1 1 1 2 1 1 1
left_child=37 4 3 11 5 14 7 -7 20 -10 17 12 -3 -13 18 -16 -17 -11 -2 -20 -4 36 29 25 27 26 -24 -25 -26 30 34 -32 -31 -27 -6 -34 -8 -1 -39
right_child=1 2 8 -5 22 6 21 -9 9 10 -12 13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 28 33 -28 -29 -30 32 31 -33 35 -35 -36 -37 -38 38 -40
leaf_value=-0.00035765100137914534 -0.00090464545398990712 0.0084419657386637127 -0.0027903978107024423 0.025202871749657331 -0.00038350247376310538 0.0015677757680889895 0.0072728086846263794 -0.020998563552432934 0.0043047133742110935 0 0.0083041127810069264 0.019198841058675697 -0.0061127625369911814 0 0.0056897999666081223 0.026042031490223133 0 -0.018979573098530159 0.022319064600498782 -0.0029879942730537167 0.014068012632448286 -0.0073233997379016803 0.022754201366213853 -0.0057163006274698397 -0.015348218049979701 0.0077884201601641327 -0.00027186123509112292 -0.020606116699253507 0.00074759789586871246 0.0044842803601732222 0.014985996468006944 -0.0011722539003180051 0 -0.0032539138157521921 0.003674530930852158 -0.0098218758578220208 -0.0036175061593588624 0.021286173929677209 0.00063582081704917338
leaf_weight=20433.078107819285 171.02059432028909 100.39442471449729 15.5502078384161 133.20079515204998 6016.0055410043933 16.805575294536538 133.23197289556265 61.012100919717341 35.320018861442804 89.708945084363222 4.9348870194517067 48.325826809741557 192.58237113943323 48.537729930598289 197.45762535175163 128.19291318650357 15.910846049751852 149.54425132926553 27.591318357852288 7.0432922383770338 22.642982877790928 123.96987988901674 105.44736149650998 673.48561405978398 61.632004341576248 141.1501627699472 58.981345145730302 181.53764439903898 1332.891284420155 107.04849104800815 232.12225316563854 253.31222847342724 127.94597560333204 354.56132319720928 905.81975957950635 441.18067876519126 74.786430499632843 58.679378197353799 3949.6425139599014
leaf_count=1957505 16950 1831 170 4491 287439 1482 9837 5086 679 1035 200 638 3459 741 21556 11514 1536 1832 2857 868 217 11120 6746 40644 898 7073 2950 11926 18642 19798 11818 13752 16480 16853 92411 49815 6055 3827 201598
internal_value=0 0.000187068 0.00401308 0.0102997 -6.64425e-05 0.0036123 -0.00543018 -0.0160646 -0.00546969 -0.00849113 -0.0114442 0.00305605 0 0.011978 0.0108967 0.0146685 0.0229905 -0.0142706 0.00159918 0.013533 0.0062507 -0.00098394 -0.000425766 -0.00197442 -0.00402429 0.00444145 0.0145901 -0.009808 -0.000163914 9.94202e-05 0.000611531 0.0066627 -0.00481389 0 0.00011796 -0.00723494 0.00219598 -8.50559e-05 0.00122259
internal_weight=0 12790.9 840.742 523.041 11950.1 957.023 409.806 77.8177 317.701 279.508 244.188 389.84 292.977 96.8636 547.217 341.561 144.104 239.253 205.655 34.6346 38.1932 331.988 10993.1 2909.69 2249.55 660.14 164.429 855.023 1394.52 8083.43 7407.26 485.434 676.175 495.711 6921.83 569.127 208.018 24441.4 4008.32
internal_count=2864329 701399 15293 11160 686106 88861 33580 6568 4133 3746 3067 6669 5290 1379 55281 34606 13050 2867 20675 3725 387 27012 597245 105732 72110 33622 9696 52570 19540 491513 405420 25570 86093 23926 379850 66295 15892 2162930 205425
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
cat_threshold=1 1 2 23344137 1 2 8388880 280 616 644 256 1 412 1 8978706 1 108 3 28 1051254 62 532 6 2 1 1 16
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=40
num_cat=19
split_feature=2 8 3 7 1 0 0 0 0 3 6 3 1 1 0 11 0 3 3 3 0 6 11 1 0 0 1 0 1 7 2 0 3 3 2 7 10 2 3
split_gain=0.0750124 1.34515 1.20131 0.868583 1.46649 0.893525 0.831711 1.91095 1.20318 0.968001 0.62565 0.536502 5.82619 2.31586 2.25584 1.54296 1.23923 1.23632 0.701692 0.47378 0.43875 0.416023 0.400548 0.39705 0.455939 0.349608 0.342482 0.161496 0.123565 1.53203 1.25486 2.0539 1.13191 1.11848 3.37699 1.93587 2.60597 1.70792 2.60588
threshold=0 1 6.5000000000000009 2 3 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 4.5000000000000009 4 1.0000000180025095e-35 5 6 1.0000000180025095e-35 7 3.5000000000000004 3.5000000000000004 6.5000000000000009 1.5000000000000002 10.500000000000002 8 9 10 7.5000000000000009 2.5000000000000004 11 11.500000000000002 12 13 14 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15 16 17 18 2.5000000000000004
decision_type=9 1 2 1 1 2 2 2 2 2 1 2 1 1 2 1 2 2 2 2 2 1 1 1 2 2 1 2 1 1 9 2 2 2 9 1 1 9 2
left_child=1 3 26 11 6 21 9 10 -9 -5 -8 12 22 14 -13 17 -17 -15 -16 27 -21 -6 -1 -14 -25 -24 -3 -7 -2 30 31 -30 -33 34 -31 -36 -37 38 -35
right_child=28 2 -4 4 5 19 7 8 -10 -11 -12 13 23 15 18 16 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 33 -32 32 -34 37 35 36 -38 -39 -40
leaf_value=0.013251599297653537 -0.00011974202820932026 0 -0.0015152358794407992 -0.012775637678224995 -0.019639516008562237 -0.0090389172722821886 0.0020644478767628976 -0.012436382920616789 0.0020782120931400272 0.003306275793593045 0.023441490281827876 0.01237957325473789 0 -0.0069554379692742061 0.0016707176958796017 0.0067521767369752572 -0.0039646032877465077 0 -0.010477624357231669 0.012480587145742883 0 0 -0.0023556905477724118 -0.01024177760372592 0 0.0069456020423539419 0.018221942847339218 0 0.011181194855237473 0.0056628708781980945 0.014341642828045918 0.00050078860575382726 -0.012524727997810157 -0.011284050577759783 0.0013336579918287394 -0.0092951198163882809 0.00066035623728290043 0.0018297463067101468 0.0015542029681329264
leaf_weight=299.7763508065691 27784.710143545992 10.599604201968759 7.3709191558882585 62.622150992669049 64.112546060045133 17.050271481450185 87.975079990952509 54.879374669049866 84.178319382714108 6.7570836028899057 16.864002562651876 211.55150204454912 111.4765387061052 679.53856044563145 583.92949874224723 242.00138955569128 117.4712548450334 324.63677215481584 18.959116646146867 14.272834000643345 3.9721036020782767 16.240589539767825 38.16465043235803 183.70734220164013 14.054749919312597 34.629546589450911 48.975381900090724 7.1467990072269449 96.519405685470701 381.11203428604495 101.17728946497664 77.484530010624439 72.834164514773875 241.46411608997005 361.54049346708416 817.74812468014716 297.86878127651289 3345.958195625637 285.69891836310853
leaf_count=38186 1738052 519 512 8867 13891 2024 9811 5190 7436 933 1704 42654 10585 96650 69397 23877 10148 39028 2090 1493 366 3974 3596 39225 1672 2490 2568 890 10782 99267 8830 2986 3329 96552 34271 112961 6102 210403 100995
internal_value=0 0.000466814 0.0120989 3.47535e-05 -0.00382492 -0.0115665 0 0.00300774 -0.00306585 -0.00766536 0.0121783 0.000771243 0.00315734 0 0.0040998 -0.00250343 0.00244417 -0.00460838 0.000336122 0 0.007211 -0.0170659 0.0112911 -0.00604445 -0.00848213 0 0.0170758 -0.00641329 -2.20291e-05 0.000373388 0.00645647 0.000629258 -0.00518051 0 -0.0020353 -0.00430271 -0.00637184 0.000928203 -0.00400688
internal_weight=0 3362.91 66.9459 3295.97 436.071 122.795 313.276 243.897 139.058 69.3792 104.839 2859.9 681.809 2178.09 814.44 1363.65 359.473 1004.18 602.889 42.442 18.2449 80.3531 372.571 309.239 197.762 72.7942 59.575 24.1971 33864.1 6079.41 348.015 246.838 150.319 5731.39 1858.27 1477.16 1115.62 3873.12 527.163
internal_count=2864306 439776 3599 436177 56579 22638 33941 24141 12626 9800 11515 379598 95754 283844 114141 169703 34025 135678 71487 4773 1859 17865 44272 51482 40897 6086 3087 2914 2424530 686478 25927 17097 6315 660551 252601 153334 119063 407950 197547
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=25276934 1 3 432 1 356 169 1 1 1 512 512 482 8 6308200 786776 2 1 278857
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=40
num_cat=19
split_feature=2 7 8 0 0 1 3 3 0 1 1 0 3 11 3 3 0 1 0 0 1 0 0 1 7 2 2 3 3 2 13 0 7 0 7 10 3 2 3
split_gain=0.0834581 1.10141 1.7662 1.55533 3.84684 1.81614 0.99555 0.890518 1.21271 0.83093 0.695708 1.04035 1.63864 0.94167 0.917495 0.915174 1.19878 0.632937 0.561921 0.318275 0.345036 0.265355 0.239493 1.66746 2.14074 2.3254 2.19677 2.10583 2.34548 2.4873 1.89566 2.17364 1.71415 1.68836 3.18375 2.99768 1.62531 1.58271 0.996467
threshold=0 1 2 14.500000000000002 7.5000000000000009 3 5.5000000000000009 1.0000000180025095e-35 102.50000000000001 4 5 4.5000000000000009 1.5000000000000002 6 2.5000000000000004 5.5000000000000009 3.5000000000000004 7 1.5000000000000002 3.5000000000000004 8 15.500000000000002 7.5000000000000009 9 10 11 12 6.5000000000000009 2.5000000000000004 13 14 11.500000000000002 15 8.5000000000000018 16 17 1.5000000000000002 18 2.5000000000000004
decision_type=9 1 1 2 2 1 2 2 2 1 1 2 2 1 2 2 2 1 2 2 1 2 2 1 1 9 9 2 2 9 1 2 1 2 1 1 2 9 2
left_child=1 10 3 4 5 -3 17 -5 21 -7 15 14 13 -13 18 16 -1 -6 -12 20 -16 -9 -2 24 25 -24 30 28 33 -30 36 -32 -31 34 -25 -35 -26 -29 -27
right_child=22 2 -4 7 6 9 -8 8 -10 -11 11 12 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 23 27 26 38 -28 37 29 32 31 -33 -34 35 -36 -37 -38 -39 -40
leaf_value=0.01207628937859183 0.00011479233317142535 -0.011504056647503542 0.01130207065573079 0 0 0.0051279821167795128 0 0 0 -0.0027182383784762933 0 0.022550558442856066 -0.0040298728695096304 0 0.0094995135885138152 -0.0048396850865675013 0 0.019400495563492132 -0.015486088455448561 -0.001167665504289735 0 -0.027805753543880714 -0.00777088586977302 0.0051017973584103066 -0.0024169583770300754 0.01828845809784746 -0.013389243107041138 0.0028487038161232169 0.021259829515083095 -0.0074391792930431164 0 -0.020489770235105384 0.0058575088120237902 -0.0022730337464004977 -0.014081865766493187 0.0079202624843088282 0.0094635533897603069 -0.022074283660170183 0
leaf_weight=192.21996019790276 32357.962569061645 221.97010723985841 52.879786234814674 14.899414129700743 21.16054377387627 100.26684260156617 4.7180355328309806 3.9929453746590289 1.6704116134205822 877.20928462757001 68.56921381835491 29.243661019252613 22.703250876525999 11.023501821327953 36.322629688220331 12.905715278742717 70.046815375699225 70.533226059400477 52.218707618361805 4.322838455787859 3.344969394573126 31.901694530475652 31.49458376551047 88.738785623689182 306.87060563190607 80.026419488713145 262.11184034735197 6.4840252401481848 68.097375672688941 75.02622951491503 63.044517487054691 70.678364852443337 367.73562772462901 799.35428621912433 184.41479984194302 398.53280460368842 134.06357009423664 28.823476881108945 10.372692342963999
leaf_count=30438 2353786 55073 2941 1455 2453 25751 464 408 174 174742 20089 3312 2378 838 4128 1890 6696 7001 7063 423 6721 3847 1965 4060 14329 2858 26619 442 4924 2838 1614 2603 12489 56332 8872 5179 4828 1702 444
internal_value=0 -0.000644689 -0.00220222 -0.00319995 -0.0020354 -0.00389413 0.014152 -0.0171215 -0.0221267 -0.00144859 0.00298477 -5.5359e-05 0.00746423 0.0171679 -0.00517909 0.00614051 0.00835869 0.017025 -0.00966944 0.00201729 0.00702389 -0.0261924 2.74001e-05 -0.00081462 -0.00420376 0.00581812 -0.00620467 0.000704595 0.00140977 0.0070827 -0.0017815 -0.0111984 0.00255326 -0.000462638 -0.0072682 0.000984571 0.000930963 -0.0166414 0.0137846
internal_weight=0 1904.12 1401.2 1348.32 1295.86 1199.45 96.4118 52.4645 37.5651 977.476 502.921 227.749 62.9704 40.2672 164.778 275.172 262.267 91.6938 120.788 43.9904 39.6676 35.8946 35333.8 2975.87 958.663 121.894 836.769 2017.21 1981.9 510.859 574.657 133.723 442.762 1471.04 273.154 1197.89 440.934 35.3075 90.3991
internal_count=2864169 358285 274309 271368 265484 255566 9918 5884 4429 200493 83976 44952 6528 4150 38424 39024 37134 9454 27152 11272 10849 4255 2505884 152098 55260 5267 49993 96838 94694 20251 23374 4217 15327 74443 12932 61511 19157 2144 3302
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=10240009 10 1 81 34 836 1 262 176 85 8 2097750 66400 6278 1 2 6 1 80
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=40
num_cat=21
split_feature=1 2 0 7 2 1 3 3 0 7 0 0 2 3 0 7 0 2 0 3 7 2 1 7 7 0 0 7 1 2 0 0 7 3 0 5 3 2 2
split_gain=0.101332 0.330699 0.156904 0.231353 0.107687 0.447971 1.198 1.38308 0.935304 1.59793 1.25177 0.967824 0.894378 0.852298 0.835874 0.647789 1.03261 0.577431 0.535346 0.4888 1.78896 1.94604 0.930195 2.18305 0.946092 0.855639 0.820959 1.14495 1.17397 1.08858 0.798236 0.488071 0.483938 0.389627 0.213356 1.88952 9.42812 4.15815 3.51414
threshold=0 1 11.500000000000002 2 3 4 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 8.5000000000000018 6 6.5000000000000009 14.500000000000002 7 4.5000000000000009 8 1.0000000180025095e-35 2.5000000000000004 9 10 11 12 13 2.5000000000000004 6.5000000000000009 14 15 16 1.0000000180025095e-35 7.5000000000000009 17 8.5000000000000018 7.5000000000000009 18 1.5000000000000002 19 20
decision_type=1 9 2 1 9 1 2 2 2 1 2 2 9 2 2 1 2 9 2 2 1 9 1 1 1 2 2 1 1 9 2 2 1 2 2 1 2 9 9
left_child=1 -1 3 -3 5 6 8 15 10 11 17 -10 13 -9 -11 16 -8 -2 -14 20 21 30 23 -22 -24 -23 27 28 -21 -29 -7 -17 33 -28 -6 38 -37 -38 -36
right_child=4 2 -4 -5 34 19 7 12 9 14 -12 -13 18 -15 -16 31 -18 -19 -20 26 22 25 24 -25 -26 -27 32 29 -30 -31 -32 -33 -34 -35 35 36 37 -39 -40
leaf_value=0.00071743765113610957 0.0097227629354612148 0 0 -0.010241322455475366 5.6268867424141187e-05 0.017943383202566433 0.010905067807163594 0.014672873681780527 0 -0.016299307416028808 0.017216460183390927 0.019111461657753119 -0.010101488653179679 0 0 -0.0062846365359379101 -0.005158928698290861 -0.0029878657160903196 0.002500859521989474 0.015553354998054778 0.0021679418819362394 -0.011424371168933386 0.00066024836874817089 -0.011555712607156675 -0.0086917224484188895 0.00094149339874994512 0.01586186426036405 0.010138286822928659 -2.9781819123676594e-05 -0.0027941113107650172 0.0026121963504970452 0 0 0 -0.001810682175805397 -0.02014318943597207 -0.012367199470636353 0.017992527205727523 0.007107929204431246
leaf_weight=7.6563181551609887 10.105743013351455 12.83578910214419 3.0985986803716505 43.314413665884786 31164.389345796917 68.151928665854939 52.653319440389168 101.27268088696292 55.258288986660773 39.75987141704536 103.22549057401193 17.490846663713455 18.912699294422055 21.64355638663983 6.2798185427673152 348.25948600594711 24.546985949331429 76.238954589563946 31.272808620298747 55.574170231804601 510.45621812308673 57.606611924027675 70.640234690843499 104.46791542359279 389.40721625112928 46.596509210212389 54.216315229830798 27.14036607188973 37.646271017598337 592.19451706842665 168.16846808054834 56.527301045047352 9.8232640146743488 1.1836984817055043 1965.6944613714586 209.80508768964501 21.403073035413399 114.76311569122481 525.46111367229605
leaf_count=13091 3761 11424 1620 43005 2216133 10868 10556 11584 5077 3703 14703 1664 6672 2386 471 70689 2732 16956 5284 7622 56100 8918 10062 11399 64861 4270 4272 7875 3744 69371 18282 7664 774 121 55887 26527 2183 9163 42659
internal_value=0 -0.00303188 -0.00663297 -0.00863583 3.29082e-05 0.000590141 0.00235856 0 0.00721592 0 0.0110832 0.00787242 0.0068759 0.0106642 -0.0102228 -0.00287388 0.00272982 0 -0.000453026 -8.06768e-05 -0.0013042 0.00433639 -0.00343983 -0.000268844 -0.00671784 -0.00436007 0.00173939 0.000132587 0.00888893 -0.00119171 0.00933276 -0.00470186 0.0105708 0.0127382 -1.06455e-05 -0.000843235 -0.00746132 0.0103823 3.4739e-05
internal_weight=0 66.9051 59.2488 56.1502 37158.2 3156.72 963.448 655.089 308.359 118.789 189.57 72.7491 173.102 122.916 46.0397 481.987 77.2003 86.3447 50.1855 2193.27 1415.5 340.524 1074.97 614.924 460.047 104.203 777.779 712.555 93.2204 619.335 236.32 404.787 65.2233 55.4 34001.5 2837.13 345.971 136.166 2491.16
internal_count=2864133 69140 56049 54429 2794993 442441 163902 117567 46335 10915 35420 6741 25926 13970 4174 91641 13288 20717 11956 278539 184760 42338 142422 67499 74923 13188 93779 88612 11366 77246 29150 78353 5167 4393 2352552 136419 37873 11346 98546
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=2 2883600 2 29995076 596 1 12587072 12 17375236 2 98372 288 1 4 12 168 40960 3 2 263296 279088
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=40
num_cat=19
split_feature=2 0 1 3 1 12 3 0 1 11 3 1 3 3 11 0 0 11 0 0 1 1 10 12 3 10 3 3 3 3 3 0 12 7 3 5 1 3 8
split_gain=0.17104 0.707069 2.24834 2.68523 2.05174 1.23047 2.95807 1.22333 2.96922 1.52442 1.31238 1.27863 2.23396 1.94968 1.19631 1.06065 1.57211 1.00638 2.02926 1.70125 0.977722 0.899032 0.659138 1.04133 0.617576 0.353406 0.364417 0.330418 0.257243 0.407819 0.207686 0.203604 0.592731 0.20315 0.19743 0.192212 3.63511 3.44569 4.17406
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 2 3 1.5000000000000002 1.5000000000000002 4 5 1.0000000180025095e-35 6 2.5000000000000004 1.0000000180025095e-35 7 1.5000000000000002 2.5000000000000004 8 2.5000000000000004 7.5000000000000009 9 10 11 12 4.5000000000000009 13 10.500000000000002 7.5000000000000009 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 14 15 6.5000000000000009 16 17 2.5000000000000004 18
decision_type=9 2 1 2 1 1 2 2 1 1 2 1 2 2 1 2 2 1 2 2 1 1 1 1 2 1 2 2 2 2 2 2 1 1 2 1 1 2 1
left_child=1 2 3 -1 22 7 17 8 9 -6 -10 13 -13 -9 24 21 -17 19 -19 -7 28 -8 23 34 -4 26 30 33 29 -5 -16 -24 -33 -22 -3 36 -2 38 -38
right_child=35 4 14 20 5 6 15 11 10 -11 -12 12 -14 -15 25 16 -18 18 -20 -21 27 -23 31 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 37 -39 -40
leaf_value=0.012415975828051051 0.0056054151188887832 -0.012425083678355273 -0.012655265578949623 0 0.0098320445027033632 -0.022240563345303416 0.015689949464342164 -0.008430877572145121 0 -0.0063382556320930499 -0.018234316885967168 0.015353725187545412 0 0.0058920273831366875 0 -0.013348495313649523 0.0054651056979571656 0.016102419999128068 -0.013081358364941762 0.00055413175749205327 0 -0.00030115509973289631 -0.0015624898890561094 0 0 0.0086587630933207781 0.0036361503877032557 0 -0.0018070911610683187 0.0096722759128735399 -0.0085360330476069324 0.013267845029718348 0 -0.015082060870058721 0 0 -0.0049338864815975138 0.0028970670159078949 0.018197923990302733
leaf_weight=127.17914810484581 1087.6961974443402 194.35629183819401 269.05927616925692 13.202615335278095 179.25129206691417 82.886290210997686 53.696390287950635 104.85902664484456 27.823900005329051 33.691730667283991 82.121811218279618 238.0298373669284 105.16181000135111 261.12674729782157 7.8644189827027722 38.712369643384591 86.43963105394505 14.570603834465144 21.050937624182552 10.407106724102048 14.567144004678994 11.005807777051812 19.421088363043964 40.742740342742763 33.217292762969009 14.850538650061933 0.86694960645399888 6.0907810350618083 5.5857762687373897 41.061781192867784 45.268381286994554 14.551727633457631 8.3716255333274603 52.742401354196772 6.5704374117485704 30862.323927126097 1734.8587886973055 1226.6380606885868 47.76422331482172
leaf_count=39909 87911 29252 80400 4000 34727 8768 6418 12104 10162 3265 20790 45588 19085 25035 854 4261 6095 1198 1106 588 7094 1085 1450 4272 10078 1148 94 1150 615 11721 4644 524 253 28725 845 1901115 269009 176126 2665
internal_value=0 -0.000807811 -0.00359592 0.00258299 0.000129599 0.0019651 -0.00276546 0.00376402 -0.000524059 0.00535169 -0.0122618 0.00606427 0.0101887 0.000685607 -0.00840351 0.00397481 0 -0.0134562 0 -0.0177484 -0.00536309 0.0121933 -0.00684345 -0.00904973 -0.0112053 0 -0.00142855 -0.0112572 0.0010119 0.00552245 -0.00640222 0 0.00601594 -0.013997 -0.0118929 7.82315e-05 0.00071949 -0.00100087 -0.00385765
internal_weight=0 2266.41 631.557 260.43 1634.85 1350.84 318.769 1032.07 322.889 212.943 109.946 709.177 343.192 365.986 371.127 189.854 125.152 128.915 35.6215 93.2934 133.25 64.7022 284.014 241.669 302.277 68.8503 53.9997 73.4003 59.8502 54.2644 53.1328 42.3444 22.9234 67.3095 200.927 34959.3 4096.96 3009.26 1782.62
internal_count=2864129 427303 190432 93214 236871 200275 29519 170756 68944 37992 30952 101812 64673 37139 97218 17859 10356 11660 2304 9356 53305 7503 36596 34369 90478 6740 5592 36969 16336 15721 5498 2227 777 35819 30097 2436826 535711 447800 271674
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=20463757 632 80 1 804 1 768 1 1 80 392 1 1 1 1 10 1 768 1
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=40
num_cat=20
split_feature=1 2 0 7 7 2 8 10 1 0 0 1 7 3 0 1 1 0 0 3 3 0 3 0 3 3 2 0 7 3 7 3 13 1 0 1 3 10 1
split_gain=0.0986002 0.356891 0.240119 0.377806 0.105805 0.0999733 0.740628 1.40091 1.49546 0.763339 0.533149 0.467665 0.964207 0.635708 0.551784 0.800672 0.542494 0.540782 0.438949 1.09407 0.689622 0.418033 0.406106 0.448682 0.235905 0.224274 0.338603 0.619614 0.649031 0.571729 0.376498 0.341387 0.372152 0.581776 0.302126 0.297825 0.296205 1.69702 1.18262
threshold=0 1 11.500000000000002 2 3 4 5 6 7 1.0000000180025095e-35 4.5000000000000009 8 9 5.5000000000000009 15.500000000000002 10 11 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 44.500000000000007 5.5000000000000009 9.5000000000000018 12 1.0000000180025095e-35 13 17.500000000000004 14 20.500000000000004 15 16 1.5000000000000002 17 8.5000000000000018 18 19
decision_type=1 9 2 1 1 9 1 1 1 2 2 1 1 2 2 1 1 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 1 1 2 1 2 1 1
left_child=1 4 3 -3 -1 6 11 8 -8 24 -10 13 22 14 21 -16 -15 -18 20 -20 -14 -2 -13 -24 -9 36 27 30 29 -29 -27 32 33 -28 -30 -32 -7 38 -38
right_child=5 2 -4 -5 -6 25 7 9 10 -11 -12 12 18 16 15 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 31 28 34 -31 35 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.0049026331134885085 0.0011920274974379481 0 0 -0.011626405482603417 0 -1.4794082712559445e-05 -0.00026893410254570654 0.0099670708934116482 0.032901511113695575 -0.012279750332727902 0 0 0.0022123309850226912 0.010709002289332976 0.013810571884524284 -0.0005866660900253136 0.007330351766899031 -0.0064860023180067913 -0.0049023181542735697 0.0052954133160833658 -0.0052206472742265175 -0.0019204631979815824 -0.015098077954073103 0 0 0 0 0.0098211262571211086 -0.0087619871025777004 -0.00028011921147578248 0 0 0 -0.015575336295546586 0 -0.011447558139149204 -0.0089777328679794249 0.014810585067406524 0.0067452953884589752
leaf_weight=6.7084758051314548 1177.8065690824697 12.245914226987225 2.6505967914999919 43.489722171882022 1.7908918522152815 33726.369081673867 11.949125457089394 4.4416915019974139 16.453457414289009 13.820351317524908 1.5601591998711217 21.419531757506775 113.34833076671202 83.068782423710218 32.715064292831812 14.175436571706085 16.531345787967439 39.11398765607737 99.097778524359455 311.6518390931742 294.40841119458491 638.11347955197562 63.703712796588661 0.45461160407285106 1.4552279561758039 13.255409622710431 10.933402719791045 115.91612302881549 17.832416246747016 5.0097192401590283 23.655402986623812 3.1964938006858565 17.046204078476876 38.96795305692649 23.520349816186354 49.99981917803234 74.063567850505933 58.5359574444592 28.945935394382104
leaf_count=11781 145838 10839 1200 41687 3205 2378039 949 202 1384 432 99 3736 26870 8101 3788 1659 2332 3967 11580 40699 59117 60408 10592 76 109 1062 1434 6823 1230 409 1461 398 1461 4852 1590 3330 5621 2278 3483
internal_value=0 -0.00301192 -0.0068283 -0.00935767 0.00102846 2.15213e-05 0.000579308 0.0101956 0.0192652 -0.000861054 0.0253245 0.000212157 -0.00150099 0.00114614 0.000438029 0.0087456 0.00717641 0 0 0.00198822 -0.0024591 0 -0.00969022 -0.0133865 0.0054404 -1.85285e-05 -0.00254042 0 0.00316071 0.00697995 -0.0060472 -0.00715615 -0.00996015 -0.0129207 -0.00264916 -0.00841085 0 0.00392752 -0.00194702
internal_weight=0 66.8856 58.3862 55.7356 8.49937 37162.5 2955.29 49.68 29.9627 19.7173 18.0136 2905.61 904.084 2001.52 1862.81 46.8905 138.714 55.6453 818.506 410.75 407.757 1815.92 85.5779 64.1583 5.89692 34207.2 319.333 249.189 162.279 120.926 86.9106 70.1441 66.9476 49.9014 41.3528 73.6552 33887.9 161.545 103.01
internal_count=2864121 68712 53726 52526 14986 2795409 381938 3175 2432 743 1483 378763 152670 226093 211693 5447 14400 6299 138266 52279 85987 206246 14404 10668 311 2413471 24050 15905 10052 7232 5853 8145 7747 6286 2820 4791 2389421 11382 9104
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=2 2884624 2 5 16884358 1 1 256 424 4 160 288 14944288 5 2 1 552 72 1 448
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=40
num_cat=18
split_feature=2 3 1 0 0 1 7 0 5 3 7 0 0 13 8 1 1 3 13 0 1 0 13 0 3 0 0 3 0 3 0 0 5 3 1 2 0 7 8
split_gain=0.0925689 0.985562 2.64075 2.52188 1.64231 1.07325 2.42099 1.57186 1.44371 0.824976 0.787904 0.727845 0.699565 0.666339 0.608316 0.543288 0.527808 0.311794 0.293978 0.26439 0.251653 0.241278 0.220566 0.214677 0.212877 0.209644 0.199021 0.328465 0.22979 0.198775 0.187387 0.138952 0.116592 0.106878 3.17751 2.62283 3.69293 2.16768 1.88921
threshold=0 1.0000000180025095e-35 1 9.5000000000000018 1.5000000000000002 2 3 1.5000000000000002 4 1.5000000000000002 5 4.5000000000000009 4.5000000000000009 6 7 8 9 12.500000000000002 10 29.500000000000004 11 10.500000000000002 12 8.5000000000000018 8.5000000000000018 32.500000000000007 6.5000000000000009 3.5000000000000004 17.500000000000004 9.5000000000000018 55.500000000000007 29.500000000000004 13 1.0000000180025095e-35 14 15 1.0000000180025095e-35 16 17
decision_type=9 2 1 2 2 1 1 2 1 2 1 2 2 1 1 1 1 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 1 9 2 1 1
left_child=1 2 4 20 -1 6 8 13 12 18 16 24 17 14 29 -12 21 -3 31 -6 22 -9 32 -14 -10 -13 27 -11 -28 -7 -17 -8 -4 34 35 36 37 -2 -37
right_child=33 5 3 -5 19 7 9 10 11 26 15 25 23 -15 -16 30 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 38 -38 -39 -40
leaf_value=0.0014666456844546192 0 0.01580682565384833 0.006322861209632877 -0.010511110617102875 -0.018370817526190648 -0.01094024532003221 -0.01671296300000346 0.0029223975839332665 -0.0096912260897864411 0 0.001333564973627704 0.0084070153396737009 -0.00373874258419786 0 0 -0.0071817787455453006 0.012534282113019346 0 0 0 0.01480315889468552 -0.0066198998031887103 -0.003956193189375388 0.0052501021335213532 0 0 0.010098547894798584 -0.0072479140376300296 0 0 0 0 0 0.00010217096752831008 -0.001322429227795162 0.0044867067780058872 0.00078287714553326889 -0.024876348880293817 -0.0028592285931624347
leaf_weight=54.620357177831465 41.075883242963755 162.63896130539069 39.306918120011687 14.46219507959904 41.824592135526473 277.73398076424201 37.110822072703741 54.970718231401406 47.412343347172282 44.972910250988207 149.65355761218234 29.89280199138739 24.691849152790383 72.391848708270118 8.2902493743458745 122.88452639793104 45.894649110057799 0.92831904208287497 3.226219479693099 0.28275507513899256 214.85570988435938 8.4978155173594114 8.3855750323273224 20.148634827346541 0.83738133643055235 1.413881160202435 7.1644177236012165 42.007500360632548 1.3417109138681551 2.189863224499276 0.61993468017317255 0.62590484536485647 1.0119853755459178 24167.102566971287 8300.8936678276114 2492.6342873142275 277.27442642227106 70.201292979560094 333.59524370729923
leaf_count=12983 6650 20865 3881 1360 5493 46254 5299 5921 15389 8023 15388 5733 2080 8806 825 17354 6245 129 307 38 37765 1332 775 1854 164 364 767 5998 227 408 78 115 114 1728318 629065 213069 32016 17481 5181
internal_value=0 0.000767974 0.00510344 0.0100288 -0.00602498 -0.000459657 0.00306866 -0.00290576 0.00834923 -0.00574172 0.000878454 0 0.0126281 -0.00752156 -0.00950705 -0.00130194 0.00716438 0.0152496 -0.0142532 -0.017306 0.0134785 0 0 0 -0.00810617 0.00590356 0 -0.00206341 0.00622503 -0.0106033 -0.00587524 -0.0160071 0.00477732 -8.46351e-06 -0.000266297 0.00235213 -0.00472069 -0.018146 0.00348148
internal_weight=0 1542.29 374.75 278.022 96.7277 1167.54 424.414 743.127 287.964 136.449 382.521 79.5564 208.408 360.606 288.214 273.158 109.363 163.567 40.9629 42.1073 263.56 63.4685 48.7045 44.8405 48.2497 31.3067 95.4865 86.9804 8.50613 279.924 123.504 37.7367 40.3189 35682.8 11515.7 3214.78 388.552 111.277 2826.23
internal_count=2864114 232334 62409 43895 18514 169925 67314 102611 46578 20736 46318 21650 24928 56293 47487 32820 13498 20994 5721 5531 42535 7253 4770 3934 15553 6097 15015 14021 994 46662 17432 5414 3995 2631780 903462 274397 56147 24131 218250
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=21606402 137 169 9 2 6 1 1 260 272 1 512 1 2 137 2756 6 1
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=40
num_cat=22
split_feature=0 13 2 1 3 2 0 7 1 2 1 12 0 3 2 3 2 1 0 7 2 0 2 2 2 3 7 2 0 3 12 0 0 3 2 3 12 3 3
split_gain=0.0821437 1.207 6.19358 3.85816 5.25643 4.18535 2.66454 3.70517 3.31726 2.47654 3.602 2.40049 3.12219 2.11996 5.13634 3.08211 4.59998 2.04869 4.06372 2.5673 2.3496 3.97645 2.19341 2.13261 1.88609 3.50706 2.30531 1.78272 1.89052 2.92319 1.67788 1.6522 1.63524 1.47719 1.43159 1.34153 1.33975 1.33852 1.26579
threshold=2.5000000000000004 0 1 2 2.5000000000000004 3 6.5000000000000009 4 5 6 7 8 6.5000000000000009 1.0000000180025095e-35 9 1.5000000000000002 10 11 5.5000000000000009 12 13 4.5000000000000009 14 15 16 1.5000000000000002 17 18 10.500000000000002 1.5000000000000002 19 9.5000000000000018 4.5000000000000009 3.5000000000000004 20 2.5000000000000004 21 4.5000000000000009 1.0000000180025095e-35
decision_type=2 1 9 1 2 9 2 1 1 9 1 1 2 2 9 2 9 1 2 1 9 2 9 9 9 2 1 9 2 2 1 2 2 2 9 2 1 2 2
left_child=-1 9 6 24 11 -6 -3 -8 -9 17 27 12 -5 14 -12 32 -17 18 23 -19 38 -22 31 30 26 -26 37 28 29 -11 -2 -20 -15 -25 -13 -28 -27 -4 -21
right_child=1 2 3 4 5 -7 7 8 -10 10 13 34 -14 15 -16 16 -18 19 22 20 21 -23 -24 33 25 36 35 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.00010801442272204128 0.018457397576668842 0.0010140814496988971 -0.0041914876046435659 0.0024782705800189845 0.00096432814419376053 -0.032169792796612771 -0.0044525736823750528 0 0.026423195203101536 0.012978761601876474 0.0066801407956931964 0.012168828408645601 -0.018235358899855062 -0.00099851727725546553 -0.01899613475821945 -0.010866265399768701 0.0052842349007631876 -0.0026985128426474155 -0.0064013407688099551 0.00015496611466719011 0 0.016103451434909027 -0.017593001229714595 0.0024347662237098442 -0.016708740290710965 -0.0051627584312938278 0.0085498189191642107 -0.0020993385704130003 -0.0054494460962693598 0.00040066568809841801 0 0.0051498332462574436 -0.019129639367915004 -0.0052581188895299159 -0.0062421770598930426 -3.2489380238378707e-05 0.0070448522510467848 0.0039428815236425057 0.0045364314020450366
leaf_weight=24446.598440831076 106.99192514576134 471.98234468279406 1011.5290770505089 87.273792638268787 34.420848372625187 116.40012471785303 53.428996126633137 70.481668075080961 147.26961294130888 342.45656222330581 308.45762052404461 89.846281454432756 120.08931007178035 109.19833667950297 59.383679471648065 303.82043480021821 302.42256307420757 551.9774961918738 370.13142944389256 1278.4474387163937 273.97588716053724 377.80612988161738 127.03048854836379 1098.0445469978295 188.28736788313836 188.5659420506563 359.28111372026615 649.39664570338937 112.3069108267664 475.39634837208723 34.818796668201685 126.46065058442764 252.4243712118041 279.62959985304042 11.925144144799559 217.18335192499217 122.56501100491732 189.34344377787784 1767.4048465031956
leaf_count=2162714 11911 23259 23141 4743 2563 4712 2993 3238 7533 28475 28432 2453 6542 12422 9349 25614 34062 21887 8515 43672 28855 37579 11879 41711 11525 11691 7875 78523 11316 35763 2279 2893 33691 9433 806 6189 5207 5139 53586
internal_value=0 0.000204466 -0.0013452 -0.00361266 -0.0117009 -0.0257691 0.00639691 0.0139477 0.0190756 0.00081841 -0.00152767 -0.00262534 -0.00904225 -0.00532703 0.000351497 -0.00778489 -0.00255657 0.0019365 -0.000462441 0.00320927 0.00419088 0.00969587 -0.00718182 0.00218436 -0.00167535 -0.00686093 0 0.00155212 0.00439209 0.00629416 0.0124645 -0.00271273 -0.0149166 0.000577323 0.00725462 0.00489931 0 -0.0025794 0.00280524
internal_weight=0 12787.9 3479.87 2736.71 459.956 150.821 743.163 271.18 217.751 9307.98 2915.26 309.135 207.363 1335.71 367.841 967.866 606.243 6392.72 2143.11 4249.61 3697.63 651.782 623.623 1519.48 2276.76 499.418 1777.34 1579.56 930.16 817.853 141.811 496.592 361.623 1377.67 101.771 576.464 311.131 1200.87 3045.85
internal_count=2864170 701456 129609 92586 21819 7275 37023 13764 10771 571847 297647 14544 11285 143570 37781 105789 59676 274200 88621 185579 163692 66434 23287 65334 70767 28423 42344 154077 75554 64238 14190 11408 46113 51144 3259 14064 16898 28280 97258
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=1 13186321 960 2562 8 640 24394284 838 1 8454608 524433 769 4 4198432 2371616 4456968 102 1 1042 1 2099872 1
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=40
num_cat=25
split_feature=2 1 2 11 10 8 1 11 5 3 2 2 0 5 1 2 3 2 2 1 3 3 3 0 0 0 10 5 0 2 1 3 4 4 2 1 3 3 3
split_gain=0.0763971 1.32449 2.12812 1.21137 1.19174 5.2772 2.40379 5.12553 4.42461 5.3756 4.13771 3.68358 3.1375 1.96007 1.68985 1.59781 1.27384 5.51904 4.31566 2.47096 1.32844 1.22042 1.18665 0.977518 0.868344 0.789084 4.9694 8.55192 6.92522 7.76553 6.62619 3.53715 3.7321 3.47027 3.60603 3.30435 6.11038 3.7975 2.79362
threshold=0 1 2 3 4 5 6 7 8 1.0000000180025095e-35 9 10 1.5000000000000002 11 12 13 2.5000000000000004 14 15 16 6.5000000000000009 8.5000000000000018 3.5000000000000004 13.500000000000002 8.5000000000000018 1.5000000000000002 17 18 2.5000000000000004 19 20 8.5000000000000018 21 22 23 24 1.5000000000000002 2.5000000000000004 2.5000000000000004
decision_type=9 1 9 1 1 1 1 1 1 2 9 9 2 1 1 9 2 9 9 1 2 2 2 2 2 2 1 1 2 9 1 2 1 1 9 1 2 2 2
left_child=25 2 3 22 5 6 8 12 9 -3 -10 -9 -8 16 -7 -15 18 23 -6 -20 -19 -16 -2 -18 -4 -1 35 28 29 30 -28 32 -30 34 -29 36 -27 -38 -37
right_child=1 4 24 -5 13 14 7 11 10 -11 -12 -13 -14 15 21 -17 17 20 19 -21 -22 -23 -24 -25 -26 26 27 33 31 -31 -32 -33 -34 -35 -36 38 37 -39 -40
leaf_value=0.00059738181626715436 0.022007278920826732 0.0027135095337511763 -0.011499069920662283 0 -0.013495425217462449 -0.00098163323436572495 -0.017345611013328772 0.011248657324148816 0.012671838115320591 -0.0046476545528516371 0 -0.0080783456715295115 -0.0027824038246521497 0.0023947389902977618 0.023854964287675695 -0.011467141674196784 0.022406410394070764 0.0024858211148698407 0.0089861331842569798 -0.00018588005544541532 -0.0082554712637864704 0 0 0 0.0037977812640372192 -0.0068523920122233271 -0.022847177993748569 0.023036001043539561 -0.00062682164956774178 0.010084396939641124 -0.0066042857514552206 0.026537010504080579 -0.01213504455381572 -0.00040725826253735749 -0.002703344343298034 0.0039908230207985401 0.014222455531875861 -0.00081093337044953391 -0.0009504800525564482
leaf_weight=14351.964825402116 88.972034160433395 1384.7494870210066 46.704961057872424 38.046481559344102 168.58689658809453 21.16385871078819 353.06817635073094 205.54780457090237 370.6075104821648 3050.2015786580159 800.77461272463552 113.70391018984083 358.01369733770844 73.167246996890754 105.73246237076819 173.14126488519832 150.48785442765802 1123.2496593031101 329.90650075953454 1150.2948767044581 89.756327618844807 5.0527012946549794 17.090495726024528 1.9710402702912677 11.292300063534638 1113.8388100683296 375.0478313700296 189.73294394602999 3452.8673797575757 143.32155656535178 1059.8340168031864 14.017364670988171 286.0844802800566 112.60531489364803 43.146085437387228 3784.0535290934276 244.40879070555093 339.43449013275676 1494.8217829756613
leaf_count=1080097 102035 152835 46313 4690 8378 1280 161040 19130 42918 345738 91169 13071 57507 6368 7852 8042 7604 43190 10862 43906 5404 504 29340 77 1837 88027 5532 4292 45636 7807 14667 825 4387 5518 2372 242447 20798 27282 103443
internal_value=0 -0.000239002 0.00700075 0.0131452 -0.000441921 -0.00121836 -0.00168735 -0.00607638 -0.000787278 -0.00227926 0.00452108 0.00349436 -0.0108276 0.00107378 0.0164611 -0.00677907 0.0018745 0.00409803 0 0.00184369 0.00125947 0.0200676 0.0183377 0.0199551 -0.00433907 8.09572e-05 -0.00048111 -0.00268793 -0.00373955 -0.00926351 -0.0115577 -0.00128226 -0.00167655 0.0117429 0.0181352 0.00127553 -0.00243707 0.00538115 0.00253285
internal_weight=0 10231.3 202.106 144.109 10029.2 6768.62 6636.67 1030.33 5606.33 4434.95 1171.38 319.252 711.082 3260.56 131.949 246.309 3014.25 1365.46 1648.79 1480.2 1213.01 110.785 106.063 152.459 57.9973 27005.2 12653.2 5676.66 5331.17 1578.2 1434.88 3752.97 3738.95 345.484 232.879 6976.56 1697.68 583.843 5278.88
internal_count=2864220 1211090 184215 136065 1026875 893044 883408 250748 632660 498573 134087 32201 218547 133831 9636 14410 119421 56275 63146 54768 48594 8356 131375 7681 48150 1653130 573033 91036 78854 28006 20199 50848 50023 12182 6664 481997 136107 48080 345890
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
cat_threshold=12694242 12 19485 1 1 1 960 1 2 3409152 788752 2 512 2097412 786445 786444 112 1 2 8388640 141 2 2 96 58
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=40
num_cat=21
split_feature=2 7 10 8 0 0 0 1 1 11 1 0 3 1 11 5 3 1 0 3 0 1 1 10 3 1 1 3 0 0 3 3 1 1 1 0 0 10 0
split_gain=0.0552775 1.33425 1.72789 2.86609 2.73124 5.39516 2.89553 3.92906 2.7683 2.07051 2.05455 1.76144 4.46414 1.6823 1.63484 1.20954 1.17162 2.38151 2.03671 1.76716 1.74003 2.68321 1.36291 1.38513 1.23616 1.2156 1.07857 0.87656 1.82218 0.697315 0.632915 0.939564 0.622014 0.60894 0.573877 0.562384 0.515892 4.75221 5.35717
threshold=0 1 2 3 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4 5 6 7 1.5000000000000002 1.0000000180025095e-35 8 9 10 1.5000000000000002 11 12.500000000000002 5.5000000000000009 3.5000000000000004 12 13 14 7.5000000000000009 15 16 3.5000000000000004 2.5000000000000004 90.500000000000014 1.5000000000000002 2.5000000000000004 17 18 19 6.5000000000000009 1.5000000000000002 20 2.5000000000000004
decision_type=9 1 1 1 2 2 2 1 1 1 1 2 2 1 1 1 2 1 2 2 2 1 1 1 2 1 1 2 2 2 2 2 1 1 1 2 2 1 2
left_child=1 13 3 9 8 33 10 -8 -4 11 -7 26 -13 30 -10 34 18 20 22 25 21 -18 35 -24 -21 -19 -3 28 -5 -20 -1 -32 -17 -6 -11 -15 -2 -38 -39
right_child=36 2 4 27 5 6 7 -9 14 15 -12 12 -14 16 -16 32 17 19 29 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36 -37 37 38 -40
leaf_value=-0.014341128854520442 0.00046827461278360681 -0.012179600787540799 -0.0021708226083444098 0.027420083621476493 0 0 -0.0079234349852834087 0.0060527788793562154 0.019481998020222956 0.0032223872529033555 0.019325318830649606 0.0078540326708151816 -0.0055481009611848568 -0.0038666439430004662 0 0.014727748720437348 0.011025343946145376 -4.9344206271675292e-05 -0.014402099893868994 0.013834970285957232 0.014664355672399824 -0.0057676487701270483 0.010189509302823814 0 -0.0029450035772294238 -0.0093039918665389059 -0.0043854951584740643 0 0 0 0.011153681719959029 -0.0087400841440589787 0 -0.012537675768292997 -0.0029699279922320971 0.007297668010106762 0.0011966782763870327 -0.007034040244193557 -0.00049389120271368643
leaf_weight=56.586234599570162 15763.770927567453 362.48085220296889 109.05950936861336 30.022378894267604 45.359646660741419 116.53820954915136 327.95122044626623 401.92167920153588 166.65717749088071 210.52214077061217 115.0229644626379 319.6730741916399 779.65079869379042 168.36647820312646 67.460439069662243 51.25020234240219 119.38534088883353 357.2426667191321 41.274288020998938 65.86807936905825 126.61195914624841 186.25778950631502 595.79128079676411 224.65568936383352 22.276931729604257 321.54831972293323 934.86699915665122 31.624863813281991 10.397994249360634 2.2572602606378487 14.746054997878671 20.125307785456243 28.062659982941113 292.77594850957394 315.69593943275686 20.716079303878359 8210.2410338814152 1789.6928278140258 4408.6797949327156
leaf_count=17614 1266462 94492 6630 2232 2296 5157 9721 10870 11011 22208 5337 48451 108142 16016 3595 5826 20397 28265 3206 6521 9245 22865 82941 8333 2223 38440 201217 2507 492 147 7739 9539 3324 13322 30797 1339 627743 37671 70110
internal_value=0 -0.000244652 -0.00124726 -0.00267165 0.00123165 -0.000706962 0.00290996 0 0.00884352 -0.00328278 0.0119498 -0.00462486 -0.00128013 0.00163444 0.0143142 0.00152462 0.00234564 0 0.00474483 -0.00311186 0.00582083 0.000453764 0.00596114 0.0076631 0.00738395 -0.0051968 -0.00714005 0.0133332 0.0195471 -0.0103064 -0.00898206 0 0.0111429 -0.0112051 0 -0.000423007 6.50303e-05 -0.000355373 -0.00245522
internal_weight=0 7060.7 4716.99 3074.25 1642.75 1299.57 961.434 729.873 343.177 3002.2 231.561 2396.67 1099.32 2343.71 234.118 605.531 2252.25 1199.19 1053.06 766.936 432.255 305.643 1009.53 820.447 88.145 678.791 1297.35 72.0452 40.4204 43.5315 91.4576 34.8714 79.3129 338.136 526.218 189.083 30172.4 14408.6 6198.37
internal_count=2864443 862457 587627 519688 67939 46703 31085 20591 21236 514457 10494 452302 156593 274830 14606 62155 239938 127956 111982 75449 52507 43262 108629 91274 8744 66705 295709 5231 2724 3353 34892 17278 9150 15618 53005 17355 2001986 735524 107781
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=9715993 6 1 1 672 576 1 320 19 1 2 612 516 544 1 256 113 720 104 172 1
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=40
num_cat=19
split_feature=2 5 1 1 7 0 0 3 3 0 0 3 3 7 1 0 1 0 0 3 0 4 0 0 8 0 3 7 0 3 11 7 3 2 1 2 7 5 1
split_gain=0.0712167 0.569882 1.62861 1.56291 1.77617 1.44032 1.37386 1.22052 1.26446 1.14691 1.24287 1.73653 0.822167 0.789864 0.670153 0.577617 0.512631 0.490155 0.81788 0.431528 0.365911 0.343461 0.293476 0.267085 0.254694 0.222447 0.220765 0.211926 0.190873 0.183739 0.395813 1.07941 0.831811 0.634277 0.45886 0.221485 0.436966 1.59546 0.531416
threshold=0 1 2 3 4 3.5000000000000004 4.5000000000000009 1.5000000000000002 7.5000000000000009 2.5000000000000004 8.5000000000000018 2.5000000000000004 7.5000000000000009 5 6 12.500000000000002 7 4.5000000000000009 12.500000000000002 7.5000000000000009 27.500000000000004 8 3.5000000000000004 102.50000000000001 9 14.500000000000002 1.5000000000000002 10 1.5000000000000002 9.5000000000000018 11 12 10.500000000000002 13 14 15 16 17 18
decision_type=9 1 1 1 1 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 1 2 2 1 2 2 1 2 2 1 1 2 9 1 9 1 1 1
left_child=1 3 7 4 6 19 12 17 23 14 11 -11 -1 -4 26 21 20 -3 27 -6 -12 -8 -15 24 -9 -18 -5 -19 -16 -2 35 32 -32 -34 -35 -31 37 -37 -38
right_child=29 2 13 9 5 -7 15 8 -10 10 16 -13 -14 22 28 -17 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 31 -33 33 34 -36 36 38 -39 -40
leaf_value=-0.012850889690467111 0 -0.0023980687437070176 0.0076730827188392628 0.0082412848980372815 0.014481391529018181 0 0.0160450464005856 -0.016041053902040636 0.0036368831832452779 -0.020141499473263401 0.013894286113629412 0 0.0014994908621857256 -0.0093442505831991297 -0.0083787937659069514 0 0 0 0 0 0 0 0 0 0 -0.0083735052431883131 0 0.016733326930285636 0 0.0056176434076168685 -0.0084604499794954414 -0.014724214572952497 -0.0012126458178842369 0 0.014226983293500722 -0.0048111614373274048 0 0.021197353247431796 -0.0082983641946021477
leaf_weight=85.876302993885474 35679.643650757687 73.117540602077497 144.32078629014359 89.522726288640115 236.02242807016592 114.06746133981505 20.470609832322225 141.91046847146936 3.7412438695318988 73.66788116114185 17.935763062560003 34.90756568138022 2.4840844578575334 16.282803690839504 27.806324084529482 3.4317657558713099 13.198536183015678 1.3467347512487322 3.831628182088024 11.567122907377778 2.3289539804682127 1.0432560099288881 6.0301214515056918 0.13159781089052458 2.2920959137845776 10.152484593621919 77.371466245072952 12.165659528342076 2.758394459320697 22.353433531010523 21.872394932841416 36.598482125496957 7.5077270657056943 8.5915810202714038 43.000355763826519 11.761356860064552 79.982490947411861 7.0409211958176465 86.82704686782381
leaf_count=8548 2651835 8119 44401 13646 25266 8800 1613 22977 451 7886 1554 2939 227 5733 15649 281 1266 118 454 1049 246 89 820 20 118 1034 10754 1108 1773 3120 1438 2657 775 511 2451 818 5256 648 7708
internal_value=0 0.000739872 -0.00185508 0.00239495 0.00606994 0.00948647 -0.00250815 -0.00711217 -0.0122721 -0.00199933 -0.00821647 -0.0133482 -0.00963501 0.00422838 0.00183739 0.00829709 0.000716763 0 0.00953966 0.0136171 0.00879967 0.0136219 -0.00386088 -0.0149602 -0.0154696 -0.00280255 0.00521397 0.0169406 -0.0051132 -2.17643e-05 -0.00228385 -0.00627604 0 0.00718923 0.010898 0 -0.00104654 0.00483398 -0.00396675
internal_weight=0 1229.78 405.171 824.613 474.963 361.657 113.306 238.537 148.075 349.65 152.191 108.575 88.3604 166.634 197.459 24.9456 43.6157 90.4616 17.344 247.59 20.2647 21.5139 22.3129 144.334 144.203 23.351 166.894 13.5124 30.5647 36005.2 325.536 117.571 80.9721 59.0997 51.5919 207.965 185.612 18.8023 166.81
internal_count=2864156 186939 84319 102620 45873 35115 10758 33365 23566 56747 14925 10825 8775 50954 41822 1983 4100 9799 1680 26315 1800 1702 6553 23115 23095 2300 24400 1226 17422 2677217 25382 7832 5175 3737 2962 17550 14430 1466 12964
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=13217920 2 400 400 2 3 610 548 2 1 4 1 1 854 280 2099782 4 2 336
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=40
num_cat=22
split_feature=2 8 10 1 13 7 2 1 0 0 0 1 0 1 2 1 10 2 2 2 3 0 1 3 1 3 0 7 3 0 0 3 3 2 1 4 3 3 0
split_gain=0.0902665 1.79919 8.07454 3.59815 5.06248 1.38507 3.90274 4.87334 2.96098 2.25767 1.98621 3.56164 2.30515 4.70147 4.89177 3.4696 2.35271 2.15071 1.9575 1.82749 1.5685 2.70241 1.85073 1.35042 1.30169 1.79831 1.76856 1.13201 1.11951 1.07688 1.06368 1.02102 0.958126 0.93529 0.50465 2.54536 2.50914 2.45399 3.2831
threshold=0 1 2 3 4 5 6 7 11.500000000000002 1.5000000000000002 1.5000000000000002 8 1.0000000180025095e-35 9 10 11 12 13 14 15 4.5000000000000009 2.5000000000000004 16 3.5000000000000004 17 1.0000000180025095e-35 1.0000000180025095e-35 18 13.500000000000002 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 19 20 21 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 1 1 1 1 1 9 1 2 2 2 1 2 1 9 1 1 9 9 9 2 2 1 2 1 2 2 1 2 2 2 2 2 9 1 1 2 2 2
left_child=34 5 3 -3 28 6 7 8 30 24 12 18 15 -14 -15 17 -17 -7 -12 23 21 -13 -22 -9 25 -8 -26 33 -5 -11 -2 -21 -29 -4 35 37 -37 -1 -39
right_child=1 2 27 4 -6 10 9 19 -10 29 11 20 13 14 -16 16 -18 -19 -20 31 22 -23 -24 -25 26 -27 -28 32 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40
leaf_value=0 0.00022108240964061255 0 0.011328755214033197 0.049549333709712151 0 0.010008807047740435 -0.0039062750060269011 0.0023450687854056178 -0.0025996726118943294 -0.018728071171335237 0.021820342545163927 0.0043561279555175197 -0.015353593928502702 0.0021714522657696159 -0.0078460129634768394 -0.0051705861442196696 0.0034916701981857808 0.00034046301055950119 0 0.0036606324386819367 0 -0.00085098653127946289 -0.011435803291891975 0.017953620533749014 -0.017860705597833666 0.019129513699827523 0.0047772496714811701 -0.014324158974800872 0 0 0.031416801189580276 -0.005908557658763039 0.00024341821605355538 -0.0051756890615067726 -4.2802008317120743e-05 -0.01210147218574862 0.0041541114878189496 0.02116576493037101 0.0026243037161436632
leaf_weight=643.60014958579995 34.559027156374214 79.647662336472422 27.008961611427367 50.465276577830082 20.248246009461582 341.34387509286171 14.669030797813319 332.61375543527538 15.583691475534577 108.6658802680904 82.136864692132804 1327.29600102533 325.30154488958215 968.8288895719852 859.87218979623867 1373.9691541810098 337.77277249330655 779.57567602634663 48.380999993834848 108.86202475783284 405.53853837557836 3559.2522196001664 211.32577297986427 64.707157499811728 33.168311733883456 46.999190907623415 24.25757104306831 119.57294643949717 0.91836028004763548 31.96594970964361 95.009974576601962 282.26974635668012 9.5614806250669044 10.188327253796158 23678.403745402029 194.50074888645031 108.5756757221825 137.58283827408741 360.75214060724829
leaf_count=58166 9285 4895 644 4714 975 32216 2283 30635 1105 11740 25319 138187 37898 120679 114437 389384 22559 72399 34763 15972 34351 291397 19140 5548 7999 7751 3588 3207 110 3081 12643 35419 382 370 1238984 26921 8707 15806 20502
internal_value=0 -0.000269736 0.0067642 0.0219816 0.0332713 -0.000501051 0.00261459 0.00578996 0.0206488 -0.00704801 -0.000887293 0.000352896 -0.00234376 -0.00479783 -0.00244543 -0.000342119 -0.00323975 0.00378651 0.0145935 0.00182744 -3.42171e-05 0.000520314 -0.0047117 0.00651853 0.000868169 0.00982084 -0.00584063 -0.00679212 0.0478526 -0.0148971 0.0265821 -0.0024047 -0.0108368 0.00258259 5.69347e-05 0.0018504 -0.00552765 0.00417173 0.00922231
internal_weight=0 12131.5 317.611 151.28 71.6319 11813.9 1193.33 933.605 145.153 259.726 10620.6 5633.93 4986.66 2154 1828.7 2832.66 1711.74 1120.92 130.518 788.453 5503.41 4886.55 616.864 397.321 119.094 61.6682 57.4259 166.332 51.3836 140.632 129.569 391.132 129.134 37.1973 25123.4 1445.01 303.076 1141.94 498.335
internal_count=2864161 1495075 15297 10694 5799 1479778 147049 110607 23033 36442 1332729 543157 789572 273014 235116 516558 411943 104615 60082 87574 483075 429584 53491 36183 21621 10034 11587 4603 4824 14821 21928 51391 3589 1014 1369086 130102 35628 94474 36308
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=9286308 1 1 768 1 4 6309970 536 14 514 2100491 640 1 1282 3146840 6291472 400 337 2 2064 17 2
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=40
num_cat=14
split_feature=2 7 0 0 1 3 3 0 1 0 0 8 0 0 0 3 0 3 0 3 3 0 3 3 0 0 7 10 2 0 2 0 3 1 2 2 2 1 0
split_gain=0.116319 1.21987 1.92665 2.13404 2.83441 1.65855 1.57267 2.3473 1.3025 2.27498 2.11015 1.21312 1.5475 1.02033 0.561889 0.60008 0.559233 0.69353 0.537502 0.498294 0.489306 0.459218 0.439284 0.337803 0.774458 0.483854 0.23915 3.03429 4.12701 3.02353 5.07622 2.94239 2.79745 3.53131 3.20251 3.07828 2.83949 2.28353 3.20726
threshold=0 1 7.5000000000000009 3.5000000000000004 2 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3 5.5000000000000009 3.5000000000000004 4 3.5000000000000004 17.500000000000004 1.0000000180025095e-35 13.500000000000002 5.5000000000000009 6.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5 6 7 1.5000000000000002 8 1.0000000180025095e-35 4.5000000000000009 9 10 11 12 13 2.5000000000000004
decision_type=9 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 9 2 9 2 2 1 9 9 9 1 2
left_child=1 2 3 4 19 13 21 -8 9 10 23 12 14 -4 20 -16 17 -5 -13 -1 -10 -6 -12 25 -25 -3 -2 32 29 31 -31 -29 33 34 -28 37 -35 -34 -39
right_child=26 8 5 16 6 -7 7 -9 11 -11 22 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 30 -32 -33 35 36 -36 -37 -38 38 -40
leaf_value=-0.015089215696465067 0.00021325302057963945 0.0045876369344688374 0.034552057399648152 -0.017390491090855855 0.00356296824130054 0 0.0015365419998756998 0.026120792205687526 -0.0063638290686549963 -0.012467804539127974 0.015547211229835836 0.013632252795061403 0 0 -0.012037304445365401 0 0 0 0 0 0.00074201706010971113 -0.0073308294593633794 0 -0.007657309279374417 0.00071693812115072809 -0.002818551634179883 -1.1494337515932145e-05 -0.0021062508519413851 -0.013742650126219287 -0.0071025223973101423 0.0072130893798242647 0.007414364783731156 0 0.0047035490256527729 -0.01182449571041525 0.0045711439560131 -0.002222083363760933 -0.023866308015916445 0
leaf_weight=37.887427965948518 25718.218175985428 276.67558298543372 13.690648447198333 55.953122508290107 68.181702953781496 14.314018071600001 120.72966237763103 67.620559109811438 119.24679814835508 81.667505973819061 98.653242439002497 18.887587824603546 300.60455577589164 3.0691010896407525 346.73287953191902 2.5599764490034422 24.905365729027835 1.9729742463096034 5.9794776621274641 18.001159587860457 100.63845807148391 32.257625988393556 5.9111545258929246 119.38197475029301 228.5697110132096 47.403680758812698 1866.9426590374715 659.17286721849814 286.51407724292949 1299.9207200261299 251.54709217464551 540.48092116229236 144.14016797905788 3031.3038720685363 230.78487938700709 137.1338267993342 646.98465685404517 154.83356200048001 55.629708976688562
leaf_count=14772 1868862 33641 1498 5487 9631 1522 18897 7014 51589 5787 7905 1296 33969 392 74898 288 2425 196 321 6582 52841 4053 469 13326 23143 5167 152069 18201 16903 19147 7275 13565 11862 225107 32332 17574 85986 14833 3542
internal_value=0 -0.000692726 0.00348705 0.000423581 0.00460789 0.0203818 0.00904818 0.0141128 -0.00200693 0.000482786 0.00263567 -0.00463481 -0.00564926 0.0299546 -0.00858792 -0.011318 -0.010925 -0.014723 0.0082232 -0.00989137 -0.0022124 0 0.0140873 0 -0.00174225 0.00251003 4.85858e-05 -0.000373384 -0.0029739 -0.00155338 -0.00449827 0.00201535 0.000846877 0.00151492 -0.00164839 -0.00606101 0.0033939 -0.0108259 -0.0167518
internal_weight=0 2211.5 458.583 427.51 344.678 31.0738 288.79 188.35 1752.91 858.263 776.595 894.65 869.783 16.7597 569.178 349.293 82.8315 57.9261 24.8671 55.8886 219.885 100.439 104.564 672.031 347.952 324.079 35023.6 9305.39 3037.64 2751.12 1551.47 1199.65 6267.75 5776.02 2097.73 491.737 3678.29 354.603 210.463
internal_count=2864367 377109 72469 69057 60949 3412 39595 25911 304640 89438 83651 215202 213585 1890 179616 75186 8108 5683 1617 21354 104430 13684 8374 75277 36469 38808 2487258 618396 75091 58188 26422 31766 543305 495494 184401 47811 311093 30237 18375
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=3949057 2 519 770 1 5 1 75964 2216 294 76152 8421676 8389990 306
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=40
num_cat=34
split_feature=3 2 5 7 1 2 1 7 2 0 7 1 10 8 2 1 1 2 10 11 2 7 11 5 8 0 2 7 6 0 0 2 2 10 1 2 2 1 2
split_gain=0.0972047 2.29437 3.53864 5.22055 2.59239 2.41367 2.12655 2.35 2.10469 2.03014 1.92863 3.10573 5.35044 3.53537 2.65005 1.97188 1.71952 2.0689 1.49536 2.5574 1.44747 2.2258 2.27675 1.44337 1.43553 1.3659 0.987783 0.91441 2.33186 2.11865 3.69171 3.2288 2.81151 2.00169 3.45162 4.20331 3.85225 3.31332 1.76719
threshold=1.0000000180025095e-35 0 1 2 3 4 5 6 7 10.500000000000002 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 4.5000000000000009 23 24 25 21.500000000000004 5.5000000000000009 26 27 28 29 30 31 32 33
decision_type=2 9 1 1 1 9 1 1 9 2 1 1 1 1 9 1 1 9 1 1 9 1 1 1 1 2 9 1 1 2 2 9 9 1 1 9 9 1 9
left_child=1 6 10 -4 -5 9 20 26 -9 -6 11 12 13 -3 -13 -16 18 -18 24 -20 21 -1 -23 25 -12 -22 -8 29 -29 30 31 -2 -32 34 36 -36 -30 -35 -33
right_child=27 2 3 4 5 -7 7 8 -10 -11 16 14 -14 -15 15 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 -28 28 33 -31 32 38 -34 37 35 -37 -38 -39 -40
leaf_value=-0.0051210262818163254 0.016668201076154372 -0.011075042036895811 -0.0094056668988099085 0 0.029248943184846516 -0.00098847956700588344 0 0.0011113294377858728 -0.0097547892012428174 0 0.0016195231537333155 2.2506940233223538e-05 0.0090051588386832141 0.0065284675116361185 0.0037374567976838761 -0.009347660297403906 0.003032030536458986 -0.0076667389247864481 -0.0098708332337128085 0.0044047863053313079 0.0068098624133581271 0.020486223376115366 0 -0.0091992857712691143 -0.005339872796084005 -0.0013989853474474033 0.011061677503006469 3.1131406754703748e-05 -0.0053211837398832165 0.011529713620010061 0.00070489058961226831 0 -0.023640874973388987 0.015590707433932297 0.019642129958449838 -0.0053166314401709124 0.019155178823754507 -0.0046576102595881188 -0.01392995943230013
leaf_weight=24.090155381622026 49.652515850510099 1036.4508034527789 73.375959395969403 68.776885564033364 150.39487551881757 22.35269053230877 128.00454872346018 270.91889683616319 306.55840173206889 8.1304980446293467 1151.5195595334953 3336.7191933982176 143.80535603547469 85.787912666564807 88.987589829172066 522.06443371943169 2217.0588167994592 145.47965834524075 423.63102521561086 120.25208649784327 591.97523577161337 189.14496519589375 43.59909407410305 46.653926195955137 364.76160121941939 207.61079496500315 139.67814779268519 23586.040533104606 45.335069214735995 45.510401930427179 42.190002471907064 338.35115554231743 110.8478877688467 60.857894649729133 46.622579098613642 264.70409656414085 280.88110723465979 357.24948392622173 89.978789750806754
leaf_count=3159 9878 168066 7162 6284 14453 2586 12195 35890 51302 411 81773 201401 3044 1898 16779 54898 128263 22626 8242 2102 67257 28959 4107 4911 4119 13567 21224 1776999 9401 2832 2541 15546 4812 1178 7192 23462 24666 7366 11774
internal_value=0 -0.000204206 -0.000843551 0.00889331 0.0155564 0.0211204 0.00286554 -0.000606198 -0.00442943 0.02532 -0.00122844 -0.0025288 -0.00680676 -0.00933406 -0.00102712 -0.00686873 0.00024897 0.00213168 -0.0017667 -0.00612649 0.00571611 0.0122491 0.0156343 0.00293148 0 0.00434331 0.00617028 0.000139176 0.000252467 -0.00335429 -0.00540689 -0.000129584 -0.0175277 0.00478618 0.00820008 0 0.0147248 0 -0.00397193
internal_weight=0 11907.8 9959.55 323.031 249.655 180.878 1948.23 845.16 577.477 158.525 9636.52 5213.82 1266.04 1122.24 3947.77 611.052 4422.7 2362.54 2060.16 543.883 1103.07 256.834 232.744 846.24 1516.28 799.586 267.683 25318.2 24641.7 676.531 631.02 477.982 153.038 1055.65 637.543 311.327 326.216 418.107 428.33
internal_count=2864325 966678 724107 30896 23734 17450 242571 120611 87192 14864 693211 446086 173008 169964 273078 71677 247125 150889 96236 10344 121960 36225 33066 85735 85892 80824 33419 1897647 1850264 47383 44551 37198 7353 73265 64721 30654 34067 8544 27320
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34
cat_threshold=25788702 2 2 579 288992 244 6 589844 1 60 1 1 6297120 513 834 1328352 1 1 16843016 4 1 2 1 16842768 8 1 2900045 3712 1 572 14160642 5054795 261 8388656
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
adm_past_year=1604
an110mdc_ra=1428
agegroup_rm=1208
count_proc=1151
pat_remoteness=508
cc_congestive_heart_failure=303
flag_emergency=235
cc_acute_myocardial_function=226
cc_ischaemic_heart_disease=199
cc_renal_disease=157
cc_diabetes_complications=151
drg11_type_m=123
indstat_flag=104

parameters:
[boosting: gbdt]
[objective: cross_entropy]
[metric: average_precision]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 40]
[num_threads: 4]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: 7]
[min_data_in_leaf: 15]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 12194]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 8043]
[extra_trees: 0]
[extra_seed: 26014]
[early_stopping_round: 100]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3]
[lambda_l2: 30]
[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: 26852]
[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]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 159]
[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: 1,2,4,5,6,7,8,9,10,11,12,13]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 30046]
[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: ]
[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:[[0, 1, 2, 3, 4, 5, 6, 7, 8, 9], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 99], [0, 1], [0, 1], [0, 1], [0, 1, 2, 3], [0, 1], [0], [0, 1], [0, 1], [0, 1], [0, 1]]
