tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=12
objective=cross_entropy
feature_names=adm_past_year agegroup_rm an110mdc_ra count_proc drg11_type_m flag_emergency sex_cat indstat_flag malnutrition pat_remoteness cc_arthritis_and_osteoarthritis cc_cerebral_palsy cc_crohns_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 -1:1:0 -1:0:1 -1:0:1 -1:0:1:2:3 -1:0:1 -1:0 -1:0:1
tree_sizes=4198 4104 4107 4058 4187 4112 4036 4163 4172 4201 4163 4199 4129 4226 4197 4169 4227 4146 4064 4175 4149 4140 4182 4175 4194 4161 4174 4205 4029 4193 4113 4098 4170 4090 4007 4062 4157 3978 4077 4017 4023 3787 4072 3756 4016 4024 4111 3959 4032 3334 4074 4064 4120 3377 3629 4068 4096 4119 3770 3398 3935 4102 3681 4263 4041 4195 4099 3976 4164 4193 4049 4158 4006 4249 3979 4075 4127 4206 4101 4220 4238 3989 4171 4051 4007 4130 4134 4104 4103 3654 4168 4182 4050 4195 3982 3264 4157 4153 4227 4108 4140 3992 4053 3867 4120 4103 4204 4167 3700 4102 4060 3830 4059 3965 4120 4152 4126 3173 3525 4050 3336 4093 4202 4055 4123 4229 4191 4117 4195 4117 4108 4287 4113 4007 4211 4120 4104 4034 4167 4095 4177 4130 4088 4153 4046 4147 4226 4053 4145 4088 4056 3985 4103 4111 4215 3888 3993 4105 4075 4093 4125 4176 4113 4132 3989 4110 3904 4035 4020 3317 4187 4005 3441 4106 4031 4096 4112 4099 4102 4117 4187 4176 4097 4185 4133 3999 4014 4027 4054 4066 4053 4042 4266 4063 4064 4077 4095 4182 4049 4123 4123 4081 3980 4038 3925 4134 4245 4139 4102 4128 4142 4145 4101 4076 4070 4185 4167 4020 4183 4082 4186 4216 4056 4189 4138 4002 4148 4066 4122 4142 3885 4148 4165 4209 4126 4047 4023 3984 4003 4125 4020 4033 3929 3982 4174 4175 4170 4111 4096 4174 4059 4075 3914 4190 3346 2502 4032 4052 4062 4095 4119 4131 4072 4118 3983 4163 4039 4212 4055 4004 4117 3999 4041 3981 4037 4040 4113 4045 3653 4226 2878 4090 4092 3288 4169 4155 3959 4004 4192 4097 1477 4095 3637 2459 556 2804 2782 3618 4085 3956 3657 4265 477 4113 4208 1990 4102 3869 4181 4101 1193 1990 3962 4182 2563 4213 475 4141 4013 4118 2629 2138 475 2997 4238 4087 3918 4024 3948 4202 3963 4099 4028 4085 4076 4112 4131 4133 3950 4091 4137 4123 1982 844 1396 4063 2843 1028 1294 479 650 1209 858 871 4071 4078 4096 1472 4043 475 3282 4185 480 4008 1364 479 2001 4191 2753 730 477 4047 755 831 3329 836 472 479 4091 562 3105 477 477 835 475 1180 4211 475 1938 479 4072 4083 4123 558 554 1096 473 3861 1553 1945 566 473 475 4079 4074 4010 4148 4091 1685 2056 387 474 2203 4172 389 2210 389 2245 4116 1519 2747 4262 1170 3637 3802 2362 4080

Tree=0
num_leaves=40
num_cat=24
split_feature=2 3 0 5 2 4 12 5 0 5 1 12 1 2 0 2 5 3 0 10 0 2 10 6 1 0 3 1 11 3 0 12 3 0 1 1 3 0 11
split_gain=4722.01 3900.75 678.391 575.332 191.76 128.418 88.3026 87.7159 86.3267 64.513 61.2132 42.8785 35.2029 26.7404 26.6453 22.2409 21.5843 19.0676 16.1912 14.7604 14.1703 10.3784 9.90776 8.60365 8.34177 6.526 4.8714 4.81388 4.50868 3.72442 3.57989 3.26098 3.04871 2.85752 2.29013 2.26475 2.19243 1.80591 1.59366
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 3 4 5 2.5000000000000004 6 7 8 9 10 2.5000000000000004 11 12 3.5000000000000004 42.500000000000007 13 33.500000000000007 14 15 16 17 1.5000000000000002 2.5000000000000004 18 19 1.0000000180025095e-35 48.500000000000007 20 5.5000000000000009 12.500000000000002 21 22 9.5000000000000018 7.5000000000000009 23
decision_type=9 2 2 1 9 1 1 1 2 1 1 1 1 9 2 9 1 2 2 1 2 9 1 1 1 2 2 1 9 2 2 1 2 2 1 1 2 2 9
left_child=1 2 16 5 8 6 20 11 10 30 15 18 13 -6 36 -2 22 24 19 -4 -3 -12 31 34 -5 -15 -7 -11 29 33 -10 -1 -23 -16 -17 -19 38 -26 -14
right_child=4 3 7 17 12 26 -8 -9 9 27 21 -13 14 25 28 23 -18 35 -20 -21 -22 32 -24 -25 37 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-7.4531634929996908 -7.719791683732935 -7.4703787499277343 -6.9078262301604756 -7.766329995736994 -7.7190547156740834 -7.7637018639923534 -7.7748001254941554 -7.756334960649685 -7.6735931857011206 -7.7537722693310993 -7.7685560403841869 -7.7685560403841869 -7.8374870139298798 -7.8061972894647589 -7.7859419456457619 -7.7471012376003587 -7.7685560403841869 -7.771570535726906 -7.7685560403841869 -7.7366435865645382 -7.7685560403841869 -7.8152999660629803 -7.7684558320105097 -7.7913550804585201 -7.8257899193520322 -7.7632111819349516 -7.6969209855307756 -7.7946433990425454 -7.7593592668825657 -7.8101577338785182 -7.7685560403841869 -7.7685560403841869 -7.7685560403841869 -7.7566529641704234 -7.7705246294214474 -7.7377459636875594 -7.7685560403841869 -7.7685560403841869 -7.7685560403841869
leaf_weight=109.13438017579028 85.677799212513492 69.445809698780067 68.880127694748808 25.530466667376459 21.531825765094254 31.024637289054226 7.3276731590158297 2.9695136716472907 102.31070898153121 3.5588537729345262 55.171950199001003 1.2593712128582399 1892.1712388047017 109.4410905080731 93.417799209419172 60.427849984029308 2.966978875512722 7.4265302082640119 0.18335025373380531 3.3543802180793127 0.96364499715855245 459.71992121788207 2.9657114774454376 96.88835758366622 175.59673482418293 23.149448164971545 38.740979188703932 62.788167651335243 1.1360111343092274 308.82730952120619 2.6602685432299031 0.97843130794353683 22.926808571151923 9.3162207265850139 33.431426218827255 12.744110032566825 12.788891430944203 11.650345500500405 2.8093990491470313
leaf_count=258327 202804 164382 163043 60432 50967 73437 17345 7029 242175 8424 130595 2981 4478872 259053 221125 143036 7023 17579 434 7940 2281 1088182 7020 229340 415647 54796 91702 148623 2689 731011 6297 2316 54269 22052 79134 30166 30272 27577 6650
internal_value=-7.76856 -7.51256 -7.17526 -7.70877 -7.8134 -7.57226 -7.49917 -6.94873 -7.77518 -7.71659 -7.78935 -6.93203 -7.82815 -7.77535 -7.83136 -7.75293 -7.46461 -7.8066 -6.92441 -6.92272 -7.4742 -7.80802 -7.45902 -7.77238 -7.81587 -7.79558 -7.71322 -7.78659 -7.80286 -7.80428 -7.67595 -7.45464 -7.81273 -7.77894 -7.75475 -7.74499 -7.83707 -7.82107 -7.83738
internal_weight=0 573.143 192.692 380.451 3460.15 147.503 77.7371 76.6467 985.562 171.318 814.244 73.6772 2474.59 154.122 2320.47 276.425 116.046 232.948 72.4179 72.2345 70.4095 537.819 113.079 190.748 212.778 132.591 69.7656 66.347 412.697 411.561 104.971 110.113 482.647 102.734 93.8593 20.1706 1907.77 187.247 1894.98
internal_count=9547027 1356661 456113 900548 8190366 349147 184008 181427 2332879 405519 1927360 174398 5857487 364816 5492671 654314 274686 551401 171417 170983 166663 1273046 267663 451510 503656 313849 165139 157047 976877 974188 248472 260643 1142451 243177 222170 47745 4515794 443224 4485522
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=64 2 23956617 2 1 2 2 519 1 1 8194 297984 2 1 1024 1 2 771 1 1 1 5 808 1
is_linear=0
shrinkage=1


Tree=1
num_leaves=40
num_cat=22
split_feature=2 5 1 4 2 12 0 0 5 1 1 0 12 2 2 6 1 3 2 0 3 10 6 1 0 11 3 0 0 2 1 3 3 3 3 3 0 0 2
split_gain=3224.97 1663.87 1234.79 498.464 176.311 142.929 94.4034 73.1687 74.1844 44.3588 33.8463 25.9614 24.2072 24.0023 19.7538 18.8043 16.7092 11.8611 11.7725 9.97457 9.48325 7.79179 7.3114 7.13399 5.9655 5.63342 4.69391 4.07036 3.30647 2.78132 2.85026 2.37641 2.09551 2.00062 1.93617 1.73718 1.66118 1.55387 1.54273
threshold=0 1 2 3 4 5 1.5000000000000002 1.5000000000000002 6 7 8 2.5000000000000004 9 10 11 12 13 3.5000000000000004 14 33.500000000000007 1.5000000000000002 15 16 17 1.5000000000000002 18 1.0000000180025095e-35 2.5000000000000004 42.500000000000007 19 20 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 1.5000000000000002 48.500000000000007 7.5000000000000009 21
decision_type=9 1 1 1 9 1 2 2 1 1 1 2 1 9 9 1 1 2 9 2 2 1 1 1 2 9 2 2 2 9 1 2 2 2 2 2 2 2 9
left_child=1 2 3 5 7 21 20 9 15 18 13 34 19 -6 -13 36 -3 26 -2 33 -4 28 35 -10 -15 -16 -18 -17 -1 32 -31 -32 -11 -8 -12 -20 -9 -28 -29
right_child=4 16 6 -5 10 -7 12 8 23 29 11 14 -14 24 25 27 17 -19 22 -21 -22 -23 -24 -25 -26 -27 37 38 -30 30 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.5479924225861541 0.04205622050095436 0.019037732481738932 0.073325209915187872 0.053612595614624926 0.046893587122816389 0 0.2066632745415245 0.099953987108719111 0.015761530762924105 0.01253683539748679 -0.066632196759338666 0.0096991566599759806 0 -0.03577832780797046 -0.044472763060819487 -0.0012145081744363217 0.0010065292813664921 0.01048892957156069 0 0 0.0098480241469373567 0 -0.022912494524402929 -0.034821844500926895 0.0050995436166838895 0.0093756674727766935 -0.055222536523644186 0.035126049091678012 0 -0.013251742686979533 -0.049406250566380705 0 -0.014153242206680714 0 0 0.027806411391205432 0 0 0
leaf_weight=167.97683122073067 62.756670244387351 28.87542600472807 143.60396922621294 33.787219321355224 22.62353060458554 4.6490937650960396 86.065264722245047 87.507468258583685 5.7816334576928057 10.871412326232528 1769.0446435137419 73.009137761546299 3.5837232753110575 105.40145391461556 324.54232062006486 29.713009137019981 4.6492668276478062 17.961599012895022 28.749776048061904 1.2173974198230997 52.817915028717835 0.19041481061139975 62.069846262456849 90.354773687984562 23.273405124316923 1.0851013063802373 166.37903359282063 48.049432036059443 0.080691010283770903 123.63276289086207 327.49051484686788 16.560668079182506 46.858034741191659 1.7182801769813512 12.788891430944203 25.544134367373772 1.2264188631088462 11.728675743041093 9.3771769180311804
leaf_count=242531 142037 68105 220615 77304 50967 11058 115788 196526 13491 25695 4485522 178292 8485 259053 796040 72427 10938 41720 66609 2698 108444 409 150308 219922 54796 2545 416928 103734 191 297743 812252 39200 110649 3685 30272 59182 2903 27762 20201
internal_value=0 0.185196 0.285903 0.454497 -0.0423393 0.534249 0.115132 -0.00579943 0.0353869 -0.0229841 -0.0571598 -0.0604528 0.193615 -0.00541628 -0.0321483 0.0704549 -0.0318526 -0.0410437 0.0167957 0.201618 0.0611475 0.547106 -0.00218264 -0.0278873 -0.0253314 -0.0415068 -0.0502124 0.0211897 0.547728 -0.0368984 -0.0399608 -0.0463975 -0.0028179 0.204736 -0.0663161 0.0174184 0.0987304 -0.0529433 0.0326522
internal_weight=0 725.285 495.691 206.684 3308.31 172.897 289.007 976.544 272.01 704.534 2331.77 2180.47 92.5847 151.298 398.637 175.874 229.594 200.719 179.12 89.0009 196.422 168.248 116.364 96.1364 128.675 325.627 182.757 87.1396 168.058 525.413 467.684 344.051 57.7294 87.7835 1781.83 54.2939 88.7339 178.108 57.4266
internal_count=9547027 1356661 791208 331493 8190366 254189 459715 2332879 629204 1703675 5857487 5492671 130656 364816 976877 395791 565453 497348 418136 122171 329059 243131 276099 233413 313849 798585 455628 196362 242722 1285539 1149195 851452 136344 119473 4515794 125791 199429 444690 123935
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=64 2 15 2 23956617 1 2 5 1 1 8194 32 2 259 822273 1 2 1 1 16843776 770 2362376
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=40
num_cat=23
split_feature=2 5 0 1 12 2 1 1 0 0 0 0 1 3 1 1 2 2 5 4 3 3 3 2 0 12 6 6 3 0 0 6 1 3 2 1 3 0 11
split_gain=2289.6 1005.51 561.328 360.531 135.108 106.131 105.861 45.3182 35.1771 32.6607 32.4761 28.8927 22.8595 22.675 17.143 15.7221 17.428 14.7551 14.3469 12.9814 11.3823 9.99168 6.46254 6.35258 6.18896 5.59 3.82069 3.67576 4.37015 3.25706 2.99201 2.49383 2.33667 1.81316 1.80303 1.71479 1.68434 1.58093 1.56865
threshold=0 1 1.5000000000000002 2 3 4 5 6 2.5000000000000004 2.5000000000000004 48.500000000000007 1.0000000180025095e-35 7 1.5000000000000002 8 9 10 11 12 13 3.5000000000000004 8.5000000000000018 1.0000000180025095e-35 14 24.500000000000004 15 16 17 1.5000000000000002 10.500000000000002 3.5000000000000004 18 19 9.5000000000000018 20 21 9.5000000000000018 1.0000000180025095e-35 22
decision_type=9 1 2 1 1 9 1 1 2 2 2 2 1 2 1 1 9 9 1 1 2 2 2 9 2 1 1 1 2 2 2 1 1 2 9 1 2 2 9
left_child=1 2 6 4 10 7 19 11 27 14 21 23 -3 32 17 30 -17 -7 31 -1 22 -4 -14 -2 25 -5 -25 28 -9 34 -11 -10 -8 -29 -13 -22 38 -30 -16
right_child=5 12 3 24 -6 9 13 8 18 15 -12 29 20 -15 36 16 -18 -19 -20 -21 35 -23 -24 26 -26 -27 -28 33 37 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.19340310142966943 -0.024655270724048141 0.028228990225973839 0.49065486053044494 0.11342872032229567 0 0.028389153663247499 0.0077115856528134482 -0.033387414088920105 0.049198356666505058 -0.00037953959342730179 0 0 0.0049005432601866815 0.0083979055254015025 -0.06449320273889779 0 -0.044477344888052855 -0.029753850219631797 -0.020527142088400636 0.030802985530665922 0.018482252302389979 0 -0.051899910459251554 0.021529806977389095 0 0 -0.0061744205203921425 -0.052660702188152386 -0.012212517591791356 0 0.038184838702911977 0.0042857388447423688 0.083871277284009657 0 0.059145130314133515 -0.0060204536082299805 0 0.0074815044644418807 0
leaf_weight=178.51829598564655 58.18304853560403 26.278742847935064 98.478898440953344 101.61595586038311 5.1048223334073546 22.302615442167735 34.249385079077911 120.05103052934282 39.692227313062176 9.1447269239870383 0.97025000315625121 9.6398723703750875 6.2222630318719885 76.055770874227164 1652.4664670827333 121.66958411078667 251.59592547136708 109.41269515926251 42.959385745343752 22.743080525426194 14.011368297302395 0.295505390065954 213.07053707138402 63.780968531908002 2.4827255011186926 2.2398990454385048 60.566379671130562 231.74830318172462 50.854547458409797 4.5897555496485429 19.927089556265855 42.857068784389412 192.13629904270056 3.0593885276757637 88.788294572092127 8.9427847038605268 12.788891430944203 40.69460717603215 2.6284462554031043
leaf_count=179966 139888 60477 89194 126814 12031 48949 51517 306685 77570 21848 2260 21526 14631 157810 4478872 301190 645183 276641 108068 49474 32159 607 549713 144735 4933 5278 144065 596259 130640 10022 47882 89843 253359 7256 200041 21108 30272 101611 6650
internal_value=0 0.129449 0.19069 0.321981 0.432873 -0.0430595 0.120077 -0.0117912 -0.0276425 -0.0546744 0.484892 0.018531 -0.03103 0.0628802 -0.0609024 -0.0250954 -0.0308308 -0.013842 0.0144258 0.175133 -0.0405115 0.489299 -0.0486891 -0.00452095 0.100155 0.110604 0.00705756 -0.0408437 -0.0226339 0.0548316 0.0230427 0.0359042 0.079342 -0.0516976 0.0580307 0.00762157 -0.0636753 -0.00130429 -0.0643706
internal_weight=0 983.417 714.891 211.188 104.849 3059.4 503.703 857.465 571.917 2201.94 99.7447 285.548 268.526 302.441 1799.6 402.337 373.266 131.715 125.509 201.261 242.247 98.7744 219.293 182.53 106.339 103.856 124.347 446.408 211.6 103.018 29.0718 82.5493 226.386 234.808 98.4282 22.9542 1667.88 91.5492 1655.09
internal_count=9547027 1611331 933243 241117 104092 7935696 692126 2078209 1417932 5857487 92061 660277 678088 462686 4841384 1016103 946373 325590 275481 229440 617611 89801 564344 428688 137025 132092 288800 1142451 538936 231589 69730 167413 304876 603515 221567 53267 4515794 232251 4485522
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=33856 2 31 1 23922825 7 519 3 1 3 8240 8226 2 2 6357120 1 2 2 2 64 21495809 212 1
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=40
num_cat=25
split_feature=2 5 0 1 1 12 2 1 0 5 1 0 0 0 2 3 4 2 2 6 5 3 2 3 1 3 0 3 11 2 3 1 7 2 12 10 0 2 0
split_gain=1763.43 612.864 331.285 122.066 92.5198 87.5628 73.5968 56.2405 25.6915 27.4488 24.4157 21.2913 19.3725 17.3998 15.9516 12.9382 12.7807 14.4462 10.7005 9.36171 8.94964 6.38027 6.15593 4.92038 4.03451 3.06233 2.73541 2.64205 2.62344 2.43066 2.38197 2.34986 1.92028 1.77505 1.57013 1.55998 1.38487 1.30215 1.19439
threshold=0 1 2.5000000000000004 2 3 4 5 6 2.5000000000000004 7 8 1.5000000000000002 2.5000000000000004 48.500000000000007 9 3.5000000000000004 10 11 12 13 14 2.5000000000000004 15 1.0000000180025095e-35 16 9.5000000000000018 24.500000000000004 2.5000000000000004 17 18 1.5000000000000002 19 20 21 22 23 1.0000000180025095e-35 24 14.500000000000002
decision_type=9 1 2 1 1 1 9 1 2 1 1 2 2 2 9 2 1 9 9 1 1 2 9 2 1 2 2 2 9 9 2 1 1 9 1 1 2 9 2
left_child=1 2 4 26 22 13 12 11 -9 19 38 18 25 35 -14 23 17 34 36 -10 33 29 -1 -12 -16 -2 -4 -18 -26 -20 -11 -17 -25 -13 -6 -5 -8 -21 -3
right_child=6 10 3 5 16 -7 7 8 9 30 15 20 14 -15 24 31 27 -19 21 37 -22 -23 -24 32 28 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.15596944231338442 -0.064111713220121741 0.052078865062290508 0.059753104047748119 0.33330703504662562 0.071480382377625343 -0.0044736340927095299 -0.029921028095499437 -0.046169169915361019 0.038846455327404543 -0.052933367988455708 0 0.068954438875562449 0.0070840805823429416 0 0.0035031453191222634 0.02278105978699416 -0.012331490216620347 0 0.013482986963300978 0.0042788463260554086 0 0.03483801117894577 0.030479720192796558 -0.050098018007466827 -0.048307710047985522 0 0 0.017624095312424173 0 -0.009040021711154124 -0.0023180344297275357 -0.0066158648430873733 0 0 0 0 0 -0.012963916207766846 0
leaf_weight=251.6854283005232 1278.3804799825011 12.079807897156568 62.60589337174315 123.64660229967558 337.77438970655203 5.5897800561506292 92.667179013806162 697.73210029571783 72.246947639418067 57.064699663373176 10.175527043233158 32.199607144546462 81.368605235184077 1.3682372442563053 9.2701903586857934 15.37758072465658 17.898366634064587 35.39440432752599 30.482880893629044 36.700416703824885 24.48048343663686 41.924874547694344 48.883394657954341 214.31854211664177 165.26713228260633 11.164788821799446 1.8193005009379692 33.748505648574792 0.31905116979032655 100.67499754406163 28.341381397418445 9.2547336855495832 6.7083771935722316 19.275640256470069 3.0248464662290635 0.83853709892718953 28.356135692971293 36.963028317026328 0.94614239298971448
leaf_count=209205 3679576 26552 78021 86948 415060 13177 238775 1912521 159471 151118 24482 67918 197625 3182 22765 34747 39722 92284 67018 76247 58596 98854 96373 575628 441408 26485 3728 70970 757 244041 73146 22030 17993 44537 6582 1204 70843 95324 2114
internal_value=0 0.0999626 0.138497 0.25007 0.0993939 0.296492 -0.0429113 -0.0236441 -0.036469 -0.00551625 -0.028764 0.00823838 -0.05791 0.329096 -0.0263165 -0.0371601 0.0568101 0.0641202 -0.00408123 0.0187731 0.0471989 0.0102511 0.142418 -0.0456693 -0.040456 -0.0636579 0.0512468 0.00285193 -0.044579 -0.000132698 -0.0437054 0.0116359 -0.048644 0.0632103 0.0690286 0.332249 -0.0236431 -0.00356493 0.0395431
internal_weight=0 1193.14 924.278 195.868 728.409 131.443 2844.88 1299.11 929.049 231.316 268.861 370.062 1545.77 125.853 256.225 255.835 427.841 376.194 294.106 145.91 75.9557 173.083 300.569 231.202 174.856 1289.55 64.4252 51.6469 165.586 131.158 85.4061 24.6323 221.027 51.4752 340.799 124.485 121.023 73.6634 13.026
internal_count=9547027 1820002 1116456 186260 930196 104511 7727025 3358409 2467827 555306 703546 890582 4368616 91334 662555 674880 624618 513926 719531 331042 171051 409913 305578 618103 464930 3706061 81749 110692 442165 311059 224264 56777 593621 112455 421642 88152 309618 171571 28666
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=296000 2 960 7 1 9466660 7 2 1 8224 2 1088 23068688 2 2 64 513 1 591872 214 1 2099338 1 1 2099336
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=40
num_cat=21
split_feature=2 5 0 1 2 1 12 6 4 0 1 0 5 0 0 5 2 6 3 3 0 3 0 2 2 2 0 3 6 2 2 3 2 3 11 0 0 3 3
split_gain=1385.96 417.911 174.608 80.3406 69.674 53.2966 50.8388 24.2949 23.6205 22.6409 22.4084 21.8591 25.7739 16.7775 14.3684 12.2683 11.5916 8.83536 8.47995 5.43824 5.40363 3.06219 2.76777 2.23544 2.1634 2.04672 1.97162 2.6033 1.90108 6.91993 1.85525 1.8514 1.61649 1.4333 1.25447 1.21836 1.16582 1.02496 0.913191
threshold=0 1 3.5000000000000004 2 3 4 5 6 7 1.5000000000000002 8 2.5000000000000004 9 48.500000000000007 2.5000000000000004 10 11 12 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 13 14 15 1.5000000000000002 2.5000000000000004 16 17 18 2.5000000000000004 19 1.0000000180025095e-35 20 4.5000000000000009 32.500000000000007 7.5000000000000009 14.500000000000002
decision_type=9 1 2 1 9 1 1 1 1 2 1 2 1 2 2 1 9 1 2 2 2 2 2 9 9 9 2 2 1 9 9 2 9 2 9 2 2 2 2
left_child=1 2 3 8 14 9 13 37 -1 16 20 28 17 38 21 30 -6 35 26 24 -3 -2 -22 -14 -18 -9 -12 33 29 31 36 -7 -19 -28 -31 -13 -11 -5 -4
right_child=4 10 6 7 5 11 -8 25 -10 15 18 12 23 -15 -16 -17 19 32 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 34 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.11836702556417621 -0.062898651545650219 -0.0040808328542786213 0.21426217672011971 0.060242907352625441 -0.024677693093572751 -0.011740243492787208 -0.0084435536726854069 0.0097363626438882953 0.022927506213116153 0.081364726554515057 -0.055492371829818102 0.0046892967957727193 0.00058221389206266228 0 -0.025408738219096845 -0.00071891898262211619 0.012820724663521608 0.0040653361440432193 0.0028074299664893275 0.032108622594867645 0.051064453016468607 0 0 -0.044390877585483213 -0.0084503570275157262 -0.010042288518761168 0 0.0089193847338101505 -0.053495055933973724 -0.039438474461100964 0 0.010289795429148004 -0.0148271205752257 -0.025891294852460944 0 0.04358484675133107 0 0 0
leaf_weight=506.77791071223328 1114.5313267673191 23.159649901819648 164.94423663109774 167.11488333326997 135.17889602784999 54.953487023682101 6.0405199722736134 111.18082209443673 52.951377696241252 37.257367864454864 131.66593306243885 40.66664716930245 6.7253876545000821 2.3993161008984307 212.54720137958066 29.414854303613538 30.896281389286742 36.857635704800487 22.515780836867634 43.409877934958786 16.995117017708257 10.994863919419002 12.279667752387466 91.213562357472256 99.7697426379018 32.240329671971267 2.2324213194078757 7.6400449118518727 369.68419492855901 272.01704543703818 19.275640256470069 34.364047167939134 44.514132110460196 42.845326209731866 0.49486754633835417 41.721026837767567 0.5146904103748956 2.1973814796656361 0.10291202628286455
leaf_count=420415 3422153 56373 112743 241228 359284 149745 14180 144074 98560 75547 375580 87329 17620 5599 561551 71129 67018 76247 51511 98854 41584 26080 30785 250522 244041 74940 5418 21724 1078793 792533 44537 91082 117918 120571 1318 92623 1101 4548 169
internal_value=0 0.0832624 0.111487 0.0871394 -0.0404764 -0.0231963 0.201559 0.0357251 0.109614 0.006912 -0.0264161 -0.0352857 -0.00816187 0.210785 -0.0570015 0.0450768 -0.00571277 0.014537 -0.039682 0.0097392 0.0200616 -0.0623867 0.0400055 -0.0429696 0 0.00257462 -0.0477876 -0.011771 -0.0443548 -0.0308698 0.0642461 -0.000271284 -0.00575235 -0.0214364 -0.0376325 0.0334318 0.0697022 0.0594792 0.214096
internal_weight=0 1305.28 1045.95 872.463 2727 1388.93 173.487 312.733 559.729 395.717 259.334 993.212 261.698 167.446 1338.07 86.4626 309.255 163.759 206.9 174.076 52.4344 1125.53 29.2748 97.939 130.666 143.421 184.384 52.7178 731.514 361.829 57.0477 89.3175 81.3718 45.0777 272.512 82.3877 37.7721 169.312 165.047
internal_count=9547027 1820002 1116456 983765 7727025 3717241 132691 464790 518975 961511 703546 2755730 642259 118511 4009784 192314 769197 374117 574804 409913 128742 3448233 72369 268142 311059 219014 523293 147713 2113471 1034678 121185 240827 194165 125989 793851 179952 76648 245776 112912
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=296000 2 31 1078052 7 1 2 2 519 2 2 31457296 2 4259968 591872 64 2 16844928 10487946 2099336 1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=40
num_cat=26
split_feature=2 5 1 0 2 1 6 1 12 0 5 0 2 0 2 3 5 2 4 6 0 3 3 2 0 3 0 1 2 2 3 2 11 3 7 12 11 2 2
split_gain=1091.92 294.195 119.251 119.988 64.615 47.3854 23.9071 21.1399 20.1329 19.7037 23.0397 19.2239 14.6969 13.5749 16.247 11.031 10.4978 10.1852 8.26875 7.71261 5.68965 4.65521 4.52123 2.92825 2.84993 2.79175 2.50127 2.22603 2.16635 2.088 2.27005 1.94237 1.84258 1.80037 1.79297 1.75478 1.58022 1.48256 1.33666
threshold=0 1 2 1.0000000180025095e-35 3 4 5 6 7 2.5000000000000004 8 1.5000000000000002 9 2.5000000000000004 10 3.5000000000000004 11 12 13 14 48.500000000000007 2.5000000000000004 1.0000000180025095e-35 15 2.5000000000000004 9.5000000000000018 24.500000000000004 16 17 18 2.5000000000000004 19 20 7.5000000000000009 21 22 23 24 25
decision_type=9 1 1 2 9 1 1 1 1 2 1 2 9 2 9 2 1 9 1 1 2 2 2 9 2 2 2 1 9 9 2 9 9 2 1 1 9 9 9
left_child=1 2 3 12 13 11 26 -3 20 29 19 17 18 25 -15 22 38 -6 35 -11 24 31 -9 -8 -5 -2 33 -17 -12 30 -7 -19 -31 -4 -24 -1 -16 -21 -13
right_child=4 7 6 8 5 9 23 15 -10 10 28 16 -14 14 36 27 -18 21 -20 37 -22 -23 34 -25 -26 -27 -28 -29 -30 32 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.079554150381287658 -0.060554721415972415 0.037299531445262699 0.061700295303139745 0.10707758926035636 -0.023184689706264 -0.020488197082533761 0.013539288173843145 0.00025807851185139196 0 0.031042439338739798 0.0005737834144563885 0.063082713475188124 0.0003864097755696713 0.0084036496674781188 -0.045261169244944173 0.021816931831707659 -0.0006835817447862271 0.012189927908971962 0.0095333015182833911 0.0038624449829740451 0 0.029607709359346215 -0.04622206232849678 -0.01068465216738883 0.19186837979755256 0 0 -0.0065614955464049123 -0.042659180486578886 -0.044945482188162869 0.0050587681213099811 -0.0079690207289145297 0 0 0 0 0 -0.014161621354241065 0
leaf_weight=266.07427869661478 1046.6295679626637 13.891842595738126 214.15131366398418 214.59102826644084 131.77733943262137 30.355042025970761 162.4334523571888 9.8930127049097774 6.4685681257396928 84.435436739149736 6.729301362647675 40.926767390628811 52.612681041762698 79.892326725646853 127.02836171464878 15.815545121266039 29.39373275541584 31.294570439233212 38.453708381508477 37.007634366833372 1.0167943781416386 44.825413072074298 196.73284906306071 21.56866756931413 177.75761845789384 10.994863919419002 1.5940737474593323 9.2260993919044285 87.255833110713866 638.04408457159298 31.859097981505329 99.039429068070604 1.2134140157722857 2.655591812246711 6.5045831387396893 1.508228699734899 0.2979445951350489 43.859473863354651 19.275640256470069
leaf_count=192686 3422153 28666 272782 131221 359012 87131 205952 24482 14287 179952 17620 76648 95838 197625 363205 34747 71129 67018 73307 76247 2366 98855 575628 50950 66686 26080 2629 22030 250522 1934912 88067 244312 3361 5171 17993 2581 721 117918 44537
internal_value=0 0.0696522 0.0910388 0.11421 -0.0381291 -0.021456 0.03825 -0.0245178 0.153788 -0.033185 -0.00739613 0.00671186 0.0637887 -0.0545847 -0.0237315 -0.0331656 0.0412728 -0.00506364 0.0706736 0.0136312 0.156486 0.0091861 -0.0416256 0.00833153 0.157103 -0.0600345 0.059738 0.010805 -0.0411486 -0.0420667 -0.00610126 0 -0.0439406 0.0607702 -0.0447216 0.0789799 -0.0414585 -0.00532302 0.0584981
internal_weight=0 1412.95 1160.89 758.483 2622.14 1357.29 402.403 252.064 399.834 960.759 259.288 396.533 358.649 1264.84 207.219 238.172 89.5961 306.937 306.036 165.303 393.365 175.159 213.13 184.002 392.349 1057.62 218.401 25.0416 93.9851 701.472 62.2141 130.334 639.257 216.807 203.237 267.583 127.326 80.8671 60.2024
internal_count=9547027 1820002 1116456 578972 7727025 3717241 537484 703546 214560 2755730 642259 961511 364412 4009784 561551 674880 192314 769197 268574 374117 200273 410185 618103 256902 197907 3448233 280582 56777 268142 2113471 175198 311330 1938273 277953 593621 195267 363926 194165 121185
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=296000 2 31 1078052 7 2 1 1 2 64 8224 2 14680080 2 2 1088 214 4259968 16842880 591872 1 1 1 1 2099336 10487946
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=40
num_cat=26
split_feature=2 5 2 0 0 1 5 1 1 0 2 1 2 2 4 1 1 12 0 3 6 11 6 12 0 1 1 3 2 0 0 7 1 0 12 3 6 3 3
split_gain=878.397 191.018 97.7002 77.1214 41.6449 29.9251 27.623 24.0592 22.6068 19.1233 15.2935 14.663 14.4726 11.9743 11.7281 11.2261 10.5583 9.48865 8.77516 7.92932 7.21378 6.57655 5.36195 5.35052 3.8987 3.38216 3.26594 2.72895 3.17724 2.499 2.43273 2.36584 2.3409 1.91171 1.65863 1.61987 1.50666 1.27728 1.24003
threshold=0 1 2 1.5000000000000002 1.0000000180025095e-35 3 4 5 6 1.5000000000000002 7 8 9 10 11 12 13 14 24.500000000000004 3.5000000000000004 15 16 17 18 1.5000000000000002 19 20 8.5000000000000018 21 42.500000000000007 2.5000000000000004 22 23 1.0000000180025095e-35 24 2.5000000000000004 25 6.5000000000000009 4.5000000000000009
decision_type=9 1 9 2 2 1 1 1 1 2 9 1 9 9 1 1 1 1 2 2 1 9 1 1 2 1 1 2 9 2 2 1 1 2 1 2 1 2 2
left_child=1 3 4 7 16 10 13 -1 18 -7 -4 33 20 26 34 -8 36 29 23 31 30 -14 25 -5 -12 -15 -6 28 -17 37 -11 -13 -24 -3 38 -16 -2 -10 -9
right_child=2 11 5 8 6 9 15 14 17 12 24 19 21 22 35 27 -18 -19 -20 -21 -22 -23 32 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.005711411623410963 0.0075288308019218226 0 0.041599524597444044 0.17875899481555391 0 -0.056751378375355349 0.021535990052774141 0.072726676843180307 0.079886570220139813 0 -0.026155066413348596 -0.045207272477316957 -0.039800056386804401 -0.0019569460989209372 0 0 -0.034660172681915596 -0.0032599669643392851 0 0.0073187899175584312 -0.017446768925933765 0.01381646306760205 0.0059979342928413075 0 0.005855685624617326 0.027745221472084965 0.05015300173318113 0.0026140031293735732 -0.039358000743058674 0 0.031672115646804118 0 -0.019153762488934911 0.029407336882879651 0 0.021384188671635745 -0.0096237989283831701 0 0
leaf_weight=108.43153265197179 71.336709911003709 19.551678665651707 24.963251613691682 135.15427606849698 25.591813387465663 1162.3140695090406 20.056931725266622 500.97261656972114 253.12470494554145 19.872837124508806 87.774018299911404 125.05775099771563 391.70811838956433 34.440754987794207 29.801926188840298 19.489748506894102 321.00978522520745 5.1433979692810672 1.3285552690795146 17.514582674164558 59.61221907264553 1.6292614870762907 17.541050484986044 2.3855683322763062 22.89311168025597 61.740651106811129 157.05528928525746 1.1843782182259008 98.460785209463211 1.135779854026622 39.099000738351606 4.2486794954456846 53.977925187500659 27.175320750306128 3.0466353498923118 29.302644125564257 70.65601006327779 2.7190301764640017 2.0929325265460639
leaf_count=143238 153434 50867 50967 34322 55173 3978525 44117 346587 134624 69011 259053 396338 1180445 78984 57943 52582 904115 11733 549 38863 164416 3896 41845 5478 54796 129639 271064 3069 283065 2455 96378 12212 136048 69041 5349 54370 165888 3877 2671
internal_value=0 0.0676832 -0.0315591 0.084375 -0.0048341 -0.0450538 0.0146675 0.0583185 0.120346 -0.0487537 0 -0.0195107 -0.0288045 0.0293014 0.0659069 -0.0190573 -0.0257979 0.0732071 0.16465 -0.0331173 0.000865222 -0.0370312 0.00444023 0.17658 -0.0163981 0.0188391 0.0445659 -0.0302745 -0.0351418 0.0785147 0.0224864 -0.0429032 -0.0113762 0.0175889 0.0720027 0.0110701 0 0.0792242 0.0724233
internal_weight=0 1268.19 2762.41 1074.64 952.542 1809.87 489.539 673.648 400.991 1674.24 135.63 193.548 511.921 350.347 565.217 139.192 463.003 262.123 138.868 146.821 118.584 393.337 167.7 137.54 110.667 96.1814 182.647 119.135 117.951 256.98 58.9718 129.306 71.519 46.727 506.112 59.1046 141.993 255.844 503.066
internal_count=9547027 1370517 8176510 803196 2319023 5857487 1095586 610158 193038 5492671 364816 567321 1514146 712753 466920 382833 1223437 152689 40349 447413 329805 1184341 386516 39800 313849 208623 326237 338716 335647 140956 165389 408550 177893 119908 354607 112313 319322 138501 349258
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=32832 2 23923849 1 2 704 7 8194 263 8224 265216 2 3 5 1 2 1 2 1 600 256 4259968 1 532 1 2
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=40
num_cat=24
split_feature=2 5 1 2 0 1 1 0 0 5 0 0 2 0 3 5 2 12 3 2 6 6 0 2 3 6 2 3 3 3 12 1 1 2 1 2 4 0 3
split_gain=708.862 158.924 68.3488 57.1808 55.1054 38.9571 18.3459 17.4528 16.7277 19.4232 15.4215 11.9267 13.3008 11.0887 9.40232 8.74255 8.37394 7.13737 7.10917 6.96638 6.319 5.65184 5.19955 4.90177 3.94732 3.69877 5.89412 3.44216 3.08143 2.73262 2.30074 2.28014 2.11305 2.0322 1.78678 1.60784 1.57924 1.51214 1.39289
threshold=0 1 2 3 1.0000000180025095e-35 4 5 1.5000000000000002 2.5000000000000004 6 1.5000000000000002 2.5000000000000004 7 22.500000000000004 3.5000000000000004 8 9 10 1.5000000000000002 11 12 13 1.5000000000000002 14 2.5000000000000004 15 16 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 17 18 19 20 21 22 23 48.500000000000007 2.5000000000000004
decision_type=9 1 1 9 2 1 1 2 2 1 2 2 9 2 2 1 9 1 2 9 1 1 2 9 2 1 9 2 2 2 1 1 1 9 1 9 1 2 2
left_child=1 2 4 11 19 10 -3 18 25 20 16 29 -13 30 22 -12 -5 36 23 21 -10 -1 -8 34 35 26 38 28 -24 -2 -6 -14 -16 -11 -4 -18 37 -9 -7
right_child=3 6 7 5 13 8 14 17 9 33 15 12 31 -15 32 -17 24 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.073486578552101389 -0.055976915297265208 0.03549090076533206 0 -0.020412424355371772 0.12717744963232178 -0.0080669408970158174 -0.047749078643395414 0.063091677670566254 0.028894188357718426 0.00056497110625453777 0.05302786928785963 0.0088923552391581319 0 0 0.021014616775456602 -0.00031150183675184468 0.01150817392832558 -0.0039153140578018766 0 0 -0.0038801007786262035 0.024331165278957956 0.0072742853320603932 -0.0049868412510381786 0.02780870722722344 -0.047433000812753819 -0.030464803727885473 0.011379598741569769 -0.03012625060957216 0 0 -0.040995992864394579 -0.0064561816062405327 -0.039378353679301571 0.036049959003646423 -0.006917717645849285 0.0055093075208936587 0 0.011644278705412774
leaf_weight=133.56592510675546 934.82179763418389 14.610697943367995 40.260761232348159 125.79907948270557 286.84431416803272 51.561639980849577 134.50865596803487 311.00474581192248 86.340846872015391 6.7333930932800286 63.424322788516292 73.845975150616141 10.188194715825373 3.329482682660454 16.185304829617962 29.172168257267913 31.730059730820358 5.3829663400829295 100.7865252677002 41.965945519012166 79.203877679537982 104.98064610810252 2.6256421816942739 19.983184670330957 45.877807015902363 323.64842887708801 240.32802458447986 26.555439771531383 34.384996506734751 10.454314455360871 3.0031958786130408 114.1641036310757 9.1707249118771887 80.376390637771692 273.59352285112254 97.470135681971442 23.052736712445039 1.6759063296485681 33.583669569721678
leaf_count=84517 3422153 28666 51517 359012 104019 149745 428869 185273 179952 17620 121185 179470 28513 2650 34747 71129 67018 12219 191000 72405 194165 73601 6456 50004 98855 1078793 793851 81165 101613 26080 6435 353568 22030 250522 253359 244312 25630 3827 91082
internal_value=0 0.0513965 0.064852 -0.0335467 0.0916849 -0.0178037 -0.0205657 0.0403225 -0.0289966 -0.00522181 0.00746497 -0.0499213 -0.0207142 0.124269 -0.029422 0.0378123 -0.00332388 0.0582045 0.0236579 0.0509 0.0134898 0.0560198 -0.0377679 0.0301684 0.00922719 -0.0375961 -0.0237928 -0.00490319 -0.0209273 -0.0554239 0.126295 -0.036746 0.0101752 -0.0376896 0.0327127 0 0.0602602 0.0625857 0
internal_weight=0 1587.47 1349.43 2438.72 573.69 1295.25 238.041 775.74 901.776 252.655 393.474 1143.47 198.198 293.177 223.431 92.5965 300.877 341.116 434.624 280.513 165.545 238.547 198.075 333.837 175.078 649.122 325.473 63.5661 37.0106 945.276 289.848 124.352 25.356 87.1098 313.854 129.2 335.733 312.681 85.1453
internal_count=9547027 1820002 1116456 7727025 343627 3717241 703546 772829 2755730 642259 961511 4009784 561551 113104 674880 192314 769197 226949 545880 230523 374117 158118 618103 354880 410185 2113471 1034678 189234 108069 3448233 110454 382081 56777 268142 304876 311330 214730 189100 240827
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=296000 2 7 1078052 7 1 2 32 2 14680080 1 64 2 2 1088 2 16844928 1 515 214 4259968 64 591872 2
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=40
num_cat=22
split_feature=2 5 2 1 0 1 1 6 0 0 12 5 6 1 3 0 2 2 6 5 3 3 6 0 0 1 2 0 1 0 0 3 1 0 3 2 3 0 12
split_gain=577.373 119.385 51.6547 48.2566 37.5565 34.2053 17.607 14.8302 12.9633 12.6988 11.7599 11.4404 10.9585 13.9382 12.3974 10.9287 11.8991 7.51404 7.41899 7.31585 6.31669 5.85038 5.62638 5.25675 4.59087 3.84957 3.71139 3.38651 5.04523 2.63167 2.50655 2.47559 2.17425 2.16495 2.11548 2.01558 1.94249 1.71094 1.5978
threshold=0 1 2 3 3.5000000000000004 4 5 6 1.5000000000000002 1.5000000000000002 7 8 9 10 1.0000000180025095e-35 2.5000000000000004 11 12 13 14 1.5000000000000002 3.5000000000000004 15 1.0000000180025095e-35 42.500000000000007 16 17 1.0000000180025095e-35 18 1.5000000000000002 14.500000000000002 9.5000000000000018 19 5.5000000000000009 1.5000000000000002 20 2.5000000000000004 4.5000000000000009 21
decision_type=9 1 9 1 2 1 1 1 2 2 1 1 1 1 2 2 9 9 1 1 2 2 1 2 2 1 9 2 1 2 2 2 1 2 2 9 2 2 1
left_child=1 3 15 4 -1 9 23 8 26 17 24 37 27 33 -15 31 18 25 -17 35 -19 29 -22 -3 -6 -4 -7 28 -5 -8 -25 -2 -18 -14 -13 -11 -31 -10 -29
right_child=2 6 5 12 10 7 21 -9 11 19 -12 34 13 14 -16 16 32 20 -20 -21 22 -23 -24 30 -26 -27 -28 38 -30 36 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.056693454424628711 -0.053523936431866828 -0.0036251504037473695 0.033607066450430566 0.029360381802447752 0.1241306119962996 0 -0.047866671448188028 -0.040595026395416192 0.0050660184213527984 0.052618117157004277 -9.8640129015395539e-05 -0.032118415255070802 -0.022168120988641606 0.045980867033461333 -0.001350806357919672 0.033548047714820728 0 -0.025600803430166515 -0.012537184698591566 -0.00029619295887525136 0.025052462993949795 0.0013285178791839901 -0.012843158631017157 0.046280048928090019 0 0 -0.03096374444682351 0.051157438118553479 -0.0032179349684390204 -0.016209565549118732 0 0 -0.039186316806199745 0.0038429461529023295 0 0 0.010023257644645608 0.035853443614724076 0
leaf_weight=678.51172472268809 883.95727642485872 21.871362019766821 28.847892554331338 66.639507540821796 150.30129086540546 70.863495595520362 109.96374661722803 432.69500009666081 76.567415467143292 46.471274505049223 3.0313137382036066 30.385715699725552 81.678511286649154 99.346079604671104 73.326156114140758 33.636743078532163 10.188194715825373 129.88422495717532 40.86827715949039 29.163089683599537 41.9549791237514 23.281651168857934 49.145380195928738 26.732599963608667 1.1495804436271999 49.492504681606079 200.36827716502012 210.55679293777212 53.98259043431608 40.398302895802772 2.3780386367870952 10.454314455360871 109.58132081333315 9.4702485968300589 22.008642499509733 20.403086830716347 7.2626496552547897 45.799504302151036 2.852221185254165
leaf_count=419430 3422153 55175 58293 94466 33871 204279 377361 1416461 187118 76648 7262 100451 110186 85912 105253 78807 28513 360978 100663 71129 97865 52032 126959 64307 2088 125102 687423 166893 76149 126949 5800 26080 353568 8817 67375 44537 21922 92623 6129
internal_value=0 0.0446735 -0.0314434 0.055628 0.0715132 -0.0164769 -0.0186981 -0.0272107 -0.0124268 0.006998 0.11905 0.00691762 0.0290558 0.010836 0.0258984 -0.0474878 -0.019326 -0.00286802 0.00826514 0.0340468 -0.0126712 -0.0321242 0.00401463 0.0208793 0.12271 0.0174284 -0.0253344 0.0413411 0.0167874 -0.0397988 0.0403935 -0.0529682 -0.0349299 -0.015433 -0.0223448 0.047574 -0.00602147 0.0233485 0.0502073
internal_weight=0 1662.73 2362.74 1430.85 832.994 1274.05 231.888 878.688 445.993 395.362 154.482 174.761 597.852 263.821 172.672 1088.69 194.275 299.325 74.505 96.0375 220.985 180.906 91.1004 50.982 151.451 78.3404 271.232 334.031 120.622 157.625 29.1106 894.412 119.77 91.1488 52.3944 66.8744 47.661 122.367 213.409
internal_count=9547027 1820002 7727025 1116456 462651 3717241 703546 2755730 1339269 961511 43221 447567 653805 310168 191165 4009784 561551 769197 179470 192314 585802 578264 224824 125282 35959 183395 891702 343637 170615 526232 70107 3448233 382081 119003 167826 121185 148871 279741 173022
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=296000 2 1078052 15 7 7 2 1 2 2 384 32 591875 2 2 2 1 16844928 416 515 10487946 1
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=40
num_cat=23
split_feature=2 5 1 2 6 0 0 1 0 1 1 2 0 3 3 0 2 3 2 12 2 2 3 6 2 1 2 0 3 2 11 0 3 1 2 0 0 3 1
split_gain=470.79 145.59 42.7108 39.5902 37.6193 28.8106 25.7563 21.1813 16.3142 15.7235 12.0208 9.88241 8.70516 8.46885 6.56846 6.54459 6.53718 6.18267 5.70273 5.42076 5.40125 5.25061 5.13744 5.0642 4.30309 3.7498 3.71748 3.04052 2.84929 2.65087 2.21277 2.14069 2.09281 1.34434 1.30885 1.28685 1.23802 1.20921 1.15154
threshold=0 1 2 3 4 1.0000000180025095e-35 1.5000000000000002 5 1.5000000000000002 6 7 8 22.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 9 5.5000000000000009 10 11 12 13 1.5000000000000002 14 15 16 17 14.500000000000002 3.5000000000000004 18 19 5.5000000000000009 5.5000000000000009 20 21 3.5000000000000004 92.500000000000014 9.5000000000000018 22
decision_type=9 1 1 9 1 2 2 1 2 1 1 9 2 2 2 2 9 2 9 1 9 9 2 1 9 1 9 2 2 9 9 2 2 1 9 2 2 2 1
left_child=1 2 5 37 6 16 10 15 21 11 14 -6 -7 26 34 -3 23 -9 -16 29 -15 22 33 -1 -12 -22 -8 -17 35 31 36 -10 -26 -4 -5 -13 -11 -2 -28
right_child=3 7 8 4 9 12 13 17 19 30 24 28 -14 20 18 27 -18 -19 -20 -21 25 -23 -24 -25 32 -27 38 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.05632118736592933 -0.061687728536463787 -0.01110584336069583 0 0.0023571906376813117 0.030326097805998094 0.089105050052171716 -0.00033260728983593711 -0.044798139330165299 0.034958832057568431 -0.046979898182866187 -0.0063069250905929582 -0.027272569862773589 -0.00035052540694388812 0.019709009570147245 0.033520528941996502 0.037753645528773395 0 0.0070754593375287741 -0.0047585075060386358 -0.0045015483164282865 0.0081365282367775911 -0.0028489623478117239 0 0.01726572449489033 -0.039986335617415283 -0.018635834902772298 0 -0.002191044563148491 0.0044706958151188598 0.0076945394503693384 0 0.071746633818091002 0 0.028152623183058625 -0.017253296985208024 0 0 0 0.047502835170840065
leaf_weight=162.35400003526593 421.27297147616628 31.856864494417096 49.160389018099522 8.8455597372085304 20.609625441691605 366.69067705064663 18.185568442684598 214.43802980703185 251.78348825906869 656.16691343925777 121.12886353753856 88.206286567554343 4.1059654425480394 60.221425632364117 43.119785180169856 46.208751964004477 45.829641322430689 6.4203468825726295 41.882352376735071 5.6000430364802005 39.514119158848189 93.778102093492635 88.784467638208298 118.20171790505992 263.14940194628434 98.837155029585119 10.182225988246499 3.7376839948701663 14.026421587419462 64.862428535503568 2.1144625243323381 103.69828893797239 12.829877548268994 285.85498367086984 95.312577913078712 7.4706799615232731 0.88673033597296935 1.4686106169829134 55.572974771406734
leaf_count=105262 1669513 82674 60335 28323 46959 129836 44728 716705 175319 2315732 451510 255354 3401 153093 113746 113621 75660 15365 133815 12632 105302 273640 157810 82721 993640 289456 25888 9420 39561 76561 5708 58158 46068 244541 284474 16146 2409 3870 128071
internal_value=0 0.0351642 0.0470579 -0.0326096 -0.0241895 0.0663904 -0.00902061 -0.0257812 0.0298703 -0.0398699 -0.0208423 -0.00256195 0.0874139 0.0141973 0 0.0124485 0.0381795 -0.0398403 0.0182308 0.04472 0.000152632 0.0158667 0.0202014 0.0427146 -0.0297902 -0.00919745 0.0360009 0.0313114 -0.0171966 0.0462981 -0.0456776 0.049922 -0.0370446 0.0258981 -0.0143074 -0.0244374 -0.0467573 -0.0600441 0.0418072
internal_weight=0 1943.37 1640.7 2081 1658.26 697.182 868.782 302.662 943.522 789.481 586.268 130.313 370.797 282.513 189.16 81.8033 326.385 220.858 85.0021 425.944 198.573 517.578 423.8 280.556 397.108 138.351 83.9408 49.9464 109.703 420.344 659.168 355.482 275.979 335.015 104.158 95.677 657.054 422.742 65.7552
internal_count=9547027 2393661 1455876 7153366 5479983 396880 2798114 937785 1058996 2681869 2051576 358020 133237 746538 560358 205715 263643 732070 247561 322670 547851 736326 462686 187983 1491218 394758 198687 123041 311061 310038 2323849 233477 1039708 304876 312797 271500 2318141 1673383 153959
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=363584 2 7 1069572 2 263 513 519 4194435 2112 8396968 1 8360 1088 2 29360513 69 20979856 2112 1 576 532480 544
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=40
num_cat=20
split_feature=2 5 1 2 1 6 0 1 0 0 0 2 5 3 2 0 2 12 3 0 3 3 5 2 0 6 8 0 2 1 0 3 0 3 3 12 0 2 3
split_gain=387.086 108.473 33.8806 33.7798 31.3147 19.6237 19.477 18.1963 15.8863 14.1749 13.0196 10.3385 8.97747 8.75391 7.44306 6.8342 6.51437 4.59804 4.5659 4.34925 4.15276 3.84723 3.75115 3.71115 3.35785 3.31667 3.28725 2.52758 2.21581 2.09857 1.94807 1.93111 1.6849 1.54113 1.33471 1.32608 1.30629 1.20943 1.09409
threshold=0 1 2 3 4 5 1.0000000180025095e-35 6 1.5000000000000002 1.5000000000000002 1.5000000000000002 7 8 3.5000000000000004 9 24.500000000000004 10 11 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 12 13 4.5000000000000009 14 15 14.500000000000002 16 17 9.5000000000000018 3.5000000000000004 42.500000000000007 2.5000000000000004 1.5000000000000002 18 92.500000000000014 19 9.5000000000000018
decision_type=9 1 1 9 1 1 2 1 2 2 2 9 1 2 9 2 9 1 2 2 2 2 1 9 2 1 1 2 9 1 2 2 2 2 2 1 2 9 2
left_child=1 2 6 38 10 8 14 19 35 16 11 18 24 26 25 -8 20 23 -5 -3 -4 -14 28 32 -10 -1 30 -21 -12 -18 -9 -13 -11 -31 -24 -6 -7 -15 -2
right_child=3 7 9 4 5 36 15 13 12 17 22 31 21 37 -16 -17 29 -19 -20 27 -22 -23 34 -25 -26 -27 -28 -29 -30 33 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.049042988110211877 -0.05949283405096123 -0.0064895066769025626 0.023145814802202905 -0.0023255293052728415 -0.029927626988003997 -0.047201534177423628 0.074079514033085644 -0.046963441641138297 0.00032955178584958075 0.045583075524538254 0.04239374733528134 -0.028560853620535415 -0.032617794872291321 0.012067980314642811 -0.00065990099821780447 -0.0012140271851070941 0.0042124261580847033 -0.0047184889019883727 0.027438319378297008 0.032789910749037046 0 0.004349091258754054 -0.013627759492538706 0.0066019343522137541 0.031389576134431572 0.015660008621418916 0.0021248077385042446 -0.0019563595363217552 0 -0.023612376425084909 0 0 0 0 0.01048935881064878 0 0 -0.0073434115102988876 0
leaf_weight=171.72246540588094 396.8508477814903 33.080304589413572 343.15415567936725 107.14727571597905 378.0108620604442 511.42043600752368 406.46657048165798 184.84745900827693 96.545635806454811 369.63876069916296 45.658577561349375 158.90415519280941 45.66705127080786 24.237632936506998 49.561159278295236 3.3957700161263338 61.694141623389442 5.6810655105218748 44.529787958716042 51.314411427563755 88.781060065986821 15.036502097253104 13.989376863901272 80.938162165140966 53.701285618270049 120.25283765321365 0.35490765099530008 3.6569622610113575 22.362033696699655 44.600185473856982 11.513513110636266 22.408544339326909 2.3311515810200936 17.944770567002706 17.057218819129048 0.89526064596429833 0.79987867304589499 12.87881936461781 1.5318336650961999
leaf_count=105262 209255 36326 304871 130420 186019 269588 138125 83178 107215 211752 67638 74682 26582 31734 79549 3182 49472 12700 78256 67023 157214 11512 13514 101116 93228 82721 152 4045 39648 27852 4703 10957 4403 11903 22430 440 672 8891 512
internal_value=0 0.0298016 0.0396504 -0.0316903 -0.0234172 -0.0321689 0.0562038 -0.0213115 -0.0177517 0.0250661 0 -0.00994724 0.00289199 -0.0342921 0.0328014 0.0727334 0.0126674 0.0383013 0.00743976 0.0124254 0.0181243 -0.0217436 0.027027 0.0397217 0.0164721 0.0377921 -0.0431253 0.0270732 0.0366676 -0.00504271 -0.0448031 -0.0241142 0.0438952 -0.0151796 0 -0.0293474 -0.0469106 0.00129488 -0.0578212
internal_weight=0 2088.05 1766.16 1932.52 1534.13 1102.08 751.399 321.884 589.857 1014.76 432.057 332.99 210.95 233.832 341.536 409.862 556.174 458.589 151.677 88.0517 431.935 60.7036 99.0672 452.908 150.247 291.975 196.716 54.9714 68.0206 124.239 196.361 181.313 371.97 62.545 31.0466 378.906 512.22 37.1165 398.383
internal_count=2868742 1526174 1290122 1342568 1132801 695256 408839 236052 424996 881283 437545 294315 238537 128658 267532 141307 551312 329971 208676 107394 462085 38094 143230 317271 200443 187983 88033 71068 107286 89227 87881 85639 216155 39755 35944 186459 270260 40625 209767
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=363712 2 7 1069572 7 2 263 532491 2 2112 1088 1 2 2112 2 1 10486058 792 1 65728
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=40
num_cat=23
split_feature=2 5 2 6 0 3 0 1 1 5 1 1 1 3 2 1 0 2 0 3 3 6 2 9 1 2 0 12 0 2 1 3 3 3 6 0 0 3 8
split_gain=318.993 84.3726 32.0755 32.1528 28.2906 20.8697 20.2471 17.8997 16.5231 13.5004 13.3611 12.9941 11.4021 11.1688 8.23438 7.70963 6.81809 6.15964 5.74762 7.9709 5.6108 4.50026 4.36106 3.90295 3.84604 3.39553 3.31733 3.19939 3.15463 5.50541 2.56485 2.37395 2.12694 1.92355 1.91787 1.85055 1.66016 1.64864 1.57412
threshold=0 1 2 3 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4 5 6 7 8 9 3.5000000000000004 10 11 4.5000000000000009 12 2.5000000000000004 1.5000000000000002 2.5000000000000004 13 14 15 16 17 1.0000000180025095e-35 18 1.0000000180025095e-35 19 20 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 21 48.500000000000007 42.500000000000007 5.5000000000000009 22
decision_type=9 1 9 1 2 2 2 1 1 1 1 1 1 2 9 1 2 9 2 2 2 1 9 1 1 9 2 1 2 9 1 2 2 2 1 2 2 2 1
left_child=1 4 -2 6 7 24 11 21 -3 15 14 22 27 18 -5 -8 -17 23 38 32 -11 -1 -4 -9 -6 -13 -19 35 -12 -30 -15 -24 -20 -16 -21 -7 -26 -27 -10
right_child=2 8 3 10 5 12 9 17 13 20 28 25 -14 30 33 16 -18 26 19 34 -22 -23 31 -25 36 37 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.047128947765486748 -0.059703141874608436 0.031392994417290598 0.018027400097991444 0.029585036212563268 0 0.05296564678209098 -0.0012535968462474632 0.021411260359906342 -0.044651968612592192 -0.030162650063487569 -0.053697872539040903 -0.0037197415530664927 -0.0014350512830595245 -0.0082540213039131605 -0.021768042185762553 0.010191682814877961 0.061405950381908804 -0.015201719250483609 0.00090861277987316956 0.035242389256639493 0.010862384678090385 0.022099108797499656 -0.015424164884086603 -0.00082538823768293153 0.084201742128750007 -0.036360641566810875 0.0089449780144727955 0 0.0047085894226995811 -0.031884371488108493 0.019819502957384563 0.012069872626724642 -0.031685709015638046 0.0024640598119375964 0 0 0 0 0
leaf_weight=416.9611922284239 292.36877064596047 20.116527075122576 71.813738254029886 17.869656680733897 13.142263471672775 75.096615062502678 65.293265829415759 534.13843603903661 181.29420753600425 58.75148092386371 313.22882168421347 93.960267630114686 89.653131517930888 13.402896937273908 82.447732762782834 87.940288457117276 48.667970612703357 78.462398958043195 2.7018875329522407 10.665044708614005 20.50680883610039 265.86998387874337 89.384985406490159 67.76819336914923 206.99197671347065 282.58948557423719 80.114186285092728 2.6138618605618822 27.79746174038155 291.66919442397193 31.76349413979915 5.6902326050330876 40.244105476362165 10.009917370800393 13.321914299071068 1.4133795301313501 0.6962669244967391 14.208993275809915 0.28229264612309535
leaf_count=233285 163664 36914 113926 29752 9697 43134 85665 479942 102074 39874 176606 48942 74263 7637 66540 104427 76756 46512 1914 7234 18344 177929 57516 61259 59049 144127 91587 4859 30375 159962 45362 4034 30816 15712 7706 2852 1118 6612 189
internal_value=0 0.0262952 -0.0296078 -0.022525 0.0346175 0.0589747 -0.00829658 0.026772 -0.0194585 0.0121235 -0.0375456 -0.019196 0.0235316 -0.0266034 -0.000246823 0.0254448 0.0358573 0.0140418 -0.0353972 -0.00304863 -0.0167342 0.0386028 0.00292463 0.0185449 0.0788129 -0.0282886 -0.00183227 0.0433464 -0.0426441 -0.0284887 0.00906693 -0.00822236 -0.0259921 -0.0154705 0.0240893 0.0509351 0.0802842 -0.0338103 -0.0437806
internal_weight=0 2146.71 1874.2 1581.83 1832.92 389.607 838.808 1443.31 313.792 281.16 743.023 557.648 168.777 293.676 110.327 201.902 136.608 760.483 248.509 66.933 79.2583 682.831 166.889 601.907 220.831 390.759 158.577 79.1239 632.695 319.467 45.1664 95.0752 42.946 92.4577 23.987 76.51 207.688 296.798 181.577
internal_count=2868166 1525332 1342834 1179170 1285486 194972 700223 1090514 239846 325066 478947 375157 125108 202932 112004 266848 181183 679300 149933 47670 58218 411214 175476 541201 69864 199681 138099 50845 366943 190337 52999 61550 32730 82252 14940 45986 60167 150739 102263
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=363712 2 1069060 2 519 1 2 1 7 149 4194339 672 1088 2 533000 3 768 25166081 1 6291456 552 2 1
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=40
num_cat=22
split_feature=2 5 2 1 0 0 1 3 1 5 0 3 1 2 0 6 0 3 1 6 3 2 3 0 1 5 3 9 0 6 1 12 3 0 2 6 8 3 0
split_gain=263.498 67.537 30.3593 29.3098 21.0062 19.2161 15.1082 13.9264 13.8339 13.4308 11.6533 10.0955 10.047 8.8189 6.25633 5.78436 5.39281 7.18612 5.01651 10.9363 3.66138 3.53983 3.50613 3.47554 3.44479 3.04766 2.97737 2.9114 2.68451 2.55624 2.46683 2.24152 2.03301 1.99093 1.81026 1.75175 1.49055 1.38078 1.35409
threshold=0 1 2 3 3.5000000000000004 1.5000000000000002 4 1.0000000180025095e-35 5 6 1.5000000000000002 3.5000000000000004 7 8 1.0000000180025095e-35 9 2.5000000000000004 1.5000000000000002 10 11 2.5000000000000004 12 4.5000000000000009 24.500000000000004 13 14 2.5000000000000004 15 1.0000000180025095e-35 16 17 18 1.0000000180025095e-35 4.5000000000000009 19 20 21 1.5000000000000002 14.500000000000002
decision_type=9 1 9 1 2 2 1 2 1 1 2 2 1 9 2 1 2 2 1 1 2 9 2 2 1 1 2 1 2 1 1 1 2 2 9 1 1 2 2
left_child=1 4 -2 10 8 29 38 24 14 15 13 16 23 20 21 33 36 32 19 -10 -4 -1 -11 31 -6 34 -14 -20 -15 -5 -13 -9 -18 -7 -12 -19 -8 -27 -3
right_child=2 6 3 5 7 9 11 12 18 22 25 30 26 28 -16 -17 17 35 27 -21 -22 -23 -24 -25 -26 37 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.024933294026384663 -0.057578374726487171 0.040005890378969775 -0.00098067830112044674 -0.027190016893722503 0.0010616143822158211 0.00075986310379148403 -0.042905041927972176 0.056331399897328049 0.019901881483304337 -0.039751866450184574 0.039569161829633159 -0.0083061805498530119 -0.010330653825013334 -0.027650188473225586 0.053390469466329388 -0.012131537942386037 0.0009164797279302277 0.033333011306530567 0.021396338371402718 -0.019089992651544169 0.025193571697004976 -0.0034060450098254737 0 0 0.070167267492222393 -0.01315523739578936 0.016874701291527221 0 0 -0.049272496878661927 0.019084752066408958 0 -0.030539768730143177 0.025118077158709076 0 0 0 0.011452460280447243 0
leaf_weight=189.3986934114364 275.73880543700943 19.275725121580766 107.30450736932107 380.53205803903984 28.216348019457655 101.95835250240634 174.8365309915971 54.944097663159482 122.5229408465384 102.7367670131207 50.255284893355565 13.433334404689958 80.174979194707703 142.71702270211244 211.14005147054559 120.18330637234612 2.6993433042953248 11.247130816627759 733.88500959548401 104.61450256485841 46.663681395439198 29.34523502344382 11.41243011895858 2.7067072257341342 210.52545020787511 13.750396418850871 33.266873417975148 88.87356193253072 43.976244102261262 324.6938455329946 32.205886973912129 1.601957726292311 39.086326892953366 59.491841284238035 22.177288942941232 13.315700835984899 0.31063078483566542 17.547680813528132 1.500199899659491
leaf_count=106155 163858 33863 128472 199752 18838 111844 99964 29198 128296 58054 69474 7685 60932 68018 70298 69297 1921 9347 558794 112837 77574 50504 7126 3724 51027 11179 30316 68606 22382 182899 47167 3280 27168 101968 40643 7703 198 22199 3057
internal_value=0 0.0233167 -0.0275997 -0.0207438 0.0305068 -0.0292995 -0.0180556 0.0510476 0.0236961 -0.00984526 0.00050325 -0.0251346 0.0211312 -0.00803377 0.0390693 0.00168845 -0.0337266 -0.00246008 0.015706 0.000620294 0.00771663 0.0208386 -0.034812 0.0438653 0.0667969 0.0263334 0 0.0193011 -0.0210619 -0.0393607 0.0083846 0.0534368 -0.0247948 0.013832 0.0346822 0.022779 -0.0420166 0 0.0299662
internal_weight=0 2199.13 1821.14 1545.4 1891.22 1101.01 307.911 411.436 1479.78 395.783 444.392 287.135 172.695 340.661 429.884 281.634 241.496 66.3485 1049.9 227.137 153.968 218.744 114.149 59.2528 238.742 103.731 113.442 822.759 186.693 705.226 45.6392 56.5461 41.7857 161.45 72.4326 24.5628 175.147 31.2981 20.7759
internal_count=2865617 1530878 1334739 1170881 1292805 730940 238073 197315 1095490 348289 439941 201153 127450 296446 226957 283109 146301 46139 868533 241133 206046 156659 65180 36202 69865 143495 91248 627400 90400 382651 54852 32478 29089 213812 110117 17050 100162 33378 36920
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=363712 2 1069060 7 1 6 2 133 4726795 2 192 2 64 832 2 3 2 552 1 10486570 2 1
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=40
num_cat=25
split_feature=2 5 2 6 2 0 1 1 0 1 1 12 7 2 3 5 1 0 2 0 3 9 1 0 2 2 8 1 1 0 3 3 0 2 1 0 0 2 3
split_gain=221.654 53.367 28.2556 26.9831 19.0558 19.6209 15.1484 14.494 11.5683 11.4904 8.40278 8.11004 7.11171 7.04221 6.73429 6.38306 5.19714 4.26623 3.97292 3.69939 3.63545 3.62159 3.50323 3.23752 4.91055 3.20776 3.1266 3.11581 2.51308 2.46121 1.96186 1.65174 1.62435 1.61645 1.34992 1.18371 1.17733 1.15288 1.13843
threshold=0 1 2 3 4 2.5000000000000004 5 6 1.5000000000000002 7 8 9 10 11 5.5000000000000009 12 13 1.0000000180025095e-35 14 1.0000000180025095e-35 2.5000000000000004 15 16 1.0000000180025095e-35 17 18 19 20 21 14.500000000000002 2.5000000000000004 3.5000000000000004 42.500000000000007 22 23 7.5000000000000009 18.500000000000004 24 5.5000000000000009
decision_type=9 1 9 1 9 2 1 1 2 1 1 1 1 9 2 1 1 2 9 2 2 1 1 2 9 9 1 1 1 2 2 2 2 9 1 2 2 9 2
left_child=1 4 -2 6 5 12 25 19 18 13 35 32 16 -5 26 22 30 34 -8 -3 -17 28 -10 -11 -25 -4 -9 33 -19 -21 -1 -15 -12 -23 -6 -7 -30 -36 -20
right_child=2 7 3 9 17 10 8 14 15 23 11 -13 -14 31 -16 20 -18 21 38 29 -22 27 -24 24 -26 -27 -28 -29 36 -31 -32 -33 -34 -35 37 -37 -38 -39 -40
leaf_value=0.0030235303868541763 -0.055446088171208496 -0.0048053146392543454 -0.0030983306728224794 0.027802030675136275 0 0.011812100129744731 -0.00058005927903082076 -0.036442538581674032 0.022129680003933498 -0.049537331319499001 0.057182491852153516 -0.006501903019655148 0.05248371654159887 -0.019903906432660972 0.013435852289517778 -0.030391645677070575 0.024537836505239365 -0.00037371867199884404 -0.032528663905834657 0.031800631617338107 0.004974717470551864 0.022802458439313035 -0.0021210716651577709 0.0052949128541072959 -0.028324842430604458 0.019534231447562334 0.0038871316801879705 -0.016254967783370475 0.031810834712477594 -0.0020638603787352626 0.023507677643762138 0.0020086688216828272 0 -0.0025912525615348452 0 -0.0062619404858326958 0 -0.022940855912735175 0
leaf_weight=347.02289408966317 260.6420471528545 31.964891004230594 51.829176707004081 18.676337861077627 52.685324598627631 57.565849320817506 89.731545579677913 204.34509568220528 96.704971628001658 284.95622144475055 412.17725519620581 6.3611992207006542 68.232015345827676 79.832566197961569 7.9038559557811814 43.250132659435621 697.1277264051605 25.221259468060452 264.84873098149546 51.923987855640007 15.720583549060391 12.107566593040247 66.225752487807767 27.420056030357955 275.20951090191375 176.60779402589833 0.80236387930926767 47.106241136265453 81.449497620400507 3.6938971877098075 41.22950881102588 10.188393633667145 1.8871486918942526 9.2618563093419652 21.365544959291583 13.714223923947428 3.3903105856152242 43.030718282534508 14.520169521420028
leaf_count=262862 164003 34084 36426 30030 77346 49895 48288 117402 126755 174266 114321 9911 36055 65364 12511 21098 397269 31856 143927 68630 11944 14403 87173 30428 151897 217095 837 51379 84215 4218 56884 15840 3321 8229 37511 12073 3810 44491 6886
internal_value=0 0.0210015 -0.025814 -0.0192311 0.0271899 0.0312568 -0.006205 -0.0162512 -0.0146078 -0.0335233 0.0487251 0.0535581 0.0227756 0 -0.0288919 0.00198959 0.0192776 0.00182311 -0.0251032 0.0128382 -0.0190933 0.0116337 0.0129576 -0.038518 -0.0248663 0.0135851 -0.0345332 -0.00327611 0.0205345 0.0261125 0.0072723 -0.0138852 0.0567394 0.0123927 -0.0102948 0.00413911 0.0272814 -0.0166921 -0.0301953
internal_weight=0 2241.57 1776.36 1515.72 1940.94 1645.32 819.439 300.634 591.002 696.283 491.706 420.426 1153.61 108.697 213.051 221.901 1085.38 295.618 369.1 87.5828 58.9707 178.537 162.931 587.586 302.63 228.437 205.147 68.4757 110.061 55.6179 388.252 90.021 414.064 21.3694 117.082 71.2801 84.8398 64.3963 279.369
internal_count=2864933 1533513 1331420 1167417 1295831 942591 699592 237682 446071 467825 189521 127553 753070 111234 130750 246970 717015 353240 199101 106932 33042 193892 213928 356591 182325 253521 118239 74011 119881 72848 319746 81204 117642 22632 159348 61968 88025 82002 150813
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=363712 2 1069060 2 2112 7 263 1 832 1 1 4194339 2 232 25166080 1 344 6291456 4194577 1 777 776 295040 265 1024
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=40
num_cat=25
split_feature=2 5 1 2 6 2 2 0 1 0 1 3 5 1 12 7 0 3 1 0 12 0 0 3 1 9 2 1 8 2 1 1 2 3 3 2 0 0 0
split_gain=185.687 41.9439 26.006 17.0265 22.3079 14.7699 13.9881 13.6628 12.5077 9.42542 7.24149 6.33555 6.31431 5.92154 6.66306 5.8945 5.00493 4.09463 3.83153 3.65965 3.1738 5.08438 3.27231 3.02861 2.98234 2.96305 2.95501 2.80985 2.72133 2.39059 2.21513 2.16331 1.90569 3.40687 1.73018 1.55639 1.55476 1.35334 1.31847
threshold=0 1 2 3 4 5 6 2.5000000000000004 7 1.5000000000000002 8 3.5000000000000004 9 10 11 12 1.5000000000000002 2.5000000000000004 13 1.0000000180025095e-35 14 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 15 16 17 18 19 20 21 22 23 1.0000000180025095e-35 9.5000000000000018 24 9.5000000000000018 92.500000000000014 42.500000000000007
decision_type=9 1 1 9 1 9 9 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 2 2 1 1 9 1 1 9 1 1 9 2 2 9 2 2 2
left_child=1 5 6 -4 9 7 30 15 20 10 29 28 24 -9 38 18 23 -14 -1 -7 21 -3 -23 -8 -11 31 -12 35 36 -5 -2 -21 33 -6 37 -27 -10 -34 -15
right_child=2 8 3 4 32 19 16 13 11 12 26 -13 17 14 -16 -17 -18 -19 -20 25 -22 22 -24 -25 -26 27 -28 -29 -30 -31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.023807388964736557 0.036284582602794734 -0.003069779823921575 -0.055887303139450319 0.018621211927395593 0.0035971482636482687 -0.0096066184951030479 -0.024642380177090705 0.0035792036636746712 -0.039249636407022975 -0.001260003434083909 -0.0013188630799966794 0.0019437008680291724 -0.028351118720381537 0.049049210312090585 -0.0063680039514588949 0.046988636403570067 0.0080289375285819767 0.008060678593339192 0.0092927607384050686 -0.00025182003678023856 -0.010537702137668498 0.041944208289707845 -0.0016004430676889584 0 0.021551141999140717 0.022096415421088953 -0.029280273484691161 -0.015345543407772916 0.0022643425583101584 -0.0071811217917542164 0 0.024786197500094795 -0.045706794338088857 -0.023614844530823437 0 -0.0025739594208306913 0 0 0
leaf_weight=525.51523534668377 59.771098836718011 30.855869157181587 229.66547269459988 39.231537338710041 40.454614288595621 115.9626828476321 159.69567402430403 71.87979568153969 157.59010046179174 55.176372688583797 85.636965289042564 36.689338624681113 46.745341132656904 436.06650854751933 6.3092462631175286 71.888456999935443 62.539738352352288 17.190613809099887 579.56945487129269 25.141599398164544 10.235520516493123 43.957880589267006 3.5352800993132396 62.505838933284394 121.20065657317173 12.408479107718449 255.45095238654176 46.172550221876008 0.31350086402380739 18.172493070174824 23.088654846738791 87.330962407257175 376.89038903884648 76.015779547829879 6.5382731677382244 9.253185118723195 11.072151886648497 0.66380076677887601 1.8871486918942526
leaf_count=232901 74241 33457 153390 46169 29229 153355 114104 61969 82460 73893 46095 41126 23852 114321 9905 36203 89159 13205 486310 31838 14204 58515 4098 66463 160940 14712 142790 51024 149 9045 17127 89311 221290 49214 2812 8236 5072 269 3321
internal_value=0 0.0187899 -0.0241542 -0.0304033 -0.0232908 0.024114 0 0.0276087 -0.0146014 -0.00971917 -0.0188077 -0.0267523 0.00465648 0.0420047 0.0459258 0.0203886 -0.0110379 -0.0159197 0.0171978 0.0016247 0.0119581 0.0208735 0.0354668 -0.0183483 0.0147988 0.0106917 -0.0239225 -0.00269952 -0.0351889 0.00777836 0.0285746 0.018624 -0.0389552 -0.0124631 -0.0434294 0.0118593 -0.0371 -0.0453045 0.0486616
internal_weight=0 2283.63 1736.63 1369.03 1139.37 1989.39 367.601 1693.12 294.25 638.805 398.492 205.665 240.313 516.143 444.263 1176.97 284.741 63.936 1105.08 296.269 88.5846 78.349 47.4932 222.202 176.377 180.307 341.088 67.8342 168.976 57.404 82.8598 112.473 500.563 116.47 384.092 21.6617 168.662 377.554 437.954
internal_count=2865774 1532487 1333287 972193 818803 1293406 361094 944930 239081 515989 244099 128807 271890 189516 127547 755414 269726 37057 719211 348476 110274 96070 62613 180567 234833 195121 188885 73972 87681 55214 91368 121149 302814 78443 224371 22948 87532 221559 117642
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=363712 2 515 1069060 2 2112 4202535 263 4 2 832 1 1 7 1 160 1 25166080 777 1 2630168 3 776 23592977 295040
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=40
num_cat=23
split_feature=2 5 2 1 0 5 1 0 6 0 0 2 1 2 0 0 3 2 2 12 2 9 3 1 0 5 6 1 3 3 3 2 3 3 3 0 8 12 12
split_gain=154.289 33.917 24.2127 22.993 15.0983 15.7683 11.9196 11.6561 10.1384 8.77604 8.64319 6.56787 6.08274 5.46175 5.18956 5.02043 4.51177 4.35605 4.33562 4.26386 3.78934 3.65809 3.06861 2.90506 2.64568 2.55434 2.45768 2.44554 2.425 2.12688 1.88922 1.60922 1.58165 1.54777 1.52194 1.35155 1.34273 1.08972 0.951303
threshold=0 1 2 3 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6 1.5000000000000002 11.500000000000002 7 8 9 4.5000000000000009 1.5000000000000002 6.5000000000000009 10 11 12 13 14 2.5000000000000004 15 24.500000000000004 16 17 18 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 19 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 20 21 22
decision_type=9 1 9 1 2 1 1 2 1 2 2 9 1 9 2 2 2 9 9 1 9 1 2 1 2 1 1 1 2 2 2 9 2 2 2 2 1 1 1
left_child=1 6 38 9 -5 14 13 18 19 11 17 22 -10 15 26 -1 -7 21 -3 20 35 37 -4 -12 -17 31 -6 -19 -13 -29 -16 -11 34 -27 -15 -9 -20 -8 -2
right_child=2 7 3 4 5 16 10 8 12 25 23 28 -14 32 30 24 -18 27 36 -21 -22 -23 -24 -25 -26 33 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.023574850738298854 -0.058697517711948172 0.0055253954191603052 -0.0006159657402581819 -0.038474296857973982 0 -0.038103082472666715 0.015229940327332429 0.049737613705642683 0.017351187005626913 0 0.049326452131952275 -0.022397372051861635 -0.025487862736365597 0.0053003900251802263 0.028181907149377475 0.047119515743482471 0.0041544381402156367 0.0068303826012604462 -0.041865872291462713 -0.0070994409699897112 0 -0.002015613289284254 0.023201049994048081 -0.0012681824893263647 0 -0.013973063611387239 -0.016458719800171689 -0.023523836641003621 0.0012988100517012365 0.0029862286886881782 0 0.032846677146693891 0.019487189070110274 0.01191989384054261 -0.014203669575307044 0 0 -8.834747092570376e-05 0
leaf_weight=497.19971942561097 175.72252597019542 10.221610266220523 104.78876713843783 472.06927165883826 178.06540925653826 181.57396536400483 842.16920578756253 43.451245066171396 7.715588223276427 7.8637321726127993 43.556791192502715 161.94749099393084 82.093532340979436 63.001758466474712 33.958924231294077 296.35850153723732 8.402230484003665 37.674761766626034 109.27945858682506 8.747928828612201 26.929113259539008 116.85280018940102 47.090942500217352 7.5928811437916002 2.2919469841581295 14.166227654204702 135.14888915965275 60.184516763722058 22.314357717070379 9.8063346124545188 68.443099439755315 68.363812793089892 16.012815699039493 18.242189383236109 32.883603180758655 1.1180532161088184 0.46882658413960498 8.0294741836842132 0.26372605854703479
leaf_count=234156 123577 7468 127534 287951 162866 105564 632335 40708 11680 12226 21505 85218 64516 75191 42702 48741 5231 50326 85181 8474 22692 87493 67367 8236 1159 11362 82051 57457 13621 11167 82611 100269 17657 23183 32279 800 672 12363 184
internal_value=0 0.0167594 -0.0224863 -0.0171457 -0.024868 -0.0128655 0.0214309 -0.0134738 0.00244191 0.00145411 0.0130827 -0.00607854 -0.0165595 0.0302533 -0.00061744 0.0333506 -0.0345587 0.0101307 -0.0340099 0.0251482 0.0329817 0.012277 0.00732524 0.046349 0.0460897 0.0233022 -0.00766418 -0.00590569 -0.0175294 -0.0154796 0.0155233 0.0308077 0.00326816 0 -0.000796219 0.0418763 -0.0379167 0.0145807 -0.0555673
internal_weight=0 2323.64 1698.43 1522.44 1077.66 605.593 2033.62 290.025 170.055 444.778 1125.87 336.142 89.8091 907.748 415.616 795.85 189.976 1074.72 119.97 80.2463 71.4984 967.051 151.88 51.1497 298.65 108.636 313.214 107.666 184.262 69.9909 102.402 76.2275 111.898 32.4084 95.8854 44.5693 109.748 850.199 175.986
internal_count=2865773 1532256 1333517 1209756 768976 481025 1290065 242191 148870 440780 880882 293740 76196 409183 370230 284056 110795 851141 93321 72674 64200 732191 194901 29741 49900 147040 244917 118950 98839 68624 125313 112495 125127 34545 107470 41508 85853 644698 123761
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=363712 2 1069056 7 2 7 2 532491 1 2112 3136 32896 1 327872 3 184 2 2 776 4726785 1 1 1
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=40
num_cat=25
split_feature=2 2 6 1 1 0 3 6 5 6 1 3 0 2 0 12 1 1 0 3 0 3 0 2 2 2 2 8 6 3 2 2 5 1 2 3 3 3 7
split_gain=127.757 25.6191 28.7792 17.6004 14.2132 13.9193 13.662 23.6872 13.0824 12.6459 39.7993 11.2806 9.75689 8.43827 7.2269 7.27781 7.07807 6.19708 5.18806 6.52657 5.10518 4.80158 4.06064 3.96412 3.8946 3.57582 3.34103 3.20387 3.18395 2.93265 2.71364 2.55725 2.51351 2.76742 2.22286 2.13462 1.9416 1.83448 1.8304
threshold=0 1 2 3 4 1.5000000000000002 1.0000000180025095e-35 5 6 7 8 2.5000000000000004 1.0000000180025095e-35 9 1.0000000180025095e-35 10 11 12 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 3.5000000000000004 13 14 15 16 17 18 4.5000000000000009 19 20 21 22 23 1.5000000000000002 3.5000000000000004 4.5000000000000009 24
decision_type=9 9 1 1 1 2 2 1 1 1 1 2 2 9 2 1 1 1 2 2 2 2 2 9 9 9 9 1 1 2 9 9 1 1 9 2 2 2 1
left_child=3 -2 5 14 13 16 9 11 25 17 34 32 -13 -4 23 20 26 30 -6 31 22 -10 -16 28 -18 -7 -3 -9 -1 -26 -5 -20 33 -8 -11 -21 38 -28 -15
right_child=1 2 4 6 18 8 7 27 21 10 -12 12 -14 36 15 -17 24 -19 19 35 -22 -23 -24 -25 29 -27 37 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.025391099948980235 -0.05336206146814633 0.01156768870307244 0.02875597699649873 0.019191035463906776 -0.045654914526972068 0 0.01584841908919463 -0.02789818794498744 -0.031420861163514752 0 -0.015315790410959386 0 0.052730745266683879 -0.023403814756887249 0.026278887518159988 -0.009768298438066654 0 -0.0071473613274441105 0.016011519818169808 -0.042324849647327106 -0.0050901742527203718 0.0035110207201422385 0.054141489659493031 -0.0060787945983679682 -0.030429664002913189 0.028677533718247175 -0.012424852678095431 0.003413952996639472 0.0029584653084397529 0 -0.0068272215955551482 -0.0087554506101139504 -0.016231082776509934 -0.0063332636753581726 0.062160194185254619 -0.014214126027549834 0.0037236136568293415 0.0076600598593953937 0.0013728254933241396
leaf_weight=205.65593708105735 165.78092472262506 116.80937085293408 34.544816720605013 193.6380897865165 291.90165940481529 39.742358754272573 72.106690994638484 235.99152365488408 42.891779048717581 9.0792098752281145 89.738335978472605 46.3155341646343 70.127330711358809 82.241393635165878 359.51082895437139 13.214812396850901 64.226448013447225 186.32520247271168 28.951320975946146 89.592225160595262 8.9306434306199645 46.306269734574016 174.44484466308495 50.470640627725516 215.72476353636011 211.69943435328605 154.93597024962946 11.568233495258026 144.54757188225631 20.920121055329219 13.655848773050819 62.996415718429489 48.773959308702615 59.199086803360842 153.25728569732746 165.78427323036885 14.343217975139849 18.29548152393545 7.4827210730873039
leaf_count=96253 123613 162880 48202 113718 189075 62201 65067 235420 25734 9590 72917 52505 73757 66790 116874 19887 35725 84663 23346 59525 5242 37898 34781 77254 126468 275256 98055 13435 88250 12143 12546 45192 27850 56401 70441 108278 18621 13107 7005
internal_value=0 -0.0187317 -0.0140584 0.0166422 -0.0279827 -0.00175559 0.007688 -0.00341899 0.0132737 0.0173411 0.033741 0.0144431 0.0351408 0.000186474 0.0267207 0.0347799 -0.0111254 0.00448471 -0.0337719 -0.0210492 0.0368427 -0.01445 0.0383095 0.0138156 -0.0208112 0.0246665 0 -0.0251433 0.0174267 -0.0262786 0.0154368 0 -0.000619416 0.00525995 0.0583411 -0.0285399 -0.0125657 -0.00763422 -0.0190055
internal_weight=0 1875.17 1709.39 2146.55 777.838 931.552 1189.78 544.082 340.64 645.694 252.075 296.523 116.443 138.612 956.775 556.101 590.912 393.619 639.226 347.324 542.886 89.198 533.956 400.674 300.871 251.442 290.041 247.56 350.204 236.645 207.294 91.9477 180.08 131.306 162.336 255.376 104.067 173.231 89.7241
internal_count=2865965 1539114 1415501 1326851 566034 849467 888310 524435 401089 363875 152948 275580 126262 140618 438541 176784 448378 210927 425416 236341 156897 63632 151655 261757 174336 337457 274042 248855 184503 138611 126264 68538 149318 121468 80031 167803 92416 111162 73795
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=361664 1069056 2 7 513 2 2 2 56 4196359 1 647 432 32832 8388864 20979729 535048 1 2 1088 10486036 2 904 262272 1
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=40
num_cat=23
split_feature=2 5 2 6 0 1 1 1 1 6 1 0 2 2 0 9 0 2 3 2 2 3 0 3 12 3 11 0 3 2 2 3 3 3 9 0 3 7 8
split_gain=108.44 23.5107 20.3072 19.0107 10.4973 10.4562 9.75033 9.38324 8.63531 8.51087 7.65432 5.82284 5.59721 5.13928 4.60472 4.24888 3.90485 3.73535 7.39026 3.34044 3.05755 3.21642 2.62002 2.58993 2.5604 2.28191 2.24003 2.20521 2.11635 2.51338 2.17049 2.0512 1.99967 1.94567 1.92584 2.42349 1.5922 1.78219 1.49039
threshold=0 1 2 3 7.5000000000000009 4 5 6 7 8 9 1.0000000180025095e-35 10 11 3.5000000000000004 12 1.0000000180025095e-35 13 4.5000000000000009 14 15 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 16 2.5000000000000004 17 2.5000000000000004 3.5000000000000004 18 19 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20 39.500000000000007 3.5000000000000004 21 22
decision_type=9 1 9 1 2 1 1 1 1 1 1 2 9 9 2 1 2 9 2 9 9 2 2 2 1 2 9 2 2 9 9 2 2 2 1 2 2 1 1
left_child=1 4 -2 6 8 -3 14 13 12 11 -6 -7 16 32 28 19 33 22 -19 -10 21 -9 -8 -13 34 -21 -22 -25 29 -4 -30 38 -5 -1 -12 -36 37 -15 -11
right_child=2 5 3 7 10 9 17 20 15 31 24 23 -14 36 -16 -17 -18 18 -20 25 26 -23 -24 27 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=0.017403273452236714 -0.051256346428150447 0.026087424910855514 0.0046766027290309235 0 -0.0070952235165336669 -0.019966730757355861 -0.0072763041206018279 0.0057624159085422543 0.013097669658886649 -0.041144214227642494 0 -0.0017324805129518746 -0.0030567345011545885 -0.022714812051182438 0.029906752567084693 -0.0044147373493478755 0.03593082210159447 -0.027337022977209163 0.013587927878535872 -0.011217422713959728 -0.039168458572529506 -0.019971418815965362 0.014888430595307686 0 0 0.011089577436818472 0 0.039522827944645178 0.023386182924194532 -0.012976096729123081 -0.003984846894587073 0 0.035890845705065601 0 0.058941237090853464 0 0.0024806872295248823 0.0016130140139662429 0
leaf_weight=176.59652436748729 156.8971184034599 22.643547765706899 141.4558726921241 15.950408260512633 17.020030029379996 56.195349327143049 205.04961493027804 44.684065433233627 1059.9373217993125 105.87918354447174 27.221652913372964 26.978628066790407 46.585097163100727 76.068217159452615 50.03536569289281 155.19731876248261 318.17547814972932 227.2664726980438 23.697031456496916 91.578148165106541 403.84419649065239 77.437463051464874 35.265832598801353 35.079312783054775 2.1015969403379122 36.595116741518723 1.3812611252651539 15.866034310834946 35.362396160591743 93.264081898043514 12.070799349938168 21.213848306360887 14.148267174474311 48.705540051130811 121.65178872356773 3.945284719899063 12.929842257319249 7.3941482495283699 0.19775609800126304
leaf_count=80686 123371 36925 159935 20631 16547 38785 146853 32033 715131 72042 8918 23038 49115 62337 66397 114183 64132 184895 17058 105371 262847 45520 48859 33577 3446 41302 1247 18332 34137 73265 12530 23653 15472 46446 34968 5783 17486 6915 153
internal_value=0 0.0135648 -0.0195117 -0.0146802 0.0173129 -0.0118279 -0.00395324 -0.0272 0.0145072 -0.0187412 0.0405347 0 0.0247013 0 0.00824284 0.00912276 0.0276412 -0.0126899 -0.0206324 0.0112216 -0.0325136 -0.00872998 -0.00156462 0.0148703 0.0456092 -0.00193421 -0.0375791 0.0247523 0.00119907 -0.00219345 0.0162068 -0.0351744 0.0212362 0.0129955 0.0497784 0.053403 -0.0120425 -0.0180589 -0.03976
internal_weight=0 2389.36 1634.2 1477.31 2105.31 284.054 823.467 653.838 1933.37 261.41 171.94 134.119 590.063 126.491 332.189 1343.31 543.478 491.279 250.964 1188.11 527.347 122.122 240.315 77.924 154.92 128.173 405.225 50.9453 282.153 234.72 47.4332 127.291 30.0987 225.302 152.819 125.597 96.3922 83.4624 106.077
internal_count=2864321 1532533 1331788 1208417 1286028 246505 743929 464488 1216366 209580 69662 113732 240379 122841 346264 975987 191264 397665 201953 861804 341647 77553 195712 74947 53115 146673 264094 51909 279867 233200 46667 95848 36103 127132 49669 40751 86738 69252 72195
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=363712 2 1069056 2 1 263 513 6 2 832 67648 4194343 3 27263264 3136 23592977 1 1 11010584 9002 2 1 1
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=40
num_cat=22
split_feature=2 2 1 5 6 1 0 3 1 6 1 0 0 5 2 0 9 7 6 2 3 0 7 9 2 12 2 3 0 0 3 1 8 3 0 3 3 3 3
split_gain=88.9026 19.0922 17.7495 17.2369 11.6066 10.6888 8.31118 7.42232 7.16808 6.96655 6.81761 6.16716 5.57584 5.81856 5.32434 5.17197 3.65906 5.80331 3.69458 3.30866 3.09586 2.77148 2.56763 2.39892 2.31727 2.11109 1.87267 1.89036 1.80403 1.74607 1.64328 1.6341 1.58648 1.93507 1.56501 2.263 1.51397 2.35403 1.85731
threshold=0 1 2 3 4 5 7.5000000000000009 3.5000000000000004 6 7 8 3.5000000000000004 1.0000000180025095e-35 9 10 1.0000000180025095e-35 11 12 13 14 4.5000000000000009 1.0000000180025095e-35 15 16 17 18 19 8.5000000000000018 4.5000000000000009 42.500000000000007 1.0000000180025095e-35 20 21 5.5000000000000009 2.5000000000000004 9.5000000000000018 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35
decision_type=9 9 1 1 1 1 2 2 1 1 1 2 2 1 9 2 1 1 1 9 2 2 1 1 9 1 9 2 2 2 2 1 1 2 2 2 2 2 2
left_child=3 -2 7 6 12 -5 10 11 -8 15 14 19 -4 28 21 -7 17 18 -12 -3 -15 30 32 -23 -17 29 -9 -28 -14 -10 -1 -19 33 -11 35 -6 38 -38 -36
right_child=1 2 4 5 34 9 8 26 25 22 16 -13 13 20 -16 24 -18 31 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 36 -37 37 -39 -40
leaf_value=0.015674258266157069 -0.049295382357875651 0 -0.020444724240139028 0.027597043950591052 -0.038813605727058456 -0.019159340956937086 0 0 0.049931186833860462 -0.039102796641292889 0.012423637653981079 0.023123889493320716 0 -0.02556295106618986 -0.004262598027790377 0.020536074163985302 -0.00453356812127448 0.038517351847493803 0.00043841500410719955 -0.017877964560353971 0.0054657855085942491 0.0023967363769913943 0.00045937695277926364 0.035323362198738349 -0.0045961586700013933 0 0.043252809604463108 0 0.018459504310685996 0 0 0 0 0 0 0 0.017567529518809591 -0.012109481111044875 -0.028721715847460055
leaf_weight=179.67087092480506 149.28702392970445 193.40888421077398 243.95999223265972 24.252591844619019 313.12173471419374 55.335148867146927 45.781278746086173 12.572764149925204 128.64876941291732 114.45649239401973 641.8419911028177 44.699722220626427 176.78473927087907 82.821717710205121 47.675641512032598 60.366717279583099 155.44377892627381 47.207775460236007 508.38589379951009 137.74052334213047 12.664585091886691 63.936607759911567 3.8433798232290419 265.67489625548478 18.69142251755693 1.7931883299315803 37.701600781219895 7.7629971068527075 64.517500859597931 3.0300890900252844 48.688004659808939 6.7710206764168097 0.97205074381781642 4.256335236656013 27.363469831907423 6.226789483887841 17.62825687910663 30.292895933438558 37.329248300389736
leaf_count=80893 123545 220494 150109 38657 221347 38236 26922 13158 34468 81722 452610 57234 164713 50785 49891 62732 114859 23528 383511 93385 8493 12504 2985 51628 14316 3168 40112 11829 106746 5409 46464 6325 1310 4962 18618 2855 8892 14743 20743
internal_value=0 -0.0179923 -0.0133206 0.0120715 -0.0204201 -0.0096951 0.0152232 0.0029418 0.0355666 -0.0171177 0.0127104 -0.00221682 -0.00980995 -0.000246401 0.0216579 0 0.00791466 0.00985673 0.00752631 -0.00810479 -0.018734 0.0245114 -0.0322817 0.0315523 0.0136751 0.0440354 0.0294622 0.0333657 0.0072262 0.048357 0.0116524 0.0366885 -0.0352187 -0.0368123 -0.0329141 -0.0376147 -0.012372 0 -0.0197589
internal_weight=0 1595.88 1446.6 2426.72 1012.71 282.174 2144.55 433.886 179.253 257.922 1965.3 375.849 580.749 336.789 605.646 134.393 1359.65 1204.21 1150.23 331.149 95.4863 557.97 123.528 329.612 79.0581 133.472 58.0374 45.4646 241.302 131.679 228.359 53.9788 119.685 118.713 431.962 319.349 112.614 47.9212 64.6927
internal_count=2864901 1327801 1204256 1537100 768044 244920 1292180 436212 69967 206263 1222213 371113 480846 330737 241380 115284 980833 865974 836121 313879 59278 191489 90979 64132 77048 43045 65099 51941 271459 39877 127357 29853 87994 86684 287198 224202 62996 23635 39361
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=4558016 1069056 7 2 2 1 848 2 6 2 67648 3 1 2 19406859 1 2 66752 1 11010064 57 1
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=40
num_cat=25
split_feature=2 2 6 1 5 1 3 1 2 0 0 6 2 3 2 3 1 2 2 12 3 2 4 2 3 0 0 1 4 1 9 0 3 3 2 1 7 0 3
split_gain=75.6001 17.3045 16.057 13.7546 15.0396 7.8842 7.56347 7.34 8.06002 6.52738 6.35028 5.64368 5.54901 5.5462 4.79654 4.36142 3.56885 2.83706 2.8129 2.76349 2.70157 2.6958 2.74959 2.64825 2.50912 4.82379 2.3245 2.27426 2.11813 2.65656 2.04797 1.93079 1.87252 1.79415 2.03399 1.75501 1.57235 1.51571 2.66544
threshold=0 1 2 3 4 5 3.5000000000000004 6 7 1.0000000180025095e-35 11.500000000000002 8 9 2.5000000000000004 10 1.0000000180025095e-35 11 12 13 14 1.0000000180025095e-35 15 16 17 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 18 19 20 21 1.5000000000000002 2.5000000000000004 5.5000000000000009 22 23 24 2.5000000000000004 6.5000000000000009
decision_type=9 9 1 1 1 1 2 1 9 2 2 1 9 2 9 2 1 9 9 1 2 9 1 9 2 2 2 1 1 1 1 2 2 2 9 1 1 2 2
left_child=3 -2 5 6 10 18 11 8 -4 33 21 14 16 36 19 -14 -11 20 -3 -1 -9 28 35 26 25 -13 -15 -12 30 -30 -5 -10 -26 34 -7 -23 -6 38 -19
right_child=1 2 7 4 13 9 -8 17 31 12 27 24 15 23 -16 -17 -18 37 -20 -21 -22 22 -24 -25 32 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.026871668291406053 -0.047204467540359667 0.020509014167570991 0.025221752987935876 -0.0074687244305480377 -0.032117813048737252 0 0.056118283067366263 0.0070322108104673795 -0.020748077522527449 0 0.038436729434829113 0.0021044342549826692 0.0084732193466232134 -0.0012029153995481978 0 -0.017274222514620904 0.026037206461388331 -0.043415084210512177 -0.0020808227386280402 -0.0036337437151307446 -0.017642862762391045 0 0.01221028723487088 -0.014346852240585913 -0.011403808001470325 0.035609844020235933 0.025260168351148124 -0.0011079484307627066 0.009775362173511791 -0.014859512168790612 0.010344976727839879 0 0.009967700699066679 0 -0.025051737045817413 -0.021228110913227641 0 -0.011971109799092066 0
leaf_weight=547.03045291814487 141.7946324787772 128.39829752984224 30.262824223987991 24.745412228046916 120.21974906406831 59.228926661467995 36.565116420242703 38.194133761760895 106.23619664259604 72.722715943295043 50.070509890851099 226.65307453760761 60.320212404782069 27.686176174407592 99.394912183866836 160.92743492842419 69.47108114202274 247.38356847228715 46.791320281583467 6.3161556189588728 65.905045184612391 33.12838295387337 17.225993388623465 25.371365432059974 99.477346606843639 33.063285946001997 29.068292401454528 7.516058415581937 31.0345551611681 57.428023955319077 895.77821868591127 30.317768497174256 19.981021029234398 18.36278124267119 194.77324661010061 57.713103657297324 4.1066160595219108 86.981663616577862 13.762127281399442
leaf_count=146726 123270 166469 35828 14142 72531 33123 35870 28999 71353 68373 22073 104324 67992 24755 113668 155463 70381 186124 37067 8917 40183 43947 16483 16366 74604 4326 34958 8217 45633 81898 594542 35858 19783 10775 135703 56203 2254 47084 8710
internal_value=0 -0.0167683 -0.012344 0.0110284 0.00393367 -0.00252862 0.0194554 -0.0242196 -0.00235747 -0.00798992 0.00858414 0.0165083 0.000108836 -0.0188228 0.0221504 -0.00854676 0.0141368 -0.0303357 0.0138161 0.0254047 -0.00633233 0.00604281 -0.00616115 0 0.00515048 0.010651 0.0116034 0.0355005 0.00776339 -0.0038269 0.00936014 -0.0144982 -0.00453865 -0.0189918 -0.0211467 -0.0148038 -0.030037 -0.0353481 -0.0412822
internal_weight=0 1571.83 1430.04 2449.57 1381.09 810.996 1068.48 619.043 166.817 635.806 1174.64 1031.92 363.441 206.452 652.742 221.248 142.194 452.227 175.19 553.347 104.099 1117.05 108.067 82.1258 379.175 259.716 56.7545 57.5866 1008.99 88.4626 920.524 136.554 119.458 272.365 254.002 90.8415 124.326 348.127 261.146
internal_count=2864975 1322755 1199485 1542220 1034002 745346 508218 454139 143039 541810 883138 472348 362209 150864 269311 223455 138754 311100 203536 155643 69182 852848 116633 76079 203037 108650 59713 30290 736215 127531 608684 107211 94387 179601 168826 100150 74785 241918 194834
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=4558016 1069056 2 7 2 5 515 7 2 296 65600 224 19398673 11018762 1 3136 2 65728 184 2 672 8 27262993 776 1
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=40
num_cat=27
split_feature=2 1 0 3 12 2 6 2 1 6 3 3 2 1 6 3 2 2 0 0 5 5 1 9 1 3 1 2 3 2 1 8 1 9 2 0 0 2 0
split_gain=63.4713 16.6435 13.8671 18.0314 10.6136 10.1146 13.7484 10.1075 9.38448 15.3097 6.62776 6.15965 8.50571 5.88457 5.88189 5.50882 4.99294 4.31958 3.94088 3.78817 3.80594 3.43552 3.105 2.97774 2.7491 2.69893 2.62992 3.4031 2.53238 2.22116 1.99543 2.20737 1.89106 1.87512 1.77078 1.67007 1.58551 1.5846 1.50671
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 4 5 6 7 5.5000000000000009 2.5000000000000004 8 9 10 1.0000000180025095e-35 11 12 1.5000000000000002 1.5000000000000002 13 14 15 16 17 2.5000000000000004 18 19 2.5000000000000004 20 21 22 23 24 25 5.5000000000000009 5.5000000000000009 26 19.500000000000004
decision_type=9 1 2 2 1 9 1 9 1 1 2 2 9 1 1 2 9 9 2 2 1 1 1 1 1 2 1 9 2 9 1 1 1 1 9 2 2 9 2
left_child=2 7 3 13 8 -3 19 -2 9 17 21 12 -10 14 23 -14 33 -4 -19 26 32 30 -13 -1 -11 35 37 -28 -22 -12 -5 -32 -21 -15 -23 -9 -26 -7 -24
right_child=1 5 4 10 -6 6 -8 25 11 24 29 22 15 16 -16 -17 -18 18 -20 20 28 34 38 -25 36 -27 27 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.017655922386362228 0.026330114162045032 -0.048119683597035008 -0.0054985528762030661 0.00018710608549367316 -0.026163920593155032 0.014191612702555426 -0.031057315520952644 -0.017730870110917597 -0.010959435829105682 0 0.026129676505529217 0 0.023731745220894482 -0.0033392434672732565 -0.021354876081730641 0.0038804973618836412 -0.0055073075562334546 0 0.034008975559894107 0.018408509743683184 -0.022903303771826915 0 0.051000476098217618 -0.0070050837274114016 -0.029457279523420529 0.0046406885648330202 0 -0.022282219279758337 0.0047663783547943024 -0.0048122799196573911 -0.019251078739310153 0.007223159215959664 0 0.022303377160318247 -0.037146514764885119 0.0033957954556580448 0 -0.0068234843174987308 0
leaf_weight=82.272212213778403 85.831109499427839 127.65986668979167 32.992404966193135 84.684888224961469 29.574528140030452 31.79808201394917 394.87930446040991 154.69725646912411 66.640612931005307 71.109396183746867 13.90677910920931 19.402949088995229 754.55333849252202 6.5397965467709582 76.688161361264065 232.96598862331302 55.21988251581206 66.030345934719662 125.80730410234537 91.712161190152983 43.919348466326483 10.671338596657732 102.97509935754351 35.211128346592886 97.45307687445893 66.495245747224544 96.189693869557232 199.27717800738174 18.674542449443834 6.2222985895350584 164.25124754782883 3.5715708084171629 68.117778538668063 360.00770181106054 93.606190594437066 8.6819835017377027 20.91948072577361 17.949410971690668 1.9934442933008529
leaf_count=56611 93386 116963 38039 84073 33433 37039 277304 141343 69911 67149 19413 16386 175509 3554 61645 126609 59594 61107 97507 125334 25230 7821 87373 24797 85231 77931 59670 128897 15637 6223 178762 4129 87968 195462 75176 11769 18563 10195 1496
internal_value=0 -0.0167553 0.00928268 0 0.0149301 -0.022513 -0.017033 0.00257928 0.0163475 0.002026 -0.0165098 0.0207701 0.0170367 0.0103653 -0.00276013 0.0194052 0.0165488 0.0191792 0.0241065 -0.00599077 0.00296629 -0.0204356 0.0423553 0.00903131 -0.0167076 -0.0077654 -0.0123371 -0.0156575 -0.0125386 0.017677 -0.0101722 -0.0153836 0.0116407 0.0208244 -0.0352291 -0.0147042 -0.0236735 0.00360471 0.0460925
internal_weight=0 1405.88 2615.27 992.853 1622.42 1090.18 962.517 315.706 1592.84 414.312 376.914 1178.53 1054.16 615.939 194.172 987.519 421.767 224.83 191.838 567.638 222.424 356.785 124.371 117.483 189.482 229.874 345.214 295.467 62.5939 20.1291 252.508 167.823 159.83 366.547 104.278 163.379 118.373 49.7475 104.969
internal_count=2864239 1208666 1655573 777260 878313 884237 767274 324429 844880 367596 375597 477284 372029 401663 143053 302118 258610 196653 158614 489970 254169 349961 105255 81408 170943 231043 235801 188567 40867 25636 266964 182891 213302 199016 82997 153112 103794 47234 88869
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=6655168 515 1 1069056 2 24615 960 2 34944 226 2 3136 6292480 2 2 8 1 576 4 25166084 297152 385 1 344 8 4489344 533016
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=40
num_cat=28
split_feature=2 1 0 3 2 6 12 2 1 6 3 1 3 2 2 1 2 0 1 5 0 5 3 1 2 1 3 2 1 9 2 2 0 3 1 0 1 8 2
split_gain=52.2373 14.3784 11.4524 14.6847 9.56321 11.4929 9.00119 8.30605 7.22286 12.9126 6.11562 4.87644 4.8687 7.24674 4.7898 4.35954 3.7706 3.35593 3.18506 3.10745 3.09168 3.00474 2.63173 2.49365 2.71022 2.46892 2.37532 2.07124 2.0683 1.89524 1.86132 1.77809 1.6574 2.17383 1.65491 1.61525 1.55488 1.45278 1.40888
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 4 5 6 7 5.5000000000000009 8 2.5000000000000004 9 10 11 12 1.5000000000000002 13 14 1.5000000000000002 15 2.5000000000000004 16 17 18 2.5000000000000004 19 20 21 22 23 2.5000000000000004 6.5000000000000009 24 5.5000000000000009 25 26 27
decision_type=9 1 2 2 9 1 1 9 1 1 2 1 2 9 9 1 9 2 1 1 2 1 2 1 9 1 2 9 1 1 9 9 2 2 1 2 1 1 9
left_child=2 7 3 11 -3 17 8 -2 9 16 21 14 13 15 29 -10 20 23 -14 36 -4 34 35 38 -25 -11 -21 -12 -15 -1 -23 -7 33 -33 -5 -9 -19 -36 -6
right_child=1 4 6 10 5 31 -8 22 12 25 27 -13 18 28 -16 -17 -18 19 -20 26 -22 30 -24 24 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 37 -37 -38 -39 -40
leaf_value=-0.0038809577471328443 0.023602679221862086 -0.04615944852663717 0 0.0012414380295500561 0.013631870294511732 -0.00099315933726720979 -0.024760703401847842 -0.017072901740705169 0 0 0.025293421026594244 -0.001149120010448066 0 0.0037863931887337785 -0.006559612222609203 0.020426168423411568 -0.0052589261643110792 0.016650806402996092 0.043179266493714008 -0.021628076146526787 0.030666376500255069 0 0.0051376356447770562 0 -0.020930419399125516 -0.022233467425391441 0.0050983909805298044 -0.004470911133803197 -0.01661225671112844 0.021628801363124988 -0.035473560375757281 -0.039240397515722558 -0.0091407124721603738 0 -0.016402631745919931 0.0035548242668676845 0 0.0036111563477817022 -0.0060451961243065027
leaf_weight=5.7626197630015668 88.605980671796715 121.55867413483793 66.017425402606023 61.670387441656203 32.1514539335476 55.940909216049477 28.464441833784804 153.23355461249594 142.6383551057952 70.965804274659604 14.266246272687567 245.93975011361181 33.228625788513455 46.669947762682568 48.802879126524203 827.56238425445918 32.808022358251037 93.695413972833194 96.757893444126239 42.717281133096549 129.78215641216957 10.352945024016661 66.039084458228899 97.232519115670584 195.18851187675318 115.44658502296079 18.520789544068975 6.057181686075638 55.886741426831577 323.59707027173135 90.144917464276659 228.33518124429975 83.339554451726144 13.783497874494058 183.93872952037782 8.6225807217997481 67.924568089889362 4.7411924183979854 17.46955060804612
leaf_count=2904 94423 116855 61185 59304 36983 35207 32268 139315 36525 67076 21697 181525 26087 46493 56411 233004 37772 126818 81846 24463 99442 7717 77657 60156 129119 102102 15622 5928 56970 160989 74246 183975 46949 8970 201421 12093 87811 5474 10024
internal_value=0 -0.0154969 0.00820002 0 -0.0209513 -0.0156683 0.0132775 0.00235014 0.0145674 0.00186535 -0.015313 0.0089825 0.0183907 0.0150352 0.0155539 0.0176647 0.017433 -0.00555804 0.0373452 0.00278907 0.0220152 -0.0191935 -0.00708343 -0.0115893 -0.0148843 -0.0155237 -0.0112383 0.0172218 -0.00676733 0.0199983 -0.0333517 -0.0287971 -0.0313355 -0.0371743 -0.00947916 -0.0140263 0.010597 -0.0134848 0.00375073
internal_weight=0 1384.36 2641.5 995.274 1067.86 946.299 1646.23 316.501 1617.76 415.02 371.172 624.102 1202.74 1072.76 378.163 970.201 228.608 564.9 129.987 222.858 195.8 350.848 227.895 342.042 292.421 186.412 61.2381 20.3234 102.557 329.36 100.498 381.399 325.458 242.119 250.35 161.856 161.62 188.68 49.621
internal_count=2864826 1206440 1658386 777616 882952 766097 880770 323488 848502 367577 375787 401829 480925 372992 220304 269529 198399 490996 107933 254714 160627 348162 229065 236282 189275 169178 40085 27625 103463 163893 81963 275101 239894 192945 266199 151408 214629 206895 47007
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=23432384 515 1069056 2 1 24615 960 2 781 6358080 3136 1 329920 10 2 2 4 8388868 576 297152 11 8 4489344 524304 129 344 1 533016
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=40
num_cat=22
split_feature=2 2 0 5 1 1 5 2 3 3 1 0 2 3 2 6 3 2 9 2 7 2 1 9 9 3 0 0 0 3 0 3 8 1 3 3 2 0 3
split_gain=44.3937 13.3155 13.0472 12.7894 9.79071 9.31655 10.7161 8.12099 6.72154 6.4217 5.93905 5.37433 5.04006 4.94904 4.52179 3.68336 3.61326 3.52709 2.86124 2.45923 3.67075 2.32765 2.23408 1.96484 1.79015 1.74147 1.69213 1.61126 1.5961 1.56581 4.50666 1.65181 1.48275 3.40452 1.74414 1.44976 1.40172 1.27133 1.20846
threshold=0 1 1.0000000180025095e-35 2 3 4 5 6 4.5000000000000009 3.5000000000000004 7 11.500000000000002 8 2.5000000000000004 9 10 1.5000000000000002 11 12 13 14 15 16 17 18 5.5000000000000009 12.500000000000002 48.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 19 20 1.0000000180025095e-35 1.5000000000000002 21 13.500000000000002 1.0000000180025095e-35
decision_type=9 9 2 1 1 1 1 9 2 2 1 2 9 2 9 1 2 9 1 9 1 9 1 1 1 2 2 2 2 2 2 2 1 1 2 2 9 2 2
left_child=5 38 10 4 7 9 11 -4 17 15 14 24 16 -8 23 19 -6 -5 -12 20 37 28 26 35 -7 -20 -13 -28 -15 30 -17 -31 34 -34 -26 -3 -10 -1 -2
right_child=1 2 3 8 12 6 13 -9 36 -11 18 22 -14 21 -16 29 -18 -19 25 -21 -22 -23 -24 -25 32 -27 27 -29 -30 31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.014941294166719141 -0.0094969825980483896 0 0.035011814016663749 0.002055784156126728 -0.0009308426967302955 -0.010898468871154761 -0.028314612180363352 -0.0012585586591190661 0.019172529202627932 0.047089246413489855 0 0 -0.012186025467802031 0 -0.016088825883607823 0 0.027048596479696336 -0.030011113690212556 -0.03051219211285049 0 0.041746576509913834 -0.013373981695262386 0 -0.0033349356607846694 0.00653670315746749 0 0.047955837583305544 0 0.02186194120320312 -0.011073682395592725 0.030701123231301815 0.0088105948922276283 0.032266798751759265 -0.0056852797319819071 -0.0011330096431451983 0.028597171647104409 -0.0025472073362619876 -0.0014898745106853622 -0.052761063142316149
leaf_weight=518.29650377485086 44.02439041947946 36.797811099124374 136.23101171905 23.683183650908177 67.887617164975381 30.593651342118392 117.8321917229041 76.429665462201228 17.894959602417657 39.276250444178004 43.197299742445466 5.7267579020699477 202.48686905187787 26.589408615327557 86.298454541756655 232.83972562875715 44.762600478672539 168.54752661948442 381.47890257532708 98.989242290699622 57.107017594098579 24.637436849996448 18.058282773767132 31.365874649287434 690.64572229917394 30.583031671456411 36.044335056125419 1.4086034501087841 30.714306839479832 96.748960021883249 35.375608638918493 20.507327789411647 17.44295082471217 10.877594778488858 392.30286823181086 32.197508362267399 12.328738674346825 10.459156636876285 80.057363491141587
leaf_count=142382 43111 46075 143305 24659 65632 20575 74682 91231 12802 34030 32311 1690 180625 20757 47415 104039 44002 122654 281809 111893 11691 16601 14497 41136 385886 20152 11285 2616 37148 72672 4314 19457 18108 11771 414454 43283 12626 1513 80316
internal_value=0 -0.0134093 -0.0096068 -0.000193958 0.00788778 0.00801836 0.0022063 0.0226534 -0.0192158 0.0147732 -0.0198048 0.00605466 -0.00288296 -0.0173327 -0.00164376 0.0121974 0.0106852 -0.0262242 -0.0255112 0.0165878 0.0188035 0 0.0300199 0.00968515 0.0037778 -0.0281247 0.0354554 0.044865 0.0109726 0.00304056 0.00745048 -0.00447233 0.00477423 0.0216776 0.00353311 0.0174083 0.0112365 0.0140168 -0.0415022
internal_weight=0 1516.25 1392.17 750.252 527.798 2512.47 1402.87 212.661 222.454 1109.6 641.919 1203.1 315.137 199.773 186.66 1070.32 112.65 192.231 455.259 684.852 585.863 81.9412 61.238 100.361 1141.86 412.062 43.1797 37.4529 57.3037 385.472 268.215 117.256 1111.27 28.3205 1082.95 68.9953 30.2237 528.756 124.082
internal_count=2865205 1333144 1209717 697536 524795 1532061 1030070 234536 172741 501991 512181 880882 290259 149188 177909 467961 109634 147313 334272 267479 155586 74506 30088 130494 850794 301961 15591 13901 57905 200482 108353 92129 830219 29879 800340 89358 25428 143895 123427
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=363712 1069056 2 31 7 2 10486566 5 524332 13115403 2 20972040 4 65600 1 65728 152 1 8 1 240 2105618
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=40
num_cat=23
split_feature=2 1 5 3 2 6 3 0 1 0 12 2 0 2 2 0 1 1 7 0 0 6 2 3 0 2 2 9 1 0 0 2 9 0 1 3 2 0 3
split_gain=38.2134 14.1868 13.1477 10.7417 8.15121 10.5176 7.5067 6.1615 5.49816 4.80391 4.84998 4.71333 4.62011 4.15493 4.02741 3.95814 6.18362 3.75805 3.71648 3.44447 3.29742 2.74944 3.03415 1.94729 1.88896 2.78333 1.83857 1.82412 2.09103 1.65772 1.50623 1.47703 1.45045 1.313 1.24053 1.13044 1.05818 0.884948 0.884367
threshold=0 1 2 2.5000000000000004 3 4 3.5000000000000004 17.500000000000004 5 3.5000000000000004 6 7 4.5000000000000009 8 9 1.0000000180025095e-35 10 11 12 1.0000000180025095e-35 18.500000000000004 13 14 9.5000000000000018 1.0000000180025095e-35 15 16 17 18 1.0000000180025095e-35 11.500000000000002 19 20 48.500000000000007 21 1.0000000180025095e-35 22 7.5000000000000009 5.5000000000000009
decision_type=9 1 1 2 9 1 2 2 1 2 1 9 2 9 9 2 1 1 1 2 2 1 9 2 2 9 9 1 1 2 2 9 1 2 1 2 9 2 2
left_child=4 6 7 18 35 8 9 11 24 21 20 27 -10 -8 29 23 -17 33 -4 -13 37 22 -2 -7 25 -6 -26 28 -3 -5 -18 -14 36 -9 -21 -1 -23 -11 -27
right_child=1 2 3 14 5 15 13 17 12 10 -12 19 31 -15 -16 16 30 -19 -20 34 -22 32 -24 -25 26 38 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0088048551303083113 0.012549561848997894 0 -0.037640954461625166 0 0.012539968918370141 -0.037525918555139717 0.051595847173685705 0.054321949528215153 -0.015797378827502016 0.015320855883867869 -0.012315502124982863 -0.01929531248890419 0.019911200521617319 0 -0.014884973663329443 0.010325272401170871 -0.024474262535962285 -0.0017876576226949976 0.0035599199216711053 0.0088029749898560061 -0.0021137137190591535 0.0061060637772316914 -0.0059280860062066974 0 0.023355131533086975 -0.019632456611508683 0 -0.0043178459119901222 0.0093439554229960975 0.025991280445238286 0 -0.0014994796488294918 -0.0097086391966976493 0 -0.005040732362063146 -0.050958639685288812 -0.00532835630296743 0.041671543184641086 0
leaf_weight=43.462717133690603 584.89023812569212 289.24617441280861 154.36474565643584 32.501025127945468 39.075472046723007 158.83783708735427 39.749270989355864 19.143525517487436 251.39404181156715 154.79001499142032 8.7711788142041751 131.04295597258897 21.703023144655162 37.353451740404125 28.13380161402165 60.596986454882426 124.88066307629924 14.958170104742747 4.7613978346344075 66.58208064653445 14.85967269624234 264.48357969027711 59.881040990701877 2.872090919641777 72.66206869398593 38.426060670171864 34.956219219922787 128.9037410376186 668.48593703597726 37.453643471279065 8.7510772253008309 19.891031922117691 79.353367298986996 0.98322356757125717 123.16998614488693 76.014445001790591 50.810595950024435 75.275817333371378 3.8190256755478904
leaf_count=42953 304816 137987 101073 26119 24073 130723 34772 6338 186910 42859 10894 93568 38740 49104 18559 44042 84272 16080 2777 78421 9931 141535 73904 1583 65221 24527 34244 91536 532223 42330 4845 21892 50767 1725 132537 80364 56087 22423 2264
internal_value=0 0.00539324 -0.000584088 -0.0202908 -0.0171012 -0.0118544 0.012827 0.0030639 -0.00137865 0.0102126 0.0223684 0.00141829 -0.00992982 0.0399287 0.00303005 -0.0243584 -0.00993283 0.0333863 -0.0344528 -0.00829177 0.02591 0.00642083 0.0102998 -0.0358542 0.0100496 0 0.0176903 0.00473119 0.00637409 0.0154817 -0.0205372 0.0117157 0 0.0427629 0 -0.0398125 0.00302658 0.0289086 -0.0136831
internal_weight=0 3069.95 1699.73 257.215 957.343 837.866 1370.22 1442.52 481.927 1293.12 253.697 1407.43 292.988 77.1027 98.0885 355.939 194.229 35.0849 159.126 320.795 244.926 1039.42 644.771 161.71 188.939 81.3206 107.618 1086.64 957.732 69.9547 133.632 41.5941 394.648 20.1267 189.752 119.477 315.294 230.066 42.2451
internal_count=2865018 2078365 1281273 190858 786653 663336 797092 1090415 397871 713216 86107 1066272 247542 83876 87008 265465 133159 24143 103850 304526 75213 627109 378720 132306 150329 50864 99465 761746 670210 68449 89117 60632 248389 8063 210958 123317 197622 65282 26791
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=9466677 7 2 1069056 2 782 1 592960 297026 65738 541 24 1 2 2690120 8724 8389408 3 520 48 5 536 6818882
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=40
num_cat=26
split_feature=2 1 6 0 1 3 0 2 1 5 1 7 2 3 2 3 1 2 4 2 0 2 1 2 2 2 3 0 2 9 9 0 3 12 6 2 0 0 3
split_gain=32.5092 13.2507 11.9343 10.3765 10.1668 8.83101 6.9717 6.75151 6.11171 5.89262 5.45543 5.23394 8.77905 5.31866 4.49878 4.05434 5.55879 3.93588 3.87417 3.92735 3.68264 3.51451 3.47384 5.94382 3.55453 3.28812 3.27286 3.03864 2.76513 2.49995 2.16045 1.86627 1.86514 1.7187 1.50893 1.42468 1.18132 1.10439 1.06723
threshold=0 1 2 7.5000000000000009 3 4.5000000000000009 1.0000000180025095e-35 4 5 6 7 8 9 3.5000000000000004 10 1.0000000180025095e-35 11 12 13 14 1.0000000180025095e-35 15 16 17 18 19 5.5000000000000009 8.5000000000000018 20 21 22 32.500000000000007 5.5000000000000009 23 24 25 4.5000000000000009 39.500000000000007 1.5000000000000002
decision_type=9 1 1 2 1 2 2 9 1 1 1 1 9 2 9 2 1 9 1 9 2 9 1 9 9 9 2 2 9 1 1 2 2 1 1 9 2 2 2
left_child=6 3 5 11 21 8 26 10 25 20 36 13 -13 22 -15 29 31 -7 19 -10 28 -4 23 -2 -24 -3 33 -22 -6 -5 -27 -17 -11 -1 -12 -20 -8 -31 -18
right_child=1 2 4 15 9 17 7 -9 18 32 34 12 -14 14 -16 16 38 -19 35 -21 27 -23 24 -25 -26 30 -28 -29 -30 37 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.033207969868245875 0.011341604883222382 0.019244127710448755 0.0057635067700433796 0 0.0022304159124237992 0.041753834590845966 -0.017244029771926777 -0.030934097765766083 0.0051748227167606698 -0.026167659368188823 0.017701894775602248 0.034224454006759497 -0.0080518885055350219 -0.0070049421825243334 0.032434103817754988 0.043982167586369733 -0.015802864480008224 -0.0012505935258095568 0.0018822203194353581 -0.013638151153781627 0.016717316763494316 -0.031472594801371732 0.010913116007684461 -0.01077650044777952 -0.005442512455271142 0.0058639817256328688 0 -0.0077529537147610524 -0.020989193359200152 0.055398023704608015 -0.017077319670894878 0 0.001211849441017529 0 0 -0.024337040234604406 0 0 0.00046822340360090289
leaf_weight=305.29730772688345 628.35521617076301 178.67711580365722 8.2185629956948087 13.587511733756401 76.341653943294659 43.9240013295057 112.55790748159052 54.102776375017129 302.54872289813648 78.332579620240722 104.20783166482579 116.59799366079096 43.70642675574345 13.754004481830632 72.429482734776684 13.708594401658045 38.705660975130741 17.714307418369572 3.1863931367261102 122.05491785016784 183.01320604147622 216.61619979600073 121.29977023490937 103.36370930992416 605.81676203011011 69.548105436610058 28.065605103955022 28.432856928367983 42.255180441934499 67.177300205803476 21.492758800712181 1.8895855080336339 3.5915635552082668 0.455120892249396 56.092144834547071 74.941341858328087 33.615781387779862 0.78789975866675277 20.674215100734727
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internal_value=0 0.00408014 -0.0028279 0.00964002 -0.0129747 0.00472051 -0.0191367 -0.0075956 0.000806232 -0.00188753 0 0.00687836 0.0230446 0.00460355 0.0255631 0.0326903 0.00639467 0.0341775 -0.00525775 -0.000302462 0.00372456 -0.0283138 0.00267369 0.0074318 -0.00189617 0.0122709 -0.02965 0.0116299 -0.00785333 0.0459554 -0.000822212 0.0311758 -0.0222839 -0.032405 0.0113095 -0.0223444 -0.0124667 0.0491287 -0.00766774
internal_weight=0 3332.74 1470.89 1861.85 636.802 834.088 694.394 360.576 772.449 411.967 306.474 1705.32 160.304 1545.02 86.1835 156.531 74.9781 61.6383 502.731 424.604 330.043 224.835 1458.84 731.719 727.117 269.718 333.818 211.446 118.597 81.5527 91.0409 15.5982 81.9241 305.752 160.3 78.1277 146.174 67.9652 59.3799
internal_count=2864756 2285095 1219004 1066091 521760 697244 579661 300058 626462 326246 244740 1002148 91403 910745 92450 63943 47213 70782 393397 323399 264611 195514 818295 360688 457607 233065 279603 145807 118804 16730 95385 13299 61635 259199 126984 69998 117756 13954 33914
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=1078053 15 2 384 8996 384 2 224 1 12910672 11076608 1 8719426 2 8981568 17301632 6 2687064 4459522 2689216 525378 2 5 1 2 8
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=40
num_cat=29
split_feature=2 1 6 1 0 3 0 2 1 0 1 7 2 3 2 2 4 2 0 9 12 2 1 2 2 1 2 2 0 5 9 2 2 6 0 0 12 3 9
split_gain=27.8039 11.0469 10.033 8.96665 8.86533 7.67442 6.02384 6.52453 4.88401 4.82927 4.65008 4.30218 7.67341 4.29819 4.03021 3.65669 3.41377 3.3674 3.26658 3.63841 3.3597 3.25136 3.20309 3.14219 2.73117 2.68565 4.87744 3.0465 2.37816 2.51849 1.85012 1.41448 1.39394 1.34102 1.20141 1.16298 1.07361 1.06857 1.00571
threshold=0 1 2 3 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6 7 8 3.5000000000000004 9 10 11 12 39.500000000000007 13 14 15 16 17 18 19 20 21 8.5000000000000018 22 23 24 25 26 4.5000000000000009 1.0000000180025095e-35 27 5.5000000000000009 28
decision_type=9 1 1 1 2 2 2 9 1 2 1 1 9 2 9 9 1 9 2 1 1 9 1 9 9 1 9 9 2 1 1 9 9 1 2 2 1 2 1
left_child=6 4 5 21 11 8 22 10 23 24 34 13 -13 25 -15 -7 17 -10 19 -6 31 -4 38 35 -5 26 -2 -27 29 -11 -25 -21 -18 -12 -8 -3 -24 -26 -1
right_child=1 2 3 9 18 15 7 -9 16 28 33 12 -14 14 -16 -17 32 -19 -20 20 -22 -23 36 30 37 27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0056355583066426207 0.010069222008485637 7.2971886230503022e-05 0.0059044147936832625 0 0 0.038794250389360199 -0.016190823139698447 -0.030132927757756729 0.0043369019670538803 0.01523721562566626 0.016658919706106761 0.031134289134936873 -0.007888718331912058 -0.0049905036468011234 0.030404688702431321 -0.0014346701890235857 0.0020288865038220537 -0.013829188364614451 -0.0036385271441687142 0.044085059111415956 -0.0010584727507742672 -0.02964018726352842 -0.033223002477899867 0.0048991196055841041 -0.032485769761015283 0.0097966355143899887 -0.0099401501252274621 -0.0050432257547673226 -0.0097203810474523339 -0.0052875912977898417 -0.015653273768531949 0 -0.023142289607474088 0 0 0.024128290779633823 0 0 -0.011678272991761045
leaf_weight=43.298107015034475 636.00190814145026 53.893889186176239 7.2103725592751289 93.402901914494578 26.077872990790638 45.71140531153651 110.76741100096842 53.024177562627301 323.49488350722822 185.73818413729896 105.40678907532129 120.24520254596428 43.558653082247474 19.977778731583385 68.80896222825686 17.822072124341503 3.1243175247946056 100.37607897838461 5.2749420955660744 115.22420756157953 3.3516995528771067 211.36652264963777 266.44810834508826 81.037387877862784 51.448781284678262 130.22159880094114 102.03441494160506 594.70581139239948 37.459511345223291 39.675462562037865 24.010339029176976 10.504727820225524 73.156553266439005 56.035249171894975 32.992697497364134 114.85062852389819 0.44304780039237712 2.7083851952338582 14.344029248502919
leaf_count=34127 257238 46297 5035 105152 10250 52851 88587 55800 222683 129247 90769 41767 49662 20688 71643 20072 1986 97944 6532 32823 3915 188239 234180 83643 34753 154690 106525 302935 23170 30691 24478 10697 64093 37661 29030 81439 365 1665 11626
internal_value=0 0.00377304 -0.00254519 -0.011946 0.00881869 0.00430931 -0.0178345 -0.00703615 0.000617048 -0.00155565 0 0.00624474 0.020794 0.004154 0.0228054 0.0314556 -0.00480615 -0.000142872 0.0299105 0.033076 0.0375931 -0.0265755 -0.0278068 0.0108101 -0.0150023 0.00238559 0.0065485 -0.0016124 0.00567857 0.0102533 -0.00075144 0.0429693 -0.0209935 0.0106779 -0.0113165 0.0182094 -0.0315852 -0.0267301 0
internal_weight=0 3342.48 1466.49 629.01 1875.99 837.478 682.76 358.226 773.944 410.433 305.202 1715.55 163.804 1551.75 88.7867 63.5335 500.152 423.871 160.433 155.159 129.081 218.577 324.533 273.792 147.56 1462.96 738.036 724.927 262.873 225.414 105.048 125.729 76.2809 161.442 143.76 168.745 266.891 54.1572 57.6421
internal_count=2864948 2282803 1213438 517952 1069365 695486 582145 301847 622563 324678 246047 1005148 91429 913719 92331 72923 386706 320627 64217 57685 47435 193274 280298 235857 141570 821388 363763 457625 183108 159938 108121 43520 66079 128430 117617 127736 234545 36418 45753
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=1078053 15 2 384 8996 384 224 1 12910672 11076736 8719426 2 11078720 2 1 128 129 592064 17302594 6 2687064 4459650 2 5 8651866 8 2 1 5
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=40
num_cat=27
split_feature=2 1 6 1 0 3 1 7 6 5 1 1 0 3 2 7 2 9 0 2 2 3 2 2 2 0 2 3 1 0 0 1 9 3 3 12 9 12 1
split_gain=23.6364 9.38492 8.74247 7.30074 7.0604 6.99422 4.90124 5.84005 4.79035 4.5898 4.14528 3.63362 3.89998 3.5074 4.56189 3.58169 5.81243 3.4194 3.54466 3.15265 3.07252 2.9353 2.9157 2.77948 2.67164 2.47409 2.40274 5.68309 2.49817 2.06395 1.97001 1.77047 1.71149 1.6615 1.494 1.33782 1.30686 1.15666 1.1352
threshold=0 1 2 3 7.5000000000000009 4.5000000000000009 4 5 6 7 8 9 10.500000000000002 3.5000000000000004 10 11 12 13 2.5000000000000004 14 15 1.0000000180025095e-35 16 17 18 42.500000000000007 19 1.5000000000000002 20 3.5000000000000004 11.500000000000002 21 22 5.5000000000000009 9.5000000000000018 23 24 25 26
decision_type=9 1 1 1 2 2 1 1 1 1 1 1 2 2 9 1 9 1 2 9 9 2 9 9 9 2 9 2 1 2 2 1 1 2 2 1 1 1 1
left_child=6 4 5 20 13 10 8 30 -1 17 24 25 -13 15 -15 26 31 23 -19 -7 -4 29 -23 -5 -3 35 28 -28 -2 -12 37 -17 -26 -11 36 -6 -10 -8 -16
right_child=1 2 3 9 11 19 7 -9 34 33 21 12 -14 14 38 16 -18 18 -20 -21 -22 22 -24 -25 32 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0061576899550224171 0.010268019624998201 0.016523716916915076 0.0055363747646817538 0.028041682755896875 0.046584453542996895 0.036259177453421013 -0.029226851025871515 0.0061196169368738264 0 -0.024028702446075099 -0.0024129300494706066 0.021417162385791257 -0.010495301439507096 0.034693301361920247 0.0078795569714405489 0 -0.010599284968585768 -0.010771131101490012 0.010290945885053601 -0.00095040143803521446 -0.027901016659754242 0.0015518118216567107 -0.018209787948796324 -0.0023776204328748744 0.0046015440842039138 0 -0.013992460214567903 0.012759995693720771 0.0003648077360076411 0.014853790731083706 0 0.031745346695350708 -0.015161281945065275 0.0010501556561111093 0.00181433885957892 0 -0.023161732000885886 0 -0.010405945755884874
leaf_weight=154.592562570062 411.80792866909178 171.75583998816728 8.3223004430037673 45.834070852186414 75.241237168389489 47.303880747625954 365.53677130504366 32.186718088349153 11.158195364958374 75.283946239360375 194.09319970142678 38.781097344239242 47.642604289547307 51.233146702390513 20.239452006091597 38.677914947620593 27.087727769918274 171.5461362569331 94.853279885777738 17.539470233023167 203.92764311861538 75.1739302930946 167.67210796983272 20.426566716327216 81.381413800874725 2.3424823283567084 212.87396736755909 80.819633574443287 760.55321514110256 62.016589371109148 9.8725641925266228 90.764146275090752 23.639485362175037 3.645319633971666 2.4111625108926082 1.189151675935135 95.326870357748703 1.1718863256974135 30.296141836282914
leaf_count=126357 153301 130272 5641 33732 28567 53681 330613 30485 8880 55776 134131 13071 17973 44312 28473 22562 28303 151254 59683 19755 185721 68225 152713 19440 83341 4029 229626 98878 339686 29411 9117 28951 23146 4253 1695 1089 75559 976 31805
internal_value=0 0.00341416 -0.00241214 -0.0112498 0.00804146 0.00393613 -0.0166225 -0.023363 -0.00347608 -0.00180975 0.000391962 0.0266781 0.00283344 0.00570519 0.0220716 0.00411511 0.0174433 0.00297038 -0.00191261 0.0296371 -0.0247306 -0.00459567 -0.0121055 0.0184759 0.00976296 0.0383022 0.00217029 -0.00504758 0.0043149 0.00183871 -0.0274609 0.0251696 -0.000733096 -0.0201461 -0.0179387 0.0449463 -0.0208845 -0.0286798 0
internal_weight=0 3353.97 1464.42 623.839 1889.55 840.576 672.257 408.768 263.489 411.589 775.733 165.197 86.4237 1724.35 101.769 1622.58 156.53 332.66 266.399 64.8434 212.25 498.956 242.846 66.2606 276.777 78.7729 1466.05 293.694 1172.36 256.11 376.581 129.442 105.021 78.9293 108.896 76.4304 106.485 366.709 50.5356
internal_count=2864483 2280801 1210175 515500 1070626 694675 583682 371191 212491 324138 621239 64729 31044 1005897 104590 901307 79816 264109 210937 73436 191362 384480 220938 53172 236759 33685 821491 328504 492987 163542 340706 51513 106487 60029 86134 29656 84439 331589 60278
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=1078053 15 2 384 899 1 2 2 384 9 297026 1 12910680 2 8719426 17301632 11076744 2621514 592064 2624576 4 1 5 1 4 1 1
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=40
num_cat=24
split_feature=2 5 3 0 0 9 1 2 2 2 2 1 0 1 2 0 3 1 1 0 3 3 1 2 0 0 4 2 3 3 2 2 12 2 1 7 6 0 3
split_gain=20.3081 10.7839 12.2622 10.4675 10.2021 9.13427 14.7762 9.00848 7.794 6.56389 6.45431 6.30285 5.96648 6.44372 4.51746 4.17719 3.65948 3.60611 3.29031 2.99847 2.40405 2.26127 2.22095 2.08044 2.06071 2.03279 1.94115 1.76069 1.73431 2.01785 1.71872 1.62629 1.60619 1.50346 3.50587 1.91885 1.49918 1.27888 1.12949
threshold=0 1 1.5000000000000002 2.5000000000000004 4.5000000000000009 2 3 4 5 6 7 8 1.0000000180025095e-35 9 10 14.500000000000002 5.5000000000000009 11 12 39.500000000000007 2.5000000000000004 3.5000000000000004 13 14 14.500000000000002 10.500000000000002 15 16 5.5000000000000009 1.5000000000000002 17 18 19 20 21 22 23 9.5000000000000018 1.0000000180025095e-35
decision_type=9 1 2 2 2 1 1 9 9 9 9 1 2 1 9 2 2 1 1 2 2 2 1 9 2 2 1 9 2 2 9 9 1 9 1 1 1 2 2
left_child=11 4 9 7 8 6 25 36 17 -3 -7 28 18 23 -8 31 22 20 -10 -16 26 -15 -9 -14 -13 27 -2 -6 29 -1 -31 -5 -33 35 -35 -19 -4 -32 -12
right_child=1 2 3 15 5 10 14 16 12 -11 38 24 13 21 19 -17 -18 33 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 37 32 -34 34 -36 -37 -38 -39 -40
leaf_value=0.00096664035345735621 0.008841904480956897 0.002115448172708896 0.019774620094747935 0 0.012438590713993241 0.020502463117897361 -0.001772407463217399 5.2502550895956551e-05 -0.0028173880816150035 -0.039504348814840357 -0.00013667827368609592 -0.032888080380441817 0.024058614746760177 -0.013433455612930563 0.047545751190659576 -0.005788141084962276 0.0065693062750057374 0.001103277779281518 -0.026076558504334293 0 0.027980291701158663 0.0068069289604854623 -0.02838309476046701 0 0 -0.015904822507436963 -0.0096068918577798899 -0.0074123207915764338 0.011021363459188277 0.0025345173083239571 -0.022769802896674168 0.047385541208554309 0 0.0037367297540443455 -0.019725764434631539 0.017457366067360199 0 0 -0.021245334039877037
leaf_weight=82.892992004075495 746.48416811750212 36.371868761096266 60.146026903908933 10.098987151053732 79.293890207918594 50.423941739078145 15.977871214941842 17.958153152401792 171.91469079924718 116.98893508139008 80.167832592822379 220.27477428207203 88.931764587236103 166.29411265293311 202.06320984868216 6.0867408190679262 13.158770149922928 848.72489683430467 142.5766839298376 2.5961426648427723 58.205306671559811 33.65246107398707 151.24561948949122 26.979911680929945 3.3286250108794766 33.86785365837568 21.968690320907626 20.457124201420811 20.436529578975751 15.587320085222018 103.34418986687524 47.334051034180447 2.2343517300905651 98.764797115989495 67.089586820395198 56.586393331934232 42.423604509589495 1.1676516791922029 57.316747186414432
leaf_count=70187 308867 32849 75418 8752 28757 63071 19649 24166 161011 90343 15218 195716 90430 166563 88843 5195 15350 542468 117282 3437 51342 34163 122615 33838 2829 17500 26547 23157 15572 11594 85928 48359 2443 97161 69356 23324 42124 1053 31990
internal_value=0 0.00263368 -0.0103381 0 0.0049479 0.0170893 0.0256029 -0.00826456 0.00205704 -0.0313054 -7.11578e-05 -0.0191181 -0.00709964 0.00173127 0.0398032 0.0294706 -0.0204242 0.00532634 -0.0164243 0.0440344 0.0101936 -0.00793356 -0.0257279 0.0179743 -0.0302121 0 0.00759762 0.00567025 -0.00397499 -0.00816768 -0.015404 0.0371462 0.039534 0.00106838 -0.0062855 0.00294194 0.0114947 -0.0190505 -0.0122272
internal_weight=0 3574.39 504.047 350.686 3070.34 542.165 354.256 284.932 2528.17 153.361 187.909 447.032 630.35 315.858 220.637 65.7541 182.363 1897.82 314.491 204.659 826.658 199.947 169.204 115.912 223.603 133.619 768.453 99.751 223.429 202.992 120.099 59.6674 49.5684 1071.17 165.854 905.311 102.57 104.512 137.485
internal_count=2864467 2481588 467614 344422 2013974 291622 181343 279673 1722352 123192 110279 382879 603287 324994 111929 64749 162131 1119065 278293 92280 386756 200726 146781 124268 198545 69414 335414 51914 184334 168762 98575 59554 50802 732309 166517 565792 117542 86981 47208
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=1078021 2 1 804 4818072 8916034 4522048 2885682 391 558 4753536 37 899 1 2424880 2 526440 12288 11108368 1 2112 216 1 2
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=40
num_cat=23
split_feature=2 1 5 3 3 0 2 2 2 3 6 2 1 6 9 0 9 9 0 8 7 3 3 1 12 0 3 0 0 2 1 2 0 1 7 3 0 3 12
split_gain=17.6523 10.0131 11.2124 12.0903 10.7438 6.33339 5.37382 5.18843 4.25491 4.18197 10.0161 3.97961 3.77344 3.28988 3.18994 2.882 2.35235 2.29455 2.22004 2.20199 2.0237 1.89989 1.87039 1.45173 1.1472 1.33692 1.10567 1.08686 1.02146 0.983414 0.941082 0.782768 0.737699 0.711368 0.625786 0.599232 0.516575 0.494993 0.497184
threshold=0 1 2 5.5000000000000009 3.5000000000000004 16.500000000000004 3 4 5 1.0000000180025095e-35 6 7 8 9 10 1.0000000180025095e-35 11 12 1.0000000180025095e-35 13 14 4.5000000000000009 1.0000000180025095e-35 15 16 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 17 18 19 19.500000000000004 20 21 17.500000000000004 8.5000000000000018 9.5000000000000018 22
decision_type=9 1 1 2 2 2 9 9 9 2 1 9 1 1 1 2 1 1 2 1 1 2 2 1 1 2 2 2 2 9 1 9 2 1 1 2 2 2 1
left_child=12 4 5 6 8 11 18 -6 13 10 -7 16 -1 24 27 23 19 32 30 -3 37 -8 -17 -13 25 -2 -20 -15 31 34 -4 -10 35 -18 -5 -9 -16 38 -14
right_child=1 2 3 29 7 9 21 17 28 -11 -12 15 20 14 36 22 33 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0078023436412053074 0.0028506928870366791 0 0.034210372964272352 0 -0.0032935419997730184 -0.037057339024767703 0.058144732716920167 -0.00056661465324942288 0 0.071519766377057301 0 -0.036547386754080612 0 -0.013266560522195651 0.0084172686434290864 0 0 -0.0053705884742709193 0.024269944814630628 0 0 -0.0065016206647318404 -0.020650099745268727 -0.0041223309357960878 0.019974579389767474 0.010564189702078714 0.01045704816930523 0.0040859289300821137 0 -0.019168766483037697 -0.017063594400293633 0 -0.011951632033711761 0 0 0 0 0
leaf_weight=37.478599295609456 636.99050870229257 1106.7193355530035 16.906112590222619 22.151562710772851 37.978405048153945 15.346244478248991 181.24925146484748 60.970270427467767 113.80878397327615 25.43408667264157 10.169871933452669 62.882619254167366 157.51005519752653 154.78916390173254 123.87468185115722 99.090778560974286 65.95031721937994 7.819240060838637 29.171870299003785 27.101957723571104 13.329513467338982 15.036936823977156 196.65805772187014 138.91916171900084 6.5010520589712533 180.51368701888714 64.045711570986896 175.25545194873121 12.259511563432168 8.1477186281990743 55.247237440184108 63.664845975799835 0.50174561579478805 87.955317535619542 0.80853761956678027 0.40189702218049106 7.311552521045086 1.5963275623216748 0.38616219288814946
leaf_count=30044 339477 798693 11952 20975 46423 6935 134333 48777 110317 26738 3197 47572 167267 100059 68124 99514 59345 6492 19764 25588 12982 11231 193846 102494 9103 49111 56782 74063 14055 8088 41732 58974 303 54137 769 469 3239 995 335
internal_value=0 0.00170441 -0.00250646 -0.0172322 0.00773547 0.000695528 -0.0231666 0.0349725 0.00494175 0.0281142 0.0436556 -0.000373405 -0.025701 0.00710858 0 -0.0077598 0.0024052 0.044811 -0.00458193 0.00419681 -0.0314086 -0.0331478 -0.000267239 -0.0163253 0.0108413 0.011456 0.00304931 0.00551701 -0.00732753 0.0243537 -0.0158264 -0.0103919 0.051032 -0.00738942 0.0270527 0.0574487 -0.0109794 -0.0356283 -0.0361456
internal_weight=0 3811.63 2228.99 392.765 1582.64 1836.23 361.657 107.672 1474.97 50.9502 25.5161 1785.28 210.301 1285.24 461.231 497.551 1287.73 69.6932 165.371 1133.82 172.822 196.286 295.749 201.802 824.005 817.504 93.2176 330.045 189.733 31.1078 72.1534 177.474 61.8739 153.906 22.9601 61.3722 131.186 159.493 157.896
internal_count=2864294 2652671 1723685 305626 928986 1418059 275794 102464 826522 36870 10132 1381189 211623 643176 245485 443426 937763 56041 130230 824281 181579 145564 293360 150066 397691 388588 76546 174122 183346 29832 53684 169291 49549 113482 21744 49246 71363 168597 167602
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=1069573 7 2 29688008 11076632 11078730 2 25758816 259 2 1 3 3 1 1 288 1 2105818 784 17047568 928 1 1
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=40
num_cat=27
split_feature=2 0 2 3 2 6 2 1 1 1 12 1 3 3 1 6 1 5 1 0 0 3 2 2 7 0 3 4 9 1 2 6 2 0 2 3 9 0 2
split_gain=14.7795 8.87254 9.56877 6.7577 9.09249 7.93886 7.22518 7.01909 6.84117 6.37537 5.06346 5.66293 8.17416 4.6996 4.05882 3.94274 4.02387 3.64639 3.57422 2.97362 2.41471 2.34383 1.79703 1.79104 1.76981 1.65038 1.63419 2.63203 1.4266 2.10283 3.21346 1.38897 1.31517 1.09024 0.981476 0.978848 1.45113 0.947751 0.945826
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 2 3 4 5 6 7 8 9 1.0000000180025095e-35 1.0000000180025095e-35 10 11 12 13 14 15.500000000000002 1.5000000000000002 1.5000000000000002 15 16 17 7.5000000000000009 5.5000000000000009 18 19 20 21 22 23 7.5000000000000009 24 1.0000000180025095e-35 25 2.5000000000000004 26
decision_type=9 2 9 2 9 1 9 1 1 1 1 1 2 2 1 1 1 1 1 2 2 2 9 9 1 2 2 1 1 1 9 1 9 2 9 2 1 2 9
left_child=18 2 9 6 14 19 10 -7 17 35 11 13 -13 -3 -5 28 23 20 -1 -6 -8 -19 -10 -17 -20 -16 27 31 34 30 -30 -11 -31 -9 -4 36 -2 -12 -18
right_child=1 3 15 4 5 7 8 33 22 26 37 12 -14 -15 25 16 38 21 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 32 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0045513207149434085 -0.0088296018491468339 0 0.012986452499934574 0.039081106632336604 0.022175372986534551 -0.00062970005207168157 -0.019100227149789914 -0.0035315742838226099 0.0027093010851930522 0 0.016009886769085557 -0.0033383714007701759 0.0094739923320623035 -0.021812802254372567 0.013549512823779487 0 -0.024308357297692894 -0.033580225966177102 -0.00038471653362409549 0.02328964449597799 0.0037315094269687364 -0.030444086599469664 -0.0085244738557800365 0 0.0012337569012403121 0.011190975201079804 -0.021487368566878048 0.020112776599319988 0.0012072429434374313 -0.0050337460065700496 -0.010085830089988874 -0.012130932460472286 0 -0.020422298758715422 0 0.014683843848375601 -0.028195178109538272 -0.030282714646140657
leaf_weight=37.066962453776796 6.0822183481650427 330.37250856898027 30.036153145105345 32.54846211244876 183.34959485904255 60.572838744847104 31.373446136625716 65.140273670724127 94.708129855425796 166.39210427174112 4.7773963696090531 768.19934592644859 255.72531018329028 192.61346616745868 78.667147264524829 22.516311608662363 33.84992184874136 25.479617166376556 153.65155992147629 4.1183134776947545 70.536833028658293 19.158725356755895 92.217054454114987 48.52872299948649 13.420962248710564 7.5286630962218615 8.6675634344865085 85.862148543761577 61.556720996813965 65.699042816340807 52.645976152722142 99.976350653967529 122.69874697385239 5.2835317831777493 44.175724825428915 115.98359972967592 323.7408912164683 20.125793114028056 186.57766289411666
leaf_count=29728 2724 169501 24407 30107 181626 50765 30638 60212 99838 120114 5741 201913 151728 156640 66762 29353 38081 22462 168344 3505 88315 19951 92368 50117 12997 7243 11809 96125 56750 67906 40856 85013 116544 4393 43871 109457 136385 21998 157871
internal_value=0 0.00154507 -0.00436186 0.00540555 0.0163245 0.0242949 0.00253073 0.00238538 -0.00980878 0.00269725 0.00549754 0.00662835 0.0108327 -0.00137287 -0.00492545 -0.0129162 -0.0216347 0.00449019 -0.0238254 0.0369011 0.0151832 -0.0115917 -0.0211566 0 -0.0295034 -0.0160388 -0.006325 -0.00855088 -0.00465413 0 0.00827632 -0.00161567 -0.00676926 -0.0140024 -0.0142149 0.010538 0.0134271 -0.0235196 -0.0270608
internal_weight=0 3817.49 1474.99 2342.5 437.209 318.465 1905.29 130.997 333.474 806.705 1571.81 1546.91 1023.92 522.986 118.744 668.285 291.473 146.549 204.139 187.468 101.91 44.6383 186.925 71.045 167.073 86.1958 360.898 352.231 376.812 302.6 114.203 266.368 188.398 70.4238 74.2119 445.807 329.823 24.9032 220.428
internal_count=2864158 2653089 1187383 1465706 404613 300501 1061093 115370 353572 561627 707521 679782 353641 326141 104112 625756 275422 161366 211069 185131 118953 42413 192206 79470 181341 74005 313061 301252 350334 282056 97606 205127 184450 64605 68278 248566 139109 27739 195952
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=1069573 25723072 6849808 2 6620528 55 595 269 1 449 37 2 1 2 259 25692160 4197666 1 2 2 676 1336 2 272386 4261938 8 1040
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=40
num_cat=26
split_feature=2 5 3 2 0 2 3 3 0 2 2 6 9 1 1 3 1 1 3 2 4 1 3 0 2 1 3 2 1 0 3 1 1 0 7 1 2 9 9
split_gain=13.12 9.08783 15.6233 12.5776 8.20382 9.18947 8.40337 6.71148 6.42041 6.11275 4.53346 4.46822 4.10225 8.33278 3.95942 3.02751 2.96223 2.82827 2.92034 9.07801 4.07164 2.39591 4.56844 2.39176 2.37321 2.16554 2.1647 2.15057 2.10409 1.65683 1.63516 2.52058 1.24646 1.19745 1.06121 1.0385 1.00976 1.57478 1.16343
threshold=0 1 5.5000000000000009 2 5.5000000000000009 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 5 6 7 8 9 1.0000000180025095e-35 10 11 3.5000000000000004 12 13 14 1.0000000180025095e-35 7.5000000000000009 15 16 2.5000000000000004 17 18 15.500000000000002 4.5000000000000009 19 20 2.5000000000000004 21 22 23 24 25
decision_type=9 1 2 9 2 9 2 2 2 9 9 1 1 1 1 2 1 1 2 9 1 1 2 2 9 1 2 9 1 2 2 1 1 2 1 1 9 1 1
left_child=15 4 3 30 5 8 12 9 32 16 -4 25 13 -6 -11 -1 -8 18 20 -20 -7 -10 -23 -9 -15 26 -5 -14 -13 -25 31 -3 -2 -27 -34 -17 37 -19 -38
right_child=1 2 10 11 6 17 7 23 21 14 -12 28 27 24 -16 35 -18 36 19 -21 -22 22 -24 29 -26 33 -28 -29 -30 -31 -32 -33 34 -35 -36 -37 38 -39 -40
leaf_value=0 -0.0023189040906468291 0 0.041777381299617521 0.026863832146396663 0 0.0065794628447965733 -0.0058803192895598303 0 -0.0087282737888410619 0.0062208812672860606 -0.0022062940991221794 0.001548073461730301 0.015315271425024007 0.051445782765609731 -0.028458596822586675 0 0.026660151791824179 0.012646894421655322 -0.0151118135666105 0.038104953927651827 -0.013205974130682217 -0.0070592160013943535 0.020226004179990348 0.038899359858895755 0 -0.0084665096911393754 0 -0.010595359758159376 -0.018539457070501437 0 0 -0.03514512028891336 -0.026928439636618912 0.0096242423183428918 0 -0.042947068127018907 0.0028477793256368616 -0.0038418705558881752 -0.0052025283381690228
leaf_weight=36.832260447037697 88.96884029461944 21.193920747376978 31.229530404452817 56.689144950927584 71.541308833460789 1318.7819918066089 14.176475034328176 24.038390953021008 117.73183216631878 16.394608574162703 20.321323995201965 41.717479977072799 12.883985088032203 103.08858625100402 97.789515774085885 4.6391438174032373 20.78016514024057 91.339454118002323 16.528436425287509 54.038921777959331 75.906559344002744 73.262293885331019 99.725535860561649 26.812672359825228 14.262027602933811 71.583187006501248 34.958570086804684 41.072794065781636 103.5987507569298 7.8880901749944305 20.740304724757152 214.35024964640616 179.33871334735159 21.077240126644028 10.31502947341505 56.392475149623351 193.91474550607381 44.211223911850539 474.65956404180179
leaf_count=43136 76318 25806 30332 69115 23780 630659 17385 19784 104838 8552 24654 47015 12477 26106 58217 4558 24302 101270 15827 43829 83838 71113 91829 19558 11625 56591 43716 8382 83060 6330 16621 175202 153666 18306 8639 76035 144400 49684 338103
internal_value=0 0.0010062 -0.00953594 -0.0149495 0.00321027 0.00103917 0.0153418 0 -0.0097643 -0.0109893 0.0311793 -0.000198272 0.0268828 0.0322598 -0.0212115 -0.0303733 0.0133655 0.00399712 0.00658012 0.024154 0.00503665 0 0.00748812 0.0226389 0.0459629 0.00869053 0.0169462 0 -0.0127526 0.0327506 -0.0298168 -0.0329877 -0.0199854 -0.00051617 -0.024249 -0.0428834 -0.000442927 0.00591002 -0.00241526
internal_weight=0 3926.91 637.46 585.909 3289.45 2838.72 450.729 207.88 569.342 149.141 51.5509 329.624 242.849 188.892 114.184 97.8639 34.9566 2269.38 1465.26 70.5674 1394.69 290.72 172.988 58.7392 117.351 184.308 91.6477 53.9568 145.316 34.7008 256.284 235.544 278.623 92.6604 189.654 61.0316 804.125 135.551 668.574
internal_count=2864658 2740929 590418 535432 2150511 1914013 236498 154128 506403 108456 54986 317803 82370 61511 66769 123729 41687 1407610 774153 59656 714497 267780 162942 45672 37731 187728 112831 20859 130075 25888 217629 201008 238623 74897 162305 80593 633457 150954 482503
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=1069056 2 2631974 4260793 2885940 2107331 2 5 804 769 330 55 2622468 2 210 2097786 535 10751146 9 1 769 1 3 8399876 1 6
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=40
num_cat=25
split_feature=2 1 6 3 2 2 0 2 9 1 0 1 2 9 7 2 3 2 0 12 0 0 2 5 0 3 3 1 1 9 1 9 1 3 3 1 3 8 0
split_gain=11.6856 8.0618 11.6113 7.77779 6.33868 5.29418 5.15997 4.93895 3.63905 5.03796 3.50092 3.43712 3.02587 3.1053 3.02004 6.55701 2.66281 2.50235 2.45799 2.41239 2.24883 2.11644 1.94739 1.77075 3.64011 2.97332 1.76541 1.30343 1.1105 1.3986 1.00736 0.994584 0.985094 0.957847 1.07054 0.797928 0.793353 0.76369 0.754368
threshold=0 1 2 3.5000000000000004 3 4 7.5000000000000009 5 6 7 2.5000000000000004 8 9 10 11 12 1.0000000180025095e-35 13 1.0000000180025095e-35 14 9.5000000000000018 2.5000000000000004 15 16 1.5000000000000002 6.5000000000000009 1.5000000000000002 17 18 19 20 21 22 1.0000000180025095e-35 4.5000000000000009 23 14.500000000000002 24 24.500000000000004
decision_type=9 1 1 2 9 9 2 9 1 1 2 1 9 1 1 9 2 9 2 1 2 2 9 1 2 2 2 1 1 1 1 1 1 2 2 1 2 1 2
left_child=16 3 5 6 8 11 14 36 9 -4 -11 38 13 -8 17 26 -1 -2 22 -15 -14 37 -13 24 35 -25 -16 -19 29 -9 -26 -20 -18 -7 -35 -6 -5 -10 -3
right_child=1 2 4 7 23 33 12 28 21 10 -12 18 20 19 15 -17 32 27 31 -21 -22 -23 -24 25 30 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0 -0.0093978703465662783 0.013267386673120435 -0.014229982709917774 0.03956902966418617 0 0 -0.0017651070774563527 0.01876142301852201 -0.016644165960276069 0.030180349569767891 0 0.0031459101023147058 0.012019272548419873 0.033520172598230286 0.026772809803363232 -0.013622909289769997 0 -0.0038094327977290076 0.0081373396043885726 -0.00071101979706368092 -0.018717424644375098 0.00017104249422109549 -0.017039385348416949 -0.038602906163395012 -0.0076047819445160016 0 0 0.0031377604332216372 -0.0091410322395537886 -0.0035850645135026 0.0067007047232781119 -0.0039708299548431095 -0.041208713067570124 -0.014272423038247526 0 -0.024219650166334993 0 0 0
leaf_weight=36.861933623098594 211.54705752528389 450.68816029615118 25.266223921920755 89.508841705304803 22.762616721367522 75.743313038386987 22.864094062650111 14.72208058135584 172.54458486406656 68.274638783987029 34.631988894107053 31.735103995117242 6.5860743720841155 119.26717852169531 119.88784955631127 34.064992635889212 4.7150529956415994 287.36534825686249 198.10203956600162 3.235064108943333 21.617263551335782 89.490734285791405 85.285180603619665 101.90320854511083 49.811873502985691 6.0540562159585525 19.131835777647211 1088.7869341427067 33.714224523777375 7.7049105301557583 68.676427489248454 32.811822622606996 53.543129111545568 172.91522292602167 30.783663250869722 122.27762804899976 0.84855637705186282 3.9214069543959331 4.6130072968662708
leaf_count=43190 196912 377208 22692 65815 21756 71397 8179 19937 157052 60062 18397 24734 4324 34774 38586 33439 4631 140770 133251 3590 16901 47075 86563 92225 49461 4255 17161 557360 34721 11133 59877 23965 75343 156449 26467 115244 804 4336 4407
internal_value=0 0.000944425 -0.00372662 0.00522692 -0.0129958 0.00269866 0.00318669 0.0256417 -0.00248865 0.00869781 0.0188338 0.00694345 0.0183842 0.0230294 0.00123819 0.0127363 -0.0289591 -4.27891e-05 0 0.0287986 -0.00331955 -0.00929259 -0.0109448 -0.021773 -0.0131568 -0.0347745 0.0217603 0.0014086 0 0.00890062 0 0.00516797 -0.0410881 -0.00798965 -0.0114482 -0.0223212 0.0356245 -0.0153225 0.0123474
internal_weight=0 3929.15 1848.29 2080.85 765.615 1082.68 1934.35 146.499 394.13 128.173 102.907 803.235 173.57 145.366 1760.78 173.085 95.1201 1587.7 347.934 122.502 28.2033 265.957 117.02 371.486 263.529 107.957 139.02 1376.15 56.1412 22.427 118.488 230.914 58.2582 279.442 203.699 145.04 90.3574 176.466 455.301
internal_count=2864443 2741279 1556873 1184406 652432 904441 1051996 132410 309614 101151 78459 650128 67768 46543 984228 89186 123164 895042 268513 38364 21225 208463 111297 342818 246338 96480 55747 698130 65791 31070 109338 157216 79974 254313 182916 137000 66619 161388 381615
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=1069056 15 2 23593168 855520 305990 6 128 416 10486750 2 1 12918904 12951856 1 264352 2 8 1 1 384 3 3 16 1
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=40
num_cat=26
split_feature=2 5 2 6 0 3 2 3 1 1 2 3 3 4 2 1 1 3 1 3 1 9 1 8 1 1 9 3 1 0 2 2 2 0 1 2 0 3 3
split_gain=10.5216 7.68631 11.144 7.29144 5.85662 6.09416 5.82092 5.4251 5.27077 5.17713 4.91968 4.15507 3.83857 3.61837 3.13464 3.04906 3.02279 3.50152 2.98122 5.31833 2.93526 2.84406 7.08564 2.76346 2.34377 2.14383 2.05213 2.00786 1.9387 1.88648 1.76281 1.57711 1.55804 1.48892 1.24624 1.31471 1.07142 1.00206 0.920316
threshold=0 1 2 3 5.5000000000000009 1.0000000180025095e-35 4 4.5000000000000009 5 6 7 4.5000000000000009 2.5000000000000004 8 9 10 11 1.5000000000000002 12 2.5000000000000004 13 14 15 16 17 18 19 2.5000000000000004 20 24.500000000000004 21 22 23 2.5000000000000004 24 25 6.5000000000000009 13.500000000000002 1.5000000000000002
decision_type=9 1 9 1 2 2 9 2 1 1 9 2 2 1 9 1 1 2 1 2 1 1 1 1 1 1 1 2 1 2 9 9 9 2 1 9 2 2 2
left_child=25 4 7 16 6 21 13 20 12 26 -11 -12 24 18 -15 -14 30 32 -2 -20 -3 22 31 -16 -8 38 -7 -5 -23 -28 -4 -6 -18 -32 35 -29 -30 -10 -1
right_child=1 2 3 27 5 9 8 -9 37 10 11 -13 15 14 23 -17 17 -19 19 -21 -22 28 -24 -25 -26 -27 29 34 36 -31 33 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0046527153196111708 -0.00056062192984980281 0 0.008509252599312735 -0.020029292962085395 0.045398638023517707 -0.0024934991214796819 0.0069143673895788382 0.0032627881111508845 -0.017019036722092921 0.013358717160375781 -0.025998350333492029 0.010224213670292574 0.030023253090950743 0.010812032320589861 -0.018960670001953176 0 0.0097069418228110139 0.027665630782217839 0.0055361781126170182 0.031578456268840781 -0.037507728063348525 0.011658969880448483 0 0.0099069071658274971 -0.010172825376452763 -0.032061512005657843 0.034224468219120015 0.018465973916917424 0 0 -0.020982197093258201 0 -0.01295304636850482 0.0010362803868284678 -0.0096472755358087327 -0.00095172183165392074 -0.021198457230951567 0 -0.011221135563440872
leaf_weight=34.016536708062631 574.02519982874219 44.813896146551997 32.797005479427753 101.26796584101976 98.600406334502622 10.230174923548475 70.348736866806576 29.062621837918414 304.88952394232183 27.026961460054736 112.57664597935218 9.887482017191358 30.744199554028455 24.06229008435912 149.95681844220962 57.39255952705571 12.862892013363306 113.30251080957532 1331.9788418956668 63.355565803707577 139.18116338341497 27.799639727221802 83.096181529865135 6.385281988506903 189.23831141724077 85.098205056769075 42.89666751830373 18.237172346038278 5.4340364064264604 3.4146372428513123 35.797704305441584 14.704437544394748 23.176509488825104 10.576151166358612 29.718334395976854 26.625071566741099 20.520873936649878 1.0608546077564813 33.072847117764468
leaf_count=33692 388945 46857 25458 87064 17882 9213 64685 26004 292252 30654 64252 6353 30611 22509 173862 51959 15570 127970 606183 48834 116820 11066 31064 6467 192509 100412 34267 19400 2131 4446 28332 12659 19806 8660 25450 33891 7572 777 37618
internal_value=0 0.000954092 -0.00889776 0.000788728 0.00297839 0.0131733 0.00109164 -0.0253344 -0.00676379 0 -0.00951784 -0.0184591 0.00106713 0.00369216 -0.00836006 0.0167836 0.0125343 0.0193267 0.0050736 0.00751615 -0.0322613 0.0227747 0.0271108 -0.0140145 -0.00438214 -0.0230022 0.0189328 -0.0125811 0 0.0261038 -0.000999271 0.0405665 -7.86082e-05 -0.0120237 0 0.00839004 -0.0124181 -0.0156254 -0.00102623
internal_weight=0 3877.05 617.419 404.361 3259.63 456.188 2803.44 213.058 653.674 206.033 149.491 122.464 347.724 2149.76 180.404 88.1368 228.513 149.342 1969.36 1395.33 183.995 250.156 196.401 156.342 259.587 152.188 56.5415 175.849 53.7546 46.3113 79.1709 113.305 36.0394 46.3739 74.5806 44.8622 25.9549 305.95 67.0894
internal_count=2864156 2692434 581282 391601 2111152 231559 1879593 189681 632793 149185 101259 70605 339764 1246800 202838 82570 225796 163346 1043962 655017 163677 82374 61605 180329 257194 171722 47926 165805 20769 38713 62450 30541 35376 36992 78741 53291 9703 293029 71310
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=1069569 2 2631718 2 10497094 809 385 2689316 2 10246 33 104 904 259 5 155 1 768 263 2 357 8455320 2097258 327744 339 4228288
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=40
num_cat=24
split_feature=2 0 1 2 6 3 2 6 1 2 1 1 12 3 1 2 3 9 3 2 2 0 2 11 2 9 0 0 3 0 9 1 2 5 0 0 3 3 3
split_gain=9.86685 6.3668 7.57504 7.90856 5.33491 4.96731 9.23816 6.0954 5.24627 4.92451 7.92179 4.1404 4.03352 3.77924 3.557 2.90496 3.94079 2.79512 2.73928 2.65323 2.50299 1.90716 1.54359 1.53358 1.42916 1.39019 1.3476 1.23455 1.23244 1.22913 1.16591 1.06778 0.889757 0.99624 0.84197 0.79424 0.78482 0.735492 0.671105
threshold=0 1.0000000180025095e-35 1 2 3 2.5000000000000004 4 5 6 7 8 9 10 4.5000000000000009 11 12 1.5000000000000002 13 1.0000000180025095e-35 14 15 15.500000000000002 16 17 18 19 3.5000000000000004 7.5000000000000009 5.5000000000000009 21.500000000000004 20 21 22 23 7.5000000000000009 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002
decision_type=9 2 1 9 1 2 9 1 1 9 1 1 1 2 1 9 2 1 2 9 9 2 9 9 9 1 2 2 2 2 1 1 9 1 2 2 2 2 2
left_child=18 2 3 30 15 9 11 21 -9 10 20 -7 14 19 29 16 -4 -16 -1 -6 26 -8 -15 -21 -12 -5 -3 -13 -17 -11 -2 -20 38 -34 -10 -14 -18 -32 -27
right_child=1 5 4 25 13 6 7 8 34 12 24 27 35 22 17 28 36 -19 31 23 -22 -23 -24 -25 -26 32 -28 -29 -30 -31 37 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0002616800174148375 0 0.0098531890036030138 -0.0071514466203613375 0.00022587034246312833 0.014520440944630723 0.033371165657948419 0.018772083060537664 -0.016678683903933882 0.0076104770561148949 0 -0.019926084406609781 0 0.015264882307733383 -0.018664671481406599 -0.01870056052852102 -0.01439436988794676 0.0017370493511577592 0 -0.029311498005699363 -0.0061262350360928438 0 -0.0076211608879857345 0 -0.027285554506701601 -0.0047894824402963934 0.031907808527166771 0 0 0.028962546136211277 -0.0046418015307673893 -0.039498185654282342 0.011875682346537617 0 0 -0.026765121035946884 0 -0.029176727993988707 0.0071788531269414597
leaf_weight=36.018807470602042 10.863409557881823 41.388844662040356 209.13988038728712 13.828871344871004 24.849224684097862 21.101714006697875 197.69671624872717 64.279680404244573 64.776940047901007 766.18783926859032 43.347491048341908 101.07624653663515 4.9926622903149136 17.254922893844196 32.400534453830915 104.04142398718977 90.275433588089072 864.45793782687542 4.5752024926187005 242.79528859019047 23.90316448143858 4.2250645152817006 8.7101998299913266 0.3953808669175477 119.4723142087023 76.05212193162879 21.540333300479688 9.4945752356143185 7.0069826375547555 17.13985463953577 73.789602686534636 50.899289564345963 465.15793059601128 48.724675615434535 5.6070755858818293 19.147688525743433 12.75218122510705 51.873051686023246 53.015935270377668
leaf_count=42776 9680 46699 153720 11187 19918 20340 192615 52951 61348 235560 41919 88335 5923 18416 21319 85512 89882 532433 4543 241141 26334 3457 7798 353 115199 87133 23969 9472 5914 6102 69683 76279 265054 45027 4645 19622 11892 43707 66444
internal_value=0 0.000841936 -0.00410531 0.0023427 -0.0113263 0.00406533 0.0130755 0.0212171 0.0019153 0.00158982 -0.0102718 -0.00684481 0.00368591 -0.0213521 0.00464535 -0.00299706 0.00155967 0 -0.0269991 -0.0248992 0.00955749 0.031798 0.003623 -0.0273159 -0.0221253 0.00733293 0.0184951 -0.0156889 -0.0146151 0.00938224 -0.016186 -0.0391688 0.00848434 0.0103025 -0.0121591 -0.0224413 -0.0113287 -0.0191386 0
internal_weight=0 3932.76 1510.53 793.306 717.221 2422.24 468.258 336.585 134.664 1953.98 249.652 131.673 1704.33 294.005 1680.19 423.216 312.167 896.858 91.4933 268.04 86.8323 201.922 25.9651 243.191 162.82 656.78 62.9292 110.571 111.048 783.328 136.526 55.4745 642.951 513.883 70.384 24.1404 103.028 125.663 129.068
internal_count=2864301 2740703 1232461 597915 634546 1508242 433163 315016 118944 1075079 254120 118147 820959 287626 795414 346920 255494 553752 123598 261412 97002 196072 26214 241494 157118 474845 70668 97807 91426 241662 123070 80822 463658 310081 65993 25545 101774 113390 153577
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=1069056 269 2166048 2 6849813 2 55 8954506 531 5 1 526 25169264 8 2097154 650 3056 1 8912896 8 4 3 21233688 2
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=40
num_cat=25
split_feature=2 3 5 2 2 4 2 2 1 5 6 0 1 3 9 3 1 8 9 1 1 3 1 0 1 3 1 0 0 0 1 0 8 11 3 0 1 12 0
split_gain=9.16357 5.64045 10.9218 9.37101 9.25852 4.27365 7.96871 7.54927 4.77508 3.12699 2.8174 2.53561 5.35056 2.38813 2.27815 1.96714 1.8855 1.87882 1.78863 1.78129 1.56562 2.2533 1.54517 1.29813 1.14525 2.124 1.08656 1.00063 0.833685 0.761342 0.606922 0.742482 0.487165 0.352119 0.212235 0.198617 0.115539 0.119058 0.0820108
threshold=0 5.5000000000000009 1 2 3 4 5 6 7 8 9 17.500000000000004 10 1.0000000180025095e-35 11 2.5000000000000004 12 13 14 15 16 2.5000000000000004 17 7.5000000000000009 18 4.5000000000000009 19 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20 2.5000000000000004 21 22 13.500000000000002 11.500000000000002 23 24 55.500000000000007
decision_type=9 2 1 9 9 1 9 9 1 1 1 2 1 2 1 2 1 1 1 1 1 2 1 2 1 2 1 2 2 2 1 2 1 9 2 2 1 1 2
left_child=13 2 5 9 24 7 15 8 28 16 20 14 -13 36 -9 -7 -3 35 38 29 21 -6 -15 -10 -4 33 -17 -22 -2 -12 31 34 -21 -26 -11 -8 -1 -38 -5
right_child=1 3 4 18 10 6 17 11 23 30 19 12 -14 22 -16 26 -18 -19 -20 32 27 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.00068704889460258656 -0.0030254047668580278 0.0030581311313985365 0 0.046088310207296701 0.023802359723005227 -0.00053261003767596639 -0.022308869765516982 -0.0090620783932429672 -0.026745630535748924 0.024291169428774177 -0.0028411426250868448 0.035769861890918554 -0.0062770317210337073 0 0.0049130173365118518 0 -0.023267206277412831 0.0030538199879137028 0 -0.018317435817403981 -0.0080092572313595033 0 -0.038912650112754667 0 -0.032327561281350385 0 0.02863154445108906 0.0083150142213117822 0.0097176372360336192 0.012348976765182988 0 0 0 0 0 0 -0.0070900437935834297 0 0
leaf_weight=15.616182979567384 110.18963204402098 9.4803636357391934 22.637158749246737 65.090345184013131 58.831233024844551 9.2050411337113456 180.8655955801587 72.836850358187803 118.72574492882995 13.443430141080171 21.454598539654398 35.60608325098292 22.804611359722912 5.0307186676363926 2566.5302602919619 3.8113305158331059 43.381299406741164 3.955206272454233 8.4953254618740157 98.519845327427902 71.078165609185817 36.460431859159144 50.027918988533202 9.6794324059155752 197.51353206312342 19.525405073771253 30.730284507822944 21.694094584541745 44.695674084810889 19.835568662121659 10.275328809795612 3.4309658988058791 0.6895179764542253 0.53970395898795587 0.39974897261709053 3.9773265411495222 20.584259382398159 0.029687585840295294 0.072383418941170841
leaf_count=18072 128838 8293 27209 69734 71367 9068 194424 40160 119409 10550 26175 17085 18010 5194 1428053 3595 38123 3232 9822 82302 56756 44049 76795 10332 171781 16545 32599 19284 44826 21307 9397 3667 699 516 395 2167 24912 32 105
internal_value=0 0.000718765 -3.2056e-05 0.0178213 -0.0125162 0.00218035 -0.00981367 0.00330406 -0.0109649 -0.00452301 0 0.00503824 0.022737 -0.026124 0.00430192 0.0169913 -0.0179665 -0.0187916 0.0362928 -0.0102868 0.00681636 0.0137934 -0.0376961 -0.0228411 -0.0257906 -0.0281931 0.0270189 -0.000600456 8.9031e-06 0.00208178 0.0111923 0.0152262 -0.0159697 -0.0320493 0.0231576 -0.0218913 0 -0.00431607 0.0416052
internal_weight=0 3936.46 3782.39 154.069 568.779 3213.61 232.545 2981.07 283.29 80.4111 328.563 2697.78 58.4107 91.2888 2639.37 43.7467 52.8617 188.798 73.6581 140.5 188.064 95.2917 55.0586 128.405 240.216 217.579 34.5416 92.7723 154.885 41.2902 27.5495 17.2741 99.2094 198.053 13.8432 184.843 36.2301 20.6139 65.1627
internal_count=2864879 2739874 2589788 150086 537990 2051798 245085 1806713 303405 70425 321939 1503308 35095 125005 1468213 45262 46416 199823 79661 130483 191456 115416 81989 129741 216051 188842 36194 76040 173664 47482 24009 14612 83001 172297 10945 196591 43016 24944 69839
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=1069057 2 6819106 2631974 2 272526 21340808 779 2 2 57 8 33 1 3 9 535 3 1 576 454 1 1 4 1
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=40
num_cat=28
split_feature=2 0 2 1 3 5 1 2 9 3 6 2 6 1 6 6 2 3 7 3 3 1 1 9 1 0 1 8 3 9 3 2 0 2 2 8 3 2 1
split_gain=8.24586 5.013 6.16987 5.90598 4.80748 9.25532 8.95087 10.4736 6.13273 4.93231 4.46268 4.02592 3.67976 3.37161 12.5955 8.20574 2.83178 2.76355 2.43666 2.19274 2.02133 1.92499 1.71652 1.71967 1.66164 1.65517 1.57834 1.3953 1.34406 1.10862 1.0459 1.00972 0.967159 0.740658 0.67396 0.547423 0.552729 0.441134 0.44108
threshold=0 1.0000000180025095e-35 1 2 1.5000000000000002 3 4 5 6 1.0000000180025095e-35 7 8 9 10 11 12 13 1.0000000180025095e-35 14 5.5000000000000009 5.5000000000000009 15 16 17 18 14.500000000000002 19 20 9.5000000000000018 21 1.0000000180025095e-35 22 21.500000000000004 23 24 25 15.500000000000002 26 27
decision_type=9 2 9 1 2 1 1 9 1 2 1 9 1 1 1 1 9 2 1 2 2 1 1 1 1 2 1 1 2 1 2 9 2 9 9 1 2 9 1
left_child=17 2 3 29 5 11 8 12 32 16 22 24 25 15 -15 -13 -7 -1 19 27 -9 -12 23 -4 30 -8 -14 -5 -23 -2 -3 -11 34 -22 -6 36 -19 -21 -20
right_child=1 4 10 18 6 9 7 20 -10 31 21 13 26 14 -16 -17 -18 35 38 37 33 28 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0061626112558410542 0.035194638266634708 -0.0062186330303931675 -0.013237769327535748 0 0.022884507271798842 0.021801821690362669 -0.015986498644237332 -0.0019151412513090404 0 0 0.0056244514398826675 -0.0082085885002788801 -0.0031448314729348344 0.018832198832148195 -0.021012913150308701 -0.01006714399672739 -0.040845425198985867 0 0.012856519447365215 0.01162166567736217 -0.030044318735978105 -0.0078577558092506137 0.015309792975742424 0 -0.00024520740992242879 0.0078078255722535215 0.0054361777190071198 0 0.0077242157328316135 0 -0.031569716620719078 0 -0.0028374262149915724 0.05532351281144441 0 0 0 0.013795040584125885
leaf_weight=34.503039518727746 12.197133547451813 42.466824673167139 13.312108860249282 423.60412929685845 4.2158774141280446 8.8235684087994724 266.85913472528046 184.12568991177977 22.137379049818264 2.16128395483247 29.762881277521956 210.61503161757719 63.449997395116952 747.09738745333743 353.4956854655029 179.16022781250649 8.9228354071965459 46.065118755715957 4.1208294779644348 10.501256534058484 15.532661344390361 157.21691436546826 174.82218692822062 50.180828901742643 34.549206944589969 8.0644922424253291 104.56304322419601 4.1411086468724525 3.1711731242830856 604.12441362225218 16.007947555466671 98.792496836882492 0.67566006243578058 16.600896026124246 48.740266120119486 0.37864017974061326 0.39438435441115771 5.2476350173819784 17.972059512969285
leaf_count=41141 9504 48013 11544 362845 4598 7724 246011 169351 20081 1536 36055 136698 55638 275013 141304 103006 7618 72667 3418 13109 15984 163740 163272 43081 32531 5880 87630 4724 1892 404610 16742 86466 917 12462 39857 415 379 4502 12354
internal_value=0 0.000614036 -0.00377329 0.000130339 0.00347001 0.000320988 0.010072 0.00458232 0.0362859 -0.023356 -0.0133596 0.00268318 0.0133398 0.000938655 0.00392623 -0.00637947 0.0068024 -0.0258355 -0.00772855 -0.0101263 -0.0114663 -0.0241635 -0.00238115 0.00723838 0.0194892 0.0202108 0 -0.0120572 -0.0271573 0.00663346 0.0268986 -0.0312922 0.04934 0.00297393 0.0565054 -0.038838 -0.0398429 0.00927551 0.0112743
internal_weight=0 3947.43 1510.37 1081.91 2437.06 1702.09 734.965 659.196 75.7692 118.7 428.466 1583.39 442.937 1490.37 1100.59 389.775 17.7464 81.3412 465.587 443.494 216.259 190.151 238.315 63.4929 93.024 274.924 168.013 427.745 160.388 616.322 58.4748 100.954 53.6318 32.1336 52.9561 46.8381 46.4595 15.7489 22.0929
internal_count=2864312 2749710 1234650 815066 1515060 856651 658409 592956 65453 103344 419584 753307 395159 656021 416317 239704 15342 114602 400952 385180 197797 201687 217897 54625 97286 251891 143268 367569 165632 414114 64755 88002 45372 28446 44455 73461 73046 17611 15772
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=1064961 25735386 269 2 1 76522 1 2 2621700 2 385 2 2 2361168 1 1 656 2 158 392 1 8 4259968 8651796 2724512 1 8400 16
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=40
num_cat=26
split_feature=2 0 12 2 1 3 3 1 5 3 2 2 1 0 1 3 9 1 1 7 9 0 1 9 3 1 2 3 1 0 1 1 8 6 3 2 0 2 0
split_gain=7.44208 4.63364 5.44524 4.41552 5.99708 5.01854 6.46011 7.18792 4.40619 9.59673 6.35318 4.55406 3.50405 3.57949 3.34157 4.41951 4.32817 3.33231 3.18415 3.18301 2.76448 2.75025 2.40731 2.16978 2.12759 6.4396 3.96602 2.03388 1.84522 1.51666 1.5098 1.46153 1.18124 1.17545 1.15806 1.00441 0.628204 0.576382 0.470159
threshold=0 2.5000000000000004 1 2 3 1.5000000000000002 1.0000000180025095e-35 4 5 5.5000000000000009 6 7 8 24.500000000000004 9 1.0000000180025095e-35 10 11 12 13 14 1.0000000180025095e-35 15 16 2.5000000000000004 17 18 1.0000000180025095e-35 19 9.5000000000000018 20 21 22 23 1.0000000180025095e-35 24 3.5000000000000004 25 5.5000000000000009
decision_type=9 2 1 9 1 2 2 1 1 2 9 9 1 2 1 2 1 1 1 1 1 2 1 1 2 1 9 2 1 2 1 1 1 1 2 9 2 9 2
left_child=27 8 3 4 23 6 18 -8 11 10 28 14 -7 -14 15 -2 -16 37 -5 24 -21 -17 -22 29 26 -26 -13 -1 33 -3 -29 -12 -33 -10 38 -30 -4 -11 -6
right_child=1 2 36 5 34 12 7 -9 9 17 31 19 13 -15 16 21 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 30 35 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.013852316644171483 0.032263808339672136 0 0 -0.0075201540000309781 0 0.011575857709748746 -0.021215649134271992 0.02115081988611979 0.0027178842360078038 0 0.014402513943022414 0.030436812546843963 -0.0062296810695216427 0.0017989478795424484 0 -0.02429168207051902 0.032739789935345549 0.016309671876996525 0.02325386407284577 0.010435079666838147 0.028037122608528836 -0.016587062088576351 -0.002524847688529161 0.023068154755461083 -0.0059399393440975352 -0.0021363744750337622 2.2102417066057525e-05 0.0037660554605266142 0 -0.036389571437240344 -0.027742569174139278 0 0 -0.022362814630533245 -0.011305640138010999 -0.028380135372346599 -0.010290394413185786 0.0055628899371390145
leaf_weight=36.016742940715631 62.845895431360987 31.214059155492578 2.116551295155662 230.41725625403342 26.197802365379175 48.561520437491708 67.182839606655762 128.55197127898282 32.719656176137505 2.834629380638944 31.780506791459629 119.9051358995348 196.52608671781491 5.184153224254259 65.094677570305066 45.828184362864704 155.43866269320279 25.534413164350553 324.39043054133072 86.279510414045944 24.191827360526077 38.721069755629287 22.280962658580393 21.529994260839885 113.50227829896176 106.6061758450378 1419.0044927034032 4.9892491593345767 14.927118730389337 10.123103450372581 46.457942442269996 245.33380609658343 0.97090553876478125 19.671639798820252 92.251988197633182 67.084810010965157 18.85966846793599 16.839266610295457 19.229692456778139
leaf_count=43020 59349 31208 2702 60888 25420 45086 32936 106634 39481 2841 38482 121731 153999 4752 59602 41729 145226 23765 109431 43861 11601 29954 15775 21194 120407 101690 812333 5231 13012 9867 77065 220704 1051 16043 84036 74602 19870 20154 17620
internal_value=0 0.000631167 0.00572324 0.00711881 -0.00489261 0.00984107 0.00491249 -0.00901592 -0.00158534 -0.0102181 -0.0157302 0.000143153 0.0217942 0.0263768 -0.00931962 0.000836398 -0.0163452 0.0222995 0.0105498 0.00229298 0.015811 0.015215 -0.000730997 0.0136657 0.000869884 0.00947662 -0.00032758 -0.0239066 0.000889844 0.0228814 -0.0349327 -0.0233133 -0.0259709 0.0125444 -0.0162239 -0.00576832 -0.0254707 -0.00282333 0
internal_weight=0 3939.73 1222.34 1201.36 200.547 1000.81 750.542 195.735 2717.4 457.697 412.488 2259.7 250.272 201.71 367.928 147.395 220.533 45.2083 554.808 1891.77 132.752 84.5493 46.4728 62.8672 1759.02 220.108 1538.91 87.4639 134.403 41.3372 51.4472 278.085 246.305 52.3913 137.679 82.0119 20.9762 19.6739 45.4275
internal_count=2864352 2739036 725643 703071 189345 513726 309889 139570 2013393 450135 403375 1563258 203837 158751 335860 131032 204828 46760 170319 1227398 71237 71683 27376 62269 1156161 222097 934064 125316 143138 41075 82296 260237 221755 55524 127076 87614 22572 22995 43040
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=1069057 1 2663696 73 519 2 21594520 4719528 258 801 6 561 645 1 3 782 1 241 2098180 790 3 1 1 2 4751376 11904
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=40
num_cat=22
split_feature=2 1 3 5 2 0 2 9 9 0 0 3 3 6 2 6 4 2 2 3 3 2 12 1 9 9 0 3 3 9 0 3 3 2 0 8 0 9 0
split_gain=6.68345 3.97221 6.58107 4.26408 7.96521 4.12643 3.92252 3.59 3.28884 3.11015 4.15449 2.84234 2.76108 2.69031 2.24926 2.46599 1.99904 7.19787 4.27798 1.7552 1.64252 1.6246 1.57537 1.52575 1.42171 1.33143 2.25959 1.86408 1.20971 0.889813 0.543364 0.438477 0.424079 0.357759 0.35355 0.346023 0.315105 0.292085 0.282679
threshold=0 1 3.5000000000000004 2 3 22.500000000000004 4 5 6 7.5000000000000009 10.500000000000002 5.5000000000000009 1.0000000180025095e-35 7 8 9 10 11 12 1.0000000180025095e-35 5.5000000000000009 13 14 15 16 17 9.5000000000000018 1.5000000000000002 3.5000000000000004 18 19.500000000000004 17.500000000000004 2.5000000000000004 19 6.5000000000000009 20 32.500000000000007 21 108.50000000000001
decision_type=9 1 2 1 9 2 9 1 1 2 2 2 2 1 9 1 1 9 9 2 2 9 1 1 1 1 2 2 2 1 2 2 2 9 2 1 2 1 2
left_child=19 2 9 5 20 7 -4 28 -6 14 22 35 13 -7 32 33 18 -18 -9 -1 25 36 37 -21 30 27 -27 -5 -3 -17 31 -8 34 -16 -2 -10 -12 -11 -15
right_child=1 3 6 4 8 12 24 16 11 10 21 -13 -14 38 15 29 17 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.013393126530735747 -0.026594198402911402 0 -0.0087458093155192741 0.0034392048986545696 0 0.042739332207851755 -0.015331019517962827 -0.035150366925658025 0 0.0099980069007204464 0 0 0.051339986387125239 0 0 0.018244263526590893 -0.018562780783913681 0.0029383768886406293 0.00022701440987864751 0.017441862810178413 -0.014846361186759569 0 -0.035036571194331213 0 -0.017413634402625246 0.010319400981281318 0.011389386387457106 0 -0.0091867084899425362 0 0 0 0.0060651898824405923 0 0 0 0.034230281534329901 0
leaf_weight=36.118122662432143 115.42667598644766 46.106055108466535 44.012399275452481 32.456707800462027 16.068835335689073 8.9764722111576702 69.332644066031207 96.969638042239239 141.12930596595106 8.567105203459505 47.568376744631678 12.79312175765517 15.886530446819959 6.9329498665174478 83.918554431060329 332.22451722326514 31.871913269053039 148.982399824803 1525.1809182890938 4.8972798182949191 22.784059371326293 15.163419930264352 2.0964410068409043 44.657691568652808 8.2338508238899504 76.534929811881739 3.5382069266343015 91.177121598710073 5.1728245712874914 127.87740129458689 0.5362806633929712 0.4258450226043341 20.282549929863308 735.00011826871196 1.7387731102935493 0.61219712989986774 1.7079018576769147 43.687039371667197 0.22132906509796146
leaf_count=43067 117028 33061 52997 26139 15090 4055 49337 90139 130114 2708 14310 12019 16862 2171 88584 180789 33453 162419 1092121 5151 21584 13993 1979 76793 6319 67087 2734 80892 4939 71508 302 466 21393 305799 2139 582 1208 13329 399
internal_value=0 0.000590765 0.00431967 -0.00201515 -0.0110465 0 0.0243785 -0.00081688 -0.0249919 0.00211799 0.0159469 -0.0295897 0.0253987 0.0382856 0.000444164 0.00204201 1.31226e-06 -0.00899573 0.00133112 -0.0228221 0.000921175 0 0.0306774 -0.0333848 0.0331027 -0.00160529 -0.0100694 0.00326276 -0.0201761 -0.00327915 0.0376164 0.0421296 -0.00986757 0.00541933 -0.0123787 -0.0347994 0.00676615 0.034009 0.0504382
internal_weight=0 3941.2 1657.8 2283.4 397.094 1886.3 122.541 1854.28 170.603 1535.26 118.79 154.535 32.0173 16.1308 1416.47 1279.02 1803 180.854 1622.15 85.6731 226.491 64.4397 54.3506 49.555 78.5286 203.707 80.0731 123.634 51.2789 460.102 70.2948 69.7585 137.448 818.919 117.165 141.742 49.2763 52.2541 7.15428
internal_count=2865059 2740048 944188 1795860 356241 1439619 109421 1416132 157805 834767 47527 142715 23487 6625 787240 646680 1378132 195872 1182260 125011 198436 29511 18016 81944 56424 176852 69821 107031 38000 252297 50105 49803 140560 394383 119167 130696 15518 16037 2570
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=1069057 7 2 29426648 11076760 8 4 2 12616102 2 2 264836 4203144 11010118 1 3 3 1 1 17564688 1 2
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=40
num_cat=24
split_feature=2 12 0 1 9 2 2 9 9 1 4 2 2 3 3 2 0 2 2 3 3 1 0 3 1 2 0 2 3 0 2 7 0 1 12 0 1 0 3
split_gain=6.06205 3.72698 5.44102 4.82274 9.85478 5.71675 4.27139 4.10527 2.79598 2.76405 3.86327 7.78852 6.03777 2.64711 2.50435 3.41368 2.35198 2.0569 1.85355 1.72582 1.50666 1.48374 1.35431 1.11864 1.03513 1.41637 0.820428 0.717298 0.48124 0.432518 0.415118 0.281157 0.273258 0.13457 0.126292 0.108568 0.0739337 0.0595423 0.0295904
threshold=0 1 4.5000000000000009 2 3 4 5 6 7 8 9 10 11 5.5000000000000009 3.5000000000000004 12 38.500000000000007 13 14 1.0000000180025095e-35 1.0000000180025095e-35 15 7.5000000000000009 9.5000000000000018 16 17 5.5000000000000009 18 1.0000000180025095e-35 20.500000000000004 19 20 1.0000000180025095e-35 21 22 93.500000000000014 23 3.5000000000000004 6.5000000000000009
decision_type=9 1 2 1 1 9 9 1 1 1 1 9 9 2 2 9 2 9 9 2 2 1 2 2 1 9 2 9 2 2 9 1 2 1 1 2 1 2 2
left_child=20 2 7 8 5 26 22 24 30 14 11 -11 -12 -8 18 -16 -7 29 -9 36 33 -22 -6 31 27 -26 -5 32 -19 -10 35 -21 -2 -1 -35 -4 37 -3 -27
right_child=1 19 3 4 6 16 13 9 17 10 12 -13 -14 -15 15 -17 -18 28 -20 23 21 -23 -24 -25 25 38 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0.0010087058412988634 0 0.0070166697223091115 0.030296991495736308 0.0054367858262910429 0.024522901255395638 0.030345567816963001 -0.02736121932973833 0.0032487358721080997 0.010028692649007999 0.0052212354144669203 0.011838562769732386 -0.011836200067429992 -0.016983376833714155 0.0058323198978187107 0.022089080819909679 -0.0024640692589272344 -0.00095570187389489676 -0.0021259193350776722 -0.0048694550916099401 -0.033472802297973163 0.00020926671055732533 -0.033739332108778004 0 0 0 -0.035019206382615006 -0.010179599671310803 -0.0084615351653621659 -0.01755190235717707 0 0 0 0.013087674521999659 -0.0074341495903191088 0 0 0 0 0
leaf_weight=15.439096106609213 4.9108905612374683 1.7697631371265745 8.3010396023164468 9.8219095780805201 10.146735552072643 282.57080063031754 71.203184369485825 1151.7583042016413 47.223371587242582 818.2932554842846 51.187857893681212 348.9272084395925 306.79509988499922 2.1220836004358707 104.02059442568861 56.343753767403541 4.3104037865705314 103.25056754230172 309.89192894860025 28.605225462320959 4.9052304089127574 43.000645255735435 12.374988541560013 0.23201400408288364 9.4877035049139504 42.168131016282132 44.519069305752055 8.0623903121158964 78.793774780664535 4.4407253929239223 2.733712723100326 0.68728302250384032 12.350111968145937 20.772295119786577 0.025249337202697286 0.15708953005378212 3.174967147759161 0.46190128673333664 1.1588042439252593
leaf_count=17875 3209 2299 3264 8469 10934 133436 33289 541687 51344 539238 49307 321319 311636 1733 89518 64153 4136 20785 351735 29587 5160 76564 13315 282 10731 30499 38406 7643 49641 4527 2680 794 3976 25305 28 219 4050 728 1158
internal_value=0 0.000560245 0.00102245 0.00896534 0.0148296 0.022586 -0.00909518 -0.000631981 -0.00137479 0 -0.00295954 0 -0.0116248 -0.020134 0.00289517 0.0138886 0.027999 -0.00607463 0.00125225 -0.0230195 -0.0218704 -0.0319743 0.0119342 -0.0294612 -0.0189342 -0.024699 -0.00256592 0 -0.0112267 0.00578352 0.0189678 -0.032558 0.00807294 0 -0.00460502 0.0236222 0 0.0041841 -0.030521
internal_weight=0 3942.26 3907.33 681.969 437.069 341.222 95.847 3225.36 244.9 3147.22 1525.2 1167.22 357.983 73.3253 1622.01 160.364 286.881 233.708 1461.65 34.9312 84.1425 47.9059 22.5217 29.5245 78.138 52.8146 54.341 25.3234 182.044 51.6641 11.1918 29.2925 17.261 36.2366 20.7975 8.45813 5.40663 2.23166 43.3269
internal_count=2864659 2739727 2701987 376178 243718 184447 59271 2325809 132460 2268593 1221500 860557 360943 35022 1047093 153671 137572 126297 893422 37740 124932 81724 24249 30663 57216 42388 46875 14828 70426 55871 6163 30381 7185 43208 25333 3483 7077 3027 31657
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=1069057 1 804 5 4762880 329770 8 8 263 2 14681414 4522648 4500418 2689452 2698836 3 12 2140168 8388824 10488144 1 4 1 210
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=40
num_cat=25
split_feature=2 3 2 5 2 4 2 2 1 12 0 0 0 1 5 1 3 2 3 1 2 8 1 3 9 0 0 2 1 0 8 3 0 11 0 0 9 2 1
split_gain=5.3373 3.70009 7.29025 5.33074 6.80183 2.84865 6.92295 4.84628 3.88232 2.55667 5.50769 5.14793 2.2718 4.48572 2.20031 2.04647 2.02243 2.00828 1.87061 1.6047 1.58604 1.47527 1.29572 2.00037 1.18915 1.07802 0.956732 0.68087 0.613397 0.871383 0.501879 0.505478 0.387301 0.287668 0.121992 0.117579 0.0840311 0.0817404 0.0753123
threshold=0 5.5000000000000009 1 2 3 4 5 6 7 8 2.5000000000000004 15.500000000000002 17.500000000000004 9 10 11 1.0000000180025095e-35 12 2.5000000000000004 13 14 15 16 4.5000000000000009 17 7.5000000000000009 6.5000000000000009 18 19 2.5000000000000004 20 15.500000000000002 19.500000000000004 21 5.5000000000000009 12.500000000000002 22 23 24
decision_type=9 2 9 1 9 1 9 9 1 1 2 2 2 1 1 1 2 9 2 1 9 1 1 2 1 2 2 9 1 2 1 2 2 9 2 2 1 9 1
left_child=16 3 24 5 22 7 21 12 27 10 20 -12 17 -14 19 18 38 -2 -8 34 -6 35 -5 33 32 -10 -21 -9 -16 -30 31 -18 -3 -24 36 -7 -4 -17 -1
right_child=1 2 14 4 9 6 15 8 25 -11 11 -13 13 -15 28 37 30 -19 -20 26 -22 -23 23 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0013704137813142089 0.0086238752193671525 0.03966273960967389 0 0 0.0057782652896771515 -0.022086331241166771 0 0.0067471152237690811 -0.023821692249079301 -0.021047616003223225 0.035199855606544948 -0.010009664417107208 0.0317876962963465 -0.0059224612100489387 0 0 -0.035504252402306334 0.0014131720177493062 0.032419571573779039 -0.026162606473092029 -0.0082966669436653259 0.00046911564839736671 -0.028377813694833689 0 0 0 0 -0.0035691535270371919 0.021399844259327023 0 0 0 0 0 0 0 0.0072012371326343697 -0.0040581187296562394 -0.0033681520999135719
leaf_weight=17.213974375379621 489.13839547876705 64.439843241212657 0.92256537204957567 45.095732268331631 75.306434822356096 157.16048141930514 8.0755617564500408 77.039470679228543 114.33435584463587 15.591566382223389 55.780176978354575 7.7791480503656194 37.838127396360505 22.564604853425408 9.8560071562969807 5.570406440179795 39.767334942545858 2184.4437999460133 29.645952072103682 43.111537100019632 161.68508218946954 3.8327396821114226 171.0143482270505 17.573971189849544 8.0453060802246892 9.7086953338584845 3.4753046340774736 78.183049890809343 16.124625893527998 3.9835681852709959 0.31046099952800332 0.33518509249552053 0.41013722185743873 0.57090333037194696 1.2083439016132604 3.0557788808073374 8.5018921035370987 22.529106519083147 16.915313267934835
leaf_count=19368 477997 69230 847 47896 86582 165548 7602 92072 117805 11976 57782 7189 17573 17684 9383 5569 72264 997701 30834 38309 153400 3038 161128 15475 9420 10316 3449 82749 12591 4153 388 376 338 543 1084 1462 7448 24200 21520
internal_value=0 0.000445638 0.0140838 -0.000156225 -0.00905577 0.00133164 -0.00850313 0.0022569 -0.00921547 0.000209626 0.00403645 0.0250247 0.00364476 0.0199525 -0.00410601 0.0124247 -0.0214324 0.00296153 0.0222058 -0.0151881 -0.00264818 -0.0187431 -0.0205305 -0.0240849 0.0309955 -0.0201779 -0.0203341 0.000347631 0.00837971 0.0131187 -0.0332555 -0.0343863 0.0353325 -0.0280847 0.00268533 -0.0217667 0.00651794 -0.00163104 0
internal_weight=0 3953.6 160.079 3793.52 550.397 3243.12 229.87 3013.25 279.266 316.142 300.551 63.5593 2733.98 60.4027 87.1838 65.821 74.5423 2673.58 37.7215 57.2196 236.992 164.049 234.255 189.159 72.8953 124.043 46.5868 155.223 29.9642 20.1082 40.413 40.1025 64.85 171.585 10.6328 160.216 9.42446 28.0995 34.1293
internal_count=2864289 2750373 156252 2594121 541971 2052150 238253 1813897 302942 316929 304953 64971 1510955 35257 77264 68205 113916 1475698 38436 51137 239982 170048 225042 177146 78988 128121 41758 174821 26127 16744 73028 72640 69568 161671 9379 167010 8295 29769 40888
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=1064961 8757964 2 2632486 2 11109712 11013494 779 1 57 2 62 2623750 33 4292632 1 257 3 270464 561 1 1 4 4194434 6
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=40
num_cat=23
split_feature=2 1 3 2 5 2 0 9 9 3 6 3 0 0 3 2 6 9 2 3 2 9 3 12 9 3 9 0 6 3 2 2 8 3 0 3 8 12 0
split_gain=4.73847 3.26197 4.82993 3.41217 2.80229 7.0802 3.5832 2.89745 2.78358 2.56846 2.76182 2.55538 2.4369 3.68907 1.87352 1.78332 1.78305 1.60396 1.57987 1.88781 1.46532 1.37136 1.35848 1.33362 1.3199 1.15086 0.995635 1.97093 1.56403 0.602114 1.84976 0.592071 0.475018 0.480557 0.470944 0.383145 0.302821 0.292424 0.273362
threshold=0 1 3.5000000000000004 2 3 4 22.500000000000004 5 6 1.0000000180025095e-35 7 5.5000000000000009 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 8 9 10 11 1.0000000180025095e-35 12 13 5.5000000000000009 14 15 3.5000000000000004 16 9.5000000000000018 17 1.5000000000000002 18 19 20 15.500000000000002 19.500000000000004 17.500000000000004 21 22 32.500000000000007
decision_type=9 1 2 9 1 9 2 1 1 2 1 2 2 2 2 9 1 1 9 2 9 1 2 1 1 2 1 2 1 2 9 9 1 2 2 2 1 1 2
left_child=14 2 12 -4 6 22 8 -7 25 10 -8 36 15 23 -1 16 37 -18 24 -20 38 34 26 -14 -10 -3 28 -28 -6 31 -31 -17 33 -16 35 -5 -9 -2 -15
right_child=1 4 3 21 5 7 9 11 18 -11 -12 -13 13 20 32 29 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0054149955354567663 -0.024727983649825477 0 0.037305605658860673 0.01233564483160275 0.003085898059408029 0 -0.032775740679308912 0.0068732544525369954 0 0.04798326234375376 0 0.03077098363451505 0.0088360020581120767 -0.034133486136555376 0 0.00078796261954158092 -0.011027265491722395 0.0016477812067971821 -0.01080945131523843 -0.014553334113771164 0 0.016385333107123767 0 -4.5523049775569298e-05 0 -0.01554595422788081 0.010114212808543925 -0.0050439989032613269 0.012153876305722539 -0.010550698568902428 -0.012441475091679928 0 0 0 0 0 0 0
leaf_weight=34.001886545651359 771.45388699875912 44.232216827673255 44.703406708285911 73.969939166287077 72.35484674921463 16.261042279984395 9.297984913457185 135.08791586105508 294.33809427168308 16.107692453457275 7.7541804148931996 12.77894308955001 54.243407928937813 48.372339876601472 38.3157214748353 54.691016624296026 294.94059267188277 114.50925200093479 142.12173533084569 243.49392237907159 14.975272397627121 8.3789923576114216 23.262638069412787 1.9878403859329399 1131.2296696624908 5.0276335348316925 74.179849556036061 3.6006863817747208 51.081312850656104 31.316083950092434 31.534180422473582 119.83622688267496 0.31947656759439169 0.34138592291856085 0.54553762450814147 0.43626080211833951 0.63968783590826106 4.6689402287593103 1.7113144335453387
leaf_count=40772 335337 32183 53208 52314 61280 15796 4046 132705 219865 16859 3071 12021 16511 14334 72100 69838 143002 59321 128397 219615 13781 6396 22021 1821 812383 4863 66458 2835 47455 33077 29682 113667 420 382 304 469 584 5345 1212
internal_value=0 0.000405666 0.0037746 0.0206681 -0.00195556 -0.00938094 -0.000160913 -0.022853 -0.00109328 0.0230724 0.0355028 -0.0273369 0.00184018 0.0139732 -0.0203447 0.000332344 0.00214823 -0.00259391 -6.91598e-05 -0.00557475 0 0.0287061 0.00168873 0.0277555 0.00132691 -0.0183594 -0.00054534 -0.00831827 0.00338749 -0.00666935 0 -0.00959265 -0.0318653 -0.0330047 0.0328849 0.0367314 -0.0324319 0.00505221 0.00577995
internal_weight=0 3955.12 1672.27 128.034 2282.85 389.247 1893.6 164.768 1860.44 33.1599 17.0522 148.507 1544.24 121.29 72.9785 1422.95 1185.57 409.45 1811.18 385.616 65.0589 83.3307 224.479 56.2312 1425.57 49.2599 201.217 77.7805 123.436 237.378 62.8503 174.527 38.9766 38.6571 74.9517 74.4062 135.728 776.123 50.0837
internal_count=2865730 2752056 949619 112691 1802437 361155 1441282 161106 1417306 23976 7117 145310 836928 47659 113674 789269 543005 202323 1380260 348012 29327 59483 200049 18332 1032248 37046 178028 69293 108735 246264 62759 183505 72902 72482 53087 52783 133289 340682 15546
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=1064961 7 11076760 2 29426648 4 8 2 2702920 2 1 855156 11010118 3 1 2 1 2 12615698 262400 1 1 1
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=38
num_cat=26
split_feature=2 12 0 1 2 3 9 3 0 6 1 3 1 2 2 9 3 3 1 9 2 0 3 9 2 1 1 8 3 7 8 2 1 1 0 1 2
split_gain=4.34627 3.18569 4.08346 4.03581 6.04796 4.11552 3.42546 2.9668 2.9298 2.09786 13.2294 14.6978 7.19836 5.70514 4.26646 3.4854 1.82752 1.59962 1.53202 5.26984 1.32332 1.29916 1.07071 0.926868 0.903973 1.2016 0.694465 0.468822 0.441111 0.279991 0.148379 0.0998588 0.0740392 0.0722194 0.0606173 0.0485474 0.0120629
threshold=0 1 4.5000000000000009 2 3 1.0000000180025095e-35 4 3.5000000000000004 24.500000000000004 5 6 1.5000000000000002 7 8 9 10 1.0000000180025095e-35 1.0000000180025095e-35 11 12 13 22.500000000000004 9.5000000000000018 14 15 16 17 18 15.500000000000002 19 20 21 22 23 3.5000000000000004 24 25
decision_type=9 1 2 1 9 2 1 2 2 1 1 2 1 9 9 1 2 2 1 1 9 2 2 1 9 1 1 1 2 1 1 9 1 1 2 1 9
left_child=16 2 6 8 18 26 24 -7 20 12 11 -11 14 -12 -8 -14 32 33 19 -5 23 -20 29 -4 35 -26 -6 28 -18 -19 -27 -10 -1 34 36 -2 -3
right_child=1 17 3 4 5 7 9 -9 31 10 13 -13 15 -15 -16 -17 27 22 21 -21 -22 -23 -24 -25 25 30 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.0017373026122086245 0.00319770646992216 0.0063592112593256443 0 0.024644216362960557 0.013286866458911332 -0.030563597478171847 0.011842968323955705 0.0010625439204455 0 0.023507491127189792 0.0062621321093498166 -0.015209695235552621 0.004661065515358164 -0.013795065839092886 -0.0022831846830990649 -0.0076875539255479063 -0.033234453209895543 -0.032128630135985457 0 -0.0082973240669971422 0 0.017333404665765721 0 0.033250686017848641 0 -0.029283081033435139 -0.00037124627110889742 0 0 0 0 -0.0058269356004971807 -0.003163337169116084 0 0 0 0
leaf_weight=17.007668013910006 7.4776382226555125 1.3683684827847173 2.6078585451759864 125.19400118776684 15.58998471254017 76.488331847831432 727.89890031579125 14.513762794391367 1.7810366014600729 275.19373383361381 131.23025943486573 110.23711006235681 272.47857851353911 713.70541624546604 241.33042341302644 683.15737874095066 37.396044811641332 27.445678836622392 269.31432219443377 33.931642350711627 19.811319972126512 18.368138890364207 0.22427925083320488 90.820717786729801 9.4653289562847931 55.994140847906237 15.182347454188859 0.30536840848071634 0.38864386948989604 0.66219230560819298 0.86968306999187817 6.7150589711090998 16.794953592972888 3.1851501594937863 0.47390801712754171 2.2483054097683635 0.40955976810073491
leaf_count=19109 9460 1930 1951 51926 14889 72495 481034 14788 2323 138256 115895 108103 175148 595832 248987 417871 72695 27334 95266 17258 22851 8655 275 50732 5701 38347 15457 393 406 755 740 8809 21450 4066 731 2217 394
internal_value=0 0.000395872 0.000824997 0.00766706 0.00274072 -0.0135327 -0.000601805 -0.0240274 0.0219788 0 -0.00316081 0.0111449 0.00207127 -0.0101987 0.00807732 -0.0038195 -0.0195716 -0.0216156 0.00853969 0.0158575 0.0279612 0.00213484 -0.028018 0.0306349 -0.0174738 -0.0212062 0.00688028 -0.030978 -0.0321422 -0.0311817 -0.025864 -0.00390669 0 0 0.00413432 0 0.00698914
internal_weight=0 3955.37 3921.61 690.319 568.583 121.774 3231.29 91.0021 121.736 3155.23 1230.37 385.431 1924.87 844.936 969.229 955.636 71.8927 33.7691 446.808 159.126 113.24 287.682 28.3322 93.4286 76.0551 66.3292 30.7723 38.0901 37.7847 28.1079 56.8638 8.4961 33.8026 5.43699 2.25184 9.72594 1.77793
internal_count=2864529 2750476 2714991 377400 290734 117629 2337591 87283 86666 2281126 958086 246359 1323040 711727 730021 593019 114053 35485 173105 69184 75534 103921 28364 52683 56465 44788 30346 73494 73101 28089 39087 11132 40559 7121 3055 11677 2324
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=1064961 1 65 2361580 8 2 28 419 4227218 855878 6 146 5 853626 8 43016 8 298 1 1 1 8388656 6 210 55 96
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=40
num_cat=24
split_feature=2 3 2 5 2 12 0 0 4 2 2 1 2 9 7 1 3 3 8 2 5 1 1 0 0 0 3 1 9 1 2 1 0 4 0 3 0 3 3
split_gain=4.03465 2.80959 6.00815 3.27517 5.63872 2.27023 4.53892 4.08042 2.17282 6.05767 3.73852 3.57429 2.30965 6.0846 2.87851 1.68563 1.72493 1.50267 1.36153 1.3424 0.947665 3.23807 1.21386 1.02305 0.960343 0.921615 0.91513 2.32003 2.52289 0.775481 0.698533 0.506381 0.407036 0.357939 0.326747 0.198036 0.189822 0.172318 0.137066
threshold=0 5.5000000000000009 1 2 3 4 2.5000000000000004 15.500000000000002 5 6 7 8 9 10 11 12 2.5000000000000004 1.0000000180025095e-35 13 14 15 16 17 2.5000000000000004 6.5000000000000009 7.5000000000000009 1.5000000000000002 18 19 20 21 22 5.5000000000000009 23 19.500000000000004 15.500000000000002 4.5000000000000009 15.500000000000002 16.500000000000004
decision_type=9 2 9 1 9 1 2 2 1 9 9 1 9 1 1 1 2 2 1 9 1 1 1 2 2 2 2 1 1 1 9 1 2 1 2 2 2 2 2
left_child=17 3 29 8 26 6 19 -8 10 18 12 30 13 -2 -14 16 -11 -1 -10 -6 21 32 35 33 38 -13 -5 -28 -29 -3 -12 -19 37 -24 -31 36 -22 -4 -23
right_child=1 2 20 4 5 -7 7 -9 9 15 11 25 14 -15 -16 -17 -18 31 -20 -21 22 24 23 -25 -26 -27 27 28 -30 34 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.027039256611964626 0 0.018124907076009496 -0.030354771590224362 0.0058652573456398245 -0.019399417726132229 0.031504393847443461 -0.0079397790152815235 -0.020409895295635892 0 0.0063060904993152631 -0.022407208253170566 0.00035744183731988146 3.4788279861082497e-06 0.012010478290209273 -0.00098148289586810398 0.030017061326879698 0 0.00040970080549006054 -0.0070700121839720118 -0.011159292727992327 -0.026757540121044067 0.024030210014920891 0 0 0 0.0007963888343921632 0.005232353986677327 -0.025497823415881617 0.040175438683269102 -0.0041550126507119596 -0.029195251043233714 0 0 0 0 0 0 0
leaf_weight=34.199034425575519 102.43521720657736 17.816586244705832 9.7829726579657255 61.878176049307513 75.211495169984119 14.659831469820345 59.709447056637146 8.0159910796937748 156.97858931709197 8.1600576499258732 95.393253437723615 111.70594450829958 2167.8522149812634 265.85312467403855 213.94910004679696 27.652794714173069 30.747208477929235 1.9557390434201807 3.8524709334888021 166.55549909851106 16.139777477321338 42.34078450933157 17.564370245454484 4.290887040377128 3.476116979320067 9.8782124061108316 85.972059466817882 7.5127265017144964 59.312580566715042 45.555957410411793 59.085697740527394 34.850507162303984 1.2601962300250296 1.5930223672185153 0.3410950765828592 0.72879095550160755 1.1143756835954253 0.45371010334929529 0.8543014720780765
leaf_count=40986 100374 17745 8866 60220 86240 11327 61487 7527 164714 7669 106883 116150 1075085 260445 77957 29668 31805 2392 3046 159867 18768 38183 15035 4447 3469 10354 85894 7286 60300 44904 67826 71047 1119 1585 310 1035 1194 425 683
internal_value=0 0.000384872 0.0121676 -0.000134557 -0.00720578 0.00075085 0.00424103 0.0227618 0.0010003 -0.00762096 0.00181473 -0.0082954 0.00303501 0.0101703 0.00165808 0.0116439 0.0203679 -0.0189285 -0.0174393 -0.00178316 -0.00261175 -0.0104303 0.00357016 0.0134652 -0.0204115 -0.0189621 -0.018346 -0.00866166 -0.0185691 0.0290873 0.000730669 -0.0296513 0.01067 0.0220437 0.0349407 -0.00516224 -0.00902345 0.0167923 -0.0262466
internal_weight=0 3955.68 163.313 3792.37 538.828 324.152 309.492 67.7254 3253.54 227.391 3026.15 276.063 2750.09 368.288 2381.8 66.5601 38.9073 71.0053 160.831 241.767 99.5993 58.1681 41.4312 23.4483 46.6712 121.584 214.676 152.797 66.8253 63.7136 154.479 36.8062 11.4969 19.1574 45.8971 17.9829 17.2542 10.2367 43.1951
internal_count=2864317 2749892 157768 2592124 540148 326448 315121 69014 2051976 236902 1815074 301213 1513861 360819 1153042 69142 39474 114425 167760 246107 94809 52745 42064 21067 42335 126504 213700 153480 67586 62959 174709 73439 10410 16620 45214 20997 19962 9291 38866
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=1064961 8757956 2 2631974 1 2 11109712 11013494 779 2623748 6 1 62 1 4292632 2 33 561 397 4 778 270976 3 1
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=37
num_cat=25
split_feature=2 12 0 1 2 9 0 3 9 1 1 3 2 2 0 4 1 2 3 3 3 2 1 3 9 2 2 0 1 1 7 2 1 1 0 2
split_gain=3.74852 2.7072 3.17099 3.23304 5.24531 2.93115 2.44281 2.42522 2.12778 3.92535 1.87619 3.82703 2.60934 2.48714 4.37071 2.7301 1.70556 1.51902 1.50899 1.49879 1.46286 1.18726 1.15986 1.01351 0.904734 0.573752 0.550012 0.739354 0.45997 0.388398 0.242262 0.0998406 0.0773398 0.0763856 0.0623421 0.0057255
threshold=0 1 4.5000000000000009 2 3 4 24.500000000000004 1.0000000180025095e-35 5 6 7 3.5000000000000004 8 9 1.5000000000000002 10 11 12 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 13 14 9.5000000000000018 15 16 17 1.0000000180025095e-35 18 19 20 21 22 23 3.5000000000000004 24
decision_type=9 1 2 1 9 1 2 2 1 1 1 2 9 9 2 1 1 9 2 2 2 9 1 2 1 9 9 2 1 1 1 9 1 1 2 9
left_child=20 2 5 6 8 22 21 29 9 -5 11 17 -13 15 -15 -12 -10 -7 33 -9 32 24 26 30 -4 -24 27 -2 -22 -6 -20 -8 -1 34 35 -3
right_child=1 18 3 4 7 10 31 19 16 -11 13 12 -14 14 -16 -17 -18 -19 23 -21 28 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0015006945271595778 0 0.0063764539863958337 0 0.018818680044901406 0.0084386156162213396 -0.010917273199229208 0 -0.02835694579609915 -0.011749974344564549 -0.00059950695242231796 0.0032278279856212755 -0.00021005234831451486 0.025650083954724397 -0.013267965546294011 0.0033225820610129648 -0.0077651382445095181 0.00564181653647528 0.0019467714259760933 -0.030669956294467421 0 0 0 0 0 0.029828490357733786 -0.027329620510172993 -0.0074722159866599516 0.015116822547361448 -0.028424695056676955 -0.001668422758147345 0 -0.0055926719054489342 -0.0033656903999110415 0 0 0
leaf_weight=17.14053706577397 6.8560325211437911 1.3616547564597568 2.6061424757353961 209.58984307845822 13.464876323356291 55.394250700461271 1.7194348959310444 57.865813003387302 62.287206047069049 134.8501985919138 924.12492588425084 35.133922224107664 73.675282465090277 389.5899025851395 200.25892515323358 261.53865189360658 68.538657181197777 1212.9903279842038 26.23820469850034 11.602608894347211 2.0592682199203409 19.96627462845936 6.4541153149621096 0.23353222824516606 94.230793089940562 35.563080349049415 8.6296219553332758 16.811939934224938 34.04484722201596 12.860429966327503 0.70540185307618841 6.5992638430616335 16.913875590544194 3.173951247095828 0.47455676563549776 0.36698400965542544
leaf_count=19203 5368 1918 1946 73718 12092 54501 2314 54560 18877 64678 612910 42892 57541 345991 223212 276600 41785 668542 25607 12314 2496 23054 8106 276 51528 26324 8347 7610 71407 12216 773 8633 21662 4055 738 372
internal_value=0 0.000381753 0.00077968 0.00678022 0.00231154 -0.000473266 0.0194473 -0.0146555 0.00718583 0.0111646 3.66528e-06 0.00282095 0.0187307 -0.00203036 -0.00714783 0.000420926 -0.00169481 0.000845544 -0.0200921 -0.0236567 -0.0183052 0.0248211 -0.0162109 -0.0265626 0.0273445 -0.0232982 0 0.00661373 -0.0289039 0.00111808 -0.0297733 -0.00346147 0 0 0.00425435 0.00715535
internal_weight=0 3955.76 3923.2 696.182 571.06 3227.02 125.122 95.7937 475.266 344.44 3152.71 1377.19 108.809 1775.51 589.849 1185.66 130.826 1268.38 32.5543 69.4684 70.1585 116.803 74.3148 27.1771 96.8369 42.0172 32.2976 23.668 36.1041 26.3253 26.9436 8.3187 34.0544 5.37715 2.2032 1.72864
internal_count=2864166 2749398 2715659 377715 290240 2337944 87475 91182 199058 138396 2282189 823476 100433 1458713 569203 889510 60662 723043 33739 66874 114768 76528 55755 26656 53474 34430 21325 12978 73903 24308 26380 10947 40865 7083 3028 2290
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=1064961 1 65 10750444 8 9 150 7 11076636 29361620 2 22 4227488 853626 44 8 43016 8390904 3 298 1 8388656 6 210 96
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=40
num_cat=28
split_feature=2 3 2 1 4 2 1 2 0 9 6 2 1 7 0 0 1 9 7 1 3 11 1 1 12 3 1 3 8 0 0 5 1 9 0 0 1 2 1
split_gain=3.27568 2.80773 7.24918 5.85839 4.75526 6.84143 5.26082 4.81238 3.70614 2.7216 2.62637 2.14905 2.56821 2.18691 2.06928 1.77366 1.91096 1.86166 1.6974 4.71808 1.35407 1.32968 1.1884 1.09687 0.969984 0.965666 0.907542 0.639973 0.631485 0.577994 0.576245 0.558944 0.483663 0.460833 0.434872 0.621774 0.402811 0.356541 0.294427
threshold=0 2.5000000000000004 1 2 3 4 5 6 3.5000000000000004 7 8 9 10 11 3.5000000000000004 7.5000000000000009 12 13 14 15 1.0000000180025095e-35 16 17 18 19 9.5000000000000018 20 1.5000000000000002 21 10.500000000000002 24.500000000000004 22 23 24 15.500000000000002 2.5000000000000004 25 26 27
decision_type=9 2 9 1 1 9 1 9 2 1 1 9 1 1 2 2 1 1 1 1 2 9 1 1 1 2 1 2 1 2 2 1 1 1 2 2 1 9 1
left_child=20 4 15 9 5 6 8 22 37 24 34 12 13 -7 21 16 33 -18 23 -20 -1 -9 27 -13 30 -19 -17 -6 -8 36 -4 -10 -22 -3 35 -5 -12 -2 -16
right_child=1 2 3 10 7 11 28 14 31 -11 29 18 -14 -15 38 26 17 25 19 -21 32 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 -0.0027999190130847751 0.02923608118485517 0.0017431477098060165 0 0.02618669899640072 -0.024538333590141088 -0.025207429699095132 0.029061312814094322 -0.00013870471054173541 0 0.00245368200701281 0 -0.00087972209812358379 -0.0036700883410085146 0.016902050003653916 0.0031815626253520954 -0.019671274279360863 0.017646547293780308 -0.0077805626836889505 0 0 -0.00070086103340663238 -0.0019285488463290411 0 0 -0.0010463050897653399 0.027752757893024921 0 0 0 0 -0.027269259428694948 0.0071254651591547789 0 0.017741015299046824 -0.013388446114505745 -0.0079685762689178409 0.0063285860078557661
leaf_weight=33.910728460163227 8.4089620782760885 12.463712956610834 204.98341055505443 124.20575222292973 1.0805518534034462 89.630569412991463 177.98743428502348 171.80882244456006 14.928627526474884 28.064583131461404 15.725986100675073 971.47775464638835 80.706539717160922 10.349138349833082 10.863339977615395 7.8954559727426368 20.082620823923207 170.35785076877073 149.99983145529404 72.43696564034326 2.0241818164358847 0.32941301142272905 12.362179880758051 1271.807131679052 1.4974884348630428 7.1099663411150678 7.4882320562610403 13.047858767866273 0.79079475134494615 2.4110248221550128 0.86653935199137677 6.1932880016247518 32.868715750031697 51.458929884720419 2.2809220399358301 48.837492275430122 79.982607853686204 93.604694090950943 16.407267486778441
leaf_count=40779 6957 11967 201786 128294 1228 84198 174116 179297 16298 29237 14379 560955 78342 10813 9650 7960 18867 162404 45240 42858 2454 327 15213 618324 1924 6262 6980 16592 781 1632 876 6703 70866 48779 1310 37653 79349 110146 12384
internal_value=0 0.000272991 0.0055671 0.0124585 -0.00098283 5.05742e-05 -0.0131684 -0.0140674 0.00110541 0.0229617 0.000682626 0.00184375 0.0114329 0.0199831 -0.0194218 -0.00630175 -0.00945746 -0.0137292 0.000850046 0.00862797 -0.0172877 -0.0238453 0.0112784 0 0.0268181 -0.0172556 0.0101324 0.0200746 -0.0227755 -0.00955574 0.0287607 0.0251577 -0.0275767 0.00197063 0.00846585 0.00968986 -0.0117916 -0.00610373 0
internal_weight=0 3959.93 785.713 508.856 3174.22 2948.32 301.914 225.899 123.136 235.412 273.444 2646.41 180.686 99.9797 199.409 276.857 261.473 197.55 2465.72 222.437 68.8036 172.138 26.4906 2243.28 207.347 177.468 15.3837 14.1284 178.778 98.1196 205.85 21.1219 34.8929 63.9226 175.324 173.043 95.7086 102.014 27.2706
internal_count=2864180 2750081 759659 496440 1990422 1755731 315001 234691 140104 233823 262617 1440730 173353 95011 201658 263219 248279 187533 1267377 88098 114099 179624 33033 1179279 204586 168666 14940 17820 174897 95360 202662 23001 73320 60746 167257 165947 93728 117103 22034
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=1064961 6821172 209 2 21017226 19 4198536 3 2 11010052 188 1 41 4 1 542 1 62 868 1 339 1 2 3 2 2 8320 416
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=40
num_cat=26
split_feature=2 3 2 12 0 2 3 2 2 1 1 1 0 1 9 5 3 3 1 9 7 3 1 1 2 6 7 8 1 3 3 3 0 1 2 0 1 0 9
split_gain=3.00993 2.52604 4.63791 2.6425 2.90439 4.78589 3.86181 6.57578 4.6137 3.79098 3.46404 3.44131 3.01691 2.83088 2.80822 2.00282 1.75483 1.5496 1.4237 1.42 1.39121 1.2375 0.521862 0.497464 0.631532 0.315529 0.24817 0.228705 0.226858 0.130964 0.126902 0.0890634 0.291712 0.0727025 0.0653406 0.0646592 0.0614574 0.0595548 0.0455376
threshold=0 5.5000000000000009 1 2 1.0000000180025095e-35 3 1.5000000000000002 4 5 6 7 8 14.500000000000002 9 10 11 1.0000000180025095e-35 1.0000000180025095e-35 12 13 14 1.0000000180025095e-35 15 16 17 18 19 20 21 3.5000000000000004 13.500000000000002 7.5000000000000009 1.0000000180025095e-35 22 23 55.500000000000007 24 3.5000000000000004 25
decision_type=9 2 9 1 2 9 2 9 9 1 1 1 2 1 1 1 2 2 1 1 1 2 1 1 9 1 1 1 1 2 2 2 2 1 9 2 1 2 1
left_child=21 3 15 4 5 13 8 10 14 -10 -8 16 -9 25 -6 18 -7 33 34 28 -13 36 -23 24 30 -2 29 -15 31 -19 -17 32 -4 37 38 -30 -1 -5 -3
right_child=1 2 19 17 6 11 7 12 9 -11 -12 20 -14 27 -16 23 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 35 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0013513937744572778 0.00092385670717349741 0 0.010205695173055473 0.006979232090145073 0.028388997914072536 0.0077707779793342608 0.012403241032901781 0.016587159719147999 0.0024826339239085657 -0.0070347756553690846 -0.013941721336451721 -0.0094360003421980927 -0.0095922836103545656 -0.021916197742972914 0.00027683960274630032 0.022435046923440963 -0.001686951454484128 -0.02956467018947484 -0.020062551258184132 0 0.0065803834669089303 0 -0.026472651113473408 0 0 -0.0055974180444294079 0 0 0.035249021391595609 0 0 -0.0029797507311305552 0 0 0 0 -0.0029993406647101247 0 0.0058819397625293557
leaf_weight=17.224697699100943 97.789901464871946 0.6643376219435595 3.5713395851635124 1.7808500626997559 46.431646471348358 460.80860575925908 24.91716789676866 463.31904216810653 790.25503022685734 758.16407145076664 135.36278520370251 352.71700984492054 14.186170122760812 181.25571731614036 111.49990532936499 13.284800149078363 238.3336428213006 22.520052768843016 40.041051114152651 8.8018526828673185 18.756029704629327 1.9479768777964637 32.079393846979656 10.470245049946245 5.3307089656300386 70.614791956635599 0.64919491211185842 0.53279027153621328 60.861330459840246 2.0750658048200412 0.25880498383776362 5.0372841701610005 6.8801228432275821 3.2081904538499684 3.0577669264748675 0.078091757459332167 16.6989510589774 0.46525199027382758 6.2736907377038733
leaf_count=19267 90297 584 4061 2312 46691 252058 22342 401530 258310 418564 128681 314529 10295 170097 113273 10655 247008 20545 37026 10091 12950 2373 71171 9606 5080 74586 772 460 60697 2576 339 5918 5896 4083 3203 105 21449 733 4930
internal_value=0 0.000263317 0.0114113 -0.000226742 2.73199e-05 -0.00341708 0.00225817 0.00871424 -9.10167e-05 -0.00204838 -0.00668902 0 0.0144132 -0.0128868 0.0141243 -0.00370081 0.00414169 -0.0209414 -0.0150707 0.0236571 -0.00726775 -0.0166343 -0.0265975 0.00782559 0.0120923 -0.000696354 -0.0276105 -0.0206648 0.0278598 -0.0285808 0.017653 0 0.00378508 0 0.00199245 0.0316523 0 0.00414841 0.0043825
internal_weight=0 3960.25 164.611 3795.64 3764.94 1420.81 2344.14 637.785 1706.35 1548.42 160.28 1070.62 477.505 350.193 157.932 79.3814 699.142 30.6986 50.0368 85.23 371.473 67.951 34.0274 29.3446 18.8743 168.405 25.2443 181.789 76.4282 24.5951 13.5436 15.4887 10.4515 5.45429 9.9958 60.9394 33.9236 2.2461 6.93803
internal_count=2865143 2750883 158191 2592692 2561671 1161985 1399686 562848 836838 676874 151023 826545 411825 335440 159964 71423 499066 31021 45743 86768 327479 114260 73544 25680 16074 164883 23893 170557 76677 23121 10994 15875 9957 7128 8717 60802 40716 3045 5514
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=1064961 6823202 1 2427808 11310340 7147780 54 513 301 913 6 2 33 3 1 3 454 2098434 2 1 1 770 210 2338 6 4
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=40
num_cat=24
split_feature=2 8 2 1 1 6 2 3 1 2 9 7 0 2 3 9 1 3 0 3 0 6 2 1 3 1 0 2 3 3 2 0 0 0 1 4 9 1 3
split_gain=2.7594 2.12468 10.6284 5.69981 2.77052 4.21839 3.63663 3.53193 2.84906 2.78079 6.16054 2.74668 5.097 3.52075 3.44212 2.40921 2.27655 2.2639 2.04229 1.87793 2.34143 2.10786 1.86265 1.80797 1.77936 1.58607 1.34866 1.26203 1.22325 1.11118 0.989576 0.962778 0.810687 0.667582 0.48436 0.233384 0.174615 0.160973 0.129655
threshold=0 1 2 3 4 5 6 4.5000000000000009 7 8 9 10 17.500000000000004 11 1.0000000180025095e-35 12 13 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 14 15 16 7.5000000000000009 17 18.500000000000004 18 7.5000000000000009 1.0000000180025095e-35 19 12.500000000000002 15.500000000000002 24.500000000000004 20 21 22 23 19.500000000000004
decision_type=9 1 9 1 1 1 9 2 1 9 1 1 2 9 2 1 1 2 2 2 2 1 9 1 2 1 2 9 2 2 9 2 2 2 1 1 1 1 2
left_child=29 4 3 -3 9 6 17 23 15 10 28 12 16 26 -14 22 -11 33 24 21 -21 -12 -7 -8 -10 -20 -13 -9 32 36 -17 38 -2 -6 -31 -15 -1 -4 -5
right_child=1 2 37 31 5 8 7 27 18 11 19 13 14 35 -16 30 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 34 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0037609412090431867 0.031934579517827084 -0.0033967841555595946 0 0.059397126298803199 0.017020765404688623 -0.0041491281640023579 0.0025450753840078684 0.020415489804502834 -0.020615938527069538 0.0002472334040911365 0.0027608317434551768 0.020019406560286054 0.040448502974621013 -0.011141483095657094 0 0.0035068036769193103 -0.0070766046945974067 -0.0023264272811301854 0.0038357377141664088 0 0.029237379770944275 -0.014144608056307973 0.021318703652858165 -0.0087828974669432857 0.0017056508185837134 -0.012589211609930182 -0.00074243191668939301 -0.0014896294841347032 0 0 -0.010237893415882608 0 0 0 -0.025489553369937492 0 -0.0040154038970709764 -0.022294659929220785 0
leaf_weight=6.2595201629883377 95.031035280495416 16.885807245969772 3.958906283165561 30.166799313097734 180.14710480976646 7.9856645365216536 131.46041554077965 39.692158260630094 272.15730650840123 1279.8586084999988 121.75152809219435 153.6430512470688 18.852759434463223 30.732937206281349 14.707656576356383 19.88827933484572 546.65168262968655 51.883313055899634 99.493274393527827 33.299654437352729 14.868665900146878 88.762109934381442 43.15681248542387 447.94125446528778 8.3433490641546069 50.327233653872099 3.188366403541294 6.6931310793588628 1.7818759864312586 2.0341294534737244 111.14796538066003 1.4102861516876135 1.1170635742600996 4.6426181274582623 31.128507084555167 9.2633919214713369 27.716148121726292 20.46383733194671 0.084280629438579946
leaf_count=7331 92000 13973 3945 21486 174321 8039 100599 38545 283441 638564 122354 39098 3477 31879 12128 19353 354249 49612 70872 30747 15426 87203 28619 335557 7713 41798 593 5963 1838 2455 76877 740 1108 4470 70806 12597 33513 20734 92
internal_value=0 0.000233052 0.0144325 0.0342224 -6.47106e-05 -0.0034983 0.000705787 -0.00299159 -0.00969598 0.00193446 0.00963795 0.000297434 -0.000806579 0.0107931 0.0267572 0 -0.00189883 0.0105599 -0.0137479 0 0.0138251 -0.00399513 0.0139748 -0.005824 -0.0188852 -0.00167995 0.0170287 0.0164613 0.026845 -0.0160019 -0.0060655 0.0491691 0.0307656 0.015886 -0.0255924 -0.0075454 0 -0.0193128 0.059174
internal_weight=0 3961.44 72.9699 48.5472 3888.47 1474.96 862.46 625.787 612.5 2413.51 356.612 2056.9 1860.07 196.828 33.5604 182.179 1826.51 236.673 430.321 258.682 48.1683 210.514 51.1425 579.402 280.501 149.821 156.831 46.3853 97.93 67.1383 131.036 31.6614 96.1481 184.79 33.1626 39.9963 33.9757 24.4227 30.2511
internal_count=2864115 2750010 60970 36291 2689040 1245779 709067 480664 536712 1443261 350676 1092585 1008418 84167 15605 132888 992813 228403 403824 255730 46173 209557 36658 436156 291154 112670 39691 44508 94946 114105 96230 22318 93108 178791 73261 44476 40844 24679 21578
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=1064961 1 8751840 777 271 2 68900 528 799636 6 1 14745664 6 7 2 12915972 128 96 270546 8389676 3 2 10 72
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=40
num_cat=27
split_feature=2 12 0 1 9 2 2 9 9 3 2 0 3 0 1 8 2 2 1 3 3 9 2 1 2 0 1 3 2 0 7 8 9 0 1 0 1 1 2
split_gain=2.49879 2.2096 2.06322 2.9791 6.67434 3.94556 3.47739 2.87592 2.78568 2.48463 1.86128 1.76169 1.37778 1.23395 1.15241 2.28508 2.24675 1.39302 1.76942 1.07689 0.950245 0.928445 0.817859 1.09342 0.779816 0.703398 0.492379 0.482254 0.388065 0.350781 0.213087 0.151135 0.136406 0.101675 0.0743213 0.059324 0.0470935 0.0430725 0.00948812
threshold=0 1 4.5000000000000009 2 3 4 5 6 7 5.5000000000000009 8 38.500000000000007 1.0000000180025095e-35 7.5000000000000009 9 10 11 12 13 1.0000000180025095e-35 9.5000000000000018 14 15 16 17 5.5000000000000009 18 13.500000000000002 19 20.500000000000004 20 21 22 93.500000000000014 23 3.5000000000000004 24 25 26
decision_type=9 1 2 1 1 9 9 1 1 2 9 2 2 2 1 1 9 9 1 2 2 1 9 1 9 2 1 2 9 2 1 1 1 2 1 2 1 1 9
left_child=19 2 7 8 6 13 25 22 28 -7 29 -8 34 -6 15 16 -9 18 -16 32 30 -19 37 -24 -17 -5 -21 -12 33 -10 -14 -25 36 -4 35 38 -1 -2 -3
right_child=1 12 3 4 5 9 11 14 10 -11 27 -13 20 -15 17 24 -18 21 -20 26 -22 -23 23 31 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0051341609042900764 0.0030092536497868597 0.0063376927524172845 0.028474908542358391 0.0048120600197964821 0.02286949725643099 -0.026867002148723347 0.022310381138830094 0.0043309558572494312 0.0082624676077104314 0.0051252744852739226 -0.013169768706092794 -0.0016233479884860875 -0.028996629706639798 0 0.0031215598650944768 0 -0.0056832061999885324 0.006766922633436161 -0.0090699037666069123 0 0 0.0010874950115144825 0 -0.027480565773523265 0.020173395987910788 -0.0094092389894709794 -0.024698447958152236 0 0 0 0 0 -0.0035074460309781467 0 0 0 0 0 0
leaf_weight=3.7532032692542998 7.5644124405516759 1.3767161634459626 8.8291249044705147 10.058552084650726 10.685945210687352 70.521296776394593 301.93339173101413 229.26639015699038 49.404168357868912 2.3368135105993124 181.90402432145493 4.5393435083969953 24.914135833445467 12.405871176248182 153.86121280497173 3.6627532097918447 902.84102370537585 460.39942146463727 208.46619166847813 2.0169866739888676 0.23807253703125653 1172.2697478743939 9.5293106583412737 53.861538721583202 18.228318061417671 44.987051323245396 30.381370519720804 0.11136082850862195 2.6831192061945339 4.550655695347813 0.731012575968644 0.83494885504478489 27.359723119159753 0.15782792193931605 3.15428288446856 0.45938258862588544 2.6695679856929928 2.2070409598818514 0.39099972759140667
leaf_count=4135 9570 1926 3294 8691 10997 33426 135861 222088 54206 1759 66962 4319 23668 13438 184881 2988 670474 287067 200234 2448 275 699070 5654 37289 16766 38175 70932 84 2675 5162 826 713 33195 236 4043 729 3360 2174 386
internal_value=0 0.000283326 0.000647006 0.00545601 0.0100321 -0.00916541 0.0162799 -0.000353472 -0.00236368 -0.0198034 -0.00688889 0.0203465 -0.0184085 0.0109195 0.000116715 -0.00224781 -0.00334924 0.00164919 -0.00335154 -0.0152443 -0.0248607 0.00299193 -0.0159833 -0.0196151 0.0175039 -0.002239 -0.0246809 -0.0117194 0.0178293 0.00426539 -0.028133 -0.0241636 0 0.022248 0 0.00419528 0.00339601 0 0.00702346
internal_weight=0 3959.37 3928.1 705.109 457.468 95.9499 361.518 3222.99 247.64 72.8581 235.97 306.473 31.2646 23.0918 3149 1154 1132.11 1995 362.327 66.1809 25.8832 1632.67 73.9973 64.2258 21.8911 55.0456 32.3984 182.015 11.6701 53.9548 25.6451 54.6965 33.7825 8.98695 5.38138 2.2271 6.42277 9.77145 1.76772
internal_count=2864176 2750106 2718253 379285 246666 59620 187046 2338968 132619 35185 126414 140180 31853 24435 2283568 912316 892562 1371252 385115 114070 24769 986137 55400 43656 19754 46866 73380 67046 6205 59368 24494 38002 40690 3530 7084 3041 7495 11744 2312
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=1064961 1 804 5 329770 4832512 8 8 2697644 216 1 2106630 2097194 3 6 43016 8 524600 3 10488144 1 1 10 210 6 55 96
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=40
num_cat=31
split_feature=2 3 2 5 6 2 2 2 1 9 1 6 3 2 6 9 1 1 9 0 1 1 9 4 9 9 1 0 1 3 5 1 12 11 1 0 0 4 3
split_gain=2.29937 2.17863 3.56695 2.72173 5.15436 3.9695 2.41218 2.13176 5.59969 2.74093 2.65921 9.16768 25.8074 6.84018 3.04243 5.15561 2.18856 1.84828 1.70441 2.03184 1.87336 1.63357 1.61144 1.07226 0.840187 0.776676 1.38631 0.708917 0.69099 0.604857 0.555974 0.555468 0.493441 0.468129 0.446134 0.387206 0.346164 0.324438 0.403298
threshold=0 5.5000000000000009 1 2 3 4 5 6 7 8 9 10 1.0000000180025095e-35 11 12 13 14 15 16 5.5000000000000009 17 18 19 20 21 22 23 1.0000000180025095e-35 24 4.5000000000000009 25 26 27 28 29 4.5000000000000009 2.5000000000000004 30 4.5000000000000009
decision_type=9 2 9 1 1 9 9 9 1 1 1 1 2 9 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 9 1 2 2 1 2
left_child=21 3 28 7 5 22 27 8 9 -2 11 13 -13 -9 15 -12 -16 -8 19 -7 -20 37 35 24 -10 26 36 -6 -3 -24 -28 -29 -23 -19 -27 -5 -4 -1 -39
right_child=1 2 25 4 6 18 17 10 23 -11 14 12 -14 -15 16 -17 -18 33 20 -21 -22 32 29 -25 -26 34 30 31 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.0028327538505678977 -0.012413765805209455 0 0.016766990774243828 0.0095974875484255793 -0.0076538070048614432 0.017725414356855023 -0.0013325243857358346 0.020070753141361839 0 0.0065078625804403101 0.0048917487300890773 0.031816577152334928 -0.017057145064141448 -0.0061668665259603066 0 -0.012910961470789368 -0.012805108854474195 -0.03441437028340532 0.0086785085208656871 -0.0032286421033744712 -0.013695584630573255 -0.027192119273540833 -0.024594474857036749 0 0.015215169272616331 0 -0.013587164792741944 0 0.026265489790392917 0 0 0.012104540881697597 0 0 -0.013898483241051564 -0.0008181801941842988 0 0.013398088073586945 0
leaf_weight=28.658323707695672 156.29333809713717 6.7499209541274467 31.648471009946661 13.793457707433847 25.221217871228873 150.88291962414223 67.406583045158186 70.751076473403373 10.764679898173199 72.634162187881884 626.41883443527331 271.30682909287134 136.04773745062994 770.22114682142274 189.77412018972973 173.90538891562028 379.02644834019884 87.383882741145499 22.561217509370181 21.658452771996963 37.618677137725172 40.042694023039076 53.530723979856702 32.640148118516663 363.44086333040468 3.8694388549483847 16.28136291327246 12.691322700091403 62.056037996109808 5.335126871825195 9.7989526393066644 24.216190858380287 0.080350462318164229 0.37773669566376966 26.187687350917262 3.271432822715723 9.4019021303975006 7.9182235444350209 2.721949684608262
leaf_count=41513 158756 7053 30702 13121 27301 152459 72445 61393 11915 73624 350684 108697 116824 297584 137376 99143 221978 93963 24740 20717 37527 72680 50271 31431 371063 4052 14761 11437 57310 4926 9231 21498 140 383 24679 2991 10173 13165 4498
internal_value=0 0.000312747 0.0106193 -0.00014044 -0.00667529 0.000957666 -0.0175313 0.000876018 0.00590787 -0.00521974 -0.000307143 0.00285687 0.0147575 -0.00284012 -0.0034041 0.000238737 -0.00884273 -0.0226502 0.00813777 0.012889 -0.002197 -0.0137586 -0.0137585 0.0127474 0.0145009 -0.000899841 0.00264723 0 0.0230204 -0.0201092 -0.00619092 0.00758985 -0.0226233 -0.031132 -0.0100924 0.00163122 0.0122479 0 0.00826133
internal_weight=0 3945.17 165.994 3779.17 525.949 308.652 217.297 3253.22 635.773 228.928 2617.45 1248.33 407.355 840.972 1369.12 800.324 568.801 155.168 232.721 172.541 60.1799 79.4215 75.9307 406.846 374.206 97.1878 67.1307 62.1287 68.806 58.8659 26.0803 36.9075 40.123 87.7616 30.0571 17.0649 41.0504 39.2985 10.6402
internal_count=2864204 2732208 157961 2574247 533779 306752 227027 2040468 646789 232380 1393679 584498 225521 358977 809181 449827 359354 166791 235443 173176 62267 131996 71309 414409 382978 93598 64867 60236 64363 55197 23992 32935 72820 94346 28731 16112 40875 59176 17663
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=22040577 8757956 2 2 2632194 557632 2631718 292 1 300 2 8454928 2 5 592 29 5 278 519 2 2 8 9 357 520 2 660 1 1 18 2
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=33
num_cat=20
split_feature=2 12 11 0 1 3 2 0 0 2 9 0 3 2 3 4 1 3 3 3 2 2 1 0 7 7 9 1 0 1 2 2
split_gain=2.07145 1.92641 1.75496 1.64507 4.09332 5.67871 4.87592 2.41275 2.30181 2.07938 2.00204 1.97347 1.25856 1.1329 6.00951 3.00688 1.08011 1.04024 0.900276 0.794722 0.715384 0.662012 0.496232 0.430872 0.228484 0.213698 0.117464 0.0698026 0.0597971 0.0383981 0.0338513 0.0092379
threshold=0 1 2 3.5000000000000004 3 1.0000000180025095e-35 4 7.5000000000000009 23.500000000000004 5 6 21.500000000000004 1.0000000180025095e-35 7 1.5000000000000002 8 9 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 10 11 12 13.500000000000002 13 14 15 16 3.5000000000000004 17 18 19
decision_type=9 1 9 2 1 2 9 2 2 9 1 2 2 9 2 1 1 2 2 2 9 9 1 2 1 1 1 1 2 1 9 9
left_child=17 2 3 10 7 8 -7 9 -6 -5 16 -9 27 14 -12 -15 21 26 24 23 -18 -2 -19 25 -14 30 29 28 31 -1 -4 -3
right_child=1 12 19 4 5 6 -8 11 -10 -11 13 -13 18 15 -16 -17 20 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0050063252459481445 0.0089668847845374763 0.0062240770898024725 0.024170965405288597 0.017593897303700482 0.0050781362066105945 0.0017273411047363145 -0.018396810671611166 0.041641947006667339 0.030856786638909856 -0.0077666392042040847 -0.016063741497591003 0 -0.027883594612934381 0.0022816298393671312 0.0058382372890035733 -0.0063787629203056742 0 0 0 0 -0.024510748699901174 -0.0067877273034419976 -0.023440870284674509 0 0 0 -0.0030280988081924924 0 0 0 0 0
leaf_weight=3.8064589641799103 15.902671292889863 1.420954030516441 17.084969779811217 11.851188876986269 417.18329765931412 228.50404100376909 164.49646890412259 29.729775410960428 20.209284618031234 38.638786367577268 214.16233588720934 3.7851640856533768 24.067337670319827 2046.2215933164844 208.02207319890294 460.02391270227963 4.8921683879743796 2.0033795128547354 0.25208618785836634 1.7323239887191437 38.064559755919618 6.1279913935868544 29.225429033325785 0.80081005903775704 0.67549925498316099 2.1314558998274249 27.026840480401006 3.1916567588632487 0.47491373663069669 2.581042053832789 1.1744473082944775 0.38481719244737189
leaf_count=4159 7419 1947 9130 8829 142728 141290 166679 11395 8743 15865 221697 4958 22345 1237118 222865 473252 4975 2425 280 1700 32361 6000 70912 259 816 1045 33426 4077 727 3346 1105 390
internal_value=0 0.000234898 0.00057764 0.000252728 0.00395065 0.000944252 -0.00708814 0.0210404 0.00881519 1.87031e-05 -0.000805642 0.0363318 -0.0173318 -0.000209238 -0.00483039 0.000515042 -0.0144273 -0.0139987 -0.023646 0.0187568 -0.020527 0 -0.023242 0.0227809 -0.0269474 0.0247532 0 0 0.00406317 0.00347464 0.0261546 0.00689535
internal_weight=0 3961.21 3930.74 3907.82 914.398 830.393 393.001 84.0049 437.393 50.49 2993.42 33.5149 30.4673 2928.43 422.184 2506.25 64.9874 64.6432 24.9949 22.924 42.9567 22.0307 31.2288 21.1917 24.7428 20.3909 33.4143 5.47234 2.28068 6.3875 18.2594 1.80577
internal_count=2864263 2749995 2719413 2706174 500487 459440 307969 41047 151471 24694 2205687 16353 30582 2154932 444562 1710370 50755 114268 23441 13239 37336 13419 73337 11539 23161 11280 40931 7141 3064 7505 10235 2337
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=1064961 1 1 1 4274788 10751240 8 20971562 2 12 2140160 8389080 3 1 1 10 210 6 8653274 96
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=40
num_cat=19
split_feature=8 2 1 1 2 4 2 5 0 3 0 2 0 0 1 0 0 2 0 3 2 1 6 3 2 0 3 0 3 2 12 0 0 3 11 3 0 3 12
split_gain=1.89912 9.85374 5.39687 2.55474 3.5325 3.83896 4.13214 4.04991 2.43389 2.1984 1.82698 2.5977 1.77408 1.62098 4.11214 2.87654 1.79231 1.71938 1.16542 1.17816 3.53207 2.16114 1.10317 0.971224 0.940755 0.858682 0.851004 0.753748 0.737722 0.71092 0.648066 0.570713 0.445823 0.432968 0.346341 0.297057 0.293229 0.563291 0.285695
threshold=0 1 2 3 4 5 6 7 18.500000000000004 5.5000000000000009 3.5000000000000004 8 6.5000000000000009 7.5000000000000009 9 10.500000000000002 21.500000000000004 10 5.5000000000000009 1.0000000180025095e-35 11 12 13 1.0000000180025095e-35 14 3.5000000000000004 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 15 16 16.500000000000004 6.5000000000000009 4.5000000000000009 17 3.5000000000000004 12.500000000000002 1.0000000180025095e-35 18
decision_type=1 9 1 1 9 1 9 1 2 2 2 9 2 2 1 2 2 9 2 2 9 1 1 2 9 2 2 2 2 9 1 2 2 2 9 2 2 2 1
left_child=3 2 -2 13 9 6 12 8 -8 32 11 34 33 17 16 29 -15 25 19 21 -21 -19 30 -9 27 -1 -17 -12 -20 -16 36 -14 38 -6 -7 -31 37 -4 -5
right_child=1 -3 22 4 5 10 7 23 -10 -11 24 -13 31 14 15 26 -18 18 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 35 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.009378864833801466 -0.0036012441058558098 -0.019123250786271279 0 -0.022298058276745664 0.020294162388400486 -0.021794571239443353 -0.0006974980546847479 0 0.018963816041376952 0.0035140897188570015 0.01803631164677736 0 -0.0094166495654469072 0.038389869470348746 0 -0.017391264442478915 0 0.0016040920248400631 0 0.0090823149569894662 -0.0073796203395870529 -0.0076420115896429835 0 -0.024451366356107292 -0.0048142208050695988 -0.00094699725040366936 0 0 -0.017361651162606774 0.018114465396696634 0 0.0054404635012034862 0 0 0 0 0 0.06528973406209819 0
leaf_weight=281.63529087483766 17.005111574733746 24.272735412378097 0.32685313001275673 134.69400607367788 125.39070020164945 166.83809682761785 1204.8552937875502 9.9813094800847448 36.025780485593714 13.467076894186901 23.346668146419692 112.87322335774661 20.753784933680439 31.822942426777445 4.9691102342912927 52.76131259893009 3.8058842013124368 586.3840051944062 41.355154131510062 378.17406696159014 136.99031843753619 353.70595937635517 13.148315508689846 57.348185882401594 19.872516008508683 35.585594852993381 5.6663079979916793 2.2323918381007379 33.904113806172973 45.575070914812386 0.39479251424200157 10.766345840151187 12.238395202075479 4.6318619191297321 0.22147458158724376 2.6135741401521946 0.92864760334486973 18.96049768938974 0.39706241979001689
leaf_count=317658 14064 24792 118 166366 126950 186664 774127 8945 19667 17010 19531 108149 18803 12092 4853 22447 4977 166680 8147 330955 122688 185228 10243 53380 17962 41159 3661 1841 18085 14155 499 9065 13670 5056 229 1794 412 11670 438
internal_value=0 0.0131189 0.0320289 -0.000482918 -0.00307854 -0.00144996 0.000593823 -0.00121888 7.14399e-05 -0.0158553 -0.0108375 -0.01388 0.014061 0.00192738 0.0112407 0 0.0289792 0.000868132 -0.000401495 0.000126537 0.00402056 -0.00175646 0.0462637 -0.020899 0.00199344 0.00716833 -0.0136689 0.0112635 -0.0106261 0.0121341 0.0618584 0 -0.0205067 0.01931 -0.0203428 0.0148138 0.0631316 0.0641887 -0.0218793
internal_weight=0 75.037 50.7642 3950.88 1955.93 1795.14 1469.75 1308.21 1240.88 160.797 325.384 279.933 161.543 1994.95 147.214 111.585 35.6288 1847.73 1530.51 1455.25 515.164 940.09 33.7591 67.3295 45.4516 317.221 58.4276 25.5791 75.2593 53.1578 20.6108 31.5201 147.329 130.023 167.06 48.1886 20.216 19.2874 135.091
internal_count=2864230 61798 37006 2802432 1547853 1350369 1015993 856119 793794 197484 334376 295042 159874 1254579 63979 46910 17069 1190600 831783 805551 453643 351908 22942 62325 39334 358817 26108 21372 26232 20802 12699 27868 180474 132006 186893 15949 12200 11788 166804
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 8768224 777 263 1602177 2 10552324 2 10486854 1 817809 12615758 6 2 106 2121738 1 1 1
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=40
num_cat=25
split_feature=2 3 0 2 1 1 9 4 2 1 2 0 0 3 2 1 3 9 3 3 9 2 7 1 0 7 2 0 3 11 3 1 2 7 2 2 3 0 2
split_gain=1.72219 1.97773 5.75699 4.5677 4.09971 3.07307 3.28557 2.99943 4.88011 4.47225 3.77859 2.66473 2.44658 2.0826 1.78359 4.36899 1.52604 1.47083 1.93621 1.44317 1.31976 2.28497 1.22838 3.41156 1.50308 1.12079 1.11062 1.06589 1.03699 1.01295 0.935105 0.927239 0.83786 0.798996 0.699887 0.652809 0.634825 0.568078 0.517978
threshold=0 2.5000000000000004 7.5000000000000009 1 2 3 4 5 6 7 8 15.500000000000002 1.5000000000000002 1.5000000000000002 9 10 12.500000000000002 11 7.5000000000000009 1.0000000180025095e-35 12 13 14 15 8.5000000000000018 16 17 8.5000000000000018 1.0000000180025095e-35 18 9.5000000000000018 19 20 21 22 23 6.5000000000000009 10.500000000000002 24
decision_type=9 2 2 9 1 1 1 1 9 1 9 2 2 2 9 1 2 1 2 2 1 9 1 1 2 1 9 2 2 9 2 1 9 1 9 9 2 2 9
left_child=28 7 3 4 17 20 -7 8 27 25 13 30 -12 -11 15 26 -8 18 -3 -17 21 -5 24 -24 -16 29 -10 31 -1 35 38 -2 -6 -33 -22 -9 -34 -14 -4
right_child=1 2 11 5 32 6 16 9 14 10 12 -13 37 -15 22 19 -18 -19 -20 -21 34 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 33 36 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0.024811638783224441 0 -0.0041737030693175846 0.0067479213057225623 0.0077948556877362732 -0.021772843594720006 0 0.0032156022563830339 0 -0.017830066749961973 0 0.013084088758882643 0.033140325474064071 7.2077833132734142e-05 0.022167023974541004 0.0011766851750176074 0 0 0.0025684354871585297 0.0018476822867905416 0.021195060249932479 0.014330271018106383 -0.0072966079197978977 -0.0085384831179785171 0 -0.010560813159764258 0 -0.022020061289057632 0 0 -0.022872466955774936 -0.0080392904743793788 0 -0.012022009726598382 -0.028263204344562195 0.0021145706801552057 0 0.039708552111959894
leaf_weight=32.984872997469211 25.971211824944476 151.69652601085545 4.7036382202350069 20.518791140013491 27.436305601484491 21.221349760533485 173.17921023386589 0.50223375936911907 37.487204552569892 6.6465624601551125 62.461208405569778 10.118600313115165 20.381710514804585 21.819492204173002 2000.2975234956466 127.12018792438903 2.615221808810019 81.40267042000778 14.467681481153702 113.28767858920037 9.0901588195556524 44.136754684215703 153.64730860672717 67.531414721510373 188.47220516100788 5.5467963280680115 94.136209392418095 8.4467955966538266 30.269471144903946 0.19784164025622786 0.99346019417862308 121.64386098992691 161.0869084004953 12.534241394270792 20.22871141128417 97.964028640046308 16.978474260977237 2.6363713275932232 32.894596882673795
leaf_count=40778 24949 147658 5713 19451 29141 20632 172752 856 31214 6683 68272 8116 16243 25001 1080592 117104 2346 83449 15220 101026 9167 41263 44056 39676 79348 5833 85924 8870 73197 195 783 131960 152519 13452 18702 104633 17548 1708 20152
internal_value=0 0.000222796 0.00465184 0.0014442 0.00776518 -0.00728381 -0.0139577 -0.000824037 0 -0.0113851 0.00129284 0.0306122 -0.00759885 0.0212152 0.00115338 0.00724094 -0.018932 0.0156853 0.020661 0.0148031 0.00445853 0.0117595 0 0.00672988 -0.00063958 -0.0230518 -0.0050542 -0.0146953 -0.0128418 -0.0269644 0.0382601 -0.017461 -0.00155522 -0.0196489 -0.00480918 -0.0284086 -0.00521341 0.00745202 0.040295
internal_weight=0 3961.5 792.769 744.059 453.069 290.99 197.016 3168.73 2950.58 218.156 113.945 48.7103 85.4793 28.4661 2781.98 372.031 175.794 247.567 166.164 240.408 93.9744 64.6555 2409.95 221.179 2188.77 104.211 131.623 168.596 63.2543 98.6641 38.5917 160.149 205.502 134.178 29.3189 98.4663 178.065 23.0181 37.5982
internal_count=2866182 2752207 764612 729848 445535 284313 195730 1987595 1758171 229424 117907 34764 86223 31684 1578940 335268 175098 246327 162878 218130 88583 60714 1243672 83732 1159940 111517 117138 179231 113975 105684 26648 170361 199208 145412 27869 105489 170067 17951 25865
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=1064961 109258 217 549 4 2 4240008 225 6844 11010324 19 1 1 2621460 1 30 1 2097156 1 272 66056 1 524340 4194304 6815768
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=40
num_cat=21
split_feature=8 2 1 1 2 3 2 2 3 5 0 9 0 0 2 3 7 2 0 2 0 2 3 6 0 2 3 9 0 6 0 0 3 0 12 1 3 2 3
split_gain=1.63529 8.83731 4.86201 2.05277 2.94918 2.12112 4.90408 3.64609 2.94057 2.39024 2.29155 2.32582 1.7032 1.61819 1.56772 2.8879 1.41586 2.33208 1.3092 1.20796 1.1371 1.13385 0.986653 0.970814 0.893051 1.05541 0.962912 0.821577 0.547705 0.477372 0.476106 0.445108 0.430026 0.424334 0.419873 0.366235 0.63116 0.313525 0.305437
threshold=0 1 2 3 4 1.0000000180025095e-35 5 6 2.5000000000000004 7 22.500000000000004 8 5.5000000000000009 1.0000000180025095e-35 9 3.5000000000000004 10 11 7.5000000000000009 12 10.500000000000002 13 8.5000000000000018 14 14.500000000000002 15 1.5000000000000002 16 18.500000000000004 17 38.500000000000007 21.500000000000004 1.0000000180025095e-35 29.500000000000004 18 19 1.0000000180025095e-35 20 7.5000000000000009
decision_type=1 9 1 1 9 2 9 9 2 1 2 1 2 2 9 2 1 9 2 9 2 9 2 1 2 9 2 1 2 1 2 2 2 2 1 1 2 9 2
left_child=3 2 -2 14 27 6 13 9 12 19 11 -8 -9 -6 15 18 24 28 35 -7 -10 -11 -17 -4 25 26 -16 -5 29 -18 -12 34 -27 -20 -29 -1 -37 -26 -39
right_child=1 -3 23 4 5 7 10 8 20 21 30 -13 -14 -15 16 22 17 -19 33 -21 -22 -23 -24 -25 37 32 -28 31 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40
leaf_value=0.003955041832308639 -0.0034099447358508167 -0.018354601233264777 0.05751120869576986 0 0 0.016591569917134574 0.0063513747556584567 -0.0072896354091799816 -0.0025337034814411313 0.0037719217768117466 0.022756098909644844 -0.0056543552092646731 -0.025127419704197212 0.025078659366710013 -0.00036832136374286635 0.024599507911152816 0.019673558682281413 -0.007255341218955093 0.018880190838812698 0 0.015377520200440373 -0.012540456594794726 0 0 0 0 0.0059039351291691761 -0.025481705814553102 0 0 0 0 -0.011262627737846496 0 0 2.2847381733104453e-05 -0.0079690290442068004 -0.018456368420098037 0
leaf_weight=60.988997113003279 16.891519623663044 23.668478043240611 22.000408943727962 29.874891840940109 54.997435618934105 106.62156733537995 156.02458987577847 314.89960970848188 273.50644078980986 21.665553014085162 13.75389589436236 641.65630820208025 97.984313516208204 80.280317643992021 988.5008447538421 70.2867235900776 87.813283407220297 26.820949933957309 20.452705149684338 26.8151998907706 9.847180315962758 45.744366623621318 5.4807253402541383 13.313739267672643 2.3269203602103516 82.242454731123871 268.68342697155458 70.631688628189295 1.6064461888745416 37.643050717451843 2.8031947636336545 1.2234960263303936 83.786731068292283 1.1078396781813342 0.18523815538355748 132.89077338606148 103.59973310912028 23.611432234523825 0.14572433673310925
leaf_count=57938 14161 24508 12943 39333 50440 116365 88469 286969 268692 23569 3191 341712 76245 74784 341588 67729 23500 31056 20052 28148 7174 46411 6056 10390 2460 76615 253560 98960 431 11931 2396 1205 94725 1117 228 145214 103640 10209 76
internal_value=0 0.0122134 0.0299515 -0.000375256 -0.00271765 -0.00143693 0.00160093 -0.0049392 -0.00840266 0.00542793 -0.0012836 -0.00279009 -0.0136155 0.016914 0.00177228 0.00712646 0.000129772 0.00854591 0.00137578 0.0131548 0 -0.00557105 0.0219202 0.0432281 -0.000715349 -1.45384e-05 0.000838949 -0.0168634 0.0141041 0.0162055 0.0196061 -0.0214671 -0.00684077 0.016325 -0.0246268 -0.000187868 -0.00275213 -0.0131425 -0.0141815
internal_weight=0 75.8741 52.2057 3946.5 1948.52 1846.6 949.516 897.084 696.238 200.847 814.238 797.681 412.884 135.278 1997.99 394.807 1603.18 153.884 319.04 133.437 283.354 67.4099 75.7674 35.3141 1449.3 1423.21 1257.18 101.915 127.063 125.456 16.5571 72.0404 166.029 21.5605 70.8169 297.48 236.491 26.0841 23.7572
internal_count=2864190 62002 37494 2802188 1554291 1414565 560992 853573 639080 214493 435768 430181 363214 125224 1247897 401746 846151 66918 327961 144513 275866 69980 73785 23333 779233 766488 595148 139726 35862 35431 5587 100393 171340 21169 99188 306792 248854 12745 10285
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=1 8768224 777 263 1602049 10552590 4262048 2 2 799639 1 10567744 2080 4259968 2 4230216 6 2 1 256 10485760
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=34
num_cat=22
split_feature=11 2 12 0 1 3 2 2 9 9 0 3 2 1 1 1 3 3 2 3 2 1 0 3 7 7 3 9 1 0 1 12 2
split_gain=1.62184 1.4145 1.61053 1.41793 3.40995 4.81896 5.42999 4.37721 2.05911 1.72104 1.5384 1.17542 0.985882 3.3926 2.46278 0.946772 0.936518 0.86089 0.765618 0.755157 0.585075 0.526035 0.406513 0.395662 0.21085 0.20796 0.549907 0.102085 0.0710328 0.0607606 0.030551 0.0196347 0.0103449
threshold=0 1 2 3.5000000000000004 3 1.0000000180025095e-35 4 5 6 7 24.500000000000004 1.0000000180025095e-35 8 9 10 11 1.0000000180025095e-35 9.5000000000000018 12 6.5000000000000009 13 14 13.500000000000002 1.5000000000000002 15 16 1.0000000180025095e-35 17 18 3.5000000000000004 19 20 21
decision_type=9 9 1 2 1 2 9 9 1 1 2 2 9 1 1 1 2 2 9 2 9 1 2 2 1 1 2 1 1 2 1 1 9
left_child=1 16 3 9 7 8 -7 10 -6 15 -5 28 13 -11 -14 20 27 24 -17 22 -3 -18 25 -9 -13 26 -2 30 29 32 -1 -28 -4
right_child=19 2 11 4 5 6 -8 23 -10 12 -12 17 14 -15 -16 18 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 31 -29 -30 -31 -32 -33 -34
leaf_value=0.0050626827742042829 0 0.0084003967165026464 0.0062974434984231151 0.035551432779518027 0.011892214370982535 -0.022539397310826582 0.00081692849854150113 -0.0044402835495417955 -0.0010877938450265425 0.0052780786220858258 0 -0.026777792609387507 -0.0027091397317611818 -0.0083866736810450076 0.0037879041940315997 0 0 0 -0.023668015297917878 0 -0.0064065655120522386 -0.021298393707693288 0 0.0057751112858927022 0 0 0.029409963159471992 -0.0023908819104004131 0 0 0 0 0
leaf_weight=3.7829557335135178 7.883563140465415 16.190563508222112 1.3923629818600602 63.633271897495433 280.88902500347467 112.2273355797879 223.96839054622251 65.487262935290346 132.38181537072523 226.80032750897954 5.359821483551058 23.251452106553185 981.82554130348581 457.58281526236533 1259.0754345218156 6.9709475375857437 1.8960628269414883 0.25024080130970006 34.586523359583225 1.7830674477154378 5.9401620418648262 27.341156907474218 0.81064332908135739 32.184724359060056 0.68981796066510526 2.1574699329794482 10.918850548579925 26.58935432992439 3.2129882826411658 0.47817887383280311 2.4950891065673204 0.029139747319288811 0.39536584180314105
leaf_count=4066 2970 7577 1922 64806 85614 113499 140499 23827 48754 248216 7695 21747 635756 447306 821532 7312 2326 277 29363 1731 6043 70850 265 18679 852 1067 7607 33503 4095 743 3329 32 409
internal_value=0 -0.000232394 0 0.000315986 0.00374236 0.000143256 -0.0079615 0.015134 0.0075091 -0.000661592 0.0292912 -0.0162271 -0.000105341 -0.00340272 0.000812181 -0.013357 -0.0118602 -0.0225132 -0.0191603 0.0172806 0 -0.020661 0.0213233 0 -0.025861 0.0232731 0.0246608 0 0 0.00409953 0.0037194 0.0293178 0.006956
internal_weight=0 3996.88 3934.77 3905.1 916.132 749.467 336.196 166.665 413.271 2988.97 68.9931 29.6704 2925.28 684.383 2240.9 63.6882 62.1046 24.1915 41.5575 23.5827 22.1307 29.2372 21.7997 97.672 23.9413 20.989 18.8316 32.8674 5.4789 2.26591 6.27804 10.948 1.78773
internal_count=2864269 2850597 2736523 2706478 503373 388366 253998 115007 134368 2203105 72501 30045 2152810 695522 1457288 50295 114074 22876 36675 13672 13620 73176 11941 42506 22599 11676 10609 40898 7169 3074 7395 7639 2331
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 1064961 1 65 11011354 9241662 1 8 23070762 19 83 12 2140192 8389080 3 1 1 10 210 6 1 96
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=37
num_cat=22
split_feature=11 2 3 2 12 0 2 3 2 2 1 1 3 1 9 1 3 3 5 4 0 2 0 0 1 7 7 3 3 9 0 1 0 1 3 12
split_gain=1.49814 1.24029 1.49753 2.96364 1.60087 1.72862 4.14669 2.90522 5.20417 3.47213 2.33012 2.17294 1.22791 1.10153 0.966993 1.1146 0.862005 0.714212 0.536465 0.444236 0.385431 0.343212 0.260087 0.244363 0.2012 0.196255 0.192165 0.519568 0.166729 0.0959879 0.0751417 0.0663702 0.0590263 0.0351351 0.0155803 0.0144286
threshold=0 1 5.5000000000000009 2 3 1.0000000180025095e-35 4 1.5000000000000002 5 6 7 8 1.0000000180025095e-35 9 10 11 1.0000000180025095e-35 6.5000000000000009 12 13 13.500000000000002 14 54.500000000000007 19.500000000000004 15 16 17 1.0000000180025095e-35 3.5000000000000004 18 14.500000000000002 19 3.5000000000000004 20 36.000000000000007 21
decision_type=9 9 2 9 1 2 9 2 9 9 1 1 2 1 1 1 2 2 1 1 2 9 2 2 1 1 1 2 2 1 2 1 2 1 2 1
left_child=1 16 4 13 5 6 10 9 -9 -7 -3 -8 31 30 15 21 29 20 -17 -18 26 -5 24 34 -16 28 27 -2 -14 33 -4 32 -6 -1 -15 -29
right_child=17 2 3 14 12 7 11 8 -10 -11 -12 -13 25 23 22 18 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 35 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0049611879190827757 0 -0.00060297181484820583 -0.0045278518309766506 0 0.0067696206939222708 0.011662068972830409 0.0035624608053573081 0.017882176299951077 0 -0.0022388927419484277 -0.018963197997360518 -0.0055499828842250605 -0.025587113318800425 0.02691260924614914 0 -0.011297179360817301 -0.023939991223814461 0 0 0 0 0.015052223123780198 0 0 -0.015268245683890411 0 0 0.028265502541127391 0 -0.0023027610765336284 0 0 0 0 0 0
leaf_weight=5.7305875968668261 7.9041058391740107 169.21383629082266 6.6519125260965666 2.707315615407424 1.8431965403433426 160.49850077659357 697.45932017139421 228.80873569584946 406.61275079182815 1539.9923744892003 177.13342709122662 361.8798137430058 19.714890750459745 63.646707153995521 3.8691977446142118 22.975972557629575 17.329894353639247 1.7660610056482244 11.000307390437227 10.080422022932909 0.80291389251942646 30.386061130928283 0.088941462890942513 0.40428378302021784 26.077780265157351 0.67104728458799101 2.1513564845081516 11.281765937979785 1.9038437008566678 26.529311281054106 0.12238018488278601 3.183367018238644 0.47939413716085244 0.59175953100202594 0.025507165992165848 0.022381750517536214
leaf_count=6709 2980 168928 7015 3085 2358 163382 475271 246375 320045 679851 170962 324139 17533 57974 4101 21524 45209 1725 10311 26818 262 31027 94 341 24822 822 1067 7849 2370 33579 62 4087 744 746 28 28
internal_value=0 -0.000253033 0 0.00850566 -0.000414854 -7.83587e-05 -0.00288848 0.00150108 0.00713926 -0.000519625 -0.0117606 8.80018e-05 -0.0169676 0.0198369 -0.00156949 0.0027058 -0.0112373 0.0165233 -0.00404048 -0.0198774 0.020474 0.0121572 -0.0114926 0.0238015 -0.0149465 -0.0235169 0.0223782 0.0237008 -0.0244592 0 0 0 0.00396005 0.0036202 0.026878 0.028196
internal_weight=0 3997.61 3937.35 167.956 3769.39 3741.6 1405.69 2335.91 635.421 1700.49 346.347 1059.34 27.7957 70.8508 97.1056 67.0697 60.262 23.9286 33.9763 27.4103 22.1625 33.0934 30.0359 64.0765 29.947 22.2898 21.3596 19.2083 21.6187 32.8517 6.77429 5.50596 2.32259 6.32235 63.6722 11.3041
internal_count=2864223 2850312 2737251 160384 2576867 2548953 1139300 1409653 566420 843233 339890 799410 27914 65420 94964 65947 113061 13911 31835 72027 12186 34112 29017 58343 28923 20725 11924 10857 19903 41034 7077 7189 3102 7455 58002 7877
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 1064960 8757956 1 6622112 4270762 7143684 913 301 520 9 101 2 2 4718608 18 1 1 10 210 14 1
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=40
num_cat=24
split_feature=11 1 2 2 3 3 7 9 6 1 9 9 2 2 0 3 3 1 0 0 0 3 6 9 2 9 2 2 3 1 2 1 3 0 0 0 7 9 0
split_gain=1.41222 1.25434 2.57201 1.72071 3.74767 2.31741 1.52617 1.91979 1.74757 1.80712 1.40148 1.27083 1.64874 1.00397 1.31149 2.15606 1.05553 1.05134 1.02763 0.90303 0.820057 0.742532 0.72821 0.989619 1.13279 0.75759 2.50355 1.61409 0.704354 0.672498 0.956026 0.599884 0.453919 0.38438 0.337916 0.314398 0.294355 0.262376 0.200932
threshold=0 1 2 3 2.5000000000000004 1.0000000180025095e-35 4 5 6 7 8 9 10 11 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 12 2.5000000000000004 7.5000000000000009 23.500000000000004 7.5000000000000009 13 14 15 16 17 18 6.5000000000000009 19 20 21 4.5000000000000009 13.500000000000002 18.500000000000004 1.0000000180025095e-35 22 23 3.5000000000000004
decision_type=9 1 9 9 2 2 1 1 1 1 1 1 9 9 2 2 2 1 2 2 2 2 1 1 9 1 9 9 2 1 9 1 2 2 2 2 1 1 2
left_child=1 3 32 4 5 31 22 8 9 -8 34 12 -4 16 17 -16 19 -15 -18 -13 21 -14 25 -24 -25 26 -5 -27 33 30 -9 37 -3 -2 36 -31 -6 -1 -33
right_child=28 2 11 6 10 -7 7 29 -10 -11 -12 13 20 14 15 -17 18 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 35 -32 38 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.013231935254419841 0.021923749014759089 -0.022246312462682299 0.0032648515378900993 0.014269008895894275 0.031728706529190458 -0.0087002659445790231 0.02839728245107628 0.011527439335013002 0 -0.00010385380087883669 0 -0.0029899608419064112 -0.027082905992617447 -0.0031646983035970482 0.025595263022253741 -0.002039483532237046 -0.0038300109959360988 0.0019186539668368211 0.0093480807795553351 -0.01987786041091133 0 0 -0.00022092957316428047 0.001696069908620869 -0.015169734555737486 0.019380738031123293 -0.0038596544737358645 0 0 0 -0.0054366110621597852 0.0024247347788519964 0 0 0 -0.01503373474659543 0 0 -0.0061106458962032484
leaf_weight=92.39469175117847 21.548711543728139 49.732533482347208 11.318476645566987 44.862403017657925 58.007525674660428 103.52487704775194 47.539814534829929 24.352889995352598 29.105061230642605 12.976730113732627 7.9857545294216825 214.22796521373675 41.151400975897559 593.85272274725867 23.784843415196519 15.905915678158633 125.94202446807321 1091.4696134155165 61.41838317346992 38.620029342644557 2.5496453256346276 0.65855735278455441 335.04873704491183 13.095657081386888 96.185164727023221 21.974274240667 536.96404437880847 181.70651072618784 1.7937673600681581 6.2333921026875059 9.6971821343468019 48.080834764739848 9.9581339825599553 0.82051510104793024 0.48814632979337957 19.117093436303549 4.7329774862155309 10.952089634243746 11.517297825485
leaf_count=107110 11962 82950 12237 52947 62448 109268 14236 5951 13553 6995 9352 209273 30277 391211 7121 13061 117255 878078 68228 45371 2032 688 167425 11750 48729 22456 178848 67417 1737 3146 11215 52495 14743 268 469 5012 4998 12589 9384
internal_value=0 -0.000240349 -0.00182714 0.00169203 0.00767794 0.000437021 0 0.00868885 0.015796 0.0240883 0.0244064 -0.000959923 -0.0123469 -0.000312425 0.000650397 0.0141054 -0.00444999 0 0 -0.0084648 -0.0195457 -0.0249671 -0.0011773 -0.00434023 -0.0112261 0.000337813 -0.00115141 0.00529984 0.0160138 -0.00193168 0.00231789 0.00824725 -0.0177524 0.019993 0.0268293 -0.0101552 0.0303907 0.0115499 0
internal_weight=0 3997.13 2280.59 1716.54 337.684 266.47 1378.86 149.022 89.6216 60.5165 71.2144 2220.9 55.6781 2165.22 1725.01 39.6908 440.208 1685.32 187.36 252.848 44.3596 41.81 1229.84 444.33 109.281 785.507 581.826 203.681 24.163 59.4006 34.0501 162.945 59.6907 22.3692 63.2286 25.3505 62.7405 103.347 59.5981
internal_count=2864285 2850318 1872525 977793 368113 290846 609680 60108 34784 21231 77267 1774832 45234 1729598 1289471 20182 440127 1269289 185483 254644 32997 30965 549572 227904 60479 321668 231795 89873 13967 25324 17166 181578 97693 12230 67915 8158 67446 119699 61879
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 7 1077249 8715783 1 9 2 6 3 8 8390688 11012610 72 2 1 2621696 1 65576 2687120 3 192 3 1 3
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=40
num_cat=24
split_feature=8 2 1 1 2 4 2 5 1 2 0 3 0 2 9 2 9 11 0 1 0 0 0 6 3 3 0 2 7 12 2 1 3 7 0 3 1 0 3
split_gain=1.28931 7.76789 4.55413 1.54358 2.33899 3.01919 3.17643 3.17303 3.13061 3.24024 1.91179 1.81011 1.66926 1.55349 1.91385 1.3836 1.06738 0.907621 0.87295 4.16463 2.22428 1.44729 0.83345 0.806791 0.706169 0.644948 0.62995 0.821319 0.594121 0.582187 0.540982 1.46403 0.83549 0.453517 0.417442 0.357949 0.338084 0.309187 0.490591
threshold=0 1 2 3 4 5 6 7 8 9 22.500000000000004 5.5000000000000009 6.5000000000000009 10 11 12 13 14 7.5000000000000009 15 10.500000000000002 21.500000000000004 16.500000000000004 16 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 17 18 19 20 21 1.0000000180025095e-35 22 6.5000000000000009 4.5000000000000009 23 12.500000000000002 1.0000000180025095e-35
decision_type=1 9 1 1 9 1 9 1 1 9 2 2 2 9 1 9 1 9 2 1 2 2 2 1 2 2 2 9 1 1 9 1 2 1 2 2 1 2 2
left_child=3 2 -2 15 11 6 12 10 13 -10 -8 34 35 14 -7 28 -15 -11 26 21 25 -20 -14 29 -9 -21 30 -28 -1 37 32 -32 -17 -22 -5 -6 -13 38 -4
right_child=1 -3 23 4 5 8 7 24 9 17 -12 36 22 16 -16 18 -18 -19 19 20 33 -23 -24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.014616662039055983 -0.0036954701766113542 -0.017682158256568891 0 -0.018788615507605886 0.018553032748762282 0.019859611617155559 -0.00028146928008394525 0 0.00021136208899095641 -0.02661950221142409 0.01844373937502896 0 -0.011552568129136919 0.0045688630659480312 -0.0029124300268364733 -8.4277460384135389e-05 -0.011763652068681865 0 0.033815972031488499 0.013354868561047365 -0.017356263378026912 0 0.0064925301557682436 0 -0.021385761426218786 0 0.0026585693075258676 -0.011020590810498498 0 0 0.002617196691820377 -0.010285352552517455 0.0046343816435289887 0 0 0 0.0089548526553546188 0 0.056263176095315781
leaf_weight=87.753042219781491 17.059643160246196 23.149006650666706 0.34199466794962674 128.81010400949526 125.98296362227848 40.068683689496538 1213.6201913673794 10.229709742292469 55.787042460797238 129.36167799850227 26.258767734456342 3.8324599278275855 19.718987596934316 9.7258153274233337 23.844967917044414 957.82944567211234 60.850304270097695 0.29701630190538608 33.164295607624808 30.286246964067686 48.012755446397932 3.6977202661801121 10.363521120641961 13.463949359720571 56.486499267834006 21.974385731184157 9.6691128148668195 73.581513684912352 8.6239597629173641 0.42841606168076651 116.81765053154231 118.23075670898106 486.14189267289476 7.0540078713092944 11.920206492708529 4.5716040227271142 9.5575511033530329 1.0015371704648703 21.774058781651547
leaf_count=93378 14166 23430 118 165927 126640 39838 785652 9101 54809 138182 15118 6238 17713 9901 23030 384540 62399 257 11707 5999 21075 4552 8776 10534 54713 12669 10625 24266 9048 509 120526 111869 442760 2171 13659 4976 10733 416 12114
internal_value=0 0.0107938 0.0273617 -0.000317866 -0.00236388 -0.00102212 0.000760754 -0.000805852 -0.0094492 -0.0166409 0.000305211 -0.0129607 0.0125808 0.00083106 0.010626 0.00152743 -0.0059613 -0.0240003 0.000648315 0.00740513 -0.00254694 0.025567 -0.000205062 0.0400567 -0.0183293 0.00723229 0 -0.00723781 0.0114269 0.0529405 0.000463254 -0.00333409 0.00135363 -0.0149314 -0.0174332 0.0176669 0.00369731 0.0541748 0.0552326
internal_weight=0 77.2186 54.0696 3944.12 1941.29 1787.17 1467.23 1306.6 319.936 185.446 1239.88 154.12 160.637 134.49 63.9137 2002.84 70.5761 129.659 1906.46 144.189 107.327 36.862 30.0825 37.01 66.7162 52.2606 1762.27 83.2506 96.377 23.546 1679.02 235.048 1443.97 55.0668 140.73 130.555 13.39 23.1176 22.1161
internal_count=2864134 61287 37857 2802847 1547662 1351105 1022689 864584 328416 193248 800770 196557 158105 135168 62868 1255185 72300 138439 1152759 58173 41914 16259 26489 23691 63814 18668 1094586 34891 102426 13157 1059695 232395 827300 23246 179586 131616 16971 12648 12232
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 8768224 777 263 1602177 2 10486788 2 656 4194602 2424920 1 537221 12 1 1 2 278584 1 1 281944 3 1 520
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=40
num_cat=24
split_feature=8 2 1 1 2 4 2 0 5 1 2 0 9 4 2 9 0 1 0 0 2 9 3 11 3 0 3 0 3 2 1 2 5 2 0 0 3 3 1
split_gain=1.15792 7.20127 4.21306 1.16826 2.10263 2.24341 2.7743 3.06904 2.72147 2.67654 2.9001 2.48124 2.05027 1.8161 1.32662 1.73352 1.25883 3.04831 2.06009 1.35927 1.31154 0.996486 0.870849 0.829743 0.754156 0.751528 0.737817 0.677354 0.716158 2.71286 2.06874 0.628295 0.615179 0.605032 0.516802 0.46523 0.433945 0.343813 0.802392
threshold=0 1 2 3 4 5 6 5.5000000000000009 7 8 9 17.500000000000004 10 11 12 13 7.5000000000000009 14 10.500000000000002 21.500000000000004 15 16 1.0000000180025095e-35 17 4.5000000000000009 12.500000000000002 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 18 19 20 21 22 6.5000000000000009 16.500000000000004 1.0000000180025095e-35 5.5000000000000009 23
decision_type=1 9 1 1 9 1 9 2 1 1 9 2 1 1 9 1 2 1 2 2 9 1 2 9 2 2 2 2 2 9 1 9 1 9 2 2 2 2 1
left_child=3 2 -2 16 13 6 7 12 11 14 -11 -8 -6 32 15 -7 20 19 31 -18 24 -16 -10 -12 34 -4 -20 28 30 -30 -22 -19 -5 -29 -1 -9 -35 38 -15
right_child=1 -3 25 4 5 9 8 35 22 10 23 -13 -14 37 21 -17 17 18 26 -21 27 -23 -24 -25 -26 -27 -28 33 29 -31 -32 -33 -34 36 -36 -37 -38 -39 -40
leaf_value=0.011686654682858216 -0.0035090718912558967 -0.01717394848396726 0.045554903202998424 -0.022266735735969313 0.028573505558637004 0.016877105971899592 -0.00029607979823329704 -0.010706916878675357 0 0.00053652484744612101 -0.024634164762283736 0.018530525483463189 0 0.0039560432221699441 0.0047494612180818841 -0.0057818887428062868 0.032121336516678881 0 -0.0156636984804376 0 0.0035568145869748339 -0.010946028285565748 -0.020355143963834942 0 -0.00062252951819200062 0 0 0.00049756367535095931 0.0065758805281249805 -0.0081250194074407173 -0.0051369005859043509 0.012777289680619631 0 0 0 0 -0.0176080607039962 0.0082092868844709007 -0.010402175329489352
leaf_weight=163.32484935974207 16.949812106366153 22.762256795729627 36.54188065843482 79.323899340350181 58.741142677652533 56.647632800697465 1253.0824780790645 18.128620467861769 10.624378400207204 55.477296875033062 125.16798105037742 42.921468819025904 18.77728898384521 15.789552481906867 9.6400709523441037 7.7567724159162017 34.706486267241416 6.9500710604188498 51.115580072393641 3.7022548397944766 396.22348727129429 59.924757617853174 56.623163826057862 0.31352640608383708 17.283057148539228 1.4978658065083426 5.6924567553651277 8.747118891173157 461.13908882503893 116.6443105763974 621.19961880841583 47.959320990557899 13.997054016421314 39.632183817448094 2.2139488239481571 9.0565035194740613 30.463894292392069 10.657642490506985 32.537251124602335
leaf_count=194663 14144 23250 22997 102573 61734 56263 830856 14961 9529 54501 134941 22943 20239 25612 9731 7548 12280 6723 21939 4581 110001 61950 55720 266 25019 751 3670 9567 395941 116129 319966 14277 18078 6387 2403 7366 14915 12438 37298
internal_value=0 0.010236 0.0261168 -0.000269989 -0.00206287 -0.000790058 0.00071125 0.0139589 -0.000466401 -0.00813389 -0.0149467 0.000506317 0.0236454 -0.0121388 0.00113234 0.010105 0.00132003 0.00939705 0 0.0243235 0.000375991 -0.00509302 -0.0167187 -0.0220799 0.00766674 0.0381941 -0.0120112 -0.000407731 0 0.00283439 -0.001475 0.00975333 -0.0197395 -0.00805391 0.0104212 -0.00388941 -0.0109075 0 -0.00298543
internal_weight=0 77.7518 54.9896 3942.19 1935.19 1782.88 1467.96 104.704 1363.25 314.928 180.959 1296 77.5184 152.305 133.969 64.4044 2007 150.126 111.717 38.4087 1856.87 69.5648 67.2475 125.482 182.822 38.0397 56.808 1674.05 1595.21 577.783 1017.42 54.9094 93.321 78.8432 165.539 27.1851 70.0961 58.9844 48.3268
internal_count=2864150 61142 37892 2803008 1544547 1348548 1023348 104300 919048 325200 189708 853799 81973 195999 135492 63811 1258461 63470 46609 16861 1194991 71681 65249 135207 222085 23748 25609 972906 942037 512070 429967 21000 120651 30869 197066 22327 21302 75348 62910
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 8768224 777 263 1602177 2 8389636 2 656 4194602 5 2 2424920 3 1 555649 12 1 12616026 4 3237898 2 262200 8
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=39
num_cat=27
split_feature=11 12 3 2 3 6 2 0 2 6 3 2 2 1 2 1 1 3 3 3 1 0 8 3 4 9 7 7 3 1 0 1 1 2 12 7 1 7
split_gain=1.18849 0.961947 1.33389 1.22402 1.19055 1.99942 1.84403 1.36883 3.45552 2.45525 2.2073 4.23082 2.82307 1.90854 1.3194 1.0723 0.903617 0.799737 0.696555 0.659596 0.415525 0.355763 0.33293 0.297743 0.236692 0.314585 0.207364 0.201661 0.528672 0.107182 0.06854 0.0659007 0.0332939 0.0154926 0.0153612 0.0131938 0.00563925 0.00302582
threshold=0 1 1.0000000180025095e-35 2 5.5000000000000009 3 4 1.0000000180025095e-35 5 6 1.5000000000000002 7 8 9 10 11 12 9.5000000000000018 2.5000000000000004 6.5000000000000009 13 13.500000000000002 14 15.500000000000002 15 16 17 18 1.0000000180025095e-35 19 3.5000000000000004 20 21 22 23 24 25 26
decision_type=9 1 2 9 2 1 9 2 9 1 2 9 9 1 9 1 1 2 2 2 1 2 1 2 1 1 1 1 2 1 2 1 1 9 1 1 1 1
left_child=1 3 30 18 7 6 29 8 13 -10 12 -12 -9 -5 20 -8 -16 26 24 21 -7 27 23 -20 25 32 -4 28 -2 -6 31 33 -1 35 -30 -3 -26 -27
right_child=19 2 17 4 5 14 15 10 9 -11 11 -13 -14 -15 16 -17 -18 -19 22 -21 -22 -23 -24 -25 36 37 -28 -29 34 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.0027267660032141154 0 0.0092765340991775493 -0.025207849798591919 -0.0050056505305559225 0 0 0 0.0087344050870303645 -0.0015664313860817812 -0.018162312986646927 0.015891410911227359 0 -0.0022495731487938756 0.0038557310531525148 0 0.027752737193952406 -0.016190488425341942 0 -0.022877924964271167 0 0.012952881223054061 0 0 0 0.0050839470163213975 -0.0093231556681211691 0 0 0.026468762553409547 -0.004825238725663504 0 0 0 0 0 0 0 0
leaf_weight=4.7784502856811741 8.048833316483071 2.0276006366912038 22.134525914967522 323.80573962661583 4.3703212225809693 5.0900449072651099 30.528902078382089 233.92483645107131 247.26070784028707 177.68041816837649 230.83276941416261 407.31149562420615 1463.4488496226404 650.1337749978411 17.166437591353315 45.24041799857514 35.128705372342665 0.2551028715679412 20.56547577961101 1.8328100110520598 13.112911264237484 0.81953327858354796 0.21670306543819862 0.36946225323481385 3.7740377738991802 29.548936069186311 0.66223124743556638 2.2218294629419786 11.863153204132674 15.675890642014567 1.1185561066668013 1.8404159303754593 3.5707112711752416 0.45092542978818562 0.025654554250659767 0.068809415068245339 0.31120889334124502 3.1268426188253207
leaf_count=6119 2968 2840 20571 287228 5289 4602 26287 238912 243581 189723 246502 318744 599862 423098 18010 36767 34580 278 48192 1742 12027 262 295 438 9199 45901 826 1086 7999 18834 1741 2069 6001 464 31 74 757 4013
internal_value=0 -0.000203275 -0.0129272 0 0.000270424 0.00787861 0.0159312 -4.80856e-05 -0.00256591 -0.00969212 0.00134658 0.00624852 -0.000399188 0.000532464 -0.00156933 0.0208206 -0.0101469 -0.0208474 -0.0106055 0.0146218 0.00822636 0.0185929 -0.0198521 -0.0214743 0 -0.00426492 -0.0242526 0.0204776 0.0218717 -0.00176516 0.00138007 0.00467953 0 0.00576084 0.0263913 0.00689412 0.00561596 -0.00781424
internal_weight=0 3995.53 28.5582 3966.97 3900.71 166.314 95.8155 3734.4 1398.88 424.941 2335.52 638.144 1697.37 973.94 70.4981 75.7693 52.2951 23.0519 66.2618 24.8118 18.203 22.979 21.1516 20.9349 45.1102 41.0249 22.7968 22.1595 19.9376 20.0462 5.50631 4.38775 8.34916 2.54734 11.8888 2.09641 4.08525 32.6758
internal_count=2867912 2853824 28863 2824961 2704046 156396 87177 2547650 1143630 433304 1404020 565246 838774 710326 69219 63054 52590 21675 120915 14088 16629 12346 48925 48630 71990 62034 21397 12084 10998 24123 7188 5447 12120 3378 8030 2914 9956 49914
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 22036481 2 2623648 8959062 2 76458 2953508 210 8424100 864 65 586 1 2 10 1 1 545 218 6 8929896 1 1 47 1
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=34
num_cat=23
split_feature=11 2 12 0 1 0 3 2 0 2 9 1 3 2 1 1 1 2 3 1 3 0 0 2 2 2 3 7 9 8 2 1 12
split_gain=1.07715 0.843205 1.07915 1.08097 2.25167 3.34015 2.89194 3.56703 2.3247 1.7699 1.7391 1.02137 0.924744 0.910206 2.99429 0.929967 0.823434 0.907549 0.621949 0.474552 0.450597 0.344118 0.334185 0.237404 0.228804 0.220833 0.171681 0.169566 0.0691704 0.0540316 0.0375492 0.0292757 0.0203321
threshold=0 1 2 4.5000000000000009 3 24.500000000000004 1.0000000180025095e-35 4 23.500000000000004 5 6 7 1.0000000180025095e-35 8 9 10 11 12 6.5000000000000009 13 13.500000000000002 13.500000000000002 4.5000000000000009 14 15 16 5.5000000000000009 17 18 19 20 21 22
decision_type=9 9 1 2 1 2 2 9 2 9 1 1 2 9 1 1 1 9 2 1 2 2 2 9 9 9 2 1 1 1 9 1 1
left_child=1 12 3 10 5 9 8 -8 -6 -5 16 22 28 14 -12 -15 24 -18 21 -14 23 25 29 -13 -3 -2 -7 32 31 30 -4 -1 -27
right_child=18 2 11 4 6 26 7 -9 -10 -11 13 20 19 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0049359558661393526 0 0.006138186334519972 0.010025071300282677 0.026363439532998273 0.001215527522734538 -0.01411032236619171 0.0093459883962673466 -0.01451401904994605 0.026448671086634797 0.0023970488254578602 0.0060833793575563065 0 0 0.0035280447448903262 -0.0073261081265905128 -0.00036676627609345195 0 -0.021492916452744482 0 -0.018949666053073445 0 0 -1.4578328165991406e-05 -0.023030617149851787 -0.0026127433424717166 0.024272080671059348 0 0 -0.00085211236632912418 0 0 0 0
leaf_weight=5.7415763070312096 1.4018390924611592 12.727723263495136 2.7162453002674738 72.301265925743792 271.40080587644479 11.902311593235932 43.188134389201878 173.25792573687795 20.320690308668418 112.43352377292467 185.21798709809809 0.35980370044126175 1.9755150012279046 853.96950824567466 496.03342222548963 1596.4776558377271 5.3014101937878877 47.67006972519448 1.8166804704815138 25.389924482111386 0.033420524385291084 0.82955861405935039 4.0037627397250617 19.753358658694207 4.1519818677625162 18.971991295184111 0.38028651144122783 2.0938690814073331 25.556076537824996 0.24607456786907311 0.66582250411738675 0.53133304213406507 0.037410834833297879
leaf_count=6731 1296 8729 3056 68543 76082 14444 44615 107717 6991 60535 187465 392 2446 500680 537204 1050933 6524 34326 1738 70222 34 266 2914 20749 4304 9932 443 960 33493 298 660 705 42
internal_value=0 -0.000157131 0 0.000270951 0.00377627 0.0117997 0 -0.00818741 0.00620809 0.0168861 -0.000436197 -0.0134823 -0.00927399 0 -0.00312922 0.000904962 -0.0128028 -0.0173676 0.0139107 -0.018072 -0.0185462 0.0177964 0.000766447 -0.0241882 0 0.0196788 -0.0125183 0.0192068 0 0.0100215 0.0108331 0.00373091 0.0241772
internal_weight=0 3993.71 3934.51 3906.73 705.185 197.017 508.168 216.446 291.721 184.735 3201.55 27.7785 59.1944 3131.7 681.251 2450.45 69.8512 52.9715 25.1513 27.3654 20.1466 23.3347 7.63191 20.1132 16.8797 22.5051 12.2826 21.1033 31.829 3.62814 3.38207 6.27291 19.0094
internal_count=2865469 2851235 2737638 2709535 379370 143965 235405 152332 83073 129078 2330165 28103 113597 2276282 724669 1551613 53883 40850 14234 72668 21175 12496 6928 21141 13033 12230 14887 10934 40929 4014 3716 7436 9974
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=1 1064961 1 193 2426916 855214 8 322 19204136 538 292 40 40968 3 32 10488288 2631204 1 10 1 96 14 1
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=40
num_cat=27
split_feature=11 2 3 2 4 2 2 2 9 0 2 1 6 1 1 1 1 3 9 1 0 3 5 2 0 8 1 3 2 0 1 0 7 4 1 0 0 12 3
split_gain=0.924679 0.815897 1.22566 1.97719 1.47185 5.99372 2.99058 2.10845 3.02597 1.93633 4.63841 1.69375 1.36023 1.21006 1.16217 1.03675 0.926441 0.908276 0.765939 0.900513 0.764351 0.569361 0.52412 0.392114 0.3173 0.312344 0.29694 0.273877 0.264043 0.228767 0.24013 0.209774 0.154556 0.148054 0.0763844 0.0206546 0.0383246 0.0148151 0.014539
threshold=0 1 5.5000000000000009 2 3 4 5 6 7 1.5000000000000002 8 9 10 11 12 13 14 2.5000000000000004 15 16 4.5000000000000009 6.5000000000000009 17 18 13.500000000000002 19 20 15.500000000000002 21 54.500000000000007 22 19.500000000000004 23 24 25 14.500000000000002 1.0000000180025095e-35 26 36.000000000000007
decision_type=9 9 2 9 1 9 9 9 1 2 9 1 1 1 1 1 1 2 1 1 2 2 1 9 2 1 1 2 9 2 1 2 1 1 1 2 2 1 2
left_child=1 17 4 15 6 12 11 8 -8 10 -7 -3 16 -9 -11 35 -6 33 19 23 -13 24 -21 -5 28 27 -14 -19 32 30 -20 38 37 34 -1 36 -4 -2 -17
right_child=21 2 3 18 5 9 7 13 -10 14 -12 20 26 -15 -16 31 -18 25 29 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.023101829732156645 -0.02095047666714242 0 0 0.0031102343690733556 -0.011641731644243699 0.023553470516398018 -0.0034103162593137138 0 -0.00034569007335317581 0.011931525143542732 -0.0049706182341915754 0 0.0015155771460095774 0.016655863063290293 0.024352284112999927 -0.010196165556922966 -0.021938172482049902 0 -0.011815734328914491 0.011049514904533167 0 0 0.013530988721480211 0 0 -0.029369111123753313 0 0 0 -0.01401481932983735 0 0 0.0056669772084545003 -0.0043925565518450225 0 -0.0038633786788528977 0 0
leaf_weight=21.031286981859012 19.432016489212376 59.911049090223969 5.4337956591625671 2.9776704967953265 34.669193633788382 163.6273776770613 62.765292012227292 579.79669686666603 151.56611707168486 20.195776261709398 96.650893410740537 83.61007263015199 26.819502849648416 2267.4589394344875 76.452475344340201 58.32809580405592 61.310308447245916 19.956934519159407 4.7582535288820509 15.352294115728 9.6140154551685537 1.8003026680671599 9.0741941547312308 38.372319018126291 0.82226315850857545 0.23270838949247519 64.756050226169464 0.39776633653673243 1.4977030683076105 0.079685902892378091 23.952535102987902 0.38836088913376343 2.0903504758316691 4.0687921144199199 19.616884298950026 0.14915096139884632 9.5152431639871775 0.028774369537148625 0.026606903440550833
leaf_count=27399 10045 61016 6980 3195 32267 187625 60996 435386 147613 20868 109120 84312 27383 1194105 62959 49356 55940 48454 4936 14359 10589 1732 8531 37870 263 316 79654 455 1379 91 22821 315 955 10035 34748 94 10040 37 28
internal_value=0 -0.000138258 1.8902e-05 0.0077451 -0.000306581 -0.00501587 0.000437581 0.00127032 0.0100522 0.00221372 -0.00151621 -0.0114955 -0.0178428 0.000375245 0.0127819 0.0166728 -0.00397476 -0.00884289 -0.000455968 0.00301529 0 0.0128341 -0.00378142 0.0106032 0.0166105 -0.0189579 -0.0268103 -0.0205692 0.018439 -0.00988952 -0.0131549 0.0213622 0.0183284 0 -0.00233878 0 -0.00214362 0.0230302 0.0243148
internal_weight=0 3992.92 3927.61 168.408 3759.2 544.482 3214.72 3061.59 214.331 356.927 260.278 153.135 187.555 2847.26 96.6483 73.8413 95.9795 65.3044 94.567 65.7765 93.2241 25.6714 24.4265 41.35 23.8711 20.5874 91.5756 20.3547 23.0488 28.7905 28.7108 58.7431 21.5511 44.717 40.6482 15.0982 14.949 19.4608 58.3547
internal_count=2864267 2849856 2728449 158616 2569833 575816 1994017 1838100 208609 380572 296745 155917 195244 1629491 83827 66813 88207 121407 91803 63955 94901 14411 22890 41065 12679 49225 107037 48909 12416 27848 27757 49699 11037 72182 62147 17114 17020 10082 49384
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 5259265 8757956 2 11013412 45192 11075588 6 8768 108 2 656 704 776 152 9 357 2 524304 1 533 8653274 26 1 2 6 1
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=40
num_cat=19
split_feature=11 12 3 0 1 9 2 2 0 2 3 2 1 9 1 9 6 3 0 0 2 3 3 2 1 3 3 3 0 0 3 7 9 3 3 0 0 7 0
split_gain=0.821706 0.711793 1.23449 0.875801 2.06103 3.10557 3.21678 2.57507 2.2384 1.83709 1.78382 1.30227 1.63268 1.10939 1.13062 0.871768 1.83664 0.859103 2.78491 1.2792 0.760188 0.743376 0.693558 2.52629 2.3703 0.565785 0.555851 0.541793 0.42326 0.399049 0.343503 0.566614 0.309854 2.22999 1.45415 0.298998 0.231974 0.18348 0.152173
threshold=0 1 1.0000000180025095e-35 4.5000000000000009 2 3 4 5 29.500000000000004 6 1.0000000180025095e-35 7 8 9 10 11 12 1.5000000000000002 16.500000000000004 15.500000000000002 13 9.5000000000000018 1.0000000180025095e-35 14 15 7.5000000000000009 9.5000000000000018 6.5000000000000009 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 16 17 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 13.500000000000002 18 13.500000000000002
decision_type=9 1 2 2 1 1 9 9 2 9 2 9 1 1 1 1 1 2 2 2 9 2 2 9 1 2 2 2 2 2 2 1 1 2 2 2 2 1 2
left_child=1 3 -3 11 5 6 8 17 -5 36 -9 12 15 14 29 16 -1 18 -6 -19 -16 37 23 -15 -24 -11 -17 30 -12 -13 -2 38 34 -34 -14 -8 -7 -4 -32
right_child=27 2 21 4 7 9 35 10 -10 25 28 13 32 22 20 26 -18 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 31 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.010125516664956292 0 0.0017572347815496916 -0.023712459214183221 0.025016303777706209 -0.0043653715194596548 0.01149312613131662 0 0 -0.003056986287620132 -0.020350572839812325 -0.024430811807562194 -0.00263051208549078 -0.0059941663379571835 0.013260028600725268 0 -0.016298376544224762 -0.013547991982087877 0.016204925379512968 0.017302814846181565 -0.0029052587289067344 -0.02188699275226838 0 0.0071845073472060483 -0.0018701291350522215 -0.0015871143338734189 0 0 0 0 0.0091459090363579885 0.02375640987927604 0 0.015617669977782474 -0.0057580141902409008 0.011131019873600668 -0.0076319478252578734 0 0 0
leaf_weight=43.539471750555094 9.9849391862808314 5.3748076598785728 21.113348836726797 156.71663771873864 262.60689237993211 12.144762842712224 9.4649156244413444 26.795116223744117 5.0649530910304739 37.507212998127216 49.34106659367535 5.9357735291196176 232.63260682303371 77.381059734521841 3.5105628605233505 153.9382188917516 28.985315171463299 61.028534483877593 44.395431008888409 8.0778299420198874 30.318890775357431 0.26277721874066529 536.11731721435353 1430.673234109745 551.6245562005206 0.58304979928652656 2.4281069946882772 1.8213393119513046 1.2592826705658797 14.786923364648827 12.773616166217828 1.2003260614292255 55.60417375239922 63.344604869733303 23.975646817594679 34.929660212059389 2.0539160563203032 0.68463646963938174 0.29035903996555212
leaf_count=51863 3502 7098 19763 72713 80831 12757 11098 26272 5967 21678 51632 4223 264489 70552 4034 180127 28189 40206 15377 5289 23342 278 513570 628968 488369 472 2049 1739 1711 5612 8393 758 58318 81469 28844 39667 2414 808 144
internal_value=0 -0.000171153 -0.0112241 0 0.00309199 0.00960798 0.0151153 -0.000554162 0.0211306 -0.0059963 -0.014037 -0.000711842 -0.00476268 0.000160219 -0.0103142 -0.0107675 0 0.00258201 0 0.0107408 -0.0174769 -0.0193395 0.000647345 -0.000581171 0.00259464 -0.0157797 -0.0144668 0.0120186 -0.0231306 0.000248468 0.015785 0.0195698 0 0.00314226 -0.00227054 -0.00287611 0.00698994 -0.0227909 0.0229178
internal_weight=0 3994.2 27.4356 3966.77 711.969 258.465 206.176 453.504 161.782 52.2889 77.3955 3254.8 604.448 2650.35 54.5522 228.891 72.5248 376.109 307.002 69.1064 33.8295 22.0608 2595.8 1508.05 1087.74 38.0903 156.366 26.0706 50.6003 20.7227 24.2492 14.2643 375.557 118.949 256.608 44.3946 14.1987 21.798 13.064
internal_count=2864585 2850049 27947 2822102 388084 166766 129445 221318 78680 37321 79615 2434018 695348 1738670 37211 262228 80052 141703 96208 45495 27376 20849 1701459 699520 1001939 22150 182176 14536 53343 9835 12797 9295 433120 139787 293333 50765 15171 20571 8537
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 1 195 5 870126 10815852 329904 4014120 456 8 12 6 2 43008 9476 449 1 1 1
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=37
num_cat=24
split_feature=11 2 12 1 3 0 3 3 2 1 1 9 0 9 1 2 6 1 1 3 4 3 0 3 7 2 2 0 9 8 1 2 12 2 0 0
split_gain=0.748215 0.662458 0.84256 0.959923 0.833439 0.790767 1.67859 3.86704 2.69293 2.68419 2.09095 1.86677 1.82941 1.40243 0.80908 0.883018 0.695911 8.76301 4.9893 0.512868 0.500724 0.423901 0.318983 0.312267 0.543562 0.247283 0.233673 0.148572 0.0581951 0.0540451 0.0307465 0.0289173 0.0121404 0.00256817 0.0378282 0.00603793
threshold=0 1 2 3 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 4 5 6 7 9.5000000000000018 8 9 10 11 12 13 6.5000000000000009 14 13.500000000000002 4.5000000000000009 1.0000000180025095e-35 15 16 17 13.500000000000002 18 19 20 21 22 23 2.5000000000000004 7.5000000000000009
decision_type=9 9 1 1 2 2 2 2 9 1 1 1 2 1 1 9 1 1 1 2 1 2 2 2 1 9 9 2 1 1 1 9 1 9 2 2
left_child=1 4 5 22 28 13 10 8 -8 -9 12 -12 -7 14 26 -16 18 -18 -15 23 -6 25 29 33 27 -5 -3 32 30 31 -1 -4 -25 35 -35 -2
right_child=19 2 3 21 20 6 7 9 -10 -11 11 -13 -14 16 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37
leaf_value=0.0047368618106291152 0.0015168503156935036 0.0063290962174058635 0.0097482923387388811 0 -0.021322980462170339 0.0057848639630159373 -0.017460921341160309 0.017754186796367932 0.0051723784237766987 -0.0019384124322426627 -0.0056473687063403836 0.016300701576588937 -0.013144609913364531 0.0061998904842889445 0 -0.02033862824127405 0.0095924426695325471 -0.0078307598339446543 -0.0036962653214925945 0 0 0 0 0.022967930475065349 0 -0.021839504370636875 -0.002278416478359161 0 -0.00050319681907717536 0 0 0 0 0 -0.0033722415346813177 0
leaf_weight=5.8285086582181975 1.5204297775344455 12.632258725228894 2.8239432368136477 0.37190115905832499 15.755747780422098 104.73338151050848 130.21213073904073 81.98612035503902 34.139798099204199 98.404863699855923 8.6819534462410957 200.96977072580194 49.784663342201384 980.39300158053084 5.2475093733810354 46.40970627754723 389.52099530713895 811.42511241880129 950.11176848292234 1.8046358080173366 9.5935992194463324 0.031799373158718391 3.8692159652200644 13.045376829817535 1.2035104693786731 18.843489663180673 4.0009729127923501 0.29546082642627958 25.326210464809268 0.25140935252420638 0.55140786460833613 0.618779769574758 0.023731409513856216 3.0801015440083628 5.0890406788676046 0.28111614260706108
leaf_count=6739 1597 8706 3104 394 45064 31930 86145 56331 37719 78820 4458 71277 14333 730159 6624 33867 245134 708060 591604 1734 26987 34 2839 8519 760 20020 4197 147 33337 295 733 631 30 991 689 215
internal_value=0 -0.000130676 0 -0.0120071 -0.00830441 0.000244366 0.00323803 -0.00104366 -0.0117755 0.0075929 0.00782335 0.0134309 0 -0.00034992 -0.0115394 -0.0161741 0 -0.00182555 0.00120714 0.0114707 -0.0168937 -0.0173088 0.000911761 0.0151647 0.0187478 -0.0228041 0 0.0220586 0 0.00980593 0.00349154 0.010632 0.0229001 0 -0.000584257 0.000470125
internal_weight=0 3992.52 3935.46 26.8105 57.0555 3908.65 708.913 344.743 164.352 180.391 364.17 209.652 154.518 3199.74 68.2904 51.6572 3131.45 1200.95 1930.5 26.3434 25.3493 19.2472 7.56335 24.5388 14.5681 19.2154 16.6332 13.3646 31.7061 3.69413 6.37992 3.44272 13.0691 9.97069 8.16914 1.80155
internal_count=2864223 2849541 2736681 27317 112860 2709364 381013 259015 123864 135151 121998 75735 46263 2328351 53394 40491 2274957 953194 1321763 14682 72051 20448 6869 12948 9456 20414 12903 8696 40809 4030 7472 3735 8549 3492 1680 1812
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 1064960 1 322 8398670 89 788 8 8 40 40968 2 28 419 2 1 32 10488288 10 1 14 96 1 264218
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=40
num_cat=22
split_feature=8 2 1 1 2 3 3 2 2 3 1 3 1 2 9 0 0 0 2 2 1 1 3 0 2 2 0 1 3 1 2 0 1 0 3 3 1 3 0
split_gain=0.715659 6.31583 3.30581 0.778884 1.5515 1.62143 1.52033 3.3009 2.36265 2.39527 1.76164 1.6512 1.57543 1.37235 1.36343 1.08914 1.05705 2.22361 2.21016 1.2366 1.14406 1.09516 0.842881 0.835344 0.801426 0.801388 0.708564 0.844043 0.668874 2.34424 2.02693 0.662144 0.623064 0.571394 0.444448 0.368558 0.368472 0.245128 0.199646
threshold=0 1 2 3 4 1.5000000000000002 1.0000000180025095e-35 5 6 2.5000000000000004 7 3.5000000000000004 8 9 10 1.5000000000000002 7.5000000000000009 19.500000000000004 11 12 13 14 5.5000000000000009 5.5000000000000009 15 16 1.0000000180025095e-35 17 1.0000000180025095e-35 18 19 1.0000000180025095e-35 20 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 21 2.5000000000000004 6.5000000000000009
decision_type=1 9 1 1 9 2 2 9 9 2 1 2 1 9 1 2 2 2 9 9 1 1 2 2 9 9 2 1 2 1 9 2 1 2 2 2 1 2 2
left_child=3 2 -2 16 5 -5 7 10 26 13 -6 -11 24 -10 -14 22 19 18 -18 20 38 -20 36 28 -9 -19 27 -8 29 -21 -30 37 -28 -4 -25 -23 -7 -22 -1
right_child=1 -3 33 4 6 15 8 12 9 11 -12 -13 14 -15 -16 -17 17 25 21 23 31 35 -24 34 -26 -27 32 -29 30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.013782668895053675 -0.002447997170579259 -0.015892689616792396 0.041256824698644529 -0.020492056264811334 -0.00052535458318994405 0 0.0050092403200512441 0.00064692186148460529 0 0.0090369433794484453 0.019418746950747297 -0.0055231313899813646 0.0093819071165843378 -0.01456296503914453 -0.00061509048650051391 0.0098006332933724353 -0.0061333204180347798 0.0016564470271871121 0.028107123508451255 0.001859027207331928 0.008500774428558391 0.0074804689888915326 0.001465292141382208 0 -0.012471091190276749 -0.014642721665911457 0 -0.009796238834915906 0.0068978789039564892 -0.0075755497588726453 -0.0044467354625645668 -0.0059810898466875814 0.011486102406005092 0 -0.014594767270089223 -0.00022922929866533122 -0.014448292708410132 0 0
leaf_weight=112.30632131458697 16.328556503780419 26.558577349002007 35.723905352977454 60.540792566724122 30.357735195575515 7.4847095750737935 21.895391022568219 13.645144736758084 82.503693819184264 101.07165930317569 108.99503286513209 160.38943925283093 125.01223983606906 288.46520358978887 549.48595180712437 28.276367282647698 12.174430285260312 3.2803098840813618 42.301119492025464 595.53167709129775 45.560247608369536 47.106923618091969 9.4189717839617497 42.814586659747874 112.87261632623995 14.930578395695195 56.968080836253648 33.161943675273506 369.83762001392461 380.50961894707143 191.17456557855621 70.982670625315222 94.508773720684985 1.4108321316016361 34.185397475506761 31.937410351907602 42.981601376519393 16.164267321280931 1.6276370611740265
leaf_count=134906 13189 27932 20074 74175 30651 8462 22753 15483 80171 100662 97375 156858 62906 249510 260740 35294 8833 3382 19519 166768 63653 6475 12028 9614 85166 9780 57837 34723 309237 198713 182245 79007 96830 628 19695 15088 66395 26021 1487
internal_value=0 0.00794312 0.0238779 -0.000232684 -0.00171135 -0.0104611 -0.000601307 0.0019272 -0.00375628 -0.00684532 0.0142531 0 -0.000459256 -0.0118112 0.00123939 0 0.00104469 0.00838164 0.0137955 0.000169748 0.00634826 0.0178242 -0.0076743 -0.000724724 -0.00943914 -0.00897394 0.00421414 -0.00125401 0 -0.00169389 0.00253639 0 0.00796571 0.0346096 -0.00928645 0.00220588 -0.0130187 0.00572748 0.012332
internal_weight=0 80.0219 53.4633 3940.46 1928.04 148.702 1779.33 940.369 838.964 632.43 139.353 261.461 801.016 370.969 674.498 88.1617 2012.43 151.731 133.52 1860.69 246.641 121.345 59.8853 1614.05 126.518 18.2109 206.534 55.0573 1537.05 976.041 561.012 132.707 151.477 37.1347 77 79.0443 50.4663 61.7245 113.934
internal_count=2864265 61823 33891 2802442 1548019 196354 1351665 552321 799344 587201 128026 257520 424295 329681 323646 122179 1254423 63077 49915 1191346 305074 41082 86885 886272 100649 13162 212143 57476 856963 365481 491482 168681 154667 20702 29309 21563 74857 89674 136393
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 8768096 777 263 1602177 10552590 4261936 576 640 8651012 2 7686144 817793 257 257 2048 10485762 640 6 12615768 136 576
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=40
num_cat=22
split_feature=11 2 1 3 2 4 2 0 2 1 2 1 8 0 1 3 1 1 0 9 1 5 3 2 3 12 3 7 0 1 0 3 0 0 0 3 0 3 12
split_gain=0.665875 0.60351 1.05502 0.8079 1.70699 1.17819 5.60709 3.50065 2.67404 2.47168 1.97164 2.20957 1.58924 1.35945 1.33652 1.33073 0.989552 0.963357 0.879617 0.715538 0.803286 0.535673 0.49334 0.467703 0.36387 0.357568 0.285542 0.523637 0.225347 0.216035 0.213 0.185253 0.299433 0.183286 0.144128 0.0798696 0.0644713 0.028688 0.0145639
threshold=0 1 2 5.5000000000000009 3 4 5 3.5000000000000004 6 7 8 9 10 14.500000000000002 11 1.5000000000000002 12 13 4.5000000000000009 14 15 16 6.5000000000000009 17 4.5000000000000009 18 1.0000000180025095e-35 19 54.500000000000007 20 23.500000000000004 3.5000000000000004 2.5000000000000004 19.500000000000004 13.500000000000002 7.5000000000000009 1.0000000180025095e-35 15.500000000000002 21
decision_type=9 9 1 2 9 1 9 2 9 1 9 1 1 2 1 2 1 1 2 1 1 1 2 9 2 1 2 1 2 1 2 2 2 2 2 2 2 2 1
left_child=1 2 31 5 17 8 14 12 9 18 11 -10 -8 -9 24 -16 -12 35 -3 20 23 -22 26 -6 -7 -4 -2 34 29 -21 -11 32 -1 -19 38 36 -5 -33 -28
right_child=22 3 25 4 19 6 7 13 10 30 16 -13 -14 -15 15 -17 -18 33 -20 28 21 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 37 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0096470809657478035 0 -0.0030457532393964593 -0.019722153255313804 0.0043225661315421833 0 -0.0081090429995689627 -0.016405730570369162 0.013452384881324149 -0.0035364107431310114 -0.019808781712372329 0.0027916650679778777 0.014982034619750399 0.0046588646509663637 -0.0074812250319460719 -0.0017876974886542347 0.018403052492776437 -0.00097011262529814657 0.022206097956505633 0.012435469161090784 0 -0.011974901696258047 0 0 0.013046657779917868 0.0015805872646666563 0 0.022100330090115132 0 0 -0.014389047585727684 0 -0.0028696211903909883 0 0 0 -0.0047313550409535943 0 0 0
leaf_weight=21.983060190239488 9.9703975118172874 132.88321593521687 31.035549310854549 4.5050777455035158 3.3408901812072145 26.58122108461248 334.66880925754231 52.766043853014708 47.054658942346578 104.60720549230609 1096.3060782555112 167.78866133494012 3.4354135653993572 5.6587728656304526 3.5995856803783672 109.30370760719234 1648.3390137653187 56.610104435749236 17.110202933225082 9.1542593297344848 15.434366772984504 9.0686682308150921 1.8388448626501475 38.707192969108291 5.4379300316795698 0.062153281243811587 13.348085047851775 1.2162660496251216 0.095937216072342291 19.561289333374596 1.6115628964907944 6.0335087258936246 5.7516556063637827 0.37545079545816307 0.2995033352053732 5.6788321832718784 8.7188162190723215 0.15464442392112676 0.02971659740432997
leaf_count=33562 3501 149993 71529 5199 3699 27305 359855 40794 47718 106796 630946 162755 2952 4214 3795 126361 878846 48157 14312 8761 14486 8499 1749 38148 5114 131 8618 765 99 19313 1913 13531 6301 315 147 6316 7387 228 32
internal_value=0 -0.000156546 -0.0076423 0 0.00621445 -0.000284624 -0.00451397 -0.0107215 0.000370213 -0.00856799 0.00134674 0.00983049 -0.0150145 0.00618185 0.00973782 0.0144114 0.000443255 0.0145978 0 -0.00104198 0.00226517 -0.00389559 0.0107561 0.00966061 -0.00142749 -0.0156119 0.0144738 0.017878 -0.00991697 -0.0131618 -0.0179709 9.9689e-05 0.00565077 0.0194423 0.0211757 0 0 -0.000521613 0.0220166
internal_weight=0 3993.42 65.0206 3928.4 171.251 3757.15 541.451 396.529 3215.7 256.212 2959.49 214.843 338.104 58.4248 144.922 112.903 2744.65 75.8883 149.993 95.3626 66.5511 24.503 26.7028 42.0481 32.0192 31.0977 24.864 14.8936 28.8115 28.7155 106.219 33.9229 27.7347 56.9856 13.6773 18.9027 13.2239 6.18815 13.3778
internal_count=2864142 2849330 125282 2724048 160379 2563669 570390 407815 1993279 273014 1720265 210473 362807 45008 162575 130156 1509792 67374 164305 93005 64832 22985 14812 41847 32419 71660 13063 9562 28173 28074 108709 53622 39863 48472 8797 18902 12586 13759 8650
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 1069057 7 8757956 2 4497562 4497544 905 11075588 258 1 208 99 778 9 357 2 4718608 1 1 146 1
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=40
num_cat=22
split_feature=2 3 1 0 1 3 5 2 0 0 2 6 1 9 7 2 1 1 1 0 1 1 1 2 7 0 0 1 9 3 3 0 12 0 3 0 3 0 3
split_gain=0.654128 3.78657 2.28496 2.35905 1.9594 1.56631 3.85061 5.25801 3.49827 3.76139 2.58879 3.40021 3.09718 3.51149 2.08046 2.16861 1.75169 1.50621 1.47481 1.38378 3.30429 1.56669 1.36583 1.30962 1.24122 0.910967 0.763852 0.605907 0.592261 0.589462 0.529204 0.493934 0.436032 0.391028 0.382775 0.331259 0.32104 0.311218 0.296048
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 2 1.5000000000000002 3 4 8.5000000000000018 14.500000000000002 5 6 7 8 9 10 11 12 13 21.500000000000004 14 15 16 17 18 3.5000000000000004 10.500000000000002 19 20 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 21 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 4.5000000000000009
decision_type=9 2 1 2 1 2 1 9 2 2 9 1 1 1 1 9 1 1 1 2 1 1 1 9 1 2 2 1 1 2 2 2 1 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 14 30 10 27 11 12 13 -7 15 18 36 38 -2 21 -21 -17 -16 -24 35 -20 -25 -10 -26 32 -8 -6 -29 -14 -18 -19 -13 -5 -12
right_child=5 4 3 37 31 8 7 -9 9 -11 17 16 33 -15 22 19 34 24 25 20 -22 -23 23 26 28 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0096388303372796687 -0.00089547089064615989 0.00074430442580811901 0.021039401163860015 -0.0075667297271949825 -0.025455597038505442 0.018360789541214104 0.017938355694066387 -0.024773558147608635 0 -0.0017500346750054258 0.00040630249295628792 -0.0026118958197180512 -0.0091009537815842541 -0.0063881551916456676 -0.0055662593611289319 0.001961480733221368 -0.016937450308390788 0.0039882903591742609 0.021823368065425716 0.026320676881163393 -0.0083247317287079431 -0.0039940918769581979 -0.0033623309290673527 0.01586356454116367 0.0040147640065213777 0 0 0.039983350928385702 -0.0090559521306075221 0 0 0 0 0 0 0.015416550834591931 0.0064389313995122585 0.00045433571892170471 -0.0066508576185489139
leaf_weight=25.281816115340916 38.675044260431605 27.488085368480824 73.252430503023788 29.474187575804539 77.292364406079287 141.41946959900815 8.1522272335132602 102.20955307399709 3.8986835383984726 21.833059493103065 110.39256702066632 24.373125656187767 95.321803279490268 42.189053298330691 13.988377532688901 509.13709065945295 176.81162519367354 161.30381043888337 61.899072868043731 15.887907681288198 12.301101285527693 1561.3190385815105 13.787321424257243 185.19612265395699 7.1047048753316631 23.036367866530782 21.643179871171014 40.568841330037685 24.859446788956124 0.64169375994242628 22.336701181557146 11.363706081072449 0.46038450201740388 63.361032453489315 0.92632043900084582 191.7058969798527 38.487249083307688 1.8529447453329329 37.472943327738903
leaf_count=23161 38490 29768 81284 29250 125147 115091 9101 105257 2342 16336 111955 24223 94054 35671 12788 326318 182805 173457 58034 3543 10783 745207 10996 66998 8087 13247 8078 25435 28001 470 21956 14574 454 33955 936 202238 33965 1545 39417
internal_value=0 -0.00458198 0.00505173 0.0120129 -0.0165456 0.000375193 -0.000913474 -0.0158148 0.00339898 0.0218469 0.00147981 -0.00272198 0.00295762 0.0112069 0 -0.000913605 -0.0114435 0.00644326 0.00993461 -0.00186243 0.0126418 -0.00238934 0.00845682 0.0108903 0.00960686 0.0159751 0.0134467 0.033329 -0.00158559 0.0331968 0.00922131 -0.0215169 0.0390758 -0.00556098 -0.0155947 0.0116992 0 -0.00221033 -0.000488174
internal_weight=0 246.006 129.861 104.58 116.144 3772.7 2589.57 132.698 1183.13 67.4027 1115.73 582.89 342.291 183.609 2456.87 2222.26 240.598 532.839 123.61 2098.65 28.189 2070.46 234.615 220.627 384.974 84.9354 206.839 45.5696 31.9642 41.6709 30.4889 88.6561 41.0292 158.683 177.738 353.01 62.8604 31.3271 147.866
internal_count=2864417 304729 135240 112079 169489 2559688 1430796 136314 1128892 45037 1083855 520700 278771 150762 1294482 1195622 241929 563155 109771 1085851 14326 1071525 98860 86072 411783 71281 75076 28701 36088 26359 31057 139721 25889 128009 183741 375695 58188 30795 151372
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=24662017 609 193 2 327744 329028 2 409 5 1 1284 65 384 834 26 834 448 34436 1 514 2 1
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=40
num_cat=26
split_feature=2 3 9 1 3 5 2 0 0 2 6 1 9 1 7 2 7 1 1 1 1 0 0 1 1 2 1 0 9 0 1 2 3 0 3 12 2 3 3
split_gain=0.649993 3.17935 1.95613 1.80365 1.31105 3.12358 4.88201 2.92922 3.20708 2.30704 2.85197 2.8019 2.93275 1.6596 1.49123 1.65854 1.37798 1.49333 1.26833 1.25249 1.22966 1.42127 1.21265 3.13968 1.30631 1.1504 1.1008 0.827012 0.764142 0.603888 0.593568 0.54544 0.534654 0.491298 0.362738 0.351705 0.334882 0.460445 0.291019
threshold=0 1.0000000180025095e-35 1 2 1.5000000000000002 3 4 8.5000000000000018 14.500000000000002 5 6 7 8 9 10 11 12 13 14 15 16 2.5000000000000004 21.500000000000004 17 18 19 20 3.5000000000000004 21 10.500000000000002 22 23 9.5000000000000018 4.5000000000000009 13.500000000000002 24 25 1.0000000180025095e-35 4.5000000000000009
decision_type=9 2 1 1 2 1 9 2 2 9 1 1 1 1 1 9 1 1 1 1 1 2 2 1 1 9 1 2 1 2 1 9 2 2 2 1 9 2 2
left_child=1 2 26 -3 5 14 36 9 30 10 11 12 -6 -12 15 19 17 38 -16 -2 -4 -22 24 -24 -17 -20 -1 -21 -18 -27 -9 -13 35 -5 -15 -32 37 -7 -11
right_child=4 3 20 33 7 6 -8 8 -10 16 13 31 -14 34 18 22 28 -19 25 27 21 -23 23 -25 -26 29 -28 -29 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0028264344340262972 -0.00094406262900705745 0.0006194584784991223 -0.00073292083755418548 -0.024393261350819696 0.018340678075187293 0.017312720107904921 -0.026014974618268284 0 -0.0014844581351531288 0.0027743168084736619 0 0.00076322465384956256 -0.0054493741156144485 -0.016334388682628962 -0.0060023766054416918 0.0017909101775755772 0.0023890965707981503 0.011865613686619378 -0.0032832044798731448 0.01959409520038418 0.031746815889150508 0 0.02531743148753763 -0.0082414119935468027 -0.0036230822139293388 0.014139758528310724 -0.01226994545949764 0 -0.012073142190123828 0 0.036475319795216121 -0.0073740603957061892 0 0 0 0 0 0 -0.0043048306554424711
leaf_weight=51.393554760077677 38.713667255913606 27.571773205250793 7.3438645893911598 75.785959854973044 121.194733075361 8.35556738797459 77.570305956527591 3.8798069335171022 21.693620700651081 151.90492704264034 67.995558315407834 40.368028463417431 35.038206488650758 169.35695815622603 14.238990777710569 510.04933321252611 7.8522717996820575 296.86238670433522 13.743458781478692 63.610305689559027 25.402445685373095 10.95883539355418 16.318581410334446 12.254532744991595 1555.2250641481151 188.39979160809889 36.349627481060452 23.296084153698757 27.084279397706268 21.53204454886145 42.3698399446439 147.42589153653535 0.64663949402165499 11.249503834711502 0.94368839464732346 0.41267660111770865 21.856893073447281 22.174403719502152 51.487900559266564
leaf_count=56081 38509 29722 6709 123825 98347 9215 83319 2341 16257 155009 64282 33426 29996 175611 12938 326260 8792 317974 10994 58331 28491 10880 3575 10702 742542 67732 34382 13368 30295 8026 26112 117402 469 14459 941 421 20918 21830 53675
internal_value=0 -0.00459855 0.00401882 -0.0156581 0.000343806 -0.000829591 -0.0143714 0.00310933 0.0198603 0.0013214 -0.00263372 0.00247779 0.0114533 -0.0106814 0 -0.00078913 0.00600731 0.00782821 0.00710157 0.00859938 0.0158571 0.0217652 -0.00163993 0.0118688 -0.00214509 0.00958821 -0.00296288 0.0141722 -0.00609201 0.0120218 0.0303064 -0.00448103 0.0303685 -0.020515 -0.0149824 0.0357013 0.00497667 0.00915757 0
internal_weight=0 246.056 131.448 114.607 3773.86 2587.34 129.957 1186.52 69.0026 1117.51 582.323 344.027 156.233 238.296 2457.38 2219.47 535.192 500.255 237.914 125.62 43.7051 36.3613 2093.85 28.5731 2065.27 223.675 87.7432 86.9064 34.9366 209.932 47.309 187.794 43.4292 87.0355 170.301 42.7825 52.3869 30.53 203.393
internal_count=2864158 304549 136543 168006 2559609 1428259 135282 1131350 45600 1085750 520005 279171 128343 240834 1292977 1193287 565745 526658 99690 110208 46080 39371 1083079 14277 1068802 86752 90463 71699 39087 75758 29343 150828 27002 138284 176552 26533 51963 31045 208684
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=24662017 1 193 2 8749152 329028 2 393 5 577 1 1284 1 448 448 834 705 26 834 34436 396 2 514 327936 1 327744
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=40
num_cat=24
split_feature=12 3 3 2 9 1 2 0 2 3 3 2 1 2 7 2 6 1 1 1 0 0 2 0 0 3 8 0 7 0 0 9 0 1 1 2 7 5 3
split_gain=0.581945 1.11424 0.696636 0.675256 0.738639 3.70517 1.36668 1.17208 0.918672 0.717157 0.62612 3.14106 3.24403 2.92831 1.97727 1.85812 1.77289 17.7867 8.85619 1.39399 1.3198 3.51187 1.23296 0.519182 0.342905 0.339623 0.26862 0.189848 0.172222 0.166856 0.116926 0.0781453 0.0699156 0.0597957 0.0293483 0.018939 0.0137018 0.00934601 0.00278428
threshold=0 1.0000000180025095e-35 9.5000000000000018 1 2 3 4 1.0000000180025095e-35 5 7.5000000000000009 1.5000000000000002 6 7 8 9 10 11 12 13 14 9.5000000000000018 14.500000000000002 15 1.0000000180025095e-35 47.500000000000007 1.0000000180025095e-35 16 14.500000000000002 17 35.500000000000007 93.500000000000014 18 3.5000000000000004 19 20 21 22 23 4.5000000000000009
decision_type=1 2 2 9 1 1 9 2 9 2 2 9 1 9 1 9 1 1 1 1 2 2 9 2 2 2 1 2 1 2 2 1 2 1 1 9 1 1 2
left_child=3 32 28 25 5 6 7 -5 38 29 11 16 15 19 -14 -13 18 -18 -6 23 22 -22 -15 -12 -21 31 -27 -8 -3 -10 -9 34 33 35 -1 36 37 -2 -7
right_child=1 2 -4 4 10 8 27 30 9 -11 13 12 14 20 -16 -17 17 -19 -20 24 21 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0041394696107356797 0.0094690916286874899 -0.022484888451736591 0 0 -0.0087690916355094208 0.00082753526445081575 -0.0085423139377321516 0.027284982492563351 -0.027922962962984993 0 0 0.0066262566899752311 -0.016599584635238009 0 0.0040404029348095304 -0.0069926264520465825 0.026323481769063656 -0.0049205297408120262 0.0072476487094648434 -0.011633742842575082 0.032243106833185521 -0.0035002076440931273 0.0070351657203289444 0.01301848498521832 0 -0.015550624127817499 0 0 0 0 0 -0.002443065629295913 0 0 0 0 0 0 0
leaf_weight=6.0913493295593071 1.9713069669815013 20.304502455066537 0.26866258692461897 4.8561111047747572 621.86381830374012 10.657433542284705 6.0777558237023177 21.673434356707734 51.587934966963076 0.74761367856990446 13.183564307910276 186.87999594500434 255.26607902651449 502.98623997865798 17.088896887973533 136.27887858583563 233.13089484446391 491.06485131974478 678.33899919385294 182.65821044676704 29.602761883521453 17.598780581000028 458.70901898960437 12.448000201839021 0.50701531406957556 23.28514461380837 0.092256702380839495 0.55745224870042864 0.68393337892485817 0.80926237039966409 0.19026694243075226 25.600085986785416 1.0695836930244693 1.78120496880729 0.55918495028163295 0.47358089350746047 0.071249761589570748 0.047532978234812284 1.4419463806261763
leaf_count=6831 2810 19102 282 3944 206719 11974 6236 9654 35347 746 11531 202198 256629 454995 18419 125487 73975 289968 314905 175470 17924 12969 480781 10609 567 71352 234 519 766 1043 290 33609 1679 2069 737 470 75 43 1939
internal_value=0 -0.0100264 -0.0180739 0.000174429 0.000443831 -0.00652361 0.0100949 0.0180533 -0.0184778 -0.022911 0.000765661 0 -0.00625372 0.00261627 -0.0135904 0 0.0017821 0.00567046 -0.000223782 -0.00679662 0.00501029 0.018849 0.00352941 0.00508526 -0.0104171 -0.00798134 -0.0138231 -0.00351664 -0.0215641 -0.0274187 0.0268178 0 0.0016435 0.00481063 0.00289106 0.00572032 0.00691025 0.00930654 0
internal_weight=0 26.6716 21.2571 3991.83 3936.21 98.5992 33.355 26.7198 65.2442 53.1448 3837.61 2619.91 595.514 1217.69 272.355 323.159 2024.4 724.196 1300.2 208.797 1008.9 47.2015 961.695 25.6316 183.165 55.628 23.3774 6.63521 20.9884 52.3972 21.8637 32.2506 5.41446 4.34488 6.65053 2.56367 2.09009 2.01884 12.0994
internal_count=2864897 27296 20150 2837601 2724838 71692 20643 13888 51049 37136 2653146 1488300 602733 1164846 275048 327685 885567 363943 521624 198177 966669 30893 935776 22140 176037 112763 71586 6755 19868 36390 9944 41177 7146 5467 7568 3398 2928 2853 13913
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 17842176 8 36 10487928 8431753 2950468 331 2622721 1 4197026 2 12 588 1 333892 1 1 10 218 14 8938080 1 2
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=40
num_cat=25
split_feature=11 2 1 2 9 2 7 1 9 2 0 1 6 3 6 3 1 2 1 3 9 1 1 9 3 2 0 9 3 3 2 3 2 3 3 2 0 0 0
split_gain=0.58011 0.487288 1.70213 3.01627 2.87617 1.94518 1.49336 1.92159 1.70966 2.01282 1.86468 1.66524 6.56983 3.06591 2.20351 13.7615 8.21125 3.21747 4.92181 1.91285 3.78429 1.88176 1.41449 0.901455 0.872261 0.867871 0.787907 0.73274 1.97231 0.546974 0.546537 0.606797 0.467362 0.463501 0.443393 0.41379 0.314961 0.268826 0.261848
threshold=0 1 2 3 4 5 6 7 8 9 18.500000000000004 10 11 1.5000000000000002 12 1.0000000180025095e-35 13 14 15 1.0000000180025095e-35 16 17 18 19 1.5000000000000002 20 1.0000000180025095e-35 21 1.0000000180025095e-35 22.500000000000004 22 1.0000000180025095e-35 23 6.5000000000000009 4.5000000000000009 24 1.0000000180025095e-35 17.500000000000004 13.500000000000002
decision_type=9 9 1 9 1 9 1 1 1 9 2 1 1 2 1 2 1 9 1 2 1 1 1 1 2 9 2 1 2 2 9 2 9 2 2 9 2 2 2
left_child=1 6 5 4 -4 -3 11 8 24 -10 -11 12 19 25 17 16 -16 18 -13 26 -21 -17 -19 34 -8 -14 -1 30 36 -5 31 -7 -15 38 -9 -6 -29 -37 -2
right_child=33 2 3 29 35 27 7 23 9 10 -12 14 13 32 15 21 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 -40
leaf_value=0.008290983045276935 0.01544662231575329 0.0073571885946743954 0.01627805193735089 -0.014757942245566397 0 0 -0.010636063218523832 -0.019704225996179946 -0.002858387280641144 0.025577272085236705 -0.00069116999610429036 -0.019528075669619973 6.6505170992489212e-05 0.0096502047707750817 0.029615113566958142 0 0 -0.0032749354750851141 -0.0025160613686788986 -0.0030081325799350038 0.02306848923505123 -0.017087717329947572 0.010791829541069302 0.0010654154822710305 0.0074226839413914754 -0.013604041020055222 -0.0005688481499137219 -0.00021683576756148341 -0.019867413689491752 0 -0.0032773400606901353 0.01099250232080877 0 0 0 -0.0086849381174450187 0.0080469109612167078 0 0
leaf_weight=121.20754821835726 24.406228944862967 262.58239579413203 52.855871865904192 237.36047272562428 39.338661660745856 22.665077524157823 30.076053261669585 12.290804407937683 14.540549674726206 120.96437102463096 5.1569777305121525 206.9758364159643 14.945677198724297 45.693671601329697 154.28760380970925 65.949116276598943 214.89213319082774 55.098449150020315 810.97740836442972 45.512459784142266 175.82730280020769 206.78660966543976 141.38386428209196 67.534487016571802 6.2902106523761168 230.96839820162131 136.1437917186995 16.094182708395238 51.080259236361599 0.10874919162597407 142.91272447931988 51.956992162675306 76.972909813324804 1.8445538685191412 0.85757756864768531 128.71372538236028 20.890335225747549 4.521086094697238 0.82708537473808874
leaf_count=75792 12876 274258 53744 271175 40839 17816 7016 8385 11475 30966 1442 90571 16938 44222 57992 74411 104717 51887 347317 39492 141124 182161 132849 39400 4846 141303 55167 15651 65976 108 163452 62799 74047 1737 830 122396 22728 4400 264
internal_value=0 -0.000135061 -0.00201905 -0.00638571 0.000923805 0.00123121 0.00043957 0.00732292 0.0124936 0.0170543 0.0212914 -0.000178367 0.00327817 -0.00595137 -0.00194912 0.00241375 0.0148719 -0.00451454 -0.00686616 0.0109708 0.017592 -0.0132615 0.00569185 -0.00252375 -0.000911423 -0.0122597 0.00298989 -0.00340671 -0.00945881 -0.0135387 0 0.00552642 0.00465401 0.0100175 -0.0135308 -0.00454576 0.00148564 -0.00710592 0.0136974
internal_weight=0 3992.41 1031.08 462.899 225.429 568.182 2961.33 257.711 177.028 140.662 126.121 2703.62 847.272 368.581 1856.35 641.915 369.18 1214.44 1017.95 478.691 221.34 272.736 196.482 80.6829 36.3663 245.914 257.351 305.6 88.0648 237.469 217.535 74.6221 122.667 27.0779 13.1484 172.573 36.9845 133.235 25.2333
internal_count=2864569 2849692 1115342 492662 221379 622680 1734350 104360 55745 43883 32408 1629990 588085 276510 1041905 419281 162709 622624 437888 311575 180616 256572 184736 48615 11862 158241 130959 348422 104355 271283 244067 80615 118269 14877 9215 167635 38379 126796 13140
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 112486 837 2099208 10 13369489 1 30 2 5888 161 2 2 24 1090 520 2 576 20 8 1028 9 8 33826 8
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=40
num_cat=23
split_feature=8 2 1 6 1 2 3 3 2 2 3 1 1 9 1 1 2 0 0 3 3 3 3 3 5 0 1 3 3 3 2 1 2 1 7 2 2 0 0
split_gain=0.506203 5.35274 2.97105 0.524249 0.498779 1.41523 1.25896 1.1171 2.55878 1.7871 1.4581 2.2907 1.27554 1.10907 1.8723 1.83385 1.048 0.899741 0.883222 0.752828 0.576462 0.366853 0.419337 1.27395 1.60387 0.304911 0.298374 0.278763 0.855243 0.84612 1.35867 1.37681 1.23485 1.3371 0.670676 0.537663 0.525644 0.487074 0.27876
threshold=0 1 2 3 4 5 1.5000000000000002 1.0000000180025095e-35 6 7 2.5000000000000004 8 9 10 11 12 13 9.5000000000000018 1.5000000000000002 5.5000000000000009 2.5000000000000004 7.5000000000000009 3.5000000000000004 1.5000000000000002 14 1.0000000180025095e-35 15 4.5000000000000009 6.5000000000000009 1.5000000000000002 16 17 18 19 20 21 22 3.5000000000000004 15.500000000000002
decision_type=1 9 1 1 1 9 2 2 9 9 2 1 1 1 1 1 9 2 2 2 2 2 2 2 1 2 1 2 2 2 9 1 9 1 1 9 9 2 2
left_child=4 2 -2 -4 16 6 -6 8 12 20 11 -11 -7 15 -15 -10 21 -12 19 26 38 22 23 24 -1 -14 -8 29 35 32 -31 -32 34 -34 -18 -29 -30 -38 -9
right_child=1 -3 3 -5 5 7 18 9 13 10 17 -13 25 14 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 36 30 31 -33 33 -35 -36 -37 37 -39 -40
leaf_value=0.016061308458564721 -0.0025581855841783825 -0.015076549686202487 0.041120783429616073 0 -0.018764950701722429 0 0 0.015157499092268493 0.014327982140514102 0.0092388473093579417 -0.001562056465093619 -0.010668225244170012 0.00095928020641741427 0.0020214028318675525 -0.0078153733912837003 -0.0024393791308695268 -0.00025989801637264748 0.013506145994406103 0.0083788905202760982 0.00097350026324825086 0 0 0.016201097195485525 -0.0050197539066931529 -0.0056443470913759772 0.02254186692038879 -0.013585119364957139 0 -0.0027347483474745777 -0.0059999703002742467 0.012258625322785002 0 0.0028664461315587625 -0.012408985457160366 0.0066099698918986455 -0.014552936128578005 0.015590260063461934 0 0
leaf_weight=70.791035954469407 16.38895839342149 25.919239701834158 25.877411633977317 13.121676362061406 58.616954632077977 29.730218858188891 7.6990347870596452 40.328685132008104 82.252384700448602 21.322309697250603 300.96775551974861 411.80611159462569 44.27552097037551 335.05881852658786 309.28721303257043 73.439752287697047 1092.3670588546374 14.896518290159291 29.040083437277644 9.6107449962582887 41.511574974530959 5.052890668186591 44.853662606041325 60.526964430115186 8.1518720131280116 67.056706448289333 42.152762759062171 14.199645978689658 12.42352285105153 44.012269049242605 179.65404230967397 140.60536259468063 31.904715263663093 130.00712236495747 125.22790274317958 37.073018521652557 14.964101448611475 4.499532079382333 1.8363889784377523
leaf_count=73096 13115 26848 11943 9202 74138 30141 8739 44023 50601 21891 299986 377832 38437 133885 202806 37281 456098 10688 36099 12449 44456 6068 52311 66643 7761 61112 66403 14963 15929 42444 173603 124014 25553 115270 34048 28066 12678 2152 1884
internal_value=0 0.00667847 0.0213569 0.0314111 -0.000156781 -0.00135745 -0.00970376 -0.000301054 0.00184137 -0.00305354 -0.00489743 -0.00853634 0.0126195 -0.000234225 -0.00244272 0.00600386 0.000846088 0 0 -0.00723834 0.0075183 0.00722066 0.00868678 0.00205978 0.0101291 0.0169104 -0.0123494 0 -0.0047647 0.000351084 0.00454483 0.00720584 -0.000616637 -0.00794161 0.000345382 -0.0116055 0.00168115 0.00920574 0.0136116
internal_weight=0 81.3073 55.388 38.9991 3937.2 1920.89 147.12 1773.77 941.101 832.669 748.993 433.128 141.062 800.038 644.346 155.692 2016.31 315.864 88.5026 59.4625 83.6766 189.376 184.324 139.47 78.9429 111.332 49.8518 1826.94 83.1598 1743.78 364.272 320.259 1379.51 161.912 1217.59 51.2727 31.8872 19.4636 42.1651
internal_count=2864656 61108 34260 21145 2803548 1552851 197828 1355023 554263 800760 710397 399723 129690 424573 336691 87882 1250697 310674 123690 87591 90363 205879 199811 147500 80857 99549 75142 1044818 73788 971030 340061 297617 630969 140823 490146 43029 30759 14830 45907
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=1 8768096 777 2 263 1602177 10487054 4259872 512 576 2 40 112 553861 2 576 2424864 257 19204194 4 1 263208 4196376
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=40
num_cat=20
split_feature=9 1 2 0 2 3 2 3 1 1 0 2 12 1 1 0 2 0 6 0 6 1 1 2 0 8 0 3 3 0 0 2 0 0 0 2 3 3 0
split_gain=0.544031 4.14302 1.53919 1.06688 0.809671 0.700725 0.601825 1.40217 2.17124 1.66014 0.902185 1.12486 0.596664 0.894246 0.563451 4.33953 3.66163 3.76044 3.18598 2.12917 1.41833 5.27167 3.57627 1.09925 0.655274 0.482121 0.455528 0.376603 0.34484 0.341401 0.337944 0.274092 0.272027 0.201578 0.164414 0.155646 0.127222 0.451679 0.426148
threshold=0 1 2 1.0000000180025095e-35 3 7.5000000000000009 4 1.0000000180025095e-35 5 6 2.5000000000000004 7 8 9 10 13.500000000000002 11 17.500000000000004 12 1.0000000180025095e-35 13 14 15 16 19.500000000000004 17 17.500000000000004 13.500000000000002 10.500000000000002 4.5000000000000009 3.5000000000000004 18 107.50000000000001 14.500000000000002 35.500000000000007 19 3.5000000000000004 2.5000000000000004 2.5000000000000004
decision_type=1 1 9 2 9 2 9 2 1 1 2 9 1 1 1 2 9 2 1 2 1 1 1 9 2 1 2 2 2 2 2 9 2 2 2 9 2 2 2
left_child=1 2 3 -1 -3 34 7 8 30 36 11 -10 14 29 16 20 17 19 -19 -8 22 -22 -16 -17 25 -18 35 31 -11 -14 -2 -15 -25 -4 -6 -12 37 38 -9
right_child=6 4 33 -5 5 -7 12 9 10 28 26 -13 13 27 15 23 24 18 -20 -21 21 -23 -24 32 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.01290930441529909 0 -0.0089485344104655393 0.027669203767287594 -0.028002930869881849 0 0.0030659432245883698 -0.0065564679778726395 0.018912063372964694 -0.018714065834786141 0 0 0.010334619447776324 0 -0.0022887195224965649 0 0.014890065087661481 -0.00023858032025630014 0.040728130225486464 -0.0075207365805036192 0.0051551233255874435 -0.0094102292155999641 0.0067971276421005897 -0.024220622052839844 0 0 0.0074772025383416114 0 0 0 0 -0.019859596364235749 0 0 0 -0.0082211315608835961 -0.002872198263704238 0.0098071969227366135 0.0055813903501345206
leaf_weight=5.4365629372478024 41.17259387204831 12.408111363634815 6.2387189361324991 23.06667798163835 51.687050788066699 0.789758047205395 276.96401888573746 41.683113250423048 61.738519568527408 85.605755082477117 3.7343388793815393 19.512347534342553 3.5327267240354558 0.34766242242767476 680.24146094116441 10.298497316820429 235.2708369575339 10.845800331124337 8.8472283331793733 386.77474591859209 449.18812981286464 445.92791386981116 951.12356162990909 70.964891911564337 5.9756139154778785 2.4722066865942898 1.6325872617890116 0.03216593258548428 1.161446185724343 3.6751419338252163 5.891208165412535 17.390668490086693 1.6222900207212649 0.56228841113625083 0.81581654015462746 24.260979055063224 34.83285676354717 24.627796709974064 7.8795240261824793
leaf_count=4837 34839 14270 6403 10770 36716 785 139474 48111 64924 129253 4457 16860 3856 375 342192 10816 236652 1679 982 115429 327672 394492 729770 43222 5970 1903 1248 34 1193 2714 6982 18817 2184 525 997 23106 38467 31649 10044
internal_value=0 -0.00600289 0.0111986 0.0193258 -0.0188243 -0.0230266 0.0003016 -0.00327699 0.00211986 -0.0088076 0.00998734 0.0150324 0.000772778 -0.00907309 0.00100434 0.000112992 0.00308393 -0.000443565 0.0256058 -0.00272915 0.00107081 -0.00189259 0.00288219 -0.0189407 0.012701 0.0142007 0 -0.0151938 -0.0164052 0.00167193 -0.00928589 -0.0204141 -0.0213855 -0.00385843 -0.0275042 -0.0069319 0 0.0026603 0
internal_weight=0 101.005 35.3042 28.5032 65.7007 53.2926 3915.23 353.733 157.943 195.79 110.879 81.2509 3561.5 24.9784 3536.52 2609.37 927.15 683.432 19.693 663.739 2526.48 895.116 1631.37 82.8857 243.719 237.743 29.6279 17.7705 86.7672 7.20787 47.0638 17.7383 72.5872 6.80101 52.5029 27.9953 109.023 74.1904 49.5626
internal_count=2864669 75303 22535 15607 52768 38498 2789366 411133 152416 258717 110595 81784 2378233 25796 2352437 1850348 502089 257564 2661 254903 1794126 722164 1071962 56222 244525 238555 28811 19226 130446 6570 41821 19192 45406 6928 37713 27563 128271 89804 58155
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=8 36 10504312 8435849 19972105 609 563 2113536 1 322 9 590064 2 2 596 532 856848 1 32 8
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=40
num_cat=20
split_feature=11 3 1 2 9 0 2 9 2 9 0 0 6 9 3 3 2 0 0 3 0 1 2 2 0 1 3 3 0 2 1 1 2 0 3 0 3 3 2
split_gain=0.487088 0.432246 0.385435 1.61209 1.12263 1.76567 1.08369 2.44225 0.819974 0.777299 0.766955 0.784516 0.70982 0.999275 1.06927 0.984258 2.24778 0.747887 0.701767 0.805693 0.696617 0.686 0.603995 0.570458 0.569572 0.545493 0.495528 0.453391 0.995598 1.18971 1.13308 0.956969 1.27333 1.14703 0.416451 0.422828 0.373358 0.349141 0.280188
threshold=0 6.5000000000000009 1 2 3 1.0000000180025095e-35 4 5 6 7 29.500000000000004 1.0000000180025095e-35 8 9 1.0000000180025095e-35 1.0000000180025095e-35 10 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 3.5000000000000004 11 12 13 2.5000000000000004 14 4.5000000000000009 3.5000000000000004 1.5000000000000002 15 16 17 18 20.500000000000004 3.5000000000000004 3.5000000000000004 14.500000000000002 24.500000000000004 19
decision_type=9 2 1 9 1 2 9 1 9 1 2 2 1 1 2 2 9 2 2 2 2 1 9 9 2 1 2 2 2 9 1 1 9 2 2 2 2 2 9
left_child=2 38 6 4 5 21 7 10 25 18 11 -1 13 14 22 17 -17 -15 19 -5 -16 -4 -8 24 36 -7 -13 31 30 -30 -29 32 -11 -33 -25 -36 -14 -23 -2
right_child=1 -3 3 9 -6 8 12 -9 -10 27 -12 26 23 15 20 16 -18 -19 -20 -21 -22 37 -24 34 -26 -27 -28 28 29 -31 -32 33 -34 -35 35 -37 -38 -39 -40
leaf_value=0.001436666731024604 0.013669743464007678 0 0 -0.019126343445687158 -0.0088097070283419312 0 0.016637823555816885 -0.0093183941690375902 -0.00023932779195374155 0.013931088939138246 -9.8324913672133573e-05 0.019270955693673042 -0.014442990108855214 0.0012422649174022224 -0.0093698490074215178 0.01066404208372445 -0.0064534299507784457 -0.0050608020917260717 0 0 0.0075684000008270887 -0.01854141121234204 0 -0.002047299768621677 0 0.01540503826504536 0 0.0080488644707602773 0.0024495790329942769 -0.013446950975233322 -0.0061253409228491469 -0.001075678797227163 0.0013645763205307265 0.013971391690670486 0.011180442515612858 0 0 0 0
leaf_weight=100.08145394204621 24.041834530100459 1.8611000518430945 16.67053975208546 31.709112811957311 344.75505989235535 12.694832436172874 67.369033438837505 30.5482509622816 27.153615800845728 93.366641446875292 3.0305862386303479 111.56488983144664 70.492332685054862 238.95272956535337 25.117554768890841 182.38474872121878 63.637365119575406 351.78083216329105 4.4680995617673025 3.9583302566898046 7.1359800390782757 32.600604141887743 5.2705707516870453 420.65362782371813 10.120362019893944 62.213792895883671 10.36660817498341 93.238551506568911 21.483825499817613 85.771023369670729 43.070946758387436 924.64178366510532 440.11983273191436 23.102944259735523 23.013480101508325 7.0492806208203538 0.68876242858823289 0.018402129440800219 1.6101590767211806
leaf_count=122141 11850 1734 20988 23599 387055 14532 16601 32946 32745 86258 3343 100049 70553 96416 23909 119638 65926 73254 3327 4114 3307 31480 5199 198531 12133 69547 10495 97750 24444 70580 45992 672161 279387 10417 17030 2181 1069 17 1441
internal_value=0 0.00917608 -8.38281e-05 -0.00100185 -0.00584049 0 0.000942923 0.00648179 0.00824142 0.000291334 0.0108411 0.0126049 0 0.00147005 0.00913555 0 0.00508185 -0.00209109 -0.00905033 -0.0148685 0 -0.0104671 0.0151897 -0.00298223 -0.00934035 0.0122223 0.0177035 0.000878907 -0.00247491 -0.00903886 0.00158488 0.0016729 0.00490526 0 -0.000495332 0.00631931 -0.0130491 -0.0146318 0.012833
internal_weight=0 27.5131 3990.3 2261.04 496.107 151.352 1729.26 255.592 102.062 1764.93 225.044 222.013 1473.67 941.649 104.893 836.756 246.022 590.734 40.1355 35.6674 32.2535 49.2895 72.6396 532.018 81.3015 74.9086 121.931 1724.8 243.564 107.255 136.309 1481.23 533.486 947.745 450.716 30.0628 71.1811 32.619 25.652
internal_count=2864139 15025 2849114 1874393 556364 169309 974721 268974 116824 1318029 236028 232685 705747 404250 49016 355234 185564 169670 31040 27713 27216 52485 21800 301497 83755 84079 110544 1286989 238766 95024 143742 1048223 365645 682578 217742 19211 71622 31497 13291
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=1 7 3439107 6 32263 3 2370048 8 2 12 8454248 264 2883936 9503016 256 8978464 456 560 12649740 8653274
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=40
num_cat=25
split_feature=2 3 12 1 0 2 9 1 1 9 1 1 2 1 1 0 3 0 2 2 3 0 11 0 9 1 0 0 2 1 3 0 2 8 3 3 4 9 2
split_gain=0.428894 0.649588 0.603809 0.872753 0.526253 2.92817 2.7649 3.64039 2.79742 1.88071 4.30785 2.51861 1.37515 3.47691 1.91223 4.71799 2.40122 1.48517 1.39574 1.05299 1.01411 0.821939 0.799141 0.698876 0.756921 0.679839 0.653545 0.422253 0.420101 0.389369 0.384099 0.309763 0.287044 0.25709 0.234136 0.214711 0.183909 0.171037 0.139105
threshold=0 2.5000000000000004 1 2 1.0000000180025095e-35 3 4 5 6 7 8 9 10 11 12 20.500000000000004 2.5000000000000004 9.5000000000000018 13 14 8.5000000000000018 42.500000000000007 15 9.5000000000000018 16 17 19.500000000000004 24.500000000000004 18 19 13.500000000000002 4.5000000000000009 20 21 15.500000000000002 6.5000000000000009 22 23 24
decision_type=9 2 1 1 2 9 1 1 1 1 1 1 9 1 1 2 2 2 9 9 2 2 9 2 1 1 2 2 9 1 2 2 9 1 2 2 1 1 9
left_child=1 36 4 31 5 9 7 29 -8 10 28 35 13 23 15 19 17 -16 -18 -14 26 -17 -10 24 -6 -13 -15 -25 -2 -7 32 -4 -5 34 -3 -11 37 -1 -12
right_child=2 33 3 30 12 6 8 -9 22 11 38 25 14 20 16 21 18 -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 0 -0.018227471508588607 0.0097134542725638272 0 0.001507001872748693 0.0088611463134179794 0.001049624632161375 -0.011233912925312017 -0.025160670830936555 -0.0091408672038226363 0 0.008642013110270963 0 0.017409852761906194 0.0013505645653210502 0.02733394144087737 0.012933650003454819 -0.008414533277310848 -0.0005269082472503365 -0.010619435857580489 0 0 0 0.012008815879376411 -0.0087825595314271181 0 0 0 -0.0086921493045673277 0 0 0 -0.020266873603531004 0 0 0 0.0067820272520091422 -0.0052767863969940968 0.018497297926579028
leaf_weight=8.6362439925214858 7.0892957322212169 17.690231312211839 3.7224859157431638 0.30560475071251858 39.782698197828722 160.19135959964115 43.115494299279817 159.35658328307909 123.60866718569741 223.73488499016821 3.9347039674612461 144.82773783153971 84.988732667785371 206.66115196878673 1178.3738340739001 16.735058371705239 224.0466547594915 148.62709252136119 56.469479196923203 352.582340571651 4.8393835198949082 1.4333134718181089 0.42924078649957564 13.73863127124787 133.15183338485076 296.20933443008107 3.6193778417655258 4.0925788214954073 73.747600459159003 58.56604880119994 0.034270524542079239 3.7133300343775772 17.683840675803378 0.20838443153479858 0.36236042936798085 2.9177746409841339 3.7130281788668063 31.784721337542578 160.62113649713137
leaf_count=12284 6448 48456 4026 348 40319 175373 42462 159967 136240 152223 5209 106351 98436 201044 533917 3361 161248 76232 64643 169588 5314 1976 450 14657 134124 186793 3761 4911 48867 58668 35 2797 19177 296 410 3248 10007 50572 119974
internal_value=0 -0.00625267 0.000269641 -0.00986217 0.000486069 -0.000887214 -0.00656973 -0.000536779 -0.0160297 0.00233407 0.00917829 -0.000134031 0.00141813 0.00647907 0.000168869 -0.00511963 0.00193818 0 0.00986827 -0.00849504 0.0143995 0.023543 -0.0226036 -0.00210031 -0.00542285 0.00377628 0.0164723 0.00660247 -0.00577463 0.00662829 -0.0155638 0.00118308 -0.0208304 -0.0150508 -0.0167634 -0.00829312 0 -0.00202382 0.0176832
internal_weight=0 62.395 3952.95 25.4595 3927.49 1458.35 545.267 378.114 167.153 913.082 245.393 667.69 2469.14 405.886 2063.26 455.739 1607.52 1327 280.516 437.571 215.12 18.1684 124.038 190.766 172.935 441.037 210.281 17.8312 80.8369 218.757 18.0237 7.43582 17.9894 18.261 18.0526 226.653 44.134 40.421 164.556
internal_count=2864212 122025 2742187 26383 2715804 1202273 573160 394008 179152 629113 180498 448615 1513531 404130 1109401 273361 836040 610149 225891 268024 210119 5337 136690 194011 174443 293144 204805 19568 55315 234041 19560 6823 19525 49162 48866 155471 72863 62856 125183
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=22036481 1 322 8958164 1 677 26 6 42 84 328492 228 776 2108482 8915088 1 2 552 8912916 161 32 1 2 10 36864
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=40
num_cat=26
split_feature=11 3 3 6 2 1 2 0 1 1 0 1 2 2 1 0 1 2 2 2 3 1 1 9 1 2 2 2 12 3 1 0 0 2 0 6 0 0 0
split_gain=0.406787 0.406387 0.362833 3.59278 5.74585 5.44592 3.38049 2.9748 3.08141 2.57919 2.45727 4.76856 2.44519 2.26902 2.55759 2.05435 2.33152 3.52495 2.68967 2.02333 2.33583 1.80187 1.4872 1.40856 1.37851 2.30398 1.54994 1.35723 1.39849 1.35249 1.2706 1.13792 1.08546 0.876786 0.847393 0.820714 0.671123 0.650464 0.531372
threshold=0 6.5000000000000009 1.0000000180025095e-35 1 2 3 4 5.5000000000000009 5 6 2.5000000000000004 7 8 9 10 1.0000000180025095e-35 11 12 13 14 1.5000000000000002 15 16 17 18 19 20 21 22 1.5000000000000002 23 3.5000000000000004 9.5000000000000018 24 1.0000000180025095e-35 25 7.5000000000000009 9.5000000000000018 6.5000000000000009
decision_type=9 2 2 1 9 1 9 2 1 1 2 1 9 9 1 2 1 9 9 9 2 1 1 1 1 9 9 9 1 2 1 2 2 9 2 1 2 2 2
left_child=2 -2 6 4 9 19 10 12 23 34 11 -1 24 30 31 16 17 -6 -18 -5 -21 -14 -12 -9 25 -8 -26 28 -17 -29 36 -15 38 -34 -4 -25 -7 -16 -10
right_child=1 -3 3 5 15 13 7 8 32 -11 22 -13 21 14 37 27 18 -19 -20 20 -22 -23 -24 35 26 -27 -28 29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.004822878693872522 0.0120404971319836 0 -0.0056550206463421571 -0.001260095414526716 0.008845880871074378 0.014422274073682066 0.0085006510887613625 -0.0025555213658304079 -0.00040876725894509132 -0.018757974620566671 -0.013460678938975257 0.025904358594206773 0 0.005403940961272973 -0.020875903314882656 0.014378462264667716 0.017614631802761061 -0.01877838341411802 -0.0018399565315484233 0 0.026357855139316141 -0.020137946513806355 0.0062457443377520391 0.0056814415503136564 0.0031619189109078892 -0.0067915288650742109 -0.0088737040940319919 -0.0077990466308680718 -0.0035484200109372264 0.0067239658441298547 -0.0061661652059304692 -0.011760947076069906 0.0022733840765624558 -0.013988163062917182 0.0096785092772711315 0.031454720096144466 0 0 0.0093969691765884451
leaf_weight=42.98094049514475 26.040033273719022 1.8940132613060985 22.988530097645707 75.153084411489544 27.976371382719663 44.275324790796731 67.784286284921109 4.0833532105607446 27.87908360621077 124.89028995261469 24.665860651963158 118.01693764795345 67.274821548366162 80.941725193471939 285.55877112068993 364.94359421312402 71.360071440074535 91.631797598834964 123.90798919452936 21.862356921439641 54.634303059530794 88.947601433115778 41.822045719760354 78.447232060163515 843.00313046389056 559.97581025752879 74.081178051601455 63.21196939983929 8.3583839428756601 146.00845187778759 89.994291204136971 28.844915331923403 2.0429084771021735 52.194005939440103 43.828158397096558 49.115814908655011 5.3671684413857284 22.638317399738298 47.957373639161233
leaf_count=37916 13395 1741 18947 61617 31273 47732 84441 1722 8259 178798 22035 120064 61594 88000 279836 235708 70885 95356 115452 22786 51848 93645 36524 19227 304284 231220 73867 65453 7464 151875 93735 21204 2720 13832 48427 15577 5596 17137 12951
internal_value=0 0.00837183 -4.3046e-05 -0.00115313 0.00224325 -0.00665357 0.000736564 -0.000548406 0.00859354 -0.0115582 0.0113416 0.0177652 -0.00225598 -0.0112386 -0.0147365 0.00585508 0 -0.00983986 0.00578057 0.00781448 0.0166764 -0.0128751 -0.000615692 0.0174315 -0.000680732 -0.00428075 0.00154601 0.00930428 0.0126846 0.000628 0 0 -0.0010886 -0.0106135 0.00107563 0.0203189 0.00930613 -0.0191172 0.00386355
internal_weight=0 27.934 3988.65 1798.38 1089.11 709.27 2190.27 1962.79 261.72 191.707 227.486 160.998 1701.07 557.621 417.984 897.399 314.876 119.608 195.268 151.65 76.4967 156.222 66.4879 131.646 1544.84 627.76 917.084 582.522 373.302 209.22 139.637 109.787 130.073 54.2369 66.8167 127.563 49.6425 308.197 75.8365
internal_count=2864143 15136 2849007 1709129 1019638 689491 1139878 923339 74288 246172 216539 157980 849051 553240 406177 773466 312966 126629 186337 136251 74634 155239 58559 36526 693812 315661 378151 460500 243172 217328 147063 109204 37762 16552 67374 34804 53328 296973 21210
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 2 7880723 513 2712836 203 193 801 25430098 4725296 66 833 8691876 8390412 2691656 275 210 8 387 264192 16777298 74592 1 60 8388632 2
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=40
num_cat=21
split_feature=8 2 1 6 2 9 1 2 0 2 3 1 2 2 3 0 0 0 2 7 0 0 5 3 9 2 0 3 3 1 5 3 12 3 0 0 0 9 3
split_gain=0.372268 4.81773 2.65767 0.670603 0.44386 0.468021 2.47999 1.00674 0.93119 0.590729 0.63802 0.555149 2.5421 1.94903 1.90745 1.51033 1.26834 1.19982 1.9988 1.60006 1.04736 0.678605 0.390251 0.417175 0.306906 0.288099 0.262706 0.383048 0.262063 0.246289 0.263648 0.214023 0.206965 0.210242 0.171236 0.141662 0.0970768 0.0893699 0.0748823
threshold=0 1 2 3 4 5 6 7 1.0000000180025095e-35 8 7.5000000000000009 9 10 11 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 17.500000000000004 12 13 1.5000000000000002 1.0000000180025095e-35 14 5.5000000000000009 15 16 12.500000000000002 1.0000000180025095e-35 7.5000000000000009 17 18 14.500000000000002 19 7.5000000000000009 14.500000000000002 35.500000000000007 93.500000000000014 20 2.5000000000000004
decision_type=1 9 1 1 9 1 1 9 2 9 2 1 9 9 2 2 2 2 9 1 2 2 1 2 1 9 2 2 2 1 1 2 1 2 2 2 2 1 2
left_child=4 2 -2 26 24 6 7 8 -6 -8 35 12 22 14 15 -13 21 19 -19 -14 -16 -15 28 -24 -1 -18 27 -4 -7 -3 -31 -29 33 -26 -9 -11 -10 38 -5
right_child=1 29 3 37 5 11 9 34 36 10 -12 13 17 16 20 -17 25 18 -20 -21 -22 -23 23 -25 32 -27 -28 31 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0025437561311683933 0 0 0 0 0.012433483745037555 0 -0.007956232997362379 0.022529959637241082 -0.02446214160444667 0 0 -0.0021245675390248859 -0.0040801924660373535 0.0061891234165366198 0.023615427294336341 0 0.021831782120895732 -0.0048638939565841793 0.0088260285152875102 -0.0064429904612816535 0 -0.0016974189440151785 0.0098603328766430094 -0.012731425731404509 -0.017844378820327782 0 0.039535315809544072 0 -0.024672855212894071 0 0 0 0 0 0 0 -0.001196916013056577 0.0069120906318740462
leaf_weight=14.307177647227943 17.40573911651154 2.6521814422740135 0.41435050338623725 2.5389996585727186 4.911715901442224 212.67742283593543 11.557239371519243 5.8482938108209046 22.829157939762812 47.879386126260215 0.69462858012411643 35.35816818789317 1255.5123952560461 608.3213422810004 110.28352291953343 54.085158873524051 2.5224398754362483 22.622419400780927 9.3872077348642033 113.38274951497442 92.855254593261634 1152.2354268063355 66.612528206234856 10.044611364472074 51.341326079224018 23.139215633942516 1.1295508825860441 27.938286643577161 4.7825047353690016 16.446188380185049 1.6432819269248344 0.22745083243353192 0.064107000136572334 1.2067768711422093 0.57131542725255702 0.80359427485382084 0.195682029472663 4.5230383525195057 7.393854124675272
leaf_count=25501 14452 2895 141 1476 3951 216871 13150 6056 9704 33716 688 34965 721845 519006 118823 48504 2482 2932 8559 48865 90887 692109 70494 10445 99102 17058 460 13533 4563 16365 1611 164 134 1559 472 935 290 3743 5888
internal_value=0 0.00570532 0.0188683 0.0280697 -0.00012979 0 -0.00572958 0.00721261 0.0144063 -0.0159654 -0.0196367 0.000250265 0.00163152 -0.000743935 0.0060896 0.0163141 -0.00213641 -2.6867e-05 0.0133357 -0.00083327 0 -0.00146458 0.00948598 0 -0.00649141 -0.0175909 0.0370497 0.0379999 0.0118749 -0.016063 -0.0191147 0.0389889 -0.00931699 -0.0115867 -0.00306797 -0.0239642 0.0220775 0 0.00407684
internal_weight=0 82.3129 61.5713 44.1655 3936.03 3869.11 95.291 34.3562 27.9366 60.9348 49.3776 3773.82 1695.02 2078.8 292.582 89.4433 1786.22 1400.9 32.0096 1368.9 203.139 1760.56 294.117 76.6571 66.9194 25.6617 29.7096 28.5801 217.46 20.7417 18.0895 28.1657 52.6122 52.5481 6.41961 48.683 23.0248 14.4559 9.93285
internal_count=2864394 60728 39857 25405 2803666 2677370 68962 20473 13945 48489 35339 2608408 1084574 1523834 293179 83469 1230655 782201 11491 770710 209710 1211115 302373 80939 126296 19540 14298 13838 221434 20871 17976 13697 100795 100661 6528 34651 9994 11107 7364
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=1 10865376 777 2 17874944 8 36 10487928 8398985 267 4469639 8979484 2097216 1 2 10 2359808 64 2 1 1
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=40
num_cat=29
split_feature=12 0 2 0 1 2 2 1 9 0 8 1 9 0 3 9 3 1 9 2 2 1 9 1 6 9 2 2 7 7 2 3 9 1 0 2 0 6 3
split_gain=0.355291 1.08082 0.43824 1.77474 3.37329 2.24473 1.38346 1.69561 1.30326 1.55869 1.27697 3.65607 1.16435 1.15098 1.05611 0.906013 0.767834 2.25036 1.77516 2.35919 1.1204 2.27741 1.26892 1.06427 5.58039 4.41779 0.967124 0.83832 0.760795 0.76022 0.658921 0.862979 0.518502 0.383151 0.379682 0.375283 0.344503 0.318311 0.300987
threshold=0 3.5000000000000004 1 1.0000000180025095e-35 2 3 4 5 6 9.5000000000000018 7 8 9 12.500000000000002 1.0000000180025095e-35 10 1.5000000000000002 11 12 13 14 15 16 17 18 19 20 21 22 23 24 1.0000000180025095e-35 25 26 1.5000000000000002 27 6.5000000000000009 28 6.5000000000000009
decision_type=1 2 9 2 1 9 9 1 1 2 1 1 1 2 2 1 2 1 1 9 9 1 1 1 1 1 9 9 1 1 9 2 1 1 2 9 2 1 2
left_child=2 -2 10 4 5 15 7 14 9 -9 16 35 -13 -14 37 38 20 26 19 -19 23 22 -22 25 -25 -1 28 -20 -18 -23 -6 -32 -33 -8 -28 -12 -16 -5 -4
right_child=1 -3 3 6 30 -7 33 8 -10 -11 11 12 13 -15 36 -17 17 18 27 -21 21 29 -24 24 -26 -27 34 -29 -30 -31 31 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0084059053350117926 0.0010532037075125997 -0.018190806940831018 0.019401694044651023 0.0088221076619034982 0 -0.0064601040749111514 0 0.013415648040662576 -0.002155810307233596 -0.0023274978933104495 0 0 0.035199163531113298 0 -0.0092996104018842254 0 0.018045745911822595 -0.0023669359905024753 -0.0099655097364032066 0.019537483326542163 0.0094500978549413011 -0.01822470991610501 -0.0070867705476687073 -0.0022358253962646312 0.0116490538840374 -0.0077426350330030008 0 1.6396939828984487e-05 0 0 -0.0017472241042690269 0 -0.021347692633873733 -0.01193486045368488 0.0061514570719805916 -0.013121429029032759 0 0 0
leaf_weight=195.45807976974174 12.545570927097289 12.778336786068392 67.132958534386489 37.981199429181288 37.643885855504777 71.167995383082598 6.044984210486291 266.88782467778219 50.906273917789804 31.364432778616901 1.9631555763771757 3.9344238543417305 38.644759547401918 1.4491858624969598 123.19699294347811 29.645570292097545 113.94936107302783 74.59587112806912 190.56375752858003 35.277052264980739 71.433397085755132 103.26090942662995 26.71532013927208 836.25104834946978 391.03530161005619 505.91953846764955 154.36270376450557 53.962538366504305 7.5779580133967093 8.5076113588656863 81.926972932007629 13.074153461166134 122.68405934461771 46.286200033937348 127.75045614726696 15.191190357523737 19.762427762063453 23.595620502972452 3.4715282377728718
leaf_count=106987 14888 11527 78015 42672 28226 72595 7455 248995 49297 24642 2344 2378 20996 694 125468 35600 112530 68076 163509 37808 75300 104806 28272 257478 154193 254970 165055 58593 8091 8919 93465 17221 163674 74628 85904 11047 20579 24059 3311
internal_value=0 -0.0078332 0.000199114 -0.00143658 -0.00632275 0.00309201 0.0016458 0.00367413 0.00782237 0.0104659 0.000881205 0.0126642 0.0235092 0.0283466 -0.00230162 0.0119206 0.000405561 0.00312944 -0.00201994 0.00600164 -0.000451538 -0.00680007 0.00202869 0.000213474 0.00210519 -0.00262702 0.00803079 -0.00701568 0.0151017 -0.015021 -0.0130079 -0.0150429 -0.0203959 -0.00903853 0.00255641 -0.00911021 -0.00752882 0.00479762 0.0166113
internal_weight=0 25.3239 3990.58 1032.77 426.747 171.418 606.026 553.695 349.159 298.252 2957.8 61.1827 44.0284 40.0939 204.536 100.25 2896.62 758.04 354.399 109.873 2138.58 209.917 98.1487 1928.66 1227.29 701.378 403.64 244.526 121.527 111.769 255.329 217.685 135.758 52.3312 282.113 17.1543 142.959 61.5768 70.6045
internal_count=2864267 26415 2837852 1109902 492107 189521 617795 535712 322934 273637 1727950 37459 24068 21690 212778 116926 1690491 699566 327986 105884 990925 217297 103572 773628 411671 361957 371580 222102 120621 113725 302586 274360 180895 82083 250959 13391 146047 66731 81326
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 8497878 180 541960 6554920 448 3 1 777 4 9 345 6 8388816 67668 267 9 209 2 6 32914 2130 1 1 23072769 4 448 34816 2
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=40
num_cat=24
split_feature=11 2 2 1 9 1 0 2 3 1 2 1 0 3 2 1 3 9 2 2 0 3 2 0 0 2 1 7 9 3 1 9 0 9 1 3 3 0 0
split_gain=0.321636 0.415377 0.373327 1.27795 1.37414 4.47396 3.95199 1.59035 1.56579 1.4798 1.39943 1.14973 0.916703 0.961325 0.997947 0.915437 2.65038 1.0568 2.65527 1.89859 1.32185 0.869038 0.864865 0.836862 0.818442 0.812728 2.34892 1.3195 2.33645 1.40384 0.984769 0.85789 1.57343 0.728632 0.844078 0.726828 0.629632 0.564214 0.520963
threshold=0 1 2 3 4 5 2.5000000000000004 6 1.0000000180025095e-35 7 8 9 2.5000000000000004 2.5000000000000004 10 11 2.5000000000000004 12 13 14 4.5000000000000009 2.5000000000000004 15 4.5000000000000009 16.500000000000004 16 17 18 19 3.5000000000000004 20 21 5.5000000000000009 22 23 4.5000000000000009 2.5000000000000004 14.500000000000002 16.500000000000004
decision_type=9 9 9 1 1 1 2 9 2 1 9 1 2 2 9 1 2 1 9 9 2 2 9 2 2 9 1 1 1 2 1 1 2 1 1 2 2 2 2
left_child=2 -2 15 12 7 6 10 9 -7 21 -6 36 13 14 -4 16 17 18 -1 24 -21 -5 -18 -20 -19 26 31 28 30 -30 -27 32 -17 -29 -35 -13 -9 -24 -10
right_child=1 -3 3 4 5 8 -8 11 38 -11 -12 35 -14 -15 -16 25 22 19 23 20 -22 -23 37 -25 -26 27 -28 33 29 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0.016745575598231317 0.010973875821148209 0 0.020199254115537545 0 0.022782351876966214 0 -0.015061422773926173 0.0098470717159361912 -0.026985814065137288 -0.0030958121425981649 -0.00011979827338284805 -0.012441875766670552 -0.0033747429852426947 0 0 0.016863834497268439 -0.00023734142388777822 -0.025739751580154149 -0.00177485931909761 0.0039578648803576828 -0.012969648373130201 0.017498392664322616 0.014551846275285225 0.0063508246533187183 0 -0.00089074969784334261 -0.011827687662949567 0 -0.0015834613134061691 -0.013915854766251262 0.0099677337808870784 -0.0031128586982212833 -0.0033082213425295499 0.015252185762767715 0 0 -0.0030230042458861961 0 0
leaf_weight=66.184143153295736 21.084847335951054 7.3667434602975872 36.53346023008271 93.003024915895367 47.947319587903621 49.151826131128473 20.605030803853879 35.534782677270414 98.689721805683803 86.900513355547446 13.060716115272951 164.04455886117648 59.991416692326311 66.918749723754445 82.624222656995698 61.53008776120987 16.130528448840778 29.220597458421256 611.04187908720269 162.76214915246237 30.631532528350363 65.291274800772953 209.58831259697763 127.42094408495177 1.4849983986350697 56.602816118247574 185.5224260489922 27.635365510112024 996.98142222677416 88.278705010568956 196.52654541010997 36.353922999871429 17.55459694028832 84.779087673028698 28.706365522259148 10.424864795866595 17.425397643237375 3.7224752463807809 2.3231886905487036
leaf_count=71210 8884 6432 38401 84823 47448 44840 23073 34200 103561 88522 21614 179598 69760 73888 79910 60325 19686 32697 343217 92637 13601 70095 174542 48108 1455 27327 191850 9221 478059 82489 116312 38205 18338 18144 15541 14948 16747 2476 2468
internal_value=0 0.00740187 -5.88747e-05 -0.00180768 -0.00412712 -0.00988935 0.00522235 -0.000164906 -0.0190509 0.00445739 0.0186499 -0.00619138 0.00343201 0.00733762 0.0119351 0.000407264 0.00249787 0 0.00194177 -0.00528737 0 0.00990489 0.0115594 0 -0.0194178 -0.000927716 -0.00533451 0 -0.000950424 -0.0031745 0.00672599 0.00352903 0.00912147 0.00835976 0.0111977 -0.0100607 0.00217253 0.0130761 -0.0259915
internal_weight=0 28.4516 3989.13 950.47 704.402 231.778 81.6131 472.624 150.165 245.195 61.008 227.43 246.068 186.076 119.158 3038.66 1258.19 1028.75 804.647 224.099 193.394 158.294 229.441 738.463 30.7056 1780.47 300.961 1479.51 1338.39 1085.26 253.129 115.439 79.0847 141.121 113.485 174.469 52.9602 213.311 101.013
internal_count=2864652 15316 2849336 993896 731937 243004 92135 488933 150869 243440 69062 245493 261959 192199 118311 1855440 799629 602925 462535 140390 106238 154918 196704 391325 34152 1055811 308718 747093 704187 560548 143639 116868 78663 42906 33685 194546 50947 177018 106029
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 8653272 638566 772 1 26 12583305 169 10748184 192 16528 163 5 518 38402 516 68610 80 1 2 520 9 2 12
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=40
num_cat=24
split_feature=11 2 3 1 9 2 2 1 2 6 0 3 0 2 2 0 1 2 0 1 1 1 0 1 0 1 0 1 9 2 0 2 3 0 7 0 3 0 2
split_gain=0.300777 0.382192 0.277994 2.9006 4.97604 3.56752 3.13471 3.29594 2.68285 2.6273 2.77065 3.89957 2.95944 2.44189 2.34819 2.31235 2.54201 2.12216 1.99739 4.11787 1.85695 1.60423 1.52585 1.4217 1.26649 3.55705 3.979 1.54741 1.26149 0.918659 0.884058 0.838653 0.71683 0.715181 0.672155 0.456618 0.438146 1.33654 0.745784
threshold=0 1 1.0000000180025095e-35 2 3 4 5 6 7 8 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 9 10 5.5000000000000009 11 12 1.0000000180025095e-35 13 14 15 1.5000000000000002 16 2.5000000000000004 17 1.0000000180025095e-35 18 19 20 9.5000000000000018 21 10.500000000000002 32.500000000000007 22 6.5000000000000009 2.5000000000000004 5.5000000000000009 23
decision_type=9 9 2 1 1 9 9 1 9 1 2 2 2 9 9 2 1 9 2 1 1 1 2 1 2 1 2 1 1 9 2 9 2 2 1 2 2 2 9
left_child=2 -2 13 4 5 33 7 -5 -6 14 12 -12 -11 24 22 17 28 18 23 -20 -16 -19 -8 -15 25 -1 -27 -26 -17 -30 35 -32 -9 34 -4 -18 37 -7 -38
right_child=1 -3 3 6 8 36 9 32 -10 10 11 -13 -14 15 20 16 30 21 19 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31 31 -33 -34 -35 -36 -37 38 -39 -40
leaf_value=-0.0044362795261824661 0.010526864577063304 0 0.018597385870641879 0.00027173891003879811 0.0046266226390868533 -0.012129629299528204 0.015706248393823754 -0.02823780509986884 -0.019099845247693741 -0.010811933080289091 -0.03315529951541675 0 0.0068582710549176728 -0.0026535890857976967 -0.011040757155869661 -0.0024469565422903729 -0.00054295214562732495 0 0.001450984097302651 -0.011637893345291356 0.0015860517674109237 -0.018883956451559179 0 0.0061956512957779854 -0.01252206402801581 0 0.037589794186171005 0.008232145969902023 0.020766376985939645 0 0.0023322917064319657 -0.013304584210544394 0 0 0 0.0084195093994581353 0.0078661292911835438 0.0072156007783424686 -0.0048836212157224047
leaf_weight=42.645406393174198 21.327720581481117 7.2711214945884448 253.57786243412556 55.70300605148077 35.486205378445447 72.387556317262352 137.62676167207974 92.538114520069939 79.752975531606353 151.56709536897688 53.550619999252376 54.162400484870886 157.02747148342314 197.98292395416502 116.13763471828133 4.0362007460207678 27.954687320627272 67.205524085227808 524.13393844243546 351.7451424580504 337.01530315865239 86.954882557427482 89.382923763121653 478.75832612957311 23.972353153279983 62.599095186844352 52.830890514393104 40.319569987230352 121.05479622601706 9.3383884035865758 2.0186932348296978 51.490606319945073 0.81714851563447055 1.9123203788476519 11.737715529074192 48.642530159384478 68.41137382024317 10.095985311985713 17.817512229492422
leaf_count=37674 8915 6390 210035 63488 36613 75729 130774 138741 76938 175466 36697 41673 144742 140920 110652 1738 8294 64547 143349 148256 251378 93105 99712 268096 21315 61924 56378 34737 26315 9547 2697 14040 772 2557 7233 13212 70964 10485 18226
internal_value=0 0.00712415 -9.15168e-05 -0.0010663 0.00453775 0.00970844 -0.00383534 -0.0159525 -0.0105516 -0.00142062 -0.0075692 -0.0195899 -0.00112349 0.000575569 0.00206107 -0.000479979 0.00751268 -0.00200264 -0.000538736 -0.00379801 -0.00167476 -0.0119496 0.00969856 0.00322966 0.00970118 0.0142769 0.0215645 0 0.0154867 0.0182465 -0.0011086 -0.00981022 -0.0250605 0.0162838 0.0175885 0.003102 -0.000393783 -0.0058018 0.00232661
internal_weight=0 28.5988 3990.39 1796.71 551.18 435.94 1245.53 149.058 115.239 1096.47 416.308 107.713 308.595 2193.68 680.163 1971.32 264.536 1706.78 1552.62 875.879 453.153 154.16 227.01 676.741 222.367 158.075 115.43 64.2919 134.429 130.393 130.107 53.5093 93.3553 267.228 265.316 76.5972 168.712 82.4835 86.2289
internal_count=2864324 15305 2849019 1702875 508780 395229 1194095 203001 113551 991094 398578 78370 320208 1146144 592516 934116 75843 858273 700621 291605 362030 157652 230486 409016 212028 155976 118302 56052 37600 35862 38243 16737 139513 219825 217268 21506 175404 86214 89190
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 8653272 641 5 14689511 3687425 112 829617 2 2704644 8455084 203 25438290 118 96 275 210 801 210 8 2666 8388632 1 362760
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=40
num_cat=18
split_feature=11 2 2 6 0 0 1 1 1 0 3 1 0 3 3 3 1 12 3 3 0 2 5 0 2 1 7 2 3 0 3 3 0 0 3 3 0 2 7
split_gain=0.258939 0.373164 0.325575 1.02176 0.861798 1.82623 2.9235 1.75493 1.52229 0.943679 0.869079 0.826578 1.36304 1.03938 0.641564 0.565179 0.512067 0.494359 0.949808 0.491878 0.474525 2.24166 2.69882 1.71743 1.57743 1.95332 1.01948 0.471731 0.570208 0.31011 0.283287 0.273567 0.263121 0.240593 0.210587 0.187801 0.178457 0.176663 0.144403
threshold=0 1 2 3 2.5000000000000004 1.0000000180025095e-35 4 5 6 14.500000000000002 8.5000000000000018 7 2.5000000000000004 12.500000000000002 1.5000000000000002 8.5000000000000018 8 9 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 10 11 14.500000000000002 12 13 14 15 14.500000000000002 12.500000000000002 6.5000000000000009 13.500000000000002 9.5000000000000018 3.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 16 17
decision_type=9 9 9 1 2 2 1 1 1 2 2 1 2 2 2 2 1 1 2 2 2 9 1 2 9 1 1 9 2 2 2 2 2 2 2 2 2 9 1
left_child=2 33 3 4 5 7 14 35 29 31 -8 19 13 -13 -7 17 27 20 -19 -5 24 23 -23 -22 26 -26 -4 28 32 30 -6 -10 -17 34 -2 -1 -21 -18 -20
right_child=1 -3 15 11 8 6 10 -9 9 -11 -12 12 -14 -15 -16 16 37 18 38 36 21 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.017319313849295897 0 0 0.0090387243327621457 0.013831724118954945 -0.010107394457993017 0.023926555884685969 -0.0093158626290540912 -0.016892534817910723 0 0 -0.016189890683642506 0.00034429004176422069 0.00088669639680851939 0.0021571681750272797 0.029476555195545342 0.0020848666413981107 0.00075957282238918152 -0.018153127474790032 0 0.013400683787153773 -0.0023748044859286167 0.015795728910362957 -0.0040738602311152254 0.0029190081276060762 -0.00965372011430452 0.0084238299057958575 0 0 0 0 0 0 0 0 0.0095747828875224761 -0.0067016076546887321 -0.0056759125578978477 0
leaf_weight=40.57906936935251 10.01654615890584 7.3349739158875336 1559.0799406972947 23.18376458932471 16.538551145960817 34.504092706752999 80.513844635437636 119.8465634033164 79.410484976462612 6.174882064733537 1.6943102658260603 147.7245827149527 39.722701955986849 1.7179172292526335 33.609282479632384 6.2886006606277078 5.0588445582252461 4.7330447514250436 17.643522885104172 19.510169333261729 214.1347072444114 795.03544043483271 59.781418320584635 27.317019759037066 122.18346122551156 324.06283023508513 127.08760597284709 3.8295179163396806 0.95097319190972474 1.5525479509669811 1.059453946945722 0.18644947829306957 0.3985363334941211 10.957142931089036 0.59017158375354561 43.908271298183536 22.510202753306658 8.7574801988957933 0.64818871367606945
leaf_count=35596 5354 6407 950870 22955 14861 36587 94535 144359 87476 6167 1869 159509 41180 2104 40504 4682 4813 6428 16994 19827 248366 217186 60494 31379 134487 323500 51931 4295 710 1213 740 166 210 2966 663 50132 23641 9075 705
internal_value=0 0.00657082 -0.000107411 -0.00203085 0.000238207 0.00317063 0.0108689 -0.00187893 -0.00595142 -0.0118073 0.0202495 -0.00684946 -0.00971008 -0.0142063 -0.00198636 0.00024096 0.0102823 0 -0.00949276 0 0.000225295 0.00195063 -0.00026948 0.00972838 -0.000537719 -0.00563736 0.000740585 0.0145965 0.0196143 0.00645887 0.0112934 -0.0161218 0.0280661 0.0100956 0.0156121 0.00601516 -0.00282249 0 -0.0171817
internal_weight=0 28.8988 3990.94 713.947 459.578 354.655 150.322 204.334 104.922 85.7718 82.2082 254.369 189.165 149.442 68.1134 3276.99 25.284 3251.71 23.0248 65.2041 3228.68 1096.27 854.817 241.452 2132.41 446.246 1686.17 11.4676 7.63811 19.1506 17.598 79.5969 6.68714 21.5639 10.6067 84.4873 42.0204 13.8163 18.2917
internal_count=2864936 15390 2849546 783421 514205 403582 173495 230087 110623 93809 96404 269216 202793 161613 77091 2066125 23785 2042340 24127 66423 2018213 557425 277680 279745 1460788 457987 1002801 9897 5602 16814 15601 87642 4892 8983 6017 85728 43468 13888 17699
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 8653272 20201865 2 180 180 129 274 53 1 4721190 2 8467540 515 1 8424514 74292 1
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=40
num_cat=20
split_feature=9 2 1 4 1 2 2 1 2 2 3 8 1 0 6 0 0 7 1 0 0 3 2 3 3 1 0 1 0 3 3 0 0 3 3 0 2 4 3
split_gain=0.234875 4.31092 4.27955 4.32417 2.541 1.66289 1.0935 1.36969 3.40291 1.66968 3.21683 1.59032 1.63506 1.38967 1.02285 1.00627 0.981021 0.896906 0.893879 0.819147 0.805198 1.35888 0.794973 0.775373 0.727196 0.712808 0.666688 0.655056 0.617621 2.62361 1.83057 0.57434 0.522768 1.18491 0.516124 0.510988 2.3693 0.71273 0.393662
threshold=0 1 2 3 4 5 6 7 8 9 1.0000000180025095e-35 10 11 18.500000000000004 12 10.500000000000002 1.0000000180025095e-35 13 14 17.500000000000004 1.5000000000000002 2.5000000000000004 15 4.5000000000000009 9.5000000000000018 16 23.500000000000004 17 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 2.5000000000000004 2.5000000000000004 5.5000000000000009 4.5000000000000009 18 19 1.5000000000000002
decision_type=1 9 1 1 1 9 9 1 9 9 2 1 1 2 1 2 2 1 1 2 2 2 9 2 2 1 2 1 2 2 2 2 2 2 2 2 9 1 2
left_child=6 2 3 31 -3 -4 14 8 13 10 16 28 15 20 25 -13 -9 35 -18 24 21 -8 -5 27 -16 32 -6 -12 30 -30 -11 34 33 -1 -2 37 -37 -10 -27
right_child=1 4 5 22 26 -7 7 9 17 11 23 12 -14 -15 19 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 38 -28 -29 29 -31 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.013499070351668649 0.023876836739606295 0.0049154752990460153 0.00798040082716674 0.0011820464250003482 -0.02412072259222842 -0.0098671754864129071 -0.0013068202831805252 -0.0025714555714533884 0 -0.001414684267731091 0 0.029090272301168698 -0.0020363333874436453 -0.00066543022790397787 -0.014838099223170776 0 -0.00084252768232922094 0.010421170138315365 0.015658804699978393 0.0010436976040112626 0.027392082016953492 0.017306836387039927 -0.014471339723794843 0 0 0 0 -0.020533937582937027 0.0022912414067042014 -0.011927696056587502 0.0058784002722607519 0 -0.0013433075708593899 -0.00066834688633600915 0 0.019717014912896496 -0.0016631801521417378 -0.0071692499564011041 -0.0097672725154707239
leaf_weight=76.590455865145486 131.42767897999875 16.227692287575337 20.191054395421816 6.4495468736058683 105.65572882068227 165.58005840099213 58.119494018523255 33.622489894740283 556.89144360437786 861.71175381323701 18.128249587585742 27.202159104708702 13.060706916599882 6.2347270342579568 122.60903247427632 1.6072543101327017 7.3954657332797069 60.247017250585486 43.804861400974914 1.6689011790731445 67.250580030289711 21.983279424297507 19.604658368392851 31.464472827035934 2.5669057355698888 63.698756938527367 4.0462717892369247 104.62496982629091 269.54166157919099 174.78437735917396 497.44553988504776 2.0162935309053855 37.888877131590561 48.514320326798043 0.98127449513412912 30.131377454381436 112.24252331905882 130.40900761824014 64.177498535893392
leaf_count=85759 63525 17192 21063 6871 120016 100550 68604 33570 351646 383910 19398 13821 11678 7428 135817 606 8800 33574 35863 1810 57408 19467 18744 32214 1890 59930 4026 108533 64661 120845 467837 1235 43995 68125 825 32196 34056 143296 63396
internal_value=0 -0.00196094 0.00335657 0.0141891 -0.0156743 -0.00552837 0.000325234 0.00105807 0.00396772 -0.000304647 -0.00761026 0.000623957 0.0152166 0.0161389 -0.00411984 0.0218236 0.00443074 0.000940693 0.0119747 -0.0107635 0.0194437 0.00440052 -0.00905648 -0.0159177 -0.0130255 0 -0.0212236 -0.0188765 0 -0.00307022 0.0011079 0.0222124 0.00342475 0.00700428 0.0231275 0 0.00481265 -0.00124813 -0.0053177
internal_weight=0 472.18 346.251 160.479 125.93 185.771 3545.62 3127.9 1043.51 2084.39 239.041 1845.35 41.8701 153.588 417.715 28.8094 84.8228 889.921 51.2003 126.845 147.353 80.1028 26.0542 154.218 125.176 290.87 109.702 122.753 1803.48 444.326 1359.16 134.425 162.994 125.105 132.409 829.674 142.374 687.3 127.876
internal_count=2864180 354047 212813 91200 141234 121613 2510133 2049411 747675 1301736 238378 1063358 26105 152907 460722 14427 78233 594768 44663 139517 145479 88071 25615 160145 137707 321205 124042 127931 1037253 185506 851747 65585 197879 153884 64350 561194 66252 494942 123326
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=3 2929012 902 2 544 569604 20504836 81 12583938 4457475 1 166 2 1 768 2097188 396 32 327736 2
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=40
num_cat=28
split_feature=11 2 3 6 2 1 2 2 2 1 0 1 2 0 1 0 1 2 6 2 1 1 0 1 2 9 1 1 2 3 7 3 0 2 0 0 2 1 3
split_gain=0.222372 0.364527 0.267752 2.23739 4.32288 4.1957 4.97648 2.26627 2.04611 2.02218 1.92172 2.02349 1.77059 1.62543 3.40468 1.56978 1.65754 2.30101 1.38815 1.65608 1.38803 1.38328 1.29048 3.46924 1.13819 4.49951 1.13052 1.04517 0.973462 0.961274 0.947716 0.923781 0.721236 0.776406 0.622786 0.591067 0.496967 0.44118 0.433151
threshold=0 1 1.0000000180025095e-35 2 3 4 5 6 7 8 5.5000000000000009 9 10 2.5000000000000004 11 1.0000000180025095e-35 12 13 14 15 16 17 1.0000000180025095e-35 18 19 20 21 22 23 1.5000000000000002 24 1.5000000000000002 9.5000000000000018 25 1.0000000180025095e-35 1.0000000180025095e-35 26 27 10.500000000000002
decision_type=9 9 2 1 9 1 9 9 9 1 2 1 9 2 1 2 1 9 1 9 1 1 2 1 9 1 1 1 9 2 1 2 2 9 2 2 9 1 2
left_child=2 -2 8 4 9 7 29 35 13 34 12 18 22 14 -1 16 28 -18 19 -12 -14 -15 27 -24 25 -17 -26 -10 -6 36 -20 -9 37 -34 -4 -5 -7 -13 -11
right_child=1 -3 3 5 15 6 -8 31 10 38 11 32 20 21 -16 24 17 -19 30 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.0044442301238852081 0.0097391292229372806 0 -0.0050035069847217542 -0.014048077374923555 0.00066344480955458376 0.00031887163512455183 -0.017718170911422967 0 -0.0033028912745855588 -0.018882065857817237 0.017806577703699592 0.0072323688278019757 0 -0.013005244756217447 0.020669000777777644 0.011206508652276769 -0.0039400544166799658 0.01274387941133329 0.027837490094266695 -0.003725513059944314 -0.017469877826729936 0.0060203113004256466 -0.012717077463487873 0.00045686206699926707 0 -0.018437670694216726 0.012156360293239328 0.0047923889715158026 -0.014651474809887273 0.007523002461667528 0 0.014809352681772163 0.0022907125434972037 -0.012417707375137166 0.0081138097614795214 0 -0.010210823795974678 -0.0017147970451677945 0
leaf_weight=42.652292280028632 21.761958763963776 7.3868515354988658 22.624852314722375 28.161120610209764 16.616406743938569 8.8426901227940089 305.82338859479205 52.21927832991787 146.89213434453995 120.35237816516383 7.5269105007173494 57.873797800188186 67.163616180252575 24.32793150190264 124.8667883853559 89.403687364203506 119.16099763035163 108.97965413456404 46.654653763456736 75.820841084700078 84.780659552216093 41.993028017379402 226.98665119003272 641.34117557210266 85.819401654793182 44.553701759694377 371.61825075183879 525.72280911823327 71.218183851771755 116.91489775887021 6.7835784740454974 120.44352451152372 2.0357631737424526 50.582655519217951 44.894258317181084 38.132148612334277 29.042373028605653 18.946561416669283 0.91077884542755683
leaf_count=38078 9065 6401 18493 36187 18427 9027 287483 43822 101451 174189 6407 10226 64983 22050 126387 90740 115342 106540 15865 14022 92861 36491 116193 171216 73570 48237 249180 303217 72918 122738 1835 106576 2702 13574 49367 44026 32493 11031 913
internal_value=0 0.00611656 -5.18914e-05 -0.00101401 0.00159673 -0.00541336 -0.0108096 0.0041657 0.00060405 -0.0104279 -0.000377445 0.00686649 -0.00179268 0.00875449 0.0138736 0.00473297 -5.91742e-05 0.00362301 0.0138913 0.00101281 -0.0109326 -0.000446185 -0.000436532 -0.0030991 0.00773156 0 0.00987694 0.00255315 -0.0101064 0.00213468 0.024461 0.0103179 -0.000718602 -0.00881809 0.000412661 -0.00688837 -0.00573624 0.00287191 -0.0169293
internal_weight=0 29.1488 3988.68 1795.73 1096.15 699.579 460.623 238.956 2192.95 188.782 1959.11 266.225 1692.89 233.84 167.519 907.37 315.975 228.141 136.786 83.3478 151.944 66.321 1540.94 868.328 591.395 133.957 457.438 672.615 87.8346 154.8 53.4382 172.663 129.439 52.6184 67.5191 66.2933 37.8851 76.8204 121.263
internal_count=2864323 15466 2848857 1700268 1017916 682352 451741 230611 1148589 242962 925583 75662 849921 223006 164465 774954 313227 221882 38129 20429 157844 58541 692077 287409 461727 138977 322750 404668 91345 164258 17700 150398 37533 16276 67860 80213 41520 21257 175102
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=1 8653272 2 7880723 577 4725436 1645100 2712836 193 203 25430098 801 769 337984 2 8391178 275 210 897 8389772 1 96 194 8683556 1 8388632 4722720 20
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=39
num_cat=19
split_feature=12 0 2 4 9 1 2 0 2 3 3 1 1 2 0 2 2 0 2 3 2 3 8 3 0 0 0 2 0 9 2 0 3 1 3 3 0 3
split_gain=0.231796 0.984525 0.326221 0.393617 0.341314 2.12674 0.988308 0.925861 0.898061 0.595612 0.312036 0.294555 0.272386 2.51738 3.06314 1.63449 1.62492 1.52333 1.44541 1.033 0.964587 0.870191 0.631191 0.292851 0.181599 0.152713 0.132976 0.124544 0.0918391 0.0831525 0.0784022 0.0743748 0.0545678 0.0376711 0.0139196 0.063412 0.00281303 0.00258048
threshold=0 4.5000000000000009 1 2 3 4 5 1.0000000180025095e-35 6 7.5000000000000009 1.0000000180025095e-35 7 8 9 10.500000000000002 10 11 15.500000000000002 12 1.5000000000000002 13 2.5000000000000004 14 7.5000000000000009 14.500000000000002 31.500000000000004 35.500000000000007 15 93.500000000000014 16 17 4.5000000000000009 3.5000000000000004 18 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.5000000000000002
decision_type=1 2 9 1 1 1 9 2 9 2 2 1 1 9 2 9 9 2 9 2 9 2 1 2 2 2 2 9 2 1 9 2 2 1 2 2 2 2
left_child=2 11 3 10 5 6 7 -4 34 26 29 27 15 22 20 19 -16 21 -19 25 -15 -17 23 -14 -8 -6 -10 -2 -9 -1 -13 -21 33 37 35 -7 -24 -5
right_child=1 -3 4 32 12 8 24 28 9 -11 -12 30 13 14 16 17 -18 18 -20 31 -22 -23 36 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.0024898464727494823 0.010736294570100609 -0.017121049964665774 0 0 -0.013665382383853142 0 -0.0081214958460393716 0.022123001903848305 -0.02357527981928103 0 -0.015519360316222829 0 0.012367739739224851 -0.0072573421852764539 0.0013945172683985242 0.00032780390738366906 -0.023027542671076845 0.020123659549433105 -0.0012174720108284202 0.0022586047391006353 0.00030954860323438132 0.0062324027888583404 -0.00088010552099138074 0 0 0 0 0 0 -0.0028660246673045163 -0.0040616176517587442 -0.0023740600722852757 0 0 0 0.0046142667822536695 0 0.0062142741791609956
leaf_weight=6.8330796989976079 4.2472692667506635 11.020363649993667 4.9475289483671103 0.020248460466973817 86.952543462721223 3.9252483839518373 5.9129340749059329 23.798491251523959 46.985206314260722 0.73807316372403775 12.612741003549671 0.21476557988353306 170.18177721816028 145.40930863389804 11.274998062857774 1572.3420888778637 56.93327333178604 49.053204404743155 14.639741625695022 71.667576825318974 1341.2888098461481 303.49286899022263 6.3165297615196314 3.0340791928465469 0.50150514574488614 0.46120158367557351 0.80819133084150863 1.0609291237778959 0.18879359401762386 25.885628489071678 7.9431820994941535 9.9406216223724169 4.2346488502971624 2.5943301540755765 1.2893433723074839 6.3204905127931852 0.22552834352245543 2.0106717909984582
leaf_count=7339 4985 10159 3922 51 78674 4153 6294 9857 33165 739 45034 272 176008 146092 11808 877082 34717 15580 12134 73795 938047 268958 6572 3775 444 621 837 1081 287 33357 9528 11475 11956 10371 1895 7280 265 5626
internal_value=0 -0.0064161 0.000136493 -0.00551642 0.000344009 -0.00435755 0.00708471 0.014154 -0.0142296 -0.0188604 -0.00973757 0.00121291 0.000581674 -0.000203397 -0.00174219 0.00135893 -0.0189458 0.00233857 0.0152152 -0.00674352 -0.000407466 0.00152359 0.00963639 0.0116733 -0.00305674 -0.0131531 -0.0230852 0.00814263 0.0216957 0 -0.000336546 0 0 0.00396983 0 0.00185974 0 0.0046846
internal_weight=0 24.4865 3992.82 54.1913 3938.63 95.4158 35.3493 28.9348 60.0666 48.5315 45.3314 13.4661 3843.21 1734.66 1554.91 2108.55 68.2083 1939.53 63.6929 169.022 1486.7 1875.83 179.758 173.216 6.41444 87.4137 47.7934 5.3082 23.9873 32.7187 8.15795 81.6082 8.8599 4.62525 11.5351 10.2457 6.54206 2.03092
internal_count=2864235 26025 2838210 113734 2724476 68873 20804 14066 48069 34741 85730 15866 2655603 1317284 1130664 1338319 46525 1173754 27714 164565 1084139 1146040 186620 179783 6738 79295 34002 6066 10144 40696 9800 85270 28004 16048 13328 11433 6837 5677
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 17842177 2 8 36 10487928 8431752 354 59 598164 565392 6560264 2097518 4194826 1 96 10 16416 6
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=40
num_cat=24
split_feature=12 0 2 8 1 2 1 3 2 1 0 0 2 0 2 1 1 3 2 2 3 1 8 0 0 0 6 3 2 3 0 0 2 2 0 2 2 1 11
split_gain=0.212101 0.922826 0.291883 0.797024 2.95947 0.906819 0.89349 0.967759 2.65705 2.04801 1.27161 1.17773 1.20723 0.865477 0.83994 0.79879 0.637195 1.56374 2.11311 0.858319 1.4821 1.8417 1.21647 0.717795 0.555038 0.525235 0.453675 1.36995 0.749353 0.993691 0.397718 0.369868 0.36587 0.300759 0.398387 0.385295 0.347282 0.281943 0.276637
threshold=0 4.5000000000000009 1 2 3 4 5 1.5000000000000002 6 7 9.5000000000000018 24.500000000000004 8 12.500000000000002 9 10 11 1.5000000000000002 12 13 2.5000000000000004 14 15 47.500000000000007 1.0000000180025095e-35 13.500000000000002 16 1.5000000000000002 17 9.5000000000000018 7.5000000000000009 9.5000000000000018 18 19 1.0000000180025095e-35 20 21 22 23
decision_type=1 2 9 1 1 9 1 2 9 1 2 2 9 2 9 1 1 2 9 9 2 1 1 2 2 2 1 2 9 2 2 2 9 9 2 9 9 1 9
left_child=2 37 3 6 32 13 14 11 10 -10 -9 12 -8 -6 24 -13 19 33 -19 20 -4 -22 -23 38 -1 -26 27 30 -28 -30 -21 -16 -5 34 36 -36 -18 -2 -20
right_child=1 -3 16 4 5 -7 7 8 9 -11 -12 15 -14 -15 31 -17 17 18 23 26 21 22 -24 -25 25 -27 28 -29 29 -31 -32 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.0040478237380867374 0.0079224594105027444 -0.016640128567134253 0 0 0.030984376510613039 0 0.00070606636186137332 -0.0025718058562087544 0.00064866451047705426 0.022231945433517947 0.013448142504290697 0.018278297449449397 -0.0050282622229597951 0 -0.0077793580987549557 0 -0.0074868326230722454 0.00036313712822928616 -0.02105622284266561 0.0094457876280321477 -0.0016444861068625933 0.028789724547183173 0 0 0.0086704199784108458 -0.00098688837827204238 0.00057106474422314517 -0.0066924093084609797 -0.015156065754405727 0.0016168218373480148 0 0 -0.012562142379830013 -0.0042351705210356885 0.0097268985953622277 0 0.0014982605025635205 -0.00039688444053977384 0
leaf_weight=46.071586227430089 5.4005724814342102 10.783818176234488 100.19007437612163 1.9461248023726512 36.244127884536283 8.1251795385469432 1536.4480501966827 379.60164769499534 131.79388252087665 83.503592744789785 25.332963565684622 17.899952045117971 423.04990707555407 1.2578674201504316 280.8221860290214 5.7560179234424167 18.367784938651312 68.588215128504089 101.6731518651377 105.19026363777084 19.965496849443298 40.626963134302059 4.6445868049922856 0.21088576599140552 98.790929957162007 7.3653924928803454 34.567658066487638 95.358012576849433 76.054838378069689 2.4741710239613885 8.9667294167156779 18.072067050081387 15.978854960761964 30.996680609081523 62.03644671246002 57.532105143800436 49.642003861708872 8.1871189717130637 0.37303759186761354
leaf_count=45360 6183 10015 101455 2305 15314 7438 433030 323028 146652 81733 9833 5546 429812 415 251326 4604 21342 70067 135358 104146 22480 45142 5292 272 104257 9827 37866 104452 80653 1801 9398 11328 11811 34645 71279 47173 51475 9703 382
internal_value=0 -0.00621812 6.82182e-05 0.000592237 0.00977668 0.0200012 0.000212575 0.00102641 0.00437978 0.0123666 -2.08802e-05 0 -0.000460045 0.0248483 -0.00357858 0.0145482 -0.00141228 -0.00433943 -0.0109116 0.000507032 0.00603322 0.0154322 0.0219104 -0.0177916 0.000894103 0.00572721 -0.00185227 0 -0.00637531 -0.010587 0.00748892 -0.00657842 -0.00859761 0.000113076 0.00276297 0.00622774 -2.73724e-05 0.000930526 -0.0205222
internal_weight=0 24.3715 3995.52 3118.06 63.5522 45.6272 3054.51 2603.39 620.232 215.297 404.935 1983.15 1959.5 37.502 451.122 23.656 877.459 389.42 170.845 488.039 165.427 65.237 45.2715 102.257 152.228 106.156 322.612 209.515 113.097 78.529 114.157 298.894 17.925 218.575 187.578 119.569 68.0098 13.5877 102.046
internal_count=2864198 25901 2838297 1893619 37283 23167 1856336 1434238 561246 228385 332861 872992 862842 15729 422098 10150 944678 431993 206079 512685 174369 72914 50434 136012 159444 114084 338316 217996 120320 82454 113544 262654 14116 225914 191269 118452 72817 15886 135740
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 8755806 1 777 8716864 192 67650 259 69700 67606 27 453 288 533633 4 1 2 4194560 34816 6309152 6291488 4194336 354 1
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=40
num_cat=25
split_feature=11 2 3 7 3 3 1 9 2 2 2 1 0 6 0 3 0 6 2 1 2 0 1 1 1 2 1 0 1 7 1 9 0 7 3 0 2 0 3
split_gain=0.208554 0.342427 0.263666 0.37155 0.326827 0.236792 2.07968 4.06765 2.79506 2.60197 2.20486 2.19725 1.81293 1.64893 2.58976 3.39732 2.233 1.55449 1.46475 2.13829 1.43775 2.07628 2.98962 1.36197 1.19808 1.11905 1.57306 1.31861 1.03309 0.861209 1.36795 1.01808 0.734553 0.744063 0.586313 1.31488 1.03093 0.408975 0.400722
threshold=0 1 1.0000000180025095e-35 2 6.5000000000000009 1.0000000180025095e-35 3 4 5 6 7 8 23.500000000000004 9 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 10 11 12 13 2.5000000000000004 14 15 16 17 18 3.5000000000000004 19 20 21 22 26.500000000000004 23 2.5000000000000004 5.5000000000000009 24 15.500000000000002 10.500000000000002
decision_type=9 9 2 1 2 2 1 1 9 9 9 1 2 1 2 2 2 1 9 1 9 2 1 1 1 9 1 2 1 1 1 1 2 1 2 2 9 2 2
left_child=5 2 -2 4 -4 12 7 8 32 -9 11 -8 20 18 16 -16 -15 -14 24 -20 21 22 -1 -23 -12 29 -27 -28 -19 30 -22 -31 33 -7 35 -10 -36 38 -13
right_child=1 -3 3 -5 -6 6 10 9 34 -11 13 37 17 14 15 -17 -18 28 19 -21 25 23 -24 -25 -26 26 27 -29 -30 31 -32 -33 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.0041519078556740982 0 0 0.019914416117051227 0 0 0.016990899635573396 0.0017550572509506829 0.00059172863285274549 -0.011958164067821622 -0.022286665874496556 0.014764009160038697 -0.021055020375437366 0 -0.0087518880351889847 -0.030676599061544008 0 0.0068338657135061237 0.030793953708039085 0.0058107843546288344 -0.0066036992093411132 0.0014040029994018958 0.0070378143013442576 0.019148364573593177 -0.011783925315217048 0 0.0031225946107830108 -0.020737046017174934 0 0 0.01204187745499723 -0.0041920087819466486 0 0 0 0.010009953283200368 0.0065131969772124557 -0.0046576115474452401 0 0
leaf_weight=42.40037555865274 9.2944186819077022 7.3197486937569947 10.789900338510044 1.0575863236445027 0.79437513192533593 245.47126994089194 41.548735416377895 69.236462120454235 79.001598428476427 44.898633898868866 92.411896098114084 128.24214016562473 13.552867498277919 147.47087702468707 50.587141319781949 53.894291845484986 157.06985018206615 7.130693347484339 192.98575919349241 279.40806045173667 920.09180377738085 14.166201634798197 126.96875705731509 49.462627708293439 88.644460330127913 29.809062487300253 72.176062192826066 22.369666493439581 4.5132592898153234 80.492855397344101 705.8908483106643 104.88792110804934 2.2111728736781506 11.279444294254061 64.489908719675441 13.174547054368302 26.056176293852332 5.5124486451095427 1.1514611563179631
leaf_count=38580 2234 6350 5548 528 769 197905 48473 62020 82616 50340 92038 181385 5109 173632 35993 41954 145168 1283 154712 228491 357390 14000 132061 42357 83544 30291 79884 30146 2838 21732 363109 33668 2869 6554 66858 13460 25620 4207 1212
internal_value=0 0.00591526 0.00942141 0.0146827 0.0176186 -5.49799e-05 -0.000963108 0.00371547 0.00838977 -0.00990994 -0.00333966 -0.0127315 0.000555994 -0.00110242 -0.00603052 -0.0176436 0 0.0184636 0.00165652 -0.000888857 0 0.00689401 0.0128157 -0.00398391 0.00853897 -0.000842579 -0.00875585 -0.0145456 0.0287251 0 -0.00089301 0.00581842 0.0144674 0.0158552 0 -0.00591158 0.00363575 -0.0182893 -0.0203708
internal_weight=0 29.256 21.9363 12.6419 11.5843 3988.66 1794.75 555.819 441.684 114.135 1238.93 176.455 2193.91 1062.47 409.022 104.481 304.541 25.1968 653.45 472.394 2168.72 232.998 169.369 63.6288 181.056 1935.72 124.355 94.5457 11.644 1811.36 1625.98 185.381 258.962 256.751 182.722 92.1761 90.5461 134.906 129.394
internal_count=2866928 15429 9079 6845 6317 2851499 1699051 508242 395882 112360 1190809 235277 1152448 955532 396747 77947 318800 9230 558785 383203 1143218 226998 170641 56357 175582 916220 140321 110030 4121 775899 720499 55400 207328 204459 188554 96076 92478 186804 182597
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 8653272 1 641 5 6300903 895217 3695617 96 2 2 8454952 266 2712836 801 801 54 25430106 259 72 1 118 1 1 8489224
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=40
num_cat=29
split_feature=2 4 3 12 1 3 1 6 2 2 9 6 2 2 9 1 2 3 3 3 1 2 9 5 3 9 2 2 2 1 11 3 2 0 2 0 2 3 8
split_gain=0.193089 0.379032 0.304511 0.300142 0.810953 0.342745 0.315542 5.05543 3.99329 2.29811 2.26784 2.22175 5.0263 3.5009 4.05746 2.08409 2.02022 1.66086 1.55178 1.51966 1.38872 1.97909 1.32021 1.21432 1.17974 1.15966 0.976267 0.944342 0.634919 0.511856 0.494158 0.486305 0.46127 0.313062 0.276983 0.156645 0.128097 0.0672845 0.055315
threshold=0 1 1.0000000180025095e-35 2 3 13.500000000000002 4 5 6 7 8 9 10 11 12 13 14 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 15 16 17 18 8.5000000000000018 19 20 21 22 23 24 6.5000000000000009 25 4.5000000000000009 26 92.500000000000014 27 3.5000000000000004 28
decision_type=9 1 2 1 1 2 1 1 9 9 1 1 9 9 1 1 9 2 2 2 1 9 1 1 2 1 9 9 9 1 9 2 9 2 9 2 9 2 1
left_child=1 2 -1 6 33 34 11 8 18 29 15 12 24 14 19 -10 -12 22 26 -13 21 -11 -14 28 25 -2 -8 -19 -15 -9 -22 -31 -20 38 -6 -16 -25 -3 -5
right_child=3 37 -4 4 5 -7 7 9 10 20 16 13 17 23 35 -17 -18 27 32 -21 30 -23 -24 36 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.018490651928812718 0.0044176791308075313 -0.014534426373994356 0.010852878972748019 0 0 0.0044693490024891374 0 0.006660276823666253 0.0069346111688925981 0.0011324281146463829 0.014369049167139103 -0.0064871370006673347 0.0044898436559711128 -0.0096739245707504612 -0.011123468016444418 -0.026572172040203679 0.016037542488080304 0 0.0022623592639648242 -0.015262939511942972 -0.011214599406285653 0 0 -0.0016349657407952762 0 0.015121222558330177 0 -0.0065346882419557301 0.015718786527010007 0 0 -0.012770356307612469 0 -0.018389090214146458 0 -0.014731812229117318 0 0
leaf_weight=33.528410656821507 138.01884239512583 4.4767610598482852 12.121705878447754 3.3760316113184672 0.35934548883233219 0.030566867004380494 478.50667621826869 11.712816668848973 138.085914486197 86.166673448184156 15.365561776721732 445.43856199778384 901.61405644522893 89.158651371559245 86.809937052545138 64.590827869556961 41.688580733854906 23.746612834132975 0.39968968060566112 232.42767881905093 319.73033240950099 69.226789107517106 389.75182689126086 0.89115335044334643 4.5614254596293895 22.286541609340929 190.09342048787221 37.102368215069873 47.712648333646939 32.212472850798804 3.5915286109084255 1.5902409355330736 10.423567963385718 3.4121548254188383 16.357394099308305 0.16644743012147856 57.316084313191823 3.0098893242284248 0.25162704774993505
leaf_count=41115 135638 16168 45459 3677 388 34 267469 13408 129356 76242 16721 182167 444427 89139 47452 64400 41168 22843 424 183808 287115 85053 203599 1039 5067 22881 213082 26880 50438 33894 2154 2345 9890 2701 18508 264 66920 10619 282
internal_value=0 -0.00444631 -0.00879605 0.000149589 -0.00705808 -0.0136635 0.000322038 -0.000715215 0.00343341 -0.00848519 -0.0059562 0.00105437 -0.00116907 0.004811 0.00792533 0 -0.0186282 -0.00345794 0.00752376 0.0107615 -0.0106995 -0.000255985 -0.00447184 -0.00559869 0.0132063 0.0160902 0.008727 0.00874796 0 0.00639956 -0.0143124 0.0110947 -0.00940434 0.00203512 -0.0186722 -0.00824298 -0.0149972 0 0.0100227
internal_weight=0 53.1368 45.6501 3964.18 23.7871 16.7473 3940.39 1463.39 939.154 524.231 259.731 2477 1517.08 959.921 764.843 202.677 57.0541 1352.21 679.423 677.866 478.715 155.393 1291.37 195.079 164.867 160.305 668.6 60.849 136.871 45.5155 323.322 33.8027 10.8233 7.03981 16.7167 86.9764 58.2072 7.48665 3.62766
internal_count=2864234 113361 86574 2750873 25590 18930 2725283 1242721 742510 500211 251645 1482562 861335 621227 413691 193756 57889 697749 490865 365975 450564 161295 648026 207536 163586 158519 480551 49723 139577 49647 289269 36239 10314 6660 18896 47716 67959 26787 3959
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=17842176 2 1 322 61 2 338164 2621572 5 2 8979208 12850291 3 448 11010049 576 8388690 1 2 3 84 304150 2623500 64 1 73732 32 32768 1
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=40
num_cat=23
split_feature=0 0 3 1 2 6 3 2 2 2 6 1 3 1 9 0 1 0 6 9 3 3 3 9 3 2 2 3 2 2 9 9 9 7 2 3 3 0 3
split_gain=0.178748 0.558233 1.76081 0.414466 2.66176 4.79325 3.74663 3.051 3.01995 1.25343 1.53134 2.15791 4.16478 1.77518 2.45218 1.47502 1.29906 1.26369 1.02202 0.874317 1.49322 0.867392 0.856392 1.52501 0.832545 0.774195 0.532731 0.433073 0.368887 0.295321 0.287309 0.286094 0.28257 0.269765 0.226519 0.197748 0.155127 0.148346 0.144274
threshold=38.500000000000007 23.500000000000004 1.0000000180025095e-35 0 1 2 1.0000000180025095e-35 3 4 5 6 7 2.5000000000000004 8 9 1.5000000000000002 10 3.5000000000000004 11 12 3.5000000000000004 2.5000000000000004 1.5000000000000002 13 4.5000000000000009 14 15 16.500000000000004 16 17 18 19 20 21 22 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 1 9 1 2 9 9 9 1 1 2 1 1 2 1 2 1 1 2 2 2 1 2 9 9 2 9 9 1 1 1 1 9 2 2 2 2
left_child=1 3 30 4 18 8 7 -7 35 16 13 17 -13 14 -11 -15 22 -12 19 20 -1 -10 28 -24 26 31 -18 -27 -5 -8 -3 -20 -4 38 -34 -6 -26 -21 -2
right_child=33 2 32 9 5 6 29 -9 21 10 11 12 -14 15 -16 -17 24 -19 25 37 -22 -23 23 -25 36 27 -28 -29 -30 -31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.02930410080961042 -0.011871063501953091 0.021088093400510207 0 0.0010028278553373682 0.0078565468988209489 0.018731119241458899 0 -0.0078379700919491459 -0.017733117980657381 0.0090482042308417422 0.0069847480530145882 -0.010535803516251718 0.0077248865603327709 0.001963322360469534 -0.0039971138887777268 0.010558621799393743 0 -0.0040564390758468906 0.0093829256145310531 -0.00075045376329574756 0 0 0.017840199855294447 -0.0036948116772405159 0.0048614029690229885 -0.012738042175820655 -0.011957580792581697 0 -0.0068041986562410537 -0.0084772413796972129 0 0 0 0 -0.011296820361433774 0 -0.00071719422869539985 0.004580084874093066 0
leaf_weight=28.767462838666688 11.92306554454262 17.360620032064617 3.4007792847405653 58.940888702869415 20.058013082350953 137.73494982162083 3.8904743033926934 18.586348609976994 294.05656965580783 149.76777484042759 299.14787541159603 431.98443449044134 127.57404129659699 609.23969926474092 528.09805500252696 404.42009587481152 69.767292179043579 91.029059239925118 24.905143615709676 40.5208409966217 6.9382596336145061 46.225606417534436 34.632647563325008 11.904989814269355 34.828179447329603 34.161724581841554 201.83677950640777 0.076579339744056507 41.534834444362787 104.12461684931623 3.3401943129720193 11.727454749656316 1.4833995576191226 3.491643480025231 10.709334404149557 54.49919758408214 7.2607831787609021 38.824413987618755 0.36861678984132673
leaf_count=29455 12287 4005 3083 74064 18195 59854 4593 18208 175830 75885 213210 288866 126784 435367 264419 234019 60807 40046 21222 35072 6857 59818 30719 12089 36245 39777 206023 65 30213 110467 1289 9844 1487 3942 9937 54584 7210 47878 458
internal_value=0 7.0382e-05 0.00919261 -6.39022e-06 -0.00196001 -0.00511052 0.00427775 0.0137933 -0.0117671 0.000461005 0.00139716 -0.00157396 -0.00558767 0.00324608 -0.000353402 0.00582912 -0.00398974 0.00350569 0.0070881 0.0123424 0.0201832 -0.0154504 0.00205399 0.0109708 -0.00758231 0 -0.00984815 -0.00841823 -0.00119224 -0.00732442 0.0211295 0.00568985 -0.00355015 -0.00621335 -0.00807153 0.002977 0 0 -0.0102752
internal_weight=0 4003.36 36.2943 3967.07 865.098 679.176 264.336 156.321 414.839 3101.97 2641.26 949.735 559.558 1691.53 677.866 1013.66 460.706 390.177 185.922 115.051 35.7057 340.282 147.013 46.5376 313.693 70.8709 271.604 34.2383 100.476 108.015 20.7008 36.6326 15.5935 15.7833 12.1927 74.5572 42.089 79.3453 12.2917
internal_count=2864173 2847486 19801 2827685 691719 501549 193122 78062 308427 2135966 1678596 668906 415650 1009690 340304 669386 457370 253256 190170 119262 36312 235648 147085 42808 310285 70908 266830 39842 104277 115060 5294 31066 14507 16687 11424 72779 43455 82950 12745
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=584 12918834 2 2102344 16779653 13901842 2 276 20 10 1 2 6 1 12582930 16 262146 524800 9 9 12 1 8651264
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=40
num_cat=23
split_feature=2 1 3 5 3 9 1 3 1 3 9 11 5 2 0 12 3 3 1 0 9 2 1 1 9 0 1 2 1 4 0 0 0 0 0 9 1 3 3
split_gain=0.184776 0.818654 0.673255 1.84649 0.420991 0.538902 1.6499 0.955406 0.495925 0.545776 0.40911 0.483826 0.407181 3.93066 2.17136 2.10413 1.91541 3.54736 2.53024 1.72307 1.66715 1.62991 5.1503 1.44516 1.34202 1.11498 1.00407 1.0747 0.882103 1.9091 1.13688 3.85963 1.03715 0.996857 2.45125 1.32381 1.28465 1.09986 0.895354
threshold=0 1 3.5000000000000004 2 3.5000000000000004 3 4 2.5000000000000004 5 8.5000000000000018 6 7 8 9 1.0000000180025095e-35 10 1.5000000000000002 2.5000000000000004 11 15.500000000000002 12 13 14 15 16 2.5000000000000004 17 18 19 20 8.5000000000000018 22.500000000000004 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 21 22 1.0000000180025095e-35 13.500000000000002
decision_type=9 1 2 1 2 1 1 2 1 2 1 9 1 9 2 1 2 2 1 2 1 9 1 1 1 2 1 9 1 1 2 2 2 2 2 1 1 2 2
left_child=1 4 -3 10 5 -1 7 -7 -6 -10 -4 -12 21 14 -14 19 -15 18 -18 -16 -20 28 24 25 -23 -24 27 -19 29 30 -2 -32 -31 34 37 -35 -36 -30 -34
right_child=12 2 3 -5 8 6 -8 -9 9 -11 11 -13 13 16 15 -17 17 26 20 -21 -22 22 23 -25 -26 -27 -28 -29 33 32 31 -33 38 35 36 -37 -38 -39 -40
leaf_value=-0.0045319265077113265 0.0037814647415803588 -0.00059053120963494139 0 0.00016185373160701772 0 0.021858989629200944 -0.0061631401658429263 0 0.016061785014225859 0 -0.028113314701079195 0 -0.00221493630264947 -0.021249956282619678 0.024123874758239315 -0.0044535271820065293 -0.0031535226629538157 0.010808960906550681 0.027817458060376998 -0.001013080312423489 -0.0016004709470201274 0 -0.014287010190643558 0.002265040290144705 0.017718433415976443 0 -0.016296176251315717 -0.0069142247662755275 -0.003010648447786932 0 -0.015291007630952341 0.01622927055217278 -0.019917075306037771 0.010552611953011857 0 -0.0064864251295452605 -0.015014501698018191 0.0048568104926866914 0
leaf_weight=108.69388643381899 1109.2594160629233 200.29127663182771 4.471548460656777 24.903373436958645 16.325105651143531 30.713664868948399 18.60602818611369 4.964910301649069 35.469845376261219 3.6260603834962231 32.5833170457081 0.13533018151065235 65.089368054948864 72.838078519635019 95.630285281680699 8.7225941971337289 40.522962371891481 15.947176825378845 35.880926079058554 4.3464626334316554 5.7300593374748123 23.828101716324454 98.293408569239546 235.65789970309561 229.16059653378761 46.865186242896016 90.155407411279157 48.073996195111249 543.32857306515507 35.469720421839156 92.269660957186716 21.915956454206025 50.994010045673349 86.230216376570752 58.403038810880389 17.580195769289276 185.51334664211754 218.53213143866742 0.62048577592940901
leaf_count=116889 494825 231928 5555 26340 23795 34370 16957 7015 34151 4025 42467 146 72473 81323 95612 8816 45271 17146 36275 4574 6033 25354 96755 241884 233850 58555 99276 55586 263141 41844 19046 6270 37687 17128 6881 5559 63587 185164 594
internal_value=0 -0.00172178 -0.00544788 -0.0131536 0.00174412 0 0.00497659 0.014937 0.00767181 0.0112367 -0.0226261 -0.023006 0.000291475 -0.00217191 0.00801176 0.0160307 -0.00895572 -0.00240912 0.0105561 0.0207414 0.0212916 0.000796589 0.00517423 -0.00166001 0.0153077 -0.0087651 -0.0115393 0 -0.000296655 0.00130066 0.00261759 -0.00504258 -0.0104576 -0.00242382 -0.0036156 0.00492166 -0.0117771 -0.000276586 -0.0168514
internal_weight=0 480.784 262.385 62.0936 218.4 162.978 54.2846 35.6786 55.421 39.0959 37.1902 32.7186 3536.86 482.937 173.789 108.699 309.149 236.311 82.1339 99.9767 41.611 3053.92 633.805 380.816 252.989 145.159 154.177 64.0212 2420.12 1310.53 1223.45 114.186 87.0842 1109.59 1005.78 103.81 243.916 761.861 51.6145
internal_count=2864147 543638 306436 74508 237202 175231 58342 41385 61971 38176 48168 42613 2320509 522385 181475 109002 340910 259587 87579 100186 42308 1798124 656398 397194 259204 155310 172008 72732 1141726 600266 520141 25316 80125 541460 518773 22687 70468 448305 38281
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=24658305 389 2 1 260 4 12 1 2 104000 1 193 3 296528 83 260 4 452 8210 364 2 5 2
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=40
num_cat=21
split_feature=11 2 2 9 1 3 0 1 5 3 5 3 3 0 3 3 9 2 2 2 2 1 1 0 0 1 5 3 1 0 1 3 1 0 0 3 1 3 0
split_gain=0.165607 0.351747 0.230097 2.2517 3.08507 0.886621 0.81389 0.693217 2.07606 1.61253 1.56027 1.28747 0.959924 0.72433 0.655411 0.48468 0.436776 6.38838 4.26606 3.19745 2.24124 1.9354 1.64147 1.31352 1.21134 1.00366 0.714647 0.469046 0.464847 0.341817 0.334132 0.302586 0.290565 0.282322 0.208761 0.175212 0.106563 0.0872571 0.0719145
threshold=0 1 2 3 4 1.0000000180025095e-35 2.5000000000000004 5 6 1.5000000000000002 7 2.5000000000000004 1.5000000000000002 2.5000000000000004 9.5000000000000018 8.5000000000000018 8 9 10 11 12 13 14 12.500000000000002 5.5000000000000009 15 16 6.5000000000000009 17 3.5000000000000004 18 8.5000000000000018 19 2.5000000000000004 2.5000000000000004 6.5000000000000009 20 7.5000000000000009 1.0000000180025095e-35
decision_type=9 9 9 1 1 2 2 1 1 2 1 2 2 2 2 2 1 9 9 9 9 1 1 2 2 1 1 2 1 2 1 2 1 2 2 2 1 2 2
left_child=2 35 3 7 6 38 32 10 9 33 -1 -12 30 -11 16 -13 17 23 21 20 24 -19 34 27 -18 -22 -24 -4 -20 36 -10 -14 -5 -9 -21 -2 -16 -34 -6
right_child=1 -3 14 4 5 -7 -8 8 12 13 11 15 31 -15 29 -17 19 18 28 22 25 -23 26 -25 -26 -27 -28 -29 -30 -31 -32 -33 37 -35 -36 -37 -38 -39 -40
leaf_value=0.014544535604463458 0.015261892116070146 0 0.023937557140176358 0 -0.0038787542261456477 -0.02615236302086037 -0.0057218210538615396 0.0041415181549688037 0.0016957277333364371 -0.021398117860452429 -0.013892169116941598 0.010683126596619484 0.015397391406167747 0 0 0 0.017517598700884578 0.0065843995293408831 0 -0.0029613923304782478 -0.0052309150117640698 -0.00291196836310675 -0.0066808137629393929 0 0 0.0008733693657927517 -0.025931942403405323 0 -0.025230032232138291 0 -0.0079680951595143181 0 0.014275385604306835 -0.0047844455906498398 0.0021745527977805428 0 0.014169621317939064 0 0.001603115809635403
leaf_weight=83.463215628238686 5.564686046607676 23.535137405357094 121.63566128139792 20.808928798105626 10.571687093688526 70.177170865761582 13.481195554399163 63.130326925409463 3.2658851954474812 47.587860335039295 26.895773707685294 30.517131799118943 60.102020536207419 12.336755752166935 1.0160853229463098 4.7933260319696265 92.442243616867927 306.63941070917645 5.503598366616643 159.53565914437058 280.48329612040106 495.49554133273341 176.68992135725421 3.5884954500361337 24.061043965979479 1621.5536833410224 42.891875756678928 2.6805556479375801 45.518914821121143 4.0356275053345589 11.067195137657107 1.8852436186134571 32.122038256129599 23.551102105600876 62.906225639329932 0.56898588701733377 15.168801992695085 1.2264943294576358 12.317193135138949
leaf_count=75011 5550 9264 129942 25862 9043 81443 16276 65921 3458 73133 27188 34054 67037 15157 999 5776 95132 246134 5949 175487 254270 234388 183989 3458 13932 735060 48977 2446 46873 3183 11690 2354 32313 31876 64170 722 14590 1415 13645
internal_value=0 0.00517584 -0.000119671 -0.00201866 -0.0108406 -0.0203613 0.00217059 0.00177813 -0.00076113 -0.00829691 0.00660668 -0.0013406 0.00907788 -0.0177346 0.000105089 0.00561616 0 0.00168148 -0.00143919 -0.000769546 0.000828764 0.000502374 -0.00815384 0.0196678 0.0123404 0 -0.0137571 0.0230794 -0.0220659 0.0114577 -0.000756571 0.0141183 0.00929722 0 -0.000225802 0.0105306 0.0147228 0.0117809 0
internal_weight=0 29.6688 3991.15 529.301 160.705 93.0661 67.6387 368.596 222.926 146.606 145.669 62.2062 76.3203 59.9246 3461.85 35.3105 3441.63 981.062 853.157 2460.56 2018.54 802.135 442.024 127.905 116.503 1902.04 219.582 124.316 51.0225 20.2205 14.3331 61.9873 54.1575 86.6814 222.442 6.13367 16.1849 33.3485 22.8889
internal_count=2867167 15536 2851631 592652 179997 104131 75866 412655 270626 186087 142029 67018 84539 88290 2258979 39830 2240207 669190 533344 1571017 1098394 480522 472623 135846 109064 989330 232966 132388 52822 18772 15148 69391 59590 97797 239657 6272 15589 33728 22688
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=1 8653208 26231177 9 278 673 2 2 6 2957828 2162 4265074 4199424 880 905 832 2 32 64 4 514
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=40
num_cat=21
split_feature=11 2 2 9 1 3 0 1 5 3 1 5 3 3 3 1 3 5 2 0 12 2 2 9 1 3 0 1 3 0 1 0 6 1 0 3 3 3 0
split_gain=0.166061 0.334773 0.221475 1.95129 2.73469 0.798096 0.735985 0.632556 0.941255 1.29656 1.01232 0.820003 1.08145 0.622618 0.546087 0.538525 0.449051 0.419389 4.27614 3.66088 2.02332 1.43058 1.07734 1.99901 1.48885 1.29438 0.840732 1.21179 0.719056 0.493105 0.328869 0.325142 0.322481 0.25248 0.236964 0.231471 0.175806 0.0909423 0.0680022
threshold=0 1 2 3 4 1.0000000180025095e-35 2.5000000000000004 5 6 1.5000000000000002 7 8 2.5000000000000004 9.5000000000000018 8.5000000000000018 9 1.5000000000000002 10 11 1.0000000180025095e-35 12 13 14 15 16 1.0000000180025095e-35 23.500000000000004 17 3.5000000000000004 4.5000000000000009 18 7.5000000000000009 19 20 1.5000000000000002 4.5000000000000009 6.5000000000000009 11.500000000000002 1.0000000180025095e-35
decision_type=9 9 9 1 1 2 2 1 1 2 1 1 2 2 2 1 2 1 9 2 1 9 9 1 1 2 2 1 2 2 1 2 1 1 2 2 2 2 2
left_child=2 36 3 7 6 38 33 11 9 32 16 34 -13 17 -14 -11 -10 22 29 21 -21 -20 23 24 -4 -25 28 -28 -24 -19 -15 -32 -9 -5 -1 -12 -2 -35 -6
right_child=1 -3 13 4 5 -7 -8 8 10 15 35 12 14 30 -16 -17 -18 18 19 20 -22 -23 26 25 -26 -27 27 -29 -30 -31 31 -33 -34 37 -36 -37 -38 -39 -40
leaf_value=0 0.014991549258630938 0 0 0 -0.0037651327166592415 -0.024908917445703893 -0.00557194136576701 0.0048229126900051905 0 0 -0.0065437841017739118 -0.012249946762250928 0.012718824028761556 0 0 -0.016897865756548384 0.016503978629318083 -0.021094780519206255 0.0040761763439601676 0.01605738277724145 -0.0072094093728344568 -0.01376072605531007 -9.1355667285852383e-05 -0.0063762018460293184 0.019200132926456885 0.0061332829602148481 0.01845327401189922 -0.0012956970397687397 -0.0060954713930998251 0 0.018207826994478048 0 -0.0038569420876641593 0.0132913991043805 0.01901394030923971 0 0 0 0.001579114828047172
leaf_weight=43.376943134098838 5.6480944635986816 23.479933694499781 27.846424683404621 20.753064912314585 10.523815893706344 68.519708979270945 13.412245224004435 72.056530919186116 9.7645714446553011 22.176998289018229 32.051085693201458 20.134405031436472 24.102629305460145 4.6748527373420075 4.4862549276440395 45.415824704932675 41.226789447850024 86.569739352500619 19.567238400537462 156.03870724598892 8.7950021600336168 82.887444581268937 2449.4871208489349 137.62311829898681 89.990919551644765 132.92911197939975 16.898630334966583 15.618335568287874 200.42311866724049 18.592872668727068 14.820236224739347 0.87515647945110764 27.200961325434037 33.543653390632244 20.401555294723948 7.4794823016491128 0.58344313269481052 0.32830075328820285 12.32717384292482
leaf_count=36012 5620 9247 30088 25931 9036 80388 16212 81891 10287 21288 36473 20816 27639 4606 5437 74907 42599 101876 21372 161293 8901 91824 1243463 149641 97898 143159 4236 9130 155716 18092 13849 615 27088 33457 20739 8613 730 372 13599
internal_value=0 0.00510032 -0.000163893 -0.00201556 -0.0102604 -0.0193328 0.00179341 0.00146039 -0.000489812 -0.0055386 0.00534856 0.00684735 0 5.36856e-05 0.007495 -0.0139546 0.0120771 -2.08176e-05 -0.00312952 0.00312212 0.0123572 -0.00866873 0.00028611 0.00499621 0.0140007 0 -0.000350111 0.0108435 -0.000720566 -0.0173521 0.0111256 0.0130764 0 0.00869301 0.0130014 -0.00194005 0.0102961 0.0109885 0
internal_weight=0 29.7115 3992.92 529.282 159.408 91.3707 68.0373 369.874 257.372 166.85 90.5219 112.502 48.7233 3463.64 28.5889 67.5928 50.9914 3443.27 372.451 267.288 164.834 102.455 3070.82 388.39 117.837 270.552 2682.43 32.517 2649.91 105.163 20.3702 15.6954 99.2575 54.625 63.7785 39.5306 6.23154 33.872 22.851
internal_count=2864140 15597 2848543 592784 178995 103023 75972 413789 303146 205174 97972 110643 53892 2255759 33076 96195 52886 2236689 403358 283390 170194 113196 1833331 420786 127986 292800 1412545 13366 1399179 119968 19070 14464 108979 59760 56751 45086 6350 33829 22635
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=1 8653208 26231177 9 278 641 2 340 2 288 2 2623524 1 4231696 538660 6 552 74 578 2 4
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=37
num_cat=24
split_feature=0 0 3 9 1 2 2 6 3 0 2 1 3 3 1 2 2 9 9 9 3 9 1 7 9 2 1 3 1 12 3 3 3 1 2 2
split_gain=0.184199 0.438379 1.49851 0.405508 3.19423 1.40988 1.2978 1.19723 0.661861 0.386331 0.333827 0.535979 0.558408 0.556852 0.338186 3.58855 1.76272 1.73959 1.67685 0.742066 0.670556 0.314418 0.409291 0.274937 0.268499 0.228221 0.201848 0.146867 0.118655 0.117297 0.0784483 0.0536493 0.0432792 0.0270895 0.0227377 0.000440792
threshold=38.500000000000007 23.500000000000004 1.0000000180025095e-35 0 1 2 3 4 7.5000000000000009 17.500000000000004 5 6 3.5000000000000004 5.5000000000000009 7 8 9 10 11 12 1.0000000180025095e-35 13 14 15 16 17 18 5.5000000000000009 19 20 1.0000000180025095e-35 8.5000000000000018 16.500000000000004 21 22 23
decision_type=2 2 2 1 1 9 9 1 2 2 9 1 2 2 1 9 9 1 1 1 2 1 1 1 1 9 1 2 1 1 2 2 2 1 9 9
left_child=1 3 21 4 6 30 7 9 -7 -1 11 12 26 29 15 18 17 -16 -12 -17 -18 22 -3 27 33 -26 -5 -2 -14 -13 -6 -32 -15 34 -4 -23
right_child=23 2 24 10 5 8 -8 -9 -10 -11 14 13 28 32 16 19 20 -19 -20 -21 -22 35 -24 -25 25 -27 -28 -29 -30 -31 31 -33 -34 -35 -36 -37
leaf_value=0.030664262047825644 -0.012009518775986324 0.023557963074035983 0.003751079078678902 0.0072507674954847279 0 -0.026541952225715773 -0.0030058477185860278 0 0 0 0.018679101004103051 -0.0079182960973646268 0 0.0032901897667165767 0 0.0040810218503821733 -0.00052711990968721417 -0.017676835148224969 0 -0.0021994928541495379 0.0028828322853606987 0 0 0 0 -0.011053688415228607 0 0 -0.0077703288503760048 0 0.0057680324169916428 0 0 0 0 -0.0003198263172167592
leaf_weight=14.977008444242527 11.986681830341691 15.373202974675223 1.4418130341218782 73.719423244521749 5.8424999122798935 51.459331619844306 4.328408838191538 4.644029808579945 0.81595038739032943 0.55119614416617047 127.55497189687958 207.7192754598218 8.0779443186474946 16.456187656047408 166.733330880219 192.04128945203411 1305.4729835208927 70.482195330921968 51.72117012659146 743.73190816574061 870.4248746055091 0.31245232277433388 2.7084627427393579 3.487003138754516 1.4560508601134641 10.570368627377318 30.932289117437904 0.36494853533804494 8.7868100800697011 0.25370165905041986 9.7044893142083275 0.51365386397810731 0.95110801322152738 1.4674380645155909 0.48852916169562366 3.0928681811201417
leaf_count=5250 12401 2593 893 79217 6474 38035 4388 1777 823 42 123354 259157 8722 22784 158810 140859 531872 69059 55308 517414 750378 308 1430 3945 1476 9865 30750 452 9886 337 11223 678 1010 1626 553 996
internal_value=0 3.284e-05 0.00809549 -2.73083e-05 -0.00550901 -0.0161596 0.0111451 0.0191469 -0.0221484 0.0290527 8.24054e-05 -0.00260262 0.000886048 -0.00546408 0.000456697 0.00188478 -0.000100872 -0.00771699 0.013471 -0.000488686 0.000718363 0.0191632 0.019485 -0.00633161 -0.00319163 -0.0077783 0.00542313 -0.0104071 -0.00612663 -0.00759629 0 0.00441653 0.00121612 0 0.00254177 0
internal_weight=0 4004.81 36.9112 3967.9 92.8366 68.3359 24.5006 20.1722 52.2753 15.5282 3875.06 346.897 121.516 225.38 3528.16 1115.05 2413.11 237.216 179.276 935.773 2175.9 21.487 18.0817 15.8386 15.4242 12.0264 104.652 12.3516 16.8648 207.973 16.0606 10.2181 17.4073 3.39778 1.93034 3.40532
internal_count=2864145 2847347 19740 2827607 68690 57233 11457 7069 38858 5292 2758917 411863 128575 283288 2347054 836935 1510119 227869 178662 658273 1282250 5327 4023 16798 14413 11341 109967 12853 18608 259494 18375 11901 23794 3072 1446 1304
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 4 8431656 2113880 2 19972105 434 97 13173762 12649474 1 1 2 9 58 1 12 8651264 50 400 1 152 3136 10748176
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=40
num_cat=27
split_feature=2 3 5 9 0 1 5 3 1 9 1 1 0 3 0 0 5 2 2 1 1 3 1 0 0 2 0 0 1 2 1 7 2 9 2 1 2 2 8
split_gain=0.164541 1.36024 2.20441 0.826663 0.797388 0.655964 0.639758 0.624941 0.63211 0.393063 0.378618 0.353177 0.451964 0.341903 2.06493 2.22242 1.47581 4.63655 1.09301 1.66762 1.09317 1.16869 1.08688 0.861006 0.981679 0.819869 0.738245 1.23542 4.26755 0.954366 2.03827 1.36963 0.875538 0.731014 0.915408 0.70489 0.694907 0.654765 0.64624
threshold=0 1.5000000000000002 1 2 4.5000000000000009 3 4 3.5000000000000004 5 6 7 8 2.5000000000000004 1.5000000000000002 9.5000000000000018 14.500000000000002 9 10 11 12 13 8.5000000000000018 14 3.5000000000000004 1.5000000000000002 15 23.500000000000004 9.5000000000000018 16 17 18 19 20 21 22 23 24 25 26
decision_type=9 2 1 1 2 1 1 2 1 1 1 1 2 2 2 2 1 9 9 1 1 2 1 2 2 9 2 2 1 9 1 1 9 1 9 1 9 9 1
left_child=1 5 3 -3 10 6 -1 -4 -9 11 -5 12 -7 16 18 25 26 22 20 33 -15 -22 -18 24 -21 -16 27 29 32 30 -2 -31 -29 34 -20 -28 -17 -35 -30
right_child=13 2 7 4 -6 9 -8 8 -10 -11 -12 -13 -14 14 15 36 17 -19 19 23 21 -23 -24 -25 -26 -27 35 28 38 31 -32 -33 -34 37 -36 -37 -38 -39 -40
leaf_value=0.010213811833276437 -0.0016478009680373871 0 -0.001888283388182232 0 0 0.014403375415019296 -0.00092170427017306586 0 0.014265494841146829 -0.0057406933418444987 -0.024664365534301819 -0.0003505170859354261 0 0 0 0.0058357707793961888 -0.0025280598775295131 -0.023494642447067077 -0.0038417259315988968 -0.0058493248764021517 0.012085425362628861 -0.0044010185809024603 0.014453251988478039 -0.013787972737408484 0.0038453900516863143 0.027733082104519243 0.014711604801492615 0.016720994468901042 -0.020949210340926783 -0.0013515697733343149 0.013103258024281328 0.0069395404589697486 -0.00053570820040739996 0.0035963328874361669 0.010093010968332872 0 -0.0097505162983973631 -0.008612431047138271 0
leaf_weight=106.9617902888258 127.66670296263328 11.694215564442857 28.091945016618411 31.665935569079011 8.9512920946726791 14.573834813963915 6.3339467074401901 9.5995082245499344 23.880442270688945 78.789465020061471 56.885269692729707 16.191457260312745 4.5950238148507188 196.34933051058033 6.0398149071261287 3.4575602821423672 15.396261910256724 63.24365589475201 7.8360947288310854 244.90434761263896 182.26651283061801 7.6530618821852832 35.130020780066843 91.373113807509071 106.51501502396422 30.283971449913224 26.501361997623462 28.075256657495629 97.460659849719377 1776.1469852871014 134.07654260701383 189.8375311136333 6.233545931056141 22.730774499184918 156.68775403485779 8.8275433653616329 17.536538157030012 41.964938805125712 0.45060419160290521
leaf_count=109301 114807 14792 34333 27700 11248 18454 6824 8851 24099 82525 88908 14817 4923 207808 5066 2644 17232 73257 8179 267068 194944 8759 34734 57852 82382 15890 9654 5540 36146 865719 133835 61637 4657 23105 129870 8323 12650 35510 148
internal_value=0 -0.00190543 -0.00837231 -0.0159654 -0.0178369 0.00212049 0.00695005 0.0026366 0.0102573 -0.00142396 -0.0215689 0.00215539 0.00814833 0.000123667 0.00161784 0.0164524 -0.000433313 -0.0102931 0.000107333 -0.00201606 0.0043453 0.00913197 0.00713415 -0.00570958 -0.00205299 0.0262951 3.28388e-05 -0.000130973 -0.00864347 0.000349522 0.00564947 -0.000306863 0.0109478 0.00379275 0.00734095 0.0106027 -0.000145166 -0.00172229 -0.0182412
internal_weight=0 398.214 170.769 109.197 97.5025 227.446 113.296 61.5719 33.48 114.15 88.5512 35.3603 19.1689 3624.65 1115.6 57.3179 2509.05 113.77 1058.28 672.012 386.269 189.92 50.5263 442.792 351.419 36.3238 2395.28 2359.95 132.22 2227.73 261.743 1965.98 34.3088 229.22 164.524 35.3289 20.9941 64.6957 97.9113
internal_count=2864191 446775 209931 142648 127856 236844 116125 67283 32950 120719 116608 38194 23377 2417416 1051727 36250 1365689 125223 1015477 603966 411511 203703 51966 407302 349450 20956 1240466 1222489 46491 1175998 248642 927356 10197 196664 138049 17977 15294 58615 36294
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=24658177 2 4 308 2 816 6 673 10 2 8716384 41642 273 401 388 1560 131 7188 305 1 262234 9 69636 58 263684 268308 1
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=40
num_cat=23
split_feature=2 9 2 2 1 0 1 1 3 3 2 8 1 2 0 9 2 1 0 3 3 1 6 1 1 3 2 2 3 6 2 0 0 0 0 0 1 3 3
split_gain=0.159042 0.873059 4.64147 2.7531 1.23342 1.20231 0.979898 0.728487 1.00798 1.68945 0.753752 0.722176 2.7182 0.777981 0.803489 0.77664 2.30586 2.38568 1.52343 1.53465 1.52447 1.51912 2.17057 8.74293 4.74097 4.56835 3.59887 2.60989 2.44921 1.4926 1.1819 1.04867 3.34029 1.09126 0.831301 0.71101 0.613379 0.571695 0.552264
threshold=0 1 2 3 4 14.500000000000002 5 6 1.0000000180025095e-35 3.5000000000000004 7 8 9 10 12.500000000000002 11 12 13 3.5000000000000004 1.5000000000000002 1.5000000000000002 14 15 16 17 1.0000000180025095e-35 18 19 2.5000000000000004 20 21 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 22 5.5000000000000009 7.5000000000000009
decision_type=9 1 9 9 1 2 1 1 2 2 9 1 1 9 2 1 9 1 2 2 2 1 1 1 1 2 9 9 2 1 9 2 2 2 2 2 1 2 2
left_child=11 3 6 4 -2 -4 37 8 -5 10 -10 15 -13 14 -14 16 36 18 19 -18 -20 22 24 25 28 -24 -25 -26 -17 31 35 33 -33 -23 -19 -31 -1 -3 -6
right_child=1 2 5 7 38 -7 -8 -9 9 -11 -12 12 13 -15 -16 21 17 34 20 -21 -22 29 23 26 27 -27 -28 -29 -30 30 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0015263809170881135 0.013865230158108323 -0.01950543884233287 -0.007517997954879261 0.011495010186131171 0 -0.00058780042500149665 -0.0081855936656386932 0 -0.0040723710138253107 0.019517620553322717 -0.0084622709369174109 0.02875433185450927 0 0 0.0098744991342555252 0.017545544753634273 0 -0.011978695601976586 0 0.010084693071683212 0.0012332164730218182 0.027121567769963797 0.0096381097665860435 -0.010854310427224137 0 -0.012210416724170135 0.0086479229478262486 -0.0099775745640699604 -0.005564424023409377 -0.011812852771140251 0.021438289266138763 -0.0044756841122080655 -0.0080249584154036564 -0.0073359954192066664 0.0095753708004869837 0.015729718367965908 0 0
leaf_weight=30.595703456427145 66.588078344109817 80.622734302582103 146.30182406766107 45.669577040382137 253.2179325642428 5.2158566983125629 88.723357375420164 214.76587833280428 10.065068072537542 25.237776185364055 36.965034551205463 17.839071463968139 38.156801827659365 7.9781772057176559 1.2727810072829004 307.46947084926069 118.68353205220046 163.94716371250979 47.008775613929174 60.808936403525877 14.491690219467271 161.52851412219752 170.59044409300259 62.108120278819115 445.71043495375488 59.762236620081239 200.00349310338788 34.542682726401836 36.393303934775759 14.472586937394224 268.95762756856129 50.568441935960436 76.439680671785027 208.84148901572917 293.01825346369878 32.961034910054877 107.69491031116195 4.9312072376778806 11.866693483621928
leaf_count=33689 67765 92361 151986 48461 233861 4188 104085 266813 10129 26980 40811 13874 16217 7126 429 128801 79582 98233 23438 59380 12035 155005 45759 56472 139812 47275 96017 32974 21460 14505 232506 33831 48966 156577 98658 29233 116277 5935 12631
internal_value=0 -0.0011405 -0.00518431 0.000598381 0.00700999 -0.016506 0.00450255 -0.00505479 0 0.00753275 0.0168156 0.000285531 0.00885774 0.0186839 0.0230592 0 0.00252369 0 0.00729864 0.0120513 -0.00189922 -0.0010035 0.000918451 0.00613146 -0.00194062 0.0190488 -0.00544969 -0.0083179 0.00617382 -0.00436171 -0.00951023 -0.000245816 0.00605611 -0.00344805 -0.00422908 0.000633748 0.0126884 0.0106763 0.0100566
internal_weight=0 990.171 325.795 664.376 331.673 151.518 174.277 332.703 117.937 72.2679 47.0301 3031.85 65.2468 47.4078 39.4296 2966.6 836.249 697.958 240.993 179.492 61.5005 2130.35 1316.58 492.464 824.116 230.353 262.112 480.253 343.863 813.769 316.391 497.378 127.008 370.37 456.965 47.4336 138.291 85.5539 265.085
internal_count=2864137 1066006 358555 707451 314257 156174 202381 393194 126381 77920 50940 1798131 37646 23772 16646 1760485 521292 371326 174435 138962 35473 1239193 568570 245523 323047 93034 152489 172786 150261 670623 276244 394379 82797 311582 196891 43738 149966 98296 246492
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=8763990 1 2637984 4195593 770 390 706 3145728 1 777 8716864 6 338436 880 15 2 12 3 6166 264258 2 8650768 288
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=40
num_cat=21
split_feature=2 8 1 2 0 9 1 3 2 5 3 2 1 3 1 6 0 6 2 0 2 1 1 3 3 9 1 0 0 1 0 3 0 3 3 0 0 1 0
split_gain=0.190255 0.549251 2.40199 0.757992 0.731882 0.484424 1.84647 2.07065 1.4356 1.02323 1.599 1.55738 2.63667 1.38927 1.32985 3.5345 0.955999 0.812936 0.78139 0.775291 0.731093 0.659513 0.519492 0.515917 0.503658 0.467893 2.4406 1.86249 1.46971 1.1338 0.86936 0.754365 1.04996 0.861367 0.573981 0.431165 0.405395 0.404862 0.391349
threshold=0 1 2 3 12.500000000000002 4 5 3.5000000000000004 6 7 2.5000000000000004 8 9 1.5000000000000002 10 11 3.5000000000000004 12 13 5.5000000000000009 14 15 16 7.5000000000000009 1.5000000000000002 17 18 2.5000000000000004 2.5000000000000004 19 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 8.5000000000000018 5.5000000000000009 4.5000000000000009 1.5000000000000002 20 4.5000000000000009
decision_type=9 1 1 9 2 1 1 2 9 1 2 9 1 2 1 1 2 1 9 2 9 1 1 2 2 1 1 2 2 1 2 2 2 2 2 2 2 1 2
left_child=1 5 -3 4 -4 6 7 18 -8 11 13 12 36 19 17 -16 20 -13 37 -11 -12 -15 -18 35 -10 29 27 30 -28 31 -27 -2 33 38 -32 -9 -7 -1 -33
right_child=25 2 3 -5 -6 9 8 23 24 10 16 14 -14 21 15 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 34 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.011032227827483867 0 -0.008132495783999126 0.026747063855052784 0 0 -0.010348498371340638 0.0092553002925671191 0.020932456333656702 -0.010078431964674719 0 0 -0.00026322226198906978 0.017386504170775415 0 -0.0026182513023978444 0.0089628770253051531 0.0091256091371494548 -0.0081579169286467561 -0.0065636173792161523 -0.015962908007714629 -0.019936849284412524 0.013574071818992907 -0.005329175033876702 0 0 0 -0.016962656779738093 -0.0079983500950995753 0 -0.0025167512330169298 0.02068026618719106 0.0057158032316301779 -0.0041229671172399408 0 0 0 0 0 0.025856953636562621
leaf_weight=4.1283016868910636 71.727232228065986 17.632451361365383 39.224919486819999 8.0508194722060562 1.2587036552722555 25.765605081047397 357.22606832946622 19.591733467575985 31.151346482376539 38.819602329171175 2.3753854725073325 368.42805674443662 91.987880326516461 25.062571411937824 720.03761155474785 363.90734183218592 5.8151164059381699 290.92194104986265 359.72902556425834 23.539672494480328 71.114210525491217 39.227370990804047 8.5768857617804297 2.3706409594742572 30.095576005842304 55.991748184478638 124.10323222127772 36.262629813390959 50.444554304733174 479.81261104815167 43.728643863454636 134.5247988877818 6.4956909916945724 9.7963591516017896 3.1631533734762334 3.7303278196195597 22.083385647376417 14.329294054456115 19.233231473423075
leaf_count=4266 69378 13779 16284 7169 423 20227 245057 18823 34932 43291 2467 207380 87903 26464 277719 175505 5901 182240 155440 27253 74779 41724 7145 2322 28887 63375 137522 36893 56448 524499 44373 140187 6435 10795 3449 2440 28832 15277 16839
internal_value=0 0.000345215 0.00780237 0.0171574 0.0214298 0 0.00209283 -0.00212732 0.0066504 -0.000706567 -0.00679921 0 0.0089436 0 -0.000816563 0.00112706 -0.0152165 -0.00432248 -0.00507254 -0.00798563 -0.0188711 0.00921281 0 0.0148362 -0.00323385 -0.00119748 -0.00419871 0.00378102 -0.0114772 0 0.0113434 0.00534346 0.008911 0.0115374 0.0183148 0.0180736 -0.00439867 0.00433007 0.0136778
internal_weight=0 2986.18 66.1669 48.5344 40.4836 2920.01 822.352 403.879 418.473 2097.66 214.531 1883.13 139.837 126.649 1743.29 1083.94 87.8816 659.35 378.187 62.3593 73.4896 64.2899 14.392 25.6927 61.2469 1035.28 313.694 139.146 174.548 721.59 102.884 241.777 170.05 163.554 46.8918 23.3221 47.849 18.4576 153.758
internal_count=2864122 1753929 37655 23876 16707 1716274 507444 198568 308876 1208830 229024 979806 136962 138732 842844 453224 90292 389620 174983 70544 77246 68188 13046 23585 63819 1110193 342060 148090 193970 768133 111197 243634 174256 167821 47822 21263 49059 19543 157026
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=8755798 1 777 8716864 6 142 329812 2 8392710 836 209 2 2 262660 102400 106 212 9 278 193 8
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=40
num_cat=24
split_feature=2 8 1 3 7 3 1 2 1 2 0 2 0 1 2 0 6 9 0 2 2 9 0 2 9 3 0 7 1 9 0 9 0 0 3 0 0 1 9
split_gain=0.172456 1.24612 1.65425 1.03488 1.38814 1.48408 2.86504 2.46717 2.1355 1.80707 1.32479 1.2846 1.03255 0.832892 3.3395 0.988377 1.42497 1.03232 2.20741 2.03402 1.34387 0.845764 0.823197 0.819098 0.773911 0.748569 0.647774 0.615793 0.607619 1.03478 1.0408 0.943891 0.793516 0.768982 0.650477 0.577595 0.530963 0.494169 1.191
threshold=0 1 2 1.0000000180025095e-35 3 1.5000000000000002 4 5 6 7 1.0000000180025095e-35 8 23.500000000000004 9 10 3.5000000000000004 11 12 1.0000000180025095e-35 13 14 15 1.0000000180025095e-35 16 17 7.5000000000000009 1.0000000180025095e-35 18 19 20 18.500000000000004 21 2.5000000000000004 11.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 22 23
decision_type=9 1 1 2 1 2 1 9 1 9 2 9 2 1 9 2 1 1 2 9 9 1 2 9 1 2 2 1 1 1 2 1 2 2 2 2 2 1 1
left_child=1 27 -3 13 5 6 23 8 -7 -8 -10 -6 25 14 22 17 -17 18 -15 36 -20 -16 -2 26 -4 -13 -5 -1 29 34 -31 32 -30 -33 -29 -24 -19 38 -9
right_child=3 2 24 4 11 7 9 37 10 -11 -12 12 -14 15 21 16 -18 19 20 -21 -22 -23 35 -25 -26 -27 -28 28 31 30 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.00048181310265875611 0.00030701648840622677 -0.0035379570093413957 0 0 0.00038233035669506032 -0.0031525435754331862 0 0.0070597165002479357 0 -0.021695021688292463 0.015296236021748864 -0.02702529322027232 0 0.0090761014282405624 0.0024918207119614382 0.017482815560410214 -0.0023389128555945139 0 0.00038158989273066467 -0.020125153041631282 -0.017035194016649557 -0.010516644611639099 0.025950221366746191 -0.0020779672650965988 0.022843365205221212 0 0.016864706582654765 -0.0099229557197076778 0.012984365500591344 0.0145535615545598 -0.0015201961300304607 -0.019008864392210778 -0.0019947033763939178 0 0.0049154044280977976 0.0012109302118649492 0.012405611558217962 -0.010023266161123295 -0.010780993333875662
leaf_weight=2224.602103256093 67.682385626787436 12.818522836721966 3.4531275419285521 16.146127670413989 16.775427904867684 135.46657953312388 31.37756526326848 55.226365360031195 131.16000087031716 96.581429056572233 172.81489993252035 46.684995870276907 3.1390509678749359 103.81480921839102 19.503238993987907 32.096497773192823 24.236569727188908 10.880868840366022 36.675329483899986 50.110211882776639 44.351201705823769 76.166065796249313 53.340081040296354 47.789998536689382 37.935133235238027 1.7869152260391263 29.025812018764555 29.594571080931928 25.66265444860619 130.9522350064799 5.4431875700829542 18.059112363567696 13.709059992572291 1.8002209855767421 5.2532013929303494 46.008786876351223 10.029076172097119 131.09669321302499 21.636221354739973
leaf_count=1187529 58316 9129 1691 16476 19315 140038 36307 49047 139002 105044 175399 50153 3135 100102 20600 33223 23872 9399 34711 49037 45456 80814 52545 51275 15523 1843 29689 6291 11299 35206 1692 9763 4944 1090 4051 43214 12286 173222 22406
internal_value=0 0.000459546 0.0124259 -0.000874356 -0.00302906 -0.00131839 -0.00798624 0.000767013 0.0052702 -0.0160864 0.00982606 -0.0146756 -0.0192726 0.00210212 0.00598386 -0.000680748 0.00763053 -0.00419267 0 -0.0117579 -0.00997672 -0.00570067 0.0139338 0.0029929 0.0188383 -0.0248665 0.0103363 0 0.004651 0.00743445 0.0112732 -0.000594674 0.00422767 -0.0116033 -0.00157748 0.0197507 0.00341689 -0.00688491 0
internal_weight=0 2509.28 54.2068 1511.6 936.708 868.322 220.921 647.401 439.441 127.959 303.975 68.3864 51.611 574.895 262.701 312.195 56.3331 255.861 184.841 71.0202 81.0265 95.6693 167.031 92.9619 41.3883 48.4719 45.1719 2455.08 230.474 171.243 136.395 59.231 39.3717 19.8593 34.8478 99.3489 20.9099 207.959 76.8626
internal_count=2864134 1288208 26343 1575926 1012351 937905 238791 699114 454439 141351 314401 74446 55131 563575 255489 308086 57095 250991 180269 70722 80167 101414 154075 97440 17214 51996 46165 1261865 74336 47240 36898 27096 16243 10853 10342 95759 21685 244675 71453
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=8491620 1 777 1 897 4466842 896 6832384 4194568 78 2123026 2 9 17311880 21759234 2 786458 4 1 94 2 3 193 1
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=39
num_cat=15
split_feature=0 0 1 3 7 2 1 9 3 0 3 9 1 3 0 2 1 0 2 6 0 3 0 9 0 3 0 0 3 3 3 5 0 2 0 3 2 0
split_gain=0.152168 0.376816 0.596492 0.296539 0.260255 0.158102 0.50976 0.945839 0.805961 0.510941 0.274367 0.195988 1.72686 0.797759 0.74388 0.545821 0.300563 1.86967 2.2376 0.760445 0.623852 2.30347 0.750799 0.184651 0.34599 0.470183 0.173782 0.171901 0.170214 0.144167 0.131693 0.121748 0.115377 0.0564726 0.0255771 0.0192832 0.00405389 0.00018943
threshold=38.500000000000007 31.500000000000004 0 1.5000000000000002 1 2 3 4 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 5 6 6.5000000000000009 4.5000000000000009 7 8 8.5000000000000018 9 10 8.5000000000000018 1.5000000000000002 6.5000000000000009 11 1.5000000000000002 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5.5000000000000009 12 21.500000000000004 13 1.5000000000000002 1.0000000180025095e-35 14 2.5000000000000004
decision_type=2 2 1 2 1 9 1 1 2 2 2 1 1 2 2 9 1 2 9 1 2 2 2 1 2 2 2 2 2 2 2 1 2 9 2 2 9 2
left_child=1 5 3 31 30 6 23 8 26 35 -11 12 14 15 33 -14 17 19 -19 -13 22 -22 -18 28 27 -26 -8 -25 32 -16 -2 -3 -1 -7 -10 -9 -15 -30
right_child=4 2 -4 -5 -6 11 7 9 34 10 -12 16 13 36 29 -17 20 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 37 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.0067454454882900881 -0.011418945586385187 0.021130329735849766 0 0 0 0 0.01530309769697062 -0.0019071334558960701 -0.0040781850263426058 -0.016399196787050832 0 0.0022338063766724927 0 0.00099932036503516696 0.017189504324764224 -0.019220674998327129 -0.0002925033832450164 0.019430777355769566 -0.0051444479265319951 -0.0022905298579855493 -0.012323697305541654 0.0083341489285355536 0.0078046565619692672 0 -0.013397022461787287 0 0 0.0066210167500051617 -0.00021215350200191397 0 0 0 0 -0.0031297587635500633 0 2.8062335792572432e-05 0 0
leaf_weight=74.893997404673428 11.704645064834036 6.9281265599129256 2.9006532818602864 0.70549951982684422 3.456949254119535 3.30709069983277 12.491050850767351 23.006024906004313 7.529074459045658 63.260661365075066 0.15083647743449446 865.81003024327947 5.0734534540388267 0.59402319428045303 11.644738469185537 45.238727084783022 1843.0425687042953 73.000557785901037 15.848999907291725 579.45901465864154 133.27607491896197 38.167108288791496 90.701458288276626 15.399316892788192 16.175324832278424 3.0124240929872022 0.5559358440514196 9.3890344437495514 12.087084336133559 0.39863545302068892 0.40319877202273424 0.26650813702144471 0.88760066023678419 17.652252069005048 4.7150073012162466 21.981324671276525 1.1145142213499628 4.2574515605665502
leaf_count=79236 11950 1411 2839 462 3983 3757 13044 18960 10650 80746 146 583459 5898 639 4052 34265 1266855 26794 14811 445574 55821 24879 42709 18715 16701 4130 532 10849 19881 230 466 309 962 8706 5797 36387 1425 6159
internal_value=0 2.81575e-05 0.00961423 0.014257 -0.00577285 0 -0.00222677 -0.00618504 0.00260134 -0.0104052 -0.0154637 0.000109231 -0.00361843 -0.0132241 0.00636283 -0.0180037 0.000316247 0.00140616 0.0135329 0.000206798 -0.000349568 -0.00567927 4.79503e-05 0.000479508 -0.00118363 -0.00853808 0.0138127 0.00037549 0.00366195 0.0160744 -0.00989285 0.0202623 0.00584911 0 -0.00295308 0 0 0
internal_weight=0 4004.92 10.8008 7.90013 15.5648 3994.12 269.792 133.69 25.2911 108.399 63.4115 3724.33 85.0234 52.0207 33.0027 50.3122 3639.31 1534.12 88.8496 1445.27 2105.19 171.443 1933.74 136.102 43.9761 19.1877 13.047 24.7884 92.1261 12.0434 12.1078 7.19463 75.7816 20.9593 12.2441 44.9873 1.70854 16.3445
internal_count=2864189 2847790 5021 2182 16399 2842769 322895 166262 30023 136239 80892 2519874 58972 42227 16745 40163 2460902 1070638 41605 1029033 1390264 80700 1309564 156633 50395 20831 13576 29564 106238 4282 12416 1720 80198 12463 16447 55347 2064 26040
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=29 1 32522240 724 2 8 20 41096 291 67534 2 9 2 2328 3360
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=33
num_cat=19
split_feature=0 0 1 3 7 11 2 2 1 9 1 1 3 1 0 3 1 6 6 0 9 3 3 5 2 1 0 1 9 0 3 0
split_gain=0.155785 0.356738 0.578582 0.290725 0.240701 0.139091 0.327887 0.265412 0.881143 1.30447 2.87981 1.23773 0.596042 0.705741 0.55686 0.607182 0.479272 4.72603 1.42154 0.445073 0.32361 0.166059 0.13575 0.10106 0.0804934 0.0757896 0.0667889 0.0578716 0.19191 0.144003 0.0429833 0.0318635
threshold=38.500000000000007 31.500000000000004 0 1.5000000000000002 1 2 3 4 5 6 7 8 8.5000000000000018 9 2.5000000000000004 2.5000000000000004 10 11 12 5.5000000000000009 13 6.5000000000000009 5.5000000000000009 14 15 16 12.500000000000002 17 18 11.500000000000002 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 1 2 1 9 9 9 1 1 1 1 2 1 2 2 1 1 1 2 1 2 2 1 9 1 2 1 1 2 2 2
left_child=1 5 3 23 22 7 21 8 14 11 -11 -10 16 20 15 -1 17 -9 -18 -16 -14 25 -2 -3 -15 -7 -27 30 -29 -30 -8 -32
right_child=4 2 -4 -5 -6 6 27 12 9 10 -12 -13 13 24 19 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 31 -33
leaf_value=0.010251753822203462 -0.011291461025876822 0.020608309965050933 0 0 0 0 0 0.0072227887904986257 -0.0069039805159907819 0.0027451409072626397 -0.017522215156610992 0.0033582490713788128 0.018769323116233333 0 -0.008784555792615294 0 -0.0029015041868877753 -0.0059483995258516791 0.0023749499556170606 0.0016723648994383077 0 0 0 0 -0.0041412772440968448 0.018090498599535144 0 0 -0.010084317759751719 0 0.0048052105584724582 0
leaf_weight=98.765318061421567 11.646110579895318 7.0789244947663974 2.874139084306079 0.70699883150518861 3.571242049947613 0.90715788613306358 3.1187295296986122 640.04273525233293 142.55366392765063 72.873712386433908 127.27032857265294 285.94320762671123 14.704755137441678 2.8112863246060442 30.276396973837109 52.545983277428604 1313.4729118795003 412.64635366679795 746.23761858099897 14.249158104379601 1.6449828085897049 0.56990207650233049 0.37246636004420075 0.2266501057019904 6.9344204627850576 4.7135517591959797 0.17187110835220654 0.96354741376126185 15.43170963006561 1.2460776571242593 2.4285488520108633 0.3672714834101497
leaf_count=94812 11935 1421 2857 461 4027 912 856 348046 172967 85115 127036 267933 12491 2781 37245 61021 783563 295174 514053 16200 1693 721 454 274 6984 4648 128 461 6196 208 1397 107
internal_value=0 5.58871e-05 0.00935727 0.0139667 -0.00582192 0 0.00473302 -0.000110381 -0.00171114 -0.00371925 -0.00966542 0 0.000232341 0.0104558 0.00300038 0.00641493 0 0.00174481 -0.000835623 -0.00208654 0.0152994 0.00998368 -0.00969845 0.0198754 0 0.0145262 0.0136069 0 -0.00316793 -0.00679769 7.25328e-05 0.00362157
internal_weight=0 4003.78 10.8867 8.01257 15.5898 3992.89 29.9184 3962.97 824.478 628.641 200.144 428.497 3138.5 26.0954 195.837 151.311 3112.4 1052.69 2059.71 44.5256 16.3497 6.36248 12.0186 7.30557 9.74571 5.79258 4.88542 23.5559 17.6413 16.6778 5.91455 2.79582
internal_count=2864177 2847761 5013 2156 16416 2842748 15634 2827114 862329 653051 212151 440900 1964785 23949 209278 155833 1940836 643220 1297616 53445 14184 6409 12389 1695 9765 5688 4776 9225 6865 6404 2360 1504
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=29 1 1 8653208 32522649 260 1 26 26 117 131 2 2 3 2 548 132 468 4
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=40
num_cat=22
split_feature=12 0 1 6 2 2 2 5 1 0 3 2 6 0 3 3 0 9 0 2 1 9 1 9 3 1 3 0 9 3 3 2 9 5 0 3 0 2 0
split_gain=0.131055 0.839614 0.269769 3.26267 3.18746 2.2632 2.16939 1.912 2.12323 1.33884 1.33333 1.14433 1.40535 3.16373 2.16362 1.60415 1.26132 1.11286 1.66009 0.99161 1.65383 0.947858 0.77026 0.769369 0.73536 0.723242 0.712572 0.6905 0.656536 0.874694 0.809474 0.605669 0.571043 0.559908 0.850964 0.966811 0.490051 0.469978 0.462183
threshold=0 3.5000000000000004 1 2 3 4 5 6 7 1.5000000000000002 7.5000000000000009 8 9 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 10 1.0000000180025095e-35 11 12 13 14 15 1.0000000180025095e-35 16 4.5000000000000009 19.500000000000004 17 1.0000000180025095e-35 1.0000000180025095e-35 18 19 20 4.5000000000000009 7.5000000000000009 8.5000000000000018 21 8.5000000000000018
decision_type=1 2 1 1 9 9 9 1 1 2 2 9 1 2 2 2 2 1 2 9 1 1 1 1 2 1 2 2 1 2 2 9 1 1 2 2 2 9 2
left_child=2 -2 6 4 10 22 17 8 32 -10 19 21 14 15 16 -14 -13 18 -1 20 -4 26 -5 -15 -20 -21 27 -8 29 -7 -30 38 -6 -19 35 -35 -24 -12 -9
right_child=1 -3 3 5 7 28 11 31 9 -11 37 12 13 23 -16 -17 -18 33 24 25 -22 -23 36 -25 -26 -27 -28 -29 30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.0094244155222583965 0.0015739887220333664 -0.015226617250717278 0.0064025945987676788 -0.0022467674106503555 0.0043597855043791796 0.01081312584288942 0.013801993624242996 0.014545766208156011 -0.027823878944375921 0 0 0.00033425945730136664 0.0054993833877608131 0.029450149587390395 0.014863397651924024 -0.0034804144576685994 -0.0058463813099816596 -0.003538884729824554 0 0 -0.0056659889710535963 -0.0012099414879461674 0.014085863419842054 0 0.018289869407206279 0.016427750655975629 0 0 -0.017396486248338585 -0.0072442755672143038 -0.0046088050400724806 -0.0011041059821207538 -0.0075577040959865123 -0.024353583516197957 0 0 0 -0.012917887710269549 0
leaf_weight=25.194791289428395 12.327429912329537 11.283231195229744 388.25885893120721 20.35220124728221 81.660267224571726 18.686958462050825 200.9374850750537 36.341399932673085 55.874743499633041 44.358261488669086 0.37975482895853929 612.17676126511651 492.11134614153707 18.163653429568512 45.569899363545119 255.28850537687686 521.53843955051707 175.17387363509624 18.974218340248626 53.14973840892344 96.613756869061035 35.892657110460277 53.257991234706424 4.9871598283643861 27.469456803566572 145.44351034799911 23.691035260926583 7.1459846881334661 167.93421920146648 28.199530010577291 224.55180834396742 18.638342440710403 19.488994120620191 50.614163183621713 6.4926250294083721 2.1321598454087498 3.6762345317983991 10.508279704401499 3.538147454353747
leaf_count=34402 14468 11104 184714 23241 77341 14735 183691 30301 52036 47847 426 355380 203289 3402 32060 203714 158561 222765 20302 64981 83450 34564 53499 2055 32850 155689 23466 6528 131911 30578 241055 21382 19150 63275 6812 2505 4557 9917 3684
internal_value=0 -0.00488673 8.67887e-05 -0.000886072 0.00234034 -0.00721157 0.000775508 -0.00600988 -0.0110152 -0.0187512 0.00599963 0.00199686 0.000904178 0.00422933 -0.00106395 0.00203032 -0.00232862 -0.00641482 0.00118625 0.00714303 0.00317775 0.00782907 0.00485502 0.0283612 0.0124616 0.0131118 0.0103048 0.012481 -0.0100375 0 -0.0113681 0.00504262 0 -0.00966532 -0.018223 -0.0214703 0.0103681 -0.0095494 0.0101541
internal_weight=0 23.6107 3994.47 1470.91 954.254 516.659 2523.55 259.9 201.382 100.233 694.354 2217.5 1949.84 770.551 1179.29 747.4 1133.72 306.051 71.6385 683.466 484.873 267.667 77.2864 23.1508 46.4437 198.593 231.775 208.083 439.373 46.8865 392.486 58.5179 101.149 234.413 59.2389 52.7463 56.9342 10.888 39.8795
internal_count=2865687 25572 2840115 1250494 750918 499576 1589621 251741 196374 99883 499177 1206710 958461 412460 546001 407003 513941 382911 87554 488834 268164 248249 81297 5457 53152 220670 213685 190219 418279 45313 372966 55367 96491 295357 72592 65780 58056 10343 33985
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 61 2 354548 2621574 17918112 2 384 13113089 2 10 84 386 3 128 1 256 4 10486530 5 2 73732
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=40
num_cat=29
split_feature=11 2 0 3 0 2 0 9 0 6 1 1 2 2 0 1 9 6 2 2 1 2 2 9 1 6 0 0 1 2 2 1 0 1 8 2 1 0 7
split_gain=0.14155 0.320637 0.26153 0.225547 1.55186 1.7466 1.58719 1.4251 2.80284 3.59042 2.11232 2.04041 2.63584 2.56783 1.34647 1.08532 2.1943 2.16542 2.94389 1.81105 1.87948 1.78985 1.50519 1.34601 1.02816 0.980741 3.70979 1.89784 4.58148 1.41144 1.0293 0.894567 0.788762 0.751047 0.746663 0.582186 0.579771 0.559992 0.506527
threshold=0 1 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 2 2.5000000000000004 3 1.0000000180025095e-35 4 5 6 7 8 24.500000000000004 9 10 11 12 13 14 15 16 17 18 19 16.500000000000004 9.5000000000000018 20 21 22 23 2.5000000000000004 24 25 26 27 8.5000000000000018 28
decision_type=9 9 2 2 2 9 2 1 2 1 1 1 9 9 2 1 1 1 9 9 1 9 9 1 1 1 2 2 1 9 9 1 2 1 1 9 1 2 1
left_child=3 2 -2 4 5 7 36 8 10 -10 -1 13 -13 -9 15 16 22 18 31 24 -21 -18 -5 -20 -19 27 35 -6 30 -30 -29 -17 -23 -8 -24 37 -7 -27 -28
right_child=1 -3 -4 14 25 6 33 11 9 -11 -12 12 -14 -15 -16 17 21 19 23 20 -22 32 34 -25 -26 26 38 28 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.012808658936613785 0.01398162228549754 0 0 -0.0021319404955112689 0.0092655727796419236 -0.00071017710717100752 0.011044162141469777 -0.0089693796953773716 -0.011096795476634011 0.0033161788463277361 0 -0.0051647706940015402 0.013742416788760826 0.011771094763594199 -0.016707572012418195 -0.00074569735455333648 0.0066609808637805457 -0.0061402511357746626 0.0022364082119578771 0 -0.01502052278885911 -0.022699002644443671 0.014063697843959756 -0.011359702344002008 0.0060303420746514241 0.010829671606851176 0.037091105277047981 0.00021966561019330839 0.020839343506960852 -0.0024495319323545946 -0.025106469863160164 0.0064031672403138387 0 -0.0030618774991055496 0 -0.0080250579049278136 -0.017206078056791283 0 0
leaf_weight=136.22144101173035 11.183951408311261 7.4747742077161119 11.245950355019884 48.856488072167849 108.59731821533933 90.898890498858236 23.027908501600905 150.27071279098163 417.61781575982604 221.22573964574258 394.78040439985489 51.698837318734149 265.37194855781854 41.397960790069192 23.994078804826131 147.22666878961172 9.6813742895028536 77.179092037804367 48.991239809445688 87.74029726855224 239.59280846632464 34.628704387374455 209.5575063246506 185.54749776099197 121.24392729176179 38.915352460724534 19.073909780126996 1.9064037142670711 19.306562601210317 7.1430660504847792 52.302802390418947 542.50855862335447 12.250572263117645 16.726674083707621 6.3324726071150499 15.423645749513524 91.632194361351139 28.974076553611667 3.1042738150863469
leaf_count=91997 6376 6336 2995 49080 34852 89065 32356 64638 152825 88817 239314 52275 96130 43108 24756 132622 9171 89577 58777 100804 220068 35554 165169 234415 125685 9175 5459 2428 5732 6544 10568 438657 8363 20625 4247 14595 86805 5605 1647
internal_value=0 0.00476218 0.00855106 -0.000119018 0.000469527 -0.000468566 -0.00814164 0.000541547 -0.00119336 -0.0057323 0.00372589 0.00487386 0.00958618 -0.00193581 -0.000999025 -0.000344989 0.00436359 -0.0016765 0.00097158 -0.00670292 -0.0108295 -0.00794118 0.0086741 -0.0075149 0 0.00692762 0.0136784 0.000439772 -0.0080225 0.0123467 -0.0213163 0.00450888 -0.0160882 0.00318833 0.0122429 0 -0.0125056 0.00456922 0.0345952
internal_weight=0 29.9047 22.4299 3990.95 2195.62 1900.87 222.286 1678.58 1169.85 638.844 531.002 508.739 317.071 191.669 1795.33 1771.34 321.307 1450.03 924.274 525.756 327.333 56.5607 264.746 234.539 198.423 294.747 105.491 189.256 80.6588 26.4496 54.2092 689.735 46.8793 39.7546 215.89 83.3131 182.531 67.8894 22.1782
internal_count=2867212 15707 9371 2851505 1154560 1057955 228851 829104 572953 241642 331311 256151 148405 107746 1696945 1672189 271584 1400605 864471 536134 320872 53088 218496 293192 215262 96605 36481 60124 25272 12276 12996 571279 43917 52981 169416 29375 175870 14780 7106
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 8653272 2977108 1 2 808 202 265488 599104 513 5 2 69612 4725310 192 819344 625296 2 192 2 28 346 8913168 80 412 1 2762 139 1
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=40
num_cat=24
split_feature=11 2 3 0 2 0 0 9 0 2 2 1 1 2 9 1 0 0 1 9 3 6 1 2 1 6 2 0 0 0 2 0 2 2 1 1 0 0 0
split_gain=0.12551 0.306795 0.209637 1.39282 1.55524 1.38328 1.22449 1.14315 2.30213 3.48644 1.87281 1.71104 1.67037 0.999538 3.72759 1.30853 3.25468 1.30975 1.0675 2.35124 2.83522 0.927021 1.6717 1.19502 0.915895 1.642 1.93235 1.89397 0.905437 0.779935 0.736741 0.680152 1.05762 0.769685 0.666664 0.560919 0.541291 0.344139 0.339181
threshold=0 1 1.0000000180025095e-35 5.5000000000000009 2 2.5000000000000004 24.500000000000004 3 1.0000000180025095e-35 4 5 6 7 8 9 10 1.0000000180025095e-35 1.0000000180025095e-35 11 12 3.5000000000000004 13 14 15 16 17 18 17.500000000000004 10.500000000000002 3.5000000000000004 19 9.5000000000000018 20 21 22 23 6.5000000000000009 23.500000000000004 12.500000000000002
decision_type=9 9 2 2 9 2 2 1 2 9 9 1 1 9 1 1 2 2 1 1 2 1 1 9 1 1 9 2 2 2 9 2 9 9 1 1 2 2 2
left_child=2 -2 3 4 7 35 13 8 11 -10 29 -1 -12 14 15 16 -4 -17 21 20 -20 23 -23 -15 31 26 -26 38 -28 -9 -21 33 -33 36 -7 -6 -5 -16 -27
right_child=1 -3 6 24 5 34 -8 10 9 -11 12 -13 -14 18 37 17 -18 -19 19 30 -22 22 -24 -25 25 27 28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.01147927848736683 0.0095659876195693938 0 0.0058813438553441087 0 -0.00042538593930054058 0.010225972704273539 -0.016032398925571255 0.023575630841145452 0.010281109345714568 -0.0082316899482110517 -0.0061257305484772812 0 0.0053646825277786584 0 -0.019974642395098163 -0.0008340125209096421 -0.017852291160788795 0.011236128099501138 0 -0.00023197557275303834 0.023942745127487321 0.0052618909944205997 -0.0089241857814107584 0.010362867689576429 0.017452498152103119 0.0063793280519991646 0 0.036800504498739665 -0.014514613431949139 0 -0.0091282275736830482 0.0047485609315952963 -0.012293068484114307 -0.0042035463167661748 -0.0029603955011438684 -0.016404318846532373 0.014439952105106089 0 -0.0034729301431955305
leaf_weight=138.31800002569798 6.5388888275483623 23.542214252083799 73.867646731003333 26.264409707837331 90.524651686486322 23.495472463881015 23.560972589650191 42.812960632632894 75.083051320849336 560.03859472867043 142.42057096132339 394.61866806715989 321.82048781352933 113.43512794301932 103.65499127985095 102.06572500632683 79.494633482911013 134.41044206233346 109.14162660490547 274.73018244688865 39.330627012765035 162.92424062915234 99.356322910185554 254.78073297605442 11.072741750191197 42.70782501231588 53.958640239172382 14.067349253862629 32.397170345881023 4.2908679512329391 223.98760763566315 5.8204183209163602 49.388543803564971 5.9243375535006626 16.667417433811352 90.370287645193457 47.093836712301709 0.13733370971749437 7.1502631581097367
leaf_count=92264 6543 9215 99507 6337 88921 32662 24445 43244 72008 168492 63070 239182 146400 113979 118494 109432 88951 125414 94941 188215 37746 148401 105517 202824 11318 16907 13677 3225 6946 4537 238090 7859 11761 5743 20406 86491 10649 114 2284
internal_value=0 0.00445183 -0.000126512 0.000436392 -0.000446429 -0.00770946 -0.000975556 0.000494823 -0.00104295 -0.00519627 0.00437248 0.00336842 0.00103838 -0.000345059 -0.00410417 0.00021716 -0.00539841 0.00519825 0.000962712 -0.00153795 0.00756548 0.00391563 0 0.00703462 0.00654714 0.010717 0 0.0208304 -0.00546032 0.0182214 -0.0051655 0 -0.0068218 0.00509436 0.00258748 -0.0118265 0.00926064 -0.0179666 0.000435858
internal_weight=0 30.0811 3991.18 2196.31 1900.46 221.058 1794.88 1679.4 1168.06 635.122 511.345 532.937 464.241 1771.32 493.631 389.838 153.362 236.476 1277.69 647.19 148.472 630.496 262.281 368.216 295.846 161.354 97.4286 63.9254 86.3558 47.1038 498.718 134.492 55.209 79.2826 40.1629 180.895 73.3582 103.792 49.8581
internal_count=2866211 15758 2850453 1154383 1057677 228480 1696070 829197 571946 240500 257251 331446 209470 1671625 541912 423304 188458 234846 1129713 558992 132687 570721 253918 316803 96706 54357 31941 22416 20623 47781 426305 42349 19620 22729 53068 175412 16986 118608 19191
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 8653208 2977108 1 2426112 2711556 808 138 3163417 5 142 713 10 2 577 12879874 564 2 2842 69700 8913208 2639330 412 139
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=40
num_cat=25
split_feature=11 2 3 0 2 0 0 1 2 9 2 0 0 1 7 1 2 2 9 1 9 1 1 0 9 3 2 1 0 2 2 0 0 3 1 0 0 7 2
split_gain=0.121232 0.310046 0.186099 1.30962 1.43499 1.28931 1.12003 1.00227 1.76214 2.44965 1.73645 2.60403 0.871087 0.839043 1.0775 0.817061 2.26225 1.31418 1.33903 1.15462 1.18688 1.10905 0.986339 1.41575 0.968701 0.740685 0.654487 0.611522 0.541739 0.990091 0.679831 0.492076 0.480121 0.454786 0.361491 0.343859 0.308157 0.255657 0.244562
threshold=0 1 1.0000000180025095e-35 5.5000000000000009 2 2.5000000000000004 24.500000000000004 3 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 8 9 10 11 12 13 14 15 16 1.0000000180025095e-35 17 3.5000000000000004 18 19 9.5000000000000018 20 21 1.0000000180025095e-35 6.5000000000000009 10.500000000000002 22 5.5000000000000009 12.500000000000002 23 24
decision_type=9 9 2 2 9 2 2 1 9 1 9 2 2 1 1 1 9 9 1 1 1 1 1 2 1 2 9 1 2 9 9 2 2 2 1 2 2 1 9
left_child=2 -2 3 4 7 34 15 8 31 -10 11 -9 -12 28 26 16 24 19 21 20 -17 -19 23 -18 -4 -20 -15 -7 30 36 32 -1 -5 -21 -6 -26 -30 -29 -24
right_child=1 -3 6 13 5 27 -8 10 9 -11 12 -13 -14 14 -16 17 22 18 25 33 -22 -23 38 -25 35 -27 -28 37 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0096084845870955254 0 0 0 -0.00075764977177786709 0.009784196025881188 -0.015323412918184143 0.0017955327623071439 0.00016284734419172374 0.013427201205258872 0 -0.0088658422622210457 0.012213895709877496 0.015479869761948085 0 0.011559538103260214 -0.0065426696802573948 0.011919541828648936 0 -0.011877926778395024 -0.0073329310918859277 0 0 0.0089682512057876577 0.012957714166253948 -0.0070567909715369458 0 -0.0082852457419601046 0 -0.011620158899404669 -0.0038657275517173352 -0.014721227945363536 0.013430946845757125 0 -0.015455599665756686 0 0.011363967814557384 0 -0.01185242553475715
leaf_weight=28.599392376723699 6.5207096558151534 23.556137932348069 54.643209681024018 26.276562998980808 90.961544299774687 23.750749516315409 23.113528546789894 370.92532938570366 449.48230776334094 204.74335139761388 84.956884631945286 424.36504257189517 87.574891003350785 127.42818612068368 22.488530798233114 31.698185084474972 75.884948949315003 110.76919538386574 539.87018961981448 218.38474184183178 9.636600193261982 107.87778480933775 23.633918241423089 90.122841711709043 200.68448980913672 189.12380903051235 12.05483338612248 14.694088053191081 1.6980903551448134 48.724184514634544 5.7630528035515445 28.607011064334074 47.760094158118591 2.1361924002703736 88.907952064357232 38.639888231031364 4.1198883293545805 1.8385598546010449 76.825182477354247
leaf_count=30698 6556 9226 49495 6326 89030 32930 23580 199885 178008 77503 89221 129400 93034 33128 6509 34675 85981 89372 470090 275280 10571 111043 25840 85709 168771 171860 14953 18094 2173 11675 5663 30880 10674 2367 86347 16128 5744 2257 73637
internal_value=0 0.00445897 -6.66439e-05 0.000463066 -0.000389299 -0.00738833 -0.00087682 0.000506603 0.00338318 0.0052806 -0.0013606 -0.00360169 0.0062918 0.00637967 0.0103585 -0.000269233 0.00256979 -0.00186283 0 -0.00761688 0.00202639 0.00619637 -0.00314973 0.000410283 0.00840885 -0.00212104 0.014075 0.00241134 0 -0.00606995 0.0045793 -0.00847375 0.00859122 -0.0106096 -0.0113955 0.0110377 0.00475409 -0.00272891 -0.00960999
internal_weight=0 30.0768 3988.77 2195.72 1899.41 220.153 1793.04 1679.25 711.432 654.226 967.822 795.29 172.532 296.313 161.972 1769.93 560.434 1209.5 947.641 261.856 41.3348 218.647 266.467 166.008 293.968 728.994 139.483 40.2834 134.342 54.5422 79.7997 57.2064 74.0367 220.521 179.869 239.324 5.81798 16.5326 100.459
internal_count=2864313 15782 2848531 1154132 1057287 228658 1694399 828629 317089 255511 511540 329285 182255 96845 54590 1670819 505561 1165258 842365 322893 45246 200415 271167 171690 234394 641950 48081 53281 42255 19592 22663 61578 17000 277647 175377 184899 7917 20351 99477
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 8653208 2977108 564 264448 1 590928 564 1 641 6857957 7365777 10 64 5 30 513 2 2363098 412 8913208 2639330 139 1 67584
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=40
num_cat=26
split_feature=12 0 1 1 6 2 0 9 2 1 3 0 0 3 9 2 0 2 0 9 0 2 1 6 9 1 3 0 9 3 3 2 1 9 2 2 1 1 2
split_gain=0.12309 0.810786 0.268532 0.193128 1.84092 1.84583 2.59412 2.12959 1.51674 2.77572 1.6603 1.6491 1.41259 1.21399 1.17059 1.00187 0.898366 0.875419 1.19284 1.15583 0.916385 1.12706 1.70697 1.50319 0.795757 0.734588 0.706569 0.677038 0.668053 0.565568 0.555599 0.513324 0.583251 0.492406 2.75758 1.52241 1.47908 0.91942 0.486741
threshold=0 4.5000000000000009 1 2 3 4 1.5000000000000002 5 6 7 3.5000000000000004 1.5000000000000002 4.5000000000000009 9.5000000000000018 8 9 2.5000000000000004 10 1.0000000180025095e-35 11 13.500000000000002 12 13 14 15 16 3.5000000000000004 13.500000000000002 17 5.5000000000000009 1.0000000180025095e-35 18 19 20 21 22 23 24 25
decision_type=1 2 1 1 1 9 2 1 9 1 2 2 2 2 1 9 2 9 2 1 2 9 1 1 1 1 2 2 1 2 2 9 1 1 9 9 1 1 9
left_child=3 2 -2 4 8 12 7 15 10 31 27 -11 13 -6 -12 -7 -13 18 25 -20 33 -22 23 -23 -24 -5 -27 -1 -8 -16 -9 32 -10 35 37 36 -19 -35 -30
right_child=1 -3 -4 17 5 6 28 30 9 11 14 16 -14 -15 29 -17 -18 20 19 -21 21 22 24 -25 -26 26 -28 -29 38 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0.013483634798108442 0.0077789641037419007 -0.015203577143095859 -4.8669979222514714e-06 -0.0060359376581508731 -0.022434341073350954 0.024275604542724608 0 -0.0087668997000507256 0.010085613338142754 -0.019778152576024194 0.0064788553045791245 0.010516089465408593 0 0 -0.016498387715851829 0 -0.0068610981101065172 -0.0039528650498602087 0.00016210673251046745 -0.016534949036569001 0.020436131598041321 0 0.00059379219694337989 0.022323790418016055 -0.014898270152160376 0.013429549214769868 0 0 -0.015462826713285424 0 0.0025499345477347306 -0.00056546036572534502 0 -0.0042078237107285007 -0.015884160985842385 0.00022290561717326309 0.013524721599583024 0.0064968177309031655 0
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leaf_count=202552 6140 9905 9444 19154 114052 45243 14009 38589 78911 79025 21964 14813 29450 1685 34585 10094 33984 17881 29294 97509 15502 7700 3606 4140 13434 63532 25838 6098 59979 14123 64351 64771 66463 36946 75820 1201982 121609 69921 41150
internal_value=0 -0.00478326 0.00122886 3.74623e-05 -0.00100288 -0.00639756 0 0.00781607 0.00180905 -0.00141465 0.00743621 -0.0116321 -0.0146457 -0.0200163 -0.00224543 0.0187956 0 0.000526362 -0.00558049 -0.0122832 0.00107095 0.00925166 0 0.0102958 -0.00965347 0.000705167 0.00750356 0.0121456 -0.0100111 -0.010724 -0.000505633 0.00364728 0.00621835 0.00053851 -0.00277176 0.00112966 0.00954022 0.0021318 -0.01216
internal_weight=0 23.5524 13.4592 3996.25 1068.23 390.692 264.363 137.824 677.541 417.951 259.59 140.898 126.328 100 64.0719 49.2101 62.5072 2928.02 164.344 93.0748 2763.68 105.659 90.8695 49.4704 41.399 71.2694 54.8679 195.519 126.54 43.9775 88.6135 277.053 204.447 2658.02 304.878 2353.14 159.745 229.624 111.28
internal_count=2865248 25489 15584 2839759 1035891 418602 273415 158277 617289 337967 279322 127822 145187 115737 70672 55337 48797 1803868 235327 126803 1568541 44382 28880 11840 17040 108524 89370 208650 115138 48708 102940 210145 145374 1524159 182687 1341472 139490 106867 101129
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=1 354 960 2 8721450 6 9250996 384 6 2098116 1597568 10 10551558 24 2 12 48 4 2097218 128 3 2199884 12588544 2 17 2098000
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=40
num_cat=26
split_feature=11 2 0 3 3 0 0 2 1 1 2 2 0 9 2 2 1 0 12 2 9 1 1 0 3 3 1 12 7 9 3 2 1 0 1 0 1 1 9
split_gain=0.112285 0.287403 0.247643 0.188048 0.169167 1.07696 1.0473 1.24122 1.13198 1.09986 2.88928 2.45399 3.20982 0.744423 2.04799 1.68482 1.23746 1.0881 0.704279 0.778914 3.1 2.68064 1.88399 0.962268 1.63873 0.719187 0.636263 0.588713 0.649756 0.569892 0.494507 0.487006 0.423763 0.200786 0.271263 0.168342 0.146442 0.135749 0.0985883
threshold=0 1 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 24.500000000000004 5.5000000000000009 2 3 4 5 6 1.0000000180025095e-35 7 8 9 10 6.5000000000000009 11 12 13 14 15 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 16 17 18 19 9.5000000000000018 20 21 1.5000000000000002 22 41.500000000000007 23 24 25
decision_type=9 9 2 2 2 2 2 9 1 1 9 9 2 1 9 9 1 2 1 9 1 1 1 2 2 2 1 1 1 1 2 9 1 2 1 2 1 1 1
left_child=4 2 3 36 6 18 7 8 33 11 29 -9 -13 14 16 26 17 -8 19 20 21 -6 -22 24 -21 -25 -15 28 -10 -11 -20 -12 -16 -1 -35 37 -2 -17 -7
right_child=1 -3 -4 -5 5 38 13 9 27 10 31 12 -14 15 32 35 -18 -19 30 23 22 -23 -24 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.00138981340937833 0 0 0 0 -0.0072023127781663358 0 0 0.0084912349325322618 -0.019393641381231733 0 0.00063282272606675664 0.00059000734880701542 -0.015160678024095956 0 0 0 0 0.021157644470309662 -0.015969315407808667 -0.0050404492932988043 0 0.008177701730350111 -0.019827452881160369 0.0049169566762029384 0.011314039067838821 -0.0014241218676879282 0.016547192653290865 0 0 0.014497514254229141 0 -0.0057540511563405426 -0.012481616552822088 0 0.0091970187572596156 0 0.014674379230371834 -0.015228358887157329 -0.015040718915283717
leaf_weight=48.072998584248126 2.0735562567133456 7.4300907017022864 11.303610296337864 0.62658339462359514 140.98146280316178 5.3139753175200894 24.091852595534874 83.462697643772117 74.191162668765173 19.401280094956746 984.98661344069842 207.16921106354857 205.86759936569433 5.4920397800160572 11.022923587268449 15.595901201158995 80.199108111104579 111.2675017999718 17.595231191669885 351.98274761724315 63.728599514812231 236.24091589455747 102.14164030750544 684.91987883947513 36.450683331015171 135.95778817062092 9.7536114118993265 0.22586235095513885 5.7496079468692178 157.29874769160961 0.26637348489020851 94.693795587452769 13.665159364638386 3.9797447650053073 14.024680970935153 0.40242410922655736 8.789311503103816 26.933967122371541 17.652563086128797
leaf_count=43785 1156 6320 3013 681 158317 5604 5735 95379 84769 19021 314380 126813 98124 4574 8063 1865 28412 20835 18101 367247 64364 247389 122426 540953 37576 110800 9303 246 6315 151684 272 100175 10254 5433 15370 449 4702 7341 17699
internal_value=0 0.00420474 0.00791998 0.0131379 -0.000120227 -0.000887699 0.000374886 -0.000374909 -0.00820591 0.000281702 0.00199994 -0.00333203 -0.00692213 0.00565829 0.00799033 -0.000824421 0.0117942 0.0167792 -0.000288493 0 -0.00298063 0.00157118 -0.0130835 0.00144507 -0.00208764 0.00350096 0.0103746 -0.0142999 -0.0172436 0.0125477 -0.0122589 0 -0.00734047 0 0.00621973 -0.0115044 0.0148752 -0.0139748 -0.0150872
internal_weight=0 30.2232 22.7931 11.4895 3990.78 1793.23 2197.55 1899.12 146.244 1752.88 1256.38 496.5 413.037 298.424 240.247 58.1779 215.558 135.359 1770.27 1752.4 543.093 377.222 165.87 1209.31 388.433 820.878 15.2457 80.1666 79.9408 176.7 17.8616 1079.68 24.6881 66.0774 18.0044 42.9323 10.8629 42.5299 22.9665
internal_count=2864945 15872 9552 6539 2849073 1690748 1158325 1061494 155918 905576 585260 320316 224937 96831 73299 23532 54982 26570 1667445 1649072 592496 405706 186790 1056576 404823 651753 13877 91330 91084 170705 18373 414555 18317 64588 20803 9655 5858 9206 23303
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 8653272 5280424 275 897 2188306 9177348 5 2622330 10751146 155 1 11552025 1 394 306 534 1 1 4 324 140 1 24 5 12
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=40
num_cat=23
split_feature=3 2 5 2 2 1 1 1 2 2 1 0 1 2 3 3 9 9 0 1 0 9 1 3 0 1 0 0 0 0 2 3 0 1 0 2 9 0 1
split_gain=0.122322 2.106 0.64197 3.73689 1.96297 2.94275 1.83524 1.43068 2.43941 2.20722 1.43775 1.22793 1.16537 1.8429 1.13623 0.849398 1.03743 0.748808 0.641473 0.587577 1.0623 0.576185 0.544555 1.89685 0.50242 0.486185 0.816938 0.547979 0.478668 0.411116 0.388874 0.282321 1.1485 0.282987 0.270004 0.251744 0.240834 0.240411 0.240133
threshold=5.5000000000000009 0 1 2 3 4 5 6 7 8 9 3.5000000000000004 10 11 3.5000000000000004 1.0000000180025095e-35 12 13 9.5000000000000018 14 5.5000000000000009 15 16 1.5000000000000002 19.500000000000004 17 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 18 1.0000000180025095e-35 1.0000000180025095e-35 19 1.0000000180025095e-35 20 21 32.500000000000007 22
decision_type=2 9 1 9 9 1 1 1 9 9 1 2 1 9 2 2 1 1 2 1 2 1 1 2 2 1 2 2 2 2 9 2 2 1 2 9 1 2 1
left_child=2 -2 4 6 5 37 -4 9 21 28 34 17 14 19 24 18 -17 -8 -11 20 -14 -9 -15 -24 -5 27 -27 30 -6 -23 -3 32 38 -34 -10 -29 -37 -1 -7
right_child=1 25 3 12 7 31 11 8 10 15 -12 -13 13 22 -16 16 -18 -19 -20 -21 -22 29 23 -25 -26 26 -28 35 -30 -31 -32 -33 33 -35 -36 36 -38 -39 -40
leaf_value=0.012973461994473832 0.013527990891077047 0.010220718386099011 0 0.014594065071436294 0 0 0 -0.010325379676339444 -0.0045070877271234126 0.0021621215544928361 -0.017316648729967795 0 0.018884139215252962 0 -0.0014813207853129581 0 -0.012553272737666163 -0.027798172000154449 -0.0060548246815432458 0 0 0.00089682209956270381 -0.026945105862849268 0 0 -0.016013796967253725 0 0 0.013856264188662287 -0.0029290182182719234 0 0.00079985234145214822 0 -0.01359514806260983 0.0041871929241681051 0 -0.012119764167666346 0 0.0057120407759763863
leaf_weight=275.22728294561057 65.658589859136555 29.826851004894706 47.48964561390676 112.21427289475832 77.350211723212851 6.9140300479703001 34.729561217085575 22.349763351303409 43.288565854250919 800.76818810797704 136.53246041937382 30.511843376865727 38.951507469915668 20.975724552867177 22.771342988919059 184.8710048702269 74.090819553974143 70.764430501283641 64.905562500556698 25.228786785191915 8.604022224841172 820.0392072328541 24.74426586167101 79.938103674554441 1.6869200648798131 36.614198340001167 4.2618054686463429 18.463682237517787 128.91051017591235 370.69607474509394 13.14279479254037 131.6462644520343 37.48297406223719 50.24384359063697 39.086491310270503 0.40794070571428165 14.600285600929052 2.7611764667963135 53.637700954684988
leaf_count=288032 63949 27211 56492 112266 71513 8315 42697 13428 34523 245128 134659 33546 43538 22336 22173 126807 52154 87685 6196 26915 7451 522171 23676 89598 1609 38839 3047 9159 133782 112799 16444 177491 43139 53940 34931 486 15075 3696 57456
internal_value=0 0.00220772 -0.000219689 -0.00342809 0.000218042 0.00548449 -0.0136718 -0.000802255 -0.00302521 0.0013892 -0.0119656 -0.0187814 0.00233237 -0.00148331 0.00865212 -0.000223928 -0.00513002 -0.0240091 0.00102893 0.00724441 0.0118866 -0.000842 -0.00887817 -0.0115622 0.0132505 -0.00418998 -0.00982763 0 0.0100107 -9.04436e-05 0.00683164 -0.000951127 -0.00411481 -0.0108463 0 -0.00571656 -0.0091363 0.0122128 0.0026871
internal_weight=0 182.976 3839.41 518.61 3320.8 557.913 183.495 2762.89 1431.99 1330.9 218.908 136.006 335.115 198.442 136.673 1124.64 258.962 105.494 865.674 72.7843 47.5555 1213.09 125.658 104.682 113.901 117.318 40.876 76.4416 206.261 1190.74 42.9696 279.925 148.279 87.7268 82.3751 33.4719 15.0082 277.988 60.5517
internal_count=2864352 174210 2690142 569982 2120160 632069 220420 1488091 852511 635580 204113 163928 349562 213514 136048 430285 178961 130382 251324 77904 50989 648398 135610 113274 113875 110261 41886 68375 205295 634970 43655 340341 162850 97079 69454 24720 15561 291728 65771
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=8758164 2 2648230 555046 211 384 300 19137609 10552208 513 572 4554816 9 6 131 8 64 421 3171 264 2101320 8 256
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=39
num_cat=20
split_feature=11 2 3 3 2 0 12 3 2 1 9 3 1 3 0 1 0 0 3 2 1 3 1 7 1 1 0 0 1 1 9 0 3 0 3 3 7 1
split_gain=0.113212 0.294591 0.164848 0.137344 0.900357 0.346575 0.242448 0.964217 0.371381 0.696934 1.53808 0.709989 0.708862 0.480951 0.269514 1.99212 4.11253 2.50455 0.805657 1.90717 0.467609 0.224119 0.160163 0.147074 0.097602 0.0841178 0.0743065 0.0667153 0.0566966 0.0552279 0.188781 0.144749 0.0378399 0.0312121 0.0261618 0.0228394 0.0132086 0.00191667
threshold=0 1 6.5000000000000009 9.5000000000000018 2 7.5000000000000009 3 1.0000000180025095e-35 4 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35 7.5000000000000009 8 19.500000000000004 20.500000000000004 4.5000000000000009 9 10 6.5000000000000009 11 12 13 14 3.5000000000000004 12.500000000000002 15 16 17 11.500000000000002 1.0000000180025095e-35 7.5000000000000009 36.000000000000007 5.5000000000000009 18 19
decision_type=9 9 2 2 9 2 1 2 9 1 1 2 1 2 2 1 2 2 2 9 1 2 1 1 1 1 2 2 1 1 1 2 2 2 2 2 1 1
left_child=3 2 25 6 5 24 8 26 9 11 13 22 -13 -11 18 16 -16 -17 20 -20 -10 -12 -1 -9 -5 -2 28 -27 36 32 -31 -32 -3 35 -26 -34 -8 -6
right_child=1 29 -4 4 37 -7 7 23 14 10 21 12 -14 -15 15 17 -18 -19 19 -21 -22 -23 -24 -25 34 27 -28 -29 -30 30 31 -33 33 -35 -36 -37 -38 -39
leaf_value=0 0 0 0 0 0 0 0.0080418467057931098 -0.017042711668990539 -0.0016491646956239428 0.010571742107768865 -0.011240378985493168 0 0.013937149349622091 0 0.017262042588869621 -0.01078325803022921 -0.01308902011160802 0.010927964078063025 0.0025225032861909153 -0.012943063332586355 0.0010745156213203984 0 -0.0055035881368678732 0 0.021593174996767488 0.017201735319702649 0 0 0 0 -0.010013148821644445 0 0.0053366615350146918 0 0 0 0 -0.0038150920086104444
leaf_weight=34.337708381077391 0.91800942193367518 3.1179465322056785 0.61087385760038149 3.8184117154160049 1.8128452656674197 0.95329580956604232 2.3934973650902975 17.0061652735676 790.76760961981927 26.967388785131334 192.99121774230662 19.501040496354108 31.952613570731046 31.301647263891937 147.59423164409236 137.44406868372607 23.965134451747872 39.336937489482807 94.555111496185418 115.90839300856169 2214.6828453509988 6.3159588277485446 30.885749107670563 0.60437354922760889 12.750200279784625 4.9762145013082772 0.96776433964259911 0.18158688890980546 1.7361125998140803 0.96906940286862664 15.397924791934214 1.2340636791195709 2.2652760055207191 0.37931728910189111 0.05484507748042311 0.22342011649743643 0.080267403915059155 11.973702563191184
leaf_count=42627 936 843 742 3454 2076 683 3189 17275 579342 29281 257158 18248 39307 42707 65017 60900 18530 16966 91163 102815 1386588 7960 33743 668 11764 4855 1456 135 2043 460 6165 205 1263 115 45 156 85 13222
internal_value=0 0.00411627 0.00921815 -0.000169223 0.0042394 0.0128493 -0.000310894 -0.00719258 -0.00014141 -0.0030095 -0.0059407 0.00141128 0.00919567 0.00377284 0.00010696 0.00267327 0.00973386 -0.00344994 -0.000100402 -0.00573275 0.000247943 -0.0101901 -0.00239338 -0.0159961 0.0179188 0.0136249 0.0023282 0.0129201 0.00522443 0 -0.00309645 -0.00671829 0 0.00339303 0.0173776 0.00461022 0.00594413 -0.00334057
internal_weight=0 30.2737 6.68668 3992.66 31.3633 17.5768 3961.3 22.7882 3938.51 374.253 257.576 116.677 51.4537 58.269 3564.25 348.34 171.559 176.781 3215.91 210.464 3005.45 199.307 65.2235 17.6105 16.6235 6.07581 5.17764 5.1578 4.20988 23.587 17.6011 16.632 5.98596 2.86801 12.805 2.4887 2.47376 13.7865
internal_count=2864187 15875 6668 2848312 31244 15946 2817068 24716 2792352 471031 337106 133925 57555 71988 2321321 161413 83547 77866 2159908 193978 1965930 265118 76370 17943 15263 5926 6773 4990 5317 9207 6830 6370 2377 1534 11809 1419 3274 15298
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=1 8653208 10783349 1 18137121 531 2 1 421 9994 641 1 1 578 132 218 468 4 1 20
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=40
num_cat=29
split_feature=11 2 0 3 1 3 0 0 2 0 1 9 9 2 0 2 1 1 1 1 7 1 2 9 2 1 2 0 2 2 2 3 3 1 2 9 2 2 1
split_gain=0.116647 0.282778 0.236179 0.181188 0.144531 0.136425 0.902827 0.848699 1.08563 1.31697 0.948749 0.905896 0.739961 1.4604 1.39025 2.58138 1.52367 1.13913 0.738607 0.657409 0.853739 0.633846 3.39014 2.75819 3.40945 1.56184 1.54161 1.38815 1.8647 1.57394 1.28032 0.773617 0.59369 0.675125 0.568031 0.458061 0.889468 0.824627 0.432357
threshold=0 1 3.5000000000000004 6.5000000000000009 2 1.0000000180025095e-35 24.500000000000004 5.5000000000000009 3 2.5000000000000004 4 5 6 7 1.0000000180025095e-35 8 9 10 11 12 13 14 15 16 17 18 19 1.0000000180025095e-35 20 21 22 1.5000000000000002 8.5000000000000018 23 24 25 26 27 28
decision_type=9 9 2 2 1 2 2 2 9 2 1 1 1 9 2 9 1 1 1 1 1 1 9 1 9 1 9 2 9 9 9 2 2 1 9 1 9 9 1
left_child=5 2 3 4 -2 7 21 8 9 38 11 -11 14 18 16 -16 -10 -15 -14 35 34 23 25 27 31 26 -23 29 -29 -7 -27 -25 33 -24 -21 36 -9 -37 -1
right_child=1 -3 -4 -5 -6 6 -8 19 12 10 -12 -13 13 17 15 -17 -18 -19 -20 20 -22 22 32 24 -26 30 -28 28 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 -40
leaf_value=0 0 0 0 0 0.014464854667183669 -0.0084980457154962327 -0.013979917028729132 0.0081268591395863479 0.0094924380149436702 0.019720661963138226 -0.0037248763551594333 0 0 -0.0053359602583659127 0.0084878803609146659 -0.0069434484724631151 -0.00061806168153234373 0.0041333703486667898 0.019420198616329098 0.013227943746960661 0 0 0 0 0.0014538482430583629 0.0070658204378785299 0.018313718434627146 -0.0013407081460851816 0.010745882098564202 0.0049828063444725098 -0.0091201900778004313 -0.02614854038138258 0.0018590272366317412 -0.0089395304217649973 0 0.0022304132612846815 -0.0058363159553537595 -0.013174520188689429 -0.014314402368173114
leaf_weight=67.878545478488377 2.0663583267887589 7.4121696233924039 11.276251111441523 0.61345038894796822 8.8778024689963768 118.33784004102199 22.285418259329163 86.335015166587254 164.36484281287267 12.616592831589514 18.156581174989697 5.9322290280542811 6.3410128995164996 143.02504855985899 82.510116920922883 551.84186865973606 377.70124066936114 328.92151655118505 42.880129806631885 130.5878271953552 22.50905864633387 44.250514301886142 103.29622605310578 18.632118491535948 122.48367081226024 40.308734841069963 91.81251220019476 122.12205004678981 367.26939476258849 137.12688752687245 66.702409459860064 59.33165773843939 9.2564869572379376 469.51021654270335 12.125793861603595 5.9659774542669766 14.134868062799795 28.675598061003257 97.69417484603764
leaf_count=66729 1173 6323 3020 675 4768 128933 22851 18408 117321 17829 22906 8014 5739 64256 80152 168175 219928 149047 43366 33228 6421 45532 72357 20328 121090 46099 91303 122564 311643 136397 66135 62361 8897 432704 14865 5718 11802 6158 99238
internal_value=0 0.00416821 0.00785254 0.0129503 0.014645 -0.000177107 -0.00086104 0.000249731 -0.000413736 -0.00674473 0.00340972 0.0127086 0.00030827 0.00342761 -0.000894279 -0.00416883 0.00241538 0.000484962 0.0154133 0.0050113 0.00851217 -0.00029909 -0.00239386 0.00125091 -0.0077506 0.00629145 0.0124197 0.00432708 0.00743006 -0.000570905 -0.000718987 -0.0203439 -0.00667451 -0.00750647 0.0118295 0 0.00292418 -0.00672876 -0.0110524
internal_weight=0 30.246 22.8339 11.5576 10.9442 3992.92 1792.73 2200.2 1899.86 202.278 36.7054 18.5488 1697.59 521.168 1176.42 634.352 542.066 471.947 49.2211 300.334 165.223 1770.44 825.137 945.304 200.447 243.074 136.063 744.856 489.391 255.465 107.011 77.9638 582.063 572.806 142.714 135.111 100.47 34.6416 165.573
internal_count=2864453 15959 9636 6616 5941 2848494 1689194 1159300 1062700 214716 48749 25843 847984 262408 585576 248327 337249 213303 49105 96600 54514 1666343 763027 903316 203779 249069 136835 699537 434207 265330 112234 82689 513958 505061 48093 42086 30210 11876 165967
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 8653272 24 5280426 286 9 1 2711556 10814720 936 138 448 564 1 961 8723240 5 6559514 28 65576 11580193 854088 69672 2 2363098 9 8929656 2622626 11
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=40
num_cat=22
split_feature=2 1 3 9 0 0 0 9 3 0 0 2 1 2 1 3 3 1 5 2 0 2 1 1 3 0 2 2 9 1 3 1 2 0 0 0 1 0 1
split_gain=0.125427 1.42158 1.98619 0.618079 0.597677 0.45011 0.421588 0.441357 0.388466 1.37642 2.66718 1.40249 1.19546 0.867539 0.924638 0.622164 0.605611 0.413435 0.397788 1.96582 1.50909 1.31305 4.75091 1.81038 1.67014 1.97817 1.57221 1.39506 1.09091 1.37286 1.04948 1.00218 1.03273 1.35222 0.79898 0.673048 0.563346 0.453087 0.430024
threshold=0 1 1.0000000180025095e-35 2 16.500000000000004 2.5000000000000004 1.5000000000000002 3 5.5000000000000009 7.5000000000000009 1.5000000000000002 4 5 6 7 9.5000000000000018 11.500000000000002 8 9 10 3.5000000000000004 11 12 13 3.5000000000000004 2.5000000000000004 14 15 16 17 1.5000000000000002 18 19 1.5000000000000002 4.5000000000000009 1.5000000000000002 20 11.500000000000002 21
decision_type=9 1 2 1 2 2 2 1 2 2 2 9 1 9 1 2 2 1 1 9 2 9 1 1 2 2 9 9 1 1 2 1 9 2 2 2 1 2 1
left_child=1 6 3 5 -4 -3 7 -1 18 10 11 17 -13 -12 -15 -11 -14 -10 21 20 28 22 24 27 25 -2 35 34 -20 -30 -28 37 33 -33 -23 -25 -26 -21 -34
right_child=8 2 4 -5 -6 -7 -8 -9 9 15 13 12 16 14 -16 -17 -18 -19 19 31 -22 23 -24 26 36 -27 30 -29 29 -31 -32 32 38 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.01834858833265934 0.0099021131214855652 -0.019743201541420886 -0.0073735411756457678 0 0 0 0.0086558983648618668 0.0022248896693375614 0.024673132561471141 0.00019555166016656112 0 0.026148288513607607 0 -0.021028333881660644 0 0 -0.0078714158196637671 0 0.01269374409587975 0.00022645118316859579 0.0018316258588239607 0.010767502298192469 0.00053262637479709908 0.012676063198746602 0 -0.0018776266720363572 0.0095481905188461915 0 -0.025075963772896 -0.019789739946671797 -0.0019606766581988368 0 0.014777756438424113 -0.0044200430373290403 -0.0042556645868747217 0 0 -0.0094482569824843928
leaf_weight=23.456842393134139 104.67994593882759 52.774085342578474 73.364624407437077 12.888286996647365 3.7605160488164975 23.935060393647291 96.737607101262256 98.922572335501172 7.9297511590993963 9.2502821119560377 7.8934206273988821 16.472600681794574 44.483370718298829 8.4782657111936697 42.150640015766839 1.2234513155999582 2.8457833674910935 26.190542292417376 45.012899498651677 69.358959718141705 38.827958965288417 842.37937359928037 385.90750855360966 563.26248467502592 9.6929340101269172 54.223906613711733 124.86959907539131 161.68982615048299 15.739543962379685 68.076621737094683 72.196306204619759 58.72024978891568 33.352678461676987 43.158524477308674 230.17249088463723 428.88050007133279 13.748425931247768 1.8339626270753786 103.51808631981839
leaf_count=28342 105990 58027 109224 13334 2931 19145 88326 116982 7739 5591 7700 16882 43647 6901 33713 883 2774 25878 53924 67984 43159 346393 397952 341211 10286 65859 113370 152028 18281 82999 70491 65250 34809 41774 32905 102877 14173 1742 112705
internal_value=0 -0.00169166 -0.00815656 0 -0.0178974 0.00532174 0.00256937 0.00627244 9.94744e-05 0.00445506 0 0.00937929 0.0155507 -0.0131975 -0.0163043 0.020896 0.0213301 -0.0015431 -6.04668e-05 -0.00271518 -0.0104566 0.000286802 0.0045097 -0.000639919 -0.0069393 -0.0116324 -0.00345757 0.00186281 -0.0156582 -0.0200653 -0.0110232 0.00140926 -0.00102102 0.00427948 0.000132937 -0.00129522 0.00663312 0.0096928 -0.00673812
internal_weight=0 385.84 166.723 89.5974 77.1251 76.7091 219.117 122.379 3636.22 166.918 156.444 97.922 63.8018 58.5223 50.6289 10.4737 47.3292 34.1203 3469.3 477.599 167.657 2991.7 568.253 2423.45 182.345 158.904 1189.21 1234.24 128.829 83.8162 197.066 309.942 238.75 101.879 1072.55 992.143 23.4414 71.1929 136.871
internal_count=2864181 436311 202661 90506 112155 77172 233650 145324 2427870 151708 145234 96920 63303 48314 40614 6474 46421 33617 2276162 522627 198363 1753535 594260 1159275 196308 171849 627949 531326 155204 101280 183861 324264 254538 107024 379298 444088 24459 69726 147514
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=24658945 229 3 2 8716330 540 8658952 34 284 2 10406 14382 292 812 262208 262208 6 264 532 98880 36 96
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=40
num_cat=24
split_feature=2 1 0 2 2 0 7 9 0 0 0 2 2 11 0 3 3 7 9 1 0 3 9 9 1 1 2 1 2 3 2 2 2 1 0 3 3 2 0
split_gain=0.135144 0.673354 1.17724 2.00225 0.995301 0.907262 0.726523 0.554957 0.417169 1.04214 0.919439 1.32552 0.461786 0.425209 0.400374 0.787752 0.400879 0.382386 0.426571 0.302365 1.0754 2.21122 1.79447 1.73615 3.19161 1.52361 1.48498 1.43494 1.33531 1.51841 1.05759 1.05127 1.04224 0.94081 0.698121 2.56871 1.61177 1.41533 0.668294
threshold=0 1 1.0000000180025095e-35 2 3 9.5000000000000018 4 5 16.500000000000004 24.500000000000004 2.5000000000000004 6 7 8 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 9 10 11 2.5000000000000004 1.0000000180025095e-35 12 13 14 15 16 17 18 1.0000000180025095e-35 19 20 21 22 7.5000000000000009 2.5000000000000004 2.5000000000000004 23 1.0000000180025095e-35
decision_type=9 1 2 9 9 2 1 1 2 2 2 9 9 9 2 2 2 1 1 1 2 2 1 1 1 1 9 1 9 2 9 9 9 1 2 2 2 9 2
left_child=19 2 4 5 7 6 -4 -2 10 -10 12 -12 14 -13 16 -16 -3 18 -6 20 23 22 27 24 26 30 -1 -22 29 -27 -25 -21 -29 -24 36 -36 37 -23 -33
right_child=1 8 3 -5 17 -7 -8 -9 9 -11 11 13 -14 -15 15 -17 -18 -19 -20 31 21 34 33 25 -26 28 -28 32 -30 -31 -32 38 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.0028530184321842126 0.011106575731209108 -0.0077798889652814065 0.018418395471459847 -0.0038208904630871506 0 0 0 0 0.016646763350387669 -0.0041549912036324306 0 -0.017225546696765636 -0.0041763404677214368 0 0.011372760520288912 -0.00071063337392667457 0.0014574734015004925 0 -0.01310913913126394 0.0081967987067097844 0 0.01940117656715766 -0.01041155287200248 -0.0015566026534062647 -0.0044671976927461512 -0.0095240590045039732 0.017384557333036635 0.022678076174292277 -0.018329246463615025 0.0042158176897124028 0.01047927645276874 0.0008763030746282845 0 0.0052266512583607526 -0.019991977696357095 0.0077924963728939955 -0.0063577711079381011 0 -0.0028766106571017805
leaf_weight=10.437119781156071 12.198537930191378 32.878764295965084 109.18154838132614 66.002655525209775 6.0426582241052529 15.860548887372714 15.733596453996141 49.918060230616902 6.8568158722919206 9.6386529900482838 64.947623465282959 103.97403596776712 186.38949460707954 0.793589932291069 67.835021422419231 26.388731761238887 71.502250986870422 6.6127948811626984 78.499463595893758 81.052464836684521 18.902931416436331 31.177667970096081 23.42112182310666 226.37426145304926 120.86147738077125 122.30344979006622 140.46834741840576 125.79359291034052 68.960769416677067 111.94130511002004 52.313161978421704 652.68700438426822 5.8169174848590037 52.731281846063212 43.609057018373278 19.100048878899543 67.005306462830049 52.636354265341652 1064.4565128457834
leaf_count=9940 21182 33573 90224 87720 6339 8929 12800 90374 6357 9880 70505 101385 195260 615 67804 25969 80898 7345 84285 83451 13777 34705 7876 126309 80751 91139 119566 33460 70762 111204 52296 421269 7378 24543 37013 14438 60219 30019 436746
internal_value=0 -0.00112786 0.00164498 0.00672068 -0.00345519 0.0127027 0.0160588 0.00280304 -0.00335979 0.00320135 -0.00427967 -0.00995525 -0.000516031 -0.0151091 0.00180772 0.00621928 -0.000306985 -0.00929797 -0.0118552 0.000198479 0.00140907 0.00531951 0.0117179 -0.000364073 0.00537217 -0.00369289 0.0141089 0.0167086 -0.00830207 -0.00201334 0.000793054 -0.000521077 0.0202661 0 -0.000847437 -0.00851026 0.00156291 0.0105377 -0.00128054
internal_weight=0 931.255 360.05 206.778 153.272 140.776 124.915 62.1166 571.205 16.4955 554.71 169.715 384.994 104.768 198.605 94.2238 104.381 91.1549 84.5421 3092.05 1293.85 440.194 226.666 853.66 271.767 581.893 150.905 150.513 303.206 234.245 278.687 1798.2 131.611 76.1524 213.528 62.7091 150.819 83.814 1717.14
internal_count=2868305 1001444 409198 199673 209525 111953 103024 111556 592246 16237 576009 172505 403504 102000 208244 93773 114471 97969 90624 1866861 925395 263428 87034 661967 210257 451710 129506 54615 273105 202343 178605 941466 40838 32419 176394 51451 124943 64724 858015
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=8499454 13 6555392 803329 1 10 542720 279808 1 1 4 370 1 6 336 34 69634 64 8388810 8388680 8400900 106 16 8388666
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=40
num_cat=23
split_feature=2 1 9 2 5 0 2 3 7 0 0 0 2 9 0 3 5 2 1 8 0 0 2 1 1 3 1 0 0 3 7 1 1 2 2 8 3 3 0
split_gain=0.113141 0.497825 0.906341 0.576137 1.97447 0.945018 0.564638 0.939569 0.456312 0.459868 0.452881 0.448855 0.395067 0.377196 0.297593 0.262568 1.02323 3.95254 1.00575 0.941432 0.884951 3.18423 1.10185 1.98883 1.0603 0.974298 0.922852 2.33857 1.43624 0.890432 0.552738 0.560566 0.539917 2.44751 1.19942 0.536744 0.527421 0.478469 0.371549
threshold=0 1 2 3 4 7.5000000000000009 5 5.5000000000000009 6 12.500000000000002 8.5000000000000018 23.500000000000004 7 8 19.500000000000004 1.5000000000000002 9 10 11 12 9.5000000000000018 14.500000000000002 13 14 15 7.5000000000000009 16 1.5000000000000002 2.5000000000000004 7.5000000000000009 17 18 19 20 21 22 3.5000000000000004 4.5000000000000009 17.500000000000004
decision_type=9 1 1 9 1 2 9 2 1 2 2 2 9 1 2 2 1 9 1 1 2 2 9 1 1 2 1 2 2 2 1 1 1 9 9 1 2 2 2
left_child=1 12 3 8 5 -5 -4 11 9 -3 -6 -8 13 -1 -15 16 19 18 -18 30 22 24 23 25 -22 35 27 29 37 -24 32 -32 33 -2 -34 -17 -29 -28 -33
right_child=15 2 6 4 10 -7 7 -9 -10 -11 -12 -13 -14 14 -16 20 17 -19 -20 -21 21 -23 26 -25 -26 -27 28 36 -30 -31 31 38 34 -35 -36 -37 -38 -39 -40
leaf_value=0.0015013114640209839 0.013895286302557383 0.0098974627214474271 0 -0.013805426050536047 0.012944446780968916 0.00093248020705204843 -0.02273767540154413 0 -0.0014150635324907289 0 0 0 0.0035045413169217106 -0.0082296045730902798 0 0.015922683783132319 -0.0023318443425895791 -0.022884475331546174 0.014138347911154692 0.015704367412471169 0 -0.0074469458974499433 -0.016542933554449867 -0.00090796286337379076 0.028234342344459224 -0.00021265972602281204 0.0074602397525449565 0.0075850847119796096 -0.0064586529508203041 0 -0.0035961054874197431 0.0075035892134632026 -0.00035882226214283323 -0.0010809718594489012 -0.0083778114900991459 0 -0.0021198694014147646 0 0
leaf_weight=25.996491173882532 89.028093275883293 91.853649829761707 20.73525042606343 112.65675182919222 28.430624638160229 7.6432716826966489 45.037571921217022 6.1528939503405118 5.4948161547654299 4.4268368787597856 1.9276900908153027 1.0983831230550993 230.22796442397521 86.557714555205166 1.0105964803806262 148.51524033748137 14.261391596493921 48.168213609067607 30.958013235416729 7.9853270254970985 9.8559542350703833 17.460414929169929 129.26291960255185 202.06129416805925 23.866429036381305 7.0750345150881904 204.29499178749393 67.415499478927813 120.13843506360718 5.5567623282840932 11.849441775586454 205.14827482223336 1160.1296375722231 543.95726364078291 209.82661789342819 4.4087388911866574 38.301592669682577 45.222295296109223 9.2603380086366069
leaf_count=35455 94694 101671 21227 104985 26155 8572 49427 5860 5132 3206 1743 857 217732 134775 958 151824 16539 60510 30236 3305 3208 12347 141920 206717 15584 7974 203953 47088 82857 5580 10575 65696 359766 344666 208443 4527 27387 41649 4518
internal_value=0 -0.00123939 -0.00400796 0 -0.00404275 -0.0108738 -0.0115582 -0.0155135 0.00431952 0.00762295 0.00933677 -0.0212271 0.00074442 -0.0023529 -0.00596075 0.000120316 -0.00036736 -0.00924715 0.00676724 0 0.00149561 0.0116929 0.000325536 0.00466015 0.0251513 0.0119673 -0.0019185 -0.00640459 0.000608632 -0.0145058 -0.000142852 0.00405553 -0.000817531 0.00128033 -0.00200264 0.0147675 0.00216711 0.00543445 0.00599711
internal_weight=0 669.251 325.458 252.434 150.658 120.3 73.0241 52.2888 101.775 96.2805 30.3583 46.136 343.793 113.565 87.5683 3354.01 2330.57 93.3876 45.2194 2237.18 1023.44 51.1828 972.253 362.06 33.7224 159.999 610.192 240.537 369.656 134.82 2229.2 226.258 2002.94 632.985 1369.96 152.924 105.717 249.517 214.409
internal_count=2869318 717755 328835 251464 141455 113557 77371 56144 110009 104877 27898 50284 388920 171188 135733 2151563 1198948 107285 46775 1091663 952615 31139 921476 371042 18792 164325 550434 221975 328459 147500 1088358 80789 1007569 439360 568209 156351 74475 245602 70214
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=24921345 45 5 279552 2 2621440 1 3162112 10 2 8454240 900 1 41626 124 515 108 1 448 962 2196 8393292 1
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=38
num_cat=23
split_feature=11 2 3 7 3 3 2 0 2 1 0 3 12 3 1 2 9 2 0 1 3 1 7 0 9 0 9 0 0 1 7 3 1 2 12 1 1
split_gain=0.10133 0.266328 0.226355 0.320104 0.301652 0.122246 0.854074 0.339196 0.274885 1.34939 0.227441 0.250474 0.206721 0.889131 0.233185 1.2494 0.62048 0.287207 0.984839 0.733904 0.178785 0.322068 0.133074 0.105771 0.104572 0.0918268 0.0773044 0.116768 0.0745098 0.070858 0.0637742 0.1675 0.0531928 0.0126849 0.0121605 0.00889041 0.00303798
threshold=0 1 1.0000000180025095e-35 2 6.5000000000000009 9.5000000000000018 3 7.5000000000000009 4 5 92.500000000000014 4.5000000000000009 6 1.0000000180025095e-35 7 8 9 10 13.500000000000002 11 1.0000000180025095e-35 12 13 17.500000000000004 14 13.500000000000002 15 9.5000000000000018 3.5000000000000004 16 17 23.500000000000004 18 19 20 21 22
decision_type=9 9 2 1 2 2 9 2 9 1 2 2 1 2 1 9 1 9 2 1 2 1 1 2 1 2 1 2 2 1 1 2 1 9 1 1 1
left_child=5 2 -2 4 25 8 7 30 9 20 11 -11 14 28 15 16 -10 19 -19 -16 26 23 33 -22 -17 34 29 -28 32 -1 31 36 -14 -15 -4 -3 -7
right_child=1 35 3 -5 -6 6 -8 -9 12 10 -12 -13 13 22 17 24 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.0039491715992058989 0 0 0.018260185788400631 0 0 0 -0.0032287306218334953 0 0.0080091595362658998 -0.014615459975062717 0 0 0 0 0.0014706866478920257 0 -0.0019157422668670471 0.00039010872278651587 0.010090100888889321 -0.0041522128845132246 0.012456343090443127 0 0 0 -0.0081254850625770651 0 -0.0050681595491128915 0 0 0 0 0 0.0058246001224359252 -0.014732624914028165 0 -0.0013807339931098742 0.017445215875405495
leaf_weight=10.013777061423752 9.4464235019986535 0.7447077086835634 11.358803336450357 1.0873660894867523 0.85266600683098737 0.84200356874498539 13.724527426558781 0.96281248875311476 96.064902772239293 75.363484431552934 0.12295755121158336 8.695441109055535 0.73570906912209466 0.20470810840197373 365.72540545785887 83.916198073296982 29.318122639757348 2513.7275293285202 85.495644418930169 395.87345997698321 18.893884544959295 42.13265725740348 0.62219477791223354 0.41609857916773663 161.19595070420473 0.23449016211088825 46.85286100814119 1.6163172670057964 0.961547133832937 2.4224813320906824 1.0822468154947298 0.41228890768252391 3.4658393721110796 16.288052446565416 0.030571753508408572 6.6339259560045347 14.477020808320956
leaf_count=11011 2337 760 5900 554 804 716 15217 693 105002 80871 168 8553 1005 254 379320 80581 31736 1352465 27036 439320 19299 42554 678 424 159164 90 55363 1141 1443 2710 1031 383 4263 16624 31 5563 13298
internal_value=0 0.00392136 0.00755014 0.012246 0.0151381 -0.000145626 0.00400527 0.0124582 -0.000283695 -0.00352885 -0.0114569 -0.0132426 0 -0.0062865 1.77153e-05 -0.00213868 0.00397241 0.000365955 0.000931218 -0.00113915 0.00155697 0.00491304 -0.015112 0.00956649 -0.00643566 0.0175022 0 -0.00284334 0.00237052 0.00104999 0.0174386 0.0180346 0.00525003 -0.0161261 0.0181728 0 0.0191093
internal_weight=0 30.389 23.0103 13.5639 12.4765 3991.63 31.5009 17.7764 3960.13 206.53 84.1819 84.0589 3753.6 22.2781 3731.32 370.495 125.383 3360.82 2599.22 761.599 122.348 61.4426 17.115 19.31 245.112 11.6239 60.9054 48.4692 5.1631 12.4363 16.8136 15.7313 4.20155 16.4928 11.3894 7.37863 15.319
internal_count=2868362 16039 9716 7379 6825 2852323 31338 16121 2820985 222094 89592 89424 2598891 24267 2574624 376483 136738 2198141 1379501 818640 132502 62277 17556 19723 239745 6021 70225 56504 6711 13721 15428 14397 5268 16878 5931 6323 14014
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=1 8653272 1 10783349 26509313 589 1 576 599090 5 552112 263 524 1 6 10 73 1 288 32 1 68 514
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=40
num_cat=18
split_feature=2 1 3 0 0 0 7 3 0 3 0 0 2 1 1 2 3 3 1 2 2 0 11 3 3 1 2 3 0 0 2 12 1 8 3 3 3 1 0
split_gain=0.0912324 0.619131 0.607879 0.404826 0.348078 0.293513 0.519083 0.250727 0.221818 0.19779 1.02841 2.53344 1.0474 1.09497 0.764138 0.517011 0.460025 0.406358 2.35018 0.876279 0.484935 0.454224 0.458109 0.348867 0.294386 0.276266 1.37456 0.603799 1.6841 1.48878 0.425635 0.435961 0.450137 0.371474 0.341087 0.722191 0.273887 0.255685 0.240191
threshold=0 1 1.5000000000000002 9.5000000000000018 11.500000000000002 1.0000000180025095e-35 2 31.500000000000004 17.500000000000004 5.5000000000000009 7.5000000000000009 1.5000000000000002 3 4 5 6 9.5000000000000018 4.5000000000000009 7 8 9 7.5000000000000009 10 14.500000000000002 7.5000000000000009 11 12 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 13 14 15 16 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 17 1.5000000000000002
decision_type=9 1 2 2 2 2 1 2 2 2 2 2 9 1 1 9 2 2 1 9 9 2 9 2 2 1 9 2 2 2 9 1 1 1 2 2 2 1 2
left_child=1 3 -3 5 7 -1 -7 -4 -5 17 11 12 24 23 -13 -12 -17 25 19 -19 -20 22 -22 -14 37 26 -2 28 -28 -29 34 33 -33 -32 38 -36 -16 -11 -27
right_child=9 2 4 8 -6 6 -8 -9 -10 10 15 14 13 -15 36 16 -18 18 20 -21 21 -23 -24 -25 -26 30 27 29 -30 -31 31 32 -34 -35 35 -37 -38 -39 -40
leaf_value=0 -0.0088071433541744935 0 -0.013150181595386293 -0.0093242741871138162 0 0.0084933623195453927 -6.4976131025272821e-05 0 0 -0.0009699064186149864 0 0 0.023765004571913641 0 -0.021155419229571138 0.02685366831781218 0 0.015785983139518026 0 -0.00058947979692517858 -0.023011159689943411 0 0 0 -0.0081098757478400684 -0.0045393849227165625 -0.0036020421501107474 0.01133349083864026 0.011012392449810855 -0.005275224954412309 -0.00072367163880409323 0 -0.01354740412457698 0.0068380394892487489 0.01009155350458983 0 0 0.0071316043320326485 0.0029964266738836741
leaf_weight=95.968801222174079 46.617446329299128 163.52346377499816 79.327305079938014 10.766497391407031 3.6878481204912523 127.43371864159781 16.007277371394594 0.013613742630694925 6.6991582850459954 5.4389678644074593 2.1281759040430188 15.958897464937762 41.886454540894192 22.992746409974643 37.129105908243218 7.000192960345883 0.7975742972921579 16.979861086947494 14.960932552770826 12.302983432557086 50.401939385876176 4.3039664543175595 1.0881487653823558 0.67364724053186265 15.69535347392957 54.843665577569482 219.10652186991501 198.73152193113492 82.255089213431347 23.716309042079956 2382.8992981285701 1.6505624232813716 13.203044739653702 31.609337197936838 105.31441948899737 56.424414825974964 0.37454230728326265 9.4651614532922412 42.797589110443369
leaf_count=122326 45057 171542 113025 7063 2999 118623 15234 16 5911 5189 2261 11506 41570 21835 33070 3453 492 15275 14464 12221 45208 2230 559 692 16275 60326 99631 179115 29072 15985 1385043 1890 15233 15216 110470 66885 378 8664 49940
internal_value=0 -0.00127549 -0.00479928 0.00128709 -0.0106905 0.00346311 0.00596256 -0.0122464 -0.00528573 9.09279e-05 0.00325436 0 0.00853695 0.0136315 -0.0139063 0.0175458 0.0191134 0 -0.00555154 0.00820768 -0.0143611 -0.0176845 -0.0215923 0.0198761 -0.000876624 0.000130326 0.00210511 0.00416429 0.000117409 0.00795793 -0.000203885 -0.000733278 -0.0108323 -0.00041925 0.00318786 0.00584851 -0.0175171 0.000193622 0
internal_weight=0 503.428 246.552 256.875 83.0288 239.41 143.441 79.3409 17.4657 3518.75 159.541 149.615 96.1523 65.5528 53.4625 9.92594 7.79777 3359.21 100.038 29.2828 70.755 55.7941 51.4901 42.5601 30.5995 3259.17 570.427 523.809 301.362 222.448 2688.74 2429.36 14.8536 2414.51 259.38 161.739 37.5036 14.9041 97.6413
internal_count=2865944 556739 287582 269157 116040 256183 133857 113041 12974 2309205 145385 139179 94225 64097 44954 6206 3945 2163820 89957 27496 62461 47997 45767 42262 30128 2073863 368860 323803 128703 195100 1705003 1417382 17123 1400259 287621 177355 33448 13853 110266
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=24921089 101 1 8454186 482 35 2600 568 8806 784 1 258 8389376 8389156 1 64 1 706
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=40
num_cat=19
split_feature=11 2 3 3 2 0 2 9 1 1 0 3 3 0 0 7 1 2 0 1 2 2 3 0 9 0 3 1 3 3 3 0 1 0 1 0 1 9 0
split_gain=0.088882 0.278704 0.156802 0.107944 0.774316 0.327401 0.265637 1.04322 1.54823 1.20055 1.23304 0.597973 0.611617 0.472323 0.411285 0.31554 1.82839 2.27672 1.10108 0.646849 1.5601 1.31318 1.89237 0.640491 0.626258 0.962794 0.474079 0.311715 0.309659 0.24468 0.23962 0.217798 0.097144 0.0832216 0.0820464 0.0642973 0.0546155 0.185882 0.144456
threshold=0 1 6.5000000000000009 9.5000000000000018 2 7.5000000000000009 3 4 5 6 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 7 8 9 18.500000000000004 10 11 12 1.5000000000000002 16.500000000000004 13 11.500000000000002 3.5000000000000004 14 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 34.500000000000007 15 32.500000000000007 16 12.500000000000002 17 18 11.500000000000002
decision_type=9 9 2 2 9 2 9 1 1 1 2 2 2 2 2 1 1 9 2 1 9 9 2 2 1 2 2 1 2 2 2 2 1 2 1 2 1 1 2
left_child=3 2 32 6 5 34 7 9 11 14 -11 12 -9 -13 28 19 24 23 -19 21 29 22 -8 -18 30 -26 -22 -23 -1 -21 -17 -10 -2 -12 -5 -34 -3 -38 -39
right_child=1 36 -4 4 -6 -7 15 8 31 10 33 13 -14 -15 -16 16 17 18 -20 20 26 27 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 35 -35 -36 -37 37 38 -40
leaf_value=0.016803945467276427 0 0 0 0 -0.0029931409733265587 0 0 0.0013847941072393771 -0.01094159513035526 -0.011167661284764333 0.0094984303312287965 0.01222167040043492 -0.0084442422425719116 0 0 0.0051525841857667353 -0.016882999750579004 0.014418433827765198 -0.0017020089419252774 -0.011266661132833068 0.00013511800225962957 -0.0038926348551984891 0.013519917037002116 0 -0.020233322607663199 0 -0.0053113859888728691 0.00012852869053457436 0 0 -0.0037194038871857411 0 0.016613734944369834 0 0.01611235845636249 0 0 -0.0099642345772638571 0
leaf_weight=49.592639185546432 0.95558689144672826 6.0964811404701322 0.61520911374827836 3.7579448754840996 13.59420140371367 0.9821510233450671 177.58004078226077 99.127606984140584 221.38460371956171 52.143249040469527 11.085482998321819 39.467416860585217 57.333521182823461 4.0334869911603155 12.576317643790388 31.612826979107922 14.493617377476768 196.30396964106694 6.5193216754414598 158.16682616141406 1274.3367678723298 173.12830194241542 156.62854766341479 1.879898674233117 26.313913502242944 2.4814784463087554 141.87804275595408 1004.0012937897845 2.7403290846850714 18.862276714395193 24.968254184830585 2.0948769289825568 5.1520229831658071 0.44703811238287094 13.379347301408421 0.18177217274205748 0.98700293735601008 15.373594036325825 1.2305567576840974
leaf_count=52988 960 2398 747 3403 15101 706 171457 116450 226278 57858 10653 38087 63706 2723 10759 13010 13931 76874 2848 198391 642404 173652 152189 1239 18170 1919 130809 592227 2517 28922 19743 2510 4976 535 12168 134 468 6156 204
internal_value=0 0.00356627 0.00870913 -0.000178575 0.00364596 0.0117933 -0.000311536 -0.00226742 -0.00490724 0.00374793 -0.00262187 0.000358168 -0.00138715 0.00876992 0.0114734 0 0.0029464 0.00795246 0.0119461 -0.00028291 -0.00174097 0.00106787 0.00628545 -0.00957081 -0.00618511 -0.0129149 -0.000299867 -0.000324901 0.0153416 -0.00970726 0 -0.0100963 0.0129541 0.00831934 0.0166307 0.0124803 0 -0.0030795 -0.00667196
internal_weight=0 30.5922 6.90459 3992.9 31.7136 18.1194 3961.18 552.027 423.442 128.585 63.6758 199.962 156.461 43.5009 64.9093 3409.16 304.573 219.197 202.823 3104.58 1593.24 1511.34 334.209 16.3735 85.3765 28.7954 1416.21 1177.13 52.333 177.029 56.5811 223.479 6.28938 11.5325 17.1373 5.3338 23.6876 17.5912 16.6042
internal_count=2870270 16043 6817 2854227 31378 16277 2822849 585064 449754 135310 69046 220966 180156 40810 66264 2237785 147734 94892 79722 2090051 1000526 1089525 323646 15170 52842 20089 773213 765879 55505 227313 32753 228788 6070 11188 15571 5110 9226 6828 6360
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 8653208 10783349 28608513 10 645 59 1 417 525440 355 4276754 4801682 3 64 132 578 468 4
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=39
num_cat=21
split_feature=11 2 3 3 2 0 2 1 9 3 3 0 0 3 1 0 2 3 2 1 5 2 2 1 1 1 0 9 1 9 0 3 0 3 3 1 1 0
split_gain=0.0874665 0.257246 0.148879 0.11698 0.749273 0.310939 0.206527 0.627941 0.954317 0.532603 0.386368 0.382173 0.231557 0.183739 0.592717 0.300789 0.263657 0.234427 2.14655 1.26236 0.700866 2.52531 1.44188 0.186786 0.10487 0.0996059 0.067454 0.0529042 0.0443918 0.177596 0.138784 0.0323142 0.0291938 0.0229705 0.0202533 0.00777039 0.00652011 0.00421859
threshold=0 1 6.5000000000000009 9.5000000000000018 2 7.5000000000000009 3 4 5 2.5000000000000004 3.5000000000000004 7.5000000000000009 7.5000000000000009 7.5000000000000009 6 7.5000000000000009 7 5.5000000000000009 8 9 10 11 12 13 14 15 12.500000000000002 16 17 18 11.500000000000002 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 36.000000000000007 19 20 1.5000000000000002
decision_type=9 9 2 2 9 2 9 1 1 2 2 2 2 2 1 2 9 2 9 1 1 9 9 1 1 1 2 1 1 1 2 2 2 2 2 1 1 2
left_child=3 2 25 6 5 24 7 8 9 37 11 -10 -9 17 16 -16 27 20 19 -19 22 -22 -8 -20 -5 -2 -27 -15 31 -30 -31 -3 33 -33 -26 -6 -11 -1
right_child=1 28 -4 4 35 -7 13 12 10 36 -12 -13 -14 14 15 -17 -18 18 23 -21 21 -23 -24 -25 34 26 -28 -29 29 30 -32 32 -34 -35 -36 -37 -38 -39
leaf_value=-0.010937921892302695 0 0 0 0 0 0 0.0043645524882777809 -0.012323062212600053 0.018769418209899663 0 0 0 0 0 -0.016528255470146195 0 -0.0007740533311415723 0 0 0.018728450300542775 0.0013850091297097126 -0.011672937231284876 -0.00064925389046093928 -0.011526762985644159 0.019987117474704948 0.016297824823889136 0 0.0088552445286749389 0 -0.0096375383519934996 0 0.0051114576887863463 0 0 0 -0.0032500809161706656 0.0012315308052001591 0
leaf_weight=31.730058364933939 0.9607531173969619 3.174923239130294 0.60137829461018544 3.8218826187367085 1.7451965014624873 0.93738842394668509 684.9846565910575 49.794593064987566 17.976609358069261 3.4088129347510403 3.0723581302736411 0.9977687231003064 5.2901136976433909 0.71098421385977417 15.506137849559311 1.1015036525204767 6.3545715936634215 21.893334003907512 13.291778997401705 54.205194456837489 315.93901949073188 188.63009472179328 2497.1266811768874 18.755781956540886 13.320892359479334 5.2472771798929898 0.19503709865966801 8.6641763206862343 0.97297775154584087 15.21271853882355 1.2313152833667107 2.3337773985404064 0.38012553215958167 0.23666588580817904 0.046175749943359601 11.670536170131529 8.3842504271451599 11.55775386445748
leaf_count=45645 960 861 740 3428 2035 682 761445 57419 21699 4368 2646 447 4378 737 15893 756 6916 19528 13892 47652 326162 229046 1218034 22807 12198 5032 139 7044 462 6148 204 1281 111 166 39 12994 6245 8230
internal_value=0 0.00364799 0.00847761 -0.000130924 0.00393414 0.011779 -0.000267849 -0.00369162 0 -0.00436577 0.0111624 0.0163425 -0.00960438 -3.43424e-05 -0.00543583 -0.0117075 0.00042843 0 0.00408885 0.0126779 -9.65409e-05 -0.00350901 0.000378877 -0.00842544 0.0165018 0.0126006 0.0122111 0.0072862 0 -0.00278055 -0.00640214 0 0.00313159 0.00434564 0.016138 -0.00266883 0.000442456 -0.0100098
internal_weight=0 30.5469 7.00445 3990.92 31.5421 18.1263 3959.38 132.212 77.1276 55.0809 22.0467 18.9744 55.0847 3827.16 32.3374 16.6076 15.7297 3794.83 108.146 76.0985 3686.68 504.569 3182.11 32.0476 17.189 6.40307 5.44231 9.37516 23.5425 17.417 16.444 6.12549 2.95057 2.57044 13.3671 13.4157 11.7931 43.2878
internal_count=2868469 16104 6871 2852365 31376 16347 2820989 151077 89280 64488 24792 22146 61797 2669912 31346 16649 14697 2638566 103879 67180 2534687 555208 1979479 36699 15665 6131 5171 7781 9233 6814 6352 2419 1558 1447 12237 15029 10613 53875
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=1 8653208 10783349 18120705 777 1 99 2173666 8397788 568 2 12653912 2652198 352 578 132 4 468 4 20 256
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=40
num_cat=19
split_feature=9 2 1 2 0 2 0 2 1 1 2 2 3 5 4 2 2 3 3 0 3 0 0 0 3 1 1 0 0 0 2 3 11 0 0 3 8 0 0
split_gain=0.0910226 2.79328 2.16634 1.18129 0.834948 0.80564 0.698594 0.620749 0.881813 0.870798 2.01208 2.00559 1.46159 1.24471 1.042 1.53117 1.51686 1.79551 1.09866 0.680746 1.69302 0.971978 0.677658 0.630146 0.766472 0.489411 0.428619 0.437629 0.395701 0.390784 0.376907 0.359997 0.351781 0.333762 0.308217 0.276888 0.244217 0.224046 0.136595
threshold=0 1 2 3 1.0000000180025095e-35 4 23.500000000000004 5 6 7 8 9 1.0000000180025095e-35 10 11 12 13 2.5000000000000004 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 10.500000000000002 6.5000000000000009 16.500000000000004 5.5000000000000009 14 15 15.500000000000002 19.500000000000004 4.5000000000000009 16 5.5000000000000009 17 17.500000000000004 18.500000000000004 8.5000000000000018 18 1.5000000000000002 1.0000000180025095e-35
decision_type=1 9 1 9 2 9 2 9 1 1 9 9 2 1 1 9 9 2 2 2 2 2 2 2 2 1 1 2 2 2 9 2 9 2 2 2 1 2 2
left_child=7 26 3 4 -3 -4 25 8 38 10 13 12 -11 28 16 37 34 -18 -17 29 22 -22 -21 24 -10 -5 -2 35 31 36 -31 -9 -7 -6 -13 -28 -12 -16 -1
right_child=1 2 5 6 33 32 -8 9 23 11 19 14 -14 -15 15 18 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0 0 0.012192507243131439 -0.016535748292924719 0.00097762888148994107 0.014769703718819622 -0.010393738908200844 0 9.4365906534412704e-05 0.016493265906916722 -0.013943277372462148 0 -0.0042005714790955811 0.021221270373372014 0 -0.012675452249628178 0 -0.0042244273102113464 -0.017852474891361502 0 0.0080287909473274865 0.0023325709483894416 0 -0.015558643923514859 0.019038035325599938 0 0 0.010763197189184257 0 0 0 0 0 0 0.0077831860888581753 0.0028899256216000663 0.0042519079432198157
leaf_weight=48.667699544450443 16.108675681884051 44.818264093519247 41.214145519028534 18.851739161080332 100.02166677677451 152.53978629782068 1.6888566829729814 197.21831161348564 226.57301238240325 102.96089233646489 1097.6552651839083 35.232180961866106 157.00451047074421 59.089289430536155 63.904908298289229 58.236931136845669 981.36585071165609 97.968446243714425 6.2383431062044101 19.830304808623623 64.4206029560155 34.085335304378532 75.160472867166391 4.1994017446122589 24.039466327536502 31.027009646524675 57.347269401223457 1.1601063242123917 6.05729541304754 44.465822917263722 5.1646013653371474 13.294050043972673 0.98779409745475177 2.2839178306167005 0.91055005526868527 0.68168819314450857 19.100223506626207 39.869067190098576 70.693287698348286
leaf_count=47423 16779 33933 44853 20778 36464 99974 1991 195029 237133 106680 724760 36037 207014 65172 71049 58914 426833 80800 7129 4709 34467 20383 15687 4579 22097 32270 56268 1298 5701 15460 4900 12054 519 886 888 633 10832 29010 72757
internal_value=0 -0.00132 -0.00539617 0.000851249 0.00621728 -0.0121072 -0.00721014 8.35328e-05 -0.0034571 0.000631208 0.00226939 -0.000928499 -0.00837024 0.00952291 0.000559274 0.00734201 -0.000362488 -0.00151878 0.0157749 0.000354652 -0.00440381 -0.0125912 0.00267065 -0.00675811 -0.00845345 -0.0124087 0.0118594 0.0149072 0.0130528 0.00148841 0.00869189 0.0138246 -0.0150779 0.0109938 0.0129336 0.0181159 0.000687652 0 0.00163487
internal_weight=0 468.731 393.433 198.691 147.124 194.742 51.5676 3553.41 374.173 3179.23 1635.54 1543.69 259.965 275.659 1283.73 168.249 1115.48 1079.33 64.4753 1359.88 193.497 98.5059 94.9908 254.812 250.612 49.8787 75.2977 59.1891 216.57 1166.39 49.6304 210.512 153.528 102.306 36.1427 58.029 1116.76 103.774 119.361
internal_count=2864143 346646 271668 126322 71283 145346 55039 2517497 383989 2133508 1109154 1024354 313694 277956 710660 166102 544558 507633 66043 831198 75246 54850 20396 263809 259230 53048 74978 58199 212784 755952 20360 207083 100493 37350 36925 56901 735592 100059 120180
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=3 2666772 678 81994 264353 20488452 392 115 4277282 4277283 2 2 8392768 8393216 640 96 8650840 1 1
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=40
num_cat=19
split_feature=11 2 0 3 1 9 2 1 0 1 2 0 2 1 1 2 2 0 2 0 2 0 0 0 3 2 3 2 0 1 3 3 0 1 0 3 0 0 0
split_gain=0.0966507 0.246021 0.220687 0.178445 0.14431 0.114485 2.59056 2.09633 1.06885 1.04384 0.636515 0.552635 0.504272 1.26298 1.04962 1.57632 1.17498 0.928424 1.13995 0.825571 0.740359 0.539132 0.621373 0.458329 0.418518 0.508607 0.330379 0.303015 0.268709 0.268562 0.228522 0.222148 0.206744 0.172477 0.161623 0.149011 0.161664 0.134031 0.122635
threshold=0 1 3.5000000000000004 6.5000000000000009 2 3 4 5 1.5000000000000002 6 7 1.0000000180025095e-35 8 9 10 11 12 3.5000000000000004 13 7.5000000000000009 14 32.500000000000007 1.0000000180025095e-35 23.500000000000004 5.5000000000000009 15 8.5000000000000018 16 5.5000000000000009 17 4.5000000000000009 12.500000000000002 32.500000000000007 18 17.500000000000004 2.5000000000000004 3.5000000000000004 25.500000000000004 1.5000000000000002
decision_type=9 9 2 2 1 1 9 1 2 1 9 2 9 1 1 9 9 2 9 2 9 2 2 2 2 9 2 9 2 1 2 2 2 1 2 2 2 2 2
left_child=5 2 3 4 -2 12 8 10 9 -7 11 -8 13 19 15 21 -16 20 -19 31 -18 22 -14 -12 27 -26 -11 -17 30 37 33 -1 -9 -10 -13 36 -15 -30 -37
right_child=1 -3 -4 -5 -6 6 7 32 28 26 23 34 14 35 16 24 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 38 -38 -39 -40
leaf_value=-0.016952326703553105 0 0 0 0 0.013842628047502066 0 0 -0.012430829279887579 0 0.024439038541977778 -0.01053802306027077 0.01031378328836257 0 0.0059356115103715787 -0.010715969902593336 -0.0045413156571818226 0.0062972795895205533 0.0038849308247575695 -0.0065772119657271566 0 0 0 0.013348298659449429 0 0 0.012350143800605479 0 0.00052391138216046935 0.012841447226381426 0 0 0 0 -0.0098028347158857689 0 0 0 0 -0.0052793222535043533
leaf_weight=72.331145986121555 2.0632234314980451 7.269470553641443 11.317917921580372 0.64181581966113377 9.1438534877524926 9.7710001313389494 34.241540577524574 216.75829183157475 1.6871604037587531 43.116453448667016 28.103592395600575 89.757208448470919 97.99468425845771 58.719013531823293 79.818726313838852 92.950710242170317 175.36088793526142 73.513042192658759 374.54997979278414 5.6074933319177935 1186.4763526243714 3.6495773862407068 177.10778932332323 1.2055504577001546 21.846032841596752 22.281224697799189 0.61663734729518083 1010.104050782691 5.4429515130468626 5.1631584314454813 2.5269709153508293 0.36119541968218882 3.3439317491720422 20.962522387722863 2.6601529584440859 42.937718331762881 15.298494869304703 0.52595703527913418 14.336980914573358
leaf_count=78298 1210 6278 3032 693 4923 9855 28581 150653 1569 42029 30001 40391 112756 59290 82314 103766 165787 75670 144308 6300 852322 3542 160153 1343 14855 22320 535 548974 5220 5578 2473 352 2901 21957 1486 45650 17568 634 12896
internal_value=0 0.00384131 0.00728462 0.0121613 0.0139106 -0.000136385 -0.00155271 -0.00576788 0.010125 0.0173398 0.00154818 0.00561833 0 -0.00426402 0.000387804 0.0024647 -0.00104251 -0.000231241 -0.00415341 -0.0121036 0.000903712 0.00876768 0.0100291 -0.00480384 0.000436636 0.00771614 0.0206036 0 0 0.00451598 -0.00578763 -0.0162708 -0.0115464 -0.00886051 0.00953205 0.000394583 0.0038089 0.00875618 -0.000327741
internal_weight=0 30.4363 23.1668 11.8489 11.2071 3991.13 465.883 376.07 89.8128 53.5041 155.968 126.659 3525.25 209.592 3315.65 1425.93 1889.72 1809.9 448.063 78.2998 1361.84 278.752 275.102 29.3091 1147.18 44.1273 43.7331 1103.05 36.3087 11.1321 25.1767 72.6923 220.102 22.6497 92.4174 131.292 74.0175 5.96891 57.2747
internal_count=2868463 16136 9858 6826 6133 2852327 345206 255356 89850 52419 101802 70458 2507121 220354 2286767 966366 1320401 1238087 219978 84950 1018109 276451 272909 31344 689915 37175 42564 652740 37431 11432 25999 78650 153554 23526 41877 135404 76858 5854 58546
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 8653272 24 3 2928916 676 96 82026 18354436 83 83 19491 3 6621832 8463888 4194496 369152 421 2
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=40
num_cat=19
split_feature=2 9 1 1 0 0 0 11 3 3 3 9 2 1 1 2 0 2 1 3 3 1 5 5 1 2 0 0 0 0 1 0 3 3 3 0 9 3 0
split_gain=0.110074 1.29496 1.47475 1.14216 1.10213 0.502371 0.29231 0.186788 0.293935 0.286338 0.170117 0.130202 2.17386 2.99014 1.20836 1.15883 0.803175 0.798877 1.14618 1.26854 1.06247 4.1666 1.88511 1.58435 1.50648 0.987991 0.834139 0.743212 0.447084 1.23231 0.640985 0.300593 0.238342 0.666911 0.192079 0.150378 0.127763 0.0998009 0.0972765
threshold=0 1 2 3 5.5000000000000009 27.500000000000004 6.5000000000000009 4 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5 6 7 8 9 1.5000000000000002 10 11 4.5000000000000009 3.5000000000000004 12 13 14 15 16 13.500000000000002 13.500000000000002 4.5000000000000009 2.5000000000000004 17 5.5000000000000009 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 41.500000000000007 18 16.500000000000004 13.500000000000002
decision_type=9 1 1 1 2 2 2 9 2 2 2 1 9 1 1 9 2 9 1 2 2 1 1 1 1 9 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=1 2 4 10 37 -4 -5 11 9 -9 -3 12 14 15 31 27 -16 18 32 35 24 23 -23 -22 25 -19 -26 -14 29 -15 -30 -2 34 -34 -13 -20 38 -1 -11
right_child=7 3 5 6 -6 -7 -8 8 -10 36 -12 17 13 28 16 -17 -18 20 19 -21 21 22 -24 -25 26 -27 -28 -29 30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.013250147708427341 -0.0070633875963172334 0.0056437087689323239 -0.0089238864733374775 -0.019460317780445702 -0.0017404163233796319 0.00096788811762059303 0 0 0 0.016191755614747866 -0.00097122582383621511 0 0.012721675201088273 -0.0066829263730105587 0.023116919107650596 -0.0020772507653524981 0 0.012234400762712282 -0.013199797944953707 0.0030357313912857554 0.021963069561179389 -0.017436964556456575 0 0 -0.002076278526672927 0.0021957075717611023 0.007640999810430352 0 0 0.006107509749607198 -0.018537621747897453 0.0028095825472166653 0.01088054415826873 -0.00086854538848812012 -0.0048570610895739023 0 0 0 0
leaf_weight=109.41045233959449 24.863546535059871 22.03419424733147 83.010606485360768 53.144044194428716 20.815281847535516 1.688067921611945 6.840748637856449 10.600351373112067 1.9050671406730533 15.528296310105354 16.439878215176577 75.541944947515731 170.17757194309524 264.86903373213863 56.887443747724319 46.792578894164762 39.053696523304097 103.42008229189378 166.88467617001879 17.537169446542975 34.585841111142145 153.7237753648551 74.865795063924452 30.112758162918908 1109.4226767471155 1001.2372624509771 56.877265238268592 3.8824192232859778 21.841778152593179 52.445119099531439 35.657736065099016 4.0400888409640165 43.920984297306859 24.448491949646268 62.451174626861757 1.5210056908836111 1.0666088262805775 0.35717493406264011 0.28278649612912055
leaf_count=99033 27698 19281 83967 57077 13034 1019 5896 3400 1732 9218 17825 89428 124056 157475 72543 46504 39474 107528 177308 17413 30348 134051 81814 32588 725238 472860 21764 2592 7695 21423 14329 3907 45885 26717 71985 1996 794 364 131
internal_value=0 -0.00172287 0.001744 -0.00978383 0.00834218 -0.00543569 -0.0160346 0.000116382 0.00568432 0.00919354 0 0 0.00119359 -0.00110043 0.0115699 0.0068114 0.0161771 -0.000270068 -0.00429973 -0.00932415 0.00028781 -0.00491652 -0.0115179 0.011501 0.00114691 0.00379232 -0.00116217 0.0105441 -0.00669283 -0.00336022 -0.0149626 0 0 0.00464585 -0.0012446 -0.0128577 0.0128342 0.0129606 0.0126981
internal_weight=0 313.74 215.282 98.4589 130.583 84.6987 59.9848 3706.45 29.3831 27.478 38.4741 3677.06 720.511 595.666 124.845 220.853 95.9411 2956.55 392.305 185.943 2564.25 293.288 228.59 64.6986 2270.96 1104.66 1166.3 174.06 374.814 317.314 57.4995 28.9036 206.363 68.3695 137.993 168.406 16.8777 109.768 15.8111
internal_count=2867390 297496 197417 100079 112431 84986 62973 2569894 15275 13543 37106 2554619 517696 374074 143622 173152 112017 2036923 430732 196717 1606191 278801 215865 62936 1327390 580388 747002 126648 200922 178898 22024 31605 234015 72602 161413 179304 10143 99397 9349
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=24122369 1 213 44 1 2 879232 368 608 8388712 854656 961 9 2 2 678 16412 9 3
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=40
num_cat=22
split_feature=2 9 1 1 0 0 0 9 2 2 3 0 1 0 3 1 0 1 2 2 5 0 8 3 1 3 1 0 2 1 1 2 1 0 1 0 3 3 0
split_gain=0.112613 2.58081 1.73716 1.41107 0.576163 0.471285 0.374223 0.362082 3.20343 1.2836 2.13317 1.13736 1.35414 1.11857 1.07495 2.03319 1.40194 1.04249 0.980734 0.975018 0.827828 0.747677 0.732419 1.43368 0.708042 0.619413 0.55105 0.54359 1.32068 0.944087 0.536359 0.457324 1.16861 0.952243 0.78457 0.773081 0.603339 0.499184 0.455077
threshold=0 1 2 3 31.500000000000004 23.500000000000004 24.500000000000004 4 5 6 4.5000000000000009 1.5000000000000002 7 12.500000000000002 3.5000000000000004 8 1.5000000000000002 9 10 11 12 13.500000000000002 13 3.5000000000000004 14 11.500000000000002 15 2.5000000000000004 16 17 18 19 20 1.0000000180025095e-35 21 13.500000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002
decision_type=9 1 1 1 2 2 2 1 9 9 2 2 1 2 2 1 2 1 9 9 1 2 1 2 1 2 1 2 9 1 1 9 1 2 1 2 2 2 2
left_child=1 3 -3 6 -4 -5 -1 8 13 10 11 -9 -13 -2 15 27 17 -16 38 26 -21 -20 31 30 -25 -19 -18 28 -10 -29 -24 32 37 -34 35 -33 -36 -11 -17
right_child=7 2 4 5 -6 -7 -8 9 14 22 -12 12 -14 -15 16 18 19 25 21 20 -22 -23 23 24 -26 -27 -28 29 -30 -31 -32 34 33 -35 36 -37 -38 -39 -40
leaf_value=0.0084488826790538648 0.020355140929244578 0.0001072306188964853 -0.020359717980185068 -0.0065295261838005355 0 0.0033153609015439153 0 -0.017379108389354105 0.010115351131706141 0.00033211437922816439 0.008689601902863579 -0.011093955411289179 0.0084399795614577659 0 0 -0.0052721784896733763 0.013746823750004043 0.024599016710546293 -0.017188295940873722 -0.016902691283995672 0 0 0 0.0052780721098447739 -0.0099273997440933823 0 0 -0.010301905566509553 -0.003237988305380714 0.0039562661710658854 0.021410906013683107 -0.0021091779410766019 0 0.011542702344777681 0.0012633928075031348 -0.017944449320056635 -0.0050536929802870827 -0.0076042445686185086 0.00021266571543685026
leaf_weight=233.49135913932696 89.601146251174214 47.872188399189326 95.483615358360112 131.45400492160297 0.60056628033635107 2.9013549226510795 3.2125692023837464 110.34984223509673 182.13956341068842 74.630721533460019 22.42148551264836 25.213773314681021 37.42348227462935 2.6817035627318537 14.489681895451211 195.23994122612203 8.3472247566096467 42.211692882359785 90.710778880136786 26.441553639917402 9.652633375459116 3.998042869505297 2.0930089150206186 14.055639525962759 16.563644609501356 1.1731629582936864 4.6910796962038139 32.257338739087572 49.891683696594555 73.228100760738016 19.206225862115392 490.32652161849182 108.33310658814298 149.21829100190371 1192.1088416485072 15.041618717426898 134.74185869067878 79.289740586587868 186.48431926527701
leaf_count=240364 96487 57943 103370 162203 542 1968 2650 134766 116236 72398 22008 24698 35636 2443 13356 105524 8913 42622 91568 17918 9893 4516 1146 6886 12816 1092 4466 14986 57080 56700 9069 439528 96441 142790 413014 11471 101193 76358 51063
internal_value=0 -0.0013442 -0.0114456 0.00257736 -0.0177458 -0.00370013 0.00724451 0.000186504 0.00179708 -0.000368129 -0.00744943 -0.0123613 0 0.0163745 0 -0.00160765 0.00790813 0.0160297 -0.00584064 -0.000317654 -0.00946423 -0.0139177 0.000223461 0.0095309 0 0.019895 0.00744813 0.00360123 0.00631967 0 0.0206042 0 0.00273643 0.00682819 -0.000798122 -0.00404444 0.00030102 -0.00255938 -0.0019953
internal_weight=0 515.016 143.956 371.059 96.0842 134.355 236.704 3504.26 1013.24 2491.02 195.409 172.987 62.6373 92.2828 920.957 813.95 107.007 57.8745 476.433 49.1325 36.0942 94.7088 2295.61 51.9185 30.6193 43.3849 13.0383 337.517 232.031 105.485 21.2992 2243.69 411.472 257.551 1832.22 505.368 1326.85 153.92 381.724
internal_count=2864121 569040 161855 407185 103912 164171 243014 2295081 694863 1600218 217108 195100 60334 98930 595933 497673 98260 57070 252671 41190 27811 96084 1383110 29917 19702 43714 13379 245002 173316 71686 10215 1353193 387987 239231 965206 450999 514207 148756 156587
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=24138761 9 42 213 6 860676 860676 30 849 545 96 2080 2 1 149 930 8389072 16 513 8388882 402 480
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=40
num_cat=18
split_feature=2 9 0 0 1 0 1 3 0 3 3 9 2 1 2 0 2 0 3 1 3 2 0 1 0 1 3 1 2 2 3 1 0 1 0 0 0 3 3
split_gain=0.0691152 2.75692 1.02028 1.01917 1.89445 1.08803 0.282966 0.422917 0.301476 0.228781 0.202719 0.163632 3.31659 1.40237 1.2697 1.3683 1.1263 0.925135 0.897722 0.786318 0.785047 1.34193 1.24328 0.721862 0.710425 0.688889 0.677255 2.60762 1.29464 0.963797 0.693128 2.72495 3.70392 1.86962 1.56586 1.52194 1.30084 0.584436 0.525174
threshold=0 1 18.500000000000004 5.5000000000000009 2 1.0000000180025095e-35 3 2.5000000000000004 107.50000000000001 1.0000000180025095e-35 11.500000000000002 4 5 6 7 11.500000000000002 8 12.500000000000002 3.5000000000000004 9 1.0000000180025095e-35 10 3.5000000000000004 11 2.5000000000000004 12 3.5000000000000004 13 14 15 1.0000000180025095e-35 16 1.0000000180025095e-35 17 2.5000000000000004 1.5000000000000002 10.500000000000002 8.5000000000000018 6.5000000000000009
decision_type=9 1 2 2 1 2 1 2 2 2 2 1 9 1 9 2 9 2 2 1 2 9 2 1 2 1 2 1 9 9 2 1 2 1 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 -8 -6 -7 12 17 20 15 18 25 38 19 -13 21 22 -14 -20 -23 -15 30 29 -29 -28 31 32 -16 36 -33 -35 -32 -31 -2
right_child=11 2 -4 6 9 10 7 -9 -10 -11 -12 14 13 16 26 -17 -18 -19 23 -21 -22 24 -24 -25 -26 -27 27 28 -30 37 33 34 -34 35 -36 -37 -38 -39 -40
leaf_value=0 0.017806693445775328 -0.022652414921417025 0 0 0 0.026463075009216339 -0.017234411953616174 0 0 -0.0075234650175423218 0 0 0.016261457565224086 0.0021056556135617258 0.0018975797349499559 0.0089009074506444449 -0.011427475703642335 0 0.0099534874714618804 -0.013132612798885841 0 -0.013521600621753387 0 -0.0047836788772673468 0.0013176091659886451 -0.0046815376887806093 -0.0029346156499819435 0 -0.015854192582040221 0.013947383834450676 0.012228944366555717 0 -0.015979146283278761 0.0047019945750227344 0.0076111708731206908 -0.0058919698168683398 -0.0038844485952879665 0 0
leaf_weight=23.746646620085812 129.51610001136578 43.630098449299112 2.838307703335885 9.6897167501010681 12.11684102215804 38.728678954095813 9.8292310060787713 3.5122401156695551 0.066046226391336726 21.886919230557396 0.34252903430024062 37.398283952752536 116.01158987062809 241.87082637714047 174.79594538727542 10.391808143031083 122.51454123885924 3.6639310163445762 16.3703406334389 192.40276870501839 205.02340126270428 16.249118630687011 37.61665355891455 31.400460772223596 7.500199660047655 229.68556794602773 25.913342310850567 58.420553031988675 117.75188212837384 79.434655473763996 250.3127933591677 684.03697185905548 194.79828348166484 254.40742902197599 356.48022572523769 227.27976688373383 14.692819170115397 11.572843542206099 4.1628100133966646
leaf_count=28519 134794 45694 2054 4686 11641 26704 5615 1955 42 25496 409 39983 73423 135698 127001 9350 139017 3336 16149 209962 202257 15758 17048 35356 8651 75657 33193 58049 107370 63831 234561 329109 107878 256274 90706 159473 13184 10858 3995
internal_value=0 -0.0017747 -0.0167948 0.00491463 0.0102845 0.0175857 -0.00411231 -0.00835436 -0.0148649 -0.00275429 0.0258355 0.000102795 0.0011532 -0.00081307 -0.000226986 -0.00614125 -0.00398402 0.0138548 -0.0086927 -0.011136 0.00331365 0.0077951 0.0113231 0 -0.0043287 -0.000721368 0.000435187 -0.00363006 -0.0108546 0.00556727 0.00116902 0 -0.00708864 0.00357377 0.00248415 0 0.00968613 0.0104349 0.0166412
internal_weight=0 166.387 46.4684 119.919 96.8216 62.8179 23.0972 13.4075 9.89528 34.0038 39.0712 3851.68 1113.81 976.472 2737.86 287.964 594.071 137.343 277.572 229.801 382.401 177.378 153.628 47.7708 23.7493 471.556 2449.9 293.093 176.172 116.921 2156.8 1410.11 369.594 746.693 1040.52 481.687 265.006 91.0075 133.679
internal_count=2864736 152815 47748 105067 92769 55632 12298 7612 5657 37137 27113 2711921 809634 667509 1902287 310800 350372 142125 301450 249945 317137 114880 90471 51505 24409 211355 1591487 273301 165419 107882 1318186 654694 234879 663492 419815 415747 247745 74689 138789
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=22021121 1 117 142 6 2957828 880 2957828 2400 384 8388856 525 131 57 8391040 51456 833 836
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=32
num_cat=18
split_feature=11 2 3 1 3 2 0 2 12 3 0 2 1 1 2 1 1 0 0 1 1 3 1 9 0 3 0 2 3 3 1
split_gain=0.0640528 0.245336 0.141726 0.100147 0.0957408 0.726752 0.302824 0.182206 0.18553 0.862529 0.117542 1.39582 1.15485 0.939205 0.657093 2.59517 0.847639 0.0703315 0.0612957 0.0588356 0.0565374 0.0511285 0.0466345 0.180107 0.138455 0.0304169 0.0286315 0.0258468 0.0253675 0.0213921 0.00453273
threshold=0 1 6.5000000000000009 2 9.5000000000000018 3 7.5000000000000009 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6 7 8 9 10 11 3.5000000000000004 12.500000000000002 12 13 7.5000000000000009 14 15 11.500000000000002 1.0000000180025095e-35 7.5000000000000009 16 36.000000000000007 5.5000000000000009 17
decision_type=9 9 2 1 2 9 2 9 1 2 2 9 1 1 9 1 1 2 2 1 1 2 1 1 2 2 2 9 2 2 1
left_child=4 2 3 -2 7 6 19 21 10 17 11 13 -13 -9 15 -12 -16 20 -5 -6 -10 -1 25 -24 -25 -3 29 -11 -21 -27 -7
right_child=1 22 -4 18 5 30 -8 8 9 27 14 12 -14 -15 16 -17 -18 -19 -20 28 -22 -23 23 24 -26 26 -28 -29 -30 -31 -32
leaf_value=-0.0080427577917305884 0 0 0 0.015648060586275391 0 0 0 0.0048398345985242106 0.005870448915904606 0 0.014830418567956248 0 -0.0090896974368782895 -0.00093888990198434804 -0.003251877284553702 0 0.0010097758661647381 0 0 0.018496848119600253 0 0 0 -0.0097022813012642168 0 0.0049848500861038843 0 -0.013643370951333906 0 0 -0.0032425989703110032
leaf_weight=15.657029518915806 0.95734838501084596 3.2086263647070155 0.60299631967791345 5.4448591705586296 0.89607232081471011 1.7946616937697397 0.93930953356902946 397.97318174190696 2.503296340466477 0.21410908867255785 109.7310780205371 184.77156633414052 263.52238838431367 603.09134955297122 649.31387458254358 413.29119681516022 1297.501993365946 0.92405362206045527 0.18501243402715761 16.39523121030653 1.7389251547574556 0.69057264496223147 0.97133077593753114 15.245312819839468 1.2405245240661305 2.3720925439556604 0.38235557058942493 16.735802417897506 0.063009333767694353 0.2256466032413299 11.666421784306296
leaf_count=23045 972 867 743 5195 758 2012 670 271752 3284 264 113645 207165 289309 470932 342714 418657 657736 1431 134 14988 2033 434 457 6136 207 1277 112 17221 56 160 12579
internal_value=0 0.0031514 0.00804934 0.0120323 -9.50921e-05 0.00357503 0.0114572 -0.000226446 -6.69528e-05 -0.00599522 0 -0.000694819 -0.00520959 0.00116796 0.000429538 0.00348967 -0.000297454 0.00236123 0.0117487 0.0160935 0.00512497 -0.00597061 0 -0.00284893 -0.00647155 0 0.00303691 -0.0148133 0.0150883 0.00425609 -0.00275164
internal_weight=0 30.8361 7.19022 6.58722 3989.42 31.7547 18.2936 3957.66 3941.31 22.1162 3919.2 1449.36 448.294 1001.06 2469.84 523.022 1946.82 5.16628 5.62987 17.3543 4.24222 16.3476 23.6459 17.4572 16.4858 6.18872 2.98009 16.9499 16.4582 2.59774 13.4611
internal_count=2866945 16260 7044 6301 2850685 31063 16472 2819622 2796143 24233 2771910 1239158 496474 742684 1532752 532302 1000450 6748 5329 15802 5317 23479 9216 6800 6343 2416 1549 17485 15044 1437 14591
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 8653208 132 10783349 17858561 1 8941784 161 780 4522798 26 777 514 218 468 4 32 20
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=36
num_cat=20
split_feature=11 2 3 1 3 2 0 1 2 5 12 3 3 3 1 2 9 3 2 5 0 2 0 2 1 9 0 1 3 0 3 2 0 3 2
split_gain=0.0715833 0.228666 0.137724 0.102911 0.0732091 0.655891 0.306306 0.196914 0.175757 0.199756 0.153525 0.786381 0.0955843 0.0921362 0.548169 0.322597 0.265959 0.227676 1.97644 0.220521 0.0690816 0.061447 0.0614044 0.040884 0.0396465 0.173377 0.133248 0.0354559 0.0313063 0.0292258 0.0213896 0.0197388 0.0485332 0.0187011 0.00456871
threshold=0 1 6.5000000000000009 2 9.5000000000000018 3 5.5000000000000009 4 5 6 7 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 8 9 10 5.5000000000000009 11 12 3.5000000000000004 13 12.500000000000002 14 15 16 11.500000000000002 17 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 18 1.0000000180025095e-35 36.000000000000007 19
decision_type=9 9 2 1 2 9 2 1 9 1 1 2 2 2 1 9 1 2 9 1 2 9 2 9 1 1 2 1 2 2 2 9 2 2 9
left_child=4 2 3 -2 8 6 33 31 9 12 13 20 -1 17 15 -15 -16 19 -19 -10 21 -12 -5 -9 28 -26 -27 -13 -3 30 -30 32 -7 -6 -29
right_child=1 24 -4 22 5 7 -8 23 10 -11 11 27 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 34 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.010998485272745412 0 0 0 0.015490278990224489 0.017231758634879062 0.0047623754416719483 0 0 0.00022972479068484577 0 0.0057904388082188748 0 0 0.0080892961903050332 0 -0.00092053855832092784 -0.013499118124151104 0.012384417756862522 -0.0074117238974480389 -0.0019571905670176916 0 0 0 -0.0078165339709519808 0 -0.0094438201414239406 0 0 0.0050316634395893012 0 0 0 0 0 -0.014986835471089739
leaf_weight=13.804682767702614 0.96712794108316302 3.1806439105421305 0.59562115924200032 5.4930572176963324 10.083911220019212 2.4525551574188285 0.89699608908267769 1.3993981785024516 3272.5386397161092 1.9027254019601976 3.4797514731035335 3.4167971218994353 0.57076139583659902 9.9318127703154442 0.35432486348145176 6.4229967096180216 16.623236475119487 76.400275418323872 36.647739220323274 500.18544940413994 0.96676126265083429 0.81662412834703246 0.18744916131254274 10.970167139574187 0.96495236735790968 15.119172189413815 1.2464773535612028 0.21554747316986322 2.3575359758979184 0.38499322152347293 0.22311510358122166 1.6356559630075915 4.5732184794615023 0.050154068187112766 12.928996192691557
leaf_count=20140 975 847 740 5269 9570 2496 838 1003 2077772 2987 4546 2696 356 8272 366 6859 16642 66897 40156 551939 1447 820 135 11890 455 6121 210 258 1267 113 158 1828 3746 47 14378
internal_value=0 0.00335221 0.00792747 0.0118469 -9.12976e-05 0.00306081 0.0116757 -0.00173462 -0.000214915 -0.00585418 -5.71342e-05 -0.00546584 -0.00989297 0 -0.00376808 0.00108561 -0.0105273 7.51981e-05 0.00400885 0 0.00207994 0.0049589 0.0116243 -0.00646486 0 -0.00262972 -0.00626731 -0.014102 0 0.00308166 0.00431035 0 0.00204877 0.0170852 -0.0134501
internal_weight=0 30.7201 7.24326 6.64763 3989.27 32.0621 11.0311 21.031 3957.21 16.2782 3940.93 21.8245 14.3754 3919.1 33.3324 16.3548 16.9776 3885.77 113.048 3772.72 5.26314 4.29638 5.68051 12.3696 23.4769 17.3306 16.3656 16.5613 6.14629 2.96564 2.58065 8.66143 7.02577 10.1341 13.1445
internal_count=2864239 16290 7119 6379 2847949 31418 10455 20963 2816531 23483 2793048 24145 20496 2768903 32139 15131 17008 2736764 107053 2629711 6813 5366 5404 12893 9171 6786 6331 17332 2385 1538 1425 8070 6242 9617 14636
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=1 8653208 132 10782773 180 17858561 2 1 99 2435810 8 8397788 2 8478820 2 468 4 2 1984 32
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=40
num_cat=17
split_feature=11 2 0 1 3 1 3 3 2 0 2 1 0 3 0 1 2 2 3 1 0 7 3 3 7 3 0 2 7 3 1 3 3 0 0 3 0 7 0
split_gain=0.0707989 0.227526 0.20963 0.167438 0.194467 0.0837329 0.144773 0.0674553 0.648769 0.282045 0.181408 0.638822 0.508393 0.359954 0.345754 0.135972 1.3841 0.987193 1.47095 1.02009 0.756098 0.799597 0.686424 0.653372 0.733016 0.718958 0.510145 0.487823 0.486551 0.328831 0.101793 0.0825137 0.0576145 0.0369391 0.0267286 0.0214221 0.0201463 0.0115354 0.00796895
threshold=0 1 3.5000000000000004 2 6.5000000000000009 3 2.5000000000000004 9.5000000000000018 4 7.5000000000000009 5 6 11.500000000000002 1.0000000180025095e-35 10.500000000000002 7 8 9 3.5000000000000004 10 17.500000000000004 11 1.5000000000000002 2.5000000000000004 12 1.5000000000000002 6.5000000000000009 13 14 2.5000000000000004 15 6.5000000000000009 7.5000000000000009 12.500000000000002 17.500000000000004 36.000000000000007 4.5000000000000009 16 12.500000000000002
decision_type=9 9 2 1 2 1 2 2 9 2 9 1 2 2 2 1 9 9 2 1 2 1 2 2 1 2 2 9 1 2 1 2 2 2 2 2 2 1 2
left_child=7 2 3 -2 -5 6 -4 10 9 30 11 13 32 34 31 16 23 18 27 -20 26 -22 28 25 -25 -12 -18 -17 -19 -24 -9 -15 -13 -7 -1 37 -8 -32 -38
right_child=1 -3 5 4 -6 33 36 8 -10 -11 15 12 -14 14 -16 17 20 22 19 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31 35 -33 -34 -35 -36 -37 38 -39 -40
leaf_value=-0.0028224456468832833 0 0 0 0.016725536789830159 0 -0.0053034288351336513 0 0 -0.0027143838347728757 0 0.0047541815278459229 -0.013178298548536097 0 0.012857675335622688 0 0.00043385278015621771 -0.0004892117189219655 -0.0096772261882225909 0 -0.014429636115697154 0.015001978482195963 -0.00019780918578240445 0.0041753254287312889 0.013884469642498027 0 -0.0052861096219854083 -0.0070291635473249446 0.0054320859413597815 0 -0.0027023654482743842 0.018555073789653636 0 0 0 0 0 0.0083031038816356872 0 0
leaf_weight=7.0431782892264918 2.164476053440012 7.3056699880980913 2.2327583439764571 9.3618986738438252 0.56588038505287919 7.8776694995176495 0.12183611805085082 3.8000137977069244 13.440739136742193 0.94670541150844556 200.87631954970129 56.35185953292239 4.0123768427438327 18.729629381989078 2.5422775443585115 1256.3467711587364 1187.1110623527857 209.05124136586164 91.411108689557295 62.653419712427421 29.837058864985011 3.9803466620505779 63.089938166958746 111.29394226851582 6.4613716864841981 55.484852866269648 127.84405125693593 246.28860601066663 18.080754147056723 198.05549948060798 13.000477242429042 0.31051740763359603 0.831078503120806 0.6174579013895708 0.27646271357662033 0.053858300816501337 0.46681168544455431 0.94289947516517969 0.046394879405852407
leaf_count=7752 1326 6295 618 5094 625 1994 72 3540 14560 677 217498 59707 4028 19011 2963 674254 698086 224824 88125 61411 6669 1039 66724 107638 6224 56889 35128 252601 19517 205133 11801 363 572 144 358 46 176 886 29
internal_value=0 0.00328651 0.00679696 0.0115099 0.0120508 0 0.00257786 -0.000113406 0.00285734 0.0106009 -0.000234102 -0.00394915 -0.00911835 0.00158139 0.00855282 -3.06609e-05 0.000537105 -0.000625487 0.000402841 -0.00779111 -0.000802136 0.00926005 -0.00444875 0.00570091 0.0116077 0.00120738 -0.00149071 0.00157739 -0.00825478 0 0.0150154 0.0121428 -0.0128609 -0.0033752 -0.000863196 0.0147792 0.0077062 0.0182833 0.00813788
internal_weight=0 30.7609 23.4552 12.0923 9.92778 11.3629 2.8678 3990.15 32.1847 18.744 3957.96 90.0974 61.1953 28.9021 21.5824 3867.87 1722.89 2144.98 1656.7 154.065 1348.77 33.8174 488.277 374.116 117.755 256.361 1314.96 1502.64 227.132 261.145 17.7972 19.0401 57.1829 8.49513 7.31964 13.9972 0.635043 13.9434 0.513207
internal_count=2864397 16373 10078 7045 5719 3033 895 2848024 31510 16950 2816514 94754 64307 30447 22337 2721760 1129171 1592589 1076391 149536 740922 7708 516198 388249 113862 274387 733214 926855 244341 271857 16273 19374 60279 2138 8110 12733 277 12687 205
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 8653272 24 56 10783349 26247169 596 267 4471686 2704508 208 1 1 2097248 1 578 1
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=33
num_cat=17
split_feature=0 0 1 3 9 2 9 1 1 0 0 11 3 3 9 0 5 3 0 1 2 0 0 8 2 2 3 9 2 1 0 0
split_gain=0.0674417 0.244986 0.489728 0.235879 0.207308 0.123119 0.815082 1.61879 0.886885 0.583139 0.250937 0.144742 0.258328 0.26045 0.14014 0.115638 0.0896735 0.0822689 0.076335 0.0759981 1.27312 1.60163 0.712748 0.654654 1.61831 0.362934 0.0755861 0.0192366 0.0120148 0.0781694 0.0117466 0.00810808
threshold=38.500000000000007 31.500000000000004 0 1.5000000000000002 1 2 3 4 5 5.5000000000000009 7.5000000000000009 6 6.5000000000000009 1.0000000180025095e-35 7 27.500000000000004 8 16.500000000000004 15.500000000000002 9 10 7.5000000000000009 3.5000000000000004 11 12 13 1.0000000180025095e-35 14 15 16 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 1 2 1 9 1 1 1 2 2 9 2 2 1 2 1 2 2 1 9 2 2 1 9 9 2 1 9 1 2 2
left_child=1 5 3 16 -2 6 7 9 26 17 -10 19 13 27 -15 -9 -3 -1 -11 20 22 -22 -7 25 -25 -21 30 -13 29 -6 -8 -28
right_child=4 2 -4 -5 28 11 8 15 10 18 -12 12 -14 14 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 31 -29 -30 -31 -32 -33
leaf_value=0.011232500125044328 -0.0075197911806626702 0.018203470601165322 0 0 0.0047249236361626311 0.010704830684270418 0 -0.0084256750192841529 -0.017765560571393793 -0.0040820332191158389 0 0.00046879585588773377 0 0.011981376548171777 0 0 0 0 0 0.0013587222171203232 -0.0018983098561638481 0.010784301954093514 0 0.015484285605552196 -0.0058219801886806042 -0.0014636639075652181 0 -0.0019182988590800071 0 0 0.004312118627032571 -0.0013828242848666072
leaf_weight=109.23443134785339 8.587669262866255 7.7362587906827684 2.7857366595417252 0.65985884680412699 2.0135329794720747 150.55610448859079 7.0026059934316462 79.122882531002688 45.354690792199108 15.811062168926584 4.6503622304880983 0.79613269394030795 1.8752509807818558 16.167303870810425 1.1134064382640705 0.29642324075393744 0.23064710822654699 0.35116088332142581 3.2521687976550302 465.01204936291469 1038.455130524555 77.076473601919133 29.395774731281563 42.923636339139193 12.019873341458149 1848.8066603650677 5.4502015019243144 9.8388912398077117 2.7918187458708408 1.2631819090456704 16.949073677766137 12.578946079724117
leaf_count=95755 7821 1407 2817 447 2359 180277 7166 80198 47764 9289 3883 214 1731 9561 814 159 245 368 2290 501169 659972 29553 25384 20559 11589 1120236 6210 3246 2855 1329 14339 13127
internal_value=0 0 0.00769112 0.0122918 -0.00388618 -6.60277e-06 -0.00188246 0.000671633 -0.00838535 0.00780202 -0.0144948 8.39752e-05 0.00496484 0.00836969 0.0118699 -0.007111 0.0174853 0.0109525 0 0 0.000609492 -0.00049632 0.00767204 -0.00033098 0.00801891 -0.000758765 0 0 0 0.00166622 0.00374215 -8.3986e-05
internal_weight=0 4005.5 11.4125 8.62676 14.6562 3994.09 300.054 208.068 91.9859 128.649 50.0051 3694.04 29.791 27.9157 17.2807 79.4193 7.96691 109.586 19.0632 3664.25 1295.48 1115.53 179.952 2368.76 54.9435 2313.82 41.9808 10.635 6.06853 3.27671 23.9517 18.0291
internal_count=2864133 2849769 4916 2099 14364 2844853 280548 188059 92489 107702 51647 2564305 15566 13835 10375 80357 1652 96123 11579 2548739 895186 689525 205661 1653553 32148 1621405 40842 3460 6543 3688 21505 19337
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=29 1 24118273 1 213 300 1 3 2 771 321668 1 8716992 8979238 4 8391728 112
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=40
num_cat=21
split_feature=2 1 0 5 0 9 1 0 0 2 2 2 0 0 3 0 5 1 2 2 2 0 9 3 0 0 9 3 0 0 3 9 1 2 9 12 3 2 3
split_gain=0.0771978 1.30071 0.33108 0.490372 0.316734 0.195397 0.17415 1.02571 2.0621 2.11104 0.901268 0.64957 1.20356 1.9633 1.70822 1.03685 0.489752 1.51769 1.88554 1.22869 0.387963 1.19692 0.589544 0.348362 0.256969 0.228775 0.342673 0.315271 0.30367 0.260851 0.937078 0.397894 0.221822 0.352338 0.181399 0.140697 0.130628 0.119859 0.11013
threshold=0 1 9.5000000000000018 2 27.500000000000004 3 4 19.500000000000004 9.5000000000000018 5 6 7 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 25.500000000000004 8 9 10 11 12 1.5000000000000002 13 5.5000000000000009 42.500000000000007 17.500000000000004 14 2.5000000000000004 38.500000000000007 3.5000000000000004 1.5000000000000002 15 16 17 18 19 1.0000000180025095e-35 20 7.5000000000000009
decision_type=9 1 2 1 2 1 1 2 2 9 9 9 2 2 2 2 1 1 9 9 9 2 1 2 2 2 1 2 2 2 2 1 1 9 1 1 2 9 2
left_child=1 2 3 -1 38 -5 11 8 16 -10 -9 12 13 36 35 23 20 18 -18 -19 21 -8 -22 -14 -17 29 27 28 -27 -13 31 -31 37 -34 -12 -15 -2 -11 -3
right_child=6 4 -4 5 -6 -7 7 10 9 32 34 25 15 14 -16 24 17 19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0038060514121757943 -0.011863778354291962 0 0.015155211265313587 0 0 0.00049868424946401997 0.00051276230145483272 0.024126286609141966 0 0 4.2022278027550062e-06 -0.017017647427594779 0.019647563395082782 0 0.0097910609865935767 0.0012565043086224567 0.010585351657146021 -0.016886287228032575 -0.002672667786681 0.0040892940758547333 -0.0093386871295889767 -0.00011931820370724969 0 0 0.014723043673051196 0 0 0 -0.00097358669372723519 0.0052196291288646472 -0.013602870700191047 0.0078753784303481674 -0.00012925201739202904 -0.020350425558609941 0 0.00016160915692986077 -0.0061849281460636717 0
leaf_weight=76.603245018923189 60.425820837444917 90.150288368990005 10.789261827405424 13.831533001110074 2.6602563816850298 3.1626707616524081 262.42315714913275 5.7618771187844686 30.063415887019801 2.7179491882561706 2.8089666219893843 687.62653666816186 24.198627259407665 115.3648670125549 49.123089665328735 2.7863264805055215 48.849247777310666 56.741300080153451 103.10603890711718 174.67437909668297 362.79105649994017 141.90747106097115 1261.4619952840931 0.98418443300761183 1.8005329834995789 27.339287804003114 3.5678920820937483 1.3052955309540255 1.9154509822837997 160.37981951984693 38.217869809624972 37.111809708032524 32.76396251222468 9.0574456163158157 20.153683575685143 0.3283411814190903 58.839354653275223 32.039985545707168 1.6198441735614313
leaf_count=71276 52883 90377 7719 13538 1763 3400 268538 6128 29637 3387 2824 410361 24644 128467 55588 2534 50725 60381 114710 197188 214600 141461 740655 865 2108 3104 1086 577 590 31406 18687 8830 7745 10019 16451 375 60133 9097 1572
internal_value=0 -0.00172117 0.00376204 0.00667463 -0.00932998 0.0148835 0.00012929 -0.00025717 0 0.0119986 -0.0133263 0.00111664 0.00479723 0.00757002 0.0138973 -0.00635939 -0.000623404 -0.00376079 -0.0104446 0.000553717 0 -0.00260969 0.000716143 -0.0148764 0.00407154 0 0.00548435 0.00871212 0.0125902 -0.000613573 -0.00334183 -0.00678719 0 0.00325957 -0.0175667 0.0193778 -0.000199699 -0.00424774 -0.0113944
internal_weight=0 198.817 104.387 93.5974 94.4304 16.9942 3818.64 2547.32 2518.6 106.643 28.7245 1271.32 313.851 284.081 164.816 29.7697 2411.95 383.371 151.955 231.416 2028.58 404.331 1624.25 25.1828 4.58686 957.464 34.1279 30.56 29.2547 923.336 235.709 197.492 76.5793 41.8214 22.9627 115.693 119.265 34.7579 91.7701
internal_count=2865429 189645 95933 88214 93712 16938 2675784 1873546 1848143 59885 25403 802238 327597 297446 184430 30151 1788258 423004 165435 257569 1365254 409999 955255 25509 4642 474641 5357 4271 3694 469284 58923 40236 30248 17764 19275 128842 113016 12484 91949
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=22545409 101 2 5 538 8464782 10764816 2365614 2 33 8687680 2098050 2397058 10 3 5 68 262208 4 1 544
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=40
num_cat=21
split_feature=11 2 3 1 3 0 2 1 0 0 0 0 1 2 2 0 2 1 1 1 2 9 1 0 1 2 3 2 3 0 3 9 0 0 0 0 0 9 1
split_gain=0.046036 0.203761 0.129849 0.108602 0.0655216 0.739347 0.705375 1.74865 1.09171 2.18332 2.0055 0.601514 2.31657 1.42268 1.20992 1.01303 1.23729 0.892365 0.848702 0.753201 0.579105 2.04601 1.00521 0.684204 0.6643 1.18321 1.06868 0.89972 1.79116 0.834123 0.615 0.577028 0.543833 0.518536 0.278753 0.414947 0.265749 0.258993 0.195618
threshold=0 1 6.5000000000000009 2 1.0000000180025095e-35 24.500000000000004 3 4 1.0000000180025095e-35 2.5000000000000004 13.500000000000002 2.5000000000000004 5 6 7 16.500000000000004 8 9 10 11 12 13 14 1.0000000180025095e-35 15 16 4.5000000000000009 17 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 18 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 23.500000000000004 19 20
decision_type=9 9 2 1 2 2 9 1 2 2 2 2 1 9 9 2 9 1 1 1 9 1 1 2 1 9 2 9 2 2 2 1 2 2 2 2 2 1 1
left_child=4 2 3 -2 6 20 7 34 -9 -10 -11 13 15 17 19 16 -13 33 -15 -14 21 22 23 -6 27 29 -27 28 -22 -26 -24 -29 -16 -8 35 -1 38 -19 -23
right_child=1 -3 -4 -5 5 -7 11 8 9 10 -12 12 14 18 32 -17 -18 37 -20 -21 24 36 30 -25 25 26 -28 31 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0 0.010960477396977295 0 -0.012460876361064466 0.0052708267086791494 0 0.023735889648643635 -0.0086591069543832302 0.019071428124834092 0.018173245415308084 -0.00072831782023392183 0 -0.0064816171570121319 -0.00025563786847970251 -0.00043920971413728677 0.00031243388848968177 -0.017883555648853137 0.013236951009891513 -0.015949765332925379 0 0.0068800333554013314 -0.012712772979389844 -0.0055203434257984629 0.011085309609104858 -0.00024169480206598823 0.0062707783837653202 0.0048276140646952483 0.0025194996113279532 -0.00044807026144470341 -0.00134974506331893 0 -5.2115090565946518e-05 0 -0.012709269329954082 0 -0.0035300585037225194 -0.016723039140449543
leaf_weight=59.311155159462942 0.98795475278166123 23.560958074405793 0.61479903117287893 5.9532813061377965 55.909559121228085 21.379094976291526 285.70893129144679 85.44483108966233 70.176383733305556 54.219047770180623 7.7770424447662654 107.63194100148394 9.3521339598519244 71.370631176014285 250.85876847348118 7.0075850716966661 15.227925698622128 58.407113650835527 47.669321304470941 44.742243047716329 79.423142767918762 22.372426787511358 194.43165593771118 50.149753227447945 160.32208067538159 211.16193808514799 51.147228514004382 91.611285539765959 20.54432367393747 370.34102859687118 90.482879896335362 293.93142193749009 153.66162398966844 194.27383899840061 39.96640740444127 23.829460234308499 0.12559707069885817 614.46582292407402 74.045638489922567
leaf_count=51095 989 9210 749 5561 83268 22003 158803 83359 68985 52570 6430 28289 11365 85631 41426 3263 17999 27080 44124 52784 85587 27702 187379 63296 156272 231120 51701 83290 22390 242527 89004 254706 17387 67164 38118 22118 109 287898 82248
internal_value=0 0.00267987 0.00721638 0.0109563 -7.30384e-05 -0.000569449 0.00019784 0.00421073 0.00940119 0.0146078 0 -0.000453449 0.00189578 -0.00179295 -0.00115666 0.0120637 0.0154304 -0.000274298 -0.0107334 0.00835103 -5.27153e-05 -0.00299469 0 -0.00624313 0.000898818 0.00277531 0.00778588 -0.0015731 -0.00858246 0 0.00366285 0.000175265 -0.00374002 0.00260078 -0.00318063 -0.00633833 -0.0136073 -0.00277687 -0.0153888
internal_weight=0 31.117 7.55604 6.94124 3988.48 1787.38 2201.1 340.724 217.617 132.172 61.9961 1860.38 588.482 1271.9 458.615 129.867 122.86 1152.86 119.04 54.0944 1766 487.518 390.974 106.059 1278.48 792.972 262.309 485.51 99.9675 530.663 284.915 385.543 404.52 479.983 123.107 83.1406 96.5437 672.873 96.4181
internal_count=2864999 16509 7299 6550 2848490 1682602 1165888 322675 211344 127985 59000 843213 172513 670700 122962 49551 46288 540945 129755 64149 1660599 533006 422947 146564 1127593 681620 282821 445973 107977 398799 276383 337996 58813 225967 111331 73213 110059 314978 109950
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=1 8653208 132 2704668 771 290 25438400 2594 736 537 233 516 3163417 5 14 306 67650 9183872 10 4 36
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=40
num_cat=23
split_feature=2 0 3 0 0 3 1 2 2 3 9 3 0 0 3 1 2 1 3 1 2 2 2 3 1 2 8 9 2 3 3 2 2 3 9 1 1 2 0
split_gain=0.0508849 0.418175 1.26872 0.906286 0.760211 0.869504 0.738979 1.19102 1.04743 0.690324 0.456743 0.344609 1.26887 1.84075 0.926417 0.762642 0.506384 0.509015 0.482707 1.37247 0.582897 0.566274 0.452475 0.426269 0.359814 1.04408 0.5084 0.67379 0.557912 0.475673 1.48407 1.20074 0.311175 0.282028 0.60762 0.256796 0.245901 0.211458 0.254116
threshold=0 9.5000000000000018 2.5000000000000004 31.500000000000004 4.5000000000000009 4.5000000000000009 1 2 3 4.5000000000000009 4 5.5000000000000009 7.5000000000000009 1.5000000000000002 7.5000000000000009 5 6 7 4.5000000000000009 8 9 10 11 9.5000000000000018 12 13 14 15 16 1.0000000180025095e-35 1.5000000000000002 17 18 3.5000000000000004 19 20 21 22 1.5000000000000002
decision_type=9 2 2 2 2 2 1 9 9 2 1 2 2 2 2 1 9 1 2 1 9 9 9 2 1 9 1 1 9 2 2 9 9 2 1 1 1 9 2
left_child=11 4 3 -3 6 32 7 -2 -8 -10 -9 18 13 14 15 -13 -15 -18 24 20 -20 -21 -16 -14 25 37 29 28 -28 31 -31 -26 -6 34 -27 -4 -24 38 -1
right_child=1 2 35 -5 5 -7 8 10 9 -11 -12 12 23 16 22 -17 17 -19 19 21 -22 -23 36 -25 26 33 27 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.00079969051279188625 -0.0035401474196600914 -0.020047507608992585 0 0 0.012530536624803912 -0.0026793888757641058 0 0 -0.013092773050382043 0 0.0089676194945235536 0 0.023179053556129921 0 0.0045552267964157093 0.01726778796216304 0 -0.017934746117859376 0.011558538656393986 0 -0.00080527610502105279 -0.017749030239070287 0 0 -0.0006532234228629779 0 0.017783139570190166 -0.00030512948395101101 0 -0.0077174775507260112 0.00014286223194977284 0.0070441129231216225 0 0 0.012535341259168071 0.0084231172987942731 -0.011026890381841166 -0.0049644716902046693 0.0035938373192453115
leaf_weight=213.26127263430681 137.22900771014611 33.71387377580686 2.2208960628049681 7.03676928578352 74.519009255236597 9.0285047759680293 183.47109147957963 3.992225387803046 124.09716092747112 17.088590123283211 154.40083067708474 16.917126955537242 8.0979621865844784 3.6712948344356846 4.9472293773724232 40.132662190000701 7.2531870563980192 34.189603257371346 13.761340758865115 23.284941979953146 12.416738607062145 38.869528379495023 10.783361766138112 0.88025790092069733 1342.1722910471144 29.565427142493718 19.311621384636965 9.1072075493575557 3.2239241880015497 312.72456323646111 571.20269580609602 192.54240816296806 6.5001228935288955 21.468951754810405 110.12980941869318 7.0231162430427485 15.055990856140857 42.063459053279075 162.00805714575108
leaf_count=116724 200515 29169 2154 6410 66556 8768 197407 4799 142408 18499 157104 15593 4262 4673 5280 40657 5455 25567 11720 21707 12299 32365 9997 569 463320 31311 7243 4626 2912 248745 530318 185381 8081 22497 112626 6090 16065 40712 46931
internal_value=0 -0.000739518 -0.00760368 -0.0152916 0 0.00733256 -0.00132844 0.00153878 -0.0046079 -0.010087 0.0072778 0.00014687 0.00452315 0 0.00770912 0.0136701 -0.0123218 -0.0142199 0 -0.00634151 0.00421881 -0.0130156 0 0.0203905 0.000149497 0.00236721 -0.000283837 0.00838796 0.0133051 -0.000622342 -0.00247184 0.000278126 0.011573 0.00833153 0.0101593 0.0044246 -0.00738636 0 0.000470808
internal_weight=0 760.321 49.9947 40.7506 710.327 90.0476 620.279 295.622 324.657 141.186 158.393 3259.04 141.929 132.95 87.8364 57.0498 45.1141 41.4428 3117.11 88.3325 26.1781 62.1545 30.7866 8.97822 3028.78 578.497 2450.28 31.6428 22.5355 2418.64 883.927 1534.71 81.0191 161.164 139.695 9.24401 25.8394 417.333 375.269
internal_count=2867515 847960 43823 35579 804137 83405 720732 362418 358314 160907 161903 2019555 128118 123287 87592 56250 35695 31022 1891437 78091 24019 54072 31342 4831 1813346 370801 1442545 14781 10155 1427764 779063 648701 74637 166434 143937 8244 26062 204367 163655
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=8497630 45 3162144 18890784 8 537 8396808 34 568 8262 274 34964 770 8454464 1 9 194 43200 2884640 2 548 228 64
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=40
num_cat=21
split_feature=11 2 3 1 2 9 1 2 1 2 0 0 2 0 0 1 3 0 0 3 3 2 5 5 3 3 9 2 0 1 3 1 3 0 0 0 1 2 1
split_gain=0.0489064 0.207392 0.129542 0.10992 0.0665321 1.04136 1.60175 1.31052 0.823341 1.40453 0.976927 1.39021 0.973086 0.886085 0.752544 0.692163 0.724938 0.660919 0.597174 0.591536 0.341755 0.328172 0.609834 0.496638 0.301778 0.296911 0.234732 1.61613 0.589866 1.93575 1.23133 0.671384 0.587644 0.409369 0.382503 0.309032 0.292728 0.264129 1.13734
threshold=0 1 6.5000000000000009 2 3 4 5 6 7 8 8.5000000000000018 1.5000000000000002 9 5.5000000000000009 1.0000000180025095e-35 10 6.5000000000000009 23.500000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 11 12 13 10.500000000000002 5.5000000000000009 14 15 3.5000000000000004 16 1.0000000180025095e-35 17 6.5000000000000009 16.500000000000004 19.500000000000004 15.500000000000002 18 19 20
decision_type=9 9 2 1 9 1 1 9 1 9 2 2 9 2 2 1 2 2 2 2 2 9 1 1 2 2 1 9 2 1 2 1 2 2 2 2 1 9 1
left_child=4 2 3 -2 26 6 7 18 12 15 11 -11 13 14 -7 16 -10 24 25 -17 -15 23 -23 -14 -8 -6 27 28 30 35 31 -1 34 -31 -29 -30 -28 38 -38
right_child=1 -3 -4 -5 5 8 17 -9 9 10 -12 -13 21 20 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 36 32 29 33 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=-0.0052843892395611769 0 0 0 0.011072776879477367 0.023278128187614863 0 -0.021763608265033665 -0.0057343283797263436 0.010014945067250949 0 0.0018488187127477932 -0.019668815116200774 0.0041368529464593786 -0.0079986046202394322 0.015290628529003716 -0.0095215953876833827 -0.0025751926858445188 0 0 0.0012985710860749275 0.0019358378559625777 -0.013252185427929126 0 -0.0038877186714320021 0 0 -0.0055344408691937741 0.018435268870701769 -0.011144109591671197 0.020079995981081653 -0.014226631018083078 0.0066654837469729694 0 0 0 0 0.0020276654359235014 0.0004355452748863748 -0.0091356486148497992
leaf_weight=36.948316137102665 0.9936247660079971 23.539469950483184 0.60479444861994114 5.9065995725395624 12.176096336101178 77.986457367735056 55.59290562003298 21.514194018396665 115.36909528921387 103.95726406419999 18.083281004073797 75.728385863956646 180.13228743233776 21.041008330859768 105.21188988185531 42.929698069994629 4.8949469047947778 1.4806940336711694 1.3829585969506286 40.072593157736264 13.128246473570469 25.314353462628787 14.691109127787056 68.79572397784068 0.32735043641878192 0.59512986851041283 56.287301816904801 58.635495667193027 24.788133173744431 31.333220521933981 52.688455206713115 62.750714744615834 2.6258931900083544 2.7663691346242549 0.98721554083749552 2.4809111062204456 125.60798484607949 2414.0834228650347 115.14692061870301
leaf_count=19554 988 9208 743 5544 12064 81335 59646 26042 130972 103662 15432 71222 199183 18175 94281 49240 6224 1685 1376 63927 10368 28781 16458 76417 418 593 52422 58670 6144 12336 47578 21556 2263 1432 1076 778 129190 1306909 123501
internal_value=0 0.00280169 0.007331 0.0110789 -4.96367e-05 -0.000785451 -0.00911343 0.00173185 0.00010084 -0.00278417 -0.00837161 -0.0113475 0.00297171 0.00754322 0.0106293 0.00190158 0.00665154 -0.0168763 0.0144733 -0.00246673 -0.000385972 -5.45171e-05 -0.00628868 0.000640978 -0.020898 0.0215618 0.000104974 0.00273215 -0.00082435 0.00425678 -0.00492424 0 0.0134237 0.0155213 0.01713 -0.00685581 -8.92733e-05 0 -0.00278382
internal_weight=0 31.0445 7.50502 6.90022 3987.54 1000.41 93.0693 35.6684 907.336 401.035 197.769 179.686 506.301 217.368 183.198 203.266 120.264 57.401 14.1542 83.0023 34.1693 288.933 40.0055 248.928 55.9203 12.7712 2987.13 276.005 213.756 61.3686 152.387 99.699 62.2486 34.0996 59.6227 27.269 2711.13 2654.84 240.755
internal_count=2867393 16483 7275 6532 2850910 1067501 101824 40075 965677 440679 190316 174884 524998 204159 175616 250363 137196 61749 14033 113167 28543 320839 45239 275600 60064 12657 1783409 171387 109378 20690 88688 41110 62009 13768 59746 6922 1612022 1559600 252691
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=1 8653208 132 2732902 4 810 262168 597 4212872 8406033 386 264200 2 2 4 98912 52 201 512 536836 396
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=40
num_cat=20
split_feature=2 9 2 1 1 0 3 2 2 3 1 2 0 2 3 0 0 3 1 3 0 3 1 3 1 0 0 3 1 3 0 11 0 9 2 1 1 2 0
split_gain=0.0559738 0.647203 2.25225 2.1884 1.29122 2.67922 2.18985 1.70455 1.65933 1.20362 1.20099 1.03417 1.01401 0.883186 0.85678 0.816269 0.786615 0.622435 0.5828 0.909565 0.67743 0.759333 0.603009 0.534425 0.993714 1.14277 0.699443 0.651722 0.990807 0.605804 0.519901 0.518858 0.45755 0.821249 1.66788 1.52869 1.38673 1.55064 1.31094
threshold=0 1 2 3 4 1.5000000000000002 2.5000000000000004 5 6 1.0000000180025095e-35 7 8 32.500000000000007 9 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 10 4.5000000000000009 3.5000000000000004 2.5000000000000004 11 5.5000000000000009 12 1.5000000000000002 6.5000000000000009 4.5000000000000009 13 11.500000000000002 7.5000000000000009 14 3.5000000000000004 15 16 17 18 19 1.5000000000000002
decision_type=9 1 9 1 1 2 2 9 9 2 1 9 2 9 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 2 2 9 2 1 9 1 1 9 2
left_child=23 4 18 -4 5 8 7 15 9 -2 -9 -7 -13 -8 -10 -6 -11 -15 19 -3 21 22 -20 27 30 29 -27 32 -29 -26 -25 -5 33 36 -35 -36 38 -38 -1
right_child=1 2 3 31 6 11 13 10 14 16 -12 12 -14 17 -16 -17 -18 -19 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31 -32 -33 -34 34 35 -37 37 -39 -40
leaf_value=-0.0099240898647727643 0 0.011493798853553863 0.003459752227770568 -0.02050005985626821 0.017428133579156322 -0.00024091708673986778 0 0.0068200196702214574 -0.010262680529312462 0.022438571994705944 -0.0067640310816129163 0.019166516899837248 0 -0.019607195790798646 0.001504073978608834 0 0 0 -0.017008871240485387 -0.0035796615050902557 0.0048676795467180673 0.00051875589262030555 0 -0.011341194623646774 0.02022047819060404 -0.0081392296351315181 0.0090994403817041235 -0.015208837692017524 0 0 0.00080646659549340007 0 -0.0019035997065725366 -0.012760647140294734 0.0079190663182396783 -0.00068853786137115422 0.020994191239031876 0.0031105516621278044 0.0064194854135059889
leaf_weight=94.056924127922684 34.594196661346359 84.760907795123785 27.643199418624135 113.30139048917044 54.278515654761577 13.116711281429161 40.059684268271667 38.625065906904638 143.75948172109202 25.525289679946582 179.7948368431189 134.27271726934123 2.543487789516802 80.677538859947163 25.150372410666023 25.787247175292578 12.737159542419247 3.6792371368210288 26.264805488710408 6.2954037293820866 34.814011017224402 23.713128094823333 48.438409838592634 17.327575734554561 51.475706927485589 28.683099423360545 7.5223723331873762 30.711467673740117 36.033651918689429 3.2730457664001724 1.7259669612685673 1.888137003959854 669.503132532991 59.709875679880497 202.23370543291094 1146.0184054259953 37.68095927813556 419.32635964958172 33.647970261139562
leaf_count=53191 35601 96534 28663 120613 48698 15121 40355 42191 160046 25126 210112 115023 2317 102019 28708 20783 11131 3665 27320 9095 38451 24476 44763 15750 51598 21919 3942 27963 30071 3180 635 1887 238103 69348 108532 669455 39419 269202 11070
internal_value=0 -0.000618106 -0.00401158 -0.0125399 0.000676384 0.00484386 -0.00262054 0.00132379 -0.000699546 0.00806487 -0.00251712 0.0143454 0.0163673 -0.0126146 -0.00670283 0.011538 0.0171554 -0.0163894 0.00136029 0.00678421 -0.00132544 -0.00658094 -0.0112028 0.000179707 0.00623134 0.0105655 0 -1.99617e-05 -0.00816398 0.0179331 -0.00357583 -0.0182147 0.000161487 0.00102158 -0.000117901 0.00057745 0.00406114 0.00675967 -0.00311598
internal_weight=0 1181.72 367.119 142.833 814.602 391.699 422.902 298.486 241.767 72.8566 218.42 149.933 136.816 124.416 168.91 80.0658 38.2624 84.3568 224.287 91.0563 133.23 98.4163 74.7032 2838.93 110.008 90.9542 36.2055 2728.92 66.7451 54.7488 19.0535 115.19 2662.18 1992.67 1407.96 1348.25 584.712 457.007 127.705
internal_count=2866076 1252698 391802 151163 860896 393073 467823 321784 260612 71858 252303 132461 117340 146039 188754 69481 36257 105684 240639 105629 135010 96559 72083 1613378 97024 80639 25861 1516354 58034 54778 16385 122500 1458320 1220217 847335 777987 372882 308621 64261
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=9022404 1 2375728 552 83 4199440 6311939 128 3149825 1311752 270 160 524 450 1 6 590340 520 10 8986628
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=40
num_cat=20
split_feature=2 9 1 1 0 3 3 0 9 2 1 2 2 0 3 1 0 1 0 0 1 3 1 2 3 1 2 2 3 1 0 0 1 0 0 3 3 2 3
split_gain=0.0483327 2.44488 0.396319 0.336496 0.644997 0.548507 0.314842 0.31067 0.184407 2.4647 1.29471 1.04278 1.01615 1.26324 0.793022 0.722495 1.00602 0.703619 0.691577 1.48325 0.599602 0.5452 0.671069 0.410706 0.330356 2.08241 0.879776 0.659692 0.547509 2.18831 3.24905 1.8072 1.69129 1.75898 1.04628 0.497365 0.267264 0.251038 1.08357
threshold=0 1 2 3 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 47.500000000000007 4 5 6 7 8 11.500000000000002 3.5000000000000004 9 4.5000000000000009 10 4.5000000000000009 2.5000000000000004 11 1.0000000180025095e-35 12 13 3.5000000000000004 14 15 16 1.0000000180025095e-35 17 1.0000000180025095e-35 2.5000000000000004 18 1.5000000000000002 14.500000000000002 8.5000000000000018 9.5000000000000018 19 1.5000000000000002
decision_type=9 1 1 1 2 2 2 2 1 9 1 9 9 2 2 1 2 1 2 2 1 2 1 9 2 1 9 9 2 1 2 2 1 2 2 2 2 9 2
left_child=1 3 -3 5 6 -1 -5 -4 9 15 11 18 13 14 17 -2 -17 -10 19 -11 -16 22 -12 -24 28 27 -27 -26 29 30 -14 -31 33 -30 -34 -29 -22 38 -23
right_child=8 2 7 4 -6 -7 -8 -9 12 10 21 -13 24 -15 20 16 -18 -19 -20 -21 36 37 23 -25 25 26 -28 35 32 31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.0043727547823982109 0 0 -0.020592485288069472 0.011794422357722406 0 -0.0099392943687209023 0 0 0 -0.0021929447769478811 0 -0.012692422045059645 0.0017392669440935019 0.0087296304097898968 0.0090748475580183403 0.017398504203122056 0 -0.012334144869484401 -0.0090023399245145429 0.012732192799315726 -0.0084444379548712419 -0.0051929444599478269 0 0.011635267087169301 -0.0011788287595006196 0 -0.013500806390299852 0.012631009109782529 0.0036559977735871659 -0.00066311459133638429 -0.014973483317283001 0.0075912714987538951 0.0079453575832386155 -0.010534516788420316 -0.0058561561379381396 0 0 -0.0027598950290301308 0.013598180766029144
leaf_weight=15.968545706324219 61.840703099645907 5.4455333258229075 51.804170104085642 90.653386099709678 21.910701193934074 16.625429844323662 16.534580918139909 0.25269107837811944 37.445975051850837 249.04618111180025 116.78447938595491 91.662072710867506 175.112681044091 10.455124503350815 16.823122688525473 121.55144698165532 20.512335065781372 190.28616094886092 58.117052160727326 53.654380586420302 28.965993536148748 12.188290961352321 6.0689048805215862 109.39870113507641 23.730294604632945 58.938514676796331 112.31368526547158 79.815639710504911 131.97861844191357 667.09468810327962 192.18935919641081 355.49361777864397 465.62618386502436 127.15033359492372 14.553449806087881 11.512729778623905 2.0770849875698323 169.61669381721003 28.093039426850737
leaf_count=19930 66900 6274 68192 91961 13176 41657 22984 215 40485 117882 44757 94550 126946 9415 16349 129889 17538 200920 14894 15138 33008 13219 6423 72841 21132 59500 96742 64050 126496 309205 107942 88029 406987 87374 12735 10906 2338 159909 25340
internal_value=0 -0.00134279 -0.014921 0.00400011 0.00632298 0 0.00996959 -0.0174873 6.45085e-05 0.00119301 -0.000895739 -0.00469298 -0.000295658 -0.00559183 -0.00810343 0.0102313 0.0136351 -0.0104226 -0.000848488 0.000460386 0 0.00243496 0.00564974 0.00984929 0.000290234 -0.00251324 -0.00924788 0.00553772 0.000837179 -0.000145131 -0.00655583 0.00203666 0.00300751 -0.00255177 0.00649202 0.00939476 -0.00430472 -3.18547e-05 0.00337411
internal_weight=0 219.195 57.5024 161.693 129.099 32.594 107.188 52.0569 3800.1 1098.53 894.63 452.48 2701.56 286.053 275.598 203.904 142.064 227.732 360.818 302.701 47.8662 442.15 232.252 115.468 2415.51 286.311 171.252 115.059 2129.2 1389.89 367.302 1022.59 739.309 259.129 480.18 91.3284 31.0431 209.898 40.2813
internal_count=2864228 264389 74681 189708 128121 61587 114945 68407 2599839 779280 564953 242464 1820559 302515 293100 214327 147427 241405 147914 133020 51695 322489 124021 79264 1518044 252330 156242 96088 1265714 632122 234888 397234 633592 213870 419722 74956 35346 198468 38559
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=22041601 9 32 776 6 2959876 135 352 2957828 352 384 525 24 10 57 8391040 35072 833 58 26
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=40
num_cat=23
split_feature=2 4 1 7 0 5 9 0 4 2 1 3 2 1 3 6 3 0 1 3 3 1 9 9 0 2 0 0 1 1 1 9 0 2 3 0 2 0 0
split_gain=0.0539039 3.00355 2.53332 0.799048 0.790964 0.573865 0.381326 0.583672 0.357951 2.80743 2.98609 2.37536 2.22834 1.93379 1.83556 1.54842 1.40612 1.36738 1.28485 1.24528 0.737772 1.90241 1.2087 1.08374 0.932154 0.727796 0.682557 1.2285 1.43329 1.13063 1.06117 0.961978 0.534668 0.512288 0.476262 0.38239 0.379916 0.357837 0.328905
threshold=0 1 2 3 24.500000000000004 4 5 3.5000000000000004 6 7 8 7.5000000000000009 9 10 6.5000000000000009 11 1.0000000180025095e-35 8.5000000000000018 12 1.5000000000000002 3.5000000000000004 13 14 15 1.0000000180025095e-35 16 8.5000000000000018 14.500000000000002 17 18 19 20 1.5000000000000002 21 1.5000000000000002 4.5000000000000009 22 15.500000000000002 14.500000000000002
decision_type=9 1 1 1 2 1 1 2 1 9 1 2 9 1 2 1 2 2 1 2 2 1 1 1 2 9 2 2 1 1 1 1 2 9 2 2 9 2 2
left_child=1 2 -1 4 -4 -3 -7 -8 12 11 15 18 13 35 17 37 -15 -12 -10 -20 26 23 -23 24 -22 -24 30 28 -28 -29 31 -14 36 -25 -34 -2 -17 -11 -19
right_child=8 5 3 -5 -6 6 7 -9 9 10 14 -13 20 16 -16 32 -18 38 19 -21 21 22 25 33 -26 -27 27 29 -30 -31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0015291783258792816 -0.001321873044647737 0 0.025135482448522407 0 0 0 -0.021660869776544751 0 0 0.014066011791227099 -0.015279910454440765 -0.0072295675337271884 0.011022119929918726 -0.0017825316273652218 0.0043376404369360839 0.0066259259012785288 -0.029123319151972291 0.0097647044435404708 0 0.021796993285127516 0 -0.018620034341804145 0.010069279117808501 0.00048960577386157774 0.017920217134420897 -0.0058361285982206808 0.00035487812948246651 0.009145650279204616 -0.01483496452458017 -0.0061942100638967155 0.000321658248077487 -0.0021274805123851592 0 -0.011307204104172658 -0.013871213148702807 0.0095412723784571024 -0.0026871515186395363 0 0
leaf_weight=71.670682093274081 66.245446856406488 10.59078211641463 68.274958732188679 7.035288812199723 1.4561361404776096 6.5147355106892064 37.646492935615242 8.3784079255638044 24.419693166317302 107.53916641551768 207.04670164932759 17.410490369526087 151.72234226080036 67.726231043219741 34.164909806975629 39.704618687799666 41.935978513525697 7.3196300880663312 2.7066669179766896 138.24026586697073 10.27671999321319 70.452615745380172 13.598730586556483 2.7877693988702958 37.588564141493407 14.126481661136497 54.791601747245295 71.199853606478428 98.487480125484581 29.027321137487888 2413.510022662078 21.284871866286267 1.0716166128549982 14.060684159063387 23.378821935541055 10.156970716678186 13.434325523972801 1.2330487867875479 2.6005701206158847
leaf_count=73133 80730 10118 72378 7672 1408 6612 46498 8214 29366 98282 211280 19672 144369 71345 31153 47470 78680 4257 3667 168893 8819 62500 13105 2585 20609 12040 21421 29715 41905 18154 1334214 20530 1393 9982 20279 10302 18624 838 1938
internal_value=0 0.00133296 0.00980696 0.0190182 0.0233079 -0.0119681 -0.0152033 -0.0163127 -0.000154647 0.00187399 -0.0020778 0.0112702 -0.000656691 -0.0102329 -0.00906817 0.00595462 -0.0171668 -0.0130315 0.0161414 0.0187701 0 -0.00591621 -0.0132642 0.00374003 0.0111757 0 0.000467106 -0.00399071 -0.00938906 0.00222246 0.00105942 0.00790022 -0.00151608 -0.00510702 -0.0100577 0 0.00101674 0.0130502 0.00259755
internal_weight=0 211.567 148.437 76.7664 69.7311 63.1304 52.5396 46.0249 3809.25 620.271 437.493 182.777 3188.98 186.065 251.132 186.362 109.662 216.967 165.367 140.947 3002.92 162.892 98.1778 64.7137 47.8653 27.7252 2840.02 253.506 153.279 100.227 2586.52 173.007 77.5894 16.8485 24.4504 76.4024 53.1389 108.772 9.9202
internal_count=2864150 226033 154591 81458 73786 71442 61324 54712 2638117 657112 435514 221598 1981005 241057 248628 186886 150025 217475 201926 172560 1739948 129640 87645 41995 29428 25145 1610308 111195 63326 47869 1499113 164899 87766 12567 21672 91032 66094 99120 6195
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=9011716 2 275 1 2 4 2 4485258 666 5271688 913 2 144 91 1 1 2097458 387 186 64 3 2064 2160
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=40
num_cat=18
split_feature=2 1 0 7 0 3 1 8 2 9 0 0 2 9 0 2 3 3 9 2 0 0 3 9 2 0 3 0 3 2 0 0 3 0 2 2 0 2 0
split_gain=0.0492365 0.895553 0.300954 0.264657 0.270001 0.208894 0.133856 0.440312 1.04023 0.494222 0.424057 0.362786 1.36022 1.97793 1.50549 0.682783 0.807945 0.804594 0.709241 0.725591 0.529086 0.451797 0.368408 0.339 1.70405 2.40518 0.890454 0.571401 0.888547 0.722801 0.713284 0.643284 0.524522 0.517292 0.812752 0.37709 0.230917 0.423081 0.597321
threshold=0 1 27.500000000000004 2 22.500000000000004 4.5000000000000009 3 4 5 6 12.500000000000002 7.5000000000000009 7 8 8.5000000000000018 9 2.5000000000000004 1.0000000180025095e-35 10 11 32.500000000000007 1.5000000000000002 6.5000000000000009 12 13 2.5000000000000004 4.5000000000000009 24.500000000000004 1.0000000180025095e-35 14 38.500000000000007 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 15 16 1.5000000000000002 17 3.5000000000000004
decision_type=9 1 2 1 2 2 1 1 9 1 2 2 9 1 2 9 2 2 1 9 2 2 2 1 9 2 2 2 2 9 2 2 2 2 9 9 2 9 2
left_child=1 3 5 4 -1 -3 7 11 9 10 -9 15 20 -14 -15 18 17 -17 19 -2 22 -18 -13 24 36 26 -26 29 30 33 -29 -31 -27 35 -35 -25 -8 38 -38
right_child=6 2 -4 -5 -6 -7 23 8 -10 -11 -12 12 13 14 -16 16 21 -19 -20 -21 -22 -23 -24 27 25 32 -28 28 -30 31 -32 -33 -34 34 -36 -37 37 -39 -40
leaf_value=0.0060924820717780867 -0.00049729121510736873 -0.011135218978513635 0 -0.0014412908281186227 0 0 -0.0028113914724020883 0.023002627726981029 -0.0039561816555559633 0 0 0.02098178691709731 0.012969549872564299 0.0032689297188692925 -0.014855437399379777 -0.00075104940736994696 0.0037449365536776254 -0.013827600612833597 -0.0059601251645200991 0.0049310478000729073 0 -0.0057399749681109223 0 0 0.021512191735382647 0.00063317364391063424 0 0.021637105185781588 0 -0.0097136541889454916 0 0 -0.010923431939858209 0.0046305606671138101 -0.0087213149587973375 0.0046012341961469728 0.0096096833667549137 -0.0035143503284302113 0
leaf_weight=136.65303966735519 868.23257902329169 85.806580629665405 2.4709797859977689 11.583782408095429 3.4504040193714891 9.4991728612076241 208.32118496986368 22.716139044379819 7.8879265908326479 9.4867967065947578 0.85991701256716524 29.467450864001883 17.326599785199505 23.837373312235286 86.131730613938998 160.32445596010803 120.29834263952944 110.35179802989296 145.14789769511117 270.56809057265491 1.3474086754431471 43.150151149566227 0.82800607444369134 747.62398172599205 88.481053969509958 12.716786918230353 12.917656930672818 15.323817455937393 5.9119878891651743 122.81474153674208 2.533726349414791 92.083835661214835 20.504420874276548 7.7836300944472896 100.59046793451125 216.12526625001738 77.268703415960772 34.600108881702909 88.68689977870963
leaf_count=131894 384304 86306 1539 11950 3256 9618 155674 10270 7221 4995 287 25306 8548 9109 38019 170370 126208 116120 87465 279066 1623 41717 479 388237 87459 13518 12892 2053 5837 118786 1607 98302 21762 8699 28390 263755 32702 38244 30731
internal_value=0 -0.00130481 -0.00789538 0.00213944 0.00452688 -0.00989559 6.99562e-06 -0.000489016 0.006805 0.0133074 0.0177065 -0.000912577 0.00277409 -0.00122954 -0.0083297 -0.001467 -0.00472596 -0.0079277 -1.79272e-05 0.000661494 0.0143745 0 0.0193155 0.000677904 0.00270363 0.0110634 0.0186952 0 0.00983473 -0.000624306 0.0171562 -0.00548644 -0.00355315 0.000248408 -0.00509394 0.00128919 -0.000121047 0.00136921 0.00426232
internal_weight=0 249.464 97.7767 151.687 140.103 95.3058 3772.25 1917.96 40.9508 33.0629 23.5761 1877.01 158.939 127.296 109.969 1718.07 434.125 270.676 1283.95 1138.8 31.6429 163.448 30.2955 1854.29 543.497 134.62 101.399 1310.79 23.7695 1287.02 17.8575 214.899 33.2212 1072.12 108.374 963.749 408.877 200.556 165.956
internal_count=2864318 244563 97463 147100 135150 95924 2619755 1311107 22773 15552 10557 1288334 83084 55676 47128 1205250 454415 286490 750835 663370 27408 167925 25785 1308648 392982 135631 100351 915666 9497 906169 3660 217088 35280 689081 37089 651992 257351 101677 63433
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=22557697 229 1 197 1 8749762 9 2425486 12 8440432 3 49216 6 8407138 8407528 8388992 8388928 96
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=40
num_cat=18
split_feature=2 9 1 1 0 3 0 3 0 1 1 0 3 0 0 3 12 1 3 3 3 3 0 1 0 1 7 0 2 3 7 2 1 9 2 0 2 0 3
split_gain=0.05741 0.936228 1.62614 0.887723 1.37786 1.18769 0.974067 0.527981 0.37603 1.21459 0.894509 0.817241 0.726945 0.484294 0.76881 0.465026 0.345062 0.721234 0.347205 0.210352 0.209737 0.306954 0.186919 0.165381 0.115375 1.46088 0.655992 1.1192 0.54098 0.519402 0.436946 0.271321 0.203867 0.641893 3.27487 2.79505 1.39688 1.32074 0.952268
threshold=0 1 2 3 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 4 5 6.5000000000000009 2.5000000000000004 1.5000000000000002 7.5000000000000009 3.5000000000000004 6 7 13.500000000000002 10.500000000000002 1.5000000000000002 14.500000000000002 4.5000000000000009 8 9.5000000000000018 9 10 38.500000000000007 11 5.5000000000000009 12 13 14 15 16 2.5000000000000004 17 1.5000000000000002 2.5000000000000004
decision_type=9 1 1 1 2 2 2 2 2 1 1 2 2 2 2 2 1 1 2 2 2 2 2 1 2 1 1 2 9 2 1 9 1 1 9 2 9 2 2
left_child=1 3 -3 4 20 -6 7 -7 9 12 13 19 -5 23 -15 -11 24 22 -19 -12 -1 -22 -18 -10 32 26 27 28 -26 30 31 -27 -2 36 35 -35 38 -38 -34
right_child=16 2 -4 8 5 6 -8 -9 10 15 11 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31 -32 -33 33 34 -36 -37 37 -39 -40
leaf_value=0.0019204266640676774 -0.00083613046363815915 0 -0.014680776200574836 0.015190143923925082 0 0.026288869445126945 0 0 0 -0.0099910125130745382 -0.013319648023140465 0 0 0.012539991903439868 -0.00069103379491191881 0 0.0075992684449704547 -0.019054135885609939 0 0 -0.0084902013398324965 0 0 -0.0062522112639352674 0 0 0 -0.0017725497653318452 0.017013139882356209 0.0029496204658724036 0 -0.011516549912574843 0.0025475487862610946 0.023667637963595195 -0.00027595049105663856 -0.0019349437364860362 -0.011639464387015894 0.00012617785860189859 -0.0058341293095055223
leaf_weight=25.915764233162918 1254.8755631686727 111.96517711301203 80.671140663362166 48.986660876729729 19.43748621091072 42.776654767279979 2.7932336406083769 1.8066692011198018 8.1898379524573102 45.535915102258514 102.58997216327043 22.421403507512878 22.447433173745594 48.159257641120348 13.28488778862811 10.435314542584818 3.4556905982317403 14.467535272982786 0.036883474298520791 1.2719231345108699 38.818640597834019 0.78464553790399705 3.0625840292850626 15.462069674846134 10.594450391974531 11.846952701598637 15.848090597981352 4.5462967132916665 89.958423572130414 3.0036486015596884 16.065808649262181 69.816250189811399 915.36308117916633 96.107231956470059 448.36040914945625 28.097588073374936 163.46771900098975 94.771609505973174 114.08579688007012
leaf_count=29269 959750 128723 90111 62768 17138 37656 1708 1894 8318 63137 114773 21502 36901 49078 12866 13095 3605 16833 36 1359 46123 939 2550 15047 10997 12686 6174 4040 32925 1533 6820 27455 344440 95075 200989 29030 157573 105310 94236
internal_value=0 -0.000884363 -0.00633198 0.00107739 0.00725152 0.0155463 0.0213518 0.0245677 -0.00105338 0.0016248 -0.00395541 -0.00865308 0.00946018 0.00147173 0.00711041 -0.00519358 8.40914e-05 -0.00789999 -0.0137784 -0.0126496 0 -0.00521253 0.00102979 -0.00309584 0.000293693 0.00239345 0.00921198 0.012504 0.0157064 -0.00412312 -0.00765375 -0.0103024 2.74783e-05 0.000773111 0.00348939 0.0156649 -0.000277455 -0.00649182 0.00118542
internal_weight=0 663.754 192.636 471.118 132.333 66.814 47.3766 44.5833 338.785 127.405 211.379 126.283 71.4341 85.0961 61.4441 55.9712 3357.83 21.0227 14.5044 103.862 65.5191 39.6033 6.51827 23.6519 3336.81 221.68 120.947 105.099 100.553 100.733 97.729 81.6632 3115.13 1860.25 572.565 124.205 1287.69 258.239 1029.45
internal_count=2864462 752405 218834 533571 134727 58396 41258 39550 398844 175901 222943 137634 99669 85309 61944 76232 2112057 23024 16869 116132 76331 47062 6155 23365 2089033 102630 54136 47962 43922 48494 46961 40141 1986403 1026653 325094 124105 701559 262883 438676
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=22046249 9 244 515 140 304 1 322 32 425 1 526352 1 2689040 225 1 2883988 71764
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=40
num_cat=18
split_feature=2 7 0 0 0 1 1 3 0 3 3 0 3 0 0 7 0 1 9 1 0 2 0 0 9 2 9 0 1 3 8 1 0 9 2 3 1 0 3
split_gain=0.0541804 0.640321 1.04883 0.535034 0.70924 3.52987 1.03791 2.42669 1.19849 0.963383 0.675468 0.655389 0.612662 0.410228 0.369958 0.298571 1.01015 0.933301 1.16448 0.930116 0.641634 0.580785 0.385927 0.431257 0.79426 0.342832 0.294938 0.284052 0.283044 0.278178 0.266422 2.89445 0.532345 0.428959 1.40901 1.94921 1.83475 1.79005 0.584567
threshold=0 1 23.500000000000004 13.500000000000002 2.5000000000000004 2 3 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 5.5000000000000009 1.5000000000000002 4 2.5000000000000004 5 6 7 9.5000000000000018 8 18.500000000000004 5.5000000000000009 9 10 11 1.5000000000000002 12 8.5000000000000018 13 14 10.500000000000002 15 16 1.0000000180025095e-35 17 1.5000000000000002 6.5000000000000009
decision_type=9 1 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 1 1 1 2 9 2 2 1 9 1 2 1 2 1 1 2 1 9 2 1 2 2
left_child=15 3 28 4 6 12 9 8 -8 -2 -5 -7 -6 -13 -9 30 17 26 -19 22 25 -20 23 -18 -25 -21 -17 -11 -3 -27 33 32 -32 34 36 -36 -1 -37 -38
right_child=1 2 -4 10 5 11 7 14 -10 27 -12 13 -14 -15 -16 16 19 18 21 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31 31 -33 -34 -35 35 37 38 -39 -40
leaf_value=-0.0036880039438454168 0.006956159523044245 0 0.0046650095564179424 0 0.015623844653658001 0 -0.00074899956388307194 0.0069559406036847297 -0.017483075530371924 -0.0061240542950959098 -0.015479154009402694 -0.016807619948107085 0 0 0 0.0015807453369845786 0 -0.00043674012887824978 0 0 0 0.018053272144585571 -0.0018121825810271915 -0.00049269163867782728 0.015975473686667418 -0.020109365407440641 -0.0066632658298713485 0 -0.014357235422279908 0 0.022175275561416668 -0.010476490424448511 0 -0.00089152094176793049 0.0053420961603063023 -0.024092970695688245 0.025532499492937344 0 0
leaf_weight=10.87252211121813 209.24724794617941 23.840154822901241 4.3905242452456141 10.84355041512754 150.60359396442072 32.012514896516223 128.1421800586686 108.32312061227276 104.45550933436607 75.418450606899569 18.486929468039307 32.452337003836874 11.220021331813767 33.871741835027933 24.6208854354918 6.2381011647667037 36.901389273101813 22.170999973197468 6.0008642780594528 3.3978005617682356 12.3064234086778 93.417085324323125 3.5235272485879241 4.1575499956525164 26.692504341393946 33.500022896099836 25.209014950305576 13.167247053250319 54.529016551576206 0.3163464114186344 37.753759713785257 21.336465737127583 2.0266001434065393 2436.8476286844016 105.03338504229032 27.934895015947404 42.476146184868412 26.481658654636703 1.9500217588210933
leaf_count=10947 213066 24824 4312 9562 161231 33964 146294 121564 106620 82214 18499 31639 11967 30293 25195 3203 7546 11642 6382 3452 5536 42564 734 855 4373 13201 12029 15127 58248 169 17822 13481 721 1483138 39198 32226 40784 17877 1714
internal_value=0 -0.000686551 -0.00783102 0 0.000714913 0.00500254 -0.000677619 -0.00436644 -0.0105452 0.00296279 -0.00905342 -0.00684485 0.0133702 -0.0118562 0.00428597 0.000111133 0.00313533 0.00830205 0.0116406 -0.00177037 -0.00993652 0.0158383 0.00289876 0.00699028 0.0122217 -0.0156045 -0.000859578 -0.00306373 -0.012397 -0.0163757 -0.000115311 0.00499425 0.0175187 -0.00039951 0.00328495 -0.000656492 0.0133032 -0.0136502 0.020792
internal_weight=0 1035.63 82.7597 952.865 923.535 260.16 663.375 365.542 232.598 297.833 29.3305 98.3366 161.824 66.3241 132.944 2986.54 273.832 153.036 121.589 120.796 49.5206 99.4179 71.275 67.7514 30.8501 37.2142 31.4471 88.5857 78.3692 33.8164 2712.71 61.1168 39.7804 2651.6 214.749 159.45 55.2987 54.4166 44.4262
internal_count=2864213 1094619 87384 1007235 979174 269094 710080 399673 252914 310407 28061 95896 173198 61932 146759 1769594 111686 75820 60588 35866 22358 48946 13508 12774 5228 16822 15232 97341 83072 13370 1657908 32024 18543 1625884 142746 89301 53445 50103 42498
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8766294 1 481 542 1 322 4 526 32774 2 258 4 17 1 230 4 295190 68
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=40
num_cat=22
split_feature=2 7 1 0 0 1 1 5 3 0 3 1 0 0 7 0 1 9 2 9 3 2 1 0 0 2 8 0 1 2 0 0 0 1 3 2 2 1 0
split_gain=0.0759708 0.999538 1.77896 1.41866 0.467127 2.02972 1.85907 2.56231 1.50694 0.739549 0.729485 0.672374 0.789412 0.442511 0.442421 0.642706 0.511858 2.46436 1.81624 1.46602 1.00447 0.683463 0.365066 0.708141 0.867739 1.35801 0.966171 0.80328 1.20824 0.631495 0.612389 1.15999 1.82084 1.34045 0.65782 1.52349 1.06168 0.488842 0.460756
threshold=0 1 2 23.500000000000004 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 6 5.5000000000000009 6.5000000000000009 7 18.500000000000004 8 9 10 11 1.5000000000000002 12 13 21.500000000000004 4.5000000000000009 14 15 2.5000000000000004 16 17 1.5000000000000002 8.5000000000000018 20.500000000000004 18 2.5000000000000004 19 20 21 7.5000000000000009
decision_type=9 1 1 2 2 1 1 1 2 2 2 1 2 2 1 2 1 1 9 1 2 9 1 2 2 9 1 2 1 9 2 2 2 1 2 9 9 1 2
left_child=14 4 -3 -4 5 -2 7 9 -8 -6 -9 12 -10 -13 22 16 18 21 -16 20 -20 -18 29 24 27 38 -27 -24 -29 -1 34 33 -33 -32 35 -31 -36 -25 -26
right_child=1 2 3 -5 6 -7 8 10 11 -11 -12 13 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 37 25 26 -28 28 -30 30 31 32 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.0055867628230279569 0.0057689760113554386 0.003313657842136926 -0.023121015926116081 0.0002390549502563474 0.014198344049241403 -0.0081297180531755588 -0.010661350995708634 -0.011919731044892266 0.01156581304177085 0 0.0022356408430063159 -0.0054507984608860478 -0.00047325720851386144 0.0037671406409202275 -0.0076568353869754455 -0.0059930834849533914 0.01343554453394636 -0.016000779531446584 -0.010988384892601916 0.016288236783087318 0.0088958642936640079 -0.00020635413468916993 -0.0018751292516686491 0.012580736240512683 0 -0.011823072481849392 0.0027253064677411421 -0.0042508134540631516 0.0092251060094008033 0.0039160904488469706 -0.011605450056954398 0.014833423931002912 -0.0078272195227650811 0 0.016421562076597493 -0.008189583415780936 0 0 0.014366117149048119
leaf_weight=78.604516871797387 115.02312565288958 28.69200475946127 54.489735616065445 2.9181702114728969 207.13008567957877 228.76904027793353 120.98016592093336 48.317570341045212 81.057872340687027 37.306078605121002 1.299565036111743 119.06394937195728 21.173393323479104 17.206561751052504 14.139460792925091 7.1110088306595562 48.727667590414057 24.166753723395232 29.197545177084976 134.77421812979082 6.7160975835722629 6.091438632036442 960.58558155654828 18.522444024725701 5.721350189560324 223.65466708537861 5.9330667753820299 43.209434028354735 140.72976881315117 454.70541171228979 95.887093159341021 72.05427925044205 12.199661713297244 297.6358600960848 57.018040239898255 84.133173247246305 107.45826608078642 5.4808994051127256 6.721112709317822
leaf_count=83048 124615 27422 56083 3080 204022 239172 120765 52865 78987 34587 1527 126229 15417 18250 15167 2386 18953 13819 6697 41929 6115 7207 612652 2346 6658 66022 1364 15775 52769 294752 32832 28737 7673 170132 52895 100339 109573 3992 7559
internal_value=0 -0.000824468 -0.00962962 -0.0168941 0 -0.00265038 0.00172992 0.00738367 -0.00246339 0.0121343 -0.00707825 0.00121255 0.00675137 -0.00189869 9.32926e-05 0.00379441 0.00566427 0 0.00804334 0.0119746 -0.000314357 0.00930818 -0.000208761 -0.00138143 -0.00196948 -0.0071534 -0.00964825 -0.000463109 0.00473753 0.000877235 0.00172203 -0.000505583 0.00773285 -0.0034006 0.00362665 0.00109119 0.00894076 0.00899994 0.0067714
internal_weight=0 1083.43 86.0999 57.4079 997.327 343.792 653.535 294.053 359.482 244.436 49.6171 238.502 102.231 136.271 2941.18 270.924 263.813 78.9859 184.827 170.688 35.9136 54.8191 2670.25 1410.56 1386.55 242.03 229.588 1144.52 183.939 1259.7 1181.09 477.777 84.2539 393.523 703.315 538.839 164.476 24.0033 12.4425
internal_count=2864412 1103021 86585 59163 1016436 363787 652649 293001 359648 238609 54392 238883 94404 144479 1761391 112273 109887 39979 69908 54741 12812 26160 1649118 769137 762799 81603 67386 681196 68544 879981 796933 239374 36410 202964 557559 395091 162468 6338 14217
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=9036622 1 529 898 110 2 529 1 110 3 8913410 2 8422210 433 8978944 1 8 8397312 1 16708 622602 10
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=40
num_cat=18
split_feature=11 2 0 1 3 1 3 2 1 3 0 3 0 3 0 1 9 0 0 2 3 2 3 9 0 1 0 1 1 0 3 0 0 1 9 0 3 1 1
split_gain=0.0430415 0.1958 0.193009 0.173839 0.182025 0.084827 0.143507 0.0737016 0.386248 0.672044 0.614881 0.438807 0.432575 0.399416 0.324208 0.250101 1.05551 1.28632 2.11781 0.697722 0.688912 0.56794 0.666621 0.514737 0.527263 0.919933 0.710021 2.61429 1.35586 0.499363 0.290543 0.248722 0.525897 0.464558 0.91239 0.296705 0.254985 0.378613 0.284737
threshold=0 1 3.5000000000000004 2 6.5000000000000009 3 2.5000000000000004 4 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 6.5000000000000009 16.500000000000004 1.0000000180025095e-35 6 7 4.5000000000000009 1.5000000000000002 8 3.5000000000000004 9 2.5000000000000004 10 13.500000000000002 11 1.5000000000000002 12 13 38.500000000000007 2.5000000000000004 10.500000000000002 5.5000000000000009 14 15 27.500000000000004 1.0000000180025095e-35 16 17
decision_type=9 9 2 1 2 1 2 9 1 2 2 2 2 2 2 1 1 2 2 9 2 9 2 1 2 1 2 1 1 2 2 2 2 1 1 2 2 1 1
left_child=7 2 3 -2 -5 6 -4 15 9 14 11 -11 13 -12 -9 16 21 18 20 -20 -18 -1 -23 -17 26 29 28 -28 -25 -26 -19 32 36 -34 -35 -33 38 -38 -10
right_child=1 -3 5 4 -6 -7 -8 8 31 10 12 -13 -14 -15 -16 23 17 30 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31 -32 35 33 34 -36 -37 37 -39 -40
leaf_value=0.0016445198427259896 0 0 0 0.015705860640012392 0 -0.0034651371430832753 0.0076220917447672107 -0.0016440898394636519 0 -0.005069953169386781 -0.012537520248351237 0.0028632870134971981 0 0 0.0047734160280209648 0.0023234734172824655 -0.01105045560712037 -0.019403457081740461 0.016467144222471346 0 0.00062942461918056181 0.017993717779743245 0 0.0035239238590852686 0.016839150273679698 -0.0022325417628733558 0.0012515625523338769 -0.010563248393105658 -0.0041560987472277636 0 0 -0.0088058201628125558 0 0.016732921053256199 -0.0008479170953504489 0 0.005341767995332293 0 -0.0049313345279140778
leaf_weight=471.83579719171394 2.2146320286847185 7.3830704766151056 2.2466363450221256 9.706303726445185 0.56821971971658136 8.5410945048206468 0.65873644387465891 70.635528648668696 145.71687836314959 96.383642037086247 133.40654078881198 108.9844378001435 49.354192442537169 0.36035929480567475 108.31869520053442 414.16843397245611 79.994698220216378 20.698449912626533 39.642946255669813 3.7549247557180925 10.734961726011532 38.638000810973608 25.257528104462835 452.60923773975446 33.762230475869728 26.220301740439027 315.40644633393822 305.43771967930115 390.80657242583402 1.4377723899815453 3.5177764752006615 28.058061253032065 14.097922582455793 37.022314143032418 5.3773151747882357 8.0613592693262017 139.3572985559731 285.58209641896246 127.17951198933588
leaf_count=251874 1370 6310 621 5235 629 2141 281 74375 148107 105708 135746 116393 50720 386 111051 226320 60344 9361 17646 3826 11136 40748 28398 298475 4113 10893 134673 93811 260268 348 2368 24322 14331 31222 5145 7280 145277 294848 128913
internal_value=0 0.00234175 0.00599032 0.010461 0.0112723 0 0.00248724 -0.000161185 -0.000772858 -0.00275221 -0.00517723 0 -0.00902682 -0.0115089 0.000932256 4.94099e-05 0.00171602 -0.00398624 0 0.0141131 -0.00737062 0.00408234 0.0116329 -0.000417995 -0.00139416 0.00520534 -0.00198004 -0.0044621 0 0.0122834 -0.0172765 0.00035094 0.00116023 0.00854432 0.0115332 -0.00481812 0 0.00171093 -0.00200538
internal_weight=0 31.3187 23.9356 12.4892 10.2745 11.4465 2.90537 3991.82 1357.9 567.443 388.489 205.368 183.121 133.767 178.954 2633.92 694.075 158.344 134.128 43.3979 90.7297 535.731 63.8955 1939.85 1525.68 61.4203 1464.26 620.844 843.416 35.2 24.2162 790.453 754.333 56.4976 42.3996 36.1194 697.836 424.939 272.896
internal_count=2865013 16587 10277 7234 5864 3043 902 2848426 1393824 594379 408953 222101 186852 136132 185426 1454602 425701 104681 92952 21472 71480 321020 69146 1028901 802581 15354 787227 228484 558743 4461 11729 799445 767843 50698 36367 31602 717145 440125 277020
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 8653272 24 56 2220614 226 162 5 2105412 2105408 10 9 836 25 528 3 536 5
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=40
num_cat=19
split_feature=2 5 1 9 1 4 0 0 9 0 3 3 1 0 3 3 0 9 1 0 3 3 3 0 1 4 2 9 3 9 1 2 3 2 0 0 0 3 2
split_gain=0.0429685 0.494484 1.00675 1.02444 0.997508 2.25076 0.460939 0.44055 0.438497 0.369412 0.21748 0.20377 0.377993 0.356985 0.268261 0.187375 0.0996987 0.0848303 0.209865 0.573256 0.26814 0.0645991 0.0630692 0.0602727 0.0535001 0.605738 2.61737 2.83139 1.27038 1.18539 1.10551 2.38054 1.0855 1.02754 0.68364 0.541699 0.541534 0.503214 0.453912
threshold=0 1 2 3 4 5 1.0000000180025095e-35 17.500000000000004 6 26.500000000000004 1.0000000180025095e-35 1.5000000000000002 7 14.500000000000002 13.500000000000002 6.5000000000000009 10.500000000000002 8 9 1.5000000000000002 5.5000000000000009 7.5000000000000009 10.500000000000002 3.5000000000000004 10 11 12 13 1.5000000000000002 14 15 16 7.5000000000000009 17 15.500000000000002 3.5000000000000004 15.500000000000002 8.5000000000000018 18
decision_type=9 1 1 1 1 1 2 2 1 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 1 1 9 1 2 1 1 9 2 9 2 2 2 2 9
left_child=1 2 17 11 5 9 -6 -8 -7 10 -3 12 -4 14 -13 -10 21 -1 23 20 -20 -5 -12 -19 -2 28 29 32 38 -27 -30 35 36 -29 -33 -32 -28 -31 -26
right_child=24 4 3 16 6 8 7 -9 15 -11 22 13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 27 33 30 37 31 34 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.00074144013635335038 0 -0.0019434065136835828 -0.006294383777900741 0 0 -0.017995912227500108 0 -0.012595701599611814 0 0.022950323983034131 0.018559309828366451 0.005778153959741625 0 0 0 0 0.0037274715635179576 -0.015154914770649723 0 0 0 0 0 -0.0050845159979246097 0.0023162837059053864 0.014151802386648397 0.00094211385949040599 0 -0.022817409422534775 0.010040141984125343 -0.018812929110398766 -0.00036417857778966187 -0.016536257912104658 0 -0.0010956531053547571 0 0 0.00088644370023671561
leaf_weight=8.8397587977306102 1197.8027829486091 3.1534704852310886 12.007006720741629 25.483475101020311 21.764048586868739 6.1732619972390239 34.603858548747667 1.8495823407865817 36.352807850540557 0.83485872292658214 20.423372086224848 60.201612083406872 110.26003819953985 0.96280069243220978 0.67775583523325522 1.2926350835623441 1.8432086160319148 13.380258610450257 27.747106103757691 26.468573035352165 3.2838884502270949 0.45397879535448638 0.12407922046258946 4.9853041040187227 90.591079098958289 5.9341368991008494 270.23877528982848 14.480373077269176 110.20506229750026 33.47375264402217 32.688832311003353 134.37966422140016 18.147120517416624 24.665791229577735 3.4119337771553537 17.500065419386374 1.829890413355314 4.2938893642567555 1638.8992624387756
leaf_count=8587 915915 3308 13883 32649 27320 6657 38392 2387 48463 1304 23486 88360 121529 846 475 1447 1978 13106 25917 29203 2729 509 158 4881 92883 6111 272209 15231 102083 36768 34013 88670 16724 24140 1875 17350 1088 4087 738628
internal_value=0 0.000785251 0.00344522 0.00713712 -0.00294745 0.00243105 -0.010435 -0.0157653 -0.00653634 0.0191786 0.0210316 0.0101597 0.003068 0.0164383 0.0176737 -0.00985355 -0.00264256 -0.00298767 -0.004215 -0.0066807 -0.0131673 -0.00526776 0.0226483 0 -0.00019967 0 0.00361833 0.00739077 -0.000615824 -0.0116061 -0.00637269 -0.0103418 0.0113498 -0.00907187 -0.0165086 0.00307534 0.0134586 -0.0177175 0.00029796
internal_weight=0 423.167 296.595 211.89 126.572 68.3545 58.2175 36.4534 43.8187 24.5358 23.7009 184.109 122.267 61.8422 60.8794 37.6454 27.7807 84.7049 75.8651 57.4996 31.031 25.9375 20.5475 18.3656 3598.54 2400.74 373.064 329.362 2027.68 43.7018 298.186 187.98 290.216 39.1462 137.792 50.1889 272.069 37.7676 1729.49
internal_count=2865349 497574 344652 260229 152922 84823 68099 40779 56567 28256 26952 225093 135412 89681 88835 49910 35136 84423 75836 57849 28646 33158 23644 17987 2367775 1451860 376358 329392 1075502 46966 243991 141908 290021 39371 90545 51363 273297 40855 831511
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=8507910 2 928 3 482 2 4 64 4 32 609 2 6816801 3 12 264 2099360 392 1319048
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=40
num_cat=19
split_feature=11 2 1 2 1 3 0 0 3 0 3 3 0 9 1 9 0 3 3 3 1 2 1 9 2 3 2 0 0 0 3 2 1 0 2 0 9 0 1
split_gain=0.041222 0.190987 0.127954 0.0803825 0.461348 1.71727 1.11726 0.992564 0.761961 0.519261 0.535367 0.507113 0.398379 0.688992 0.751506 0.503541 0.348819 0.316394 0.172817 0.167312 0.559436 0.443397 0.175067 0.849114 1.63715 0.897009 0.780349 0.392879 0.365459 0.363719 0.291958 1.2223 1.406 0.544956 0.476173 0.763606 0.435877 0.154552 0.143052
threshold=0 1 2 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 5 6 7 54.500000000000007 1.5000000000000002 1.5000000000000002 8.5000000000000018 8 9 10 11 12 3.5000000000000004 13 2.5000000000000004 16.500000000000004 1.5000000000000002 1.0000000180025095e-35 14 15 1.5000000000000002 16 1.0000000180025095e-35 17 4.5000000000000009 18
decision_type=9 9 1 9 1 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 9 1 1 9 2 9 2 2 2 2 9 1 2 9 2 1 2 1
left_child=3 2 -2 4 5 6 -1 11 12 10 17 -7 15 -14 -15 38 -9 -10 -11 22 21 -21 23 26 29 -26 27 -5 -28 -25 34 32 -32 -33 35 -24 -36 -12 -6
right_child=1 -3 -4 19 8 7 -8 16 9 18 37 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 30 24 25 -27 28 -29 -30 -31 31 33 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.0023924754171738053 0.0095958809978300072 0 0 0 0 -0.0067286129265475619 0.012710439283932959 -0.015535025391898367 0 0 -0.0040932285768788493 0.0027102419285570654 0.00059329372675143133 0 -0.015140788890700791 -0.0063584774239024977 0 0.0088470318213681055 -0.0083127819557297488 0 -0.00073255289994505839 0.015678914970371688 0.014112651287828643 0 -0.01215547223796062 0.00063456050212775132 0.0054795176418306214 -0.0089818015726404916 -0.00060587404714341521 0.013657806692639739 0 -0.0028919424024133884 -0.017719899082643868 0.0025260048688438511 0.0022533918283325362 0 -0.0014967528846737618 0.0020813908252657852 0.0067253744780603301
leaf_weight=40.681371088547166 4.7018946113821585 23.611127002601282 3.0140738829795737 62.165838164150045 9.1916230081624235 64.333792930752679 55.146187803591602 107.26399032977497 68.291472881886875 6.8058527629182191 53.380612357628706 79.992502619264997 16.653682167248917 11.346226266701706 58.947739609924611 20.863269083958585 0.9127106259111305 196.8233457872193 5.9847240072558634 4.8906976384168956 10.358231818870992 13.568183952505935 33.957810008556407 19.57521107129287 139.00820953951188 16.676589554088423 540.05350603186525 33.697953747629072 11.155642130994236 16.621890671915025 67.648560904983242 336.24261302372179 58.402200917065784 344.02603543631994 375.18151690442028 56.103760138561483 996.30967959982081 4.2816499249165636 54.618781672936166
leaf_count=37533 4336 9206 3045 66181 6535 70857 55855 108500 71454 7855 56459 83437 17561 12543 61355 17554 1035 203936 5739 5654 10190 10162 38894 22360 87943 15021 326126 38616 6075 18241 60238 324811 108861 224589 155208 46451 406421 4145 54547
internal_value=0 0.00232774 0.00685491 -0.000145271 -0.000996166 -0.0037267 0.00487288 -0.00835507 0.000466209 0.00362421 0.00511668 -0.000210119 -0.003818 -0.0076939 -0.0111828 0 -0.0146458 0.00703113 -0.0042101 2.49626e-06 0.00533351 0.011129 -1.84081e-06 0.00109496 -0.00364855 -0.00881395 0.00306874 -0.00287225 0.00473383 0.00759509 -0.000549507 -0.00207497 -0.00976191 0 0.000112059 0.00601773 -0.000223546 0 0.00498015
internal_weight=0 31.3271 7.71597 3991.16 855.52 348.331 95.8276 252.503 507.189 335.568 322.777 144.326 171.621 86.9476 70.294 84.6737 108.177 265.115 12.7906 3135.64 28.8171 18.4589 3106.83 838.955 191.882 155.685 647.073 95.8638 551.209 36.1971 2267.87 806.319 126.051 680.269 1461.55 90.0616 1371.49 57.6623 63.8104
internal_count=2865529 16587 7381 2848942 876900 357217 93388 263829 519683 349588 335994 154294 170095 91459 73898 78636 109535 275390 13594 1972042 26006 15816 1946036 580563 143565 102964 436998 104797 332201 40601 1365473 718499 169099 549400 646974 85345 561629 60604 61082
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 8653208 121 30415257 226 2 8 9 117 16932 162 5 2711584 795168 2212864 81 615424 6 8
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=40
num_cat=20
split_feature=2 9 3 0 0 1 1 3 1 3 1 1 12 3 0 3 0 0 12 1 3 0 0 2 3 1 0 0 1 1 0 1 0 2 9 9 2 2 3
split_gain=0.0426549 0.875448 1.36914 0.815741 0.494983 0.69454 0.418541 0.360172 0.550419 0.50601 0.355304 0.348437 0.289858 0.242978 0.190814 0.172654 0.138654 0.115826 0.11323 0.544564 0.280645 0.191006 0.146812 1.21368 0.508046 1.83289 0.884532 0.767697 0.693745 0.447578 0.258078 0.202712 0.509658 0.87117 0.895608 0.435531 2.97193 1.40396 0.789838
threshold=0 1 3.5000000000000004 8.5000000000000018 12.500000000000002 2 3 2.5000000000000004 4 1.0000000180025095e-35 5 6 7 8.5000000000000018 2.5000000000000004 10.500000000000002 3.5000000000000004 1.5000000000000002 8 9 13.500000000000002 4.5000000000000009 9.5000000000000018 10 1.5000000000000002 11 21.500000000000004 24.500000000000004 12 13 19.500000000000004 14 6.5000000000000009 15 16 17 18 19 2.5000000000000004
decision_type=9 1 2 2 2 1 1 2 1 2 1 1 1 2 2 2 2 2 1 1 2 2 2 9 2 1 2 2 1 1 2 1 2 9 1 1 9 9 2
left_child=1 4 3 11 5 13 -4 8 14 -10 -9 -3 -13 16 -7 -12 17 -1 22 21 -21 -20 31 29 25 26 -25 28 -26 -24 -31 35 -33 -34 -35 36 -2 38 -37
right_child=18 2 6 -5 -6 7 -8 10 9 -11 15 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 27 -27 -28 -29 -30 30 -32 32 33 34 -36 37 -38 -39 -40
leaf_value=0.0039465449242637035 0.01929068410584981 0 -0.00047583902844327392 0 -0.0066513595364473656 -0.0084307557826399857 0.0091453476398219418 0 0 0.012636668658120236 -0.011603436141160928 -0.018000330826514119 0 0 0 0 0.015264491926200172 0 0.0077400616972791401 -0.015627711229244969 0 0 0 -4.386513169471774e-05 0.017079571182732713 -0.013222523117990926 0.014121786073592525 -0.0032229139939042835 0 0.02322993591458597 0 -9.3362121076462731e-05 0.0034431539915273641 0.0011310432290299582 -0.014060530112329021 0.0027507979576720134 -0.00055025336541465308 -0.0081463092255303158 -0.004912350623636666
leaf_weight=77.705191043976811 54.704754770544241 14.188464777849731 9.2269209873338678 11.760699095102607 14.960475360567214 12.586846652076931 20.460598713594667 13.804106118157506 40.657828595012688 35.674753223633161 40.104957951640245 90.669557469904248 0.19628313844441336 4.2403612665948449 7.7787691445992087 1.2849481703888148 32.386478878586786 28.55348581297585 3.4119537522783503 13.847198701034358 0.036402906931471857 3.0077585826729774 1.9927796658594161 59.851271701554651 16.318345564592164 72.197841579916712 23.256530672035296 4.0909732082945984 22.276180134576862 19.491192508925458 6.8360527234035535 1838.8406312954994 10.261631742687312 9.3674257532693446 82.399296186846186 823.36911752305059 248.83719574231509 142.82953367269511 109.54497315135632
leaf_count=87115 61533 16095 9932 11602 13084 14734 22878 16474 40318 36338 43456 100542 220 4797 9055 1278 26085 24746 3614 16627 37 2563 2045 15312 9836 34371 5579 3721 7195 20590 7578 1445119 10486 4760 37181 333401 112329 150636 101119
internal_value=0 -0.000937187 -0.00675148 -0.0121832 0.00141277 0.00336583 0.00384518 -4.21374e-06 0.00175441 0.00653009 -0.00613997 -0.0148915 -0.0159837 0.00762201 -0.00393241 -0.00911679 0.0090029 0.00195216 0 -0.00459446 -0.0109287 0.00124429 0.000140346 0.00245004 -0.000161344 -0.00396859 0.00364019 0.00546194 0.011763 0.0141448 0.0175756 0 -0.00068989 -0.00675691 -0.0103604 0.000874068 0.00398201 0 0.00139987
internal_weight=0 456.241 146.503 116.815 309.738 294.778 29.6875 151.892 96.6982 76.3326 55.194 105.054 90.8658 142.886 20.3656 41.3899 138.645 106.259 3566.77 20.3033 13.8836 6.41971 3546.47 226.311 197.991 155.306 83.1078 42.6855 38.5945 28.32 26.3272 3320.15 1940.87 102.028 91.7667 1379.29 303.542 1075.74 932.914
internal_count=2864381 478749 161269 128459 317480 304396 32810 161653 100445 76656 61208 116857 100762 142743 23789 44734 137946 111861 2385632 22841 16664 6177 2362791 106227 76014 55262 20891 20752 17031 30213 28168 2256564 1497546 52427 41941 759018 173862 585156 434520
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=22025377 1 107 549 256 256 256 1 1 322 8462620 139 376 514 534 2621708 4 10 551696 2441306
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=40
num_cat=21
split_feature=2 0 0 3 1 0 0 0 9 3 1 2 2 3 1 5 3 1 2 3 2 0 0 1 0 9 0 2 1 2 3 1 2 2 0 2 0 9 0
split_gain=0.0387921 0.538308 0.402901 0.271174 0.594617 1.5055 0.873769 0.262477 0.377366 0.236985 0.559475 0.473467 0.454719 0.189299 0.179602 0.163772 0.142587 0.132462 1.00527 0.478089 0.379736 0.457317 0.377029 0.353625 0.319838 0.298915 0.435485 0.294523 1.10654 0.287977 0.224917 1.05955 2.16805 1.02811 0.936563 0.809517 0.412978 0.216165 0.325826
threshold=0 9.5000000000000018 19.500000000000004 7.5000000000000009 1 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 2 7.5000000000000009 3 4 5 17.500000000000004 6 7 6.5000000000000009 8 9 4.5000000000000009 10 10.500000000000002 25.500000000000004 11 1.0000000180025095e-35 12 3.5000000000000004 13 14 15 2.5000000000000004 16 17 18 8.5000000000000018 19 8.5000000000000018 20 6.5000000000000009
decision_type=9 2 2 2 1 2 2 2 1 2 1 9 9 2 1 1 2 1 9 2 9 2 2 1 2 1 2 9 1 9 2 1 9 9 2 9 2 1 2
left_child=1 3 -3 4 5 6 -1 8 -6 17 11 13 -12 -11 15 -5 -8 18 20 23 25 24 -23 -20 -22 26 -2 28 37 -27 33 35 -33 36 -35 -32 -29 -19 -39
right_child=9 2 -4 14 7 -7 16 -9 -10 10 12 -13 -14 -15 -16 -17 -18 27 19 -21 21 22 -24 -25 -26 29 -28 30 -30 -31 31 32 -34 34 -36 -37 -38 38 -40
leaf_value=0 0 0.015078848614348725 0 0.013658774046520309 0 -0.0080560005029622316 0.022447186965002277 0 -0.0081067191214669859 0.012509091372134823 0 -0.0034265330639372082 -0.014557403122288523 0 0 0 0 0 0 0 0 -0.009804434736787911 0.002134887099916665 -0.011576310432953683 0.01056282283669281 0 0.0057770682114672454 9.9331757489982877e-05 -0.0026751137173501721 -0.0064326575913945128 0.0014208688315713175 0.0092586909203472758 -0.005225202641722655 -0.0091057406673724431 0.0028578409453417991 -0.010853330372958716 -0.0049506901964686354 0.010722179472214557 0
leaf_weight=13.192300643713681 446.40441794509388 12.561759185686244 4.2714054036186999 3.4246229255804792 17.705503641613177 8.0583325402985775 18.175836944763436 21.362318425017293 145.98468778010283 14.405913440787113 10.297369682928545 10.730060245943607 25.501924933545524 0.77456432831240896 1.4565399469574911 0.60867025857441959 0.2904847550962576 5.4813503983459668 35.574430372143979 9.2948341354349377 84.978402825632656 7.6901730837125779 2.3084724148502573 68.500107390733319 120.98268414114136 7.1235139958225773 155.35303575001308 1553.1625879149506 138.626995465449 66.41708266545902 26.051529756492528 234.94961288420018 106.61118747033288 253.7088047154466 25.388041216829151 74.164830508994783 141.49129695733427 127.9691560286592 21.545590458859806
leaf_count=12872 263201 10419 4212 2198 18359 7403 20141 18654 163420 11894 10354 12307 25728 766 1426 528 282 6080 35144 8955 87007 8590 2721 65156 133452 7597 51735 812086 117182 32343 27594 202930 127469 265809 27466 75961 43727 122344 18659
internal_value=0 0.000944319 0.010982 0 -0.00193503 0.0040917 0.0151281 -0.0049729 -0.00660466 -0.000190009 -0.00522941 6.21368e-05 -0.0103389 0.0086611 0.00703774 0.00898375 0.0217126 0 0.000888138 -0.00615874 0.00233269 0.00583662 -1.3898e-05 -0.00905944 0.00760505 0.000529002 0.001676 -0.000426736 0.00212601 -0.00349824 -0.00088879 0.000708772 0.00387776 -0.00140578 -0.0066597 -0.00602796 -0.000225833 0.00762648 0.00863057
internal_weight=0 247.092 16.8332 230.259 224.769 39.717 31.6586 185.053 163.69 3775.49 61.7098 25.9105 35.7993 15.1805 5.48983 4.03329 18.4663 3713.78 1004.63 113.369 891.258 215.96 9.99865 104.075 205.961 675.298 601.757 2709.15 293.623 73.5406 2415.53 441.777 341.561 1973.75 279.097 100.216 1694.65 154.996 149.515
internal_count=2864171 259914 14631 245283 241131 40698 33295 200433 181779 2604257 61049 24967 36082 12660 4152 2726 20423 2543208 695901 109255 586646 231770 11311 100300 220459 354876 314936 1847307 264265 39940 1583042 433954 330399 1149088 293275 103555 855813 147083 141003
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=8749060 552 4 49 2099939 2106928 213 2 274 2120170 2101344 256 3 4720144 108 32 516 2105546 16800096 3154209 8
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=40
num_cat=18
split_feature=2 1 5 3 2 9 0 0 2 3 3 0 0 3 3 2 0 3 9 1 0 0 9 3 9 2 0 2 2 0 3 3 2 0 2 0 0 2 9
split_gain=0.0554048 0.874264 0.686377 1.28073 0.964355 1.20639 0.83556 0.603593 0.486726 0.441729 0.531151 0.599936 0.427932 0.352182 0.311733 0.280084 0.602837 0.662668 0.257914 0.188992 0.698326 0.430293 2.39721 0.899521 0.794978 2.04947 1.457 1.40443 0.564232 0.51769 0.421543 0.389993 0.370719 0.341251 0.866561 0.935394 0.871096 0.739676 0.861753
threshold=0 1 2 1.5000000000000002 3 4 6.5000000000000009 2.5000000000000004 5 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 15.500000000000002 16.500000000000004 6.5000000000000009 6 4.5000000000000009 5.5000000000000009 7 8 17.500000000000004 6.5000000000000009 9 1.5000000000000002 10 11 1.5000000000000002 12 13 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 14 1.5000000000000002 15 2.5000000000000004 5.5000000000000009 16 17
decision_type=9 1 1 2 9 1 2 2 9 2 2 2 2 2 2 9 2 2 1 1 2 2 1 2 1 9 2 9 9 2 2 2 9 2 9 2 2 9 1
left_child=1 7 3 -3 9 -6 13 8 -1 10 -4 -12 18 -7 -10 16 17 -9 -5 33 21 24 28 -24 27 26 -26 31 -23 -29 -27 -21 -22 37 35 -35 -37 -2 -39
right_child=19 2 4 12 5 6 -8 15 14 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 32 22 23 -25 25 30 -28 29 -30 -31 -32 -33 -34 34 -36 36 -38 38 -40
leaf_value=0 0.0058518541698141429 0 0 0.015312424848004444 0.0039835422368225256 -0.022286228627477877 0 0.015968176544953461 -0.0098420593897711843 0 0.018428163479419345 0 0 0 0 -0.0019532304689704925 0 0 0 0.011792220438430602 0.010134446987042259 0.01232770010147495 -0.019360789352731472 0 -0.0050264027426425856 -0.017865805932225833 0.0079847793538492095 0.0013165913339014451 0 -0.0033308333778073549 0 0 0 0 0 -0.021581111834844593 0 0.0047373858519054084 -0.00219765850430194
leaf_weight=18.006879527049023 254.64826918482686 210.69683092612104 6.7241307983058496 99.528585047475644 5.1979520729000797 39.461173969168158 9.7033732267373107 31.211262959026499 150.74703375665194 4.5565427829278624 23.192141514555264 3.5284163798351065 2.369060162571258 0.2106764976924741 7.6735707810148588 22.189496125894948 36.105652864644071 2.2252788926125495 13.588913653518828 104.08233444961661 38.5531940254441 27.412704494665377 74.054375219850044 30.64815011274186 192.83959050226258 83.179563402569329 110.22143449611031 379.00059281692484 7.8227982088283161 420.23414527150271 4.1251051956933216 7.36539743040339 4.3203907373826942 21.558464958416153 761.59049373766902 31.159277930913959 23.719165873168095 219.12318628751382 540.17469534321572
leaf_count=21206 278222 236165 6295 92303 6154 49565 12606 40260 149563 4398 23496 3473 2365 244 7650 22011 40243 3009 13664 94057 10488 9031 24733 15323 129538 98729 50175 292455 8235 250928 4734 7089 5166 21113 318499 28701 20728 141198 323609
internal_value=0 0.000643128 0.00369367 0.00605287 -0.001317 -0.00909317 -0.0149932 -0.00300818 -0.00652857 0.0051094 0.010317 0.0145843 0.0133314 -0.0210861 -0.00829893 0.000991342 0.00494922 0.0118986 0.014511 -0.000277812 -0.00114907 -0.00177755 -0.0068412 -0.0138942 -0.000865608 -0.00449659 0 0.000508069 0.00728312 -0.000787823 -0.0151977 0.00953584 0.00773564 0.000271238 -0.000994905 -0.00904446 -0.0152632 0.00160619 0
internal_weight=0 686.917 418.758 326.183 92.5744 54.5732 49.3752 268.159 176.427 38.0012 33.4447 26.7206 115.487 39.6719 158.421 91.7317 69.5422 33.4365 113.117 3335.83 1483.86 1440.99 139.938 104.703 1301.05 390.366 303.061 910.682 35.2355 799.235 87.3047 111.448 42.8736 1851.97 838.027 76.4369 54.8784 1013.95 759.298
internal_count=2867421 734670 450728 344497 106231 68569 62415 283942 178419 37662 33264 26969 108332 49809 157213 105523 83512 43269 105967 2132751 1000681 985027 57322 40056 927705 283176 179713 644529 17266 543383 103463 101146 15654 1132070 389041 70542 49429 743029 464807
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8749606 390 2 8684032 4 65540 550 3 406 6 1 19398744 4203777 2240 2622800 5264400 2120728 6
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=40
num_cat=16
split_feature=2 1 3 3 0 0 0 3 0 3 0 1 0 3 9 2 2 2 0 0 3 2 9 5 9 0 9 2 0 3 8 3 3 9 11 0 3 3 0
split_gain=0.0403443 0.553804 2.433 1.01835 0.929691 0.568433 0.557457 0.4405 0.378836 0.222436 0.125854 0.114813 0.456798 0.902767 2.34886 1.8103 1.34861 1.12946 1.11767 0.892223 0.801398 0.7335 1.11462 0.669723 0.646496 0.575464 0.521687 0.405424 1.22528 1.44841 0.495537 0.395346 0.390733 0.385544 0.379952 0.376686 0.354619 0.33821 0.577306
threshold=0 1 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 10.500000000000002 9.5000000000000018 8.5000000000000018 10.500000000000002 4.5000000000000009 2 7.5000000000000009 1.5000000000000002 3 4 5 6 1.0000000180025095e-35 24.500000000000004 12.500000000000002 7 8 9 10 4.5000000000000009 11 12 1.0000000180025095e-35 1.5000000000000002 13 3.5000000000000004 6.5000000000000009 14 15 12.500000000000002 7.5000000000000009 1.0000000180025095e-35 9.5000000000000018
decision_type=9 1 2 2 2 2 2 2 2 2 2 1 2 2 1 9 9 9 2 2 2 9 1 1 1 2 1 9 2 2 1 2 2 1 9 2 2 2 2
left_child=1 2 4 5 -1 -3 -6 -4 9 -5 -7 12 13 14 16 25 23 -16 -19 21 24 -14 34 -2 -17 26 -15 30 29 -29 37 -27 -31 -32 -23 -35 -30 38 -13
right_child=11 3 7 8 6 10 -8 -9 -10 -11 -12 27 19 15 17 20 -18 18 -20 -21 -22 22 -24 -25 -26 31 -28 28 36 32 33 -33 -34 35 -36 -37 -38 -39 -40
leaf_value=-0.01312837564843617 0.015767159563541158 0.0085476203955277483 0.017955479778287112 -0.0118990094952611 0.010298043247147269 -0.006692596698253582 -0.0037074128551591416 0 0 0 0 0.0010729447322249733 0 0.0056638180289627542 0.0041022035534127891 0 -0.002811723785123402 0 -0.008727413735812966 -0.0062074585371328693 0.0010971262267153073 0.019309727292136709 -0.00086007203556277975 0 -0.013175623822389251 0 -0.0012009851884092508 -0.0095546825674102855 0.0083467751751679677 0.0075820843340165551 0 -0.013296414505678015 0 0.015348916396405685 0 0 0 -0.0027293464833099811 -0.006096394907920126
leaf_weight=45.933254888339434 145.88917003071401 44.58617336153111 50.477955493624904 118.60285632064188 18.914079484442485 9.6316654442925955 5.297530747804557 2.1104171341867177 11.779947294606243 1.1004059454717197 15.997272555890957 1163.2447143967001 22.927127701317659 184.9598817748556 145.33235929492366 24.301525242219213 21.727337110976805 230.15523613630285 262.62761599324585 9.4389954625221417 3.6281071957491795 69.090001205913723 14.383716125972567 5.7932988956963518 216.72586304476863 17.920209168310979 90.469256547679834 102.65471797732607 258.76295972344087 88.954377309593838 2.3151913781039184 12.583292327908564 7.9185802540305295 27.869713120482636 1.8082641041546583 1.234320001938612 5.9985490810940965 467.37614852568186 89.68829728581477
leaf_count=50575 97629 40784 51981 130102 15101 7351 4280 2536 10358 1300 10840 399319 24144 167582 162225 24653 23907 174127 155852 11068 3855 35256 9310 6690 225786 11882 89647 95450 268566 94779 986 8100 7692 10240 348 310 6790 415078 10857
internal_value=0 -0.00104268 0.00251813 -0.00450879 -0.00623121 0.00167651 0.00134393 0.01615 -0.0096467 -0.011211 -0.00304738 4.40238e-05 -0.000534089 -0.00125996 0.000558803 -0.00434776 0.00993488 -0.00199074 -0.00452384 0.00435039 -0.0101056 0.00858946 0.0118296 0.0135315 -0.0118568 0.000151351 0.00267637 0.000565665 0.00307853 -0.00155822 0 -0.00768688 0.00480653 0.00863856 0.0164909 0.0110507 0.00749801 -0.000461 0.000195348
internal_weight=0 324.432 122.733 201.698 70.1449 70.2151 24.2116 52.5884 131.483 119.703 25.6289 3695.78 1479.76 1362.11 811.525 550.588 173.41 638.115 492.783 117.648 244.655 108.209 85.282 151.682 241.027 305.933 275.429 2216.02 464.289 199.528 1751.73 30.5035 96.873 31.4192 70.8983 29.104 264.762 1720.31 1252.93
internal_count=2867336 325208 124473 200735 69956 58975 19381 54517 141760 131402 18191 2542128 1232061 1151935 620430 531505 128226 492204 329979 80126 254294 69058 44914 104319 250439 277211 257229 1310067 473277 197921 836790 19982 102471 11536 35604 10550 275356 825254 410176
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22553729 449 449 2 2132038 330608 8391438 8390688 5 2 4 1 280642 1 4 1
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=40
num_cat=19
split_feature=11 2 3 7 3 0 2 9 1 0 1 0 0 3 1 2 3 3 1 2 9 0 3 0 3 3 2 0 1 2 1 0 9 0 3 2 3 1 0
split_gain=0.0365624 0.184164 0.184224 0.27461 0.242169 0.0798638 0.0736844 0.527741 1.65756 1.30959 0.99598 0.444444 0.317277 0.275488 0.689715 0.443166 0.209087 0.286512 0.20038 0.70867 0.817225 0.904036 0.826541 0.578496 0.510126 0.220467 0.706513 1.07189 0.951517 0.689015 0.491678 0.441663 0.180977 0.18589 0.143437 0.137941 0.133132 0.124052 0.439094
threshold=0 1 1.0000000180025095e-35 2 6.5000000000000009 13.500000000000002 3 4 5 2.5000000000000004 6 18.500000000000004 8.5000000000000018 8.5000000000000018 7 8 8.5000000000000018 12.500000000000002 9 10 11 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 12 10.500000000000002 13 14 15 1.0000000180025095e-35 16 12.500000000000002 1.0000000180025095e-35 17 7.5000000000000009 18 7.5000000000000009
decision_type=9 9 2 1 2 2 9 1 1 2 1 2 2 2 1 9 2 2 1 9 1 2 2 2 2 2 9 2 1 9 1 2 1 2 2 9 2 1 2
left_child=6 2 -2 4 5 -4 7 10 9 36 12 -10 -1 18 15 -15 37 -18 19 20 21 -8 -22 24 -21 29 28 -28 -27 30 -20 -31 33 -17 -11 -16 -9 -12 -39
right_child=1 -3 3 -5 -6 -7 13 8 11 34 16 -13 -14 14 35 32 17 -19 25 23 22 -23 -24 -25 -26 26 27 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.010592528577907559 0 0 0.015620174672592019 0 0 0 -0.0036049773308054287 0.012927350550854573 -0.013849078197234988 0 0 0 0 0 0 0.025580148922718145 -0.0087353089114739508 0.00083464876791221419 0 0.010444880600341926 -0.011791789094429237 0.0054430738643395718 0.0018502518667540065 -0.00051646850093416987 0 -0.0024464517040820458 -0.0051843962908091311 0.0065036838066241795 0.0065090180314496858 0.0014298689281600438 0.010283900414470942 -0.0018318022872370991 0 0 -0.0098000930339157983 -0.0055013404861888856 0 0.001678632111347513 0.014935161909070259
leaf_weight=61.691442193397961 9.5885206503444369 7.3670904755999826 12.299061563186106 1.1387067258474441 0.81395728088682595 0.2406447860994384 128.44781855296605 50.568783270100539 113.89087342943094 4.3443892198847598 81.033206986241566 1.4139746922737675 4.5606689051055573 4.7877016408747295 2.8786836192011833 12.974347658106122 7.2492290427035169 2.724960459076101 20.277132283088577 149.21062023710329 86.300012484047329 232.46269196805952 8.2717926216719189 16.223839535639854 14.961228261643553 187.40937164275238 612.68754422996972 41.986048268983723 167.41182193141867 598.7292039516251 74.162974194303388 982.78086294758396 1.3275593327998674 0.32780944913975041 9.906739946047308 7.6095672107912851 1.4398117998498481 283.61765072441631 17.839452938002069
leaf_count=63556 2455 6296 6424 591 784 92 92018 47834 112452 5775 82729 1530 5298 5527 2922 9508 8058 2955 19265 160195 51198 92468 6277 16799 16582 195825 537081 19065 182987 378731 68583 346294 1288 199 11291 7650 1539 275785 18246
internal_value=0 0.00212795 0.00575165 0.00989252 0.0127974 0.0149611 -0.000154896 -0.00110679 -0.00524666 0.0034983 0.000219657 -0.0118103 -0.00778861 0 0.00675363 0.0126979 0.00286059 0 -8.19289e-05 0.00134343 -0.00028895 0.00139034 -0.00743523 0.00613062 0.00862657 -0.000543971 -0.00170282 -0.00369061 0.00125044 0 0.00701964 -0.000404693 0.0170873 0.0200063 -0.00736197 -0.000988238 0.0121634 0.00372172 0.00451283
internal_weight=0 31.448 24.0809 14.4924 13.3537 12.5397 3991.51 640.281 181.565 66.2597 458.717 115.305 66.2521 3351.23 29.9057 19.4174 392.465 9.97419 3321.32 635.878 455.482 360.911 94.5718 180.396 164.172 2685.44 1009.49 654.674 354.821 1675.95 94.4401 1581.51 14.6297 13.3022 14.2511 10.4883 52.0086 382.49 301.457
internal_count=2864152 16642 10346 7891 7300 6516 2847510 637048 180421 66439 456627 113982 68854 2210462 27094 16522 387773 11013 2183368 435537 241961 184486 57475 193576 176777 1747831 934958 556146 378812 812873 87848 725025 10995 9707 17066 10572 49373 376760 294031
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 8653272 1 30409113 9 282 18 117 16932 130 788032 5 793122 321 607236 336 3 548 72
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=40
num_cat=20
split_feature=2 1 3 3 3 1 0 0 3 0 0 9 1 1 9 1 3 2 1 1 0 2 0 2 2 0 0 0 2 1 2 1 0 3 0 1 0 3 2
split_gain=0.0502175 0.354476 0.872123 1.25412 0.750863 1.00444 0.309095 0.43222 0.269213 0.262205 0.213773 0.43497 0.343092 0.207605 0.180513 1.52739 1.35724 0.595215 0.618204 0.440175 1.03216 0.581739 0.554939 1.4738 0.470044 0.463831 0.713897 0.439934 1.01543 0.824309 0.450318 0.432652 1.91111 0.405844 0.352387 0.341486 0.325017 0.419505 0.277964
threshold=0 1 2.5000000000000004 1.5000000000000002 4.5000000000000009 2 1.0000000180025095e-35 5.5000000000000009 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 3 4 5 6 7 3.5000000000000004 8 9 10 3.5000000000000004 11 1.5000000000000002 12 13 5.5000000000000009 3.5000000000000004 4.5000000000000009 14 15 16 17 1.5000000000000002 1.5000000000000002 7.5000000000000009 18 1.0000000180025095e-35 1.5000000000000002 19
decision_type=9 1 2 2 2 1 2 2 2 2 2 1 1 1 1 1 2 9 1 1 2 9 2 9 9 2 2 2 9 1 9 1 2 2 2 1 2 2 9
left_child=14 2 3 9 5 -4 -3 8 -8 13 11 -11 -12 -2 19 16 38 18 36 22 21 35 23 33 -24 26 -26 28 -22 -29 -31 32 -23 -1 -27 -21 -17 -38 -16
right_child=1 6 4 -5 -6 -7 7 -9 -10 10 12 -13 -14 -15 15 17 -18 -19 -20 20 27 31 24 -25 25 34 -28 29 -30 30 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.0025297950959734996 0 0 0.015487424472725468 -0.011512798629844589 0 0 -0.0076022827983957672 0 0 0 0.0055815291276235801 -0.0093912227990058522 -0.0022018750793662838 0.0065674887146038863 0 -0.0017227950398662703 0.0024829100618639233 0.0026791722767453416 -0.011086418026637785 0 0.013499878163579129 0.00058603010993916495 0.0071108706621868141 0.012109901627146074 0 0.0068430982693837641 -0.01009362319170358 0.0053021360540206159 -0.0026034434269429081 0.0016190437235460309 -0.0071811347689892434 0 -0.018712000230957652 -0.003729133755289612 0 -0.012782764536901093 0 0.013935330859832482 -0.014913437025879481
leaf_weight=327.06046770401736 13.690671564938384 162.85458617239601 67.299974080029642 68.255905975573114 48.152833355285111 32.334251019732619 210.08935970682433 53.727177884240518 1.1732377864682337 9.014657674022601 60.292364392691525 32.818333080082084 36.661885327586788 77.265673884450734 13.275684792992251 9.6820751612249314 21.690086767914181 483.52288781063544 35.337760457325203 36.958907010179246 69.45014612536761 92.183017235460284 33.740572341881489 133.91072283205358 183.44883318692882 53.695375958530349 91.457581793583813 159.80893433975143 9.2729902660939825 8.2158288326754683 100.59960635182506 862.33994840317609 39.922912999812979 99.760649441734131 113.30744010239141 45.982538948417641 7.4918296931864443 7.738863619924814 106.41107709876815
leaf_count=172120 15584 198171 69156 73827 52825 35543 241648 51651 1438 10589 50187 34928 44189 79059 15021 9524 20207 263163 40207 36786 26642 74914 37548 133180 93130 21676 38600 76829 9674 10036 30751 499116 16782 101149 35637 56503 8853 7088 70243
internal_value=0 -0.000693025 0.000783754 -0.00160213 0.00678473 0.0110024 -0.00280843 -0.0048229 -0.00680846 0.00117693 0 -0.0053714 0.000716674 0.0049651 0.000141031 -0.00111372 -0.00927963 0.000985818 -0.00525796 0.000622513 -0.000347152 -0.00206394 0.00219761 0.0042751 0 -0.00142005 -0.00414368 0.00391442 0.00965097 0.000428006 -0.00424419 -0.000860017 -0.00544313 0.000255762 0.00141674 -0.00891434 0.000124972 0.00832347 -0.0141058
internal_weight=0 873.631 445.787 297.999 147.787 99.6342 427.844 264.99 211.263 229.744 138.787 41.833 96.9542 90.9563 3146.27 685.15 141.377 543.773 60.2505 2461.12 1424.73 1077.39 1036.38 560.732 475.65 441.909 274.906 347.348 78.7231 268.624 108.815 994.446 132.106 426.821 167.003 82.9414 24.9128 15.2307 119.687
internal_count=2864174 958795 465887 308363 157524 104699 492908 294737 243086 234536 139893 45517 94376 94643 1905379 434306 105471 328835 65672 1471073 838033 684101 633040 406449 226591 189043 131730 153932 36316 117616 40787 590812 91696 273269 57313 93289 25465 15941 85264
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=8754038 403 385 2 19 128 5 642 4358 276 682 66084 8389186 66050 8389222 81 8388884 16 257 36
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=40
num_cat=22
split_feature=2 1 0 2 1 9 1 2 2 2 1 0 1 1 9 0 2 9 9 0 0 0 0 0 9 3 2 0 9 1 9 3 3 1 3 3 3 3 3
split_gain=0.0350968 0.430494 0.0652645 0.631728 1.90004 2.28884 0.731919 0.70326 0.701043 0.527041 2.39108 1.17495 1.5109 0.722562 1.81096 1.26045 0.875189 1.79321 0.893421 0.511241 0.701855 0.590457 0.506611 0.587281 0.5023 0.441084 0.589162 0.412256 0.369004 0.34895 0.341583 0.432315 0.318159 0.309555 0.685818 0.280054 0.255652 0.237197 0.221096
threshold=0 1 1.0000000180025095e-35 2 3 4 5 6 7 8 9 1.5000000000000002 10 11 12 13.500000000000002 13 14 15 6.5000000000000009 3.5000000000000004 10.500000000000002 3.5000000000000004 6.5000000000000009 16 6.5000000000000009 17 17.500000000000004 18 19 20 1.0000000180025095e-35 4.5000000000000009 21 2.5000000000000004 3.5000000000000004 7.5000000000000009 10.500000000000002 2.5000000000000004
decision_type=9 1 2 9 1 1 1 9 9 9 1 2 1 1 1 2 9 1 1 2 2 2 2 2 1 2 9 2 1 1 1 2 2 1 2 2 2 2 2
left_child=1 -1 3 6 5 37 7 -2 -8 10 11 12 38 14 27 25 18 -18 -16 20 -12 24 29 -24 -21 26 -15 32 -27 -13 -17 -32 -11 -10 -35 -7 -6 -5 -4
right_child=2 -3 9 4 36 35 8 -9 33 13 19 22 -14 15 16 30 17 -19 -20 21 -22 -23 23 -25 -26 28 -28 -29 -30 -31 31 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0.00148095696557877 0 -0.0070153848358359087 -0.005893185502660484 0.014448540643241426 -0.0083886998556585816 -0.0137072112035878 0.000391950967906577 -0.011230280273905238 0 0.018388156114892161 -0.00015246565952559531 0.0012800681412717396 0.02105063601935564 0.0099945823229097008 9.4806249648111848e-05 0 0.0037161922449981165 -0.015552931376397492 -0.0064310096856176335 0 -0.012742883266954431 -0.0016793609048924689 0.011471246509391277 0 0.013771441447181272 -0.0091681062590665482 0.0016626576366918968 0 0 -0.0063681885247771838 0 -0.018813683153092554 0 0 0.019204563053773386 0 0 0 0.0029891055355652854
leaf_weight=43.737993697272032 149.12086443372391 51.398090316892194 24.172239448656914 92.30572218767702 317.01013708867686 19.825660904352848 674.74994433004758 43.346145218209131 34.378143700305372 29.598793060664327 203.26070037073805 58.67851830858126 79.754619598767022 107.23408921317605 594.10420213476027 8.3217213636380603 25.546023232614971 113.80589980318291 229.11851196533826 4.3810148847696837 58.191365125254379 19.81642974060378 62.309846218966413 64.532949864253169 19.75124849728309 13.912642990879249 674.27120062754693 1.2090577657800157 7.117934712267016 44.331941960321274 18.906557963695377 17.996061021840433 0.83042897492123202 57.983821146568516 33.733905651781242 6.2337937313641296 6.6962473949097321 0.7865339161362489 6.8873720438859882
leaf_count=49588 105920 62051 18851 95520 336624 22305 438391 41851 45078 9879 200620 53659 78790 121896 169636 6004 29680 128491 71061 4409 61458 18692 57767 56582 19540 11939 339004 500 6429 42281 4431 16924 860 77248 39422 6784 6861 630 6636
internal_value=0 -0.00160712 2.20775e-05 -0.000418406 -0.00351829 0.00491345 0.000760062 -0.00378439 0.00233708 0.000397521 0.00281977 0.00838841 0.0164183 -0.000336659 -0.00225219 0.00157212 -0.0035101 -0.0103068 -0.00158776 -0.00277544 -0.00500726 0.00271454 0.00223693 0.0063248 0.0107957 0.0029451 0.00364647 0.012422 -0.00406091 -0.000832464 -0.0100531 -0.0119698 0.0167579 0.00833844 0.0108072 -0.00918073 -0.00764579 0.0126864 0
internal_weight=0 95.1361 3924.21 1436.17 442.858 119.152 993.313 192.467 800.846 2488.04 646.068 340.667 110.814 1841.97 994.213 847.76 962.575 139.352 823.223 305.401 261.452 43.9487 229.853 126.843 24.1323 802.536 781.505 31.6383 21.0306 103.01 45.2243 36.9026 30.4292 126.096 91.7177 26.0595 323.706 93.0923 31.0596
internal_count=2864292 111639 2752653 1216634 468724 125239 747910 147771 600139 1536019 619285 314566 104277 916734 410107 506627 398868 158171 240697 304719 262078 42641 210289 114349 23949 479268 460900 11239 18368 95940 27359 21355 10739 161748 116670 29089 343485 96150 25487
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=22556673 325 8437962 896 5 642 16448 72 2426676 109 1 269 8 8390720 2 1 2 16522 1 41 12 20
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=40
num_cat=22
split_feature=2 1 3 9 3 9 3 3 1 2 3 9 3 1 2 9 2 2 3 2 3 1 0 1 3 9 1 2 1 0 2 2 9 3 3 0 0 3 0
split_gain=0.0313492 0.764761 0.513794 0.577424 0.183234 0.209077 0.132439 0.121025 0.904362 1.21422 0.510807 0.24431 0.153764 0.110796 0.796034 0.228284 1.29665 0.529666 0.794257 0.220648 0.828458 0.724684 0.887292 0.709648 0.81814 0.284086 1.06729 0.826438 0.722208 0.967942 0.670058 0.250933 0.220307 0.240057 0.200438 0.190631 0.189542 0.139016 0.131177
threshold=0 1 5.5000000000000009 2 1.5000000000000002 3 13.500000000000002 7.5000000000000009 4 5 16.500000000000004 6 14.500000000000002 7 8 9 10 11 2.5000000000000004 12 1.5000000000000002 13 5.5000000000000009 14 3.5000000000000004 15 16 17 18 8.5000000000000018 19 20 21 5.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007
decision_type=9 1 2 1 2 1 2 2 1 9 2 1 2 1 9 1 9 9 2 9 2 1 2 1 2 1 1 9 1 2 9 9 1 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6 13 9 -9 11 -10 -11 14 15 17 38 18 -2 25 21 36 -23 24 -22 28 27 -27 29 -15 -28 -30 -16 35 -25 -34 -21 -19 -17
right_child=7 2 -4 -5 5 -7 -8 8 10 12 -12 -13 -14 19 32 16 -18 37 -20 20 23 22 -24 34 -26 26 30 -29 31 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0 0.012835358224245363 0.00044973173744689379 0.0036670738697783278 -0.0098180974393327018 0.012107330345046807 0 0 0.014458961819562771 0 -0.0085790799804450115 0 -0.016495445109862394 0 0.005689920311809143 0 0.012478437244545094 -0.007893259850761657 0 0 0.0063650615172567001 0.01187945835481626 -0.0099231532853679087 0.00039231252961489357 -0.0043154986758368362 0 0.010329104094582342 0 -0.00066720579175361203 0 -0.005491847564074127 -0.01421934074929531 -0.0034596757875754256 -0.012048235314937705 0 0 0 0 0.0026523942363812663 0
leaf_weight=54.991593666978588 92.262387209566441 14.750648490946332 6.6531183194892938 84.173841560579604 60.95579937119328 9.1051116165326658 0.52973638565163028 14.120762898877729 0.47337125711783301 14.833957155962709 1.4114062481967256 29.426332962670138 2.0254653168958603 454.8148746467341 11.308546692220261 21.556716666083961 77.873872679301712 402.13259510107309 42.494032608708949 24.518347695455304 78.120382605235136 241.88648020803885 41.682941244238464 128.75762331869737 50.231494087220199 39.727468759505427 110.97314971373999 239.86816871679184 1009.0004295124236 40.779448819230311 56.736003073092434 185.46923598127614 50.702013258996885 3.6807796831126316 4.0830330411408786 45.338190353781101 16.957965562440222 253.87580058771709 0.51907174615189333
leaf_count=56779 94760 15913 6883 95564 63956 8981 367 9937 516 16187 1371 29795 2287 381477 11555 22647 45224 166655 48243 27704 98811 276273 47127 154011 65213 39397 80962 75749 334247 29456 60617 169751 51084 3290 5057 40327 16940 208439 623
internal_value=0 0.00101842 -0.00316064 -0.00693839 0.00625835 0.0093184 0.010328 -9.17932e-05 -0.00366929 0.00274968 -0.0116927 -0.0165707 -0.00505381 0 0.000875511 0.00217467 -0.000278754 0.00284438 0.00811265 -0.000334623 -0.00200465 -0.00540831 -0.00732408 0.0012528 0.00628795 1.40645e-05 -0.00196521 0.00105378 0.000744642 0.00386458 -0.0076763 -0.000390103 -0.00537606 -0.00701599 -0.0022783 -0.00882154 0.00183677 0.000927107 0.00952703
internal_weight=0 231.16 105.578 98.9245 125.582 70.5906 61.4855 3787.64 62.2913 30.9802 31.3111 29.8997 16.8594 3725.35 1001.74 890.714 99.9497 790.765 134.756 2723.61 586.238 325.046 283.569 261.193 128.352 2137.37 447.305 279.596 1690.06 495.594 167.709 1194.47 111.03 99.721 132.841 96.0402 41.4763 656.008 22.0758
internal_count=2864175 248443 118360 111477 130083 73304 64323 2615732 60093 28411 31682 30311 18474 2555639 692847 586591 68494 518097 143003 1862792 691136 368044 323400 323092 164024 1171656 256725 115146 914931 410933 141579 503998 106256 94701 159068 91411 44644 375094 23270
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=8499716 653 12 3 53 2362561 8 274 2116074 3 18720 2113674 4982098 1 680 5 13 786450 224 4718656 4194640 4
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=40
num_cat=15
split_feature=2 1 3 3 1 2 9 3 3 0 9 3 3 0 0 1 0 0 3 1 2 2 0 0 2 1 3 0 3 0 0 3 1 3 2 2 0 0 0
split_gain=0.0380662 0.873302 0.63258 0.246547 0.51602 0.681957 0.229421 0.261662 0.222442 0.217198 0.506503 0.589291 0.37094 0.347114 0.310386 0.502439 0.19571 0.156447 0.147731 0.145073 0.606815 0.192183 0.605389 0.454308 0.183811 0.933054 0.508124 0.210719 0.160714 0.390884 0.335893 0.139238 0.10442 0.833625 1.68391 0.629627 0.442664 0.7078 0.516546
threshold=0 1 4.5000000000000009 7.5000000000000009 2 3 4 16.500000000000004 16.500000000000004 9.5000000000000018 5 4.5000000000000009 3.5000000000000004 24.500000000000004 1.5000000000000002 6 1.5000000000000002 92.500000000000014 14.500000000000002 7 8 9 1.0000000180025095e-35 10.500000000000002 10 11 1.0000000180025095e-35 25.500000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 12 3.5000000000000004 13 14 8.5000000000000018 1.0000000180025095e-35 26.500000000000004
decision_type=9 1 2 2 1 9 1 2 2 2 1 2 2 2 2 1 2 2 2 1 9 9 2 2 9 1 2 2 2 2 2 2 1 2 9 9 2 2 2
left_child=1 2 17 19 5 8 -6 -8 -5 10 11 16 -12 -11 -14 -16 -3 -1 -7 20 21 22 -2 -24 25 26 27 -21 29 -23 -30 -28 36 35 -35 -34 37 -26 -38
right_child=3 9 -4 4 6 18 7 -9 -10 13 12 -13 14 -15 15 -17 -18 -19 -20 24 -22 28 23 -25 32 -27 31 -29 30 -31 -32 -33 33 34 -36 -37 38 -39 -40
leaf_value=-0.0091130210747392953 0 0.01414203462164111 0.002756270802243067 0.014640980644044828 0 -0.008362085232559947 -0.01655925054993523 0 0 0.016736615334786629 -0.0041998236478702827 0 0 0 0 0.013961846844581806 0 0 0 0.015276392436455122 -0.004830589275050045 0 0.012063142897983076 0 0.0022854875970368511 -0.001964472319272752 -0.0026433902957889496 0 0.00069487766523281707 0.0050754665791352457 -0.0061160071423760178 0.0037941496719339808 -0.0046092506935324819 -0.016176165961103869 0.00030166866897578037 0.00053415529401266927 0.010935989056967039 -0.0037050310386671733 0
leaf_weight=96.491025905190327 68.389045556363271 40.948308459723194 13.782186509240999 11.828771265048998 0.48875319547369145 14.728019151749324 27.498095192975605 1.2686854937928718 0.76421400104300197 11.101515228125207 119.19367175808293 7.6416944142256389 19.517902529049028 1.990920260985148 2.514288231584942 7.3690015023312281 20.44042557485227 0.11169679759768669 2.0360508536105035 44.556174268043833 87.070627743880323 359.62860532118793 84.18494097936491 6.6903944737568954 321.41957461035781 150.55844652067753 24.422238615879905 0.66361181280808423 111.88823237662291 198.94860528847494 61.333999723399756 40.306465494679287 241.88831221500368 64.774769565117822 79.599269818965695 1254.9294847573346 48.68515467614634 365.12983938922844 2.7219884683727278
leaf_count=104040 68461 45183 13617 8433 510 16043 27964 1233 637 9405 129056 7567 20704 1948 2572 6503 19818 143 2297 39215 81325 196070 93262 8123 254039 124598 23995 678 111078 68956 41581 39417 276008 73891 81562 611702 19254 230192 3058
internal_value=0 0.000964262 -0.00427711 -8.41424e-05 -0.0053029 0 -0.0105114 -0.0127834 0.010189 0.00484156 0.00170424 0.00726712 -0.000372889 0.013661 0.00431409 0.0102734 0.0115693 -0.00840337 -0.00489396 0 0.00105632 0.00213659 0.0053564 0.00999401 -0.000342687 0.00173388 0.00797201 0.0142582 0.000805863 0.00183828 -0.000787337 0 -0.000718983 -0.00116963 -0.0077923 -0.000201465 0 -0.000503529 0.00722114
internal_weight=0 341.103 110.385 3676.4 58.6126 29.3571 29.2555 28.7668 12.593 230.718 217.625 69.0304 148.595 13.0924 29.4012 9.88329 61.3887 96.6027 16.7641 3617.79 978.134 891.064 159.264 90.8753 2639.66 260.507 109.948 45.2198 731.799 558.577 173.222 64.7287 2379.15 1641.19 144.374 1496.82 737.957 686.549 51.4071
internal_count=2864138 360556 117800 2503582 57117 27410 29707 29197 9070 242756 231403 72568 158835 11353 29779 9075 65001 104183 18340 2446465 668856 587531 169846 101385 1777609 227903 103305 39893 417685 265026 152659 63412 1549706 1043163 155453 887710 506543 484231 22312
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=8757764 306 53 2100417 8 6 128 274 2116074 16778 4719632 100 129 2113608 1050786
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=40
num_cat=24
split_feature=2 0 3 0 1 1 3 1 0 1 3 3 1 2 3 9 0 2 0 9 2 9 0 0 2 0 1 1 1 0 2 0 1 1 2 1 1 1 2
split_gain=0.0480773 0.354281 0.977368 0.810304 0.860702 0.714303 0.633773 0.438079 0.34402 0.083562 0.0541042 0.0464615 1.55365 1.70843 3.17021 1.27943 1.11308 0.798225 0.804806 0.714116 0.625976 0.609121 1.01562 0.553178 0.516644 0.431143 0.868334 0.488759 0.350519 0.3371 1.84106 2.38784 1.22811 1.16421 1.09381 0.794535 0.744711 0.690073 0.759583
threshold=0 9.5000000000000018 2.5000000000000004 3.5000000000000004 1 2 18.500000000000004 3 19.500000000000004 4 1.0000000180025095e-35 2.5000000000000004 5 6 3.5000000000000004 7 4.5000000000000009 8 4.5000000000000009 9 10 11 1.5000000000000002 1.0000000180025095e-35 12 1.0000000180025095e-35 13 14 15 2.5000000000000004 16 7.5000000000000009 17 18 19 20 21 22 23
decision_type=9 2 2 2 1 1 2 1 2 1 2 2 1 9 2 1 2 9 2 1 9 1 2 2 9 2 1 1 1 2 9 2 1 1 9 1 1 1 9
left_child=1 2 3 4 -1 -4 -7 -5 9 -3 -11 20 13 21 19 17 24 18 23 -15 25 28 -23 -14 -17 27 -27 -2 -13 34 31 32 -31 -32 37 -33 -36 38 -22
right_child=11 8 5 7 -6 6 -8 -9 -10 10 -12 12 15 14 -16 16 -18 -19 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 30 33 35 -34 -35 36 -37 -38 -39 -40
leaf_value=0 0.0062923846344256715 0 0 0 0.011513627423470351 -0.017885178790837643 0 -0.010224451116446263 0 0 0.017013786065865198 0.0095357458074998899 0 0.02094147888286714 0 0 0.0013521717949242229 -0.0016701355814040574 0 0 0.0092775795475606559 0 -0.014427315934402656 0.021601385730442926 -0.013871030853946135 0 -0.016371960995756409 -0.0063258196841882875 0 0 0.0018956886087039392 0.0041308715197487886 0.019369777196092189 -0.0056567565877063668 0 -0.0092663054076109665 -0.0081061335194388406 -0.0014424850761109553 0.00041645308812128566
leaf_weight=62.282402158474724 23.029988849812071 3.7164071896695541 28.645232811999449 19.259218959341524 97.178169119364611 40.607582310869475 0.08933043500292015 13.45366054549231 4.3120000301132668 1.9954986144730353 7.5968038440914825 11.120639056265643 15.953750714339547 107.80488154615159 182.55248354777723 51.56704042905767 32.967225900385529 54.466254379251041 3.5676859591912935 12.494334986084139 106.35983148832747 70.454410635131353 52.925914390383696 20.977062055666465 142.02945791295497 14.22936752589885 35.321047857469239 19.775522897165501 6.5379254259314648 38.03162126629104 466.41987155967217 24.308954248976079 110.7319148878596 278.87313211221044 85.119171114583878 45.933137710766459 263.50576451912275 879.70319775357348 583.06151908401807
leaf_count=73432 26107 2184 40832 17573 119704 67223 91 13737 4283 1907 7174 10857 16163 96463 155307 52424 22345 50266 3737 12049 97266 73153 51506 20331 135912 15765 37559 25373 7055 41322 91537 23624 135382 110701 92826 54889 288891 477008 290181
internal_value=0 0.00115303 0 0.00347443 0.00711007 -0.00844905 -0.0132815 -0.00438749 0.009143 0.0130901 0.0129031 -0.000122246 0.000404604 0.00440173 0.00857639 -0.00417153 -0.00824808 0.00289343 0.0105379 0.0195897 -0.000360769 -0.00281968 -0.00638933 0.016515 -0.0115556 -0.00708868 -0.0120264 0 0.00404832 0 0.00144706 0.00881287 0.0157371 -0.000692446 -0.000813492 -0.00230074 -0.00559707 0.000180647 0.00262858
internal_weight=0 279.136 261.516 192.173 159.461 69.3421 40.6969 32.7129 17.6207 13.3087 9.5923 3739.82 765.419 443.891 302.852 321.528 226.564 94.9648 40.4985 120.299 2974.4 141.039 123.38 36.9308 193.596 92.3559 49.5504 42.8055 17.6586 2882.05 964.299 219.006 148.764 745.293 1917.75 70.2421 348.625 1569.12 689.421
internal_count=2864139 348140 332592 224446 193136 108146 67314 31310 15548 11265 9081 2515999 707568 406390 263819 301178 210681 90497 40231 108512 1808431 142571 124659 36494 188336 104804 53324 51480 17912 1703627 457455 255217 176704 202238 1246172 78513 381717 864455 387447
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=8732676 259 773 465 515 233 5249328 6 2108178 3 1090176 12 1052969 531 412 168 4720698 35 46 6296912 67 642 916 2102288
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=40
num_cat=16
split_feature=2 1 2 0 3 0 1 2 1 9 2 3 3 0 2 0 2 3 0 3 0 0 3 3 3 1 3 2 9 2 9 3 3 3 2 0 0 0 0
split_gain=0.0369157 0.931424 0.788937 0.963051 0.832708 0.402853 1.5316 0.864142 0.401557 0.535732 1.15532 0.646476 0.649274 0.341063 0.865563 0.838664 0.486113 0.313117 0.284818 0.246625 0.221181 0.203143 0.200382 0.197547 0.175856 0.167956 0.51314 1.12809 0.65154 0.400992 0.58675 0.674245 0.390291 0.77529 0.750447 0.689823 0.986317 0.696088 0.508689
threshold=0 1 2 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 3 4 5 6 7 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 8 3.5000000000000004 9 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 55.500000000000007 24.500000000000004 6.5000000000000009 7.5000000000000009 9.5000000000000018 10 3.5000000000000004 11 12 13 14 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 15 5.5000000000000009 17.500000000000004 1.5000000000000002 8.5000000000000018
decision_type=9 1 9 2 2 2 1 9 1 1 9 2 2 2 9 2 9 2 2 2 2 2 2 2 2 1 2 9 1 9 1 2 2 2 9 2 2 2 2
left_child=1 2 3 22 -4 8 21 20 13 10 -10 -11 -13 16 15 -15 -3 -18 -6 -12 24 -7 -1 -16 -8 32 29 -28 -29 -27 -31 -32 33 -2 -35 37 -37 -36 -34
right_child=25 5 4 -5 18 6 7 -9 9 11 19 12 -14 14 23 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 30 31 -33 38 34 35 36 -38 -39 -40
leaf_value=0.0088076601967948497 0.00066242611512638231 0.0027413370785434846 0 -0.010988117400345658 0.020033488461425393 -0.012606475570887211 0.020294220250860379 0 0.011294194996481696 0 -0.0099444263980951048 -0.018796004665065556 0 0.013397058083316924 -0.0083222700401767626 -0.00059457024037401539 0 -0.0097502317680823354 0 0 0 0 0 0 0 0.00065733536891072336 0.0022185425396794157 0 -0.013755147804349173 0 0 -0.015767510185023478 0.00073174677125835603 0.0028846870248709928 -0.0073265722607629667 -0.024565109200947344 0 0.0035340617411912367 0.012962042685885192
leaf_weight=34.319103482019273 1191.8996922873412 27.14291863489052 32.049228983341891 25.034406742270221 45.790253016930365 12.326251895356107 43.10084835687303 16.489499129718752 22.892763906056643 75.99412236866192 35.504158725903835 45.103903219060157 1.2527610995166458 75.770874634894426 17.982707413044412 7.2118727542401748 56.164031226013321 65.2566208033968 0.66457566322060202 7.9094541728700269 0.52492639268166286 1.183398426393979 1.2399934531713359 0.56288087507709761 0.39843564515467633 1146.2723427245492 53.888130688326783 25.293815361292218 91.996885111391748 254.80463021180549 35.52612840988877 38.836533157955273 317.81817611828592 18.311643187436857 94.013544035173254 21.502066183718856 3.0989105923945308 47.142662072903477 24.656653709724196
leaf_count=31306 655535 27980 30222 26739 41700 11825 41917 17210 24480 76640 35880 50130 1556 70739 18450 6952 64173 73036 644 7395 585 1268 1389 340 230 546282 54998 27141 105980 274949 36762 44019 276125 21358 100037 10836 2297 33572 11756
internal_value=0 0.000689742 0.00716176 0 0.0121933 -0.000914376 0.00374024 0.0113522 -0.0025483 -0.00555643 0 -0.00885835 -0.0162007 0 0.00409873 0.00890282 -0.00259345 -0.00586763 0.0189894 -0.00650591 0.0165542 -0.00844671 0.00674852 -0.00436915 0.0196392 -0.00010839 -0.000887831 -0.00566955 -0.0104831 -3.77552e-05 -0.00307887 -0.00909714 0.000471073 -9.575e-05 -0.0058114 -0.0083217 -0.0197118 -0.00196293 0.00339077
internal_weight=0 651.87 139.098 60.5935 78.5041 512.772 74.0234 60.5137 438.749 188.657 66.3064 122.351 46.3567 250.092 101.528 82.9827 148.564 121.421 46.4548 43.4136 44.0242 13.5097 35.5591 18.5456 43.4993 3365.06 1646.62 171.179 117.291 1475.44 329.167 74.3627 1718.44 1375.97 184.069 165.757 24.601 141.156 342.475
internal_count=2864433 662786 132000 59434 72566 530786 73035 59942 457751 196081 67755 128326 51686 261670 96481 77691 165189 137209 42344 43275 42732 13093 32695 18790 42147 2201647 1090131 188119 133121 902012 355730 80781 1111516 823635 168100 146742 13133 133609 287881
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=8757788 524 73736 34 327708 35 6 8396804 328216 8429572 179 525696 2 6836416 5 4214816
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=40
num_cat=17
split_feature=3 2 1 0 3 3 2 0 0 1 3 3 0 0 9 0 1 0 0 2 3 2 2 1 2 0 2 3 3 0 0 3 9 0 0 2 9 9 9
split_gain=0.0474431 1.20511 0.396159 0.582034 0.5033 0.359974 0.238275 0.426794 0.991002 0.51495 1.1541 0.382578 0.46378 0.378891 0.252739 0.187915 1.18887 1.67544 1.01139 0.749183 0.427029 0.403781 0.387505 0.350558 1.52417 1.79977 0.899328 0.878489 1.50296 1.02859 0.81811 0.759945 0.672717 0.444973 0.498222 0.440069 0.372802 0.342998 0.223862
threshold=5.5000000000000009 0 1 12.500000000000002 12.500000000000002 8.5000000000000018 2 8.5000000000000018 3.5000000000000004 3 3.5000000000000004 3.5000000000000004 1.5000000000000002 19.500000000000004 4 7.5000000000000009 5 23.500000000000004 18.500000000000004 6 1.0000000180025095e-35 7 8 9 10 1.0000000180025095e-35 11 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 12 1.5000000000000002 6.5000000000000009 13 14 15 16
decision_type=2 9 1 2 2 2 9 2 2 1 2 2 2 2 1 2 1 2 2 9 2 9 9 1 9 2 9 2 2 2 2 2 1 2 2 9 1 1 1
left_child=6 5 -3 4 -4 -2 7 8 9 10 -1 14 -13 -9 -11 23 18 21 19 -17 -19 -18 -20 26 25 38 27 29 -29 -8 35 -27 -32 36 -35 -26 -28 -22 -25
right_child=1 2 3 -5 -6 -7 15 13 -10 11 -12 12 -14 -15 -16 16 17 20 22 -21 37 -23 -24 24 30 31 33 28 -30 -31 32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.0014582698355322368 0.012208388815888977 0 -0.01579428109158669 0 0 0 0.0012177439011838162 0.010529347694038746 -0.017003529096417985 -0.0058996132820414993 0.014127567732877766 -0.01554858072046114 0 0 0.0022302302902124133 0.011900512767554262 0 0.01066112761146353 0 -0.00079266754779090318 0.0038764316068500651 -0.011238648414169392 -0.010331136795480684 0.0039149678809979544 -0.00028154043070106243 0.016339130443699671 0.00031580374541208251 0.0087447843856389065 -0.0018246647023158473 -0.0056189350792987293 0.0086630749383327828 0 0 -0.010976913534548067 0 -0.0066354296869339498 -0.0065091838376322726 -0.0073078215297354135 -0.0030633162487642505
leaf_weight=86.676098809628456 68.871442920579284 47.931741360909655 42.258565274358261 1.5084317113069108 3.5032738440786479 20.518568630635855 532.28728214131843 9.803178956746704 25.407832788812811 17.380409790886915 32.199025247515237 23.27427531499416 4.6216277516941764 2.5640858674159963 66.604237151543202 93.470124442625092 6.9749740006664069 26.74816794032813 1.3244839289400259 12.382073146800392 4.2786215668311343 193.23188492134068 12.308910707477478 11.963116565231758 579.42355905198929 138.41804137485633 217.05401084569894 269.21208695330643 159.09044353615718 295.78647525427368 106.69293938415649 47.115575298392287 404.68427395446633 122.57697056488541 6.8544858717359594 147.39323617890477 50.891746792964113 11.767697929331918 113.68650675815479
leaf_count=86515 68335 44793 36224 782 3105 21800 246079 11021 29038 19699 31934 24728 5072 3079 71746 26142 7454 7193 1328 8472 4356 99123 6781 15093 386914 153566 230015 221744 148527 87505 48496 57488 177373 116351 5460 142105 54957 11969 141867
internal_value=0 0.00142686 -0.00404495 -0.00853036 -0.0130955 0.00891165 -9.85582e-05 -0.00279551 -0.00463054 -0.000318162 0.00257168 -0.00521158 -0.0119312 0.00383762 0 5.0382e-05 -0.00190307 -0.00608046 0.00422513 0.00917793 0.00547203 -0.0105084 -0.00625655 0.00038 0.00149438 0.00731928 -0.000499802 0.000636904 0.00430178 -0.000985756 0 0.0131662 0.00281237 -0.00450917 -0.00916855 -0.00226981 -0.000706345 0 0
internal_weight=0 184.592 95.202 47.2703 45.7618 89.39 3834.15 268.531 256.164 230.756 118.875 111.881 27.8959 12.3673 83.9846 3565.62 362.487 243.001 119.486 105.852 42.7945 200.207 13.6334 3203.13 1549.38 311.183 1653.75 1256.38 428.303 828.074 1238.19 185.534 511.377 397.377 129.431 726.817 267.946 16.0463 125.65
internal_count=2864229 175039 84904 40111 39329 90135 2689190 282832 268732 239694 118449 121245 29800 14100 91445 2406358 172818 130095 42723 34614 23518 106577 8109 2233540 1122902 368014 1110638 703855 370271 333584 754888 211054 225869 406783 121811 529019 284972 16325 156960
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=8759196 420 17932672 908 2 261 8914038 524808 10485764 389 12861486 4741744 2 5185 5 12 4
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=40
num_cat=21
split_feature=2 1 9 3 0 0 0 3 0 0 2 1 1 3 2 2 0 3 9 3 0 2 1 2 1 0 9 0 0 0 3 9 0 1 1 2 9 1 2
split_gain=0.0467364 0.583268 0.52623 0.708153 0.450749 0.219526 0.185003 0.107544 1.34149 0.972304 0.91206 1.59522 1.58566 1.18945 1.06564 0.779175 0.843547 0.689104 0.602578 0.533678 0.431532 1.03828 0.99237 0.630021 0.520927 1.10856 1.05501 0.507967 0.490012 0.626341 0.460311 0.447231 0.497063 0.687362 0.42054 0.402125 0.381665 0.378963 0.371462
threshold=0 1 2 5.5000000000000009 18.500000000000004 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 9.5000000000000018 15.500000000000002 3 4 5 9.5000000000000018 6 7 2.5000000000000004 4.5000000000000009 8 6.5000000000000009 9.5000000000000018 9 10 11 12 2.5000000000000004 13 107.50000000000001 15.500000000000002 38.500000000000007 1.5000000000000002 14 4.5000000000000009 15 16 17 18 19 20
decision_type=9 1 1 2 2 2 2 2 2 2 9 1 1 2 9 9 2 2 1 2 2 9 1 9 1 2 1 2 2 2 2 1 2 1 1 9 1 1 9
left_child=1 5 -3 4 -4 -1 -7 20 10 38 11 -9 15 18 17 -12 -17 -14 -13 -16 23 22 28 31 35 -26 -27 36 37 -30 -24 -2 34 -34 -33 -25 -23 -22 -10
right_child=7 2 3 -5 -6 6 -8 8 9 -11 12 13 14 -15 19 16 -18 -19 -20 -21 21 27 30 24 25 26 -28 -29 29 -31 -32 32 33 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.0032319981691364841 0 -0.014342695170461342 0 0 0.0073506600407228246 0 0.0019581991274249377 0.021602898693362401 0 -0.00039310991930004103 0 0.012277065437574468 0 -0.0089212428307487192 0.013648606941819068 0 -0.00053321538601185407 -0.02125205606734917 0 0.0049733860730957037 0 -0.0088800375697542996 -0.0007160408721615623 -0.00088703366785097533 0.0080270451810943982 -0.0010090283665186151 0 0.016157644258198316 0 0 0.0059591680387103656 0 0.016772371236394662 0 -0.0065950343617800153 -0.018995552947859328 -0.0062309466992507834 0
leaf_weight=52.276406854667584 8.5650059448526008 205.00880653591594 79.716284828144126 10.379127705251447 1.4321844896621758 75.229065898114641 1.3407324805448286 58.039031658372551 19.858757512585726 8.8845321194239641 39.28316028471454 8.3645088785124244 34.11159399063763 4.053754829481476 177.10587142096483 147.56751581007848 67.316966516475077 13.224385599503874 56.47867743050665 19.369668914485374 21.609575735259568 2.2538361919723684 88.569222283353156 796.54232414453145 969.48780250652635 292.5454676080335 119.32425051504106 0.59024983530980435 35.855618425761349 2.8996521767112418 9.2226266940415353 115.6630339840649 19.56259615723684 34.464118292140483 214.2205751835063 153.69488449913479 31.529993256481248 18.358245275565423 5.3507148916978649
leaf_count=49426 10420 193645 78767 10968 1763 81057 1673 62335 8349 6285 44647 11652 34817 3692 164314 128753 41833 14134 95143 18015 8180 2045 40555 414526 546243 102237 42309 690 8718 1800 5805 137062 14297 33191 236453 172723 26801 4818 4153
internal_value=0 -0.000972025 -0.00375245 -0.00878298 -0.0127479 0.0030233 0.00599939 8.72364e-05 0.00125352 0.0150397 0 -0.00659449 0.0018599 -0.014627 -0.0029061 0.00722504 0.00963786 0.00531344 -0.0198973 -0.00671883 -8.31954e-05 -0.00420381 0 0.000169197 -0.000360267 0.000719042 0.00499829 -0.0140299 0.00681964 0.012608 -0.00565227 0.00374678 0.00490045 0.012942 0.00191695 -0.00219788 -0.0185692 0 0.0209452
internal_weight=0 425.383 296.536 91.5276 81.1485 128.846 76.5698 3593.97 659.009 34.094 624.915 126.936 497.979 68.8969 243.812 254.168 214.884 47.336 64.8432 196.476 2934.96 210.889 176.515 2724.07 2331.59 1381.36 411.87 34.3741 78.7231 38.7553 97.7918 392.475 383.91 54.0267 329.884 950.237 33.7838 39.9678 25.2095
internal_count=2864294 417299 285143 91498 80530 132156 82730 2446995 638122 18787 619335 172822 446513 110487 231280 215233 170586 48951 106795 182329 1808873 99412 69876 1709461 1278038 690789 144546 29536 23516 10518 46360 431423 421003 47488 373515 587249 28846 12998 12502
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=22024593 268 1 9191460 803 209 2163208 520 4 10553422 137 803876 201 9 8 785 664 8391232 8 129 8726628
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=40
num_cat=18
split_feature=2 1 0 0 9 2 0 0 0 2 9 3 2 3 2 0 1 0 1 1 3 3 3 0 0 0 0 3 9 2 1 1 2 3 0 1 0 1 3
split_gain=0.0412873 0.535766 1.2523 1.04639 0.607024 0.751239 1.30003 0.705125 0.691666 0.642803 0.551762 1.81638 1.69395 1.10657 0.812166 0.781366 0.600104 0.567455 0.520122 0.402908 0.400269 0.36125 0.358667 0.350446 0.316001 0.251638 0.227856 0.218425 0.138055 1.44661 1.43986 0.545738 0.545513 0.459796 0.366182 1.43623 0.822276 0.704646 0.709655
threshold=0 1 9.5000000000000018 19.500000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 4 5 2.5000000000000004 6 1.5000000000000002 7 1.0000000180025095e-35 8 3.5000000000000004 9 10 4.5000000000000009 2.5000000000000004 9.5000000000000018 24.500000000000004 7.5000000000000009 7.5000000000000009 1.5000000000000002 7.5000000000000009 11 12 13 14 15 2.5000000000000004 1.5000000000000002 16 3.5000000000000004 17 1.0000000180025095e-35
decision_type=9 1 2 2 1 9 2 2 2 9 1 2 9 2 9 2 1 2 1 1 2 2 2 2 2 2 2 2 1 9 1 1 9 2 2 1 2 1 2
left_child=1 2 4 -4 5 7 21 -1 -9 -6 11 14 15 23 16 -12 -3 -17 26 -15 -8 -7 25 -14 -18 -13 -16 -21 32 30 -30 33 -2 -31 37 36 -36 -34 -39
right_child=28 10 3 -5 9 6 20 8 -10 -11 12 22 13 19 18 17 24 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 31 -32 -33 34 -35 35 -37 -38 38 -40
leaf_value=0 0.0044072244318262505 -0.00010451016138178493 0.023212892329459153 0 0.00073319732206697692 0 -0.01399976467683174 0.013211809915162487 0 -0.01209492606632516 0 -0.015994912637497288 -0.016219144924717908 -0.0014403207209872212 0.0076441624093354478 0.022429091879615552 0.013844114147205357 0 -0.0078612183781667597 0.012252114033798021 0 0.01159146380926636 0 0 0 0 0 0 0.0025546712311826005 0.010694751727313774 -0.0169057017397874 -0.00066923147610212827 -0.0021846478198197664 0 -0.0017626721812969909 -0.005394379160044138 0.0062331675237679018 0 0.0066153389821401566
leaf_weight=92.33899384696997 237.45415033488098 13.051580340426881 21.917144088074568 7.8181795543641774 7.6470644263827126 32.91378604235797 49.01928715230315 106.85630970051716 9.3210512325458676 31.651510516181588 20.989108890324133 86.620925212235306 36.830312606740335 18.843298686602793 11.801160331589928 29.612733565023518 61.337955923554546 18.565377425431507 71.753399451394216 17.21080537165108 7.9167801166768177 13.001871539425336 1.8882871330424666 0.92634132859529827 8.6633046667120635 5.6154127075569695 13.237650893395765 0.92588097049156104 15.567779711120238 58.467746245070884 69.453772832581308 820.51021145220875 385.26035230402522 24.544785971738747 162.89365421405455 495.49681306622006 217.07318562019645 469.24670025709202 263.32676239342072
leaf_count=83494 226141 14266 21143 9055 7936 38915 52337 108846 9587 32774 24305 91158 36852 18424 14506 33500 56237 19036 78320 15464 6021 11611 2432 1299 10244 5629 16056 1004 16967 49359 75051 488798 251891 25887 52326 265185 52415 271166 268815
internal_value=0 0.000634101 0.00341472 0.0171214 0.000296321 0.00268802 -0.00205647 0.00618976 0.0107752 -0.00670485 -0.00131915 -0.00416489 0.00219488 -0.00501625 0.000517978 0.0117178 0.00725056 0.0176356 -0.00353461 0.00150863 -0.0114936 0.00534067 -0.0138276 -0.0144133 0.0108885 -0.0149499 0.00146084 0.00835619 -0.000152516 -0.00116128 -0.0112655 0 0.00017498 0.00642117 -0.000258431 -0.00186494 0.00214312 0.000751996 0.00270811
internal_weight=0 798.276 380.402 29.7353 350.667 311.368 102.852 208.516 116.177 39.2986 417.874 273.97 143.904 74.7366 179.845 69.1672 83.0528 48.1781 96.7922 36.98 56.9361 45.9157 94.1246 37.7567 70.0013 92.2363 25.0388 18.1367 3219.3 988.544 85.0216 903.523 2230.75 83.0125 1993.3 875.464 379.967 1117.83 732.573
internal_count=2864452 820451 381719 30198 351521 310811 108884 201927 118433 40710 438732 288848 149884 73043 189629 76841 80747 52536 108882 34892 58358 50526 99219 38151 66481 96787 30562 16468 2044001 656062 92018 564044 1387939 75246 1161798 369926 104741 791872 539981
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8989206 77 3 8399376 532484 1 600068 65558 16 768 384 1 5248009 40 768 4199433 22 276
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=40
num_cat=23
split_feature=3 0 0 2 2 2 1 1 3 3 1 1 3 5 3 5 2 2 1 2 2 3 0 1 2 2 0 0 1 3 1 1 0 0 3 1 1 0 1
split_gain=0.0373742 1.08832 1.15414 1.03838 0.897867 0.681017 0.614034 0.595278 0.57183 0.45987 0.378915 0.36373 0.593648 0.45562 0.321984 0.28384 2.6719 1.43263 1.3957 1.81979 1.29334 1.16477 1.39129 1.00709 1.28344 0.945145 0.873296 2.34981 1.097 0.828695 0.643088 0.639573 0.640419 0.628363 0.590427 2.05887 1.07492 0.515881 0.503388
threshold=5.5000000000000009 7.5000000000000009 1.5000000000000002 0 1 2 3 4 9.5000000000000018 11.500000000000002 5 6 12.500000000000002 7 6.5000000000000009 8 9 10 11 12 13 1.5000000000000002 2.5000000000000004 14 15 16 2.5000000000000004 5.5000000000000009 17 1.5000000000000002 18 19 13.500000000000002 2.5000000000000004 2.5000000000000004 20 21 2.5000000000000004 22
decision_type=2 2 2 9 9 9 1 1 2 2 1 1 2 1 2 1 9 9 1 9 9 2 2 1 9 9 2 2 1 2 1 1 2 2 2 1 1 2 1
left_child=15 2 3 7 6 8 -4 -2 -3 -9 -6 13 -13 -5 -8 17 26 18 20 37 -1 -18 34 25 33 -19 -17 28 -28 -26 -29 -24 -33 -25 35 -23 -36 38 -20
right_child=1 5 4 11 10 -7 14 9 -10 -11 -12 12 -14 -15 -16 16 21 23 19 -21 -22 22 31 24 29 -27 27 30 -30 -31 -32 32 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.00060068144320685234 0 0.027095419236611448 -0.0044295122013444767 -0.00085625044788688136 0 0 0 0.019875120701611314 0 0 -0.01818571671583016 -0.011981256587697154 0 0.011257662611988921 0.016231150585442906 0 -0.021685410587915281 0.0071644369938099767 0 0.005095972092873686 0.010593195370387207 0.012763213068999628 -0.00012250611816196102 0.00028994479369052177 -0.0014273994645893967 0 0 0.0035745068780610109 0.027315362344218521 -0.01769591190265421 -0.0097798710873587304 0.01861421905060056 0 -0.0044564752851433288 0 -0.012156315949221777 -0.016982274745193343 0 -0.013973518696795126
leaf_weight=80.682718346412003 8.2042970707552723 8.4862245533731731 6.0345974801166449 9.3331670284242136 7.6995372507808497 3.4972195040900251 3.8362253110972251 37.528845198568888 0.99186407946399491 2.9441927206353276 35.647540917925653 42.68499502963823 4.1678188958030651 6.8480668777483524 6.9853705696732504 195.21212735317386 45.327029383654008 166.17242823423294 30.272355790191796 212.06332419280443 317.86563264707002 26.500992465073068 13.052385019327629 717.54362831891922 124.16261414783366 1129.1404081939254 13.697672364942262 16.959317569060659 23.607618468318833 70.810436923107773 20.941948530438822 23.106119545613186 1.7711361350084178 344.39860934208264 44.613417925051181 26.016644384428218 61.152900861699891 52.790764663004666 75.047968700142519
leaf_count=78268 8558 3925 6797 10533 5996 3444 3475 37055 560 2806 29125 43698 4253 8363 6679 202492 61459 161929 28511 264543 334786 30856 13118 419496 116964 424187 13577 17171 22666 71702 20242 23617 1664 79810 55157 32444 72569 62237 79402
internal_value=0 0.00128658 -0.000576605 0.0036642 -0.0103731 0.0161232 0.000213692 0.0115704 0.0190639 0.0154998 -0.0149715 -0.00200683 -0.0067691 0.00144433 0.0101544 -6.83288e-05 -0.00224417 0.000194661 0.00393659 0 0.00779492 -0.00946186 -0.00322881 -0.000860771 -0.0028959 0.000916955 0.00369711 0.011166 0.0232841 -0.00980531 -0.00136084 0.00743239 0.0125064 -0.0010452 -0.00815407 0 -0.0116489 -0.00766915 -0.0113493
internal_weight=0 184.89 171.915 111.711 60.2033 12.9753 16.8562 48.6773 9.47809 40.473 43.3471 63.034 46.8528 16.1812 10.8216 3832.91 511.959 3320.95 768.723 370.174 398.548 241.541 196.214 2552.23 1256.92 1295.31 270.419 75.2066 37.3053 194.973 37.9013 37.9296 24.8773 1061.94 158.284 52.5176 105.766 158.111 105.32
internal_count=2864134 175267 167338 115266 52072 7929 16951 48419 4485 39861 35121 66847 47951 18896 10154 2688867 567032 2121835 847747 434693 413054 290884 229425 1274088 687972 586116 276148 73656 36243 188666 37413 38399 25281 499306 191026 63300 127726 170150 107913
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=43733 8664104 8724950 394 524 34 262 2 2 29726544 2652206 211 2058 2633728 812 17040449 8455056 960 376 21 286 193 520
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=40
num_cat=14
split_feature=2 3 1 1 9 0 0 3 0 0 3 2 1 1 3 3 0 0 3 1 2 0 0 2 1 3 3 0 3 1 0 0 0 1 0 0 0 3 2
split_gain=0.0571986 0.61916 1.40915 0.754559 0.509847 0.976523 0.356594 0.354818 0.316932 0.225218 0.175988 0.345127 1.28498 0.691669 0.287892 0.171219 0.160016 0.145088 0.134953 0.131197 0.463548 0.459594 0.62458 0.283141 0.568598 0.409426 0.313701 0.261411 0.203422 0.696614 0.550419 0.337918 0.810739 0.518787 0.25317 0.16518 0.15604 0.136369 0.12764
threshold=0 4.5000000000000009 1 2 3 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 32.500000000000007 4.5000000000000009 4 5 6 9.5000000000000018 11.500000000000002 7.5000000000000009 92.500000000000014 8.5000000000000018 7 8 2.5000000000000004 5.5000000000000009 9 10 1.5000000000000002 2.5000000000000004 6.5000000000000009 2.5000000000000004 11 6.5000000000000009 34.500000000000007 9.5000000000000018 12 9.5000000000000018 7.5000000000000009 2.5000000000000004 1.5000000000000002 13
decision_type=9 2 1 1 1 2 2 2 2 2 2 9 1 1 2 2 2 2 2 1 9 2 2 9 1 2 2 2 2 1 2 2 2 1 2 2 2 2 9
left_child=1 3 7 6 5 -5 -1 -3 -6 -10 19 13 -13 18 16 -16 -15 -8 -12 20 21 -2 -23 24 26 -26 36 -28 31 30 -30 32 -25 -33 -31 -27 -21 -24 -22
right_child=10 2 -4 4 8 -7 17 -9 9 -11 11 12 -14 14 15 -17 -18 -19 -20 23 38 22 37 28 25 35 27 -29 29 34 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0074422237918622073 0.025630196528988097 0 0.019624446055728162 -0.0010445200030720771 0 -0.0090719820839312848 0 0.0099425663861622687 0 0.01205984403340862 0.0010142048236259382 -0.013096426748514215 -0.008578368339701584 0.0071386497486089261 0 0 0 0 -0.0037514333748534232 0.00048401031606425896 -0.0087470709242913336 0.0083434569247680286 0 0 -0.012174928333812635 0.0092062288785066514 0 0.0094490888173569976 -0.0058526391281455703 0 0.012898377088808814 -0.0081719541276250359 0 0 0 0.00010303278318903385 0 -0.0021549708199325684
leaf_weight=59.43043066815153 157.95266314387845 13.770528353721604 47.869195181832765 16.807758911818386 244.70741461234138 12.193778362474402 103.02288914839301 3.3189163494971572 21.811256949906241 1.2486859849013843 25.31876168426243 75.570962148820399 66.829232410202167 48.723085187237302 3.598454274411778 3.964900024671806 3.0968568453972685 0.17946305355871928 4.3488733908161512 92.570762586619821 792.50090279513097 29.156899207300739 14.292234152671883 1420.1454004419011 91.632282312020834 72.452376729401294 35.907851428019057 1.5867180422355875 128.76241622869566 64.405176529937307 18.420051832319587 7.5028356146649458 103.6823921930627 3.7744701659248658 3.0761286598572033 4.5593275419232659 21.930718912888551 4.7878450874704859 192.85899723204056
leaf_count=61962 161963 13739 43888 18359 263997 12022 111136 3336 19932 1386 25367 62959 74233 46264 3470 3744 2887 215 4114 86926 267619 34926 14812 835093 89939 73820 38296 1252 129786 61662 9448 2912 34078 3797 2000 5220 24480 5941 207423
internal_value=0 0.000939276 0.00839887 0 0.00237977 0.0101181 -0.00527499 0.0190831 0 0.00735407 -0.0001448 -0.00264865 -0.00538305 0 -0.00344839 0 -0.00715863 -0.00844379 0.00907291 0 0.00087125 0.00475996 0 -0.000422729 -0.00298359 -0.00656335 0 0.00663563 0 0.00277073 0.00662184 -0.000315653 -0.000726464 0.00811028 -0.00243386 -0.0112462 -0.00106895 0.00591923 0
internal_weight=0 524.36 64.9586 459.402 296.769 29.0015 162.633 17.0894 267.767 23.0599 3493.41 231.451 142.4 89.0509 59.3833 7.56335 51.8199 103.202 29.6676 3261.96 1191.55 206.19 48.237 2070.41 320.64 168.644 151.996 37.4946 1749.77 214.664 147.182 1535.11 1523.83 11.2773 67.4813 77.0117 114.501 19.0801 985.36
internal_count=2864403 549972 60963 489009 315696 30381 173313 17075 285315 21318 2314431 223038 137192 85846 56365 7214 49151 111351 29481 2091393 692684 217642 55679 1398709 319933 168979 150954 39548 1078776 202896 139234 875880 869171 6709 63662 79040 111406 20753 475042
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=8729094 28 308 4 34096 177 590 276 2638104 18383128 33 201 40 64
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=40
num_cat=24
split_feature=3 0 0 2 2 2 1 1 3 3 1 1 3 3 3 2 0 0 1 1 0 0 2 1 1 1 9 0 1 9 1 3 9 2 2 9 2 3 2
split_gain=0.0401153 1.04451 0.95027 0.931052 0.760642 0.630715 0.579748 0.541321 0.486372 0.416706 0.376179 0.331662 0.580339 0.305727 0.235004 0.202719 0.367587 1.13519 0.587572 0.40445 0.558434 0.268243 0.183782 0.152746 0.149442 0.13033 0.281786 0.108584 0.105341 0.21289 0.0784722 0.701645 1.61109 0.905123 0.481048 0.415206 1.57395 0.806885 1.7046
threshold=5.5000000000000009 7.5000000000000009 1.5000000000000002 0 1 2 3 4 9.5000000000000018 11.500000000000002 5 6 12.500000000000002 6.5000000000000009 7.5000000000000009 7 3.5000000000000004 8.5000000000000018 8 9 1.0000000180025095e-35 19.500000000000004 10 11 12 13 14 1.0000000180025095e-35 15 16 17 3.5000000000000004 18 19 20 21 22 1.0000000180025095e-35 23
decision_type=2 2 2 9 9 9 1 1 2 2 1 1 2 2 2 9 2 2 1 1 2 2 9 1 1 1 1 2 1 1 1 2 1 9 9 1 9 2 9
left_child=15 2 3 7 6 8 -4 -2 24 -9 -6 14 -13 -8 22 16 19 23 21 27 25 -19 -5 -18 -3 -21 -27 -1 -22 -30 31 35 34 -34 -33 36 -17 -37 -39
right_child=1 5 4 11 10 -7 13 9 -10 -11 -12 12 -14 -15 -16 30 17 18 -20 20 28 -23 -24 -25 -26 26 -28 -29 29 -31 -32 32 33 -35 -36 37 -38 38 -40
leaf_value=0 0 0 -0.0045759990244151599 0.0092904951855956076 0 0 0 0.018596103026729243 0 0 -0.017038166887024916 -0.011749430955515301 0 0.015616241622248379 0 0.0073030677023760079 0 0.016274547134745791 -0.0029523513884313589 0 0 0 0 -0.017065220167330294 0.024454983487059032 0 -0.0067402875176721319 -0.0083885407103022544 0 0.0097065240204699445 0.00049643153221578184 0.010477649084540854 0 -0.018368665213625606 0 -0.00051266947118890299 -0.0076781262529351212 0.0090047788346475921 -0.0042240814152547041
leaf_weight=47.800642091227928 8.14894418978656 1.3766020031762307 6.1052533825859427 9.4054257296957058 7.6376353487139568 4.3067043642513445 3.8349561346403807 38.255706879062927 0.86407381694880303 2.9264077580883159 34.606857789040077 42.494598396857327 4.1564641726436085 7.181684401104576 5.5499366508738595 47.579928297091101 12.759058735347933 6.1184812545689056 14.603438445199574 27.573924138392613 33.799456887485576 1.7701986162428509 1.4415093660354639 23.891663192684064 6.5417156432231405 8.3669038122461625 58.636815677957202 34.386379024021153 1.5331536940502701 68.448788089270238 2197.3939415966888 16.112707004642289 12.526834004347618 59.114904625741474 15.955827874393433 608.91857903038544 192.93604190546466 260.40004312842211 83.159689020627411
leaf_count=50007 8534 653 6845 9835 5979 4077 3485 37406 481 2813 28612 43121 4274 6828 6138 53739 14140 6744 15719 27869 35631 1993 3085 27440 2735 8205 59390 34832 1680 68809 1423386 17445 13295 60667 16595 305637 117700 225016 103281
internal_value=0 0.00131241 -0.00049152 0.00317731 -0.00952868 0.0158071 0 0.0107522 0.0187081 0.014489 -0.0138255 -0.00201967 -0.00655147 0.00973217 0.00105624 -8.97435e-05 -0.00231954 -0.00804809 0.000943002 0 0.00192313 0.0106645 0.00770748 -0.0160078 0.0263561 -0.00128154 -0.00375394 -0.00508784 0.00686229 0.00817675 6.61985e-05 -0.00043148 -0.00736739 -0.0141034 0.00401605 8.85819e-05 -0.00302625 0.00126677 0.00504551
internal_weight=0 184.834 171.745 112.379 59.3664 13.0891 17.1219 49.3311 8.78239 41.1821 42.2445 63.0479 46.6511 11.0166 16.3969 3833.79 339.689 59.1428 22.4921 280.546 198.359 7.88868 10.8469 36.6507 7.91832 94.5776 67.0037 82.187 103.781 69.9819 3494.1 1296.7 103.71 71.6417 32.0685 1192.99 240.516 952.478 343.56
internal_count=2864121 174901 166955 115206 51749 7946 17158 48753 3869 40219 34591 66453 47395 10313 19058 2689220 352459 66036 24456 286423 201584 8737 12920 41580 3388 95464 67595 84839 106120 70489 2336761 913375 108002 73962 34040 805373 171439 633934 328297
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=43733 8729640 8724948 394 524 34 262 26321280 44 35 263466 81 34 264 12 264 8 708 6 3072 2099750 2 542756 791666
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=40
num_cat=21
split_feature=2 3 0 1 1 0 9 1 0 1 9 0 0 1 3 9 0 3 0 1 9 1 2 3 1 9 2 3 2 3 1 3 0 0 2 0 0 2 9
split_gain=0.0484775 0.438646 0.933017 1.18302 0.6211 0.769926 0.510654 1.39781 0.493581 0.448637 0.307707 0.294789 0.120352 0.249491 0.119213 0.113071 0.0983996 0.110098 0.0857868 0.0827586 0.072731 0.0680621 0.357578 0.573992 0.781712 0.234876 1.54391 0.778987 0.767835 0.450887 0.339845 0.505547 0.433438 0.276463 0.233933 0.634425 0.505881 1.64059 1.97298
threshold=0 1.5000000000000002 3.5000000000000004 1 2 9.5000000000000018 3 4 13.500000000000002 5 6 1.5000000000000002 1.0000000180025095e-35 7 9.5000000000000018 8 8.5000000000000018 4.5000000000000009 3.5000000000000004 9 10 11 12 4.5000000000000009 13 14 15 4.5000000000000009 16 3.5000000000000004 17 1.5000000000000002 10.500000000000002 20.500000000000004 18 17.500000000000004 2.5000000000000004 19 20
decision_type=9 2 2 1 1 2 1 1 2 1 1 2 2 1 2 1 2 2 2 1 1 1 9 2 1 1 9 2 9 2 1 2 2 2 9 2 2 9 1
left_child=1 4 6 16 5 11 9 -8 14 -3 18 15 13 -9 -5 -1 17 -4 -6 -14 -7 22 23 24 -2 26 27 -24 -27 33 31 -28 -32 -30 -23 36 -36 -38 -39
right_child=21 2 3 8 10 20 7 12 -10 -11 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 34 25 -25 -26 28 30 -29 29 -31 32 -33 -34 -35 35 -37 37 38 -40
leaf_value=0 0 0 -0.0072311221764513088 0.029410969763401865 0.0048656705750449109 0 -0.012830116662452713 0 0 0.011651263621249016 -0.0085750480469198153 -0.0069344933146007082 0.0022454987713658513 0.0082345655398922118 0 0.0038578632270916194 0 0 0 -0.002850650004182392 0.013535243566666516 0.0017144493188622672 0.015461581056403424 0.0010631863832406576 -0.0135428371483837 -0.0054699009120554067 -0.010905636545325961 0 0.0021715963024214859 -0.0038860988414234558 0 0 0.010101561681190106 -0.0042245790325162605 -0.0002525935874863352 0.0073499701302111187 0.0061877967139807926 0.0065052060415308329 -0.010598610790895188
leaf_weight=9.1723995098291198 26.409586007823236 14.090068429315577 9.8740274283409253 13.26726165138825 6.2355665670256712 1.8270488374982961 47.170564924505015 10.769505500051309 1.6638788515119802 25.375454458713648 87.948880157789972 28.001278163650568 19.655702797455888 30.20175563304656 0.17838999192463312 46.640116343049158 6.3758774073212399 3.1710207609867203 3.7914589933498064 24.825557087708148 10.191961814980456 222.29594567440654 86.875779008234531 17.471958487090888 50.180269443371799 177.81090088530254 43.692778171171085 9.1318784314062196 1148.9079068199426 108.11663719485659 259.062166750693 10.519540662673533 13.503438282990826 14.745870348910101 984.72363843701896 39.372050919890171 55.931442916000378 34.868762735452037 313.78461018484268
leaf_count=10009 31366 14757 9599 14957 6262 1919 49112 11972 1743 27249 96097 28743 20130 31391 239 48534 4097 3198 4221 23185 9493 240341 94191 17984 55041 203815 11998 10286 551755 91250 130671 8682 6099 6710 756249 12709 48768 18299 151105
internal_value=0 0.000994551 0.00434092 0.0146178 -0.0012918 0.00228971 0 -0.00271274 0.021561 0.00694804 -0.00652385 0 0.00279092 0.00564969 0.0288793 0.00136021 0 -0.00478118 0 0 0.014196 -0.000115905 0.000170357 -0.00457822 -0.00904623 0.000656554 0.00262029 0.011716 0 0.000940976 -0.000220375 -0.00593212 0.00056964 0.00173508 -0.00063024 -0.00123609 -0.0018497 -0.00476083 -0.0076227
internal_weight=0 400.428 206.619 34.5305 193.809 95.8328 172.089 132.623 15.1095 39.4655 97.9759 83.8138 85.4525 40.9713 13.4457 55.8125 19.4209 13.045 10.027 44.4813 12.019 3617.41 1966.43 94.0618 76.5899 1872.37 422.786 96.0077 1449.58 1271.77 326.778 54.2123 272.566 1163.65 1650.98 1428.68 1389.31 404.585 348.653
internal_count=2864226 416907 211629 33833 205278 98698 177796 135790 16939 42006 106580 87286 86678 43363 15196 58543 16894 12797 10483 43315 11412 2447319 1219848 104391 86407 1115457 261927 104477 853530 649715 157450 20680 136770 558465 1227471 987130 974421 218172 169404
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=8462854 417 43 2 278 609 4 640 2 672 2 310 5505153 258 10 2640136 2639872 2 4458625 2622472 4
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=40
num_cat=18
split_feature=2 9 1 3 11 1 0 3 0 3 3 9 2 1 3 0 0 3 2 0 3 1 3 1 1 3 3 2 12 1 0 0 2 3 2 3 2 0 3
split_gain=0.0449063 1.08746 0.786626 1.13226 0.558623 0.472568 0.53187 0.545888 0.528631 0.399244 0.291024 0.276884 1.24515 0.628334 0.709483 0.59562 0.518657 0.513136 0.374225 0.885361 0.677525 0.719283 0.541922 0.593647 0.436177 0.344281 0.308335 0.29065 0.278186 0.264612 0.90114 0.783453 0.643569 0.46158 0.402454 0.327027 0.256502 0.254528 0.240222
threshold=0 1 2 1.0000000180025095e-35 3 4 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 10.500000000000002 16.500000000000004 5 6 7 6.5000000000000009 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 8 11.500000000000002 3.5000000000000004 9 6.5000000000000009 10 11 6.5000000000000009 22.500000000000004 12 13 14 1.0000000180025095e-35 1.0000000180025095e-35 15 1.0000000180025095e-35 16 3.5000000000000004 17 20.500000000000004 3.5000000000000004
decision_type=9 1 1 2 9 1 2 2 2 2 2 1 9 1 2 2 2 2 9 2 2 1 2 1 1 2 2 9 1 1 2 2 9 2 9 2 9 2 2
left_child=1 5 -3 -4 10 6 -1 -8 9 -9 -5 12 15 16 17 25 36 -15 22 20 21 -20 29 -24 -22 -2 28 -18 -25 30 34 35 -32 -33 -13 -31 -14 -29 -38
right_child=11 2 3 4 -6 -7 7 8 -10 -11 -12 18 13 14 -16 -17 27 -19 19 -21 24 -23 23 26 -26 -27 -28 37 -30 31 32 33 -34 -35 -36 -37 38 -39 -40
leaf_value=0 0.012312636911138895 0 0 -0.020034701631431399 0 -0.00065398732670833408 0 0.014729264254919683 0 0 0 -0.0025194626881176055 0.0041306053455051799 0.0018545165123722109 0.015172766533451851 0 0 -0.0083623607898634569 0 0.0080564001280338231 0.008363947259881762 -0.010991590819384155 0 -0.019075398448358417 -0.0022917596712677822 0 0 -0.008352774898451194 0 0 0.0014342102888690233 0.00064069349986689431 -0.0070124242096057379 0.0057616505826792149 0.004682986487070581 -0.0085427721868139347 -0.0086632629477040504 0 0
leaf_weight=107.96079672703127 137.30786277056905 91.959552862586861 43.18503902903467 68.754522884180915 0.53672503682901052 280.94241585499731 43.627760716124612 89.289700945984805 2.9331463098496888 2.2578861801011945 0.28743158720317197 26.67383569861704 80.816916830459377 464.16537730761047 10.792571710713672 3.6628911758307359 25.311362503533019 20.154888179211412 60.61763007092668 10.705567198834613 17.19305023290508 160.992911784233 15.484445053356465 21.857783845131053 29.579989163532446 4.2056903416523701 0.082231093780136599 188.54524002913968 0.26483305339934915 467.989380461775 44.76135047947173 623.63021587951516 250.62433591625086 369.87230982843903 203.19400692221825 32.303059477344505 10.506156773306428 3.4726124015578526 1.1199140372627869
leaf_count=125678 140248 99750 41040 90016 619 325870 37594 79528 2454 2620 316 18990 49822 294376 9841 3334 26579 17713 60684 9558 15983 175147 9043 21270 34627 4121 76 64297 335 312654 44090 164744 110000 284598 138330 34061 12178 1003 1212
internal_value=0 -0.000678295 -0.00646257 -0.0110113 -0.0176845 0.00133697 0.00443239 0.00814132 0.0115483 0.0134192 -0.0192572 0.000168116 0.00162816 0 0.00208547 0.00903103 -0.00336308 0.000383078 -0.000316877 -0.00353136 -0.00588088 -0.00824154 3.52808e-05 -0.00857505 0.000246168 0.0113053 -0.0132457 -0.00611499 -0.0175685 0.000465784 -0.00114201 0.00123872 -0.00496769 0.00295329 0.00258167 -0.00155153 0.000294844 -0.00723794 -0.00315626
internal_weight=0 731.735 204.723 112.764 69.5787 527.012 246.069 138.108 94.4807 91.5476 69.042 3285.89 950.061 804.885 495.113 145.176 309.772 484.32 2335.83 279.089 268.384 221.611 2056.74 37.6893 46.773 141.514 22.2048 217.329 22.1226 2019.05 525.254 1493.79 295.386 993.503 229.868 500.292 92.443 192.018 11.6261
internal_count=2864399 805485 231741 131991 90951 573744 247874 122196 84602 82148 90332 2058914 624724 477021 321930 147703 155091 312089 1434190 295999 286441 235831 1138191 30724 50610 144369 21681 91879 21605 1107467 311410 796057 154090 449342 157320 346715 63212 65300 13390
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=22037801 9 432 1 563 6 2957828 140 8427730 386 37 525 2050 1 545 8388752 4240 194
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=40
num_cat=19
split_feature=2 1 0 0 9 3 3 9 3 9 0 0 1 0 0 2 3 0 1 0 3 2 9 2 1 2 3 0 0 0 2 9 2 2 9 1 3 3 0
split_gain=0.0506467 0.516607 0.333058 0.180705 0.204294 0.106283 0.0869082 0.309791 0.190171 0.236838 0.313357 0.182452 0.0686655 0.723598 0.494686 0.464257 0.51434 0.670201 0.814157 0.659331 0.571724 1.02644 0.416401 0.413021 0.323888 0.315726 0.824712 0.630281 0.579639 0.417043 0.905566 0.664212 0.821497 0.778632 0.400183 0.273316 0.265686 0.203477 0.166137
threshold=0 1 1.0000000180025095e-35 19.500000000000004 2 5.5000000000000009 1.0000000180025095e-35 3 1.5000000000000002 4 8.5000000000000018 4.5000000000000009 5 10.500000000000002 17.500000000000004 6 2.5000000000000004 7.5000000000000009 7 6.5000000000000009 3.5000000000000004 8 9 10 11 12 4.5000000000000009 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 13 14 15 16 17 18 1.5000000000000002 3.5000000000000004 55.500000000000007
decision_type=9 1 2 2 1 2 2 1 2 1 2 2 1 2 2 9 2 2 1 2 2 9 1 9 1 9 2 2 2 2 9 1 9 9 1 1 2 2 2
left_child=1 2 5 4 -3 -1 7 -4 -8 11 -11 -10 13 25 15 16 17 19 -19 -14 21 -18 -15 38 -25 26 27 -2 -29 30 36 32 -31 -33 -32 -22 -27 -24 -16
right_child=12 3 6 -5 -6 -7 8 -9 9 10 -12 -13 14 22 23 -17 20 18 -20 -21 35 -23 37 24 -26 29 -28 28 -30 31 34 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0078237448084899734 0.010814251929403454 0 0.0080321962879151988 0 0.0051570919428163423 0 -0.005907274490360959 0 0.010714939472759089 -0.0065156204220790234 0.0025446667973784785 0 -0.00081766764682857313 0 0.016524715587497824 -0.0040019861326752231 0.01171717000251995 0 -0.01291898693635418 0.0094228545601903451 -0.006044635430978617 -0.00066058746831477555 -0.013827817090434442 0.0043468579519125704 -0.0055397611061167905 -0.0010541626707317824 -0.0047210312380838986 -0.010236511081235194 0.0055280617022063355 0.0051364376179265812 0 0.0048182968762702739 -0.0072900077567782818 -0.0057060882371616287 -0.012526333375702732 0.0011964862846446205 0.0046289080433294548 0 0
leaf_weight=58.946385994575394 127.86457697791775 6.1974503645615187 21.078176090624765 7.0137960593856397 284.0514069823621 4.4359400923131025 25.255067420046544 10.618251493193386 10.640079039163536 40.575777951366035 3.1522345091798334 1.8773489197483293 1274.8378672273975 2.4734757619153243 11.174884151187142 369.27467665289987 101.18506699174031 60.739077972000814 59.062860142512363 34.641282143566059 25.956830664814333 51.574034091936483 40.206741954592871 28.494934442569502 23.366627440860611 261.25859821385529 14.070838910658493 13.435684264637532 10.738008231790444 20.852556840822217 7.1288103285987745 537.28076397674886 114.20774824154796 22.55527178767079 61.726615393774409 185.80482331279927 78.891532976827875 3.420731855207122 1.4150888789736189
leaf_count=58966 152415 7197 23071 7891 293358 4737 28034 11068 11012 43659 2776 2066 814474 665 9259 399268 86131 27565 15602 14464 28511 56449 15371 3877 15632 97975 20027 16018 11394 19304 7731 183316 38161 24938 60804 162374 85366 1824 1421
internal_value=0 0.000940421 -0.00215152 0.00370394 0.00453124 -0.00684995 0 0.00369561 -0.000487143 0 -0.000901533 0.00661826 -0.000120493 0.000320281 -0.000514278 -0.000935522 -6.20344e-05 -0.00108207 -0.00748471 -0.000117821 0.00295367 0.00707925 -0.0087777 0.00619926 0 0.0010787 0.00475331 0.00817279 0 0.000107201 -0.00202805 0.00181123 -0.00292248 0.00354191 -0.00998885 0 0 -0.0109502 0.0121473
internal_weight=0 473.842 176.579 297.263 290.249 63.3823 113.197 31.6964 81.5005 56.2454 43.728 12.5174 3543.64 1316.11 2227.53 2163.08 1793.8 1429.28 119.802 1309.48 364.521 152.759 46.1009 64.4515 51.8616 1270.01 166.109 152.038 24.1737 1103.9 409.006 694.896 135.06 559.836 68.8554 211.762 340.15 43.6275 12.59
internal_count=2864171 493835 185389 308446 300555 63703 121686 34139 87547 59513 46435 13078 2370336 735309 1635027 1604838 1205570 872105 43167 828938 333465 142580 17860 30189 19509 717449 199854 179827 27412 517595 251876 265719 57465 208254 68535 190885 183341 17195 10680
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=8716806 390 8 1 2 262 4230377 225 33864 8 2098456 9 546960 16785481 2 2106624 2098528 4 520
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=40
num_cat=23
split_feature=3 0 0 2 2 3 1 1 3 1 2 3 3 2 0 0 2 9 2 9 9 0 0 0 1 9 9 1 2 2 1 3 2 1 0 3 9 2 0
split_gain=0.0500649 0.967718 0.961843 0.754817 0.639937 0.531141 0.451793 0.448519 0.302678 0.216543 0.189847 0.243114 0.183145 0.160967 0.150518 0.130419 0.129378 0.121957 0.148483 0.0777443 0.0717055 0.0711735 0.052367 0.199334 0.41265 0.65957 0.22735 2.26969 0.797749 0.610777 0.16676 0.153976 0.14321 0.619142 0.262405 0.092951 0.0902838 0.0488353 0.0217161
threshold=5.5000000000000009 7.5000000000000009 2.5000000000000004 0 1 9.5000000000000018 2 3 11.500000000000002 4 5 2.5000000000000004 31.500000000000004 6 5.5000000000000009 6.5000000000000009 7 8 9 10 11 55.500000000000007 38.500000000000007 23.500000000000004 12 13 14 15 16 17 18 3.5000000000000004 19 20 13.500000000000002 3.5000000000000004 21 22 42.500000000000007
decision_type=2 2 2 9 9 2 1 1 2 1 9 2 2 9 2 2 9 1 9 1 1 2 2 2 1 1 1 1 9 9 1 2 9 1 2 2 1 9 2
left_child=10 2 3 8 5 9 13 17 19 -3 11 20 -9 14 -4 16 -8 18 -5 -2 -1 -11 23 26 25 31 27 28 -12 -29 -24 -25 33 -28 -34 38 -26 -38 -32
right_child=1 4 6 7 -6 -7 15 12 -10 21 22 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 30 24 36 -27 32 29 -30 -31 35 -33 34 -35 -36 -37 37 -39 -40
leaf_value=0 0.011672652514547558 0 0.0099635072305330041 0.0070568266380447442 0 0 0 -0.010421952727059727 0 0.0312675712614063 0.013035026073976478 0 0 -0.0019596237260031319 0 0 -0.017149600591011345 0 0 0 -0.0084341519114291622 0 0 0.018174287592667128 0 0 0.0063127819825324408 0 -0.0021767722804115104 -0.018932928942435107 0 0 9.5341787308306244e-05 -0.0016085149485434123 -0.0050880921718053033 0 0 -0.0059141102331026086 -0.010077040550322014
leaf_weight=1.2032607024884783 53.987677826880827 1.4881328582123385 3.6403149841062259 22.559311509474355 3.4469786239496889 0.96993920463137406 0.82685820120968856 38.044369220304361 8.0013674263027479 7.2665066199260728 32.154322322443477 23.887744509331242 0.061643778288270279 8.8948243240738503 0.83472057071048755 1.7767645063140651 21.510630219010643 3.028533994031025 2.4187749016855404 5.5882369555183677 34.249928052217001 0.099010490521322825 2.1379349459894001 24.032398445677249 1.7524956192064562 4.8478171911265262 145.20552907297315 4.8515905398089672 3.953700276935705 43.726632485842856 2.9527666738722438 0.39738653507083554 3325.0791843640545 97.168197942097322 70.180775232394808 0.49007504718611095 0.29598459042608738 6.7436731255147588 7.8049668065068545
leaf_count=1596 54527 761 3032 20494 3408 550 982 40199 8652 3134 14967 26588 52 5074 665 1556 19752 2859 2675 5883 42718 119 2560 7171 1465 2856 157328 5366 4339 35351 1281 268 2237484 103111 30393 544 260 5887 8247
internal_value=0 0.00149662 -0.000207481 0.00255504 0.0153148 0.0182246 -0.0112615 -0.00206359 0.00871195 0.0258759 -7.25309e-05 -0.00439491 -0.00787807 0 0.00565428 -0.0142813 -0.0179147 0.00141679 0.00460781 0.011588 -0.00835105 0.0243917 0 8.00944e-05 0.00544435 0.00941748 0 -0.00421604 0.00715899 -0.0154726 -0.00339259 0.0146226 0.00012472 0.00229669 0 -0.0065026 0 -0.00438099 -0.00942666
internal_weight=0 184.445 171.174 133.69 13.2706 9.82359 37.4841 66.1126 67.5773 8.85365 3833.12 59.3409 38.106 13.3699 4.47504 24.1143 22.3375 28.0066 24.9781 59.5759 35.4532 7.36552 3773.78 3760.39 38.0698 29.2776 3722.32 84.6862 36.108 48.5782 13.3857 24.4298 3637.63 242.374 3395.26 11.2478 8.79215 7.03966 10.7577
internal_count=2864154 174374 166402 135341 7972 4564 31061 66279 69062 4014 2689780 70902 40251 8771 3697 22290 20734 26028 23169 60410 44314 3253 2618878 2606246 17907 10295 2588339 60023 19306 40717 12632 7439 2528316 260439 2267877 10072 7612 6147 9528
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=44735 8724950 37 194 34 17932288 8653224 2105344 3 2097472 3 8 91 9 8 20 2115962 8388744 32 4722694 233 12 2097152
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=40
num_cat=24
split_feature=3 2 0 0 1 2 2 1 2 1 2 3 9 3 2 3 3 0 0 0 1 9 1 2 0 1 1 0 9 12 1 1 9 2 0 2 0 2 0
split_gain=0.0536883 0.961003 0.8584 0.916589 0.727636 0.661786 0.589067 0.321969 0.280914 0.28017 0.242623 0.235474 0.215045 0.198655 0.166018 0.228313 0.105996 0.0898347 0.0768461 0.0727925 0.112516 0.0662492 0.0656641 0.0533592 0.828746 1.64091 0.853987 0.71798 0.46904 0.345576 0.73225 0.387636 0.833023 1.47611 0.584804 0.815845 0.455672 0.381337 0.210528
threshold=5.5000000000000009 0 6.5000000000000009 1.5000000000000002 1 2 3 4 5 6 7 9.5000000000000018 8 6.5000000000000009 9 2.5000000000000004 14.500000000000002 55.500000000000007 12.500000000000002 9.5000000000000018 10 11 12 13 2.5000000000000004 14 15 10.500000000000002 16 17 18 19 20 21 16.500000000000004 22 3.5000000000000004 23 1.5000000000000002
decision_type=2 9 2 2 1 9 9 1 9 1 9 2 1 2 9 2 2 2 2 2 1 1 1 9 2 1 1 2 1 1 1 1 1 9 2 9 2 9 2
left_child=14 11 3 4 8 -6 7 13 21 -8 -4 18 -7 -5 15 19 17 -12 22 20 -1 -3 -2 24 25 28 -26 -28 -16 31 -31 32 37 -34 36 -36 -33 -25 -27
right_child=1 2 10 6 5 12 9 -9 -10 -11 16 -13 -14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 29 26 38 27 -29 -30 30 -32 34 33 -35 35 -37 -38 -39 -40
leaf_value=0 0 0.0039112090356491136 0 0 0 0.017134807308956761 0 -0.001029636289491791 -0.006976472137709972 -0.014152338078801303 0.024254590125484133 0 0 0.013717555252592257 0 0 0 0 0 0 -0.01030508552134924 0 -0.010728300084538914 0.0044118326831641304 -0.00197059542345266 0.0046207969591949682 0.012769321789416109 0 -0.01164493060612426 0.00097481816094527329 -0.014206080964458204 0.001346394205119829 -0.0004580465184798195 -0.018154612343999326 0 0.017161992480965657 -0.002162313163034999 -0.00072638648295042713 0
leaf_weight=16.725405308272457 3.3352364112943178 10.990683618103501 1.4479066526400854 1.6968733689282087 7.5572021089319605 47.045689925776969 6.7244216614635661 3.443294568132842 15.873742698051503 28.620477688862593 11.760181414982066 10.072297167556824 5.0501012198947128 2.5307641791005153 16.162466737361683 23.879711575515103 0.20138539580511938 0.1669845486176208 0.66707014563144085 1.6344333255256049 16.851092582677666 2.278928718995302 24.952503848966451 129.30999380339199 33.433100661230128 181.18537721063331 119.78696868543921 27.607991428041714 110.50310325955979 5.5536928328292561 13.611462997752826 1387.5613302565253 240.42250716235139 38.170056197464874 48.137469896115363 12.046220307194742 436.48636629038083 941.49413501122763 34.065218527081015
leaf_count=15962 3076 10652 1363 1435 7633 48106 4897 3647 14911 22170 5526 10007 5374 2056 18041 26577 124 197 677 2169 26107 2441 29668 125321 43299 228162 140168 30585 125418 5306 16184 885047 159027 41788 9690 10102 164552 581808 34954
internal_value=0 0.00150837 0.00608729 0 0.00683255 0.011341 -0.00704121 0.000660086 -0.000267354 -0.0112229 0.0190688 -0.00639142 0.0150518 0.00850594 -0.000112656 -0.00415321 0.0187219 0.0237595 -0.0101308 -0.00801026 -0.00878996 0.00133877 -0.0108163 0 0.000893584 -0.00134821 0.00618647 0.00933317 -0.00941556 -0.000159952 -0.00848573 0 -0.00130529 -0.00579924 0.000885592 0.0089171 0.000323566 0 0.00300813
internal_weight=0 184.416 145.389 131.812 88.7963 59.653 43.0158 7.67093 29.1434 35.3449 13.5765 39.0271 52.0958 4.22764 3834.63 59.0906 12.1286 11.9272 28.9548 35.2109 33.5765 13.2696 28.2877 3775.54 522.744 341.916 180.828 147.395 126.666 3252.79 19.1652 3233.63 1349.4 278.593 1884.23 60.1837 1824.05 1070.8 215.251
internal_count=2864227 173960 130532 123322 89117 61113 34205 7138 28004 27067 7210 43428 53480 3491 2690267 70815 5847 5723 33421 44238 42069 13093 32744 2619452 620627 406575 214052 170753 143459 1998825 21490 1977335 907944 200815 1069391 19792 1049599 707129 263116
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=6836259 525 8389656 8658952 597 33816 34 2568 3 17932288 14 5 32 4735526 788 36 12 1 66 195 5 8652888 264384 267392
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=40
num_cat=25
split_feature=3 2 0 0 1 2 2 1 1 2 2 9 3 3 2 3 0 1 3 0 0 0 2 1 1 2 2 9 9 2 1 0 1 0 9 2 2 0 9
split_gain=0.0510904 0.879423 0.792915 0.761286 0.634479 0.588454 0.544977 0.318426 0.272304 0.257043 0.256362 0.221223 0.208483 0.185877 0.134371 0.126136 0.244851 0.108973 0.478617 0.0759337 0.0689197 0.0673455 0.739532 0.824111 0.682904 0.932299 0.857478 0.74564 0.690011 0.437441 0.843325 1.39721 0.386991 1.06193 0.989774 0.985787 0.816908 0.583709 0.411486
threshold=5.5000000000000009 0 6.5000000000000009 1.5000000000000002 1 2 3 4 5 6 7 8 9.5000000000000018 6.5000000000000009 9 2.5000000000000004 1.0000000180025095e-35 10 10.500000000000002 12.500000000000002 55.500000000000007 1.0000000180025095e-35 11 12 13 14 15 16 17 18 19 7.5000000000000009 20 12.500000000000002 21 22 23 27.500000000000004 24
decision_type=2 9 2 2 1 9 9 1 1 9 9 1 2 2 9 2 2 1 2 2 2 2 9 1 1 9 9 1 1 9 1 2 1 2 1 9 9 2 1
left_child=14 12 3 4 10 -6 7 13 -8 -4 -3 -7 19 -5 15 16 -1 -11 20 -2 -19 22 23 -16 25 -24 27 -26 -28 30 31 -23 33 36 -35 37 -31 -34 -37
right_child=1 2 9 6 5 11 8 -9 -10 17 -12 -13 -14 -15 21 -17 -18 18 -20 -21 -22 29 24 -25 26 -27 28 -29 -30 32 -32 -33 35 34 -36 38 -38 -39 -40
leaf_value=0 -0.010290183353328639 0.0012564633155025058 0 0 0 0.016008429693858541 0 -0.0010187163666088446 -0.013483300055523329 0 -0.0066728702928972473 0 0 0.013506064084708634 -0.00048509446311414527 0 -0.011256205192246656 0.02912187745352246 0 0 0 0.012721802738360977 -0.011593605442554725 0.012670727157823948 0.0043769804907703809 -0.00099548115518492057 0.003922598473159125 -0.0047783301356111186 -0.006691076038888074 0.0028791081811195551 0 -0.0034070110775815433 -0.012208279004986311 0.003376072878017335 -0.013491106018100267 0.0038489541966621348 -0.0044655010451082246 0 -0.0016069618272079797
leaf_weight=16.357818706055699 27.946356014057532 13.312803495369733 1.4795384982135147 1.6572386770276351 7.4570975910464767 47.889680958491226 6.7091794886655407 3.4385084249952342 28.092781157145509 2.0960441984934732 15.692357592648479 5.0848094252869478 10.137604912975801 2.5912034643115476 26.31866602754053 22.491537394256738 11.68880867971893 9.4200825945153976 0.76005346566671583 0.6490677374531505 0.1039303150901113 136.72577341091528 96.839567295945017 46.969272099306181 477.53914078807429 473.16927764670982 17.730189179819718 44.99946598270617 194.62546400068459 1003.7592077644804 279.35918160485016 26.918768877483672 104.32049624869796 3.4971727265001391 54.149084252101602 135.72090340327122 113.79873601196596 2.5252744929312021 545.38552200426784
leaf_count=21439 32588 13104 1373 1416 7576 48624 4895 3640 21874 1130 14834 5350 10026 2071 50897 25118 14497 4191 436 675 134 141882 104608 58342 350386 332863 17934 33926 206184 375692 281379 29854 109049 2176 26602 81811 127797 1794 295978
internal_value=0 0.00145809 0.00585859 0 0.00625881 0.0104765 -0.00636221 0.000625896 -0.0105751 0.0182878 -6.72746e-05 0.0139629 -0.00604133 0.0084545 -0.000119107 -0.00393027 -0.00698678 0.0181415 0.0211045 -0.00957893 0.0287822 0 -0.000576529 0.00679501 -0.0013991 -0.00392997 0.000278307 0.00277155 -0.00413482 0.000290362 0.00304316 0.00799005 -0.000230881 0.000736487 -0.00939373 -0.00200189 0.00175878 -0.00948698 0
internal_weight=0 184.518 145.785 131.926 89.4367 60.4316 42.4889 7.68695 34.802 13.8596 29.0052 52.9745 38.733 4.24844 3834.89 50.5382 28.0466 12.3801 10.2841 28.5954 9.52401 3784.35 1378.19 73.2879 1304.9 570.009 734.894 522.539 212.356 2406.16 443.004 163.645 1963.16 1175.2 57.6463 787.952 1117.56 106.846 681.106
internal_count=2864145 173937 130648 123384 89488 61550 33896 7127 26769 7264 27938 53974 43289 3487 2690208 61054 35936 5891 4761 33263 4325 2629154 1155140 109239 1045901 437471 608430 384312 224118 1474014 453115 171736 1020899 532267 28778 488632 503489 110843 377789
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=6836259 525 8389656 8658952 597 34 2568 33816 3 1089536 34 8933380 712 102 6359936 6294216 3 4 4522790 154 103 8 8410128 2100304 2
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=40
num_cat=21
split_feature=2 0 1 0 1 9 0 9 1 3 4 4 3 2 0 7 9 1 0 2 3 3 3 2 3 1 2 0 0 2 9 9 0 0 0 0 3 2 2
split_gain=0.0574499 0.74814 1.35171 1.18719 0.727761 0.541687 0.920226 0.510898 0.784123 1.22136 0.717224 0.488201 1.07838 0.693162 0.470304 0.573448 0.456919 0.441397 0.404243 1.9778 0.749687 0.385733 0.357997 0.338473 0.307702 0.245612 0.590411 0.538483 1.1745 0.620332 0.503768 0.417657 0.373329 1.12046 0.935925 0.362113 0.656506 0.595257 0.241271
threshold=0 7.5000000000000009 1 3.5000000000000004 2 3 1.5000000000000002 4 5 1.5000000000000002 6 7 1.5000000000000002 8 37.500000000000007 9 10 11 1.0000000180025095e-35 12 2.5000000000000004 7.5000000000000009 3.5000000000000004 13 7.5000000000000009 14 15 8.5000000000000018 5.5000000000000009 16 17 18 20.500000000000004 10.500000000000002 5.5000000000000009 34.500000000000007 1.5000000000000002 19 20
decision_type=9 2 1 2 1 1 2 1 1 2 1 1 2 9 2 1 1 1 2 9 2 2 2 9 2 1 9 2 2 9 1 1 2 2 2 2 2 9 9
left_child=1 3 -3 4 11 6 24 8 9 -5 17 12 13 -1 15 21 -13 -9 19 -7 -20 -4 -14 -18 -6 26 31 28 29 -27 -28 -2 33 34 -32 36 37 -29 -30
right_child=25 2 14 7 5 18 -8 10 -10 -11 -12 16 22 -15 -16 -17 23 -19 20 -21 -22 -23 -24 -25 -26 27 30 35 38 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0014481721245665552 0.0060572068886180514 -0.0036530387920728903 0.023363460833758534 0.023195017318921488 0.019685793072769631 0.0083827649855984666 0 0 -0.0068265132209933358 -3.1432001645269119e-05 0 0 0.014357854590041901 -0.0086680908701807953 0 0 0 -0.017747874390900149 0.0086254098268850887 -0.0089997308872534054 -0.00046743329786394099 0 0 -0.013448906887150423 0 -3.025647806469325e-05 -0.0091715080991884371 0 0 -0.0051566669377128612 0.00081248746738736023 0 -0.0088640242433406947 0.012542519145945563 -0.0080199469524245334 0 0 -0.012815867561256526 0.0083750920819697094
leaf_weight=49.667477891693125 249.27096285429798 13.961123680521267 38.860482791817049 5.7097118346428015 35.996175245752966 64.243981100422388 12.951411069254389 8.5842353084153729 8.2900167730404082 4.0070714201719966 12.462956949493671 6.4076890228534467 27.703033952566329 82.604148517486465 2.0926310459908555 5.7865215793717644 11.758678764628712 52.337304372282233 128.28372679762106 117.11518708067888 80.475223153029219 0.76176616243901563 12.620530555272124 46.639597523782868 0.738356805377406 1206.8205779614036 21.559251818092889 3.1208885881351307 14.353617459775705 300.42773916804254 876.5985235296248 88.090101309499005 13.726236415634046 43.09663376318349 106.25536028428178 10.500413345333071 29.914015160160488 103.29334612120874 123.85195422873221
leaf_count=58046 262541 14584 36352 5677 34394 58975 13352 9912 8318 4379 12370 6282 26965 69215 2387 5657 10518 54827 131015 116454 81714 555 10735 51485 728 705289 12270 3209 17287 380710 413160 94737 5063 9105 24150 6192 18927 38907 47999
internal_value=0 0.000632753 0.00925475 0 0.00120408 0.00375739 0.0114771 -0.00945262 0 0.0106044 -0.0118626 -0.00234778 0 -0.00390019 0.015355 0.0192679 -0.00825991 -0.0164725 0.00110082 -0.00113618 0.00424538 0.0220108 0.010874 -0.0105911 0.0183612 -0.00026457 0.00058821 -0.00109208 -0.00033265 -0.00136165 -0.000355534 0.00407494 0 0.000530948 -5.54481e-05 -0.00646758 -0.00813887 -0.0113531 0.0073473
internal_weight=0 830.059 61.4625 768.597 677.205 439.804 49.6859 91.3913 18.0068 9.71678 73.3845 237.401 172.595 132.272 47.5014 45.4088 64.806 60.9215 390.118 181.359 208.759 39.6222 40.3236 58.3983 36.7345 3190.88 1398.6 1792.28 1645.45 1507.25 1061.24 337.361 1039.68 1025.95 982.854 146.829 136.328 106.414 138.206
internal_count=2864442 824896 59535 765361 669878 436632 48474 95483 18374 10056 77109 233246 164961 127261 44951 42564 68285 64739 388158 175429 212729 36907 37700 62003 35122 2039546 821026 1218520 1151285 1085999 463748 357278 451478 446415 437310 67235 61043 42116 65286
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=10854804 578 49 4 2 331 2 2 8716292 1 4 64 8336 294928 51 4212779 5728 8 9 524808 1064992
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=40
num_cat=20
split_feature=2 1 0 2 3 0 0 2 9 7 2 2 3 0 1 0 0 0 2 9 2 0 3 3 2 2 0 9 1 0 1 8 3 3 0 9 0 0 2
split_gain=0.0447647 1.32875 0.567997 0.584724 0.41462 0.420232 0.361378 1.47608 0.793012 0.767943 0.711622 0.62948 0.520627 0.518189 0.296125 0.718537 1.19297 1.2677 1.10429 0.785265 0.959451 0.761191 0.689075 0.679188 0.46089 0.397747 0.321788 0.6654 0.315723 0.310963 0.481428 0.361238 0.297305 1.34564 0.490102 0.252205 0.246258 0.38582 0.246086
threshold=0 1 3.5000000000000004 2 4.5000000000000009 31.500000000000004 1.0000000180025095e-35 3 4 5 6 7 4.5000000000000009 7.5000000000000009 8 8.5000000000000018 5.5000000000000009 3.5000000000000004 9 10 11 20.500000000000004 8.5000000000000018 1.0000000180025095e-35 12 13 2.5000000000000004 14 15 20.500000000000004 16 17 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 18 13.500000000000002 2.5000000000000004 19
decision_type=9 1 2 9 2 2 2 9 1 1 9 9 2 2 1 2 2 2 9 1 9 2 2 2 9 9 2 1 1 2 1 1 2 2 2 1 2 2 9
left_child=1 6 -3 -4 5 -5 8 13 11 -9 -10 -1 -13 -8 15 16 17 25 -18 20 -19 35 23 -20 26 28 -16 -28 -2 31 -31 -29 34 36 -26 -17 37 -34 -23
right_child=14 2 3 4 -6 -7 7 9 10 -11 -12 12 -14 -15 24 21 18 19 22 -21 -22 38 -24 -25 32 -27 27 29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0 -0.016349773597271237 0 0 -0.011493713231297014 0.016289355430070398 0.0017499290533940658 0 -0.010958514897546984 0.020963670342805701 0 0.00018096052815393492 0.00088911315209750502 0 0.0038792553256443217 0.016287537264303723 0 0 -0.00092836234110645587 0.00097077041685710767 0 -0.022757255713067168 0 -0.00083607875455654276 0.0067653885411877897 -0.0053940718890933131 0.0086323264152058325 0.0082805819906629878 -0.0037799925106883833 0.00042285312315177789 0 -0.0059014803924348604 -0.008714939868045354 0.011524246409340433 0 0.015949716802258287 -0.006610716814964817
leaf_weight=9.5387660681008111 13.987504794698907 347.60686238540802 18.421948624883953 58.3823993029946 6.9295772165933149 1.7826335247082159 18.573644252537637 115.25639689544187 15.032809373966302 13.513027999520999 41.973894140886841 16.290941556311743 2.1410213989147442 2.9385558791109352 939.45755276461568 3.4739832875493448 7.1625735645357054 83.961622897986672 47.873389710090123 34.889595963511965 6.4272532999602836 6.5424085848499089 0.73509818309685115 40.886701722924045 87.747879081878636 1043.9483894681798 17.712006340909284 426.93470078569226 50.175897538283607 20.63690297291032 6.73806638887618 17.650593264843337 44.73188493980706 147.39541104940326 168.19180485193647 95.953806434372382 1.2708160035690514 23.456360339432649 15.516262971752441
leaf_count=11226 13503 343903 19212 57107 5806 2003 19926 118176 13027 13784 39412 14869 2429 3177 596644 2188 7504 26520 8385 14663 7599 7707 376 20469 106460 668213 4082 138831 54338 1343 3957 6883 59274 187418 194945 34467 1407 26677 6206
internal_value=0 0.000598459 -0.00219262 -0.00832381 -0.0113725 -0.0146773 0.00639876 0.00921502 0 0.0131163 -0.00517499 0.00885714 0.0146535 -0.00410213 -0.000240335 0.000704655 0 0.000895081 -0.00928422 0.00938909 0.0128533 0.00723563 -0.0128103 -0.0158725 -0.00111569 -2.37998e-05 0 -0.00217196 0.0055603 -0.0035533 0.000443387 -0.00451887 -0.00370487 0 -0.00595843 0.0109553 0.00855439 0.00996016 -0.000419148
internal_weight=0 668.382 433.123 85.5166 67.0946 60.165 235.259 150.282 84.9774 128.769 57.0067 27.9707 18.432 21.5122 3353.46 1451.53 1330.05 1233.39 96.6578 125.278 90.3889 121.486 89.4952 88.7601 1901.92 1108.11 1429.13 489.672 64.1634 471.96 27.375 444.585 472.794 216.854 255.94 99.4278 69.4591 68.1882 22.0587
internal_count=2864116 664057 428031 84128 64916 59110 236026 155063 80963 131960 52439 28524 17298 23103 2200059 872138 821570 784836 36734 48782 34119 50568 29230 28854 1327921 736054 751740 155096 67841 151014 5300 145714 576181 274776 301405 36655 87358 85951 13913
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=11379220 588 2097156 532480 6 1 270336 2424832 51 16424 9 3274 16782784 4212737 8 32 8 1 8 2090
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=40
num_cat=21
split_feature=0 2 0 1 1 3 1 0 0 9 1 3 0 3 2 9 0 2 9 1 0 0 0 1 1 3 3 2 1 1 11 1 2 3 0 3 2 2 0
split_gain=0.036754 1.7159 0.758799 1.0092 0.737849 0.377639 0.661777 0.869997 0.567 0.443229 0.440581 0.345411 0.28896 0.289076 0.288534 0.459435 0.271284 0.228443 0.50985 0.867865 1.01212 0.287093 0.903583 0.870895 0.352613 0.28438 0.390842 0.491601 0.445495 0.377043 0.257286 0.235493 0.516965 0.468069 0.343958 0.330299 0.851168 0.820572 0.21719
threshold=8.5000000000000018 0 12.500000000000002 1 2 2.5000000000000004 3 34.500000000000007 15.500000000000002 4 5 6.5000000000000009 9.5000000000000018 7.5000000000000009 6 7 13.500000000000002 8 9 10 2.5000000000000004 5.5000000000000009 3.5000000000000004 11 12 9.5000000000000018 5.5000000000000009 13 14 15 16 17 18 3.5000000000000004 1.5000000000000002 3.5000000000000004 19 20 17.500000000000004
decision_type=2 9 2 1 1 2 1 2 2 1 1 2 2 2 9 1 2 9 1 1 2 2 2 1 1 2 2 9 1 1 9 1 9 2 2 2 9 9 2
left_child=17 2 4 16 -2 6 14 9 10 -8 12 -6 -7 -14 -3 38 -4 25 21 20 -20 22 24 -24 -19 26 31 28 -28 -29 -21 32 33 -1 -34 37 -37 -33 -16
right_child=1 5 3 -5 11 8 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 30 -22 -23 23 -25 -26 -27 27 29 -30 -31 -32 35 34 -35 -36 36 -38 -39 -40
leaf_value=0.0086136831281457098 0 0.0073115207568516753 0 -0.0090068167314886951 0.03033862985463567 0 0 0.0015280442895742106 -0.0034365761017400714 -0.013814714992700773 0 0 0.021093160655000279 0 0.0097195297265934982 -0.0059642104333173813 0.014578525434935969 0.0026497093263364124 0.0097524952376094858 -0.010673673094163283 -0.0082023015264793327 -0.0067602917062474996 0.017434352809784722 0 -0.002684352519812333 0.0076695573947849014 0.0078796167836025759 0 -0.0037755760970390492 -0.013750424151212502 0 0.00015795290503179378 -0.0013846343688003826 0 0.0026692608972408221 -0.0020601629925953587 0.0092845128123359242 -0.0046600622618347982 0
leaf_weight=140.26173267229024 10.575112247752257 13.09151667469996 1.8917006577976305 16.026838820398552 16.769341977167649 3.4874357268272425 30.345441270997981 11.947351658891419 7.2394898747588732 92.720731734996662 15.34964883165958 0.50621012516785313 10.423173317409233 0.65016268211184147 7.2020963090762944 60.713779369951226 14.490553535506477 140.15058515846613 46.522399088251404 144.57151973457803 13.564067281433379 24.645901799420244 19.572985108032299 17.428616076838807 275.30333876790246 19.194909909929265 16.505143855261849 13.722154288319869 26.407269264076604 31.849370083626127 0.79166123186587256 1452.917451106292 449.5731345563654 23.247755159818553 323.70514916227694 56.77791199044259 80.729111481603468 388.74734240591715 1.3198181963671229
leaf_count=167454 10943 9702 1872 15142 13588 2328 18843 7709 4850 43164 5559 391 5597 370 858 9582 12787 139527 48267 156457 14458 20651 16008 16145 288691 16735 13421 15277 20140 32196 910 712192 288227 32403 134962 48146 80386 437928 382
internal_value=0 0.000882687 0.012612 0 0.0209136 -0.00224175 -0.00448553 -0.00813864 0.00222309 -0.0116843 0.00963533 0.0238871 0.0135164 0.0191702 0.000121945 -0.000670683 0.00991874 -0.000162728 -0.00179712 -0.00551479 0.000888819 0 0.000879902 0.0118438 -0.000154985 0.000127473 0 -0.00562694 0 -0.0100643 -0.00940079 0.0002308 0.00155671 0.00609542 0 -0.000267756 0.00371049 -0.000781218 0.00468686
internal_weight=0 314.75 60.2598 32.4091 27.8507 254.491 217.341 135.014 37.1499 123.066 29.9104 17.2756 14.5608 11.0733 82.3272 69.2357 16.3823 3706.19 682.551 205.45 60.0865 477.101 452.456 37.0016 415.454 3023.64 3004.44 88.4839 42.9124 45.5715 145.363 2915.96 936.788 163.509 773.278 1979.17 137.507 1841.66 8.52191
internal_count=2864248 163667 54723 29801 24922 108944 90240 69716 18704 62007 13854 13979 8295 5967 20524 10822 14659 2700581 701114 220092 62725 481022 460371 32153 428218 1999467 1982732 81034 33561 47473 157367 1901698 623046 199857 423189 1278652 128532 1150120 1240
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=8456092 60 624 7 6 440 2621474 12 2947186 1 280 209 164 8256 194 564 1 586 292866 49216 2670672
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=40
num_cat=16
split_feature=2 0 0 0 1 3 1 3 1 9 1 2 2 3 1 0 2 0 2 2 3 0 0 3 0 3 0 11 0 0 0 0 0 9 1 0 2 3 0
split_gain=0.0424765 0.643764 1.00335 0.968007 0.719057 0.399609 1.48347 0.718741 0.532013 0.199799 1.59253 1.23474 1.16231 1.67513 0.473855 1.19789 0.857762 0.790895 0.728476 0.700117 0.6884 0.622506 1.20413 1.31805 0.609799 0.574102 0.369198 0.351959 0.348558 0.330443 0.46009 0.324136 0.547478 0.673324 0.300883 0.295784 0.28837 0.23091 0.221268
threshold=0 9.5000000000000018 3.5000000000000004 19.500000000000004 1 3.5000000000000004 2 6.5000000000000009 3 4 5 6 7 1.0000000180025095e-35 8 12.500000000000002 9 7.5000000000000009 10 11 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 12 7.5000000000000009 4.5000000000000009 17.500000000000004 12.500000000000002 8.5000000000000018 13 14 38.500000000000007 15 4.5000000000000009 107.50000000000001
decision_type=9 2 2 2 1 2 1 2 1 1 1 9 9 2 1 2 9 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 1 2 9 2 2
left_child=1 2 5 -3 -4 8 -7 -8 -1 14 11 -11 29 -14 19 16 17 36 -19 21 -17 24 23 -23 -2 -24 -26 28 -13 -12 -31 32 -21 -34 -18 -33 -16 -36 -22
right_child=9 3 4 -5 -6 6 7 -9 -10 10 12 27 13 -15 15 20 34 18 -20 31 38 22 25 -25 26 -27 -28 -29 -30 30 -32 35 33 -35 37 -37 -38 -39 -40
leaf_value=0.0087963194811704112 0.0053549069869408333 0.019259661191844895 0 0 -0.015373422566726814 0.0060815230364959748 -0.017595901745998604 0 0 0.0015714815091818512 0.0009175117290619654 -0.016840642101292332 -0.020504084227352202 0.0019534380698610944 0.0035452655215832958 0 0 -0.0012448990600022961 0.011942759560296928 0 -0.021012557662558745 0.020536791070913173 -0.0092316979793198462 -0.00027238893631359662 -0.0059920351604175704 0.0061861167106798173 0.00053447654476884634 0 0 0.01487642510490499 0 0.008285818043694583 0.00065404716972456063 -0.012271785891422915 -0.0086266604652589576 0 -0.00075878150631328669 0 0
leaf_weight=89.585001220599224 182.52909723813355 14.434090548253154 11.393103402486302 4.7705660869250996 28.525993030023528 46.714148735276467 36.727260731815477 11.516253135763689 138.34693069186687 28.902012107901101 158.38650898193009 108.00792004500545 20.30033977876883 30.793486867500178 138.62369726706311 22.489485586091178 33.454304154158308 7.587662409117911 68.872275268586236 1113.5412706700045 21.832828405706099 66.933713849983178 21.725416111323288 5.0800524061778551 89.064414559004945 4.8271092530048909 83.303697692092101 0.87925985702895459 13.943571878466171 45.126022297350573 5.2710453680483615 56.96734448861389 8.6163680299941916 42.443364446953638 164.69188668846618 3.8959442980267331 1069.1515546816081 19.332715124983224 0.51085997637710434
leaf_count=93351 210680 15539 12156 5056 32354 68993 40116 9607 167486 32399 87504 81602 23028 33779 144414 8449 36158 8871 18040 672533 18406 55017 18069 3864 86727 3194 82982 536 8180 13814 2322 14797 4064 13711 161517 2826 552103 19570 485
internal_value=0 0.000918188 0 0.0117576 -0.0113487 0.00170719 -0.00159537 -0.0116349 0.00427168 -0.000136963 -0.00213536 -0.00942898 0.00181238 -0.006725 4.92198e-05 -0.00109945 -0.000279767 0.000553269 0.00883895 0.00128281 -0.0135743 0.00446695 0.0110378 0.0164797 0.00126058 0 -0.00174375 -0.01361 -0.0153181 0.00585287 0.0122299 0 -0.000437333 -0.00838801 -0.00567496 0.00575834 0 -0.00720701 -0.0198733
internal_weight=0 382.013 362.809 19.2047 39.9191 322.89 94.9577 48.2435 227.932 3637.09 411.61 151.733 259.877 51.0938 3225.48 1546.55 1501.71 1284.24 76.4599 1678.93 44.8332 453.464 98.5663 72.0138 354.897 26.5525 172.368 122.831 121.951 208.784 50.3971 1225.46 1164.6 51.0597 217.479 60.8633 1207.78 184.025 22.3437
internal_count=2864299 444658 424063 20595 44510 379553 118716 49723 260837 2419641 283164 122717 160447 56807 2136477 968013 940673 723428 26911 1168464 27340 460533 80144 58881 380389 21263 169709 90318 89782 103640 16136 707931 690308 17775 217245 17623 696517 181087 18891
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=8511748 67 654 752 3 337 530592 2098266 345 532208 524336 6555275 1 2 32 528432
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=40
num_cat=18
split_feature=3 2 1 3 0 3 2 9 0 3 1 2 1 0 3 3 3 0 1 3 2 0 1 0 0 1 9 0 0 1 3 9 12 0 2 0 3 9 2
split_gain=0.059978 0.844858 0.51688 0.384766 0.352441 0.327197 0.205447 0.249086 0.352203 0.220886 0.179555 0.120959 0.502015 0.208347 0.16627 0.417497 0.0961051 0.0947571 0.0861318 0.0799875 0.0547989 0.483575 0.9478 0.564293 0.875578 0.509019 0.561824 0.722523 0.490394 0.298316 2.01755 1.25583 0.984238 0.372363 0.346355 0.643071 0.345327 0.527173 0.477932
threshold=5.5000000000000009 0 1 8.5000000000000018 14.500000000000002 15.500000000000002 2 3 1.5000000000000002 11.500000000000002 4 5 6 8.5000000000000018 4.5000000000000009 2.5000000000000004 9.5000000000000018 15.500000000000002 7 1.5000000000000002 8 3.5000000000000004 9 7.5000000000000009 5.5000000000000009 10 11 1.5000000000000002 2.5000000000000004 12 1.5000000000000002 13 14 24.500000000000004 15 2.5000000000000004 1.5000000000000002 16 17
decision_type=2 9 1 2 2 2 9 1 2 2 1 9 1 2 2 2 2 2 1 2 9 2 1 2 2 1 1 2 2 1 2 1 1 2 9 2 2 1 9
left_child=11 3 4 10 5 -3 7 -4 9 -9 -2 12 14 19 15 -1 -8 -12 -5 -14 21 25 23 24 -23 -13 27 -27 -28 30 31 33 36 -22 -32 -36 37 -31 -38
right_child=1 2 6 18 -6 -7 16 8 -10 -11 17 20 13 -15 -16 -17 -18 -19 -20 -21 29 22 -24 -25 -26 26 28 -29 -30 32 34 -33 -34 -35 35 -37 38 -39 -40
leaf_value=0 0 -0.016032079010333551 0 0.0020313993151490376 0 0 -0.0056603911740488368 0.013808523935943668 0 0 0.015239016248843712 0.002760531768190435 -0.013234636444057941 0 0 0.010875963797057081 0 0 -0.0035632716471623916 0 0.0050675385376128491 -0.003225988977686116 0.010443628281451428 -0.010317961124849832 0.014153784825865405 0.012373949096324041 -0.007349323385369368 -0.002784998594221703 0 0.0031630994509107449 -0.015519154796870431 -0.0059551616256160759 -0.014550754458580537 -0.0022335367536414573 0 -0.0095452331340685134 0 -0.00089855576312259733 0.0058203579347838093
leaf_weight=23.827811845003453 20.100676030044269 24.616731346432069 4.2872431838477496 6.0602445107360836 0.63362424520891991 0.97865603904938225 11.336904414725725 26.20973745407537 24.517558580701007 1.7378861015022256 44.590683344249555 183.77238710021265 25.31131608337455 3.9421542082272927 4.6194086591567602 20.496569265400467 5.9692202793085007 0.29314078902825613 12.866946263879074 50.341674364011851 416.86827857270691 23.719022638048045 93.916224819447962 22.392647817454417 12.041356157318658 20.717178690792938 222.46540722014288 8.0545549805683532 29.106992706138044 371.72688400657353 59.416891588960425 116.92365754266211 12.125469162638181 3.7403992369072503 126.58245889350655 61.525227182137314 296.91253163665533 1387.1955077154562 236.76773385133129
leaf_count=26707 20524 19409 4317 6447 232 884 14795 25029 17463 1789 43071 199000 31432 4756 5137 24508 5939 300 13276 56267 253019 29232 102041 27032 14304 24826 264491 9417 38019 167217 61413 79631 14332 3572 131665 42065 223533 622043 235072
internal_value=0 0.00160653 -0.00254632 0.00808104 -0.00963496 -0.0139158 0 0.00425838 0.00693543 0.0121177 0.0115403 -0.000110213 -0.00273046 -0.00722084 0.0011624 0.0049186 -0.00228792 0.0130452 0 -0.00917205 0 0.000839702 0.0053811 -0.00121074 0.00185138 -0.000260531 -0.00326669 0.00322211 -0.00537792 -0.0001651 -0.00185848 0.00115351 0.000305633 0.00410145 -0.00896501 -0.00282825 0.00070162 0 0.00285564
internal_weight=0 184.199 100.288 83.9117 26.229 25.5954 74.0586 56.7524 52.4652 27.9476 64.9845 3834.51 128.539 79.5951 48.9438 44.3244 17.3061 44.8838 18.9272 75.653 3705.97 616.186 152.069 58.153 35.7604 464.117 280.344 28.7717 251.572 3089.79 785.057 537.532 2304.73 420.609 247.525 188.108 2292.6 1758.92 533.68
internal_count=2864206 173475 89857 83618 20525 20293 69332 48598 44281 26818 63895 2690731 148807 92455 56352 51215 20734 43371 19723 87699 2541924 708362 172609 70568 43536 535753 336753 34243 302510 1833562 571365 336222 1262197 256591 235143 173730 1247865 789260 458605
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8758172 523 3138 4 192 17932416 906 216 6836262 676 226 4 194 5 1 8389392 10 263233
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=40
num_cat=19
split_feature=2 1 0 0 9 0 3 9 3 0 0 0 9 1 2 2 0 11 0 0 1 0 3 2 1 3 2 3 2 0 3 0 2 0 2 2 1 0 1
split_gain=0.0348952 0.432542 1.12194 0.575661 0.547956 0.778924 0.320162 0.294272 0.212783 0.137282 0.17567 0.120979 0.0802973 0.765483 1.10942 0.801232 0.883571 0.376304 0.367526 0.324318 0.289314 0.526715 1.88498 1.86316 0.895514 0.810417 0.79815 0.769141 0.492318 0.653669 1.85474 0.521606 1.02043 1.37841 0.481702 0.453813 1.25882 0.411161 0.527601
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 2 11.500000000000002 7.5000000000000009 3 4.5000000000000009 1.5000000000000002 10.500000000000002 37.500000000000007 4 5 6 7 7.5000000000000009 8 23.500000000000004 19.500000000000004 9 3.5000000000000004 1.0000000180025095e-35 10 11 2.5000000000000004 12 4.5000000000000009 13 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 14 10.500000000000002 15 16 17 2.5000000000000004 18
decision_type=9 1 2 2 1 2 2 1 2 2 2 2 1 1 9 9 2 9 2 2 1 2 2 9 1 2 9 2 9 2 2 2 9 2 9 9 1 2 1
left_child=1 3 8 7 9 6 -6 -1 -3 -4 -11 -5 20 15 19 -14 17 -17 -16 -15 28 26 35 25 -25 -24 37 -28 29 30 -2 -30 33 -33 -29 36 -23 38 -22
right_child=12 2 4 11 5 -7 -8 -9 -10 10 -12 -13 13 14 18 16 -18 -19 -20 -21 21 22 23 24 -26 -27 27 34 31 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.001749903594748447 0.00084192809706233108 0.0069002967854203375 -0.00062065588403841573 0.0093747781688579678 -0.017638825060030033 0 0 -0.0070000498014543477 0 0.0087766098564925656 0 0 0.00063495592539790575 0.0068576405874994128 -0.010236669146714441 -0.014889520877136639 0 0 0 0 0 0.010960986592556152 0.012942568591505541 0 -0.020654200529317549 -0.002618377948555618 0.00016224072177816254 0.011663870595958364 0.00062991253088880356 0.00062863463131770209 -0.018453621181435384 0.021298667551584646 0 0 0 -0.0054152253524657606 -0.00084078274442277482 0 -0.011195559924593729
leaf_weight=43.529017455111898 65.181551703008154 59.786936668220733 7.2273386657179826 99.775362222448166 58.593278939632 5.7913855488586696 1.1580894514627278 14.834671815508043 7.6137985779496367 10.441693258690064 1.1710646066931065 0.63480904870084387 41.463632647151826 196.83850577547128 52.406550276842609 106.02129453264934 15.239266100019448 0.74223553703632106 2.0334232910827259 3.4283366285671937 51.146036193724285 88.528698432986857 20.454980417547631 67.207177734235302 86.900951846539101 20.295229587878566 1254.4082077912844 63.811640396845178 782.15143872183035 203.42298883787589 46.018020636351139 51.487656777811935 161.5343581811976 19.03926017662161 11.215549696707965 24.471945181481715 170.60004006221425 13.527682296058627 88.330270176869817
leaf_count=39714 62477 58545 7472 106497 62560 5471 932 15845 6009 10275 1114 650 44659 93722 64622 82127 8682 496 1949 1591 53424 22498 23508 30992 60565 21767 794689 56775 591585 209183 50082 37173 46793 14836 22428 28913 20521 16968 86016
internal_value=0 0.000938656 -0.00149315 0.00460531 -0.00912453 -0.0119226 -0.0164755 0 0.00469531 0 0.00571364 0.00884205 -0.000103418 -0.00135657 0.00122272 -0.00630024 -0.0100839 -0.0138917 -0.00685271 0.00544193 0 -0.000694812 -0.00350112 -0.0105079 -0.0148582 0.00274086 5.94592e-05 0.00109316 0.00118655 -0.00162408 -0.00724274 0.00237156 0.0064433 0.0138116 0.00941312 0.000901153 0.00311482 -0.00573609 -0.00798616
internal_weight=0 310.557 151.784 158.774 84.3829 65.5428 59.7514 58.3637 67.4007 18.8401 11.6128 100.41 3707.91 418.173 254.707 163.466 122.003 106.764 54.44 200.267 3289.73 1960.9 478.459 194.858 154.108 40.7502 1482.44 1329.44 1328.84 314.623 111.2 1014.21 232.061 70.5269 75.0272 283.601 259.129 153.004 139.476
internal_count=2864125 315084 152378 162706 87824 68963 63492 55559 64554 18861 11389 107147 2549041 297848 161884 135964 91305 82623 66571 95313 2251193 1239064 208764 136832 91557 45275 1030300 873892 1012129 321742 112559 690387 98802 52009 79203 71932 43019 156408 139440
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=10592260 716 2 5 3 209 262490 530848 1 337 5266081 12 5243019 17832240 787466 263024 3914 162 34
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=40
num_cat=19
split_feature=2 0 1 9 0 1 0 3 2 9 2 2 1 3 2 3 0 1 3 3 3 1 3 0 3 0 1 2 0 3 2 0 0 9 8 1 9 3 3
split_gain=0.041898 0.824779 1.59847 0.810699 1.00848 0.583328 1.77321 0.67795 0.6118 0.65617 0.488213 0.34526 0.302438 0.294342 0.286346 0.268502 0.256789 0.250975 0.236758 0.185209 0.176963 0.38023 0.184905 0.157387 0.143118 0.113351 0.0917075 0.869259 0.867096 0.478434 0.39769 0.584509 0.818515 0.482148 0.3693 0.297787 0.167468 0.159285 1.36872
threshold=0 8.5000000000000018 1 2 20.500000000000004 3 1.5000000000000002 3.5000000000000004 4 5 6 7 8 7.5000000000000009 9 5.5000000000000009 25.500000000000004 10 1.5000000000000002 12.500000000000002 2.5000000000000004 11 7.5000000000000009 2.5000000000000004 6.5000000000000009 10.500000000000002 12 13 4.5000000000000009 18.500000000000004 14 6.5000000000000009 1.5000000000000002 15 16 17 18 1.0000000180025095e-35 1.5000000000000002
decision_type=9 2 1 1 2 1 2 2 9 1 9 9 1 2 9 2 2 1 2 2 2 1 2 2 2 2 1 9 2 2 9 2 2 1 1 1 1 2 2
left_child=1 5 15 -4 13 7 11 10 -8 -10 -1 20 -11 -5 -9 16 25 24 -12 23 21 -7 -22 -16 -13 -3 27 37 29 -29 31 32 35 34 -34 36 -28 -2 -39
right_child=26 2 3 4 -6 6 8 14 9 12 18 17 -14 -15 19 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 30 28 -30 -31 -32 -33 33 -35 -36 -37 -38 38 -40
leaf_value=0 -0.00090157965102269247 0 0 0.030104294005334171 0 0 0 0 0 0 0.0011456573525703874 0.0094554962272637415 -0.01717410431439834 0 -0.011426323896218334 0 0 0 0.015470464165645893 0 0.0039128082336201677 -0.0071106473944389627 -0.0023137589457256436 0 0 -0.013031648640507723 0.0093106740613400126 -0.013624559902851704 0 0 -0.00035534603063526373 -0.0037819660029066388 0.018294594624952112 0 0 -0.0016323819588955079 0 0.0093372459738985218 -0.0015824002994415888
leaf_weight=47.536889781229547 564.75353186425855 4.8239029437245433 6.3458313436276512 29.150144635423207 6.0497935050370861 52.420477234583814 42.719579050506582 25.039088216821256 35.1830492644076 27.488236633202177 86.622742836651014 65.000412935987697 92.721931941172443 0.43152332617319089 25.313703520369025 0.86185683510848221 2.8323159739957182 166.16573260459154 44.463605819990335 1.0017001001106098 77.731092655645625 74.083077839997713 8.8921316496853233 3.4387087590148431 6.5128843487473196 12.536678928125182 13.052531198700308 98.470906335423933 25.995489509485196 0.15541541567654249 1719.2327793589211 19.842454975208966 54.49263363495993 17.202692599050351 1.88253830972826 116.50596192062949 27.390438302478287 130.68517543715279 284.46487627820898
leaf_count=51931 286731 5243 6675 27806 6674 44643 48582 28083 38076 30315 84896 63209 104475 297 29747 854 3267 207749 49243 951 75640 87101 9787 3710 6969 14568 13268 103948 27336 151 810992 17138 53158 16667 1663 113164 27611 106342 255533
internal_value=0 0.000523477 0.00956675 0.0170386 0.0215773 -8.13265e-05 -0.00192122 0.00347225 -0.00931428 -0.011515 0.00685831 0.00104229 -0.0145394 0.02916 -0.00213971 -0.00338648 -0.00837713 0.0036887 0.00926781 -0.00682761 -0.000881512 -0.00354419 0.000270479 -0.00980465 0.00759299 -0.0113399 -0.00021871 -0.00096207 -0.00770034 -0.0121741 5.97246e-05 0.00359941 0.00588677 0.0128914 0.0151208 0 0.00564218 0 0.00157868
internal_weight=0 945.367 63.032 41.9773 35.6315 882.335 648.919 233.416 198.113 155.393 178.623 450.806 120.21 29.5817 54.7932 21.0548 20.1929 237.679 131.086 29.7541 213.127 126.504 86.6232 28.7524 71.5133 17.3606 3074.13 1104.53 124.622 98.6263 1969.6 250.369 230.527 73.5779 56.3752 156.949 40.443 979.904 415.15
internal_count=2864193 1030491 65384 41452 34777 965107 716546 248561 221448 172866 186070 495098 134790 28103 62491 23932 23078 277927 134139 34408 217171 131744 85427 33457 70178 19811 1833702 780041 131435 104099 1053661 242669 225531 71488 54821 154043 40879 648606 361875
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=10609038 594 2 82 8388616 10 65924 8396810 640 8322 384 44 210 3168 4985361 5 1 12 6
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=40
num_cat=13
split_feature=2 1 0 0 3 1 3 3 3 3 0 0 3 1 3 3 3 3 1 2 3 0 3 2 3 1 2 0 1 0 9 0 0 9 9 3 3 3 0
split_gain=0.035599 0.370022 0.403537 0.401083 0.253231 0.210876 0.470899 0.277046 0.132985 0.933804 0.290162 0.327997 0.107128 0.248302 0.280305 0.122893 0.101574 0.0804339 0.693802 0.624727 0.241582 0.10212 0.0762582 0.0718673 0.392732 0.977891 0.390376 0.273001 0.175691 0.727997 0.732694 0.880325 0.654803 0.445267 0.362086 0.376746 0.253248 0.198961 0.181355
threshold=0 1 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 2 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 13.500000000000002 1.0000000180025095e-35 3 2.5000000000000004 11.500000000000002 6.5000000000000009 7.5000000000000009 4 5 16.500000000000004 9.5000000000000018 14.500000000000002 6 5.5000000000000009 7 8 13.500000000000002 9 5.5000000000000009 10 1.0000000180025095e-35 5.5000000000000009 11 12 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 107.50000000000001
decision_type=9 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 9 2 2 2 9 2 1 9 2 1 2 1 2 2 1 1 2 2 2 2
left_child=1 8 12 4 -4 7 -7 -5 10 -10 -1 -12 -3 15 -15 -14 -11 23 19 21 -20 -19 -21 24 -2 -26 -27 -28 29 30 31 -25 36 -31 35 -34 -30 -32 -35
right_child=17 2 3 5 -6 6 -8 -9 9 16 11 -13 13 14 -16 -17 -18 18 20 22 -22 -23 -24 28 25 26 27 -29 32 33 37 -33 34 38 -36 -37 -38 -39 -40
leaf_value=0.0089762225466114686 0 0 -0.011935164185668583 0.0083379754450078128 0 -0.0085592426963914219 0.0015779393713796965 0 -0.0099796298597975633 0.0072929753143685522 -0.0071928816906115349 0.0057160755916197212 0.0094991388898408996 0.0033990047146289248 -0.0072320064580710906 0 0 0.013965790140269019 -0.014199556133785868 -0.0052659095048889605 0 0 0 0 0.012354724652743912 0.0019415292921566058 -0.01147112943990999 0 -0.0053604584942817078 0 0 0.012205843978774214 0.0141604335103028 -0.013866834249426857 0 0 0 -0.0072637522309381645 0
leaf_weight=71.829735185798199 2793.6284914569515 38.306332271647989 42.658693218159897 29.05646517829155 3.0166826648055567 47.619013174800784 8.3878093284365587 2.0663707895437247 22.203206779151515 66.915825194540957 13.087213169012101 2.1587485420459407 34.825950890153763 12.551950847420814 14.194137531747399 0.65608466946286981 4.5844891922097295 13.830354531150077 25.917459842443353 14.322395188602973 1.1705480745004013 1.2813407859939605 2.1363326255523125 63.535093473779853 48.91738052169967 6.099626459996216 26.364515890105398 0.69771774645778251 325.86731847478586 6.4279377067869063 22.566662831231952 99.987940175669792 18.15829400380608 30.25004344194895 53.685574412840651 1.4140034032752726 26.045974598098837 21.741706339547818 0.33973441304988128
leaf_count=73500 1549986 35105 44253 30016 2737 52784 8662 2308 29650 114192 12582 1738 35947 15422 19116 403 7691 10241 25901 15152 1137 516 2331 86247 43624 5995 20476 258 354855 5334 22891 90507 17218 22408 49484 1241 27729 24027 519
internal_value=0 0.000817708 -0.000891924 -0.00483565 -0.010164 0 -0.00316422 0.00401674 0.00414502 0 0.00673024 0 0.00186518 0.00406687 0 0.00728726 0.00638576 -0.000119846 -0.00310876 0.00189359 -0.0106001 0.0105738 -0.00260744 0 0.000174157 0.00598601 -0.00174466 -0.00771144 -0.000942143 0.000286633 0.00376389 0.0070249 -0.0022585 -0.00766252 0.00352042 0.00906987 -0.00448819 -0.00278213 -0.0109005
internal_weight=0 414.119 233.339 132.805 45.6754 87.1297 56.0068 31.1228 180.779 93.7035 87.0757 15.246 100.534 62.2281 26.7461 35.482 71.5003 3604.39 58.6584 31.5704 27.088 15.1117 16.4587 3545.73 2875.71 82.0792 33.1619 27.0622 670.02 244.849 207.831 163.523 425.171 37.0177 73.2579 19.5723 351.913 44.3084 30.5898
internal_count=2864183 486106 246753 140760 46990 93770 61446 32324 239353 151533 87820 14320 105993 70888 34538 36350 121883 2378077 55278 28240 27038 10757 17483 2322799 1620339 70353 26729 20734 702460 251933 223672 176754 450527 28261 67943 18459 382584 46918 22927
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=10613252 140 546 67 61 265425 4719066 454 24 579 5 2 10
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=40
num_cat=23
split_feature=3 0 0 2 2 3 1 1 3 1 3 2 0 2 1 0 2 0 0 0 0 3 9 1 9 1 2 2 9 1 0 0 9 2 0 9 2 9 1
split_gain=0.029132 0.756131 0.698502 0.765629 0.604809 0.481543 0.413831 0.340073 0.290227 0.24125 0.172389 0.149662 0.15099 0.122159 0.377923 0.302549 0.116848 0.155475 0.110933 0.0735187 0.191145 0.419707 0.225659 0.255161 0.17067 2.22624 0.60754 0.288521 0.12369 0.121092 1.57767 1.316 0.10427 0.184298 0.0647946 0.0512067 0.105709 0.0471105 0.0401537
threshold=5.5000000000000009 7.5000000000000009 2.5000000000000004 0 1 9.5000000000000018 2 3 11.500000000000002 4 31.500000000000004 5 5.5000000000000009 6 7 1.0000000180025095e-35 8 6.5000000000000009 31.500000000000004 38.500000000000007 23.500000000000004 1.0000000180025095e-35 9 10 11 12 13 14 15 16 8.5000000000000018 8.5000000000000018 17 18 55.500000000000007 19 20 21 22
decision_type=2 2 2 9 9 2 1 1 2 1 2 9 2 9 1 2 9 2 2 2 2 2 1 1 1 1 9 9 1 1 2 2 1 9 2 1 9 1 1
left_child=13 2 3 8 5 9 11 35 37 -3 -9 12 -4 14 -1 -16 -8 -18 -17 20 24 22 23 -22 25 26 -15 -27 -21 31 -31 -26 38 -34 -11 36 -5 -2 -23
right_child=1 4 6 7 -6 -7 16 10 -10 34 -12 -13 -14 19 15 18 17 -19 -20 28 21 32 -24 -25 29 27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.00019957033416114026 0.011080108530462644 0 0.0098394889556069603 0.0051047157623722974 0 0 0 -0.009884206040812955 0 0.028869116363832617 0 -0.0016890838558622286 0 0.012210715356613687 0 -0.011488706858425096 -0.018824755489343686 0 0 0 0.01458234233451252 0.0031093195504615888 0 0 0 0 -0.00060655102594823194 -0.017566731292335824 -0.0062728410364648012 0.0003891326160933701 -0.010067763472393559 0.010165456670518595 0 -0.0082017497888327278 0 0 0 0 0
leaf_weight=51.800924243296322 54.488291028006643 1.4929570552194489 3.6776307865220588 23.718609035451664 3.4957760087709167 0.97515052164089944 0.92782351255300455 37.639547585858963 8.0209576539345999 7.9489665467408432 0.064888141350819661 8.7640854195196862 0.85263146378565569 32.654644233858562 34.794207521095814 43.413929546164582 20.464577971695697 1.7282396846276231 0.53093751464621064 3.6308659055212047 19.205139846191742 1.6999248723732305 3.3348967019410365 2.4201835513231371 1703.8957407699309 3.6137656333739869 3.259670816230936 42.343710947112413 8.9989242212468508 1633.4128057389316 125.25734061629919 107.72888851859898 2.4234418230480514 6.8241297157510399 0.098669659666484111 2.964475529035556 2.4105820098629946 5.4616416930221012 1.2226778776966969
leaf_count=53755 54975 764 3039 21453 3413 551 1053 39928 8660 3246 53 5108 667 14894 39140 47297 18808 1457 625 3396 2416 1295 1205 1346 1265668 4033 3740 34502 8632 1086121 57580 53362 3449 5752 121 3086 2650 5830 1298
internal_value=0 0.00113684 -0.000210802 0.00188193 0.0133386 0.0165752 -0.00982449 -0.00269374 0.00831493 0.0236519 -0.00740057 0 0.00552129 -5.84544e-05 -0.00269081 -0.00654555 -0.0129275 -0.0148435 -0.0107722 0 0.000108827 0.00539721 0.0105805 0.0116815 0 -0.0036687 0.00738894 -0.0152173 -0.00402648 0.0001356 -0.000342367 0.000758988 0 -0.00459864 0.0225959 0 0.0027827 0.0111232 0.000169724
internal_weight=0 185.196 171.184 134.769 14.0115 10.5157 36.415 66.7981 67.9709 9.54059 37.7044 13.2943 4.53026 3832.47 130.54 78.7391 23.1206 22.1928 43.9449 3701.93 3689.3 37.1304 24.9602 21.6253 3652.17 81.8718 35.9143 45.9575 12.6298 3570.29 1758.67 1811.62 12.1702 9.24757 8.04764 29.0937 26.1292 59.9499 2.9226
internal_count=2864368 174862 166767 136635 8095 4682 30132 67170 69465 4131 39981 8814 3706 2689506 140817 87062 21318 20265 47922 2548689 2536661 16761 4967 3762 2519900 57169 18634 38535 12028 2462731 1143701 1319030 11794 9201 3367 27189 24103 60805 2593
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=44735 8724950 37 194 34 8653224 26320896 612 2105344 9 58 8 20 2115962 136 6 419 12 262658 3 2097472 3 152
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=40
num_cat=15
split_feature=2 0 1 9 1 3 3 3 3 3 1 3 0 3 1 0 3 0 1 9 2 9 0 0 2 1 0 1 1 3 0 0 3 3 2 3 3 3 0
split_gain=0.0419456 0.699578 0.507282 0.50192 0.293943 0.749384 0.713639 0.285393 0.230619 0.207205 0.315206 0.425146 0.201401 0.170248 0.163154 0.157548 0.151569 0.100321 0.0909427 0.575469 0.507198 1.04161 0.895468 1.25469 0.506379 0.427912 0.45181 0.38508 0.338756 0.295719 0.228874 0.764372 1.37236 1.13422 0.266281 0.308487 0.175648 0.151636 1.26414
threshold=0 8.5000000000000018 1 2 3 3.5000000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 4 1.5000000000000002 3.5000000000000004 2.5000000000000004 5 37.500000000000007 11.500000000000002 7.5000000000000009 6 7 8 9 2.5000000000000004 5.5000000000000009 10 11 9.5000000000000018 12 13 4.5000000000000009 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 14 1.5000000000000002 4.5000000000000009 2.5000000000000004 1.5000000000000002
decision_type=9 2 1 1 1 2 2 2 2 2 1 2 2 2 1 2 2 2 1 1 9 1 2 2 9 1 2 1 1 2 2 2 2 2 9 2 2 2 2
left_child=1 4 -3 -4 5 6 12 9 15 -6 13 -12 -1 -11 16 -5 -9 -8 19 -2 21 25 28 27 36 26 -20 -24 -23 -25 34 33 -33 -32 -26 -36 37 -21 -39
right_child=18 2 3 8 7 -7 17 14 -10 10 11 -13 -14 -15 -16 -17 -18 -19 20 24 -22 22 23 29 30 -27 -28 -29 -30 -31 31 32 -34 -35 35 -37 -38 38 -40
leaf_value=0.0026015270587762609 -0.0089592625238379738 0 0 0.02257134210244853 0 -0.0049423070476634894 0.013471821722529035 0.0081471912039382307 0 -0.002544934038712724 0 -0.0091494792750799019 -0.0049703504419503471 0.0043578841419041362 0 0 0 0 0.012934795148353984 0.0013783932014502869 0 0 0 -0.012929420865142226 0 -0.0010148761026816 0 0.01407935778699768 -0.015686685300705574 0 0 0.004058915836561666 -0.012919762846018432 0.010381163649392478 -0.0078003678486565078 0 0 0.018390477315697495 0
leaf_weight=98.616904237296694 18.15510559053655 8.2212133839857398 4.008092654243228 23.013272307624003 144.87936681453721 34.160529095757738 56.347605425973597 28.233344330059481 0.49377247266238455 41.818113781549982 37.817423303633404 135.04129834385822 16.288981879079074 35.153104746039389 10.134870646375928 1.2205578940192925 3.9189392403641241 0.35516860244388126 29.312172574398577 203.63870568653874 1800.1018384802373 15.267861631004052 4.8110216463683173 18.226226404272897 474.18692362515139 31.717962204944342 1.918030114204156 16.969169813317425 79.760701547951612 1.8166311589593522 164.71595833922038 45.727579462050926 56.572142676115618 137.95765539281274 88.169365001776896 40.834567761252401 39.841605177185556 35.018775392876705 33.330792477572686
leaf_count=95200 13717 8250 4039 23065 153580 44617 67649 29185 531 52115 40954 150298 16759 48800 12102 1310 4214 402 30839 222973 990529 16666 6021 24123 258180 34564 2409 22113 82963 1836 46033 8740 24721 86922 91718 38100 39427 35119 33480
internal_value=0 0.000693917 0.0104752 0.0134422 0 0.00250295 0.00611209 -0.00171303 0.0173809 -0.00302688 -0.0046163 -0.00654395 0 0 0.00233005 0.0216553 0.00529639 0.0130068 -0.000146898 0.000354558 -0.000629864 -0.00495402 -0.0095588 0 0.00096299 0.00196716 0.00807664 0.0119885 -0.0144433 -0.0100999 0 0.00158244 -0.00386335 0.00450723 -0.00137637 -0.00478053 0.0042431 0.00523502 0.00974959
internal_weight=0 679.723 36.9569 28.7357 642.766 205.769 171.609 436.996 24.7276 394.709 249.83 172.859 114.906 76.9712 42.2872 24.2338 32.1523 56.7028 3338.05 1338.15 1999.9 199.8 136.852 41.823 1319.99 62.9482 31.2302 21.7802 95.0286 20.0429 1008.16 404.973 102.3 302.674 603.191 129.004 311.83 271.988 68.3496
internal_count=2864263 753070 37195 28945 715875 224627 180010 491248 24906 445747 292167 191252 111959 100915 45501 24375 33399 68051 2111193 899130 1212063 221534 153722 54093 885413 67812 33248 28134 99629 25959 554414 166416 33461 132955 387998 129818 330999 291572 68599
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=10601228 578 2 52 776 387 323 8 1581187 6 534691 532 544 32 4198464
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=40
num_cat=19
split_feature=2 0 3 1 3 0 9 0 2 1 2 9 2 3 3 2 0 3 0 3 3 3 3 1 3 1 9 1 0 1 2 2 0 1 1 3 0 0 2
split_gain=0.0392314 0.47101 0.972961 1.01745 0.806569 0.493615 0.329135 0.32764 0.285589 0.250086 0.383049 0.282091 0.212542 0.206432 0.264488 0.189055 0.563531 0.513257 0.565857 0.472484 0.396747 0.231256 0.269521 0.207268 0.202324 0.188928 0.174767 0.174706 0.112248 0.11032 0.478805 0.346579 0.961432 0.859022 0.558806 0.44989 0.37808 0.732824 0.405382
threshold=0 8.5000000000000018 1.0000000180025095e-35 1 5.5000000000000009 21.500000000000004 2 13.500000000000002 3 4 5 6 7 5.5000000000000009 2.5000000000000004 8 2.5000000000000004 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 9 3.5000000000000004 10 11 12 37.500000000000007 13 14 15 1.5000000000000002 16 17 1.0000000180025095e-35 7.5000000000000009 16.500000000000004 18
decision_type=9 2 2 1 2 2 1 2 9 1 9 1 9 2 2 9 2 2 2 2 2 2 2 1 2 1 1 1 2 1 9 9 2 1 1 2 2 2 9
left_child=1 9 7 5 12 6 -4 -3 -8 10 11 -1 -5 14 -13 21 19 -18 -19 23 -21 22 25 -17 27 -11 -24 -23 -9 30 -2 32 33 -31 -34 36 -33 38 -38
right_child=29 2 3 4 -6 -7 8 28 -10 15 -12 13 -14 -15 -16 16 17 18 -20 20 -22 24 26 -25 -26 -27 -28 -29 -30 31 -32 35 34 -35 -36 -37 37 -39 -40
leaf_value=0 0 0 0 0 0 0 0 0.022317650597613571 0.017722329105019259 0.0045240710737000679 0 0.0013269036478333884 -0.016514542502775256 0 0.014654254105833417 0 0 -0.018822272687119557 0 0.0057794616130733027 -0.0006893493876413716 0 0 -0.0083097255189247387 0 -0.0012624551712002892 -0.0068704361032882735 0.0088561091955588686 0 0 -0.0048807213332441408 -0.0026839301006512254 0.0034832777695088524 0.014194444972302253 -0.0074027134850755301 0.0018285710263644284 0.011740989525748938 -0.0042503287868747974 0
leaf_weight=4.5698685322568053 1245.1839818534136 10.811292464466534 3.6232330796483438 0.57703054643934593 1.226379855768754 4.0203691369679282 2.4722328502102755 8.4146257373795361 17.735984389859379 46.078510224280762 210.87390176500776 119.97332208268563 24.672214230660764 9.0979787044634559 31.044436715397751 57.984154530706292 52.903930976404808 25.411976255069025 1.4840798420773342 124.0592856910589 68.642662257087068 3.3269158989278367 1.3409320040518651 40.696145704503579 51.289077571149392 39.992125920514809 60.908598673180677 33.473318718839437 1.1325125151197415 20.809464407619089 206.92601390156779 737.77942004266515 32.441368028907164 68.551850040792488 47.427202566468623 536.85981691489724 43.146114864968695 13.620068572607122 7.033121599815785
leaf_count=5519 567073 10425 3554 609 1361 5017 2849 7979 16064 44314 216094 120511 28778 8785 29849 52844 59255 26289 1409 116815 63153 4067 1589 35735 53928 44651 66024 36642 1313 26758 273380 344613 31702 80572 52883 410336 4060 2924 4831
internal_value=0 0.000515901 0.00691444 0 -0.00975567 0.0075305 0.0132488 0.0171054 0.0145467 0 0.00175755 0.00501398 -0.0167564 0.00641337 0.00769848 -0.00137098 -0.00275763 -0.00897279 -0.0156711 0 0.00234565 0 -0.00134022 -0.00521492 0.00410741 0 -0.00571739 0.0077532 0.0213408 -0.000182691 -0.000853422 0.000274844 0.00413038 0.0105483 -0.000863442 -0.000100717 -0.00177419 0.0030415 0.00961209
internal_weight=0 1057.84 74.6859 54.3274 26.4756 27.8518 23.8315 20.3584 20.2082 983.151 375.56 164.686 25.2492 160.116 151.018 607.592 371.182 79.8 26.8961 291.382 192.702 236.409 148.32 98.6803 88.0893 86.0706 62.2495 36.8002 9.54714 2959.78 1452.11 1507.67 169.23 89.3613 79.8686 1338.44 801.579 63.7993 50.1792
internal_count=2864554 1065422 77949 58232 30748 27484 22467 19717 18913 987473 380758 164664 29387 159145 150360 606715 355500 86953 27698 268547 179968 251215 156578 88579 94637 88965 67613 40709 9292 1799132 840453 958679 191915 107330 84585 766764 356428 11815 8891
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=11117342 285 2 2687488 108 8913426 8 65536 2662412 129 274 8 16 108 20976736 18561 128 130 64
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=33
num_cat=21
split_feature=3 2 0 1 2 12 3 0 2 1 9 1 0 2 0 1 2 3 2 9 2 0 1 2 2 3 3 9 2 11 1 3
split_gain=0.0303883 0.557521 0.298196 0.203749 0.118551 0.0681093 0.680663 0.112144 0.546722 1.35587 0.878287 1.01125 0.617573 0.377856 0.286692 0.240806 2.19049 0.807794 0.608556 0.495529 0.305418 0.0749302 0.0542828 0.0396844 0.0327 0.0282821 0.0179253 0.0146736 0.0118043 0.0109134 0.00634587 0.00268834
threshold=9.5000000000000018 0 5.5000000000000009 1 2 3 1.0000000180025095e-35 4.5000000000000009 4 5 6 7 32.500000000000007 8 7.5000000000000009 9 10 2.5000000000000004 11 12 13 3.5000000000000004 14 15 16 7.5000000000000009 36.000000000000007 17 18 19 20 3.5000000000000004
decision_type=2 9 2 1 9 1 2 2 9 1 1 1 2 9 2 1 9 2 9 1 9 2 1 9 9 2 2 1 9 9 1 2
left_child=4 2 26 28 25 7 21 15 9 14 11 -10 -11 -12 -9 16 17 -6 19 -17 -20 22 -7 -8 -24 27 29 -1 -3 -2 -25 -18
right_child=1 3 -4 -5 5 6 23 8 10 12 13 -13 -14 -15 -16 18 31 -19 20 -21 -22 -23 24 30 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0 0.015734156359233625 0.001632944725444666 0 -0.0064692092451959591 -0.0005286161609292532 0 0 0 0 0.015606445564778105 0.0030172287075900996 -0.014232566681271017 0 -0.0026158229714617664 -0.0090168526718913435 0.0092719870562922874 -0.011285417236429611 0.0068990290034213466 -0.0031776064927686171 0 0.00011926294902823916 0 0.0073464597169252887 0 0 0 0 -0.0059075473144692831 0 0 -0.013432332219400593 0
leaf_weight=0.59340077169326833 11.463602810574228 4.2688359245657921 0.98180462492746379 14.506873944512337 445.78991390756346 0.74083509400952607 0.24454157068976201 17.229601117578568 44.941057104500942 83.21676171762374 447.22241242988821 49.358368033455918 2.9036607708549118 70.727640610675735 17.241566729906481 91.731768111298152 161.58269345972076 154.16813146912318 269.5944585316829 207.62648917129991 1840.9818147614551 0.9240020137222017 2.849955724508618 3.5272878661635332 0.57160022191237958 0.78348437002569049 0.053360745165265011 14.186270842772496 1.300633873324841 0.032229433563766174 11.979000332568825 45.395278941097786
leaf_count=1052 11207 3204 908 14604 371986 1015 291 18966 22063 80864 154686 24634 3358 56602 18336 90438 178513 152260 258574 212697 1090155 1307 3662 3029 571 418 48 21789 1651 48 13779 51890
internal_value=0 0.00215566 0.0103829 -0.00183868 -5.67942e-05 0 -0.00362908 5.38862e-05 0.00119254 0.00638747 0 -0.00741978 0.0124989 0.00157795 -0.0033649 -0.000121738 -0.00163441 0.00112362 0.000281222 0.00426809 -0.000213635 0.00259465 0.00537102 -0.0125796 0.00593277 -0.00464428 0.0154956 -0.00624126 0 0.0156442 -0.0117296 -0.00973088
internal_weight=0 32.6073 12.531 20.0763 3986.11 3970.55 20.8372 3949.71 732.841 120.592 612.249 94.2994 86.1204 517.95 34.4712 3216.87 806.936 599.958 2409.93 299.358 2110.58 5.08639 4.16239 15.7508 3.42156 15.5632 11.5492 14.7797 5.56947 11.4958 15.5063 206.978
internal_count=2864605 31670 12211 19459 2832935 2809676 23654 2786022 379509 121524 257985 46697 84222 211288 37302 2406513 754649 524246 1651864 303135 1348729 6555 5248 17099 4233 23259 11303 22841 4855 11255 16808 230403
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=10783285 52 17858561 1 2949292 554 2 601 8389458 208 10513730 5051028 6 2098178 288 32 8938080 8 1472 1 2
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=40
num_cat=20
split_feature=2 0 0 1 1 1 3 0 2 2 3 2 2 0 2 0 3 0 3 3 3 3 2 9 9 1 3 2 1 0 2 1 3 2 1 0 0 2 3
split_gain=0.0302767 0.545326 1.11032 0.865067 0.852503 0.790643 0.416761 0.450223 1.09192 0.838542 0.390598 0.815221 0.317719 0.292307 0.255103 0.865739 0.811489 0.422694 0.520216 0.237324 0.147224 0.146188 0.142372 0.215004 0.129218 0.837461 1.23047 0.744544 0.721028 0.448568 0.346168 0.284628 0.455267 1.01156 0.985859 0.683196 1.29025 2.0723 0.997774
threshold=0 8.5000000000000018 3.5000000000000004 1 2 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 3.5000000000000004 6 7 37.500000000000007 8 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.5000000000000002 7.5000000000000009 7.5000000000000009 5.5000000000000009 9 10 11 12 1.0000000180025095e-35 13 14 23.500000000000004 15 16 2.5000000000000004 17 18 10.500000000000002 2.5000000000000004 19 1.0000000180025095e-35
decision_type=9 2 2 1 1 1 2 2 9 9 2 9 9 2 9 2 2 2 2 2 2 2 9 1 1 1 2 9 1 2 9 1 2 9 1 2 2 9 2
left_child=1 2 5 21 -4 14 7 8 -7 -9 12 -12 -8 20 15 16 -1 19 -19 -16 -5 22 -3 -24 31 26 30 28 -27 -29 -26 -2 35 34 -34 36 -33 -38 -37
right_child=24 3 4 13 -6 6 10 9 -10 -11 11 -13 -14 -15 17 -17 -18 18 -20 -21 -22 -23 23 -25 25 27 -28 29 -30 -31 -32 32 33 -35 -36 38 37 -39 -40
leaf_value=0.013943360654790522 -0.0025952939662382199 0 0 0.019081392716077349 -0.013858858813009887 0.0095158007372957779 -0.0059828658861545737 -0.00082785621711331146 -0.0072743527712519768 0.014566827410633615 -0.0034854326195314709 0.0091207151213628292 1.2333409588645991e-05 0 -0.0098391348507908885 -0.0074861447149939774 -0.00059242594680463864 -0.004754601491542252 0.01014637830223639 0 0 0 0 -0.010585444073504893 0 0.0018885435369147708 0.014227589044457112 -0.016947437516362348 -0.0078916496146179023 0 -0.0091363626055020793 -0.001117936236086839 0 0 0.014418553980745734 0 0.00015356431371167938 0.014090803436337833 -0.014873999012281687
leaf_weight=38.444679479118349 304.59701406637032 1.6521782719646578 30.424327637498209 27.926918193072204 56.315229018771788 33.956203539237322 62.094205437111668 6.3818968670966569 39.794774027170206 74.307121587582515 18.019935924376114 91.01461308450962 107.95400130031885 1.6860969328408817 88.65268000512151 31.596929670173267 8.217637019690299 14.09027737809811 10.849816431051293 1.8020044994191255 0.35933539307734363 0.85905131517211053 1.4928972528796292 11.435029109561578 23.403345207421808 177.1226723721993 40.882564152081613 44.614909197473025 64.074136700372037 2.8044656964193555 8.4203415314259491 1455.2046842030941 24.979228944910574 307.06845790374791 85.706494200378074 82.642269900854444 471.04124962477363 121.09261969395448 44.952990509540541
leaf_count=40045 294572 1648 34717 29988 63287 29854 63037 6410 31307 79182 42258 93976 136788 1911 78001 29669 7076 13442 12860 2044 376 734 1575 11567 13570 66714 42516 48408 51377 2478 10022 890869 27088 262311 68318 17337 112516 111498 33023
internal_value=0 0.00054766 0 0.00869096 -0.00924329 0.00131079 0.00387251 0.00786159 0 0.0119858 0.000270902 0.00498238 -0.00154458 0.0143006 -0.00287735 0 0.00824013 -0.00542417 0 -0.00869816 0.0183466 -0.000816141 -0.00581402 -0.00744114 -0.000138225 -0.00183775 0.00460585 -0.00473694 -0.000395705 -0.013102 -0.00306323 0 0.000446658 0.00336812 0.0100419 -1.45946e-05 0.000331211 0.00425697 -0.00647366
internal_weight=0 759.328 713.916 45.4115 86.7396 627.177 433.523 154.44 73.751 80.689 279.083 109.035 170.048 29.9724 193.654 78.2592 46.6623 115.395 24.9401 90.4547 28.2863 15.4392 14.5801 12.9279 3258.61 361.322 72.7063 288.616 241.197 47.4194 31.8237 2897.29 2592.69 417.754 110.686 2174.93 2047.34 592.134 127.595
internal_count=2864369 811752 763953 47799 98004 665949 482812 146753 61161 85592 336059 136234 199825 32275 183137 76790 47121 106347 26302 80045 30364 15524 14790 13142 2052617 235085 66108 168977 118091 50886 23592 1817532 1522960 357717 95406 1165243 1114883 224014 50360
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=10609044 579 97 49 24720 8320 8404996 2162944 8503552 65668 12 3 672 790633 15 525384 640 787970 258 1055296
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=40
num_cat=15
split_feature=2 1 0 0 0 1 3 1 3 0 9 3 0 9 9 0 0 3 0 0 2 2 3 3 1 1 1 3 0 3 3 0 0 2 1 3 3 0 2
split_gain=0.0239105 0.181148 0.587183 0.203184 0.30447 0.533686 0.429988 0.253643 0.219669 0.166459 0.206269 0.129999 0.19244 0.299272 0.125902 0.0964114 0.106002 0.095844 0.951161 0.698396 0.706896 0.586786 0.511472 0.436695 0.404989 0.395267 0.36461 0.170455 0.143001 0.110837 0.120164 0.098374 0.270139 0.819005 1.37908 0.289208 0.22963 0.151903 1.99409
threshold=0 1 1.5000000000000002 1.5000000000000002 3.5000000000000004 2 7.5000000000000009 3 8.5000000000000018 4.5000000000000009 4 3.5000000000000004 9.5000000000000018 5 6 27.500000000000004 9.5000000000000018 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 7 8 12.500000000000002 9.5000000000000018 9 10 11 14.500000000000002 5.5000000000000009 7.5000000000000009 12.500000000000002 38.500000000000007 16.500000000000004 12 13 2.5000000000000004 3.5000000000000004 6.5000000000000009 14
decision_type=9 1 2 2 2 1 2 1 2 2 1 2 2 1 1 2 2 2 2 2 9 9 2 2 1 1 1 2 2 2 2 2 2 9 1 2 2 2 9
left_child=1 3 14 7 5 -5 -7 -1 -9 -4 -11 12 13 -6 -3 16 -12 31 19 21 24 25 -22 26 28 -19 -20 -27 -21 -23 -31 32 37 36 35 -35 -34 -2 -39
right_child=17 2 9 4 11 6 -8 8 -10 10 15 -13 -14 -15 -16 -17 -18 18 23 20 22 29 -24 -25 -26 27 -28 -29 -30 30 -32 -33 33 34 -36 -37 -38 38 -40
leaf_value=0 4.0301962036974896e-05 0 0.0040200736877295164 0 0.0095065627570712838 -0.017266168722933264 0 0.0087323604581793397 0 0.00098895374930156577 0 0 0 0 -0.0083559560888276617 0 -0.010216665442373396 0 0 0.013122752701246229 -0.013496694273559219 0 0 0 -0.0012319771147860589 0.016402858255007032 0.019356734745881746 0 0 -0.0080250795861247348 0 -0.0050306017267340401 0.019374705223046223 0.011353263694460864 -0.01190455859450981 0 0 0.0015553640040222466 -0.013946139926855157
leaf_weight=20.095131479873089 3057.9379010296834 9.1849038001309964 67.045393524094834 17.439724313597253 29.325000572382123 18.324576637729482 0.69448802603437698 64.700080612175952 2.2879281005152725 2.57593824135256 31.619379757146817 8.565843630130983 14.290219865972174 4.0326225877215611 91.997520189841453 3.3090003410179625 12.303272891876984 12.450680407098842 1.7314624157734215 8.8871083931589929 66.927248256783059 10.436279052912143 3.1122531996807075 1.1530173815845035 5.5571776101423884 33.55083714765351 9.3460243614972534 0.49445276890764844 0.54525389772607091 6.9615740704757609 2.1803036938072182 8.872310617414767 11.875538035972564 31.421050419929088 26.727155161715928 1.3439032647147531 0.56499938829802054 252.78067497427037 66.813929064810509
leaf_count=19254 2119463 9749 71012 14341 23597 16905 761 78496 2429 2545 30903 7703 13462 4432 102081 2730 11254 11462 1000 8818 56557 12629 2568 734 6048 35524 4458 508 557 8170 2383 8273 11556 4042 13914 460 540 78235 64731
internal_value=0 -0.000729667 -0.00278731 0.000454066 -0.000703977 -0.00678263 -0.011926 0.00415211 0.0065249 1.68163e-05 -0.00109839 0.00074706 0.00416675 0.00718689 -0.00778835 -0.00492672 -0.00673746 4.05438e-05 0.00223353 0 -0.00626387 0.00507113 -0.0101792 0.0157502 0.00181104 0.00978399 0.019009 0.0134098 0.00921893 -0.000991503 -0.00548771 0 0 0.00512107 0 0.0077179 0.0143928 -9.09196e-05 -0.00210032
internal_weight=0 397.791 218.035 179.756 92.6725 36.4588 19.0191 87.0831 66.988 116.853 49.8076 56.2137 47.6478 33.3576 101.182 47.2317 43.9227 3621.67 163.334 151.103 85.029 66.0741 70.0395 12.2305 14.9895 46.496 11.0775 34.0453 9.43236 19.5782 9.14188 3458.34 3449.47 71.9326 59.4921 32.765 12.4405 3377.53 319.595
internal_count=2864284 411654 230274 181380 81201 32007 17666 100179 80925 118444 47432 49194 41491 28029 111830 44887 42157 2452630 151416 145224 74548 70676 59125 6192 15423 47494 5458 36032 9375 23182 10553 2301214 2292941 30512 18416 4502 12096 2262429 142966
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=22545441 101 33 1 8 3 4 2140172 306128 465 537 34 10748700 11 66254
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=34
num_cat=20
split_feature=3 2 0 1 2 3 1 9 2 2 3 9 1 1 1 1 0 9 0 3 2 0 9 9 0 3 3 0 9 2 0 11 2
split_gain=0.0275947 0.502283 0.272532 0.171199 0.108148 0.0747627 0.43881 0.272876 0.229554 0.114604 0.344464 0.246393 2.63888 1.03917 0.198871 0.113483 0.631575 0.508528 0.423241 0.177044 0.33977 0.234544 0.0512056 0.0415825 0.038234 0.0261696 0.0182757 0.0178474 0.0158543 0.0143166 0.0434552 0.00956609 0.00817769
threshold=9.5000000000000018 0 5.5000000000000009 1 2 7.5000000000000009 3 4 5 6 5.5000000000000009 7 8 9 10 11 14.500000000000002 12 10.500000000000002 3.5000000000000004 13 2.5000000000000004 14 15 7.5000000000000009 7.5000000000000009 36.000000000000007 19.500000000000004 16 17 1.0000000180025095e-35 18 19
decision_type=2 9 2 1 9 2 1 1 9 9 2 1 1 1 1 1 2 1 2 2 9 2 1 1 2 2 2 2 1 9 2 9 9
left_child=4 2 26 29 25 9 8 -8 23 10 11 13 -13 -6 24 19 18 -18 -17 21 -21 -11 -16 -7 -12 28 31 -25 -1 30 -3 -2 -5
right_child=1 3 -4 32 5 6 7 -9 -10 15 14 12 -14 -15 22 16 17 -19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.015177850886355995 0.0043490485918731723 0 0 -0.0019614177735443614 0 0 -0.012630388295402892 -0.00026505400758271871 0.0010727080782666901 -0.0028587264501371396 0.0066426946975334704 -0.012953875090244878 0.0051344537143554834 0 -0.00067702286746577195 0 -0.013476414495499365 0.0072351106552178638 0 0.006844407064590702 -0.0017190820634766712 0.010041764420557901 0.010732394072530415 0.00081921159641287734 0 0 0 -0.0056941127586947939 0 0 0 -0.0068817007835991432
leaf_weight=0.58941853434225777 10.795704786578424 2.5806318087124964 0.93285140366060737 1.6421513962268364 339.21942965448761 0.6412148242816329 0.28579545277170837 16.05894219889888 8.1196937087806891 763.61062330284039 14.259809251721887 90.304119351716508 90.937489536423527 345.12996629523514 0.72349518909322796 1618.9710340407619 6.632893717935076 27.928035378572531 37.626433805402485 32.614978047262412 74.92777477105119 454.64171629740304 39.035773169431195 7.8997645088456903 0.74711480340920466 0.79049036432115904 0.056559679942439156 0.079746886214706936 14.063699855876616 1.5856572284828852 4.5859203891013749 0.029356251819986023 10.45895666074648
leaf_count=1062 10092 2499 844 1241 353112 660 323 16331 8112 518562 15668 95302 106167 376185 938 960818 4374 15286 14420 34078 60644 179196 42252 6485 685 427 44 85 21804 1908 3647 44 11465
internal_value=0 0.00205688 0.00997946 -0.00144907 -5.18972e-05 0 -0.00340534 -0.00952439 0.000384614 6.36469e-05 0.00106521 0.00011506 -0.00239818 0.00128891 0.00731353 -0.000153905 -0.000757485 -0.010598 -0.000193945 0.000395994 0.00380007 0 0.00904319 0.00688138 0 -0.00443859 0.0149356 0.00831131 -0.0059754 0 0.00174222 0.015095 -0.00598279
internal_weight=0 32.6678 11.8145 20.8533 3985.84 3970.4 33.0852 16.3447 16.7404 3937.31 920.357 865.591 181.242 684.349 54.7662 3016.95 1691.16 34.5609 1656.6 1325.8 107.543 1218.25 39.7593 8.62073 15.0069 15.4436 10.8816 7.97951 14.6531 8.75221 7.16655 10.8251 12.1011
internal_count=2864760 31784 11024 20760 2832976 2809683 31996 16654 15342 2777687 990309 930766 201469 729297 59543 1787378 994898 19660 975238 792480 94722 697758 43190 7230 16353 23293 10180 6570 22866 8054 6146 10136 12706
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=10782773 180 1081345 99 8 2435808 13128094 5 277 23 656 666 12 3104 8 4 8 1984 1 2
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=40
num_cat=17
split_feature=2 1 9 0 3 3 0 1 1 3 1 9 0 3 3 3 3 3 3 2 1 9 1 2 2 9 2 0 0 3 1 3 3 0 0 3 3 3 9
split_gain=0.0289463 0.576437 0.516779 0.84027 1.22425 1.02466 1.91508 0.719888 0.390758 0.454455 0.353579 0.349584 0.317878 0.265077 0.401991 0.486993 0.203263 0.17198 0.161741 0.291024 0.136891 0.127718 0.115668 0.526169 0.265159 0.591015 0.256239 0.725965 0.554278 0.731851 0.349951 0.295799 0.221748 0.216558 1.23333 0.821182 0.125208 0.112335 0.105258
threshold=0 1 2 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 3 4 2.5000000000000004 5 6 18.500000000000004 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 7 8 9 10 11 12 13 14 1.5000000000000002 31.500000000000004 1.5000000000000002 15 4.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 16
decision_type=9 1 1 2 2 2 2 1 1 2 1 1 2 2 2 2 2 2 2 9 1 1 1 9 9 1 9 2 2 2 1 2 2 2 2 2 2 2 1
left_child=1 11 8 4 10 7 -7 -5 9 -3 -4 12 17 14 -10 -16 -11 -1 22 20 38 -22 23 37 25 36 -24 30 29 -29 32 -32 -28 35 -35 -26 -25 -2 -20
right_child=18 2 3 5 -6 6 -8 -9 13 16 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 26 24 33 -27 27 28 -30 -31 31 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0 -0.0063456496450521958 0.0044707293265630523 0.0040058479287621114 0.013537522770274885 0.017689877912390104 -0.018608448033034415 0.006387784901701412 -0.00084526126037232714 0 -0.0070576112319865776 -0.0061254343513958941 0 0 0 -0.017745457007300663 0 0 0.014660432146860325 0.0071821601876774308 -0.0083751391614513681 0 -0.0051046527523847304 0 0.0092625026194337046 -0.0032579648543251752 -0.0014197003701602652 -0.0076565953909559746 -0.015147067894825117 0 0 0.0058134951979867799 0 0 0.010597473126541246 -0.0014112794868611968 0.0033144072105763807 0 0 0
leaf_weight=35.379546484356979 78.835767017255421 95.357654554391047 23.444904904070427 11.077338527160462 40.510751187066489 44.905061314711929 9.4696248472173448 13.433102239228903 88.459248505227151 51.743031585618155 27.101290777100076 36.211354179482441 1.4219146504474327 2.0397048708691718 31.977949938191159 63.487724599734065 1.3458098601840891 42.360281753171876 10.338464866057619 25.465066999546252 5.0635498972551432 14.778957836606429 1869.8833531156961 126.44461090390178 398.43545562687359 19.839457495581883 37.132156453473726 71.292640771382139 2.1275092558644237 46.991034474152912 120.23590020905795 13.830901864446785 2.3128583802463245 98.552767623252294 143.84898936607351 303.56052706440096 2.5772052321408401 6.2130136342457254 1.0847270461090364
leaf_count=37286 81807 102953 23405 13010 41859 46806 9298 11575 86439 57349 27352 37599 1338 1151 33706 58922 1442 43124 7926 28212 4811 14253 952775 135073 213505 21511 39054 81624 2599 60785 161973 24131 2386 47766 63619 275780 3000 6414 1032
internal_value=0 0.000584499 -0.000493499 0.00283414 0.00900777 -0.00179499 -0.00997626 0.00635283 -0.00310793 0 0 0.00614165 0.00905 -0.00580834 -0.00704817 -0.0108047 -0.00495376 0.0113308 -0.000136501 -0.00440336 0 -0.00144596 0 0.000755606 0.00161737 0.00532767 -0.000457418 -0.00301011 -0.00830674 -0.010362 0 0.00338774 -0.00434781 0.000535061 0.00299919 0 0.00823056 -0.00489683 0.00491806
internal_weight=0 619.726 504.353 169.942 91.0569 78.8851 54.3747 24.5104 334.411 148.446 50.5462 115.373 79.1617 185.965 183.925 95.4657 53.0888 77.7398 3398.84 56.7308 31.2657 19.8425 3342.11 1178.31 1093.26 148.861 2163.81 293.923 120.411 118.284 173.512 134.067 39.445 944.398 242.402 701.996 129.022 85.0488 11.4232
internal_count=2864650 634614 515267 173305 92616 80689 56104 24585 341962 161744 50757 119347 81748 180218 179067 92628 58791 80410 2230036 56234 28022 19064 2173802 848475 760254 159584 1325327 372552 145008 142409 227544 186104 41440 600670 111385 489285 138073 88221 8958
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=8755220 524 1 352 448 257 1 2098785 37 10 402 5768704 2121864 3 4720458 33 3
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=40
num_cat=23
split_feature=3 2 0 1 2 5 5 2 0 0 1 3 1 2 2 3 1 7 0 1 0 1 1 2 3 1 3 3 3 1 1 0 2 0 3 3 2 11 2
split_gain=0.0442897 0.51725 0.282096 0.171437 0.115673 0.161409 0.108862 3.31064 1.54433 2.14839 1.8939 1.89231 1.35416 1.09855 0.546899 0.432772 0.946168 0.517067 0.426804 1.02583 0.942406 1.04949 0.796675 0.424348 0.387876 0.357841 0.389626 0.27036 0.791715 0.151208 0.106417 0.552711 0.455012 0.0730858 0.0607024 0.0170416 0.0120886 0.0118659 0.0111337
threshold=9.5000000000000018 0 5.5000000000000009 1 2 3 4 5 2.5000000000000004 11.500000000000002 6 3.5000000000000004 7 8 9 1.5000000000000002 10 11 5.5000000000000009 12 3.5000000000000004 13 14 15 6.5000000000000009 16 6.5000000000000009 1.5000000000000002 3.5000000000000004 17 18 6.5000000000000009 19 10.500000000000002 7.5000000000000009 36.000000000000007 20 21 22
decision_type=2 9 2 1 9 1 1 9 2 2 1 2 1 9 9 2 1 1 2 1 2 1 1 9 2 1 2 2 2 1 1 2 9 2 2 2 9 9 9
left_child=4 2 35 38 5 34 13 25 10 12 14 -12 -10 15 -9 30 23 -18 20 33 21 -15 -22 -17 -21 27 -27 -8 -29 -11 31 -6 -32 -20 -1 37 -5 -2 -3
right_child=1 3 -4 36 6 -7 7 8 9 29 11 -13 -14 18 -16 16 17 -19 19 24 22 -23 -24 -25 -26 26 -28 28 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0092242581646488353 0.015434741801235755 0.001585515367167464 0 0 -0.0018565678327026559 0 -0.0078966474270221066 0 0 0 -9.7739437364825631e-06 0.017122742739402858 0.022214323041999322 0.007162420158515927 -0.011736068258048174 0 -0.0067556667173692591 0.00055960494424010527 -0.0036801556474268388 0.016314398741186564 0.0022921956208691711 0 -0.010626151224823015 0.0083006066268413344 0 -0.019023306162725212 0 0.010432018354826539 -0.0052720087115986636 -0.0065335155706061831 0.0068101347762823759 0.0044238696496439458 0 0 0 0 -0.0068457932815577634 0 0
leaf_weight=12.948471751165924 11.570417692244517 4.2894711033295607 0.94648455537390042 3.6899918908457039 907.44608138841431 1.9063311269564991 12.341256592026182 22.050346808282484 15.71845052018034 2.4130447639690829 130.97456977262482 56.207993570977123 68.781699905808637 315.39239601937334 99.2938154289659 78.596009916742332 394.88253355814959 27.564986124642019 23.963566329475725 75.682298818079289 17.662995884369593 310.82871183076895 62.884161159294308 40.261533320248418 1.1450153143669002 86.059253068862745 4.3385545355267814 30.662132001663849 19.607592514279531 17.762535445421239 68.571468589441793 117.41339901369065 948.48652342464629 13.963309671540626 0.68270325531193599 0.051819945481839436 10.4372724002169 0.035786660970184125 1.3088593220454638
leaf_count=20229 11376 3201 891 3175 333206 2781 14118 20715 16721 3296 141319 59673 68933 326555 109034 36145 342174 18968 27391 78777 20293 345249 72980 31569 1189 110790 4537 32794 22644 19948 67233 19672 447404 16009 379 46 11210 49 1649
internal_value=0 0.00260955 0.010227 -0.00126127 -6.77634e-05 -0.00460001 0 -0.00125143 0.00299825 0.0120666 0 0.00517004 0.0187233 0.000212365 -0.00893006 -0.000715175 -0.00315161 -0.00548852 0.0033725 0.00907284 0.00175381 0.00343366 -0.00598014 0.0027548 0.0137768 -0.0124602 -0.0164257 0 0.000888216 -0.00435954 0 -0.00074028 0.000674289 0 -0.00835721 0.0151918 -0.00581216 0.0153354 0
internal_weight=0 32.3301 12.6045 19.7256 3986.49 15.5375 3970.96 566.211 413.202 104.676 308.527 187.183 84.5002 3404.74 121.344 2583.22 541.305 422.448 821.522 114.754 706.768 626.221 80.5472 118.858 76.8273 153.009 90.3978 62.611 50.2697 20.1756 2041.92 1024.86 1017.06 37.9269 13.6312 11.658 14.1273 11.6062 5.59833
internal_count=2864322 31597 12362 19235 2832725 23389 2809336 624522 439639 108898 330741 200992 85654 2184814 129749 1296371 428856 361142 888443 123366 765077 671804 93273 67714 79966 184883 115327 69556 55438 23244 867515 352878 514637 43400 20608 11471 14385 11425 4850
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=10783285 52 17858561 2 2 2648116 41 896 4458434 12584448 9 1 586 551 65 4195392 385 32 533 262400 258 1 1472
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=40
num_cat=17
split_feature=2 9 1 3 3 0 3 1 3 0 1 5 3 0 0 3 3 3 0 3 0 3 0 1 1 2 0 2 2 2 2 1 0 9 0 2 0 3 2
split_gain=0.0274178 0.304683 0.63122 1.43206 0.235653 0.219021 0.208258 0.271142 0.286 0.279209 0.189426 0.53791 0.199466 0.37399 0.121987 0.123456 0.115842 0.11024 0.224041 0.26458 0.0885742 0.753077 1.5733 1.46261 0.569856 1.406 0.540151 0.545754 0.239673 0.22015 0.173783 0.116469 0.472279 0.607542 0.619823 0.457151 0.69046 0.306009 0.200165
threshold=0 1 2 1.0000000180025095e-35 16.500000000000004 47.500000000000007 9.5000000000000018 3 14.500000000000002 7.5000000000000009 4 5 7.5000000000000009 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 9.5000000000000018 1.5000000000000002 14.500000000000002 6 7 8 14.500000000000002 9 10 11 12 13 5.5000000000000009 14 7.5000000000000009 15 1.0000000180025095e-35 7.5000000000000009 16
decision_type=9 1 1 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 1 9 2 9 9 9 9 1 2 1 2 9 2 2 9
left_child=1 10 17 -4 5 -5 20 -8 9 -9 14 -12 13 -13 15 -1 -17 -3 19 -19 31 24 23 -23 26 -26 30 -28 -24 -25 -22 32 35 -34 -35 -2 -37 38 -33
right_child=6 2 3 4 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 -21 21 22 28 29 25 -27 27 -29 -30 -31 -32 37 33 34 -36 36 -38 -39 -40
leaf_value=0 0.0011888815884384962 0 0.00027810113205349997 -0.016738901092328836 0 0 0 0.016370479074025421 0 0 0.00025731464284481034 0 0 -0.014988593232115916 0 0.006289885301901975 0 0.011504422528146874 0 0 0.0004947469117515471 -0.00052168564768434748 0 0 0.0062877900406102085 -0.012536895112698161 0.012003473198383102 0 -0.0069645682001392307 0.027546187441281612 -0.0048264594101929698 0.0019108462980690314 0.00066010404903405482 -0.018522452735365132 0 0 -0.0097631770822384847 -0.0076144360650928057 -1.7955875697896975e-05
leaf_weight=85.683883766796498 510.73676718126808 14.314973159038344 55.724353647296084 73.245474690313131 0.27022405748721112 0.36185629331157443 3.9558643090713304 12.944762621147678 2.9416269056091542 0.84867634621332477 171.37306078183065 11.284515758306954 2.1336389736825359 20.575907929647656 2.0174969031941137 105.34152065058151 38.906518356128799 17.526473826808804 2.5778821464045896 4.1274354612251036 8.7460941562603676 11.073457316146232 1.319613857893273 2.4507123825023882 10.801117854076436 69.087749155056372 43.187639076058986 3.8887106102774842 15.802091307268713 22.62866598615074 34.905470259473077 595.5645305067228 4.6681314925372135 27.441956831378775 22.407330826972611 101.05235090447968 84.079304156704893 17.603926878015045 1804.8626621186559
leaf_count=83265 289784 16760 54027 96729 309 380 4358 10808 2336 479 210178 16419 2369 23637 1597 111408 44936 20263 3060 4409 8525 3024 987 2697 12408 33571 9390 4508 10260 12139 6820 619649 2404 13258 7534 94011 80317 17437 927655
internal_value=0 -0.000614577 -0.00395787 -0.00747403 -0.0153204 -0.0160646 9.38024e-05 0.0064564 0.00922145 0.0141083 0.000266359 -0.00101196 -0.00937769 -0.0111004 0.00248369 0.0033754 0.00490723 0.00183054 0.00508811 0.00839967 0 0.00179682 0.00999642 0.0189456 -0.000380077 -0.00624074 0.00284518 0.00920329 -0.00256476 0.0242772 -0.000507949 -0.000143689 -0.00123793 -0.00839013 -0.0115593 0 -0.00410466 8.90399e-05 0.000362628
internal_weight=0 605.465 168.149 129.602 73.8776 73.6073 3413 20.6909 16.7351 13.7934 437.317 205.367 33.9941 31.8604 231.949 229.932 144.248 38.5468 24.2318 21.6539 3392.31 223.891 53.2745 36.1528 170.617 79.8889 90.7279 47.0763 17.1217 25.0794 43.6516 3168.42 750.386 54.5174 49.8493 695.868 185.132 2418.03 2400.43
internal_count=2864105 689746 195937 151445 97418 97109 2174359 17981 13623 11287 493809 252603 42425 40056 241206 239609 156344 44492 27732 24672 2156378 104329 29107 17860 75222 45979 29243 13898 11247 14836 15345 2052049 487308 23196 20792 464112 174328 1564741 1547304
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=22565929 9 160 778 535 2 515 139 8454928 10748226 262660 2097666 8390802 33 4 8718912 2107542
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=40
num_cat=24
split_feature=11 2 1 3 0 3 0 2 3 3 1 9 1 0 2 1 3 0 0 2 1 0 9 0 1 2 9 9 1 2 9 1 1 0 0 3 2 1 1
split_gain=0.0208783 0.181828 0.128113 0.134148 0.0567269 0.0487399 0.570559 1.79521 2.94716 1.60822 1.92752 1.07187 1.12829 1.02833 0.659444 1.19648 0.925034 1.17744 0.54772 0.536035 0.498309 1.88432 1.03374 0.753991 1.32841 0.986343 0.502909 0.482387 0.449283 0.525736 0.482349 0.420915 0.392376 0.330363 0.292738 0.274614 1.33506 1.88188 0.780379
threshold=0 1 2 6.5000000000000009 12.500000000000002 1.0000000180025095e-35 5.5000000000000009 3 2.5000000000000004 3.5000000000000004 4 5 6 24.500000000000004 7 8 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 9 10 1.0000000180025095e-35 11 2.5000000000000004 12 13 14 15 16 17 18 19 20 39.500000000000007 6.5000000000000009 1.5000000000000002 21 22 23
decision_type=9 9 1 2 2 2 2 9 2 2 1 1 1 2 9 1 2 2 2 9 1 2 1 2 1 9 1 1 1 9 1 1 1 2 2 2 9 1 1
left_child=5 2 -2 4 -4 18 14 9 11 10 -8 -9 -13 -12 15 -7 17 -17 19 32 21 26 -23 25 -25 -22 -21 -18 -20 30 33 -10 -1 -30 -31 36 38 -38 -16
right_child=1 -3 3 -5 -6 6 7 8 31 -11 13 12 -14 -15 35 16 27 -19 28 20 23 22 -24 24 -26 -27 -28 -29 29 34 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0 0 0 0.013727368139886384 0 0 -0.002025650580817045 -0.0042082823215835695 0 -0.0003655487746661364 -0.0068883233320653214 0.026096199546899842 0 -0.023240752411269123 0 0.0084300545667520873 0 0.0032748958949237817 0.017471648954073209 -4.4733130311521326e-05 0.0037184714383953726 0 0 -0.012748434647678565 0.01228810745501384 0 -0.0088241289461068097 -0.0053882349176127302 -0.0046302305174264601 0.011106084726901009 0.00083560176956743923 0 0.0082843156209584292 0.0065385329870288646 0 -0.0080127399703268237 -9.1120713388561571e-05 0.00014718432013109318 -0.022826933498584959 -0.0041807115608485206
leaf_weight=40.811220252238854 1.1223095811728852 23.753941574977947 6.0410747307760175 0.51240419558598649 0.19752349605550978 287.34335265970003 13.230788182278046 17.722784526980831 18.06893381154805 21.512640507833567 42.925782111036824 19.41493872119463 101.36752165849612 5.4588530236505894 50.349580174748553 54.11110897504841 319.53379804757424 86.33049976714392 69.541779193357797 232.45124225219115 848.95138322623097 54.69754608302901 179.39216749020852 87.461356724699726 183.79582327921526 106.93407331267372 21.269291177872219 37.534611551411217 174.73878925098688 4.7042929793024113 36.922556698438711 41.859543131562532 141.9800435413199 1.4345898997271422 15.633161917357937 557.20881032322541 31.879871044489846 35.143479107624444 44.507595146751555
leaf_count=40787 1092 9229 5459 640 131 265790 14578 11724 8195 20326 44293 13785 65521 6687 55194 41029 276644 53188 30081 172941 349805 32454 109780 40086 45389 111352 16848 35457 34897 4934 10391 21516 142182 821 16002 630244 36892 39701 48142
internal_value=0 0.00182307 0.00650073 0.00906109 0.0131057 -3.14045e-05 -0.00047353 -0.00441826 -0.00945606 0.00469495 0.0134575 -0.0172788 -0.0194824 0.0198782 0.000141379 0.00226312 0.00526469 0.0118011 0.000194362 -0.000313271 -0.00103124 -0.00360517 -0.00979143 0 0.00444875 -0.001265 0.00134981 0.00133938 0.00401674 0.00600649 0.00781925 0.00396897 0.00406598 0.0098408 -0.000607379 -0.00177828 -0.00519264 -0.0131253 0.000803443
internal_weight=0 31.6273 7.87331 6.751 6.2386 3986.22 1785.5 281.562 198.434 83.1281 61.6154 138.505 120.782 48.3846 1503.94 784.853 497.51 140.442 2200.72 1897.74 1714.95 487.81 234.09 1227.14 271.257 955.885 253.721 357.068 302.975 233.433 213.096 59.9285 182.791 176.173 20.3375 719.089 161.881 67.0234 94.8572
internal_count=2864207 16551 7322 6230 5590 2847656 1688906 206625 120741 85884 65558 91030 79306 50980 1482281 672108 406318 94217 1158750 1061624 878655 332023 142234 546632 85475 461157 189789 312101 97126 67045 46109 29711 182969 35718 20936 810173 179929 76593 103336
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 8653208 132 2967732 776 12 776 12620386 312 353540 705 2 290 19402968 3 3 560 2625370 5 134 802 2624768 777 369
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=40
num_cat=18
split_feature=2 1 3 3 9 0 3 2 9 2 2 0 0 3 3 9 2 1 9 3 3 2 9 1 0 0 3 3 0 2 0 2 0 0 0 2 0 0 2
split_gain=0.0244615 0.616758 0.266993 0.56094 0.689796 0.57565 0.465364 0.484559 0.550335 0.425799 0.382248 0.25009 0.236364 0.195121 0.31926 0.364627 0.3444 1.02301 0.356157 0.345875 0.294181 0.269061 0.232376 0.129803 0.692271 1.06033 0.623725 0.50576 0.600789 0.577153 1.31023 0.563605 0.619175 0.486584 1.71497 0.818907 0.441422 0.390948 0.359336
threshold=0 1 9.5000000000000018 2.5000000000000004 2 7.5000000000000009 1.5000000000000002 3 4 5 6 31.500000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 7 8 9 10 1.5000000000000002 9.5000000000000018 11 12 13 9.5000000000000018 34.500000000000007 1.5000000000000002 1.5000000000000002 5.5000000000000009 14 1.5000000000000002 15 3.5000000000000004 10.500000000000002 21.500000000000004 16 3.5000000000000004 39.500000000000007 17
decision_type=9 1 2 2 1 2 2 9 1 9 9 2 2 2 2 1 9 1 1 2 2 9 1 1 2 2 2 2 2 9 2 9 2 2 2 9 2 2 9
left_child=1 13 3 6 -5 10 9 8 -8 12 -6 -11 -3 14 15 -1 -16 19 -19 -18 22 -17 -15 33 27 26 -26 28 31 -29 -31 -25 -33 -2 35 -35 -32 -27 -30
right_child=23 2 -4 4 5 -7 7 -9 -10 11 -12 -13 -14 20 16 21 17 18 -20 -21 -22 -23 -24 24 25 37 -28 29 38 30 36 32 -34 34 -36 -37 -38 -39 -40
leaf_value=0 0 -0.00051118143331521768 0.0041399999476900672 0.0012098960382343788 0 0 0.015158129457633377 0 0 -0.0084931021902307884 -0.014459998255624266 0 0.00613172804601272 0.012458817049299287 0.0021302416657817797 0 0 0 -0.015763460046224621 0.0086086005008586108 0 0.010114153126825851 0 -0.0066381727700632739 -0.014303450521162756 0.011530777086352062 0 0.00024867143933834007 0.013472856124589537 -0.011759673762115751 0.0062877935548817645 0.0018368450823819757 -0.0046351685372802865 0.018356333745495969 -0.0060507837497421986 0 -0.0033226908275330795 0 0
leaf_weight=15.538152858665853 1561.0596636766277 38.334464244115225 3.6018981093075118 11.374128090159502 6.3807559856795706 6.0584064926952115 25.988655139175535 24.207508238570881 3.4262569059501429 86.901638771480066 86.185171204997459 0.41300336515996505 33.099525493074907 40.903142640650913 47.132052834684146 6.5794380207953509 13.977504780421439 4.4054867590675713 35.967274082697259 20.634056478782441 2.2648233266954767 60.781927969917888 5.2496940725686718 76.720763219833316 87.661655580741353 5.5007223880966176 20.749956514104269 151.45243625840521 17.255483457331138 139.84388765241056 59.201777250895248 937.5796601175025 129.38417470947024 44.848657923052087 20.974183023863588 16.85827204438101 50.387761668665917 4.260686326015275 115.95161819858185
leaf_count=14924 1184592 47197 2749 9912 7679 4600 24309 26677 3005 79291 79224 520 34261 45033 48617 8080 15233 4136 38256 22044 2894 56000 5597 85382 24354 913 11170 166956 14964 188369 45858 431169 30293 15066 15082 14082 28175 3910 23633
internal_value=0 0.00053618 -0.00168386 -0.00299503 -0.00791487 -0.0106058 0 0.00639679 0.0109133 -0.00255473 -0.0135676 -0.00655212 0.000466445 0.00425431 0.000817598 0.00537608 -0.000754741 -0.00522176 -0.0129168 0.0018461 0.00964335 0.00802221 0.0115927 -0.000138287 -0.00077911 -0.00736729 -0.0113514 -2.27044e-05 0.000778295 -0.00314682 -0.00588574 0 0.000667159 0.000385576 0.00673922 0.0149151 0 0.00451531 0.00645461
internal_weight=0 579.405 325.971 322.37 109.998 98.6243 212.371 53.6224 29.4149 158.749 92.5659 87.3146 71.434 253.434 205.016 82.8995 122.116 74.9843 40.3728 34.6116 48.4177 67.3614 46.1528 3439.69 1795.95 118.173 108.412 1677.78 1276.89 400.886 249.433 1143.68 1066.96 1643.74 82.6811 61.7069 109.59 9.76141 133.207
internal_count=2864206 580238 319424 316675 101415 91503 215260 53991 27314 161269 86903 79811 81458 260814 207290 79004 128286 79669 42392 37277 53524 64080 50630 2283968 1055146 40347 35524 1014799 585441 429358 262402 546844 461462 1228822 44230 29148 74033 4823 38597
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8499734 110 4 8388628 3 518 73728 2 8458752 66 4 516 3 433 2097576 1573032 2097608 805920
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=40
num_cat=14
split_feature=11 1 3 2 2 1 0 0 3 3 3 0 3 3 3 0 2 3 2 1 2 2 3 0 0 2 3 2 2 0 3 0 0 0 0 2 0 0 3
split_gain=0.0201801 0.178067 0.282325 0.0905211 0.0500074 0.265385 0.361415 0.409225 0.355571 0.31943 0.198034 0.159364 0.103229 0.0658483 0.045475 0.0306004 0.113232 0.0880926 0.0400242 0.0279158 0.277278 0.272203 0.367678 0.352296 0.808216 0.268723 0.266442 0.530739 0.287914 0.262769 0.209447 0.189695 0.122679 0.1197 0.416137 0.180008 0.670315 0.51895 0.105359
threshold=0 1 1.5000000000000002 2 3 4 2.5000000000000004 7.5000000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 5 3.5000000000000004 6 7 8 9 6.5000000000000009 7.5000000000000009 13.500000000000002 10 1.0000000180025095e-35 11 12 2.5000000000000004 11.500000000000002 24.500000000000004 14.500000000000002 34.500000000000007 39.500000000000007 13 4.5000000000000009 2.5000000000000004 9.5000000000000018
decision_type=9 1 2 9 9 1 2 2 2 2 2 2 2 2 2 2 9 2 9 1 9 9 2 2 2 9 2 9 9 2 2 2 2 2 2 9 2 2 2
left_child=4 15 -3 14 5 6 8 9 13 -8 -7 12 -12 -1 -4 17 -17 18 -2 21 29 23 26 30 -25 32 27 -23 -28 -21 -6 38 -24 35 -35 37 -37 -22 -31
right_child=1 2 3 -5 19 10 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 33 22 25 24 -26 -27 28 -29 -30 31 -32 -33 -34 34 -36 36 -38 -39 -40
leaf_value=0 0.0054194190355493846 0 0.016179125044697946 0 0.0055238055454386046 0 -0.013318649551750831 0.00015523283125047234 0 0 -0.0080180121967239424 0 0 0.0097248998019583768 0 0 -0.0050843220688903635 0 0 0 0.00081761722079995219 -0.0065467158405352419 0.013621266704427254 -0.012235145517751648 0.0048720697345787031 0 0.0003197530420350955 0.0010572340943360932 -0.0039712859023770591 0.010549743478142437 0 0 0 0.011417643720789617 0 -0.0060415110471953651 0.0035239444448460933 -0.0029411950359076486 0
leaf_weight=20.445690312233637 3.6214895947487094 5.0966950739384647 2.6995206119026993 0.92488192583550732 250.35314219670181 120.73093519519171 13.830501467942673 7.9332175303425165 16.084979728169856 4.8825468180730232 90.63583855170873 3.9719822156621367 2.4223542835825347 49.273804106473108 0.1319103245041332 0.35715774112031795 15.640430715720864 2.5552755265671294 0.62669965162058616 113.50818105682265 1016.5492740652116 58.39890484084026 15.716298836865462 17.825931382278217 12.895605745223291 3.7422981725540039 71.60111533068266 943.09254963137209 335.77015773521271 38.683433029538719 1.9802221374993667 1.0116407190216694 0.43725320728845041 5.5309237473120429 5.6276152214995818 224.20023456273702 37.507470594035112 501.41380671138904 0.49048066805698809
leaf_count=18488 2234 2569 1896 913 272577 121586 17555 8423 16766 4711 98033 3809 2316 50685 134 458 5569 2037 746 135318 742681 63072 10440 17323 12920 3758 75711 285483 239803 31783 2601 1101 171 1212 5210 271943 29765 302096 270
internal_value=0 0.00177816 0.00635924 0.0125389 -4.13262e-05 -0.00117017 0.000984641 -0.00293903 0.00532444 -0.00969707 -0.0034269 -0.00635458 -0.00739151 0.00828129 0.0120435 0 -0.00257926 0 0.00507167 0 -0.000176346 0.000352313 -3.8898e-05 0.00301595 -0.00125436 0.00810298 -0.000529193 9.22638e-05 -0.00264445 0.00318053 0.0047833 0.00817777 0.0103052 -0.000691497 0.00338116 -0.000942258 -0.00330738 -0.000261441 0.00976099
internal_weight=0 31.6541 8.85301 3.75631 3986.55 330.212 112.451 26.6463 85.8045 18.713 217.761 97.0302 93.0582 69.7195 2.83143 22.8011 15.9976 6.80346 4.24819 3656.34 1944.52 1711.81 1428.76 283.055 30.7215 19.8959 1408.86 1001.49 407.371 153.694 252.333 40.1856 16.1536 1790.83 11.1585 1779.67 261.708 1517.96 39.1739
internal_count=2864166 16556 5512 2943 2847610 342372 116628 30689 85939 22266 225744 104158 100349 69173 2030 11044 6027 5017 2980 2505238 1521379 983859 678438 305421 30243 14369 664069 348555 315514 168472 275178 33154 10611 1352907 6422 1346485 301708 1044777 32053
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 7 8390866 30409089 777 256 264266 54 827396 87082 272448 264704 2099712 2674
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=40
num_cat=16
split_feature=2 1 9 1 0 0 1 0 9 0 9 3 3 3 0 3 0 3 0 3 3 0 0 3 1 2 9 2 1 0 1 0 2 0 0 0 9 3 9
split_gain=0.0475231 0.451802 0.887159 1.4074 0.646586 0.651514 0.870162 0.522705 1.31193 0.436866 0.387072 0.69658 0.627391 0.521457 0.372151 0.560865 0.344464 0.326433 0.283117 0.272794 0.208458 0.290093 0.137259 0.184358 0.135049 0.395557 0.364135 0.742621 0.492781 0.460372 0.679717 0.46174 0.352508 0.340753 0.378368 0.524295 0.515078 0.474129 0.366889
threshold=0 1 2 3 3.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 5 10.500000000000002 6 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 24.500000000000004 4.5000000000000009 2.5000000000000004 13.500000000000002 4.5000000000000009 9.5000000000000018 7 8 9 10 11 17.500000000000004 12 48.500000000000007 13 10.500000000000002 6.5000000000000009 2.5000000000000004 14 2.5000000000000004 15
decision_type=9 1 1 1 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 1 9 1 2 1 2 9 2 2 2 1 2 1
left_child=1 7 3 20 5 -4 -7 10 18 -10 12 -12 -1 -14 15 -6 -5 -13 19 -9 21 -3 23 -22 25 33 29 -28 -29 32 -31 -32 -26 34 35 36 -2 -37 -35
right_child=24 2 4 16 14 6 -8 8 9 -11 11 17 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 27 28 -30 30 31 -33 -34 38 -36 37 -38 -39 -40
leaf_value=0 0.0028510960344895649 0.0073888541478457142 0 0 -0.014104696599301898 0.018522399977068876 0 0.015063402593669574 -0.011528974782868587 0 0.0016069563195024454 -0.010454618578575037 0.018662316105661995 0 0.001368584115881533 0 -0.017898758298510491 0 0 0 -0.0073567052215430806 0 0 0 0.003429620705602899 -0.0046228525014270537 0.0033626341328725239 0 -0.011099752315342637 -0.00095264350461324819 0.016120360623567968 0 -7.1191537673213451e-05 0 0.0061603408356987717 -0.0061638927849616727 -0.0027005580598510465 0.00090129971511455356 -0.009704532631002712
leaf_weight=40.495090501353843 531.92351167016022 61.235477067617467 35.947448683866241 35.717895718356885 17.718461035983644 29.175782720245479 18.030678532544698 96.825505076427362 14.072592281270774 2.5521517180168294 61.50698521726008 73.821251908571867 11.289340000148515 5.1751917666115324 3.538480530580272 6.8678522045083801 54.00799269691197 1.3635354555735819 2.8646935416909391 9.2654602832335495 30.435663258598655 2.3285052564751814 5.6489547623496028 0.5028034480928899 279.82449102767532 204.20961144116154 48.981184223419405 104.48333911479131 75.542026608462038 6.4276572915259749 42.530606025029556 1.4321533689217165 1584.2456594048635 7.5904097731399816 72.666184976224031 207.28568952257774 153.72060735318883 41.22806259652134 33.944420731902937
leaf_count=37374 359292 68042 38681 37343 18531 30487 17987 103290 15311 2972 58512 75339 11714 5222 3949 6199 53208 973 3201 9286 33567 2667 5668 617 327520 212166 52135 57839 47001 5902 8846 1361 877981 3301 27854 84565 108912 33192 16568
internal_value=0 0.0008037 -0.00125564 -0.0056353 0.00374844 0.00867528 0.0139531 0.00350504 0.00792312 -0.00465371 0 -0.00268849 0.00517197 0.0140451 -0.00197132 -0.00843587 -0.0129214 -0.0087663 0.0120586 0.0138352 0.000576657 0.00471505 -0.00090617 -0.00483958 -0.000119008 -0.000984812 0.000258314 -0.00296994 -0.00635447 0.000850851 0.00848 0.012219 0.000359672 0 0.000329379 0 0.00112829 -0.00394381 -0.00678691
internal_weight=0 620.388 301.156 189.877 111.279 83.1539 47.2065 319.232 125.58 16.6247 193.651 136.692 56.9596 16.4645 28.1248 24.5863 89.7259 75.1848 108.956 106.091 100.151 63.564 36.5874 30.9385 3396.04 1252.57 2143.47 229.007 180.025 1914.46 50.3904 43.9628 1864.07 1048.36 1006.82 934.158 685.644 248.514 41.5348
internal_count=2864575 640140 316946 201112 115834 87155 48474 323194 134060 18283 189134 134824 54310 16936 28679 24730 90551 76312 115777 112576 110561 70709 39852 34184 2224435 845850 1378585 156975 104840 1221610 16109 10207 1205501 633684 613815 585961 468204 117757 19869
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=9021972 589 1 384 176 3 6 708 19158112 3 266536 42 288 4210827 5 12
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=40
num_cat=17
split_feature=2 9 1 0 1 0 3 0 3 3 9 2 1 3 0 2 1 2 3 0 2 3 0 3 1 0 11 0 0 0 2 3 3 1 3 2 1 0 0
split_gain=0.0233672 0.478992 0.521532 0.649652 0.520115 0.478809 0.227093 0.226854 0.163784 0.151638 0.13203 0.873969 0.644996 0.717362 0.772221 0.921895 0.451553 0.429012 0.345401 0.303318 0.274135 0.823867 0.890783 1.58579 1.4809 1.07501 0.347427 0.21884 0.820472 0.193748 0.152324 0.377084 0.270271 0.147014 0.243854 0.142642 0.506714 0.63073 0.924695
threshold=0 1 2 2.5000000000000004 3 8.5000000000000018 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 1.5000000000000002 4 5 6 1.0000000180025095e-35 2.5000000000000004 7 8 9 2.5000000000000004 13.500000000000002 10 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 11 2.5000000000000004 12 2.5000000000000004 1.0000000180025095e-35 24.500000000000004 13 1.5000000000000002 8.5000000000000018 14 8.5000000000000018 15 16 3.5000000000000004 1.0000000180025095e-35
decision_type=9 1 1 2 1 2 2 2 2 2 1 9 1 2 2 9 1 9 2 2 9 2 2 2 1 2 9 2 2 2 9 2 2 1 2 9 1 2 2
left_child=1 2 3 9 8 -6 -5 -4 -3 -1 11 16 13 14 15 -13 -2 27 -19 -18 21 22 23 -12 29 -26 -25 28 -14 -24 31 -15 -32 -23 -35 36 -22 38 -38
right_child=10 4 7 6 5 -7 -8 -9 -10 -11 20 12 17 30 -16 -17 19 18 -20 -21 35 33 24 26 25 -27 -28 -29 -30 -31 32 -33 -34 34 -36 -37 37 -39 -40
leaf_value=0.012294704764442584 0 0.0035619793841132862 -0.0042181223871280305 -0.0067508985502820308 -0.016599286874773304 0 0.0012073168220712279 0.0013828337412579975 -0.0036819442641602184 0 0 -0.0013253100205827635 0.0011942367659637054 0 0 0.013827930060709776 0.011437073233181416 -0.012646180570830485 0 0 -0.0022796157223076434 0 0.016732809774423731 -0.02192576906997153 0.0014600414931720995 -0.016644811458635219 0 0.0016485617283687496 -0.0073505361924542864 0 -0.0045155569865769178 0.0096018703917722294 0.0017781833458958727 0.011826071823730541 0 -0.00015967589103504378 0.007303528115097273 0.015816998980566353 -0.0071396214708531608
leaf_weight=56.344160483015003 48.04317715880461 41.415283728740178 133.70529010963401 18.217981197172776 31.128396829946723 2.6149871552479445 20.363546491324087 3.5260701128281644 23.976836438607279 25.25873027848138 48.917791498970473 9.6560928102408052 167.26188876769447 5.8825792198404114 57.386880959616974 102.14956791695295 115.28860467052436 44.385769334206998 22.625273699435638 3.2129298242507494 42.871649990862352 9.2214112967631063 20.53415407710418 49.394941611186368 10.403211416603879 27.524323488672962 0.21051426159101438 150.15685760148335 149.37594843204715 0.55690837223664758 157.33248823054601 15.61555701751058 4.3845391610811921 12.013397299349892 2.0689063739264375 2247.7393972900245 73.40432669231086 20.920715192944044 43.197930985959829
leaf_count=53820 50002 37858 148514 14116 34877 2454 19080 2269 39927 40290 59748 9144 101181 7439 29042 65983 121620 48738 23949 3392 44011 10210 21675 61879 10607 22619 188 46111 62740 643 151120 15307 4265 10582 1859 1343180 80041 19891 44364
internal_value=0 -0.000744441 0.000759041 0.00543073 -0.00590043 -0.0118872 0 -0.00194191 0 0.0101667 6.12927e-05 0.00104433 0 0.00280087 0.0072002 0.0112818 0.0069381 -0.00242401 -0.00845687 0.0097164 -0.000231904 -0.00361393 -0.00727591 -0.0121061 0 -0.0076801 -0.0208764 -0.000366879 -0.00225865 0.0129294 -0.000164829 0.00243299 -0.00240321 0.0049981 0.00719755 0 0.00249148 0.00584726 0
internal_weight=0 356.551 257.416 120.184 99.1355 33.7434 38.5815 137.231 65.3921 81.6029 3661.74 1052.76 886.213 352.408 169.193 111.806 166.545 533.806 67.011 118.502 2608.98 180.846 157.542 98.5232 59.0186 37.9275 49.6055 466.795 316.638 21.0911 183.215 21.4981 161.717 23.3037 14.0823 2428.13 180.395 137.523 116.602
internal_count=2864735 393205 278089 127306 115116 37331 33196 150783 77785 94110 2471530 740033 565019 282300 104169 75127 175014 282719 72687 125012 1731497 200010 177359 121815 55544 33226 62067 210032 163921 22318 178131 22746 155385 22651 12441 1531487 188307 144296 124405
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=24138753 9 212 302 6 862724 880 8388866 296 496 795140 960 1 10 450 8421384 98
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=40
num_cat=19
split_feature=2 1 3 1 3 9 3 9 0 0 9 1 9 2 3 0 0 0 2 2 0 0 2 0 0 3 2 0 0 0 2 3 2 3 1 9 9 0 1
split_gain=0.024458 0.719111 0.430356 0.556574 0.546648 0.382404 0.547691 0.372367 0.362618 0.238982 0.217284 0.158608 0.351126 0.727946 0.448287 0.949787 1.60584 1.57854 1.50068 1.5004 0.624797 0.51971 0.510647 0.810258 0.818471 0.501637 0.23884 0.604697 1.09371 0.292568 0.69497 0.854442 0.52598 0.923413 0.654614 0.447869 0.368945 0.903972 0.766454
threshold=0 1 1.5000000000000002 2 2.5000000000000004 3 5.5000000000000009 4 31.500000000000004 8.5000000000000018 5 6 7 8 2.5000000000000004 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 9 10 10.500000000000002 10.500000000000002 11 1.5000000000000002 10.500000000000002 7.5000000000000009 12 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 13 4.5000000000000009 14 1.0000000180025095e-35 15 16 17 1.5000000000000002 18
decision_type=9 1 2 1 2 1 2 1 2 2 1 1 1 9 2 2 2 2 9 9 2 2 9 2 2 2 9 2 2 2 9 2 9 2 1 1 1 2 1
left_child=1 -1 3 -3 7 -6 -7 9 10 -4 -5 12 13 -2 15 16 17 -14 20 -18 -17 -20 -16 25 -25 -24 27 -13 -29 30 31 -28 33 34 -31 -35 38 -38 -34
right_child=11 2 4 8 5 6 -8 -9 -10 -11 -12 26 14 -15 22 18 19 -19 21 -21 -22 -23 23 24 -26 -27 29 28 -30 32 -32 -33 36 35 -36 -37 37 -39 -40
leaf_value=0.0066538969850607659 0 0 0.014168025738840215 0 0.0027648523854293915 -0.010957358240568611 0 0 0 0 -0.012412342737811234 0 0.003201312005976792 -0.011152394060067171 -0.00094733034875543124 0.0119815419121675 0.012981204645228325 -0.0058297873729469566 -0.016766014469150239 -0.0041740745166997236 -0.00040420094917296843 0 0.012806695176692804 -0.0036190655430464072 0.012237825852084784 0 -0.012010101579990912 -0.014304912182380142 0.0025431172524971223 0 0 0.00029928069079009556 0.003730151000807827 -0.0045690902184449171 0.014866329888279853 0.0050157998724530391 -0.0099735234997775282 0 -0.0019037370324458615
leaf_weight=111.85851508055202 88.910476265955367 32.117295074509457 33.056650827442354 9.0361842857819283 8.6520956089443644 50.839321675412066 12.40646462808945 5.1500952257192685 0.35503546410472964 2.7141421996348063 71.861600055985036 68.70690484566876 416.10366527066799 34.258380288621993 43.779994074211572 23.543822179592098 150.47701900317043 301.59753141355031 68.822555149352411 21.547671964246547 18.165867728966987 40.685965134980506 124.13426328982314 107.52714445836318 12.623164609074591 15.198286223399917 100.67214819115179 69.137468642416934 8.9998923526873096 29.229763922528946 578.41251691983962 21.839017511883867 425.851024372354 80.458112866101146 57.459587581062806 38.063113632510067 95.134622856799979 237.57321735165897 401.28769783537064
leaf_count=113217 58986 31073 32786 8929 7695 56216 10265 4943 457 2262 64249 71542 347753 36134 42697 21581 75958 190751 21484 23005 18543 14278 122865 79450 5271 16057 94757 79968 9512 27252 450341 22929 102228 81173 59568 39316 58087 107249 253735
internal_value=0 0.000749213 -0.00160492 -0.00586178 0.00079255 -0.00189841 -0.00608218 0.00855368 -0.00930215 0.0108456 -0.0116538 -9.32869e-05 0.000601908 -0.00335496 0.00126768 0 0.00153382 -0.000274209 -0.0063617 0.00948259 0.00394162 -0.0118717 0.00449163 0.006265 0 0.0109392 -0.000689955 -0.00424345 -0.00942294 -0.000219129 -0.00193073 -0.0077156 0.00046574 0.0047464 0.0113353 0 -0.000178469 -0.00298286 0.000689162
internal_weight=0 338.047 226.189 113.37 112.819 71.8979 63.2458 40.9209 81.2528 35.7708 80.8978 3680.2 1467.38 123.169 1344.21 1040.94 889.726 717.701 151.218 172.025 41.7097 109.509 303.263 259.483 120.15 139.333 2212.83 146.844 78.1374 2065.98 700.924 122.511 1365.06 205.211 86.6894 118.521 1159.85 332.708 827.139
internal_count=2864562 332092 218875 104708 114167 74176 66481 39991 73635 35048 73178 2532470 1074813 95120 979693 713353 637467 538504 75886 98963 40124 35762 266340 223643 84721 138922 1457657 161022 89480 1296635 568027 117686 728608 207309 86820 120489 521299 165336 355963
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=8499220 588 160 4 3 12 305 4 1591649 2359722 3178 6308608 5767305 2359554 2359554 516 1 9 6
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=40
num_cat=16
split_feature=2 9 1 0 1 3 3 9 0 0 0 3 0 3 0 3 0 0 0 1 9 0 1 0 3 0 3 0 1 3 9 2 2 9 3 2 2 3 9
split_gain=0.0275596 0.237226 0.850393 1.67071 0.805449 1.53465 1.12915 0.411378 0.278625 0.273186 0.669144 0.257975 0.225123 0.212346 0.208969 0.119302 0.192142 0.11147 0.0811047 1.40812 0.24893 0.219455 0.141017 0.759529 0.938976 1.31816 0.930101 0.735642 0.718441 0.658749 0.640424 1.53998 0.376683 0.200456 0.198512 0.123261 0.119738 0.112351 0.55752
threshold=0 1 2 1.5000000000000002 3 1.5000000000000002 1.5000000000000002 4 1.5000000000000002 9.5000000000000018 1.5000000000000002 1.5000000000000002 24.500000000000004 7.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 32.500000000000007 19.500000000000004 5 6 48.500000000000007 7 7.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 10.500000000000002 8 3.5000000000000004 9 10 11 12 7.5000000000000009 13 14 1.0000000180025095e-35 15
decision_type=9 1 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 1 2 1 9 9 1 2 9 9 2 1
left_child=1 2 15 13 6 8 9 12 -6 10 -3 14 -8 -4 -5 16 -1 -10 22 21 -21 -20 23 24 30 29 33 37 34 -26 31 -2 -27 -25 -29 -30 -32 -24 -39
right_child=18 4 3 11 5 -7 7 -9 17 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 27 26 25 32 -28 28 35 -31 36 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=-0.0069292246937097653 0 0 0.016293337418334324 -0.0094313320720126222 -0.00092103763173037232 -0.012748368029538246 0.01025082462415886 0 0.0066329526955541413 0.0018224248026102289 -0.010853231606876726 0.00062970758562885419 0 0 0 0 0 0 0.0080059626643231366 0 -0.01755803125003097 0 -0.00062533859060109193 0 -0.017952987722955598 0.0070580024024311256 0 0.017133039724358499 0.0012829594729752323 0 0 0.014750942851646588 -0.0017745640402287164 -0.016056482405440629 0 -0.0048190219636633112 -0.0075221687568734338 0.0023871420796345235 -0.0023755143448702843
leaf_weight=44.122329307181644 288.20431150965305 97.544429006076825 83.481364021085028 22.980343902454479 72.927492545175483 102.90186191211251 158.55245549340179 3.6614318893552982 58.113013968402811 18.102194281935226 55.216872344546573 26.630101848684717 1.078742405225056 1.5421378013561469 12.127636686083859 34.343766745834728 28.95120090276032 0.8858232784550627 33.288653253475786 4.8143259311618749 19.30203702807194 1.590134340134681 1461.6586399971275 5.9647187799855601 51.63991143649946 35.601910707620846 12.091017727012511 34.730493496070267 42.054185485292692 31.253844339069474 31.508625712274807 66.28386986082478 20.050765866792062 38.0276149188212 0.54881805484183033 7.2613359250972271 11.898305143440664 716.15208123642515 280.12765230337027
leaf_count=47231 137382 92961 78004 24032 65087 108759 156935 4510 63782 20157 58661 29519 1194 1651 13315 34847 30203 1024 5348 4213 13748 1901 659358 2066 73106 30335 8207 17909 6260 45074 14379 76903 20516 13153 293 5981 14699 618030 263376
internal_value=0 0.000510837 0.00295731 0.00758787 -0.0002119 -0.00470582 0.00230986 0.00806362 0.00062368 -0.00196347 -0.00427909 -0.000845731 0.00914135 0.015603 -0.00634709 -0.00167649 -0.00398582 0.00557075 -0.000124774 -0.00311141 -0.0144186 0.00464171 0 -0.00137523 0 -0.00632024 -0.0101169 0.000287795 0.00812828 -0.0132185 0.00249193 0.00436918 0.00148314 -0.0156454 0.0140004 0 -0.00428389 0 0.000725508
internal_weight=0 823.163 254.179 146.762 568.984 234.828 334.156 163.293 131.926 170.863 152.761 61.7381 159.631 85.0235 35.108 107.417 73.0735 58.9988 3194.05 58.9952 24.1164 34.8788 3135.06 592.525 536.442 138.546 56.0834 2542.53 84.5948 82.8938 397.895 354.488 55.6527 43.9923 35.2793 49.3155 43.4069 2457.94 996.28
internal_count=2864109 831872 258802 146521 573070 238652 334418 162639 129893 171779 151622 66866 158129 79655 37347 112281 77434 64806 2032237 25210 17961 7249 2007027 435820 412394 169031 23426 1571207 30443 118180 243363 214285 50851 15219 18202 12241 29078 1540764 881406
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=11117206 6 163 233 1 24 12 72 176 3 17827912 17736 4 1088 72 9
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=40
num_cat=17
split_feature=2 1 9 0 3 3 0 1 1 9 3 3 1 2 2 3 0 1 1 0 0 0 3 0 0 3 1 3 0 3 1 1 2 1 2 3 0 0 0
split_gain=0.0211452 0.606666 0.512563 0.404237 0.297313 0.478781 0.400769 0.720673 0.428612 0.303354 0.244234 0.178989 0.130531 0.464655 0.387337 0.954199 0.63637 0.782558 0.539097 1.22744 0.402636 0.293383 0.289135 0.770312 0.565588 0.551181 0.634396 0.505789 0.492876 0.463755 0.596261 0.366063 0.336587 0.316196 0.307152 0.230118 0.844856 0.593995 0.343165
threshold=0 1 2 7.5000000000000009 4.5000000000000009 9.5000000000000018 3.5000000000000004 3 4 5 3.5000000000000004 10.500000000000002 6 7 8 1.5000000000000002 2.5000000000000004 9 10 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 11 1.5000000000000002 1.5000000000000002 10.500000000000002 12 13 14 15 16 1.5000000000000002 1.5000000000000002 3.5000000000000004 42.500000000000007
decision_type=9 1 1 2 2 2 2 1 1 1 2 2 1 9 9 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 1 1 9 1 9 2 2 2 2
left_child=1 2 -1 4 6 -6 7 10 -8 -10 -3 -4 13 35 22 18 -17 21 20 -20 -16 -18 24 33 27 28 -27 31 -26 30 -25 -14 -29 34 -24 37 -37 -2 -39
right_child=12 3 11 -5 5 -7 8 -9 9 -11 -12 -13 14 -15 15 16 17 -19 19 -21 -22 -23 23 29 25 26 -28 32 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40
leaf_value=0 0 -0.002961620314189924 -0.012453344308550914 0.010370881929399976 -0.009512686439851625 0.00096032811536398235 0.0014548589800800977 0.0082556195803973557 0 -0.011312367335479575 0.0048939406819586339 0 0.0028532570155721582 -2.8433323250206798e-05 -0.0034107461156945903 -0.0018058961870449745 0.017532341647006906 0 0 -0.015713233574413139 0.0089428006788036599 0 0.010461078469712379 0 0.0040923933676957867 0.012567070426953476 0 0 -0.00026947942674537459 0 -0.012290386561402179 -0.0024169534509054826 -0.0091002017030304937 -7.7743020374073228e-05 0 0.007643515683753932 -0.0081753232592659004 0.017239689740164026 0
leaf_weight=13.004948993264406 81.519446628179139 123.51358434638678 45.372206587853725 35.211280022645951 37.383188293533749 3.6709219342155839 13.218384914718627 141.93206598966935 3.1935344386438373 26.511814511235574 15.754177037888438 0.26663536965497669 181.53237522993004 1074.7383007974204 25.897804568157881 137.98191290797877 31.239696713908415 21.89367800130276 66.349349285323115 104.01046914717517 12.215027496196852 0.80682010705640905 26.072553134661575 32.440844397831825 299.49992152483901 55.825408549164422 28.953731642002822 14.120977741520617 754.28321715030324 6.5960118011571458 95.4292552781626 277.90987321277498 86.469155311708164 35.040634017721459 5.8362943583488258 42.423386167392891 33.099963155669684 27.112204920653316 0.97597215929999848
leaf_count=13374 89730 119277 47327 36692 37690 3704 15593 142497 3540 30000 19470 351 184486 546604 33473 183091 36217 24251 74199 122075 14926 937 28167 29492 173282 44862 25042 16098 317086 6138 79082 121899 100911 38150 6817 44418 28053 24145 1249
internal_value=0 0.000557294 -0.00574078 0.00259861 0.000425384 -0.00434401 0.00219348 0.00408494 -0.00266675 -0.00820445 0 -0.0101042 -0.000125233 0.000566395 -0.000635409 -0.00330909 0.000441306 0.00835468 -0.00777968 -0.00970769 0 0.0137819 0 -0.00333444 0.000429153 0.00183262 0.00875104 -0.0018638 0.000772382 -0.00774163 -0.00958189 0 -0.0073774 0.00207938 0.00705655 0.00474362 0 0.00737946 0.0152688
internal_weight=0 459.033 58.6438 400.389 365.178 41.0541 324.124 281.2 42.9237 29.7053 139.268 45.6388 3560.27 1259.87 2300.41 400.395 191.922 53.9402 208.473 170.36 38.1128 32.0465 1900.01 201.416 1698.59 1138.56 84.7791 560.032 1053.78 134.466 127.87 459.442 100.59 66.9495 31.9088 185.131 75.5233 109.608 28.0882
internal_count=2864395 469515 61052 408463 371771 41394 330377 281244 49133 33540 138747 47678 2394880 734199 1660681 489169 244496 61405 244673 196274 48399 37154 1171512 187846 983666 560272 69904 423394 490368 114712 108574 306385 117009 73134 34984 187595 72471 115124 25394
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=9015956 18 2 193 68 4 19 26659 23332192 360 640 228 264 480 2360320 704 2098496
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=40
num_cat=16
split_feature=2 1 9 0 3 3 0 0 9 1 0 0 1 0 0 0 3 3 0 3 9 1 0 9 0 0 2 0 2 1 3 3 2 9 2 2 0 0 3
split_gain=0.0274854 1.04697 0.677938 0.505766 0.466558 0.653363 0.647304 0.552712 0.485082 0.841862 0.812177 0.647266 0.415982 0.257216 0.244952 0.218992 0.652201 0.36928 0.269735 0.188851 0.173653 0.162796 0.497312 1.31434 1.59981 0.698124 0.593294 0.542138 0.478703 0.41718 0.376553 0.373081 0.515825 0.346094 1.38435 0.875466 0.761673 1.13157 0.946827
threshold=0 1 2 19.500000000000004 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 3 4 1.5000000000000002 1.0000000180025095e-35 5 18.500000000000004 24.500000000000004 1.5000000000000002 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6 7 8.5000000000000018 8 34.500000000000007 5.5000000000000009 9 1.0000000180025095e-35 10 11 1.5000000000000002 1.0000000180025095e-35 12 13 14 15 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35
decision_type=9 1 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 1 1 2 1 2 2 9 2 9 1 2 2 9 1 9 9 2 2 2
left_child=1 2 3 15 5 8 -7 -8 10 13 -3 -11 19 -10 -14 16 18 -17 -1 -4 -6 33 25 31 30 26 -23 -28 29 -27 -25 -24 -33 35 -35 -2 38 -38 -37
right_child=21 4 12 -5 20 6 7 -9 9 11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 -26 28 27 -29 -30 -31 -32 32 -34 34 -36 36 37 -39 -40
leaf_value=0.012392030786520965 0.006516330461777498 0.01237689427414199 0 0 0.0076416143547106928 0 -0.018043630831837451 0 -0.015640729444016562 -0.0053679947695236679 -0.0012001580647269926 0.00649543007095864 -0.0096594876520917951 0 0 0.017555170886711335 -0.0016643370297978782 0 0 0.0088593059312194605 0 0 0 -0.017658697463663883 0.005235488241332892 0 0 -0.0072200826751365414 -0.00016893027489984494 0.012423816579773261 0 0.014734859971193719 0 0.0010830042389270635 -0.010282182963620391 0 -0.00822183997772955 0.0013004610308369911 0.0084116155594724257
leaf_weight=33.164591998545802 236.62872733929908 39.401661650415917 5.2080516197602265 2.4109507348330217 5.5183190865791403 35.791740428932826 44.409464607044356 0.40096717947744664 32.817855664608942 50.299595174255955 24.646832144018845 68.57159064647567 37.511847780035168 1.2266257242008567 0.59901669586542894 57.59860714476963 53.376793818039005 1.0080818968708616 16.36001434490754 6.7422520535183139 23.136267711044642 1286.0419677357131 16.3897662080708 90.347046158545709 9.4677204264444281 65.173850457464141 148.2929611524105 216.68949492791216 22.078144570616132 59.214762791751127 24.767235054954654 9.6462166334968042 4.3396993612404904 346.24723332360008 95.890182064045803 331.16624874625995 195.18116360392742 168.81010548764607 151.50687665761507
leaf_count=28561 225584 39224 5372 2534 5123 39202 46188 456 34056 45266 25997 66257 37237 1517 684 64295 50667 949 15273 7256 22791 750617 6061 35327 5184 18135 186311 259287 23488 29367 15804 6514 5066 202837 101006 181636 87136 51127 134842
internal_value=0 0.000624778 0.00588814 0.00884271 -0.00227451 -0.00416849 -0.0105136 -0.0158097 0 -0.00360791 0.00474194 0 -8.58e-05 -0.0122256 -0.00655558 0.0106754 0.00231347 0.0162173 0.00938364 0.00393328 0.00396361 -0.000117265 -0.000782248 -0.00577984 -0.0103706 -0.000103728 -0.000886748 -0.00423247 0.00567293 0.00797847 -0.0152532 0.00479989 0.0113042 0.000540468 -0.00140819 0.00162469 0 -0.00328144 0.0025655
internal_weight=0 540.201 213.98 163.919 326.221 297.566 80.6022 44.8104 216.964 152.916 64.0485 118.871 50.0612 34.0445 38.1109 161.508 102.901 58.6067 49.5246 11.9503 28.6546 3477.88 1952.45 154.958 124.582 1797.49 1651.02 364.982 146.467 124.389 115.114 30.3757 13.9859 1525.43 442.137 1083.29 846.664 363.991 482.673
internal_count=2864234 538905 212828 162279 326077 298163 85846 46644 212317 147096 65221 111523 50549 35573 37921 159745 94501 65244 43834 12628 27914 2325329 1341161 73956 56315 1267205 1196215 445598 70990 47502 51131 17641 11580 984168 303843 680325 454741 138263 316478
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=9016084 300 5 6 18 4 2 147 10 4457576 2361418 36 2272 1 18901089 4211851
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=40
num_cat=16
split_feature=2 9 1 1 3 0 0 3 3 3 12 1 3 0 0 0 3 0 0 3 9 2 0 1 0 0 2 3 2 0 2 2 1 0 3 1 3 0 2
split_gain=0.0289186 0.341431 0.704478 0.269772 0.512091 0.622669 0.524906 0.404235 0.266922 0.262124 0.209451 0.582116 0.305669 0.195839 0.171458 0.167224 0.174192 0.166628 0.149073 0.121585 0.115821 0.751955 0.381903 0.347788 1.56164 1.1273 0.747346 0.648355 0.645115 0.34212 0.697555 0.677871 0.658134 0.883598 0.545935 0.729499 0.310349 0.301555 0.27472
threshold=0 1 2 3 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 10.500000000000002 9.5000000000000018 4 5 13.500000000000002 2.5000000000000004 4.5000000000000009 6.5000000000000009 6.5000000000000009 47.500000000000007 1.0000000180025095e-35 16.500000000000004 6 7 12.500000000000002 8 2.5000000000000004 5.5000000000000009 9 1.0000000180025095e-35 10 11.500000000000002 11 12 13 38.500000000000007 4.5000000000000009 14 6.5000000000000009 23.500000000000004 15
decision_type=9 1 1 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 9 2 1 2 2 9 2 9 2 9 9 1 2 2 1 2 2 9
left_child=1 3 13 7 -5 -6 8 -1 -7 -9 20 14 -13 18 -12 16 -15 -4 -3 -20 21 22 36 24 26 27 -23 -25 -27 31 37 34 33 -32 35 -22 -2 -31 -26
right_child=10 2 17 4 5 6 -8 9 -10 -11 11 12 -14 15 -16 -17 -18 -19 19 -21 29 23 -24 25 38 28 -28 -29 -30 30 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.015104587125619094 0 -0.012964544330760911 -0.00010902190997852259 0 0.015628532901456171 0 -0.010723310432897303 0 0 0.0072116551026385999 -0.016969107126488518 0 0.010395676785713109 0 0 0 0 -0.0074962218573607622 0 0 -0.001282918130471096 0 0 0 0.013821557562100496 0.0098676184407018013 -0.0066099626418400495 0 -0.0086151106555325142 0.015977873350512779 0 0 0 0 -0.012386448130942192 0 0 -0.0070634356941933346
leaf_weight=102.23384437856475 44.700268044391123 16.957705156652082 52.681904303026386 59.024797035948723 26.038456358295662 58.993550904138829 13.127240381640148 31.588338135270533 1.7528679354873009 1.7087389489024634 3.5765007435111329 13.351582834089641 0.039031737018377366 18.90421740030434 3.0799511079021613 7.9087937018921357 0.88347369901020911 0.35838918044464563 19.721966026016165 0.076112219627247124 33.846969226295187 18.74884887583903 1.4364594663784362 348.60436533833126 5.6478793175774626 27.617701918323291 192.63028378463787 241.65597636763414 63.757682568801101 18.118771349763851 76.721733486861922 2284.4522816567296 23.280128620739561 2.7772239058976984 19.224643074674532 92.312982910843857 1.0097157115815196 6.5936292718979521 82.011231405922445
leaf_count=119931 46846 21297 67599 59308 33495 53141 10146 57915 2070 1652 4160 16093 38 21641 2578 9428 1041 363 19599 80 34893 17833 1532 170917 7063 27149 143588 232628 18138 18497 17367 1433756 13282 1552 18553 107244 1097 8399 42217
internal_value=0 -0.000742167 -0.00479804 0.000359455 0.00343528 0.00764447 0.0115339 -0.00149932 0.0144955 -0.00839485 0.000105069 -0.00610382 -0.0119786 0 0.000730174 0.00569447 0.00843596 -0.0108318 -0.00114463 -0.00562955 0.000273426 0.00115662 0.0101392 5.042e-05 0.00292957 -0.000889332 0.00795486 -0.00294664 0.00729895 0 0.00440882 -0.000382518 0.00818565 0.0118812 -0.00620541 -0.00912579 0.0135689 -0.00269481 -0.00532811
internal_weight=0 411.96 117.493 294.468 158.937 99.9121 73.8737 135.531 60.7464 33.2971 3605.2 20.0471 13.3906 64.4523 6.65645 27.6965 19.7877 53.0403 36.7558 19.7981 3585.15 1027.82 47.1464 980.674 299.038 681.636 211.379 590.26 91.3754 2557.33 127.491 2429.84 102.779 79.499 145.385 126.16 45.71 24.7124 87.6591
internal_count=2864126 478706 141048 337658 158160 98852 65357 179498 55211 59567 2385420 22869 16131 73086 6738 32110 22682 67962 40976 19679 2362551 709008 49475 659533 210701 448832 161421 403545 45287 1653543 59097 1594446 32201 18919 160690 142137 47943 26896 49280
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22037537 9 480 396 1 322 6 590340 786 8400898 2361498 2578 860164 157 386 8194
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=40
num_cat=16
split_feature=2 9 1 3 0 1 3 1 3 0 0 0 3 3 0 0 9 2 1 1 2 2 0 0 2 1 0 0 3 3 3 1 0 1 0 0 2 3 3
split_gain=0.0219314 0.307947 1.04184 0.265955 0.282785 0.201892 0.146973 0.248838 0.277859 0.261698 0.134588 0.295385 0.139187 0.137023 0.129128 0.204558 0.108282 0.800195 0.859836 0.796076 1.00807 0.903721 0.670699 0.551365 0.323633 0.454989 0.394478 0.294802 0.27307 0.253508 0.491431 1.82252 0.414497 0.292275 0.252358 0.25046 0.212466 0.0918114 0.195828
threshold=0 1 2 1.0000000180025095e-35 47.500000000000007 3 9.5000000000000018 4 14.500000000000002 7.5000000000000009 1.5000000000000002 6.5000000000000009 4.5000000000000009 1.5000000000000002 32.500000000000007 1.0000000180025095e-35 5 6 7 8 9 10 7.5000000000000009 3.5000000000000004 11 12 19.500000000000004 7.5000000000000009 6.5000000000000009 6.5000000000000009 4.5000000000000009 13 11.500000000000002 14 1.5000000000000002 1.5000000000000002 15 2.5000000000000004 14.500000000000002
decision_type=9 1 1 2 2 1 2 1 2 2 2 2 2 2 2 2 1 9 1 1 9 9 2 2 9 1 2 2 2 2 2 1 2 1 2 2 9 2 2
left_child=1 5 10 -4 -5 14 16 -8 9 -9 -3 12 13 -12 15 37 17 18 -2 21 22 34 -21 -20 25 -18 28 -23 -27 30 33 -32 36 -26 -19 -22 -31 -1 -39
right_child=6 2 3 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 24 19 23 20 35 27 -24 -25 29 26 -28 -29 -30 32 31 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=0.0021370378950263712 0 0 0 -0.017824751364826336 0 -0.0010656326024429431 0 0.015352779662387454 0 0 0 0 0 0.013118608208136484 0 0.0061187070179687325 0 0.0019934215692073822 0.01984083878844423 0.013552326217207518 -0.0019426967605171966 -0.01302079156406068 0 0 0.0010780074451588227 -0.0086183513955375365 0 0 0 0 -0.0059679578950147848 0.014220295808076506 0 -0.0013266018826033411 -0.0028344146470054635 0.0026994485387736226 -0.011350137689081472 -0.0062870964590625248 0
leaf_weight=55.15466544147057 20.796125006585498 36.243665873902501 20.613737601321191 35.686453832102416 0.19388155380147409 184.27637713148579 4.0064265631954186 13.322605932000446 3.0195394010515875 0.85570090659894127 17.592603819881337 10.008019833840079 3.5981297070247811 11.544136368640464 1.9292067043279519 109.23769646356959 208.72305536348722 179.3733737197399 36.743631984943931 87.072565168942674 235.66433534350654 74.592796898836241 5.3954939545365042 6.8761526655580374 1047.9239396072753 175.60875442504039 4.3476815950998562 6.17386284690292 3.4677738559548734 7.8904808109655278 25.857946868720319 64.030192170546798 1.4285462164407352 902.38430932558549 180.55639292237174 176.11525271926803 26.463031921826769 32.930805879092077 0.88046318088890885
leaf_count=63027 20596 42136 18366 39972 204 202629 4502 11087 2386 481 18410 11401 4205 13298 1426 88545 230595 123173 40115 83106 173635 83297 4947 7179 482190 183900 4487 6442 3073 8317 24918 57670 590 581488 74321 86007 24637 36329 1031
internal_value=0 -0.00060293 -0.00430611 -0.0119538 -0.0165488 0.000278186 6.67793e-05 0.00538631 0.00833529 0.0131113 0.000822245 0.0044395 0.00836289 0.00988584 0.00273624 0.00372548 0 0.000841666 0.0091555 0 0.00254733 -0.00303548 0.0101616 0.0147845 -0.000367885 -0.002877 -0.00606244 -0.0105966 -0.00774489 9.72896e-06 0.000342443 0.00655864 -0.0059034 0 0 0 -0.0100017 0 -0.00287984
internal_weight=0 519.89 135.481 56.4941 35.8803 384.409 3498.69 21.2043 17.1978 14.1783 78.9866 42.7429 32.7349 29.1367 200.133 198.204 3477.49 1009.36 64.4159 944.944 504.248 440.696 92.4681 43.6198 2468.13 392.147 183.424 80.7667 179.077 2075.98 2040.2 89.8881 35.7821 1950.31 359.93 411.78 34.3535 88.9659 33.8113
internal_count=2864118 540979 147992 58542 40176 392987 2323139 18456 13954 11568 89450 47314 35913 31708 190358 188932 2304683 702818 67890 634928 347695 287233 88053 47294 1601865 422055 191460 89739 186973 1179810 1146266 82588 33544 1063678 197494 259642 32954 100387 37360
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22021161 9 488 535 778 6 598532 778 180 2359440 2099266 2918916 913 262 78 256
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=40
num_cat=15
split_feature=2 1 0 3 3 9 0 0 0 0 3 3 3 3 0 3 0 0 11 3 3 9 0 3 0 0 2 1 3 1 2 1 3 1 2 0 1 1 2
split_gain=0.030574 0.186119 0.495282 0.258556 0.362231 0.243748 0.332699 0.261258 0.264743 0.409188 0.462306 0.242553 0.238085 0.203191 0.124394 0.120195 0.0942676 0.279328 0.079114 0.191289 0.223764 0.129894 0.0886339 0.0788054 0.699911 0.42415 0.501511 0.388942 0.389592 0.276243 0.251314 0.265552 0.196187 2.1214 2.41383 1.1929 0.280318 0.255187 0.84576
threshold=0 1 1.5000000000000002 3.5000000000000004 5.5000000000000009 2 23.500000000000004 9.5000000000000018 3.5000000000000004 1.5000000000000002 3.5000000000000004 7.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 6.5000000000000009 10.500000000000002 3 6.5000000000000009 1.0000000180025095e-35 4 13.500000000000002 5.5000000000000009 7.5000000000000009 1.5000000000000002 5 6 9.5000000000000018 7 8 9 3.5000000000000004 10 11 4.5000000000000009 12 13 14
decision_type=9 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 1 2 1 9 1 2 1 9 2 1 1 9
left_child=1 5 13 14 -5 7 -7 8 9 12 -11 -10 -1 -3 -4 -9 -16 -18 23 20 -20 22 -22 32 25 30 29 -26 -29 -27 31 -25 37 34 36 -36 -34 38 -2
right_child=18 2 3 4 -6 6 -8 15 11 10 -12 -13 -14 -15 16 -17 17 -19 19 -21 21 -23 -24 24 27 26 -28 28 -30 -31 -32 -33 33 -35 35 -37 -38 -39 -40
leaf_value=0.0061607498120435644 0.006696504448539098 -0.0087725903624460821 0 0.011934829569505064 0 -0.0088074246111504821 0 -0.0054990565323407015 0.01126267388606848 -0.0098219331141092079 0 0 0 0 -0.0063017701248872394 0 0.0061944405821237145 -0.0054733171205850204 0 0 0.013508801389775928 0 0 0 0 0.0077985900772338723 -0.010496506055461676 0.02165182783994013 0 -0.0011254571705115012 0 0.0083165375857992604 0 -0.011470050483228474 0.020121965955801752 0 -0.0090709354079495999 -0.00046668223130549462 0
leaf_weight=98.995734809315763 196.11096458095562 89.451355020479241 41.812091256448184 12.874097174862984 5.6418637898314037 27.004249902209271 1.5085024290019635 11.241540259812611 42.694856695074122 34.266101781642647 7.0328191305088685 1.1039805826294458 10.028417676337993 10.151767905219456 27.601635454237112 6.1777525850338852 11.420415762608174 10.188329693803096 10.74654467508663 1.7695052878989361 16.597979620739352 1.0849551450810455 0.31461079517612134 6.903762017871486 1.917692439223174 4.5155485706927703 36.974379424493236 9.3660768645786394 0.86668345480575304 3.485244511248311 41.490868961351225 51.335750523358001 45.068931345624151 115.74451167155348 64.030107115730061 8.5263217990868707 35.785917558614528 2064.5143589107447 851.11683410564729
leaf_count=111102 198617 100892 42757 14596 6125 30465 1372 9907 35469 29234 7145 1133 10750 10362 28527 5269 11182 9721 3492 1700 9493 820 138 6871 1099 3510 30160 4273 514 3661 48221 47363 43087 115588 62328 6693 37238 1190985 582354
internal_value=0 -0.000739665 -0.00291665 0 0.00715638 0.000231452 -0.00369432 0.00245656 0.00430218 0 -0.00470257 0.00959601 0.00425342 -0.00743319 -0.000913005 -0.000976115 -0.00412041 0 0.000102756 0.00370204 0.00683235 0.0101859 0.0105035 0 0.00203278 0 -0.00679884 0.0135783 0.0152359 0 0.00244547 0.00578611 -6.83372e-05 -0.00256 0.00372552 0.0145476 -0.00510419 7.40828e-05 0.00139335
internal_weight=0 449.196 209.142 109.538 18.516 240.054 28.5128 211.541 194.122 150.323 41.2989 43.7988 109.024 99.6031 91.0225 17.4193 49.2104 21.6087 3568.27 30.5136 28.7441 17.9975 16.9126 3537.75 156.856 144.706 44.9752 12.1505 10.2328 8.00079 99.7304 58.2395 3380.9 269.156 153.411 72.5564 80.8548 3111.74 1047.23
internal_count=2864213 466008 224162 112908 20721 241846 31837 210009 194833 158231 36379 36602 121852 111254 92187 15176 49430 20903 2398205 15643 13943 10451 9631 2382562 145672 139786 37331 5886 4787 7171 102455 54234 2236890 264934 149346 69021 80325 1971956 780971
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=22545953 109 3 1 3 8658952 34 597 43222 522 157 8437852 25 866 344094
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=40
num_cat=16
split_feature=2 9 1 0 0 3 3 0 0 3 1 0 0 0 0 1 0 3 3 3 9 2 0 2 1 0 0 1 2 0 0 1 1 0 3 2 1 1 0
split_gain=0.0219583 0.162172 0.567961 0.173302 0.154536 0.15129 0.153128 0.134627 0.127193 0.11716 0.0983866 0.511038 0.689576 0.387223 0.678365 0.353054 0.212749 0.16014 0.151886 0.146723 0.0849301 0.636543 0.628423 0.324523 0.757715 0.473777 0.434445 0.405238 0.677966 0.814915 0.274372 1.3267 1.11593 0.269511 0.294556 0.263455 0.288932 0.210898 0.176448
threshold=0 1 2 2.5000000000000004 47.500000000000007 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 16.500000000000004 3 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 6.5000000000000009 4 10.500000000000002 10.500000000000002 2.5000000000000004 9.5000000000000018 5 6 2.5000000000000004 7 8 1.5000000000000002 1.0000000180025095e-35 9 10 5.5000000000000009 2.5000000000000004 11 12 10.500000000000002 3.5000000000000004 13 14 15 10.500000000000002
decision_type=9 1 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 9 2 9 1 2 2 1 9 2 2 1 1 2 2 9 1 1 2
left_child=1 10 3 7 -4 6 -5 -3 -8 -9 13 -12 17 -1 19 -14 -16 -13 -17 -15 21 22 37 24 33 26 -26 28 38 -30 32 -32 -29 34 -23 36 -22 -2 -25
right_child=20 2 4 5 -6 -7 8 9 -10 -11 11 12 15 14 16 18 -18 -19 -20 -21 35 23 -24 27 25 -27 -28 30 29 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0010598330108236166 0 0 -0.012492417909149177 0 0 0 0.012097187733415317 -0.0071909660662478649 0 0 -0.0026032565332018073 0.010780063890075898 0.0019562298654305778 -0.013770603572564558 0.0076647951116552999 -0.011843658315674459 0 0 0 0 0 0.010591577053220461 0 0 -0.0060942277351471582 -0.016007285075168215 0.0058496385234774505 0.010519184406107048 -0.015000105687535813 0 -0.010007284956007752 0.0050985365732203677 0 0 0 -0.00056464481082774609 0.0049152642247152767 0.016984792563733805 0.0065606763650454805
leaf_weight=42.214961331232189 4.1201328281094902 16.915688747511012 36.240867282773252 15.163187841695622 0.37795367444050398 1.1352837750164315 11.029475880859533 19.558490924740912 0.52842127313488241 0.063555260858264684 51.088283377619518 89.030569164911867 20.77076276949083 34.90389427592163 6.2131380752398382 9.664699792818281 3.8856934839277528 1.6794872677419324 4.5000908161309772 0.48117879033088584 54.896712164700148 25.152420593316496 8.6075983653427084 273.6339564807131 43.460986644462537 29.506924387489562 17.230275514604728 125.43258720963058 42.920731234175037 5.0836055415275032 51.995917268097401 115.95107886279584 267.33354585838242 3.5786827486590473 6.3735903567721826 2385.5963181787192 161.97324972513343 18.120001431860153 11.224812058353562
leaf_count=46952 4499 21412 36702 17571 381 1379 12741 19464 596 75 64470 77370 17811 35049 5477 7589 3752 2009 3142 518 57144 26720 9296 152270 56448 35323 20463 103515 44777 5142 31391 49156 173639 4158 6044 1473935 211859 18953 5188
internal_value=0 -0.000700548 -0.00359823 0 -0.00998878 0.00540181 0.0075124 -0.000820549 0.0106712 -0.00529465 0 0.00184651 0.00585494 -0.00138481 -0.00733103 -5.82805e-05 0 0.0100661 -0.00780334 -0.0128761 7.47002e-05 0.000866681 0.0100751 0 -0.0038435 -0.00863263 0 0.000927606 -0.00119794 -0.00912009 0.00268457 0 0.00411141 0.0025113 0.00725847 -0.000139505 0.00272886 0.0167506 0.000172201
internal_weight=0 365.446 101.013 64.3941 36.6188 27.8564 26.7211 36.5377 11.5579 19.622 264.433 176.734 125.646 87.6989 45.4839 34.9356 10.0988 90.7101 14.1648 35.3851 3652.19 1049.73 30.8477 1018.88 125.303 90.1982 60.6913 893.576 332.863 48.0043 560.713 167.947 392.766 35.1047 31.526 2602.47 216.87 22.2401 284.859
internal_count=2864380 374460 110321 73238 37083 32287 30908 40951 13337 19539 264139 172391 107921 91748 44796 28542 9229 79379 10731 35567 2489920 746982 32748 714234 149156 112234 76911 565078 207377 49919 357701 80547 277154 36922 32764 1742938 269003 23452 157458
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22021153 9 480 388 58 6 589828 8441866 624 164 2107968 272 784 8441864 354 584
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=40
num_cat=15
split_feature=2 1 0 0 3 1 3 1 9 3 3 1 0 3 0 0 9 3 11 3 1 2 3 0 0 0 9 0 3 3 2 0 0 3 9 2 0 0 2
split_gain=0.0237481 0.249575 1.03141 0.905462 0.475849 0.568563 0.722588 0.297716 0.255948 0.258044 0.213103 0.195206 0.247385 0.173359 0.14174 0.13945 0.137968 0.110951 0.0775783 0.0617384 0.0579039 0.373967 1.74612 0.44108 0.571132 0.459844 0.408969 0.330296 0.389617 0.28825 0.216847 0.733571 1.05091 0.650407 1.35494 0.97826 0.897508 0.330488 0.956432
threshold=0 1 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2 6.5000000000000009 3 4 9.5000000000000018 9.5000000000000018 5 7.5000000000000009 14.500000000000002 27.500000000000004 24.500000000000004 6 7.5000000000000009 7 10.500000000000002 8 9 3.5000000000000004 16.500000000000004 7.5000000000000009 1.0000000180025095e-35 10 38.500000000000007 2.5000000000000004 8.5000000000000018 11 20.500000000000004 9.5000000000000018 2.5000000000000004 12 13 7.5000000000000009 1.0000000180025095e-35 14
decision_type=9 1 2 2 2 1 2 1 1 2 2 1 2 2 2 2 1 2 9 2 1 9 2 2 2 2 1 2 2 2 9 2 2 2 1 9 2 2 9
left_child=1 3 17 4 7 6 -6 -1 -5 15 20 -12 16 -7 19 -10 18 -3 -13 -4 21 22 -2 24 25 -23 -26 28 -25 -24 31 32 -22 37 35 -35 -36 38 -32
right_child=10 2 14 8 5 13 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 30 23 29 27 26 -27 -28 -29 -30 -31 33 -33 -34 34 36 -37 -38 -39 -40
leaf_value=0 0 0.0039591497965026281 -0.010304320732877091 0 0.017457721316597365 -0.0054999751919427393 0 -0.0096482697138835297 0.01148100209349638 0 0 0.015081728769369264 0 0 0 0 0 0 0 0 0 -0.0023653898208223422 0.01815156421856344 0.013052886644725099 0 0.0015807177704436955 -0.0089332542700609665 0 0 0 0.0089006467724487004 -0.011941408677727606 0.010980333127847618 0.014323826726784426 -0.011542105842620172 -0.0027604894861032554 0.0010348595822535626 -0.0015913985398464754 -0.0016187770966758299
leaf_weight=24.86618612427992 177.37912076895736 76.735002405672276 106.9781389240743 7.6278729858531733 14.265258942890798 47.206231061107246 2.3236171056778394 59.574356285374961 83.748039500693267 1.2010836297122285 2.6223473492718767 19.502249110621044 1.0881667801877473 0.92141377640655164 2.3818218784581395 3.432335409190272 2.0503297191025984 1.7523552504135285 0.24371890915791894 0.73364583833608676 1116.2894950546433 453.3600805795304 44.453408839683107 34.804211099559325 15.260927265248027 728.00649032188994 89.966446211990842 2.6531433250056571 1.5613701327674778 0.75371669715968792 105.07101877350215 14.150096201992708 66.607841987468419 18.597109536953212 194.85179630298808 11.414485630215497 15.502841926936524 359.99225795147504 108.36376433376427
leaf_count=25875 180983 81744 103660 8591 15369 51856 3033 67078 72143 1188 2870 16799 700 1071 1837 3032 2019 2034 212 920 716364 278202 42844 4936 3215 268045 23046 1190 638 703 108216 7974 25904 19144 199732 11856 13974 374726 120556
internal_value=0 -0.000681925 -0.00339729 0.000538265 -0.00293131 0.00024713 0.00954703 -0.00741496 0.00776657 0.00889615 6.88427e-05 0.00622114 0.0080749 -0.00246061 -0.00944951 0.0107727 0.0119119 0.00227917 0.0120874 -0.0100564 0 0.000425976 0.00391646 -3.7985e-05 -0.000658384 0 -0.00681581 0.00746105 0.010376 0.0169661 -0.000376591 0.000281328 0.000968945 -0.00166357 -0.00573581 0.00567628 -0.00897996 0 0.00308525
internal_weight=0 433.747 188.581 245.166 149.157 64.7165 16.5889 84.4405 96.0093 88.3815 3584.55 25.5068 22.8845 48.1276 110.094 87.1804 21.7963 78.4874 19.746 107.712 3559.04 1548.2 222.586 1325.61 1286.59 1181.37 105.227 39.0187 36.3656 45.2071 2010.84 1197.05 1182.9 813.793 240.366 30.0116 210.355 573.427 213.435
internal_count=2864279 439431 190195 249236 164282 71329 18402 92953 84954 76363 2424848 22600 19730 52927 106417 75175 19030 83778 17011 104580 2402248 803802 224530 579272 572508 546247 26261 6764 5574 43547 1598446 750242 742268 848204 244706 31000 213706 603498 228772
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=22545545 433 288 144 4 522 3 1 526 277268 12 81990 12 2140208 10486560
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=40
num_cat=19
split_feature=2 9 1 0 0 1 0 0 0 3 0 3 9 2 0 2 1 3 1 1 2 0 0 2 2 1 1 0 0 1 2 1 2 3 0 3 0 0 3
split_gain=0.018272 0.381653 0.315508 0.571887 0.514746 0.185818 0.180796 0.239843 0.178041 0.167061 0.156498 0.103176 0.0870365 0.575211 0.544686 0.312074 0.705195 0.528023 1.7519 1.39852 2.03609 1.28569 1.27938 1.19326 0.24559 0.274444 0.209414 0.198336 0.305264 1.15653 0.373113 0.57713 0.313367 0.209069 0.166002 0.438834 0.160107 0.706507 0.215421
threshold=0 1 2 2.5000000000000004 12.500000000000002 3 12.500000000000002 2.5000000000000004 47.500000000000007 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 4 5 2.5000000000000004 6 7 3.5000000000000004 8 9 10 1.5000000000000002 4.5000000000000009 11 12 13 14 38.500000000000007 17.500000000000004 15 16 17 18 3.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009
decision_type=9 1 1 2 2 1 2 2 2 2 2 2 1 9 2 9 1 2 1 1 9 2 2 9 9 1 1 2 2 1 9 1 9 2 2 2 2 2 2
left_child=1 2 6 10 -5 -3 7 -1 9 -7 -4 -9 13 14 26 16 34 19 22 21 -21 -17 -19 -20 25 36 -2 28 30 33 31 -26 -31 -30 35 -15 38 -38 -14
right_child=12 5 3 4 -6 8 -8 11 -10 -11 -12 -13 24 15 -16 17 -18 18 23 20 -22 -23 -24 -25 27 -27 -28 -29 29 32 -32 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0 0 0 0 -0.015055969292730946 0 -0.012995252567684988 0 0.012195096345054121 0 0 0.0056533955596778278 0 0.0088504848980706496 0.011925819418014986 0 0 -0.0099053940903890761 0.025033995146102446 0.0070243600726232957 0 -0.014671130953114932 0.010207149574835459 0 -0.0098119266190263218 0.00019514965441097873 0 0.016134472052615822 -0.0081815474284712749 0.015392464748590235 0 -9.1637994110076813e-05 -0.0083043538587754106 -0.0096958853383513031 0 0 0 -0.0076912867605302962 0.0073617377431050741 0
leaf_weight=55.938814462177106 4.1239384273430915 17.146610589377815 24.161709325009724 19.389107460825475 4.2525783232558743 33.185976384891546 5.3652147513203081 26.043811693540196 0.21560451359255139 1.4129457342496596 21.086665000046196 0.41271332942414929 80.207342377398163 14.668308570588129 8.4559084002103173 211.07783499286597 56.543546712371608 33.143973852274939 27.259301563426561 411.87378526491375 85.358715442736866 167.0252965970285 5.2553523506212505 50.828080490806315 46.818454602769634 66.548885301301198 18.545287342582021 6.9434075996541642 39.541791609284701 1.7159545936156062 2269.9289805543958 113.71326609349489 10.868481545476241 1.5719839370285615 2.8050279173621666 2.2887546462879973 26.316716195673507 38.891880856519492 5.1041919204144497
leaf_count=55661 4479 18642 28751 12354 3147 36007 3162 13319 224 1777 19686 386 111718 15700 9212 160549 74716 30291 28907 206502 92398 104448 3705 45455 53522 70093 19255 7099 10887 1779 1401023 118938 6888 819 2865 2897 32703 48421 5818
internal_value=0 -0.000782609 0.000537574 -0.00181986 -0.0106184 -0.00652754 0.00472665 0.00660588 -0.00914339 -0.0118035 0.000949211 0.0113736 8.89644e-05 0.00086749 0.0096454 2.03962e-06 -0.00458434 0.000809679 0.00638034 0 -0.00347792 0.00423164 0.0172626 -0.00100557 -0.000125904 0.00264901 0.0157989 -0.000524272 -0.00028826 0.00533456 -0.000597947 -0.00478501 -0.00503861 0.0124695 0.00206012 0.00646828 0.0049251 0 0.00749547
internal_weight=0 208.612 156.651 68.8901 23.6417 51.9611 87.7606 82.3953 34.8145 34.5989 45.2484 26.4565 3807.42 1099.25 31.1251 1068.13 76.3056 991.822 116.487 875.336 497.233 378.103 38.3993 78.0874 2708.17 217.069 22.6692 2491.1 2484.16 53.6982 2430.46 160.532 12.5844 41.1138 19.7621 16.9571 150.52 65.2086 85.3115
internal_count=2864203 193116 136466 63938 15501 56650 72528 69366 38008 37784 48437 13705 2671087 801379 32946 768433 96178 672255 108358 563897 298900 264997 33996 74362 1869708 268753 23734 1600955 1593856 20373 1573483 172460 8667 11706 21462 18597 198660 81124 117536
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=22029313 9 203 36 6 589828 8441864 50 134 841 2099520 2224 8441864 541 584 91 2621956 416 2097424
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=40
num_cat=16
split_feature=2 3 1 2 3 3 1 0 3 0 2 0 3 2 3 3 9 0 1 0 3 0 0 9 3 1 3 0 1 0 1 1 3 1 2 0 0 0 2
split_gain=0.0313191 0.248489 0.768253 0.506649 0.239409 0.211363 0.302215 0.289792 0.19492 0.305245 0.313435 0.187643 0.356214 0.211825 0.207578 0.300122 0.176232 0.137829 0.373946 0.515942 0.302965 0.456435 0.269856 0.169457 0.155553 0.583046 0.144273 0.13705 0.38226 0.253218 1.41181 0.888581 0.229532 0.120072 0.613593 1.13008 0.241178 0.779524 0.269488
threshold=0 3.5000000000000004 1 2 10.500000000000002 9.5000000000000018 3 5.5000000000000009 4.5000000000000009 2.5000000000000004 4 1.5000000000000002 14.500000000000002 5 6.5000000000000009 10.500000000000002 6 8.5000000000000018 7 19.500000000000004 5.5000000000000009 23.500000000000004 10.500000000000002 8 5.5000000000000009 9 7.5000000000000009 6.5000000000000009 10 1.0000000180025095e-35 11 12 4.5000000000000009 13 14 2.5000000000000004 18.500000000000004 6.5000000000000009 15
decision_type=9 2 1 9 2 2 1 2 2 2 9 2 2 9 2 2 1 2 1 2 2 2 2 1 2 1 2 2 1 2 1 1 2 1 9 2 2 2 9
left_child=5 33 8 -4 16 17 -7 -8 9 10 -3 12 13 -10 -13 -16 -5 24 19 23 21 22 -20 26 27 -26 -19 29 -29 31 -31 -1 -30 34 35 -2 37 38 -36
right_child=1 2 3 4 -6 6 7 -9 11 -11 -12 14 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 32 30 -32 -33 -34 -35 36 -37 -38 -39 -40
leaf_value=-0.0071557190708660019 0.011818460691319865 0.011904007371288591 0 0 0 0 0.015302183572173264 0 0 0 0 0 0 -0.010022736132390044 0.011707469996534166 0 -0.012417441712633051 0.015408033330798722 0 0 0.0036484546041226614 0 -0.014200736261992489 0 0.0016275854897773016 -0.0089219979779760882 0 0 -0.012346836438234012 0.0071986810447625523 -0.0017001731537483169 0.0014084203786597317 0 -0.00049970186483620782 0 -0.0017600023161120735 -0.0071592525081171227 0.0071904420270143604 -0.0049079436081505556
leaf_weight=127.99223860515485 102.29780808279247 18.948503013612935 32.26779319979687 1.7749852068300243 4.2243364772002669 2.0647587328276131 10.748751054095916 0.9682721239805695 2.5269297209451906 16.383094060991425 10.440682689397365 20.804074027677419 1.4889262496435538 33.310826925502624 8.4443440573813842 2.4494334029150187 96.671584399202402 36.656902793009067 9.5166996595944529 11.995702209140289 1.8351303700765118 6.6399676636501672 18.937568974870373 8.7507550062728097 23.946744434324501 51.081790414362331 0.44478641045861778 12.074740034004206 23.596557998756911 257.44119987020531 331.08118066638781 300.10490262653911 1.0475634945905756 1336.9249830710232 832.92142872839759 42.202262951352168 16.146465933081345 115.99214889711584 84.06700561254911
leaf_count=137623 110781 17064 35818 2214 3548 2307 9688 749 2770 9913 11850 13307 1662 35343 6079 2135 97533 31746 10152 13190 1632 7721 21389 8138 23720 49426 230 10737 24069 273411 335687 299033 1019 729375 347998 37006 5990 31774 100536
internal_value=0 -0.000180278 -0.00303472 -0.00758156 -0.0105007 0.000416518 0.00730591 0.0101795 0.00114595 0.0053472 0.0093743 0 -0.00500133 -0.00892658 0.00176575 0.00744743 -0.0122616 0 0.00328265 0.00720822 0 -0.00632712 -0.0110754 0.0119446 -0.000170588 -0.00388992 0.0127413 0 -0.00414034 0.000465487 0.00195673 -0.000923591 -0.00876502 1.581e-05 0.000833748 0.00615978 0 0.000209249 -0.000556839
internal_weight=0 2780.29 249.736 134.939 102.671 1236.93 13.7818 11.717 114.797 45.7723 29.3892 69.0245 37.3267 35.8378 31.6979 10.8938 98.4466 1223.14 94.7775 57.8481 36.9294 35.0942 28.4543 45.8524 1128.37 75.0285 37.1017 1053.34 36.7189 1016.62 588.522 428.097 24.6441 2530.55 1193.63 144.5 1049.13 1032.98 916.988
internal_count=2864363 1602696 239236 139113 103295 1261667 12744 10437 100123 38827 28914 61296 39775 38113 21521 8214 99747 1248923 94198 53304 40894 39262 31541 40114 1154725 73146 31976 1081579 35825 1045754 609098 436656 25088 1363460 634085 147787 486298 480308 448534
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=10849174 337 8224 770 4722784 1024 8 173 5 290 577 204 196 180 4736008 4160
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=40
num_cat=14
split_feature=2 1 3 3 0 0 0 0 0 0 0 3 1 2 3 3 1 2 0 2 0 1 2 1 3 0 0 2 0 0 0 0 3 2 0 1 0 2 3
split_gain=0.0303813 0.350969 0.55406 0.775335 0.451688 0.304488 0.269016 0.744198 0.217726 0.285581 0.331433 0.212947 0.449764 1.05827 0.82922 0.296524 2.14958 0.525266 0.379237 0.279813 0.260107 0.57508 0.36421 0.34806 0.948657 1.7346 1.05044 0.477095 0.706653 0.275634 0.251753 0.234598 0.193419 0.439698 0.653924 0.185178 0.158345 0.146172 0.141742
threshold=0 1 5.5000000000000009 2.5000000000000004 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 19.500000000000004 7.5000000000000009 6.5000000000000009 3.5000000000000004 2 3 8.5000000000000018 2.5000000000000004 4 5 4.5000000000000009 6 9.5000000000000018 7 8 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 107.50000000000001 4.5000000000000009 11 6.5000000000000009 12 4.5000000000000009 13 5.5000000000000009
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 9 2 2 1 9 2 9 2 1 9 1 2 2 2 9 2 2 2 2 2 9 2 1 2 9 2
left_child=1 8 3 -3 6 -4 7 -5 9 10 38 15 32 -14 30 20 17 -17 19 35 23 22 29 27 25 -25 -26 -2 -29 -22 -15 -23 33 34 -13 -18 -35 -34 -1
right_child=11 2 5 4 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 18 -19 -20 -21 21 31 -24 24 26 -27 -28 28 -30 -31 -32 -33 37 36 -36 -37 -38 -39 -40
leaf_value=0.0032410600594458038 0.0049844930852008329 0 0.0097906931318180058 -0.0090915691784990392 0 0 -0.015724868403305725 0.0050894760271648484 -0.0014855400683213764 0.011379874593150964 -0.0057790100560434696 0.012873637916134785 0.0012421891537241876 0 0 0 0.0042522683341063208 0.018153209750283165 0.0019550970649332192 -0.0079240715283633995 0 -0.0094027343190647341 -0.0044083075618948147 0.0010087797554055981 -0.0034473623881633034 -0.0092015247606664664 0.007167847768405124 -0.0013244603107915665 0.0033862541416201965 0.0092436745562870758 -0.019581391753374339 0 0 -0.0060550201673368444 0 -0.0032905343432458574 0 -0.0044532278204058194 0
leaf_weight=404.68335214500257 214.14763254686477 282.17695178346185 28.280950002808822 41.49202280308964 5.8950694875966283 15.362710049113955 44.718767594356905 29.938811974374403 4.5082493713125578 25.618213872730848 6.076327942282659 49.614310937547998 44.926591952760646 25.553031281397125 7.7262957189741419 15.092917098008911 27.122348901662917 53.895086593489395 24.70337944131461 79.285378938693611 35.125663308135699 99.15279788193584 9.139733685369718 244.75809252117688 101.43465341567935 285.87705712480238 178.65706848502305 932.97749755598488 438.95664469324402 36.915699977820623 48.141078582668342 0.71028220205334847 55.783752860545064 14.69148079614388 6.5895146733382708 18.931149669329898 1.7904124368651526 49.961962576562655 26.997791696863715
leaf_count=417971 221256 290827 30322 48882 5204 14239 45122 35535 4649 21825 6095 39460 48187 40484 7379 17393 28702 48324 11540 68815 9100 49379 6835 181811 107258 162744 145021 425010 108549 6262 45785 707 37540 16106 2821 31205 1057 49506 25227
internal_value=0 0.000494404 -0.00103788 -0.00285337 -0.0086166 0.00587493 -0.0103993 -0.000442839 0.00251804 0.00330404 0.00149053 -0.000149475 -0.00256183 -0.00634397 -0.0120309 3.11456e-05 0.00340478 0.0146315 -0.00235089 -0.00549585 -0.000176332 -0.00356497 0.000272997 0 -0.00151266 -0.00415489 0.00239451 0.000971278 8.9104e-06 0.00490627 -0.0162685 -0.00776079 0 0.00396193 0.00787325 0 -0.000895921 -0.00154097 0.00261153
internal_weight=0 915.749 447.865 404.222 122.045 43.6437 116.15 71.4308 467.884 463.376 437.757 3101.66 304.778 126.347 81.4204 2796.88 219.03 68.988 150.042 125.339 2577.85 181.044 81.1811 2396.81 810.727 530.635 280.092 1586.08 1371.93 72.0414 73.6941 99.8631 178.431 72.6857 56.2038 46.0535 16.4819 105.746 431.681
internal_count=2864134 945898 470131 425570 134743 44561 129539 84417 475767 471118 449293 1918236 288325 141835 93648 1629911 205979 65717 140262 128722 1423932 72283 22197 1351649 596834 344555 252279 754815 533559 15362 86269 50086 146490 59444 42281 59907 17163 87046 443198
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=8756116 781 403 8226 224 7340064 3162123 137 2097226 62 6308872 6815842 515 1057857
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=40
num_cat=20
split_feature=2 9 1 1 0 3 0 3 1 3 3 2 0 1 1 9 2 0 1 0 2 2 0 0 2 1 3 0 3 0 2 3 3 1 3 1 2 1 0
split_gain=0.0188987 0.415221 1.19115 0.239526 0.206357 0.178796 0.347938 0.137223 0.187971 0.293865 0.122384 0.215507 0.216918 0.0930595 0.0838875 0.0735921 0.57463 0.536221 0.343111 0.59642 2.37318 1.38611 0.546846 0.412341 0.290366 0.359735 0.345507 0.335984 0.416361 0.307113 0.259821 0.256747 0.398822 0.385482 0.218952 0.942136 0.30317 0.179025 0.147305
threshold=0 1 2 3 23.500000000000004 3.5000000000000004 6.5000000000000009 2.5000000000000004 4 8.5000000000000018 9.5000000000000018 5 5.5000000000000009 6 7 8 9 2.5000000000000004 10 1.0000000180025095e-35 11 12 6.5000000000000009 1.5000000000000002 13 14 6.5000000000000009 18.500000000000004 6.5000000000000009 12.500000000000002 15 2.5000000000000004 1.5000000000000002 16 4.5000000000000009 17 18 19 54.500000000000007
decision_type=9 1 1 1 2 2 2 2 1 2 2 9 2 1 1 1 9 2 1 2 9 9 2 2 9 1 2 2 2 2 9 2 2 1 2 1 9 1 2
left_child=1 3 5 4 13 6 -3 14 -9 -10 15 12 -12 -1 -5 16 17 37 22 20 -20 -21 23 -18 25 31 34 28 -27 30 -28 32 -17 -33 36 -36 -26 -2 -24
right_child=10 2 -4 7 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16 24 18 -19 19 21 -22 -23 38 -25 26 27 29 -29 -30 -31 -32 33 -34 -35 35 -37 -38 -39 -40
leaf_value=0 0 0.011832625028737212 -0.01346824984164622 0.0025741980381163059 0 0 0 0 0.010681716425158895 0 0.012475666988310048 0 0 -0.0066590156350821109 -0.0014275100259008109 0 0 0 0.0012832440071431782 0.0083851645971218403 -0.015402741953216585 -0.0023428193536794198 -0.0069362078798765317 0.0085695333651649216 0.0041405526544191001 -0.0074498643076150979 0 0 0 0 -0.011527812009508347 3.970443036824977e-05 0.010544711640333318 -0.0085873114321787427 -0.0036010203837042974 0.0099708037119632525 -0.00024403231802758437 0.015640871590929372 0
leaf_weight=22.570629021312925 4.0383358538820175 13.806906222518597 47.791547755041393 54.492153709521517 2.372094103600829 2.4522674054533118 2.6669553394604 9.3904379714658717 47.611287165629619 5.2822990993590784 10.884775005484695 15.507090741899448 0.91141183124273162 40.306411359975755 64.389335164851218 77.659678667299886 176.63749586298218 8.4927450788672996 166.98692259661766 128.76206383980752 87.631963932712097 341.39326735474242 24.655770793033302 118.77941350545734 129.91543802160231 233.46651823770662 9.7598229967552452 4.1494661542528766 5.1229025868233284 1.1782924100843946 26.59451919530693 17.968428622749343 21.555245928830118 23.436595067054441 27.355119286363333 70.767959885599339 1952.2355308689803 18.794879724002392 0.73978938907384773
leaf_count=21829 4385 14978 52040 46145 1619 2502 2322 9023 43881 6203 9851 14024 798 38867 65312 89308 153897 9248 110803 131933 102077 137594 19107 88543 167571 251447 9951 4158 4382 555 24714 20230 24046 27302 26951 64281 1042357 19397 588
internal_value=0 -0.000720759 -0.00633958 0.000426034 -0.00220768 0.00349341 0.00755705 0.00295878 0.0060699 0.00753903 3.84489e-05 0.00463185 0.00808344 -0.00532177 0 0 0.000646365 0.00933623 0 -0.00114897 -0.0049198 0.000442987 0.00259061 0.00457208 -0.000319309 -0.00273804 7.00908e-06 -0.0049214 -0.0062402 -0.00686257 -0.00970643 0 0.00367409 -0.00339539 0.000352568 0.00438561 0 0.0154388 -0.00456914
internal_weight=0 313.132 66.7177 246.415 65.2491 18.9261 16.4739 181.166 62.284 52.8936 3705.38 27.3033 11.7962 62.877 118.881 3678.08 1076.91 31.326 1045.59 724.774 254.619 470.155 320.812 295.417 2601.17 383.359 2217.81 242.739 238.589 37.5326 36.3543 140.62 99.2149 41.405 2180.27 98.1231 2082.15 22.8332 25.3956
internal_count=2864219 304721 71842 232879 62315 19802 17300 170564 59107 50084 2559498 24673 10649 60696 111457 2534825 777572 33030 744542 482407 212880 269527 262135 242440 1757253 420873 1336380 259987 255829 35220 34665 160886 113354 47532 1301160 91232 1209928 23782 19695
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=17826825 9 56 554 4 10782772 2 148 6 589828 834 8393282 2140466 2982436 688 2304 544 262 12603520 584
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=40
num_cat=21
split_feature=2 9 1 1 0 2 2 1 0 2 0 0 2 2 0 0 3 2 3 3 11 3 3 0 1 9 0 1 1 0 2 2 3 2 0 1 0 0 1
split_gain=0.0249481 0.329892 1.21323 0.70823 1.59274 1.16099 0.87446 0.824818 1.39923 0.590934 0.542452 0.509331 0.635633 0.278036 0.282283 0.208174 0.202133 0.19012 0.173791 0.17249 0.170609 0.168776 0.242764 0.158945 0.142158 0.127925 0.369855 1.03318 0.327112 1.40286 0.775399 0.499103 0.671764 0.429249 0.264673 0.21513 0.594407 0.441364 1.15237
threshold=0 1 2 3 1.5000000000000002 4 5 6 1.0000000180025095e-35 7 39.500000000000007 1.5000000000000002 8 9 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 10 7.5000000000000009 14.500000000000002 11 1.5000000000000002 2.5000000000000004 7.5000000000000009 12 13 10.500000000000002 14 15 4.5000000000000009 16 17 1.0000000180025095e-35 18 108.50000000000001 19 4.5000000000000009 4.5000000000000009 20
decision_type=9 1 1 1 2 9 9 1 2 9 2 2 9 9 2 2 2 9 2 2 9 2 2 2 1 1 2 1 1 2 9 9 2 9 2 1 2 2 1
left_child=16 3 13 5 6 -2 7 -5 -9 -6 -11 12 -4 14 18 21 25 -13 -3 -8 -14 -7 -23 24 -18 26 28 -28 31 30 -30 32 -1 -31 -29 37 -37 -27 -39
right_child=1 2 11 4 9 15 19 8 -10 10 -12 17 20 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 35 27 34 29 33 -32 -33 -34 -35 -36 36 -38 38 -40
leaf_value=0.013573129440964095 -0.011453722350381867 0.011449643681975796 0.0040314480215225728 -0.0036957550712909781 0 0 -0.0077101845939944588 0.016624154614827424 -0.0015777688638797891 0.013310011288037197 0 0 -0.010736788142690697 0 0 0 0 -0.015937391112363881 0 0 0 0.012771391533690168 0 0 0.0091691041118734766 -0.00043369044647691992 -0.0018099007734892693 0.019610620875400338 0.0036388345835218516 0 -0.0052238745449941504 0 0 -0.014142000788732024 0 0 -0.0062475183489015262 0.0081728128058418063 -0.002960322788309263
leaf_weight=49.206731282807596 71.773374259784759 38.175923166498251 42.652158919547219 26.449325557256088 8.8042534707255964 25.335213259400916 130.27382769153337 56.574868666748444 23.832201700095538 153.29309104933782 2.0080095560988402 1.7447305055975448 34.963145962596172 42.097860003810638 2.4542540082547921 64.556112884372851 1.1932819777575785 49.173663772009604 0.76056636247085307 0.85474438697565247 0.16172173942322743 9.0123376834526443 12.473736909749276 1.0410793620394532 20.426649216926315 927.43099078688465 15.810473881167125 22.553166531928586 282.95914054497553 6.1363230557763018 90.784281771972019 350.1116788608706 58.316489674434706 56.140880323364399 0.63995274889748444 887.37760274403263 183.03388388923486 181.67629925931396 85.320072714588605
leaf_count=48176 79552 39448 53415 30875 15312 25960 137541 73076 30652 132133 1847 2071 39967 49404 3188 67209 1114 55372 821 1014 195 10313 18012 685 17891 561873 5457 14020 161051 5650 95108 190535 61991 24655 492 623730 94629 66427 23538
internal_value=0 -0.000490856 -0.00368622 0.000349547 0.00304357 -0.00370592 -0.00116634 0.00346406 0.00875612 0.0100878 0.0114629 -0.0093436 0 0.00280687 0.00686785 0.00101232 0.000120974 -0.0160131 0.0102195 -0.00655227 -0.00816879 0.00540931 0.008743 0.00626839 0.00841882 0 0.00098086 0.00819626 9.57828e-05 -0.00143265 0.000475535 0.00215105 0.00705411 -0.0127221 0.0152957 -0.000386034 -0.00145464 0.000344696 0.00384089
internal_weight=0 797.425 212.184 585.241 402.09 183.151 237.985 106.856 80.4071 164.105 155.301 128.695 77.777 83.4886 41.3907 111.377 3220.16 50.9184 38.9365 131.129 35.1249 46.8213 21.4861 22.661 21.6199 3197.5 932.659 39.0036 893.656 436.021 373.743 457.635 107.523 62.2772 23.1931 2264.84 1070.41 1194.43 266.996
internal_count=2864399 867377 243881 623496 422450 201046 273158 134603 103728 149292 133980 151020 93577 92861 43457 121494 1997022 57443 40269 138555 40162 54285 28325 19690 19005 1977332 607135 19969 587166 286464 256159 300702 110167 30305 14512 1370197 718359 651838 89965
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=2460532 9 564 804 1056899 4223107 144 1077249 8929410 532490 8192 1 514 6 538 331 66148 2425124 2359312 668 148
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=40
num_cat=20
split_feature=2 1 3 2 2 0 9 3 1 0 9 3 2 0 0 2 2 1 0 2 3 0 0 9 2 2 0 0 3 9 2 2 1 0 3 0 0 0 9
split_gain=0.0387946 0.286169 0.57512 0.874648 0.632563 1.42421 0.36898 0.255605 0.531704 0.661358 0.700695 0.499298 0.676171 0.892764 0.634579 0.867285 0.490594 0.416327 0.37221 0.355752 0.277419 0.263109 0.223754 0.221842 0.619246 0.48945 0.221281 0.178645 0.173789 0.395144 0.249101 0.24288 0.223096 0.212243 0.197545 0.161842 0.137803 0.102689 0.101027
threshold=0 1 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.5000000000000002 6 3.5000000000000004 7 4.5000000000000009 5.5000000000000009 8 9 10 24.500000000000004 11 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 12 13 14 17.500000000000004 31.500000000000004 7.5000000000000009 15 16 17 18 18.500000000000004 12.500000000000002 23.500000000000004 1.0000000180025095e-35 7.5000000000000009 19
decision_type=9 1 2 9 9 2 1 2 1 2 1 2 9 2 2 9 9 1 2 9 2 2 2 1 9 9 2 2 2 1 9 9 1 2 2 2 2 2 1
left_child=1 2 4 26 5 38 -6 8 19 23 22 14 13 20 15 21 18 -14 -16 -3 -13 -9 -11 25 -25 -10 -4 -21 -2 30 32 -31 -30 34 -33 -18 -8 -15 -1
right_child=28 7 3 -5 6 -7 36 11 9 10 -12 12 17 37 16 -17 35 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 29 31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0.018423261315957343 0 0 0.014905926352006542 0 0.0051216347836892662 0.0071077320241256323 0.0052320170797738857 0.016214474489704631 0.015451241407379952 0.00077211328353274183 -0.0054902842095971589 0.013513557323427725 -0.010614554827201259 -0.0059909309675767134 -0.0079348589661704088 0 -0.013159944923549275 0 -0.0028163788820338358 -0.0039165707321744672 0.0016984100124080585 -0.010333006213941551 -0.0019131985939898747 0 0 0 0 -0.0010220108594222496 -0.016343096082416932 0.010886517818291117 0 0 0 -0.015385152894224605 0 -0.0067664648787144751
leaf_weight=1.940031815727707 3078.8254880339264 11.674935947921766 36.685692092927638 72.440845298369823 10.085454036146984 35.23828160460107 15.582167553686302 43.239196759015613 69.212163688680448 15.604160472401416 30.528454794504796 49.657055023613793 28.424108180079202 4.9113656858680752 21.954953781299995 146.74879323760979 23.16492941611796 36.015393696987303 1.4702342350210518 17.204211422518718 0.87039689795346831 59.503558450989658 34.485284418689844 14.074612588497985 31.358072142626042 31.351168294524541 0.56600848259404202 0.29634137140237626 1.5292860919726079 8.7849434966774407 4.4522510228489409 24.923591829632649 5.0842153150297236 0.24837019277037953 4.7174456867796826 4.1008600905479389 19.616041214030702 4.3914078740344848 16.841588413110006
leaf_count=2169 1901534 11503 35584 79638 10566 37133 18017 41603 69455 14785 30059 54572 26139 4922 22342 164859 22799 36909 1711 16933 1193 59505 36456 14398 30635 31307 537 301 1264 9093 4928 23140 4275 103 4436 4952 20309 3377 11032
internal_value=0 0.000558462 0.00355596 0.00804067 0 0.00418785 -0.0074052 -9.22973e-05 0.00176644 0.00421532 0.0102119 -0.00191726 0.00169652 0.00813443 -0.00434011 -0.00665218 0.00156399 -0.00239699 0.0087506 -0.00461193 0.0142025 0 0 0 -0.00404415 0.002417 0.01517 -0.0095803 -0.000175988 -0.00479886 0 -0.00857708 0.00724179 -0.0113853 -0.0145893 -0.00191492 -0.0109325 -0.000804691 -0.00571313
internal_weight=0 889.238 208.996 109.693 99.3036 54.0199 45.2837 680.242 255.789 226.614 80.6179 424.452 124.27 59.8302 300.183 249.492 50.691 64.4395 23.4252 29.1755 50.5275 102.743 50.0894 145.996 45.4327 100.563 37.2517 17.5006 3128.57 49.7401 11.0658 38.6744 6.6135 29.8894 29.641 27.2658 35.1982 9.30277 18.7816
internal_count=2864473 915700 214985 115759 99226 50334 48892 700715 255832 227095 81300 444883 127112 64064 317771 265967 51804 63048 24053 28737 55765 101108 51241 145795 45033 100762 36121 17234 1948773 47239 10467 36772 5539 27679 27576 27751 38326 8299 13201
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=10853012 524 8655364 10555408 2 16 1 72320 8421396 2424980 81 2097284 9 8456324 2392592 10 9536 1057 262 4
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=40
num_cat=14
split_feature=2 1 3 0 3 0 3 1 3 1 3 9 0 9 3 3 3 0 9 1 0 1 0 3 9 0 1 0 3 3 1 9 1 0 0 3 0 0 3
split_gain=0.0274451 0.468091 0.577649 0.246437 0.765633 0.588959 1.21067 0.389463 1.01489 0.299944 0.277152 0.428376 0.243928 0.239271 0.154751 0.147521 0.135676 0.131351 0.133914 0.122831 0.114834 0.109534 0.670002 0.712938 0.350259 0.505733 1.23069 0.697939 0.470729 0.92963 0.662053 0.358527 0.264111 0.483153 0.261 0.256112 0.247171 0.242957 0.210805
threshold=0 1 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 10.500000000000002 2.5000000000000004 2 4.5000000000000009 3 2.5000000000000004 4 107.50000000000001 5 4.5000000000000009 4.5000000000000009 9.5000000000000018 7.5000000000000009 6 7 1.5000000000000002 8 10.500000000000002 1.0000000180025095e-35 9 3.5000000000000004 10 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 11 12 13 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 13.500000000000002 9.5000000000000018 1.5000000000000002
decision_type=9 1 2 2 2 2 2 1 2 1 2 1 2 1 2 2 2 2 1 1 2 1 2 2 1 2 1 2 2 2 1 1 1 2 2 2 2 2 2
left_child=1 3 13 4 9 6 -5 15 -9 -1 11 -7 -13 -3 -8 -6 21 18 19 -18 -15 22 23 -2 32 28 31 -28 30 -30 -26 -27 34 -34 -23 37 38 -25 -24
right_child=16 2 -4 5 7 10 14 8 -10 -11 -12 12 -14 20 -16 -17 17 -19 -20 -21 -22 24 36 35 25 26 27 -29 29 -31 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0 2.3548224014289268e-05 -0.0036895614730088708 -0.0061026282919336176 0.013512173254367453 -0.006285072011368905 0 -0.0053014728659355158 0.015607029508331739 0 -0.0076927317172744598 0 -0.014338764337886646 0 0.0052843997830389067 0 0 0 0 0 0.010151609994559488 0 0.004970065696231399 0 -0.0067106784469048754 0.0023675579000302311 0.010026996635614432 -0.0083102393996349281 0.00051987482282722468 0.0063380956596749407 -0.00044110104089152238 -0.0024142862872280589 0 0 0.010330187977314038 -0.0035941679512669043 0 0 0 0.015250577303187443
leaf_weight=44.739883387166628 417.70989117200952 13.983574837453489 238.23706895679061 85.28396085093118 7.3450564922241028 1.2375191403407371 26.953457216819515 44.353969602801953 26.611455152495182 83.452809246737161 5.0113766803115132 23.65369519757952 0.10279954859288309 74.449903404449287 16.572951129914145 3.4973556907862076 1.059675088181393 1.0329935649060633 2.1682024751789895 18.980512633192127 51.197317443278735 26.14839091423346 12.892610497889111 319.17544868065306 429.43259856649092 10.595017257874133 292.12922213514685 36.794030028628185 341.87311101064552 275.99029357419931 655.411440120115 174.14589648267429 47.845251225618995 81.086279225943144 64.677077564643696 18.280854056662065 33.72278245347843 4.2340235006122375 6.4190290646365602
leaf_count=44939 273575 14578 310828 75804 8043 1184 23794 42419 25285 97086 3473 22498 74 70650 15066 4020 990 691 2135 16585 49050 17078 7713 327196 198417 1882 115958 8802 291317 258053 306909 68829 37844 54509 20663 16838 21705 3437 4193
internal_value=0 -0.000554406 -0.00313852 0.00140734 0 0.00417702 0.00752591 0.00547381 0.00808008 -0.00521744 -0.00177492 -0.00733718 -0.0106595 0.000150126 -0.000850629 0 9.92926e-05 0.00510865 0.00719539 0.00820513 0.00316722 0 -0.000960179 -0.0021369 0.00035351 0 -0.00271196 -0.00634887 0.000781714 0.00296667 -0.000239956 0.00252668 0.00383148 0.00625388 0 -0.00537385 0.00684508 -0.00613343 0.0113588
internal_weight=0 746.684 377.868 368.816 210.001 158.816 128.81 81.8078 70.9654 128.193 30.0054 24.994 23.7565 139.631 43.5264 10.8424 3271.8 23.2414 22.2084 20.0402 125.647 3248.56 812.435 759.4 2436.13 2216.37 513.664 328.923 1702.71 617.863 1084.84 184.741 219.757 128.932 90.8255 341.69 53.0344 323.409 19.3116
internal_count=2864110 808791 445106 363685 221792 141893 114664 79767 67704 142025 27229 23756 22572 134278 38860 12063 2055319 20401 19710 17575 119700 2034918 654657 621046 1380261 1250167 195471 124760 1054696 549370 505326 70711 130094 92353 37741 347471 33611 330633 11906
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=30950539 113 16 48 8 4 3 514 112 4 260 9 8 12
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=40
num_cat=17
split_feature=2 1 3 0 0 9 3 3 1 1 0 0 11 1 0 0 3 1 3 3 9 2 0 2 0 0 2 0 2 0 2 12 3 2 2 3 0 0 0
split_gain=0.0279891 0.442731 0.334419 0.774989 1.11026 0.461179 0.379054 0.332831 0.321924 0.228482 0.117336 0.32229 0.110632 0.191295 0.122669 0.109319 0.101747 0.0693452 0.397756 0.442436 0.649525 1.20325 1.01941 0.627723 0.961024 0.398537 0.388905 0.286387 0.299406 0.260404 0.640417 0.361373 0.242279 1.41314 1.05593 0.0925269 0.0542804 0.189391 0.0481198
threshold=0 1 2.5000000000000004 1.5000000000000002 10.500000000000002 2 5.5000000000000009 1.5000000000000002 3 4 1.5000000000000002 25.500000000000004 5 6 13.500000000000002 107.50000000000001 6.5000000000000009 7 7.5000000000000009 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 9.5000000000000018 6.5000000000000009 11 20.500000000000004 12 7.5000000000000009 13 14 2.5000000000000004 15 16 23.500000000000004 1.5000000000000002 7.5000000000000009 19.500000000000004
decision_type=9 1 2 2 2 1 2 2 1 1 2 2 9 1 2 2 2 1 2 2 1 9 2 9 2 2 9 2 9 2 9 1 2 9 9 2 2 2 2
left_child=1 2 3 8 9 6 36 10 -1 -5 -3 -12 17 -14 16 -6 -15 18 19 20 22 -22 -2 25 -25 -21 -20 29 -29 32 -31 -32 33 -19 -34 38 -4 -38 -28
right_child=12 7 5 4 15 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 27 26 23 21 -23 -24 24 -26 -27 35 28 -30 30 31 -33 34 -35 -36 -37 37 -39 -40
leaf_value=0 -0.00040278292040032818 0.0020972195626481737 0.015917532643173502 0 -0.0069459842015734052 -0.00029646299342889421 0 -0.0087187755737482379 -0.009504576058006255 0.012999403482486509 -0.0070098747402744469 0.00040277168650824414 0 0.011731626019234912 0 0 0 0.010684392451674539 0 0.00010722754553687522 -0.011752490060086343 0.00020313100445725347 0.011197089366833564 -0.013042877061284271 0.0019198673181684486 -0.0064353648068690809 0.014049238059344923 0 -0.0096237039750812301 -0.0021408617781900267 0.0096118056383239243 0 -0.0088340142263933826 0 0.00092698518195256344 0 -0.0021965754081518921 0.006944703092233365 0
leaf_weight=13.224324491617153 71.274373409825785 56.16001130080258 24.321425762413128 9.9110618341583177 17.248096533250649 5.1304421520690076 13.79585491659236 70.745069084507122 56.095146489940817 45.742814082666882 51.646345483786718 2.859006223108735 10.460478170163695 13.746538796433013 0.57907804430578913 0.087891775881870582 0.42897960578557182 95.499343389627029 10.166548757260896 439.87434000433132 50.631003458380292 668.83151215437829 101.69563849819679 99.859763392591049 8.2494505730719521 69.935402995572076 19.052874551576689 4.9418197344930377 15.166161816901878 28.436091952316929 121.54825985930802 1.9394104374514416 106.93730701813365 1407.6364285727868 279.60861703786941 0.32569983141729508 16.982058880319531 4.5689138391171573 0.16211466150707465
leaf_count=13828 45557 57337 17760 9379 16294 5181 11065 75000 67620 34439 48134 2563 4781 5884 127 66 381 99428 12049 400152 58569 333387 44727 140181 7886 44678 16137 5273 7261 28829 34662 1881 132684 805611 260068 241 12514 2364 158
internal_value=0 -0.000703988 0.00143703 0 0.00471355 0.00639427 0.00922608 -0.00432127 -0.00741561 0.0119367 0 -0.00306603 0.000135692 0.00461115 0.00750855 -0.00500628 0.0106425 0 -0.000428714 -0.000909134 0.000230545 -0.000817887 0.00532383 -0.0029526 -0.00891444 -0.000532434 0.00708446 0.000437915 -0.00649713 0.000746247 0.00448624 0.00772331 0.000223878 0.000933739 -0.00168475 0.010754 0.0132002 0 0.0136731
internal_weight=0 388.518 207.108 142.309 72.9899 64.7987 59.6683 181.41 69.3195 55.6539 110.665 54.5054 3626.99 25.2151 14.7546 17.336 14.1755 3601.77 1540.06 1510.35 892.433 719.463 172.97 617.919 108.109 509.81 29.7072 2061.71 20.108 2041.61 151.924 123.488 1889.68 1503.14 386.546 19.5407 45.8724 21.551 19.215
internal_count=2864136 373544 190510 141626 60178 48884 43703 183034 81448 43818 108034 50697 2490592 11173 6392 16360 6265 2479419 1103722 1075137 482240 391956 90284 592897 148067 444830 28585 1375697 12534 1363163 65372 36543 1297791 905039 392752 16536 32638 14878 16295
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=22545411 113 3 32 32 1 70 105 2 2097312 10486776 20876 2099224 2185264 1 20628 8405172
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=40
num_cat=23
split_feature=2 9 1 0 1 3 0 1 0 0 3 0 2 3 0 1 2 3 2 3 1 1 1 2 3 3 3 1 2 2 9 2 1 2 1 1 0 3 2
split_gain=0.032622 0.463705 1.06172 0.784147 0.771951 0.707533 0.392097 0.435865 0.313081 0.284476 0.151125 0.436912 0.509564 0.398679 0.368482 0.524137 0.496488 0.449171 0.445317 0.602804 0.378246 0.223437 0.205263 0.185642 0.202235 0.135547 0.132955 1.05431 1.08083 0.763674 0.21877 0.644709 0.732099 0.604729 1.50579 0.586845 0.556663 0.403517 0.308105
threshold=0 1 2 5.5000000000000009 3 1.0000000180025095e-35 8.5000000000000018 4 35.500000000000007 29.500000000000004 5.5000000000000009 7.5000000000000009 5 9.5000000000000018 1.0000000180025095e-35 6 7 11.500000000000002 8 13.500000000000002 9 10 11 12 12.500000000000002 6.5000000000000009 4.5000000000000009 13 14 15 16 17 18 19 20 21 5.5000000000000009 1.5000000000000002 22
decision_type=9 1 1 2 1 2 2 1 2 2 2 2 9 2 2 1 9 2 9 2 1 1 1 9 2 2 2 1 9 9 1 9 1 9 1 1 2 2 9
left_child=1 2 3 -1 -3 -4 25 9 -6 -8 26 14 -13 21 15 16 17 -12 20 22 -16 -14 -20 -17 -25 -5 30 29 -29 -28 33 32 -32 35 36 37 -35 -2 -37
right_child=10 4 5 6 8 -7 7 -9 -10 -11 11 12 13 -15 18 23 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 31 -33 -34 34 -36 38 -38 -39 -40
leaf_value=0.0092791006294347354 0.0059211383218281512 0.00099380033364433046 0 -0.01135543209340887 -0.012828891542922778 -0.010478283416536085 0.013760520869044938 -0.0026802358964371758 0 0 0.019199015139997624 0 0 0 0.0088330805655618561 0.00082058067960017746 0 0 0 0 -0.0012032570150283708 0.020377972292687035 -0.012240314198821108 -0.0093150456443566437 0 0 0.012890306484944963 0 -0.01737909100413965 -0.0017764823451963735 0 0 -0.010747182017697776 -0.0062689463684771759 0.011041484892351775 -0.00033350759560408523 0.0050361471592664745 0 -0.0082736130850219903
leaf_weight=146.42230940307854 181.86081686466059 32.264328029974422 53.180883719658596 11.69052576656031 74.339553046920628 69.377638705182108 11.254160629119726 9.3127744674129627 0.76163982077559822 1.0898796105466306 25.352487457596002 2.413647727429634 1.4179306104779241 0.91232620351365845 9.6070714561792538 8.5909079635312064 7.1109177399775936 2.0672673662193111 9.0650498016620986 3.0383439952274776 5.5438509803207117 8.0879814230429421 56.702850053552538 18.503083350093227 1.7967181885323942 0.37744728411780748 15.780844669236103 27.387428100264515 33.690765123581514 12.934770616513561 44.195813414837176 2247.0085058095465 85.400190306500008 92.65250207693316 148.10887803750666 417.63268306215468 15.685781133332055 81.465090414385486 42.839208757119195
leaf_count=133623 114113 39263 52431 7108 92563 110299 3702 11319 707 727 25714 2496 677 494 9449 7713 7863 1978 8137 2797 6046 2976 46917 19882 2062 271 14944 27411 28243 13368 48812 1372933 95871 98437 144180 164345 16382 81392 46558
internal_value=0 -0.000790429 0.000546381 0.0056881 -0.00572045 -0.00470582 -0.00133105 0.000511657 -0.0105543 0.00876127 0.000111114 0.00286051 0.011762 0.0147849 0 0.00484501 0.00998744 0.0141774 -0.00361817 -0.00731299 0.00151189 0.0211876 -0.0113954 0 -0.00549945 -0.00977589 0 -0.0033069 -0.0101025 0.00472956 7.59601e-05 -0.000347795 -0.00630438 0.00137001 0.00518871 0 -0.00160998 0.00328878 -0.00227386
internal_weight=0 410.071 302.706 180.147 107.366 122.559 33.7248 21.6568 75.1012 12.344 3606.85 160.21 12.8319 10.4182 147.379 63.4214 34.5307 27.4198 83.9572 68.8062 15.1509 9.50591 65.7679 28.8907 20.2998 12.068 3446.64 89.7938 61.0782 28.7156 3356.85 2376.6 129.596 980.245 256.447 723.798 108.338 263.326 460.472
internal_count=2864203 452013 319480 156750 132533 162730 23127 15748 93270 4429 2412190 145201 6643 4147 138558 65212 35555 27692 73346 57851 15495 3653 55054 29657 21944 7379 2266989 83966 55654 28312 2183023 1517616 144683 665407 258999 406408 114819 195505 210903
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=22041603 1 115 548 3 2624040 422 11112 2140172 465 34 32 2400400 568 330544 270948 6 860164 450 8430048 464 449 448
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=40
num_cat=21
split_feature=2 3 1 1 2 0 0 3 2 0 1 2 0 0 9 0 1 3 1 2 0 11 0 1 1 3 2 3 1 0 0 1 3 2 9 1 0 2 0
split_gain=0.0392909 0.532502 0.783329 0.686671 0.777747 0.970901 0.993939 0.830597 0.462669 0.603448 0.876049 0.276278 0.335266 0.241714 0.240273 0.271641 0.219186 0.207859 0.563509 0.494852 0.454334 0.561974 0.631634 0.289563 0.237883 3.02644 0.573471 0.654534 1.58093 1.17893 0.494874 0.740897 0.489787 1.69045 0.769155 0.456182 0.30253 0.283608 0.226911
threshold=0 3.5000000000000004 1 2 3 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 4 5.5000000000000009 5 6 7.5000000000000009 9.5000000000000018 7 1.5000000000000002 8 3.5000000000000004 9 10 5.5000000000000009 11 1.0000000180025095e-35 12 13 2.5000000000000004 14 1.0000000180025095e-35 15 13.500000000000002 1.0000000180025095e-35 16 1.0000000180025095e-35 17 18 19 17.500000000000004 20 2.5000000000000004
decision_type=9 2 1 1 9 2 2 2 9 2 1 9 2 2 1 2 1 2 1 9 2 9 2 1 1 2 9 2 1 2 2 1 2 9 1 1 2 9 2
left_child=1 2 11 -3 -5 6 -6 -8 16 10 -10 12 14 -11 -1 -16 -4 24 20 23 21 22 -19 -20 25 32 -26 30 38 -30 35 -32 37 34 -34 -28 -27 -2 -29
right_child=17 3 8 4 5 -7 7 -9 9 13 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 26 36 27 28 29 -31 31 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.0065105845271323281 0.0059935426013668792 0 0.0055069172166885005 -0.00022616771481840663 0 0 0.026975873749101854 0 0 0.0068397522191034222 -0.012117236923951539 -9.7929345971026991e-05 0 -0.0010849692009042107 0.0035059659624723741 -0.0070628949706666687 -0.00081998624252215045 0 0 -0.002601359525119602 0 0 -0.017260741656070191 0.009130122655066018 0.00014919484870358444 0.019917941110831804 0 0.0036723249133595532 -0.023258755586295862 0 0.011255781341182765 -0.0012322829099254348 0.01200988141479928 -0.010138971020742255 -0.0020529736417799413 -0.0099346410317216038 0 0 -0.003848652190427633
leaf_weight=216.18457275307082 53.385305930547474 77.386362716897565 31.069530825196125 14.103873825362824 25.649023234560445 17.560088586091297 40.060528354733833 2.3204892690118859 89.509116502304096 20.523557267835713 135.17152808987157 92.095163427700754 23.864753961010138 15.480104888061758 16.367662757715156 13.028696522742392 31.577234772135853 36.495747070075595 34.97567834117217 143.15159791886435 13.048919075314187 0.56266901959315774 53.326048787093896 43.340443879125814 1901.8357991094381 59.175310627557337 24.345582002366427 66.414716064871754 50.751378315362672 3.6195761206836314 42.623921016027452 23.741278286717716 36.759029032713443 136.79271006427007 9.002565818555011 24.387851373307058 0.70762651643599284 360.38733186355239 35.410174406453734
leaf_count=246942 51288 88186 32880 12717 29456 16077 40639 2609 99305 21263 155912 96357 22873 16855 18928 14031 31561 38186 35030 130226 8916 490 48865 38034 882301 54352 28762 64631 53544 3568 35215 21948 36468 132767 10876 21975 596 190548 29066
internal_value=0 0.0006099 -0.000316247 0.00519691 0.00944412 0.0129909 0.0182744 0.024282 -0.00398913 -0.00592667 -0.00816035 0.00229939 0.003995 0 0.00553945 0 0.00031839 -0.000134054 -0.00244938 0 -0.00735743 -0.0103474 -0.0124287 0.00559904 4.93418e-05 0.00174338 -0.00034913 -0.00437651 -0.00826065 -0.0173827 0 0.0057225 -0.00030578 -0.00456933 0.00607808 -0.00477221 0.0189722 0.00108099 0
internal_weight=0 861.952 684.872 177.08 99.694 85.5901 68.03 42.381 323.331 260.684 224.681 361.541 269.446 36.0037 245.581 29.3964 62.6468 3154.24 324.901 221.468 103.433 90.3845 89.8218 78.3161 2829.34 656.21 2173.13 271.294 156.196 54.371 115.099 66.3652 596.327 182.554 45.7616 48.7334 59.8829 413.773 101.825
internal_count=2864243 946591 756907 189684 101498 88781 72704 43248 357776 293335 255217 399131 302774 38118 279901 32959 64441 1917652 299747 203290 96457 87541 87051 73064 1617905 476895 1141010 258709 150809 57112 107900 57163 421947 180111 47344 50737 54948 241836 93697
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=9284260 713 712 8486916 8978436 258 305188 3 36 624 6295811 1 384 112 2117720 897 142 6309120 5 9 282
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=40
num_cat=16
split_feature=2 1 3 0 0 1 3 9 3 0 0 9 0 9 0 9 1 3 1 1 9 2 0 0 2 3 3 1 0 3 0 1 3 3 3 3 0 2 0
split_gain=0.0143601 0.332921 0.80801 0.502298 0.290304 0.479764 0.454364 0.80613 0.396367 0.33969 0.261511 0.230642 0.339393 0.222266 0.19765 0.184325 0.653418 0.257424 0.234995 0.142949 0.478087 0.732058 0.889794 0.76177 0.3741 0.628145 0.724373 0.848956 1.10216 0.691168 0.675073 0.396164 0.345576 0.257744 0.236437 0.702311 0.966372 0.559374 0.474472
threshold=0 1 6.5000000000000009 11.500000000000002 1.5000000000000002 2 3.5000000000000004 3 4.5000000000000009 18.500000000000004 3.5000000000000004 4 18.500000000000004 5 4.5000000000000009 6 7 4.5000000000000009 8 9 10 11 1.0000000180025095e-35 2.5000000000000004 12 1.0000000180025095e-35 4.5000000000000009 13 5.5000000000000009 6.5000000000000009 13.500000000000002 14 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 15 1.0000000180025095e-35
decision_type=9 1 2 2 2 1 2 1 2 2 2 1 2 1 2 1 1 2 1 1 1 9 2 2 9 2 2 1 2 2 2 1 2 2 2 2 2 9 2
left_child=1 2 3 -1 15 8 7 10 11 -9 -7 12 -6 -8 -4 16 -3 -18 -17 24 -21 22 32 -23 25 31 27 28 -27 -28 -29 -2 -22 -25 35 -26 -37 -38 -36
right_child=19 4 14 -5 5 6 13 9 -10 -11 -12 -13 -14 -15 -16 18 17 -19 -20 20 21 23 -24 33 34 26 29 30 -30 -31 -32 -33 -34 -35 38 36 37 -39 -40
leaf_value=-0.0075651655727834088 0 0 0.011157679899654183 0.0011139849044711327 0.012127805372979521 0 0.0062733361695186023 -0.013551575127656108 0 0 0.0079012298870942185 0 0 -0.00057365636693746389 0 -0.0024690464126463311 0.013011575068465798 0 0.0028814748325697234 0 0 -0.014256162715954621 -0.0051572806437384282 -0.0035625051373125911 -0.00027680359868963422 0.0075923985077667611 0.016394006841142821 -0.016513897648743499 -0.0092879675288937615 0 0 0.010926806699558717 0.013067702304691509 0.0067147887088852918 0 0 0.018121844385504005 0 -0.0083638151164920887
leaf_weight=171.14285775259486 18.543770483833214 30.745091845885327 8.6778314436523925 10.538289517600786 56.458858323545428 15.837073196729763 16.423857174573641 80.943881217290254 7.9688796336558871 2.8613792409742009 12.612239727677659 9.3635278150031791 1.4324466733087309 7.2594347324557047 1.9172481821879035 61.480694713196499 75.263559996168624 7.5727308346904456 169.87029114590769 1152.9940179124133 48.303869484894676 78.434642947773682 105.28581310082518 16.649204672343334 1364.4825021383658 80.568345673542353 15.52668067130435 38.245796122508182 24.003044848133868 8.1148493012005911 2.9140734822067307 80.718283451416937 21.271812171195052 14.033303828284259 42.303849513620662 48.539120332723542 27.608666282583727 8.7488916060901811 71.257384575066681
leaf_count=195822 15244 34635 9902 11153 56832 15564 17509 83303 7722 2598 11012 9453 1619 7837 1606 77315 90618 9767 212944 759906 23626 80987 43241 18165 615992 76759 14734 37707 27786 8303 2858 67886 21395 15279 45430 51923 13767 9595 56494
internal_value=0 0.000394731 -0.00231215 -0.00555798 0.00192629 0 -0.00404565 -0.00730126 0.00407996 -0.0112274 0.000750474 0.00789629 0.009247 0.000500252 0.00836217 0.00370714 0.00674398 0.010678 0.000199651 -7.92182e-05 -0.000884192 -0.00428312 0 -0.00949841 0.000397435 0.00361575 0 -0.00330499 0.000262157 0.00996271 -0.0113195 0.00899196 0.00729537 0 -4.49893e-05 0.000140131 0.00777485 0.0158207 -0.00403606
internal_weight=0 748.37 192.276 181.681 556.094 211.162 135.938 112.255 75.2237 83.8053 28.4493 67.2548 57.8913 23.6833 10.5951 344.932 113.581 82.8363 231.351 3268.55 1436.97 283.979 174.861 109.117 1831.58 268.635 169.373 145.731 104.571 23.6415 41.1599 99.2621 69.5757 30.6825 1562.94 1449.38 84.8967 36.3576 113.561
internal_count=2864288 857211 218483 206975 638728 213449 137823 112477 75626 85901 26576 67904 58451 25346 11508 425279 135020 100385 290259 2007077 962599 202693 88262 114431 1044478 251277 168147 145110 104545 23037 40565 83130 45021 33444 793201 691277 75285 23362 101924
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=2488964 112 642 10 3 9 6 130 516 124 5 18350145 12583954 112 16 524352
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=40
num_cat=20
split_feature=2 1 0 2 9 2 0 9 3 0 9 9 0 0 0 3 3 0 2 1 1 1 2 2 0 0 3 3 2 3 1 3 2 1 2 0 2 3 0
split_gain=0.022675 0.468142 0.478937 0.658337 0.855493 0.350858 0.775879 1.31926 0.637637 0.510843 1.51354 0.440828 0.391313 0.233262 0.19484 0.188589 0.147762 1.06567 0.858829 1.0204 0.78718 0.667834 0.404309 0.266316 0.358441 0.24609 0.211697 0.145265 0.120495 0.118763 0.100087 0.104388 0.095983 0.431208 0.597271 0.502729 0.487272 0.517972 0.408176
threshold=0 1 1.0000000180025095e-35 2 3 4 6.5000000000000009 5 6.5000000000000009 5.5000000000000009 6 7 10.500000000000002 25.500000000000004 107.50000000000001 3.5000000000000004 3.5000000000000004 4.5000000000000009 8 9 10 11 12 13 15.500000000000002 54.500000000000007 13.500000000000002 5.5000000000000009 14 11.500000000000002 15 14.500000000000002 16 17 18 3.5000000000000004 19 1.0000000180025095e-35 2.5000000000000004
decision_type=9 1 2 9 1 9 2 1 2 2 1 1 2 2 2 2 2 2 9 1 1 1 9 9 2 2 2 2 9 2 1 2 9 1 9 2 9 2 2
left_child=1 2 3 4 -1 9 7 8 -7 10 -4 -11 27 28 -13 -9 32 18 21 -20 23 -18 -22 -19 -25 26 -24 -8 -3 -21 -5 -32 -2 34 -34 -36 38 -38 -35
right_child=16 13 5 30 -6 6 12 15 -10 11 -12 14 -14 -15 -16 -17 17 20 19 29 22 -23 25 24 -26 -27 -28 -29 -30 -31 31 -33 33 36 35 -37 37 -39 -40
leaf_value=0.013701363566072067 0.00021207939153855971 0 0.013396378061075305 0.0017471548157418446 -0.0011725377514195372 -0.017531553124974154 0.011613205331311594 0.0061744392361536872 0 0.0015684117163178417 -0.0055007803336372283 -0.011714014505535157 0 0 0 0 -0.0061499853577849477 -0.00091854829956806289 0 0.015097735685542769 0 0.0042136830801002964 -0.019840276250366051 0.012018279613171116 0 0 0 0 -0.0063656132374128333 0 -0.004475544258052769 0 0.0014260113199724624 0.0056455538396092304 -0.0090744105276118897 0 0 -0.0091702415482559554 0
leaf_weight=72.540425857347145 2293.283970813718 64.496462721499483 61.289087907396606 31.727053386042826 8.5663485363766068 75.419760301105271 12.982271407003282 27.440135385924805 4.419693919538985 6.26588682711008 19.242550108596333 26.529336443956712 16.710004834960273 3.5944785847241283 0.11404330798541096 6.1521978430464506 71.817491385038011 4.4021258693828713 45.349295244028326 106.34085819333268 4.1971168119634967 97.940201745877857 33.267948933731532 17.220579536660814 1.687903760903281 0.36269119856296939 0.49962558972765592 0.63688689128321208 159.60816267947666 5.0240213179495177 65.224169445333246 0.61449659950449032 55.622240170552686 195.1923883687632 170.09668777224579 57.984570667307707 32.055728739454935 56.963142070311733 102.51572975343151
leaf_count=81524 1052815 102598 41226 31291 10762 82008 11745 31695 4182 5130 18697 17369 17285 3148 88 7898 73906 4216 48998 112622 4004 79442 20157 9686 946 419 315 512 165932 5140 80010 798 56929 219426 198701 64247 32840 61686 103900
internal_value=0 -0.000455829 0.000971298 0.00490076 0.00978485 -0.000906814 -0.00430143 -0.00872682 -0.0141083 0.00149893 0.00661373 -0.00319555 0.00267312 -0.00404531 -0.00860692 0.00188915 0.000154116 0.00193062 0.00480281 0.00924441 -0.0066005 0 -0.0122806 0.000901096 0.00675343 -0.0154017 -0.0189038 0.00997969 -0.00520469 0.0135803 0 -0.00271805 0 -0.00109697 -0.00396238 -0.00641221 0.000476461 -0.00390553 0.00298248
internal_weight=0 663.573 435.874 178.672 81.1068 257.202 143.761 113.432 79.8395 113.441 80.5316 32.9093 30.3292 227.699 26.6434 33.5923 3351.82 388.11 326.472 156.714 61.638 169.758 38.3274 23.3106 18.9085 34.1303 33.7676 13.6192 224.105 111.365 97.5657 65.8387 2963.71 670.43 283.703 228.081 386.727 89.0189 297.708
internal_count=2864293 713898 442220 204385 92286 237835 155325 125783 86190 82510 59923 22587 29542 271678 17457 39593 2150395 359851 320108 166760 39743 153348 24895 14848 10632 20891 20472 12257 268530 117762 112099 80808 1790544 737729 319877 262948 417852 94526 323326
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=30950411 117 8929283 3 12583936 1 1 10 33092 776 284 368 70528 2099328 16793608 20 2130004 308 69888 272544
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=40
num_cat=19
split_feature=2 9 1 10 0 1 0 3 10 0 0 0 0 3 0 2 3 0 2 1 2 3 1 3 1 3 0 1 9 2 3 1 0 1 0 2 1 0 3
split_gain=0.0197723 0.369283 0.257137 0.297715 0.237654 0.106399 0.223519 0.213526 0.128639 0.103177 0.192534 0.0595973 0.114215 0.0558238 0.520532 0.503264 0.385593 0.293467 0.441117 0.650833 0.420991 0.529017 0.359527 0.251839 0.216395 0.142772 0.129837 0.111677 0.0839015 1.45667 0.845044 0.916822 1.05829 0.498863 2.18298 0.308546 0.57837 0.410733 0.510291
threshold=0 1 2 3 47.500000000000007 4 2.5000000000000004 1.0000000180025095e-35 5 24.500000000000004 3.5000000000000004 17.500000000000004 5.5000000000000009 5.5000000000000009 7.5000000000000009 6 9.5000000000000018 1.0000000180025095e-35 7 8 9 13.500000000000002 10 14.500000000000002 11 10.500000000000002 5.5000000000000009 12 13 14 1.0000000180025095e-35 15 16.500000000000004 16 1.5000000000000002 17 18 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 1 1 1 2 1 2 2 1 2 2 2 2 2 2 9 2 2 9 1 9 2 1 2 1 2 2 1 1 9 2 1 2 1 2 9 1 2 2
left_child=1 5 -3 4 -4 6 8 -8 -1 10 -9 12 -7 28 17 -16 24 18 19 25 22 27 26 -21 -17 -15 -19 -22 29 30 -2 -32 -33 -31 -35 36 37 38 -30
right_child=13 2 3 -5 -6 11 7 9 -10 -11 -12 -13 -14 14 15 16 -18 20 -20 23 21 -23 -24 -25 -26 -27 -28 -29 35 33 31 32 -34 34 -36 -37 -38 -39 -40
leaf_value=0.0074640711444823628 0.00092575979777276838 0 -0.015231794382327283 0 0 0 -0.0067240944557463911 0 0 0 0.0087030301706564929 0 -0.0066285866942655276 -0.0057996893451768717 0 0 0 0.012141498499835469 -0.0015296761756335435 0.015686749357807773 0 0 -0.0013909126430512518 0 0.020136905653096979 0 0 -0.011446182099767043 0.00020990727368032578 0 0 -0.019238634713918096 0 0.026009541449917236 0 0.0001543616840627656 -0.0059923537327563718 0.0041469087835211598 -0.0087015426524319379
leaf_weight=54.639177546105202 145.14935575486015 18.892253496524063 27.779932074168759 0.88778740452107996 0.19525352404161722 63.744123983995451 11.773830453377743 4.2352334299939747 1.8692234432237445 1.3512933672172938 12.296319929708259 3.4054408056254024 9.5584282726631482 12.445743888791187 3.3464567664486822 1.3991988260531796 0.8922723348950975 9.2265717808040755 15.846453694408408 38.262326193085755 13.673343473667046 3.3040794005210037 5.6303562984685405 0.77858254458987985 8.1831347828556265 3.3491973563213824 0.53920654620742503 59.23757587223372 50.811409149224346 43.99283707010909 28.988060371251777 55.317162501669372 2.13211808525375 35.064958013368596 28.495155748358229 2841.3430478475275 208.83550891264531 134.08824460834148 54.325733451929409
leaf_count=67988 52745 24267 39267 1113 210 83230 6832 3755 1934 1232 9372 1981 4980 12138 3155 677 487 9076 14356 40780 11903 3051 6062 824 3002 3366 544 50161 52967 46030 24322 49048 1962 33202 30641 1769335 209202 131466 57477
internal_value=0 -0.000784126 -0.00659759 -0.00999721 -0.0137925 0.000406405 0.00295173 0 0.00629591 0.00226902 0.00524133 0 -0.00240192 0.000106521 0.00170897 0.0115119 0.0146547 0 0.00323693 0.00750063 -0.00393154 -0.00720157 0.00106166 0.0125618 0.0209508 0 0.00848534 -0.0107465 0 0.00142421 -0.0022059 -0.00911425 -0.0139046 0.00975289 0.0139122 -0.000144976 -0.00251496 0 -0.00308428
internal_weight=0 210.628 47.7552 28.863 27.9752 162.873 86.1651 29.6567 56.5084 17.8828 16.5316 76.708 73.3026 3804.66 176.114 13.8211 10.4746 162.293 70.6823 54.8358 91.6111 76.215 15.3961 39.0409 9.58233 15.7949 9.76578 72.9109 3628.54 339.14 231.587 86.4373 57.4493 107.553 63.5601 3289.4 448.061 239.225 105.137
internal_count=2864140 246161 64857 40590 39477 181304 91113 21191 69922 14359 13127 90191 88210 2617979 159582 7321 4166 152261 71464 57108 80797 65115 15682 41604 3679 15504 9620 62064 2458397 237950 128077 75332 51010 109873 63843 2220447 451112 241910 110444
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=22037505 9 36 1 214 1 2624042 306120 529 2140172 465 34 34 4 8489672 547 99 798996 197
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=40
num_cat=16
split_feature=2 10 3 9 1 0 0 1 3 3 1 3 3 0 0 3 3 0 0 0 10 2 0 0 3 1 2 0 1 1 0 3 3 0 1 9 3 1 2
split_gain=0.0364126 0.265127 0.405921 0.261386 1.09305 1.37069 0.961064 0.802588 0.283496 0.234997 0.219464 0.214133 0.160217 0.155621 0.149172 0.147614 0.141629 0.0944202 0.0821785 0.0766898 0.0357037 1.80951 1.87247 1.1892 1.01721 0.485093 0.365224 0.356966 1.21123 0.713962 0.356553 0.264985 0.225874 0.218494 0.180632 0.176272 0.550804 1.1814 1.18586
threshold=0 1 6.5000000000000009 2 3 2.5000000000000004 3.5000000000000004 4 1.5000000000000002 9.5000000000000018 5 6.5000000000000009 11.500000000000002 9.5000000000000018 24.500000000000004 6.5000000000000009 2.5000000000000004 19.500000000000004 10.500000000000002 1.0000000180025095e-35 6 7 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 8 9 3.5000000000000004 10 11 9.5000000000000018 22.500000000000004 9.5000000000000018 9.5000000000000018 12 13 1.0000000180025095e-35 14 15
decision_type=9 1 2 1 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2 2 1 9 2 1 1 2 2 2 2 1 1 2 1 9
left_child=1 3 10 7 5 11 12 8 -1 -10 -3 -5 -6 -12 15 19 17 -7 -8 -9 26 22 23 -22 -25 -23 27 28 -2 30 -29 -30 -27 -31 -35 -28 -37 -38 -39
right_child=20 2 -4 4 6 16 18 14 9 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 25 -24 24 -26 32 35 29 31 33 -32 -33 -34 34 -36 36 37 38 -40
leaf_value=0 0 0 0.00082110584015098213 -0.015299188830726963 0.015792787999586839 0.010675830278568105 -0.0043273345867974322 0 -0.012314689174162724 0 -0.013551861370558771 0 0 0 0 0 0 0 0 0.0070141790209115248 0 0 -0.0066197796541470431 0.02698699207701968 0 -0.018641839224842232 -0.0019915792676970302 0.014711153761534488 -0.013954981620689855 -0.0075482112475161491 0 0 0 0.0051798406291354883 -0.0029205997270725886 -0.00053968355907212161 -0.0035663082264999584 0.0064431128819877215 -0.00043274760434285954
leaf_weight=42.171327812240634 159.28913069027112 15.06858521945105 4.7134667811187674 30.203238631525895 81.370580678340048 11.555537431660925 13.885127819143237 79.214150617415726 40.68608370894799 1.0429306530277234 24.357480693339316 1.3666799949132826 0.47754680700017971 0.4278206663148002 1.7939720087160811 9.2779132052964979 4.6684553254453922 1.399425371462711 4.5182907281850921 108.23908761582425 25.303712403227109 13.280841267835056 7.466451192580279 41.62737535063934 1.7715974490274664 19.153990300786976 278.90914956306369 17.936415822790881 92.004930245180731 34.859663921808533 8.829625819475039 0.024088129197479158 0.40781334531493385 12.259427195109309 7.3813842138843055 1735.6028993057735 199.27948138656757 592.18648853294872 290.07002234632819
leaf_count=45598 148763 16182 5025 35073 88385 12385 13576 89199 45169 1286 26284 1423 396 456 2159 8072 4257 1648 4562 112853 27202 14631 6340 38471 1698 20996 182636 21242 84048 37263 11067 21 406 9799 10703 766509 210141 469233 288995
internal_value=0 0.000836814 -0.00346553 0.00214471 0.00500118 -0.00248232 0.010473 0 -0.00640823 -0.0108021 -0.0084021 -0.0139316 0.0152978 -0.0104878 0.00350953 0.00448372 0.00706298 0.00939569 0 0.00526781 -2.77442e-05 0.00136612 0.0101204 0.0174636 0.0239193 -0.00941445 -0.000170347 -0.00316233 -0.00512825 0 0.00931158 -0.0121563 -0.0143905 -0.00378052 0 9.21758e-05 0.000428471 0.00222851 0.00393644
internal_weight=0 476.438 44.5674 431.87 149.445 49.1933 100.252 282.425 83.9003 41.729 39.8539 31.5699 81.8481 24.7853 198.525 196.731 17.6234 12.955 18.4034 187.453 3537.64 109.012 76.1691 68.7027 43.399 32.8426 3428.63 332.585 251.318 81.2665 26.766 92.029 19.5618 54.5005 19.6408 3096.05 2817.14 1081.54 882.257
internal_count=2864152 513988 47947 466041 161705 54786 106919 304336 92053 46455 42922 36496 88781 26740 212283 210124 18290 14033 18138 202052 2350164 109744 73711 67371 40169 36033 2240420 322906 232832 90074 32309 84069 21402 57765 20502 1917514 1734878 968369 758228
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=101124 1 1 616 146 160 1 525530 304 1048594 167 794 65 4 40 8417377
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=40
num_cat=17
split_feature=2 0 1 0 9 0 9 3 1 3 9 3 0 9 1 3 0 0 1 0 0 1 0 9 0 0 3 3 3 0 1 3 0 1 1 1 0 1 2
split_gain=0.0278607 0.138546 0.956744 0.752584 0.73848 0.541148 0.793658 0.384558 0.235923 1.57775 2.09163 0.745972 0.891452 0.646512 0.796614 0.512237 0.39957 0.39501 0.285919 0.198668 0.133514 0.777448 0.448738 0.126204 0.152197 0.17418 0.154737 0.125404 0.124954 0.110711 0.202236 0.203162 0.0993336 0.445448 0.169256 0.088953 0.0887791 0.410954 0.189025
threshold=0 5.5000000000000009 1 16.500000000000004 2 10.500000000000002 3 7.5000000000000009 4 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 6 7 7.5000000000000009 2.5000000000000004 3.5000000000000004 8 29.500000000000004 18.500000000000004 9 92.500000000000014 10 42.500000000000007 20.500000000000004 2.5000000000000004 2.5000000000000004 10.500000000000002 3.5000000000000004 11 5.5000000000000009 2.5000000000000004 12 13 14 11.500000000000002 15 16
decision_type=9 2 1 2 1 2 1 2 1 2 1 2 2 1 1 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 1 2 2 1 1 1 2 1 9
left_child=1 8 3 4 -3 6 7 -4 9 11 15 12 35 29 -15 17 -14 -11 -13 27 36 23 -23 -22 25 -25 -27 -5 -16 32 -31 -32 34 -34 -10 -1 -2 -38 -39
right_child=20 2 5 19 -6 -7 -8 -9 13 10 -12 18 16 14 28 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 30 31 -33 33 -35 -36 -37 37 38 -40
leaf_value=0 -0.0001381051138281021 0.00035348651463515521 0.018811538395788238 0.010106378783590652 -0.014790320381440387 0 0 0 0.0033944941648063939 0.026707111010322571 0 0 0.014993251062935704 0 -0.012365988228240303 0 0 0 -0.012516569338019666 0 0 -0.016015161942576354 0 0 0 0.011249657665868419 0 0 0 0 -0.0090312399309821958 0 0.0096418747219391265 0 -0.00050259287065743531 -0.004562426212633558 -0.00097006290792658878 0.0094570493629831387 0
leaf_weight=22.142810524186643 2614.8711900494291 4.8371084499813151 55.774401991453487 5.4168119983805791 33.898231859708176 43.208895133917395 8.8518767083587573 0.968801005394197 97.310836173717689 41.017614671756746 98.175821421009459 10.820012805022998 19.553567131530144 73.878386759315617 88.63944974799233 2.7300014253996769 26.054612026782706 3.3296301256632423 35.429834914390085 2.7096203108958434 1.8709761148493271 28.083906407031467 1.5781825451995235 3.7192265068006334 1.1078300560766354 22.491872301805419 0.69385557273926579 0.65888721455121402 0.51628228602930804 20.72227417385875 30.423028787423391 1.7819629182922643 25.652438699289632 26.623282862419728 396.97056415902625 87.799173833700479 26.23448007350089 42.597142161786905 7.1722399171412681
leaf_count=18082 1520514 4976 51453 6328 34579 42033 8928 724 96085 42980 103179 11784 19016 73418 98059 2798 28953 3154 37723 3418 516 15327 1630 568 830 1847 284 638 538 22885 31858 1256 29138 28605 414222 80651 8632 10280 6236
internal_value=0 0.000405761 0.00293233 -0.0040705 -0.0113061 0.0080819 0.0128688 0.0156741 0 0.00201388 0.00952222 -0.00254237 0 -0.00099183 -0.00597285 0.0205595 0.00972033 0.0250638 -0.0108389 0.00311656 -0.000150973 -0.00395259 -0.0113132 0.00191977 0.00479324 0.00767718 0.00978826 0.00809396 -0.0109848 0.000182539 -0.00238864 -0.0058789 0.00106635 0.0044768 0 -0.00355712 0 0.00281055 0.00737647
internal_weight=0 1265.9 156.325 47.5207 38.7353 108.804 65.5951 56.7432 1109.57 347.053 145.253 201.8 155.55 762.519 163.034 47.0772 45.6082 44.3472 46.2498 8.78532 2750.42 59.5458 29.6621 29.8838 28.0128 26.905 23.1857 6.0757 89.1557 599.484 52.9273 32.205 546.557 52.2757 494.281 109.942 2690.88 76.0039 49.7694
internal_count=2864125 1297461 153077 49939 39555 103138 61105 52177 1144384 348320 152111 196209 146702 796064 172015 48932 47969 46134 49507 10384 1566664 21002 16957 4045 3529 2699 2131 6966 98597 624049 55999 33114 568050 57743 510307 98733 1545662 25148 16516
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=2984734 162 4 3 58 6 5 5 8 9 4 192 196 768 32 586 8396992
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=40
num_cat=16
split_feature=2 5 3 1 3 9 1 3 0 3 1 0 0 1 3 0 3 3 0 0 0 0 1 1 1 0 0 3 5 0 9 0 1 0 9 0 1 3 2
split_gain=0.0284385 0.282455 0.946612 1.44934 1.07968 0.556161 1.24295 1.92429 1.4147 1.25243 0.974893 0.506982 0.350936 0.346858 0.294806 0.442586 0.246265 0.242978 0.241795 0.191749 0.1084 0.267339 0.832942 0.327501 0.209391 0.264874 0.100019 0.124262 0.0921825 2.18263 1.48438 1.86094 0.744021 0.709049 0.50688 2.3064 1.42395 0.923276 0.797438
threshold=0 1 1.5000000000000002 2 2.5000000000000004 3 4 1.5000000000000002 5.5000000000000009 4.5000000000000009 5 7.5000000000000009 13.500000000000002 6 7.5000000000000009 1.0000000180025095e-35 10.500000000000002 16.500000000000004 9.5000000000000018 32.500000000000007 7.5000000000000009 3.5000000000000004 7 8 9 10.500000000000002 8.5000000000000018 10.500000000000002 10 2.5000000000000004 11 5.5000000000000009 12 17.500000000000004 13 3.5000000000000004 14 2.5000000000000004 15
decision_type=9 1 2 1 2 1 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 1 2 1 2 1 2 1 2 9
left_child=1 5 13 4 -4 6 7 8 -1 11 16 -8 -5 -3 15 -9 19 -6 -10 -7 21 23 -23 -12 25 -22 27 -11 34 -30 31 32 -31 -32 38 36 37 -36 -2
right_child=28 2 3 12 17 10 9 14 18 26 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 29 30 33 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.015789691991450888 0.0086916080402467937 0 0.00012484638235283694 0.008405607301944399 -0.017439892260414161 0.0086409187808892795 0.013954611483370315 0 0.0086712492408770169 -0.0077055095686287788 0.00083584958901446378 0 0 -0.013212428291505688 0 0.014852318586464073 0 0 0 0 0.010329942348879576 0.0012676649595660338 -0.011836158610195859 -0.003606293234213024 -0.0025038589762487701 0 0 0 -0.0026673907929747691 0.016913766131337573 0.031259806147947093 -0.013218576984582682 0 0 0.01408868469514891 -0.012443108662218767 -0.0021160796547019614 -0.00040765678315474342 -6.0826021466221579e-05
leaf_weight=75.639100540618529 67.625424243315138 16.984279031832557 19.927091407029366 137.84808030815839 37.791979659268691 129.1883313044018 164.71915984438965 13.815290459220703 7.7210621798585617 15.494473809289053 267.2813049006545 12.090531497146001 2.1925236366805612 40.644824068251182 3.2815638373431275 34.406882773604593 1.6204307785956178 0.30623463657684524 6.8993189154134598 2.0746997897513202 13.471941471041648 21.197675693867495 63.143036558773019 215.1017282816174 23.561531966086477 14.071929890778845 0.86584930121898551 1.1001914280350309 248.31079876486183 17.290575668041129 20.271694367620515 25.286155130328552 10.493778131676665 1.0299070748296788 83.749265692764311 154.19617009966169 384.29956184206821 10.15127733365807 1650.0579236681806
leaf_count=79268 102818 22434 21838 158291 36668 131339 168529 14645 7876 15070 266186 11678 2084 50661 3213 33976 1601 304 7520 2512 10517 21281 69490 223987 23556 11887 726 911 276001 16222 21513 24787 11031 1206 48216 43990 204656 10367 705278
internal_value=0 0.000414502 -0.00202791 0.000372018 -0.00822963 0.00130055 0.00445123 -0.00101826 -0.0102394 0.0092154 0 0.0126029 0.00661827 -0.0110033 0.00915669 0.0111826 0.0063956 -0.0163432 0.00306186 0.00786222 -0.00201742 -0.0025244 -0.00737479 -0.000708709 0 0.00501009 -0.00310788 -0.00559502 -0.000131439 0.00117503 0.0139575 0 0.0124448 0.0239548 -0.000449975 -0.00283109 0.000173864 0.00960571 0.000303034
internal_weight=0 1342.44 255.695 198.066 58.0253 1086.75 336.033 141.763 90.2595 194.27 750.713 176.81 140.041 57.6291 51.5037 48.2222 132.883 38.0982 14.6204 131.263 617.829 566.724 84.3407 482.383 51.1054 27.5439 17.4605 16.5947 2672.76 322.683 74.3721 53.0705 27.7844 21.3016 2350.08 632.396 478.2 93.9005 1717.68
internal_count=2864133 1398048 292280 219185 58810 1105768 343412 146498 94664 196914 762356 180207 160375 73095 51834 48621 135452 36972 15396 133851 626904 580944 90771 490173 45960 22404 16707 15981 1466085 350760 74759 52040 27253 22719 1115325 307229 263239 58583 808096
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=2984374 2 545 6 180 48 562 14 705 323 2 1 55 9 560 8417280
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=40
num_cat=10
split_feature=1 2 0 0 3 2 2 2 0 2 3 0 3 3 0 0 3 0 0 2 0 0 2 3 0 0 2 2 0 3 3 0 3 3 0 0 3 0 3
split_gain=0.0137625 0.846053 1.11575 1.52051 0.810019 1.42905 1.28016 0.643402 0.508142 0.459674 0.62109 0.697562 0.347709 0.316167 1.51315 0.64931 0.641329 1.93566 1.55384 0.785775 1.31988 0.434546 0.334849 0.309318 0.266034 0.265916 0.659755 0.260339 0.258293 0.201239 0.188747 0.549155 0.155501 0.14511 0.139322 0.123404 0.122871 0.1168 0.114799
threshold=0 1 13.500000000000002 2.5000000000000004 4.5000000000000009 2 3 4 1.0000000180025095e-35 5 2.5000000000000004 4.5000000000000009 10.500000000000002 2.5000000000000004 2.5000000000000004 12.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 6 7.5000000000000009 7.5000000000000009 7 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8 9 15.500000000000002 4.5000000000000009 8.5000000000000018 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 24.500000000000004 12.500000000000002 108.50000000000001 5.5000000000000009
decision_type=1 9 2 2 2 9 9 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -3 12 29 -1 13 32 24 28 16 25 22 19 18 -18 21 -21 -9 -16 37 -12 26 -15 -19 -6 -2 31 -8 -11 -27 -7 -13 -26 -4 -31
right_child=7 4 23 -5 6 34 30 9 -10 10 11 35 -14 14 15 -17 17 27 -20 20 -22 -23 -24 -25 36 33 -28 -29 -30 38 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0084348095584350549 -3.9670984198211452e-05 0.022264292510346707 -0.0073348149024445412 0.023473429302634994 0 -0.010091491761917572 0.0090124989815730094 0.010300037136415422 -0.000555581053011872 0 0.013361423087796779 0 0.002986186809936947 0 0 0 0 0.011650884334660742 -0.00361835975268126 0.0094328110939571747 0 -0.014093296839284062 0 -0.006737942016711857 0.0059413985721106415 -0.008904998823948641 -0.010472948358758734 0 -0.004913332771295853 0.0013622142366984881 0.0015650539999044009 -0.0086413698235168878 0 -0.012789621810679046 0 0 0 0.0026074972369198941
leaf_weight=142.74510723719868 79.714822563546477 1346.0640407134288 15.779962027794685 84.275022840389283 21.004412568530832 53.425534429603431 41.070940094976322 90.095404653518926 110.45912552896334 137.82906141416606 72.035785031293926 14.063422711173185 2.5453553605184416 65.758716589349206 15.084797463699942 7.6334158199315416 127.47807653048949 5.4389022650138941 231.07891479420505 680.48947787705401 48.481132402550429 4.5968275188934049 94.446332298932248 0.67481981086893839 63.222314388629457 101.99998975550989 31.343362899024214 43.462884728542122 0.50627294857986171 5.7539369058940819 5.5041623735014573 2.4635835325752842 151.58221644522564 14.951035398626116 90.334696880974661 0.45345016353530887 1.0388313262665168 0.23969519708771336 11.897234405885682
leaf_count=139095 89640 632407 13312 77675 19907 57065 48608 102048 105445 135791 79569 11227 2715 59713 13943 4518 129343 4982 191181 349027 14566 3004 69594 656 59394 85569 34341 29171 488 6763 4701 685 156753 12475 102722 488 1113 244 14190
internal_value=0 0.000200818 0.0044579 0.00144081 -0.000663893 -0.00140656 0.00750336 -0.000165622 0.00588851 -0.000740941 -0.00345233 2.46916e-05 0.0170413 0 -0.00251407 -0.0107043 0.000834659 0.00402743 0.0071567 -0.000479382 -0.00199033 0.00609745 -0.0129377 0.0198679 -0.00143666 0.00150442 -0.000153399 -0.00911196 0.0222585 0.00625336 -0.000202612 -0.00498276 -0.00614368 0.00467269 -0.00970144 0.0122061 -0.00564485 0.0216272 0
internal_weight=0 1917.09 354.174 337.479 1562.92 1489.82 73.0947 2099.93 253.204 2002.56 440.225 150.814 24.056 1562.34 331.218 117.165 1231.12 407.459 358.557 823.663 728.971 94.6922 109.531 16.6945 136.297 214.053 97.1021 48.9018 21.5107 97.366 49.0387 43.5345 289.411 116.951 143.76 14.5169 64.2611 16.0197 17.6512
internal_count=2864128 1205725 336427 322215 869298 792194 77104 1658403 244540 1547810 444335 151791 23110 1103475 280153 88055 823322 354677 320524 468645 363593 105052 83537 14212 140076 192098 94054 34153 20395 110593 53994 49293 292544 98044 159787 11715 60507 13556 20953
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=60 14751512 17320032 264230 548997 17074290 264192 2048 32834 262160
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=40
num_cat=18
split_feature=2 9 0 1 1 0 3 3 1 0 0 3 3 0 0 3 3 1 9 2 0 3 1 0 1 1 3 2 2 2 2 2 3 3 0 0 1 2 3
split_gain=0.0154805 0.439499 0.873529 0.614112 0.585989 0.265992 0.263243 0.47351 0.209017 0.196294 0.180035 0.292578 0.280308 0.250497 0.141075 0.114427 0.612875 0.274145 0.0923694 0.352411 0.469907 0.390938 1.62575 0.809987 2.89942 1.8589 1.30636 1.27822 1.14873 0.842634 0.665273 0.61297 0.41021 0.306704 0.241748 0.301354 1.15815 0.575932 0.459779
threshold=0 1 1.5000000000000002 2 3 47.500000000000007 4.5000000000000009 1.0000000180025095e-35 4 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 24.500000000000004 3.5000000000000004 1.0000000180025095e-35 5 6 7 2.5000000000000004 3.5000000000000004 8 1.5000000000000002 9 10 1.5000000000000002 11 12 13 14 15 7.5000000000000009 8.5000000000000018 38.500000000000007 17.500000000000004 16 17 2.5000000000000004
decision_type=9 1 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 1 1 9 2 2 1 2 1 1 2 9 9 9 9 9 2 2 2 2 1 9 2
left_child=1 4 15 -4 6 -5 7 -1 -9 -10 12 13 -6 -12 -13 16 17 -3 19 20 -2 23 30 25 26 28 -25 -27 -21 -26 -23 -24 -33 -32 35 -20 38 -38 -37
right_child=18 2 3 5 10 -7 -8 8 9 -11 11 14 -14 -15 -16 -17 -18 -19 34 21 -22 22 31 24 29 27 -28 -29 -30 -31 33 32 -34 -35 -36 36 37 -39 -40
leaf_value=0 0.013547231755643775 0.0013543701092517783 0 -0.020088260278866586 0.0097029603346254836 0 0.00097791133536381889 0 -0.015488890484056573 0 -0.009366392418661152 0.0064581013951050094 0 0 0 -0.0016653059642413764 0.0116428508495267 -0.0067724198261861256 -0.00019796453756418909 -0.0085005595507235462 0 0.0014227899772746289 0 -0.0097857155306755664 0.012895423552829348 0.0012857880939546895 0.0046949711014385035 -0.012662514710316273 0.0052257128789645951 0 -0.015854780485313358 0.019604955605315413 0 0 -0.0081516511670463466 0.017347709085806764 0.0014408761952037642 -0.011527050893836134 0
leaf_weight=65.676213187565736 23.712555913800315 11.300108704344892 16.33543054148322 32.523829992067476 75.692878128251323 0.35285281615506292 9.5812285927440808 33.143006371334195 29.142831114855657 1.4443921315105388 16.301064071383738 36.644409608255955 24.589744506209172 1.385212877037701 2.231995162786915 6.605636158368724 22.840082145223278 17.909404768084645 2505.7710849527648 29.936036670551402 8.6017812000936811 8.3019038994243584 28.753708361633471 152.664948468082 173.13794185469305 39.964391649838944 40.612186416226905 189.77460514925042 228.36524100710085 32.251058286608895 25.803163718934233 53.583834620541893 6.4954797411046448 3.1902142782928413 6.9302500338089876 36.609844963095384 3.3727779106411617 11.922398798982611 2.2182213217893141
leaf_count=68616 24619 11841 14150 33366 76150 375 12830 22213 47762 1142 12240 33700 36224 1031 2225 11204 32301 19662 1663768 33155 9349 6487 23881 70625 73264 45819 36462 148810 136345 36125 24735 56433 6742 2908 6939 7487 3572 8479 1080
internal_value=0 -0.000501628 -0.00538406 -0.0129736 0.000814553 -0.0163467 -0.00238007 -0.00479723 -0.00946875 -0.0121928 0.00507788 0 0.00740692 -0.00571407 0.00445793 0 0.00356494 -0.00038351 0.000108708 0.000926055 0.0078404 0.000131013 0.00493778 -0.000363249 0.00248634 -0.00327929 -0.00495542 -0.00929308 0.00170266 0.0102767 -0.00563277 0.011692 0.0158756 -0.0116549 -0.000118117 0 0.00588571 -0.00426832 0.0130809
internal_weight=0 403.7 107.867 49.2121 295.833 32.8767 138.988 129.406 63.7302 30.5872 156.845 56.5627 100.283 17.6863 38.8764 58.6552 52.0496 29.2095 3611.97 1045.15 32.3143 1012.83 126.128 886.706 398.666 488.04 193.277 229.739 258.301 205.389 37.2953 88.833 60.0793 28.9934 2566.82 2559.89 54.1232 15.2952 38.8281
internal_count=2864116 437032 122899 47891 314133 33741 152563 139733 71117 48904 161570 49196 112374 13271 35925 75008 63804 31503 2427084 735759 33968 701791 121186 580605 216476 364129 107087 194629 169500 109389 34130 87056 63175 27643 1691325 1684386 20618 12051 8567
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=30688257 9 289 267 1 12 6 589828 553 404 789 8746 41506 2099786 34818 4168 27 2622232
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=40
num_cat=18
split_feature=2 1 0 3 0 9 3 0 3 12 3 0 3 0 1 9 0 1 2 3 9 3 2 1 2 0 3 2 3 9 12 0 3 1 2 9 0 3 3
split_gain=0.021124 0.408754 0.370294 0.54858 0.315224 0.241914 0.343094 0.214998 0.206311 0.168992 0.119495 0.0922577 0.0921416 0.0850573 0.593749 0.188503 0.140353 0.891442 1.43479 0.493042 0.436455 0.33535 0.240311 0.157747 0.337373 0.470429 0.294014 0.257898 0.294142 0.464802 0.149207 0.147053 0.888445 0.576719 0.127082 0.186768 0.126659 0.115169 0.410358
threshold=0 1 1.5000000000000002 3.5000000000000004 27.500000000000004 2 2.5000000000000004 15.500000000000002 4.5000000000000009 3 10.500000000000002 24.500000000000004 1.0000000180025095e-35 19.500000000000004 4 5 10.500000000000002 6 7 1.5000000000000002 8 5.5000000000000009 9 10 11 1.5000000000000002 5.5000000000000009 12 5.5000000000000009 13 14 2.5000000000000004 2.5000000000000004 15 16 17 38.500000000000007 2.5000000000000004 1.5000000000000002
decision_type=9 1 2 2 2 1 2 2 2 1 2 2 2 2 1 1 2 1 9 2 1 2 9 1 9 2 2 9 2 1 1 2 2 1 9 1 2 2 2
left_child=1 2 3 -1 5 12 9 8 -4 -7 -5 -9 -3 16 34 -16 23 18 21 20 -19 30 -21 24 25 -2 -27 31 29 -29 -18 32 -25 -33 35 36 -15 38 -26
right_child=13 4 7 10 -6 6 -8 11 -10 -11 -12 -13 -14 14 15 -17 17 19 -20 22 -22 -23 -24 27 37 26 -28 28 -30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0077573964896239097 0 0.0039950787885856967 -0.0056080015418764513 -0.0055513941656741943 0.00033488508736694624 -0.009961424703818219 0 0.0055563009695874764 0 0 0 0 -0.0017616286404174009 0.0093670103532070299 0 -0.013411865663698404 0.021412001271791586 0 -0.0025544364840596992 0 -0.010693028832316435 0 0.0077898946191744985 -0.00056078951371808469 0 0.0093726542508249782 0 0.00113649152033246 0.00043625095789819778 -0.0060563460063207779 0 0.00097640377527372459 0.0059715690597455448 -0.0053207753147255068 0 0 0 -0.0022260228640176793 0.0055718009269386994
leaf_weight=124.9203998304547 180.32145944130025 19.023191102714918 103.35500208425219 13.405285820432253 2.8807627962814868 123.10289853120958 34.280116397341772 5.9937807253882038 8.002127269159244 0.13295918720541422 1.3895073712919828 5.1142552007659106 14.782091933688205 29.66689978481736 3.8630954769614618 14.206496311395314 42.84472216971335 8.4492825602064823 17.428620695085556 10.179316958819982 42.182114372430078 2.5253230345551847 5.4521285956288894 805.19530088012834 1040.5019004459464 109.81943394742848 6.412436003520269 31.183404259230883 36.691456056745665 249.46630694237683 0.31899521197192271 232.399204398851 227.3678520147223 186.84665818728536 6.4501878096780265 3.7133220198738845 2.5363478563667732 153.71916320382297 109.95549651721376
leaf_count=131033 192139 18336 100041 22598 1854 126241 45589 5768 9416 170 1333 4927 19960 4830 3319 11579 14522 2932 15832 4014 17107 639 5422 632205 313896 121051 6708 29986 39853 255795 420 141652 212593 108705 7250 1733 1187 136531 94955
internal_value=0 -0.000574606 0.00119484 0.00484238 -0.00404044 -0.00568084 -0.00695768 -0.00105446 -0.00388257 -0.00938699 -0.0017849 0.00214217 0 0.000114689 -0.00266114 -0.0105889 0.000270173 0.00322279 0.00992417 -0.00197347 -0.00790002 0.0171557 0.00278937 4.11365e-05 0.000826145 0.00365679 0.00799303 -0.000506106 -0.0029191 -0.00441722 0.0208826 0 0.000723271 -0.0014269 0.000901197 0.0042122 0.0068813 0 0.000452147
internal_weight=0 456.382 262.18 139.715 194.202 191.321 157.516 122.465 111.357 123.236 14.7948 11.108 33.8053 3559.7 60.4363 18.0696 3499.26 129.381 63.1177 66.2628 50.6314 45.689 15.6314 3369.88 1600.73 296.553 116.232 1769.15 317.341 280.65 43.1637 1451.81 1032.56 419.246 42.3668 35.9166 32.2032 1304.18 1150.46
internal_count=2864121 487266 275116 154964 212150 210296 172000 120152 109457 126411 23931 10695 38296 2376855 29898 14898 2346957 60888 31413 29475 20039 15581 9436 2286069 865280 319898 127759 1420789 325634 285781 14942 1095155 844798 250357 15000 7750 6017 545382 408851
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=33047553 244 2 1 90 12 177 68044 12 968 270 7088 297066 4 1 112 262746 3
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=40
num_cat=15
split_feature=2 1 9 0 0 3 1 0 0 0 1 3 9 0 0 1 2 3 1 2 2 3 0 3 0 0 0 2 3 1 0 0 0 2 0 0 3 3 1
split_gain=0.0209958 0.291425 0.268516 0.180289 0.200813 0.154147 0.2403 0.242823 0.394155 0.230005 0.131566 0.0823724 0.0538029 0.224503 0.240589 0.893344 0.559505 0.42306 0.224095 1.03983 0.943307 1.1617 0.688748 0.969323 0.594359 1.84345 1.30761 0.418024 0.738007 0.660068 0.400456 0.330757 0.828664 0.2794 0.437781 0.256485 0.190369 0.167546 0.164232
threshold=0 1 2 47.500000000000007 1.0000000180025095e-35 3.5000000000000004 3 2.5000000000000004 9.5000000000000018 1.5000000000000002 4 10.500000000000002 5 38.500000000000007 17.500000000000004 6 7 2.5000000000000004 8 9 10 2.5000000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 10.500000000000002 11 1.5000000000000002 12 6.5000000000000009 2.5000000000000004 5.5000000000000009 13 1.5000000000000002 11.500000000000002 6.5000000000000009 4.5000000000000009 14
decision_type=9 1 1 2 2 2 1 2 2 2 1 2 1 2 2 1 9 2 1 9 9 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 1
left_child=1 5 -3 4 -4 6 9 -8 -9 -1 -7 -12 18 14 -14 17 -17 -16 19 31 24 30 23 -21 27 -26 -27 29 -29 -20 -22 33 -33 34 -2 -34 -35 38 -23
right_child=12 2 3 -5 -6 10 7 8 -10 -11 11 -13 13 -15 15 16 -18 -19 20 22 21 37 -24 -25 25 26 -28 28 -30 -31 -32 32 35 36 -36 -37 -38 -39 -40
leaf_value=0.0090835995674159366 0 0 0 0 -0.013846447548364074 0 -0.0048976746691029851 0.0094960726205015108 0 0 -0.0082498372419175757 0 -0.00010411783953998187 -0.0078186535879179991 0.015635048404709327 0.0019683928676510923 -0.01090452319989541 0 0.011139340714101694 0.016772753704734092 -0.014975541514259606 0.0076819126595857219 0 0 0.015555040874957888 -0.010156878539802169 0.0091199593183704086 0 -0.01015461297350774 -0.0011060307315969567 0 -0.011289788321686364 0.0065265437680328102 -0.0073275852231261098 0.010125783173338303 -0.00079261386447300973 0 0 0
leaf_weight=50.644990494816739 135.43005583778722 105.5265517807602 12.998844154048127 0.1532279499078858 24.535808087523037 13.035949424956923 43.565623020520434 21.068808561503833 7.8517872327211071 37.114145235602336 8.141384590535381 0.46893047213961914 2560.3550490169146 6.7981777020177097 37.519321010506246 3.1482023851131089 11.562054056616033 2.27450739571941 33.765690349573561 78.732008003309602 78.1537774407916 16.638646118095494 14.618083579247466 50.004401124577271 74.929529032946448 60.534016419202089 18.417863699258305 232.65488437492604 60.069893236970529 16.619378082374169 8.1372343737239117 58.728746574983234 30.826309966927511 18.549588491339822 37.988282506208634 13.18122176529141 0.29550414378172618 17.733420174219646 13.153039284312401
leaf_count=57224 105197 131955 20561 198 30024 10680 41779 14103 6090 34574 17928 541 1715006 6792 7419 3272 8299 1061 35923 80960 81273 18500 16811 52422 30206 23308 8573 97313 57991 18826 8036 29770 13351 21815 19321 5047 364 17954 13657
internal_value=0 -0.0006812 -0.00400236 -0.00863264 -0.0111842 0.000831849 0.00290936 0 0.00335597 0.00560474 -0.0013343 -0.00538116 0.000104237 -4.10109e-05 0 0.00530456 -0.0032412 0.0115997 0.000719505 0.00242568 -9.28513e-05 -0.0068518 0.00849903 0.0114734 0.00154317 0.00627692 -0.00163351 -6.84551e-05 -0.00235816 0.00507914 -0.0131962 -0.00029255 -0.00481383 0.00108414 0.0034031 0.000848016 -0.00314927 0.000562928 0.00533221
internal_weight=0 325.106 143.214 37.6879 37.5347 181.892 160.245 72.4862 28.9206 87.7591 21.6463 8.61032 3690.82 2621.66 2614.86 54.5041 14.7103 39.7938 1069.16 438.354 630.807 133.816 143.354 128.736 496.991 153.881 78.9519 343.11 292.725 50.3851 86.291 295 102.736 192.263 173.418 44.0075 18.8451 47.5251 29.7917
internal_count=2864124 365657 182738 50783 50585 182919 153770 61972 20193 91798 29149 18469 2498467 1741849 1735057 20051 11571 8480 756618 345058 411560 139420 150193 133382 272140 62087 31881 210053 155304 54749 89309 194865 48168 146697 124518 18398 22179 50111 32157
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=30954497 101 9 36 65 6 27 2360088 856 2165056 2165092 67844 131 2097472 38
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=40
num_cat=12
split_feature=2 1 0 0 3 3 1 0 0 0 0 0 0 0 3 3 3 3 11 3 3 3 1 0 3 2 0 3 2 2 1 0 0 0 0 2 0 2 2
split_gain=0.0239201 0.124189 0.113385 0.319406 0.227556 0.0709062 0.146748 0.0794493 0.0648741 0.529434 0.110297 0.0610741 0.0567126 0.131519 0.208363 0.194584 0.0933784 0.341051 0.0539822 0.0536415 0.108394 0.0398267 0.522574 0.373138 0.403569 0.59447 0.549589 0.119926 0.184254 0.0976176 0.0884745 0.588505 1.36212 0.830786 0.615457 0.438222 0.371928 0.365723 0.216207
threshold=0 1 6.5000000000000009 10.500000000000002 3.5000000000000004 1.5000000000000002 2 2.5000000000000004 12.500000000000002 6.5000000000000009 19.500000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 3 6.5000000000000009 2.5000000000000004 5.5000000000000009 4 1.0000000180025095e-35 7.5000000000000009 5 14.500000000000002 7.5000000000000009 6 7 8 6.5000000000000009 5.5000000000000009 20.500000000000004 4.5000000000000009 9 1.5000000000000002 10 11
decision_type=9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 9 2 2 9 9 1 2 2 2 2 9 2 9 9
left_child=1 5 18 -4 -5 6 7 -1 9 -8 -10 -9 16 14 15 -14 -7 -18 19 20 -3 30 27 -24 25 -25 -27 28 -23 -29 31 32 34 37 36 -36 -2 -33 -32
right_child=21 2 3 4 -6 12 8 11 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 -28 29 -30 -31 38 33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.0040710758416890565 0 -0.00030665828538080581 0.0072511954568007077 -0.007615599189623231 0 -0.00097258701227397612 0.0041010630582444451 0.0042663442227790626 0.010896754948968239 -0.0079521430038277819 0 0 0 0 0 -0.011722992605878413 0.0083937445085869259 0 0 0 -0.0064126105579980427 0 0.00093571170085050164 0 0 -0.020721037021798453 0 0.0036273324517110471 0.010767978504024398 -0.0026410583049331022 -0.0032890974821189068 0 0.016556869078855257 0.0033232115978229747 0 -0.010897610587863676 0.0043722299020579024 -0.010337483409786394 0
leaf_weight=17.937062162847727 562.74459018986818 223.66934864868381 20.32852624465886 18.680675045623506 1.9559642028762017 28.560569868448511 125.54354624592452 3.5540800774178916 4.2631859916145896 12.353730470145818 4.3469885744852945 6.9891695480328053 12.641557616509091 24.69679236713273 8.7754103701518016 13.021306518385243 30.874343320207117 23.380740195205362 1.0652719940117084 15.381371392388244 85.369775903440313 5.1334139957034495 29.409646904663532 4.4133447089989204 14.533142401167423 21.576569005730569 0.62860928915324521 5.3464344017847907 37.554733943499741 14.411167610116538 184.23042361357511 5.9144481324765366 31.463511357913376 27.294815936416853 4.4203514113032725 33.634962576383259 272.14890244653361 94.311386029177811 1985.3975374287729
leaf_count=14934 391117 250509 20637 18046 1896 35296 126823 1911 4687 12712 5404 4056 12171 22102 9935 12881 39416 28249 1218 17717 107862 4371 28696 4343 11213 15324 293 5106 32392 13260 207884 6451 13610 4578 4907 12889 148600 29991 1180641
internal_value=0 -0.000537465 -0.00188078 0 -0.00328908 0.000211937 0.00188063 0 0.00342862 6.49784e-06 0.0087638 0 -5.73237e-05 -0.00252367 -0.00540554 -0.00844154 0 0.00322883 -0.00270852 -0.00298014 -0.00329641 9.46571e-05 0.00162151 -0.00160433 -0.00749057 -0.0119075 -0.0149874 0.00723987 0.00991785 0 0 0.000761898 0.0019333 -0.00437907 0.000541398 -0.00800641 0.00154208 -0.00906269 -0.000344671
internal_weight=0 683.389 366.451 40.9652 20.6366 316.938 174.988 28.4803 146.507 137.897 8.61017 10.5432 141.951 59.1351 34.4383 25.6629 82.8157 54.2551 325.486 324.42 309.039 3334.57 133.007 70.5613 41.1517 26.6185 22.2052 62.4457 42.6881 19.7576 3201.56 1031.93 904.412 127.521 872.949 38.0553 834.893 100.226 2169.63
internal_count=2864128 748462 417885 40579 19942 330577 170527 20901 149626 139535 10091 5967 160050 57089 34987 25052 102961 67665 377306 376088 358371 2115666 114998 59869 31173 19960 15617 55129 36763 18366 2000668 612143 571123 41020 557513 17796 539717 36442 1388525
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=30950689 101 1 1 212 140 2425344 2433540 778 2097162 660 307332
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=40
num_cat=17
split_feature=2 12 1 3 0 1 0 9 9 0 3 0 0 9 3 3 3 0 3 9 0 0 0 2 1 9 1 1 1 3 9 3 3 9 2 3 0 3 3
split_gain=0.0207417 0.141692 0.543894 0.285758 0.166633 0.118319 0.28957 0.237802 0.205154 0.201148 0.271413 0.38519 0.297176 0.247983 0.177225 0.170149 0.129176 0.127628 0.116612 0.102834 0.0883542 0.0748424 0.136256 0.296924 0.227658 0.169121 0.917579 0.80939 0.0890774 0.401679 1.27797 0.922134 0.255865 0.79951 0.52273 0.0746652 0.0730015 0.06199 0.0531453
threshold=0 1 2 13.500000000000002 4.5000000000000009 3 2.5000000000000004 4 5 4.5000000000000009 2.5000000000000004 9.5000000000000018 7.5000000000000009 6 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 7 12.500000000000002 38.500000000000007 5.5000000000000009 8 9 10 11 12 13 1.5000000000000002 14 1.0000000180025095e-35 1.5000000000000002 15 16 9.5000000000000018 16.500000000000004 5.5000000000000009 8.5000000000000018
decision_type=9 1 1 2 2 1 2 1 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 9 1 1 1 1 1 2 1 2 2 1 9 2 2 2 2
left_child=5 21 4 -4 -3 8 7 -7 15 14 11 17 -12 -13 19 -1 20 -11 36 -8 -10 22 28 24 -24 27 -27 -25 29 31 -31 -2 34 -34 -30 -26 -18 -23 -14
right_child=1 2 3 -5 -6 6 9 -9 16 10 12 13 38 -15 -16 -17 18 -19 -20 -21 -22 37 23 25 35 26 -28 -29 32 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=0.00879135467940605 -0.0019134979299183013 0.0071671234092500775 -0.016018714706803452 0 0 0 0 -0.0090852826906022473 -0.0048575575258657279 -0.0022672680320376757 0 0 0.0098427600361626569 -0.012352572840500379 0 0 0.0048685497930458232 0.0048323873210322508 0 0.0071730979164081514 0 -0.0053391693087561573 0 -0.0027880735039845822 0.011285277319460555 0.0032424491492126523 -0.0054767039447378638 0.01175831792924301 0.00051975761449974452 0.0072791329328299667 -0.0073849259600547784 0.0090388473150708332 0.0034806985014365606 -0.0048266396207826325 -0.00371349643807364 0 0 0 0
leaf_weight=22.37949663712061 187.95585293579643 3.5904040965688182 12.86128312330402 0.044070146424929457 2.9419251425715629 160.52303893678072 1.0514156462595565 40.28295141387207 62.437438251494314 19.079219637584174 8.6671506794446049 1.4464289297757205 7.2991748295899006 19.285567371014626 2.4824539462351813 25.324526911383145 50.072953886035975 13.850205731039749 33.944444641054361 51.373202461803885 3.0261995225737328 7.9360169039719022 10.277138570498208 12.308805970795218 44.543950494480669 215.33207012415369 176.69356019420957 29.473864604784467 1454.7959553068467 25.238964172393025 211.44516231921443 75.419357524522638 628.74290530343933 78.649594151298515 311.91306230045302 0.31994864990701799 2.7864612652774658 0.30277418711921189 0.26811079143953964
leaf_count=21190 164672 4189 15765 39 2461 191436 1305 50309 64625 18220 8599 1288 5847 16885 2830 33031 57439 12361 46976 55509 3495 7061 10221 3169 44117 55864 77993 13398 559912 26773 217704 78955 589147 76947 320352 340 3137 332 261
internal_value=0 0.00011167 -0.00494595 -0.0111708 0.000998846 -0.000537479 -0.00189724 -0.00429048 0.000373629 0 -0.00105231 -0.00569608 0.00154475 -0.0113768 0.00473154 0.00486902 -0.000194377 0 0.000124863 0.00667557 -0.00368681 0.000268125 0.000392672 0.00191298 0.00715307 2.57272e-05 -0.000136254 0.00453709 2.62662e-05 -0.00101139 -0.00405731 0.000803788 0.000367971 0.00197319 -0.000127954 0.00953553 0.00375438 -0.00347415 0.00905769
internal_weight=0 3490.79 19.4377 12.9054 6.53233 525.58 325.609 200.806 199.972 124.803 69.8959 53.6614 16.2344 20.732 54.9071 47.704 152.267 32.9294 86.8039 52.4246 65.4636 3471.35 3463.11 488.949 55.141 433.808 392.026 41.7827 2974.16 500.059 236.684 263.375 2474.1 707.392 1766.71 44.8639 52.8594 8.23879 7.56729
internal_count=2864154 2269411 22454 15804 6650 594743 364850 241745 229893 123105 63461 48754 14707 18173 59644 54221 175672 30581 107552 56814 68120 2246957 2239564 205102 54678 150424 133857 16567 2034462 488104 244477 243627 1546358 666094 880264 44457 60576 7393 6108
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=30954529 1 322 100 5 10 8 8 2163596 18 4 284 20 832 4 3 2170950
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=40
num_cat=16
split_feature=2 0 2 0 1 3 2 3 0 0 3 0 1 3 1 2 3 1 3 3 1 3 2 3 3 2 2 1 2 3 3 0 0 0 3 1 2 0 3
split_gain=0.0173835 0.116336 0.227614 0.144551 0.978179 0.406254 0.292585 0.263261 0.110325 0.345675 0.987889 0.371651 0.298086 0.215544 0.19069 0.23429 0.252075 0.11681 0.090766 0.0896658 0.0863303 0.991093 1.69021 0.741214 0.45588 0.700878 0.616259 0.464801 0.435892 0.395639 0.252111 0.243422 0.234754 0.141062 0.121969 0.0787951 0.0546723 0.163882 0.0994043
threshold=0 27.500000000000004 1 9.5000000000000018 2 4.5000000000000009 3 1.0000000180025095e-35 31.500000000000004 9.5000000000000018 2.5000000000000004 8.5000000000000018 4 3.5000000000000004 5 6 7.5000000000000009 7 7.5000000000000009 6.5000000000000009 8 3.5000000000000004 9 8.5000000000000018 1.5000000000000002 10 11 12 13 9.5000000000000018 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 14 15 1.0000000180025095e-35 3.5000000000000004
decision_type=9 2 9 2 1 2 9 2 2 2 2 2 1 2 1 9 2 1 2 2 1 2 9 2 2 9 9 1 9 2 2 2 2 2 2 1 9 2 2
left_child=8 3 -3 20 5 -5 7 -6 9 11 -11 14 13 -13 15 -1 -17 -10 -9 35 21 28 32 -24 26 30 27 -22 34 -27 -26 -30 -23 -28 -2 -12 37 -16 -38
right_child=1 2 -4 4 6 -7 -8 18 17 10 19 12 -14 -15 36 16 -18 -19 -20 -21 24 22 23 -25 25 29 33 -29 31 -31 -32 -33 -34 -35 -36 -37 38 -39 -40
leaf_value=0 0 0 -0.0071819744820423572 0.012520397186907712 -0.0019590717227206188 0 -0.0078927533588114447 0.0074354623559111654 0.0060037951649685685 -0.014575896366110012 0 0.017276601197450291 0 0 0.0048794661693141207 -0.0068805024122912438 0 0 0 0 0.0051339989004822225 0 0.021300173467826186 0 -0.0031649228326812544 -0.0085788273687123044 -0.0075345175271154009 0 -0.0059282139472522366 0 0.0016724725073810152 0 -0.0061709068554273681 0 0.0028068522215850137 0.0064245169916749157 -0.002210415177028371 0 0.00086858740880830685
leaf_weight=146.54663017272833 1073.6903661891338 2.8078238376619993 23.337410601117885 72.50775049674121 64.057588667725213 6.3309867286880026 14.271682324564607 27.505933370601273 5.2719541080004992 35.498010461662489 1.9008461109187917 4.0925792897032789 5.6509821035870118 0.61089151476335235 62.465905213943188 130.85433654940425 1.0111638931120968 2.3953987477580085 0.63574858824722369 1.1343968777946427 254.56430599353916 22.004512059560511 53.232689390337327 4.4131624043511684 139.16132068003208 186.46925209077017 61.901725909345259 578.78803750350926 159.14383872093458 4.6968143138219594 265.53687041443482 29.349518640105089 34.817890118400101 32.942349911972997 167.07627676273842 6.0260871706705057 162.18977306346278 116.98613678380934 56.223093212895037
leaf_count=196796 294563 3629 8474 43255 4948 3073 15648 9287 4591 33909 1831 2785 6103 441 63170 119593 850 2861 173 1005 229627 22988 54401 4568 132741 199793 79572 326878 163687 4829 226049 27468 20375 34712 144520 5108 188080 117607 64281
internal_value=0 7.83469e-05 -0.00420095 0.000242428 0.00275859 0.00961931 -0.00170134 0 -0.000443883 -0.00102194 -0.00755145 0 0.00896802 0.0118018 -0.000816617 -0.00273276 -0.00528361 0.00350881 0.00625063 0.00234659 0 0.000580674 0.00850425 0.016703 -0.000458847 -0.00266593 0.000679242 0.00187806 -6.14331e-06 -0.00703999 0 -0.00419895 -0.00105741 -0.00511231 0.000507874 0.00541414 0 0.0015644 -0.000193206
internal_weight=0 3279.24 26.1452 3253.1 185.31 78.8387 106.471 92.1993 738.858 731.191 44.5593 686.631 10.3545 4.70347 676.277 278.412 131.866 7.66735 28.1417 9.06133 3067.79 1543.73 114.468 57.6459 1524.06 595.864 928.196 833.352 1429.26 191.166 404.698 188.493 56.8224 94.8441 1240.77 7.92693 397.865 179.452 218.413
internal_count=2864269 2055258 12103 2043155 76384 46328 30056 14408 809011 801559 41853 759706 9329 3226 750377 317239 120443 7452 9460 7944 1966771 732570 102332 58969 1234201 563412 670789 556505 630238 204622 358790 191155 43363 114284 439083 6939 433138 180777 252361
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=33047713 26 481 270660 135 15 23085089 61 30 69720 106586 265044 704 4696 548 11027456
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=40
num_cat=21
split_feature=2 3 1 0 2 3 3 1 2 2 3 0 3 2 0 9 0 0 0 1 9 1 9 0 0 0 1 3 1 9 2 2 0 2 2 0 1 1 0
split_gain=0.0167415 0.223577 1.02922 1.25172 0.725552 0.901496 0.646957 2.47846 0.799044 0.562197 0.582629 0.498766 0.458141 0.375892 0.373261 0.275101 0.264502 0.223349 0.216581 0.716162 0.580227 0.171367 0.170322 0.268747 0.240101 0.17023 0.200887 0.12393 0.104703 0.296477 0.656714 0.17151 0.166792 0.334953 0.219087 0.102532 0.501802 0.105627 0.594484
threshold=0 1.5000000000000002 1 1.5000000000000002 2 6.5000000000000009 1.0000000180025095e-35 3 4 5 4.5000000000000009 7.5000000000000009 6.5000000000000009 6 11.500000000000002 7 16.500000000000004 37.500000000000007 19.500000000000004 8 9 10 11 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 12 31.500000000000004 13 14 15 16 1.0000000180025095e-35 17 18 12.500000000000002 19 20 3.5000000000000004
decision_type=9 2 1 2 9 2 2 1 9 9 2 2 2 9 2 1 2 2 2 1 1 1 1 2 2 2 1 2 1 1 9 9 2 9 9 2 1 1 2
left_child=1 6 4 9 5 15 16 13 -9 -4 -11 12 -5 14 21 -3 28 -18 35 -20 -21 -8 23 24 -6 26 -15 -24 29 31 -31 -1 33 -30 -34 37 -37 -2 -39
right_child=18 2 3 11 22 -7 7 8 -10 10 -12 -13 -14 25 -16 -17 17 -19 19 20 -22 -23 27 -25 -26 -27 -28 -29 32 30 -32 -33 34 -35 -36 36 -38 38 -40
leaf_value=0 0.00030370833981065951 0 -0.0019308365425673769 -0.014572035803022782 0.0030044159790423145 0 0 0 -0.022135650499803705 0.010519728529740747 0 0 0 -0.0085690755850418489 0 0.01560750442233421 0.012112645550323761 0 0.00037970157819697736 0 -0.016771216867270591 0.012262415827188523 -0.0072569669335259147 0.0082297972782929465 -0.0060337291520995012 0.00071239705667092178 0 0 0 0.011810453623573216 0 -0.0060829808579709417 0.0041428043853939103 -0.0074669481907609211 -0.0017741554355062052 0.0092558421360946549 -0.00042449465572032258 0.0001014465520570453 -0.0047873340030913595
leaf_weight=1.6485192733525762 1780.6393276619074 2.4700833563838387 57.854124397083069 69.427417282917304 21.44805003280635 7.6968329151859498 5.011716652661562 17.849599784691236 43.466960661149642 86.679978198772005 30.043234755801677 14.523787093494319 5.6833708228368769 10.307525791446094 5.5282393305824362 95.76940293025109 5.6682325948204371 1.0027408874011596 36.773721393037704 4.7025504357152386 19.946329708996931 36.590875462825352 20.661412727989958 18.021727487466705 23.194936176791089 3.7537466456415123 12.667008872507727 0.014250736159737154 69.366174194568885 36.006229269012692 52.058279903525545 8.9751518967095745 68.434260595982778 55.080200193471683 64.788588266805164 30.243481578145293 38.706727342119848 885.46329033401162 268.56655192753533
leaf_count=1974 993911 2698 66157 70742 27175 7908 4486 19167 52902 83912 26413 9667 5054 10906 6190 94433 4353 1093 7841 4154 14947 36293 23809 18426 27916 2989 13545 12 76261 38407 54020 9387 69551 50680 57056 12848 14591 707700 134570
internal_value=0 0.000369578 0.00210377 -0.00113231 0.00724718 0.0116617 -0.000663833 -0.00619921 -0.0171096 0.00259418 0.00650607 -0.00982303 -0.012541 0.0035968 0.00785331 0.0153768 0.000949855 0.00904423 -0.000101458 -0.00490315 -0.0120251 0.0117008 0 0.00222878 0 0 -0.00564011 -0.00443463 0 0.00236053 0.00538937 -0.00124072 -0.00095985 -0.00355482 0 0 0.00320113 -6.19037e-05 -0.000868041
internal_weight=0 951.693 453.489 264.212 189.277 105.936 498.204 135.176 61.3166 174.577 116.723 89.6346 75.1108 73.8591 47.1308 98.2395 363.028 6.67097 3065.04 61.4226 24.6489 41.6026 83.3404 62.6647 44.643 26.7283 22.9745 20.6757 356.357 98.6882 88.0645 10.6237 257.669 124.446 133.223 3003.62 68.9502 2934.67 1154.03
internal_count=2864144 973582 464322 261945 202377 105039 509260 146478 72069 176482 110325 85463 75796 74409 46969 97131 362782 5446 1890562 26942 19101 40779 97338 73517 55091 27440 24451 23821 357336 103788 92427 11361 253548 126941 126607 1863620 27439 1836181 842270
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=2462366 124 66074 899 2428928 520 538 8 24 12 2 5 384 368 4 2359424 66060 364568 2163206 308 199
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=40
num_cat=18
split_feature=2 3 1 0 9 0 3 9 0 0 3 1 3 2 2 0 3 0 0 0 1 2 0 2 9 0 0 1 9 1 0 0 0 3 1 1 2 3 1
split_gain=0.032304 0.179214 0.673579 1.42209 0.499694 0.379308 0.763471 0.323942 2.69628 2.59586 1.17931 0.722926 0.927137 0.667721 0.535949 0.432967 0.372106 0.327712 0.321051 0.5645 0.435601 0.534566 0.731898 0.534503 1.24264 0.645217 0.609446 0.468667 0.454907 0.440766 0.406455 0.372252 0.323498 0.21459 0.212824 0.202732 0.180793 0.168227 1.36659
threshold=0 1.5000000000000002 1 4.5000000000000009 2 6.5000000000000009 4.5000000000000009 3 2.5000000000000004 2.5000000000000004 4.5000000000000009 4 8.5000000000000018 5 6 8.5000000000000018 8.5000000000000018 13.500000000000002 9.5000000000000018 31.500000000000004 7 8 1.0000000180025095e-35 9 10 6.5000000000000009 1.0000000180025095e-35 11 12 13 4.5000000000000009 6.5000000000000009 1.5000000000000002 4.5000000000000009 14 15 16 1.5000000000000002 17
decision_type=9 2 1 2 1 2 2 1 2 2 2 1 2 9 9 2 2 2 2 2 1 9 2 9 1 2 2 1 1 1 2 2 2 2 1 1 9 2 1
left_child=37 18 3 4 -3 6 -5 9 14 11 15 -4 -13 17 -9 -11 -16 -10 20 34 21 28 -23 24 26 32 -22 -26 30 -27 -2 -24 -25 -7 -20 -21 -12 38 -1
right_child=1 2 7 5 -6 33 -8 8 13 10 36 12 -14 -15 16 -17 -18 -19 19 35 23 22 31 25 27 29 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0065593266675314345 0.0076289650218709639 0 0 0.017055521210999493 -0.011150517776961339 -0.0055239774756186376 0 0 0.017727393724361041 -0.015455449119066281 0.0063432965871620742 0.014903532907754783 0 -0.00027897158894790524 -0.017714308352100076 0 0 0 0 0.0069342923604642642 0 0 -0.013981906588021176 0.0011070686365623967 0 0.011139128643880213 0.013366780682409124 -0.010699945709218669 -0.0017956086675238372 0 0 0 -0.0021518563510489787 0.0037041941388156773 -0.0076845213233800325 0 0 0.0016662476386645265 0.002657962026013861
leaf_weight=211.40083729050093 104.36840679851593 16.973935510759475 37.746661093646253 14.374936954583974 173.58008603524286 23.867372667096792 3.5290757374605155 3.6742591437105148 34.452037061273586 65.41761118483555 18.114271285448922 145.63376677769702 6.870023264331393 3.1190226239632457 70.787479333834199 20.635277487206622 3.1756270333426064 1.8100357226794574 9.4807636251061904 12.548110722345882 65.870465638530732 38.946043308493245 62.938449707180553 704.4349622832633 11.164015713293336 50.009131572609476 122.46995078011241 17.098992467785141 281.58343122323276 41.201783395241364 9.8007718400040158 5.9437495090824077 474.2349373035031 6.5990781793952911 123.94172757944034 4.0910446308698747 4.0210365811944966 633.50199130029796 376.68509622437705
leaf_count=218984 49193 19225 46790 9668 193333 14487 2441 9771 25787 42428 7813 135790 6442 4205 71240 8940 2951 1164 5739 4192 67876 37535 66013 328284 11516 8661 113271 18020 125837 7669 3066 5680 94600 3534 33877 2442 5610 650676 399419
internal_value=0 -0.000158085 -0.00162295 -0.00552092 -0.00988667 0.00434635 0.0104922 0.000283678 -0.00268874 0.00251562 -0.00721832 0.00975649 0.0121022 0.0107899 -0.0136644 -0.0126131 -0.0149459 0.0139079 0.000167098 -0.00365637 0.000653937 -0.00153192 -0.00670466 0.00160743 0.00592528 0.000483459 0.00941052 -0.00481015 0 0.00746835 0.00477301 -0.012087 0 0 -0.00679828 0.00327234 0.00318972 0.000447112 -0.000390701
internal_weight=0 2794.51 654.382 238.924 190.554 48.3705 17.904 415.457 117.018 298.439 108.188 190.25 152.504 39.3811 77.6374 86.0529 73.9631 36.2621 2140.13 150.062 1990.07 503.581 107.828 1486.48 216.603 1269.88 188.34 28.263 395.753 91.2109 114.169 68.8822 1178.67 30.4665 133.422 16.6392 22.1353 1221.59 588.086
internal_count=2864169 1595090 611619 242688 212558 30130 12109 368931 115118 253813 64791 189022 142232 31156 83962 51368 74191 26951 983471 46250 937221 287324 109228 649897 210683 439214 181147 29536 178096 16330 52259 71693 422884 18021 39616 6634 13423 1269079 618403
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=371614 90 4 9 4 2098272 544768 897 524352 14685216 3 36 6 84 384 109 10486848 60
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=40
num_cat=13
split_feature=2 0 1 0 0 3 3 3 1 9 0 0 3 3 3 9 0 1 0 3 0 0 3 3 0 3 1 0 0 3 9 3 0 1 9 9 0 2 1
split_gain=0.0143297 0.122502 0.497407 0.660524 0.38049 0.384836 0.218472 0.208123 0.200357 0.437413 1.21008 0.707815 0.452142 0.345702 0.328668 1.5387 1.24653 0.647442 0.436834 0.296036 0.271057 0.235103 0.205186 0.202484 0.182713 0.160808 0.142628 0.122955 0.118422 0.10978 0.0826717 0.0607807 0.81011 2.4555 1.60275 1.18021 1.02653 0.900804 0.841182
threshold=0 5.5000000000000009 1 24.500000000000004 13.500000000000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 2 3 2.5000000000000004 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.5000000000000002 4 1.5000000000000002 5 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 6 1.0000000180025095e-35 69.500000000000014 2.5000000000000004 7 1.5000000000000002 1.5000000000000002 8 9 10 2.5000000000000004 11 12
decision_type=9 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 1 2 9 1
left_child=1 8 4 7 5 -3 28 -4 9 10 13 19 -13 -1 17 16 -16 24 22 20 -11 -19 -17 -12 -10 -21 -20 -15 -6 -18 -26 -2 33 35 36 -33 -34 -36 -38
right_child=31 2 3 -5 6 -7 -8 -9 14 11 23 12 -14 27 15 18 29 21 26 25 -22 -23 -24 -25 30 -27 -28 -29 -30 -31 -32 32 34 -35 37 -37 38 -39 -40
leaf_value=-0.0052013924332220329 5.4747927469182675e-05 -0.011996579046766952 0.011404792789402424 -0.00128218111303064 0.0092470214467224726 0 0 0 0.004249232127461932 -0.0075459511110679296 0.012611624933694294 0 -0.018180724397638244 0.0051328446424888114 0.018025110846039832 -0.0065628965991282266 0.00078499775746311876 -0.0077758406254955399 0 0.0083305043022819537 0 0 0 0 0.0016967626202214481 0 0.0037996156108696271 0 0 -0.0046680619772441383 -0.0023320485717632975 0.010974086192285487 0.005597635231520787 -0.0099087622282820441 0.014432865689999236 -0.0037009948515800955 0 -0.0014376789816316407 -0.011195225707074782
leaf_weight=169.30746058926889 2128.605874474084 23.385679679791792 87.458661369440961 5.4521528638142618 11.181986740142747 13.650548191260894 4.2850921168574123 2.7900048205337944 117.6733611726886 35.966172220607405 46.340634007545304 21.176686810329556 23.757068656486808 18.503256594784034 71.645237473938323 107.99620301510004 8.6910787866218033 110.92793390446241 28.258001649315702 20.76291131206381 23.063641096967331 12.770674357074311 5.4076787245285223 3.627316438331035 22.911739276198205 2.0478783865692085 97.676108208950609 15.922327019383372 0.67981530178804028 19.284699852927588 78.709243444274762 86.040869501368434 57.937433541203063 241.78226284329685 89.099911925775814 33.694481789854763 67.32460932739923 5.6546729197871164 94.364365481946152
leaf_count=181332 969125 26767 79963 7302 12400 12874 4288 2058 134083 41734 52417 23205 25047 19635 72361 110535 9657 106392 29832 22346 24429 14318 5843 3349 22672 2132 93892 16105 966 20381 80226 81864 45273 301118 68475 33955 40362 8683 57047
internal_value=0 0.000312564 0.00274537 0.00673727 -0.0013216 -0.00756338 0.00181745 0.0104759 0 -0.00181902 0 -0.00589689 -0.0132962 -0.00291308 0.000920927 0.00320164 0.0116922 -0.000580193 -0.000541286 0 -0.00342706 -0.00594884 -0.00520952 0.011248 0.00176405 0.00602132 0.00189737 0.000866022 0.00747195 0 0 -8.60213e-05 -0.00093904 -0.00429527 0.00208724 0.00507365 -0.00184434 0.0111139 -0.00663095
internal_weight=0 1211.31 148.884 95.7008 53.1831 37.0362 16.1469 90.2487 1062.43 380.475 253.701 126.774 44.9338 203.733 681.952 338.959 99.621 342.993 239.338 81.8406 59.0298 123.699 113.404 49.968 219.294 22.8108 125.934 34.4256 11.8618 27.9758 101.621 2804.5 675.899 361.518 314.381 119.735 219.626 94.7546 161.689
internal_count=2864443 1258541 146618 89323 57295 39641 17654 82021 1111923 411731 272838 138893 48252 217072 700192 342501 102399 357691 240102 90641 66163 120710 116378 55766 236981 24478 123724 35740 13366 30038 102898 1605902 636777 416937 219840 115819 142682 77158 97409
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=887710 58 708 1 6 259 24 10 771 1 1 2106464 92
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=40
num_cat=19
split_feature=2 5 1 1 3 3 3 9 0 0 0 3 1 0 3 0 1 3 1 3 1 1 0 3 10 5 3 3 1 0 0 2 3 0 2 2 10 1 9
split_gain=0.0296362 0.395223 1.66343 1.58021 0.909445 0.769121 1.363 1.01401 0.775756 0.622328 0.494297 0.421675 0.786047 0.708466 0.405111 0.342568 0.279643 0.22999 0.939628 0.49368 0.991644 0.636847 0.276063 0.206215 0.187138 0.158275 1.18252 1.07113 1.18112 0.719662 1.43032 0.89122 0.711576 0.566478 0.717969 0.345845 0.261821 1.26648 1.05637
threshold=0 1 2 3 4.5000000000000009 2.5000000000000004 1.5000000000000002 4 3.5000000000000004 17.500000000000004 3.5000000000000004 4.5000000000000009 5 7.5000000000000009 13.500000000000002 1.5000000000000002 6 2.5000000000000004 7 1.0000000180025095e-35 8 9 12.500000000000002 13.500000000000002 10 11 8.5000000000000018 1.0000000180025095e-35 12 2.5000000000000004 5.5000000000000009 13 8.5000000000000018 7.5000000000000009 14 15 16 17 18
decision_type=9 1 1 1 2 2 2 1 2 2 2 2 1 2 2 2 1 2 1 2 1 1 2 2 1 1 2 2 1 2 2 9 2 2 9 9 1 1 1
left_child=25 3 10 9 5 6 15 -8 16 -2 24 17 -13 14 -14 -4 -7 19 22 20 -5 -21 -19 -6 -3 32 27 35 29 31 -31 -29 36 34 -30 -27 -1 -38 -39
right_child=1 2 4 11 23 8 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 28 33 30 -32 -33 -34 -35 -36 -37 37 38 -40
leaf_value=-0.00040071622989907674 0.010045842816656089 -0.011641834108651055 0 0.007524597598169213 0.014865088329128815 0 0.019423230697918289 0 0.0020649117646078215 -0.00038636208556671567 0 0.0017598512402592617 -0.017308239777065769 0 0 -0.0092301953621218135 -0.014055479521026296 0.013371401544027248 -0.0018840852768168487 0.0018453627881722633 -0.0031428184249479869 -0.0077336443511880869 0 0 0 0.015109471148114598 0.018693664693213704 0.0026790269681450825 0 0.021177875816304564 -0.0005456143624197853 -0.011899003275773579 -0.012855279629140046 0 -0.015865653970573469 0 0.013224747250214362 0.0052085264268274178 -0.012631563255650924
leaf_weight=2530.5332952552799 222.37581716874411 136.29509295197568 14.685973311708947 118.97296777623706 34.407396813672676 19.537033787135442 28.653735749081534 17.382191235752543 5.2690416223631464 4.1222160188772241 29.888154007356206 17.963880286552012 52.191429097976652 3.7395900958799748 0.84241160511737589 19.572254171886016 36.771544486477069 55.526216046215268 56.790130774199497 30.681027357859421 115.8380944010496 136.59425325531629 1.0208983440825239 0.67412243477883649 10.766790561188825 11.251547520019811 7.0641918318942762 60.283094016995165 10.607780560967512 18.673154303563933 17.240643077500863 19.014437368241488 15.866698394776902 7.160762724299274 70.509456369778491 2.7232007163474909 39.45675277900591 8.46735362948675 25.206681828261935
leaf_count=1293650 220049 154606 17461 116637 37541 24349 30823 19099 5621 3057 32927 17914 53518 2872 877 22791 41206 56260 58256 32357 128022 148562 999 851 12545 11833 6877 62139 14035 17690 16227 26002 14024 7956 80349 3563 38825 8252 23508
internal_value=0 0.000467919 -0.00183927 0.00185735 0.00367732 0 0.00515249 0.0143971 -0.00721191 0.00833831 -0.00831485 -0.000554777 -0.00649045 -0.0111787 -0.01574 -0.00352335 -0.0119719 5.53581e-05 0.00390019 -0.000529635 0.00153482 -0.00474101 0.0107865 0.0136747 -0.0108038 -0.000104197 0.00210425 0 -0.003252 0.00174902 0.0106961 -0.00122191 -0.000428793 -0.0103741 -0.0136282 0.0136904 -9.35847e-05 0.00465018 -0.00368134
internal_weight=0 1170.56 353.903 816.659 176.953 141.872 80.2942 46.0359 61.5776 226.498 176.95 590.161 74.7373 56.7734 53.0338 34.2582 56.3086 515.424 113.337 402.086 234.811 167.275 56.5471 35.0815 147.062 2844.06 224.528 217.464 203.489 115.211 35.9138 79.2975 2619.53 88.278 81.1172 13.9747 2603.66 73.1308 33.674
internal_count=2864130 1239200 399820 839380 199742 161350 90174 49922 71176 223106 200078 616274 75181 57267 54395 40252 65555 541093 115515 425578 244659 180919 57259 38392 167151 1624930 246671 239794 224398 122058 33917 88141 1378259 102340 94384 15396 1364235 70585 31760
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=24138865 2 169 9 1 48 320 294 226 528 1 2 155 4198480 4215808 2098288 1 352 6
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=40
num_cat=21
split_feature=2 3 3 0 1 9 0 2 1 3 3 1 1 3 2 9 0 2 2 3 9 1 3 2 0 1 0 3 2 0 3 9 1 3 3 2 3 9 1
split_gain=0.0171788 0.138174 0.131281 0.109595 0.486845 0.783483 0.200544 1.95024 0.857943 0.500344 0.284381 1.01263 0.595129 0.190774 0.139897 0.139122 0.140623 0.117637 0.113234 0.105278 0.0986048 0.5406 0.625668 0.264309 0.520965 0.0954217 0.0882399 0.086416 0.0858249 0.635905 0.290665 0.248976 0.0821934 0.212902 0.109802 0.0761076 0.0678801 0.0562808 0.254362
threshold=0 4.5000000000000009 10.500000000000002 19.500000000000004 1 2 8.5000000000000018 3 4 6.5000000000000009 1.5000000000000002 5 6 2.5000000000000004 7 8 48.500000000000007 9 10 1.5000000000000002 11 12 6.5000000000000009 13 1.0000000180025095e-35 14 23.500000000000004 9.5000000000000018 15 5.5000000000000009 1.0000000180025095e-35 16 17 1.0000000180025095e-35 3.5000000000000004 18 4.5000000000000009 19 20
decision_type=9 2 2 2 1 1 2 9 1 2 2 1 1 2 9 1 2 9 9 2 1 1 2 9 2 1 2 2 9 2 2 1 1 2 2 9 2 1 1
left_child=1 37 25 6 14 18 20 8 -8 -10 11 17 35 -7 15 -5 36 -9 19 26 21 23 -23 24 -2 -3 -6 -14 32 31 -31 -30 34 -34 -22 -12 -17 38 -1
right_child=3 2 -4 4 5 13 7 10 9 -11 12 -13 27 -15 -16 16 -18 -19 -20 -21 28 22 -24 -25 -26 -27 -28 -29 29 30 -32 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=-0.00021073593679123365 0 0 0 0 0 -0.019927169605672878 0 0 0.027808401259396428 0 0 -0.0088940964338304878 0.011045698244860335 0 -9.3783100610011946e-05 0.0093839037095218708 0 0.0061327002108452246 0 0 -0.00058892884327138876 -0.016625216228682786 0 -0.0026729027673146871 0.011277881477413062 -0.0086732273369883785 0.010410656288059119 0 0.0012610368345204082 0 -0.013593501289980277 -0.0033612734633031286 0 0.0023530061616753445 0.0021657128252715288 -0.0047672616029242297 0 -0.00070408311616289938 0.0059044474534163368
leaf_weight=6.0947214526313473 10.577394834072036 1.0580079089850187 2.1474368361959923 2.3963144834560808 0.43539758987026367 18.630070286511916 9.1517927283712179 3.2431926536082756 27.064098621223824 0.81732546619605173 4.9373809121607337 105.8290997230506 31.977672670589527 2.7615309200482434 6.03712235201965 33.15394380048383 0.838599221984622 31.731416052090935 2.9535286188765895 0.64619225461501617 995.19580594894433 20.328889777927547 0.8936782605596808 7.2590048562851726 31.605695926162298 10.365391765028104 1.6987437900970688 0.38201193939312261 482.05909108571723 9.3190620047680586 22.03690555281355 106.88864914044098 1056.9408769099791 611.68552047816047 128.29300428996066 19.516008744249124 0.35589566887938318 160.33350467402306 47.782792223992146
leaf_count=6638 8432 996 2106 697 499 16818 9141 1785 21719 577 2901 46229 18725 2449 6082 4481 873 4700 2027 731 667379 20893 983 8225 11622 23754 2160 257 486675 7175 19402 116913 434380 535293 110011 6012 141 200002 54277
internal_value=0 -0.000709337 -0.00590971 9.8387e-05 -0.00296852 -0.00924865 0.000259668 0.00292105 0.0167314 0.0221689 -0.000908241 -0.00399643 0.00192127 -0.0154045 0.000292853 0.00428121 0.00636132 0.0041936 0.000544173 0.00518399 0 -0.00286533 -0.0102274 0.000101289 0.00529766 -0.00827211 0.00891366 0.00893129 0.000149808 -0.000722368 -0.0104568 0 0.000456967 0.000910166 0 -0.00278455 0.0087679 0 0.00222199
internal_weight=0 227.782 13.5708 3787.64 69.9073 27.1255 3717.73 234.65 37.0332 27.8814 197.617 140.804 56.8131 21.3916 42.7819 36.7448 34.3484 34.9746 5.73386 2.78033 3483.08 70.6647 21.2226 49.4421 42.1831 11.4234 2.13414 32.3597 3412.42 620.304 31.356 588.948 2792.12 1668.63 1123.49 24.4534 33.5098 214.211 53.8775
internal_count=2864160 287773 26856 2576387 36958 24684 2539429 112046 31437 22296 80609 52714 27895 19267 12274 6192 5495 6485 5417 3390 2427383 50155 21876 28279 20054 24750 2659 18982 2377228 630165 26577 603588 1747063 969673 777390 8913 4622 260917 60915
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=24657921 26 12 8455564 592 3 643 1114 4 264208 8391728 8 29 8423896 128 277106 5 305 34 10 704
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=40
num_cat=17
split_feature=1 2 0 0 3 2 3 3 2 3 3 0 3 2 0 3 0 0 0 0 3 2 9 9 12 2 3 12 0 0 0 1 2 3 9 0 9 1 1
split_gain=0.0136557 0.640007 0.618705 1.0199 0.676697 0.489402 0.342164 0.340954 0.273387 0.689505 0.534605 0.387578 0.262967 0.229915 0.713149 0.250446 1.39889 1.26136 0.678314 0.786716 2.59227 0.504798 0.533354 0.476321 0.376842 0.308552 0.199966 0.182698 0.25052 0.209007 0.607628 0.537091 0.261983 0.561617 0.153468 0.151341 0.155713 0.0987116 0.0976737
threshold=0 1 13.500000000000002 1.5000000000000002 4.5000000000000009 2 5.5000000000000009 4.5000000000000009 3 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 4 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 5 6 7 8 9 9.5000000000000018 10 1.5000000000000002 5.5000000000000009 7.5000000000000009 11 12 1.5000000000000002 13 1.0000000180025095e-35 14 15 16
decision_type=1 9 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 1 1 1 9 2 1 2 2 2 1 9 2 1 2 1 1 1
left_child=1 2 3 4 -1 6 -2 -5 27 35 11 -11 37 14 -7 16 17 38 19 25 -21 -20 -23 -18 -19 -17 -6 29 -29 32 31 -31 -3 -34 -16 -10 -37 -4 -15
right_child=5 8 12 7 26 13 -8 -9 9 10 -12 -13 -14 15 34 18 23 24 21 20 -22 22 -24 -25 -26 -27 -28 28 -30 30 -32 -33 33 -35 -36 36 -38 -39 -40
leaf_value=0.0085118176790453179 -0.0052907073168471964 0.00035994534842696211 0 -0.0063006832176324412 -0.0061743566295747281 0.0065567319317301935 0.00042599086321526056 0.00018868802726822393 0 0 -0.0020466667465952851 0.013876256580787763 0 0.0020978782313475428 0 0.0027935462069451095 0.013437692015849934 -0.0080389105709033886 0 0.018695649325002135 0 0 -0.01324462347485276 0 0 -0.0035939216490041524 0 0 -0.010683205004135041 0.011916650405971401 0 0 -0.0072872384323100685 3.0260313780774243e-05 -0.0056244417275810527 0 -0.0090442761516177413 0.016910294761215621 -0.00012268574825794387
leaf_weight=180.05011308277608 264.32798586783974 1118.8287127307558 1.9784105168364476 116.07023321434099 24.349191384186273 179.15057136794348 21.763459595938912 10.915315735939656 88.904557915504483 14.808525026361165 7.7617931908898745 21.788795549506176 0.72044533296139057 213.24360521118433 11.281158818834228 53.35042832394538 34.920683314121561 324.02329241008556 22.012675754202064 80.990561987360707 209.91230949422606 3.3743042190326378 41.256333714300126 7.037803026760229 0.57129275859915551 146.52951666188164 3.2884149907913516 4.7209777499519969 6.9453028369607637 56.088879707443994 191.13289244326006 45.359920944756595 124.19260842371295 106.89913354777673 34.10257792014454 30.946677028154227 109.46231667481516 13.864851333928526 88.926518524924177
leaf_count=184366 255916 497878 2221 107330 25114 202050 21411 10793 119064 21886 8956 27367 691 144168 9776 44505 8752 127837 19117 55656 171832 1985 17063 2798 759 152864 3583 6020 8538 21201 58058 12876 146043 111880 30863 35641 139332 10926 37047
internal_value=0 0.000191144 0.00396579 0.00140055 0.00598838 -0.000170791 -0.00378775 -0.00390241 -0.000410748 -0.00312722 0.00349503 0.00956755 0.0159098 0.000423762 0.0031161 0 -0.00142186 -0.00317873 0.00136335 0.00311602 0.00633327 -0.00540029 -0.00964105 0.0110368 -0.00734116 -0.000476743 -0.00111981 0 -0.0064089 0.000262883 0.00261036 0.00793393 -7.41932e-05 -0.00302295 -0.00327697 -0.00594188 -0.00791243 0.0177331 0.000648634
internal_weight=0 2279.08 351.237 334.673 207.688 1736.78 286.091 126.986 1927.84 273.673 44.3591 36.5973 16.5637 1450.68 224.534 1226.15 668.723 626.765 557.426 490.783 290.903 66.6433 44.6306 41.9585 324.595 199.88 27.6376 1654.17 11.6663 1642.5 292.582 101.449 1349.92 231.092 45.3837 229.314 140.409 15.8433 302.17
internal_count=2864163 1559764 345024 331186 213063 1304399 277327 118123 1214740 352246 58209 49253 13838 1027072 242689 784383 321361 309811 463022 424857 227488 38165 19048 11550 128596 197369 28697 862494 14558 847936 92135 34077 755801 257923 40639 294037 174973 13147 181215
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=188 14751492 15800068 16779384 813185 42 4 5 1 32786 1 152 80 10 2 128 321
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=40
num_cat=14
split_feature=1 2 2 0 3 0 0 2 9 2 3 2 3 3 0 0 2 3 0 0 1 0 0 3 3 0 1 1 0 0 9 0 3 3 0 0 9 3 12
split_gain=0.0137054 0.299354 0.247664 0.971134 1.27607 0.699631 0.395889 1.4349 1.2415 0.564247 0.616891 0.316024 0.28945 0.296391 0.755608 0.25241 0.184361 0.389356 0.265181 1.68424 0.539982 0.369932 0.304529 0.298279 0.276747 0.175547 0.243534 0.200116 0.152617 0.152434 0.150052 0.157894 0.150048 0.145575 0.135535 0.470452 0.330648 0.133255 0.120373
threshold=0 1 2 7.5000000000000009 2.5000000000000004 8.5000000000000018 1.5000000000000002 3 4 5 1.5000000000000002 6 12.500000000000002 2.5000000000000004 2.5000000000000004 24.500000000000004 7 11.500000000000002 7.5000000000000009 13.500000000000002 8 48.500000000000007 5.5000000000000009 2.5000000000000004 5.5000000000000009 7.5000000000000009 9 10 1.0000000180025095e-35 17.500000000000004 11 19.500000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 4.5000000000000009 12 16.500000000000004 13
decision_type=1 9 9 2 2 2 2 9 1 9 2 9 2 2 2 2 9 2 2 2 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 1 2 1
left_child=2 25 3 12 -5 6 9 8 -8 10 -4 -11 13 34 -15 -6 38 18 22 20 -20 -21 23 -18 -24 26 -2 29 -13 -27 -7 -32 -10 -29 36 -36 -1 -12 -3
right_child=1 16 5 4 15 30 7 -9 32 11 37 28 -14 14 -16 -17 17 -19 19 21 -22 -23 24 -25 -26 27 -28 33 -30 -31 31 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=0 0 0.00018495822722303034 0 -0.00020180509954641839 0.022212372719658067 0 0.018221729577633947 0 0 0 0.014410699756514853 0 0 -0.00039606605216631796 -0.018888850754458886 0 0 -0.0062172509354946892 0 0.013060176069487731 -0.015996932390766144 0 0.014184464163734024 0.0052689241974128546 0 0.010613718040966336 -0.0066178654278811998 -0.0066876364845804628 -0.0086284465521198426 0 -0.011081183415760788 0 -0.0060900686925080307 0 0.0075340649422948706 -0.0041284626630194235 -0.0082977364617626542 0 -0.0050175017515544842
leaf_weight=123.50167423341918 55.018033755259239 1845.6472850373411 16.951363270680304 26.051597773082904 8.4246149422397103 5.866197287599789 63.98636106592312 223.70120900725306 14.266930853307715 377.26256018867571 32.032396717884694 108.14663149175612 2.2257081320567513 98.443005363595148 30.351241809199564 0.53320685969083648 383.16145733859594 5.1851741900318293 11.216060846607432 23.921826621117365 25.438801684067585 2.4728045768279108 26.023854043840405 166.57808327018574 0.98321003510500204 4.344962701186887 108.76986463951471 7.5000856011902197 47.670430778671289 0.77519113174639631 43.426353537841351 5.4954440789588253 10.456363230710847 1.4159488607838282 36.918637952403515 23.160526112980733 31.962390147105907 0.44381395203526963 15.26529266728903
leaf_count=130323 61623 899031 19632 22482 6158 4180 63077 123693 14400 253990 32559 120542 2022 93524 29346 571 390262 5823 11268 22641 27121 2841 25768 178438 1135 3268 116814 8526 40246 786 18595 4243 11363 869 39589 22859 36642 276 17821
internal_value=0 0.000178866 -0.000190786 -0.00235543 0.00751951 0.000435852 0.00150173 0.00420161 0.0125876 0 0.00731027 -0.00122748 -0.00473181 -0.0055005 -0.00938849 0.0205389 0.000582216 0.00198905 0.00280864 -0.000137665 -0.0130469 0.0098738 0.00361605 0.002066 0.012214 -0.00319101 -0.00458857 0 -0.00454165 0.00635985 -0.00775593 -0.00861583 0 -0.00189767 -0.00109229 0 -0.00298119 0.0135965 0
internal_weight=0 2683.72 1331.28 381.573 35.0094 949.706 894.918 312.411 88.7097 582.507 49.4276 533.08 346.563 344.337 128.794 8.95782 2505.89 644.981 639.796 63.0495 36.6549 26.3946 576.747 549.74 27.0071 177.824 163.788 14.0362 155.817 5.12015 54.788 48.9218 24.7233 8.91603 215.543 60.0792 155.464 32.4762 1860.91
internal_count=2864347 1774035 1090312 383516 29211 706796 679778 212533 88840 467245 52467 414778 354305 352283 122870 6729 1582149 665297 659474 63871 38389 25482 595603 568700 26903 191886 178437 13449 160788 4054 27018 22838 25763 9395 229413 62448 166965 32835 916852
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=833 6037633 3217190 9175064 9 12624001 2112 25184336 130 24 132 12 5 1
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=40
num_cat=5
split_feature=1 2 0 3 3 0 3 2 3 2 3 0 3 2 3 0 0 3 0 3 3 0 3 0 3 3 3 0 0 0 3 0 0 3 0 3 3 0 3
split_gain=0.0180621 0.26494 0.398958 0.85371 0.420372 0.319946 0.245495 0.232751 0.227445 0.226501 0.209667 0.194205 0.16165 0.15404 0.559425 1.6094 1.22565 0.542711 0.845339 0.239671 0.253222 0.22616 0.105078 0.088791 0.109178 0.0872937 0.0742567 0.378829 0.34544 0.307841 0.271158 0.0666114 0.226525 0.135461 0.371137 0.18296 0.0947835 0.0742311 0.065107
threshold=0 1 7.5000000000000009 2.5000000000000004 12.500000000000002 8.5000000000000018 3.5000000000000004 2 1.0000000180025095e-35 3 1.0000000180025095e-35 24.500000000000004 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 13.500000000000002 11.500000000000002 1.5000000000000002 39.500000000000007 9.5000000000000018 18.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 7.5000000000000009 17.500000000000004 2.5000000000000004 2.5000000000000004 31.500000000000004 7.5000000000000009 3.5000000000000004 1.5000000000000002
decision_type=1 9 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 6 9 10 8 -2 26 -3 22 -12 14 15 -9 19 18 -18 20 -16 -17 -5 24 -7 -6 28 -28 -1 -30 -29 33 36 37 35 -35 -33 38 -10
right_child=7 2 3 11 25 23 -8 13 31 -11 12 -13 -14 -15 16 21 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 30 29 -31 -32 32 -34 34 -36 -37 -38 -39 -40
leaf_value=0.0014128401653771393 -0.0071133604354312588 -0.0043499128855311684 -0.0014099955925175401 0.017364715677600354 0.0067138675206675855 0 -0.0091601010359240852 -0.0023170587851039583 0 0.0041429814359392305 0.0036465694020238943 0 -0.0014487784642153413 0 0 0.012732612389175099 -0.013931981355571742 0 0 0 0.0065539856633226 0 0 0 -0.0083445965966614296 0 -0.00029744832322929328 0.0074537134425094152 -0.0055262765929471481 0.00044758506401226393 0 0.010156567152109096 0 -0.010022441155957318 0 0 0 0 0.0059283891474624963
leaf_weight=182.56139448424801 51.779795144298987 137.19536598896957 32.814341953606345 10.00726668152492 2.7956013704242646 15.435647571779553 99.806241309270263 80.534985772690561 10.417971091635994 183.56920641584293 64.513136108369508 0.57266168322530653 141.3791100094968 2012.4218060122639 42.002480011447915 127.73913392374379 87.278551608982525 17.813562873576302 12.268098569882566 2.6907587388996026 163.27732337357884 0.85546800977317516 0.28522539464756924 6.320501454814802 25.27703777194256 0.77560575708048407 145.31398120897211 98.079951701176469 173.42766406941519 4.7452796793077132 7.7725792113633352 6.3005354079941736 1.7743958906285113 39.987105626794801 12.450927853125902 0.019423883641137674 0.47755741160653986 4.620786990337364 9.6457382142762071
leaf_count=101061 53135 149136 28402 7091 2791 4575 97604 70187 11932 205074 68139 637 145238 1089031 44271 116150 92512 18850 13915 2964 176600 744 225 4440 11793 820 124194 65450 69266 1124 5386 5442 1970 45856 12134 18 215 5375 10370
internal_value=0 -0.00028947 -0.0021827 0.00298948 -0.00352053 0.000521023 -0.00448296 0.000155179 -0.00314786 0.00138016 -0.0016911 0.0148985 0 0.000495355 0.00194698 0.00571507 0 -0.0077642 -0.0105102 0.00376498 0.00495215 0.0121237 0.0165324 -0.00492618 -0.00624443 0.00424642 0 0.00149865 -0.000533178 -0.00388449 0.00569381 0 0.0037131 -0.00112079 -0.00424972 -0.00861898 0.00872036 0 0.00385063
internal_weight=0 1332.65 490.145 43.6795 446.465 842.503 442.894 2684.36 137.474 795.47 343.088 10.8652 205.892 2546.88 534.46 209.13 325.331 117.36 99.5467 207.971 205.28 128.595 10.2925 47.0332 40.7127 3.57121 611.901 251.167 360.734 178.173 105.853 85.6944 8.55249 77.142 52.4575 40.0065 6.77809 24.6845 20.0637
internal_count=2864117 1092446 500083 36355 463728 592363 460117 1771671 146447 571555 362513 7953 213377 1625224 536193 187081 349112 125277 106427 223835 220871 116894 7316 20808 16368 3611 366481 195030 171451 70390 70836 93312 7627 85685 58008 45874 5657 27677 22302
cat_boundaries=0 1 2 3 4 5
cat_threshold=833 5023953 6029441 32848 2168590
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=40
num_cat=10
split_feature=1 2 2 0 3 0 3 3 3 2 3 2 0 0 0 3 0 2 3 2 0 2 2 0 3 3 0 0 3 0 0 3 2 3 3 0 0 0 3
split_gain=0.0121305 0.301423 0.249766 0.619809 0.924002 0.742186 0.656598 0.497147 0.381932 0.698984 0.8119 0.36174 0.909706 0.250749 0.225154 0.419048 0.384969 0.37954 0.381877 0.276556 0.199212 0.967196 0.283902 0.188993 0.147706 0.153948 0.107165 0.0898354 0.194265 0.628685 0.160489 0.383057 0.11443 0.0877726 0.0871421 0.0787373 0.0780898 0.0677645 0.055877
threshold=0 1 2 13.500000000000002 3.5000000000000004 7.5000000000000009 10.500000000000002 2.5000000000000004 3.5000000000000004 3 8.5000000000000018 4 2.5000000000000004 11.500000000000002 13.500000000000002 2.5000000000000004 9.5000000000000018 5 2.5000000000000004 6 2.5000000000000004 7 8 108.50000000000001 1.5000000000000002 4.5000000000000009 12.500000000000002 9.5000000000000018 1.0000000180025095e-35 34.500000000000007 2.5000000000000004 1.0000000180025095e-35 9 1.5000000000000002 12.500000000000002 23.500000000000004 6.5000000000000009 22.500000000000004 5.5000000000000009
decision_type=1 9 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 9 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=2 24 3 4 5 -1 26 23 11 -10 13 27 -13 -11 16 -16 19 18 -18 34 22 -22 -21 -5 -2 37 -6 30 29 -29 32 -32 -4 -7 36 -30 -3 -26 -27
right_child=1 14 8 7 6 33 -8 -9 9 10 -12 12 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 25 38 -28 28 35 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 -0.0048558721894555491 0.0026144890660362713 0.016775680575779071 0.011777469328471955 -0.012834149714164604 -0.00021259270668186575 0 0.001964882805488065 -0.0142612448200246 0.00038998776147136042 0 -0.01553896261712083 0 -0.010790191151198354 0 0.014638534270399906 0 0 0.0017983135825172345 0.0045468886399489539 -0.0053690462324624197 -0.0015808106723352038 0 0.0090019278720347914 -0.0034165690943713518 0 -0.0084360421583251494 0.0039135474930220944 0.0036880326299162146 0.0042105167158501128 -0.00074703158353357519 -0.0002810020122765754 0 0 0 0 0 0.0018943467695775916
leaf_weight=427.07639615300286 18.794518069291371 202.14399827094167 116.84855629442609 24.77649312719587 88.046273043408291 23.889074941456787 5.0718287985946509 3.5495018297515335 23.717226736487646 79.355168283706007 6.842629989325359 57.03978746530629 22.066741516624461 4.3384499012609004 31.412426349008456 6.8187052224384379 24.702453740974306 12.267449316321288 9.745780751865821 707.26003150482939 81.294020836605341 266.32165420537785 259.57654977289349 0.53915792296174814 46.128387371900317 5.2000979633303386 0.43707204249221732 80.92531897695153 22.779228161409268 7.0567065269278819 336.89009636191622 107.39672781916852 873.78606030469382 7.0580360089952583 1.9983096312789701 2.7096793211676404 9.3530588832072663 0.37148878586594847 11.209251002554081
leaf_count=431645 20617 220313 146259 24410 89693 25305 6123 3264 23337 89438 5594 62590 22861 1403 24891 4767 12816 10163 4340 533946 70711 192622 266010 688 54135 6080 383 9060 8725 818 47504 50607 361870 6566 2077 1385 7386 424 13366
internal_value=0 -0.00018893 0.000158561 0.00196328 0.000358516 -0.00108713 0.00840961 0.0120547 -0.000305067 -0.00525666 -0.00906636 0 -0.00516968 -0.0131745 -0.000697869 -0.00658612 -0.000251844 0.00630146 0.00958636 -0.000762251 0 -0.0021004 0.000572044 0.0156369 0.00432022 0.00652191 0.0113645 0.000522843 -0.00114992 -0.00423034 0.000884321 0.00240816 0 -0.011456 -0.00380534 0.000614976 -0.00440825 0.00847249 0
internal_weight=0 1694.6 2322.2 580.444 551.579 458.024 93.5552 28.8652 1741.75 114.253 90.5362 1627.5 79.1065 83.6936 1612.89 38.2311 1574.66 46.7157 34.4482 1527.95 1314.45 347.616 966.837 25.3157 81.7037 62.9092 88.4833 1548.39 113.471 87.982 1434.92 444.287 990.635 30.9471 213.495 25.4889 211.497 46.4999 16.4093
internal_count=2864192 1444664 1419528 588077 559715 463516 96199 28362 831451 119772 96435 711679 85451 90841 1350042 29658 1320384 27319 17156 1293065 1063289 263333 799956 25098 94622 74005 90076 626228 19988 9878 606240 98111 508129 31871 229776 10110 227699 54559 19446
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=62 532613 8462142 270336 6308032 68202 1118730 4459520 10518880 2113664
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=40
num_cat=17
split_feature=2 9 0 0 9 1 1 3 3 3 3 0 1 0 1 1 3 3 0 1 1 3 3 3 1 3 2 9 1 0 9 0 0 0 0 1 0 3 1
split_gain=0.0168624 0.116979 0.217665 0.106131 0.737012 1.16463 0.722311 0.684863 0.688434 0.599618 0.662085 1.13412 0.906818 1.39962 0.476018 0.466886 0.450749 0.494831 0.381004 0.336231 0.329222 0.171394 0.146578 0.0787825 0.43932 0.707164 0.363821 0.360807 0.351667 0.485064 0.358535 0.806538 0.395579 0.264675 0.248979 0.210533 0.383567 0.294045 0.174795
threshold=0 1 9.5000000000000018 1.5000000000000002 2 3 4 2.5000000000000004 8.5000000000000018 3.5000000000000004 2.5000000000000004 7.5000000000000009 5 7.5000000000000009 6 7 9.5000000000000018 2.5000000000000004 15.500000000000002 8 9 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 10 8.5000000000000018 11 12 13 1.0000000180025095e-35 14 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 54.500000000000007 15 4.5000000000000009 11.500000000000002 16
decision_type=9 1 2 2 1 1 1 2 2 2 2 2 1 2 1 1 2 2 2 1 1 2 2 2 1 2 9 1 1 2 1 2 2 2 2 1 2 2 1
left_child=1 2 -1 4 6 16 -3 20 -9 10 12 19 13 -5 -11 -13 17 -6 -16 -12 -7 -8 -14 38 25 27 35 -25 30 -30 31 -28 -32 -29 -31 36 37 -26 -2
right_child=23 3 -4 9 5 7 21 8 -10 14 11 15 22 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 28 33 29 34 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0079306399795311348 0.0016372723631932744 0 0 0.014131917660759288 0 0.0010921675598000223 0 0.010065326133089109 -0.0019312394865923504 0 0 0.010670066182345256 -0.0041936320043222276 -0.0024014911752691264 0.015942044828361705 -0.0011998150083057286 0 -0.017947686769000479 0 -0.01785587091945107 -0.0047150571049714533 0.019199322920966117 0 0 0.013908397093758183 0.0016407207859681439 -0.0010288266730571305 -0.013969874131189736 0 -0.013628213260396453 0 0.012111184477750787 -0.011314443369320167 0 0 0 0 0 -0.00028045076956668898
leaf_weight=14.525323576686789 542.91018346870987 19.486874177717254 2.1734962225891641 89.099791823813575 56.369910295841692 74.723014221111953 8.6918744087015529 100.77349847590813 6.7025007351476225 32.08835700135387 13.270017770781122 3.3688364689296577 99.360513526447903 31.415572075537057 41.548348562464525 3.5116229287523302 2.0801492658792986 41.891125225956785 1.1806451563315921 22.066333159993519 127.8645033273533 19.492309589113574 28.129700793047959 1.944948643038515 36.701699602977897 7.3781261935218927 27.552873762673698 74.49885523046396 20.437684885340786 34.624294445893611 6.8236345273035139 43.782401155469415 10.554393154336138 2.1478494801558545 0.035646466683828204 44.418845026550116 4.5529610709636463 1.0603675658348937 2316.7180284837177
leaf_count=18109 364381 21476 2451 92625 62860 70978 9239 106698 7100 30533 14740 3317 110352 28685 44958 2726 2133 48265 1281 24069 154686 19433 30649 2075 36860 6733 25674 82945 25394 26348 6281 26573 8048 1095 31 42663 3859 999 1296968
internal_value=0 0.000414956 -0.00301017 0.000968303 0 -0.00168109 0.00833947 0.000797577 0.00687681 0.00218155 0 -0.00866048 0.00208134 0.00769783 0.00866848 0.00299732 -0.00952233 -0.0119151 0.012359 -0.015856 -0.00157444 0.014383 -0.00213144 -7.29803e-05 -0.00152419 -0.00642383 0 -0.0107792 -0.00183593 -0.0066234 0 0.00479974 -0.00421721 -0.0117941 -0.0121293 0.00488045 0.0080864 0.0121253 0
internal_weight=0 839.814 16.6988 823.115 458.076 410.405 47.6711 310.064 107.476 365.04 290.222 42.2168 248.006 120.515 74.8174 6.88046 100.341 98.261 42.729 35.3364 202.588 28.1842 127.49 3176.14 316.515 85.9698 230.545 78.5917 143.811 55.0976 88.7133 71.3353 17.378 76.6467 34.6599 86.7339 42.315 37.7621 2859.63
internal_count=2864290 907363 20560 886803 502868 452720 50148 339462 113798 383935 307163 44852 262311 121310 76772 6043 113258 111125 46239 38809 225664 28672 141001 1956927 295578 92848 202730 86115 118349 51773 66576 52247 14329 84040 26379 84381 41718 37859 1661349
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=9253542 8 4 656 291 401 385 452 166 14 568 2100481 8 385 5 134 560
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=40
num_cat=21
split_feature=2 9 0 0 1 0 3 0 1 0 0 2 2 1 0 1 2 1 2 3 3 0 1 9 1 2 0 2 0 1 2 0 2 3 2 3 2 3 0
split_gain=0.0128013 0.144591 0.658431 0.586067 0.526099 0.489121 1.00951 0.792819 0.819927 0.465791 0.456648 0.452005 0.407378 0.558274 0.401509 0.597648 0.39041 0.375252 0.365741 0.266189 0.125259 0.120097 0.0910954 0.0789768 0.823512 0.750144 0.606401 0.864047 0.378929 0.0792459 0.384182 0.320715 0.729837 0.743425 0.676831 0.261358 0.429854 0.229506 0.200604
threshold=0 1 6.5000000000000009 1.0000000180025095e-35 2 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 41.500000000000007 4 5 6 15.500000000000002 7 8 9 10 5.5000000000000009 1.0000000180025095e-35 32.500000000000007 11 12 13 14 1.0000000180025095e-35 15 17.500000000000004 16 17 1.0000000180025095e-35 18 4.5000000000000009 19 5.5000000000000009 20 5.5000000000000009 1.5000000000000002
decision_type=9 1 2 2 1 2 2 2 1 2 2 9 9 1 2 1 9 1 9 2 2 2 1 1 1 9 2 9 2 1 9 2 9 2 9 2 9 2 2
left_child=1 2 5 17 9 7 -7 12 16 -5 -11 19 22 -14 15 -4 -9 -3 -10 21 -13 -6 -1 24 26 -26 -2 28 -28 30 -25 32 -31 -34 37 36 -36 -33 -32
right_child=23 3 14 4 11 6 -8 8 18 10 -12 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 25 -27 27 -29 -30 31 38 34 33 -35 35 -37 -38 -39 -40
leaf_value=0.00022394827445746919 -0.0032376051305915117 0 0 0 0.011878952202145639 0.015283792750415269 -0.0016442819209804924 0.007718767227688059 0 -0.014990465545992633 0 0 0 0.011969086804177778 0 -0.015090072801467694 -0.00088014111130574725 -0.012222744827398224 -0.010472510291889515 0 -0.0055794609555576344 0 -0.0038475228777613366 0.0044971379790435624 0 -0.016374083688352022 0.018602262991403468 -0.0019810190899291285 0 0.00061504511289659208 4.6504296475444801e-05 -0.0063580929097040405 -0.011468990266207135 0.00067968762046128825 0.0012205008066514739 -0.00022206388789802013 0.0070414708645031082 0 -0.0018715200560287485
leaf_weight=16.860816815089493 10.288113058297311 19.770445505164389 9.7267026948393305 9.7871834659745236 60.218249543457205 42.785212220267567 7.6011312423725022 31.442926057490695 6.9937429539277218 21.733117902651433 0.30537545152765133 6.6329792206961455 42.157819770698552 66.250508406141307 14.540236142624051 23.499687593837734 28.588526897696283 35.179061909861048 99.497723823675187 2.1494614534822167 10.236883018180377 0.49005818073055607 21.344013301939412 117.85232448000897 5.0743816766917007 24.49724405932648 30.254424018043213 3.865857785975094 0.96848326313192856 426.63993357134314 997.97493959200801 85.304779165882792 87.452908584022225 11.712433915519794 602.08913101074722 48.090966835196014 253.21171716121898 3.9796543954289509 729.15957941168745
leaf_count=19761 7704 21920 8400 13077 58948 38033 6967 29687 15370 23672 328 5466 68142 66806 12027 17768 37306 47894 98196 2347 11988 713 25281 122686 6307 21334 8556 4185 266 368182 630488 83217 106612 13316 260080 44102 280298 3567 273147
internal_value=0 -0.000389282 5.18646e-05 -0.00273072 0 0.00231972 0.0093375 0 -0.00391544 -0.00536389 -0.0116466 0.00516538 0.00527553 0.00778269 -0.00757981 -0.0115832 0.00191024 -0.00938292 -0.00860499 0.00882226 0 0.0112742 0 9.9435e-05 -0.00225337 -0.0109774 0.00239755 0.00975794 0.0143498 0.000265875 -3.34716e-05 0.000813607 -0.000776729 -0.00732018 0.00195536 0.00300084 0.00355621 -0.00410931 -0.000607185
internal_weight=0 577.792 411.289 166.503 111.553 363.522 50.3863 313.136 166.523 31.8257 22.0385 79.7276 146.613 108.408 47.7666 33.2264 60.0315 54.9495 106.491 62.8578 16.8699 60.7083 38.2048 3438.42 74.9485 29.5716 45.3769 35.0888 31.2229 3363.47 1844.99 1518.48 525.805 99.1653 992.676 903.392 855.301 89.2844 1727.13
internal_count=2864144 630097 443744 186353 116539 405549 45000 360549 180559 37077 24000 79462 179990 134948 38195 26168 66993 69814 113566 62008 17454 59661 45042 2234047 48352 27641 20711 13007 8822 2185695 1026321 1159374 488110 119928 671264 584480 540378 86784 903635
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=24173569 9 280 276 2148352 5243904 268 194 2102272 259 4210688 716 8 13 8396832 8389080 141 8921604 8389078 8388628 8512
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=40
num_cat=12
split_feature=1 2 2 0 3 0 0 2 2 0 0 2 0 0 3 0 1 1 0 3 12 0 3 3 3 3 2 0 0 3 0 0 3 3 3 3 2 0 2
split_gain=0.00982597 0.20795 0.179034 0.817305 1.17542 0.539658 0.366843 1.14959 0.445367 0.303596 0.234683 0.22721 0.198683 0.15835 0.274015 0.147394 0.286152 0.191216 0.142595 0.142153 0.135964 0.376945 0.127365 0.126321 0.12364 0.118509 0.175191 0.375472 0.894202 0.221611 0.169805 0.376113 0.0968533 0.0957858 0.0852996 0.0819381 0.080458 0.0785218 0.0715387
threshold=0 1 2 7.5000000000000009 2.5000000000000004 8.5000000000000018 1.5000000000000002 3 4 5.5000000000000009 24.500000000000004 5 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 7.5000000000000009 6 7 17.500000000000004 4.5000000000000009 8 4.5000000000000009 6.5000000000000009 3.5000000000000004 9.5000000000000018 11.500000000000002 9 13.500000000000002 7.5000000000000009 4.5000000000000009 5.5000000000000009 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 10 19.500000000000004 11
decision_type=1 9 9 2 2 2 2 9 9 2 2 9 2 2 2 2 1 1 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9
left_child=2 15 5 9 33 6 8 -8 -1 13 24 -10 -13 14 23 16 -2 18 34 -19 25 -22 -11 -4 -6 26 30 28 -28 -29 36 -32 -15 -5 -17 -18 -3 -7 -27
right_child=1 20 3 4 10 37 7 -9 11 22 -12 12 -14 32 -16 17 35 19 -20 -21 21 -23 -24 -25 -26 38 27 29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0051858927130425097 0 8.5828302417497124e-05 -0.00089548976953202617 0 0.021907808488194444 -0.0078502542112256074 0.01131622557075406 0 0 -0.014511585784162551 0 0 -0.0085345706356265722 0.0041722022577325123 0.0017280879226252205 0 -0.0078434266693759632 -0.0065773121787668773 0 0 0 -0.011078760416356954 0 -0.0080952433308390213 0 0 0.0027261270141652029 0.013281919970047726 -0.0098014341811535864 0 0.0061346298658291236 0 0 -0.004467539050759175 0.011697560817827255 0 -0.0016099350302927564 0 -0.0051983325513642702
leaf_weight=81.647037393981009 73.920325457060244 1347.996269630632 226.17573207214082 7.944769443303815 8.51877167433849 47.336016484114225 90.176604109365144 223.29744998123351 333.81701756293478 16.760186864717983 0.5250680937169826 107.57116844149277 47.591218585555907 25.639552271517459 6.3623075276263981 1.3133021226967683 88.213216459822434 7.4560633437868074 0.7435214428405742 1.4109224873682249 9.8032775449682976 7.1098091740277587 0.58458850963506748 70.042740475117171 0.25913974235300052 2.0185363949276507 480.78709504955259 21.168624512174578 28.721304641017923 0.84357221343088795 117.48811324920098 219.40811566443881 12.428233919774355 18.109102971095126 3.1176729855797021 0.47860873353783873 267.84864325520175 6.6777895858976981 5.3551464913471127
leaf_count=88410 79761 569233 242129 6860 6153 21361 90205 123580 205375 16473 568 120525 40539 25530 4944 1138 95967 8501 776 862 11769 7822 527 65741 204 1338 481914 19382 28983 842 38845 67260 11874 15703 2149 400 349151 5311 6046
internal_value=0 0.000123996 -0.000202717 -0.00201427 0.00694474 0.000301462 0.00128341 0.00388124 0 -0.00419278 0.0194732 -0.00149492 -0.00422092 -0.00186069 -0.00293594 -0.00266743 -0.00400536 0 0.00623114 -0.00179907 0.000477065 -0.00409157 -0.0134568 -0.00410545 0.0210917 0.000677248 0.000853476 0.00247076 0.000958127 0.0114429 0.000217677 0.00220842 0 -0.000204612 0.0103363 -0.0068005 -4.64728e-05 -0.00688345 -0.00369488
internal_weight=0 2685.2 1331.46 393.35 35.3569 938.114 884.1 313.474 570.626 357.993 9.30298 488.979 155.162 340.649 302.581 176.654 162.612 14.0415 5.1745 8.86699 2508.55 16.9131 17.3448 296.218 8.77791 2491.64 2484.26 531.521 509.508 22.0122 1952.74 336.896 38.0678 26.0539 4.43098 88.6918 1615.84 54.0138 7.37368
internal_count=2864151 1772139 1092012 396706 29488 695306 668634 213785 454849 367218 6925 366439 161064 350218 312814 189554 176128 13426 4063 9363 1582585 19591 17000 307870 6357 1562994 1555610 531121 510897 20224 1024489 106105 37404 22563 3287 96367 918384 26672 7384
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=833 6037633 13379801 9175064 12593281 64 26 132 1 25184368 80 80
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=40
num_cat=14
split_feature=2 0 0 1 1 3 1 3 0 0 2 1 3 3 0 2 1 3 3 0 3 1 0 0 3 1 3 2 0 1 1 0 0 3 0 1 3 3 3
split_gain=0.0206927 0.207041 0.396131 1.08562 0.187054 0.209423 0.172566 0.162195 0.158444 0.061018 0.362534 0.240845 0.200307 0.131685 0.130218 1.21453 1.06902 0.432173 0.256212 0.10538 0.077406 0.0675386 0.140698 0.0433076 0.043197 0.0516435 0.0372246 0.0301295 0.340689 0.55209 0.419823 0.721053 0.719057 0.381518 0.0913884 0.480489 0.326425 0.0487068 0.339602
threshold=0 14.500000000000002 1.5000000000000002 1 2 1.5000000000000002 3 2.5000000000000004 37.500000000000007 14.500000000000002 4 5 1.0000000180025095e-35 7.5000000000000009 10.500000000000002 6 7 3.5000000000000004 5.5000000000000009 16.500000000000004 2.5000000000000004 8 54.500000000000007 93.500000000000014 2.5000000000000004 9 8.5000000000000018 10 8.5000000000000018 11 12 3.5000000000000004 1.5000000000000002 5.5000000000000009 8.5000000000000018 13 5.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=9 2 2 1 1 2 1 2 2 2 9 1 2 2 2 9 1 2 2 2 2 1 2 2 2 1 2 9 2 1 1 2 2 2 2 1 2 2 2
left_child=1 2 6 26 5 8 7 -1 -3 14 12 -12 19 -13 27 17 20 -16 -18 -11 -17 -14 -23 -21 25 -8 -4 28 30 33 32 -32 -2 -30 37 -36 -37 -29 -39
right_child=9 4 3 -5 -6 -7 24 -9 -10 10 11 13 21 -15 15 16 18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 34 29 -31 31 -33 -34 -35 35 36 -38 38 -40
leaf_value=0.0060264604600016695 0 0.014445057245820262 0.0041310239488358495 -0.01140951641146971 0 0 0 0 0 0 0 -0.01147799273024749 0.00039206170008410291 0 -0.011746780070300875 -0.0036958975500113907 0.021037549276959278 0 0 0.010075540623407875 0 -0.0073800083757221413 0 0 0 -0.0032281792191196737 0 0.00016607786877321606 0.019024421553201821 0 0 0.0084361660728026842 -0.0088251847990481729 0 0.00086922424914901873 -0.012108244098991982 0 -0.0068847190429582265 0
leaf_weight=52.987878145708237 158.36832040303852 4.0726417325131479 30.474501987830084 80.729674442776741 1.7554374927858578 0.88291003633639764 16.18419573389474 39.858002175482397 0.54767245904076833 1.546349399402972 46.614631563425064 37.334380561325816 9.7853277896356285 0.41777434104005706 20.947260510503842 26.66758404739085 35.773391755443299 3.8524709751654873 2.3514924494666039 7.224419118167134 4.1987737853196441 11.022016012670065 0.8331362957251266 0.21131554490420956 44.362993885426476 95.341278635440176 0.49230883386917312 2514.7219967734636 11.966102504957231 7.651115008833588 350.40123199117807 95.330795590423804 95.875372505994164 0.98680808133212927 31.809465114492923 36.626490522714448 1.5684878614847537 50.441934329093783 85.914394745792379
leaf_count=49082 171326 3653 36514 91853 1851 1075 17685 41952 557 1150 9150 19864 7943 261 21007 5607 14996 2819 692 4787 1220 13176 909 267 73831 110597 623 1445853 7728 7916 377492 102598 73734 498 9956 12875 595 45358 75068
internal_value=0 -0.000694405 -0.00193744 -0.00618863 0.0046522 0.00767003 0 0.00311283 0.012633 5.29304e-05 -0.00178339 -0.00555553 0.00187406 -0.0092011 0.000211448 0.00343584 0.0101896 -0.00594519 0.0172138 0.0076679 0 0 -0.00358844 0.00945383 -0.00149603 -0.00251331 0.00282611 8.23321e-06 0.000621719 0.00855637 0 0.0018564 -0.00292898 0.0131994 -5.22563e-05 -0.00303547 -0.00851691 0 -0.00158302
internal_weight=0 367.689 360.431 111.696 7.25866 5.50322 248.734 92.8459 4.62031 3650.44 114.989 84.3668 30.6226 37.7522 3535.45 93.791 68.9912 24.7997 38.1249 8.98208 30.8664 21.6405 11.8552 7.43573 155.888 111.525 30.9668 3441.66 720.58 20.604 699.976 445.732 254.244 12.9529 2721.08 70.0044 38.195 2651.08 136.356
internal_count=2864118 429273 422137 128990 7136 5285 293147 91034 4210 2434845 57507 29275 28232 20125 2377338 46341 22515 23826 15688 6204 6827 22028 14085 5054 202113 128282 37137 2330997 741292 16142 725150 480090 245060 8226 1589705 23426 13470 1566279 120426
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=24137985 11 188 992 8651806 536 787506 526 25 16 787618 199 519 390
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=40
num_cat=21
split_feature=2 0 1 0 2 1 3 0 2 3 1 1 2 0 0 2 2 0 0 1 1 2 0 3 2 1 2 2 3 1 0 0 1 1 3 3 3 3 1
split_gain=0.0224973 0.0938494 0.473351 0.257973 1.69472 0.729161 0.491923 0.182252 0.177463 0.16334 0.836886 0.460432 0.18002 0.129424 0.160918 0.120547 0.118825 0.0843787 0.186271 0.565129 0.0831475 0.0807354 0.461138 0.418564 0.272945 0.12487 0.521205 0.177092 0.0949834 0.869027 0.630257 0.367317 1.12448 0.482994 0.202461 0.0304789 0.0348965 0.145593 0.0327729
threshold=0 19.500000000000004 1 8.5000000000000018 2 3 6.5000000000000009 68.500000000000014 4 2.5000000000000004 5 6 7 21.500000000000004 55.500000000000007 8 9 17.500000000000004 1.5000000000000002 10 11 12 5.5000000000000009 5.5000000000000009 13 14 15 16 2.5000000000000004 17 2.5000000000000004 6.5000000000000009 18 19 3.5000000000000004 16.500000000000004 7.5000000000000009 4.5000000000000009 20
decision_type=9 2 1 2 9 1 2 2 9 2 1 1 9 2 2 9 9 2 2 1 1 9 2 2 9 1 9 9 2 1 2 2 1 1 2 2 2 2 1
left_child=17 3 8 21 5 -5 -7 -4 13 10 15 16 -13 -3 -15 -6 -11 18 20 -20 -1 28 25 24 -24 26 -23 -27 31 30 -30 33 -33 -2 -31 36 37 -22 -38
right_child=1 2 7 4 9 6 -8 -9 -10 11 -12 12 -14 14 -16 -17 -18 -19 19 -21 35 22 23 -25 -26 27 -28 -29 29 34 -32 32 -34 -35 -36 -37 38 -39 -40
leaf_value=-0.0022148335482241903 0.0019916290824106889 0 -0.01305326822688078 0 0 0.026275291549617281 0 0 -0.0014154247046433233 0.011214780939561571 -0.0088484526349338951 0 -0.0059902365455342908 0.0086375364981062987 0 0.0038123639537858342 0 0 0.00093510712645487122 -0.0095323480988618817 0.002486620399448621 0.00028714960405553861 0 0 -0.01372286877126782 0.0024996028308636462 -0.0074251168945464741 -0.00065032337982831557 0.0075738031363924334 -0.0075221763440702144 -0.0013777462161694617 -0.0030300582004817609 0.011312373871532718 -0.00092644307931124799 -0.00014567169804817053 0 0.0057901661619088433 -0.0046601866759548305 0
leaf_weight=45.891043515923229 881.14751842264013 5.7495327752549192 19.370399686420573 8.9567420161984028 5.0903697535104584 27.753122673224428 0.85876917524728824 2.3951727183011817 7.6687122538569374 14.770896939648082 78.874406051989354 3.609933192434255 15.030510592216162 34.579132281724014 0.99060134461615135 77.065661965301842 3.873333118186566 3.2916807061337741 16.454387562334887 53.906566797386404 80.229074535407563 133.44635278240821 6.7347409499925561 2.1654603292117818 24.851674708275826 278.75915218724549 72.307378049881663 151.20322802073497 125.14661456591421 122.22717108859069 54.011313646216877 35.780285108383396 76.733872909477213 1359.401297940025 177.91254232631036 0.67858028528280456 2.5310977095577973 5.6558019765707277 0.55633547982142806
leaf_count=78547 541172 1423 16009 8861 3842 21864 591 2505 8285 6233 39401 2366 4801 8397 1150 21692 4352 2686 16859 67495 89283 145561 6102 1966 21325 280230 83373 147762 126714 107966 42736 14769 27585 746826 151486 460 1867 9033 566
internal_value=0 4.9753e-05 -0.00279885 0.000205288 0.00320931 0.0159193 0.020861 -0.00945591 2.30961e-05 -0.000342135 -0.00270115 0.00199846 -0.00157088 0.00454415 0.00699559 0.00193075 0.00897928 -0.000929823 -0.00212798 -0.00540409 0 0 -0.00097652 -0.00911576 -0.012409 0 -0.00196982 0.000792462 0.000213404 -0.000816935 0.00346464 0.000557701 0.00554975 0.000104873 -0.00433753 0.0017786 0.00250944 0 0.00576107
internal_weight=0 3808.47 70.7536 3737.71 235.884 37.5686 28.6119 21.7656 48.988 198.315 161.03 37.2847 18.6404 41.3193 35.5697 82.156 18.6442 209.195 205.903 70.361 135.542 3501.83 669.468 33.7519 31.5864 635.716 205.754 429.962 2832.36 479.298 179.158 2353.06 112.514 2240.55 300.14 89.6509 88.9723 85.8849 3.08743
internal_count=2864141 2597345 37769 2559576 114003 31316 22455 18514 19255 82687 64935 17752 7167 10970 9547 25534 10585 266796 264110 84354 179756 2445573 686319 29393 27427 656926 228934 427992 1759254 428902 169450 1330352 42354 1287998 259452 101209 100749 98316 2433
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=24166401 90 8455564 592 788058 71 440 8226 262160 264272 546 554 800882 520 706 8389892 1672 114 291 906 69
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=40
num_cat=17
split_feature=2 1 0 0 1 3 3 3 3 2 2 0 3 3 0 1 1 0 2 0 2 1 1 3 3 1 0 2 3 0 0 0 2 0 1 0 2 2 3
split_gain=0.0131112 0.267709 0.384477 0.196305 0.185537 0.179953 0.160802 0.143668 0.128635 0.125155 0.124086 0.296555 0.51319 0.428624 0.256191 0.479504 0.167352 0.122416 0.324893 0.102574 0.503188 0.344737 0.288818 0.270632 0.416225 0.255508 0.623011 0.517081 0.528692 0.394647 0.680597 0.405255 0.359361 0.329898 0.426587 0.332314 0.214756 0.213799 0.191813
threshold=0 1 3.5000000000000004 16.500000000000004 2 7.5000000000000009 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 3 4 5.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 5 6 27.500000000000004 7 6.5000000000000009 8 9 10 1.5000000000000002 4.5000000000000009 11 5.5000000000000009 12 2.5000000000000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 13 4.5000000000000009 14 2.5000000000000004 15 16 5.5000000000000009
decision_type=9 1 2 2 1 2 2 2 2 9 9 2 2 2 2 1 1 2 9 2 9 1 1 2 2 1 2 9 2 2 2 2 9 2 1 2 9 9 2
left_child=1 2 8 5 -5 10 -7 -4 9 -1 11 12 -3 -13 15 -12 -16 19 -19 25 21 -21 23 37 -25 29 33 -28 -29 30 31 -2 -32 35 -35 -27 -31 -22 -38
right_child=17 3 7 4 -6 6 -8 -9 -10 -11 14 13 -14 -15 16 -17 -18 18 -20 20 22 -23 -24 24 -26 26 27 28 -30 36 32 -33 -34 34 -36 -37 38 -39 -40
leaf_value=0.0048431354762695205 0 0.0059202615354246348 -0.01252246521229469 0.0084725895616007667 0 0.0087929207297206911 0 0 -0.0030762828894645754 0 0 -0.0098343777873674057 -0.0037553039815362609 0 0.0038475592691216798 -0.0076844628238996711 -0.0019684015366839185 0 -0.0084071930553498587 0 0.0065645463646483247 0.012546328573397977 -0.0024815937005470794 -0.0074216025471212288 0.0048345405279449413 0 0 -0.016265589016623602 0 0 0 0.0040422096142607783 -0.010192238200497743 0 0.0086727916108834922 -0.0035695738479583116 0.012863093657260904 0 0
leaf_weight=35.324575515682227 726.12478313665997 142.59654931910336 22.553009519426272 13.442555683250246 6.3798651414181249 8.5931713211248262 1.0565191261412099 1.4812737275642565 51.479911320486281 7.7024600448785341 68.70009242080414 28.680290682255876 16.729952456633328 1.1055204565054726 56.234812228096416 113.73735236225184 24.235636162957235 5.3120813073037425 20.893259552292879 9.5261102566728351 110.06554090512509 27.502375788331847 179.03881644738794 29.032937774973107 8.9643897249770799 1451.7592707687199 13.645298107934648 42.242795380589087 6.6546777618350452 4.3985534880775958 3.7532202933216467 332.55327654058965 44.161797027336434 28.111741599044763 52.690647047034872 278.89355572163186 34.329585073784983 6.8573150650918242 0.7371928815409764
leaf_count=37082 570272 123754 22630 10718 6570 7613 889 1557 56208 8702 74828 19879 15475 703 57623 118695 24385 6602 5745 10732 21782 26475 86912 9282 2282 1072541 14348 12458 3804 5049 4191 191650 19937 8510 31846 153344 13343 5148 554
internal_value=0 -0.000417514 -0.00418206 0.000183715 0.00630563 0 0.00589065 -0.0112216 0 0.00265627 -0.000937551 0 0.00288566 -0.0048201 -0.0023442 -0.00449028 0 7.51838e-05 -0.00433262 0.000234854 0.00174029 0.00900505 0 0.00281014 0 0 -0.000680089 -0.00875919 -0.0117489 0.00118654 0.000434579 0.00131108 -0.00812946 -0.000103771 0.00494191 -0.000589932 0.00882974 0.005428 0.0100377
internal_weight=0 600.034 118.541 481.492 19.8224 461.67 9.64969 24.0343 94.5069 43.027 452.02 189.112 159.327 29.7858 262.908 182.437 80.4704 3417.25 26.2053 3391.04 370.987 37.0285 333.959 154.92 37.9973 3020.06 1874 62.5428 48.8975 1146.06 1106.59 1058.68 47.915 1811.46 80.8024 1730.65 39.4653 116.923 35.0668
internal_count=2864118 587311 126179 461132 17288 443844 8502 24187 101992 45784 435342 159811 139229 20582 275531 193523 82008 2276807 12347 2264460 162613 37207 125406 38494 11564 2101847 1296851 30610 16262 804996 786050 761922 24128 1266241 40356 1225885 18946 26930 13897
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=32541697 770 60 2099200 12583936 152 228 58 590732 26 21 298 282936 524298 516 8484 98
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=40
num_cat=18
split_feature=11 1 3 2 3 0 2 3 2 3 0 2 3 3 1 1 0 0 2 1 3 2 2 3 0 3 2 1 0 3 1 0 0 0 1 2 3 2 0
split_gain=0.00700739 0.163291 0.293431 0.0856905 0.04502 0.0346656 0.116198 0.0825351 0.0412371 0.0333726 0.411962 1.1844 1.64311 0.927584 1.47165 0.68736 0.488195 0.420198 0.397087 0.611657 0.903382 0.578304 0.321709 0.302978 0.286291 0.284182 0.282537 1.21455 0.543722 0.257679 0.253235 0.227315 0.16164 0.160491 0.158923 0.637732 0.703076 0.617291 0.405427
threshold=0 1 1.5000000000000002 2 6.5000000000000009 1.5000000000000002 3 3.5000000000000004 4 1.0000000180025095e-35 5.5000000000000009 5 2.5000000000000004 3.5000000000000004 6 7 69.500000000000014 9.5000000000000018 8 9 2.5000000000000004 10 11 3.5000000000000004 107.50000000000001 2.5000000000000004 12 13 8.5000000000000018 6.5000000000000009 14 8.5000000000000018 15.500000000000002 10.500000000000002 15 16 4.5000000000000009 17 1.5000000000000002
decision_type=9 1 2 9 2 2 9 2 9 2 2 9 2 2 1 1 2 2 9 1 2 9 9 2 2 2 9 1 2 2 1 2 2 2 1 9 2 9 2
left_child=9 5 -3 4 -4 7 -7 8 -2 26 18 13 15 14 -12 17 -16 -13 19 20 21 -11 25 -22 -17 -21 27 -1 -29 -24 31 -14 -32 -15 37 -36 -37 38 -20
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 11 12 30 33 16 24 -18 -19 34 22 23 -23 29 -25 -26 -27 -28 28 -30 -31 32 -33 -34 -35 35 36 -38 -39 -40
leaf_value=0.0082233350999326542 0.0053243663918584767 0 0.015788151305922021 0 0 0 -0.0052038231452587874 0 0 0 -0.0027973264941710432 -0.0071065100287244932 -0.0075238415995742451 -0.0075244058067873544 0.022675255886807598 -0.021167305502712425 0 0.0033981815012201662 0.0098207770806758906 -0.0053491083182095993 -0.0047372055193664504 0.0096982161404813513 0.004679364932035566 0.0020553999760632921 0 0 -0.0001855405672912093 -0.005486109212230336 0.0059228826672364787 -0.0012253690213567747 0.0082100614430751871 0 0 0 0 -0.0093002721005133234 0.0001853387967860228 -0.003591635350887537 0
leaf_weight=168.70188197342941 3.6603368685464375 5.2234052241838054 2.8092398548324131 0.90175669547170434 0.13414557377109293 0.36439549896749668 15.710788760683499 2.6489033601246774 0.64164854423143225 45.718246859956707 14.504535434258287 38.657876747878618 10.977425050528838 11.069476053329707 35.187118175948854 70.026877076099481 1.0127012792509038 33.613363504802692 59.211762242459372 162.08631947574031 77.951706900297722 209.13568601542647 122.80888298371065 113.73287298533251 0.34813022328307752 121.72523493341578 1885.4360548700824 140.25233295722137 6.7973929764702907 9.4787305513018492 38.273302626948862 16.154613365171826 4.9157826706068581 4.7146653233794487 235.92847602574329 167.23929460515683 33.843941384775462 112.43293861990969 33.268170740848291
leaf_count=154062 2217 2621 1963 904 137 457 5541 2042 751 51166 13807 19847 4267 10533 37357 60398 1269 18674 70094 146246 69523 144655 128590 86892 323 121480 862819 137494 4076 10585 27521 4132 3579 4009 232368 229696 45966 110025 36303
internal_value=0 0.00105227 0.00588891 0.0122411 0.0117496 0 -0.00274294 0 0.00490523 -1.81221e-05 -0.00039452 -0.00376534 -0.00754233 0.00415778 0.0114536 -0.0134603 0.0180686 0 9.74477e-05 0.00163993 0.00416463 0.00787146 -0.000539345 0 -0.0185922 -0.00281851 0.000153686 0.00281137 -0.00222442 0.00212826 0.00115535 -0.000767837 0.00561915 -0.00396644 -0.00151149 -0.00257803 -0.00631544 0 0.00563492
internal_weight=0 32.0946 9.06855 3.84514 2.94339 23.0261 16.0752 6.95089 4.30199 3985.21 1784.02 279.456 212.967 66.4885 50.7044 142.646 36.1998 72.2712 1504.56 862.638 446.539 254.854 416.099 191.685 70.375 283.812 2201.19 315.752 147.05 132.288 70.3211 27.132 43.1891 15.7841 641.925 437.012 201.083 204.913 92.4799
internal_count=2864389 16633 5625 3004 2100 11008 5998 5010 2968 2847756 1689305 205716 138741 66975 52433 99242 38626 38521 1483589 759137 352236 195821 406901 156415 60721 267726 1158451 295632 141570 139175 39499 8399 31100 14542 724452 508030 275662 216422 106397
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 7 8390866 256 264266 2967588 777 781 13144802 647 8421890 4192 91422 124 7 786 2106641 346124
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=40
num_cat=13
split_feature=11 1 3 2 3 2 1 0 0 3 3 0 0 0 3 3 3 3 3 0 1 2 2 3 0 1 2 3 2 3 3 3 3 2 0 1 0 0 3
split_gain=0.0104618 0.1657 0.275819 0.0804825 0.0500139 0.0399576 0.149397 0.464779 0.327046 0.179785 0.345093 0.533212 0.562049 0.111889 0.485366 0.100786 0.0710755 0.0614596 0.207839 0.0538488 0.58844 0.805202 0.557313 0.354801 0.348387 0.306054 0.417037 0.971402 0.31452 0.312055 0.699606 0.301345 0.294917 0.266095 0.217345 0.747213 0.201535 0.113807 0.0782077
threshold=0 1 1.5000000000000002 2 6.5000000000000009 3 4 1.5000000000000002 16.500000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 5 6 7 5.5000000000000009 32.500000000000007 8 9 2.5000000000000004 10 2.5000000000000004 1.5000000000000002 6.5000000000000009 14.500000000000002 11 34.500000000000007 12 47.500000000000007 13.500000000000002 1.0000000180025095e-35
decision_type=9 1 2 9 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 1 9 2 9 2 2 2 2 9 2 1 2 2 2
left_child=5 -2 -3 4 -4 6 9 16 15 13 11 12 -11 14 -1 -9 17 18 -8 25 21 23 34 24 -21 28 27 -27 29 30 -7 37 -30 -31 35 -22 -36 -24 -28
right_child=1 2 3 -5 -6 19 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 31 -25 -26 26 38 -29 32 33 -32 -33 -34 -35 36 -37 -38 -39 -40
leaf_value=0 0 0 0.015610937370431769 0 0 0 -0.00021340911639926822 0 0 0 0 0 0.015648385739472803 0.00015087394671697211 -0.011497804678514896 -0.0077857504168661719 0.0033622732924261374 -0.0019498682842088934 0.0053946773760228869 0.012742723348829128 0.0019153956468463214 0 -0.013018943164992337 0 0 0.010659201490070524 -0.00051550207841719964 -0.001528475968522749 -0.0061029398776828231 -0.00056205979804940418 -0.008906407048740175 0 0 0.0050990537392502514 0.010509750941895766 -0.0063197312732503723 0 0 0.0010411685297922778
leaf_weight=52.083866993503761 22.959612904785899 5.139131696327242 2.8592352979758293 0.87863394554005969 0.1511886735097504 542.54862688463618 88.227863852036535 56.239315608268953 13.554592918044362 26.441044756269548 9.8254597686172911 12.440775484617914 36.554986931092571 34.875895433688129 15.190829220860904 147.7522416355423 32.8714891150521 124.98765086343337 42.101438998819503 104.61301537401596 260.09683970363403 261.69025362717366 36.647801716284448 5.3317027737211893 3.2357875016750759 98.287933687130135 913.3069885037803 49.187124635924192 207.35477405867641 5.2530108169012237 75.290393500479695 1.6816765853218374 1.3725993465050113 130.10540729320201 7.4851114850607683 120.73339890799252 2.0403681249590591 6.964882012216548 460.20711383663729
leaf_count=49755 11037 2585 1982 888 145 342922 76363 64716 15270 26369 10201 11485 37934 37952 13251 153492 35252 131491 46146 90810 93287 77141 44469 4549 3296 118595 386818 87043 231412 6978 75023 1504 1558 109483 1421 31727 2327 8463 419109
internal_value=0 0.00122871 0.00597543 0.0120947 0.0115746 -5.24111e-05 -0.000747982 -0.00182367 -0.00512291 0.000645773 0.00405355 0.00711986 0.010715 -0.000154102 -0.00339403 -0.00646075 0 0 0.000397514 1.13599e-05 0.000771661 0.00369568 -0.00122912 0.00951159 0.0115452 -0.000123653 0.000621736 0.0050482 -0.00157821 -0.000120181 -0.00144676 -0.00859917 -0.00476797 0.00327738 0 -0.000343178 0.00733242 -0.0117472 0
internal_weight=0 31.9878 9.02819 3.88906 3.01042 3986.58 693.147 505.735 217.546 187.413 85.2623 75.4368 62.996 102.151 67.2747 203.992 288.188 255.317 130.329 3293.43 810.521 374.871 435.65 113.181 107.849 2482.91 1520.99 147.475 961.925 753.197 617.839 45.2944 208.727 135.358 390.356 380.83 9.52548 43.6127 1373.51
internal_count=2864249 16637 5600 3015 2127 2847612 709677 522730 233478 186947 85989 75788 64303 100958 63006 218208 289252 254000 122509 2137935 358994 175796 183198 98655 94106 1778941 1011565 205638 767376 534406 417945 54436 232970 116461 128762 125014 3748 52932 805927
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 7 8390866 30411153 517 339 607278 2102884 337 880644 2417218 16896 164
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=40
num_cat=23
split_feature=2 9 1 0 0 3 1 1 0 3 11 1 3 3 9 2 2 0 3 0 2 3 1 0 2 1 9 2 1 2 0 1 0 1 9 3 9 3 1
split_gain=0.0193277 0.278046 0.520839 0.627704 0.0626006 0.196453 0.0890854 0.0871706 0.119342 0.0668192 0.0341815 0.156337 0.262357 0.058557 0.0304011 0.0561594 0.0303252 0.0296516 0.0296439 0.376075 0.405358 0.310824 0.200077 0.168128 0.395894 0.449347 0.183308 0.178219 0.191705 0.0548049 0.273342 0.473019 1.01974 0.166544 0.26511 0.117493 0.0763425 0.47162 0.905232
threshold=0 1 2 7.5000000000000009 9.5000000000000018 1.5000000000000002 3 4 3.5000000000000004 7.5000000000000009 5 6 1.5000000000000002 6.5000000000000009 7 8 9 12.500000000000002 5.5000000000000009 7.5000000000000009 10 9.5000000000000018 11 1.5000000000000002 12 13 14 15 16 17 3.5000000000000004 18 13.500000000000002 19 20 1.5000000000000002 21 3.5000000000000004 22
decision_type=9 1 1 2 2 2 1 1 2 2 9 1 2 2 1 9 9 2 2 2 9 2 1 2 9 1 1 9 1 9 2 1 2 1 1 2 1 2 1
left_child=1 4 -3 -4 7 6 -6 -1 -9 -10 18 14 -13 16 -12 -16 17 -14 29 23 -21 22 -22 27 25 -25 -26 28 -20 36 33 -32 -33 35 -35 -31 37 -2 -39
right_child=10 2 3 -5 5 -7 -8 8 9 -11 11 12 13 -15 15 -17 -18 -19 19 20 21 -23 -24 24 26 -27 -28 -29 -30 30 31 32 -34 34 -36 -37 -38 38 -40
leaf_value=0 0 0 -0.016077745603723527 0 0 0 -0.0078381346949903102 0 0.0080985315354048983 0 0 0 0.015618836949440754 0 0 -0.0044446854349773591 0 0 0 0 0 0 0.017744109887646933 0.0094876940087796555 0 -0.0028171819001065273 -0.010422552275305211 0 0.0068400780073454006 0 0 -0.015631237832985569 0.0007696914369646348 0.0023074885589528574 -0.0032093539071786493 0.0039104480041358908 -0.00018087348486101233 0.014789210102965229 0
leaf_weight=53.326732856316085 802.42301208831122 37.764956037852244 31.945335612013878 4.0505087407436795 2.0973174585524248 4.4217414817248928 6.6391965550283185 105.72340133402395 22.630965111951813 0.41838594029832066 5.2295046348590404 5.0371602310624457 2.857063546252903 0.21919030096614722 10.074494250788121 7.0799889989139091 0.69477219285909164 0.088584191893460118 11.56579561633407 3.1849363551009446 1.3268670486868357 0.83839229005388993 8.3147101875801983 5.6551012884447101 0.61921207030536607 8.3542072470008844 34.692124447814422 47.780552048803656 47.920162007940235 89.677974005928263 36.449180156152579 48.182712247216841 10.678787094540892 31.339805598116072 243.99335396499737 117.19303383496299 2108.0831255024495 26.171529688217561 32.79676114366157
leaf_count=55983 488239 54515 37566 3662 1223 2869 4650 138106 14106 448 2856 2492 1983 205 2070 5751 704 42 11282 2925 637 455 3031 4615 604 9019 27646 50174 44047 84427 30632 49199 10680 34788 271044 124253 1233955 24077 30082
internal_value=0 -0.000767542 -0.00510152 -0.0105474 0.000183492 -0.000480242 -0.00713949 0.00171568 0.00297728 0.00724384 5.44385e-05 0.00240032 0.00626048 0.0121916 0 -0.00230632 0.0129232 0.0117424 0 0.0011978 0.00962847 0.0126686 0.0182556 0 -0.00433091 0 -0.00850429 0.00118723 0.00445631 -5.05215e-05 -0.000946824 -0.0051287 -0.00901041 0 -0.00141698 0.00204488 3.45453e-05 0.00087919 0.00780572
internal_weight=0 269.019 73.7608 35.9958 195.258 13.1583 8.73651 182.099 128.773 23.0494 3748.52 31.2808 8.89677 3.85961 22.384 17.1545 3.64042 2.94565 3717.24 170.252 13.6649 10.48 9.64158 156.587 49.3206 14.0093 35.3113 107.267 59.486 3546.99 577.515 95.3107 58.8615 482.204 275.333 206.871 2969.47 861.391 58.9683
internal_count=2865042 313128 95743 41228 217385 8742 5873 208643 152660 14554 2551914 16103 5426 2934 10677 7821 2729 2025 2535811 154435 7048 4123 3668 147387 41884 13634 28250 105503 55329 2381376 605023 90511 59879 514512 305832 208680 1776353 542398 54159
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=22042113 1 44 136 688 1 7 6 262464 8390866 2623530 34 8658984 581 8 43222 526 2623606 385 572 12 6 166
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=40
num_cat=15
split_feature=2 1 0 0 3 1 0 0 0 3 1 3 1 11 1 0 3 1 3 3 3 0 2 0 2 1 3 0 0 1 0 2 0 2 3 0 3 3 1
split_gain=0.0203616 0.34776 0.49678 1.35939 0.494267 0.490841 0.465555 0.767122 0.447679 0.40671 0.356882 0.2598 0.191613 0.123864 0.165405 0.116647 0.107144 0.292205 0.142254 0.102674 0.0974898 0.0891412 0.316917 0.115157 0.830585 0.659004 0.172129 0.174228 0.139235 0.134718 0.391153 0.792861 0.368741 0.23103 1.08392 0.219138 0.120564 0.0766222 0.0728781
threshold=0 1 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 2 1.5000000000000002 8.5000000000000018 27.500000000000004 4.5000000000000009 3 9.5000000000000018 4 5 6 13.500000000000002 2.5000000000000004 7 4.5000000000000009 3.5000000000000004 6.5000000000000009 27.500000000000004 8 7.5000000000000009 9 10 1.5000000000000002 23.500000000000004 13.500000000000002 11 5.5000000000000009 12 4.5000000000000009 13 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 2.5000000000000004 14
decision_type=9 1 2 2 2 1 2 2 2 2 1 2 1 9 1 2 2 1 2 2 2 2 9 2 9 1 2 2 2 1 2 9 2 9 2 2 2 2 1
left_child=1 2 4 10 12 19 16 -8 9 -5 -4 -12 -1 21 -15 20 17 -3 -18 37 -16 23 -23 29 25 -25 27 -26 -28 33 32 -32 -31 35 -35 -2 -27 -6 -9
right_child=13 6 3 8 5 -7 7 38 -10 -11 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 -24 24 26 36 28 -29 -30 30 31 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0 -0.00036476253751932368 0.00044858985972960353 0 -0.01165923896387968 0 -0.011417296234595246 -0.010984083631759567 0.0035252353855296488 0.0020115660025938425 0 0.016745410433542395 0 0.0051551086188466148 0 0.011410958230297197 0 0.0059078510754631899 -0.0057796860423789459 0 -0.0022564478860361207 0 0 -0.007952574096733233 0 -0.0096816086730368359 0.0092706496588231893 0.0039304821185286503 0 -0.0041797536982666498 -0.00068356083386058762 0.0012118812503675047 -0.011497833847264546 0.0057225156315712181 -0.0030927138640454888 0.0077648026620251486 0.0055492020099206949 0 0.0061725660254219657 0
leaf_weight=19.431262869431521 1198.1842216014629 68.478368975545891 16.842276550394672 36.731819691893179 21.301701807235077 33.370004744720063 98.984462845623057 18.834248461724201 4.2967704420152577 3.1286005106376242 65.016431497700978 0.7367527921742284 51.273364062231849 10.257750277873127 13.870883595576741 0.56718250302947204 34.176856821908586 54.425146359164501 21.13064607880915 19.1010970536081 0.42350300296675492 5.1842914937296882 23.865600558216105 77.091014686666313 34.18341343159409 156.1174478836765 20.00753246888053 2.1069168842805075 5.477450100646819 1436.4754164151091 23.211261645090417 55.429202999599511 62.284724801487755 93.777350187323464 177.75228806917585 35.856628170440672 0.63207762548699875 10.497078857719318 6.9541727450778152
leaf_count=18336 598317 66186 22271 37379 21937 66447 87979 9321 3626 3164 63604 860 54554 4579 5827 120 37753 62197 23885 19294 371 5799 9350 15588 36908 48056 18404 2258 5208 1100896 24917 22849 37415 103071 195233 10352 329 10510 9060
internal_value=0 -0.000531173 0.0012634 0.00580117 -0.0010968 -0.00638303 -0.00302725 -0.0071413 -0.00299742 -0.0084636 0.0127148 0.0143483 0.00224924 8.87559e-05 0.00479268 0.00729571 0 -0.00128895 0.00309546 0 0.0103419 0 -0.00383821 7.94183e-05 0.00189748 0.00511924 -0.00475564 -0.00802943 0 -1.51448e-05 -0.000738808 -0.00663311 -0.00011403 0.000548538 0.00298639 0 0.00844701 0.00354526 0.000206065
internal_weight=0 584.711 281.727 126.753 154.975 84.2699 302.984 124.773 44.1572 39.8604 82.5955 65.7532 70.7046 3432.76 25.1193 14.8616 178.211 122.904 55.3075 50.8999 14.2944 3407.64 29.0499 3378.59 295.616 233.841 61.7753 36.2903 25.485 3082.97 1577.4 78.6405 1498.76 1505.57 271.53 1234.04 156.75 31.7988 25.7884
internal_count=2864210 618363 321982 130904 191078 118188 296381 106360 44169 40543 86735 64464 72890 2245847 10897 6318 190021 128383 61638 51741 6198 2234950 15149 2219801 126751 63973 62778 39166 23612 2093050 1186077 47766 1138311 906973 298304 608669 48385 32447 18381
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=24142851 218 194 8 2 1 70 36 8388664 852932 24 796 2108 8454512 5
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=40
num_cat=17
split_feature=2 0 1 0 0 3 1 3 0 2 0 0 1 0 0 3 2 3 2 1 0 0 3 2 3 2 0 3 1 0 2 0 1 2 2 0 2 0 1
split_gain=0.018705 0.195366 0.257729 0.429134 0.323743 0.164226 0.531064 0.521404 0.474209 0.394575 0.382972 0.581773 0.754541 0.260968 0.232892 0.61532 0.518141 0.483572 0.4702 0.297872 0.272266 0.227206 0.354406 0.31646 0.495699 0.245901 0.225525 0.206043 1.13741 1.35562 0.747129 0.697452 0.939371 0.747927 0.684342 0.485405 0.218366 0.194167 0.426681
threshold=0 8.5000000000000018 1 9.5000000000000018 32.500000000000007 1.5000000000000002 2 2.5000000000000004 7.5000000000000009 3 9.5000000000000018 14.500000000000002 4 47.500000000000007 1.0000000180025095e-35 6.5000000000000009 5 6.5000000000000009 6 7 7.5000000000000009 6.5000000000000009 6.5000000000000009 8 4.5000000000000009 9 21.500000000000004 1.0000000180025095e-35 10 1.5000000000000002 11 6.5000000000000009 12 13 14 1.5000000000000002 15 1.0000000180025095e-35 16
decision_type=9 2 1 2 2 2 1 2 2 9 2 2 1 2 2 2 9 2 9 1 2 2 2 9 2 9 2 2 1 2 9 2 1 9 9 2 9 2 1
left_child=1 -1 -3 -4 -5 10 14 8 9 -8 27 -12 13 -13 15 16 -7 18 26 -19 -21 23 25 24 -9 -23 -16 31 29 34 -30 37 -33 -34 -29 -32 -31 -2 -39
right_child=5 2 3 4 -6 6 7 21 -10 -11 11 12 -14 -15 17 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 28 30 36 35 32 33 -35 -36 -37 -38 38 -40
leaf_value=0 0.00070223556429753215 0 0 0.013571403324548618 0 0.0013407942770650777 0 0.00766002354625201 0 -0.011701236402200131 -0.0091122388392399761 0.0094100752890851139 -0.0069727043074749879 0 0.0069518036488972861 0.0062270835998479365 -0.007788775094199874 0 -0.0010180322070140466 -0.013341957874214239 0 0 0 -0.0030820781958492719 -5.9531163961298507e-05 -0.011791477011664546 0 0.018631828619058103 0.0053668672298388433 0.0045772357641842131 -0.010693325859795579 -0.0026833523648158364 0.014460342887208669 -3.3128477670770961e-06 0 0 -0.0030307428846518374 -0.004829523509874499 0
leaf_weight=851.30745281145209 713.22824576645871 18.909252562378242 7.7875229390047016 39.486366016782995 2.1530097897484657 14.263164526055334 14.452756965682054 99.846823719872191 11.99213402506575 112.64224128979549 74.497242926350737 55.780289267837361 23.081726826858358 2.4381757567170999 238.5014546969669 17.050524501391919 123.66643586706778 10.679929988196816 36.767588086600881 12.657085528684549 1.9374610407976423 2.4756335773563478 2.9975617635354856 38.395957951144737 48.955419671212439 18.788293339879608 2.6085121955984496 61.083158360226662 33.062852017828845 16.402840292423207 67.249607935715176 17.476365915004862 78.030662823730381 6.9935958185233167 20.106891391522367 69.415106020554958 69.081517106002138 216.57767623085965 764.13099956340739
leaf_count=885746 434871 22106 6011 34109 2489 13539 21277 88969 7301 105785 26340 15065 10483 3036 187347 16520 151479 10615 35181 10336 792 1810 1752 57557 43488 9636 1951 56659 37581 14431 48300 9724 7636 7032 22226 30864 48290 122296 253475
internal_value=0 0.000392301 0.00462438 0.00723432 0.0115524 -0.000112009 -0.00137032 -0.0041784 -0.00849834 -0.0103885 0.000214718 -0.0039227 0 0.00675255 0.000366571 -0.00167055 -0.00537133 0.00237615 0.00430917 -0.00425292 -0.00853659 0 -0.00632505 0.000682818 0.00365424 -0.0105584 0.0060647 0.000705869 0.00292025 0.00822453 -0.00157259 8.57933e-05 0.00718773 0.0112507 0.0159387 -0.0057846 0 -0.00028753 -0.00130364
internal_weight=0 919.644 68.3362 49.4269 41.6394 3097.32 808.679 350.547 139.087 127.095 2288.64 155.797 81.3002 58.2185 458.132 154.98 137.93 303.152 277.878 25.2745 14.5945 211.46 24.2615 187.198 148.802 21.2639 241.11 2132.84 336.402 166.674 169.728 1796.44 102.501 85.0243 81.19 136.665 85.4844 1693.94 980.709
internal_count=2864105 950461 64715 42609 36598 1913644 765335 337575 134363 127062 1148309 54924 28584 18101 427760 181538 165018 246222 224479 21743 11128 203212 13198 190014 132457 11446 189298 1093385 258351 141606 116745 835034 24392 14668 78885 79164 62721 810642 375771
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=8729246 816 425 16416 184 6848512 4213856 288 2099520 525312 242 6818048 928 527424 541792 2114816 705
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=40
num_cat=15
split_feature=0 1 2 2 0 2 0 0 1 2 2 0 1 0 0 0 3 3 0 0 3 1 3 3 0 3 1 2 0 0 2 0 1 1 3 2 3 3 3
split_gain=0.00946068 0.423434 0.310617 0.294405 0.168238 0.0912042 0.611119 0.432029 0.7652 0.368228 0.302118 0.227292 0.171345 0.360136 0.414926 0.325521 0.302072 0.181284 0.40101 0.17428 0.207 0.157546 0.227498 0.147166 0.0871071 0.0791313 0.0670062 0.429525 1.08338 0.256169 0.186659 0.602123 1.08318 0.750251 0.231094 0.296881 0.23284 0.0659546 0.0562752
threshold=19.500000000000004 0 1 2 55.500000000000007 3 9.5000000000000018 9.5000000000000018 4 5 6 17.500000000000004 7 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 8 5.5000000000000009 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 9 10 1.0000000180025095e-35 7.5000000000000009 11 1.0000000180025095e-35 12 13 1.5000000000000002 14 6.5000000000000009 9.5000000000000018 10.500000000000002
decision_type=2 1 9 9 2 9 2 2 1 9 9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 9 2 2 9 2 1 1 2 9 2 2 2
left_child=5 2 4 -3 24 6 12 26 9 -9 25 -8 13 14 -1 17 -16 18 -14 20 -15 22 -17 -23 -2 -10 27 -7 38 -30 34 33 -33 -32 35 -28 -36 -12 -29
right_child=1 3 -4 -5 -6 7 11 8 10 -11 37 -13 15 19 16 21 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 30 28 29 -31 31 32 -34 -35 36 -37 -38 -39 -40
leaf_value=0 0 0 -0.0019158643689764273 -0.011505054947161837 0 -0.00024544262231916307 -0.013496373272485401 0.0038441170892200313 0.0028624751031610463 -0.0056306190878786279 0.01797041613184296 0 0 -0.007078720903753076 0.0139492766035164 0.0074376275551545426 0 0 -0.010707772449690151 0.00058638477144797908 0 -0.0051816284214895314 0 0 0.009405810767056072 -0.00020781056479700583 0.0049296715456024626 -0.0027483612227154203 0.011276096962954327 0 0.0049726473472547382 6.2560343272055364e-05 -0.0092433021248667768 -0.0044506135923015324 -0.0026699089947244377 0.0001190352802448494 0.0018260957632756072 0 0
leaf_weight=95.549620341043919 3.262370973272481 3.2530021769052837 7.9117832145566345 19.807880672509786 1.0483293856668741 515.02747695014477 19.660490261019735 4.2910052410734352 66.369732858394855 57.683761140026036 30.133712774673771 2.2205332820740287 107.40067168089445 47.424173068458913 29.655667890408949 44.342408389420598 24.795787105487761 7.3665654925862318 56.195355465839384 16.701872473247931 22.763578247375335 24.811778225615853 1.7825917081208889 44.029086072980135 38.616756908304524 8.9460121246229374 127.64268348304904 75.885731138143456 112.80884701504692 4.9180751217645584 179.96315337763372 163.78533804389735 177.98541744393879 77.19778202186717 429.39246860524145 1317.8617648980216 48.464088003747747 0.16974615809158322 0.67892560397740354
leaf_count=126072 828 3226 8558 16466 1242 239881 17770 3705 23617 19594 26953 1696 99165 45211 31337 33476 35205 7894 51212 15873 29595 26088 1544 42255 9744 3332 133374 78661 123469 4880 197548 182046 179616 89621 382281 528933 41377 112 788
internal_value=0 -0.000952884 0.00126216 -0.00814544 0.0061071 8.19165e-06 -0.00105464 0.000275993 0.00481603 -0.000782157 0.00914288 -0.0114257 0 0.00178905 0.0049654 -0.00159311 0.0100838 -0.00449469 -0.00550773 -0.000841879 -0.00424994 0.000579617 0.00434261 0 0.00850502 0 0 0.000831068 0.00451985 0.010275 -0.000243983 -0.00176851 -0.00457851 0.000947891 0.000104313 0.00087296 -0.00154227 0.0151289 -0.00149148
internal_weight=0 73.9001 50.8392 23.0609 42.9275 3943.91 544.7 3399.21 167.594 61.9748 105.619 21.881 522.819 236.891 150.001 285.928 54.4515 170.963 163.596 86.8896 70.1878 114.966 46.125 68.8409 41.8791 75.3157 3231.61 709.319 194.292 117.727 2522.29 598.932 341.771 257.161 1923.36 1445.5 477.857 30.3035 76.5647
internal_count=2864245 40064 20372 19692 11814 2824181 564393 2259788 77313 23299 54014 19466 544927 283293 192614 261634 66542 158271 150377 90679 74806 103363 35020 68343 10572 26949 2182475 447679 207798 128349 1734796 648831 361662 287169 1085965 662307 423658 27065 79449
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=90 2885210 10485776 24135185 538 8651008 9207904 172 3 530 8978752 819552 448 77 786688
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=40
num_cat=18
split_feature=1 2 0 2 3 9 9 2 0 2 2 3 0 9 9 2 3 3 2 0 0 9 3 3 3 0 0 3 9 3 9 0 3 0 9 9 9 3 3
split_gain=0.0104188 0.461047 0.494212 0.426777 0.463774 0.295006 0.281035 0.44297 0.239453 1.04388 0.964406 0.736511 1.03971 0.733984 0.360427 0.429295 0.285476 0.267112 0.202279 0.793188 0.576283 0.68461 0.482134 0.187912 0.201385 0.184393 0.308284 0.232971 0.15414 0.145171 0.13003 0.223162 0.181928 0.146656 0.242094 0.152789 0.107971 0.359419 0.187594
threshold=0 1 1.0000000180025095e-35 2 4.5000000000000009 3 4 5 1.0000000180025095e-35 6 7 2.5000000000000004 7.5000000000000009 8 9 10 3.5000000000000004 27.500000000000004 11 1.0000000180025095e-35 5.5000000000000009 12 8.5000000000000018 7.5000000000000009 16.500000000000004 5.5000000000000009 1.5000000000000002 6.5000000000000009 13 1.5000000000000002 14 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 15 16 17 1.0000000180025095e-35 4.5000000000000009
decision_type=1 9 2 9 2 1 1 9 2 9 9 2 2 1 1 9 2 2 9 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 1 1 1 2 2
left_child=1 2 36 6 -5 -4 7 -2 10 -10 14 12 -11 -12 16 -16 -8 -15 23 28 21 29 -23 30 -25 26 27 -6 -20 -21 31 -3 -33 35 -35 -32 38 -38 -1
right_child=3 18 5 4 25 -7 8 -9 9 11 13 -13 -14 17 15 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 33 32 -34 34 -36 -37 37 -39 -40
leaf_value=0.0067440786891858331 0 0 0 -0.0051781335377357653 0.0074877860274940797 0.0079176414205691745 0 -0.011134811012185476 0 0.016726607803218562 0.00083856092151123355 0 0 -0.014031662832684597 -0.0027687040675428718 0.0043578915180879823 0.013537942241798743 0 0.0040313072760034888 -0.0013628701318714282 0 -0.016354626253747895 0 0.0091099544984592114 0 0.0076778959952288981 -0.0077574839313936817 0 0 0.0056143979942455654 0.00098039133487971548 0.0089024424011711831 0 0.00075193240265563309 -0.0027066060329679203 -0.0019829973393908572 0.00013315492266578025 -0.0068396726457732584 0
leaf_weight=20.581931737855488 7.4113143346621655 9.8285822309044288 30.28094606022205 293.61643570807064 21.163292564539006 158.05470495014742 79.00418778401945 15.084081654174954 809.08009432265681 84.758225573925301 10.572977642019396 82.355953746628074 18.192756234013359 79.319942614150932 228.06239333831036 77.846918810289935 10.507744225760687 0.017824466020100682 74.352687699512899 12.576300117776556 34.293833531781274 79.929860281641595 2.6542313111058311 16.68043358009891 1.2635889856319398 4.3579153791069976 12.273920108076707 11.98265505031304 29.540602326436783 13.545789553583743 728.39405985802296 34.653980015777051 3.0158881985698818 121.63645600239397 528.41073603757832 161.52993036757834 45.880269520326692 63.365961016846995 1.9176540410408041
leaf_count=19480 8613 7782 29902 296780 21645 136696 72712 11994 504503 93933 10427 90856 21362 84510 194260 86507 11003 17 103719 13356 34600 100312 2942 12271 996 4331 11444 12595 44333 17987 421540 10649 2194 34943 140271 91539 37205 62088 2055
internal_value=0 0.000124335 0.00349486 -0.000192656 -0.00327446 0.0065844 0.000383951 -0.00567942 0.000820594 0.00178646 -0.000549079 0.00780012 0.0127786 -0.0084159 0.0011721 0 0.00570588 -0.0120308 -0.000361124 -0.00281343 -0.0075906 -0.0106494 -0.013571 0 0.00622894 0.0015082 0 0.00292122 0.00153868 0 -0.000108096 0.00329592 0.00698833 -0.000483066 -0.00164242 5.83674e-05 0 -0.00220099 0.00238902
internal_weight=0 2172.39 320.081 1845.61 343.394 188.336 1502.21 22.4954 1479.72 994.387 485.332 185.307 102.951 89.9107 395.421 305.909 89.5119 79.3378 1852.31 246.893 143 108.706 82.5841 1605.41 17.944 49.7778 45.4199 33.1459 103.893 26.1221 1587.47 47.4985 37.6699 1539.97 650.047 889.924 131.746 109.246 22.4996
internal_count=2864352 1326860 287426 1537492 346795 166598 1190697 20607 1170090 710654 459436 206151 115295 94954 364482 280767 83715 84527 1039434 317249 169197 134597 103254 722185 13267 50015 45684 34240 148052 31343 708918 20625 12843 688293 175214 513079 120828 99293 21535
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=45 13178645 2386158 2 8 10274 2099296 2115808 4 2 192 2394184 10 1 8 2 5 2
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=40
num_cat=21
split_feature=2 3 0 3 1 1 2 2 9 2 3 0 3 1 9 0 3 1 2 0 0 1 3 0 1 9 2 0 2 3 1 3 0 2 1 0 0 1 2
split_gain=0.0108655 0.156492 0.455427 0.449103 0.426513 0.346455 0.477081 0.338652 0.315981 0.3636 0.273946 0.239785 0.18956 0.13498 0.596668 0.745524 0.990385 0.596215 0.555931 0.747511 0.831338 0.532356 0.517173 0.405942 0.45911 0.386566 0.736589 0.560313 0.313702 0.272835 0.234361 0.227703 0.214861 0.179602 0.148506 0.140951 0.308449 0.133095 0.514995
threshold=0 5.5000000000000009 6.5000000000000009 4.5000000000000009 1 2 3 4 5 6 14.500000000000002 11.500000000000002 22.500000000000004 7 8 3.5000000000000004 1.0000000180025095e-35 9 10 5.5000000000000009 3.5000000000000004 11 6.5000000000000009 8.5000000000000018 12 13 14 2.5000000000000004 15 1.0000000180025095e-35 16 7.5000000000000009 48.500000000000007 17 18 9.5000000000000018 2.5000000000000004 19 20
decision_type=9 2 2 2 1 1 9 9 1 9 2 2 2 1 1 2 2 1 9 2 2 1 2 2 1 1 9 2 9 2 1 2 2 9 1 2 2 1 9
left_child=1 3 5 37 -5 8 -7 -4 -3 -10 -11 -6 -8 25 18 16 21 28 19 20 30 -16 -22 -21 -25 33 -27 29 32 -28 -15 -29 -17 -2 -20 36 -36 -1 -39
right_child=13 2 7 4 11 6 12 -9 9 10 -12 -13 -14 14 15 17 -18 -19 34 23 22 -23 -24 24 -26 26 27 31 -30 -31 -32 -33 -34 -35 35 -37 -38 38 -40
leaf_value=0.00077199806902878733 0.0052217923709211335 0 0 0 -0.011609307983978462 0.00043916017499749313 -0.011714491034758674 0.013814641635461278 0 0.013293781791348172 0 0 0 0 0 0.01556540991591676 0 -0.0030708354473577976 0.00050633560228883112 -0.0095027348928619394 0.022430000708047029 -0.018125766358796362 0 0.0086499164969956587 -0.0027630973301608543 -0.012640034907983265 0 -0.0093056022067093021 0 0.0090763787956137081 0.0044588382082333998 0 0 0 0 0 -0.010057473891227416 0.00024140513787451317 -0.0045900112754120618
leaf_weight=1793.3517604619265 28.406506722094491 4.7480037763598375 1.8303168157290202 8.2452429209515667 59.238000563105743 14.74659401140525 40.134550800547004 9.9710355056740774 4.2025253310566768 44.976100692372711 1.0281452483031888 2.0000679223739999 0.15455448068678279 46.721510350747849 16.991645300760865 26.221695746455229 76.806606424914207 19.815714914308046 50.511875486226927 16.358942352118902 25.480908051278679 38.141446539830213 1.0992923514859274 16.063474390422925 14.479073100628741 41.251441337190045 26.966849190815992 30.597403741150632 5.6279071892422499 35.077491211954111 153.22657518128835 0.62194310811173537 0.67163671884918485 33.756371562860295 79.402805045625428 6.3658340456458964 31.096386910139699 993.46246156271809 216.71830078775383
leaf_count=1000816 31311 5015 1735 7802 53720 15914 36091 4106 4572 40771 916 1087 142 72386 18636 28327 94956 21647 57483 12306 18939 44090 1061 7840 15813 47097 25523 32434 4132 51035 146276 478 761 40115 94688 5321 31751 563763 223681
internal_value=0 9.77136e-05 0.0032425 0 -0.00666028 0 -0.00434593 0.0121297 0.00419322 0.0074643 0.0103924 -0.00925852 -0.00918009 -0.000300408 3.37113e-05 -0.00374936 -0.00803132 0.00193955 0.0024195 0.005153 0.00787916 -0.0154606 0.0200481 -0.00137999 0.000568417 -0.00245608 -0.00550772 0 0.00887162 0.00534821 0.00255233 -0.00696563 0.0120777 0.000781879 -0.000731955 -0.00317228 -0.0046939 0.00016037 -0.000503013
internal_weight=0 3194.81 121.792 3073.02 69.4833 109.99 55.0357 11.8014 54.9548 50.2068 46.0042 61.2381 40.2891 821.761 625.083 184.277 131.94 52.337 440.807 273.43 226.528 55.1331 26.5802 46.9015 30.5425 196.678 134.515 93.2637 32.5212 62.0443 199.948 31.2193 26.8933 62.1629 167.377 116.865 110.499 3003.53 1210.18
internal_count=2864537 1960131 109262 1850869 62609 103421 52147 5841 51274 46259 41687 54807 36233 904406 676413 212549 157682 54867 463864 274621 238662 62726 20000 35959 23653 227993 156567 109470 33220 76558 218662 32912 29088 71426 189243 131760 126439 1788260 787444
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=11086684 520 226 8390668 2099720 4 8978444 772 1 177 4211843 72 131 6 5243010 1186 10 262274 50 309 2107460
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=40
num_cat=16
split_feature=2 1 0 0 0 9 0 0 3 0 3 3 0 0 1 1 0 0 1 3 1 1 3 9 1 0 3 0 3 1 9 2 3 1 0 1 0 1 0
split_gain=0.0113615 0.14109 0.679033 0.900878 0.791908 0.479522 0.750015 2.05201 0.863718 0.735875 0.552992 0.52916 0.514987 0.490196 0.46164 0.367197 0.346349 0.343969 0.245967 0.381459 0.223894 0.214641 0.209503 0.179761 0.179645 0.151528 0.0938068 0.617712 0.323845 0.2406 0.126776 0.643231 0.692998 0.73862 0.504104 0.338126 0.321753 0.573853 0.287451
threshold=0 1 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 2 5.5000000000000009 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 23.500000000000004 5.5000000000000009 3 4 24.500000000000004 9.5000000000000018 5 5.5000000000000009 6 7 4.5000000000000009 8 9 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 9.5000000000000018 10 11 12 1.0000000180025095e-35 13 1.5000000000000002 14 1.5000000000000002 15 16.500000000000004
decision_type=9 1 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 2 1 1 2 1 1 2 2 2 2 1 1 9 2 1 2 1 2 1 2
left_child=1 2 4 23 -1 6 7 9 -9 20 13 -11 22 14 -7 16 -15 -5 -12 25 -3 -14 24 -4 -8 -20 30 -28 29 -29 31 35 36 34 -34 -2 37 -33 -35
right_child=26 5 3 17 -6 10 12 8 -10 11 18 -13 21 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 -32 32 33 38 -36 -37 -38 -39 -40
leaf_value=-0.0033397390621682402 0 0.0072785592525927761 0 0.0086614904402347488 0.0092050866522683846 0 0 0.02387721372844652 0 -0.0080126603069873344 0 0 0.0071031513361249719 0.012903463063784929 -0.012115261097583291 -0.003860479309514938 0 -0.0018308308941241181 0 0 0 0 0 -0.013145501462450734 -0.010939019403143759 0.014447169417671359 0 0 0 0.01616119971551723 -0.00024665157247125038 0 -0.0040571518664101738 -0.015821989511459682 0.0093140454813303384 0.01205171877636241 0 0.010592979882444641 0
leaf_weight=73.429741934527556 18.109861184588226 101.63010157290955 1.7730427280475851 14.154341142726482 50.550665421513258 35.163628156791674 8.0331571860442637 35.323845611783327 8.0892397735442483 85.149284960025398 8.8563417612822359 83.141974163319901 4.8021202025120147 12.49928153730434 78.288059476260969 8.8757679055779608 1.4963680968212418 8.6972508797334722 4.2745355679289849 7.5113228101399718 56.33937814093224 5.4985214368061843 6.1377079135563681 70.452062530392141 49.667131967980822 11.05603402967972 126.21725728396996 1.4276925261074209 1.0321745850087598 8.9650688027904817 2764.6084848763021 19.855646968651854 21.050927429205331 39.996187591401394 18.422448048251681 41.192723633066635 70.917161841440247 52.948200705701311 1.1291262418671966
leaf_count=95365 18930 118123 1672 13541 57379 38708 8066 30895 7390 90671 11770 87677 4093 12296 87771 8636 2137 8366 3895 7996 55807 5606 4484 75824 40743 10967 115146 818 668 3814 1673981 12336 21204 33715 13001 39695 16498 23735 783
internal_value=0 -0.000311372 -0.00240017 -0.00813764 0.000623764 7.76428e-05 0.00220154 0.00449963 0.0197395 0.000138231 -0.00343485 -0.00325531 -0.00416036 -0.00686736 -0.0094261 0 0.00738341 0.000219374 0.00206942 0.0065837 0.00529206 0.00168241 -0.00853659 -0.0130049 -0.0100927 0.0124744 9.51081e-05 0.00240214 0.0131327 0.0160327 0 0.00184125 0 -0.00702377 0 0.00872786 0.00291265 0.00675526 -0.0125819
internal_weight=0 830.891 219.057 95.0767 123.98 611.834 443.812 369.674 43.4131 326.261 168.021 168.291 74.1386 136.323 113.452 22.8714 13.9956 22.8516 31.6982 22.8419 157.969 10.3006 63.838 72.2251 57.7003 15.3306 3185.87 137.642 11.4249 10.3928 3048.23 283.622 224.32 80.5987 39.4734 59.3026 143.721 72.8038 41.1253
internal_count=2864202 889878 252147 99403 152744 637731 453555 390563 38285 352278 184176 178348 62992 149548 126479 23069 14433 21907 34628 22858 173930 9699 53293 77496 48809 14862 1974324 120446 5300 4632 1853878 179897 121272 68703 34205 58625 52569 36071 34498
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=24136835 772 9 10 225 72 89 42 8 128 34 4 798996 675 100 833
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=40
num_cat=18
split_feature=2 1 3 3 3 0 0 9 1 1 0 1 9 3 0 1 3 1 2 2 3 0 9 3 1 3 3 0 1 3 2 2 3 0 0 3 2 0 2
split_gain=0.00805177 0.216576 0.452014 0.188035 0.281604 0.280882 0.45499 0.352841 0.324311 0.258467 0.240626 0.185195 0.216206 0.11056 0.509377 0.327838 0.35829 0.259723 0.535409 0.438996 0.388155 0.134135 0.0904795 0.0855177 0.0850077 0.0833891 0.1056 0.0799553 0.0715831 0.501187 0.322715 0.303297 0.750669 0.473321 0.291115 0.276417 0.451919 0.24937 0.20525
threshold=0 1 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 5.5000000000000009 2 3 4 25.500000000000004 5 6 5.5000000000000009 7.5000000000000009 7 9.5000000000000018 8 9 10 8.5000000000000018 5.5000000000000009 11 9.5000000000000018 12 13.500000000000002 6.5000000000000009 22.500000000000004 13 4.5000000000000009 14 15 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 16 7.5000000000000009 17
decision_type=9 1 2 2 2 2 2 1 1 1 2 1 1 2 2 1 2 1 9 9 2 2 1 2 1 2 2 2 1 2 9 9 2 2 2 2 9 2 9
left_child=1 3 -3 5 11 9 8 10 -7 -1 -8 -5 27 28 17 -16 -17 19 -19 20 21 -15 -4 -20 -9 26 -21 -13 29 31 -31 35 -33 -34 -32 37 -37 -2 -30
right_child=13 2 22 4 -6 6 7 24 -10 -11 -12 12 -14 14 15 16 -18 18 23 25 -22 -23 -24 -25 -26 -27 -28 -29 38 30 34 32 33 -35 -36 36 -38 -39 -40
leaf_value=0 -0.0013565368602979049 0 0 0 0 0 -0.010362963469515733 0 0.0092307994043111432 -0.0056706663770493479 0 0.011150979492388673 0 0.013497130368369623 0 0.019624831538619488 0 0.0014258917214715538 -0.011869222192498004 0 0 0 -0.0078614018842863807 0 0.0045441736377161692 0 -0.0057666366699994764 0 0.0026065318760290796 0 -0.015077068270214149 0 0 -0.013602910356489134 0 -0.0013021637117738172 0.0045114207240319918 0.0043947334435625752 0
leaf_weight=22.474394180062518 592.36581283712076 212.38586370317717 1.0698812868722598 12.181115923267498 21.069647813841584 11.881054115510779 29.036328729416709 1.3512349408410955 59.695770979738882 103.04819757416044 3.8523442148289169 62.541723780188477 6.3384347006140151 31.655045559142309 1.7896817943255883 10.018336375971552 0.89336002976051609 8.2991053095320222 34.628812210314209 18.179048924721428 12.145560050703351 0.48167012256453645 80.415638228856551 5.9534008663904379 14.505418128668676 2.7944093293335746 27.243554537562886 0.34600501469685596 296.1110176186703 5.1685143766371766 27.634656849091702 149.41885774345428 40.119223605346633 50.997375657432713 2.082937709754332 89.612758708193724 322.45768793926982 43.606756118038902 1600.0610984560844
leaf_count=22336 300337 253023 2039 12590 19469 9273 22620 1224 54220 113154 4081 48218 6344 33144 1125 4353 590 7207 33961 13831 12972 469 115358 6044 14744 2418 22902 358 295811 4843 25755 138206 41267 53391 987 102077 238824 9481 815413
internal_value=0 -0.000277091 -0.00242077 0.000821993 0.00402824 0 0.00229764 -0.00107935 0.00719042 -0.00359971 -0.00682382 0.00667626 0.00790049 9.07912e-05 0.0024818 0.0120765 0.0136644 0 -0.00443514 0.00253115 0.00792695 0.0126164 -0.00765743 -0.00946947 0.00201203 -0.000370962 -0.00335228 0.00969303 0 -0.000597022 -0.00920794 0 -0.00307338 -0.00920142 -0.0111893 0.000593397 0.00263854 -0.000331515 0.000344545
internal_weight=0 642.193 293.871 348.322 102.477 245.845 120.322 48.7453 71.5768 125.523 32.8887 81.4073 69.2262 3373.72 154.082 12.7014 10.9117 141.381 48.8813 92.4993 44.2823 32.1367 81.4855 40.5822 15.8567 48.217 45.4226 62.8877 3219.64 1323.46 34.8861 1288.58 240.535 91.1166 29.7176 1048.04 412.07 635.973 1896.17
internal_count=2864459 699051 370420 328631 86979 241652 106162 42669 63493 135490 26701 67510 54920 2165408 139016 6068 4943 132948 47212 85736 46585 33613 117397 40005 15968 39151 36733 48576 2026392 915168 31585 883583 232864 94658 26742 650719 340901 309818 1111224
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=22563843 115 1 2 2 16 3 34 227 262172 2139016 8 2 195 2359312 303340 262156 10556168
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=40
num_cat=23
split_feature=2 3 0 0 1 0 1 9 2 2 3 9 3 1 9 2 1 1 1 3 3 3 0 1 2 0 2 9 3 3 9 1 0 9 1 0 2 3 2
split_gain=0.0164625 0.288851 0.464433 0.361122 0.88155 1.46736 0.840433 0.899707 0.69869 0.422744 0.377186 0.853473 0.267899 0.223528 0.214487 0.205781 0.174325 0.157368 0.145469 0.204265 0.125047 0.116428 0.103432 0.304653 0.603314 0.519964 0.433606 0.248906 0.265377 0.168826 0.108801 0.0917004 0.089936 0.0828747 0.62472 0.722659 0.881364 0.409336 0.329341
threshold=0 5.5000000000000009 7.5000000000000009 3.5000000000000004 1 16.500000000000004 2 3 4 5 2.5000000000000004 6 4.5000000000000009 7 8 9 10 11 12 8.5000000000000018 12.500000000000002 9.5000000000000018 9.5000000000000018 13 14 27.500000000000004 15 16 1.5000000000000002 4.5000000000000009 17 18 108.50000000000001 19 20 1.0000000180025095e-35 21 2.5000000000000004 22
decision_type=9 2 2 2 1 2 1 1 9 9 2 1 2 1 1 9 1 1 1 2 2 2 2 1 9 2 9 1 2 2 1 1 2 1 1 2 9 2 9
left_child=1 3 18 6 9 -6 10 8 13 12 11 -1 14 -8 -5 16 -9 -11 19 -3 -21 -4 33 26 -25 30 29 28 -28 32 -26 -10 -24 -2 35 38 -37 -36 -35
right_child=22 2 21 4 5 -7 7 15 31 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31 -32 -33 -34 34 37 36 -38 -39 -40
leaf_value=0.013879145724333143 0.00030788440466172901 0.007726876695931046 0.016252860091676612 0 -0.020932385880572571 0.0020201091550718854 0 0.0033288423368002073 0 0 0 0 0 0.01596656522004837 0.0115168324493716 -0.004560276469108125 -0.0028200744934841039 -0.0057094901509630383 -0.0028329395364581362 -0.0056706506792287923 0.0016804314884022458 0 0.012220277517434562 0 0 0 -0.010914880506247322 0.00010270676161662231 0 0 -0.015760371129124096 -0.0040740890819113643 0 0 -0.0074284650166376925 0.011338249405233838 -0.0017684645813768832 0 -0.0078602496396040378
leaf_weight=70.62101357618667 2698.8823869013813 21.040222768046082 3.5353600204107347 3.3326559044071473 34.470020351538551 5.2835473234881638 4.1667225614073686 56.76520559230994 9.2911442659678851 20.364828321842651 43.245782804275223 19.936000297355349 1.3606599679333147 25.527208731538853 28.09454187840311 281.54415494327259 44.369113671367813 28.917202805881971 34.075263154467393 6.0375341307662875 2.4517069134162739 0.3436520833056419 20.755267823646143 117.54159602899745 2.0194578966184054 7.7379034459445384 19.007011059205983 11.832831596067988 10.807406328473006 1.7034793669881754 32.365311656431004 15.247221147394159 0.35890246098278922 10.19593077641184 157.17803557148 82.197634958174604 22.083415714179864 29.687653926936036 30.469371068960754
leaf_count=64763 1763765 21297 2475 2825 34663 5532 4560 47103 10081 22719 45198 20291 1058 26681 20682 312524 40663 32525 33497 6968 2715 239 20217 19788 1856 7657 5954 5391 3602 1351 33768 14586 497 12055 101291 33515 24651 31445 24001
internal_value=0 0.000446383 0.00559344 0 -0.00457895 -0.0122657 0.00084406 -0.000854041 0.00716145 0 0.00698688 0.0102937 0.00706184 0.0133352 0.0105885 -0.00326996 0 -0.00258701 0 0.00351733 0 0.0150702 -3.9783e-05 -0.00202037 -0.00448648 -0.0111796 0.00078834 -0.00160601 -0.00625157 0.00817414 -0.016195 0 0.011432 2.69083e-05 -0.00123961 0.00217344 0.00726621 -0.00512581 -0.00387382
internal_weight=0 760.021 67.4837 692.537 121.823 39.7536 570.714 436.911 54.2323 82.0699 133.803 90.557 32.7879 29.6939 31.4272 382.678 101.134 49.282 63.6047 29.5295 8.48924 3.87901 3254.82 224.129 159.664 42.1227 64.4649 41.6472 29.8144 22.8176 34.3848 24.5384 21.1142 3030.69 331.812 144.946 104.281 186.866 40.6653
internal_count=2864449 773645 67191 706454 120004 40195 586450 456198 55908 79809 130252 85054 24565 31241 23507 400290 87766 55244 64477 30980 9683 2714 2090804 100081 63069 43281 37012 14947 9556 22065 35624 24667 20714 1990723 226958 94222 58166 132736 36056
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=8728860 457 548 12 274692 262156 5 8 4 8208 137 72 587 97 2097216 526882 1 8 266 3 676 2637890 2098850
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=40
num_cat=24
split_feature=2 0 1 9 0 0 1 1 9 3 3 9 9 9 1 1 3 0 0 1 0 3 2 0 3 3 2 0 3 1 9 2 2 1 2 2 9 1 2
split_gain=0.0232785 0.311385 0.62924 0.412747 0.666995 0.262153 1.51223 0.481198 0.359025 0.349793 0.277164 1.3419 1.14988 0.217178 0.413379 0.323292 0.310542 0.22285 0.092836 0.299541 0.52737 0.389743 0.272645 0.335756 0.53912 0.219921 0.226464 0.187457 0.102831 0.561887 1.04815 0.585356 0.456713 0.449253 0.843151 0.772639 2.26208 0.41215 0.400955
threshold=0 9.5000000000000018 1 2 32.500000000000007 3.5000000000000004 3 4 5 6.5000000000000009 1.5000000000000002 6 7 8 9 10 12.500000000000002 1.5000000000000002 9.5000000000000018 11 34.500000000000007 1.5000000000000002 12 16.500000000000004 5.5000000000000009 3.5000000000000004 13 48.500000000000007 1.5000000000000002 14 15 16 17 18 19 20 21 22 23
decision_type=9 2 1 1 2 2 1 1 1 2 2 1 1 1 1 1 2 2 2 1 2 2 9 2 2 2 9 2 2 1 1 9 9 1 9 9 1 1 9
left_child=1 5 -3 -4 -5 7 8 9 -7 10 12 -12 -1 15 -15 -9 -16 -17 28 22 21 -21 23 24 -20 26 -23 -22 33 38 32 -32 -31 35 37 36 -2 -35 -30
right_child=18 2 3 4 -6 6 -8 13 -10 -11 11 -13 -14 14 16 17 -18 -19 19 20 27 25 -24 -25 -26 -27 -28 -29 29 30 31 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.010274686352991499 0.017672441256857723 -0.00085856799229535132 0 0.021274546543248438 0 0.0068400558276453796 -0.014880156360936545 0.007744159289040136 -0.0012548795744312729 -0.00093534987029688169 0.012014437426443344 -0.0045355710342942727 0.0060136025893763427 0 -0.01037790411277981 0.00054564645754549975 0 -0.0064114242277365568 0.011974808357706713 -0.010169907175387306 0.0070698875927972943 0.0082437395819129084 -0.0027992234294327454 0 0 -0.0042122769989572035 0 0 -0.00063543561780288063 0.011333980245544703 -0.0010158722719991783 -0.012995746649385381 0 0 0.00021242804859073232 0 -0.0045488036661341207 -0.011826116330642407 0.0044060425987786844
leaf_weight=22.401901158795226 71.268330480841541 9.3972900778462645 4.8113775290112244 24.402515757210502 2.4681725531117982 53.527960235085629 35.162857787814573 16.611371189945203 7.5901850500376886 12.387864635413278 121.53876221187238 18.6530140604591 95.801468183177349 214.32457454306132 67.0578103183434 80.372283745746245 0.38893410260788996 23.413592918339418 48.749521671445109 97.880052534565039 9.5954588738240982 15.345051825759583 15.518707400595302 17.702688301797025 2.4634407773846752 9.6005789325281494 1.9018508187364247 3.1293873160029753 336.54917316819774 14.783700155981931 186.95429643357784 81.783814228074334 17.26644334640514 25.838117131330364 1583.7639257395822 404.10304744268797 31.211796322124428 55.228033380088164 174.33311170744491
leaf_count=22013 65922 6610 4800 24796 2706 52073 35160 16305 7684 12534 125292 19794 89304 226216 76882 81389 418 25422 15244 36361 2702 7809 14098 9735 590 5125 2246 3876 292799 19371 171814 114621 15481 30914 796452 151513 30216 67122 180779
internal_value=0 0.000501902 0.00684525 0.0115645 0.0151104 0 -0.00426365 0.000680895 0.0027692 0.00389539 0.0053755 0.00807778 0 -0.000976968 -0.00276022 0.000973673 -0.00787533 0 -7.56815e-05 -0.00193898 -0.0047032 -0.00776479 0.000371206 0.0046054 0.00852425 0 0.0056281 0.00156426 0 -0.000851431 -0.00417184 -0.00684473 0.00543393 0.000435831 -0.00021453 0.00297335 0.00942205 -0.00834808 0.000735344
internal_weight=0 810.312 41.0794 31.6821 26.8707 769.233 96.281 672.952 61.1181 270.783 258.395 140.192 118.203 402.169 281.771 120.397 67.4467 103.786 3204.97 221.887 137.452 124.728 84.4344 68.9157 51.213 26.8475 17.2469 12.7248 2983.08 811.671 300.788 268.738 32.0501 2171.41 1664.83 506.583 102.48 81.0662 510.882
internal_count=2864188 829398 38912 32302 27502 790486 94917 695569 59757 268937 256403 145086 111317 426632 303516 123116 77300 106811 2034790 97786 58119 51541 39667 25569 15834 15180 10055 6578 1937004 794865 321287 286435 34852 1142139 894488 247651 96138 98036 473578
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=8729372 515 2 333 558 3 3 2 6 385 16 163 2242 527456 453 12 5245025 19618 530 1081474 2116738 9 296 1050720
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=40
num_cat=24
split_feature=2 0 0 1 3 0 1 9 2 0 2 1 1 2 3 9 3 3 1 3 0 1 1 9 9 9 9 1 3 0 2 2 2 3 1 0 1 2 0
split_gain=0.0228035 0.151615 0.39156 0.223536 0.133784 0.132126 0.425525 0.489881 0.21346 0.173614 0.825418 0.842623 0.16454 0.237947 0.167322 0.16086 0.151321 0.129848 0.675989 0.322522 0.160279 0.406935 0.186958 0.173469 0.1246 0.115885 0.0851425 0.634922 0.344423 0.226184 0.415036 0.172461 0.101421 0.306158 1.16571 0.905555 0.10733 0.352735 0.241978
threshold=0 15.500000000000002 9.5000000000000018 1 3.5000000000000004 19.500000000000004 2 3 4 9.5000000000000018 5 6 7 8 5.5000000000000009 9 2.5000000000000004 3.5000000000000004 10 10.500000000000002 4.5000000000000009 11 12 13 14 15 16 17 6.5000000000000009 1.0000000180025095e-35 18 19 20 2.5000000000000004 21 1.5000000000000002 22 23 2.5000000000000004
decision_type=9 2 2 1 2 2 1 1 9 2 9 1 1 9 2 1 2 2 1 2 2 1 1 1 1 1 1 1 2 2 9 9 9 2 1 2 1 9 2
left_child=1 2 17 25 -4 9 8 -8 15 26 11 -11 13 14 -12 -7 -14 20 -19 -20 22 -22 23 -1 -24 -3 27 29 -29 31 -31 -2 33 35 -35 -28 37 -34 -38
right_child=5 3 4 -5 -6 6 7 -9 -10 10 12 -13 16 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 -26 -27 32 28 -30 30 -32 -33 36 34 -36 -37 38 -39 -40
leaf_value=-0.00087244876858483538 0 0 -0.012973452788871954 0 0 0.0074089426049769244 0 -0.013767217185276568 -0.0021494426478011535 0.018769203446325627 0.0078352811460719041 0 -0.0054070062398457342 -0.00011034400386843087 0 0 0 0.0022040800144528163 -0.015301223815542312 0 0 0.0092945079090595382 0 0.0034640108204688318 -0.0045215177578145629 0.0095903805916722189 0 -0.015502011547331699 0 0.0093695026225501001 0 -0.0059666151109613345 -0.0050860554860410485 0.0039819857624920343 -0.0075430407516877511 0.00741701941531887 0.0014126704798484997 0 -0.0013332552304242977
leaf_weight=14.466443321878614 3.3435664781864034 1.0363491871030419 9.0400763156503654 3.3079064488701979 1.5356775784748595 29.938299455912784 6.7740533590258565 19.01280227772077 5.9839843594818367 18.081307154563547 48.239091894582089 10.489823600975798 69.32711605681834 15.035488718916893 3.0336240867618463 2.4018147943133945 11.434394919662735 12.828961371589683 23.087522854546481 1.9960457139241032 7.8964236194951809 25.796602742273535 9.4172907576430589 127.1035055510747 103.37337617344747 8.3391788389562826 304.74541988310375 19.661036746343601 0.84954460524022479 33.57468728692038 4.9142982462362843 8.9024600245320453 125.34543220652267 132.0217770511299 120.01086050698359 208.17353191859729 1015.810449248278 1105.5109207026653 343.81727652250265
leaf_count=19143 3672 829 7424 2615 1168 5782 5511 14260 6445 18168 19858 8979 19853 14537 890 1072 3856 13745 44542 1986 7351 18374 9501 149632 94490 5805 324554 20278 936 11996 5310 7173 134579 128985 127233 222744 738717 493575 148564
internal_value=0 -0.00068478 -0.00189583 0.00300745 -0.0113565 0.000110818 -0.00338047 -0.00900167 0 0.000283257 0.00313847 0.0122439 0 0.00186525 0.00552591 0.00515471 -0.00324999 0 -0.00435256 -0.0109403 0.000193326 0.00503497 0 0.00127405 -0.00321049 0.00728639 2.4151e-05 -0.00254833 -0.0108221 0.000786486 0.0058058 -0.000621878 0.000196432 0.00119298 -0.000787073 0.00273019 0 -0.000765085 0.000485123
internal_weight=0 349.225 336.542 12.6834 10.5758 3666.43 64.111 25.7869 38.3241 3602.32 175.641 28.5711 147.07 66.3082 51.2727 32.3401 80.7615 325.966 37.9125 25.0836 288.054 33.693 254.361 141.57 112.791 9.37553 3426.68 71.2456 20.5106 50.735 38.489 12.246 3355.44 764.952 252.033 512.919 2590.48 1230.86 1359.63
internal_count=2864132 376605 367356 9249 8592 2487527 33070 19771 13299 2454457 86141 27147 58994 35285 20748 6854 23709 358764 60273 46528 298491 25725 272766 168775 103991 6634 2368316 49365 21214 28151 17306 10845 2318951 803516 256218 547298 1515435 628154 887281
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=24134657 188 75 12 787026 8464652 236 481 706 3 960 400 60 4 4 4 8 29 8390874 297224 791218 301 300 8398848
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=40
num_cat=13
split_feature=2 11 0 1 3 1 0 3 3 0 3 0 0 0 3 3 1 1 0 1 0 1 2 3 2 3 1 2 3 0 0 0 3 0 1 3 0 3 0
split_gain=0.012945 0.127188 0.161569 0.195088 0.155556 0.109741 0.18473 0.381564 0.23041 0.105544 0.343153 0.38866 0.352322 0.379966 0.351817 0.333194 0.137068 0.097594 0.0970675 0.307348 0.119202 1.03612 0.443974 0.273928 0.239164 0.111261 0.110282 0.289499 0.237846 0.669137 0.39976 0.223306 0.160856 0.0874196 0.0861635 0.138927 0.075015 0.064212 0.170956
threshold=0 1 3.5000000000000004 2 6.5000000000000009 3 3.5000000000000004 7.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 13.500000000000002 8.5000000000000018 2.5000000000000004 5.5000000000000009 3.5000000000000004 4 5 19.500000000000004 6 9.5000000000000018 7 8 7.5000000000000009 9 6.5000000000000009 10 11 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 21.500000000000004 12 2.5000000000000004 46.500000000000007 5.5000000000000009 10.500000000000002
decision_type=9 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 1 9 2 9 2 1 9 2 2 2 2 2 2 1 2 2 2 2
left_child=1 18 3 -3 -5 9 7 8 -7 15 11 -11 13 -12 -15 16 -2 -17 20 -20 26 22 -22 -24 -23 -26 27 31 30 -30 -28 -1 -29 -14 35 -4 -21 38 -8
right_child=5 2 34 4 -6 6 37 -9 -10 10 12 -13 33 14 -16 17 -18 -19 19 36 21 24 23 -25 25 -27 28 32 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.00433818986792404 0 0 0 0.013705859635296989 0 0 0.0054717618216883869 0.0027494748061497676 -0.0084363752180635302 -0.0077328960303553063 0 0 -0.0049573718128034785 0.01446676159636052 0 0 0.0054865557021866037 -0.0043371459967810177 0 -0.011495687463424243 0 0 0.014087618428971414 0 -0.0075922828561450183 0 -0.00088195753516877588 -0.00047172710316543292 0 -0.0062510620789509603 0.0041692556112681847 0 0.003226984615926365 0 -0.0037032156789375218 0.007308631051605799 0 0 0
leaf_weight=265.02710241731984 19.119024136758526 2.4169423508574255 2.3095110090216626 10.400225478078937 0.56476250186096955 131.36958703576965 48.546021737885894 6.96983073913725 95.48989405897737 84.778482224544859 14.340955319497878 12.249679902983187 6.8182464948768011 24.147488644188346 4.0850572746057869 6.3916919860948838 141.95400574042833 23.758871503177946 42.156642131652916 12.847266386350382 10.015179467736742 10.493419430888023 71.155127561301924 0.93931751974741828 59.635444220577483 1.2443645335442841 409.32146600350825 1411.2228749657152 511.41572857592473 220.36808029802341 184.21939700315124 43.127393656788627 93.67189868605783 1.5164953590283401 8.6598805040121061 0.74693208871758532 2.8090915476204819 2.9028245900844913 18.74177946857526
leaf_count=274687 22022 1485 651 5463 646 138496 36134 5173 89367 86772 18384 12857 6827 29462 5174 14398 170595 33200 13436 8522 11410 10506 27906 331 15459 436 324731 523144 539064 199764 101129 39429 74614 1652 2173 284 3129 1974 13341
internal_value=0 5.74819e-05 0.00482589 0.0081745 0.00975494 -0.000415892 -0.00187364 -0.00342293 -0.0050795 0.000159411 -0.000615043 -0.00484096 0.00253991 0.00743753 0.011584 0.00212401 0.00463596 -0.00192725 0 -0.00329966 6.62708e-05 0.0025644 0.00923773 0.0118684 -0.00320986 -0.00601705 0 0.000420214 -0.00075371 -0.00201465 0.000329846 0.00304306 0 -0.000893913 0 0.00212443 -0.00850887 0 0.00256909
internal_weight=0 3374.77 25.0983 13.3819 10.965 643.18 304.02 233.829 226.859 339.16 147.936 97.0282 50.9082 42.5735 28.2325 191.224 161.073 30.1506 3349.67 57.813 3291.86 153.483 82.1096 72.0944 71.3732 60.8798 3138.37 1813.05 1325.32 731.784 593.541 308.154 1504.89 8.33474 11.7163 3.05644 15.6564 70.1906 67.2878
internal_count=2864227 2178399 10702 7594 6109 685828 284485 233036 227863 401343 161128 99629 61499 53020 34636 240215 192617 47598 2167697 25087 2142610 66048 39647 28237 26401 15895 2076562 911874 1164688 738828 425860 314116 597758 8479 3108 935 11651 51449 49475
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=8727036 1 24 236 64 4 89 436 176 8456228 527 272560 56
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=40
num_cat=14
split_feature=2 1 0 0 0 3 3 0 1 9 3 0 2 1 1 9 3 3 9 0 0 3 3 0 0 0 3 9 9 3 2 3 0 0 3 0 0 2 1
split_gain=0.0152698 0.177533 0.336707 1.76964 0.157471 0.136223 0.128495 0.11264 0.409964 0.852416 0.259273 0.224277 0.555839 0.69179 0.280496 0.144617 0.289281 0.10986 0.116561 0.0854335 0.47027 0.401997 0.158515 0.101375 0.0747909 0.335153 0.32078 0.189765 0.0729049 0.0698634 0.0687264 0.0696284 0.058136 0.132402 0.0494377 0.0483723 0.0370438 0.0192394 0.0187247
threshold=0 1 1.5000000000000002 2.5000000000000004 47.500000000000007 9.5000000000000018 5.5000000000000009 19.500000000000004 2 3 5.5000000000000009 9.5000000000000018 4 5 6 7 2.5000000000000004 5.5000000000000009 8 1.5000000000000002 2.5000000000000004 2.5000000000000004 18.500000000000004 24.500000000000004 38.500000000000007 25.500000000000004 1.5000000000000002 9 10 5.5000000000000009 11 1.5000000000000002 27.500000000000004 3.5000000000000004 9.5000000000000018 23.500000000000004 39.500000000000007 12 13
decision_type=9 1 2 2 2 2 2 2 1 1 2 2 9 1 1 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 9 2 2 2 2 2 2 9 1
left_child=1 19 6 5 -5 -4 -3 11 24 30 -11 38 13 -13 17 -16 -17 18 -14 28 22 32 -21 34 25 37 27 -27 -1 -30 31 35 33 -22 -23 -10 -34 -9 -2
right_child=7 2 3 4 -6 -7 -8 8 9 10 -12 12 14 -15 15 16 -18 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 29 -31 -32 -33 36 -35 -36 -37 -38 -39 -40
leaf_value=0 0.00044595764427312733 -0.0068715495106930705 0.015585442738009062 -0.0081451076235350174 0 0 0 0 0 -0.021756675138135971 0 0.016681650622642631 0.0086467679047661367 0 0 -0.0080454777491619188 0 0 0 -0.0091328305223645195 0 0.010242062020591518 0 0 0 0.012765383065304517 0 0 0.0031069636611194412 0 0 0 0.0034075928422190797 -0.0046548447060860689 0 0.0082704299499942336 0 -0.0020931244117432884 -0.00012787733017791039
leaf_weight=4.7701170106811333 692.30652315515181 110.6159544495822 28.805482854353617 65.70272574579576 0.99932318420905986 0.41672168238437635 8.2617724070150853 13.761227807408432 0.29998183928546529 13.419868067023344 0.42672593347379084 18.262878941022791 12.370183093524247 10.323929571284681 13.159538395673733 63.664201550032885 12.1383769075328 2.9188644227106115 34.430549355616677 42.581761466437456 20.386841933783217 25.242691952102184 0.069054804363985478 0.52714455594832443 4.7051643939921624 16.487278607382908 1.4260824310476881 2.203611321339852 211.38052404895097 12.06023636888858 2.3350270799419377 0.53029544925084326 1.9021260177250945 57.93805477580463 1.1829918863804767 1.4019774512271395 1.5930735258589264 3.9137298206042042 2504.3748724829784
leaf_count=6655 426564 123256 26953 60468 1046 425 8877 830 374 12877 418 18066 7414 8884 3748 20468 4400 1225 15579 44464 19069 22177 68 544 3263 2452 903 744 255892 17226 1623 614 1101 42232 931 1850 1546 3672 1695280
internal_value=0 -0.000487097 -0.0027376 0 -0.00702659 0.0147714 -0.00599724 2.50233e-05 -0.00329939 -0.00933406 -0.0164803 0.000202317 0.00347467 0.0107595 0 -0.00322066 -0.00500107 0.00404401 0.00598382 0.000210931 -0.000426314 0.00138678 -0.00784287 0.00867582 0 0.00332151 0.0090442 0.0122505 0.00180417 0.00244087 0.000946194 0.00418229 -1.48912e-05 -0.00231669 0.00969221 0.0072453 0 0 0
internal_weight=0 594.437 214.802 95.9243 66.702 29.2222 118.878 3424.86 60.911 18.4139 13.8466 3363.95 167.269 28.5868 138.682 88.9621 75.8026 49.7196 46.8007 379.635 151.424 108.773 42.6508 26.9528 42.4971 37.7919 20.117 18.6909 228.211 223.441 4.56728 2.23225 81.8201 78.3249 26.4257 1.70196 3.4952 17.675 3196.68
internal_count=2864178 632930 221025 88892 61514 27378 132133 2231248 29620 17756 13295 2201628 79784 26950 52834 28616 24868 24218 22993 411905 132132 87600 44532 23652 11864 8601 4099 3196 279773 273118 4461 2838 63948 61301 23108 2224 2647 4502 2121844
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=24929793 205 27 12 8456460 236 353 12 6 9 8 8390704 64 530
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=40
num_cat=18
split_feature=2 1 0 3 2 2 0 1 3 3 1 2 3 0 2 0 0 0 3 0 3 3 0 3 0 2 2 1 0 3 0 2 1 2 3 2 1 2 1
split_gain=0.00537388 0.0736114 0.190265 0.472023 0.339366 0.274459 0.278305 0.677371 0.824171 0.67025 0.237233 0.203099 0.229291 0.168177 0.157476 0.415797 0.400223 0.418059 0.358777 0.277492 0.216495 0.244775 0.214273 0.140863 0.161582 0.135696 0.118395 0.0643704 0.213816 0.059001 0.406246 0.3822 0.315546 0.295961 0.247059 0.345068 0.58561 0.12405 0.217691
threshold=0 1 7.5000000000000009 2.5000000000000004 2 3 1.5000000000000002 4 2.5000000000000004 2.5000000000000004 5 6 6.5000000000000009 8.5000000000000018 7 2.5000000000000004 1.5000000000000002 7.5000000000000009 3.5000000000000004 14.500000000000002 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 8 9 10 6.5000000000000009 5.5000000000000009 6.5000000000000009 11 12 13 8.5000000000000018 14 15 16 17
decision_type=9 1 2 2 9 9 2 1 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 1 2 2 2 9 1 9 2 9 1 9 1
left_child=29 2 5 4 -4 27 9 8 -8 10 -7 12 13 -5 16 22 18 23 -3 20 -17 -22 -16 24 -18 -11 -9 -2 -29 -1 32 -32 33 -31 35 36 -34 -36 -39
right_child=1 14 3 11 -6 6 7 26 -10 25 -12 -13 -14 -15 15 19 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 30 31 -33 34 -35 37 -37 -38 38 -40
leaf_value=0 0 0.009285513463152319 0 0 -0.01214333462410893 0 0.016508280174048432 0 0 0.0045370495871059537 -0.010183622691381348 0 0 0.013501133428402945 0 0 0 0.00096266292200255447 0 -0.0040236271735352783 0.0093929024093118377 0 -0.0086021683245019308 0 -0.01169751409165623 0 -0.0053066845729403053 0.0059179432827139375 0 0 0 0.012980418654265267 0 -0.009644718421854357 4.5619521688419011e-05 0 0.013112897477996308 0 -0.0083797559344774616
leaf_weight=3034.0286431195709 42.034865129244281 49.569699628758826 16.714344673862797 1.5685575272655095 21.39408881503914 13.935323997022351 29.190042673937569 17.591538351334748 14.153119099682952 32.654525883888709 66.838020501338178 3.7679647269687839 1.1101822050404733 6.0834050654666498 96.717695482146155 28.045944554833113 13.939430575672302 13.538186520367161 8.0276924837089592 8.5446949843462772 46.749224159100777 4.2848670812527407 88.121477711665648 0.20752374280709673 27.692181141639594 13.255558665638089 21.21405097884417 165.2855912009145 2.8980940625624489 2.9554956807696726 2.0860743550292682 10.329806053196078 16.245259542782151 24.152227240250799 6.9750270342046861 11.389043273549758 36.846158882093732 5.2795421404589433 12.372426335583446
leaf_count=1827107 44048 48914 14585 863 15953 12432 27929 7837 14999 22913 84787 3030 572 2982 140215 34736 13030 8628 8820 10925 54687 4990 111001 143 20252 13119 17241 178703 2352 3013 2343 4163 15283 22436 7632 11491 32890 4615 12467
internal_value=0 -0.0002318 0.000131574 -0.00348114 -0.00911571 0.00144255 -4.66674e-05 0.00238898 0.00912682 -0.00369876 -0.00886599 0.000943851 0.00651368 0.0114027 -0.00135049 -0.0027537 0 -0.00292296 0.00611243 0.000256374 0.00444853 0.00730445 -0.00554176 -0.00823322 -0.009362 0.00135136 -0.00244572 0.0038342 0.00463649 4.19738e-05 0.0019378 0.0104795 0 -0.00617595 0.00214822 0.00574324 0.00839908 0 -0.00463846
internal_weight=0 855.128 469.689 50.6385 38.1084 419.051 208.832 82.1488 43.3432 126.683 80.7733 12.5301 8.76214 7.65196 385.439 272.464 112.975 55.3773 57.5974 87.6247 79.08 51.0341 184.839 41.8391 41.6316 45.9101 38.8056 210.219 168.184 3162.66 128.631 12.4159 116.215 27.1077 89.1075 64.4805 53.0914 24.627 17.652
internal_count=2864126 920686 464345 37985 30538 426360 201257 68006 42928 133251 97219 7447 4417 3845 456341 356554 99787 42053 57734 105338 94413 59677 251216 33425 33282 36032 25078 225103 181055 1943440 116333 6506 109827 25449 84378 59664 48173 24714 17082
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=10564476 339 524290 280705 336 2 787458 4457472 32770 525312 64 2097704 540 24 2106184 96 8397348 96
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=40
num_cat=21
split_feature=2 8 1 2 9 0 2 3 1 9 3 0 1 0 3 2 1 2 0 2 2 2 1 0 2 0 3 2 3 0 3 9 3 2 0 0 3 3 1
split_gain=0.0114492 0.0941052 1.29657 0.858223 0.675653 0.746259 0.383863 0.202226 0.105524 0.348188 0.846666 1.05442 1.14845 0.838429 0.793203 1.01171 0.769257 1.01761 0.476608 1.29605 0.880636 0.299859 0.286795 0.221317 0.647659 0.580989 0.452235 0.330705 0.32942 0.289914 0.245486 0.179446 0.176905 0.152874 0.0697318 0.743402 0.548832 0.161542 0.414824
threshold=0 1 2 3 4 12.500000000000002 5 14.500000000000002 6 7 2.5000000000000004 2.5000000000000004 8 20.500000000000004 3.5000000000000004 9 10 11 3.5000000000000004 12 13 14 15 2.5000000000000004 16 5.5000000000000009 3.5000000000000004 17 4.5000000000000009 9.5000000000000018 5.5000000000000009 18 5.5000000000000009 19 13.500000000000002 10.500000000000002 3.5000000000000004 3.5000000000000004 20
decision_type=9 1 1 9 1 2 9 2 1 1 2 2 1 2 2 9 1 9 2 9 9 9 1 2 9 2 2 9 2 2 2 1 2 9 2 2 2 2 1
left_child=34 8 6 4 -4 7 -3 -6 23 14 11 12 -11 -13 18 -16 21 -18 19 -10 -20 -12 -17 27 29 26 -26 30 31 32 -2 -29 -25 -27 35 37 -37 38 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 10 16 13 -14 -15 15 22 17 -19 20 -21 -22 -23 -24 24 25 33 -28 28 -30 -31 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.0046652770039119574 -0.0044592047029714775 0 0 -0.00030715793216776872 0.025097080923187409 0 -0.011621102804217175 0 0.0046570820272455312 0.00058626829976266546 0.006886396848550691 0.0052595958868754461 -0.0063984070100719147 -0.007239955773181578 -0.0017467455720501927 0 0 -0.012061181803051928 0.0028015363142200591 -0.0068725150925189708 -0.0093420892003441402 -0.00094206625592961493 0.016338805405840384 0.010639749373184638 -0.0092357258241192834 0.002152031915382499 0 0.004361848969608559 -0.0021223363168224006 0 0.0015311808239349451 0 0 -0.0037271705325826799 0.0015531852190774995 -0.01763794276406189 0 -0.0032100671268570254 -0.0005756184362927533
leaf_weight=154.82405911036403 109.1603155429766 3.785393527141423 3.4150502096454147 9.1420622938894649 40.108403336605988 1.4283123751520168 14.244140245631572 0.36236630924395186 336.13462984639773 420.20936925717979 24.536221484820999 399.54337238791049 349.58712107400061 16.218576440442121 15.972990785237924 8.9779633833095431 49.158593490796193 166.64204393435648 32.929830857421621 80.235310515021411 98.91649884164508 17.535906055643864 49.340782556268096 40.469169691379648 137.58342557825381 137.46624364452146 15.84023493551649 499.29418440413428 34.326795604414656 5.6130723964015479 14.301887432331567 183.52175729716691 1.7975392780499522 10.882582650752736 30.001114006503485 13.674263499589872 2.3906342041154849 104.16795148455822 384.98856318428807
leaf_count=161819 123467 4151 1647 8410 15791 445 10325 227 197971 173314 24922 164622 318774 10333 17759 9661 51540 163063 35735 89210 30705 18359 48704 44672 66447 33820 11478 291023 33668 5130 13033 111573 1774 10564 25974 13802 1384 117408 401484
internal_value=0 3.44867e-05 0.00303669 0.0108035 0.0156546 0.019279 -0.00705235 0.0244526 0 -0.000485992 -0.00142838 0 -0.00240428 0.00364456 0.00120065 0.00923872 -0.00632425 -0.00864267 0 0.00140101 -0.00490252 0.00109927 0.0138457 0.000673377 -0.000892668 -0.00335476 -0.00729912 0.00168541 0.00266798 0.00577679 -0.00154599 0.00344628 0.00926871 0 -0.000389025 -0.000981383 -0.0132593 0 0.000639293
internal_weight=0 3328.68 72.4857 54.4562 45.3141 41.8991 18.0295 40.4708 3256.2 2065.94 1443.43 1185.56 769.796 415.762 622.508 74.2917 257.873 215.801 548.216 416.37 131.846 42.0721 58.3187 1190.26 349.652 301.772 153.424 840.605 717.143 47.8798 123.462 682.816 42.2667 148.349 690.047 660.045 16.0649 643.981 539.813
internal_count=2864188 2142317 40996 26520 18110 16463 14476 16018 2101321 1354672 924927 667043 492088 174955 429745 76124 257884 214603 353621 287181 66440 43281 58365 746649 173885 122309 77925 572764 436264 51576 136500 402596 46446 44384 721871 695897 15186 680711 563303
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=24921091 1 777 8454848 4 34848 777 6 6 8458504 32 71936 8462668 76464 736 32 556 98348 9 8388944 480
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=40
num_cat=23
split_feature=2 6 1 2 3 1 0 3 2 0 1 0 0 3 3 0 2 2 3 1 1 3 0 9 0 1 2 3 6 1 3 2 1 9 1 9 0 8 9
split_gain=0.00826497 0.490286 0.918527 1.15646 0.901259 0.731787 0.837013 0.945117 0.893231 0.597216 0.830971 0.450864 0.881197 0.735896 0.417642 0.484693 0.71225 0.388598 0.386572 0.378496 0.351226 0.345929 0.257267 0.232498 0.253225 0.222652 0.215104 0.178061 0.158379 2.53075 3.0492 3.96196 1.78778 1.8712 1.69317 1.59753 1.82807 1.58846 1.53619
threshold=0 1 2 3 9.5000000000000018 4 1.0000000180025095e-35 4.5000000000000009 5 3.5000000000000004 6 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 4.5000000000000009 4.5000000000000009 7 8 1.5000000000000002 9 10 1.5000000000000002 6.5000000000000009 11 107.50000000000001 12 13 6.5000000000000009 14 15 1.0000000180025095e-35 16 17 18 19 20 3.5000000000000004 21 22
decision_type=9 1 1 9 2 1 2 2 9 2 1 2 2 2 2 2 9 9 2 1 1 2 2 1 2 1 9 2 1 1 2 9 1 1 1 1 2 1 1
left_child=1 5 11 21 23 14 7 8 19 17 18 -3 13 -13 15 16 -1 25 -11 -7 -19 -4 -12 -5 -25 -8 -17 -23 32 30 31 34 35 -34 -30 -2 -37 -38 -31
right_child=28 2 3 4 -6 6 9 -9 -10 10 22 12 -14 -15 -16 26 -18 20 -20 -21 -22 27 -24 24 -26 -27 -28 -29 29 38 -32 -33 33 -35 -36 36 37 -39 -40
leaf_value=0 0.0024908764918278857 0 -0.0011419109802829985 0 0.00083955549003772055 0.0049391337842545451 -0.00082218388322676103 -0.00048642263327968805 0.01772166638413673 0.017555321837616846 -0.0079374727397223399 0.019918859019448565 0 0 0.0027859239150226562 0.0061440862336795687 -0.012993384395820769 0 0 -0.0055740549765950905 -0.0092281842873606756 0.008972414932676814 0 -0.015252662877271034 0 0.0058159159951753246 -0.0017899220260322317 0 0.023968290305448177 0.002931230895140515 -0.0029287726282071769 -0.0097756598821234653 0.0044185325436821602 -0.0037367062924692795 0.0053722894713201562 -0.0023348870019496769 -0.017051783946237613 0.0039716300627959198 -0.0067718779136263958
leaf_weight=23.526560857128061 197.73181155966813 26.325938391921227 41.808809283116716 2.6492989155085525 4.7063594022765747 40.976458243902016 15.445935401687166 16.21093511734216 75.50810715292755 27.82256933831377 13.43913882673951 27.533768665765823 12.655220817730877 1.8733318778104138 12.801444239550618 12.747729339520447 59.975241680491308 22.310009145207005 22.537021858115622 18.240408307756297 72.343604239293199 35.141518860742508 10.484619608570936 133.9635414940858 0.16797115566441689 25.187800964849885 9.8863109450030606 2.9807621971995095 116.23351928393095 173.28762999456376 213.82814972183405 40.889197706608684 808.61939858314872 351.29934215296817 225.90701391683251 503.53156584399312 181.52856824918126 5.5109578609553855 432.33634772879304
leaf_count=24362 114434 35782 38267 3474 4636 48113 16494 16274 64153 30748 16043 25644 14628 2235 13490 14431 62993 26827 24372 22135 71655 36802 11356 154364 227 26425 10381 2011 28027 138632 205073 41691 484677 228404 85232 338853 60831 1565 318380
internal_value=0 0.000174328 -0.00247068 -0.00592847 -0.0107641 0.00241678 0.0048176 0.00994737 0.012884 0 0.00637564 0.00424096 0.0096108 0.0161362 -0.0025058 -0.00600509 -0.00927123 -0.00323817 0.0117193 0 -0.00645188 0.000865023 -0.00147177 -0.0136868 -0.0138842 0.000415955 0 0.00713045 -0.000132825 0.000644966 0.00528896 0.0106105 -0.000737167 0.00165635 0.0143224 -0.00411447 -0.00644925 -0.0145868 -0.00352126
internal_weight=0 769.25 289.807 221.418 141.487 479.444 360.507 150.936 134.725 209.571 74.2833 68.3883 42.0623 29.4071 118.937 106.136 83.5018 135.287 50.3596 59.2169 94.6536 79.9311 23.9238 136.781 134.132 40.6337 22.634 38.1223 3250.7 1202.48 596.858 383.03 2048.22 1159.92 342.141 888.303 690.571 187.04 605.624
internal_count=2864121 818322 318070 239781 162701 500252 374595 150675 134401 223920 82519 78289 42507 27879 125657 112167 87355 141401 55120 70248 98482 77080 27399 158065 154591 42919 24812 38813 2045799 817035 360023 154950 1228764 713081 113259 515683 401249 62396 457012
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=9019964 2 56 32788 56 66060 325 66060 630792 133 518 8 68 65584 2 604 2102464 588 1 8 10 1 6
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=40
num_cat=21
split_feature=2 0 1 2 0 0 2 0 1 0 0 2 2 3 2 3 3 1 1 3 2 0 2 3 0 1 3 0 1 3 1 0 2 1 3 2 1 2 1
split_gain=0.0221712 0.129482 0.526439 0.413591 0.272964 0.221567 0.192734 0.169763 0.124998 0.366226 0.435326 0.457395 0.282703 0.250771 0.227496 0.35455 0.191823 0.352327 0.336873 0.428248 0.293899 0.109238 0.0874505 0.0725703 0.070569 0.616038 0.814971 0.0940057 0.50124 0.18082 0.125751 0.397208 0.556092 0.455536 0.380573 0.407199 0.396093 0.363784 0.662882
threshold=0 8.5000000000000018 1 2 37.500000000000007 10.500000000000002 3 46.500000000000007 4 7.5000000000000009 5.5000000000000009 5 6 5.5000000000000009 7 2.5000000000000004 1.0000000180025095e-35 8 9 8.5000000000000018 10 1.0000000180025095e-35 11 1.5000000000000002 12.500000000000002 12 1.5000000000000002 10.500000000000002 13 6.5000000000000009 14 1.5000000000000002 15 16 2.5000000000000004 17 18 19 20
decision_type=9 2 1 9 2 2 9 2 1 2 2 9 9 2 9 2 2 1 1 2 9 2 9 2 2 1 2 2 1 2 1 2 9 1 2 9 1 9 1
left_child=1 8 4 -4 6 -5 -3 -7 9 10 14 -12 -10 -13 15 -1 17 22 19 -18 -19 -16 -14 -20 27 -26 -27 30 29 -29 34 37 -33 -34 35 -2 -36 -32 -39
right_child=24 2 3 5 -6 7 -8 -9 12 -11 11 13 16 -15 21 -17 18 20 23 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 31 32 33 -35 36 -37 -38 38 -40
leaf_value=0.0075225174398634914 0 0 0.0029563061479465566 0 0 -0.013119532675091762 0.013057540007638794 0 -0.0040400713730933289 -0.006400734383484318 0 0.019075766476346873 0.0035791220467692865 0 0.00018351072323963529 0 0.0077067116434037953 0 0.00091376942177841247 -4.9212636824995321e-05 -0.0083804080010794948 -0.0026259428185923719 0 -0.0020825968105212351 0.0014013604889377359 -0.01521328946990342 0 0.013159597912109489 -0.00072048264823534251 0 -0.0035365814198126976 0.0029873781125608666 0 -0.0063421656029735976 0 0.0048985289295849447 -0.0083874425364546517 0.0043700732233139892 -0.00095648306218602038
leaf_weight=76.937092348009173 882.26630498623854 12.595356497389728 9.5297129834361822 7.2678681949037154 2.1402032847399814 18.331070383508635 31.588744762280839 1.3967163687921118 163.09608771433705 6.3209020175854667 3.1778399453032762 16.178091335525103 43.012987493784749 0.62842646162607607 112.71979819693661 41.926122589546139 124.05881008586948 51.217793592950329 38.361961644994153 7.0132418875000431 63.635538537928369 133.23759380386764 6.7415049005503525 124.15960960100347 66.105597475143441 37.810749288611987 14.431065894808851 20.916629772938908 22.240595939932973 0.67811484530102362 128.90290450763132 58.86311443678278 219.42381906468654 317.58941430975392 152.32209583546319 218.19160461519277 43.903618822514545 371.09905435239853 367.28349348315714
leaf_count=83260 306025 11323 10220 8348 2499 23181 27646 1716 169218 7307 3308 18405 46845 809 124499 45392 133921 52591 42844 8435 56897 144631 7416 133379 16869 15702 7461 5426 8452 168 120464 41179 87978 139741 158046 228755 36672 227717 299365
internal_value=0 0.000366956 0.00358336 -0.00071442 0.00879304 -0.00747953 0.0117709 -0.011539 0 0.00133592 0.00267217 0.0120063 -0.000852467 0.0143999 0.000527588 0.00384459 0 -0.00190173 0.00193724 0.00517598 -0.0051199 -0.000358312 0.00136754 0 -0.000152449 -0.00228531 -0.00853964 0 0.00347427 0.00976329 -0.000132288 -0.000835345 -0.00282051 -0.00409113 0.000438844 0.00137055 -0.00292962 0.000233632 0.00142215
internal_weight=0 1095.27 82.8497 36.5254 46.3243 26.9957 44.1841 19.7278 1012.42 391.126 384.805 19.9844 621.298 16.8065 364.821 118.863 458.201 164.608 293.594 131.072 114.853 245.957 49.7545 162.522 2922.03 118.347 52.2418 2803.68 43.8353 21.5947 2759.85 1463.16 595.876 537.013 1296.68 1100.46 196.226 867.285 738.383
internal_count=2864110 1164090 84933 43465 41468 33245 38969 24897 1079157 427611 420304 22522 651546 19214 397782 128652 482328 163749 318579 142356 109488 269130 54261 176223 1700020 40032 23163 1659988 14046 5594 1645942 916444 268898 227719 729498 534780 194718 647546 527082
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=11088686 79 65804 2101288 184 8462592 66054 8978950 320 515 532744 2621728 152 51 838 4195456 40 22020160 324 1049744 17
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=40
num_cat=18
split_feature=2 1 0 0 2 2 3 2 0 2 0 2 9 1 3 1 0 1 3 0 3 3 3 3 1 1 3 9 3 0 0 0 3 3 9 0 1 1 2
split_gain=0.0114746 0.146493 0.488043 0.827736 1.2818 0.626174 0.567982 0.418392 0.34803 0.538863 0.830992 0.537473 0.396871 0.392062 0.416464 0.323908 0.314811 0.7408 0.204067 0.394099 0.202259 0.193352 0.190746 0.735286 0.329082 0.163533 0.164152 0.141743 0.133928 0.0949869 0.0832468 0.208475 0.0687549 0.155847 0.107755 0.0590503 0.106642 0.0765396 0.402184
threshold=0 1 3.5000000000000004 1.5000000000000002 2 3 7.5000000000000009 4 1.0000000180025095e-35 5 3.5000000000000004 6 7 8 2.5000000000000004 9 1.5000000000000002 10 1.5000000000000002 13.500000000000002 7.5000000000000009 10.500000000000002 3.5000000000000004 4.5000000000000009 11 12 10.500000000000002 13 1.0000000180025095e-35 93.500000000000014 27.500000000000004 35.500000000000007 4.5000000000000009 14.500000000000002 14 21.500000000000004 15 16 17
decision_type=9 1 2 2 9 9 2 9 2 9 2 9 1 1 2 1 2 1 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 1 2 1 1 9
left_child=1 2 3 7 -5 20 -6 -1 11 10 12 13 -10 14 27 -14 17 21 19 -12 29 -11 24 -24 -18 -13 -27 -3 -19 -4 35 -32 34 -34 -9 37 -37 38 -2
right_child=30 8 5 4 6 -7 -8 32 9 16 18 25 15 -15 -16 -17 22 28 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 31 -33 33 -35 -36 36 -38 -39 -40
leaf_value=0.0061559977284692596 0 0 0.01196997161020104 0.0026706548921960802 -0.017829863483412235 -0.00027298957292800778 0 0.0021943903880120171 0 -0.015844210598416852 -0.0099051130752742678 0 0.013835100014588911 -0.0022431882900079739 0 0 0.0010583557671502652 -0.00090118162205248041 0 0 0 0 0.014056496734069524 -0.00025538663810161085 -0.0056207370133681388 -0.0091221400068159011 0 0.01199283589064812 0.0045105900811873737 0 -0.0083225268150387954 0 -0.0063595599424163627 0 -0.0017155436801309873 0.0055583024229128647 0 0.00010619280651460772 -0.0054538000626122773
leaf_weight=118.18472058334737 708.96860678779194 5.8468506571953185 85.990057181032171 28.164467008326028 53.927175716184138 25.151187738534645 1.4226093861507241 147.83657041713377 2.4280178993067238 29.398982122562305 32.129539656270936 28.591454783698282 74.170852521827328 53.076365499167878 13.625208337834918 57.422511033510091 100.4426698248426 13.38632762680936 19.139489472428977 6.6914687127355128 1.8013804379152123 0.39780948442057606 16.454497123064357 17.107985117923818 61.670150130521506 127.32165856639767 1.1173504033649795 26.067613826398887 34.09535576923372 0.38031951186712731 12.825852109308473 12.050432623858795 25.518935871426951 1.4464824835595198 19.008023594818951 12.464591146897874 6.201496753914399 1914.1478573548102 121.72390253462345
leaf_count=113323 341266 7266 84956 32286 59856 24371 1284 159887 2866 33316 34315 29008 74845 64364 14398 58605 110175 13302 21575 7897 1657 399 17138 18261 66820 140530 991 28098 37767 492 2804 5756 27057 1646 19457 3008 2130 1043659 157337
internal_value=0 0.000227728 0.00160753 0 -0.0075477 0.00664314 -0.0140411 0.00230098 -0.000385473 0.000764742 0.00470419 -0.00340169 0.00909271 0.000255375 0.00636181 0.0101073 -0.00131901 -0.00588116 -0.00113815 -0.00559531 0.0099078 -0.0126214 0 0.00536412 -0.000639327 -0.0066339 -0.00799625 0.0114273 0 0.0116039 -0.000131506 -0.00400804 0 -0.00347259 5.56577e-05 0 0.00337536 -0.000113978 -0.000946127
internal_weight=0 1229.41 508.832 395.509 83.5143 113.323 55.3498 311.995 720.582 464.936 191.982 255.647 134.021 98.616 45.5397 131.593 272.954 77.2785 57.9605 38.821 88.1718 29.7968 195.675 33.5625 162.113 157.03 128.439 31.9145 47.4817 86.3704 2788.38 24.8763 193.81 26.9654 166.845 2763.51 18.6661 2744.84 830.693
internal_count=2864168 1308208 526272 414796 93426 111476 61140 321370 781936 497281 200103 284655 136316 114126 49762 133450 297178 84784 63787 42212 87105 33715 212394 35399 176995 170529 141521 35364 51069 85448 1555960 8560 208047 28703 179344 1547400 5138 1542262 498603
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=10558254 57 66088 10486058 8390662 2162950 8393256 8 132 196 132 196 2 2 3 232 56 21233856
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=40
num_cat=18
split_feature=2 0 3 0 3 0 1 1 3 1 1 3 3 3 9 0 1 9 3 9 2 0 1 1 1 3 1 2 1 0 0 0 2 0 2 3 3 3 0
split_gain=0.0122222 0.313335 0.358223 0.196367 0.137332 0.629707 0.922027 0.450222 0.33426 0.199802 0.171903 0.134843 0.107366 0.793361 0.362265 0.106523 0.357625 0.143211 0.262312 0.102874 0.527612 0.588738 0.605402 0.596877 0.369221 0.502068 0.179079 0.527757 0.244138 0.181958 0.929849 0.446347 0.916056 0.381715 0.359572 0.300874 0.149401 0.125479 0.123512
threshold=0 16.500000000000004 1.5000000000000002 37.500000000000007 5.5000000000000009 3.5000000000000004 1 2 7.5000000000000009 3 4 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5 18.500000000000004 6 7 2.5000000000000004 8 9 1.0000000180025095e-35 10 11 12 6.5000000000000009 13 14 15 5.5000000000000009 8.5000000000000018 3.5000000000000004 16 13.500000000000002 17 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 17.500000000000004
decision_type=9 2 2 2 2 2 1 1 2 1 1 2 2 2 1 2 1 1 2 1 9 2 1 1 1 2 1 9 1 2 2 2 9 2 9 2 2 2 2
left_child=1 4 3 -3 5 7 -7 12 10 -10 -6 -9 14 -14 -1 19 -17 -18 -19 26 21 22 -21 36 -22 -26 27 28 -2 31 34 35 -33 -32 -31 -28 -23 -24 -29
right_child=15 2 -4 -5 8 6 -8 11 9 -11 -12 -13 13 -15 -16 16 17 18 -20 20 24 23 37 -25 25 -27 29 38 -30 30 33 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.012492705280673595 0.006440182017969991 0.01479127332820563 0 0 0.010080049998635758 0 -0.012557274959370777 0 0.0016750828742470203 -0.0058217787611749856 0 -0.0053900318706642161 -0.0074144367466605424 0.0050412941179379537 0 0 0 -0.014340003462154003 0 0.0022949647427805381 0 0.0091031361677725402 -0.010522636763118143 -0.00019734393093169151 -0.013947399606129021 0 -0.00057157612022421694 -0.0022848237609462071 0 0 0.0068716557910858539 0.009514817341499714 -0.0015405262471779064 -1.8871923185136954e-05 -0.0087724231029826013 0.0021376928338792955 0 0 0
leaf_weight=15.106089321510808 87.663841970381327 10.06320129062806 4.4672019130084655 1.6013417443318747 20.851069396885578 58.230670475524676 59.4496459381553 295.40153127607118 5.2402804652811028 15.205331605015092 21.445611460316286 45.027310352277709 41.274416656582616 127.99484299647156 91.595315216960444 38.503466770191153 3.9606517617357895 22.338433751690907 3.1966443810088085 8.8646826687254343 15.22166555442527 103.61790025697701 68.196837431351014 87.621776810789015 55.95407659112243 2.1632201530883313 796.2902586702694 822.39649468872813 18.964634884061525 22.151496049700654 90.566126691453974 137.00189322120423 51.352753714934806 27.705105336761335 106.83336375395811 630.96894732462169 0.81492183142108743 0.40517900307895516 2.052998622370068
leaf_count=15241 79648 9395 4779 1790 21547 62085 62770 294065 5447 16908 21143 48910 42262 135783 83692 10888 3138 14265 2234 5898 15298 38456 52932 41229 69497 2583 492105 371503 23720 22148 39253 49945 54636 12479 44943 589993 796 376 337
internal_value=0 0.000315384 0.00835361 0.0127766 0 -0.000574331 -0.00661461 0.000368214 0.00347712 0 0.00785773 -0.00145867 0.00345897 0 0.00603427 -0.000107333 -0.00335446 -0.00820533 -0.0102591 0 -0.00154455 0 -0.00522673 0.00364581 -0.0074045 -0.0103485 0.000201771 -0.000754782 0.00425842 0.000843337 -0.0010074 0.00132721 0.00569445 0.00355699 -0.0069611 0.000439634 0.00785662 -0.00896707 -0.00191724
internal_weight=0 812.954 16.1317 11.6645 796.822 734.08 117.68 616.4 62.7423 20.4456 42.2967 340.429 275.971 169.269 106.701 3204.81 67.9992 29.4957 25.5351 3136.81 342.86 269.521 77.4667 192.055 73.339 58.1173 2793.95 931.078 106.628 1862.87 247.256 1615.61 188.355 118.271 128.985 1427.26 104.433 68.602 824.449
internal_count=2864117 825817 15964 11185 809853 744808 124855 619953 65045 22355 42690 342975 276978 178045 98933 2038300 30525 19637 16499 2007775 227065 139687 59206 80481 87378 72080 1780710 475208 103368 1305502 118823 1186679 104581 51732 67091 1082098 39252 53308 371840
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=11088156 329 692 200 271 12 42 4 3 32866 520 677 515 524 4460032 12 1090 4505761
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=40
num_cat=12
split_feature=2 1 3 1 3 3 0 1 0 3 0 3 1 1 3 0 0 3 0 0 0 0 3 3 0 0 0 1 2 3 3 0 2 2 2 3 0 2 3
split_gain=0.00705442 0.100071 0.213429 0.414391 0.182461 0.289414 0.238312 0.222993 0.288984 0.254506 0.175474 0.168233 0.329129 0.272497 0.351966 0.399123 0.574212 0.262703 0.320656 0.197964 0.180638 0.165001 0.680512 0.538 0.150489 0.119521 0.100779 0.0909849 0.331261 0.261765 0.619949 0.948174 1.5251 0.405647 0.404539 0.368621 0.593531 0.402134 0.328866
threshold=0 1 1.0000000180025095e-35 2 5.5000000000000009 11.500000000000002 10.500000000000002 3 2.5000000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 4 5 5.5000000000000009 1.0000000180025095e-35 10.500000000000002 6.5000000000000009 8.5000000000000018 13.500000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 6 7 3.5000000000000004 2.5000000000000004 1.5000000000000002 8 9 10 10.500000000000002 1.0000000180025095e-35 11 1.0000000180025095e-35
decision_type=9 1 2 1 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 9 9 2 2 9 2
left_child=1 11 3 10 7 6 -6 21 9 -9 -3 12 26 17 15 -15 -17 18 -13 24 -16 22 -4 -23 -14 -5 -1 29 -29 30 34 33 -33 -32 38 36 -31 -38 -2
right_child=27 2 4 25 5 -7 -8 8 -10 -11 -12 13 19 14 20 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 35 31 32 -34 -35 -36 -37 37 -39 -40
leaf_value=0.0035728161902011408 0.0084849433596412647 0.0088862976500794395 0.010769865551344772 -0.0031921015711663166 0.0088512726642779663 0 0 -0.0081139307318202347 0 0 0 -0.0088937508516734876 0 0 -0.0063643000446696064 0.012849009375220875 0 0 0 0 0 -0.0079537286189099929 -0.00042637532155534723 0.005467542361513064 -0.0091049570795184165 0.0019155386070617048 0 0 -0.004330322176519609 0 0.005183959670129727 0.020754005909831869 -0.002330374547086708 -0.0059966203091218915 -0.00040377798528664602 0.0018710695103886189 0 -0.012459025834104402 0
leaf_weight=49.154441137983667 72.224976859659364 89.351219226988178 44.017521976507851 63.986865039049007 55.406017427791085 6.4798067040683227 1.4400227502046608 91.859907965823368 77.730659781838767 98.040794097552862 12.531036123196825 52.301447127218125 59.316212594676472 55.320092674621264 14.845251843493312 63.893603980626722 2.3692425649351199 7.1712189207028123 4.0167415311152572 4.5248816372986758 0.35828552117163859 36.24630324402824 46.310206316753465 9.8156904170027683 77.77912157485116 34.734923725569388 7.6734921767056212 1201.4497651634301 181.32883839013084 34.62896784023178 11.334501617762724 33.594448300049407 10.158141711865026 34.443288272290374 1225.2103181519633 5.3298362188070305 20.816678559218417 58.031572013132973 63.42438061748544
leaf_count=54922 60455 93984 48500 66283 60729 7539 1221 103025 80099 109077 11263 64099 66104 83694 21182 81615 2436 7398 4013 4748 323 39147 51860 10590 88750 42284 9204 639264 154954 37460 10794 21298 9930 36097 542611 4833 20861 45992 65506
internal_value=0 0.000163541 0.00108874 0.0035981 0 0.00389229 0.0070431 -0.000972798 -0.00285285 -0.00499098 0.00708863 -0.000660523 -0.00285443 0.000270557 0.00347177 0.00616872 0.0100689 -0.0024298 -0.00618626 -0.00532518 -0.000471455 0.000881065 0.0038613 -0.0001211 -0.00666827 0 0.00015563 -0.000116984 -0.000764608 0.000272096 0.000837971 0.00778212 0.015057 0 7.42308e-06 -0.00337799 -0.00605513 -0.0101419 0.00467516
internal_weight=0 1066.68 667.951 200.604 467.347 63.3258 56.846 404.021 267.631 189.901 101.882 398.724 198.448 200.276 136.786 121.583 66.2628 63.4894 56.3182 141.62 15.2035 136.39 90.3277 46.062 137.095 98.7218 56.8279 2951.98 1382.78 1569.2 1450.39 89.5304 43.7526 45.7778 1360.86 118.807 113.477 78.8483 135.649
internal_count=2864144 1214089 725601 213814 511787 69489 61950 442298 292201 212102 105247 488488 223728 264760 189250 167745 84051 75510 68112 159602 21505 150097 100360 49737 154854 108567 64126 1650055 794218 855837 746691 78119 31228 46891 668572 109146 104313 66853 125961
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=8481708 588 131 272 64 64 364 19169347 2621520 787458 4723728 524306
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=40
num_cat=24
split_feature=2 0 9 1 0 0 1 0 1 1 2 0 0 2 1 9 2 0 1 1 1 0 0 9 9 2 1 0 0 1 1 1 0 2 1 0 0 1 0
split_gain=0.00847438 0.266013 0.394281 0.751684 0.218447 0.14281 0.439438 0.25108 0.104474 0.0654978 0.405446 0.580764 0.3362 0.664464 0.528998 0.300424 0.23297 0.217852 0.157136 0.0942495 0.0841745 0.0775644 0.0590546 0.0603719 0.0533791 0.360221 0.999816 0.473887 0.784837 0.823928 0.765185 0.55653 0.254545 0.213489 0.630838 0.535175 0.90192 0.411858 0.232542
threshold=0 8.5000000000000018 1 2 37.500000000000007 24.500000000000004 3 107.50000000000001 4 5 6 3.5000000000000004 2.5000000000000004 7 8 9 10 1.5000000000000002 11 12 13 7.5000000000000009 1.0000000180025095e-35 14 15 16 17 1.5000000000000002 1.0000000180025095e-35 18 19 20 3.5000000000000004 21 22 1.5000000000000002 1.0000000180025095e-35 23 6.5000000000000009
decision_type=9 2 1 1 2 2 1 2 1 1 9 2 2 9 1 1 9 2 1 1 1 2 2 1 1 9 1 2 2 1 1 1 2 9 1 2 2 1 2
left_child=1 9 8 -4 -5 24 -7 -8 -3 10 11 22 16 19 -15 17 18 -12 -11 -14 -18 -13 -1 -24 25 26 32 28 29 -27 -29 -30 -2 34 38 36 -36 -37 -26
right_child=5 2 3 4 -6 6 7 -9 -10 12 15 21 13 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 33 27 -28 30 31 -31 -32 -33 -34 -35 35 37 -38 -39 -40
leaf_value=0.0022592008305472111 0.016993738165814187 0 -0.00022085311547347352 0.015714614785793113 0 0 -0.015342269779268636 0 -0.0046538743292951663 0 0.0034363778583119484 0.01344542376914108 0.0046594894612377287 0 -0.013620360968083035 -0.0066675302980708454 0.0042350862857731012 -0.003083221022256246 -0.0040524396497431912 0 0 0 0 -0.0027465674027783858 0.0064660721617426677 0.0059449483552245315 -0.0015072935454202173 -0.0018686857927651776 0 -0.0052226128249255252 0.0071900927877290013 -0.012431634278260243 0 3.3317722479629684e-05 0 -0.0060644599657943199 -0.017703979873600634 0.0040190511843048509 0
leaf_weight=68.756849054720078 34.941111046045989 2.7386906110623386 16.11349150861497 46.837203188522835 1.5977326471474942 25.919359025530866 11.307964954525231 1.1990011878660869 8.2366943591041473 184.90889627549768 94.693534367557731 28.160890345588999 12.536491727689279 33.070446416422783 49.085506034040009 39.275384192136698 105.76688603379444 44.272607671839069 95.443082383750152 10.418926571051999 88.838680507215031 3.0942867476842357 24.433887855848297 51.495838684455521 47.927328630568809 106.09022828609159 32.064324653583753 92.493300057722081 39.846647975689848 72.778023141960148 140.38886641726276 63.63344389640406 9.0719118401029828 2117.0020747156086 76.400615428592573 25.985790416014424 41.673229413700938 64.735889379317086 3.2823164023284326
leaf_count=61937 40152 3055 19197 42023 1900 5244 10340 1284 8814 198533 94881 32477 12341 36492 50461 44040 101418 45702 98855 11373 79456 3723 24829 56589 51704 79341 37857 23008 25125 56119 78103 32461 8313 1101498 119450 35812 55674 71568 3182
internal_value=0 0.000255292 0.00508561 0.00798858 0.0129766 -7.32011e-05 -0.00459456 -0.0105452 0 0 0.000686683 0.00416665 -0.000869793 -0.0053303 -0.00918999 -0.00150785 0 0 -0.00140517 0.00162698 0.00268963 0.0126089 0 -0.000903604 0 0.000846662 0.00591559 0 -0.00288648 0 0.0028508 -0.00884843 0.0130371 -0.000183342 -0.00271664 -0.00558783 -0.00952901 0 0.00301745
internal_weight=0 1009.78 75.5238 64.5484 48.4349 3006.74 38.4263 12.507 10.9754 934.252 354.183 175.942 580.069 105.111 82.156 178.242 474.958 138.966 280.352 22.9554 194.606 31.2552 144.687 75.9297 2968.32 591.308 76.0773 515.231 282.348 178.868 232.882 103.48 44.013 2377.01 260.005 208.796 118.074 90.7217 51.2096
internal_count=2864331 1028096 74989 63120 43923 1836235 16868 11624 11869 953107 364178 179555 588929 110667 86953 184623 478262 140583 297388 23714 180874 36200 143355 81418 1819367 380479 86322 294157 193046 135460 101111 57586 48465 1438888 337390 282504 175124 107380 54886
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=10555806 2 592 24 68 632 10485770 264 132 5 8388874 385 7 262 6 2 543232 182 453 22 120 1591808 257 536
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=40
num_cat=23
split_feature=2 1 0 9 0 9 1 1 0 9 0 9 0 9 9 0 0 0 0 1 1 0 1 2 0 9 0 1 9 0 2 2 0 2 0 9 1 2 0
split_gain=0.00754939 0.122991 0.306469 0.412928 0.225184 0.304076 0.840582 0.532563 0.225478 0.272445 0.259084 0.38015 0.242363 0.18463 0.098237 1.03835 0.281426 0.431177 0.148175 0.0559522 0.0521439 0.0420705 0.414109 0.322773 0.0970719 0.107977 0.123275 0.0552877 0.817782 0.313125 0.605946 0.269091 0.262084 0.25985 0.235369 0.201056 0.183582 0.288941 0.385988
threshold=0 1 1.0000000180025095e-35 2 2.5000000000000004 3 4 5 7.5000000000000009 6 10.500000000000002 7 18.500000000000004 8 9 2.5000000000000004 7.5000000000000009 9.5000000000000018 20.500000000000004 10 11 18.500000000000004 12 13 20.500000000000004 14 39.500000000000007 15 16 2.5000000000000004 17 18 14.500000000000002 19 1.0000000180025095e-35 20 21 22 7.5000000000000009
decision_type=9 1 2 1 2 1 1 1 2 1 2 1 2 1 1 2 2 2 2 1 1 2 1 9 2 1 2 1 1 2 9 9 2 9 2 1 1 9 2
left_child=1 2 3 -1 5 6 -3 -7 9 -6 11 -10 13 -12 15 -4 -16 -18 -19 -9 -8 27 24 -24 -23 -26 -27 28 29 31 32 -2 -31 -30 -33 36 -29 38 -38
right_child=21 4 14 -5 8 7 20 19 10 -11 12 -13 -14 -15 16 -17 17 18 -20 -21 -22 22 23 -25 25 26 -28 35 33 30 -32 34 -34 -35 -36 -37 37 -39 -40
leaf_value=0.00067975828521262438 0.0044998123807912993 0.0096239232681362419 -0.010921916365144686 -0.0068572609638090426 0 0.0054425489333800176 0 0 0.010796208583128825 -0.0079808044668731176 0 0 0 -0.0097824884064138598 0.0049864091481147633 0.008828904226151818 -0.0090910818484634028 0.0059946139500453854 0 -0.0050482138029243062 -0.0047205004986814597 0 0 -0.011828023042096467 0 0.0082441324195190267 0 0.0060063902615365341 0 0.0090289092822311064 -0.0016517289249790422 0.00053862608146227416 0 -0.0086517554839813365 -0.0037793017056793432 -0.00070560756938984812 0 -0.0054380192120245217 0.010322978176711342
leaf_weight=168.54846771847951 82.440190425924811 76.732632195664337 21.630169494485017 48.02592956069202 23.495182648141054 25.430569495089003 22.55102944446844 70.720796351939498 10.533065771742256 76.222206787308096 1.6037420165957883 4.3885300250258288 7.071646858326857 9.8681248306820635 292.75828412071132 24.19752054483979 15.08590922236908 27.527445422398159 9.460677046197814 134.78480438012775 9.325205995555736 3.7351159302197656 7.3394340531376656 21.017213685932806 1.2720078260099399 24.62004592613085 1.7233787499571906 43.719599406926136 6.2089421988930553 169.11050991747106 21.980439046805259 152.85793596162694 6.2114963445346794 63.824550574252498 146.34593854267951 1987.626195371734 154.09239124509622 27.655188670476491 14.979801351684726
leaf_count=182136 87428 76693 20728 57903 24961 25896 18253 59623 10142 86152 1665 4564 7016 9623 311882 26392 16049 28913 10186 140571 9486 582 6636 10669 322 2158 972 26725 6670 77854 17498 136861 2432 46323 89418 1112283 77903 29934 3095
internal_value=0 0.000226993 0.00131378 -0.000656411 -0.000577499 8.86093e-05 0.00426868 -0.00111324 -0.00385363 -0.00600532 0 0.00681858 -0.00321673 -0.00839953 0.00311933 0 0.00363164 0 0.00295646 -0.00390104 -0.00263039 -7.73001e-05 -0.00221104 -0.00814252 0.000816378 0.00421997 0.0056339 0 0.000773549 0.002508 0.00558435 0 0.00776377 -0.00653766 -0.000790004 -0.000248986 0.00201817 0 0.00206172
internal_weight=0 1079.96 607.234 216.574 472.728 339.545 108.609 230.936 133.182 99.7174 33.4651 14.9216 18.5435 11.4719 390.66 45.8277 344.832 52.074 36.9881 205.506 31.8762 2936.76 59.7072 28.3566 31.3505 27.6154 26.3434 2877.05 648.98 578.947 197.302 381.644 175.322 70.0335 299.204 2228.07 240.447 196.727 169.072
internal_count=2864597 1128834 654189 240039 474645 330522 104432 226090 144123 111113 33010 14706 18304 11288 414150 47120 367030 55148 39099 200194 27739 1735763 21339 17305 4034 3452 3130 1714424 464484 411491 97784 313707 80286 52993 226279 1249940 137657 110932 80998
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=10562356 236 5 6 274 512 10 1 12 4 1 1 10 4981768 4 304 3 524490 4998280 524290 12 520 54344
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=40
num_cat=19
split_feature=2 1 3 9 0 3 0 9 0 3 0 9 0 9 0 9 9 3 0 0 11 9 0 3 2 1 9 2 3 1 0 0 2 1 3 1 3 0 1
split_gain=0.0136465 0.120958 0.178704 0.335531 0.205713 0.119167 0.420278 0.256909 0.166977 0.409637 0.193232 0.189967 0.113875 0.2009 0.208734 0.135634 0.0851404 0.0833135 0.0816679 0.0589584 0.0442334 0.0380261 0.0277836 0.359427 0.279037 0.247757 0.206707 0.204148 0.193252 0.157423 0.245597 0.138069 0.707856 0.653947 0.281719 0.12717 0.0694137 0.0538979 0.762136
threshold=0 1 4.5000000000000009 2 16.500000000000004 1.0000000180025095e-35 3.5000000000000004 3 3.5000000000000004 2.5000000000000004 107.50000000000001 4 1.0000000180025095e-35 5 1.5000000000000002 6 7 7.5000000000000009 39.500000000000007 2.5000000000000004 8 9 14.500000000000002 1.5000000000000002 10 11 12 13 5.5000000000000009 14 37.500000000000007 10.500000000000002 15 16 5.5000000000000009 17 3.5000000000000004 7.5000000000000009 18
decision_type=9 1 2 1 2 2 2 1 2 2 2 1 2 1 2 1 1 2 2 2 9 1 2 2 9 1 1 9 2 1 2 2 9 1 2 1 2 2 1
left_child=1 2 3 19 20 6 7 -3 12 10 16 17 15 14 -14 -7 -10 -11 21 -1 -5 -8 31 24 29 -26 -27 -25 -29 -24 -31 37 35 -34 -35 -33 -37 -2 -39
right_child=22 5 -4 4 -6 8 18 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 27 25 26 -28 28 -30 30 -32 32 33 34 -36 36 -38 38 -40
leaf_value=0.003864892914655037 0.00013924033896859329 0.0022275841385154338 0 -0.0084283604092309887 0 0 0.010157064757663843 -0.0052010899693608762 0 0.008203819449023422 0 -0.0020800697299192599 0.0089471281579322944 0 0 -0.0039995518486611028 -0.011336338616263698 0 0 0 0 0 0 0 0 0 -0.0092016260609934838 -0.014074908756203604 0 0.013634465099425466 0 0 0 0.017201648962427703 0 -0.0091050607095862126 0 0.0021683682004000949 -0.0085556294604743257
leaf_weight=9.4703259013331245 3179.8276880044859 75.360803164301615 26.028350469961879 104.22794823211734 3.7971913195651714 19.522589729698666 22.560075870569563 33.809700919024181 1.1186924497305881 13.365234852702995 0.11002315141376939 4.9250668621025406 36.974604061637365 16.338993296420085 31.27673513674381 55.801694867623155 27.597862161230303 1.4913738521863713 0.38711784084443834 3.6200200970997694 0.76441970371524703 3.5114878031308825 6.0915986995823914 0.47134999663103372 36.851845067576505 6.5429399724380346 21.370853782194903 15.305818726381409 2.3944117848732267 13.980717240439846 1.8735558789339837 6.7243247089500073 30.268934395804536 37.889841817494016 2.5986789274611501 10.684315619910196 1.6578081750049012 89.540171137872676 62.31092601706041
leaf_count=10000 2230687 79339 26484 100955 3263 22632 12700 35797 1204 7983 71 4437 34450 16793 26958 59381 21811 913 378 3733 592 2779 8120 448 5043 3105 6360 10532 1438 12726 2191 9239 6832 15572 700 10762 1297 33907 32515
internal_value=0 -0.00049958 -0.00267531 -0.00459555 -0.00664141 0 0.00252304 0 -0.00075876 -0.00479463 -0.0100177 0 0 0.00289834 0.00523937 -0.0012932 -0.0115521 0.00557552 0.00964959 0 -0.00820721 0.0104078 3.20936e-05 -0.00117552 0 -0.00128372 -0.00626829 -0.00885908 -0.0100451 0.00650064 0.00916919 0.000166019 0.0035095 0.00839768 0.0137084 -0.00354826 -0.00643421 0 -0.00161915
internal_weight=0 492.06 147.908 121.88 108.79 344.152 135.629 109.171 208.523 48.6083 28.8266 19.7817 159.915 84.5903 68.2513 75.3243 28.7166 14.8566 26.4587 13.0903 104.992 26.0716 3526.39 104.883 86.7115 64.7656 27.9138 18.1716 17.7002 21.9459 15.8543 3421.5 89.8239 70.7575 40.4885 19.0664 12.3421 3331.68 151.851
internal_count=2864127 472653 145027 118543 104810 327626 130993 115136 196633 36419 23086 13333 160214 78201 61408 82013 23015 8896 15857 13733 101547 15479 2391474 49963 37545 14508 9465 12418 11970 23037 14917 2341511 44402 23104 16272 21298 12059 2297109 66422
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=22840577 658 4 1 1 5 6 8 1 3 10485818 138 12 516 416 2113586 526 104 327
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=40
num_cat=14
split_feature=2 0 1 1 9 3 3 3 3 0 9 0 3 0 3 0 3 3 0 3 0 0 3 0 0 1 0 0 9 1 0 2 2 1 2 0 3 2 1
split_gain=0.00399593 0.153714 0.241732 0.207817 0.441348 1.17549 1.15064 0.975372 0.670821 0.315148 0.278436 0.62078 0.518298 0.621876 0.535169 0.388082 0.381778 0.405948 0.312111 0.155814 0.154953 0.109355 0.142125 0.0976524 0.0948739 0.534255 0.0946851 0.0499508 0.0867278 0.918193 0.559419 0.799261 0.697401 0.140577 0.333002 0.166552 0.132672 0.127988 0.646237
threshold=0 8.5000000000000018 1 2 3 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 7.5000000000000009 4 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 1.5000000000000002 1.5000000000000002 7.5000000000000009 6.5000000000000009 6.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 108.50000000000001 24.500000000000004 5 68.500000000000014 23.500000000000004 6 7 1.0000000180025095e-35 8 9 10 11 3.5000000000000004 1.0000000180025095e-35 12 13
decision_type=9 2 1 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 9 9 1 9 2 2 9 1
left_child=1 3 -3 4 6 -6 20 9 -7 -8 11 16 15 14 -14 -12 -5 -18 -17 23 -1 22 -13 -4 27 -26 -27 28 33 30 31 -30 -32 34 35 -2 -36 38 -35
right_child=24 2 19 10 5 8 7 -9 -10 -11 12 21 13 -15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 32 -33 -34 37 36 -37 -38 -39 -40
leaf_value=0 0.00044971201507404673 0 0.0082459821947136296 0 0.0052834424977200242 -0.014050756231207313 0.012024891525598106 0 0 0 -0.0023011583950037244 -0.010792555943484321 -0.0099735579970564453 0.0015976510241549496 0 0.0093225068027107862 0.012002501508570157 0 0 0 -0.0061971603437398493 0 0 0 0.00020931625524620327 -0.015052182747997134 0 0.0038542164876324068 0.0052270557964148104 -0.0074385129673866226 0.0090737627835657513 -0.00879284742158668 -0.00209768512601666 -0.0033583152450599738 -0.0063902116713105616 0.0069855960570364018 0 -0.00050121919641362279 0.0055843486284780659
leaf_weight=70.717243129158305 254.23958735224733 11.478922734415391 71.528362698205456 60.473651526946924 37.423503456160688 59.569898691581329 159.20334046101925 91.300090613956854 9.857603065291185 3.17036492054467 91.773194759898615 10.347288696910253 179.83165390303475 12.311011938072623 8.4719829254900088 43.146539369990933 53.01376833152608 2.7321414390171403 4.7906900019443119 2.0300632475409648 43.534672798254178 19.940833841683343 2.3868119385442688 0.59183308383216982 25.155871324139298 8.8148489103768934 1.8025826629454957 3.5909841301472616 12.262794435766407 129.15278817441867 110.78322197587113 53.058623229793739 17.179644030074996 62.407870092851226 15.927592939406166 92.760908524593106 32.116917737119365 1990.9110504292403 156.8863461859728
leaf_count=67127 190857 13504 72711 59282 39172 71035 162506 98479 10255 3663 84561 11416 184138 12661 8691 44232 51413 2911 4326 1745 52988 21493 2617 791 4381 7542 1899 993 14500 100808 32692 36849 16701 72822 18298 33019 40790 1048816 161600
internal_value=0 0.000169742 0.00368344 0 0.00118046 -0.00264476 0.0031772 0.00713794 -0.0105063 0.0112175 -0.00160356 0.00054263 -0.00328964 -0.00638777 -0.00843188 0 0.00528346 0.00959827 0.00644364 0.00590933 -0.00297247 -0.00590419 -0.00875874 0.00761838 -5.33678e-05 -0.00381511 -0.0111537 0 -1.31909e-05 -0.00153154 0.00172818 -0.00257098 0.00600284 8.16838e-05 0.00178934 0.0033214 -0.00235043 -0.000116597 0.00175694
internal_weight=0 1049.63 85.6292 963.996 474.777 106.851 367.926 253.674 69.4275 162.374 489.22 148.894 340.325 200.615 188.304 139.71 116.22 55.7459 47.9372 74.1503 114.252 32.6749 12.7341 72.1202 2967.05 35.7733 10.6174 2931.28 2927.69 322.437 193.284 65.3214 127.963 2605.25 395.045 347 48.0445 2210.21 219.294
internal_count=2864284 1081717 88751 992966 505225 120462 384763 264648 81290 166169 487741 149132 338609 205490 192829 133119 113606 54324 48558 75247 120115 35526 14033 73502 1782567 13822 9441 1768745 1767752 201550 100742 51349 49393 1566202 282964 223876 59088 1283238 234422
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=10551734 640 744 5 6 24 3 551 274440 575552 272 804424 4209153 608
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=33
num_cat=21
split_feature=2 3 1 1 2 2 2 2 3 1 11 2 2 1 2 2 1 3 2 1 3 3 3 3 1 2 1 3 3 3 3 2
split_gain=0.00609825 0.106351 0.536948 0.445646 0.274969 0.235605 0.0989403 0.0653281 0.0428596 0.611228 0.413239 0.525528 0.369791 0.237094 0.803941 0.399683 0.259629 0.128287 0.122682 0.118886 0.116367 0.0812899 0.0445379 0.0295299 0.0284126 0.015809 0.011043 0.00785005 0.0810213 0.0391446 0.00289539 5.13008e-05
threshold=0 3.5000000000000004 1 2 3 4 5 6 3.5000000000000004 7 8 9 10 11 12 13 14 12.500000000000002 15 16 13.500000000000002 6.5000000000000009 14.500000000000002 6.5000000000000009 17 18 19 5.5000000000000009 6.5000000000000009 14.500000000000002 36.000000000000007 20
decision_type=9 2 1 1 9 9 9 9 2 1 9 9 9 1 9 9 1 2 9 1 2 2 2 2 1 9 1 2 2 2 2 9
left_child=8 2 6 4 -3 -4 -2 -5 13 12 11 21 27 14 -1 16 -15 -13 19 -17 -14 -11 -23 25 -8 -12 -20 -10 -29 -30 -9 -16
right_child=1 3 5 7 -6 -7 24 30 9 10 23 17 20 15 31 18 -18 -19 26 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 -32 -33
leaf_value=0.0076605682804245408 0 0 0 0 -0.0075409665684296329 -0.0063525674923419735 0.0035426611699292143 0.0067503979930739382 -0.00086631148167804904 -0.0019683175394442243 0.0034286033802362111 -0.012703308954577705 0.0088361184832083002 0 2.9261016522605881e-05 0 -0.0053706241855287339 0 0.00023631873944481276 0.0045040257173794276 0 0.0041851535236647405 0 0 0 0 -0.0002590230690950863 0.0041099979224880614 -0.0026611187712575405 0 0 0
leaf_weight=140.15808457355888 28.676304166321643 32.821018924827513 118.45631446076732 7.5942320547765121 20.5494650769906 167.08034965362094 100.9294156139149 90.724658486920816 74.59819009106559 77.960735003623995 1.5657828498806337 78.796291309714434 53.579442147631198 135.49217527164001 559.16293785649759 65.651118814235815 189.20879106436769 1.5812834819662374 940.23061718907411 90.118496046325163 0.66387803116231126 17.957999573845886 0.62156594378757191 0.68790268764132623 137.45514306873883 0.39667715277755577 790.00285943618655 17.925138292528572 25.369755558494948 1.5849241192045145 0.020760742889250561 49.913605091744103
leaf_count=144570 31343 37919 111278 4088 20878 190523 105832 93847 70106 67921 1129 84962 54248 143502 376568 81928 202770 1620 340849 96947 685 16029 544 836 140736 347 352208 14584 21826 1458 23 52167
internal_value=0 -0.000272313 -0.00122507 0.0011614 -0.0025753 -0.00422694 0.0011799 0.00543225 4.15488e-05 -0.000803709 -0.00492049 -0.00683507 0.00221003 0.000249964 0.00178012 -0.000158865 -0.00327215 -0.0111338 0.000278191 0.00265179 0.00713147 0 0.00285015 0.00103876 0.00226745 0.00321577 0 0 0 -0.00010748 0.00621714 0
internal_weight=0 704.308 552.598 151.71 53.3705 285.537 267.061 98.3397 3313.23 353.29 179.568 176.918 173.721 2959.94 749.235 2210.7 324.701 80.3776 1886 155.77 54.2433 96.5403 18.5796 2.65036 238.385 1.96246 1730.23 119.478 44.8798 26.9547 90.7454 609.077
internal_count=2864271 736467 579712 156755 58797 301801 277911 97958 2127804 336295 173388 171076 162907 1791509 573305 1218204 346272 86582 871932 178875 54933 84494 16573 2312 246568 1476 693057 107974 37868 23284 93870 428735
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=10574174 201 168 672 21496960 1572992 4227072 141 1 67664 16474 624 8470794 8456450 257 20500 9 136 338 262 2099264
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=23
num_cat=7
split_feature=2 3 3 3 2 3 2 3 2 3 3 2 3 2 3 3 3 3 3 3 2 3
split_gain=0.00284097 0.0853466 0.193803 0.0348964 0.179931 0.168197 0.267175 0.10196 0.0647953 0.0340843 0.0286301 0.407134 0.0280004 0.0271446 0.116574 0.0183994 0.0173068 0.0124962 0.0557604 0.00768805 0.00593066 0.00142153
threshold=0 3.5000000000000004 2.5000000000000004 3.5000000000000004 1 2.5000000000000004 2 4.5000000000000009 3 1.5000000000000002 1.5000000000000002 4 6.5000000000000009 5 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 5.5000000000000009 14.500000000000002 4.5000000000000009 6 36.000000000000007
decision_type=9 2 2 2 9 2 9 2 9 2 2 9 2 9 2 2 2 2 2 2 9 2
left_child=1 2 9 5 17 8 -7 -6 -2 -1 13 -12 -3 15 -15 -10 -14 19 -19 -5 -13 -18
right_child=3 12 -4 4 7 6 -8 -9 10 -11 11 20 16 14 -16 -17 21 18 -20 -21 -22 -23
leaf_value=0 -0.0033467330124206706 0.0027867670401580877 -0.0038917144335534753 0 -0.0067659151661357752 0.0043511789565731825 -0.00024180274402872738 0 0 0.0016499890398363846 -0.0037733943464971741 0 -0.00115986299968754 0 -0.0035559618358241441 0.00095100783960132967 0.001833778004494503 0.0023766017621444681 0 -0.00097029952258455949 0.0026481893800716551 0
leaf_weight=466.20509377033886 26.207557472742337 117.79760119851562 93.772713076104992 99.184117678938492 42.874179022030148 184.7187862071878 55.199272289606597 67.686630238053112 1721.6190365045331 118.49848352251865 213.00918352524241 26.88425911921513 30.66929959654226 129.06948302380624 73.648205848359794 321.61828169647197 1.4225323512800958 90.845987224427518 1.6322133364446916 51.659124663325201 83.673831959662493 0.039802649582270422
leaf_count=482999 36037 128741 103232 84311 48330 153768 68739 75534 648026 124660 180387 30084 31324 132267 83326 227287 1404 76520 1318 44708 101120 42
internal_value=0 0.000127747 0 -6.63979e-05 -0.00097275 0 0.00242582 -0.0037899 -0.000188818 0.000321252 0 -0.000898554 0.00219614 1.91101e-05 -0.000756501 0.000253024 0 0 0.00101009 0 0.00223837 0.0017049
internal_weight=0 828.406 678.476 3189.53 353.882 2835.65 239.918 110.561 2595.73 584.704 2569.52 323.567 149.929 2245.96 202.718 2043.24 32.1316 243.321 92.4782 150.843 110.558 1.46234
internal_count=2864164 872402 710891 1991762 330721 1661041 222507 123864 1438534 607659 1402497 311591 161511 1090906 215593 875313 32770 206857 77838 129019 131204 1446
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2953908 8399168 42058 1089536 1344 19776 2048
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=40
num_cat=20
split_feature=2 9 1 3 1 3 3 3 0 0 0 0 0 0 0 1 0 0 1 9 2 9 0 0 2 1 1 9 3 3 2 9 9 1 3 2 0 2 1
split_gain=0.00804162 0.101674 0.615012 0.544626 0.540733 0.293338 0.256917 0.176426 0.137934 0.1339 0.118097 0.113916 0.0887254 0.0691017 0.225439 0.0500474 0.0420091 0.0411163 0.27374 0.460837 0.0825024 0.190412 0.160183 0.0602618 0.618148 0.335481 0.267862 0.583636 0.432538 0.236226 0.189397 0.107988 0.0665789 0.460474 0.311751 0.146212 0.327186 0.0656926 0.240079
threshold=0 1 2 3.5000000000000004 3 1.5000000000000002 2.5000000000000004 3.5000000000000004 9.5000000000000018 39.500000000000007 5.5000000000000009 107.50000000000001 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4 10.500000000000002 19.500000000000004 5 6 7 8 38.500000000000007 9.5000000000000018 9 10 11 12 4.5000000000000009 2.5000000000000004 13 14 15 16 6.5000000000000009 17 1.0000000180025095e-35 18 19
decision_type=9 1 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 9 1 2 2 9 1 1 1 2 2 9 1 1 1 2 9 2 9 1
left_child=1 4 3 -3 5 9 11 8 10 -1 12 -6 -4 14 -8 -9 -15 23 20 -20 21 22 -19 32 25 -25 27 28 -26 31 -29 -28 33 35 -35 36 -2 38 -34
right_child=17 2 7 -5 6 -7 13 15 -10 -11 -12 -13 -14 16 -16 -17 -18 18 19 -21 -22 -23 -24 24 26 -27 29 30 -30 -31 -32 -33 37 34 -36 -37 -38 -39 -40
leaf_value=0.0080947210854017161 0 -0.014229397141149581 0.0033392130464654926 0 -0.0063758462796048984 0 0 0 0 0 0.01125883020470745 0 -0.0015777451885790245 -0.0029911682733198674 0.0084203479730160773 -0.003335269739442568 0 0.0087537955357162387 0 -0.012883416317375782 -0.00050192217225704123 0 0 0 0.016624911811685249 0.014756075004571281 0 0.00038935704674820503 0 0 -0.0051956879036690632 -0.0072144241674980507 -0.00043822874203520816 -0.013933182639300039 0 -0.0009588888099968172 0.0087453089313011805 -3.1873146055812916e-05 0.0024140739942676535
leaf_weight=92.01455936234197 10.115773221397829 37.592228689405601 38.688847407382127 8.2844616096699593 109.7571287145729 64.643939289062473 17.471728000453368 2.784371459056274 3.2679479048383646 0.83330178300093294 4.1481662835358284 0.058367828954941525 18.748926596941601 17.349042311245288 11.491751412861051 8.6150622442655713 1.7043841862177931 33.448254796938272 3.561910884687677 10.481924265332053 8.2356369528861233 4.0307651953771702 2.8121655288268803 7.3862884795380523 14.492272696996222 13.14778860799561 13.115042525139868 10.763844730201525 1.3443999885930686 16.016135079873493 31.160230572291766 67.91603776957345 354.48145340260453 18.756788345483077 0.81574346488923666 6.4420139171415931 33.848938045251998 2437.3626182596709 481.22855642634022
leaf_count=92704 8214 39720 47784 9340 98243 93287 24100 2667 2823 813 3571 45 19702 15133 13506 14604 996 6380 3279 9695 8717 1865 1354 6178 8846 13667 4293 8288 788 6281 11865 24360 361229 19545 878 7595 11459 1362565 497733
internal_value=0 -0.00040908 -0.00260278 -0.00920725 0 0.00423022 -0.00307716 0.000590944 0.00431776 0.00736073 0.00586249 -0.00569972 0 0 0.00341457 -0.000986888 -0.000268838 1.19382e-05 -0.00190411 -0.00754067 0 0.00318183 0.00609461 0.000146402 0.00181799 0.0106455 0 0.0026035 0.0108259 -0.00383538 -0.000609846 -0.00639232 0 -0.00236651 -0.00941644 7.67787e-06 0.00411157 0.000122681 0.000896885
internal_weight=0 437.454 122.13 45.8767 315.324 157.492 157.832 76.2533 64.8539 92.8479 61.5859 109.815 57.4378 48.0169 28.9635 11.3994 19.0534 3580.96 62.5707 14.0438 48.5268 40.2912 36.2604 3518.39 175.342 20.5341 154.808 57.7607 15.8367 97.0472 41.9241 81.0311 3343.05 69.9793 19.5725 50.4067 43.9647 3273.07 835.71
internal_count=2864112 479038 140211 49060 338827 186804 152023 91151 73880 93517 71057 98288 67486 53735 37606 17271 16129 2385074 31290 12974 18316 9599 7734 2353784 84566 19845 64721 29787 9634 34934 20153 28653 2269218 47691 20423 27268 19673 2221527 858962
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=24138881 9 210 218 256 91 12 787034 3 8462604 579 353 6 34 12 8 29 8423768 787250 593
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=40
num_cat=13
split_feature=2 9 1 3 1 0 2 3 2 3 0 3 2 0 3 0 0 3 0 3 0 0 0 0 2 3 0 3 3 0 9 1 0 0 3 1 3 2 1
split_gain=0.0118659 0.118094 1.0793 0.745981 0.496916 0.588622 0.961751 0.705845 0.537772 0.695712 0.571952 0.477035 0.472624 0.706388 0.459925 0.526243 0.895649 0.440269 0.348623 0.330792 0.266827 0.256322 0.551629 0.247038 0.214028 0.147621 0.136047 0.120387 0.110921 0.0986053 0.0905615 0.880804 1.02014 0.573574 0.553646 0.973199 1.05183 0.489443 0.972598
threshold=0 1 2 1.0000000180025095e-35 3 5.5000000000000009 4 3.5000000000000004 5 1.5000000000000002 1.5000000000000002 3.5000000000000004 6 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 3.5000000000000004 1.5000000000000002 4.5000000000000009 9.5000000000000018 7 8.5000000000000018 107.50000000000001 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 8 9 4.5000000000000009 11.500000000000002 3.5000000000000004 10 5.5000000000000009 11 12
decision_type=9 1 1 2 1 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 1 2 2 2 1 2 9 1
left_child=30 2 3 -2 5 6 17 -8 9 23 -11 18 20 -14 15 -10 -17 -3 -5 -12 -4 28 -23 29 -7 27 -26 -15 -16 -6 -1 32 -32 -34 37 -36 -37 -33 -39
right_child=1 4 12 11 8 24 7 -9 14 10 19 -13 13 25 21 16 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 31 34 33 -35 35 36 -38 38 -40
leaf_value=0.0004225996597175961 0 -0.010046778696397883 0.014432492610011106 -0.019535043670576274 0 0 0.010194374097463228 0 0 0 -0.013605565214742533 0 -0.0065046998010435206 0 -0.0059463724854891048 -0.019423579882481806 0 0 0 0 0 0.013018918356142087 0 0 -0.010005805780758006 0 0 0.011778971976257782 0 0.0070571852834259586 -0.0003484650289668934 0 -0.022358672215359917 0 0.004392232049765226 -0.02105348257806107 0 -0.00078044858606003903 0.014149662938754956
leaf_weight=2443.2300993327299 29.547956847985915 28.902178549440578 48.621211770612717 22.182376816665059 50.232103589576582 7.277844615491631 163.14747871828331 38.294602653339098 45.510312466896721 41.467376055057684 42.881570435936737 11.28873543487134 44.849146115418989 28.178156466681685 26.335481537173113 50.640908891553408 28.62526090593019 19.555482542913524 2.2609266941362867 1.8038729175750621 14.05906514066737 12.460601518869227 5.6745077187588313 10.462689100473652 33.215202915824193 0.91236640128772606 0.29189137622597527 17.403897240954393 0.897226312343263 89.464291621850862 161.24592007576575 349.79219164794631 20.093129990884339 6.2018778319616095 6.9152491381391883 23.154115200028173 15.222006315249017 21.468872037039546 54.579760567139601
leaf_count=1444342 28259 29506 56431 28553 51967 7630 181527 50300 61079 45286 45109 13809 49638 27018 37306 61360 32551 19759 2382 2122 13664 14819 5214 9889 26859 1082 378 19510 1179 85846 125546 154561 11190 4485 5171 21503 12826 22281 52204
internal_value=0 -0.000337414 0.000979055 -0.00600679 -0.00118918 0.00120149 0.00388578 0.00718822 -0.00352533 0 -0.0061992 -0.013317 0.00611403 0 -0.00725252 -0.0102322 -0.0140167 -0.00393308 -0.0173705 -0.0116769 0.0109774 0 0.00590856 0.00372018 -0.00551406 0.0071375 -0.0076417 0.0084315 -0.00392737 0.00540839 5.57602e-05 -0.000821871 -0.00619301 -0.0185189 0.00104659 -0.00582106 -0.0120488 0.00279312 0.00853348
internal_weight=0 916.445 219.304 65.28 697.141 290.685 249.9 201.442 406.456 236.312 86.1528 35.732 154.024 91.3436 170.144 124.776 79.2662 48.4577 24.4433 44.6854 62.6803 45.3678 18.1351 150.159 40.7849 46.4944 33.5071 45.5821 27.2327 139.696 3101.9 658.673 187.541 26.295 471.132 45.2914 38.3761 425.841 76.0486
internal_count=2864141 1010032 240346 73003 769686 315959 281092 231827 453727 240219 92517 44744 167343 97248 213508 154990 93911 49265 30935 47231 70095 58518 20033 147702 34867 47610 27237 46528 38485 137813 1854109 409767 141221 15675 268546 39500 34329 229046 74485
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=8754014 10 585 587 3670016 23594016 550912 2637824 5 674 4 4422 260
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=40
num_cat=18
split_feature=2 8 1 3 0 3 1 0 1 3 3 0 2 0 0 9 2 2 0 2 0 8 1 0 2 0 3 0 1 2 2 3 9 3 0 9 0 3 3
split_gain=0.00682793 0.303887 0.826332 0.339012 0.371852 0.270111 1.80477 1.1272 0.82754 0.539996 0.494043 1.09929 0.89996 0.462428 0.429712 0.812423 1.06552 0.53373 0.45658 0.674607 0.276972 0.256344 1.04732 0.620924 0.316401 0.308405 0.294679 0.250282 0.224624 0.864482 0.399024 0.251144 0.185899 0.148466 0.140364 0.298007 0.219211 0.0982965 0.532664
threshold=0 1 2 9.5000000000000018 31.500000000000004 3.5000000000000004 3 1.0000000180025095e-35 4 8.5000000000000018 2.5000000000000004 1.5000000000000002 5 7.5000000000000009 3.5000000000000004 6 7 8 9.5000000000000018 9 15.500000000000002 10 11 10.500000000000002 12 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 13 14 15 10.500000000000002 16 14.500000000000002 7.5000000000000009 17 1.5000000000000002 4.5000000000000009 5.5000000000000009
decision_type=9 1 1 2 2 2 1 2 1 2 2 2 9 2 2 1 9 9 2 9 2 1 1 2 9 2 2 2 1 9 9 2 1 2 2 1 2 2 2
left_child=21 5 -3 4 -4 8 7 -7 10 20 34 12 -12 -13 15 17 -17 -10 19 -16 -9 37 24 26 -23 -26 -24 -20 29 -8 -30 -32 -28 -34 36 -36 -2 -1 -39
right_child=1 2 3 -5 -6 6 28 9 14 -11 11 13 -14 -15 18 16 -18 -19 27 -21 -22 22 23 -25 25 -27 32 -29 30 -31 31 -33 33 -35 35 -37 -38 38 -40
leaf_value=0 -6.5415407739460789e-05 0.002189461150317222 -0.020975813587260063 0 0 0 -0.0077939195057575364 0.02471849523335598 0.0097177933093032087 0 0 -0.0089651772757651429 0.019629566041341532 0.0039966853609161657 0.010951561167034265 9.9507034672465888e-05 -0.0124303268347776 -0.0025130850982267145 -0.010762063750190873 -0.0014048431599407688 0 0 0 0 0 -0.01360067911725835 0 0 0 0.0077059299000170126 -0.011539185055621067 0 0.020900440374914009 0 0 -0.0071217276362685548 0.0039885761973609945 -0.0088858649736196088 7.1604647820127499e-05
leaf_weight=2852.9848800572345 208.06398281458678 5.0106786645992543 16.789080891707282 1.150886716422973 0.076722821351721815 28.604450091013859 20.696244809805648 36.525365298031829 17.413658600737108 2.8641205019375766 7.7146816884414875 20.493992798488765 27.693909769455786 5.5505020267300997 37.48067111398268 43.860661243932554 163.20965196888574 6.1558809239359134 8.0920648380342772 15.745125368630395 0.50877197613590297 3.3530192318721674 0.77865689987083797 3.7377186180092385 3.9325893399945988 13.914200899947899 3.1188457658718107 10.947527836979132 8.3110175002075248 43.491157076059608 53.631526398690767 2.9917758564988608 38.428971966503013 0.32572881292435241 7.2031956468345015 41.717335936817108 122.75758973152915 50.003953017894673 83.697574946942041
leaf_count=1704638 239509 5171 15423 1014 69 29914 19124 37110 17881 2992 9322 19382 26143 3959 40407 41330 173003 6534 8944 10766 470 3443 199 947 3743 9086 1562 10753 9443 37530 57745 2779 15941 191 7341 38074 117074 53268 82001
internal_value=0 -0.000259468 -0.0076548 -0.0138661 -0.0189716 0 0.00316135 0.0133201 -0.000742006 0.0215555 0.00153169 0.00816258 0.0161614 -0.000189197 -0.00469935 -0.00681276 -0.00897565 0.00223284 0 0.00564994 0.0237707 1.43357e-05 0.00511784 0.0118784 -0.00370469 -0.00848839 0.0165893 -0.00623933 -0.00251694 0 -0.0056796 -0.00894537 0.0178658 0.0177455 0 -0.00384136 0.00081401 -5.14108e-05 -0.00246035
internal_weight=0 964.752 23.0274 18.0167 16.8658 941.725 197.624 68.5027 744.1 39.8983 441.195 61.4531 35.4086 26.0445 302.905 230.64 207.07 23.5695 72.2654 53.2258 37.0341 3054.28 67.5897 46.3899 21.1998 17.8468 42.6522 19.0396 129.122 64.1874 64.9343 56.6233 41.8735 38.7547 379.742 48.9205 330.822 2986.69 133.702
internal_count=2864225 989206 21677 16506 15492 967529 197107 70486 770422 40572 460804 58806 35465 23341 309618 238748 214333 24415 70870 51173 37580 1875019 35112 18840 16272 12829 17893 19697 126621 56654 69967 60524 17694 16132 401998 45415 356583 1839907 135269
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=10606812 1 576 270 233 4456480 4 17302528 270626 786978 1 833 8488960 49 1280 9216 4 12
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=40
num_cat=19
split_feature=2 1 7 0 0 3 2 1 0 0 0 1 0 0 0 3 7 8 3 0 3 0 8 1 0 7 3 2 3 3 9 1 0 1 1 2 2 2 3
split_gain=0.003732 0.197187 0.357844 0.705225 0.575878 0.494768 0.625377 0.553917 0.550816 0.38957 0.304657 0.239304 0.228072 0.937695 0.420391 0.416564 0.585648 0.265829 0.240367 0.692006 0.481513 0.220104 0.149551 0.895588 0.84412 0.263027 0.242569 0.178726 0.230704 0.141662 0.141574 0.516444 0.540902 1.71837 1.49161 1.15008 0.871932 0.858972 0.67365
threshold=0 1 2 23.500000000000004 1.0000000180025095e-35 4.5000000000000009 3 4 1.5000000000000002 1.5000000000000002 4.5000000000000009 5 10.500000000000002 8.5000000000000018 25.500000000000004 3.5000000000000004 6 7 1.5000000000000002 1.5000000000000002 2.5000000000000004 6.5000000000000009 8 9 10.500000000000002 10 1.0000000180025095e-35 11 1.5000000000000002 6.5000000000000009 12 13 1.5000000000000002 14 15 16 17 18 1.5000000000000002
decision_type=9 1 1 2 2 2 9 1 2 2 2 1 2 2 2 2 1 1 2 2 2 2 1 1 2 1 2 9 2 2 1 1 2 1 1 9 9 9 2
left_child=22 2 5 4 -4 6 7 21 11 -7 -10 -8 13 17 15 16 -14 18 19 -3 -20 -2 30 24 25 26 -24 -25 -29 -15 31 -1 33 38 36 -36 -34 -35 -33
right_child=1 12 3 -5 -6 9 8 -9 10 -11 -12 -13 14 29 -16 -17 -18 -19 20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31 -32 32 34 37 35 -37 -38 -39 -40
leaf_value=-0.0019381443375274629 0.0097102468874351467 -0.0066084803288859774 0 0.0035820048989047763 -0.015678629157813144 0 -0.0030369234422595276 -0.00064632452530266789 -0.01177476173215454 0.015483631663428407 0 0.004175856909601627 -0.018686605671767869 0.014053783295965922 0 0 0 -0.010192064030227444 0.0068156978731914236 0.0014541430710349982 -0.0010365760582440743 0 0 0 0 0 0.019773194238435529 0 -0.010307644502697097 0 -0.00057524644575752341 0.013336627407054323 0.016103770950133822 0.0035268457765190615 0.0039600152062697425 -0.011282427784604006 0 -0.0078862726859627238 0
leaf_weight=278.29930932668867 107.55456367087754 174.43136581043291 6.2768941483591361 1.856566306145395 25.711462514620507 19.263335414667381 12.592902542011871 37.458609811066708 45.913302591194224 18.471325998143584 36.189192213376373 69.416376731285709 21.588406762799423 14.662787778259368 6.1200639623712041 3.6670735842781133 2.4602000864833888 13.407253393714198 75.738642593321856 108.83488957577356 131.50822632246854 17.419309728051303 0.56836186541477118 3.0480988507915754 2.587311441282508 2.4810087562946128 33.257641842617886 2.8175787395885044 20.061160864017438 0.49110221563023593 2136.3928375481073 72.26491955795791 97.245504790509585 27.606202328548534 98.893648468816536 33.238208681796095 12.704304102851891 191.86878314102432 55.186411938855599
leaf_count=143325 97588 188983 7137 2009 26988 19222 13315 31606 51598 18409 44719 79219 18065 10190 6295 2215 1991 12340 76731 102114 118951 16944 125 3246 624 773 13554 1198 12680 304 1315721 59593 46199 31307 43562 35293 13567 138085 58335
internal_value=0 -0.000194056 0.00104865 -0.00449968 -0.0113149 0.00265477 6.55235e-05 0.00465237 -0.00302985 0.0106793 -0.00816766 0 -0.00160523 -0.000291413 -0.00770332 -0.0117674 -0.014998 -0.00194455 -0.000568339 -0.00271046 0.00106753 0.00783066 0 0.00396111 0.0111516 0.0172264 0.0186947 -0.00309739 -0.00634676 0.0128058 -5.04832e-05 0.00088042 0.00272766 0 0.00611215 0 0.0129329 -0.00497213 0.00801941
internal_weight=0 951.034 398.124 33.8449 31.9884 364.279 326.544 162.432 164.112 37.7347 82.1025 82.0093 552.91 519.074 33.8357 27.7157 24.0486 503.92 490.513 283.266 207.247 124.974 3068.52 64.8212 38.8943 36.307 33.826 25.9268 22.8787 15.1539 3003.7 867.307 589.008 346.926 242.082 132.132 109.95 219.475 127.451
internal_count=2864120 946933 408754 36134 34125 372620 334989 146138 188851 37631 96317 92534 538179 509613 28566 22271 20056 499119 486779 291097 195682 114532 1917187 32200 15076 14452 13679 17124 13878 10494 1884987 569266 425941 287320 138621 78855 59766 169392 117928
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=2194380 620 1 13108240 100 4 1 1 1 174 1 76292 6 12 400 610 2105536 2172992 86156
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=40
num_cat=20
split_feature=2 4 3 1 11 1 3 3 3 3 0 11 1 4 2 1 9 2 1 3 3 1 0 2 3 9 0 2 3 1 3 3 9 0 0 3 0 0 9
split_gain=0.0104112 0.500274 0.577305 0.641925 0.503083 0.48414 0.503745 0.650466 0.29609 0.221256 0.171444 0.159291 0.144234 0.140093 2.22734 1.65733 1.13491 0.92863 1.66874 1.21037 0.904943 1.27636 0.874509 1.37346 1.28487 1.03292 1.16608 0.666291 0.923713 2.20744 0.89206 0.746533 0.584691 0.646835 0.571313 0.558754 0.543821 0.422928 0.919552
threshold=0 1 6.5000000000000009 2 3 4 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5 6 7 8 9 10 11 12 1.0000000180025095e-35 7.5000000000000009 13 2.5000000000000004 14 3.5000000000000004 15 15.500000000000002 16 2.5000000000000004 17 4.5000000000000009 2.5000000000000004 18 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 2.5000000000000004 8.5000000000000018 19
decision_type=9 1 2 1 9 1 2 2 2 2 2 9 1 1 9 1 1 9 1 2 2 1 2 9 2 1 2 9 2 1 2 2 1 2 2 2 2 2 1
left_child=1 5 3 -3 -5 8 -7 11 -1 -10 -11 -8 -4 17 16 32 -15 18 -2 -20 21 -18 23 -17 -25 26 -24 31 37 -30 -31 -19 35 -34 -35 36 -16 -29 -39
right_child=13 2 12 4 -6 6 7 -9 9 10 -12 -13 -14 14 15 22 20 27 19 -21 -22 -23 25 24 -26 -27 -28 28 29 30 -32 -33 33 34 -36 -37 -38 38 -40
leaf_value=0 0.0021563130663494437 0 0.0056186317345237108 -0.014885457822617102 0 0 0.010650934565896844 -0.00051140010590495426 -0.0084521997881216691 -0.0030403803632895387 0.0057529802084439934 0 0 0.0022359803927523097 0.008690112115871243 -0.00037753213958254049 0 0.00035427650718950241 0 -0.023031420804072628 0 -0.022907501641329816 0.028095485109182944 0.020793729724409678 0 0 0 0.00089488207062994151 0.0024206220455348006 -0.018794367114669894 0 0.017249648440653572 0 -0.019400538547549518 0 -0.0069652394439212797 -0.00053552494899770714 0.005295722867300871 -0.0069005758467531961
leaf_weight=77.644742181742913 68.601008021581947 23.640220746521667 7.3328180224634689 76.878119093496935 0.22389773855684225 113.44910943615105 121.73547622138722 11.19866978513164 58.389016658191395 23.587493682411154 6.8336996315265415 0.72782100949552742 3.1990074760396965 16.726910753459379 91.376972769023268 162.6658966815412 22.145264815248083 158.2392025225563 61.130724276968976 45.329205065267161 10.137137378464102 50.784825841765269 47.164209294531247 45.313922998258931 33.02239701837243 6.7840921428069114 1.9360398439021071 2138.9890436940623 111.16694167336391 86.400885692528391 33.906869248072326 18.608214427396888 25.807036203892494 20.850142886774851 6.9259681782132239 10.821568329090949 20.20072409552813 27.994271778385155 171.66749531229289
leaf_count=69079 75809 22697 7932 86342 225 109002 128141 11476 57530 21870 4080 603 3487 16954 92630 178936 26759 157275 63902 82355 10966 63947 32711 61533 43026 5334 1193 1081076 93303 55572 22301 19172 30805 21918 5822 10044 15156 11719 61566
internal_value=0 -0.000429326 -0.00590002 -0.00902072 -0.0120694 0.000656091 0.00370754 0.00746753 -0.00229326 -0.0058758 0 0.0101219 0.00113166 0 0.00145591 0.00479543 -0.00917065 -0.000204518 -0.00658158 -0.0133116 -0.0138855 -0.0184074 0.00913794 0.0040035 0.0123501 0.0197183 0.0221519 0.000183603 -0.000150746 -0.00586637 -0.0137225 0.00555766 -0.00147706 -0.00814873 -0.0152439 0.000884017 0.00514132 0.000354818 -0.00348577
internal_weight=0 524.84 111.274 100.742 77.102 413.566 247.111 133.662 166.455 88.8102 30.4212 122.463 10.5318 3494.7 572.663 472.869 99.7941 2922.03 175.061 106.46 83.0672 72.9301 296.887 241.002 78.3363 55.8843 49.1002 2746.97 2570.13 231.475 120.308 176.847 175.982 53.5831 27.7761 122.399 111.578 2338.65 199.662
internal_count=2864248 522464 120683 109264 86567 401781 249222 140220 152559 83480 25950 128744 11419 2341784 617734 499108 118626 1724050 222066 146257 101672 90706 322733 283495 104559 39238 33904 1501984 1325537 171176 77873 176447 176375 58545 27740 117830 107786 1154361 73285
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=30944257 2 11 1 267 1 117 2 2163236 193 12 53384 657 792 322 3 2163204 376 1 12
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=40
num_cat=15
split_feature=2 9 1 3 1 3 0 3 3 1 1 0 0 0 0 7 0 3 0 3 0 1 0 3 1 0 1 1 0 0 0 1 1 0 3 1 7 0 3
split_gain=0.0128824 0.101494 0.578958 0.754097 0.374013 1.20467 0.607831 0.548989 0.334841 1.20035 1.07257 1.00433 0.927002 0.586555 0.312199 0.303467 0.245992 0.21613 0.187934 0.154295 0.129352 0.503419 0.536977 0.477516 0.611079 0.421018 0.369952 0.115547 0.100919 0.066224 0.230328 0.103011 0.053278 0.0516987 0.0675359 0.0472929 0.222758 0.225092 0.400151
threshold=0 1 2 1.5000000000000002 3 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 4 5 7.5000000000000009 1.0000000180025095e-35 10.500000000000002 12.500000000000002 6 12.500000000000002 16.500000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 7 7.5000000000000009 2.5000000000000004 8 7.5000000000000009 9 10 15.500000000000002 27.500000000000004 35.500000000000007 11 12 1.5000000000000002 3.5000000000000004 13 14 4.5000000000000009 2.5000000000000004
decision_type=9 1 1 2 1 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 1 1 2 2 2 1 1 2 2 1 1 2 2
left_child=1 4 3 -3 5 6 15 20 9 11 12 -4 19 -14 27 -1 17 -12 -8 -10 23 25 -23 26 -25 -22 -6 -11 32 35 -31 -32 -9 34 -7 36 -2 38 -38
right_child=29 2 8 -5 7 33 18 28 10 14 16 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 30 31 -33 -34 -35 -36 -37 37 -39 -40
leaf_value=0.01190962662271494 -0.0015022818443748505 -0.015212197826619339 0.016133602262890158 0 0 0.0022403112911701965 -0.0041429996112793679 0 0 0 -0.013269331798639962 -0.0001707714401662252 0.017328969708601441 0 0 0 0 0 0.0034903334124035627 -0.0064908074931420354 0.010358048738552741 -0.0077906029888358463 0.0013793425683260268 -0.0046426692284954442 0.0059747516664918968 0 -0.0064402754345121481 -0.0087322439903749268 0 -0.0084264866371260346 0.0043963425956045519 -0.0013401382493848143 0.008644158667922482 -0.0043793668699694324 -0.002158885332663691 0.0001893413147208934 0.009496184436175524 0 0
leaf_weight=145.10472592791848 780.57480034151922 31.309505017110496 68.12745602758514 34.646493163098057 96.92149229118877 27.699347635454615 29.44637041023816 17.02190565042838 6.3050568917969967 14.461871140032599 54.135343492307584 7.0538570764183524 27.089001208783888 1.7451936342986289 3.291805271888733 5.9820584961489649 0.99508557099033978 0.1634102446550959 40.509214064251864 11.703270166559376 46.081612714086077 81.622548089406337 36.98499695576902 31.293858780918526 92.994921927231189 25.517005179535772 227.12355317578113 30.103851914067491 0.65351193302194488 12.87717142624024 9.2470751944492786 3.5796920460707033 34.508599384411355 44.221253209863789 52.768565415790363 1796.7806310095366 48.315230784231971 33.600615635179565 6.3385133610427138
leaf_count=137586 491740 34338 68170 40608 94028 28278 34801 15989 7460 14568 57418 7114 28364 1800 3936 5568 944 191 44981 12628 52313 87598 30697 33495 96466 26708 240531 32061 572 3034 3531 3440 33268 46794 56336 949195 21235 9824 6838
internal_value=0 0.000191422 -0.000994719 -0.00753727 0.000827873 0.00340216 0.00791415 -0.000165799 0.000638208 0.00449851 -0.00165897 0.0110853 0.00475807 0.0138452 -0.0032823 0.0109725 -0.0097846 -0.0122513 0 -0.00211146 -0.0014903 0 -0.00300876 -0.00241006 0.00106046 0.00567837 -0.00456561 -0.00749622 0.00699862 -0.000169761 -0.00364785 0 0.0078582 -0.00242076 0 0 -0.000669266 0.00261693 0.00601301
internal_weight=0 1327.59 291.131 65.956 1036.46 345.732 221.042 690.724 225.175 123.039 102.136 75.1813 46.8425 28.8342 47.8575 151.087 55.2938 54.2988 69.9556 18.0083 638.54 190.206 118.608 448.334 124.289 71.5986 324.045 44.5657 52.184 2691.31 25.7039 12.8268 51.5305 124.689 80.4679 2665.61 868.829 88.2544 54.6537
internal_count=2864446 1375609 309600 74946 1066009 354344 222936 711665 234654 125849 108805 75284 50252 30164 50565 143154 58553 57609 79782 20088 661836 197316 118295 464520 129961 79021 334559 46629 49829 1488837 10005 6971 49257 131408 84614 1478832 529637 37897 28073
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=10817982 5 642 674 329 60 1 28 20 260 16 56 80 568 1
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=40
num_cat=22
split_feature=2 1 0 0 3 9 0 0 3 3 0 0 3 3 9 1 2 0 2 0 7 1 9 0 2 2 0 2 1 6 2 0 2 1 6 2 3 9 1
split_gain=0.0135313 0.117977 0.269761 0.405584 0.44535 0.311846 0.468019 0.453688 0.426982 0.349552 0.341241 0.295689 0.241771 0.166578 0.110534 0.884944 0.420304 0.407605 0.419535 0.293376 0.261311 1.17406 1.21829 0.875848 0.504357 0.496634 0.382951 0.403819 0.337712 1.04109 1.23454 1.20887 0.687233 0.659714 0.646056 1.21913 1.10437 0.987149 1.40019
threshold=0 1 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2 6.5000000000000009 4.5000000000000009 1.5000000000000002 4.5000000000000009 34.500000000000007 3.5000000000000004 2.5000000000000004 4.5000000000000009 3 4 5 1.5000000000000002 6 17.500000000000004 7 8 9 1.0000000180025095e-35 10 11 18.500000000000004 12 13 14 15 17.500000000000004 16 17 18 19 5.5000000000000009 20 21
decision_type=9 1 2 2 2 1 2 2 2 2 2 2 2 2 1 1 9 2 9 2 1 1 1 2 9 9 2 9 1 1 9 2 9 1 1 9 2 1 1
left_child=14 -2 3 -3 -5 13 7 11 10 -9 -8 -7 -6 -4 15 17 -17 -1 19 -19 28 22 24 -24 -22 -25 27 -23 34 30 -30 32 -31 -32 35 -16 -37 38 -36
right_child=1 2 5 4 12 6 8 9 -10 -11 -12 -13 -14 -15 20 16 -18 18 -20 -21 21 26 23 25 -26 -27 -28 -29 29 31 33 -33 -34 -35 37 36 -38 -39 -40
leaf_value=-7.9618589882996747e-05 0.00020992902790373735 0 0.0083689420785898975 -0.013245847304882303 0.0059471379681923231 0 -0.01594984250196594 0.012690074205494943 0 0 0 -0.0081881884409904983 -0.0042632025362184384 0 0 0 -0.014773818942951164 0.016266967251198205 0 0 0.0085001034620114553 0 0 0 -0.0022815629345011822 -0.019944932036174163 0 0.011143501986176502 0.0070823507258165391 0.001884990480563142 -0.0011751895362118923 0.016742346139116512 -0.0064955436865629587 -0.0074828898866028358 0.011117879470093548 0.0098537527468500457 -0.0025246231176345169 -0.005027689038173847 -0.0035662352050656806
leaf_weight=11.977758592067401 438.48626695287385 135.58072133266978 39.171347246679943 41.439511820863117 11.5259179503264 62.526957668371324 19.933987336327849 18.785376428240856 11.6948782975669 1.5064438079789386 1.972500069066881 16.814378710965684 22.21481564026908 2.9967308647392192 494.3103194321011 4.0798599946865579 29.133332855264598 21.112985388208475 2.3704812299401992 0.8738077204907303 42.408848762708658 15.606036361947188 10.165390691727223 1.9428967811836626 5.0241263731732024 30.779516340073314 4.7476882698683758 134.32681787582987 53.318050529444008 537.02852084086771 556.832620219604 20.817027919954853 74.362049423907592 381.87775969782979 83.149146243194991 283.94077006672887 34.607827536878176 293.1286631088733 67.796197131057852
leaf_count=7792 430006 140860 39841 42666 12331 67874 19770 18436 11305 1501 1799 17243 24737 3231 263562 5259 23471 3227 2538 153 11986 16105 6404 2331 5273 11302 1778 48893 51204 253861 222353 3141 79576 265162 69531 288856 34011 278240 76541
internal_value=0 -0.000396427 -0.00174397 -0.0040887 -0.00876513 0 -0.00137268 0.0002106 -0.00888496 0.0093118 -0.0133787 -0.0012896 0 0.00582921 0 -0.00299525 -0.0113307 0.00263878 0.00928622 0.0119709 0.00019672 0.00315422 -0.00328303 -0.0123734 0.00340556 -0.0192281 0.00819425 0.00989272 0 -0.00102251 -0.00312843 0.00180555 6.99255e-05 -0.00424871 0.00112352 0.00290353 0.0073362 -0.00145576 0.003586
internal_weight=0 824.65 386.164 210.761 75.1802 175.403 133.235 99.6332 33.6014 20.2918 21.9065 79.3413 33.7407 42.1681 3195.72 69.5482 33.2132 36.335 24.3573 21.9868 3126.17 245.001 90.3208 42.8878 47.433 32.7224 154.681 149.933 2881.17 1624.24 992.028 632.208 611.391 938.71 1256.93 812.859 318.549 444.074 150.945
internal_count=2864150 831600 401594 220594 79734 181000 137928 105054 32874 19937 21569 85117 37068 43072 2032550 42440 28730 13710 5918 3380 1990110 104072 37296 20037 17259 13633 66776 64998 1886038 875297 538719 336578 333437 487515 1010741 586429 322867 424312 146072
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=377846 149 10 8 12 32800 16832 1 420 1 82272 16390 376864 482 2 262660 242 5 2 576 6 290
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=40
num_cat=21
split_feature=2 8 1 3 3 3 1 0 9 0 0 8 1 9 2 0 2 1 0 3 3 1 3 0 0 1 2 0 2 9 1 9 3 3 0 2 9 3 2
split_gain=0.00428337 0.440484 0.221347 0.331604 0.794618 0.733158 0.405091 0.397227 0.338886 0.261741 0.294556 0.214312 1.01741 0.571791 0.568881 0.682498 0.43667 0.190958 0.513109 0.185481 0.159005 0.11897 0.117864 0.115311 0.111161 0.101635 0.209798 0.297487 1.09586 0.828974 0.706709 1.33455 0.580828 0.234097 0.185128 0.62869 0.637065 0.614639 3.60384
threshold=0 1 2 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3 1.0000000180025095e-35 4 4.5000000000000009 1.0000000180025095e-35 5 6 7 8 12.500000000000002 9 10 2.5000000000000004 14.500000000000002 8.5000000000000018 11 14.500000000000002 14.500000000000002 1.0000000180025095e-35 12 13 1.5000000000000002 14 15 16 17 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 18 19 1.5000000000000002 20
decision_type=9 1 1 2 2 2 1 2 1 2 2 1 1 1 9 2 9 1 2 2 2 1 2 2 2 1 9 2 9 1 1 1 2 2 2 9 1 2 9
left_child=1 2 3 4 17 6 24 -8 -6 10 -4 25 16 -14 -15 19 -13 23 -19 -16 -12 -3 -7 -1 -5 34 -27 30 29 -29 32 -32 -28 -30 35 -2 -37 -36 -39
right_child=11 21 9 5 8 22 7 -9 -10 -11 20 12 13 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 33 -31 31 -33 -34 -35 37 36 -38 38 -40
leaf_value=0.0097678546161189192 0.0020492274577620598 0 0 0.001594973231680752 -0.011418409352970687 -0.0050049786704221486 0 0.016806622742036422 0 0.001211166275673305 -0.0080225808462076869 0 0 0 0.02295704998451828 0 -0.010357843133162924 -0.0045871553778773161 0.0081558201148492493 0 0 -0.010476845069802204 0 0 -0.0050634795362722394 0.00228243130574696 0.00023878927838074765 0.0052062054603838033 -0.012898978989913068 -0.002334729028845938 0.001637144419321529 -0.0086038324979943927 0.0097155742845047299 0 -0.0013618744945218426 0.0001031395384127133 -0.0055212072536778602 -0.015068533251751316 0.011285740743693266
leaf_weight=27.354972681336225 196.11350725136799 2.0096865466621239 78.341501648370468 14.280737172106457 33.332183804173837 23.652602088099233 37.651910056687484 46.107326913566794 11.412831950736289 42.059378943915362 90.600146371325536 4.034047984983772 4.5629884666414 10.656012300925793 42.114224425982684 1.4485257136984717 14.594354277069217 59.058656151362811 18.966341093386291 0.3670678153866892 0.98708886274834995 11.366211354201367 1.2665770339081053 0.59803377807838742 8.9629850444689492 392.78541933478118 264.5659368769484 168.59937474713661 70.956463875963891 443.53768951159873 339.95986771270691 135.85134706809185 109.2843731937246 0.062105183547827347 496.59834648569449 186.34248715357171 436.18933253744035 24.732753571384819 168.17131677315047
leaf_count=22783 212461 1997 81422 14356 30302 23389 39855 39539 11970 39243 84543 4362 2704 9454 15951 455 10930 52434 16218 228 1174 10360 1435 432 9956 403570 127776 59596 80202 136191 236481 100845 92568 44 241950 148391 324063 24457 150027
internal_value=0 -0.000279575 0 0.00217557 0 0.00549655 0.00938159 0.011409 -0.00908717 -0.00165039 -0.0040172 0 0.00443281 0.0105596 0.0138003 0.0175437 -0.00459194 0.00361194 0 0.0223331 -0.00712473 -0.010127 -0.00173517 0.00736258 0 -8.54916e-05 0.000289501 -7.55071e-05 -0.00175471 0 0.000946524 -0.00114566 0.00416471 -0.0108852 -0.000752619 -0.00179338 -0.00348028 7.89143e-05 0.00481795
internal_weight=0 508.009 494.633 282.645 150.723 131.922 107.003 83.7592 44.745 211.988 169.929 3511.53 77.7772 59.1488 54.5858 43.9298 18.6284 105.978 78.025 42.4813 91.5872 13.3759 24.9192 27.953 23.2437 3433.75 1925.6 1532.82 683.156 612.137 849.662 475.811 373.85 71.0186 1508.15 818.645 622.532 689.502 192.904
internal_count=2864114 481408 469051 262669 134139 128530 103706 79394 42272 206382 167139 2382706 44084 28792 26088 16634 15292 91867 68652 16179 85717 12357 24824 23215 24312 2338622 1237273 833703 276033 195787 557670 337326 220344 80246 1101349 684915 472454 416434 174484
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=22545433 1 293 4 1 1 777 4 2369826 2132000 4 64 228 275334 2097248 6 17 1 10817828 6 8720640
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=40
num_cat=25
split_feature=2 0 1 9 2 1 9 0 3 9 2 2 3 9 2 0 3 2 3 0 2 0 3 3 1 0 0 2 1 9 0 1 1 9 11 9 2 2 9
split_gain=0.00828483 0.136354 0.472446 0.652101 0.523747 0.439161 0.699504 0.418064 0.402045 0.33717 0.866552 0.571345 0.36645 0.299753 0.244988 0.201398 0.175216 0.272862 0.141032 0.140829 0.137706 0.123958 0.122865 0.119947 0.102494 0.0798503 0.254159 0.282695 0.148794 0.479478 0.136799 1.52629 0.428406 0.348409 0.270728 0.229307 0.69748 0.643604 0.208107
threshold=0 3.5000000000000004 1 2 3 4 5 39.500000000000007 7.5000000000000009 6 7 8 3.5000000000000004 9 10 107.50000000000001 3.5000000000000004 11 12.500000000000002 2.5000000000000004 12 47.500000000000007 5.5000000000000009 4.5000000000000009 13 19.500000000000004 11.500000000000002 14 15 16 3.5000000000000004 17 18 19 20 21 22 23 24
decision_type=9 2 1 1 9 1 1 2 2 1 9 9 2 1 9 2 2 9 2 2 9 2 2 2 1 2 2 9 1 1 2 1 1 1 9 1 9 9 1
left_child=25 2 3 16 -5 13 7 8 -7 11 23 -4 19 -3 -15 -16 17 -2 -6 -12 -8 -22 -13 24 -11 26 30 -28 -27 -30 32 33 -1 -32 38 36 -33 -37 -34
right_child=1 5 9 4 18 6 20 -9 -10 10 12 22 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 28 27 -29 29 -31 31 35 34 -35 -36 37 -38 -39 -40
leaf_value=0.0067049183854191565 0.0081469500741081276 0.00055171038362767408 0.0054375688634452964 0 -0.013375664607187386 0.013706992784738714 0 0 0 0 -0.013260573239784116 -0.003721832692038666 0 0 -0.011777202890187868 0 -0.0013007753886705004 0 0 0 -0.0087059524279024421 0 0 0 0.006934691810744506 0 0 0.0065603869151245097 0 -0.011365659318649711 0 -0.0042161614656960221 0.0014956300389003913 -0.010837048661313402 0.0079515111825405136 0.0058323107480133885 0.0049119504004040198 -0.005003931100644456 -0.00067956978537923461
leaf_weight=61.171473191599944 26.559940885759715 12.69632169370743 201.67336924215488 25.370484677048807 91.15925663071539 79.699455659814703 12.107905155979097 1.7418776851263817 1.4527564379386593 3.0133985940628918 57.586365833121818 89.390269556664862 14.084233748799305 8.4304445323359669 37.960176184475131 0.098778908926759779 7.4846361341769798 17.869793892932648 0.49578728439519082 6.8768875943351295 11.604783327100447 0.206558500183747 10.891561992481 4.0855225281266021 28.250146600839802 32.689055086695589 6.607304139957705 86.60137043868599 6.2004914269491564 17.383815328023051 17.544949893679586 44.488740359840449 499.5382308262233 131.66793839202728 12.544286369069594 27.052717787635629 302.99009485048009 132.03435111061845 1890.4773850696447
leaf_count=61996 25781 13563 188468 27746 93392 57474 12739 1668 1053 3625 63969 104793 14000 9089 39847 129 7738 21101 565 7192 10667 231 9886 3571 28959 8583 5894 33980 4962 10160 8286 43023 357871 64362 6622 27234 108236 53493 1322341
internal_value=0 -0.000323676 -0.00133319 -0.0052765 -0.00896852 0.00134529 0.0053716 0.0096312 0.012217 0 -0.0032225 0.00227739 -0.0089318 -0.00226794 -0.00640564 -0.00909904 6.32623e-05 0.00476387 -0.0119265 -0.012171 -0.00148617 -0.00545971 -0.00167768 0.00348924 0.00606994 0 0.000157281 0.00461296 -0.00288543 -0.00589048 0 -0.00126868 0.000325493 -0.00913674 0 0.0010223 0.00265442 -0.000852771 -8.46873e-05
internal_weight=0 750.791 584.792 168.94 117.026 165.999 106.813 82.8941 81.1522 415.852 113.897 301.955 78.5475 59.1857 46.4894 38.059 51.9144 44.4297 91.655 64.4633 23.9192 11.8113 100.282 35.3491 31.2635 3268.99 3212.72 93.2087 56.2734 23.5843 3119.51 655.779 2463.73 149.213 2402.56 506.566 347.479 159.087 2390.02
internal_count=2864289 747246 600786 176323 121703 146460 83832 60195 58527 424463 121316 303147 85161 62628 49065 39976 54620 46882 93957 71161 23637 10898 114679 36155 32584 2117043 2093338 39874 23705 15122 2053464 304634 1748830 72648 1686834 231986 151259 80727 1680212
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=8743412 586 6 4104 420 9 1 557064 6292995 10 524296 2621442 522 384 278544 73 12 552 512 4 1 1 336032 336032 2
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=40
num_cat=17
split_feature=2 9 1 3 1 0 3 0 0 3 3 0 0 3 9 2 1 3 0 3 2 3 2 1 1 3 1 2 1 3 2 3 0 1 0 0 1 3 0
split_gain=0.00667391 0.140846 0.699823 0.401798 0.352454 0.697215 0.347873 0.301699 0.291887 0.265903 0.776878 0.264528 0.233655 0.159377 0.0968347 0.338627 1.06339 1.00224 0.49034 0.254177 0.369417 0.348304 0.708356 0.986012 0.762254 0.396372 2.87316 0.737767 0.624353 1.01736 0.975302 0.366692 0.322976 0.233001 0.263469 0.240447 0.55386 0.44978 0.310911
threshold=0 1 2 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.5000000000000009 4.5000000000000009 4 5 6 5.5000000000000009 18.500000000000004 8.5000000000000018 7 4.5000000000000009 8 9 10 3.5000000000000004 11 12 13 1.0000000180025095e-35 14 6.5000000000000009 3.5000000000000004 15 3.5000000000000004 1.5000000000000002 16 1.5000000000000002 3.5000000000000004
decision_type=9 1 1 2 1 2 2 2 2 2 2 2 2 2 1 9 1 2 2 2 9 2 9 1 1 2 1 9 1 2 9 2 2 1 2 2 1 2 2
left_child=1 2 -1 7 6 9 -3 -4 13 -6 -11 -9 -5 -8 19 33 -17 18 -18 21 -21 25 23 -23 31 28 27 -27 30 -30 -2 -24 -26 34 -16 36 -35 -38 -37
right_child=14 4 3 12 5 -7 8 11 -10 10 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 22 24 -25 32 26 -28 -29 29 -31 -32 -33 -34 35 -36 38 37 -39 -40
leaf_value=0.0078737672866105619 0.0092453641660471941 0 -0.00027655430336265448 -0.0098462533918504281 -0.00020045602757132468 -0.0074066176084265443 0.010197710186598721 0.011811736175059555 0 0.014488981230208954 0 0 0 0 0.0051298433227464366 0.0010847826876887211 -0.017256825040983147 0 0 0 -0.010227507370522772 0 0.009582121708365374 0.0170754268212155 -0.012430556779123931 0.01162242031241148 -0.017588243038872818 -0.0010019472701662013 0.0007841597583307016 -0.004546904590335187 0.00033969287130928996 0 0 0 0 0.0049338134492866231 -0.013190620470815454 0 -0.00186155276769675
leaf_weight=91.572958487431606 141.18780659412005 189.81492042723403 10.107115118167714 38.75143840732926 32.11574213077256 145.94445043495216 54.360723199093627 11.13391842038982 1.9220710641675385 20.656539988325676 23.71623093256494 5.071539032389409 4.8710812419085405 19.933600965705409 137.23291283700019 80.614035562583013 75.110209096390463 10.037392316815383 1.6479470619087795 13.85843052488053 16.776076998779903 29.153514929625089 37.467377502434829 35.119694177454221 30.442155067321437 43.154698693397222 53.351056000799872 20.562013783710427 1064.0924347180626 467.22944613984146 674.43584672594807 11.965388502736458 12.996259611289132 133.38496300510451 42.391604554155492 80.768048262019875 50.466416505587404 14.892761937546309 89.885117303827428
leaf_count=97983 142654 214656 9020 50426 28796 161333 75193 12214 1489 25017 29142 4725 4943 31122 118670 78594 82736 10107 2154 12045 15942 29433 32610 32828 24131 32591 51144 17021 425817 362024 453318 10682 5302 65601 29724 22162 22580 16698 21506
internal_value=0 0.000239836 0.00267198 -0.00179697 -0.000138031 -0.00325399 0.00157177 0.0011895 0.00633322 0.00140108 0.00620724 0.00818249 -0.00766795 0.00829673 -8.90895e-05 -0.00113332 -0.0045906 -0.0109071 -0.0157249 9.42289e-05 -0.00608444 0.000347988 0.00450855 0.0102183 0 0 -0.00500519 0.00584071 0.000342845 -0.0007019 0.00259207 0.00501036 -0.00802796 0 0.00277043 -0.00125453 -0.00365884 -0.00903511 0.000116302
internal_weight=0 649.972 161.508 69.9351 488.464 222.433 266.031 26.3126 76.2164 76.4885 44.3728 16.2055 43.6225 74.2943 3368.22 716.431 167.41 86.7955 76.7582 2651.79 30.6345 2621.16 157.144 64.2732 92.8712 2464.01 117.068 63.7167 2346.95 1531.32 815.624 49.4328 43.4384 549.022 179.625 369.397 198.744 65.3592 170.653
internal_count=2864133 746059 179311 81328 566748 244288 322460 25959 107804 82955 54159 16939 55369 106315 2118074 470532 173591 94997 84890 1647542 27987 1619555 134986 62261 72725 1484569 100756 49612 1383813 787841 595972 43292 29433 296941 148394 148547 104879 39278 43668
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=10574468 10 310 653 5 17334376 29 295987 271624 240 752 283 4718936 738 4456714 480 21
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=40
num_cat=16
split_feature=2 9 1 1 3 0 1 0 3 1 0 3 0 0 3 3 3 3 9 1 0 3 1 3 3 1 0 3 3 2 0 3 1 2 1 9 0 3 2
split_gain=0.00474592 0.108843 0.299524 0.201116 0.803996 1.38476 0.720646 0.573127 0.558628 0.474158 0.335325 0.308091 0.199266 0.199142 0.512719 0.241063 0.171271 0.0786769 0.172752 0.212865 0.238226 0.0764942 0.0571034 0.0544057 0.183161 0.03239 0.49864 2.11126 1.59666 0.742337 0.41638 0.515262 1.38378 1.67832 0.733457 1.71597 0.413418 0.411506 0.802334
threshold=0 1 2 3 1.5000000000000002 1.5000000000000002 4 1.5000000000000002 7.5000000000000009 5 32.500000000000007 9.5000000000000018 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 6.5000000000000009 9.5000000000000018 6 7 7.5000000000000009 6.5000000000000009 8 1.0000000180025095e-35 14.500000000000002 9 1.5000000000000002 1.5000000000000002 1.5000000000000002 10 1.5000000000000002 1.0000000180025095e-35 11 12 13 14 24.500000000000004 3.5000000000000004 15
decision_type=9 1 1 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 1 2 2 2 9 2 2 1 9 1 1 2 2 9
left_child=1 3 21 7 6 8 -5 23 22 -7 11 -9 13 -4 -15 -16 -11 25 19 -19 -21 -3 -6 -1 -25 26 28 -28 -2 -29 -27 32 -32 -34 -33 -36 -31 38 -30
right_child=17 2 12 4 5 9 -8 10 -10 16 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 30 27 29 37 36 31 34 33 -35 35 -37 -38 -39 -40
leaf_value=0 0.001106109010462654 0.0030853233577883103 0 0.0010448109013313919 0 0 -0.010407912640331082 0.011107210903594641 0 -0.013190646478934798 0 0 0 0 -0.014723853121996125 0 0 0 0 0.013764132164987682 0 0 0.01400636278137196 -0.0045019262815717788 0 0.00077729958921508391 -0.00015090905567295731 0 0 0.017517835821049866 0.0067914530247362012 9.8319520644663265e-05 0.0085230772021589688 -0.0077394267803593993 0.0065721042100976932 -0.010172031942507969 0 0 -0.015152473671886152
leaf_weight=38.303692200657679 563.7447462125856 50.488206580121187 40.357072698832781 20.336365242779721 8.3191803570734919 23.329102909556241 93.852241331656842 82.299045451625716 3.959684379544341 26.41804097794375 1.8080712762894098 1.4038089287059836 0.42841256374958803 23.013575300501543 43.843984108949371 0.15867689021979359 1.4020183059183171 2.5416639058967121 1.8477724167460134 15.677800780453257 0.87988261437567494 2.3804264734935705 56.458411975945637 87.21662367747922 1.2608470781706262 1148.8806408482997 518.19460293267912 40.577947710757144 29.323042920177613 98.144906734547476 162.04875299759442 128.61231625203072 32.741748543681751 229.98776791308774 27.482857747818343 258.09012055825588 1.1154635574202973 66.34517098802462 83.691699298447929
leaf_count=42902 315890 56651 46224 19467 9801 24756 100098 66270 4807 28526 1505 1378 495 23386 49092 195 1476 2741 1805 12497 475 2786 64833 93319 1369 891087 187010 39051 48702 74027 47499 108831 28518 86245 21677 175272 699 88983 93789
internal_value=0 -0.00025226 -0.0023729 2.66255e-05 -0.00119218 0.00269094 -0.00714399 0.00253554 0.0113706 -0.00516781 0.00801486 0.009734 -0.0053201 -0.00686785 -0.00934424 -0.0135555 -0.010093 4.2682e-05 0.00394545 0.0065307 0.00955407 0.000109278 0.0139152 0 -0.00214291 0 0.000346504 0.00245295 -0.00114907 0.0121906 -0.000272762 -0.00203629 0 -0.00386341 -0.00443981 -0.00702969 0.015315 -0.00881303 -0.0119363
internal_weight=0 607.037 160.67 446.367 234.075 119.886 114.189 212.292 68.7373 51.1492 85.5109 83.7029 107.802 107.373 67.0162 44.0027 27.8201 3409.93 20.9471 19.0993 16.5577 52.8686 64.7776 126.781 88.4775 3388.98 1401.14 658.033 743.105 139.838 1987.84 838.964 424.778 262.73 414.185 285.573 99.2604 179.36 113.015
internal_count=2864134 639336 178829 460507 253764 134199 119565 206743 79441 54758 69153 67648 119392 118897 72673 49287 30002 2224798 17518 15713 12972 59437 74634 137590 94688 2207280 848151 300787 547364 113777 1359129 468042 162262 114763 305780 196949 74726 231474 142491
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22025385 9 296 147 8 96 3 770 8 588 2885648 34 9175558 272 4 2646530
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=40
num_cat=25
split_feature=2 6 1 9 1 3 3 3 3 1 3 3 1 1 6 1 3 2 3 3 1 2 1 2 1 9 2 3 2 1 3 2 3 2 2 3 3 9 2
split_gain=0.00776638 0.364519 0.863094 1.01262 0.749501 1.98855 0.685614 0.349932 0.284425 0.616902 0.255768 0.23627 0.258504 0.203478 0.114255 2.03649 2.84446 3.54361 2.13178 1.81337 1.74379 1.68196 1.5505 2.84251 1.42859 1.20891 0.862928 0.80572 1.83766 1.54982 1.22806 0.762095 0.75243 1.63435 0.748742 0.655391 0.580655 1.23521 1.12499
threshold=0 1 2 3 4 7.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 6 7 8 9 1.0000000180025095e-35 10 2.5000000000000004 4.5000000000000009 11 12 13 14 15 16 17 2.5000000000000004 18 19 8.5000000000000018 20 3.5000000000000004 21 22 2.5000000000000004 1.0000000180025095e-35 23 24
decision_type=9 1 1 1 1 2 2 2 2 1 2 2 1 1 1 1 2 9 2 2 1 9 1 9 1 1 9 2 9 1 2 9 2 9 9 2 2 1 9
left_child=1 2 6 11 7 -6 -1 10 9 -5 -3 12 -4 -13 22 18 17 -17 25 34 32 -22 23 -2 -19 26 -16 36 -29 -30 -31 -27 33 -18 -20 -25 -24 -38 -39
right_child=14 4 3 8 5 -7 -8 -9 -10 -11 -12 13 -14 -15 15 16 20 24 19 -21 21 -23 27 35 -26 31 -28 28 29 30 -32 -33 -34 -35 -36 -37 37 38 -40
leaf_value=0.012052121915909215 0.0058081318918830078 0 0.0042883411966486923 0 -0.013237107793329712 0.01085712039556817 0 -0.00082088836148882453 0 -0.012164325261023019 0.012550591311380414 0 -0.0059666193567445066 0.011484728130295007 -0.0043750703413958777 -0.0096895258041380383 0.016166662219699889 0.021959827982355674 0 -0.0045047414637746043 0.0050567779959372339 -0.013623555709494736 0.00046065571054009771 -0.011962422189129686 0.0053374190568859781 0 0.011169660123134932 0.0050385365816090315 0 -0.018868481048061519 0.00053486000887175561 -0.010119685151693699 -0.0014435435768458656 -0.0030972402634394515 0.015883082461040719 0 0.0085511405709192724 0.0026030523333085477 -0.012677973175958585
leaf_weight=74.363987708471541 107.39027987639565 30.857878854687442 7.9386711314728018 27.014987964088505 123.20334604695017 6.0744498161220681 60.807954048097599 28.465695218474139 18.067007380159339 85.180718893454468 9.9794975889235484 6.1471429725424969 7.8491766993975016 14.706332251815185 7.0551062688027741 39.709589133322879 61.549908546257939 121.13852563537512 12.362990854828238 48.403255699420697 19.957652956647507 132.19472781786681 1036.5072525547512 288.65588278337964 260.11793315869727 52.898285104973183 32.74873000183652 116.97507270448114 124.29867842311796 106.08359492924865 3.8029921995039322 359.95336008731465 37.965742496890016 27.068492961501761 78.04208795951854 47.627511040282116 286.26182906557005 80.646055337761936 27.549904685249203
leaf_count=78958 109778 39892 8397 27252 145713 4695 61022 32499 17220 88866 12328 6663 8268 14750 7523 39800 69904 30219 16429 44230 22667 112646 436417 182073 114197 45627 21235 115820 109229 86859 2379 236662 44569 27572 65399 62843 220154 63519 29858
internal_value=0 -0.000369317 0.00111397 -0.00242219 -0.00380433 -0.00789415 0.00668535 0.00152518 -0.00725075 -0.00932098 0.00726595 0.00565453 0 0.0100935 3.32011e-05 0.000840717 0.00454406 0.00968605 -0.0030889 0.00583563 -0.00228942 -0.00906943 -0.000307045 -0.00542867 0.0129148 -0.00670381 0.00384329 0.000896245 -0.0029011 -0.00801177 -0.0150088 -0.00848476 0.00441749 0.00956003 0.0136065 -0.0100503 0.00208003 0.00529514 -0.00163532
internal_weight=0 500.657 302.076 166.904 198.581 129.278 135.172 69.3031 130.263 112.196 40.8374 36.6413 15.7878 20.8535 3516.97 1291.17 699.703 420.966 591.464 138.808 278.737 152.152 2225.8 443.674 381.256 452.655 39.8038 1782.13 351.16 234.185 109.887 412.852 126.584 88.6184 90.4051 336.283 1430.97 394.458 108.196
internal_count=2864131 546523 311396 171416 235127 150408 139980 84719 133338 116118 52220 38078 16665 21413 2317608 898679 461574 184216 437105 126058 277358 135313 1418929 354694 144416 311047 28758 1064235 314287 198467 89238 282289 142045 97476 81828 244916 749948 313531 93377
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=31228449 2 833 2 60 128 138 128 2 163 67846 832 6146 584 76180 8 4 3216 2172168 416 1044 2099278 65924 9 18896
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=40
num_cat=19
split_feature=2 3 7 1 0 9 3 4 1 0 0 7 7 1 0 3 4 0 7 1 1 0 0 0 0 3 1 3 0 0 1 3 9 3 3 3 1 1 2
split_gain=0.013336 0.0716387 0.654747 0.780981 0.915596 0.615946 0.521861 1.74525 1.17785 1.56397 0.700274 0.525986 0.365737 0.346093 0.382275 0.343856 0.338218 0.640247 0.311227 1.96769 1.16551 0.74079 0.424428 0.409136 0.387583 0.240172 0.20374 0.183257 0.128404 0.117779 0.357905 0.296001 0.114962 0.0928822 0.0490456 0.44915 1.10001 0.393264 0.434009
threshold=0 2.5000000000000004 1 2 7.5000000000000009 3 1.5000000000000002 4 5 2.5000000000000004 10.500000000000002 6 7 8 13.500000000000002 16.500000000000004 9 6.5000000000000009 10 11 12 24.500000000000004 7.5000000000000009 1.0000000180025095e-35 32.500000000000007 29.500000000000004 13 3.5000000000000004 9.5000000000000018 5.5000000000000009 14 3.5000000000000004 15 6.5000000000000009 1.5000000000000002 2.5000000000000004 16 17 18
decision_type=9 2 1 1 2 1 2 1 1 2 2 1 1 1 2 2 1 2 1 1 1 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 1 9
left_child=1 6 3 4 5 27 7 18 10 12 11 -8 -10 14 -11 -7 29 26 20 24 22 -21 -1 -22 -20 28 -18 -3 -4 31 -31 -5 -6 -34 -2 36 -36 38 -37
right_child=34 2 25 16 32 15 8 -9 9 13 -12 -13 -14 -15 -16 -17 17 -19 19 21 23 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 33 -35 35 37 -38 -39 -40
leaf_value=0.0061468566287804938 0.00010742857446575027 0 -0.014423904776529448 -0.0069831624783459395 0 -0.011294924123910104 0.018337608497912088 -0.018752539519216321 -0.011832258384825357 0.017907084027755312 0 0 0 0 0 0 0 0 0.022308734695808598 -0.013478915609205942 0 0.0018429446395777341 -0.00031649108533007294 -0.0072208165410220619 0 0 0.012007533677693277 0.0068840091390690271 0 0.0099280674524612443 0 7.9205066980489241e-05 0.011341440984519726 0 0.0016162315245025179 -1.8683239563131926e-05 -0.008787707308930413 -0.0014559382894161171 0.0061707653160018982
leaf_weight=248.75857722884029 2093.0514469807895 6.3360945003805691 19.061416077172915 34.479759552086762 1.0890750466351165 126.63319630113983 64.620363511898177 17.997597977802798 62.981528719514245 18.333155466925749 3.0807279763539546 4.1526803243250461 3.500062203835113 18.083586506603751 1.988734322003437 0.42767559047206205 6.0913405510218581 4.9300851697335011 28.029864772383011 23.150471768713036 124.74881421100872 1.4196981260902237 30.167624121131666 158.47269951698763 0.81492095987778057 0.01446393644437094 82.256053738376067 9.2912514076015196 2.7149236893892512 6.3852705048411735 7.4858348188572545 47.886363242309017 9.5051635748968639 1.3578209549741593 113.29800394290214 69.975914045200625 159.14900921731896 231.45619937054653 170.30509440141032
leaf_count=268280 912099 6130 22001 39772 1077 143029 73898 24953 74239 19668 3126 4850 3963 17407 2019 447 6578 4230 28041 24669 141493 1638 35457 162208 932 9 99023 9234 2278 6617 4607 57197 8663 1099 99699 75530 146422 208118 123429
internal_value=0 0.000328992 -0.000315129 0.000417978 -0.00345481 -0.0073851 0.000981683 0 0.00539993 0 0.0126174 0.0163975 -0.00984967 0.00958106 0.0127072 -0.00964893 0.00491835 0.00863272 0.000942744 0.00664748 0 -0.00555219 0.00437232 -0.00414683 0.0176194 -0.0112213 0.0114773 0.000658663 -0.0131278 0 0.00475753 -0.00128245 0.00721951 0.00809891 -2.56345e-05 -0.000777377 -0.00397524 0.00059885 0.00355247
internal_weight=0 1176.25 365.946 344.155 154.64 142.688 810.301 633.56 176.741 104.887 71.8538 68.773 66.4816 38.4055 20.3219 127.061 189.515 93.2775 615.563 53.415 562.148 24.5702 278.926 283.222 28.8448 21.7908 88.3474 15.6273 21.7763 96.2372 13.8711 82.3661 11.9521 10.863 2837.24 744.184 272.447 471.737 240.281
internal_count=2864129 1298832 411991 387703 169679 158840 886841 687671 199170 117296 81874 78748 78202 39094 21687 143476 218024 109831 662718 55280 607438 26307 303737 303701 28973 24288 105601 15364 24279 108193 11224 96969 10839 9762 1565297 653198 246121 407077 198959
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=8739510 1 720 4 2 662 1 1 104 2 1 533 458 2 268 4 300 209 4194568
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=40
num_cat=16
split_feature=2 1 3 3 1 2 0 0 0 0 9 2 1 1 3 0 2 9 0 2 3 0 9 9 1 2 3 9 0 3 0 0 0 3 0 0 3 0 3
split_gain=0.0138219 0.283057 0.289754 0.736389 0.926097 0.499556 0.497724 0.303706 0.242359 0.497758 0.741097 0.367661 0.348588 0.248775 0.16157 0.371661 0.53428 0.187882 0.23538 0.218772 0.0994932 0.285374 0.0847159 0.0753002 0.07453 0.371136 0.836486 1.43035 0.781538 0.484122 0.261726 0.678706 0.248608 0.22342 0.163366 0.852373 0.417591 0.851597 0.273643
threshold=0 1 4.5000000000000009 2.5000000000000004 2 3 2.5000000000000004 11.500000000000002 14.500000000000002 1.0000000180025095e-35 4 5 6 7 4.5000000000000009 1.0000000180025095e-35 8 9 9.5000000000000018 10 5.5000000000000009 2.5000000000000004 11 12 13 14 1.0000000180025095e-35 15 5.5000000000000009 8.5000000000000018 12.500000000000002 1.5000000000000002 8.5000000000000018 8.5000000000000018 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009
decision_type=9 1 2 2 1 9 2 2 2 2 1 9 1 1 2 2 9 1 2 9 2 2 1 1 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=24 14 3 8 5 22 -7 23 9 13 -11 12 -10 -3 15 16 -2 18 19 -17 21 -4 -5 -6 25 34 30 28 29 -28 31 -27 33 -29 -1 38 -37 -38 -36
right_child=1 2 20 4 7 6 -8 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 32 -30 -31 -32 -33 -34 -35 35 36 37 -39 -40
leaf_value=-0.0020033048223062895 0 0.0047917039866124892 -0.010079206231236051 0.0055049046526457453 0 -0.01431366160589 0 0 0 0.0012098026746285135 -0.0078851721727990747 0 0.01394104578220922 -0.00011961003378657158 0 0.0080408384363503359 -0.013109613003496643 -0.0048043158418003915 0 0 0 0 0 0.013400178157273072 0 0 0.020494500680868173 -0.010229089436089633 0 0 0.0028974211094357528 -0.012915555315052603 0 0 0.0090594791330297197 0 0 -0.016024467991004727 0
leaf_weight=257.07174284711073 16.008061974476732 87.838802174090233 22.255931867868643 11.17950806912995 8.3863835320007638 20.16539377215668 5.2300183281040509 2.0516414341254849 1.8573285742895651 64.679119407934195 161.67986700899201 2.5755286747808013 11.754126370069571 80.115653573149757 23.752943135121313 39.56447930118884 39.396984731287375 17.760677717073122 5.7475192970887283 20.231807549658697 58.277951937117905 6.5165209557744666 2.0720977169985408 89.534139173483709 2571.2585167655743 34.515553803452349 69.564601961952576 21.231119200594556 14.009558839286909 2.0224307926546308 2.0679169439536045 25.094069365120959 1.8227083461824793 0.79198416756116685 100.44120215567818 61.890341958380304 27.810414891515393 23.460445205659198 2.517359938210574
leaf_count=184676 14546 86764 22587 12036 8899 21652 4561 1513 1309 65370 151083 3461 8667 85746 25939 36399 50146 18881 5495 21822 59181 5840 1982 88298 1606833 31228 74610 23223 15698 2036 2264 26092 2170 783 45576 11982 17270 15290 2227
internal_value=0 -0.000278826 0.000328684 0.00161563 0.00725511 -0.000857123 -0.00828621 0.0113648 0 -0.0013326 -0.0045391 0.00601325 0.00998651 0.0015064 -0.00373441 -0.00521366 -0.00985969 0 0.00227368 0.00573802 -0.00353179 -0.00646302 0.00327633 0.0132644 0.000149764 0.00109369 0.00463832 0.00968423 0.0146188 0.019079 -0.000776093 -0.00517874 -0.00290816 -0.0077521 0 0.00139881 -0.00268994 -0.00800804 0.00774204
internal_weight=0 798.632 636.17 549.12 138.619 38.647 25.3954 99.9722 410.5 394.313 226.359 16.187 13.6115 167.954 162.462 138.71 55.405 83.3045 65.5438 59.7963 87.0504 28.7725 13.2516 97.9205 3215.57 644.311 171.12 109.442 85.5966 71.587 61.6775 59.6096 23.8458 22.0231 473.192 216.12 113.161 51.2709 102.959
internal_count=2864135 802177 628949 541341 138941 40231 26213 98710 402400 388963 216453 13437 9976 172510 173228 147289 64692 82597 63716 58221 87608 28427 14018 97197 2061958 455125 178104 118520 92344 76646 59584 57320 26176 24006 277021 92345 44542 32560 47803
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=8747126 578 20 2097920 6 2098440 257 308 2097280 5 1416 3 4 578 8390724 5
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=40
num_cat=19
split_feature=2 1 3 3 9 0 0 9 1 0 0 0 2 2 3 9 2 0 3 0 9 0 9 2 0 0 2 2 1 0 0 0 0 2 2 3 2 1 0
split_gain=0.00981727 0.223126 0.349085 0.272282 0.257483 0.212415 0.141197 0.0522084 0.0433172 0.259202 0.672814 0.687114 0.729513 0.663959 0.555859 0.376753 1.11195 0.888613 0.352894 0.313229 0.279202 0.252412 0.178544 0.840009 1.34027 0.478791 0.787103 0.588098 0.468099 0.454505 0.413225 0.310529 0.231442 0.711648 0.524806 0.438724 0.662164 0.491657 0.346262
threshold=0 1 2.5000000000000004 4.5000000000000009 2 5.5000000000000009 8.5000000000000018 3 4 13.500000000000002 7.5000000000000009 5.5000000000000009 5 6 2.5000000000000004 7 8 1.5000000000000002 1.5000000000000002 10.500000000000002 9 93.500000000000014 10 11 3.5000000000000004 1.0000000180025095e-35 12 13 14 9.5000000000000018 3.5000000000000004 2.5000000000000004 2.5000000000000004 15 16 4.5000000000000009 17 18 12.500000000000002
decision_type=9 1 2 2 1 2 2 1 1 2 2 2 9 9 2 1 9 2 2 2 1 2 1 9 2 2 9 9 1 2 2 2 2 9 9 2 9 1 2
left_child=1 2 5 -4 -3 7 -6 -1 9 10 11 15 20 -11 -12 16 -2 -17 21 -16 -13 -15 32 24 -24 26 -25 30 29 -26 -27 -29 33 -10 38 37 -37 -36 -34
right_child=8 4 3 -5 6 -7 -8 -9 22 13 14 12 -14 18 19 17 -18 -19 -20 -21 -22 -23 23 25 28 27 -28 31 -30 -31 -32 -33 34 -35 35 36 -38 -39 -40
leaf_value=0 0.01270783234728386 0 0.010655971451422531 0 -0.0076354920775819797 0 0 -0.0067039679558283027 0.0050363181976841578 0 -0.01089933984064035 0 -0.00089252749420768102 0.01935787281200127 -0.0020922391352042728 0.0010566251469653442 0 -0.0057940558922651916 0 0.0091160374738056132 0.014267692001968996 0 -0.013956629961809131 -0.0036690357954657984 0.016523929910063236 0.0093902227396872526 0.0077693939045152972 -0.0074377231754793743 -0.0012707464392747057 0 0 0 0.0077890261476039448 0 0.00073939489016595038 0.010262798114749658 -0.0028540513793790948 -0.0050343752585714765 0
leaf_weight=7.5107063096802449 47.815577040135395 11.545490676500776 25.110145841346821 15.849508393956055 85.801444685959723 4.1764454840522367 5.1907260508014579 21.087224181457717 304.44259420530943 52.68805533413979 65.926287976704771 2.5072832150035538 9.4306195530589303 16.888544696259494 7.7594175966150924 449.36793047344509 159.14721441453003 243.81154302103823 4.6958614564355221 5.7029992686584592 55.84014903125717 0.62140020972583343 91.962864674889715 24.35248582040731 9.4581215154903457 35.7975826664333 136.9720122925828 129.21652171081951 9.6228537612332747 3.3469401562178964 13.524699916830285 124.46164008730557 66.436808535341697 1183.2114701954142 87.304450683499454 25.977127166290302 12.480586431353002 450.45738020469435 8.4974034491460753
leaf_count=9529 48586 13187 26000 18239 101457 4547 6208 23514 307994 9496 32749 1269 9135 14809 4866 378997 104341 139314 4512 2694 21778 786 98096 30698 7151 38039 97844 64143 10840 2151 13203 55174 69595 800219 20810 12957 12883 237887 8442
internal_value=0 -0.000633424 0.00107195 0.00705804 -0.00392113 -0.00125718 -0.00613589 -0.00615977 5.42039e-05 0.000608632 0 0.000944968 0.0089099 0.0053713 -0.00730482 0 0.00344901 -0.00106381 0.0124654 0 0.0123573 0.017796 -7.14618e-05 -0.00164537 -0.00808921 0 0.00438446 -0.00182573 0.00292383 0.00977839 0.00407414 -0.00433087 0.000239103 0.00103321 -0.00109681 -0.00251159 0.0033207 -0.00365473 0.00435548
internal_weight=0 176.272 73.734 40.9597 102.538 32.7744 90.9922 28.5979 3839.73 1122.2 1047.31 967.92 67.7781 74.8939 79.3887 900.142 206.963 693.179 22.2058 13.4624 58.3474 17.5099 2717.52 578.716 114.391 464.325 161.324 303 22.4279 12.8051 49.3223 253.678 2138.81 1487.65 651.154 576.22 38.4577 537.762 74.9342
internal_count=2864139 202681 81829 44239 120852 37590 107665 33043 2661458 773332 743729 703420 32182 29603 40309 671238 152927 518311 20107 7560 23047 15595 1888126 417339 118238 299101 128542 170559 20142 9302 51242 119317 1470787 1108213 362574 284537 25840 258697 78037
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=22556801 451 4 10 56 2359914 262726 10 10816010 8 5 2360842 2308 18692 261 2425890 8389148 2426176 2
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=40
num_cat=20
split_feature=2 10 1 0 4 1 0 0 1 9 0 10 3 2 3 2 0 3 8 2 4 1 1 0 0 0 9 3 0 0 3 3 3 1 9 3 9 1 0
split_gain=0.0116705 0.322439 0.572614 0.976836 0.779209 0.290296 0.216952 0.202669 0.318638 0.179942 0.160062 0.151234 1.1558 1.38583 1.7767 1.29295 0.95194 0.396749 0.227221 0.203645 0.860096 0.954681 0.922981 1.11871 0.729591 1.63039 0.627496 0.773958 0.433241 0.697701 0.349047 0.210627 0.199473 0.188314 0.29209 0.181939 0.155329 1.28563 0.455481
threshold=0 1 2 6.5000000000000009 3 4 6.5000000000000009 1.0000000180025095e-35 5 6 5.5000000000000009 7 1.0000000180025095e-35 8 4.5000000000000009 9 5.5000000000000009 2.5000000000000004 10 11 12 13 14 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 15 9.5000000000000018 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 2.5000000000000004 6.5000000000000009 16 17 3.5000000000000004 18 19 1.0000000180025095e-35
decision_type=9 1 1 2 1 1 2 2 1 1 2 1 2 9 2 9 2 2 1 9 1 1 1 2 2 2 1 2 2 2 2 2 2 1 1 2 1 1 2
left_child=1 2 6 4 -4 10 7 8 9 -1 -3 19 15 17 33 16 -13 -14 32 20 21 28 23 35 25 -23 -24 -28 31 -30 -25 -2 -19 -15 -35 -22 -21 38 -38
right_child=11 5 3 -5 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 36 22 24 26 30 -26 -27 27 -29 29 -31 -32 -33 -34 34 -36 -37 37 -39 -40
leaf_value=0 0.0060690008412942267 0.013553501076534491 -0.011257055206254732 0.0046964248747895501 0 0 -0.0033984108310880601 0.00479942556610419 -0.0031413000426164309 0.0067213454443935576 0 0.023840175429891284 0 0 0 -0.0042447869445128459 0 0.015176098703505751 0 0.0002713353554752664 -0.0063165529737434101 0 0 0 0 0.018455045445737447 -0.014198221670500229 0 -0.012427652195886481 0 0.019787048135210594 0 0 0 -0.025009732072124494 0 0 -0.0069979967478037393 0.0079771818934168733
leaf_weight=3.7060657832626021 33.160031738811085 12.265790895740791 154.69543449177581 23.462961445729889 38.875811062636785 8.8547802462053387 27.850159971087123 129.15801840485074 102.41552763202344 44.308727118848765 1.5316752189755778 17.630084012431329 8.3278028322019981 3.8942597363638924 23.401478753556148 13.254414443043059 2.016733448195736 9.9341545330535119 0.88419301004614581 2442.2114839308642 16.963225905637955 101.59975664937519 19.046039913584536 0.8596793903852803 113.77044076799211 96.59024939982919 93.510286307297065 7.4458969387633251 44.194066103969817 16.126544095648569 11.729966285638509 2.6291653166990718 0.65333798446226943 5.8985746820981149 45.287608449551044 23.642033952310157 28.770737113685755 195.49264656584273 87.48436839482747
leaf_count=4018 33631 12410 156203 22960 43576 8821 18987 111818 107424 41519 1761 19383 9697 4143 23683 14995 1534 10268 893 1392828 18887 115142 20024 848 117012 94751 116065 7519 43603 17310 11376 2782 701 5665 43384 23577 22510 128095 34404
internal_value=0 -0.000285628 -0.00144532 -0.00512469 -0.00835664 0.00633769 0.000621195 0.0023012 0 0.00449843 0.00965775 0.000140226 -0.00265838 -0.00885476 -0.0139674 0.0064771 0.01565 0.00366202 0.0109035 0.000362582 0.0019975 0.00471931 -0.00259062 0.00405336 0.00733978 0.0108395 -0.00752589 -0.0106346 -0.00158638 -0.00704438 0.0173686 0.00182905 0.0133214 -0.0224844 -0.0221889 -0.000877703 0 -0.00197392 0.00418325
internal_weight=0 547.125 524.473 217.034 193.571 22.6522 307.438 279.588 150.43 48.0148 13.7975 3466.41 131.183 98.2814 78.4819 32.9012 19.6468 19.7995 11.4717 3335.23 581.267 408.07 173.197 53.1949 311.96 198.19 120.002 100.956 96.1098 60.3206 12.5896 35.7892 10.5875 55.0804 51.1862 40.6053 2753.96 311.748 116.255
internal_count=2864207 529497 506505 222739 199779 22992 283766 264779 152961 45537 14171 2334710 134346 98434 76875 35912 20917 21559 11862 2200364 622527 424231 198296 54688 326905 209893 143608 123584 97326 60913 12224 36413 10969 53192 49049 42464 1577837 185009 56914
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=22058521 1 45 2 368 12 4 1 2623490 10551490 1 8659236 2 38 526 12 40 4 3 548
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=40
num_cat=21
split_feature=2 1 3 3 2 9 3 3 2 10 0 9 0 1 0 1 3 1 3 2 1 2 0 2 0 11 2 0 0 0 0 9 1 2 2 3 9 3 0
split_gain=0.0123912 0.119854 0.523355 0.652778 0.634355 0.501068 0.367099 0.367019 0.559548 0.734672 0.353525 0.465542 0.951984 0.774208 0.319179 0.314041 0.295086 0.334364 0.289683 0.341033 0.263264 0.597274 0.223944 0.227299 0.222884 0.134894 0.134283 0.126194 0.0486262 0.0405162 0.0396947 0.549254 0.253528 0.896923 0.675268 0.432829 0.885589 0.380459 0.427855
threshold=0 1 3.5000000000000004 1.5000000000000002 2 3 3.5000000000000004 8.5000000000000018 4 5 5.5000000000000009 6 1.0000000180025095e-35 7 8.5000000000000018 8 1.5000000000000002 9 12.500000000000002 10 11 12 1.5000000000000002 13 29.500000000000004 14 15 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 16 17 18 19 1.0000000180025095e-35 20 6.5000000000000009 10.500000000000002
decision_type=9 1 2 2 9 1 2 2 9 1 2 1 2 1 2 1 2 1 2 9 1 9 2 9 2 9 9 2 2 2 2 1 1 9 9 2 1 2 2
left_child=30 2 3 4 28 -6 10 8 27 14 11 20 15 -14 -10 -13 17 -12 19 -4 21 -3 23 -5 -19 -21 -22 -8 -2 -9 31 -1 34 -34 35 36 -32 38 -37
right_child=1 6 18 22 5 -7 7 29 9 -11 16 12 13 -15 -16 -17 -18 24 -20 25 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 32 -33 33 -35 -36 37 -38 -39 -40
leaf_value=-0.010061836232845699 0.0022189532789823139 0.011428030411358063 0 0.011426191764258554 0 -0.014280165424205408 -0.0055998161159354735 0 0.017753945520643789 0 0 0.0043470971912698787 0 -0.01475755746653154 0 -0.0040247876727296126 0 0.01739547168930276 0 -0.01528642743337978 0 -0.00073560120221862195 0 0 0 0 -0.005179617178192905 0 0 -0.0034436448331163767 0.0034434634421183076 5.7441218827645302e-05 0.0056017876736195373 0 -0.0074260634589428283 0.0068485597502490518 -0.0087507840794525515 -0.0023913097337220713 -0.00051848106664738325
leaf_weight=14.462202139849978 68.758371902033105 30.873995703470428 10.580464066879358 29.982767219458765 4.7496121198637411 31.149813536336296 10.243074813100973 6.0277252613450383 48.936260505397513 4.2071007110862402 10.47907653600123 66.347615659920848 19.692448027388309 71.38022834045114 2.693861389765515 29.802947655414755 7.8100957813003324 9.1753010915927025 1.6126484389242239 38.419328637137369 4.63728013652144 7.3460007455869336 19.627017748418439 21.510950639240036 0.62433785475150294 0.59011915177688834 10.617299699137218 2.3897919278315394 24.757577417898574 4.1658703758730553 44.027695729993866 1194.3936588973083 313.77230650818092 1447.353708295047 98.23054999121814 199.098055572882 81.48046325611358 9.9426205110648862 11.195434353896415
leaf_count=15786 65374 28777 12492 34111 5882 31537 8813 6434 51390 4563 5921 85612 21995 77647 1419 28623 6818 9486 1556 39872 5156 8676 22565 22823 569 409 12200 2615 23663 3555 31018 964859 284144 564547 102179 190090 61154 8941 10886
internal_value=0 -0.000261835 -0.00203043 0 -0.00345542 -0.0104238 0.000322603 0.00573999 0.00858081 0.0115775 -0.000665143 -0.00289525 -0.00542496 -0.0116793 0.0163003 0 0.00490633 0.00930061 -0.0089324 -0.0108536 0.00159336 0.00607418 0.00676248 0.00917742 0.0124288 -0.0127213 -0.000473871 0 0 0 0.000153168 -0.000142942 0.000450145 0.001085 -0.00133911 0.000203281 -0.00304616 0.00340525 0.00519212
internal_weight=0 599.189 251.739 200.536 129.415 35.8994 347.45 78.6637 68.4701 55.8372 268.787 240.698 187.223 91.0727 51.6301 96.1506 28.0888 20.2787 51.2026 49.5899 53.4746 38.22 71.1207 51.4937 9.79964 39.0094 15.2546 12.6329 93.5159 10.1936 3413.96 1208.86 2205.1 1761.13 443.975 345.744 125.508 220.236 210.293
internal_count=2864157 630553 260284 205955 126456 37419 370269 78789 68800 57372 291480 268686 213877 99642 52809 114235 22794 15976 54329 52773 54809 37453 79499 56934 10055 40281 17356 11428 89037 9989 2233604 980645 1252959 848691 404268 302089 92172 209917 200976
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=8474486 102 2887680 12 40961 1 10 768 9 9 8192 25 2392072 4460552 1 532608 8 896 67376 67686 6
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=40
num_cat=21
split_feature=2 1 0 3 0 2 3 2 0 0 9 9 0 3 0 3 0 2 9 2 12 0 4 2 2 2 3 2 0 2 2 2 2 0 3 2 2 0 0
split_gain=0.012005 0.112408 0.367413 0.683966 0.811947 0.888088 0.415702 0.227646 0.312866 0.267435 0.219432 0.200009 0.617836 0.966108 1.7693 0.952627 0.732113 0.500912 0.189304 0.188778 0.1829 0.181811 0.176607 0.84386 0.610812 0.167862 0.166158 0.233842 0.103805 0.0993665 0.0847946 0.0836505 0.0803849 0.12463 0.0737219 0.0718482 0.0706802 0.150074 0.0657853
threshold=0 1 1.5000000000000002 4.5000000000000009 4.5000000000000009 2 5.5000000000000009 3 7.5000000000000009 13.500000000000002 4 5 1.5000000000000002 2.5000000000000004 10.500000000000002 1.5000000000000002 8.5000000000000018 6 7 8 9 1.5000000000000002 10 11 12 13 1.0000000180025095e-35 14 3.5000000000000004 15 16 17 18 15.500000000000002 10.500000000000002 19 20 15.500000000000002 31.500000000000004
decision_type=9 1 2 2 2 9 2 9 2 2 1 1 2 2 2 2 2 9 1 9 1 2 1 9 9 9 2 9 2 9 9 9 9 2 2 9 9 2 2
left_child=-1 2 6 4 5 -4 10 8 -6 -9 -2 21 15 14 17 20 25 -14 36 -12 29 26 24 -24 -17 -15 -3 -28 30 -13 -23 -18 33 -30 -29 -8 37 -5 -16
right_child=1 11 3 18 7 -7 35 9 -10 -11 19 12 13 16 38 22 31 -19 -20 -21 -22 28 23 -25 -26 -27 27 34 32 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.00013184250515879553 0 0 0 0.014154331107416776 0.010540719365820909 -0.015083313931327724 0 -0.0070407933841687143 0 0 0.007982090438006708 0 0.015325769300370119 0 -0.01017099508044121 0.0039723119288025228 0.0045260713314206847 0 0 0 0 0 -0.0024481255756634451 0.012994381371907457 -0.0075549357742176609 -0.012831300008893681 0 0.014133124913916537 0.0078079763094737048 -0.012183371288100986 -0.0062014713732576393 0 0 0 0 -0.0041925014428535806 0 0 0
leaf_weight=3131.454433403188 2.9811225396042573 9.7504901457869 29.758379341808904 13.779499471478626 18.821909998892806 56.487203888063959 2.7316152124258224 30.212886736546352 20.123751853068825 9.2215244060134847 145.15077239971652 32.892834569734987 63.916429275654082 16.705951262192684 15.600824006149198 25.382096950241248 5.8693912179442123 61.526888506276009 2.4954826606481246 33.396389798428572 0.16188644942303554 2.0211623549112119 14.326471941480122 17.507096524066583 51.896933067480859 37.908546235310496 4.4518537912226748 11.175499505894546 7.0981947997352091 104.55352049699286 9.0370920674322424 3.4359008447645447 6.9317108764153081 0.93090453065815371 0.24993984185857776 10.094803412626787 2.717632766711179 0.52080462448066178 1.7447085303283518
leaf_count=1979731 4179 11505 32131 13221 17197 53733 2848 34575 18022 10947 150951 23116 48991 19296 13767 24564 2196 68424 2648 30052 188 2035 16666 13600 45771 30312 4421 11774 8049 131790 10343 3469 6525 1100 250 10662 2824 486 1776
internal_value=0 -0.000265131 0.000526177 -0.00156825 -0.00504371 -0.0106037 0.0038155 0 0.00503954 -0.00184868 0.00585893 -0.0014036 -0.00242596 0.000382371 0.00577632 -0.00573701 -0.00646907 0.0111712 0.0069842 0.00657762 -0.010544 0.00144 0 0.00508253 -0.00125427 -0.0114785 0.00604303 0.00897204 0 -0.0110547 -0.00502788 0.00161994 4.99791e-05 0.00409134 0.0108298 -0.00194515 0.00869251 0.0104514 -0.00925971
internal_weight=0 883.57 378.494 184.139 164.626 86.2456 194.355 78.3801 38.9457 39.4344 181.528 505.076 453.429 206.709 142.789 246.721 63.9198 125.443 19.5134 178.547 137.608 51.6468 109.113 31.8336 77.279 54.6145 25.6278 15.8773 26.0191 137.446 11.0583 9.30529 14.9608 8.0291 11.4254 12.8264 17.0179 14.3003 17.3455
internal_count=2864135 884404 384476 185784 166605 85864 198692 80741 35219 45522 185182 499928 443926 188231 132958 255695 55273 117415 19179 181003 155094 56002 100601 30266 70335 49608 27950 16445 28052 154906 12378 5665 15674 9149 12024 13510 16531 13707 15543
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=10578892 110 4194322 1056 8 12 787458 3 791586 1 2 5152 294944 5767200 4718608 16777232 786432 263170 524336 1040 263202
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=40
num_cat=14
split_feature=2 9 1 3 1 1 3 3 0 0 3 3 0 3 1 3 11 3 0 0 0 3 0 3 3 3 9 1 2 0 3 2 0 3 0 1 0 2 9
split_gain=0.0116789 0.18545 0.501676 0.432355 0.423366 0.373742 0.685298 0.408445 0.244755 0.631783 0.503254 0.332884 0.299147 0.208082 0.188163 0.294345 0.176181 0.173169 0.141827 0.0884858 0.0859676 0.0834445 0.0572399 0.0558836 0.0215406 0.0200418 0.0197807 1.11262 0.465528 0.220115 0.142386 0.127549 0.125013 0.0643688 0.0496398 0.0336013 0.406277 0.29869 0.278663
threshold=0 1 2 1.5000000000000002 3 4 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 5.5000000000000009 5 7.5000000000000009 6 5.5000000000000009 1.5000000000000002 19.500000000000004 47.500000000000007 10.500000000000002 16.500000000000004 8.5000000000000018 3.5000000000000004 7.5000000000000009 7 8 9 4.5000000000000009 7.5000000000000009 10 69.500000000000014 8.5000000000000018 17.500000000000004 11 20.500000000000004 12 13
decision_type=9 1 1 2 1 1 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 1 9 2 2 9 2 2 2 1 2 9 1
left_child=1 2 8 4 -4 6 19 -7 9 10 -1 -12 13 16 22 18 -10 -11 -16 -3 21 -8 23 -5 -9 -26 27 28 32 -30 31 -29 33 -2 -31 -28 37 -37 -38
right_child=26 5 3 14 -6 7 20 24 12 17 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 35 30 29 34 -32 -33 -34 -35 -36 36 38 -39 -40
leaf_value=0.012599481843098562 0.01569633965155505 0.012099118412213901 0 -0.0060176084068752599 -0.010214277934579595 -0.012928955493439798 -0.0064659273978014478 0.0021537353802948611 0.01417670865221516 -0.0076813613941135303 -0.0062017600592583237 0.0042753355339743932 0 0 0.0086675532140159644 0 0 0 0 0 0 0 0 0 -0.0022888512041875459 0 0.00052976118104653195 0 -0.0060567903324439537 0.0044663201734700987 0 -0.013656888531671095 0 0 0 0.0010910572558268028 0 -0.0015904303873407772 -0.011023834279490149
leaf_weight=25.051643370781676 12.344762449145486 14.591274187725499 17.918461738423503 17.868078801489908 56.82477184299205 33.144407788196986 39.467202204614296 11.108919460522886 34.67453465530707 43.602395296904433 23.295457751417416 39.973125823249575 6.1009242447107672 2.6660037023393661 48.191339502889605 3.742437530643655 0.60159709557774377 4.8648030806943998 24.002722856414039 0.35818270029267374 0.10774387700075649 0.30844487049034697 0.32825357947149214 0.50272063387092103 12.974605413750394 2.3485004383328478 1635.4538068129286 0.91069741404498927 20.822528918302851 11.765317912999306 0.50417308981559372 31.682335885729117 0.39772728760726828 0.19349202327430326 1.6386354781861872 1287.6270965536969 3.2653318942175247 528.77730898305708 16.0969892332505
leaf_count=30544 13596 13784 14740 20097 52646 36790 44306 12636 20841 40218 28510 42648 3386 1802 53783 4669 224 4222 23920 284 107 374 236 599 14564 2341 1047261 1073 9276 2305 506 26311 539 219 602 694635 2631 585120 12255
internal_value=0 -0.000432538 7.75028e-05 -0.00265047 -0.00748497 -0.00355231 0 -0.00764564 0.00400848 0 0.00559714 0 0.00912418 0.0116084 0 0.00345266 0.0131201 -0.00576856 0.00660326 0.0112043 -0.00416138 -0.00544651 -0.00291729 -0.00492769 0 -0.000738514 7.89388e-05 -0.000847777 0.00480218 0 -0.0112251 -0.0139002 0.0114383 0.0151698 0.00278536 0.00019522 0 0.000132103 -0.00903617
internal_weight=0 464.619 350.209 169.379 74.7432 114.409 54.8328 59.5764 180.83 136.787 88.3202 63.2686 44.0431 37.9421 94.6356 75.9365 35.2761 48.4672 72.1941 14.9495 39.8834 39.7756 18.6991 18.3708 26.432 15.3231 3551.48 80.2597 47.1625 34.2265 33.0972 32.593 12.936 12.5383 13.404 3471.22 1835.77 1816.4 19.3623
internal_count=2864600 468271 343085 170690 67386 125186 58855 66331 172395 146142 101702 71158 26253 22867 103304 82372 21065 44440 77703 14068 44787 44680 20932 20696 29541 16905 2396329 54427 26537 12183 27890 27384 14354 13815 2907 2341902 1294641 1279755 14886
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=22066313 9 139 16 820 528 1 8 52 2115888 8388608 587 8979268 4
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=40
num_cat=15
split_feature=2 9 0 3 2 12 2 3 3 2 3 2 0 0 0 3 0 0 3 3 3 2 3 0 3 3 12 0 2 3 9 2 2 0 3 3 0 9 2
split_gain=0.00770821 0.0558824 0.143993 0.159183 0.4108 0.199604 0.182385 0.10704 0.0946473 0.489085 0.354988 0.137572 0.183197 0.132025 0.111234 0.482022 0.702917 0.326067 0.25486 0.110456 0.0579678 0.0451002 0.110477 0.138097 0.0697924 0.0374248 0.0234756 0.324835 0.0270471 0.0247154 0.575283 0.585828 0.384449 0.421769 0.33253 0.278612 0.224439 0.0530536 0.773201
threshold=0 1 3.5000000000000004 1.0000000180025095e-35 2 3 4 2.5000000000000004 4.5000000000000009 5 8.5000000000000018 6 9.5000000000000018 15.500000000000002 9.5000000000000018 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 7.5000000000000009 16.500000000000004 7 1.0000000180025095e-35 35.500000000000007 6.5000000000000009 7.5000000000000009 8 4.5000000000000009 9 6.5000000000000009 10 11 12 12.500000000000002 12.500000000000002 12.500000000000002 9.5000000000000018 13 14
decision_type=9 1 2 2 9 1 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 9 2 1 9 9 2 2 2 2 1 9
left_child=1 8 3 4 -3 -6 7 -5 11 10 13 12 -1 -10 15 17 -17 -13 -16 -11 -8 24 -23 25 -4 -24 29 28 -28 37 31 34 -32 35 36 -34 -31 -2 -39
right_child=26 2 21 6 5 -7 20 -9 9 19 -12 14 -14 -15 18 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 30 32 -33 33 -35 -36 -37 -38 38 -40
leaf_value=-0.0040830497963738055 0.00057326351081064765 0 0.0048025486605339819 0.0063001189222001014 -0.011406946155392497 0 -0.004395461650580898 0 0.014343642779834232 -0.0051956483758233002 0 0 0 0 -0.0080216630811467855 0.0027679156433414111 -0.009329529745490504 0.010611455658939282 0 0 0 0 -0.0079204880811441294 0 0 0 0.0023296903546639806 -0.0094792575905874536 0 0.018698030270551107 0 -0.0012151235579720128 -0.01535237794284673 0 0 0 0 -0.0024431019969472713 0.0044939520527824874
leaf_weight=163.78079122945928 2511.1480967119342 9.3209694521792699 23.416194008372262 21.729929637775058 52.363465529397217 0.084342248417668908 55.75000337415986 17.632414505933411 25.92048279664596 14.29164020992903 8.0256855510233418 102.21647102087081 6.3599668384558745 0.44266805666847986 12.366278467932718 54.627186190722568 45.995034344530723 48.553320959712437 5.5034807220508801 8.3808543800405442 0.274623389064799 12.070435800575071 15.588907835750437 0.88920042161771462 0.86219279607757826 0.78234346820681899 9.8337514676168212 7.5587162390293079 1.3859062837000244 12.106825915208896 8.7676506466814299 3.5266083534006638 41.946110443859652 1.3884321969817381 0.97515145805664438 3.272313437802949 0.5721016190072995 530.94874391271514 175.21149570228226
leaf_count=182405 1571351 8570 26769 24427 58565 91 65899 17189 22621 14680 8650 109431 4282 274 10045 59789 41154 42470 4390 7771 349 8084 15432 984 1015 670 12065 8597 1486 10417 9819 4235 39673 618 785 2661 279 282916 184021
internal_value=0 -0.000266046 -0.00156277 -0.00333196 -0.00632358 -0.00917223 0 0.00328994 0 0.00326612 0.00878651 -0.000194421 -0.00251771 0.0134425 0.000445616 0.0018835 -0.00133788 0.00555822 -0.00192584 -0.0011052 -0.00316986 0 0 -0.00483489 0.00264885 -0.00732155 8.49985e-05 -0.00161064 0 0.000199765 -0.000697678 0.00488227 -0.00682281 -0.0100826 0.0117803 -0.0137259 0.017098 0.000318647 -0.000171191
internal_weight=0 707.229 210.765 157.156 61.7688 52.4478 95.387 39.3623 496.464 57.0613 34.3888 439.403 170.141 26.3632 269.262 251.392 100.622 150.77 17.8698 22.6725 56.0246 53.6093 29.3309 17.2605 24.2784 16.3713 3308.64 18.7784 11.2197 3289.86 72.5552 17.1807 55.3745 46.6069 13.6541 45.2184 12.6789 3217.31 706.16
internal_count=2864929 736006 228044 175090 67226 58656 107864 41616 507962 53996 31545 453966 186687 22895 267279 252844 100943 151901 14435 22451 66248 52954 25170 17086 27784 16102 2128923 22148 13551 2106775 68487 15716 52771 42952 11481 42334 10696 2038288 466937
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=22320681 1 8 1 296448 263177 1310728 32 1 540740 10 10562 10551428 5 8518
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=40
num_cat=14
split_feature=2 10 3 2 0 3 0 2 0 0 0 3 3 3 2 3 2 3 3 3 3 0 2 10 2 3 9 0 0 0 3 2 3 9 0 2 2 0 0
split_gain=0.00245605 0.198801 0.491342 0.314837 0.147703 0.0790882 0.213151 0.16883 0.140925 0.76526 0.229112 0.717374 0.52837 0.706001 0.259233 0.257476 0.182868 0.149305 0.136401 0.10868 0.106079 0.0871498 0.0781483 0.0478706 1.4717 2.53625 1.29769 1.18474 0.810044 0.315865 0.311435 0.163607 0.346212 1.283 0.683323 0.874504 0.527089 0.733974 0.51161
threshold=0 1 6.5000000000000009 2 9.5000000000000018 1.0000000180025095e-35 6.5000000000000009 3 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 9.5000000000000018 4 5.5000000000000009 5 13.500000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 6 7 8 1.0000000180025095e-35 9 5.5000000000000009 5.5000000000000009 8.5000000000000018 6.5000000000000009 10 1.0000000180025095e-35 11 5.5000000000000009 12 13 1.5000000000000002 6.5000000000000009
decision_type=9 1 2 9 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 1 9 2 1 2 2 2 2 9 2 1 2 9 9 2 2
left_child=1 5 3 4 -3 6 7 21 10 17 12 16 14 -14 -7 -13 -12 19 -11 -10 -20 -1 -8 31 27 28 -27 30 -26 -28 -25 -2 38 36 35 -35 -34 -38 -33
right_child=23 2 -4 -5 -6 8 22 -9 9 18 11 15 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 24 25 26 29 -29 -30 -31 -32 32 33 34 -36 -37 37 -39 -40
leaf_value=0 -0.0019655785375408781 -0.015301058002764815 0.00076697066282117041 0 0 0.0071160478051368438 0 0 0 0 0 0.0082950188622865038 -0.0094970080565279173 0.0033317011965215367 0 0 -0.0059828294682668509 0 0.0070099717623949538 -0.012583469490202635 0 0.0061203904497237581 -0.0041835409663403987 0.024990764081377043 0.016931020848812022 0 -0.02561747551532292 0 0 0 0 -0.0012343703389675249 0 -0.00049344141709439522 -0.0014106898931406538 0.0061621707980408103 -0.016707469538896357 0 0.00357671933964877
leaf_weight=97.304143504217791 336.17418142857423 26.660976704333738 5.7233133109693872 22.1630387694604 0.54159122565761109 26.274176031831303 10.604449024831409 15.167998302888007 17.517480565809819 20.541746673436137 7.0120309453632217 123.17955291949329 100.33341501623727 3.8658340818947172 7.506345311558106 23.803692928617238 37.614324461639626 0.29011792113305901 25.046505085556422 41.963923243863974 0.8253174111887337 116.83973092296219 12.156244227197023 20.398881661792991 21.298239684914737 17.094435984108713 33.140134847075387 2.6145007234154027 2.7087247818417373 1.55741658314946 0.57156756863696401 1585.9879737150222 14.074226902877852 169.9538097928762 153.58957739258767 619.94706972389395 43.196235213177715 41.903613596274226 207.9506763247482
leaf_count=108454 326495 27826 6136 25306 573 31413 5594 20604 15657 21218 7232 123256 112936 3451 9870 23038 40175 213 17128 35699 608 101207 10316 19498 23733 16418 31335 3122 2271 1164 501 706859 13413 236941 89796 521845 49054 30567 43256
internal_value=0 -9.67368e-05 -0.00484042 -0.00931468 -0.0122195 5.03279e-05 0.00163972 0.00326159 -0.000271359 -0.00325485 4.69145e-05 0.00280276 -0.00181122 -0.00614718 0.00346027 0.00670857 -0.00356692 -0.00990937 0.00191481 -0.0107331 0.00542473 0.00418299 -0.00157786 7.2133e-05 0.00195793 -0.00334525 -0.0157059 0.0147944 0.0110586 -0.0210673 0.0235889 0 0.00025203 0.00174205 0.00315623 0.00446774 -0.00672167 -0.00981267 -0.00046254
internal_weight=0 742.936 55.0889 49.3656 27.2026 687.847 252.073 229.312 435.774 106.185 329.589 191.61 137.98 104.199 33.7805 146.983 44.6264 59.7715 46.4136 59.4814 25.8718 214.144 22.7607 3272.16 99.3839 75.799 51.792 23.5849 24.007 34.6976 20.9704 3172.78 2836.6 1042.66 943.49 789.901 99.1741 85.0998 1793.94
internal_count=2864178 747910 59841 53705 28399 688069 246175 230265 441894 90523 351371 193701 157670 116387 41283 146294 47407 51569 38954 51356 17736 209661 15910 2116268 98042 74921 48917 23121 26004 32499 19999 2018226 1691731 941616 848582 758786 93034 79621 750115
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=18124161 1 262400 265472 3328 262144 1280 1 65562 6 65554 4 2637836 2625540
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=40
num_cat=15
split_feature=2 3 2 0 0 0 11 3 3 9 9 2 0 4 2 2 3 9 2 3 2 0 0 3 0 0 9 0 0 3 9 9 0 3 3 3 3 0 3
split_gain=0.00412517 0.0469469 0.161715 0.122364 0.0462986 0.0905037 0.0236249 0.168417 0.177823 0.112901 0.0854939 0.22531 0.0684606 0.0617512 4.24055 1.55708 1.30373 1.24975 1.04534 1.00876 0.963013 0.697115 0.513804 0.242781 0.14651 0.057312 0.0214707 0.0205093 0.0751694 0.090672 0.0814349 0.0642371 0.208993 0.141746 0.0379064 0.072841 0.0110467 0.00841749 0.00820431
threshold=0 9.5000000000000018 1 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2 1.0000000180025095e-35 6.5000000000000009 3 4 5 13.500000000000002 6 7 8 2.5000000000000004 9 10 1.0000000180025095e-35 11 1.5000000000000002 21.500000000000004 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 12 6.5000000000000009 9.5000000000000018 2.5000000000000004 13 14 27.500000000000004 2.5000000000000004 14.500000000000002 8.5000000000000018 36.000000000000007 4.5000000000000009 1.5000000000000002
decision_type=9 2 9 2 2 2 9 2 2 1 1 9 2 1 9 9 2 1 9 2 9 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2
left_child=27 6 3 26 -4 -6 13 10 9 12 37 -12 -9 15 23 19 24 21 -19 25 -18 -16 -21 -15 -17 -2 36 34 29 30 -29 -30 33 -33 35 38 -3 -8 -1
right_child=1 2 4 -5 5 -7 7 8 -10 -11 11 -13 -14 14 17 16 20 18 -20 22 -22 -23 -24 -25 -26 -27 -28 28 31 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.00054557215972346603 -0.0005548238432809921 0.012277522589398428 0 0 -0.0059787069638571923 0 0.0017613169871412687 0.012323864808930709 0 0 0 -0.008229699023762525 0 -0.017550147071046695 0.0012622632628226714 0.00048899121533214039 0.00082457520311720776 0.0025682387121616348 -0.014144679264656604 0.017053068071984645 -0.0097798190194684428 0.012148525130031278 0 0 -0.0020466851928079379 0.0023176158001186266 0 0.0064667443800036197 0 0 0 -0.0092643264803445782 0 0 0 -0.005694972400377956 0 0 0
leaf_weight=251.3162727371855 42.390074865674251 5.6123264280613512 6.1918852367234676 0.61728148633847002 8.2717907170008385 1.0571550418972027 0.45842494763201103 13.537109115248311 1.1351850320643269 3.8810466138820674 1.0300565575598737 8.907020184240535 0.26762812869856212 109.428255593426 249.33404302635972 2231.3503892128247 58.14644792231411 15.567705216169996 31.008910928852856 75.907380700104113 202.95952881662561 112.41286601122738 2.3890251852571955 2.5097101399442172 201.37195291866374 72.550971877310076 0.57443712404347014 19.130429021286545 2.7902168076689122 7.7863692313694619 2.883541948409408 19.555507069708259 6.1543090154882512 6.3669720288598901 2.8548988024704149 11.348333157649902 0.042577293701469787 0.35021327447611839 226.56812601507409
leaf_count=263537 30643 4153 6252 438 7044 615 164 7079 993 2724 884 2280 114 125472 293404 1201965 56745 19957 31140 74047 166534 91245 2448 2524 77889 75991 526 15936 2717 6688 3196 17926 5668 4990 3139 12787 30 46 244261
internal_value=0 5.75642e-05 0.003031 0.00669251 0 -0.00343106 0 0.00198451 0.00626912 0.008805 0 -0.00411879 0.00947073 -2.1966e-05 -0.00104877 6.91077e-05 -0.000498545 0.00339267 -0.00648775 0.00799412 -0.00685376 0.00593085 0.0153931 -0.0157835 0.000134906 0 0.0103638 -0.000222926 0 0.00354543 0.00564659 0 -0.00298535 -0.00712103 -0.00067127 -0.00108772 0.00948348 0.000436824 -5.76918e-05
internal_weight=0 3459.26 22.3675 6.84662 15.5208 9.32895 3436.89 29.5667 18.821 17.6858 10.7457 9.93708 13.8047 3407.33 520.261 2887.07 2693.83 408.324 46.5766 193.237 261.106 361.747 78.2964 111.938 2432.72 114.941 6.22934 556.755 64.6673 29.8003 22.014 34.867 32.0768 25.9225 492.088 489.233 5.6549 0.808638 477.884
internal_count=2864191 2283346 19058 5147 13911 7659 2264288 14284 10910 9917 3374 3164 7193 2250004 563742 1686262 1503133 435746 51097 183129 223279 384649 76495 127996 1279854 106634 4709 580845 57121 25820 19132 31301 28584 22916 523724 520585 4183 210 507798
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=22549545 10782740 1 1 4 264208 2 10553860 10551300 3 49538 2816 3 3 8
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=35
num_cat=11
split_feature=2 0 0 0 3 3 3 0 2 0 2 3 3 3 2 2 0 3 2 0 2 3 2 2 2 0 0 3 3 2 3 3 0 0
split_gain=0.0144999 0.0992353 0.366034 0.128624 0.0839985 0.0808749 0.0829898 0.0644836 0.150082 0.132075 0.507567 0.051805 0.0369017 0.275737 0.224768 0.0632501 0.0361666 0.0347178 0.0249026 0.0241401 0.668346 0.490399 1.26329 0.447023 0.0894761 0.547943 0.672475 0.218112 0.212969 0.243965 0.209586 0.0174046 0.00316297 0.017797
threshold=0 15.500000000000002 9.5000000000000018 7.5000000000000009 3.5000000000000004 1.5000000000000002 10.500000000000002 19.500000000000004 1 9.5000000000000018 2 3.5000000000000004 1.5000000000000002 3.5000000000000004 3 4 48.500000000000007 4.5000000000000009 5 6.5000000000000009 6 1.0000000180025095e-35 7 8 9 5.5000000000000009 3.5000000000000004 3.5000000000000004 7.5000000000000009 10 1.0000000180025095e-35 9.5000000000000018 23.500000000000004 55.500000000000007
decision_type=9 2 2 2 2 2 2 2 9 2 9 2 2 2 9 9 2 2 9 2 9 2 9 9 9 2 2 2 2 9 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 9 32 19 31 -5 15 14 -14 -12 17 -3 -15 24 21 23 -23 -21 25 26 -2 -27 30 -30 -26 -11 -9 -34
right_child=7 16 4 11 -6 6 -8 8 -10 10 12 -13 13 18 -16 -17 -18 -19 -20 20 -22 22 -24 -25 28 27 -28 -29 29 -31 -32 -33 33 -35
leaf_value=0 0.0017102719230852133 0.0044676616065778847 -0.011768659203646507 0.0060272123490992318 0 -0.0039747525861706249 0 0 -0.0045105698680726553 0.012601000950461497 0 0 0.0090204984015744959 0 0 -0.0039693732750807195 0 0 -0.0021625029998514843 0.0083121478678967551 -0.0098839752148663432 -0.011083775598772246 0.0065701150173633552 -0.00030444617939751414 -0.00057581344002894655 0.014183240902186959 -0.0080979660689328697 0 0 -0.0077594241067309201 0.0011837353754984726 0 0.0025522487990158414 0
leaf_weight=205.35695430076157 465.26978384455924 12.084913030434105 9.6403889326102199 9.5732533844784466 1.7110482327698253 96.931462373846443 2.8591708360181647 1.0281223647762092 58.146551564874244 20.601152094619469 91.188956778147258 1.4345149456930801 23.093405499937944 4.9364932207972743 6.5243790077656767 15.172497662060776 1.6854056587035291 0.4316456788947115 13.979832602679382 87.385264453303535 28.750977253133897 47.325592619570671 20.9704401635463 10.140151958243221 1577.3257678502705 12.898732772104266 50.45608750309475 2.6599264627438961 10.129736575065179 35.832865540491184 1087.9335701893287 0.065289857157039388 2.1769582543347501 0.49951347237220023
leaf_count=189760 530627 8738 8330 6516 1221 96125 2854 1092 26691 19874 26571 1057 9919 2533 4752 16179 1814 374 5682 9762 27256 20264 21279 10750 707939 12414 53042 2529 11047 34575 989700 66 2266 553
internal_value=0 -0.000573087 -0.00166402 0 -0.0106046 -0.00104601 -0.0030094 7.27053e-05 -0.00232379 0.000215093 0.00269164 0.00473535 0 0.00129756 0.00695784 -0.00131777 0.00172265 0.00340465 -0.000263881 0 -0.00090513 0.000856401 -0.00271948 0.00583084 0.00013246 0.00129102 0 0.0118972 -1.47668e-06 -0.0052905 3.62925e-05 0.0104026 0 0.000983852
internal_weight=0 341.709 327.507 316.155 11.3514 305.148 99.7906 3674.49 61.8511 3612.64 175.562 11.0078 154.896 48.5341 29.6178 106.361 14.202 12.5166 18.9163 3437.08 194.572 165.821 68.296 97.5254 3242.51 531.285 515.726 15.5587 2711.22 45.9626 2665.26 20.6664 3.70459 2.67647
internal_count=2864151 316789 305863 296312 9551 288739 98979 2547362 30602 2516760 85576 7573 65636 22886 14671 42750 10926 9112 8215 2431184 89311 62055 41543 20512 2341873 598612 583669 14943 1743261 45622 1697639 19940 3911 2819
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=24646657 536 8462604 2272 706 264194 1006 584 712 321552 8389156
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=40
num_cat=6
split_feature=2 0 3 3 0 0 3 0 3 3 2 3 0 2 3 3 0 3 3 3 0 0 3 0 0 3 0 0 0 3 0 2 0 2 0 0 3 0 2
split_gain=0.00388728 0.0757527 0.320086 0.385038 0.625846 0.292838 0.137167 0.118092 0.0650556 0.222252 0.202411 0.103504 0.150562 0.256173 0.0354138 0.226473 0.331672 0.510112 0.256146 0.278025 0.135013 0.109661 0.0665157 0.0812251 0.0502437 0.0342866 0.0310575 0.0241083 0.0163727 0.283505 1.53447 1.10425 0.640663 0.382275 0.31891 0.231171 0.178863 0.754047 0.351782
threshold=0 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 7.5000000000000009 32.500000000000007 4.5000000000000009 7.5000000000000009 1 11.500000000000002 3.5000000000000004 2 1.5000000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 7.5000000000000009 12.500000000000002 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 55.500000000000007 6.5000000000000009 1.0000000180025095e-35 9.5000000000000018 3 9.5000000000000018 4 34.500000000000007 24.500000000000004 1.0000000180025095e-35 4.5000000000000009 5
decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 9
left_child=1 14 3 5 -5 -3 27 -7 28 10 -10 12 13 -11 22 21 18 20 25 -20 -18 -16 24 -24 26 -17 -1 -4 36 32 31 -31 33 -30 -34 -32 -2 38 -38
right_child=8 2 6 4 -6 7 -8 -9 9 11 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 30 35 -33 34 -35 -36 -37 37 -39 -40
leaf_value=0 -0.00028479664371309008 0 0.012908535299087257 0.0013001034945169347 -0.010575451512742442 0.01159766838289597 0 0 0 0.010205389736980992 -0.0087819177407135948 0 0 0 0 9.6384247574343951e-05 -0.011785056223373279 0 -0.0085852872675898691 0 0 0.0064066744908819716 -0.0032590781699167134 0 -0.0032273274094226211 0.0054892285275262923 0.0014383871423840815 0 0.0085091046732754388 0.0011797042460001766 0.0059437137226051266 -0.017786853255256141 -0.0055237910213096738 0 0.0015440849010409478 0 0.0019148064282520198 0.0091927346687764432 -0.0024066892339268319
leaf_weight=163.97079680680326 1641.6781677962535 3.6155197467014686 3.640782041533384 15.381100937520385 41.516223726532189 15.67116261116462 1.4978219998010898 1.4593533886654757 81.295213781304483 8.9908089321397693 23.560745641734684 9.4884648379374976 6.1054993648212976 10.435648266800859 112.55134171508325 202.67734173448844 39.121453622858098 74.039791071605578 18.118968698196117 3.8615892772504585 1.4837180705799244 53.610545646952232 132.24132165211631 7.6410348709068776 10.283512794820124 47.704082481184741 160.16024538382771 0.088764098967658245 88.954225069261156 8.4211070097226166 57.360834585895645 49.631678432648187 104.60282540251501 13.41419435906573 9.6885638160165382 10.421708104331627 435.75583053304581 79.583356707968051 266.18559746284154
leaf_count=166123 758642 3006 2296 13568 44369 13859 1000 1581 61847 8615 35169 7988 4041 10109 117729 217223 40519 73891 19988 4269 1316 56358 139115 8237 9485 48407 161944 96 8512 9224 29557 25156 21126 13779 2651 9618 336934 50910 325878
internal_value=0 0.000172266 0.00264888 0 -0.00457225 0.00633064 0.0106463 0.0102608 -4.00981e-05 -0.00196407 -0.00461952 0 0.00431725 0.00716958 0 0.000430912 -0.000301011 -0.00466579 0.000824703 -0.00383995 -0.0108096 0.0034503 -0.000698223 -0.00231573 0 0.00267123 0.000483712 0.0126113 0 -0.000509624 -0.00424768 -0.01405 0.00069775 0.00645427 -0.00264905 0.00281445 0.000165241 0.00145585 0
internal_weight=0 1110.34 82.8707 77.6434 56.8973 20.746 5.22737 17.1305 2905.57 139.876 104.856 35.0204 25.532 19.4265 1027.47 553.169 387.007 114.645 272.362 21.9806 40.6052 166.162 474.297 139.882 334.415 250.381 324.131 3.72955 2765.7 342.495 125.835 58.0528 216.66 102.368 114.291 67.7825 2423.2 781.525 701.941
internal_count=2864135 1144379 79775 76383 57937 18446 3392 15440 1719756 127769 97016 30753 22765 18724 1064604 579700 405613 115726 289887 24257 41835 174087 484904 147352 337552 265630 328067 2392 1591987 119623 73555 34380 46068 22291 23777 39175 1472364 713722 662812
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=9249694 1049696 2133024 2097184 1088 4231232
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=27
num_cat=8
split_feature=2 3 3 3 3 3 3 3 2 2 3 3 3 3 2 3 3 2 3 2 3 2 3 3 2 3
split_gain=0.00997873 0.0415264 0.1088 0.0459575 0.118243 0.0332635 0.0128792 0.0111561 0.110213 0.0537546 0.169971 0.039631 0.0427265 0.0354204 0.107941 0.0201657 0.0495123 0.028081 0.0265096 0.0492847 0.0303791 0.0114982 0.000841533 6.58756e-05 0.0295418 0.000352706
threshold=0 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 5.5000000000000009 12.500000000000002 2.5000000000000004 1.5000000000000002 1 2 2.5000000000000004 3.5000000000000004 8.5000000000000018 1.0000000180025095e-35 3 5.5000000000000009 9.5000000000000018 4 3.5000000000000004 5 2.5000000000000004 6 16.500000000000004 11.500000000000002 7 16.500000000000004
decision_type=9 2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 9 2 9 2 9 2 2 9 2
left_child=1 -1 -3 4 6 -5 -4 8 13 15 -11 -12 -13 21 -15 18 17 -17 20 -20 -9 -2 -14 24 -18 -25
right_child=7 2 3 5 -6 -7 -8 9 -10 10 11 12 22 14 -16 16 23 -19 19 -21 -22 -23 -24 25 -26 -27
leaf_value=0.0010740307680804232 0.00060226379411116898 -0.0020803909710051349 0.00076474088977974964 -0.0025218680684411816 0.0044596024695312594 0 0 0.0012728219141280618 -0.004005638603929362 -0.0031988800112730826 0.0014446507307163186 -0.0016402192227267622 0.00043845015806423391 0 0.0022040764381892086 0 0.0025983096787129795 -0.0036232736934495228 0 0.0031468933666093171 -0.0014178583546750302 -0.0001229228162218377 0 -0.00032160584458412289 0 0
leaf_weight=398.19659218838933 209.19740208756411 187.44437781476154 190.22178690940746 22.30265464325203 59.948236428994278 4.6267116975359377 301.56246789911711 56.859878237846715 25.618590685873642 202.90566001682237 136.13886852272844 147.2431220916551 13.775476689828791 54.89214323311171 265.29779690389114 11.57859612145694 3.8553626521897968 19.104656423165579 2.0085354431066662 56.900592651123588 51.116815735716955 1587.5950674594133 1.2593468491977535 4.1008606374962255 1.0875085024163107 1.3090418553911147
leaf_count=402130 187252 215656 211430 24776 64783 5008 339261 61985 35598 171743 106642 108161 10967 51033 161370 13099 3925 16178 1251 61618 57305 546500 1077 3557 765 1063
internal_value=0 0.000254537 0 0.000491263 0.00102104 0 0 -8.67475e-05 0 -0.000424796 -0.00111331 0 -0.000507773 0.000151143 0.0010737 0 0 -0.00285642 0.00101204 0.00229124 0 0 0 0 0.000137304 0
internal_weight=0 1164.3 766.106 578.662 551.732 26.9294 491.784 2851.85 2142.6 709.244 501.322 298.417 162.278 2116.98 320.19 207.922 41.036 30.6833 166.886 58.9091 107.977 1796.79 15.0348 10.3528 4.94287 5.4099
internal_count=2864133 1263044 860914 645258 615474 29784 550691 1601089 981753 619336 398590 226847 120205 946155 212403 220746 38587 29277 182159 62869 119290 733752 12044 9310 4690 4620
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=9005854 2364512 4489376 263168 128 32768 2360320 32928
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=40
num_cat=23
split_feature=2 3 3 1 3 1 1 1 3 1 3 3 2 2 3 1 2 3 1 2 1 2 2 1 3 3 1 3 3 3 2 2 1 3 3 1 3 1 1
split_gain=0.00901078 0.176092 0.706858 1.02115 0.357676 1.46266 0.327672 0.235877 0.126536 0.406391 1.0393 0.233263 0.349573 0.189615 0.180823 0.647794 0.238476 0.155455 0.125103 0.201191 0.19807 0.17717 0.118391 0.74919 0.484527 0.327158 0.178295 0.28235 0.14021 0.108227 0.0759323 0.0623932 0.148349 0.0554653 0.0703443 0.0494095 0.0336015 0.0298042 0.0275582
threshold=0 1.5000000000000002 1.0000000180025095e-35 1 2.5000000000000004 2 3 4 1.5000000000000002 5 2.5000000000000004 4.5000000000000009 6 7 1.0000000180025095e-35 8 9 12.500000000000002 10 11 12 13 14 15 11.500000000000002 3.5000000000000004 16 4.5000000000000009 3.5000000000000004 13.500000000000002 17 18 19 7.5000000000000009 3.5000000000000004 20 4.5000000000000009 21 22
decision_type=9 2 2 1 2 1 1 1 2 1 2 2 9 9 2 1 9 2 1 9 1 9 9 1 2 2 1 2 2 2 9 9 1 2 2 1 2 1 1
left_child=1 2 6 -4 5 -3 -1 29 14 10 -10 12 -12 -13 18 16 -16 -15 21 20 -20 -2 23 24 -11 -25 33 28 -28 -6 -17 37 -33 34 -24 -7 -27 -21 -9
right_child=8 4 3 -5 7 35 -8 38 9 22 11 13 -14 17 15 30 -18 -19 19 31 -22 -23 26 25 -26 36 27 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0036353794003140937 0 0.013221868609867907 0.002647326433205123 -0.0097757260741669107 -0.0046371713979566406 0 -0.00098968842737841116 0 -0.01195359812412404 0.011930632479929443 0.0073664936743835707 0 0 -0.0080891405948512133 0 0 -0.005834580509676713 0 0 -0.00059047636678996249 0.0058035810578444293 -0.0037562936300918463 0 -0.0080154757899717627 0 0.0029788397500932727 -0.00036922939627435946 0 -0.010046114342057396 0 0.0054730830707357221 0 -0.0053796671732392713 0 0.0040280716066833384 -0.002485938255260793 0 0.00035764055331885427 0.0019845716279310757
leaf_weight=233.86394230957376 24.306813204129867 72.134828464815655 39.870178726836457 131.71263835876016 106.2266058162877 24.803026273611977 170.00159425932361 80.15855060332251 81.161187090772728 66.466725473823317 53.924823758461571 5.74365534815297 26.696538569980476 39.528646203296375 8.3875097809432191 34.040622200031066 66.071839121163066 2.0027544671320348 29.556223437990411 423.76012407713279 82.732678324817243 177.90500778750356 119.25266426650342 30.866148421242542 2.1472973808413363 7.8672827894843094 139.29073805739245 56.081959969036689 29.95944037855952 0.71064997566281718 235.07343594131817 9.2309380298247543 36.083131775842048 6.070958458374661 55.258193315770768 73.771911399140663 10.49349185482424 1025.9833772348647 197.07966607933486
leaf_count=233145 25189 80873 49337 150401 144722 31459 177735 87664 81271 74331 44374 5941 31029 35116 9247 30747 50731 1801 29755 108185 75237 155544 86064 30230 2303 8233 121257 45487 25833 807 148305 8346 40881 4779 39203 77698 11245 307128 192904
internal_value=0 0.000244419 -0.00062666 -0.00579004 0.00165069 0.00507551 0.00112423 0 -8.30712e-05 -0.00125752 -0.00460005 0 0.00380445 -0.00307675 0.000190639 0.00224303 -0.00312678 -0.00567704 -6.61825e-05 7.78792e-05 0.00363457 -0.00227091 0 0.00260451 0.0086185 -0.00252157 -0.000503844 -0.00258949 -0.00484249 -0.0034227 0.00483907 -8.1567e-05 -0.00272651 0.000736253 0.00182333 -0.00118296 0 0 0.00141749
internal_weight=0 1130.33 575.448 171.583 554.885 170.71 403.866 384.175 2885.94 732.813 209.058 127.896 80.6214 47.2751 2153.13 343.573 74.4593 41.5314 1809.56 1607.35 112.289 202.212 523.755 117.841 68.614 49.2269 405.914 225.332 169.25 106.937 269.114 1495.06 45.3141 180.582 174.511 98.5749 18.3608 1449.74 277.238
internal_count=2864537 1226745 610618 199738 616127 190030 410880 426097 1637792 648497 199532 118261 75403 42858 989295 239030 59978 36917 750265 569532 104992 180733 448965 126342 76634 49708 322623 192577 147090 145529 179052 464540 49227 130046 125267 109157 19478 415313 280568
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=8775838 776 598 227 526 82 2625600 1536 776 4718848 704 525344 34 2097408 6292001 680 265 5243904 2097216 3 40 3 144
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=40
num_cat=22
split_feature=2 3 1 2 3 1 9 3 1 1 2 1 2 0 2 0 2 9 2 2 0 9 3 0 2 0 3 1 2 0 2 0 1 0 0 0 9 0 3
split_gain=0.00514233 0.225696 1.20222 0.406389 0.158018 1.74422 0.411517 0.191386 1.81172 0.566615 0.819827 0.429303 0.41564 0.326001 0.330294 0.28578 0.75151 0.496488 0.499525 0.257095 0.189684 0.187904 0.161964 0.149275 0.127883 0.238124 0.127421 1.52259 0.406101 0.280397 0.221404 0.204605 0.171104 0.350162 0.80884 0.338365 0.198822 0.174179 0.595637
threshold=0 4.5000000000000009 1 2 4.5000000000000009 3 4 1.0000000180025095e-35 5 6 7 8 9 1.0000000180025095e-35 10 1.0000000180025095e-35 11 12 13 14 1.0000000180025095e-35 15 9.5000000000000018 31.500000000000004 16 7.5000000000000009 2.5000000000000004 17 18 3.5000000000000004 19 3.5000000000000004 20 34.500000000000007 8.5000000000000018 2.5000000000000004 21 6.5000000000000009 1.5000000000000002
decision_type=9 2 1 9 2 1 1 2 1 1 9 1 9 2 9 2 9 1 9 9 2 1 2 2 9 2 2 1 9 2 9 2 1 2 2 2 1 2 2
left_child=4 26 3 -3 7 6 20 8 13 10 11 -9 -11 21 -15 17 -17 18 -10 -19 -6 -1 24 -16 -7 -26 32 29 31 30 -28 -29 33 34 35 -2 -36 -34 -39
right_child=1 2 -4 -5 5 22 -8 9 15 12 -12 -13 -14 14 23 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 -32 -33 37 -35 36 -37 -38 38 -40
leaf_value=0.0035959697229219958 -0.0023411146764854042 0.0091391823711746336 -0.0095164055249004099 0 0 0 0 0 0.0077010042751319389 0 0.0059946000531031756 -0.010091471011161715 -0.0054776520643054043 0 -0.016225331713741839 -0.0017502510200784476 0.0092675079859579814 0 -0.00067553733177433547 -0.0083677227956678053 0.020420317441311855 -0.0047831448092707481 0 0 -0.0093337906946237992 0 0.01346180720076392 -0.0081561397840947958 0.00077867381721128206 0 0 0 0 0.0060897783979699319 0 0.0023785256030376596 -0.01200865943366089 0.0059882988406051527 -0.0044219278356230135
leaf_weight=19.842203307496675 392.09364475980328 31.304578530973231 98.982378816959681 18.600264869877719 23.340388504202565 8.9630114922183548 7.582630175536905 40.049758194938477 93.669518744012748 115.7756444538154 160.88313331407335 22.278747775730153 303.45305958244717 1.1793815426208309 48.730678211701161 20.047841814011917 188.54764778301615 12.25185213901568 32.472996080425219 32.015389679960208 35.566091182608034 8.3084210101224034 6.6175581045099525 0.57518877761321974 62.59726771608257 4.7785815358220125 75.395018300012453 91.727009137677669 55.212896103788808 28.559713892645959 16.437562874350988 33.407941791752819 1499.2961291603388 8.0043118330504495 7.9647784098851844 172.00768785115361 54.634259195445338 163.32404830579617 19.016508129243448
leaf_count=20466 275547 24001 87999 16450 31597 8473 9239 39242 98573 162811 172441 27842 299298 1135 50182 22745 165153 12551 30139 34344 39114 8600 6234 509 60152 3449 75695 81905 58271 22528 20244 13696 736917 2324 3892 74140 16154 40664 9666
internal_value=0 -4.39494e-05 -0.00354309 0.00432456 0.000188877 0.00301069 0.0126329 0 0.00122235 -0.00132764 0.00178272 -0.00425083 -0.00361909 -0.00900997 -0.0130835 0.00468961 0.00717938 0 0.00409547 -0.00508415 0.0152065 0 -0.00410722 -0.0138295 -0.00603847 -0.00692971 7.95191e-05 0.00196918 -0.00269928 0.00963928 0.0123884 -0.00586744 -6.00049e-05 -0.00150479 -0.0023553 -0.000349585 -0.0112208 0.00033369 0.00301843
internal_weight=0 2765.97 148.887 49.9048 1249.53 149.446 66.4891 1100.08 457.641 642.44 223.212 62.3285 419.229 78.6359 50.4852 379.005 208.595 170.41 126.143 44.2672 58.9065 28.1506 82.9564 49.3059 76.3389 67.3758 2617.08 300.74 180.348 120.392 91.8326 125.135 2316.34 634.705 626.7 564.101 62.599 1681.64 182.341
internal_count=2864382 1560093 128450 40451 1304289 158258 79950 1146031 444397 701634 239525 67084 462109 80892 51826 363505 187898 175607 128712 46895 70711 29066 78308 50691 72074 63601 1431643 272339 153872 118467 95939 95601 1159304 372057 369733 349687 20046 787247 50330
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=8744726 545 225 94 3 784 816 270356 768 25108 8196 24576 9 288786 8464388 9 270336 456 224 2097352 104 2
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=8
split_feature=2 0 0 0 0 0 2 2 2 0 2 2 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0
split_gain=0.00866135 0.12933 0.126232 0.107002 0.0559562 0.0515144 0.045803 0.0321689 0.0274746 0.0112368 0.228633 0.0081029 0.0145569 0.00956934 0.0195548 0.00617421 0.004231 0.00197637 0.169519 0.0102388 0.00164956 0.0610032 0.163961 0.0824512 0.0868105 0.00142573 0.000618518 0.0157716 0.0515623 0.0102674
threshold=0 24.500000000000004 35.500000000000007 23.500000000000004 11.500000000000002 37.500000000000007 1 2 3 6.5000000000000009 4 5 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 6 48.500000000000007 3.5000000000000004 4.5000000000000009 1.5000000000000002 7 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 10.500000000000002 107.50000000000001 2.5000000000000004 8.5000000000000018 10.500000000000002 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 9 9 9 2 9 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=3 4 6 9 20 8 -3 -6 -5 11 15 17 -13 -14 -15 -11 -4 19 -19 -1 26 22 -22 -23 -25 -18 29 -28 -29 -2
right_child=1 2 16 5 7 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 25 18 -20 -21 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0 0 0 0.0010290464385918122 0.0065528291515180442 0.0024932714614872998 0 -0.0069193132672353292 0 0 0.0011807542488642966 -0.0058215817692734845 0.001054605045780603 -0.00072029947277098304 0.0013608610659669466 0 0 -0.00064548178665542217 0.0061894363931801685 0 -0.0012207109522116848 -0.0012466057903749361 -0.0027314144155054553 0.0022631340019283919 0.0043261232417759303 -0.00087080206539413222 0 0.00048017273178297526 -0.002340361826546651 0 -0.00036092262577021111
leaf_weight=162.62498175062501 947.05975953221423 0.33414967695716769 9.9552247030078416 5.0420216823840747 99.952019044416375 2.3513300496706506 23.22590092729661 11.669667829613898 1.4885983389685842 5.4597780412732391 30.053185986740573 196.55415842822731 94.862613330243221 92.281975524012523 43.919972978597798 39.352464074509044 4.2190419909602488 14.250405248538302 16.960641755918914 51.973434170176915 223.08146620371917 166.05830978685117 213.33591031151445 14.995453558483861 4.2873397833027402 1.4878289772605056 661.47918401807692 64.138200128203607 21.423037214350188 792.49819722569373
leaf_count=177156 678260 292 3554 5616 33868 2864 7435 8479 1460 5500 32660 206344 105616 102516 51529 37519 4803 15948 17457 55241 266332 154581 203407 11722 3811 1591 237255 17515 5777 408010
internal_value=0 -6.36569e-05 -0.00434478 0.000303117 0 0.0054247 -0.00692571 0.00196765 0.00673968 0 -0.000922646 0.00018121 0.000471886 0 0.000431258 0.000130484 0 0 0 -0.000284254 -5.98797e-05 -0.000204771 0 -0.00172154 0 0 0 4.69928e-05 0 -5.02555e-05
internal_weight=0 3259.2 39.2221 757.176 3219.98 8.88195 23.5601 111.622 6.53062 748.294 74.8654 673.428 427.619 231.065 136.202 44.8122 15.6621 245.809 31.211 214.598 3108.36 621.758 436.417 185.341 19.2828 5.70687 2486.6 747.04 85.5612 1739.56
internal_count=2864118 2046692 17675 817426 2029017 9940 7727 42347 7076 807486 75679 731807 466005 259661 154045 43019 9948 265802 33405 232397 1986670 639853 469739 170114 15533 6394 1346817 260547 23292 1086270
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=10609174 8 788832 2097682 8486918 66054 65540 526536
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=40
num_cat=14
split_feature=2 1 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 2 2 0 2 2 1 2 0 2 0 0 0 0 0 0 1 0 1 0 0 0 0
split_gain=0.0100983 0.321567 0.250224 0.942199 0.828944 0.711812 0.706199 0.363499 0.524858 0.109098 0.152706 0.309212 0.104006 0.135811 0.0926566 0.355123 0.39899 0.359311 0.275957 0.240537 1.00748 0.579359 0.370215 0.163206 0.135287 0.107432 0.082942 0.101827 0.0599252 0.0537418 0.0578207 0.052464 0.0476134 0.0568113 0.0450875 0.0425521 0.262262 0.110791 0.071065
threshold=0 1 5.5000000000000009 3.5000000000000004 19.500000000000004 2.5000000000000004 2 3 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 2.5000000000000004 17.500000000000004 29.500000000000004 4 34.500000000000007 8.5000000000000018 5 6 1.0000000180025095e-35 7 8 9 10 108.50000000000001 11 22.500000000000004 26.500000000000004 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 68.500000000000014 12 24.500000000000004 13 21.500000000000004 11.500000000000002 5.5000000000000009 3.5000000000000004
decision_type=9 1 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 9 9 2 9 9 1 9 2 9 2 2 2 2 2 2 1 2 1 2 2 2 2
left_child=1 9 3 5 -4 7 -7 -3 -9 10 11 28 -11 -14 15 16 19 32 35 21 -21 25 -23 -22 34 -2 -19 -28 -1 30 -20 -6 33 -18 -17 36 37 38 -16
right_child=14 2 4 -5 31 6 -8 8 -10 12 -12 -13 13 -15 18 24 17 26 29 20 23 22 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0.0095866612365839137 -0.013212495944852676 -0.0076018310142806217 0.014201566190805896 0 0 -0.010101584420889135 -0.0031471814419435176 0.009120658908523321 -0.0041108613677353443 0.0068384798541606387 0 0 0.010540784625403607 0.0057427488119218559 -0.0081263132498195847 0 0.0087353999756145141 0.00066481116370168639 0 -0.0099676941895963968 -0.003477201444569845 0 0.0038403700440746502 0.00326917081314781 -0.0038440154108200322 0.0045281685216987432 0 -0.005136784610713584 0 0 0 0 -0.0032488624067740697 0.0061139017166272703 -0.0026017860102193588 0.0021533812958739462
leaf_weight=200.32774871506263 365.06886704639692 192.30674759506383 50.264593411571695 37.954134156025248 5.7108984618389504 22.157081008073874 19.550588690502991 104.06142828018892 75.635788354054966 44.235077054909198 29.534799406203092 27.331706485259929 5.5585498305590582 2.3546783985075308 986.83495014651635 10.028388560313031 5.9318802505003987 96.013589059271908 86.261862718536577 127.28911108591274 707.77625260302011 32.787442044100317 62.170051784938551 67.647793967727921 0.62054768973030228 39.909131190106564 10.155136676745316 9.8683739555635821 125.85279940911278 2.3387433703464913 149.98814462518203 0.65061546876677301 2.3225444767449499 0.56266259503900062 0.71058848711254263 10.197776915389111 40.031825628422666 134.36064594022173 123.5523359374929
leaf_count=227356 221752 236533 56699 46026 7358 25717 24312 120679 83735 34337 27552 29470 5145 2662 617005 4048 6014 34248 79614 131023 252363 35566 62465 59710 686 46909 2354 2075 131068 2187 130352 913 2360 556 602 4204 10310 46559 51666
internal_value=0 0.000296373 -0.00100559 -0.00225108 0.00268867 0 0.00873725 -0.00202224 -0.00490188 0.00240498 0.00307222 0.00111072 0 0.00283528 -6.84824e-05 0.000357949 0 -0.00470314 -0.000685258 0.000627771 0.00169844 -0.000726086 -0.00665164 0 0.00952811 0.000478472 -0.00670358 0 0.00269992 -0.0035461 -0.00395802 -0.0065058 0.000362696 0.00322713 0.0111971 0 3.05772e-05 -6.90061e-05 3.47828e-05
internal_weight=0 943.487 508.292 451.666 56.6261 413.712 41.7077 372.004 179.697 435.195 383.047 353.512 52.1483 7.91323 3072.43 1538.86 1527.5 124.854 1533.57 1402.65 902.713 499.935 94.9575 775.424 11.3595 404.978 116.037 20.0235 326.181 238.589 236.25 6.36151 8.81709 6.49454 10.739 1294.98 1284.78 1244.75 1110.39
internal_count=2864190 1059562 601972 537002 64970 490976 50029 440947 204414 457590 415446 387894 42144 7807 1804628 862731 857395 47607 941897 809788 443096 366692 98031 312073 5336 268661 38677 4429 358424 212153 209966 8271 8930 6570 4650 729744 725540 715230 668671
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=125326 147 100 328 620 8913408 19137121 14946320 529984 576 96 64 76 104
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=40
num_cat=16
split_feature=2 0 1 1 0 1 0 0 0 1 0 0 1 0 0 1 2 0 0 0 0 0 2 2 0 1 1 1 2 0 2 0 0 0 0 0 0 0 2
split_gain=0.00710223 0.30367 0.723536 0.40326 0.870558 0.692774 0.192532 0.227961 0.144553 0.107489 0.183911 0.404977 0.211037 0.0910172 0.0602595 0.0591171 0.102824 0.271609 0.661607 0.0804909 0.180136 0.0710813 0.359993 0.253449 0.983814 1.17662 0.85057 0.124494 0.143576 0.225245 0.100898 0.0915129 0.0748687 0.0705421 0.0552414 0.108574 0.0321666 0.0307047 0.244325
threshold=0 8.5000000000000018 1 2 2.5000000000000004 3 2.5000000000000004 1.5000000000000002 39.500000000000007 4 1.5000000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 1.5000000000000002 6 7 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 8 9 1.0000000180025095e-35 10 11 12 13 10.500000000000002 14 41.500000000000007 10.500000000000002 8.5000000000000018 12.500000000000002 47.500000000000007 9.5000000000000018 1.0000000180025095e-35 15
decision_type=9 2 1 1 2 1 2 2 2 1 2 2 1 2 2 1 9 2 2 2 2 2 9 9 2 1 1 1 9 2 9 2 2 2 2 2 2 2 9
left_child=1 3 34 6 9 -6 7 13 -4 14 11 -11 -12 -1 -5 16 19 -18 -19 -2 -21 23 27 37 26 -26 -25 28 29 -23 36 -24 -30 -32 -3 -36 -29 -17 -39
right_child=15 2 8 4 5 -7 -8 -9 -10 10 12 -13 -14 -15 -16 21 17 18 -20 20 -22 22 31 24 25 -27 -28 30 32 -31 33 -33 -34 -35 35 -37 -38 38 -40
leaf_value=0 -0.0014058872937106782 0 0.012984692955933116 0.0039015555566459768 1.1773790463700982e-05 -0.010875840907666544 0.0073237822107009064 -0.0049955039308590445 0 0 0 -0.0067813253284155148 0.0055517624895135703 0.0053133019937191307 0 0.00029467152196821852 0 -0.010674403939973634 0 0.0032720629356857885 0 0.0086664339885660583 -0.0081531603799315632 0.0029745580176243902 0.013928372116476776 0 -0.0076006730366588345 0.0029925172736477985 -0.00074362238140507862 0 -0.0042931524536930802 0 0.0024301639869865484 0 -0.0063391625943263865 0 0 0 -0.0047257537592926445
leaf_weight=59.022672483042697 259.45540470928972 12.081836680561539 46.869625899344101 83.520962434959074 23.962534057631274 107.88724652226665 49.169039576452633 21.566671976441285 2.424274567194515 169.15305801042996 6.6542249697668012 86.867974057837273 46.176929646266217 37.405291709939775 15.600768483520367 609.939965916863 124.47358768750382 66.249654814368114 142.8085925162959 159.99427481010207 386.84047091623506 34.382166262483224 48.280298965306429 108.51316946091902 86.344179526470725 107.60948662697047 88.76239232248372 5.9196013718610629 187.47826976190845 8.2377621489576978 93.003208259062376 1.4647672315331863 76.410383988637477 36.131484160068794 13.763955873015217 0.96019562815490722 1.8599902676360214 518.58904399229505 80.662857795548916
leaf_count=66334 171573 13333 36675 80149 22913 100182 53741 21693 2632 168535 6510 82787 43228 37997 15656 399972 156715 73826 155987 76190 115477 33961 43262 134671 103554 106536 122401 6250 45453 8015 33794 1790 9866 13886 16216 1157 1850 193869 85603
internal_value=0 0.00026725 0.00539873 -7.16905e-05 -0.00177524 -0.00807938 0.0032655 0 0.0107011 0 -0.000294936 -0.00215198 0.00256692 0.00280221 0.00274009 -6.11378e-05 -0.000687735 -0.00206384 -0.00426616 0 0.000635274 0.000145893 -0.000634615 0.000578553 0.00267262 0.00754367 -0.00104243 0 0.0015295 0.00524221 -0.00156686 -0.00651618 0 -0.00294744 -0.00123845 -0.00387891 0 0 -0.000632178
internal_weight=0 783.087 76.0999 706.987 539.824 131.85 167.164 117.995 49.2939 407.974 308.852 256.021 52.8312 96.428 99.1217 3233.41 1139.82 333.532 209.058 806.29 546.835 2093.59 493.168 1600.42 391.229 193.954 197.276 443.423 306.509 42.6199 136.914 49.7451 263.889 129.135 26.806 14.7242 7.77959 1209.19 599.252
internal_count=2864239 769738 70013 699725 519960 123095 179765 126024 39307 396865 301060 251322 49738 104331 95805 2094501 749768 386528 229813 363240 191667 1344733 198127 1146606 467162 210090 257072 153075 97295 41976 55780 45052 55319 47680 30706 17373 8100 679444 279472
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=8991894 720 192 528 6 8 196 2097216 6292328 19923776 554 529 281 4194600 2097664 576
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=40
num_cat=24
split_feature=2 0 1 2 2 0 1 1 0 2 1 1 0 2 2 2 2 1 0 1 2 9 9 9 0 0 0 9 0 1 9 0 9 0 0 2 0 0 0
split_gain=0.00871795 0.284006 0.665465 0.85304 0.620398 0.173106 0.863002 0.419299 0.438644 0.42397 0.63469 0.480502 0.381845 1.01176 0.277057 0.208705 0.166472 0.291649 0.111376 0.0860978 0.073532 0.225563 0.170706 0.0634934 0.15046 0.179195 0.0435823 0.0349908 0.0315548 0.14344 0.634083 1.03291 0.350848 0.295628 0.251252 0.277009 0.111687 0.104747 0.10225
threshold=0 8.5000000000000018 1 2 3 5.5000000000000009 4 5 1.5000000000000002 6 7 8 1.5000000000000002 9 10 11 12 13 39.500000000000007 14 15 16 17 18 41.500000000000007 10.500000000000002 55.500000000000007 19 8.5000000000000018 20 21 17.500000000000004 22 27.500000000000004 17.500000000000004 23 9.5000000000000018 10.500000000000002 38.500000000000007
decision_type=9 2 1 9 9 2 1 1 2 9 1 1 2 9 9 9 9 1 2 1 9 1 1 1 2 2 2 1 2 1 1 2 1 2 2 9 2 2 2
left_child=1 5 3 -3 26 7 14 12 16 11 -11 -10 20 -14 -7 -8 19 -18 -5 -9 21 -1 -22 -6 25 -25 -4 -15 -2 32 31 -31 33 -30 35 36 -32 -34 -33
right_child=28 2 4 18 23 6 15 8 9 10 -12 -13 13 27 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 30 34 38 37 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0.0071576329629835667 0.017805732573833024 0 0.0076416530402646891 0 0 0.0064461872456624235 0 -0.011061887438970956 -0.0044255786550368454 0.012442072731345753 0 0 -0.012813213943092603 -0.00039659673801923804 0.0039061386525015489 0 -0.0027423489458086527 -0.0062161296267635117 0.0056384152014921293 0 0 0 -0.01440836122062137 0 -0.0034872786670144956 0.0080566718838736683 -0.013944445034729342 0 0.0041118451665518299 0 0 0 0 0.012531811966745063 -0.0076746185154697583 0
leaf_weight=85.040415367242531 2519.6296893151284 14.943504141134325 10.120596585096788 42.026214861318294 2.2973655105743092 19.435956498142332 3.7692918455286417 96.427711270305736 43.583916413175757 85.500293970158964 90.342388103515987 27.99974897064385 72.871706468438788 17.459593899264291 4.594260659840077 40.210393318164279 114.51451491047919 243.81985756783251 2.1314814987126729 117.26387408868322 12.243906950607197 46.127272098023241 49.421897168394935 8.9010855001251965 1.4291197777638434 21.386217111401493 0.31252821887028481 8.6948027642065444 58.128136260362226 66.252821992158715 6.0180399641394642 30.479316653698334 4.3096600471326374 4.9824436092021633 8.2692468313980481 2.9613571512163643 20.388515416940209 8.9468081877930654 2.3801530164055285
leaf_count=85584 1505491 12900 11132 30819 2059 19585 2749 107770 48658 78932 93104 30302 69344 18723 4638 36879 106362 244130 2284 124797 13377 49577 54640 8781 1800 24605 317 9389 21047 16667 1652 4233 2410 2987 3142 2332 4945 5308 1087
internal_value=0 0.000234058 0.00467031 0.00981128 -0.000575497 -1.16451e-05 -0.00419284 8.48645e-05 -0.000815286 -0.00421034 -0.00651362 0 0.00330729 0.00765518 0.00303767 -0.0107817 0.000277992 0.00187621 0.015081 -0.00110371 0 0.00162917 -0.00166254 -0.00816743 -0.00940487 -0.0121337 0.00507411 -0.00176314 -7.28335e-05 -0.00116561 -0.00315978 -0.00748036 0 0.00492011 0.0023458 0.00711205 0.00932385 -0.00436012 2.51592e-05
internal_weight=0 1282.87 103.548 59.1012 44.4469 1179.32 68.0099 1111.31 819.452 247.426 175.843 71.5837 291.86 99.0261 24.0302 43.9797 572.026 358.334 44.1577 213.692 192.833 131.168 61.6658 34.0138 31.7164 30.2873 10.4331 26.1544 2732.75 213.116 136.749 99.1123 76.367 63.1106 37.6372 29.3679 26.4066 13.2565 32.8595
internal_count=2864538 1293237 94697 46003 48694 1198540 63851 1134689 834055 250996 172036 78960 300634 97456 24223 39628 583059 350492 33103 232567 203178 135161 68017 37245 35186 33386 11449 28112 1571301 65810 34058 21987 31752 24034 12071 8929 6597 7718 5320
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=8498590 47 2072 65564 900 82 8388632 137 549 11650 3474 8 8398856 513 769 8391064 1 2 8 1 210 1 5 524384
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=38
num_cat=11
split_feature=2 1 3 3 3 3 3 1 3 1 3 1 3 2 3 3 3 2 2 2 3 3 2 3 3 3 3 3 3 3 1 3 3 3 3 3 3
split_gain=0.00451358 0.150823 0.346935 0.807094 0.540108 0.113034 0.461049 0.32847 0.290328 0.0540857 0.0481628 0.0372496 0.158547 0.633188 0.628793 0.465637 0.280369 1.23973 0.221111 0.210928 1.00957 0.131768 0.108147 0.169867 0.404257 0.157961 0.162929 0.107698 0.0923106 0.0580463 0.0292373 0.0274401 0.0232573 0.0387571 0.0163948 0.0146716 0.00264508
threshold=0 1 3.5000000000000004 1.5000000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 2 6.5000000000000009 3 2.5000000000000004 4 4.5000000000000009 5 7.5000000000000009 3.5000000000000004 2.5000000000000004 6 7 8 1.0000000180025095e-35 16.500000000000004 9 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 10 5.5000000000000009 11.500000000000002 14.500000000000002 14.500000000000002 10.500000000000002 9.5000000000000018
decision_type=9 1 2 2 2 2 2 1 2 1 2 1 2 9 2 2 2 9 9 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 3 -1 -4 30 9 35 -9 -7 -5 12 15 14 -14 16 19 -18 -17 27 -21 -16 23 24 -13 26 -24 -2 -25 31 -3 -15 36 -34 -27 -8 -30
right_child=11 5 4 10 -6 6 7 8 -10 -11 -12 22 13 29 21 18 17 -19 -20 20 -22 -23 25 28 -26 34 -28 -29 32 -31 -32 -33 33 -35 -36 -37 -38
leaf_value=0.0038943125434619539 0 0 0.0099278546632192537 -0.0081769380927128651 0 0.0086007226149657275 0.0013889463969713491 -0.0096201998437573048 0 0 0 -0.0003741106450115003 0.01556850641804592 0 -0.0056284812528538675 0 0.011776142616909183 -0.0038982269504907359 -0.009060136194439402 0.00063075410182917777 -0.0069958618566025119 0.001576659459814208 0 -0.0031382128732794731 0.0031685823307656528 0.0021409601343495631 -0.0046702280799962642 0.0041614419095696237 0 0 -0.00353918910207493 -0.0043020725773475861 -0.0035066298829553831 0 0 0 0.002503563293191275
leaf_weight=169.15041354340792 124.67109046054611 38.992944793084462 73.65501606574071 52.741957941143482 15.699211260311129 19.845545475553081 46.91128320126154 49.639009267302754 7.5763727232115334 18.006368548707542 47.311458602987841 1095.8943258376821 33.146860316883249 14.873388946558405 9.1990153224614879 9.6405335977760824 62.794079786697694 34.900755095091881 41.317746675034869 652.49023604832473 184.7721210825257 0.51837961614364836 131.04979149530118 213.98033015848341 378.76406163595675 6.2066088236751957 182.60392115951254 117.78687325263309 47.390544928319287 7.6552244461126966 92.664123773793108 20.106824607712042 4.1907008481211951 3.1465008649684023 0.68716233479790378 0.954034492286154 6.0843305244052308
leaf_count=186777 124905 42240 82901 60915 18670 22522 71649 59700 8141 28875 54473 390683 32580 13393 9373 11473 55713 38271 39507 293261 160826 553 130220 179897 272534 4792 166389 127211 34553 6938 102824 18509 3734 2784 481 1083 5257
internal_value=0 0.000227853 0.00181454 0 0.00635181 -0.000857692 0 -0.0023158 -0.00642063 0.00756787 -0.00623181 -5.45486e-05 0.000235527 0.00379238 0.00978212 0 0.000399212 0.00484387 -0.00742555 0 -0.000880048 0 -0.000381821 0 0.000381478 -0.00196387 -0.00295846 0.00224993 -0.00220336 -0.000878195 -0.00291046 -0.00316997 0 -0.000938038 0.000233567 0.000129344 0.00154679
internal_weight=0 633.148 358.558 269.204 89.3542 274.59 142.933 105.081 57.2154 37.8519 100.053 3383.87 1313.87 85.4997 42.8643 1228.37 1177.42 97.6948 50.9583 1079.72 837.262 9.71739 2070 1749.45 1474.66 320.547 313.654 242.458 274.792 42.6354 131.657 34.9802 60.8121 7.3372 6.89377 47.8653 53.4749
internal_count=2864607 740770 403736 302165 101571 337034 191970 140573 67841 51397 115388 2123837 932513 81346 42506 851167 800187 93984 50980 706203 454087 9926 1191324 889442 663217 301882 296609 252116 226225 38840 145064 31902 46328 6518 5273 72732 39810
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=613252 391 40 560 632 8658994 2097226 10485792 12846114 2138233 576
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=40
num_cat=10
split_feature=2 0 3 11 9 9 2 0 2 0 3 0 3 0 3 2 0 0 2 0 2 0 3 0 0 3 3 3 3 0 3 2 0 0 3 3 0 0 3
split_gain=0.0123119 0.0382903 0.0561927 0.0586486 0.0531447 0.0129739 0.495608 0.452203 0.492542 0.446687 0.505886 0.441485 0.733941 0.351396 0.27075 0.729623 0.726856 0.605159 0.407294 0.279298 0.264016 0.291036 0.838691 0.18769 0.445735 0.375278 0.359929 0.160235 0.122487 0.115281 0.0907097 0.0795175 0.101644 0.21894 0.333976 0.125998 0.10042 0.266249 0.356305
threshold=0 31.500000000000004 15.500000000000002 1 2 3 4 3.5000000000000004 5 10.500000000000002 8.5000000000000018 3.5000000000000004 5.5000000000000009 5.5000000000000009 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.5000000000000002 8 1.5000000000000002 3.5000000000000004 8.5000000000000018 19.500000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 6.5000000000000009 9 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35
decision_type=9 2 2 9 1 1 9 2 9 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 20 11 14 13 10 -10 12 -7 -9 16 19 -8 -17 -18 -16 21 22 -2 25 28 29 -27 -13 -25 -23 -15 36 33 35 -35 -33 37 -22 -39
right_child=5 -3 -4 -5 -6 6 7 8 9 -11 -12 27 -14 30 15 17 18 -19 -20 -21 31 23 -24 24 -26 26 -28 -29 -30 -31 -32 32 -34 34 -36 -37 -38 38 -40
leaf_value=0 0.0076436937738005653 0 0 0 -0.0029590511842147943 -0.011332011178616277 0 0 -0.011166261496249948 0 0 0.0061948545652078186 0.0003995521442808033 0.010244321890965474 0.012103090681022673 0 0 -0.012574139033941494 0.0082378917758327789 0 0.00040209248632904946 0.0034690344266950393 -0.0014454329271986067 0.010110624757675685 -0.00067779986004177963 -0.010932967625238509 0 -0.00051908709500776489 0 -0.00091948047297205559 0 0.0018867561514716597 0 -0.0091148711010270271 0 -0.0038726928542927169 0.0014368793247063339 -0.0041298731856037668 0
leaf_weight=66.705350845706562 206.79538740978023 2.9951890967640784 1.2198686470510427 0.6047075932729048 209.29274609404092 99.643495178013836 191.86724262422649 11.691881359874971 99.232757352088811 21.762771550325851 0.54554960693349031 11.407956842565911 12.821060332731575 16.24101939890534 11.916068239719609 33.369784902330139 19.284903322099126 39.694049073288625 214.83510302150898 6.0585341000405597 1189.2033536474846 62.676378743770329 82.580915412443574 34.37811228424107 10.245916310930623 39.53633192495181 33.316647031235334 19.233645982196322 0.60695775246131134 14.37974508364641 0.44441540093975973 100.50209139426988 94.466482725476453 59.09682341820735 43.175487367815549 23.035184572567232 413.1060242249805 328.69058176105318 190.3514665812836
leaf_count=75266 209486 3398 1244 707 237139 113916 139313 11896 32143 7561 337 8164 12687 14675 12181 39780 18913 37303 98597 5679 774494 52496 84906 28085 9462 33406 31988 20563 410 11928 390 131202 105136 68898 54807 35060 120041 94394 126382
internal_value=0 -0.000602085 -0.00127823 -0.00186363 -0.00232306 4.25005e-05 -0.000151498 0.000696338 -0.00300355 -0.00618514 -0.00922933 -0.00503016 -0.00808631 0.00232183 0.0024362 -0.000122391 0.00361299 -0.00632857 0.00707505 0.00691196 0.000198666 0.00227726 0.00421842 0 0.00349187 -0.0023095 -0.0067688 0 0.00907863 0 0.00919332 -0.00012298 -0.00152044 -0.00270595 -0.00554193 0 0 -0.000226724 -0.00215709
internal_weight=0 280.818 277.823 276.603 275.998 3736.19 810.05 666.944 149.918 121.541 99.7783 143.106 112.465 28.3773 517.026 91.0384 425.987 73.0638 234.12 17.9746 2926.14 484.516 289.376 195.14 45.231 149.909 72.853 30.6416 34.9851 77.0561 16.6854 2441.63 320.276 225.81 102.272 123.537 2121.35 1708.25 519.042
internal_count=2864433 317754 314356 313112 312405 2546679 574098 418768 67002 40041 32480 155330 126603 26961 351766 94943 256823 77083 117510 17860 1972581 462167 294392 167775 37957 129818 65394 28727 28495 64424 15065 1510414 395103 289967 123705 166262 1115311 995270 220776
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=26214433 1 10 5 4470022 2164872 625152 2719744 4207878 2424920
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=39
num_cat=12
split_feature=2 1 3 1 2 3 3 3 2 3 3 3 3 3 3 3 1 1 3 3 1 3 1 11 1 3 3 11 3 3 3 3 3 3 3 3 3 3
split_gain=0.00753629 0.172215 0.0788383 0.0485217 0.0928753 0.096986 0.24444 0.11322 0.0635317 0.22842 0.720385 0.0517729 0.0503077 0.124894 0.0461813 0.102513 0.427782 0.147743 0.121087 0.263572 0.0966555 0.0895183 0.132693 0.052942 0.0501422 0.0357334 0.0217197 0.0107336 0.010579 0.00816163 0.00743297 0.00730326 0.107527 0.0679849 0.0660447 1.34976e-05 0.0141165 0.002981
threshold=0 1 4.5000000000000009 2 3 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 2.5000000000000004 16.500000000000004 9.5000000000000018 11.500000000000002 10.500000000000002 4.5000000000000009 5 6 1.0000000180025095e-35 1.5000000000000002 7 1.0000000180025095e-35 8 9 10 3.5000000000000004 1.0000000180025095e-35 11 6.5000000000000009 36.000000000000007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018
decision_type=9 1 2 1 9 2 2 2 9 2 2 2 2 2 2 2 1 1 2 2 1 2 1 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=3 2 26 8 31 6 7 -6 35 -10 -11 25 -7 -14 15 17 -17 18 -3 -20 -16 22 -19 -18 -23 -12 -2 29 -4 -22 -9 32 -5 -33 -35 -1 -37 -38
right_child=1 14 28 4 5 12 -8 30 9 10 11 -13 13 -15 20 16 23 21 19 -21 27 24 -24 -25 -26 -27 -28 -29 -30 -31 -32 33 -34 34 -36 36 37 -39
leaf_value=1.3154705993085337e-05 0 0.0043765153167985077 0.0016607366340879752 -1.8767201818998658e-07 0.0024024716145185638 -0.0024205074250288707 0.0076149287960660013 0 -0.0040845962752045295 0.009700835425776537 0 0 0.0060789776981006833 0 0 0.0014171582032687479 -0.0091422635240108879 0 -0.0044463119423446161 0.0030595932790407508 0.0073321119618565888 0.0017610512751237305 -0.0035904267283588111 0 0 -0.0048653427837556896 -0.0051075366445973106 0 0 0 -0.00074908241302138324 -0.0014881008084965518 0.00242492157720995 0.0031003482887457276 0 -0.0008506595886049221 0.00046132011179050056 0
leaf_weight=750.00175222096732 62.085882821185805 113.60352099276497 8.3568753963045292 804.50588908985083 168.1239463783495 55.005492424519616 51.727899349207291 73.380035993006459 152.39174384430225 34.705572561042572 35.305620575818466 0.23695688362931733 3.9336700178391757 3.9207240388204809 1.2631306910188869 12.245566136269188 45.859393860366254 65.276097172012669 46.37268848084932 90.269002619199455 7.2529080784006492 121.946754978635 136.18471720394155 0.73276708781486277 113.64404604732408 54.055120322537732 80.611998344647873 0.073257650423329213 4.7555356416632995 0.054216479067690559 135.13928445918282 290.89409862905086 156.87676410952554 40.65145371381368 17.730341012502322 165.08092680489062 110.0740652400782 2.9051437271991736
leaf_count=194923 59216 102215 8442 299725 183311 56060 53038 87040 178070 49985 51784 254 4372 3901 1327 11216 41627 62716 48695 91541 6774 111567 132266 480 118784 81837 86259 86 4913 45 143693 236874 91791 32133 14285 112427 98153 2608
internal_value=0 -0.00025879 -0.00301837 6.09775e-05 0.00046494 0.00158174 0.00225191 0.000270159 -0.000271047 -0.00152328 0 -0.00305287 0 0.000364946 5.66511e-05 0 -0.00329927 0.000284628 0.00226319 0 0.00346662 -0.000320129 -0.00201983 -0.00770439 5.57023e-05 -0.00369811 -0.00393076 0.00549557 0 0.00717594 -0.000277247 0 0.000154335 -0.000360967 0.000459559 0 0 0
internal_weight=0 910.588 155.81 3106.65 1801.89 491.231 428.371 376.643 1304.76 276.695 124.303 89.5977 62.8599 7.85439 754.778 746.135 58.8377 687.297 250.245 136.642 8.64351 437.052 201.461 46.5922 235.591 89.3607 142.698 7.38038 13.1124 7.30712 208.519 1310.66 961.383 349.276 58.3818 1028.06 278.06 112.979
internal_count=2864433 888169 158830 1976264 1206223 531415 467082 414044 770041 361930 183860 133875 64333 8273 729339 721107 53323 667784 242451 140236 8232 425333 194982 42107 230351 133621 145475 6905 13355 6819 230733 674808 391516 283292 46418 408111 213188 100761
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=92646 130 588 8512 74048 536 292 288 72 1 513 1
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=14
num_cat=13
split_feature=2 1 1 2 2 2 2 1 1 11 1 1 2
split_gain=0.00264163 0.127959 0.0565113 0.233277 0.161169 0.0454789 0.0347198 0.0134756 0.011831 0.00388841 0.00255175 0.00136092 0.000150764
threshold=0 1 2 3 4 5 6 7 8 9 10 11 12
decision_type=9 1 1 9 9 9 9 1 1 9 1 1 9
left_child=2 6 3 -1 11 -3 8 -6 -2 -7 -5 12 -4
right_child=1 5 4 10 7 9 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0033926234255831386 0 0 0 0.00014713172914325665 0 -0.0032813615815086637 0 -0.002917692890673083 0.001683203837868436 0 -8.6700772184945753e-05 0 0.00014670847549744039
leaf_weight=198.72647567572858 41.118060310436704 341.12902657610539 84.873630676192988 864.4952719135299 49.261834488163004 131.22012904536678 265.51139031120329 191.50455221861193 195.88134988631646 0.95465922603034314 749.82981119348369 231.98016983771595 670.39892325013716
leaf_count=193704 46440 369156 83532 471759 48346 142075 285052 166076 200965 982 364836 169528 321851
internal_value=0 -0.000144302 4.13339e-05 0.00047193 -0.000352642 -0.00147806 0.000575305 -0.00251126 0.00138341 -0.00304696 0 0 0.000130815
internal_weight=0 975.815 3041.07 1813.05 1228.02 473.304 502.511 240.766 236.999 132.175 1614.33 987.253 755.273
internal_count=2864302 1044670 1819632 1030299 789333 512213 532457 214422 247405 143057 836595 574911 405383
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2193110 817 206 78868 17094 17041696 13109257 32 256 1 138 273 2
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=40
num_cat=21
split_feature=2 9 0 1 1 0 1 0 0 0 0 0 1 0 0 1 0 1 12 1 1 0 0 0 9 0 0 9 2 2 2 0 2 2 0 1 1 9 0
split_gain=0.0057382 0.115293 0.816886 1.59859 0.92139 0.669507 0.608733 0.347341 0.307556 0.217733 0.148753 0.116623 0.111377 0.365446 0.264499 0.0988202 0.0573778 0.0400636 0.0306891 0.0259748 0.020738 0.534206 0.27997 0.253378 0.386673 0.721888 0.21709 0.63391 0.624249 0.172932 0.104815 0.103388 0.31936 0.209576 0.187729 0.231675 0.162378 0.100773 0.128057
threshold=0 1 1.5000000000000002 2 3 2.5000000000000004 4 1.0000000180025095e-35 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 27.500000000000004 5 9.5000000000000018 9.5000000000000018 6 55.500000000000007 7 8 9 10 6.5000000000000009 92.500000000000014 13.500000000000002 11 39.500000000000007 1.5000000000000002 12 13 14 15 2.5000000000000004 16 17 10.500000000000002 18 19 20 12.500000000000002
decision_type=9 1 2 1 1 2 1 2 2 2 2 2 1 2 2 1 2 1 1 1 1 2 2 2 1 2 2 1 9 9 9 2 9 9 2 1 1 1 2
left_child=1 2 4 8 -1 19 10 17 -4 -9 -3 -12 14 -14 -11 -7 -17 -8 -6 -5 21 26 -23 31 25 -25 29 30 -29 -2 -28 33 34 -22 35 -33 -35 -34 -39
right_child=20 6 3 5 18 15 7 9 -10 12 11 -13 13 -15 -16 16 -18 -19 -20 -21 23 22 -24 24 -26 -27 27 28 -30 -31 -32 32 37 36 -36 -37 -38 38 -40
leaf_value=-0.0021473370884408705 0.0012291260083265503 0 -0.01661682836370006 0 0.011372291008545046 0 0 0.0052942716376736488 0 0.0079521725801017466 -0.0087324748083974484 0 -0.0087162490251087906 0 0 0.014195078945885757 0 -0.0018360164329426184 0 -0.0024401125943715007 0.0010986511751843702 -0.0078701698906967661 0 0.012189994353998687 0 -0.00096641639753106449 0.008420259641844478 0.0013277938743823166 -0.0091514885594624739 -0.0019096724904838821 0 0.0083239972344714471 0 0.00023338847370457492 0 0 -0.0027507485015149519 -0.0033616303076433908 0
leaf_weight=25.398610132026079 122.96756650633324 50.654327307382118 40.723011561000021 5.2167564006667817 117.20621136522459 14.175654380414924 17.673388105846243 190.22788321562166 4.3589096113864789 20.005619361341818 79.515639649478544 1.3609966736694321 28.021680073208699 22.350532831456803 10.201080509054007 31.277186687104408 0.19117805527639475 145.33753262713981 0.12820728916994895 12.267432700449719 1088.623464778062 104.56688169718836 1.0739264760341019 65.791645925033663 15.758730728783119 3.282134756751474 97.827997846994549 207.37102542795037 29.331564795145823 457.61773167487627 25.040052941505564 31.007215700257802 20.762594109706697 68.724976626006537 7.5756117070268365 63.174660606135149 285.81097815244357 492.37940376729239 9.9800071020872547
leaf_count=26196 139976 65514 45423 5418 132950 14333 17104 204987 5171 20621 94356 1672 29153 20649 10303 34700 244 162798 152 13647 549473 61870 974 15344 6095 2487 49419 112843 31821 360702 27406 24293 4255 71461 6193 70597 303131 118632 1985
internal_value=0 0.000257314 0.00203255 -0.00238374 0.00706764 0.00467354 -0.000117322 0.00124164 -0.0130631 0.00364453 -0.00559277 -0.00804996 0 -0.00272329 0.0025135 0.010991 0.0119033 -0.0010776 0.0105587 -0.00104102 -1.45576e-05 -0.000430726 -0.00638816 5.49664e-05 0.00469726 0.00766028 0.000101854 0.00217879 -2.17898e-05 -0.000736964 0.00709054 -5.6655e-05 -0.00120324 0.00025056 0.00218174 0.00457857 -0.00144689 -0.00248127 -0.0028924
internal_weight=0 816.292 250.943 108.21 142.733 63.1282 565.349 433.818 45.0819 270.807 131.531 80.8766 80.5789 50.3722 30.2067 45.644 31.4684 163.011 117.334 17.4842 3198.67 1045.8 105.641 2152.87 84.8325 69.0738 940.156 359.571 236.703 580.585 122.868 2068.04 624.879 1443.16 101.757 94.1819 354.536 523.122 502.359
internal_count=2864348 905391 278234 118936 159298 68342 627157 465615 50594 285713 161542 96028 80726 49802 30924 49277 34944 179902 133102 19065 1958957 785011 62844 1173946 23926 17831 722167 221489 144664 500678 76825 1150020 225955 924065 101083 94890 374592 124872 120617
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=4803222 6 394 96 532 386 17 32 1 48 354 9 6 263272 270624 10495296 8651048 8434753 5 528 8
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=35
num_cat=10
split_feature=2 9 0 0 0 0 12 0 0 12 9 2 0 0 0 0 2 0 0 0 2 0 2 2 0 0 0 0 0 0 0 0 0 0
split_gain=0.00455399 0.107718 0.382665 0.0477533 0.132613 0.020093 0.0163286 0.0157966 0.0132432 0.0121821 0.00933145 0.275674 0.285214 0.257891 0.405108 0.171309 0.295838 0.226078 0.184438 0.165975 0.145848 0.122239 0.192652 0.149445 0.148776 0.0911481 0.0827611 0.0802923 0.0799619 0.0350552 0.0326298 0.00208551 0.00260271 0.000285443
threshold=0 1 14.500000000000002 12.500000000000002 7.5000000000000009 2.5000000000000004 2 13.500000000000002 19.500000000000004 3 4 5 1.5000000000000002 4.5000000000000009 8.5000000000000018 8.5000000000000018 6 11.500000000000002 4.5000000000000009 13.500000000000002 7 1.5000000000000002 8 9 3.5000000000000004 6.5000000000000009 47.500000000000007 14.500000000000002 34.500000000000007 1.0000000180025095e-35 39.500000000000007 23.500000000000004 32.500000000000007 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 1 2 2 1 1 9 2 2 2 2 9 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -6 -5 -9 33 15 12 29 -14 -15 18 30 -18 21 -16 25 23 24 -2 -23 -20 -13 -19 -29 -12 -17 -10 -33 -3
right_child=10 3 -4 7 6 -7 -8 8 31 -11 11 26 13 14 19 16 17 27 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 -32 32 -34 -35
leaf_value=-0.010013404576167697 0 0 0 -0.002073218715160717 0.0055266158794669276 0 0 0.0016753948065713151 -0.00078018176051188916 0 0 -0.0058813471497129602 0.0041403467485630714 -0.0046383892223168556 0.0071757548336734483 0.0030919387979262904 -0.0083835779038945388 0.0017465556876997104 0.0052854291979478373 0 0 -0.0012432109366182159 -0.0050508050083647969 0.002723823505130485 0.0024857032483222028 0 0 -0.004057763230288748 0 -0.0025262372820607465 0 0.00085396241491345721 0 0.0010866857272519809
leaf_weight=15.555328945127259 1019.2939899352068 346.35984770684081 1.3008186041261058 6.7513345913685034 49.509490807758993 168.84799255774851 0.14633510774001379 17.179922352894213 4.2625983252655706 0.8860181033378457 259.9363044553611 83.631244448111829 238.3248972830188 88.768619365175255 31.28344405599637 18.407931379100777 65.92264219820936 33.401489016578125 136.567803835831 19.697092950867955 37.732440444931854 371.59250742780569 68.43927751488809 212.9918934482921 110.33103910178033 83.643569304971606 0.2616003199655087 55.581615651208267 10.22598827096226 155.18832561545423 1.6686681933933858 5.6901536046498205 3.5457170085865073 292.34704886261898
leaf_count=18979 690069 357258 1470 7159 45233 178776 179 15926 4209 978 197269 105593 113332 40665 12337 10126 20356 10225 45828 9056 32509 167309 79642 223442 37268 23402 296 13638 4535 93329 1554 6745 4385 291071
internal_value=0 0.000215373 -0.00327752 0.000739118 0.00105801 0.000256236 0.00533268 0 0 0.000618297 -2.08265e-05 -0.000321312 0 0.00222534 0 0 -0.00256692 -0.00455851 0.000377496 0.00429783 0.00272581 0 -0.00120295 0.000550514 0 0.00371846 -0.0047983 0 -0.00252228 -0.00136659 0.00137612 0 0 0.000751646
internal_weight=0 912.383 16.8561 895.526 858.097 808.441 49.6558 37.4297 30.6784 639.593 3102.89 877.092 793.199 378.074 139.749 2225.8 185.208 165.132 2040.59 50.9805 257.944 1782.65 550.363 1232.29 481.924 220.211 83.8928 99.2091 65.8076 415.125 20.0766 13.4985 9.23587 638.707
internal_count=2864148 932368 20449 911919 873495 828083 45412 38424 31265 649307 1931780 571877 465988 175390 62058 1359903 60434 48754 1299469 21393 101739 1197730 284219 913511 204577 69230 105889 28398 18173 290598 11680 15339 11130 648329
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=9241494 8 1 1 9 2107488 9224 2115656 4213832 17844296
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=24
num_cat=13
split_feature=2 3 11 2 2 11 2 3 3 3 2 3 2 2 3 3 2 2 3 3 2 2 3
split_gain=0.00480151 0.0349257 0.0267152 0.0427359 0.0246693 0.020297 0.00550484 0.0144174 0.00529604 0.0307148 0.316506 0.0380861 0.200622 0.028573 0.126054 0.0235151 0.240521 0.0505136 0.21156 0.118548 0.0246331 0.00786073 0.0046669
threshold=0 10.500000000000002 1 2 3 4 5 6.5000000000000009 10.500000000000002 5.5000000000000009 6 4.5000000000000009 7 8 13.500000000000002 2.5000000000000004 9 10 1.5000000000000002 1.5000000000000002 11 12 36.000000000000007
decision_type=9 2 9 9 9 9 9 2 2 2 9 2 9 9 2 2 9 9 2 2 9 9 2
left_child=8 2 3 -2 -3 22 7 -4 9 11 -11 15 -13 -10 -15 17 -17 19 -19 -1 -18 -12 -6
right_child=1 4 6 -5 5 -7 -8 -9 13 10 21 12 -14 14 -16 16 20 18 -20 -21 -22 -23 -24
leaf_value=0 0 0 0.0024362662736103851 -0.0013170134911290403 0.0042181572672142821 0 0 0 0 0.0074189887620900001 0 0 -0.0053942041771195132 -0.0064732987436964973 0 0.0046037677063648494 0 7.9017933379746207e-05 -0.0028282963554850183 0.0042314238267131153 -0.0015273702990649168 -0.0011993121411198297 0
leaf_weight=196.1438272629639 555.71137123985318 0.67446379529428668 6.1074443356774282 528.16445686908628 8.3638605895393958 0.26857379937427772 6.3345714590541302 0.37299168770550739 1.3800411677802911 24.215088661992922 43.815821542375488 11.303095710943126 40.201505081975483 8.4784347083041194 4.7359674059407544 87.097337408478779 161.4393445973401 1950.9283695973136 238.05284723328805 63.039247142241948 65.591877941293205 14.651066488484501 0.055099677672843295
leaf_count=223922 544875 669 5277 536511 6939 315 5081 367 1315 24827 28600 19408 34273 8359 4747 95473 119452 787986 211817 79705 101726 22444 50
internal_value=0 -0.000183832 -0.000508197 -0.000707867 0.00157259 0.00265824 0 0.00108827 5.60932e-05 0.000145879 0.00181066 0 -0.00200434 0 -0.0023172 0.000138326 0.000915739 0 -0.00013531 0.00124578 0 0 0.00406849
internal_weight=0 1106.05 1096.69 1083.88 9.362 8.68753 12.815 6.48044 2911.07 2896.48 82.682 2813.8 51.5046 14.5944 13.2144 2762.29 314.129 2448.16 2188.98 259.183 227.031 58.4669 8.41896
internal_count=2864138 1100084 1092111 1081386 7973 7304 10725 5644 1764054 1749633 75871 1673762 53681 14421 13106 1620081 316651 1303430 999803 303627 221178 51044 6989
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=11100780 1 4201474 4196352 1 264592 8462860 16928 10485760 2695688 8405028 64 64
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=4
num_cat=3
split_feature=2 11 2
split_gain=0.0061516 0.00221345 0.00123099
threshold=0 1 2
decision_type=9 9 9
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00032298271624050514 0.00018274932509249067 0 0
leaf_weight=662.83531161900464 691.37123328811776 8.6238709837780316 2653.6997435338417
leaf_count=704347 772136 7521 1380420
internal_value=0 -0.0002636 5.97382e-05
internal_weight=0 671.459 3345.07
internal_count=2864424 711868 2152556
cat_boundaries=0 1 2 3
cat_threshold=17840899 1 11092020
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=27
num_cat=12
split_feature=2 9 0 12 12 0 0 2 0 0 9 0 0 0 0 0 0 0 2 0 2 9 9 2 2 0
split_gain=0.000778511 0.0480642 0.134467 0.0656302 0.0400779 0.319688 0.0426591 0.130805 0.346244 0.412911 0.254098 0.0988477 0.0919897 0.122658 0.0639079 0.0358117 0.0333678 0.0600852 0.0231024 0.0222699 0.008901 0.214014 0.0099521 0.0380856 0.0293869 6.98673e-05
threshold=0 1 46.500000000000007 2 3 4.5000000000000009 5.5000000000000009 4 12.500000000000002 18.500000000000004 5 37.500000000000007 27.500000000000004 9.5000000000000018 8.5000000000000018 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 6 6.5000000000000009 7 8 9 10 11 10.500000000000002
decision_type=9 1 2 1 1 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 9 1 1 9 9 2
left_child=1 16 3 -3 6 18 20 12 10 -10 -9 -11 13 14 -8 -15 17 -1 -6 -18 22 -22 23 -2 -24 -21
right_child=4 2 -4 -5 5 -7 7 8 9 11 -12 -13 -14 15 -16 -17 19 -19 -20 25 21 -23 24 -25 -26 -27
leaf_value=0 0 -0.0043756148502365304 0 0 0.0021512367626748993 -0.0096678989449941466 0 0.0098276136143243924 -0.009445091065292446 0.0064695094648812811 0 0 -0.0037019378938890585 0.0031362873425288709 -0.0030115225541846539 0 -0.0015135857554254488 0.002856203796327725 0 0.00011836427921604756 0.0020111794059537655 -0.0017247122491901225 0 0.0010959037477638446 -0.0012914910475223019 0
leaf_weight=88.628925327589968 1558.2385181589816 101.6984598521849 0.66647696011932467 0.1972723684302754 9.9207550145583809 7.637093832192476 205.7267971164656 42.813448110464378 9.7433368974889181 7.5609333934844454 11.351523196230117 1.9109290376654824 24.618311244877987 148.53097658225306 40.466414159105625 28.333436678207363 70.368563315576466 83.667821666567761 1.6920024099963491 19.869240720800008 137.36450868135216 461.44630476265502 421.11673707051887 378.20703476070048 136.1857534149749 17.804277000832371
leaf_count=108232 798831 114537 759 244 12195 8855 70682 44275 9930 7146 11866 2131 10299 56800 12711 10359 65125 74775 1876 16055 147776 516964 204862 392325 150180 14636
internal_value=0 -8.82425e-05 -0.00184258 -0.00376051 3.49721e-05 -0.00255297 0.000152097 0.000962857 0.00400534 0 0.00805237 0.00384522 0 0.000615057 0 0.00259959 0 0.0012703 0 -0.000229008 0 -0.000325822 9.14581e-05 0.000247223 0 0
internal_weight=0 382.901 102.562 101.896 3632.86 19.2499 3613.61 521.056 73.3802 19.2152 54.165 9.47186 447.676 423.058 246.193 176.864 280.339 172.297 11.6128 108.042 3092.56 598.811 2493.75 1936.45 557.302 37.6735
internal_count=2864426 394363 115540 114781 2470063 22926 2447137 236199 75348 19207 56141 9277 160851 150552 83393 67159 278823 183007 14071 95816 2210938 664740 1546198 1191156 355042 30691
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=22058017 9 1 1 8661314 5 606276 8661318 10 5 8390720 8396864
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=26
num_cat=7
split_feature=2 0 0 0 11 2 0 0 0 2 0 0 0 0 0 2 0 0 2 2 0 0 0 0 0
split_gain=0.00227247 0.0354047 0.104278 0.00785268 0.0046801 0.128663 0.0337835 0.0109033 0.0121938 0.00481007 0.088104 0.0882027 0.0550291 0.0916159 0.0343951 0.215802 0.0291298 0.0213466 0.0669524 0.0375774 0.381568 0.0385373 0.00302281 0.000569252 6.75673e-05
threshold=0 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1 2 12.500000000000002 2.5000000000000004 11.500000000000002 3 8.5000000000000018 39.500000000000007 4.5000000000000009 3.5000000000000004 27.500000000000004 4 1.5000000000000002 16.500000000000004 5 6 2.5000000000000004 10.500000000000002 93.500000000000014 12.500000000000002 15.500000000000002
decision_type=9 2 2 2 9 9 2 2 2 9 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2
left_child=1 2 -1 -3 9 6 -6 -7 -9 10 12 -12 13 16 17 22 -2 19 -19 21 -21 -11 -16 -5 -25
right_child=4 3 -4 23 5 7 -8 8 -10 14 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 -26
leaf_value=0 0.00017484981765339714 0.00074395764388472815 -0.0041703832479146174 -0.00035508717429619317 0.0072791597401474176 0 0 -0.0023499805793127785 0 0 0.0046153681874059344 0 -0.0024390828041612662 0.0038706579945364315 0.00093371037531843337 -0.0064901012619949898 -0.0013651538147090364 0 0.0032742934013000493 0.00010984174268774942 -0.0048434733895371335 0.0019321405563476484 0 0.00014319751006693605 0
leaf_weight=92.126730669322569 359.14344205498492 111.88018222394749 51.379347282709205 15.147623412631221 8.2025366195011848 10.244699856120862 0.23415247950470153 11.824303323781349 1.6699497113877431 2279.5627847160431 54.917687364832091 3.0613868001819347 59.053839404539758 32.518884243654611 4.672570931201335 19.46962686387997 119.92155470783473 4.4132438984815963 42.137930386990774 500.21519809886013 148.47184611717239 74.875469598599011 0.84490175682003599 2.9507900254320685 7.154587252647616
leaf_count=115263 416884 129221 53040 17180 7300 5691 150 2875 257 1155224 46788 3253 52756 30989 5086 4185 121416 4462 11273 503261 145713 18664 1028 3715 8435
internal_value=0 -0.000236632 -0.00146538 0 3.5547e-05 0.000910854 0.00525624 0 -0.0015833 0 0.000259812 0.00324576 0 0.00019455 -3.08673e-05 -0.00251183 0 0 0.00166052 -2.80694e-05 -0.000734998 5.05529e-05 0 0 0
internal_weight=0 280.639 143.506 137.133 3735.46 32.1756 8.43669 23.739 13.4943 3703.28 628.617 57.9791 570.638 511.584 3074.66 24.9871 479.065 3049.68 46.5512 3003.13 648.687 2354.44 5.51747 25.253 10.1054
internal_count=2864109 326854 168303 158551 2537255 16273 7450 8823 3132 2520982 672086 50041 622045 569289 1848896 10299 538300 1838597 15735 1822862 648974 1173888 6114 29330 12150
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=18358305 1 8653208 6379014 8390680 2184 35008
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=35
num_cat=16
split_feature=2 0 6 0 0 2 2 0 0 11 2 0 2 0 0 2 0 6 0 0 0 0 2 2 0 0 11 0 2 2 2 0 0 2
split_gain=0.00732443 0.139952 0.653333 0.175598 0.0866358 0.222897 0.0625599 0.0606873 0.311792 0.278972 0.166089 0.152197 0.0634702 0.0626334 0.0497767 0.117047 0.0229229 0.320581 0.0212234 0.0211868 0.0110226 0.00847653 0.0611576 0.0158709 0.232107 0.0232797 0.0062403 0.00539765 0.170643 0.0615582 0.00314153 0.0017437 0.0038665 2.29213e-05
threshold=0 24.500000000000004 1 10.500000000000002 12.500000000000002 2 3 16.500000000000004 10.500000000000002 4 5 12.500000000000002 6 93.500000000000014 23.500000000000004 7 8.5000000000000018 8 25.500000000000004 42.500000000000007 34.500000000000007 9.5000000000000018 9 10 7.5000000000000009 3.5000000000000004 11 1.0000000180025095e-35 12 13 14 8.5000000000000018 1.0000000180025095e-35 15
decision_type=9 2 1 2 2 9 9 2 2 9 9 2 9 2 2 9 2 1 2 2 2 2 9 9 2 2 9 2 9 9 9 2 2 9
left_child=1 3 -3 21 5 -5 19 8 16 11 13 -10 -13 26 15 -6 27 -18 -12 20 -4 23 -23 31 25 -25 -9 29 -29 -2 -31 32 -1 -19
right_child=7 2 6 4 14 -7 -8 10 9 -11 18 12 -14 -15 -16 -17 17 33 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 30 -32 -33 -34 -35
leaf_value=0 0.0021471641790908216 -0.012846429509512697 0 0.0080811133623117076 0 0 0 0.0084755760405126942 -0.013207029487564191 0 -0.0023991097926387818 0.0021720878909618551 -0.0028890167175421328 0 0.00381872377053908 -0.0045243145993240563 0.0087329950261960197 0 0 0 0.0055552020965826893 0 -0.0030828413045330531 0.00029101638982521053 0.0075292759744430967 -0.0014440508453657293 0 0 -0.0041883683022539307 0 -0.00084568493997065055 -0.00048643167858319767 0.00016783251419535375 -7.1352961213021657e-05
leaf_weight=923.90014439098013 64.721618193405448 16.672788001334993 9.9961581294919615 38.094464449590305 62.503071041690418 7.6238768063558373 2.6855737672449349 12.393686615454497 14.91190049164288 0.42925969272619013 6.8734475378951192 8.9208856544209976 8.391422470929685 0.38113564348896112 3.5989873457292552 17.562525117740734 14.123162560958008 2.9090389248158317 5.1184973072013236 1.2156506813189469 5.4037071768252636 2.3738092069688719 28.730136413767472 374.52571215898388 14.577141598580054 65.208762374648359 0.03546190084307177 471.02070412324611 64.340337377419928 121.13623415770417 194.9528296094395 35.6814095415466 1409.9710991656684 5.0210551120762839
leaf_count=656950 67862 7384 1535 9418 11913 5521 3338 11690 16229 261 7069 9597 9049 424 1004 13613 13514 3377 6465 1226 531 1270 9235 445224 9586 52881 30 488239 72560 111311 204191 9151 598240 4345
internal_value=0 9.37489e-05 -0.00422541 0.000287182 0.00354643 0.00615761 0.000422141 -0.000211544 -0.000635466 -0.0074977 0.00213371 -0.0100716 0 0.00601452 0 -0.00026628 0 0.00174911 0 0.00334741 0.00465162 1.48375e-07 -0.000825399 0.000122943 0.000639012 0 0.00838478 -0.000271953 -0.000468239 0 -0.000610648 0 2.83187e-05 0
internal_weight=0 3020.33 35.9739 2984.35 129.383 45.7183 19.3011 995.681 970.878 32.6535 24.8022 32.2242 17.3123 12.8103 83.6646 80.0656 938.225 22.0533 11.9919 16.6155 15.3999 2854.97 31.1039 2823.86 454.312 439.734 12.4291 916.172 535.361 380.811 316.089 2369.55 2333.87 7.93009
internal_count=2864233 1838020 14014 1824006 41469 14939 6630 1026213 1000535 35136 25678 34875 18646 12144 26530 25526 965399 21236 13534 3292 2066 1782537 10505 1772032 507691 498105 11720 944163 560799 383364 315502 1264341 1255190 7722
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=5066444 2 66252 1096 1 10486032 8226 589892 2 327688 67660 1 2097458 8433665 2097154 8388640
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=40
num_cat=21
split_feature=2 0 1 0 3 0 1 2 2 1 3 3 2 9 3 9 2 3 2 9 9 3 0 0 9 0 1 3 9 3 9 9 3 1 0 0 3 1 1
split_gain=0.00734104 0.183544 0.378682 0.295144 0.354911 0.103251 1.61337 0.833166 0.675492 0.557122 0.757382 0.545583 0.463204 0.426942 0.375556 0.626494 1.42038 0.762622 0.438409 0.639868 0.305675 0.233149 0.242363 0.118826 0.111229 0.0553395 0.435947 0.161219 0.0839433 0.130522 0.0751015 0.0327816 0.802714 0.72087 0.923581 1.4488 0.46546 0.661359 0.350883
threshold=0 16.500000000000004 1 32.500000000000007 3.5000000000000004 3.5000000000000004 2 3 4 5 1.5000000000000002 11.500000000000002 6 7 1.5000000000000002 8 9 4.5000000000000009 10 11 12 3.5000000000000004 4.5000000000000009 10.500000000000002 13 18.500000000000004 14 7.5000000000000009 15 2.5000000000000004 16 17 6.5000000000000009 18 1.5000000000000002 4.5000000000000009 6.5000000000000009 19 20
decision_type=9 2 1 2 2 2 1 9 9 1 2 2 9 1 2 1 9 2 9 1 1 2 2 2 1 2 1 2 1 2 1 1 2 1 2 2 2 1 1
left_child=1 5 -3 4 -4 9 7 -7 -8 10 12 13 20 -12 18 17 -17 -16 19 -11 -1 23 -23 -10 -20 31 28 30 -27 -30 -28 36 33 -33 -35 -36 38 -38 -2
right_child=25 2 3 -5 -6 6 8 -9 21 14 11 -13 -14 -15 15 16 -18 -19 24 -21 -22 22 -24 -25 -26 26 27 -29 29 -31 -32 32 -34 34 35 -37 37 -39 -40
leaf_value=0.0073850981199438479 0.0019763995164247656 0 0.017749251087748229 0 0 0 -0.0028202816158685636 -0.018814183409617793 0.0033969528355996571 -0.0033084527453095974 0 0 -0.0048887292628747823 0.011312701035521214 0.0077592602828630459 0 -0.014485518638429 -0.0065348350632414417 0 0.0068373945039242462 0 0 0.017562600903846953 -2.5008504444887607e-05 -0.0033413337032519533 0 0 0 0.0060385333359702356 0 -0.011577803558321997 0.0015626912021547965 0.011672691915731653 -0.0089383667704019034 0.0071943290510944492 -0.0091220425084490957 0 -0.01271741967941073 -0.00040109496395943507
leaf_weight=48.451561745969229 1022.7036170119027 5.54828164956416 12.453020220855255 4.7735212494735597 0.99965005229751192 37.484452013442933 39.203850903184502 31.415583603113191 75.329357850350789 18.941835449557402 19.501260834076675 2.868681108870077 87.186358372226096 136.93952655772591 64.635761333567643 114.1998171275327 79.25511481709691 18.137941816792591 38.250688506341248 166.80334435897385 12.518143992871044 4.3802577036549364 12.499843156227142 12.993442463484824 131.68134216087856 2.1154536717076553 3.2678011444295407 0.27356286341091518 33.044252598148887 1.272858184587675 20.884680267488882 221.39206655533781 13.852384548888947 199.05869892942792 105.58896371074661 59.772348335885908 17.98907032119314 25.258149117726134 1111.7663055467929
leaf_count=44105 604335 4889 12214 5342 964 43196 47571 32578 73143 19900 19511 3092 94124 150794 77553 153339 86255 21279 36199 173168 13243 4318 10435 12260 140918 844 2316 137 6888 756 12317 127517 11660 141234 45727 26279 12194 24297 567234
internal_value=0 0.000240438 0.00595405 0.00988821 0.015037 0 -0.00186407 -0.0118884 0.00293431 0.000439302 0.0038653 0.00826091 0 0.00992752 -0.0009186 -0.00370691 -0.00666035 0.000975209 0.000565106 0.00407092 0.00397119 0.00733101 0.0150972 0.000479398 -0.00191034 -3.27493e-05 -0.00247484 -0.00871938 0.000482707 0.00340162 -0.0116979 0 -0.000579203 -0.00192002 -0.00467545 0 0.000225951 -0.00733493 0.000618331
internal_weight=0 1176.45 23.7745 18.2262 13.4527 1152.68 213.307 68.9 144.407 939.371 307.466 159.309 148.156 156.441 631.906 276.229 193.455 82.7737 355.677 185.745 60.9697 105.203 16.8801 88.3228 169.932 2838.24 60.8586 24.426 36.4326 34.3171 24.1525 2777.38 599.664 585.812 364.42 165.361 2177.72 43.2472 2134.47
internal_count=2864125 1280390 23409 18520 13178 1256981 223501 75774 147727 1033480 324869 173397 151472 170305 708611 338426 239594 98832 370185 193068 57348 100156 14753 85403 177117 1583735 23258 14770 8488 7644 14633 1560477 352417 340757 213240 72006 1208060 36491 1171569
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=11354940 778 674 2179620 2113552 674 852244 4 6 278584 10502920 4 5 2 42 4 4 5 900 69 218
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=40
num_cat=17
split_feature=2 0 0 3 0 1 3 9 0 1 0 3 9 3 1 3 0 9 0 0 3 1 3 2 0 11 3 9 3 1 2 3 2 9 0 1 0 0 9
split_gain=0.00565579 0.112054 0.317882 0.283848 0.218174 0.631786 0.498472 0.293036 0.402649 0.280842 0.343838 0.293362 0.205718 0.201097 0.175025 0.164822 0.171461 0.115175 0.58953 0.210171 0.0856508 0.129705 0.164439 0.25771 0.118396 0.06671 0.222369 0.120324 0.0953548 0.0571494 0.261717 0.246223 0.203221 0.372638 0.415196 0.345248 0.147659 0.0981322 0.312022
threshold=0 15.500000000000002 10.500000000000002 3.5000000000000004 3.5000000000000004 1 5.5000000000000009 2 8.5000000000000018 3 1.0000000180025095e-35 7.5000000000000009 4 1.0000000180025095e-35 5 4.5000000000000009 48.500000000000007 6 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 7 11.500000000000002 8 7.5000000000000009 9 1.0000000180025095e-35 10 6.5000000000000009 11 12 4.5000000000000009 13 14 2.5000000000000004 15 1.0000000180025095e-35 12.500000000000002 16
decision_type=9 2 2 2 2 1 2 1 2 1 2 2 1 2 1 2 2 1 2 2 2 1 2 9 2 9 2 1 2 1 9 2 9 1 2 1 2 2 1
left_child=1 2 4 13 9 7 -7 -6 -9 17 -11 -12 -3 -4 -14 16 -16 19 -19 -1 25 -22 23 24 -23 29 -27 28 -28 30 -2 -32 33 34 -31 -35 -33 -34 -39
right_child=20 12 3 -5 5 6 -8 8 -10 10 11 -13 14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 32 31 36 37 35 -36 -37 -38 38 -40
leaf_value=0 0 0 0 0 0 0.01082938485987138 0 -0.012639240127170737 0 0 -0.008017162495089462 0 0 -0.014362528747779693 0.014094113772982761 0 0 0.0017641715994863906 -0.010644550978366106 0.0052393938802969631 0 0.016071386016807222 0 0 0 0 0.01209615337339949 0 0 0.011999038984528403 -0.0053927116658771222 -0.0013180571972905538 0 0.0040343965563659932 0 -0.0034165095339043156 0.0054502945132981016 0 -0.0074132513260714954
leaf_weight=89.25956052163383 1091.2492139960887 2.2808821993603487 5.580307975120383 2.7412230946065383 6.1400098638623604 78.977945105714753 4.3887572396124588 21.482773200572417 3.2817480201920253 163.13800157076912 126.40761148535967 4.1473574946139697 2.3555275582184549 12.008500465817631 16.408612336112142 0.66104651152272609 1.5416532980307227 54.488412527301989 20.343796122659114 89.656501649718848 4.4155339853896294 7.8952200527419318 8.545928067294879 1.6190486182458759 0.35251999035244796 9.5843198234506435 10.950723534333516 2.9920161822228684 0.38779348693788129 44.087856380869198 169.70830045490948 9.5173563607240812 1709.6876641970885 73.393007298458542 12.376302674529141 97.660958659142125 17.396148698732759 6.0228477493219543 35.075746694230475
leaf_count=87292 697472 2112 4171 1821 5991 62495 3645 22271 2743 176321 124823 4053 3482 12933 12101 504 1696 58711 20508 88884 4330 6978 6872 1549 209 2432 4961 1804 312 43137 205003 14439 942799 73294 14398 109888 20016 3005 14693
internal_value=0 -0.000273864 -0.000946089 -0.00870762 0 0.00309051 0.00762032 -0.00273921 -0.00740336 -0.00117981 -0.0032712 -0.00665904 0.00318412 -0.0118252 0.00652669 0.00910304 0.01251 0.000375511 -0.000756191 0.00227092 1.40313e-05 0.0040281 0.00607283 0.0103172 0.0118898 0 0.00341815 0.00802318 0.00888942 -0.000106196 -0.000662364 -0.00367985 0.000113706 0.00275755 0.00778052 0 0 -0.000116262 -0.00376094
internal_weight=0 705.29 682.043 20.33 661.712 114.271 83.3667 30.9045 24.7645 547.441 293.693 130.555 23.2477 17.5888 20.9668 18.6113 17.9503 253.748 74.8322 178.916 3312.92 22.8283 18.4127 9.86679 8.24774 3290.09 23.9149 14.3305 11.3385 3266.18 1287.87 196.622 1978.3 227.518 56.4642 171.054 26.9135 1750.79 41.0986
internal_count=2864148 696557 676662 18925 657737 97145 66140 31005 25014 560592 305197 128876 19895 17104 17783 14301 13797 255395 79219 176176 2167591 19938 15608 8736 7187 2147653 9509 7077 5273 2138144 936930 239458 1201214 240717 57535 183182 34455 960497 17698
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=24122891 388 10 436 4 320 1 578 35300 1 1 184 67940 614544 10 322 12
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=35
num_cat=19
split_feature=2 1 3 3 3 1 3 1 11 1 2 3 3 1 3 1 2 3 1 2 2 2 3 3 3 2 2 2 3 3 3 3 2 2
split_gain=0.00292597 0.13654 0.475998 0.348369 0.198662 0.146046 0.0823436 0.058918 0.0343099 0.112377 0.0617791 0.145687 0.073098 0.0192561 0.119417 0.487659 0.544301 0.367526 0.2117 0.405746 0.250495 0.182126 0.207541 0.0915706 0.0817399 0.491149 0.345583 0.0817372 0.0804186 0.456125 0.33791 0.00889785 0.00710552 0.00143584
threshold=0 1 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 2 10.500000000000002 3 4 5 6 1.0000000180025095e-35 6.5000000000000009 7 1.5000000000000002 8 9 9.5000000000000018 10 11 12 13 8.5000000000000018 9.5000000000000018 1.5000000000000002 14 15 16 4.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 17 18
decision_type=9 1 2 2 2 1 2 1 9 1 9 2 2 1 2 1 9 2 1 9 9 9 2 2 2 9 9 9 2 2 2 2 9 9
left_child=1 2 5 -4 -3 -1 -6 -5 13 33 11 -11 -13 24 18 16 31 -18 19 -15 27 23 -23 -17 26 -26 -2 -20 29 -27 -30 -16 -28 -10
right_child=8 4 3 7 6 -7 -8 -9 9 10 -12 12 -14 14 15 21 17 -19 20 -21 -22 22 -24 -25 25 28 32 -29 30 -31 -32 -33 -34 -35
leaf_value=0 -0.0065150015458316467 0 0.0085772358488916903 0.0011962823918214003 -0.0045326055305971074 -0.0031963945946715689 0 -0.0028428908375632339 0 0 0 0.011721093742130808 0 0.0077639405880095408 -0.0009678128385410328 -0.0046741409044618893 -0.011288116916464757 0 0.0025227445774166652 0 -0.0043046732370613013 0.0028152446410049069 -0.0023191472207329225 0 0.006233177340630891 0 0.00044958626573607223 -6.8220946958465195e-05 0.0084268087939060148 -0.00948728129668042 -0.00099745987062528738 0.00035924015287798369 0 -0.00054043595420906932
leaf_weight=99.32282553047844 39.137392975884723 122.22268626816367 78.559676627606677 23.228711052106519 171.00876891967346 139.55328883389302 2.0822103795071589 21.704009842011146 1.1943215439096091 5.4386422525858489 1.7400303155300232 7.5335767848009709 0.3053987075400072 62.057650064089103 47.714171488980355 50.75435441773152 98.454261554288678 2.3851942270703139 87.739244135009358 239.26793767223353 101.0358274524333 343.53631549583224 11.942458890058331 1.8718626007612318 109.58566805993905 139.01572502878116 795.60269182614138 907.20385401285603 16.999987012526617 29.591799600646482 29.498658957018051 95.4254394573436 125.65691750650149 9.1606604066619166
leaf_count=92755 41679 111107 71247 25015 188906 139354 2368 16889 1111 1275 1588 3128 223 65334 50268 81398 106272 2618 100166 220336 95066 293453 10655 2086 107270 133282 253856 328274 18343 31894 27040 94141 142520 3339
internal_value=0 -0.000202027 0.000532447 0.00541632 -0.00195396 -0.00117944 -0.00403477 0 1.51837e-05 0.00249206 0.00516488 0.00672772 0.0108147 0 -0.000213338 -0.00136244 -0.00464412 -0.00914998 0.000128602 0.00244058 -0.000307646 0.000199803 0.00165451 -0.00285872 0.000271209 0.00160668 0 0 -0.000245069 -0.00201015 0.000479909 0 0.000317376 0
internal_weight=0 657.682 362.369 123.492 295.314 238.876 173.091 44.9327 3359.85 25.3726 15.0176 13.2776 7.83898 3334.48 2049.39 652.084 243.979 100.839 1397.3 301.326 1095.98 408.105 355.479 52.6262 1285.09 324.692 960.397 994.943 215.106 168.608 46.4986 143.14 921.26 10.355
internal_count=2864256 647641 345260 113151 302381 232109 191274 41904 2216615 10664 6214 4626 3351 2205951 1450067 640891 253299 108890 809176 285670 523506 387592 304108 83484 755884 317829 438055 428440 210559 165176 45383 144409 396376 4450
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=24654979 203 10 192 1 70 8650840 564 192 65636 192 8651536 281192 8471072 8653336 262664 16936 8454228 2304
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=40
num_cat=14
split_feature=2 1 0 2 2 0 2 2 0 0 0 1 1 0 2 1 1 2 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
split_gain=0.0101784 0.133748 1.18008 0.536442 0.444614 0.356223 0.880051 0.683614 0.380559 0.203282 0.220128 0.136595 0.135512 0.131641 0.127097 0.0781283 0.0471815 0.263164 0.290273 0.514466 0.147542 0.134955 0.126942 0.234779 0.126165 0.176413 0.254621 0.0917429 0.152362 0.113162 0.0849031 0.073681 0.102326 0.0716379 0.310428 0.0873844 0.0655821 0.0531874 0.0470863
threshold=0 1 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 5 3.5000000000000004 2.5000000000000004 18.500000000000004 6 7 37.500000000000007 8 9 10 11 2.5000000000000004 7.5000000000000009 12 1.0000000180025095e-35 1.0000000180025095e-35 13 24.500000000000004 10.500000000000002 5.5000000000000009 5.5000000000000009 10.500000000000002 34.500000000000007 107.50000000000001 4.5000000000000009 1.5000000000000002 7.5000000000000009 25.500000000000004 108.50000000000001 4.5000000000000009 1.0000000180025095e-35 8.5000000000000018
decision_type=9 1 2 9 9 2 9 9 2 2 2 1 1 2 9 1 1 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 9 -3 -8 12 15 -9 -7 -5 -13 -11 20 21 37 36 33 -18 23 -22 25 26 -24 31 -29 -30 -26 32 -23 -2 38 -36 -20 -19 -35
right_child=16 5 3 13 -6 6 8 11 -10 10 -12 14 -14 -15 -16 -17 17 18 19 -21 22 27 24 -25 30 -27 -28 28 29 -31 -32 -33 -34 34 35 -37 -38 -39 -40
leaf_value=0.00040029879950605998 0.0022880131021474465 0.0079290847696077017 0 0.0109381877027773 -0.0076527989258792922 0 -0.013598755245497654 0 0 0 0.0010191456056137613 0 0.0047080263147800047 0 -0.0055759331020472508 -0.0062473773381362093 0.001541696388479446 -4.56814436622247e-05 0.0067614947806870929 -0.0069337542759913733 0 -0.0019989673757596126 0.0012438161346651465 -0.006725009372803451 -0.0062467250111327647 0.0052819848637876586 -0.0033263843828269684 0.0029529787443129739 -0.0035174939975604392 0 0 -0.0047284806601477795 9.0512993440204222e-05 -0.00774714095551039 0.0079744450750776456 0 0 -0.0074139347031202162 0
leaf_weight=28.716584167181281 397.93909991299734 83.195942952523183 50.394830543285934 126.74745062478905 73.682409839988395 23.406380797212478 56.766013712287531 44.362596384089557 33.296305521347676 41.036042215237103 4.6432497885834882 25.00187757666572 97.472999986144714 0.58151492479373601 55.293549812675337 44.228118280108902 417.20283215693416 116.03559040313121 44.913036965088395 19.412945113341266 411.48765820807967 242.45729592227144 563.15725708779064 39.312723370043386 9.3854002109146641 56.454527971727657 117.18286730344698 136.99359816909418 69.527465289182146 8.8054274992318806 0.18953216282534491 52.286307046335423 363.65406379310298 6.8426851369731585 5.1893376041698493 0.59661182193667617 24.793746097690018 89.863346133785853 33.562960871575342
leaf_count=27834 431905 79732 54390 129882 71418 22546 60437 44886 34375 37409 5061 26178 92204 593 58287 46670 281000 154020 59550 24315 271440 130486 220856 48034 4917 13908 32273 38769 16137 2580 184 17654 147268 6207 6293 637 30256 104476 29061
internal_value=0 0.000325409 0.00209686 0.00728724 -0.00409732 -0.000185064 -0.00274787 0.00213402 -0.00932046 1.24041e-05 -0.00168593 -0.00102786 0.00334881 0.00989863 -0.00359091 -0.00466287 -6.55039e-05 -0.000511703 -0.00302223 0 0.000189129 0 -0.000187548 -0.00160541 0.000308943 0.000919207 0 -0.000563168 0.000363364 -0.000959871 -0.00416904 -0.00130461 -0.000328563 0.00175575 0 0.00617357 0.0052699 -0.00506713 -0.00497184
internal_weight=0 788.826 280.123 177.724 102.399 508.703 300.849 207.854 90.0623 210.787 89.9074 124.658 120.879 127.329 80.2954 85.2642 3227.25 1585.95 295.019 89.1197 1641.3 1290.93 1197.17 450.8 746.37 736.795 680.34 873.724 215.326 78.3329 9.57493 658.398 606.111 444.131 46.1916 5.78595 69.7068 205.899 40.4056
internal_count=2864128 791902 284117 184865 99252 507785 298702 209083 94812 203890 89140 129351 114750 130475 84465 84079 2072226 1006511 372617 114121 1065715 633894 591612 319474 272138 267037 253129 352894 57486 18717 5101 295408 277754 474103 42198 6930 89806 258496 35268
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=10846612 652 65680 144 328080 10518660 274 18 256 65 115 17309248 26667 17305664
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.0030189 0.000591013
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00014066610409641994 0 -0.00014035964806325947
leaf_weight=1028.0522133215445 2267.5627893004566 721.16616553569474
leaf_count=1148080 995924 720194
internal_value=0 -5.46796e-05
internal_weight=0 2988.73
internal_count=2864198 1716118
cat_boundaries=0 1 2
cat_threshold=9009972 2097216
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=40
num_cat=10
split_feature=2 0 6 0 1 1 0 3 3 0 3 3 0 0 0 0 0 1 2 3 3 0 3 3 3 2 3 0 0 1 3 0 2 2 0 3 3 3 3
split_gain=0.00392704 0.11903 0.252958 0.0897237 0.14072 0.119857 0.604524 0.441107 0.43446 0.425318 0.382022 0.37047 0.17557 0.133982 0.274271 0.121739 0.084067 0.111737 0.251662 0.153523 0.0869561 0.0818276 0.0766548 0.0638941 0.0484131 0.0466901 0.0385763 0.2259 0.124157 0.0339456 0.243435 0.914155 0.652271 0.189074 0.652072 0.201724 0.492631 0.348002 0.200059
threshold=0 27.500000000000004 1 23.500000000000004 2 3 6.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 11.500000000000002 4 5 1.0000000180025095e-35 8.5000000000000018 108.50000000000001 13.500000000000002 1.5000000000000002 2.5000000000000004 6 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 7 3.5000000000000004 1.5000000000000002 8 9 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 13.500000000000002
decision_type=9 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 1 2 2 9 9 2 2 2 2 2
left_child=3 16 -3 5 21 9 8 -8 13 24 26 15 22 -7 -15 -10 29 25 19 -19 -21 23 -12 -5 -1 -18 27 -11 -28 30 -2 -32 -33 35 -35 37 -37 -31 -36
right_child=1 2 -4 4 -6 6 7 -9 11 10 12 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 33 31 32 -34 34 38 36 -38 -39 -40
leaf_value=-0.0028929878208634589 -0.00018427984331991629 -0.009717008646880923 0 0.010281998693067895 0 0.0032070478173432618 -0.011193044574151954 0 -0.008015513289840473 0.0062358284015763786 0.0084776087423122128 0 0 -0.0016323595002739767 0.0045673363531495521 0 0 0 0 0.011203745914494441 0 0 0 0 0 -0.0029577588252067827 -0.0048523529855700534 0 0 5.2004914619073915e-06 -0.00030679152250169713 0 0.016892138600480628 0.0010248201976117432 -0.0066641756705162125 0.008707185456897094 0 -0.0055637157469452473 0
leaf_weight=94.571311057174171 1177.9075244804517 9.6522214892756892 12.477792166748259 10.777677065241727 5.406854481407211 227.64977422958509 57.700988540495018 18.461924540002656 93.840009971752806 33.042950775299687 119.25722298778055 10.201800402086517 3.0140945281309532 229.05596544163564 68.387881333590485 2.2898172741479348 3.0954750616219826 51.30713213031413 7.4834411425399585 29.069153734890282 0.37738967462791961 0.45199156811577346 0.44214201904833217 2.2171838050999222 39.410529468297682 13.370281557690761 30.941040731653629 65.280861377817928 20.283416469334043 864.39662053158827 83.245865971584863 26.808946098055458 23.274202942797274 153.08375399555371 209.87334298025962 60.009394993154274 72.077443069007131 86.281184323681373 1.4626754178316321
leaf_count=101438 624593 4243 3005 9074 7125 229813 52575 13362 104671 30483 130722 10907 2823 239397 65052 2271 3158 5097 7979 10135 125 541 525 2238 54344 5315 35583 62176 23388 319469 78857 12036 22040 180054 226670 50039 54409 76975 1493
internal_value=0 -9.05902e-05 -0.00482653 0.000114089 0.00432214 0 -0.000837313 -0.00787064 0 0.00122938 0.00380868 -0.00471782 0.00732988 0.00153631 0 -0.0073096 0 0.00243527 0.00386561 0.00616863 0.0104928 0.00658821 0.00815702 0.00924158 -0.00184542 0 0 0.00122465 -0.00154269 -0.000122446 7.67242e-05 0.00383438 0.0120001 -0.000501016 -0.00236738 0 0.00342174 -0.000349049 -0.00598769
internal_weight=0 2885.25 22.13 1132.69 18.8537 1113.83 707.588 76.1629 631.425 406.244 272.262 106.332 122.713 525.094 297.444 96.1298 2863.12 104.703 88.2371 80.7537 29.4465 13.4469 119.699 12.9949 133.982 16.4658 149.548 98.3238 51.2245 2758.42 1311.24 133.329 50.0831 1447.18 364.42 1082.76 132.087 950.678 211.336
internal_count=2864200 1685692 7248 1178508 18978 1159530 718048 65937 652111 441482 285700 117849 134070 534262 304449 106942 1678444 31809 23336 15357 10260 11853 131247 11312 155782 8473 151630 92659 58971 1646635 737526 112933 34076 909109 408217 500892 104448 396444 228163
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=11099286 2 59 196 834 270656 262688 779 41025 64
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=40
num_cat=16
split_feature=2 0 1 0 0 1 0 0 0 0 0 1 1 0 0 1 0 9 0 9 2 2 9 2 0 0 0 0 0 0 0 2 0 0 2 0 0 12 12
split_gain=0.00688896 0.0741564 0.923012 0.206503 0.124022 0.105481 0.436538 0.267236 0.204816 0.160498 0.0946534 0.584739 0.516694 0.0932668 0.045292 0.036275 0.354327 0.833627 0.537049 0.40334 0.244104 0.170657 0.150147 0.326116 0.478523 0.405743 0.417135 0.220241 0.581312 0.234214 0.142359 0.111743 0.219636 0.0680971 0.0595924 0.0526048 0.0525319 0.0358845 0.0278942
threshold=0 16.500000000000004 1 108.50000000000001 19.500000000000004 2 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3 4 4.5000000000000009 1.5000000000000002 5 2.5000000000000004 6 14.500000000000002 7 8 9 10 11 1.5000000000000002 11.500000000000002 27.500000000000004 1.5000000000000002 5.5000000000000009 15.500000000000002 19.500000000000004 12 23.500000000000004 1.0000000180025095e-35 13 4.5000000000000009 11.500000000000002 14 15
decision_type=9 2 1 2 2 1 2 2 2 2 2 1 1 2 2 1 2 1 2 1 9 9 1 9 2 2 2 2 2 2 2 9 2 2 9 2 2 1 1
left_child=1 5 3 -3 -4 8 7 -7 10 -9 12 14 -1 -11 -12 22 19 30 34 21 -21 -17 23 27 37 -26 -27 33 38 -30 -18 -24 -33 -2 35 -19 -36 -25 -29
right_child=15 2 4 -5 -6 6 -8 9 -10 13 11 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 31 24 25 26 -28 28 29 -31 -32 32 -34 -35 36 -37 -38 -39 -40
leaf_value=0.005659318383451746 0.0020607869829593344 0.016944966660191001 0 0 -0.007601913869599828 -0.0020607268877643721 -0.0074255357350764516 0.0037486264881868413 0.00614974268018092 -0.0024553499165632046 0 -0.0054216689180983449 -0.002035327898604273 0.002016289886745762 0.0032243674567487301 0.0049469007809077687 0.0093324948295707266 0.0025030247414624682 -0.011067282271221231 -0.00088408093792455116 -0.006005467390915363 0 0 0.0018180248227720954 -0.0036174192351909103 0.007043413399159976 -0.0023111134629196519 0.011728904113366955 -0.005579644366181336 0.0039899873479437497 0 -0.0083879611212896599 0 -0.0014846695651758064 -0.0036222248502945035 0 0 0 0
leaf_weight=129.36664038755953 92.428964837286912 16.159370167457386 3.0961227835359777 0.58915047856862557 8.9344123319606279 256.82244629687557 57.334803459016257 187.7108441636592 40.60753243311774 76.506067816044379 60.043711405181057 137.53445815450686 77.372464339940052 41.473464640264865 97.815940528909778 67.439298844339646 98.886712459876435 130.74280904154875 14.894410986686124 550.0741667805778 188.64790346801237 5.2350129232290774 125.40086078837703 675.32958718085138 460.8878878739124 58.165837760381692 15.69772751664277 59.450522803745116 26.06266006633814 7.4857516252814085 2.6649765908805412 35.467647052057146 1.5247412398966833 43.056591284825117 21.860526369811854 138.51814359232594 1.025954229517082 3.0012190870329496 0.11297763872425903
leaf_count=141246 89003 15635 2803 586 7593 296466 48955 175191 41010 72095 65597 154045 101666 36704 110714 44658 44494 56388 10090 304034 200770 6689 53744 378576 130952 8856 2175 60838 21829 5968 2347 37965 1537 49714 25418 53065 1039 3590 119
internal_value=0 0.000221954 0.00369548 0.0127444 -0.00395943 0 -0.000819662 0 0.00102437 0.00208144 0 -0.000789456 0.00177245 0 0.00205018 -5.3599e-05 -0.00052342 0.00143075 -0.000599415 -0.00188618 -0.00281848 0.00273167 0.000125294 0.000634465 0 -0.00223173 0.00207364 0.00379172 0.00710419 0 0.00802209 -0.00214474 -0.00521862 0 0 0.00122683 -0.00144027 0.00166871 0.0115879
internal_weight=0 1191.37 28.7791 16.7485 12.0305 1162.59 619.848 562.513 542.741 305.69 502.133 295.394 206.739 117.98 157.86 2824.06 1219.99 408.594 307.042 811.396 738.722 72.6743 1604.07 1441.68 1213.08 534.751 73.8636 228.597 93.1119 33.5484 101.552 162.393 36.9924 135.486 292.147 269.261 22.8865 678.331 59.5635
internal_count=2864164 1270306 26617 16221 10396 1243689 629411 580456 614278 283990 573268 330356 242912 108799 176311 1593858 748992 192841 146000 556151 504804 51347 844866 751620 524149 141983 11031 227471 88754 27797 46841 93246 39502 138717 135910 109453 26457 382166 60957
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=9258812 113 908 776 644 155 10 4 20975680 2105538 3 6299779 37057 2114 1 1
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=18
num_cat=6
split_feature=2 3 3 3 3 2 3 3 2 2 3 3 2 3 2 3 3
split_gain=0.0106134 0.0465869 0.176219 0.0131409 0.0116691 0.196617 0.166145 0.0555973 0.157068 0.0790357 0.239698 0.0190572 0.121779 0.0108056 0.00662432 0.00282485 0.00927077
threshold=0 4.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 1 5.5000000000000009 2.5000000000000004 2 3 1.0000000180025095e-35 5.5000000000000009 4 12.500000000000002 5 1.0000000180025095e-35 1.5000000000000002
decision_type=9 2 2 2 2 9 2 2 9 9 2 2 9 2 9 2 2
left_child=1 2 -1 -3 7 11 -7 9 -9 15 -11 12 -6 -5 -13 -2 -17
right_child=4 3 -4 13 5 6 -8 8 -10 10 -12 14 -14 -15 -16 16 -18
leaf_value=0.00086268929480753378 -2.9441909247580105e-05 0.0028461211793772757 -0.0030480072196184013 -0.00072235523134218601 0.0046221545761611794 -0.0086300380165862268 0 0.0031977451668181224 0 0 -0.0040980270423836137 0 0 0.001555759810183824 -0.00096823787589627786 0.00060161952717827463 0
leaf_weight=484.33809141825259 1717.9668751831814 53.581379286752963 118.47686226405494 26.379362606247017 25.921039271110203 23.606735250199563 42.045460481953342 156.58906988476519 267.0215247454471 240.97028063909966 167.95419824809505 62.460872993979137 29.650100920487603 2.4897631657368029 30.660619938083983 299.99659448801685 267.16385825416728
leaf_count=508529 682030 63355 149140 28278 25419 24300 42872 165637 219356 221659 177810 46039 22611 2384 30272 205947 248637
internal_value=0 0.000329339 0 0.00220277 -9.02561e-05 -0.000768324 -0.00446935 0 0.000984388 -0.000206728 -0.00142122 0 0.00149233 0 0 0 0.000211583
internal_weight=0 685.265 602.815 82.4505 3332.01 214.345 65.6522 3117.66 423.611 2694.05 408.924 148.693 55.5711 28.8691 93.1215 2285.13 567.16
internal_count=2864275 751686 657669 94017 2112589 191513 67172 1921076 384993 1536083 399469 124341 48030 30662 76311 1136614 454584
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=9257748 1057891 2140296 4200552 1058 9280
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=40
num_cat=15
split_feature=2 0 1 0 3 3 0 1 6 3 0 0 3 3 3 0 9 3 3 0 1 9 6 3 3 9 0 0 0 1 3 0 1 2 0 6 6 1 0
split_gain=0.00520224 0.125386 0.671977 0.228917 1.0766 0.141055 0.190994 0.139084 0.85935 0.921816 1.06679 0.337285 0.60865 0.174447 0.294002 0.140791 0.118945 0.352366 0.241449 0.0945231 0.511791 0.662815 0.516503 2.01936 0.45982 0.563448 0.411193 0.209505 0.129689 1.0823 0.810582 0.122504 0.0914611 0.73836 0.351612 1.13952 0.330368 1.51789 1.333
threshold=0 13.500000000000002 1 10.500000000000002 5.5000000000000009 1.5000000000000002 37.500000000000007 2 3 1.5000000000000002 3.5000000000000004 2.5000000000000004 4.5000000000000009 12.500000000000002 3.5000000000000004 9.5000000000000018 4 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 5 6 7 1.0000000180025095e-35 1.0000000180025095e-35 8 15.500000000000002 48.500000000000007 10.500000000000002 9 5.5000000000000009 107.50000000000001 10 11 2.5000000000000004 12 13 14 7.5000000000000009
decision_type=9 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 1 1 1 2 2 1 2 2 2 1 2 2 1 9 2 1 1 1 2
left_child=1 3 -3 7 -5 6 -4 8 9 10 -1 16 15 14 -10 -13 17 -9 -18 28 22 -22 23 -21 25 26 -24 -25 32 -30 -31 -23 33 -2 35 -35 -34 38 -38
right_child=19 2 5 4 -6 -7 -8 11 13 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 21 31 24 27 -26 -27 -28 -29 29 30 -32 -33 36 34 -36 -37 37 -39 -40
leaf_value=0.00052060462708214612 0.00021379533648094963 -0.0025015162906248749 0.016180892263433205 -0.015551926645644391 0.0047172222313469113 0 0 0 0 0 0.022602187413246707 -0.0091376633064220534 0.002592150329454852 0 -0.0098772797031016438 0 0.0017113788510359563 0.0086948685727699492 -0.0029597820119588083 -0.017816282556410875 0 -0.016703728423085269 0 0.012793219814433788 0 0 0.021137445729025373 0 -0.0046574599739161015 0.017355791746749193 0 0 -0.00066030304359195676 0 0 -0.018111453437657434 0.0093179673976356778 -0.0013908628155100446 -0.0070148396095989461
leaf_weight=92.33403751557853 581.75657319432139 9.2246279477985791 17.315258544789693 20.884565787833711 1.5055015705438552 7.0228119507373767 1.5027614146674739 53.580787241044163 105.1028177333792 141.46062263793283 25.448583272343967 97.532908496397795 10.908358304150168 0.63582726582535443 33.238992891943781 5.4133473491019677 181.30014972030767 34.384939178111381 174.97379323666701 21.610946155764395 8.0366493883557251 30.955153498412987 1.8064114003209457 9.8286410656000918 7.6493037002001065 3.3567488281987634 18.86240688196267 0.85280201993009619 21.61195485835924 37.71625377577584 2.4221739848435382 0.68090290638792694 1339.173457238132 60.668957255482383 52.930951297123102 42.037601089454256 299.22836364020623 447.95089991245186 14.987978213430322
leaf_count=92580 502008 10768 15752 22278 858 6057 1767 51453 114334 141460 29121 98100 10517 563 40088 4078 178701 43491 210539 2995 5507 17964 241 3901 3641 656 1062 949 6129 13991 761 664 631915 71643 56506 52793 192033 220092 6228
internal_value=0 0.000152826 0.00443312 0 -0.00654198 0.0108076 0.0146505 0.000218322 0.00174473 0.00541252 0.0109414 -0.00041673 -0.00488231 -0.00296463 -0.00438005 -0.00833708 0.000322831 0.00311148 0 -9.48922e-05 -0.00269792 -0.00873468 0.00034017 -0.00313524 0.00860429 0.0130241 0.0156181 0.0104277 0 0.00372268 0.0115864 -0.013768 -9.40733e-05 -0.00107961 -0.00650291 -0.00960182 0.000125815 0.00186007 0.00692276
internal_weight=0 1013.77 35.0655 978.705 22.3901 25.8408 18.818 956.315 398.221 259.243 117.783 558.094 113.855 138.978 138.342 102.946 444.24 87.9657 356.274 3004.13 103.64 39.6727 63.9673 32.2924 31.6749 24.0256 20.6688 10.6814 2900.49 61.7504 40.1384 31.6361 2838.73 737.394 155.638 102.707 2101.34 762.167 314.216
internal_count=2864184 1072505 34344 1038161 23136 23576 17519 1015025 418146 263161 121701 596879 112695 154985 154422 102178 484184 94944 389240 1791679 37580 24135 13445 7845 5600 1959 1303 4850 1754099 20881 14752 18628 1733218 682950 180942 124436 1050268 418353 198261
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=15556886 912 976 2 2 25 12 2 1 780 736 1120 2 2 280
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=38
num_cat=21
split_feature=2 3 3 9 3 3 3 3 9 9 3 3 3 3 2 3 2 3 9 2 2 3 9 3 2 9 9 9 3 2 2 2 2 9 2 2 3
split_gain=0.0113712 0.0568904 0.313875 0.171335 0.278729 0.187727 0.434056 0.531474 0.0662213 0.0598305 0.0502561 0.0479833 0.0376213 0.225881 0.299992 0.182456 0.145541 0.0934778 0.452206 0.347102 0.281782 0.055461 0.125865 0.108628 0.147295 0.139047 0.13824 0.113664 0.0269183 0.0247468 0.023889 0.0128873 0.0125421 0.0106624 0.0341133 0.00465984 0.0163452
threshold=0 1.5000000000000002 1.0000000180025095e-35 1 2.5000000000000004 4.5000000000000009 7.5000000000000009 12.500000000000002 2 3 5.5000000000000009 3.5000000000000004 4.5000000000000009 7.5000000000000009 4 11.500000000000002 5 3.5000000000000004 6 7 8 1.5000000000000002 9 1.0000000180025095e-35 10 11 12 13 7.5000000000000009 14 15 16 17 18 19 20 2.5000000000000004
decision_type=9 2 2 1 2 2 2 2 1 1 2 2 2 2 9 2 9 2 1 9 9 2 1 2 9 1 1 1 2 9 9 9 9 1 9 9 2
left_child=1 2 8 28 -5 11 10 -8 -1 -4 -7 -6 17 14 -14 16 -15 21 20 -20 -19 23 35 25 26 30 -25 -26 -3 -24 -2 -22 -27 -17 -35 -23 -37
right_child=12 3 9 4 5 6 7 -9 -10 -11 -12 -13 13 15 -16 33 -18 18 19 -21 31 22 29 24 27 32 -28 -29 -30 -31 -32 -33 -34 34 -36 36 -38
leaf_value=0.0035958290640630934 0 -0.0045846041844810736 0 0.0049549649615088639 0 0 -0.0097803288232386366 0.0032166002919462528 0 -0.0041198838963732009 0.0078395859353952817 -0.0028648778554063586 0 0.0079030022549654595 -0.0092469875303815233 0 0 -0.006230809356631793 0 0.012998502614986968 0 0.000753488351836903 0 0.001732741850453793 0 0 -0.0034332040144901079 0.0035445437673661158 0 -0.0035547570028080359 -0.0047885165579118483 0.0027466431614858689 -0.0014237188127737743 0 -0.0032004520416085962 -0.0009029925318573143 0
leaf_weight=42.99350277693884 2.5695406332379207 8.7734952978062193 3.107186356690363 163.33578523080723 136.12252974496005 55.444257735004612 24.280838097583914 4.8707761380937873 313.8116949731193 156.00450504659966 66.376998008890951 96.555990036904404 80.557152930567099 12.812165615439879 26.088496654570918 2.1650153975060675 13.883463361518809 27.147292334768281 16.121901597638498 17.509038180054631 38.772599778225413 39.36875813415827 13.695886154251637 10.123824446014622 27.411681388482975 1791.9301689260901 64.514906030701241 251.74404366634553 0.689548001209915 136.02074152342902 44.347685792214179 8.6578687942528614 21.876020052906824 1.2251509033667369 6.4750741019961424 172.40174204809591 117.01305764605786
leaf_count=45418 2592 12323 3904 181615 154327 62210 26427 4935 311971 172620 70167 111387 61656 12543 25831 1930 10445 26577 12508 17577 26276 41046 14570 12350 18684 753735 71360 156837 654 132376 17208 8681 30957 1139 5562 149265 94549
internal_value=0 0.000266867 -3.60267e-05 0.00105128 0.00181142 0 0.00269908 -0.00200703 0.00103066 -0.00379846 0.00597531 -0.00145863 -0.000107504 -0.00154008 -0.00440468 0.000527762 0.00570164 0 0.0025168 0.00856183 0 -0.000147605 -0.00109879 0 0.00159517 -0.000240865 0 0.00277039 -0.00296704 -0.00314172 -0.00415447 0.00155334 0 0 -0.00149509 0 -6.83114e-05
internal_weight=0 1072.37 515.917 556.45 546.987 383.651 150.973 29.1516 356.805 159.112 121.821 232.679 2944.43 143.207 106.646 36.5609 26.6956 2801.23 108.209 33.6309 74.5778 2693.02 478.5 2214.52 353.794 1860.72 74.6387 279.156 9.46304 149.717 46.9172 47.4305 1813.81 9.86524 7.70023 328.784 289.415
internal_count=2864212 1157958 533913 624045 611068 429453 163739 31362 357389 176524 132377 265714 1706254 119106 87487 31619 22988 1587148 91619 30085 61534 1495529 431806 1063723 259231 804492 83710 175521 12977 146946 19800 34957 784692 8631 6701 284860 243814
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=8741278 8 12 8 1049696 2133536 1 4231232 3104 1 1084416 8 12 4 2130944 2097152 1048641 2624608 2 2097153 4229120
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=40
num_cat=17
split_feature=2 1 3 2 2 3 3 3 3 3 2 2 2 3 3 1 1 3 1 2 3 2 3 3 3 1 3 3 3 3 3 3 3 1 11 3 2 11 3
split_gain=0.00917182 0.0826258 0.175264 0.610871 0.374051 0.864153 0.346122 0.125548 0.102701 0.799779 1.35235 0.410059 0.372778 0.619278 0.48843 0.118252 0.116147 0.0745076 0.0686869 0.143621 0.115611 0.081724 0.166517 0.0992734 0.0996916 0.0743236 0.0623888 0.0485187 0.185984 0.0783772 0.0263382 0.125175 0.0733181 0.0193312 0.0191499 0.00878322 0.00336536 0.000691366 0.000656665
threshold=0 1 2.5000000000000004 2 3 1.0000000180025095e-35 16.500000000000004 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 4 5 6 6.5000000000000009 6.5000000000000009 7 8 17.500000000000004 9 10 2.5000000000000004 11 1.5000000000000002 3.5000000000000004 4.5000000000000009 12 1.5000000000000002 6.5000000000000009 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 13 14 1.0000000180025095e-35 15 16 36.000000000000007
decision_type=9 1 2 9 9 2 2 2 2 2 9 9 9 2 2 1 1 2 1 9 2 9 2 2 2 1 2 2 2 2 2 2 2 1 9 2 9 9 2
left_child=18 8 4 7 26 -6 -5 -4 9 11 36 16 13 -10 -14 -16 -2 -17 21 30 -21 22 25 -24 -25 -1 -3 28 35 -29 37 34 -33 -13 -32 -23 -11 -20 -8
right_child=1 2 3 6 5 -7 38 -9 12 10 -12 33 14 -15 15 17 -18 -19 19 20 -22 27 23 24 -26 -27 -28 29 -30 -31 31 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0 0 0.0073049614190029144 -0.0057711738667336433 0 0.0088060464001163807 0.0014426445377749948 0 0.0072206182221127256 0 -0.015060419307057919 0 -0.0053435107011348768 -0.0040877325925078893 0 0.0092585038363162814 0.0057249018430422004 0 9.3562392266618096e-05 -0.0074116208924120096 0 0 -0.003343101738629273 0.0055648231384579604 0 0.0064791596446761137 -0.0033347980580432906 0.0048822079517149234 -0.0045281387068613977 0 -0.0025271113143836592 0.0018255336956098395 -0.0012688946086626366 -0.0030729669553939206 0 0.00051977727133599558 0.0014278983171795959 0 0
leaf_weight=13.506621040462051 68.68168724316638 140.77180217422574 49.185621598517173 182.13133904222468 203.03372141058207 163.85348337857067 0.55872403737157483 1.8767642465536472 140.49525257720961 14.091635878903617 58.826013362151571 37.999180970538873 129.37887235271774 8.565293379557259 5.1839608241280075 10.248297753161747 98.965964081166021 0.40931819617981169 759.77913078069832 33.713594221248059 12.50048065062583 813.81500178764691 35.169829821927124 10.729830430420408 19.992018842145626 39.809712862901506 29.987034444398887 21.38830262354168 62.855605297991133 0.98663137533003364 242.32318011688403 163.11083560328916 25.664325079924311 84.779470825742465 2.6211567055725018 295.10169073492216 30.963255544196727 3.9784261534805401 0.02320990661974065
leaf_count=13240 62350 131430 52114 218729 210278 195054 560 2069 151733 17661 59080 39697 125978 10210 5715 8349 95486 363 286830 46572 15003 236198 34085 10548 19926 41019 30608 15643 42203 751 189580 142956 23222 87809 862 206218 33217 747 21
internal_value=0 0.000184189 0.000995409 -0.000348063 0.00211312 0.00391425 -0.00396242 0.00538832 -0.000317616 -0.0015698 -0.00819439 0.000408815 0.000415278 0.00409095 -0.00182901 0.00464366 0.0039438 0.00654651 -0.000125386 -0.000718547 -0.00490231 0.000219278 0.00235477 0 0.00208659 0.00559393 -0.000441971 0 -0.000191497 0.00290212 -0.000161413 -0.000798793 0 -0.00238315 -0.00237253 0 0.00107329 0 0.00136562
internal_weight=0 1460.01 771.422 233.776 537.646 366.887 182.713 51.0624 688.588 394.307 103.881 290.426 294.281 149.061 145.22 15.8416 167.648 10.6576 2557.05 1243.69 46.2141 1313.36 119.208 65.8917 30.7218 53.3163 170.759 1194.15 1171.77 22.3749 1197.48 433.719 188.775 122.779 244.944 1108.92 45.0549 763.758 0.581934
internal_count=2864114 1538511 840863 273493 567370 405332 219310 54183 697648 395300 109958 285342 302348 161943 140405 14427 157836 8712 1325603 705772 61575 619831 118818 64559 30474 54259 162038 501013 484619 16394 644197 356620 166178 127506 190442 442416 50878 287577 581
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=18387785 293 10560512 10560512 10487810 8733744 4213908 32 1 293 16777544 529153 32 1 1 2048 1
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=40
num_cat=16
split_feature=2 0 0 1 1 1 0 3 1 1 0 0 3 1 3 0 0 3 3 0 2 0 0 2 3 0 0 3 3 1 1 3 1 0 2 1 2 1 0
split_gain=0.00878858 0.0754571 0.415023 0.354747 0.162586 0.149332 0.245035 0.336223 0.349926 0.281478 0.23009 0.358566 0.288088 0.192113 0.234535 0.180065 0.0600533 0.0486458 0.0349448 0.015149 0.196966 0.16699 0.11786 0.433319 0.196973 0.0902623 0.106878 0.0795205 0.0608574 0.853959 0.464185 0.0483853 0.0235762 0.287799 0.605885 0.313659 0.302987 0.254313 0.234268
threshold=0 19.500000000000004 11.500000000000002 1 2 3 1.0000000180025095e-35 2.5000000000000004 4 5 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 6 13.500000000000002 6.5000000000000009 92.500000000000014 5.5000000000000009 9.5000000000000018 23.500000000000004 7 69.500000000000014 11.500000000000002 8 1.5000000000000002 27.500000000000004 34.500000000000007 1.5000000000000002 1.0000000180025095e-35 9 10 8.5000000000000018 11 2.5000000000000004 12 13 14 15 2.5000000000000004
decision_type=9 2 2 1 1 1 2 2 1 1 2 2 2 1 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 1 2 1 2 9 1 9 1 2
left_child=1 2 5 -4 -3 6 7 9 -9 -1 17 12 -12 -8 -15 -13 -6 -7 -5 22 25 27 32 28 -25 -21 -27 -22 30 31 -24 -30 33 36 37 -36 -2 -35 -34
right_child=19 4 3 18 16 10 13 8 -10 -11 11 15 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 -28 -29 29 -31 -32 -33 38 34 35 -37 -38 -39 -40
leaf_value=0 0.0026088441057991354 0 0 0.014922677359695005 -0.0089516441675785759 -0.0016023088624791189 0 0.00083311371293086963 -0.0071759977219798239 0.0071058577181829013 0.0066608980709363013 -0.0045082513111373906 0 -0.0062048935906743839 0 0.0016904971871846441 0 0 0 0 0.0107467629355138 0 0.0040324640922567824 -0.012450497995361333 0 -0.0070992184610820623 0 0 0.015525888785872358 -0.003661492383852695 -0.0072882470541235202 0 0.00017559494589350106 0.0066701736454947303 0 -0.0086249938474043577 -0.0015143374596106145 0.00033066877277760954 -0.002412726204434655
leaf_weight=18.11989001339316 147.01361830027599 3.0971712103637383 6.8159266566217411 16.103019190268249 8.4347900425200315 163.05169102308901 43.403959997958736 13.550867633748567 38.631870186860397 71.08964842235946 186.48219413359675 50.582526016318297 18.826305754162604 168.20665368751361 0.9599266636359961 26.988739992986666 0.67302850479609411 18.338856510323239 0.1097566242387974 9.2513562443200517 12.410433597586236 1.9137525983242074 19.255553040042287 24.777510944615642 11.731267857590863 9.1159213664068393 8.5468799429654592 2.2736694207123938 14.807861111563394 12.841131739463892 29.247154242155375 0.14479431830113831 1094.1924837891347 176.16707764878447 17.92810272409406 27.788843582682603 873.17489498906434 272.86084586626384 399.11499249970075
leaf_count=23798 141316 3310 5952 16887 8997 203918 45629 19377 54411 79998 206567 53895 20600 188202 980 25094 735 22309 97 877 11682 2323 1863 24831 8496 795 1612 2201 2890 4741 2373 35 714858 128833 17518 21484 569372 62421 162830
internal_value=0 0.000233293 0.000722783 0.00931918 -0.00287392 0 -0.00129784 0.000335638 -0.00267268 0.00484168 0.00128274 0.00316705 0.00534554 -0.00358174 -0.00490534 0 -0.00634085 -0.000208412 0.0120431 -0.000110684 0.000674636 0.00594913 -0.000223508 -0.00305868 -0.00860806 0 -0.00435175 0.00958228 0 0.00324501 0 0.0123928 0 0.000173926 0.00222091 -0.00443221 -0.000566532 0.00377346 -0.000350833
internal_weight=0 853.467 841.262 23.0287 12.205 818.233 353.963 141.392 52.1827 89.2095 464.27 282.88 205.308 212.571 169.167 77.5713 9.10782 181.391 16.2128 3164.56 43.512 16.5979 3121.05 112.805 36.5088 26.9142 17.6628 14.6841 76.2965 27.7938 48.5027 14.9527 3008.24 1514.93 494.745 45.7169 1020.19 449.028 1493.31
internal_count=2864107 980756 967714 22936 13042 944778 412395 177584 73788 103796 532383 306156 227167 234811 189182 78989 9732 226227 16984 1883351 19490 16206 1863861 45229 33327 3284 2407 13883 11902 7666 4236 2925 1818632 940944 230256 39002 710688 191254 877688
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=9266084 643 65 116 64 64 16 64 64 281 166 372 2138 96 2098184 352
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=11
num_cat=10
split_feature=2 1 1 2 2 1 11 1 1 1
split_gain=0.00533511 0.0665826 0.0191144 0.108235 0.0312498 0.0219239 0.0175523 0.0271697 0.00132887 0.0010023
threshold=0 1 2 3 4 5 6 7 8 9
decision_type=9 1 1 9 9 1 9 1 1 1
left_child=1 -1 4 -4 5 -2 7 -3 -8 -6
right_child=2 6 3 -5 9 -7 8 -9 -10 -11
leaf_value=0.0010354918233109588 0 0 0 -0.0031865702036406097 0 0.0020001108329789812 0.00055110408794338832 -0.0013108023782567044 0 -0.00011048489425176489
leaf_weight=585.05092275227071 8.6236335776047781 310.65406100252221 1469.7564041216156 86.992101211573754 430.9347874185296 99.140377820207505 3.7537386002077255 239.57198933192558 1.1528411336184934 781.08835246950548
leaf_count=589862 9712 332646 708673 95595 345386 105848 3903 254497 1149 416864
internal_value=0 0.000176227 -7.56683e-05 -0.000359062 3.87143e-05 0.00145902 -0.000233989 -0.000599688 0 0
internal_weight=0 1140.18 2876.54 1556.75 1319.79 107.764 555.133 550.226 4.90658 1212.02
internal_count=2864135 1182057 1682078 804268 877810 115560 592195 587143 5052 762250
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=8731542 589 433 2114656 4718601 128 1 146 34 160
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=18
num_cat=4
split_feature=2 3 3 2 3 3 3 2 3 3 2 3 3 3 3 3 3
split_gain=0.00603336 0.0408017 0.010218 0.081387 0.0917659 0.0278989 0.0422987 0.0112122 0.0341496 0.0087734 0.00724272 0.0189922 0.0460506 0.000487764 0.000289746 0.0178102 0.00320649
threshold=0 4.5000000000000009 4.5000000000000009 1 9.5000000000000018 6.5000000000000009 13.500000000000002 2 2.5000000000000004 11.500000000000002 3 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 2 9 2 2 2 9 2 2 9 2 2 2 2 2 2
left_child=1 13 7 5 -5 -4 -7 8 -2 -3 14 12 -12 -1 15 -9 -16
right_child=2 9 3 4 -6 6 -8 10 -10 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0 0 0.0018275719169501233 0.0015816521367193117 -0.0054158000342678526 0 -0.0025560876407430006 0 0 0.0017101386719125537 0 -0.00084115850620579066 -0.001810858261565281 0.0019014154152455906 -9.4503304903378248e-05 -0.00042091905988345915 0.00084085801382829777 0
leaf_weight=353.96902060337743 370.2434809553597 128.97236623796925 74.068144157121424 37.624097518419148 8.168100299430078 37.594897884140664 2.6286390365276011 1505.5022636901995 111.48210140950687 7.1818900549842501 194.788050538682 63.644414411995967 53.381926855981874 516.15442734177668 167.33479562461798 221.89657334251388 162.8329865740161
leaf_count=362276 393019 146263 55712 36820 7886 28887 2089 446132 111938 7316 198896 56835 53774 586500 136556 113584 119651
internal_value=0 0.000182593 -9.13298e-05 -0.000819683 -0.00331288 0 -0.00051534 0 0.000368622 0.00163329 -0.000130812 -0.00056881 0 0 0 0 -8.96925e-05
internal_weight=0 1006.28 3011.19 160.084 45.7922 114.292 40.2235 2851.11 481.726 136.154 2369.38 311.814 248.17 870.123 2057.57 1727.4 330.168
internal_count=2864134 1102355 1761779 131394 44706 86688 30976 1630385 504957 153579 1125428 309505 252670 948776 815923 559716 256207
cat_boundaries=0 1 2 3 4
cat_threshold=9267108 1048659 6330376 64
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=37
num_cat=1
split_feature=2 0 0 3 3 0 0 3 0 0 0 3 3 3 0 0 3 0 3 0 0 3 3 3 0 0 3 0 3 3 3 0 3 3 0 0
split_gain=0.00555083 0.0958977 0.205931 0.551292 0.109613 0.121391 0.0826479 0.0953404 0.922017 0.383905 0.181602 0.0691525 0.205029 0.0795894 0.0595946 0.0863168 0.17651 0.0518483 0.0509428 0.0511717 0.0132828 0.140991 0.544932 0.136485 0.444378 0.43976 0.616848 0.386428 0.238841 0.0288046 0.0126457 0.0099631 0.00577555 0.0029055 0.00126206 0.011796
threshold=0 16.500000000000004 10.500000000000002 3.5000000000000004 1.0000000180025095e-35 39.500000000000007 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 13.500000000000002 10.500000000000002 5.5000000000000009 3.5000000000000004 6.5000000000000009 35.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.5000000000000002 9.5000000000000018 8.5000000000000018 5.5000000000000009 23.500000000000004 2.5000000000000004 9.5000000000000018 5.5000000000000009 24.500000000000004 54.500000000000007
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 -4 5 -3 11 10 30 -10 -8 12 -2 -13 15 20 -17 -12 19 -16 21 -1 -23 24 31 26 -25 -26 -27 -24 -9 -22 33 -5 -6 -36
right_child=1 4 3 32 34 -7 7 8 9 -11 17 13 -14 -15 18 16 -18 -19 -20 -21 23 22 29 25 27 28 -28 -29 -30 -31 -32 -33 -34 -35 35 -37
leaf_value=0.0011089415961401002 -0.00076139802585488598 0.008943135961494519 -0.010473084603978345 0 0 0 0 0.0060344602513571367 -0.0081412955187466548 0 0.0043090915654140976 -0.0025978306350790971 0.0044066163341571684 0 -0.0039753081487661195 0.0056469718107692718 0 0 0 0 -0.0028415387152363174 -0.0074178093864881419 0 0.007416259550661994 0.0066020603309258786 -0.0057966216302893035 0 -0.0011164163054289669 0 0.0020369338365274635 0 -0.00029553708253804174 0 0.0018351929679752733 -0.0017907090826728735 0
leaf_weight=621.25759456074593 234.92397496136982 11.267239188193342 38.07007788070041 4.039324356155702 13.123323225925562 1.6943428396771185 191.54967171027965 92.542079715880391 101.61214859466418 42.396230428959825 192.25881293730345 200.93041075694964 67.676494653336704 5.2412347870995282 73.865217253842275 51.621315641830734 2.8903647839179021 168.44181529510024 1.0669748756772595 9.783408083880202 497.08010460014339 80.02183518835227 226.91951906082613 129.65182947738504 93.763166679738788 99.95098509843956 349.47739485657803 14.226092826706006 1.559844083880306 40.512968659546459 0.10237979143857856 341.63566969586827 0.25327535551332392 2.3934550211706664 10.72200609462743 2.5034587925329097
leaf_count=350498 230493 6945 37810 2940 12840 1707 195275 98414 101875 37312 198109 245145 76646 5393 17440 14410 699 159096 501 3937 156848 63506 260168 76491 16335 55503 294380 2664 1004 40299 98 82321 181 1488 12328 3017
internal_value=0 0.000148375 0 -0.00514083 0.00378031 0.00696919 0.000250998 0.00101223 0 -0.00529805 0.00175457 -0.000363186 0 -0.00179693 -9.51261e-05 0 0.00314831 0.00303907 -0.00232525 -0.00315278 -0.000100479 0 -0.00127024 -0.000318853 -0.00116702 0.000562147 0.00226525 0.00338952 -0.00387827 0.000123265 0.00594586 -0.00219583 0.000779452 0.00148224 0 -0.000540343
internal_weight=0 1381.74 1342.43 44.7561 39.3104 12.9616 1297.68 788.903 236.653 144.008 552.25 508.772 302.6 206.172 2635.28 2550.57 54.5117 360.701 84.7156 83.6486 2496.06 968.712 347.454 1527.35 946.705 580.64 479.129 107.989 101.511 267.432 92.6445 838.716 6.68605 6.43278 26.3488 13.2255
internal_count=2864116 1427112 1390275 42419 36837 8652 1347856 790179 237699 139187 552480 557677 307139 250538 1437004 1415126 15109 357205 21878 21377 1400017 714471 363973 685546 258168 427378 370871 18999 56507 300467 98512 239169 4609 4428 28185 15345
cat_boundaries=0 1
cat_threshold=17871081
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=40
num_cat=9
split_feature=2 3 0 0 0 2 2 0 3 0 2 0 3 3 0 2 2 2 0 3 0 3 0 3 3 0 0 0 0 0 0 0 0 3 2 0 2 3 0
split_gain=0.00460996 0.127206 0.129784 0.416957 0.400528 0.286288 0.171454 0.155892 0.155307 0.125542 0.310427 0.336206 0.130444 0.112049 0.229064 0.872936 0.20983 0.145183 0.113761 0.0745026 0.125507 0.183235 0.0677624 0.136362 0.115673 0.131351 0.167553 0.117557 0.382245 0.319502 0.238254 0.0811835 0.0551979 0.216703 0.117239 0.0424731 0.1153 0.0258997 0.025859
threshold=0 4.5000000000000009 13.500000000000002 6.5000000000000009 19.500000000000004 1 2 23.500000000000004 1.5000000000000002 2.5000000000000004 3 15.500000000000002 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 4 5 6 4.5000000000000009 4.5000000000000009 11.500000000000002 5.5000000000000009 13.500000000000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 9.5000000000000018 6.5000000000000009 9.5000000000000018 4.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 7.5000000000000009 7 29.500000000000004 8 11.500000000000002 10.500000000000002
decision_type=9 2 2 2 2 9 9 2 2 2 9 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2
left_child=1 2 3 13 5 -4 -5 -6 -8 32 -11 12 -12 17 15 -15 -16 -1 -19 22 21 -21 24 -24 25 31 -27 29 -29 30 -26 -2 34 -34 -3 36 -9 -36 -28
right_child=19 9 4 6 7 -7 8 35 -10 10 11 -13 -14 14 16 -17 -18 18 -20 20 -22 -23 23 -25 27 26 38 28 -30 -31 -32 -33 33 -35 37 -37 -38 -39 -40
leaf_value=-0.00044828772699200106 0 0 0 0 -0.0066418345352452675 0.011986195067039837 -0.010603902119510702 0.0059005688379310537 0 0 0.014859362123679829 0 0 0.001201950304687883 0.0031203306836332491 -0.010701918205405496 -0.0022278501554944068 0.00051888800927779621 0.0073150591068924719 -0.006672908902121669 0 0 0 -0.0067291066312205024 0.0018766003548668986 0.0040131862573644528 -0.0022778443180286488 -0.0077967134411506614 0.0025698915051629804 0.0087043333335292492 -0.002630723418786523 -0.001314325692170687 -0.0076519930977181506 0 0.0046533492105462881 0 0 0 0
leaf_weight=111.63361834719399 1184.4242974384397 19.078555961910752 4.5873471735685598 6.6686629134201212 5.3383927738323136 14.44453109730239 44.851355743619933 5.315421752340626 23.185274066709098 8.0563622230110905 21.315782747973579 1.2914162297965948 3.2187243404914616 58.79114566842145 115.07926771893108 59.644943565690483 78.544369710900355 356.7250148982821 27.719862067213398 56.662320812472899 6.5742074137815498 108.2427152663513 77.982198411809804 13.863738769592599 447.60527094942881 128.40376348187419 19.838376477826387 27.336110299336724 21.456241290390608 41.599382694941596 90.904118146296241 704.24371411658649 12.220267763092123 2.9399554171031914 55.017001821368467 9.2229221144225431 1.4238389455131244 2.23922880727332 40.248156138070044
leaf_count=126053 662908 16348 3897 6766 4898 12508 42210 5521 16672 9190 17179 1019 2403 86246 122964 71000 75602 371027 22886 52504 2953 96318 21837 8544 458170 38858 6302 18461 10299 29968 71893 260037 13243 3013 68891 9357 1425 2403 12378
internal_value=0 0.000134732 -1.45365e-06 -0.000613897 0.0036826 0.0100569 -0.00656564 0 -0.00759265 0.00288362 0.0063148 0.00926596 0.0135591 0 -0.00125081 -0.00436316 0 0.00105482 0.00217435 -9.35545e-05 -0.00195677 -0.00322451 0 -0.00226041 0.000141857 -9.4207e-05 0.00200196 0.00134563 -0.000187788 0.00196921 0.000489366 -0.000487795 0 -0.00259921 0.00152373 1.33051e-05 0.00340013 0.0038201 0
internal_weight=0 1048.55 923.176 882.844 40.3325 19.0319 74.7053 21.3006 68.0366 125.377 33.8823 25.8259 24.5345 808.138 312.06 118.436 193.624 496.078 384.445 2969.38 171.479 164.905 2797.91 91.8459 2706.06 2077.16 188.49 628.901 48.7924 580.109 538.509 1888.67 91.495 15.1602 76.3348 15.9622 6.73926 57.2562 60.0865
internal_count=2864151 1112721 979032 941426 37606 16405 65648 21201 58882 133689 29791 20601 19582 875778 355812 157246 198566 519966 393913 1751430 151775 148822 1599655 30381 1569274 980483 57538 588791 28760 560031 530063 922945 103898 16256 87642 16303 6946 71294 18680
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=8736518 264704 66052 18944 8405510 84226 66054 8454146 265730
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=24
num_cat=11
split_feature=2 3 3 9 9 3 9 3 3 9 3 2 3 3 2 2 3 11 3 3 2 3 2
split_gain=0.0068464 0.0152367 0.0726201 0.161942 0.0703287 0.102068 0.0543751 0.0155228 0.0443787 0.00655902 0.135843 0.112464 0.0880773 0.0840203 0.0699154 0.0330313 0.0889622 0.058061 0.0464848 0.0381207 0.0290074 0.00169483 0.000505243
threshold=0 1.5000000000000002 1.0000000180025095e-35 1 2 7.5000000000000009 3 6.5000000000000009 10.500000000000002 4 8.5000000000000018 5 1.0000000180025095e-35 13.500000000000002 6 7 8.5000000000000018 8 4.5000000000000009 17.500000000000004 9 36.000000000000007 10
decision_type=9 2 2 1 1 2 1 2 2 1 2 9 2 2 9 9 2 9 2 2 9 2 9
left_child=1 2 6 -4 5 -3 -1 -6 -9 10 12 -12 20 -13 -14 16 18 -17 -11 -18 22 -10 -2
right_child=9 4 3 -5 7 -7 -8 8 21 15 11 13 14 -15 -16 17 19 -19 -20 -21 -22 -23 -24
leaf_value=-5.4365828481834072e-05 -4.7422984192955894e-05 -0.0053851494983411501 0.00035122854777416617 -0.0031454358858522464 0.0013865576561890519 0 0.0011882029324502611 -0.0019521363175996381 0.0024569652634472161 0 0 -0.0091617311061626457 0 0 0.0015358959566543449 -0.0027005874979513004 0.0058171590215351666 0 -0.0030595536418673804 0 -0.0017028320160701505 0 0.00015227322953761827
leaf_weight=46.008846390868712 1053.9072477357695 8.0428750475184625 27.746049297777063 181.84910268940075 491.30535554192465 0.51502172928303558 445.78275196327741 32.170861766877351 7.0753657761088098 702.97225119210634 2.8116667164140381 15.107458832877461 79.18047160081187 3.6524494739132924 627.73103482238457 111.79466358069112 5.9018061915412536 0.71227121146512118 25.634135213120317 0.34948821272701014 74.936098975071218 0.034734791901428141 71.798932850484562
leaf_count=46644 314135 9291 30871 195893 491384 529 418158 31476 6601 362226 2085 15137 89826 3550 516924 126874 5062 806 24511 292 94204 43 77598
internal_value=0 0.000180524 0 -0.00156104 0.000584476 -0.0011619 0.000522302 0.00120765 0 -9.74249e-05 0 -0.00505918 0.00014084 -0.0064501 0.0010903 -0.000322722 0 -0.00166697 -0.000271541 0.00479556 -0.000187357 0.002361 0
internal_weight=0 1240.53 701.387 209.595 539.144 8.5579 491.792 530.586 39.281 2776.49 1929.13 21.5716 1907.55 18.7599 706.912 847.365 734.858 112.507 728.606 6.25129 1200.64 7.1101 1125.71
internal_count=2864120 1230890 691566 226764 539324 9820 464802 529504 38120 1633230 1113459 20772 1092687 18687 606750 519771 392091 127680 386737 5354 485937 6644 391733
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=11349142 12 8 4 1 33281 1081377 49248 1 33608 64
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=40
num_cat=8
split_feature=2 0 0 0 3 0 3 0 0 3 0 3 3 0 2 0 0 3 0 0 2 3 3 3 0 0 3 0 0 3 0 0 2 2 2 2 0 2 3
split_gain=0.0067355 0.0827267 0.12927 0.111255 0.129184 0.10191 0.0642789 0.572847 0.257623 0.136003 0.0447089 0.0362256 0.0315543 0.0307597 0.0737459 0.0794105 0.0159562 0.270545 0.196934 0.192305 0.454061 0.692619 0.140584 0.0932332 0.256182 0.185114 0.518302 0.891541 0.324429 0.299265 0.105243 0.0833105 0.069472 0.0647767 0.0367419 0.0343628 0.0564534 0.0160146 0.00691249
threshold=0 23.500000000000004 19.500000000000004 16.500000000000004 3.5000000000000004 108.50000000000001 4.5000000000000009 6.5000000000000009 7.5000000000000009 9.5000000000000018 4.5000000000000009 6.5000000000000009 9.5000000000000018 27.500000000000004 1 34.500000000000007 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 11.500000000000002 2 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 3 4 5 6 24.500000000000004 7 1.5000000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 9 9 9 2 9 2
left_child=13 2 3 6 -5 11 7 10 12 -10 -2 -3 -8 16 -15 -16 23 18 32 20 22 -22 -19 24 37 29 27 -27 -28 33 -26 -32 -18 -25 -31 36 -21 -1 -9
right_child=1 5 -4 4 -6 -7 8 38 9 -11 -12 -13 -14 14 15 -17 17 19 -20 35 21 -23 -24 25 30 26 28 -29 -30 34 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.00065896568627304487 0 0.0067023327910094316 -0.0058435549426399287 0.0078039277593621188 0 0 -0.00071081717187646313 -0.0075882530416400661 0.010491203680087095 0 0.0021361634003067651 0 0.0022643460647251714 0 -0.0073383714327300842 0 0.0068421223659102682 0.0061370573172398642 0 0.0040716619184891934 -0.012547171673603219 0.00052747273679810828 0 0 -0.0028571668570902273 0.0098335073260082013 -0.0018001667828943504 -0.0032517300601506076 0.0055488910907783625 0.0017962280267093832 0.00058746477138921097 -0.0022842198902260197 0 -0.0058949208668429582 0 0 0 0 0
leaf_weight=617.14295699019203 1069.3118486828771 19.635109319162446 7.1604306193039511 9.8705837626766844 0.95485817424196362 0.97484597330912848 148.15744007571448 71.597941255200567 10.686463401005309 0.67516801324382036 78.561662917491049 0.27362385659944166 13.985788857375153 2.8224278363632038 9.2309026089351445 8.8901643999706703 68.022918297036085 8.6222841594426409 108.9002624272689 28.286157688475217 62.00190146456589 0.8314423929550675 2.9174142170813875 8.3797341476165457 495.12466023374873 129.77301564571826 279.91872675958439 17.473091649408161 42.749277309099853 74.880254156312731 228.7298055664578 112.55691445236153 4.6925397943123235 70.370018132176483 156.64130799922714 5.9850488068768746 0.82689282996579905 2.4780737085820865 38.179513547380338
leaf_count=344759 1128398 19260 6576 8469 756 1132 163382 69941 7257 510 74233 291 14247 3015 1085 2105 7232 9279 18434 7695 24820 338 3297 9348 157098 75742 227084 9881 26608 81273 58554 24316 5354 53025 177033 6466 341 4093 31474
internal_value=0 0.000117669 0 0.000127087 0.00527578 0.00408309 0 -0.000279893 0.00163184 0.00868259 0.000202498 0.00611691 0 -0.000133961 -0.00263691 -0.00433393 0 0.000540575 0.00336277 -0.00170676 -0.00472412 -0.00815009 0.000873689 -0.000170311 -0.000732693 0.000497225 0.00192539 0.00630061 0 -0.000763177 -0.00193211 0 0.00651691 -0.00541399 0.000111209 0 0.00222979 0.000439024 -0.00643109
internal_weight=0 1470.03 1449.14 1441.98 10.8254 20.8836 1431.16 1257.65 173.505 11.3616 1147.87 19.9087 162.143 2548.25 20.9435 18.1211 2527.3 291.087 181.616 109.471 74.373 62.8333 11.5397 2236.22 1456.03 780.185 469.914 147.246 322.668 310.271 836.411 341.287 72.7155 78.7498 231.522 35.0981 29.1131 619.621 109.777
internal_count=2864201 1525926 1505243 1498667 9225 20683 1489442 1304046 185396 7767 1202631 19551 177629 1338275 6205 3190 1332070 83256 31020 52236 37734 25158 12576 1248814 588820 659994 339315 85623 253692 320679 239968 82870 12586 62373 258306 14502 8036 348852 101415
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=22581353 40 524320 524360 524320 561161 64 557160
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00506168 0.00163799
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00019991455149451573 0 -0.00021803207078334289
leaf_weight=952.16194683104368 2528.339107351625 535.95150730217938
leaf_count=979924 1298699 585543
internal_value=0 -5.94303e-05
internal_weight=0 3064.29
internal_count=2864166 1884242
cat_boundaries=0 1 2
cat_threshold=12928278 43712
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=40
num_cat=7
split_feature=2 0 0 0 0 3 3 3 3 0 0 3 3 0 0 3 11 3 3 0 0 2 2 3 0 2 2 3 0 2 0 3 3 0 0 0 0 3 0
split_gain=0.00442332 0.0700934 0.21183 0.278175 0.12443 0.170149 0.117551 0.192203 0.0570803 0.888204 0.363171 0.309845 0.219942 0.217483 0.056369 0.064772 0.0395987 0.0147836 0.00955483 0.242009 0.520218 0.317555 0.260748 0.201286 0.125291 0.403789 0.180676 0.110436 0.122564 0.107579 0.158904 0.0780652 0.058461 0.0464406 0.0234678 0.103371 0.0816147 0.0715051 0.0625691
threshold=0 8.5000000000000018 19.500000000000004 23.500000000000004 6.5000000000000009 6.5000000000000009 6.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 1.5000000000000002 32.500000000000007 1.5000000000000002 1 9.5000000000000018 2.5000000000000004 1.5000000000000002 2.5000000000000004 2 3 10.500000000000002 1.0000000180025095e-35 4 5 8.5000000000000018 9.5000000000000018 6 1.0000000180025095e-35 9.5000000000000018 16.500000000000004 24.500000000000004 6.5000000000000009 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 17.500000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 9 2 2 9 9 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 8 16 7 -3 13 10 17 -11 -12 -1 15 -5 -6 -10 29 24 22 31 23 -21 26 -26 -20 28 -23 34 -31 33 -28 -22 36 37 -2 -36 -37
right_child=18 2 3 14 5 -7 -8 -9 9 11 12 -13 -14 -15 -16 -17 -18 -19 19 20 21 27 -24 -25 25 -27 32 -29 -30 30 -32 -33 -34 -35 35 38 -38 -39 -40
leaf_value=0 0.00012530999829010798 0 -0.008643383592085099 0.0058559056285919196 -0.007058025602806813 0 0 0.0098801974262086364 -0.00094799154385306937 -0.0084687350563730588 0.0076275758478076732 0 0 0.0030483719017795059 0 0 0 0 -0.0036170881785040315 0.01284315483875381 0.0091846648935286768 -0.005485475849976211 0 0 0.00064578216217846295 -0.0073633898054918301 0.0030192336764367279 0 0 0 -0.0061700486606513019 0 0 0 0.0042776102098159496 -0.0018028751873057627 -0.0010539429867615436 0 0.0012661929421538673
leaf_weight=472.34552483904372 1231.0564752171304 47.339886122907046 6.111880348937123 7.7732883302815043 36.640358521020971 1.458921486584585 2.9585064832281196 30.876780150036211 134.50209913181243 118.43487299122353 94.43938438377063 8.2902305332900124 6.3656836719092089 259.88143992444748 8.9423276541347132 1.6130734479229429 0.73218275437829916 4.3932771660038261 37.805179413218866 48.767869972696644 13.038884496447276 91.172391951804457 2.6828735951785339 1.7136808760988049 17.619699804548873 65.687683469092008 126.16649722566945 5.5122652209538492 22.946318742564472 42.218668326378975 45.649032306027948 0.4709134256117985 1.0813556470384345 0.2505793723685209 74.898404925712384 121.8145524126885 744.53797519841464 26.384259340746212 52.482029754319228
leaf_count=495154 732293 46463 5817 7825 34409 1260 1839 22067 165332 119455 102916 8087 6516 260851 9344 1576 472 4678 45012 38418 14723 58633 2865 1664 16573 60372 132957 3902 7834 53117 52767 581 984 270 13844 33359 272979 15327 11594
internal_value=0 0.000141557 0.00231508 0 0 -0.00421394 0.00505881 0.00609539 0.000139743 -0.000431838 0.00228547 -0.00693944 0.00620758 0.0008251 0.00131757 0.00405487 -0.00658762 0 -8.11304e-05 0 0.00300578 0 0.00927786 0.0103892 -0.00129049 -0.00389215 0 -0.00277999 -0.00409818 -0.000219495 -0.00305056 0.00601006 0.00217172 0.0085523 0 0.000747336 -0.000178648 0.00302885 0
internal_weight=0 1243.1 105.616 24.4406 1137.48 38.8315 81.1752 78.2167 1098.65 366.426 239.7 126.725 100.805 732.227 18.3287 9.38636 37.3725 138.895 2773.96 434.916 186.556 133.391 53.1644 50.4816 248.36 83.3074 165.053 119.631 114.119 2339.04 87.8677 13.7604 127.248 13.2895 2251.17 275.579 1975.59 101.283 174.297
internal_count=2864129 1294061 94931 24562 1199130 36141 70369 68530 1162989 406984 279442 127542 109432 756005 18745 9401 34881 170010 1570068 384788 128890 85943 42947 40082 255898 76945 178953 70369 66467 1185280 105884 15574 133941 14993 1079396 74124 1005272 29171 44953
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=12930454 1 2630144 533096 2129952 2105376 2101352
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=40
num_cat=15
split_feature=2 0 3 3 0 9 3 0 3 3 0 9 0 9 9 3 9 0 9 3 0 3 2 0 0 2 3 3 2 0 2 2 3 0 9 0 9 9 0
split_gain=0.00604928 0.124762 0.353852 0.225377 0.483789 0.264317 0.569233 0.311183 0.281467 0.264543 0.148277 0.114602 0.0969634 0.196702 0.0876509 0.0845796 0.0766304 0.0575104 0.166713 0.248789 0.121608 0.175532 0.104623 0.0876881 0.0592043 0.0526638 0.0457173 0.170884 0.343717 0.227377 0.303061 0.097851 0.0969765 0.818334 0.2375 0.0675288 0.104841 0.0674807 0.0417484
threshold=0 13.500000000000002 1.5000000000000002 2.5000000000000004 4.5000000000000009 1 7.5000000000000009 3.5000000000000004 3.5000000000000004 7.5000000000000009 37.500000000000007 2 1.5000000000000002 3 4 13.500000000000002 5 13.500000000000002 6 5.5000000000000009 23.500000000000004 1.5000000000000002 7 108.50000000000001 17.500000000000004 8 13.500000000000002 5.5000000000000009 9 10.500000000000002 10 11 2.5000000000000004 6.5000000000000009 12 2.5000000000000004 13 14 12.500000000000002
decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 1 1 2 1 2 1 2 2 2 9 2 2 9 2 2 9 2 9 9 2 2 1 2 1 1 2
left_child=1 3 10 4 12 6 38 9 -9 -7 16 -6 14 -14 -1 -11 -3 26 20 22 24 23 -20 25 -19 -22 27 29 35 32 -31 -28 34 -34 -2 36 -29 -32 -5
right_child=17 2 -4 5 11 7 -8 8 -10 15 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 31 28 -30 30 37 -33 33 -35 -36 -37 -38 -39 -40
leaf_value=7.0177213223806276e-05 0.00057295594036164943 0 0 0.010005582388513163 0 -0.0048144215097712167 -0.00091148837538644026 0 0.010611989949622072 0.004688310038513839 0 -0.0079606828034144827 -0.00025771119114216431 0.0042388215891768413 -0.0019348639031427546 0 0.011082281952192836 0 0 0 0.010014103239896033 0 -0.0071652295155685899 0 -0.004150321974668904 0 0.0056124941891632051 0.0051642024818950036 -0.0066781213552911641 0 0 0 0 -0.01252921172496089 -0.0022786811110060037 0 0 0.0083091194402893417 0
leaf_weight=31.937450832047034 2260.68819883172 2.7455755419650814 7.2375535997271063 73.605513130547479 1.94801620268845 127.52628745877155 5.3194492327747858 7.3518057054752743 13.37620770918147 10.113233335025141 1.626437886894563 69.660530313267373 3.1093610937823541 111.50746549820542 250.54696622519623 1.4929117127030611 17.591114930983178 6.0819925587638881 11.232566549850162 2.7734155773214288 3.6259873666858766 1.1547384869190862 76.618380200954562 0.43307611273485225 4.3707919534790562 2.6013710020633871 5.4406141115759956 24.633040441782214 75.435817318997579 4.601072379402467 2.6693028772860998 1.2584352628182385 419.73117428785008 28.107058264162333 278.36758785282291 9.2910634348809236 6.3026551961666 55.336580739065539 0.20054754117154416
leaf_count=32163 1316580 3230 6822 77693 2192 133969 5436 7143 12947 10524 2015 72552 3503 119815 252080 1458 16990 2682 7150 1366 3413 1166 23184 482 2106 1095 5095 26165 65287 2675 967 975 425170 17193 166779 7940 6374 19567 177
internal_value=0 0.000219599 0.00465998 0 -0.00139144 0.00218842 0.00574475 0 0.00638811 -0.00248177 0.00963519 -0.00755749 0 0.00228952 -0.000822827 0.000928943 0.0111935 -8.32742e-05 -0.00207532 -0.00416441 0 0.00567084 -0.00647503 0.00900288 0 0.0103066 0 -3.66823e-05 -0.00342725 2.66328e-05 0.00495534 0.00351286 -2.54842e-05 -0.00140135 0.000113946 0 0.00332896 0.007357 0.00979268
internal_weight=0 736.896 29.2007 707.696 468.71 238.986 79.1255 159.86 20.728 139.132 21.9631 71.6085 397.101 114.617 282.484 11.6061 20.3367 3280.75 108.892 90.6244 18.268 7.81517 87.8509 6.66043 10.4528 6.22736 3171.86 3165.16 115.663 3049.5 62.607 6.69905 2986.89 447.838 2539.06 40.2268 30.9357 58.0059 73.8061
internal_count=2864120 760709 29057 731652 482305 249347 83306 166041 20090 145951 22235 74744 407561 123318 284243 11982 20220 2103411 42644 31700 10944 6156 30334 4990 4788 4508 2060767 2054697 105766 1948931 23209 6070 1925722 442363 1483359 40479 32539 20534 77870
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=11084550 6 8 8 4 2 12 263176 3120 35976 263168 262265 3 5 8
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=40
num_cat=6
split_feature=2 3 3 0 0 0 3 0 2 2 0 3 0 0 0 0 0 3 3 3 3 3 2 3 2 0 0 0 3 0 0 0 3 3 3 3 0 0 2
split_gain=0.00261752 0.105345 0.0853321 0.129148 0.104018 0.085556 0.0702964 0.227617 1.01051 0.889033 0.522351 0.879568 0.771959 0.33962 0.312928 0.29865 0.425455 0.255378 0.342585 0.133929 0.0865912 0.0803723 0.0688088 0.0644567 0.0611581 0.318238 0.212926 0.195486 0.428609 0.430096 0.0368677 0.0359974 0.114819 0.0451624 0.0309481 0.0276368 0.0260379 0.208588 0.140017
threshold=0 3.5000000000000004 1.5000000000000002 9.5000000000000018 17.500000000000004 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1 2 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 47.500000000000007 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 8.5000000000000018 8.5000000000000018 7.5000000000000009 3 5.5000000000000009 4 5.5000000000000009 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 37.500000000000007 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 16.500000000000004 2.5000000000000004 5.5000000000000009 6.5000000000000009 5
decision_type=9 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=1 2 4 -4 5 -1 24 9 13 10 -8 12 -12 19 21 16 22 18 -17 -9 -18 -10 -11 -3 36 27 35 31 -29 -30 -6 32 -26 -33 -13 -27 -2 38 -38
right_child=6 23 3 -5 30 -7 7 8 14 15 11 34 -14 -15 -16 17 20 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31 -32 33 -34 -35 -36 -37 37 -39 -40
leaf_value=0 0.0002946382193269847 -0.0048084199115786324 0.0038086978590695995 0 0.0039052879447927418 -0.003475018631666122 0 -0.012815190561277291 0.012727721193533013 0.0025332007903869445 0.020128856242542414 -0.0021867681148831763 0 0 0 0 -0.0071308730686154322 0 0.014304741329969149 0 0 0 0 0 0 0.0059176172366101421 0 0 -0.012560803890861985 0 0 0 -0.0050785429584125786 0.0025728638492616544 0.001004411957424463 0 0 0 -0.0055327881689146508
leaf_weight=96.614341733176843 2124.1465649531237 44.557137140769555 114.43730523297745 2.0659781406357061 3.6770427132214527 119.0890396067698 40.425770833513525 50.981741218813113 14.318931294197688 67.227087136940099 54.037520359292103 28.243706215420392 6.471553466457407 0.47606213038670731 1.4944561992597289 6.0495090973563475 103.3142981211422 2.5826054630160789 5.8448437338520307 3.6696539084077804 8.6413716159586311 2.1848517292237366 28.816544407651236 31.767525619739899 193.07596654997906 66.225249869967229 11.368364452282547 51.954533991054632 54.585843362590822 14.84484049004095 0.60946224276267447 167.85127848025149 30.042102870378585 38.225015686977713 0.69094674257212219 10.920481455090338 4.4538267693133093 334.5815254672998 76.540684391540708
leaf_count=98125 1137416 63825 150781 2087 2517 133383 45630 29663 11973 68550 54574 28148 6781 567 1274 3814 90212 1818 3741 2542 7547 1416 29834 37608 231732 66299 12466 59127 59688 15295 561 170493 36048 40530 733 9694 5331 118267 24039
internal_value=0 -0.00023611 0 0.00234228 -0.00044528 -0.00196094 1.5987e-05 0.00123178 -0.00154271 0.0026681 0.00825867 0.0121161 0.0170561 -0.00897572 0.00680614 -0.000315307 -0.00263978 0.00551982 0.00965941 -0.0118865 -0.006454 0.011709 0 -0.003186 -6.31951e-05 -0.000952675 0.00285203 -0.00221324 -0.00560644 -0.00953743 0.00205605 -0.00029667 -0.00125771 0 0 0.00537305 5.58874e-05 -0.000427581 -0.00441889
internal_weight=0 412.818 336.493 116.503 219.99 215.703 3604.29 425.471 73.1257 352.346 129.869 89.4437 60.5091 55.1275 17.9982 222.476 207.999 14.477 11.8944 54.6514 111.956 16.5038 96.0436 76.3247 3178.82 639.094 88.5141 550.58 121.385 69.4307 4.2865 429.194 223.118 206.076 28.9347 77.1457 2539.72 415.576 80.9945
internal_count=2864129 488887 387454 152868 234586 231508 2375242 388817 47435 341382 135866 90236 61355 32772 14663 205516 196143 9373 7555 32205 97759 13389 98384 101433 1986425 701372 88459 612913 134110 74983 3078 478803 267780 211023 28881 75993 1285053 147637 29370
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24178697 3312 330416 524608 8914006 524304
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=24
num_cat=4
split_feature=2 0 0 0 2 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0
split_gain=0.00147189 0.111961 0.134894 0.0374814 0.0617635 0.0552684 0.0853018 0.0936845 0.110626 0.0295098 0.0250267 0.012769 0.00765436 0.00257709 0.000617607 0.0258777 0.0860628 0.0216119 0.0232537 0.0170998 0.000508478 0.00188487 7.00138e-05
threshold=0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 19.500000000000004 8.5000000000000018 1.5000000000000002 23.500000000000004 24.500000000000004 107.50000000000001 6.5000000000000009 3 8.5000000000000018 31.500000000000004 38.500000000000007 18.500000000000004 13.500000000000002 3.5000000000000004 13.500000000000002 8.5000000000000018 2.5000000000000004
decision_type=9 2 2 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 6 7 8 -5 -8 -11 -12 -10 -2 19 17 -17 18 -16 22 21 -4 -7
right_child=3 2 20 5 -6 14 9 -9 12 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00036927924278428825 0.00039132642094694158 -0.0045173714449375886 0 0.0023161599799303568 -0.0014479097118452876 0 -0.0029462720506530423 0.0054175707884955744 0 0.0028360787882417784 -0.0017290604407873761 0 -0.0010967477779055886 0 -0.00093543324250937852 0.0046253885274726561 0 -0.0025853221638322365 0.00111229419555076 0.00059113442246249424 0 0.00079696356823697368 -5.2354400238308513e-05
leaf_weight=164.19735904005938 128.28715194552024 90.378420784134505 44.053290374591597 199.55388426913851 317.0600217943429 843.65007386802972 3.9954071686224806 54.29754970560316 315.54147439740336 1.1147893376473792 12.710833359582464 1.1358110634610046 33.634864400097285 868.88238379110044 131.64130462516187 10.227134915447094 5.4903272800584082 41.493359874890302 43.630306059843861 468.56222627440729 4.1795510007432304 7.6815953782424904 225.43320730823871
leaf_count=185715 159423 100365 48717 197728 375922 461863 3725 46296 307909 886 11739 1266 30272 549821 49080 2211 4145 14450 16692 180290 4435 6199 105055
internal_value=0 -0.0002002 -0.00250652 1.33853e-05 -0.000312081 0.000317761 0.00109742 0.00162057 0.000465122 0 0 0 0 0 0 -0.000106139 0 -0.00102988 0 4.53149e-05 0 0.000249421 0
internal_weight=0 310.49 146.293 3706.34 1314.23 2392.11 621.985 603.028 548.73 18.9568 14.9614 13.8466 349.176 997.17 1770.13 232.482 15.7175 216.765 175.272 1537.65 55.9144 51.7349 1069.08
internal_count=2864204 345431 159716 2518773 1085166 1433607 599821 582205 535909 17616 13891 13005 338181 709244 833786 86578 6356 80222 65772 747208 59351 54916 566918
cat_boundaries=0 1 2 3 4
cat_threshold=22065289 11026514 331556 8929282
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=20
num_cat=6
split_feature=2 3 3 3 2 2 3 3 3 11 11 3 11 3 3 3 3 3 3
split_gain=0.00663626 0.0822096 0.178405 0.0709536 0.130466 0.071563 0.187853 0.0623331 0.0606081 0.0444689 0.0349598 0.0285 0.0170445 0.00623008 0.00649517 0.00352773 0.00176319 0.00161882 0.0352955
threshold=0 6.5000000000000009 10.500000000000002 6.5000000000000009 1 2 5.5000000000000009 5.5000000000000009 3.5000000000000004 3 4 11.500000000000002 5 4.5000000000000009 1.5000000000000002 2.5000000000000004 13.500000000000002 1.5000000000000002 2.5000000000000004
decision_type=9 2 2 2 9 9 2 2 2 9 9 2 9 2 2 2 2 2 2
left_child=1 7 -3 5 -5 17 8 13 10 11 -7 -6 -10 14 -1 -16 -4 -2 -19
right_child=3 2 16 4 9 6 -8 -9 12 -11 -12 -13 -14 -15 15 -17 -18 18 -20
leaf_value=0 2.9090103616478781e-05 -0.0063375154650453062 0.00072276231344444569 0 0.0066486126614192717 -0.0012986218257906958 -0.0077546475307172097 0.0043960622922941325 0.0016942943099908664 0 0 0 0 0 0.0010238873782051714 0 0 -0.0011945993424466689 0
leaf_weight=548.1293837919111 1853.9889051724604 24.425815358277763 3.7526326271763528 36.34730553854024 33.725438639667118 469.16325900249285 16.58650306234631 25.531151227318333 73.182418201737164 0.37833497964311291 2.4802032287407192 6.9931006729311767 0.60327860902179864 39.35620607949204 142.14647722229893 187.3001435671431 2.3522859342774609 227.55535490093462 322.87912517234872
leaf_count=532931 690492 27574 4039 29433 32968 529411 15687 28351 75902 411 1574 6041 329 45596 155605 210843 2465 204155 270303
internal_value=0 0.000215675 -0.0025768 -7.89915e-05 0.00221091 -0.000260693 -0.00123571 0.000693551 -0.000143644 0.00475014 -0.000990543 0.00598355 0.00110076 0.000137639 0.00029734 0.000635556 0 0 -0.000158565
internal_weight=0 972.994 30.5307 3043.88 77.4442 2966.44 562.016 942.463 545.429 41.0969 471.643 40.7185 73.7857 916.932 877.576 329.447 6.10492 2404.42 550.434
internal_count=2864110 1007404 34078 1856706 68853 1787853 622903 973326 607216 39420 530985 39009 76231 944975 899379 366448 6504 1164950 474458
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=15287958 72 4424 1 1 1
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.0086189 0.00161213
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00024475669584739522 0 -0.00023518546823797878
leaf_weight=1084.2589316380509 2338.7729740013965 593.20939061901299
leaf_count=1120955 1087989 655213
internal_value=0 -7.96177e-05
internal_weight=0 2931.98
internal_count=2864157 1743202
cat_boundaries=0 1 2
cat_threshold=11355798 2112
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=29
num_cat=14
split_feature=2 3 2 2 3 3 3 2 11 3 2 2 3 3 2 3 3 3 3 2 3 2 2 3 2 3 2 2
split_gain=0.000957906 0.0402423 0.159149 0.01902 0.0217383 0.017656 0.0777111 0.112524 0.127901 0.023528 0.122285 0.0742575 0.116958 0.0729143 0.0552809 0.00786086 0.00863776 0.00400881 0.0438741 0.0633549 0.0275756 0.218004 0.0580696 0.119536 0.00522061 0.00160576 0.000785262 0.00027792
threshold=0 4.5000000000000009 1 2 1.0000000180025095e-35 4.5000000000000009 14.500000000000002 3 4 1.5000000000000002 5 6 1.0000000180025095e-35 2.5000000000000004 7 8.5000000000000018 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 8 2.5000000000000004 9 10 3.5000000000000004 11 36.000000000000007 12 13
decision_type=9 2 9 9 2 2 2 9 9 2 9 9 2 2 9 2 2 2 2 9 2 9 9 2 9 2 9 9
left_child=1 3 15 4 -1 9 7 -7 -9 11 -11 -2 -13 14 -12 -3 -17 18 27 -20 21 -19 23 -22 -24 -4 -8 -5
right_child=5 2 25 17 -6 6 26 8 -10 10 13 12 -14 -15 -16 16 -18 20 19 -21 22 -23 24 -25 -26 -27 -28 -29
leaf_value=0 0 -0.00083190377422468875 0.0040380129386604997 0 -0.0012941169875107053 0 0.00042826325772505366 -0.0057943584455093242 0 0.0026602574194779013 0.0022939349459736437 0 -0.0050221632766880506 -0.0024725942913339295 0 0.0015194713207318051 0 0.0031908460805799323 0 0.0019156565732856212 0 -0.0026652478421123264 0 0.0051264620846116988 -0.00091344289730140482 0 0 -4.1977157103218335e-05
leaf_weight=160.4883059968779 312.33055645203422 83.585705888537632 102.54125117266813 163.38951981545688 216.02001325237143 15.450026387785329 2.8146825221192548 76.098249460053921 0.79118054397986171 156.65920045346866 65.551813199272146 126.11133122976753 50.000600609859248 88.834911361438571 19.211897169683652 7.4124615478358447 5.9002221841801656 9.4215648686149489 40.785395672130107 263.18663026096328 52.756520835522679 234.80098264802291 162.42034462911397 39.411395559160155 22.568870178602083 0.019511354621498778 1.2811712100519796 1537.2265644108775
leaf_count=166007 301621 76372 98735 169586 223742 11909 3011 82379 763 168498 69717 123828 53952 89364 18228 6319 4777 22349 51047 162152 54453 209379 119895 39416 52268 23 1042 483366
internal_value=0 1.51274e-05 0.00132549 0 -0.00067534 -9.63133e-05 -0.00121131 -0.00280508 -0.00422633 0 0.000684709 -0.000357826 -0.00193474 0 0.000151079 0 0 9.61333e-06 0.000140785 0.00119769 0 -0.0010018 4.21443e-05 0.00209708 0 0.00374051 0 0
internal_weight=0 3101.94 199.459 2902.48 376.508 915.136 96.4353 92.3395 76.8894 818.7 330.258 488.442 176.112 173.599 84.7637 96.8984 13.3127 2525.97 2004.59 303.972 521.38 244.223 277.157 92.1679 184.989 102.561 4.09585 1700.62
internal_count=2864198 1939886 186226 1753660 389749 924312 99104 95051 83142 825208 345807 479401 177780 177309 87945 87468 11096 1363911 866151 213199 497760 231728 266032 93869 172163 98758 4053 652952
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=9268038 543296 8724482 33792 1 6324360 2102304 4144 2052 16388 527104 64 57 18692
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=40
num_cat=8
split_feature=2 0 3 0 3 0 0 0 0 3 3 0 0 0 3 0 2 0 2 3 0 2 3 3 3 3 0 3 2 2 3 2 2 0 3 0 0 0 0
split_gain=0.00530167 0.0722957 0.150559 0.388464 0.109534 0.136312 0.106402 0.184886 0.0978675 0.284154 0.0299991 0.0258295 0.0241498 0.0173361 0.123784 0.0149175 0.0902125 0.0630524 0.689826 0.0781549 0.0314517 0.436748 0.372306 0.134998 0.0703962 0.0634877 0.0299577 0.23019 0.3634 0.266973 0.148332 0.749652 0.598848 0.0277733 0.0102576 0.00669232 0.0124832 0.00131291 0.0157888
threshold=0 4.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 12.500000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 8.5000000000000018 16.500000000000004 37.500000000000007 3.5000000000000004 3.5000000000000004 19.500000000000004 1 8.5000000000000018 2 9.5000000000000018 4.5000000000000009 3 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 4 5 1.5000000000000002 6 7 35.500000000000007 1.5000000000000002 23.500000000000004 108.50000000000001 5.5000000000000009 11.500000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 9 9 2 9 9 2 2 2 2 2 2
left_child=1 2 6 10 5 -3 -1 -8 9 -5 -4 -7 -13 14 -10 17 35 20 19 -19 26 23 -23 24 -22 -25 30 29 -29 -28 32 -32 -2 -18 -20 -17 -37 -6 -39
right_child=15 4 3 8 37 11 7 -9 13 -11 -12 12 -14 -15 -16 16 33 18 34 -21 21 22 -24 25 -26 -27 27 28 -30 -31 31 -33 -34 -35 -36 36 -38 38 -40
leaf_value=-0.0040538345663025553 0.0048757365767075978 0.0059437502153566468 0.0032805085131438145 -0.010632189092551789 0 -0.002759125180824145 0.0041848953951487047 -0.0035484785344115574 0 0 0 0.0025880698380071725 0 -0.0015521179455900882 0.0059088563437422886 0 -0.0043509084158466728 0.0098917272333017298 -0.0012514260115210028 0 0 -0.012045464087693119 0 -0.0048132996644450008 0.002985551293181829 0 0.0032489887325796679 0.0033348597336423421 -0.00068748347860789823 -0.0012828302453963506 -0.0086059283764931601 2.6597801438353744e-05 -0.00070286381580692741 0 0 0.0022428484440654302 0 -0.0021566938431386079 0
leaf_weight=166.90866962122527 203.07014064803661 42.606000581145054 161.60809701480321 22.571019602437449 2.9265658925505695 3.9291494659337314 32.357259366173821 30.101146524262731 8.6133449582921475 2.5411335308453991 10.306945379110401 6.0546142480598064 1.1391658677384837 8.5877624091081106 7.7562520310893879 2.3112197633163296 42.548458960314747 62.684846282667422 115.85026526243018 0.38501455308869381 205.41561534591165 32.437650562409544 2.3554737637750796 28.696742136518882 119.09265968545878 2.2693880389924734 95.504767878075654 506.59584464946602 191.46591886380702 776.82532572447235 79.23609428270538 276.73968610447264 689.46445161537849 13.238828336296136 45.235854752529121 8.1195494479616137 0.34745400847168717 6.7673644962269446 2.4231341386330314
leaf_count=182829 227400 37326 173848 25153 2539 3495 32889 32321 10080 2397 10528 4505 1159 9107 7222 1923 16481 57764 29521 326 58531 24327 2214 21410 83364 1607 86070 409557 204338 270142 124278 297605 371053 8293 18945 6789 377 4908 1522
internal_value=0 -0.000296591 -0.00117653 0 0.00105446 0.00378877 -0.00289375 0 -0.00514873 -0.00750147 0.00295409 0 0 0 0.00131678 3.36249e-05 -0.00090524 0.00014623 0.001665 0.00852079 0 -0.000779369 -0.00786176 0 0.00132776 -0.00344846 0.000144201 0.000472445 0.00187304 -0.000340889 -3.54169e-05 -0.00185948 0.000403705 -0.00320064 -0.00077114 0 0.001319 0 -0.000578797
internal_weight=0 517.198 451.352 221.985 65.846 53.7289 229.367 62.4584 50.0695 25.1122 171.915 11.1229 7.19378 24.9574 16.3696 3499.89 66.5655 3433.33 224.156 63.0699 3209.17 390.268 34.7931 355.474 324.508 30.9661 2818.9 1570.39 698.062 872.33 1248.51 355.976 892.535 55.7873 161.086 10.7782 8.467 12.1171 9.1905
internal_count=2864143 541828 486374 238335 55454 46485 248039 65210 53959 27550 184376 9159 5664 26409 17302 2322315 33863 2288452 106556 58090 2181896 191453 26541 164912 141895 23017 1990443 970107 613895 356212 1020336 421883 598453 24774 48466 9089 7166 8969 6430
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=20222089 525840 8463654 8931442 4270690 83732 93216 552226
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=40
num_cat=10
split_feature=2 0 3 0 11 3 0 3 0 3 11 0 0 3 0 2 0 2 3 0 0 3 0 2 0 2 0 0 3 0 3 3 0 0 2 0 2 3 2
split_gain=0.00450626 0.0368091 0.0823758 0.0484878 0.0809666 0.0502124 0.0447733 0.0344905 0.0645584 0.0539626 0.0367493 0.0361809 0.0323338 0.0244219 0.420921 0.396707 0.187684 0.167023 0.276104 0.254082 0.328689 0.141531 0.0916043 0.378863 0.159189 0.126288 0.145582 0.165684 0.0886373 0.0833145 0.433157 0.366642 0.257978 0.181215 0.111068 0.0572927 0.0350048 0.0173182 0.015396
threshold=0 18.500000000000004 1.5000000000000002 10.500000000000002 1 1.0000000180025095e-35 32.500000000000007 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2 3.5000000000000004 4.5000000000000009 2.5000000000000004 10.500000000000002 3 24.500000000000004 4 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 5 107.50000000000001 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 7 5.5000000000000009 8 1.5000000000000002 9
decision_type=9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 9 2 9
left_child=1 3 6 7 5 -5 -3 10 11 -10 -1 37 -13 22 17 -16 21 18 19 20 -15 -17 25 -24 28 26 -2 -28 -25 30 32 34 -19 -32 -31 -29 -33 -9 -27
right_child=13 2 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 14 15 16 -18 29 -20 -21 -22 -23 23 24 -26 38 27 35 -30 31 33 36 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0016712881815344452 0 0.0061366391646721988 0 0 0 -0.0071816912505727991 0 0 0.0048429752958363548 0 0 -0.0037078010088498225 0 0 0 0.016074472935631939 0 0 0 0 -0.01282618825288644 0 0 0 0 0 0.0055513011137641732 -0.002683964393833001 -0.012279497158986375 0 -0.0040177899632473568 0.0029924598725709281 0.0058127103495267509 0 -0.0092981228624588446 0.0017003132362246255 0 0.00071013240565833118 -0.00068057860316467949
leaf_weight=225.18550319351561 103.06558167478215 4.8567547951388388 2.3888898877630709 5.7982108238647951 0.20433935328037733 12.006537452805786 2.3435935411398532 73.777014844876248 20.532495498991924 0.62929827968764485 0.70698223289218631 19.836840434058104 25.785932484541263 22.690873833224032 7.0949523414601572 21.442968794450291 1.5369357316667436 107.11823406898475 31.028513902315353 7.6607906182398429 31.89559036148421 0.41907704860204731 129.81289268271939 12.250542908586793 0.19569926880649191 1951.99021426334 112.93262083119771 27.462351395253791 22.407235689999652 3.0638899102050345 110.50982213093084 8.4726272847619821 189.78661725773418 34.057347895315615 15.004878725012537 24.992592526141379 1.8658151219715353 313.41920961236974 331.32890562650573
leaf_count=238446 130274 5025 2604 6606 145 12968 2667 77221 21481 666 827 21950 27989 41994 5067 6824 1226 115163 41188 5766 39481 218 39050 8149 211 852595 110308 19263 25303 2790 106981 3612 158617 26149 7349 17393 1760 331490 347357
internal_value=0 -0.000239187 0.00101961 -0.000713235 -0.00421951 -0.00590062 0.00482184 -2.33511e-05 0 0.00355225 -0.00116162 0 -0.00218732 2.61979e-05 0.000628716 0.00858229 0.0115262 0 -0.00332582 -0.0068708 -0.00902893 0.0151331 -1.57757e-06 -0.00216301 -0.00792347 4.52144e-05 0.00201324 0.00375019 -0.0104167 0.000620093 0.00143492 -0.00103331 0.00385029 -0.00161631 -0.0087077 0 0.00144318 0 -8.79159e-05
internal_weight=0 707.472 9.58924 697.882 18.0091 17.8047 7.20035 679.873 453.981 21.1618 225.892 432.819 45.6228 3310.09 593.649 30.4939 23.399 563.155 93.2758 62.2473 54.5865 21.862 2716.44 164.666 34.8535 2551.77 268.453 165.388 34.6578 469.879 441.472 28.4072 296.905 144.567 18.0688 52.4549 10.3384 387.196 2283.32
internal_count=2864173 750085 10296 739789 19719 19574 7692 720070 480797 22147 239273 458650 49939 2114088 564185 13335 8268 550850 128429 87241 81475 7042 1549903 72713 33663 1477190 277238 146964 33452 422421 406910 15511 273780 133130 10139 36656 5372 408711 1199952
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=22057273 1 1 10487810 803844 10553412 803844 2097666 8388802 8388674
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=37
num_cat=1
split_feature=2 3 0 3 0 0 3 0 3 0 0 3 0 0 0 0 0 3 0 3 3 0 0 3 3 0 3 0 0 0 0 0 3 3 0 3
split_gain=0.00400783 0.0163536 0.565583 0.308984 0.272817 0.0980735 0.0778585 0.0638761 0.291428 0.149183 0.205274 0.0282819 0.0270179 0.0189215 0.0149073 0.114604 0.0755115 0.237363 0.0482032 0.331544 0.0578404 0.0437073 0.0522694 0.0244253 0.0213311 0.144204 0.0208106 0.0140825 0.17896 0.078308 0.0543886 0.00563182 0.313162 0.233909 0.00451099 0.0008587
threshold=0 4.5000000000000009 3.5000000000000004 6.5000000000000009 15.500000000000002 6.5000000000000009 10.500000000000002 2.5000000000000004 3.5000000000000004 6.5000000000000009 47.500000000000007 3.5000000000000004 19.500000000000004 2.5000000000000004 18.500000000000004 19.500000000000004 7.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 38.500000000000007 15.500000000000002 12.500000000000002 92.500000000000014 1.5000000000000002 1.5000000000000002 1.5000000000000002 27.500000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 7 6 4 -4 -5 13 11 27 -10 -11 31 -7 -3 16 23 18 -18 20 -20 21 -1 -23 -16 25 -22 -26 28 29 -9 -29 33 35 -2 -17 -33
right_child=1 2 3 5 -6 12 -8 8 9 10 -12 -13 -14 -15 15 34 17 -19 19 -21 24 22 -24 -25 26 -27 -28 30 -30 -31 -32 32 -34 -35 -36 -37
leaf_value=0 0.00052516860898821696 -0.0027536182842318865 0.013773439326369673 -0.0044635345202671114 0 0.0036518684603770255 0 0 0 -0.012654419723762536 0 0.0018352512216720175 0 0 0.006704932782610272 -0.0011452963872247844 -0.0077489164926162523 0 0.0078847788925890012 -0.00034477504774169912 0 -0.0031180840912086866 0 0 -0.0024799855311202768 0.003269568324794231 0 -0.0043329622281087794 0.00393598318010262 -0.0035183451395036274 0 -0.00045942982690357575 0.0055716205577686266 -0.0024050513255611502 0 0
leaf_weight=193.11826445452243 1299.6430208733618 119.99270838172833 30.452576067531481 7.649219327613535 1.9308661709364958 7.5538592041048105 9.7454717230866645 840.61810667674399 29.250128766565467 13.383813690343228 0.12465315073495808 98.527943209184741 0.43458743889641471 15.796761435107326 0.92552748709567711 4.3902875067142286 25.257059866569762 19.341443802157301 29.292815748791327 5.1157073284703065 101.67465347159305 139.22158384248178 89.041227916903154 0.18507052247878164 3.836600012851707 124.84934438898199 15.655032508788279 6.4701865926617748 80.113519078440731 40.023950079084898 1.1472091412579173 227.74587490376871 71.227799186002812 310.98864107315603 6.4357679806489614 46.87235957428129
leaf_count=228858 780455 127362 18562 5584 1162 3479 9043 358424 22862 7596 132 109861 416 13557 915 4820 27614 17077 29585 5114 112117 145325 104450 166 4017 126701 15764 5028 30224 18017 1197 84488 59493 344602 7178 33119
internal_value=0 1.16157e-05 0.000856457 0.00851001 0.0118365 0 -0.000982677 0 -0.000684904 -0.00683861 -0.0106064 0.000268554 0.00246403 -0.00239137 -0.00022281 0 -0.000493659 -0.00355791 0 0.00241278 -0.000391839 -0.00123233 -0.00208484 0.0060694 0 0.000911891 0 0 0 -0.000303224 -0.00193484 1.211e-05 0.000388097 0 0 -0.000387824
internal_weight=0 3259.69 193.556 48.0211 32.3834 15.6377 145.535 3066.14 1011.13 42.7586 13.5085 2055.01 7.98845 135.789 758.34 11.9367 746.404 44.5985 701.805 34.4085 667.397 421.381 228.263 1.1106 246.016 226.524 19.4916 968.373 960.756 880.642 7.6174 1956.48 345.846 1610.63 10.8261 274.618
internal_count=2864364 2034663 179165 29203 19724 9479 149962 1855498 443480 30590 7728 1412018 3895 140919 829701 13079 816622 44691 771931 34699 737232 478633 249775 1081 258599 238818 19781 412890 406665 376441 6225 1302157 177100 1125057 11998 117607
cat_boundaries=0 1
cat_threshold=22059305
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=39
num_cat=4
split_feature=2 0 3 3 0 0 3 0 0 3 0 2 0 3 0 0 3 3 3 0 2 0 2 3 0 0 0 3 3 3 0 0 0 0 0 0 0 0
split_gain=0.00432421 0.135875 0.0925673 0.0905171 0.483692 0.379531 0.174364 0.142103 0.0708633 0.0530608 0.0397652 0.0907361 0.0589828 0.0341916 0.111162 0.040038 0.0862963 0.0301784 0.0282565 0.105252 0.1988 0.0478291 0.0180792 0.0819871 0.208664 0.128251 0.127674 0.0902927 0.05918 0.0360431 0.267655 0.26535 0.166322 0.303212 0.14668 0.0132878 0.00146265 1.3434e-05
threshold=0 23.500000000000004 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 15.500000000000002 39.500000000000007 9.5000000000000018 27.500000000000004 1 34.500000000000007 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 23.500000000000004 7.5000000000000009 6.5000000000000009 2 1.0000000180025095e-35 3 5.5000000000000009 9.5000000000000018 3.5000000000000004 10.500000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 7.5000000000000009 1.5000000000000002 8.5000000000000018 5.5000000000000009 3.5000000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 13 9 -6 17 -3 -5 18 -12 -13 15 -15 36 -17 -7 22 20 37 -22 23 26 25 -25 28 -28 -2 32 31 -31 34 -34 -24 -32 -1 -20
right_child=10 2 -4 5 6 7 -8 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 19 -21 21 -23 29 24 -26 -27 27 -29 -30 30 35 -33 33 -35 -36 -37 -38 -39
leaf_value=0.00014045116916132185 0 0.0093150165277148637 0 -0.0030223550842996779 -0.0099196479430379413 0.0080725256442681827 0 0 0 0 0 -0.0074674511780235672 0 0 -0.0042664754726785999 0.0056226427868235123 0 0 5.8711750817211884e-05 0 0 -0.0097842496160276404 0 0 0 0.010513914345825378 0.0039955228013346398 0 -0.0027945483858318357 0 -0.0047472348313915193 0.0094098299036487389 0.005279197009935249 -0.0025670346322792686 -0.0057242485700183835 0 0 0
leaf_weight=711.46122958563865 2301.7834466534496 4.7368788935709771 10.346229955539455 31.847623499663314 38.758440938785498 65.199166690872516 6.294731088622938 0.93028038248303246 1.3494616173848042 4.6007835191558106 5.7192398868355667 9.3017510774370802 9.0991022239904833 26.313448121814872 42.029622500376718 14.465342884548592 6.7997851109539615 0.181850128545192 8.9721313524933084 3.337743438765755 15.393984601701957 15.412492958217625 170.35663346898946 56.646124731749296 4.2448408222844582 8.8459332563725166 105.40728772588773 6.1059385442495104 48.084443380341327 26.952111319595133 7.785902906827685 22.07949259646557 65.876783564221114 28.471935149515048 78.141037642366427 3.9309392128052423 49.230805093095114 1.2504387212393329
leaf_count=703604 1220735 2336 12140 30568 37079 58731 4698 691 1264 4000 6295 1299 2303 29918 41471 11811 4993 175 9488 1924 17593 13958 203480 58693 1031 4811 24825 1972 50214 29308 8208 22946 72368 30605 88766 3319 45160 1349
internal_value=0 0.000140604 0.00545125 0 -0.000447399 0.00232872 -0.00818013 0.00682094 0.00799297 -0.000718962 -8.57836e-05 -0.00278617 -0.00476765 0 -0.00142439 0.000418767 0.00325384 0.00786622 0 -0.00194787 -0.00433482 -0.00685027 1.16665e-05 0.000201784 0.00304534 0.00561585 0 0.00298243 -8.69688e-05 -0.000415296 0 0.00497728 -0.00108473 0.000450772 -0.00273068 -0.00415059 0 0
internal_weight=0 1014.55 16.4326 998.113 895.353 102.76 45.0532 66.3113 6.08634 36.4484 3003.2 24.1201 18.4009 850.3 68.3431 781.957 21.2651 65.381 2979.08 44.3668 41.029 30.8065 2934.71 2531.12 69.7369 65.4921 2461.38 111.513 2349.87 403.595 60.7484 49.0316 342.846 94.3487 248.498 11.7168 760.692 10.2226
internal_count=2864129 988639 15740 972899 878734 94165 41777 59597 3600 34568 1875490 9897 3602 836957 71389 765568 16804 58906 1865593 44312 42388 31551 1821281 1362281 64535 63504 1297746 26797 1270949 459000 63781 52254 395219 102973 292246 11527 748764 10837
cat_boundaries=0 1 2 3 4
cat_threshold=11380246 2088 2081 4211144
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=40
num_cat=18
split_feature=2 0 0 9 1 9 3 1 1 3 1 3 3 3 1 0 3 3 0 1 9 0 2 0 0 0 0 0 2 0 2 1 1 3 3 9 1 3 2
split_gain=0.0023367 0.0462845 0.0892435 0.338234 0.425372 0.240493 0.212109 0.258282 0.1904 0.149798 0.140378 0.243581 0.109963 0.0772042 0.0685484 0.0573524 0.0567284 0.0525269 0.0289249 0.172544 0.488517 0.153673 0.113785 0.151624 0.10879 0.0868696 0.0851511 0.0794175 0.0741005 0.0702085 1.04723 0.412926 0.336386 0.624131 0.148334 0.131326 0.390133 0.529957 0.174205
threshold=0 17.500000000000004 1.0000000180025095e-35 1 2 3 6.5000000000000009 4 5 10.500000000000002 6 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 7 37.500000000000007 2.5000000000000004 1.5000000000000002 19.500000000000004 8 9 20.500000000000004 10 21.500000000000004 38.500000000000007 23.500000000000004 107.50000000000001 93.500000000000014 11 8.5000000000000018 12 13 14 4.5000000000000009 4.5000000000000009 15 16 6.5000000000000009 17
decision_type=9 2 2 1 1 1 2 1 1 2 1 2 2 2 1 2 2 2 2 1 1 2 9 2 2 2 2 2 9 2 9 1 1 2 2 1 1 2 9
left_child=1 2 3 4 -1 10 7 -7 -5 -6 11 -4 13 -10 15 17 -12 -3 29 22 25 -22 23 -20 -25 -21 -23 28 -27 35 32 -32 34 -34 -31 36 38 -38 -2
right_child=18 14 5 8 9 6 -8 -9 12 -11 16 -13 -14 -15 -16 -17 -18 -19 19 20 21 26 -24 24 -26 27 -28 -29 -30 30 31 -33 33 -35 -36 -37 37 -39 -40
leaf_value=0 0.0043773618978150139 0.0078516409450254884 0.0092829184938614927 0 -0.013515520980920171 0 0 -0.0083196744812633686 0 0 -0.0034201472211659086 0 0 0.0072871493313533629 0 0 0 0 0 0 0 -0.014917536543690097 -0.0012452495806877975 0.008473178293929658 0 0.0073327723342798273 0 0 0 0.0037096238359522987 0 0.012574111390325158 -0.0098442562396438543 0.0016754979080036315 -0.0010920298750054962 7.2606660342321218e-05 -0.014521940309421883 0 -0.0025068781937964864
leaf_weight=5.2951170658125193 36.113840801925107 2.4460561631130995 17.565526197362491 12.548037656699305 22.022060395698652 18.599547998259368 4.3785038612259077 86.435154582664836 43.211839069859707 0.44935889163752918 20.714788477358528 1.5566852908741555 8.8170372119639051 70.624750797993329 1.5669911055956607 0.4670782387984217 5.6437121339913565 0.34785328459838627 4.0664392115431864 1.7943994837114567 2.5848599215969505 19.246439341412046 7.5671000360453027 23.558118896384261 2.5046178320480967 4.707018716231687 0.7630591514025572 0.65754443430341769 0.84627213480416674 76.906505726699834 8.8223731180623872 60.242951164560509 77.365429435609258 6.264452590745349 5.3340406419447381 3325.9819469858785 24.928684441962108 0.94834423207794216 5.1283041287679216
leaf_count=4762 16200 1309 17629 15039 24601 20582 3922 94022 40836 342 20831 1764 8753 74101 1523 393 6354 360 798 1094 1383 14956 6508 3692 1129 3549 801 743 919 24333 9760 53756 21328 1650 1925 2331441 23917 990 6116
internal_value=0 -0.000253824 -0.0011738 0 -0.0055738 -0.00272377 -0.00502758 -0.00675884 0.00269979 -0.0103742 0 0.00483436 0.00447574 0.00563754 0.000466859 0.0040026 -0.000576274 0.00670649 0 -0.00163502 -0.00530677 -0.0107261 0 0.00389529 0.00701301 0 -0.0142166 0.00489795 0.00683895 8.50761e-05 0.0016583 0.00987956 -0.00164266 -0.0056311 0.000474451 0 -0.00347766 -0.0089951 0
internal_weight=0 322.69 317.862 162.968 27.7665 154.894 109.413 105.035 135.202 22.4714 45.4807 19.1222 122.654 113.837 4.82798 3.26099 26.3585 2.79391 3696.33 68.2959 30.5996 22.5944 37.6963 30.1292 26.0627 8.00523 20.0095 6.21084 5.55329 3628.04 234.936 69.0653 165.87 83.6299 82.2405 3393.1 67.1192 25.877 41.2421
internal_count=2864111 337123 333538 168434 29705 165104 118526 114604 138729 24943 46578 19393 123690 114937 3585 2062 27185 1669 2526988 35572 23445 17140 12127 5619 4821 6305 15757 5211 4468 2491416 112752 63516 49236 22978 26258 2378664 47223 24907 22316
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=24154121 2 304 6 800 608 106 156 74 12 787026 8391792 804944 640 422 8 28 8407506
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=40
num_cat=15
split_feature=2 1 3 0 3 0 1 0 1 3 1 1 0 0 0 0 0 0 1 0 0 1 3 0 1 3 2 3 1 3 0 0 2 0 2 3 0 1 2
split_gain=0.00294934 0.275151 0.88294 0.519114 0.270247 0.677567 0.430881 0.382162 0.675152 0.308809 1.1261 0.33415 0.412133 0.250973 0.246572 0.231175 0.16023 0.135199 0.134666 0.119865 0.114579 0.0918717 0.0781426 0.681584 0.352134 0.264498 0.209991 0.183534 0.152653 0.290034 0.249138 0.407745 0.334815 0.409419 0.21498 0.143131 0.703088 0.89919 0.248322
threshold=0 1 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2 7.5000000000000009 3 4.5000000000000009 4 5 4.5000000000000009 23.500000000000004 16.500000000000004 5.5000000000000009 18.500000000000004 5.5000000000000009 6 7.5000000000000009 16.500000000000004 7 5.5000000000000009 6.5000000000000009 8 12.500000000000002 9 13.500000000000002 10 1.5000000000000002 6.5000000000000009 9.5000000000000018 11 3.5000000000000004 12 3.5000000000000004 6.5000000000000009 13 14
decision_type=9 1 2 2 2 2 1 2 1 2 1 1 2 2 2 2 2 2 1 2 2 1 2 2 1 2 9 2 1 2 2 2 9 2 9 2 2 1 9
left_child=22 2 3 -2 5 6 -3 8 -7 10 14 12 -11 18 -6 -5 -12 -10 -9 -13 -17 -15 28 24 26 -26 27 -24 35 34 32 -32 33 -31 -30 -1 37 -37 -39
right_child=1 4 -4 15 9 7 -8 13 17 11 16 19 -14 21 -16 20 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 30 31 -33 -34 -35 -36 36 -38 38 -40
leaf_value=5.4660106939291219e-05 0.0058855639363039371 0 -0.010749113227052801 -0.0056665382779558732 -0.0069528695512409066 0.0094985726422897824 -0.0074006096849256525 0 -0.0027241297207442573 0.0092399374432932408 0.01039491031369034 -0.0063547680723215543 0 0.0045726578222238063 0 0.0047628890430416295 0 0.0032590111772549768 -0.0081595595814108347 0 -0.00075025409145009023 0 0.0091318019601245616 0.013274760401199168 -0.0081100672120470972 0 0 0 0.00061553040411268525 -0.00054760557113177214 -0.015561775528143222 0 -0.0052944583349854345 0.0082182753460345436 -0.0043620451346061831 -0.0015475170493648577 -0.0041357159738230889 0 0.015389754277082161
leaf_weight=1590.953512681459 78.576827321543533 143.70246970682274 69.659736154782877 86.532228258598479 44.128091285230767 95.081083769306133 132.74557216963876 31.660140843247063 87.073937738605309 33.147572089117602 142.83780387315346 60.687574015370046 7.8229833987716111 6.8488311324399547 0.73806255166709789 19.60916899560107 0.74988315461086941 15.493686713474743 18.781097412465897 4.0446694683923843 6.2459963200526536 4.6377501577881031 35.013241862863651 13.112468355771851 54.768987352799741 3.194917411368805 5.1749122765613711 1.0677993817371305 751.97819653472834 188.9716158615629 12.59468328872754 16.366859389119782 88.800337342432613 29.962304684697301 57.21422025821812 12.80944948495744 8.4863196771766507 6.1128864730999339 50.863967848526954
leaf_count=707764 93601 163697 107556 98362 46725 100415 152941 24757 84919 37010 137140 58323 7705 7079 739 20578 700 14311 22955 2312 5072 6144 31902 5481 48612 2633 4969 974 414734 192513 9468 10884 94855 18521 62338 14304 3407 6315 41395
internal_value=0 -0.000161264 -0.00293876 0 0.000460944 -0.000438654 -0.00410036 0.00244584 0.00488655 0.00292881 0.00518311 0 0.00370775 -0.00113305 -0.00340873 -0.00316914 0.0093773 0 -0.00564891 -0.00461268 0 0.00121114 5.36548e-06 0.00234307 0 -0.00518276 0.00330942 0.00639842 -6.17667e-06 -0.000971481 -0.00331474 -0.0102855 -0.000915073 0.000281449 0 0.000488229 0.00411824 0.00906999 0.013269
internal_weight=0 1090.81 260.624 190.964 830.181 536.025 276.448 259.577 197.649 294.157 188.454 105.703 40.9706 61.9278 44.8662 112.387 143.588 102.568 50.4412 64.7322 25.8552 11.4866 2927.45 112.332 99.2199 57.9639 41.256 36.081 2815.11 1145.89 336.696 28.9615 307.734 218.934 809.192 1669.23 78.2726 69.7863 56.9769
internal_count=2864110 1193041 325169 217613 867872 577218 316638 260580 199645 290654 185304 105350 44715 60935 47464 124012 137840 99230 47712 60635 25650 13223 1671069 94571 89090 51245 37845 32876 1576498 803313 326241 20352 305889 211034 477072 773185 65421 62014 47710
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=10826580 524 19 336 80 112 195 50 194 2106180 557 8659012 2098000 32 8454160
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=40
num_cat=16
split_feature=2 3 1 0 3 0 3 9 1 0 1 0 7 0 5 3 3 0 0 3 9 0 0 1 1 9 0 1 3 0 2 0 1 2 2 0 3 3 3
split_gain=0.010686 0.146729 0.295949 0.651902 0.291327 0.320405 0.288511 0.66484 0.565366 0.486636 0.236813 0.222 0.137523 0.194304 0.124932 0.280904 0.266484 0.190306 0.23043 0.186189 0.0906963 0.0726291 0.0610157 0.190525 0.179892 0.0595375 0.174796 0.0505736 0.0302615 0.249288 0.644795 0.284905 0.442817 0.812497 0.799597 0.610773 0.32803 0.304596 0.278968
threshold=0 2.5000000000000004 1 1.0000000180025095e-35 22.500000000000004 11.500000000000002 1.5000000000000002 2 3 3.5000000000000004 4 24.500000000000004 5 5.5000000000000009 6 4.5000000000000009 15.500000000000002 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 7 4.5000000000000009 2.5000000000000004 8 9 10 1.0000000180025095e-35 11 2.5000000000000004 7.5000000000000009 12 6.5000000000000009 13 14 15 3.5000000000000004 6.5000000000000009 4.5000000000000009 13.500000000000002
decision_type=9 2 1 2 2 2 2 1 1 2 1 2 1 2 1 2 2 2 2 2 1 2 2 1 1 1 2 1 2 2 9 2 1 9 9 2 2 2 2
left_child=1 6 14 -4 5 -5 10 8 -8 -10 12 20 22 -14 17 25 21 18 -3 -20 -12 -17 24 -24 -1 -16 -27 -9 -2 31 -31 32 33 -30 38 -36 -33 -35 -34
right_child=28 2 3 4 -6 -7 7 27 9 -11 11 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 30 -32 36 34 37 35 -37 -38 -39 -40
leaf_value=0 -8.8212195743224962e-05 0 0 -0.017786415547497214 0 0 0 0 0.016875620339491883 0 0 0 0.0094749322430937172 0 0 -0.012396035478637484 0 0 0.01288627250811486 0 -0.0064254060783792135 0 0.0062419683699147036 0 -0.0054611469714104513 0.0076802321934951352 0 -0.0047274811775255363 0.0034580468876646837 0 0.012547583716454072 -0.012278071565207799 0.0082257922819853266 -0.010504575547512511 -0.0032225389846213589 0.0066028890042258669 0 0 0
leaf_weight=23.944435949360923 2910.8602729617705 13.64841804321623 29.473816046533102 25.938244741282695 0.037209516915026053 1.1452795927762043 11.369350029941414 2.2381174071706464 47.840526418727677 5.1470431763955267 3.055841187153419 0.92178945423802261 7.4494841351406631 1.2053975059534421 3.2045560943515738 11.082055497288815 0.68990167888114307 1.5895613523171039 13.395024894613012 0.73324396545649584 103.15690666333467 0.73951291915727857 10.821559247458934 7.5673072657955371 38.265801825356903 11.782490403988055 7.3243380132116718 6.180779525268008 49.863130890786124 44.806337177287787 18.564830918272492 9.8613177291990706 179.63423543465979 82.792199851130135 237.20253406163101 46.665728188374487 1.458629077853401 46.351509579377307 1.7235743057972275
leaf_count=31747 1746067 10962 52154 40601 48 1401 12566 2028 61361 5389 3158 971 8470 1457 3622 11713 738 1204 11575 492 101498 504 12987 11746 35324 12966 7192 9204 56559 20729 12814 7580 180934 84211 225231 26967 1118 47233 1651
internal_value=0 -0.00049869 -0.00323374 -0.00685286 -0.0142377 -0.0159336 0 0.00504772 0.00920867 0.0128862 -0.00108485 -0.004199 0.000558742 0.00605876 0 -0.00131781 -0.00829007 0.00437585 0.00725349 0.0110047 -0.00606071 -0.0115576 0 0.00124386 -0.00240938 0 0.00317378 -0.00293697 0 0.000611155 0.00544926 0 0.000422251 -0.00279605 0.00236933 -0.000169375 -0.00812659 -0.00723116 0.00701084
internal_weight=0 389.948 120.784 56.5945 27.1207 27.0835 269.164 72.7758 64.3569 52.9876 196.389 107.135 89.254 8.65488 64.1891 34.8229 12.5115 29.3662 27.7767 14.1283 106.213 11.8216 80.5991 18.3889 62.2102 22.3114 19.1068 8.4189 3629.78 718.924 63.3712 655.553 644.233 179.007 465.226 283.868 11.3199 129.144 181.358
internal_count=2864172 453078 155172 94204 42050 42002 297906 90548 79316 66750 207358 105627 101731 9927 60968 36735 12955 24233 23029 12067 104656 12217 91804 24733 67071 23780 20158 11232 2411094 665027 33543 631484 622786 188003 434783 252198 8698 131444 182585
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22073369 289 3 704 716 1 2 8 704 136 2 17 2099298 800 852128 2108162
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=40
num_cat=20
split_feature=2 6 3 2 1 2 1 3 1 3 1 0 9 1 9 2 1 0 0 9 3 3 0 0 0 1 0 0 2 0 9 3 6 1 3 1 3 0 0
split_gain=0.00446181 0.360252 0.760527 0.752255 0.740168 0.682683 0.965101 0.43261 0.42709 0.321726 1.19139 0.622758 0.545451 0.361777 0.578465 1.10492 0.872796 0.736983 0.535743 0.591327 1.50629 0.45203 0.300415 0.287671 0.241674 0.282324 0.213731 0.21015 0.207313 0.204489 0.194391 0.242907 0.194314 1.47252 3.47696 1.10508 2.71758 1.13291 1.07982
threshold=0 1 1.5000000000000002 2 3 4 5 5.5000000000000009 6 1.0000000180025095e-35 7 17.500000000000004 8 9 10 11 12 1.0000000180025095e-35 3.5000000000000004 13 3.5000000000000004 8.5000000000000018 4.5000000000000009 107.50000000000001 1.0000000180025095e-35 14 19.500000000000004 6.5000000000000009 15 18.500000000000004 16 1.5000000000000002 17 18 1.0000000180025095e-35 19 1.0000000180025095e-35 11.500000000000002 2.5000000000000004
decision_type=9 1 2 9 1 9 1 2 1 2 1 2 1 1 1 9 1 2 2 1 2 2 2 2 2 1 2 2 9 2 1 2 1 1 2 1 2 2 2
left_child=32 9 3 8 22 6 -4 26 29 10 -2 12 -12 18 15 -15 17 -16 19 20 -11 -17 -5 -6 -7 -26 -8 -10 -18 -3 -20 -32 35 -34 -35 36 38 -38 -1
right_child=1 2 5 4 23 24 7 -9 27 13 11 -13 -14 14 16 21 28 -19 30 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 31 -33 33 34 -36 -37 37 -39 -40
leaf_value=-0.002587640579902315 -0.0031232605692962361 -0.0082455494026041336 -0.001671176089193854 0.002219846828701607 -0.017513966768763545 0 0.015316884080610743 0 0.010942186251543808 0.017455565554445298 0 0 0.01263988051898887 0 0 -0.014111560595710705 0 0.015672272616440969 0 -7.0090284633848841e-05 -0.00053439568635916981 0 -0.0075710605582879663 0 0 -0.010521268964359667 0 0 -0.0071829364044375026 0 0 -0.010422163738437174 -0.002563321510122426 0.0099870963766340078 -0.0045080413665192056 0.00077433403350572912 0 0.01824514903276294 -0.016996691289399488
leaf_weight=193.38022401986382 76.591942443425069 10.322997789131474 42.362528363410092 63.889677823903185 74.234267535386607 47.381540157606651 65.333668726649194 14.649693846309672 24.076837375265317 62.777730791807699 11.20529600190639 3.8138051496061953 129.49484715927247 93.032688028193661 15.849815050387404 96.801853478689736 6.1706982557661831 34.817394708188658 7.6553745650089695 27.03403679998155 32.318939903547289 3.5374576156609683 14.337865008434163 0.17383571219397609 12.602390277970697 27.038487163641548 0.66632490052143012 3.8788879922940387 32.157771403421066 0.35843954434676639 10.009975771223255 17.982751743038534 477.29741068671501 398.62528330236091 213.66393328414415 1371.2615177920579 165.69145964900781 13.066013430470774 123.74043076660018
leaf_count=125675 81694 13693 47823 74006 94507 61540 65882 12023 23393 66236 11716 3387 137295 84677 16640 99118 5770 35206 7933 30506 33771 3209 15918 172 12768 31260 655 3646 34485 410 11389 18372 319195 157929 198786 700509 183889 7262 31765
internal_value=0 -0.000201166 -0.00266968 -0.00693766 -0.00970853 0.000348551 0.00545272 0.0109947 0.000446284 0.000910888 0.00388316 0.00888406 0.0112554 -9.6634e-05 -0.00266456 -0.00580073 0.00150984 0.00916004 0.00259651 0.0064516 0.00952048 -0.0117129 0 -0.0152345 -0.00397722 -0.0081253 0.014516 0.00740835 -0.00428647 -0.00332164 -0.00255837 -0.00590843 0 0.00112209 0.00441871 -0.000530289 -0.00447643 0.00379525 -0.0100573
internal_weight=0 1062.56 401.307 191.273 152.636 210.035 123.012 80.6497 38.6372 661.252 221.106 144.514 140.7 440.146 282.368 193.372 88.9957 50.6672 157.779 122.131 95.0967 100.339 78.2275 74.4081 87.0224 39.6409 66 27.9557 38.3285 10.6814 35.6481 27.9927 2956.73 1089.59 612.289 1867.14 495.878 178.757 317.121
internal_count=2864110 1139100 457696 225745 184603 231951 126383 78560 41142 681404 234092 152398 149011 447312 279105 187004 92101 51846 168207 130513 100007 102327 89924 94679 105568 44028 66537 27039 40255 14103 37694 29761 1725010 675910 356715 1049100 348591 191151 157440
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=7161556 2 8392712 283 34851 394 402 774 4 834 1 8388872 176 5 284 33024 10 2 163 88
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=40
num_cat=19
split_feature=2 1 3 7 2 2 3 3 0 3 2 9 0 0 9 1 9 2 3 3 0 0 3 2 9 0 3 1 9 2 3 2 5 2 0 3 0 0 0
split_gain=0.0119649 0.204991 0.343559 0.597214 0.747356 0.372309 0.201524 0.168281 0.208122 0.200577 0.212885 0.159542 0.146331 0.119866 0.11349 0.0950276 0.233433 0.233006 0.198326 0.120327 0.368011 0.30393 0.245677 0.170919 0.214896 0.585121 0.0963102 0.0706968 0.265425 1.20842 0.967317 0.328148 0.46572 0.32584 0.394438 0.171768 0.17089 0.165025 0.68183
threshold=0 1 1.5000000000000002 2 3 4 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 5 6 9.5000000000000018 4.5000000000000009 7 8 9 10 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 8.5000000000000018 6.5000000000000009 11 12 6.5000000000000009 6.5000000000000009 13 14 15 1.5000000000000002 16 17 18 11.500000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002
decision_type=9 1 2 1 9 9 2 2 2 2 9 1 2 2 1 1 1 9 2 2 2 2 2 9 1 2 2 1 1 9 2 9 1 9 2 2 2 2 2
left_child=27 2 3 4 -2 13 12 8 11 10 -9 -8 14 -5 -4 16 -3 -18 -19 23 21 22 -21 24 25 -17 -23 28 30 35 31 -1 -33 34 -32 37 -31 -30 -39
right_child=1 15 6 5 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 19 17 18 -20 20 -22 26 -24 -25 -26 -27 -28 -29 29 36 33 32 -34 -35 -36 -37 -38 38 -40
leaf_value=0.0031159490051615646 0 0 0 0.012568204367317426 -0.012286941086173073 -0.001344543208623805 0 0.0077597600790425304 0 -0.0027113152060156045 0 -0.0089883177746491651 0 0 0.0071496458442213799 0.014778046338514662 0 0.010976087549208216 0 -0.0024953774525551479 -0.0092238961969813293 0.0098488558500918373 0.0031237427992084951 0 0 0 0 0.0003158581320559234 -0.00031711347335690657 -0.015443180318052164 0.019019765275465131 -0.0083999291177406354 0.00086823369215672608 0 0 -0.0033409650131869767 0 0.0096872668786983623 0
leaf_weight=9.4483450872066896 49.316271349285671 13.396812894825416 1.1334448537381832 7.309076353107228 85.386073463345383 5.6110559431326683 3.7965825728097116 24.022999866312603 38.393818003685737 8.0272989328514068 12.567577005946076 30.308548730001348 1.2717959615547432 2.3713978332016268 43.976964124149163 22.267678969903503 9.5423218209762126 44.762780075965566 0.91485112623195064 307.24056424413357 19.533216474497749 8.2128090912810841 36.876105085699237 46.369595720912912 82.554680905643181 2.2162525425082995 0.50320163847936861 2483.219744389382 118.20459688208211 45.66932093147625 24.567446235771062 81.902144069579663 2.7151686664728905 3.6244294082280275 1.0033891689672589 86.598404963850044 10.146062283776699 64.517846887145424 180.97546298551606
leaf_count=9088 50114 15164 1644 7619 104719 6622 5878 36171 49780 10344 13155 44635 1567 2888 58205 22891 11706 43370 1241 331782 19879 6484 36527 56709 97340 2415 396 1509069 69270 45545 20312 30466 2960 3877 413 66554 10352 20771 36292
internal_value=0 -0.000358572 -0.00243513 -0.00557423 -0.00833995 0.0015518 0 -0.0014766 -0.00442124 0 0.00509145 -0.0079825 0.00471 0.00868771 0.00648397 0.000348232 0.00307709 0.00603416 0.00850943 0 -0.00115222 0 -0.000889131 0.00190998 0.00402175 0.00853806 0.00841803 0 -0.000824677 -0.00214027 0.00194052 -0.00126939 -0.00490755 0.0130804 0.0142883 0 -0.0123578 0.00102818 0.00272888
internal_weight=0 907.884 313.493 149.994 134.702 15.2915 163.499 117.117 72.4989 44.6179 36.5906 34.1051 46.3822 9.68047 45.1104 594.391 68.6168 55.22 45.6776 525.774 372.366 352.833 344.117 153.408 107.039 24.4839 8.71601 3112.59 629.373 506.112 123.261 94.0657 84.6173 29.1953 25.5708 450.296 55.8154 363.698 245.493
internal_count=2864214 1039245 393341 171962 154833 17129 221379 159963 100293 59670 49326 50513 61416 10507 59849 645904 71481 56317 44611 574423 395068 375189 368309 179355 122646 25306 6880 1824969 315900 248784 67116 42514 33426 24602 20725 192887 55897 126333 57063
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=15535700 556 1 16781570 24616 16682 12 8 2 2 1048832 424 2 18 2 330820 2621440 2 8653392
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=40
num_cat=18
split_feature=2 1 0 9 3 0 0 2 0 9 2 3 0 0 2 2 1 3 9 3 2 1 3 0 9 3 3 3 3 3 2 2 3 0 2 3 1 1 0
split_gain=0.0164211 0.122188 0.388594 1.39569 0.911589 1.15524 0.664932 0.535661 0.527839 0.466812 1.34821 0.767452 0.353528 1.15834 0.773615 0.430575 0.345711 0.588654 0.517586 0.842485 0.302333 0.29882 0.250358 0.250315 0.207005 0.190172 0.177105 0.174458 0.160127 0.159599 0.722029 0.148082 0.14491 0.137848 0.116355 0.0834435 0.170631 0.0752053 0.389267
threshold=0 1 1.5000000000000002 2 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 3 24.500000000000004 4 5 4.5000000000000009 1.5000000000000002 2.5000000000000004 6 7 8 4.5000000000000009 9 3.5000000000000004 10 11 5.5000000000000009 4.5000000000000009 12 9.5000000000000018 9.5000000000000018 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 13 14 6.5000000000000009 4.5000000000000009 15 3.5000000000000004 16 17 15.500000000000002
decision_type=9 1 2 1 2 2 2 9 2 1 9 2 2 2 9 9 1 2 1 2 9 1 2 2 1 2 2 2 2 2 9 9 2 2 9 2 1 1 2
left_child=1 2 9 4 7 20 28 33 -7 11 -11 29 15 14 -14 27 18 31 23 -20 -6 -17 24 -15 -23 -16 -12 -3 -5 -1 -31 -18 -19 -4 -8 36 -29 -2 -39
right_child=37 12 3 6 5 8 34 -9 -10 10 26 -13 13 16 25 21 17 32 19 -21 -22 22 -24 -25 -26 -27 -28 35 -30 30 -32 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=0 0.00013773401609074897 0 0 -0.016547758586265962 0.0013189558373899739 0.017506297931431016 -0.0014980653354249285 -0.009981792208564386 0 0.0074458897215842219 -0.0084085728602674211 0 -0.00038424517711551254 0 0.017282088833433743 0 0 0.0064699812839008044 0.017456102994957895 0 -0.007600751955645333 0 0 -0.0070160707398132516 -0.0091160214881579136 0 0 0 0 0 0.019006696245859857 -0.011130921079261271 0 0.005832429946996235 0.0047247397804750305 0 0.0088475999063834434 -0.00020964926876435817 -0.0098724940567130326
leaf_weight=36.859807422893937 1733.4548753466843 53.623399018291821 19.716290313626814 47.840625240845839 12.304360783204173 61.002316280635569 3.6492099509632681 17.751919360722241 2.3969330695545059 93.975646006867464 87.885338405073526 8.9520785433705878 6.1756168835636345 19.581723318813602 50.103222967969486 34.477685201840359 7.1603391187818488 4.7440103661938329 16.803254216749341 2.7845740018237839 10.858067165579998 2.5021995179558871 8.8154985856381227 28.998826650873525 146.97679946417338 0.51797686537611198 0.91738953563617442 3.3213023310381686 0.54981495884567166 8.1933682974486128 34.775454306341999 54.442523781137425 2.1039330416388111 13.420009649780694 7.734920678281922 10.317276544621562 15.118010881487868 1330.4024884058563 17.617007482040208
leaf_count=34089 955519 62942 20060 52298 16009 64116 3759 18773 2507 86981 130307 11646 6613 14748 45198 33257 7647 4280 15239 2689 11792 3091 9869 19514 138392 530 1271 4046 602 18006 37142 50786 1762 9322 7360 12254 15688 920210 14066
internal_value=0 0.000287073 0.00154789 -0.000637765 0.00359575 0.00974293 -0.0108543 -0.00244271 0.0155593 0.00408695 0 0.0086811 -0.000406964 0.00188706 0.0116909 -0.00304297 -0.00175932 -0.00602668 0.000558963 0.00902856 -0.000330542 -0.00552458 -0.00724607 -0.00200417 -0.00866255 0.0147038 -0.00685599 0.000469029 -0.0158581 0.0128718 0.0164696 -0.0105628 0.000379486 0.00107855 0 0.0054946 0.00733808 -0.000163718 -0.000760296
internal_weight=0 937.352 468.784 197.224 137.45 86.5617 59.7746 50.8882 63.3992 271.559 182.778 88.7807 468.568 193.416 56.7968 275.152 136.619 68.4508 68.1684 19.5878 23.1624 192.772 158.294 48.5805 149.479 50.6212 88.8027 82.38 48.3904 79.8286 42.9688 61.6029 6.84794 33.1363 11.3841 28.7566 18.4393 3081.47 1348.02
internal_count=2864380 974585 526040 206598 142579 94424 64019 48155 66623 319442 218559 100883 448545 169006 52341 279539 116665 64475 52190 17928 27801 184609 151352 34262 141483 45728 131578 94930 52900 89237 55148 58433 6042 29382 11119 31988 19734 1889795 934276
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=11363988 716 9 10503168 6 2171920 8404996 8732676 33 1 8675856 256 8 81936 540676 8414208 16 59
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=40
num_cat=12
split_feature=2 1 0 0 2 3 2 2 3 0 3 2 0 2 0 3 2 0 0 3 3 2 3 3 3 3 1 0 1 3 0 2 0 3 0 3 0 3 0
split_gain=0.0119814 0.10161 0.234853 0.159651 0.392129 0.239266 0.809084 0.239555 0.413319 0.149691 0.562436 0.670059 0.551312 0.523499 0.172428 0.164758 0.146998 0.111217 0.107483 0.0940903 0.0824342 0.226231 0.150031 0.0814678 0.0712747 0.0618043 0.0509099 0.196548 0.139649 0.156544 0.110632 0.519261 0.130596 0.11644 0.260574 0.288315 0.273612 0.517189 0.201525
threshold=0 1 7.5000000000000009 3.5000000000000004 2 3.5000000000000004 3 4 2.5000000000000004 2.5000000000000004 2.5000000000000004 5 1.5000000000000002 6 24.500000000000004 10.500000000000002 7 13.500000000000002 55.500000000000007 6.5000000000000009 1.0000000180025095e-35 8 3.5000000000000004 8.5000000000000018 8.5000000000000018 1.5000000000000002 9 18.500000000000004 10 7.5000000000000009 18.500000000000004 11 108.50000000000001 2.5000000000000004 1.5000000000000002 8.5000000000000018 10.500000000000002 7.5000000000000009 5.5000000000000009
decision_type=9 1 2 2 9 2 9 9 2 2 2 9 2 9 2 2 9 2 2 2 2 9 2 2 2 2 1 2 1 2 2 9 2 2 2 2 2 2 2
left_child=1 9 3 5 25 7 24 -3 -9 10 16 -12 15 17 -15 -13 -1 19 20 -11 -4 -22 -23 -8 -7 -5 30 -28 -29 -30 33 -32 -33 38 35 -35 37 -36 -2
right_child=26 2 18 4 -6 6 23 8 -10 13 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 29 -31 31 32 -34 34 36 -37 -38 -39 -40
leaf_value=0 0 0.003685664528327727 0 0.0033786073461357356 -0.0087349538030657235 0.012550347142491673 -0.0039864519768583852 0 -0.0080036231308568857 0.0063001810137476924 0.0014391553463343201 -0.018156762573218684 0 -0.013684352062878845 0 0 0.0065395942038943061 0 0 0 0 0.015277326371999328 0 0 0 0 -0.00014928873611475446 0 -0.011560638430946702 0 -0.00042126119182322352 0.015240072715842804 0 0.0074592613404390303 -0.0091461522183367283 0 0.0047724800488525383 0.001505985897191395 -0.0039055077246755478
leaf_weight=32.660329694554093 642.44528029717549 83.433691290971183 14.865370729326967 24.143118587686331 24.626152275486675 51.703551361955761 34.561969883696293 268.83032347192784 46.069297091416956 21.724686284185744 9.2849199410411511 24.9737742521611 4.5477338528071405 23.26844547621295 1.4273395765922021 0.58581675688037549 60.408735211098247 4.4672058528522021 0.75013702415162598 0.83997845236444746 12.014993484961449 14.225361580756728 6.0685758804611387 1.6077557051976317 4.0393943811650379 20.322146923856053 2246.3417985174892 29.434404889201687 16.270457094215093 0.27753799199126561 10.065401562518673 9.9054495217278582 0.41525510346400629 86.270101066722418 53.454404183183215 6.0450470333744297 7.1636656761402255 5.4559936241857931 114.18115728968041
leaf_count=36428 373248 112069 12475 24578 30276 52904 61473 263472 50265 23350 11511 30194 4842 23863 1592 592 57366 4167 855 914 12786 13674 3995 2377 4236 20588 1409638 3706 13243 162 1832 9772 497 90987 39242 6490 2972 4801 47081
internal_value=0 0.000248911 0.00113614 0 -0.00319203 0.00106209 0.00494366 0 -0.00142316 -0.00101889 0 -0.00635245 -0.0115785 -0.00461482 -0.0103837 -0.0172203 0.00479036 0 0.00640536 0.00459979 0.00744008 0.00904384 0.0110474 -0.00155248 0.0106634 0 -0.000144573 -0.000457628 -0.00562636 -0.00819946 0.000302348 0.00487286 0.0112601 0 0.00228132 0.00541473 0 -0.00461015 -0.00048357
internal_weight=0 791.451 607.262 559.337 69.0914 490.246 91.9127 398.333 314.9 184.189 132.461 39.3922 30.1073 51.7277 24.6958 25.5596 93.0691 27.0319 47.9244 22.5647 47.1743 32.3089 20.2939 36.1697 55.7429 44.4653 3227.73 2292.32 45.9824 16.548 935.402 20.3861 10.3207 915.016 158.389 92.3151 66.0741 58.9104 756.626
internal_count=2864513 860842 666023 622238 75442 546796 120990 425806 313737 194819 140933 47139 35628 53886 25455 30786 93794 28431 43785 24264 42930 30455 17669 63850 57140 45166 2003671 1426749 17111 13405 576922 12101 10269 564821 144492 97477 47015 44043 420329
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=15557268 50 12845588 6619280 8413184 868864 10494080 8659456 14696960 50 8 64
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=40
num_cat=11
split_feature=2 0 3 1 1 3 1 1 0 3 3 3 0 0 0 3 1 3 2 0 3 2 0 3 0 1 0 0 3 2 3 0 3 0 0 0 0 0 2
split_gain=0.00734242 0.0503403 1.32478 0.618085 0.586428 0.352513 0.862797 0.453252 0.44671 0.391532 0.293965 0.241625 0.181557 0.169528 0.0742208 0.0279787 0.0191109 0.210892 1.25957 0.657242 0.690571 0.453175 0.957087 0.446866 0.309681 0.333562 0.238679 0.261229 0.167997 0.401392 0.550102 0.496558 0.440895 1.14207 0.38953 0.274316 0.137562 0.218613 0.848183
threshold=0 2.5000000000000004 2.5000000000000004 1 2 2.5000000000000004 3 4 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 8.5000000000000018 31.500000000000004 24.500000000000004 4.5000000000000009 12.500000000000002 5 3.5000000000000004 6 6.5000000000000009 10.500000000000002 7 3.5000000000000004 8.5000000000000018 7.5000000000000009 8 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 9 6.5000000000000009 8.5000000000000018 6.5000000000000009 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 13.500000000000002 4.5000000000000009 10
decision_type=9 2 2 1 1 2 1 1 2 2 2 2 2 2 2 2 1 2 9 2 2 9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 9
left_child=1 5 3 14 -4 7 8 -1 11 -8 13 -7 -5 -6 -3 -10 17 21 19 20 -19 22 -2 26 25 -24 -20 -28 36 32 31 -31 33 -30 35 -34 37 -18 -39
right_child=16 2 4 12 10 6 9 -9 15 -11 -12 -13 -14 -15 -16 -17 28 18 23 -21 -22 -23 24 -25 -26 -27 27 -29 29 30 -32 -33 34 -35 -36 -37 -38 38 -40
leaf_value=-0.0018300787292341544 -0.0084246614559182146 0.007064037045034683 0 -0.0087658729840585318 0.022552857958519065 0.010933769813799225 -0.012526387772470513 0.0049238159097777547 -0.002506971113190367 0 0 0 0 0 0 0 0 0.017751275526738008 0 0 0 0.00024955496137524528 0.010491540230309709 0.0029709528356544859 0 0 -0.011548179812937744 0 0.012095060358409536 -0.01108824325619278 0 0 0 -0.0049545365158979761 0 -0.01395758615969761 -0.0046148564481299182 0.010674225128396497 -0.00014944780981367481
leaf_weight=81.197278400584764 163.20472462110047 7.3572401103010661 11.733135090384165 79.547254560231522 23.0201066898153 29.486220769504147 71.712857939020978 166.74987863001297 27.423996193409042 2.4588822443911331 0.63141445223300152 1.1670626703780715 1.9757064386940317 0.34422541044477739 11.293487294329678 0.24418948739184898 1044.0522022590849 60.830015402687422 25.565321046298777 5.9738815448072264 3.7841063157247836 1627.7988836205914 23.330353629717138 6.8893239445606005 28.637559867085656 13.694231104433127 45.510375865451351 4.9717206082568728 61.763180726091377 105.98685281900543 35.575726321476395 5.8088017257396123 7.2974276625027477 16.097031474899268 2.5226540559669948 10.64554617955582 28.479735941727995 54.739977447272395 119.29713749505026
leaf_count=93746 181931 9029 11879 86841 27772 46108 98226 168223 36608 2867 776 1613 1928 388 12039 292 879310 60510 26393 4772 3993 651163 24076 5457 33216 14777 29738 1415 51029 103781 32982 4009 6755 8045 1149 8934 20612 45472 66534
internal_value=0 0.000252541 0.00180336 -0.00249237 0.014052 0 -0.00403021 0.00178522 0.00168072 -0.00981093 0.0171593 0.00879829 -0.00706098 0.021762 0.00398342 -0.00118601 -0.000103493 0 0.00332629 0.0111602 0.0151498 -0.000203804 -0.00409391 -0.00263331 0.00237259 0.00736467 -0.00691509 -0.00962623 -0.000386724 -0.00263253 -0.00562054 -0.00910457 0.000197705 0.00539116 -0.00503598 -0.0103896 0 0.000322967 0.00336933
internal_weight=0 516.343 135.903 100.174 35.7289 380.44 132.493 247.947 58.3215 74.1717 23.9957 30.6533 81.523 23.3643 18.6507 27.6682 3502.46 2010.19 153.525 70.588 64.6141 1856.67 228.867 82.9367 65.6621 37.0246 76.0474 50.4821 1492.27 245.697 147.371 111.796 98.3258 77.8602 20.4656 17.943 1246.57 1218.09 174.037
internal_count=2864388 598335 150652 109837 40815 447683 185714 261969 84621 101093 28936 47721 88769 28160 21068 36900 2266053 1037441 132278 69275 64503 905163 254000 63003 72069 38853 57546 31153 1228612 216684 140772 107790 75912 59074 16838 15689 1011928 991316 112006
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=15295108 545 291 841 585 62 264482 1312802 28 5201 265240
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=40
num_cat=13
split_feature=2 0 3 1 3 0 3 1 1 3 1 0 0 0 1 1 1 0 3 3 3 1 0 3 1 0 1 0 0 0 3 3 0 0 11 0 0 1 0
split_gain=0.016254 0.0410764 0.588217 0.865209 0.701584 1.06721 0.149807 1.01653 0.296864 0.144088 0.624374 0.134392 0.26505 0.176052 0.366349 0.291346 0.101065 0.0617484 0.0962298 0.0501589 0.0804704 0.0246521 0.0290332 0.0243955 0.355584 0.348853 0.304739 0.479926 0.674351 0.264114 0.707798 0.445401 0.729199 0.496809 0.197592 0.159417 0.559823 0.388727 0.433267
threshold=0 2.5000000000000004 2.5000000000000004 1 6.5000000000000009 11.500000000000002 2.5000000000000004 2 3 9.5000000000000018 4 31.500000000000004 9.5000000000000018 5.5000000000000009 5 6 7 11.500000000000002 8.5000000000000018 4.5000000000000009 6.5000000000000009 8 108.50000000000001 1.0000000180025095e-35 9 5.5000000000000009 10 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 11 6.5000000000000009 9.5000000000000018 12 23.500000000000004
decision_type=9 2 2 1 2 2 2 1 1 2 1 2 2 2 1 1 1 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 9 2 2 1 2
left_child=1 6 11 4 5 -4 8 19 -1 10 -9 12 13 14 -3 -15 -14 18 -5 -8 -21 -13 -23 26 -25 29 27 28 -2 30 -26 33 -33 -31 -27 -28 -37 -38 -39
right_child=23 2 3 17 -6 -7 7 9 -10 -11 -12 21 16 15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 34 35 -29 -30 31 -32 32 -34 -35 -36 36 37 38 -40
leaf_value=0.0049675750397101242 0 0.00058320196875424012 0.026215939536489197 -0.0052187121173984949 0 0 0.0060275163412949048 0 0 0 -0.013328816348295311 0 0 0.0080702822938514256 -0.0068844899969716239 0 -0.0088833082273463652 0 0 -0.0030020721398325619 0.0033886191821198594 0.005108364574127975 0 0.0022892533844235353 -0.0062256741698424635 -0.0060850401961310783 0 0.0041111719718229488 -0.010971512921045796 0 0.00089636646966602591 0.0012194444725498945 -0.0081187105379508066 0.0065952056346877848 0 0.0078798036443874838 0.004105946847478727 -0.0093775585899840697 0
leaf_weight=97.154777741012367 109.83842425353942 38.520121120034673 21.48471123857599 28.005662691153706 2.5372277894566642 1.9981615057768056 38.835322761864518 40.94478784867897 230.88165883410511 5.4415124434308373 60.353750073731135 0.5687516161124222 8.3247444896551297 21.979964634709177 50.176964626538393 18.178311366413254 21.439705591554233 3.4855094003432887 1.8945083141588828 11.232309822516983 7.7175256437476483 3.2958393981243712 0.30645288582309138 257.86863740425906 207.5852989256673 178.61438478487253 1530.2152567196536 7.4305691608169573 82.147689207748044 107.16813218792231 184.92039738027597 162.38383049203549 84.998669223481556 182.32390000233136 4.3204783060064065 95.003255215851823 30.412086121476023 52.824570606899215 24.927610226412071
leaf_count=100739 102748 46026 26574 31828 2995 1983 44647 65499 253980 6406 83882 672 8579 23181 58736 19726 22649 3416 2182 12901 8709 3274 299 240514 215896 110662 660265 3623 60430 92321 188213 140453 59218 124055 1333 15663 6559 10362 2929
internal_value=0 0.000385122 0.00144173 0.0084367 0.0150812 0.0214955 0 -0.00235862 0.00107778 -0.00802607 -0.00939323 -0.000470409 -0.00250886 0 -0.00231707 0.0040013 -0.0080134 0 -0.00321069 0.00428423 0 0.00241522 0.00319772 -0.000123024 -0.000458775 -0.00140957 0 -0.00321936 -0.0055168 -0.000227111 -0.00233484 0.00082663 -0.00143859 0.00365466 -0.00519586 0.00056495 0.00304602 0 -0.00478866
internal_weight=0 714.758 222.197 59.4058 26.0201 23.4829 492.562 164.525 328.036 106.74 101.299 162.791 158.62 128.855 88.6971 40.1583 29.7645 33.3857 29.9002 57.7852 18.9498 4.17104 3.60229 3302.98 1370.18 1112.32 1932.8 199.417 191.986 929.38 392.506 536.875 247.382 289.492 182.935 1733.38 203.168 108.164 77.7522
internal_count=2864127 828883 252120 68978 31552 28557 576763 222044 354719 155787 149381 183142 178897 147669 104762 42907 31228 37426 34010 66257 21610 4245 3573 2035244 1172665 932151 862579 166801 163178 820156 404109 416047 199671 216376 111995 695778 35513 19850 13291
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=15295140 654 833 146 42 809 434 68 386 272 896 1 35
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=40
num_cat=18
split_feature=2 9 1 0 1 0 0 0 0 1 0 0 1 1 0 0 1 0 0 9 1 0 0 1 1 0 2 1 0 0 0 2 0 0 1 0 1 1 0
split_gain=0.00762959 0.13446 0.634361 1.01356 0.584148 0.324859 0.267846 0.247469 0.786535 0.52312 0.266531 0.243574 0.224213 0.181341 0.16002 0.092006 0.0861999 0.0614242 0.0514075 0.042554 0.522887 0.214261 0.792527 0.891438 0.668167 0.282548 0.228248 0.212082 0.356981 0.484929 0.390074 0.281129 0.186783 0.15101 0.141587 0.134081 0.574545 0.434258 0.116369
threshold=0 1 2 1.5000000000000002 3 6.5000000000000009 12.500000000000002 2.5000000000000004 7.5000000000000009 4 29.500000000000004 2.5000000000000004 5 6 11.500000000000002 3.5000000000000004 7 5.5000000000000009 9.5000000000000018 8 9 4.5000000000000009 8.5000000000000018 10 11 48.500000000000007 12 13 13.500000000000002 9.5000000000000018 68.500000000000014 14 32.500000000000007 23.500000000000004 15 3.5000000000000004 16 17 13.500000000000002
decision_type=9 1 1 2 1 2 2 2 2 1 2 2 1 1 2 2 1 2 2 1 1 2 2 1 1 2 9 1 2 2 2 9 2 2 1 2 1 1 2
left_child=1 4 3 -3 17 11 16 12 9 15 13 -5 -4 -10 -7 -9 -6 -1 -19 27 -21 26 24 25 -23 -24 34 31 29 -29 -30 38 35 -25 -22 36 -33 -37 -2
right_child=19 2 7 5 6 14 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 23 33 -26 -27 -28 28 30 -31 -32 32 -34 -35 -36 37 -38 -39 -40
leaf_value=-0.0038403685103365506 0 -0.0097446219670999385 0 0 0 -0.006669128011034438 0 0.0042156000658168146 0 -0.011871274266623448 0 0.0090551333374007652 0.0049317541133678897 0.0098371691750828074 0 -0.0012220171719681059 0.0075843574663830814 0.003595930016149339 -0.0013708200143428622 -0.0042732838307872256 0 0 0.016058164311530797 -0.0075846942693491839 -0.013188061078369404 0 -0.0022273307706314562 -0.0010122374288824298 -0.01271468357895016 0.0082756334644898469 0 0.0078585360730402034 0 0 0.003416754780201107 0 -0.0016308345755121076 0.012445342064298844 0.0036992996964591179
leaf_weight=68.758986942899355 1104.4395069551902 131.72092972859173 72.373978341187467 25.719617646424012 65.641575471709075 11.771141268618523 6.1154714374642927 17.009738485932758 4.2368318336230004 34.834487131200149 1.7205623740301224 37.825518249075685 204.80972086262773 32.748972376240999 10.355877557660277 26.6763416505637 139.31368228848078 4.7469207724352582 4.4688917138919351 258.87337079147983 84.852256400612532 18.306936597153253 22.400580913439629 13.182349922899446 42.725342778925551 0.8691159477311875 21.351075091108214 842.12328928176794 21.389757986056797 27.932353155418241 1.2835068347485492 48.989186587117729 1.9033493043971237 1.8166835454612726 400.97877914552009 4.2332122605876066 106.31723627519386 35.555827166870586 55.22972595642932
leaf_count=73612 430288 168968 76242 31297 66723 12851 6311 19991 5640 31688 2210 45298 203734 25234 10915 31122 153542 5026 5326 109230 38968 10228 11168 8458 27099 871 25793 662509 15008 15470 1513 51511 2074 2088 317499 5276 112058 34554 6831
internal_value=0 0.000269051 -0.000189005 -0.00447205 0.00205543 0.00107922 0.00508982 0.00167556 -0.000271541 -0.00699836 0.00610552 0.00578042 0.00347628 0.00883312 -0.00222331 0 0.00634282 -0.00255626 0 -5.09497e-05 -0.000683414 0.000554442 -0.00226159 0.00359088 -0.00920081 0.0119253 0.0017701 6.90137e-05 -0.000949015 -0.000114847 -0.00914705 0.000961698 0.0041642 -0.00380666 0.0026387 0.00523066 0.000867242 0.0102694 4.68984e-05
internal_weight=0 900.849 611.804 217.393 289.046 85.6722 211.071 394.411 117.227 78.5206 38.7064 63.5451 277.184 36.9858 22.127 43.6861 204.955 77.9748 9.21581 3114.75 865.356 606.483 99.301 38.2687 61.0323 23.2697 507.182 2249.4 892.729 870.056 22.6733 1356.67 196.999 14.999 485.831 195.095 155.306 39.789 1159.67
internal_count=2864224 975730 665190 269329 310540 100361 226576 395861 115885 82801 33084 76595 279976 30874 23766 51113 220265 83964 10352 1888494 551402 442172 59912 22585 37327 12039 382260 1337092 694500 677979 16521 642592 205473 10546 356467 203399 163569 39830 437119
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=2974358 6 540 162 448 320 32 65 9 524 305 66 8391016 541 17826888 1 520 512
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=40
num_cat=12
split_feature=2 1 0 0 0 0 3 0 3 11 3 3 3 0 3 0 3 0 3 3 3 11 3 3 1 0 2 3 1 0 2 2 0 0 2 1 3 0 1
split_gain=0.00908676 0.0739622 0.448597 0.515471 0.37875 0.468294 0.298495 0.259604 0.218098 0.199201 0.184342 0.125229 0.138722 0.0745045 0.15131 0.069819 0.0978665 0.0586535 0.0872627 0.077853 0.119212 0.0558067 0.0438207 0.267822 0.4016 0.177301 0.0932536 0.0779773 0.742438 0.739712 0.372637 0.265988 0.2127 0.146229 0.0653812 0.153578 0.198146 0.0748307 0.0617953
threshold=0 1 3.5000000000000004 13.500000000000002 3.5000000000000004 10.500000000000002 7.5000000000000009 2.5000000000000004 13.500000000000002 2 4.5000000000000009 2.5000000000000004 8.5000000000000018 19.500000000000004 1.5000000000000002 25.500000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 3 8.5000000000000018 11.500000000000002 4 9.5000000000000018 5 4.5000000000000009 6 8.5000000000000018 7 8 2.5000000000000004 9.5000000000000018 9 10 2.5000000000000004 12.500000000000002 11
decision_type=9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 2 1 2 9 9 2 2 9 1 2 2 1
left_child=1 4 17 8 7 6 21 11 9 -4 -9 -1 -13 14 -5 16 -7 19 -19 -3 -21 -6 27 24 25 26 -24 34 30 31 33 -30 -32 -29 35 36 -2 -38 -36
right_child=22 2 3 13 5 15 -8 10 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31 32 -33 -34 -35 38 -37 37 -39 -40
leaf_value=-0.0013473644912201386 0 0 -0.014577141227209066 0.0082400726813932242 0.012212811373305637 -0.0060560467856419116 0 -0.0097820465538929098 0 0 0 0.0041657958451635476 0 0 0 0 0 0.0056061112006404535 0 -0.0064744339315422261 0 0 0 0 0 0 0.015314152872250065 0.0075859193204505238 0 0 -0.0076253339262142908 -0.013887587483688691 0 0 -0.00080154407107639071 0 0.0080020788268355177 0 0.00022560342115905184
leaf_weight=185.81772060384901 110.14621142613578 129.51866917535881 39.028332076151855 3.257572352209535 48.323001335404115 15.721137676031509 1.2977593203104323 19.857745099601747 0.16422742913709854 0.31183874874841322 3.0538381149672196 99.522563182617887 8.9351015967695258 3.487238858382625 1.1371006647386819 2.4395265318671582 1.0297682789096132 16.390506225092398 1.9161282522109093 17.039843867707532 39.535919618319895 2.0991772101260713 1.0038977274962233 10.273072891810441 8.1074099493271223 0.52836483041755933 9.4119867604458687 70.313808615814196 4.6546194657348678 9.0336596670531417 12.214784577648972 56.178122849618376 7.0447968765511169 3.8941508023999623 754.53989311625264 198.33734097342312 49.601976243429817 0.46814084275683754 2071.7675493208699
leaf_count=215362 131344 134114 44463 3810 38059 12001 912 21097 100 293 2664 96693 9535 5149 1068 2519 401 19954 1710 17666 40248 1025 1308 9329 8575 252 7825 70011 5218 2755 13830 57231 7216 2562 564585 223608 66457 452 1023156
internal_value=0 -0.000351952 -0.00168159 -0.00830716 0 0.00585232 0.00997984 -0.000976939 -0.0122881 -0.0135207 -0.00743815 0 0.00249296 0 0.00465421 0 -0.00386449 0 0.00348102 -7.38629e-05 -0.00300101 0.011761 4.41122e-05 0.00273843 0.00797932 0.0118379 0.0162374 0 -0.0019539 -0.00838224 0.00182195 -0.0132262 -0.0021437 0.0058683 0.000113863 0.001321 0.00335167 0.00736975 0
internal_weight=0 639.885 251.787 47.3863 388.097 70.9104 51.7199 317.187 39.5044 39.3402 22.9116 294.275 108.458 7.88191 4.39467 19.1904 16.7509 204.401 18.3066 186.094 56.5758 50.4222 3377.52 29.3247 19.0517 10.9442 10.4159 3348.2 163.334 69.8664 93.4675 60.8327 19.2596 74.208 3184.86 358.554 160.216 50.0701 2826.31
internal_count=2864557 668843 268575 54883 400268 54917 39996 345351 44856 44756 23761 321590 106228 10027 4878 14921 12402 213692 21664 192028 57914 39084 2195714 27289 17960 9385 9133 2168425 158823 65204 93619 62449 21046 72573 2009602 421861 198253 66909 1587741
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=18092299 283 1 1 405 12607504 992 9456 548 6865540 905 816
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=40
num_cat=17
split_feature=2 1 3 9 9 1 3 3 1 3 3 3 3 3 1 2 3 3 2 3 3 9 3 3 1 1 3 3 1 1 1 9 3 2 3 3 3 3 3
split_gain=0.009022 0.0944969 0.126877 0.190942 0.106127 0.203649 0.222436 0.179767 0.158721 0.197991 0.15242 0.140019 0.0927514 0.113383 0.0341614 0.0675199 0.114599 0.161717 0.0593596 0.0531587 0.117971 0.0361448 0.205175 0.250757 0.397718 0.214001 0.0892843 0.237852 0.392745 0.209759 0.0633932 0.042049 0.024658 0.0113255 0.0953202 0.0289257 0.00874076 0.00412425 0.111918
threshold=0 1 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 7.5000000000000009 6 7 10.500000000000002 3.5000000000000004 8 14.500000000000002 3.5000000000000004 9 1.5000000000000002 8.5000000000000018 10 11 4.5000000000000009 6.5000000000000009 12 13 14 15 2.5000000000000004 16 1.5000000000000002 1.5000000000000002 23.500000000000004 1.5000000000000002 2.5000000000000004
decision_type=9 1 2 1 1 1 2 2 1 2 2 2 2 2 1 9 2 2 9 2 2 1 2 2 1 1 2 2 1 1 1 1 2 9 2 2 2 2 2
left_child=1 2 -1 36 5 7 -7 -3 9 -6 -10 -9 -12 -14 15 16 17 -2 21 20 33 22 25 24 -24 -16 29 28 -28 -23 -29 -31 -8 34 -20 -35 -4 -17 -39
right_child=14 4 3 -5 8 6 32 11 10 -11 12 -13 13 -15 18 37 -18 -19 19 -21 -22 26 23 -25 -26 -27 27 30 -30 31 -32 -33 -34 35 -36 -37 -38 38 -40
leaf_value=0 0 0 0.0045628769506026378 0 0.0055022534550991436 0.0010448719893516147 -0.0076787276580666114 0.01150707688737322 -0.0051513150650111094 -0.0011523718492308648 0.0033301745742360432 0 -0.0046322812495026176 0 -0.0019831353266426851 0 0 0.0075000051011471424 -0.00085981613289523291 0 -0.004303761346679264 -0.0035434817215505249 0 0 -0.0097612381117132361 0.0030767774583566423 0.010056566368328152 5.834618209036853e-06 0 0.0017311274368979421 -0.0032538875375912983 0 0 0 0.002229364480456682 -0.0023019466480775881 0 -0.0035100400222605448 0
leaf_weight=160.16066700741794 160.06807347972426 27.280825968831778 185.08793548054564 56.805016152480675 30.651326477964176 10.570527619580387 11.156666171678809 13.040132227135475 127.00241772906884 78.216469093982596 26.115372992491757 11.116812934196785 37.062122561161232 3.3507657885493236 122.1922004954904 574.33468099761376 2.3478933938604305 33.233953658207611 234.12254990558358 2.0926134738838291 109.90927680016466 112.25225078256335 19.952924565819558 2.9191466598422258 52.98619837735896 118.67855560059252 31.649740253618802 7.971868213819107 17.046624489645183 162.83172926444604 19.873776245178309 1060.4513497330336 13.277066209004259 44.410275757665659 122.50116335193889 47.749284501311195 0.094073902320814251 64.187580812525994 101.31846387687256
leaf_count=158613 171937 23784 238476 74184 31303 11043 11317 12363 121253 83270 26100 11741 39835 3023 28920 224087 3088 34487 270461 2054 106144 94519 16177 2249 50743 64625 23587 7195 14745 67693 15666 431329 12891 51385 127940 51852 93 60025 83998
internal_value=0 0.000304294 0.00149976 0.00289929 -0.000257086 0.00118019 -2.79756e-05 0.00493586 -0.00163399 0 -0.00329074 0.00890944 0 -0.0020819 -6.37632e-05 0.00029345 0.00179595 0.00294731 -0.000341025 -0.00120039 -0.00154868 0 -0.000938686 -0.00473677 -0.00688716 0 0.000180144 0.00297078 0.00649402 0 0 0.000383582 -0.0063286 -1.99714e-05 0 -0.0009265 0.00431654 0 -0.000459295
internal_weight=0 790.988 402.148 241.987 388.841 86.442 35.0043 51.4378 302.398 108.868 193.531 24.1569 66.5283 40.4129 3225.08 935.491 195.65 193.302 2289.59 560.785 558.693 1728.81 316.729 75.8583 72.9391 240.871 1412.08 76.542 48.6964 1335.54 27.8456 1223.28 24.4337 448.783 356.624 92.1596 185.182 739.841 165.506
internal_count=2864195 859289 471366 312753 387923 83139 35251 47888 304784 114573 190211 24104 68958 42858 2004906 577622 209512 206424 1427284 609836 607782 817448 162714 69169 66920 93545 654734 61193 38332 593541 22861 499022 24208 501638 398401 103237 238569 368110 144023
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=15557268 716 5 2 19 288 50 2090 38209 2 12 12 897 768 268 12 2082
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=40
num_cat=15
split_feature=2 0 1 3 3 3 3 3 1 3 2 0 2 0 1 3 1 2 3 0 2 3 0 1 0 1 3 0 0 3 0 0 0 3 2 1 0 1 2
split_gain=0.00990732 0.047386 0.127454 0.12405 0.0671209 0.477577 0.0887909 0.0473025 0.173122 0.31083 0.287712 0.200188 0.0509247 0.0419043 0.0656237 0.0515474 0.0119164 0.546392 0.854386 0.735519 0.337457 1.04264 0.714126 0.530029 0.356677 0.350509 0.214554 0.431631 0.333038 0.253619 0.208916 0.674345 0.135091 0.131226 0.600532 0.645732 0.389915 0.272877 0.197498
threshold=0 14.500000000000002 1 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 14.500000000000002 9.5000000000000018 2 11.500000000000002 3 3.5000000000000004 4 19.500000000000004 5 1.5000000000000002 6 7 1.0000000180025095e-35 14.500000000000002 8 1.0000000180025095e-35 12.500000000000002 9 11.500000000000002 10 1.5000000000000002 9.5000000000000018 13.500000000000002 5.5000000000000009 12.500000000000002 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 11 12 1.5000000000000002 13 14
decision_type=9 2 1 2 2 2 2 2 1 2 9 2 9 2 1 2 1 9 2 2 9 2 2 1 2 1 2 2 2 2 2 2 2 2 9 1 2 1 9
left_child=1 2 4 -4 -1 -6 -7 16 -9 10 -10 -12 -11 14 15 -3 17 18 30 -20 21 23 25 -18 -25 -23 -19 29 -29 -28 31 -2 -24 36 35 -35 37 -22 -38
right_child=7 13 3 -5 5 6 -8 8 9 12 11 -13 -14 -15 -16 -17 20 26 19 -21 33 22 32 24 -26 -27 27 28 -30 -31 -32 -33 -34 34 -36 -37 38 -39 -40
leaf_value=0 0 0.0078195639316528381 0 -0.0044251344425137338 0.01123625523047387 -0.0050552891781651503 0 0 0 0.00073217569309986478 0.018624604037254612 0 -0.003232553915599116 0 0 0 -0.004461576107454221 1.6483597245986277e-05 0.010496095441841245 -0.0015158416659798149 -0.00024791963618423424 0 0.0063807319459180944 0.0072511956448784616 0 -0.010126601578948596 -0.0053519022893016724 0.009732266039711961 0 0 0.0022790693742392688 -0.012162404825707232 0 0 0 0.010537123268657503 0.00040229477169384065 0.0028864105241488925 -0.0029784260669825998
leaf_weight=121.81876647098034 58.642303345299297 1.5326919030267161 52.248884095912217 132.12971086231119 13.141132653428942 4.7540189319988704 1.2728606760501859 5.0370409135357477 2.6016012261825381 3.666292443376733 7.0809562261274603 1.4344628218677824 6.4943700407748093 2.5525116225398961 0.94774396740831379 0.34344558395969205 21.74592617320377 693.39220849437697 160.88053019212384 6.5513810174888922 368.00447643247026 18.589161317082471 6.637867022858698 132.09878601384844 7.5468210809340226 191.13072321643904 272.86570970068351 12.783523419144332 7.2496720034105229 40.235184564458905 4.2135859362897454 29.159409951273119 5.5597094356780872 80.973953150176385 496.63770186140027 88.39078558122128 42.624066247532028 395.05489451345056 519.50738263959647
leaf_count=129979 60779 1493 55722 145169 13341 5936 1438 5181 2337 2357 6411 1051 6106 2764 821 429 25091 428338 176735 8816 173603 21358 5105 132686 4701 236040 269227 7751 6028 35267 3877 30195 5298 81118 351831 88765 41596 195768 93610
internal_value=0 -0.000511515 -0.00127042 -0.00286993 0 0.00369477 -8.5498e-05 2.35653e-05 0.00290457 0.00600044 0.0118203 0.0133311 0 0 0.00357301 0.00506731 0 0.000219049 0.00414013 0.00834766 -0.000151667 -0.00279185 -0.00723767 0.0017842 0.0051043 -0.0091789 -0.000608798 -0.00264702 0.00379859 -0.00422989 -0.000887942 -0.00412827 0.00182638 0.000253848 0.00142849 0.00595543 -0.000131802 0.00107759 -0.00225155
internal_weight=0 330.742 325.365 184.379 140.987 19.168 6.02688 3686.79 26.3147 21.2777 11.117 8.51542 10.1607 5.37639 2.82388 1.87614 3660.48 1285.97 259.447 167.432 2374.5 383.309 221.917 161.392 139.646 209.72 1026.53 333.134 20.0332 313.101 92.0153 87.8017 12.1976 1991.19 666.002 169.365 1325.19 763.059 562.131
internal_count=2864118 357092 351585 200891 150694 20715 7374 2507026 23443 18262 9799 7462 8463 5507 2743 1922 2483583 1027013 280402 185551 1456570 430279 267801 162478 137387 257398 746611 318273 13779 304494 94851 90974 10403 1026291 521714 169883 504577 369371 135206
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=17830153 259 578 12869650 8650832 188 226 91170 123938 768 512 12847620 257 9 2621460
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=40
num_cat=23
split_feature=2 9 1 2 2 0 1 2 0 0 2 0 0 0 0 0 0 0 0 2 9 2 9 1 2 1 0 2 1 0 2 0 1 2 2 0 2 1 0
split_gain=0.00438926 0.131993 0.551685 0.848407 0.566047 0.475781 0.444116 0.531796 0.553752 0.423238 0.39615 0.205113 0.158561 0.261443 0.114847 0.15013 0.374875 0.0836571 0.186654 0.18149 0.227181 0.13434 0.0567266 0.491445 0.985879 0.692209 0.508986 0.839569 0.488619 1.6722 0.45558 0.450473 0.537452 0.453685 0.334236 0.234709 0.0809812 0.0491538 0.0416811
threshold=0 1 2 3 4 7.5000000000000009 5 6 23.500000000000004 2.5000000000000004 7 32.500000000000007 1.5000000000000002 1.0000000180025095e-35 47.500000000000007 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 11.500000000000002 8 9 10 11 12 13 14 2.5000000000000004 15 16 3.5000000000000004 17 9.5000000000000018 18 19 20 9.5000000000000018 21 22 39.500000000000007
decision_type=9 1 1 9 9 2 1 9 2 2 9 2 2 2 2 2 2 2 2 9 1 9 1 1 9 1 2 9 1 2 9 2 1 9 9 2 9 1 2
left_child=17 6 3 5 -4 -3 10 -8 -9 -5 -2 12 13 -12 15 16 -6 18 22 -20 37 -19 23 26 35 -26 36 -28 29 34 -31 33 -33 -30 -24 -25 -1 -21 -10
right_child=1 2 4 9 14 -7 7 8 38 -11 11 -13 -14 -15 -16 -17 -18 21 19 20 -22 -23 28 24 25 -27 27 -29 31 30 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 -0.001276850181532516 0.014582701549568193 0 -0.010644931045351832 -0.0063767969013656389 0 0.0024497435112944238 -0.0058221069913071749 0.0058267618981391245 0 0.003869081691614143 0 0.0077119334776315947 -0.0016327865997307356 0 -0.013307379408906951 0.0027801511136858908 0 0 0 0.0071997014797507038 -0.0058514720592843794 0 0 0 -0.014220261105288796 0.0082084261759795604 -0.0063040993236771247 0.0042402928090664272 0.0085276885798283644 -0.00026985744784747365 0 -0.012061179125363185 0 -0.0098247421775805345 0.0086047808124272707 0.0065733509734649826 -0.0032882987675885221 0
leaf_weight=0.91714850720018148 72.3759122991396 38.921561276256398 111.54278155854263 15.878007490740858 52.223283049715974 4.517645866253587 101.46981754037552 286.15193831477882 3.9948623187228796 9.4193369580752897 139.36236515470227 2.1614802189578759 150.68315501470352 64.482431600277778 0.37071887256752134 55.279034316688922 27.385566662931524 3.4292363426357042 10.945016724181185 6.1355909546546172 84.150490831001662 19.042794791705095 19.659009049857559 398.57231589151343 48.156185524221655 46.247451381579594 16.361438862571958 75.701130793349876 267.85056109286597 62.780273921613116 15.136975362242081 9.0924021931132284 22.112920190433218 1352.2329747165859 189.2461270461099 7.6657644366932791 217.6315310260361 5.4584785778715741 1.364706998952897
leaf_count=1042 75631 38174 112890 17778 60433 4475 112411 283709 2575 9594 155427 2074 123338 57982 462 55978 27630 3690 12798 1945 20367 4373 23226 172037 55806 60013 18595 34175 313112 22739 16194 4170 6136 593190 177402 2086 176815 2149 1532
internal_value=0 -0.000151029 -0.00191198 0.00295634 -0.00453708 0.0102184 0.000234245 -0.00169207 -0.00416034 -0.00354002 0.00263197 0.00423014 0.00492662 0.000859575 -0.00819764 -0.00909479 -0.000591016 7.63929e-05 0.000246565 0.00386509 0.00533037 -0.00359515 0 0.000740164 -0.000748958 -0.00851104 0.00380759 0 -0.000225864 -0.0038458 0.00520398 0.00030161 -0.0077342 0.000777829 -0.00886751 0.000983772 0.00644436 0 0.00456651
internal_weight=0 1137.58 315.538 68.7366 246.801 43.4392 822.047 392.981 291.512 25.2973 429.065 356.689 354.528 203.845 135.259 134.888 79.6088 2878.53 2856.05 106.69 95.7446 22.472 2749.36 811.253 500.642 94.4036 310.611 92.0626 1938.11 286.822 77.9172 1651.29 31.2053 1620.08 208.905 406.238 218.549 11.5941 5.35957
internal_count=2864153 1142093 327414 70021 257393 42649 814679 400227 287816 27372 414452 338821 336747 213409 144503 144041 88063 1722060 1713997 37259 24461 8063 1676738 520569 289942 115819 230627 52770 1156169 239561 38933 916608 10306 906302 200628 174123 177857 4094 4107
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=648052 9 552 2360330 18876544 209 12589056 1054720 16432 2 48 6 210 589908 260 73760 80 524372 290 57904 16640 65536 169
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=18
num_cat=4
split_feature=2 3 3 2 3 3 2 2 3 3 3 3 3 3 3 3 3
split_gain=0.00515909 0.0620782 0.0599966 0.100306 0.10066 0.0121841 0.0559377 0.0143739 0.0468347 0.0811053 0.0554665 0.00676411 0.020502 0.0393717 0.00349903 0.00261516 1.25785e-06
threshold=0 5.5000000000000009 8.5000000000000018 1 14.500000000000002 6.5000000000000009 2 3 5.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2.5000000000000004 36.000000000000007 1.5000000000000002
decision_type=9 2 2 9 2 2 9 9 2 2 2 2 2 2 2 2 2
left_child=1 14 5 -4 -5 7 -7 11 9 10 -9 -2 -13 -14 16 -3 -1
right_child=2 15 3 4 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0 0.00055891635187209669 0.0022351878326024514 0 -0.007984477692921696 0 0.003314476476872664 0 0 -0.0035118217395883294 0.0022192035200906254 -0.0021205481391533497 -0.0010028102440132224 0.0019377549876525833 0 -0.00029737613509412086 0 1.2074689987702517e-05
leaf_weight=2151.2451401972285 186.52949650639493 101.70235311972647 3.7095512118103215 16.719779924016628 3.4110807669931082 20.967488533933647 8.2022718687512697 300.59423896883891 20.773540095578937 78.540647931818967 154.8390521893707 173.87230688708951 74.854355729730742 78.170567836830742 365.30744289594259 0.058367169898700832 277.42669853139705
leaf_count=986760 171856 88482 3908 17908 3447 21747 7598 339167 21717 82092 171857 184053 70755 70287 360913 46 261538
internal_value=0 6.12734e-05 -0.000186916 -0.00345014 -0.00522872 0 0.00136593 -0.000102086 -0.000510807 0 -0.000754722 0 0 0 0 0.00218983 3.62136e-06
internal_weight=0 2895.74 1121.18 23.8404 20.1309 1097.34 29.1698 1068.17 554.747 533.974 455.433 513.427 326.897 153.025 2793.98 101.761 2428.67
internal_count=2864131 1697739 1166392 25263 21355 1141129 29345 1111784 614833 593116 511024 496951 325095 141042 1609211 88528 1248298
cat_boundaries=0 1 2 3 4
cat_threshold=10871508 3073 2344 4719626
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=7
num_cat=6
split_feature=2 1 2 2 1 2
split_gain=0.00202642 0.0815179 0.104457 0.0579062 0.0109562 0.00054205
threshold=0 1 2 3 4 5
decision_type=9 1 9 9 1 9
left_child=4 3 -3 5 -1 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00033764152572516096 0 0 -0.0025766831109116672 0.0012491315029331705 0 -0.00024032584755913751
leaf_weight=992.79860661364364 96.785762046318268 243.05732703774265 232.92235235497719 379.29855447534646 2000.0141047526886 71.237755110942089
leaf_count=741818 99038 272589 255641 350227 1053793 91033
internal_value=0 -0.00010673 -0.00120769 0.000356972 5.18445e-05 -6.77888e-05
internal_weight=0 1023.3 475.98 547.322 2992.81 168.024
internal_count=2864139 1068528 528230 540298 1795611 190071
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3006678 61 2080 17827872 962 2048
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=13
num_cat=12
split_feature=2 1 2 2 1 1 2 2 1 1 2 1
split_gain=0.00166709 0.0770482 0.0620711 0.0432981 0.0622492 0.0172049 0.249852 0.050431 0.0711639 0.00325955 0.0136524 0.00192682
threshold=0 1 2 3 4 5 6 7 8 9 10 11
decision_type=9 1 9 9 1 1 9 9 1 1 9 1
left_child=5 2 -2 11 -5 6 -1 9 -9 10 -7 -3
right_child=1 3 -4 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.0049915835334203677 0 0 -0.0022400615331932112 0 0.0018198637279088538 0 0 0 -0.0027423400331313122 0 0.001180688713705135 -0.00025806694170181428
leaf_weight=67.591737094146083 217.74454894050359 48.361366149489186 233.01775087570059 220.57155873576266 294.69898151012603 993.40475115285517 1041.0160584285331 72.923178856150116 124.45081084700905 356.23927570420346 82.498402120407263 263.52216535117623
leaf_count=73122 241049 52083 237069 186463 285679 320643 583276 117862 155145 239283 84535 287963
internal_value=0 -7.84423e-05 -0.00122295 0.000226948 0.000927084 5.55136e-05 0.000396572 -7.67849e-07 -0.00145566 3.00603e-05 0.000174385 -5.11067e-05
internal_weight=0 1277.92 450.762 827.154 515.271 2738.12 1108.61 1629.52 197.374 1432.14 1075.9 311.884
internal_count=2864172 1290306 478118 812188 472142 1573866 656398 917468 273007 644461 405178 340046
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2749132 898 264224 18090016 17 899 24708 2691648 24 44 524352 16
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=40
num_cat=15
split_feature=2 0 0 1 0 1 3 1 3 3 0 1 3 1 3 1 3 3 3 0 1 0 2 0 3 2 0 0 1 2 2 3 3 0 3 0 3 1 2
split_gain=0.00735527 0.0726532 0.420594 0.445392 0.378092 0.880434 0.324568 0.289806 0.182509 0.151948 0.126632 0.0951476 0.275247 0.173267 0.294341 0.121528 0.511968 0.0969933 0.118787 0.0691942 0.450485 0.486751 0.276729 0.394288 0.463789 0.223301 0.165165 0.132335 1.85306 0.749211 0.285193 0.256396 0.130855 0.130047 0.117893 0.0703281 0.0673291 0.0508207 0.219955
threshold=0 7.5000000000000009 23.500000000000004 1 5.5000000000000009 2 5.5000000000000009 3 1.5000000000000002 1.0000000180025095e-35 108.50000000000001 4 3.5000000000000004 5 10.500000000000002 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 7 20.500000000000004 8 34.500000000000007 5.5000000000000009 9 24.500000000000004 5.5000000000000009 10 11 12 13.500000000000002 4.5000000000000009 38.500000000000007 9.5000000000000018 92.500000000000014 6.5000000000000009 13 14
decision_type=9 2 2 1 2 1 2 1 2 2 2 1 2 1 2 1 2 2 2 2 1 2 9 2 2 9 2 2 1 9 9 2 2 2 2 2 2 1 9
left_child=1 4 3 -3 11 9 -7 8 10 -6 -4 17 15 14 -14 -13 -17 18 -1 27 21 25 26 24 -24 -21 -22 37 29 32 -30 -32 -29 -25 -27 -23 -31 -2 -39
right_child=19 2 7 -5 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 20 22 35 23 33 -26 34 -28 28 30 36 31 -33 -34 -35 -36 -37 -38 38 -40
leaf_value=0 0.00048005570762894487 0 0.013991314353682983 -0.011069311070669359 0 0.018068410653901659 0 0 0 -0.0060970785912498257 0 0 0.0098697219268827352 0 0 0 -0.0077306899004734187 -0.00045277658458532682 0.0043267206141187247 0 0.0077250880303379559 -0.0041983453235314508 -0.0081385908224948286 0.0062646853860809431 0.00026143250869065858 0.0096720606201662427 0 0.012765348499597219 0 -0.0055244429318055226 -0.014609255551961523 0 0 0 0 0 0 -0.0049094609677933741 0
leaf_weight=64.761027441716578 1624.2811617410698 37.581371340202168 5.962225129871511 35.300898470770335 8.0576724947895872 24.185670843067786 0.87214332664006988 3.8937792144788537 1.7044723776489261 13.646970524816423 0.44654286075092375 206.15308951670522 24.594257667362402 89.546191516128602 1.7300273749569886 138.27720509189021 140.09160488067573 34.272711574121786 86.899048360337474 7.4416506799316267 10.838619006375664 10.664891685621111 134.39821400781511 6.0740945972647733 4.8686418756988123 123.95884007049608 1.3341719085292414 56.461386344919447 4.5036141934542684 5.9804948155724551 84.51876525543048 0.10490749758900975 2.3756700730591538 4.4683333354041679 0.59177602073759672 0.52823897890630256 0.25275703275110561 56.732892306463327 959.596264200316
leaf_count=63823 987487 32508 7102 39161 7604 25598 1024 4705 1869 14205 471 217039 24516 86571 2305 153472 154724 36433 97132 7232 11777 7498 39648 585 1893 34179 1505 21201 4549 5574 25224 47 1819 2481 242 626 285 59292 680795
internal_value=0 -0.00026875 -0.00263294 -0.00681099 0 0.0067582 0.0137074 0.00233852 0.0080628 -0.00118305 0.0125927 -0.000580328 -0.00136005 0.00139529 0.00551416 -0.0026714 -0.00391797 0.000430345 0.00234686 3.72696e-05 0.00143979 0.00524631 -0.000883628 -0.00347971 -0.0060783 0.00793009 0.0034885 -2.32029e-05 -0.00267577 0.00610529 -0.0111081 -0.0127069 0.0107809 0.00168644 0.00868786 -0.0005721 -0.00268348 4.76768e-05 -0.000351805
internal_weight=0 917.977 84.8893 72.8823 833.088 46.7625 25.0578 12.007 8.11324 21.7046 6.40877 786.325 600.392 115.87 26.3243 484.522 278.369 185.933 151.66 3099.98 305.167 143.185 161.982 149.809 139.267 131.992 12.1728 2794.81 154.198 65.0703 89.1273 84.6237 58.8371 10.5424 124.551 11.1931 6.23325 2640.61 1016.33
internal_count=2864201 970262 85816 71669 884446 48431 26622 14147 9442 21809 7573 836015 638627 113392 26821 525235 308196 197388 160955 1893939 107666 49777 57889 44607 41541 41653 13282 1786273 58699 28879 29820 25271 23020 3066 34421 8124 5859 1727574 740087
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=17827899 329 323 115 578 36 257 165 590596 12636672 856 11272896 6307844 181 8978944
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=29
num_cat=28
split_feature=2 9 1 1 2 2 2 9 9 1 2 2 1 2 2 9 1 2 1 2 1 1 2 9 1 9 9 1
split_gain=0.00410928 0.0789866 0.286154 0.173176 0.125882 0.0860199 0.0854576 0.0850561 0.0516828 0.359878 0.175695 0.0985363 0.0801681 0.268723 0.164231 0.206474 0.171926 0.107986 0.0548123 0.0199311 0.125918 0.0135473 0.00853584 0.0291027 0.00752423 0.00579304 0.00369052 0.00189117
threshold=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
decision_type=9 1 1 1 9 9 9 1 1 1 9 9 1 9 9 1 1 9 1 9 1 1 9 1 1 1 1 1
left_child=1 3 19 4 -1 -4 24 -8 9 11 -11 -2 13 25 15 16 -14 -16 -17 20 -3 -19 26 -24 -5 -10 -15 -21
right_child=8 2 5 6 -6 -7 7 -9 12 10 -12 -13 14 22 17 18 -18 21 -20 27 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0036226435682459829 0.0040151419853134132 0.0037981896054523965 0 0 0 -0.0068499704648947533 0 -0.0033394362781748246 0.0045393052948981983 0 -0.009214155937724176 0 0 0.0003415884570922494 0 0.0018803562458452119 0.0081522551223549133 0 -0.0015218176092823129 0 0 -0.0021694592460007717 0 -0.0019662146483795926 0.00069258969464573196 0 0 -0.00059007134066821321
leaf_weight=163.51213156634185 25.729909181827679 62.078147690674086 46.347709430134273 17.609548708413058 129.54268701422552 63.035360949786991 6.5165226801618701 152.33158864609868 149.33999045958262 7.8780233045690693 33.6607591373795 1.9829049978288846 22.725474938153639 456.29969438642365 1798.4697184483448 32.621419509312545 44.086024740390712 37.95362777603259 85.803795720305061 12.81100228057039 49.10532911165501 282.78124358486093 8.9659336755721597 53.816209136020916 116.85918395791668 17.881650627474301 122.0545885363681 14.315360776323361
leaf_count=170031 6996 63457 49325 19276 134686 66481 7258 155263 159447 9128 23469 2524 23415 243270 791422 38477 40610 76531 90085 13926 51336 321785 10384 64101 126809 19273 70051 15534
internal_value=0 -0.000180277 -0.0016856 4.36828e-05 0.00202786 -0.00498243 -0.00104413 -0.00248628 6.27475e-05 -0.00184627 -0.00695605 0.00096703 0.000223257 0.00106339 0 0.0024735 0.0057299 -0.000349841 0 0 0.00114819 -0.00193119 0 -0.000793363 0 0.0042015 0.000182808 0
internal_weight=0 834.065 247.693 586.372 293.055 109.383 293.317 158.848 3182.05 69.2516 41.5388 27.7128 3112.8 808.358 2304.44 185.237 66.8115 2119.2 118.425 138.31 111.183 320.735 641.136 62.7821 134.469 167.222 578.354 27.1264
internal_count=2864350 873382 260059 613323 304717 115806 308606 162521 1990968 42117 32597 9520 1948851 566526 1382325 192587 64025 1189738 128562 144253 114793 398316 387806 74485 146085 178720 313321 29460
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=28318089 9 310 665 10485897 16783489 6400 8 8 132 42016 17520 98 81970 4981252 6 384 9296 384 2099464 50 8 4195392 4 2 3 5 260
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=9
num_cat=8
split_feature=2 1 1 2 2 1 1 1
split_gain=0.00397633 0.0799568 0.0129018 0.151731 0.0622975 0.00889082 0.00627454 0.000696669
threshold=0 1 2 3 4 5 6 7
decision_type=9 1 1 9 9 1 1 1
left_child=1 7 3 -2 6 -6 -4 -1
right_child=2 -3 4 -5 5 -7 -8 -9
leaf_value=0.00028529385263216213 0.0024909116344397132 -0.0015766017167150878 0 0 0.00033239765405498705 0 -0.0016151224712458723 0
leaf_weight=187.23687527177026 227.18343890744291 288.95753653962674 47.05808237662859 1549.6139264151534 872.018245986892 389.3783468578622 226.13214383460581 228.5473905020699
leaf_count=190458 219293 290042 54546 801538 491168 373375 224039 219721
internal_value=0 -0.000197311 5.66865e-05 0.000277295 -8.77134e-06 9.50923e-05 -0.00139712 0.000157287
internal_weight=0 704.742 3311.38 1776.8 1534.59 1261.4 273.19 415.784
internal_count=2864180 700221 2163959 1020831 1143128 864543 278585 410179
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=22545675 369 654 2371604 2371604 49 64 304
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=12
num_cat=11
split_feature=2 1 2 2 1 2 2 1 1 1 1
split_gain=0.0029117 0.0988684 0.122901 0.0776163 0.037977 0.0747081 0.0519863 0.042309 0.0340532 0.000430936 0.00013043
threshold=0 1 2 3 4 5 6 7 8 9 10
decision_type=9 1 9 9 1 9 9 1 1 1 1
left_child=4 2 -2 8 6 7 -1 -6 -3 -5 -7
right_child=1 3 -4 9 5 10 -8 -9 -10 -11 -12
leaf_value=0 0 0.0020735472802077058 -0.0031420719703299828 0 0 3.8430486064957621e-05 -0.0016264294245420239 0.00287172342858947 0 -0.00038617124408977751 0
leaf_weight=1062.3401212550307 170.9246162987547 225.25806892510445 184.81458262420347 69.996927733947814 68.06870776451251 843.13276279246566 179.49395835512769 147.54024403282165 178.47550309394137 238.9534780527465 647.15296261566618
leaf_count=447367 177800 209627 153996 83720 73802 409524 247625 164743 167220 276047 452752
internal_value=0 -0.00012766 -0.00156194 0.000234653 6.08229e-05 0.000435137 -0.000216863 0.00205511 0.00132748 -0.000322184 0
internal_weight=0 1068.42 355.739 712.684 2947.73 1705.89 1241.83 215.609 403.734 308.95 1490.29
internal_count=2864223 1068410 331796 736614 1795813 1100821 694992 238545 376847 359767 862276
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=648142 259 17045537 14943248 588 606348 533312 1 588 20 259
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.000955327 0.000209035
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00010092775038539658 0 5.9812912750830154e-05
leaf_weight=738.48280328897454 2278.7116936053899 999.41134102331671
leaf_count=791066 1016275 1056873
internal_value=0 2.21186e-05
internal_weight=0 3278.12
internal_count=2864214 2073148
cat_boundaries=0 1 2
cat_threshold=17830713 786496
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=5
num_cat=4
split_feature=2 1 1 1
split_gain=0.00192358 0.0307186 0.00790622 1.08953e-06
threshold=0 1 2 3
decision_type=9 1 1 1
left_child=1 3 -2 -1
right_child=2 -3 -4 -5
leaf_value=0 0.00025270201220362564 -0.00084450634906533335 0 5.9402915083532845e-06
leaf_weight=109.24475899241224 1280.4480142209795 410.57965663585856 1947.2868633772914 268.76256469271539
leaf_count=119036 988905 437939 1039900 278438
internal_value=0 -0.000129951 4.0057e-05 0
internal_weight=0 788.587 3227.73 378.007
internal_count=2864218 835413 2028805 397474
cat_boundaries=0 1 2 3 4
cat_threshold=28578209 665 482 128
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=11
num_cat=10
split_feature=2 1 1 2 2 2 2 1 1 2
split_gain=0.00215056 0.119886 0.0438147 0.240164 0.124577 0.0309094 0.0259215 0.0059737 0.00345926 0.00593247
threshold=0 1 2 3 4 5 6 7 8 9
decision_type=9 1 1 9 9 9 9 1 1 9
left_child=2 6 3 -1 8 -3 -2 -6 9 -4
right_child=1 5 4 -5 7 -7 -8 -9 -10 -11
leaf_value=0.0030319701645988789 0 0 0 0 0 -0.0021693427627488262 0.00097280878220109819 -0.0019667387777739954 0 0.00089675805959771977
leaf_weight=266.54653563259853 96.419631273165578 115.12892437911069 747.66831664392521 840.59132801730811 64.287529175242526 262.38635780946061 371.62091739421885 309.43614744928982 844.60969459042099 97.715851437773381
leaf_count=287817 89782 115110 290165 564012 69193 274737 393946 350628 330778 97996
internal_value=0 -0.000134368 4.14515e-05 0.000599853 -0.000121223 -0.00161374 0.000501474 -0.00174561 9.66362e-05 0.000239633
internal_weight=0 845.556 3170.86 1107.14 2063.72 377.515 468.041 373.724 1689.99 845.384
internal_count=2864164 873575 1990589 851829 1138760 389847 483728 419821 718939 388161
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2221926 789 226 91170 2130756 4194448 22020112 16 265 2097216
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=7
num_cat=6
split_feature=2 1 1 2 2 2
split_gain=0.00269282 0.0465053 0.028671 0.0525882 0.0274122 7.98986e-06
threshold=0 1 2 3 4 5
decision_type=9 1 1 9 9 9
left_child=1 -1 4 5 -2 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-6.6871691283733697e-05 0.0011109813067757641 0.0010872913862090361 0 -0.0017276790952252545 0 -7.0496656474244271e-06
leaf_weight=253.04590126236508 227.8415905655238 374.31323893558329 73.022266698244493 214.27329499596817 1305.7150669680959 1567.6900867798176
leaf_count=293096 222733 401069 68506 229345 690625 958935
internal_value=0 0.00019612 -1.91663e-05 -0.000349794 0.000188834 0
internal_weight=0 627.359 3388.54 1854.99 1533.56 1640.71
internal_count=2864309 694165 2170144 1256786 913358 1027441
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2744348 537 57 7648 12583683 5120
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=7
num_cat=6
split_feature=2 9 9 2 2 2
split_gain=0.00244537 0.0137057 0.00135272 0.188798 0.0208852 0.00142505
threshold=0 1 2 3 4 5
decision_type=9 1 1 9 9 9
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=0 0.0036025771214251464 -0.00087906254528900417 0.00075739000922287608 -0.003430371765412818 1.2745730812460823e-05 -0.00016321470958518077
leaf_weight=573.06442030251856 18.863377635512734 162.67834132202915 356.7571716870516 55.519214027488488 2369.3308354191031 480.25649381036965
leaf_count=619517 20962 181391 383472 25925 1117166 515692
internal_value=0 -0.000157774 3.93554e-05 0 7.58684e-05 0
internal_weight=0 735.743 3280.73 74.3826 3206.34 2849.59
internal_count=2864125 800908 2063217 46887 2016330 1632858
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=22286761 5 8 10546176 598534 2097232
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=40
num_cat=22
split_feature=2 1 3 11 3 3 3 2 11 2 2 3 2 2 3 1 1 3 3 1 3 1 2 3 1 3 3 3 3 1 3 1 1 3 2 11 3 1 1
split_gain=0.00393536 0.0981568 0.297808 0.30951 0.306092 0.267518 0.748889 0.266789 0.266337 0.242425 0.112374 0.057212 0.226173 0.0895311 0.0393109 0.450351 0.0803771 0.0472119 0.0627949 0.119009 0.0838683 0.417789 0.0340041 0.0738054 0.0308534 0.0280884 0.171012 0.026186 0.144897 0.329445 0.020882 0.154335 0.0612973 0.0188261 0.0182751 0.0120329 0.0107005 0.0102826 7.34822e-05
threshold=0 1 3.5000000000000004 2 4.5000000000000009 3.5000000000000004 4.5000000000000009 3 4 5 6 6.5000000000000009 7 8 8.5000000000000018 9 10 6.5000000000000009 4.5000000000000009 11 3.5000000000000004 12 13 22.500000000000004 14 7.5000000000000009 5.5000000000000009 6.5000000000000009 4.5000000000000009 15 2.5000000000000004 16 17 14.500000000000002 18 19 36.000000000000007 20 21
decision_type=9 1 2 9 2 2 2 9 9 9 9 2 9 9 2 1 1 2 2 1 2 1 9 2 1 2 2 2 2 1 2 1 1 2 9 9 2 1 1
left_child=14 5 9 4 7 10 8 -4 -7 34 -2 12 -6 -13 16 36 17 18 20 -20 24 -22 25 -24 -1 26 -8 28 30 -30 32 -32 -18 -27 -3 -12 -16 -19 -29
right_child=1 2 3 -5 11 6 22 -9 -10 -11 35 13 -14 -15 15 -17 27 37 19 -21 21 -23 23 -25 -26 33 -28 38 29 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.00086892963888755739 0.0027044861386576846 0 0 0.0063151733903467414 0.012906205811672658 0 -0.014253040494824072 0 -0.0036754124258367364 -0.0018567829108882918 0 -0.00027684116541509297 -0.0054929462601702173 0.011753742382920618 -0.0010615018783289817 0 0 0.005830991242350916 0 0.0011132406858829268 -0.0081968385092584597 -0.0048739244175693133 0 0.0010723411252066212 -0.0021463186672580005 0.0063210033168261195 0 0 -0.0090448951083407971 0.0044587874419069577 -0.00014246802376638343 -0.0011308229980382313 0 0 0 0 -0.0014297053739667075 0.00011368777583506446
leaf_weight=307.46316341237252 139.38749415503844 100.15818089295499 9.9981955766270403 1.7613322634715576 17.369387474776886 47.01187496532657 16.766157157471753 22.96799269708572 1.0301777406421013 79.365345753689326 314.16147969489975 9.9856171266874298 20.157377949624788 7.6122384658228848 13.807256381020121 14.561814916465666 821.92198978702072 2.4034740313654765 35.541367005411303 13.073880750655006 29.170282136285095 25.331258674581477 18.341518692745016 0.052973673213272288 847.69058950324506 10.866871446552976 19.831084591183753 3.5898265364012332 35.204294214170659 24.794271062983171 37.513823406137817 150.71656762150087 646.38418393211396 1.7435935973480798 134.98689635010305 3.6931409795943173 0.043136371561559694 13.747315196713318 16.853150498172912
leaf_count=118224 130848 107751 9524 1854 17294 42001 15491 24986 666 90403 339856 10608 21989 8076 10346 14502 321796 1773 32859 16165 27193 34336 18307 64 582802 11131 18331 3193 27551 27112 42076 131473 427260 1740 142635 3090 34 13898 14881
internal_value=0 -0.000181476 -0.00147565 -0.0057539 -0.00773373 0.000279203 0.00428614 -0.0126801 0.0114125 0 -0.000314281 0 0.000675933 -0.00337219 4.35909e-05 0.00261351 0 0.000586878 0.00084565 0.00418722 0.00037127 -0.00187578 0 -0.00241313 0.000775219 0 0.00205369 -0.000444471 -0.000593352 -0.00472159 -0.000184623 8.45283e-05 -0.000420355 0 0.00171767 -0.00170183 0.00948142 -0.000390481 0
internal_weight=0 977.249 404.363 89.8521 88.0908 572.886 115.644 32.9662 48.0421 314.51 457.242 55.1246 37.5268 17.5979 3039.81 28.4122 3011.4 1274.42 1258.27 48.6152 1209.66 54.5015 67.6022 18.3945 1155.15 49.2077 36.5972 1736.98 1716.54 59.9986 1656.54 188.23 1468.31 12.6105 235.145 317.855 13.8504 16.1508 20.443
internal_count=2864119 1016645 435120 94331 92477 581525 107731 34510 42667 340789 473794 57967 39283 18684 1847474 24882 1822592 827250 811579 49024 762555 61529 65064 18371 701026 46693 33822 995342 977268 54663 922605 173549 749056 12871 250386 342946 10380 15671 18074
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=10872036 301 1 2048 1 2314 4723216 538 6400 85 682 672 130 1048843 2 273 64 20 10 1 514 16
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=40
num_cat=14
split_feature=2 0 1 0 1 1 0 3 3 3 0 0 1 1 3 3 3 0 3 0 3 0 1 3 2 0 2 1 2 3 0 0 1 3 2 3 3 3 2
split_gain=0.00683218 0.0913214 0.38504 0.249703 0.75415 0.215193 0.214868 0.221615 0.205869 0.16035 0.142773 0.105084 0.3148 0.236936 0.218789 0.150051 0.0744734 0.0743668 0.0693748 0.0627998 0.0617621 0.057218 0.288905 0.465806 0.298319 0.494151 0.238895 0.234957 0.139659 0.123766 0.115682 0.0931201 0.903568 0.328364 0.295922 0.254702 0.0984103 0.198243 0.424168
threshold=0 7.5000000000000009 1 4.5000000000000009 2 3 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 4 5 5.5000000000000009 4.5000000000000009 6.5000000000000009 28.500000000000004 2.5000000000000004 29.500000000000004 31.500000000000004 7.5000000000000009 6 5.5000000000000009 7 19.500000000000004 8 9 10 9.5000000000000018 23.500000000000004 6.5000000000000009 11 2.5000000000000004 12 13.500000000000002 4.5000000000000009 9.5000000000000018 13
decision_type=9 2 1 2 1 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 9 2 9 1 9 2 2 2 1 2 9 2 2 2 9
left_child=1 3 10 5 9 6 18 -8 -6 -5 -3 13 16 -7 -14 -15 -13 -4 -1 -12 -20 31 24 26 -23 -26 -24 -28 29 -25 -29 36 33 34 -33 -34 -2 38 -38
right_child=21 2 17 4 8 11 7 -9 -10 -11 19 12 14 15 -16 -17 -18 -19 20 -21 -22 22 23 28 25 -27 27 30 -30 -31 -32 32 35 -35 -36 -37 37 -39 -40
leaf_value=0.0020667378271405673 0.00024236095615602505 -0.00018809072802172005 -0.010805780289276883 0.01600167669002114 0 0.00078914698786091287 -0.0073586389584496528 0 -0.0070279817664228323 0 0.0062473487537829404 -0.0024516670599450496 0.0078822633169074157 -0.0067067153498572762 0 0 0.0009249773500259608 0 -0.0039770290980802418 0 0 0 0 0.013526222220870486 0.0093119781354210496 0 0 -0.0094822015679494383 0 0 0 0.010562950085257554 -0.014009023593128994 0 0 0 0 0.00049749281597377031 -0.0091132766212064214
leaf_weight=61.10174088452186 2752.4272053978893 11.040539174129661 24.903019163088178 21.701933544223724 27.306231073009258 106.77130966794357 96.251561740511534 16.825232306371618 11.929232550784944 1.4076070765877364 22.634193584322933 88.825917217538517 78.405512843681208 60.021918614016613 7.2852758579319916 6.9308479240789884 5.6607650862861183 2.7824595745041725 28.307589627060228 1.5080764251906646 0.013961341610410183 9.6458681736112322 22.950700940971728 6.0752707581268623 108.97062327089952 10.578766538514172 93.228934821694565 65.715754962402571 1.167807795027328 0.45286032243166108 8.681305308651643 23.994256414531264 36.833333352871705 4.5420562164144931 3.8383321908477255 0.044580892601515099 124.53193394015398 17.732371716323541 44.681543830010924
leaf_count=70463 1773407 7510 30082 22304 26425 133990 108882 16962 11943 1162 16478 85307 85310 63737 7788 8422 4640 3240 30068 1853 14 9440 19327 2912 28431 7178 24475 35807 1192 373 5833 8006 13838 3664 3974 28 112891 16009 60811
internal_value=0 -0.000300769 -0.0032475 0 0.00494772 -0.00063497 -0.00312602 -0.00568265 -0.000368349 0.0124559 0 0.000217599 0.00222185 -0.000398918 0.00577065 -0.00464778 0 -0.00844729 0 0.00513256 -0.0022854 3.0023e-05 0.00126756 -5.1692e-05 0.00452395 0.00646253 -0.00289233 -0.0045159 0.00863922 0.00951233 -0.00770875 -1.70318e-05 -0.00306448 0.00326888 0.00850264 -0.0109361 0 -0.00194495 -0.00374319
internal_weight=0 681.615 62.8683 618.747 62.345 556.402 202.5 113.077 39.2355 23.1095 35.1828 353.902 180.177 173.724 85.6908 66.9528 94.4867 27.6855 89.4233 24.1423 28.3216 3336.09 327.468 198.273 129.195 119.549 190.577 167.626 7.69594 6.52813 74.3971 3008.63 69.2526 32.3746 27.8326 36.8779 2939.37 186.946 169.213
internal_count=2864176 736580 59163 677417 61834 615583 226389 125844 38368 23466 25841 389194 183045 206149 93098 72159 89947 33322 100545 18331 30082 2127596 134968 89919 45049 35609 85442 66115 4477 3285 41640 1992628 29510 15644 11980 13866 1963118 189711 173702
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=22286379 195 62 212 257 33 37 2114064 2688512 266 8455632 728 8915140 10064
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=40
num_cat=16
split_feature=2 1 3 0 3 0 3 1 0 3 3 2 1 0 1 0 2 3 1 2 0 0 0 0 0 0 0 1 0 0 1 2 2 0 2 0 2 0 1
split_gain=0.00458562 0.12804 0.492515 0.0686092 0.164864 0.0693259 0.0536387 0.602091 0.486854 0.203332 0.168241 0.474831 1.03422 0.516632 0.775803 0.196101 0.152608 0.192042 0.142948 0.312909 0.348335 0.134355 0.124267 0.172836 0.108979 0.103764 0.0873835 0.737359 0.739266 0.32037 0.572129 0.308101 0.244322 0.0794043 0.186406 0.101232 0.0859153 0.0711881 0.063557
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 15.500000000000002 5.5000000000000009 2 6.5000000000000009 10.500000000000002 3.5000000000000004 3 4 6.5000000000000009 5 10.500000000000002 6 11.500000000000002 7 8 4.5000000000000009 15.500000000000002 1.5000000000000002 12.500000000000002 18.500000000000004 1.0000000180025095e-35 4.5000000000000009 9 24.500000000000004 2.5000000000000004 10 11 12 1.5000000000000002 13 1.0000000180025095e-35 14 3.5000000000000004 15
decision_type=9 1 2 2 2 2 2 1 2 2 2 9 1 2 1 2 9 2 1 9 2 2 2 2 2 2 2 1 2 2 1 9 9 2 9 2 9 2 1
left_child=1 2 -1 -4 5 -5 10 8 33 21 18 13 -13 14 -12 -14 -9 24 19 20 -2 -10 -21 -24 25 -18 29 28 -28 31 -31 -20 -29 34 35 -8 -35 -38 -15
right_child=6 -3 3 4 -6 -7 7 16 9 -11 11 12 15 38 -16 -17 17 -19 26 22 -22 -23 23 -25 -26 -27 27 32 -30 30 -32 -33 -34 36 -36 -37 37 -39 -40
leaf_value=-0.010874567921640882 0.010288431644909278 0 -0.00069490467767016671 0.0067696454206067781 0 0 0 0 0.020040415928056693 0 0.010812162926584962 0.00070235929710076245 -0.017119231254456215 0 -0.00049332483882735714 0 0 0 0.0035969329917996777 -0.0019988660297974165 0 0 0.0043599340620037409 0 0 -0.010902208147616214 0.012109154262438887 0.00020315034483404587 -0.0010653159072660551 -0.0075210800214695938 0 -0.00029479329504063608 -0.0047575052515189961 0 0 0.010072863464522101 -0.0071340893720859668 0 -0.0079883199758375573
leaf_weight=23.84945632822928 51.578950140174129 615.43217463248948 20.344834855903173 35.54232304875768 3.7545745425159103 0.52969408205535629 14.9261962583696 16.070787009346532 7.424696050540657 0.51584036982967596 47.375788183686382 31.482745007477206 43.547461100032706 3.3178944218088873 64.4130348754843 1.5288661375379877 9.9651627026469196 2.7188411807001094 186.77146064299632 117.82149325385035 11.460419523951712 1.2204918781644662 95.224981785140699 7.489655637778923 0.37381152497255143 23.707950270822039 78.672790575372346 365.17658352961007 3.3534027274872633 123.63644291190212 237.96953557876259 1653.8958744962256 68.970318062456499 4.5340394968225155 8.0162276118717291 9.0537607766746078 8.7468307396411564 5.5787031572181141 12.027318965643643
leaf_count=25785 48343 671029 22053 38488 3959 677 14065 14500 2974 360 34824 42910 54616 2008 59750 1009 9790 1900 212297 103503 11771 697 53913 4071 192 16217 59008 77416 3943 61342 101359 1016322 50810 3784 13447 7994 8390 4125 4659
internal_value=0 -0.000248109 -0.00327049 0 0.00307855 0.00591339 1.00169e-05 0.00193834 0.00781385 0.0172505 0 -0.00264588 -0.0074009 0 0.00418377 -0.014256 -0.00220406 -0.00514429 0.000123702 0.00213562 0.00671916 0.0188194 0 0.00221657 -0.00815196 -0.00916296 -5.78799e-06 0.00099655 0.00803437 -0.000385371 -0.00300452 8.7309e-06 -0.000287074 0 0.00317513 0.0062373 -0.00185999 -0.00435045 -0.00769419
internal_weight=0 699.453 84.0209 60.1714 39.8266 36.072 3318.57 112.853 60.0168 9.16103 3205.72 203.693 76.5591 127.134 111.789 45.0763 52.8366 36.7658 3002.02 283.576 63.0394 8.64519 220.536 102.715 34.0469 33.6731 2718.45 516.173 82.0262 2202.27 361.606 1840.67 434.147 50.8558 31.9962 23.98 18.8596 14.3255 15.3452
internal_count=2864300 761991 90962 65177 43124 39165 2102309 98435 55836 4031 2003874 199776 98535 101241 94574 55625 42599 28099 1804098 221601 60114 3671 161487 57984 26199 26007 1582497 191177 62951 1391320 162701 1228619 128226 51805 35506 22059 16299 12515 6667
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=22021027 516 220 2955328 340 539 40972 544 8979484 192 152 10547200 2097244 2100316 2367488 290
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=14
num_cat=13
split_feature=2 11 1 2 1 1 2 2 2 2 2 1 1
split_gain=0.00136196 0.0310238 0.14433 0.141098 0.0232514 0.00762423 0.193912 0.0892484 0.0148862 0.00711295 0.00574454 0.0351986 0.00185971
threshold=0 1 2 3 4 5 6 7 8 9 10 11 12
decision_type=9 9 1 9 1 1 9 9 9 9 9 1 1
left_child=4 5 9 -4 -1 6 8 12 -2 -3 -9 -12 -7
right_child=1 2 3 -5 -6 7 -8 10 -10 -11 11 -13 -14
leaf_value=0 0.0014221441378475775 0 0.0081449581858864719 0 -0.00075268754934550131 0 -0.0026952763069488022 0 0 -0.0011988864676444558 0 -0.0019339974659306012 0.0015202185575482917
leaf_weight=179.52707028177247 48.713693316582066 1.2066509820870122 13.501141034066675 2.2255004201433648 392.97529717102225 117.0158757144236 231.17677719846688 1580.1624466786052 831.88943119097166 9.4872883117932343 173.15211301914678 75.207733530403857 360.56098561308318
leaf_count=193244 54039 1113 4751 1782 420913 101071 255049 618680 540200 3542 191005 114177 364590
internal_value=0 1.73173e-05 0.00234888 0.00561121 -0.000143283 0 -0.000229278 8.17916e-05 0.000181206 0 -9.98987e-05 -0.000514033 0.00131102
internal_weight=0 3444.3 26.4206 15.7266 572.502 3417.88 1111.78 2306.1 880.603 10.6939 1828.52 248.36 477.577
internal_count=2864156 2249999 11188 6533 614157 2238811 849288 1389523 594239 4655 923862 305182 465661
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=20451363 1 70 8650968 322 354 4277592 8662660 81928 2304 4227392 517 1
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=40
num_cat=13
split_feature=2 0 3 0 0 1 3 1 9 1 3 0 1 0 0 3 9 3 0 3 0 9 3 3 3 1 3 0 0 9 1 0 3 1 1 0 3 0 0
split_gain=0.0025155 0.109571 0.362825 0.663066 0.206909 0.247419 0.28163 0.200521 0.143421 0.0597442 0.20043 0.0457051 0.0449892 0.402377 0.904031 2.09397 0.52971 0.430347 0.309018 0.698591 0.534367 0.268943 0.444047 0.097303 0.0628217 0.0344079 0.0343461 0.0259452 0.0170648 0.181156 0.918311 0.501191 0.372254 0.854146 0.839371 0.635432 0.543887 0.514504 0.286912
threshold=0 9.5000000000000018 2.5000000000000004 31.500000000000004 8.5000000000000018 1 3.5000000000000004 2 3 4 4.5000000000000009 48.500000000000007 5 2.5000000000000004 4.5000000000000009 2.5000000000000004 6 2.5000000000000004 2.5000000000000004 1.5000000000000002 4.5000000000000009 7 6.5000000000000009 16.500000000000004 3.5000000000000004 8 11.500000000000002 108.50000000000001 9.5000000000000018 9 10 17.500000000000004 1.0000000180025095e-35 11 12 10.500000000000002 6.5000000000000009 16.500000000000004 32.500000000000007
decision_type=9 2 2 2 2 1 2 1 1 1 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 1 1 2 2 1 1 2 2 2 2
left_child=1 4 3 7 12 6 -6 -3 -9 -4 11 -11 18 16 15 -15 26 -16 21 20 -20 -1 -23 -18 -21 27 -14 -5 -2 32 -31 -32 33 38 -34 -36 -37 -35 -30
right_child=28 2 9 25 5 -7 -8 8 -10 10 -12 -13 13 14 17 -17 23 -19 19 24 -22 22 -24 -25 -26 -27 -28 -29 29 30 31 -33 34 37 35 36 -38 -39 -40
leaf_value=0.0015177488743272078 0 0 0 0.0045925844328654373 0.015552955888952917 0 0 0 -0.016329789335105593 0.0096339292490667545 0 0 0.0036577755380240843 -0.021464301623177195 0.0074523967251319007 0.0030675589829732863 -0.0063235229564449691 -0.0038398661388525327 0.016217025170101977 -0.0035727595395007097 0 -0.0066243666814652206 0.0023166336085679029 0 0 0 0 0 0.015725240275110946 -0.0034766458042315772 0.016724207204832784 0 0.0019792363645834174 -0.0096811642208445032 0 -0.019090314524205291 0 0.0014157034834134182 0
leaf_weight=59.453248121350043 3068.2765960199713 2.7764060023037018 4.0622249894659035 3.4471483886445644 5.4534560586835124 4.6755175738726393 0.9282760115165728 1.8934854465260287 24.478561129348243 4.6391086108924338 3.3855118069332093 0.2357068239361978 215.87946810089852 43.795081589414622 36.03086403207999 20.431981658795848 62.832052392670448 13.658844639932793 27.60634736699285 19.728117951621243 22.423614642852044 132.68270356984067 5.1796670574985901 0.17696263379184429 13.390287391994205 2.5973907639126983 2.4389874384505665 0.30894633337447874 24.901161179732302 16.877539169669035 31.399159622167645 11.711867284146136 26.34356648769608 27.051071123161819 8.4050945997441868 36.574666643682576 1.6030076831812028 29.955863733310252 0.89370721662999031
leaf_count=61466 2022893 2829 3000 3006 3041 4875 475 1779 21254 3353 2152 289 222795 46360 35557 22433 68548 14384 25949 17902 16504 145354 5489 171 11896 2305 2425 285 5071 10446 14567 7299 10645 5987 5754 31038 759 3588 361
internal_value=0 -0.000180209 -0.00379562 -0.00851519 0 0.00705526 0.00986948 -0.0138708 -0.0142011 0 0.00351846 0.00889268 -0.00018969 -0.00104357 -0.00559221 -0.0119844 0.000162551 0.000306741 6.34722e-05 0.00499845 0.0110695 -0.00107879 -0.0039141 -0.00489989 -0.000321976 0 0.00331118 0.00280421 0 0.000833362 0.00445245 0.0113455 0 0.00270805 -0.00530376 -0.0112864 -0.0166161 -0.00172607 0.0117473
internal_weight=0 734.59 47.8245 35.5019 686.765 11.0572 6.38173 29.1485 26.372 12.3226 8.26033 4.87482 675.708 395.244 113.917 64.2271 281.327 49.6897 280.464 83.1484 50.03 197.316 137.862 63.009 33.1184 6.35349 218.318 3.75609 3283.99 215.717 59.9886 43.111 155.728 82.8018 72.9263 46.5828 38.1777 57.0069 25.7949
internal_count=2864284 745876 40252 31458 705624 8391 3516 25862 23033 8794 5794 3642 697233 412673 118734 68793 293939 49941 284560 72251 42453 212309 150843 68719 29798 5596 225220 3291 2118408 95515 32312 21866 63203 15007 48196 37551 31797 9575 5432
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=20714657 143 128 8 556 281 5 6 108 1 658 402 9
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00319569 0.000813723
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00016230214417201549 0 -0.00012384343074092619
leaf_weight=934.69232979042408 2180.2004899228341 901.43354659577381
leaf_count=1024438 922921 916924
internal_value=0 -4.48582e-05
internal_weight=0 3081.63
internal_count=2864283 1839845
cat_boundaries=0 1 2
cat_threshold=11395214 576
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=11
split_feature=2 0 0 9 0 9 0 0 0 0 12 0 0 9 2 2 0 0 0 0 0 0 0 2 9 0 9 0 9 0
split_gain=0.00170019 0.0423904 0.0788418 0.0572563 0.0490078 0.028211 0.165673 0.36774 0.161975 0.410417 0.0278217 0.243404 0.0216269 0.0935518 0.456687 0.294411 0.282801 0.354602 0.200508 0.180326 0.17915 0.229928 0.10676 0.0386535 0.0157313 0.0198481 0.00617712 0.00565429 0.000784064 0.000706531
threshold=0 23.500000000000004 32.500000000000007 1 9.5000000000000018 2 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 3 4.5000000000000009 2.5000000000000004 4 5 6 8.5000000000000018 3.5000000000000004 11.500000000000002 19.500000000000004 6.5000000000000009 3.5000000000000004 42.500000000000007 7 8 1.0000000180025095e-35 9 14.500000000000002 10 1.0000000180025095e-35
decision_type=9 2 2 1 2 1 2 2 2 2 1 2 2 1 9 9 2 2 2 2 2 2 2 9 1 2 1 2 1 2
left_child=1 3 -3 27 5 8 -7 -8 -5 -10 12 29 23 15 20 19 17 -17 -18 -14 21 -15 -22 26 -25 -26 -2 -1 -6 -12
right_child=10 2 -4 4 28 6 7 -9 9 -11 11 -13 13 14 -16 16 18 -19 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0038115854668264791 -0.0008719258800006062 0.005700363184639106 0 0.0033227032525326491 0 -0.0010710096956846695 0.0065887655635658128 0 -0.0072374633189903519 0.0023195951596709881 0 -0.0085421775017006703 0.0076568902489464359 0.001719799213407841 -0.0083280701227961117 -0.0011665363402854727 -0.0064425559573017726 0.0036115110114130645 0 0 0.0053563959765660354 -0.0040297218726852079 0 0 0 -0.0045315827245875932 7.8347535798420565e-05 0 -0.0014013153679985574 0.0004379586288958486
leaf_weight=18.852980023941203 27.43976329504585 7.8281904104223923 7.7212569428374991 176.08065932590034 5.9359638606110821 397.372576161295 81.580331413646491 184.15144323419372 36.815690807583451 82.314479433531233 4.1414578621916025 7.1740138440363799 74.891105424947455 67.771884443456656 26.525562844719389 138.82318128811312 59.673033289967861 309.44250387643115 92.654049650460365 4.1440487662621299 70.759074637637241 94.113577003387036 1.0871021444327187 280.68370560668336 17.075335392022684 13.986350637354915 1670.5333366675841 0.94027738613658485 48.103970017502434 6.8353560514951823
leaf_count=24050 17805 7949 7892 195839 6115 449997 78024 178470 39704 88924 5058 8386 75278 26292 29730 54870 14015 90519 20690 4200 21835 32721 1061 305769 18535 15346 992695 883 43489 8016
internal_value=0 0.000123975 0.00311077 0 0.000164869 0.000598308 0 0.00198607 0.00137732 0 -9.72222e-06 -0.00240499 0 0.000415264 -0.000516567 0.00119209 0 0.00152418 -0.00306868 0.00578319 0.0003614 -0.000166741 0.0042311 -0.000155021 -0.00111277 -0.0029193 0 -0.00301618 -0.00140191 0
internal_weight=0 1047.7 15.5494 1032.15 1012.36 958.315 663.104 265.732 295.211 119.13 2967.75 18.1508 2949.6 939.885 260.257 679.628 600.593 448.266 152.327 79.0352 233.732 161.885 71.8462 2009.72 311.745 31.0617 1697.97 19.7933 54.0399 10.9768
internal_count=2864157 1121336 15841 1105495 1080562 1030958 706491 256494 324467 128628 1742821 21460 1721361 371211 111639 259572 180094 145389 34705 79478 81909 59013 22896 1350150 339650 33881 1010500 24933 49604 13074
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=910902 8 6 1 9 2099264 12583304 2101697 3 8 4
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=40
num_cat=6
split_feature=2 0 0 0 3 3 3 3 3 0 3 3 0 3 0 3 0 3 2 0 3 3 0 2 0 2 0 0 0 0 0 2 2 3 3 3 0 3 3
split_gain=0.0050456 0.0837886 0.386927 0.119396 1.12826 0.328029 0.167307 0.161089 0.115009 0.104322 0.130303 0.0921374 0.221492 0.0876476 0.190831 0.0312557 0.0246284 0.113224 0.573004 0.323072 0.21232 0.20559 0.696388 0.303158 0.29637 0.185575 0.129879 0.0755814 0.157114 0.0640952 0.059401 0.0452339 0.0312133 0.0305742 0.0402267 0.0949102 0.0210854 0.0198083 0.0172621
threshold=0 3.5000000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 9.5000000000000018 9.5000000000000018 4.5000000000000009 2.5000000000000004 24.500000000000004 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1 15.500000000000002 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 2 4.5000000000000009 3 15.500000000000002 6.5000000000000009 18.500000000000004 54.500000000000007 32.500000000000007 4 5 14.500000000000002 3.5000000000000004 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2
left_child=1 3 8 6 37 -6 7 15 -3 10 11 12 -4 14 -8 -1 31 21 19 20 -19 25 24 -24 32 30 -25 -27 -29 -20 -18 38 -23 34 35 -33 -12 -5 -2
right_child=16 2 9 4 5 -7 13 -9 -10 -11 36 -13 -14 -15 -16 -17 17 18 29 -21 -22 22 23 26 -26 27 -28 28 -30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0010400666897159433 6.6867366880857612e-05 -0.0082081603804303356 0.0058670309289664936 0 0.018776660188244278 0 0.011130053492553785 -0.0036732511071177251 0 0 -0.0024248348659873576 0.0065949697767844657 -0.0040365779282807495 0 0 0 0.0059199178945678194 0.015913572523022106 -0.004827068087074479 0 0 0 0 -0.0085888645505659729 0.0067949627232265081 -0.0012095948782869859 0 0.0032994473833895775 0 0 0 -0.0016253626460181955 -0.0018081987268244505 0 -0.0031909866215544362 0.00078310226640084771 0 -0.0019870279924514085 -0.00084780652585288759
leaf_weight=285.56906499493198 1509.4883716044933 47.298959613908664 8.7150915189122298 26.351690822979435 16.288702913363526 0.84896058893354975 5.9858383481623587 87.25395402911181 21.973731952741218 8.745463669576564 5.8605919403053148 46.879252101010934 24.146668345289072 2.4964156901405659 0.93612620660860546 308.81887485489096 65.214711475244258 21.583969700819583 9.9179636316475772 2.1700587126251767 9.9297225915361178 8.5355403166613524 16.91248229201301 140.8446188391099 48.446433645985962 194.71281684348651 27.178923051229503 153.54844771938224 36.652617871674011 0.14944592653773803 2.4459323875489636 280.89454473905425 55.46568476131506 2.7251246835512566 108.33350943133701 183.21785932933199 11.473563863182788 29.154755657844362 200.58320116025425
leaf_count=295606 700375 50138 7494 29733 16202 699 5938 103601 22671 8942 5783 46500 21934 2083 954 382999 55348 9998 10702 1000 4974 9177 18216 84720 31648 31708 21670 20511 4231 180 1745 299294 34437 2913 108093 195399 8262 32609 175770
internal_value=0 0.000159515 -0.00113607 0.000868251 0.00417868 0.016632 0 0 -0.00639341 0.000748704 0.00296793 0.00469826 0 0.0065149 0.00830977 0.000214793 -9.05096e-05 0.000197588 0.00397343 0.00950933 0.0133359 0 -0.00208528 -0.0059967 0.00214971 0.00114468 -0.00719226 0 0.00139258 -0.00214986 0.00480731 -0.000321802 0 -0.00106068 -0.00129433 -7.76038e-05 0 -0.000644129 0
internal_weight=0 938.798 175.093 763.704 72.6441 17.1377 691.06 681.642 69.2727 105.821 97.0752 79.741 32.8618 9.41838 6.92196 594.388 3078.95 793.709 43.7512 33.6838 31.5137 749.958 297.384 184.936 112.448 452.575 168.024 384.914 190.201 10.0674 67.6606 2285.24 64.0012 575.171 572.446 464.112 17.3342 55.5064 1710.07
internal_count=2864257 1042148 171724 870424 79243 16901 791181 782206 72809 98915 89973 75928 29428 8975 6892 678605 1822109 340265 26854 15972 14972 313411 199868 124606 75262 113543 106390 56450 24742 10882 57093 1481844 43614 605699 602786 494693 14045 62342 876145
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3009412 8389698 32 1066 4177 12582914
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00185245 3.11773e-05
threshold=0 1
decision_type=9 9
left_child=1 -1
right_child=-2 -3
leaf_value=0 0.00010436141843277588 -4.2797149405225649e-05
leaf_weight=226.85590588424384 1258.5893664471423 2530.7840307004335
leaf_count=231507 1324708 1308031
internal_value=0 -3.95729e-05
internal_weight=0 2757.64
internal_count=2864246 1539538
cat_boundaries=0 1 2
cat_threshold=24121571 2101376
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=40
num_cat=16
split_feature=2 1 3 3 1 0 3 0 0 2 2 0 0 3 2 0 3 1 3 2 1 0 2 11 0 2 0 0 3 3 1 3 3 1 2 0 1 0 0
split_gain=0.00255124 0.126127 0.157231 0.177679 0.221726 0.387727 0.167333 0.147735 0.198758 0.300921 0.175163 0.167932 0.0690496 0.0733072 0.0618537 0.0602913 0.0588616 0.182996 0.181917 0.371919 0.247802 0.0705362 0.03373 0.0267157 0.0232998 0.0199396 0.117057 0.233292 0.555789 0.251676 0.231318 0.087665 0.0546127 0.416665 0.298467 0.0895309 0.0288183 0.194318 0.0353059
threshold=0 1 4.5000000000000009 9.5000000000000018 2 7.5000000000000009 11.500000000000002 14.500000000000002 2.5000000000000004 3 4 1.0000000180025095e-35 11.500000000000002 4.5000000000000009 5 2.5000000000000004 12.500000000000002 6 7.5000000000000009 7 8 7.5000000000000009 9 10 108.50000000000001 11 16.500000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 12 4.5000000000000009 5.5000000000000009 13 14 9.5000000000000018 15 5.5000000000000009 5.5000000000000009
decision_type=9 1 2 2 1 2 2 2 2 9 9 2 2 2 9 2 2 1 2 9 1 2 9 9 2 9 2 2 2 2 1 2 2 1 9 2 1 2 2
left_child=1 2 7 4 -4 -6 15 8 10 -10 11 -1 13 14 -3 -5 18 -18 25 20 -20 23 24 -19 -14 32 27 29 -29 -27 31 -28 36 35 -35 -34 38 -38 -2
right_child=16 12 3 6 5 -7 -8 -9 9 -11 -12 -13 22 -15 -16 -17 17 21 19 -21 -22 -23 -24 -25 -26 26 30 28 -30 -31 -32 -33 33 34 -36 -37 37 -39 -40
leaf_value=0 0 0 0 0.0085552848637687126 -0.013149360531652769 0 0 0 0.0097182287576516244 0 0.0037397264006069695 -0.0048120413595249909 0.0041986331707854407 0 -0.0032953100522470206 0 0 0.010402776143355932 0.0066818887942989777 -0.0096381713905541039 -0.002286455997845091 0 0 0 0 0.0010318457068939377 0.0094507993670024989 -0.011537198906502118 0 -0.0029498448346952384 0 0 0.0091363820163564025 0.0011250029409671659 -0.0069468035402324548 0 0 -0.0032310484174487373 0.0013121806625022482
leaf_weight=49.55559988828827 1193.1783720898748 32.274642768861668 9.307837979242322 2.237134579554549 19.489580452824161 1.3664311587344844 2.8447609752765857 3.0196807783213435 57.484114418111858 7.7862798115529577 75.65162774287819 48.769122822668578 7.4227350161818322 33.70381118044952 162.62552284350568 0.364325099159032 1.9167571037251034 6.2207238007686083 9.6317282243107893 20.838384297858283 10.131779737886975 0.35318943401216518 3.6481145109282789 0.12427192146424193 0.30234023448429059 390.2854925840511 16.555997258510619 36.607464370667003 25.737039667605131 207.80495600036738 6.4689848618654677 0.47050741358543646 43.232966683353879 6.4698409294942394 23.269359758945942 2.3818153571919529 1092.2561022897353 174.71561960364488 231.00570534225335
leaf_count=58075 716700 34960 10617 1855 25738 930 2308 3391 63724 10269 88799 50725 8370 45953 234129 373 1907 5619 6133 20719 9885 196 4369 118 309 388787 13166 31077 17755 206845 5913 369 37999 5928 17249 1000 594531 62700 74746
internal_value=0 0.000163153 0.00188027 0 -0.00530549 -0.0080164 0.00153286 0.00316807 0.00395426 0.00806551 0 -0.000984911 -0.000738196 -0.0018116 -0.00265203 0.0073404 -5.48857e-05 0.00354811 -0.00017929 -0.0052316 0 0.00704251 0 0.0100248 0.00265849 0 -0.000518732 -0.00118841 -0.0059852 0 0.00271037 0.00688872 4.04776e-05 0.00228638 -0.00125096 0.00733659 0 -0.000383776 0.000255641
internal_weight=0 517.854 277.876 35.6101 30.1638 20.856 5.44622 242.266 239.247 65.2704 173.976 98.3247 239.977 228.604 194.9 2.60146 3499.66 8.61494 3491.04 40.6019 19.7635 6.69819 11.3732 6.345 7.72508 3450.44 683.93 660.435 62.3445 598.09 23.4955 17.0265 2766.51 75.354 29.7392 45.6148 2691.16 1266.97 1424.18
internal_count=2864236 644894 316804 41821 37285 26668 4536 274983 271592 73993 197599 108800 328090 315042 269089 2228 2219342 7840 2211502 36737 16018 5933 13048 5737 8679 2174765 663912 644464 48832 595632 19448 13535 1510853 62176 23177 38999 1448677 657231 791446
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=651940 391 258 524964 524452 128 386 2100288 53 66080 1 4194650 188 454 24 313
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=13
num_cat=12
split_feature=2 1 1 2 2 2 2 1 1 2 1 2
split_gain=0.00600318 0.10605 0.0931361 0.137724 0.0798587 0.029758 0.00637696 0.0471979 0.0425367 0.0346144 0.00573828 0.00319456
threshold=0 1 2 3 4 5 6 7 8 9 10 11
decision_type=9 1 1 9 9 9 9 1 1 9 1 9
left_child=1 4 3 -2 -1 -4 7 -3 11 -10 -7 -8
right_child=2 6 5 -5 -6 10 8 -9 9 -11 -12 -13
leaf_value=0 0 0.0016602029676440824 0 -0.0033700580314745092 0.0047498968839524043 0 0 0 0 -0.0015955511286500652 0.0010639458512947176 0.00026114254818230913
leaf_weight=13.863123990522579 397.49226006696699 137.9609857798132 1968.2057883634698 163.77070327249749 49.694280188137782 75.897580060831388 18.164329738858214 171.99588951785699 1.7194536876559141 287.08024827781355 301.94896594457532 428.4416513701326
leaf_count=11135 195474 135945 905529 175151 46708 76512 26920 173694 2647 374102 280955 459376
internal_value=0 0.000199777 -6.93561e-05 -0.00123796 0.00326915 0.000100553 0 0.000226797 -0.000242952 -0.0011978 0.000877585 0
internal_weight=0 1108.92 2907.32 561.263 63.5574 2346.05 1045.36 309.957 735.406 288.8 377.847 446.606
internal_count=2864148 1230527 1633621 370625 57843 1262996 1172684 309639 863045 376749 357467 486296
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=391350 2 578 64 262164 19923264 294932 908 241 4096 136 12288
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00459986 0.000728397
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00018989355262577991 0 -0.00016410388290253534
leaf_weight=968.23820372026785 2458.3825664107098 589.67591710065608
leaf_count=1056215 1190406 617678
internal_value=0 -5.58778e-05
internal_weight=0 3048.06
internal_count=2864299 1808084
cat_boundaries=0 1 2
cat_threshold=9299364 2097218
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=19
num_cat=8
split_feature=2 3 3 2 2 3 2 2 3 3 2 11 3 3 3 2 3 3
split_gain=0.00453592 0.0143436 0.127737 0.259535 0.0866071 0.012245 0.154241 0.0565554 0.125052 0.0253515 0.15887 0.0104522 0.00995296 0.0618498 0.0308354 0.00584203 0.00479681 9.55141e-05
threshold=0 13.500000000000002 7.5000000000000009 1 2 4.5000000000000009 3 4 2.5000000000000004 3.5000000000000004 5 6 13.500000000000002 9.5000000000000018 4.5000000000000009 7 36.000000000000007 1.5000000000000002
decision_type=9 2 2 9 9 2 9 9 2 2 9 9 2 2 2 9 2 2
left_child=12 2 5 -4 11 7 -7 9 17 15 -11 16 13 14 -1 -2 -3 -9
right_child=1 4 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00042760843647253076 0 0.0063317755801738903 0 -0.0074061266738803715 0 0.0039164963909555086 0 -4.8940725232239933e-05 -0.0037512767142186022 0 0.0047663010736996511 0 0 0.0043755964458381917 -0.0012602174554338322 -0.00043610435604020652 0 0
leaf_weight=662.75642204297401 2126.6569172498603 3.8485858921194445 5.6909251204924658 32.261384436074877 1.5422328069398643 65.754683373605076 90.566539112434839 368.77404781950463 102.82750558506086 66.737771611631615 41.091697400741396 0.083086102327797895 3.5993926247174377 9.2721349386556522 84.400274376396737 267.17305371133261 0.037030273495474719 83.757549000958534
leaf_count=752410 911077 3397 5947 28585 1640 58716 72899 354757 91193 50615 40792 73 3240 9338 101830 296047 33 81616
internal_value=0 -6.01087e-05 -0.000166408 -0.00448724 0.00134793 0 0.000654277 -0.000117596 -0.00101076 0 0.00135622 0.00460053 0.00020447 0.00041186 0 0 0.00621546 0
internal_weight=0 3256.8 3251.29 37.9523 5.51094 3213.34 156.321 3057.02 555.359 2501.66 107.829 3.9687 760.028 756.429 747.157 2393.83 3.88562 452.532
internal_count=2864205 1997387 1992244 34532 5143 1957712 131615 1826097 527566 1298531 91407 3503 866818 863578 854240 1207124 3430 436373
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=15327524 3584 262233 263194 6856 72 1 72
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=40
num_cat=10
split_feature=2 9 0 0 3 0 3 3 0 0 9 3 2 2 0 0 3 0 0 0 2 3 3 0 0 2 0 3 0 3 0 2 0 2 0 3 0 2 3
split_gain=0.00363476 0.161451 0.640751 0.595536 0.311293 0.310408 0.339636 0.188471 0.177946 0.27157 0.145767 0.197995 0.249971 0.238151 0.51153 0.331577 0.59094 0.846704 0.601863 0.41092 0.429578 0.145858 0.400121 0.473539 0.485709 0.335797 0.19651 0.169879 0.130956 0.127696 0.117136 0.380802 0.39398 0.286587 0.248795 0.170466 0.113927 0.113564 0.076028
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 6.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 2 6.5000000000000009 3 4 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 5 6.5000000000000009 4.5000000000000009 2.5000000000000004 9.5000000000000018 6 6.5000000000000009 22.500000000000004 9.5000000000000018 14.500000000000002 1.5000000000000002 7 1.0000000180025095e-35 8 4.5000000000000009 1.0000000180025095e-35 19.500000000000004 9 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 2 1 2 9 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 9 2
left_child=1 3 4 38 -3 6 -4 -6 -5 -10 21 13 28 15 -15 16 17 -12 -18 20 -17 22 30 37 -25 -23 27 -27 29 -13 31 32 -2 35 -35 -32 -11 -24 -1
right_child=10 2 5 8 7 -7 -8 -9 9 36 11 12 -14 14 -16 19 18 -19 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31 33 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0 0 0.0047045686224095155 -0.0069294372905950004 0.0086070867048665452 -0.0054873645136650781 0 0 0.00044054650395210915 -0.0047559184251557054 0.0070198770287914604 -0.00040087227766207197 0.012110689295408185 0 -0.011091415809059467 0 0 0 0.0077652033438955275 -0.010157446913204193 0 -0.011792158225647239 0.00018256340899362687 0.0037513154329526783 0.015839692429559925 0 -0.011258994016856524 0 0 0 0 0 -0.0030962662415408761 0.0040402266843261826 -0.0027953407253220688 0 0.0069230060879637168 0 -0.0020616946301423391 -0.0037240764439006933
leaf_weight=29.932473874097923 760.00940624329814 216.33439750108482 191.24144963319941 92.405989891725767 32.410973990565253 207.32982891778738 9.5761033511225815 21.751296269503655 20.379236065477016 25.104051256908864 235.39314264906716 11.905412813110155 3.563694071541252 57.708555725868791 27.320074374758406 2.6084247074613813 40.446875283054396 147.81882440821209 63.339952979920781 22.970970027876319 45.494947130864603 9.8851372716453607 12.0367049041306 25.999364570852777 7.1479122089076546 38.670895572577138 5.0987823355535502 0.2153340311779165 0.62613711139420125 0.52874754945514801 20.968257464541239 138.47692907062446 385.8053435963011 528.83705413615826 433.40608399074699 39.191396724199876 3.8175663013244039 54.896136431394552 46.84359980870795
leaf_count=30708 512822 259808 217550 100411 46698 228222 10933 26310 22460 24922 127738 9886 3437 68817 28601 1452 45850 44600 50910 8060 15453 8567 11643 16957 2795 35672 2253 196 322 422 21785 141759 208696 226680 139576 42405 4211 51564 62985
internal_value=0 0.000142237 -0.000285008 0.00246869 0.00279279 -0.00306756 -0.00559558 -0.00023375 0.00651522 0 -7.41754e-05 -0.001411 0.00288887 -0.00211261 -0.00646189 -0.000525153 0 0.00235814 -0.00519569 -0.00587068 -0.0098597 0.000181109 0.000432742 0.00585385 0.0120656 -0.00359611 -0.00727169 -0.010085 0.00737862 0.0107121 0 0.000743519 0.00154308 -0.000650108 -0.0013623 0.0038057 0.00517209 0 -0.00169133
internal_weight=0 897.127 678.644 218.483 270.497 408.147 200.818 54.1623 141.707 49.3009 3120.37 659.726 16.624 643.102 85.0286 558.073 486.999 383.212 103.787 71.0743 48.1034 2460.64 2406.77 100.08 33.1473 53.8701 43.985 38.8862 13.0603 12.4342 2306.69 1284.29 1145.81 1022.4 962.243 60.1597 28.9216 66.9328 76.7761
internal_count=2864136 1035218 789521 245697 332816 456705 228483 73008 152004 51593 1828918 405548 14067 391481 97418 294063 269098 172338 96760 24965 16905 1423370 1376682 82959 19752 46688 38121 35868 10630 10308 1293723 863277 721518 430446 366256 64190 29133 63207 93693
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=9037996 10 5 1346 19137105 262144 2359809 6296898 4194832 263184
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=26
num_cat=8
split_feature=2 0 0 2 0 2 0 2 2 0 0 2 0 0 0 2 2 0 0 0 0 0 0 0 0
split_gain=0.0052677 0.00824466 0.134425 0.236356 0.0450263 0.657724 0.0517953 0.467554 0.04663 0.434634 0.115301 0.0354912 0.0342982 0.00186837 0.0141494 0.0140951 0.0137778 0.0355758 0.0261013 0.0339337 0.0210031 0.0016016 0.00433559 5.313e-05 0.00718634
threshold=0 19.500000000000004 16.500000000000004 1 10.500000000000002 2 8.5000000000000018 3 4 5.5000000000000009 5.5000000000000009 5 68.500000000000014 30.500000000000004 27.500000000000004 6 7 10.500000000000002 7.5000000000000009 23.500000000000004 5.5000000000000009 48.500000000000007 23.500000000000004 3.5000000000000004 5.5000000000000009
decision_type=9 2 2 9 2 9 2 9 9 2 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2
left_child=13 2 4 -4 6 -6 8 -8 10 -10 -2 21 -13 14 16 -16 17 23 20 -20 -18 22 -3 -1 -25
right_child=1 11 3 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=-1.8118360494610205e-05 0 0 0.0091495355276828803 0 0.0039904196563496398 -0.0091899033616308946 0.0093632417170492269 -0.0011885050799585167 0 -0.0080875993420261669 0.0048007742266395169 -0.0041552903290547668 0 0 -0.0026308548825210872 0 -0.00041249567146445362 0.0016330797760649393 -0.0034191099403642587 0 0.0014982856949641308 0 0.0012753133916649929 0.00054274107444296949 0
leaf_weight=1588.4613757242951 524.25227413162611 2.211287237601935 5.7972467917279573 4.7397816186567052 10.948439266372587 32.594655413457076 19.364415531978011 12.596115011627264 646.09180277981432 38.476829027255008 34.829506833499181 14.849079328821977 1.5505070898361726 15.7567318795991 4.8663317445316352 0.59446244397258752 450.80452825227258 104.41732280334691 33.120921090587217 1.4446287010723597 27.117389648810786 1.5146857647632703 6.5045811435411451 213.96225643857906 218.75330410394963
leaf_count=771004 604397 1486 4299 4498 9677 30645 14279 10543 659400 36042 31008 16888 1943 5630 401 584 482135 16065 35504 1447 29474 1621 3989 45708 45539
internal_value=0 0.000176102 0.000304488 0.00602252 0 -0.0022277 0.000255595 0.00312025 0 -0.00042496 0.000748291 0 -0.00250855 -5.8932e-05 -0.000102508 -0.00218686 0 3.5398e-05 -0.000494434 -0.00248456 0 0 0.000643181 0 0
internal_weight=0 1356.32 1329.69 10.537 1319.15 43.5431 1275.61 31.9605 1243.65 684.569 559.082 26.6301 16.3996 2659.3 2643.54 5.46079 2638.08 2125.59 512.487 34.5655 477.922 10.2306 8.71587 2021.18 432.716
internal_count=2864206 1430715 1404788 8797 1395991 40322 1355669 24822 1330847 695442 635405 25927 18831 1433491 1427861 985 1426876 878316 548560 36951 511609 7096 5475 862251 91247
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=22024313 10749188 75908 8456066 2942976 2098688 64 4198464
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=6
num_cat=5
split_feature=2 9 2 9 2
split_gain=0.0030927 0.0286286 0.0198332 0.0119806 0.00290553
threshold=0 1 2 3 4
decision_type=9 1 9 1 9
left_child=1 4 -3 -2 -1
right_child=3 2 -4 -5 -6
leaf_value=0 0 0 -0.001744705604579075 0.00034982661878967951 0.00023363939494649511
leaf_weight=1674.2445089816647 125.26559710759466 457.40833052202288 122.76562558197838 1144.014758454543 492.27171786411054
leaf_count=676671 141086 195338 123930 1281894 445253
internal_value=0 -4.65055e-05 -0.000686568 0.000137906 0
internal_weight=0 2746.69 580.174 1269.28 2166.52
internal_count=2864172 1441192 319268 1422980 1121924
cat_boundaries=0 1 2 3 4 5
cat_threshold=19924305 5 64 4 17825856
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00536668 0.000545853
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00019536478497323253 0 -8.370320739501965e-05
leaf_weight=1070.8563067284576 592.4608158450319 2352.8264849955958
leaf_count=1135636 612867 1115674
internal_value=0 -6.14378e-05
internal_weight=0 2945.29
internal_count=2864177 1728541
cat_boundaries=0 1 2
cat_threshold=9298998 2099584
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=40
num_cat=25
split_feature=2 0 1 0 0 1 9 2 9 9 0 1 1 0 0 1 1 0 2 2 2 2 0 0 2 2 9 0 2 0 1 0 0 1 9 1 0 9 1
split_gain=0.00513306 0.0354118 0.223762 0.290221 0.173833 0.550187 0.995847 0.190467 0.228781 0.110047 0.30057 1.44209 0.793634 1.62884 0.213695 1.05241 0.530218 1.08154 0.482263 0.143733 0.085867 0.0772502 0.0663649 0.0566639 0.0543154 0.0542411 0.0541265 0.0489497 0.0470019 0.0241 0.224244 0.176659 0.132759 0.746887 0.109709 0.109354 0.654792 0.371122 0.324299
threshold=0 17.500000000000004 1 48.500000000000007 9.5000000000000018 2 3 4 5 6 1.5000000000000002 7 8 4.5000000000000009 4.5000000000000009 9 10 1.5000000000000002 11 12 13 14 107.50000000000001 8.5000000000000018 15 16 17 18.500000000000004 18 14.500000000000002 19 68.500000000000014 9.5000000000000018 20 21 22 4.5000000000000009 23 24
decision_type=9 2 1 2 2 1 1 9 1 1 2 1 1 2 2 1 1 2 9 9 9 9 2 2 9 9 1 2 9 2 1 2 2 1 1 1 2 1 1
left_child=29 4 3 28 9 7 -7 8 -6 14 11 24 13 -12 16 25 18 -18 -2 -13 -17 -4 27 -14 -11 -16 -9 -23 -3 32 -31 -32 35 -34 -35 -1 -37 -38 -39
right_child=1 2 21 -5 5 6 -8 26 -10 10 12 19 23 -15 15 20 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 30 31 -33 33 34 -36 36 37 38 -40
leaf_value=0.0018043196413685587 0.0079038432298275309 0 0 0 0.0079935107848990231 -0.013500605638656585 0.00099777435535719798 0 0 0 0.016392550450136146 0.0022485494293632583 -0.0026434705121383935 -0.0040133366561590682 0.0082976745281227813 0 0.00038870955172531457 -0.0053842451348162929 0.00020978213314765522 -0.0017554397354541018 -0.0029771962038655552 0 0 0 -0.011799818957861492 0 -0.0033366727530688631 -0.0074200662100218752 0.010741497658625622 0.0011099334894559725 -0.0097325283548396358 0 -0.0030565393989001131 0 0.012817026866760339 0.00032349760861133018 0 0 -0.014442083513380832
leaf_weight=243.73755161695226 93.415229700858617 39.448856317423633 2.2676291061216034 2.9756196638190877 32.721457225139602 57.293169081378437 26.994517104172701 0.28992508976807585 3.807479584706015 4.4407597368845018 56.459032828817726 210.82458785957351 187.26778250214193 20.900421048216231 154.74362441797712 15.316499544234828 999.12854679591328 401.08699063300082 483.09111622162891 35.309394675969088 137.50646280508954 1.6769186063684145 0.42333890745067115 5.7858633321593507 103.7882668240054 5.5007618471499873 8.6163622793756041 8.8042196197275171 13.239542887953574 10.418069945459136 16.511602860897263 1.0142630637419632 7.4406104960653465 1.0039480391569668 28.182806747885483 525.86766885281031 14.192461393264239 22.555905619825353 31.220498267401126
leaf_count=264918 94262 3446 1984 3220 7802 19254 10484 341 1193 4399 27521 133078 93619 10177 54889 16776 736125 209043 223322 39412 47961 550 360 2543 84170 3953 9934 5046 9817 8921 18843 1394 8372 891 23404 619262 12563 22693 28208
internal_value=0 -2.9407e-05 0.00161452 0.00509252 -0.00017965 -0.00339185 -0.00761677 0.00122801 0.00517638 0 -0.00113836 -0.00314557 0.00050692 0.00777955 0.000320293 0.00263223 0 -0.00112556 0.00237504 0.00046059 -0.00187463 -0.000519035 -0.00393981 -0.00197688 -0.0110696 0.00781298 0 -0.00637845 0.00828275 0.000227131 0 -0.00615643 0.000566449 0.00492748 0.0111771 0 -0.000517601 -0.00824646 -0.0105176
internal_weight=0 3113.12 68.8361 55.664 3044.29 129.723 84.2877 45.4352 36.5289 2914.57 624.776 354.363 270.413 77.3595 2289.79 313.067 1976.72 1400.22 576.506 246.134 152.823 13.1721 10.9045 193.054 108.229 160.244 8.90629 10.4811 52.6884 902.145 27.9439 17.5259 874.201 36.6274 29.1868 837.574 593.837 67.9689 53.7764
internal_count=2864150 1854681 24423 16483 1830258 49008 29738 19270 8995 1781250 394919 261059 133860 37698 1386331 123579 1262752 945168 317584 172490 64737 7940 5956 96162 88569 58842 10275 5596 13263 1009469 29158 20237 980311 32667 24295 947644 682726 63464 50901
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=9300614 185 402 1 1096 3 5 650 138 171 772 2101296 120 2097176 2097168 16 2098544 8 1048640 67 786 8 786 2 192
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=6
num_cat=5
split_feature=2 1 1 2 2
split_gain=0.00269095 0.0275028 0.00488982 0.0454701 0.00140562
threshold=0 1 2 3 4
decision_type=9 1 1 9 9
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0 0 -0.0008279287323470282 1.2464137090278824e-05 0.0013323711153403013 -0.00017017041752916614
leaf_weight=416.37768541500554 705.86204602925409 385.290050296564 1822.8452688399266 250.02014940907975 435.40693982947414
leaf_count=444796 486641 426192 812790 263444 430293
internal_value=0 -0.000139153 5.71057e-05 0.000244518 0
internal_weight=0 801.668 3214.13 955.882 2258.25
internal_count=2864156 870988 1993168 750085 1243083
cat_boundaries=0 1 2 3 4 5
cat_threshold=24648233 307 712 83264 116036
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=7
num_cat=6
split_feature=2 1 1 2 2 2
split_gain=0.00716801 0.0360695 0.00838322 0.117061 0.0953635 0.0145337
threshold=0 1 2 3 4 5
decision_type=9 1 1 9 9 9
left_child=1 -1 3 5 -4 -2
right_child=2 -3 4 -5 -6 -7
leaf_value=0 0 -0.001038118072340857 0.0013680220873820649 -0.0020736646646145468 0 0.0015776165533272384
leaf_weight=397.83653889024572 612.38833978215916 347.85041970997918 522.6786921696912 211.07635442948231 1869.0642967910198 55.464970840461319
leaf_count=425913 330619 391178 485555 207450 962420 61096
internal_value=0 -0.0002683 6.75853e-05 0 0.000201771 0.000358471
internal_weight=0 745.687 3270.67 878.93 2391.74 667.853
internal_count=2864231 817091 2047140 599165 1447975 391715
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=22026537 307 802 606406 10757648 66
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=32
num_cat=14
split_feature=2 0 0 1 1 0 1 0 0 0 1 2 2 2 1 0 0 0 0 1 0 0 0 0 0 0 1 2 2 0 12
split_gain=0.000921434 0.194159 0.237202 0.203657 0.175535 0.149932 0.694414 0.0991566 0.0842768 0.0608395 0.167592 0.0790028 0.0722637 0.0546827 0.0521101 0.592822 0.347644 0.355367 0.0326232 0.0250876 0.723989 0.326889 0.375076 0.310035 0.339138 0.326682 0.141884 0.133988 0.113548 0.0221117 0.00559503
threshold=0 23.500000000000004 12.500000000000002 1 2 8.5000000000000018 3 108.50000000000001 27.500000000000004 12.500000000000002 4 5 6 7 8 1.5000000000000002 1.5000000000000002 6.5000000000000009 34.500000000000007 9 7.5000000000000009 5.5000000000000009 2.5000000000000004 7.5000000000000009 5.5000000000000009 2.5000000000000004 10 11 12 1.0000000180025095e-35 13
decision_type=9 2 2 1 1 2 1 2 2 2 1 9 9 9 1 2 2 2 2 1 2 2 2 2 2 2 1 9 9 2 1
left_child=8 2 5 -3 -4 14 -7 30 9 19 11 -11 -12 -10 16 -16 29 -18 -15 20 21 22 -1 24 25 -21 -26 -25 -23 -2 -5
right_child=1 3 4 7 -6 6 -8 -9 13 10 12 -13 -14 18 15 -17 17 -19 -20 23 -22 28 -24 27 26 -27 -28 -29 -30 -31 -32
leaf_value=0.0005994897182076427 0 0 0 0.011632447926242739 -0.0078085818395070743 0.011466707542182515 -0.0013319968711181505 0 0 0 0.0056473866883579174 -0.0037935567016488081 0 -0.0071501901255423914 0.00086885940468464705 -0.0047165465220305692 0.0061213147486261516 -0.00013339102193940443 0 -0.0004823684948358908 -0.0092989890688707205 0 -0.004188916908828051 0.0057204051738627085 0 0.0028682660635465478 -0.0076222313943076769 0 0.0066019334975773837 -0.0017483526988709031 0
leaf_weight=562.44406136497855 168.96284188203754 2.6256784505821997 7.6391632449813187 13.860169191830209 27.181762463900668 23.590861911667162 23.814772135337989 0.42552405869355503 5.2740063308592653 4.194906869364786 61.687674250773853 14.897109981582618 4.8055276538216267 9.1716770452258114 498.11225172124978 232.0189874552234 159.27250076780729 16.045284813753824 9.2743091833690396 1247.8551044685373 56.538207234785659 1.1805621795647312 174.6554445255606 95.071605300399824 49.161164796700177 332.07265179147362 43.141465234002681 13.185020605968019 59.871794393897289 97.180041006387 0.022781912412027761
leaf_count=424008 200918 3414 7549 12097 22841 14528 24403 444 5868 4393 12393 6069 5086 1272 518484 219192 171625 17080 2565 739017 21878 1239 93931 20649 9635 132560 26803 13185 23812 107263 40
internal_value=0 8.3844e-05 0 0.00644719 -0.00600955 0.000157606 0.0044464 0.00856867 0 0 0.0022933 0 0.00463093 -0.00396083 0 -0.000619335 0.000684672 0.00415188 -0.00487603 -1.38208e-05 -0.000520383 4.72579e-05 -0.000263487 7.07208e-05 -0.000131485 7.58566e-05 -0.00528151 0.00471995 0.00594446 -0.000752379 0.0115745
internal_weight=0 1270.75 1253.82 16.9342 34.8209 1219 47.4056 14.3085 2744.48 2720.76 85.5852 19.092 66.4932 23.72 1171.59 730.131 441.461 175.318 18.446 2635.18 854.69 798.152 737.1 1780.49 1672.23 1579.93 92.3026 108.257 61.0524 266.143 13.883
internal_count=2864241 1319878 1303883 15995 30390 1273493 38931 12581 1544363 1534658 27941 10462 17479 9705 1234562 737676 496886 188705 3837 1506717 564868 542990 517939 941849 908015 871577 36438 33834 25051 308181 12137
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=18356577 388 36 387 610 526592 352 2080 632 664 6 524608 256 1
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=7
num_cat=6
split_feature=2 1 1 2 2 2
split_gain=0.00149686 0.0254515 0.0128849 0.0352385 0.0128637 0.00122163
threshold=0 1 2 3 4 5
decision_type=9 1 1 9 9 9
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=0 0.0011184734577705773 -0.00088330063033699674 -0.00070145460179855349 0 0 0.00020950928548734021
leaf_weight=279.6035045853605 350.39233668548695 297.88247605189827 221.43648296335596 830.21667183800673 1797.904523936897 238.31319526501829
leaf_count=286330 361185 341456 201635 625290 759457 288807
internal_value=0 -0.000120459 4.15629e-05 0.000332412 0 0
internal_weight=0 577.486 3438.26 1180.61 2257.65 2036.22
internal_count=2864160 627786 2236374 986475 1249899 1048264
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=19960609 271 752 13175818 12651520 262218
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00166824 0.000292641
threshold=0 1
decision_type=9 9
left_child=1 -1
right_child=-2 -3
leaf_value=0 9.60221696835242e-05 -0.00012842785409692767
leaf_weight=2211.208565998586 1536.2108664531297 268.25415283243638
leaf_count=953990 1634163 276050
internal_value=0 -2.92074e-05
internal_weight=0 2479.46
internal_count=2864203 1230040
cat_boundaries=0 1 2
cat_threshold=28324033 192
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.000977348 8.4439e-05
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=9.4639556456122052e-05 0 -2.4369634599036406e-05
leaf_weight=967.22909659571451 396.41440163965672 2652.3362632983699
leaf_count=1037291 398866 1428045
internal_value=0 -1.56043e-05
internal_weight=0 3048.75
internal_count=2864202 1826911
cat_boundaries=0 1 2
cat_threshold=6909828 8683522
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=40
num_cat=22
split_feature=2 1 9 9 0 0 1 1 0 0 12 1 0 1 0 0 0 2 2 2 0 9 2 0 2 1 0 0 1 9 0 1 0 2 2 0 0 0 1
split_gain=0.00139107 0.124096 0.303321 0.300439 0.965058 0.465781 0.271355 0.271235 0.212075 0.0487807 0.0290229 0.471421 0.153652 0.0839587 0.138008 0.316655 0.396703 0.203739 0.110968 0.0827414 0.0331117 0.244548 0.287006 0.124093 0.11703 0.310431 0.129021 0.0595829 0.374691 1.35198 0.816113 0.268281 0.401689 0.142561 0.0321416 0.0269501 0.0261368 0.0232195 0.0178388
threshold=0 1 2 3 1.0000000180025095e-35 7.5000000000000009 4 5 11.500000000000002 47.500000000000007 6 7 4.5000000000000009 8 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 9 10 11 7.5000000000000009 12 13 8.5000000000000018 14 15 8.5000000000000018 1.5000000000000002 16 17 3.5000000000000004 18 1.0000000180025095e-35 19 20 5.5000000000000009 15.500000000000002 1.0000000180025095e-35 21
decision_type=9 1 1 1 2 2 1 1 2 2 1 1 2 1 2 2 2 9 9 9 2 1 9 2 9 1 2 2 1 1 2 1 2 9 9 2 2 2 1
left_child=1 2 8 7 38 6 -6 9 -1 -3 13 12 37 14 15 16 17 -2 -16 -18 27 22 23 -22 25 -23 -26 31 30 -30 -29 32 -15 -33 35 -17 -10 -12 -5
right_child=10 3 -4 4 5 -7 -8 -9 36 -11 11 -13 -14 20 18 34 19 -19 -20 -21 21 24 -24 -25 26 -27 -28 28 29 -31 -32 33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0053913984402559172 0.0047797911251670168 0.0042691211693105238 0.0012575979275621504 0 0.0089078857813733626 -0.0035161512437244095 0 0 0.0028114295388104609 0 0 -0.0096570132062414327 0 0 0 0.00030472182232900219 0 -0.00096426681335813667 -0.0053359767685401127 -0.0061719960991020277 0 0.0081526806924428347 0 0.011446767037243248 0 0 -0.0031843234838997807 0.007213169199015052 0.00050945075278269376 -0.0090570312541560418 -0.0023314132697522128 0 0.0053208335711553484 -0.0031501588472556911 0 0.0063368826096772864 0 0.0077776798747329458 -0.010185819791594017
leaf_weight=162.30017233642684 39.206070784901385 336.09250155317386 88.350601475445728 7.7980029329482932 55.466733187960926 11.445358819946703 29.03033086375217 242.76718667464229 3.0672590008107354 0.57013190475117781 1.1129221836163199 12.019075167008852 2.5703140738187358 356.0073276059411 1.6615759996057022 221.75954040444049 13.393657807449925 205.0167835313332 67.826870823249919 132.21975701301199 7.9903390949039013 19.129829067300307 5.0369568945970959 34.254553804494208 33.898605487585883 7.642775358224756 145.61446203642481 137.39636863917258 396.06409331565374 156.54937330034954 105.36725595095049 538.81572318014514 218.86550280460506 117.91682696178032 21.53240879146324 20.585210679186275 2.8530147059791489 2.4728369654039852 53.509559125628584
leaf_count=188442 34830 378016 105343 8522 60025 12839 34244 270299 3283 655 1232 15153 2529 254019 1673 126148 14580 169043 36988 84963 2203 14699 4269 12963 6357 6792 30916 76562 148773 64761 43103 319540 123227 100690 19944 11003 3525 2874 69217
internal_value=0 0.00011603 -0.00124019 0.00101418 -0.0016838 0.00238496 0.00651629 0.00229214 -0.0039824 0.00399787 0 -0.00245447 0.00182217 0 -0.000866287 0 -0.00205096 0 -0.00443905 -0.00571365 0.000339101 0.00145015 0.00590342 0.00875596 0 0.00324276 -0.00146038 3.67944e-05 -0.000443602 -0.0021228 0.00209313 0.000588001 0.00220132 -0.000447382 0.00218305 0.00246957 0 0.00718152 -0.0102127
internal_weight=0 993.251 256.571 736.68 157.25 95.9424 84.4971 579.43 168.22 336.663 3021.93 18.1751 6.15607 3003.75 723.202 653.713 389.836 244.223 69.4884 145.613 2280.55 253.568 47.2818 42.2449 206.286 26.7726 179.513 2026.98 795.377 552.613 242.764 1231.61 574.873 656.733 263.877 242.345 5.92027 3.58576 61.3076
internal_count=2864244 1134410 300593 833817 184847 107108 94269 648970 195250 378671 1729834 21788 6635 1708046 499172 460511 303416 203873 38661 99543 1208874 78199 19435 15166 58764 21491 37273 1130675 333199 213534 119665 797476 377246 420230 157095 137151 6808 4106 77739
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=4318126 580 1 5 401 43 1 322 322 10489872 524288 263168 10 8916032 10747920 153 552 9 148 792641 2885712 256
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=4
num_cat=3
split_feature=2 2 2
split_gain=0.00181549 9.7968e-05 7.94248e-05
threshold=0 1 2
decision_type=9 9 9
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0 0 -0.00015023172153307192 4.5911664208182441e-05
leaf_weight=290.56645214799937 130.84720312316495 564.65234458640407 3029.9939075839384
leaf_count=250809 130240 602640 1880495
internal_value=0 -0.000130339 4.10397e-05
internal_weight=0 695.5 3320.56
internal_count=2864184 732880 2131304
cat_boundaries=0 1 2 3
cat_threshold=2191182 294912 2098176
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=29
num_cat=7
split_feature=2 0 0 0 0 0 2 0 0 2 2 0 0 0 0 2 2 0 0 0 0 0 0 2 0 0 0 0
split_gain=0.0037392 0.0900348 0.157771 0.0840626 0.0644652 0.0417149 0.138334 0.11473 0.0446427 0.431955 0.0584589 0.084238 0.0660489 0.0557767 0.0456316 0.688791 0.0822588 0.0422089 0.0417088 0.0103618 0.00634286 0.00525909 0.00295353 0.00289307 0.00255105 0.0113854 0.00130714 0.0176623
threshold=0 3.5000000000000004 7.5000000000000009 25.500000000000004 37.500000000000007 24.500000000000004 1 35.500000000000007 7.5000000000000009 2 3 23.500000000000004 13.500000000000002 8.5000000000000018 3.5000000000000004 4 5 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 6 2.5000000000000004 1.0000000180025095e-35 31.500000000000004 108.50000000000001
decision_type=9 2 2 2 2 2 9 2 2 9 9 2 2 2 2 9 9 2 2 2 2 2 2 9 2 2 2 2
left_child=1 19 -3 -4 -5 8 26 -8 14 13 20 12 -12 -10 16 23 24 -15 21 -1 -11 -18 -22 -16 25 -2 -7 -28
right_child=5 2 3 4 -6 6 7 -9 9 10 11 -13 -14 17 15 -17 18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29
leaf_value=0 -0.00013493548188334278 0.0044151838498475392 -0.0034036202258067604 0.0043930725155728054 0 0 -0.0077214057865544741 0 0 0.00095717419722636955 0 0 -0.0069794463715169763 0.010408158229527124 0 -0.0083079139396269371 0.0005272680315170598 0 0.003672716429606713 -0.0019118192162081759 -0.00056465668260019129 0 0.00013157784723063536 0.0004231756808360429 -0.00031938074282393509 0.0003441063782654777 0.0023901800649665651 0
leaf_weight=238.37007337410614 892.41508376991987 60.923223272631731 42.367434731389949 3.5211589867176363 1.3822201865041277 2.1096482088905759 21.853871241037268 13.867271392038672 6.9539838969212715 48.164608713246707 41.443960689903179 0.79142660400248033 14.063224898098268 30.598531740077306 62.146009319432778 63.533933725761017 344.89845094454176 3.0479187878954681 70.255214826525844 198.2351870748862 55.475088931256323 293.94410518800305 101.84948690026067 389.76695749133796 220.09273690546979 789.69581888721586 3.2042414403695152 0.58324199702474278
leaf_count=247173 621964 63658 39455 3768 1737 2112 6297 7818 5601 8941 42541 817 14966 24947 48572 68449 398681 2557 76160 210105 10808 314806 17263 138009 94225 388712 3475 608
internal_value=0 -0.000204892 0.00118706 0 0.00025537 6.04798e-05 -0.00206072 -0.00472073 0.000190774 0.00131219 0 -0.00244725 -0.0041687 0.00779056 0 -0.00074803 0.000239188 0.00982396 0.0011401 -0.00125131 0.000178833 0.00027785 0 0.000309283 0 0 0 0.000621989
internal_weight=0 544.799 108.194 47.2708 4.90338 3470.75 41.6183 35.7211 3429.14 302.388 261.788 56.2986 55.5072 40.6004 3126.75 515.447 2611.3 33.6465 709.098 436.605 205.489 638.843 157.325 451.913 1902.2 1682.11 5.89713 3.78748
internal_count=2864225 565896 108618 44960 5505 2298329 20310 14115 2278019 128441 95336 58324 57507 33105 2149578 255030 1894548 27504 789647 457278 37012 713487 28071 186581 1104901 1010676 6195 4083
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=24117771 8388656 591236 262208 8391780 8455268 3072
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00424111 0.000954409
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00022449173827461522 0 0.00012460310550000312
leaf_weight=627.10145177075174 2246.5260313710896 1142.6220695232723
leaf_count=674056 981267 1208841
internal_value=0 5.06336e-05
internal_weight=0 3389.15
internal_count=2864164 2190108
cat_boundaries=0 1 2
cat_threshold=22026633 262208
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00051059 0.000168039
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=2.2647835582442337e-05 0 -0.00010216857957761205
leaf_weight=3128.4664861829478 429.80593734068316 458.06645645825483
leaf_count=1934855 438649 490611
internal_value=0 -6.12477e-05
internal_weight=0 887.872
internal_count=2864115 929260
cat_boundaries=0 1 2
cat_threshold=2221692 8388866
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=7
num_cat=6
split_feature=2 1 2 2 2 1
split_gain=0.000639302 0.0174664 0.0569508 0.0479555 0.0062364 0.00282861
threshold=0 1 2 3 4 5
decision_type=9 1 9 9 9 1
left_child=5 3 -3 -2 -4 -1
right_child=1 2 4 -5 -6 -7
leaf_value=0.00015158103576171149 0 0.00091426597167790788 0 -0.0012786134006017814 -0.0016293831246095094 0
leaf_weight=1294.926460533391 116.76278227995499 419.46805912741911 78.170320226883632 364.78623478146255 57.556213814226794 1684.6273519789156
leaf_count=855795 126612 421804 81634 354680 69633 953977
internal_value=0 -6.10617e-05 0 -0.000585376 -0.00102729 2.80651e-05
internal_weight=0 1036.74 555.195 481.549 135.727 2979.55
internal_count=2864135 1054363 573071 481292 151267 1809772
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=7170884 897 8393778 32905 8 905
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.001098 0.000211439
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00011957304009548503 0 -5.172811868833017e-05
leaf_weight=703.38942721499006 2430.6954188661075 881.85544812068474
leaf_count=771263 1165009 927894
internal_value=0 -1.02358e-05
internal_weight=0 3312.55
internal_count=2864166 2092903
cat_boundaries=0 1 2
cat_threshold=9043076 2097472
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=10
num_cat=1
split_feature=2 0 0 0 0 0 0 0 0
split_gain=3.34134e-05 0.00190355 0.0310982 0.0263844 0.0201579 0.00930343 0.00392738 0.00165553 0.010991
threshold=0 24.500000000000004 23.500000000000004 31.500000000000004 37.500000000000007 19.500000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2
left_child=7 2 5 -3 -5 6 -2 8 -1
right_child=1 3 -4 4 -6 -7 -8 -9 -10
leaf_value=0 0 -0.0022661647079106834 0.0030808717583105816 0.0022088245123150709 0 -0.001269655236910393 0.00014747196387080488 0 -0.0012419906356232763
leaf_weight=97.477932594632875 1378.2978170213082 21.376559695039759 4.8041074821521752 11.316340207544274 13.821700709886498 19.260547440659138 2402.3594763857836 15.086256400856653 51.985192424850538
leaf_count=111621 1156093 10375 2191 3794 11679 8718 1485322 13434 60924
internal_value=0 9.26652e-06 7.10728e-05 0 0 0 5.97958e-05 0 -0.000303725
internal_weight=0 3851.24 3804.72 46.5146 25.138 3799.92 3780.66 164.549 149.463
internal_count=2864151 2678172 2652324 25848 15473 2650133 2641415 185979 172545
cat_boundaries=0 1
cat_threshold=17829897
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=40
num_cat=2
split_feature=2 0 3 0 3 11 0 0 3 3 3 3 3 3 3 3 3 0 0 0 3 0 3 0 0 0 3 0 0 0 0 0 0 0 0 0 3 3 3
split_gain=0.000435516 0.0782693 0.255055 0.18615 0.560558 0.170748 0.0964948 0.0600411 0.065877 0.0274822 0.0265517 0.0242451 0.051554 0.0294275 0.0159578 0.0115624 0.00944289 0.0731752 0.156878 0.0729473 0.0560027 0.0118951 0.0428013 0.0487232 0.0182406 0.0318288 0.0132639 0.280215 0.548939 0.0644938 0.126479 0.126261 0.0585657 0.0445767 0.00848686 0.0237397 0.0335845 0.0226934 0.00798132
threshold=0 16.500000000000004 1.5000000000000002 6.5000000000000009 1.5000000000000002 1 93.500000000000014 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 2.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 11.500000000000002 15.500000000000002 9.5000000000000018 9.5000000000000018 11.500000000000002 2.5000000000000004 23.500000000000004 27.500000000000004 107.50000000000001 2.5000000000000004 2.5000000000000004 9.5000000000000018 6.5000000000000009 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 4.5000000000000009 13.500000000000002 11.500000000000002 14.500000000000002
decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 5 -5 -3 11 10 -6 -9 13 -13 -1 -11 -10 21 19 20 34 -19 26 23 -23 -25 -26 29 32 -29 30 33 -31 -28 -2 35 37 -37 -18 -36
right_child=16 2 -4 4 9 -7 -8 8 15 14 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24 24 25 -27 27 28 -30 31 -32 -33 -34 -35 38 36 -38 -39 -40
leaf_value=-0.00063088271974888488 0 0.0095360868342401952 0 -0.01220373481785704 0.0026903827897667701 0 0 0 -0.0015093984977760206 -0.0021129021392358957 0.0048793095598719319 -0.0031694187059018138 0 0.00089470685770691796 0 2.8024517909023011e-06 0.0012854357353498825 0.0091011226809290819 0 -0.0043187770344707581 0 -0.0028972688333681728 0 0.001970102589661809 -0.0024563439359191475 0 0 -0.0078890980054602492 0.0025189946745272705 0.0046375768022468428 -0.00323009805458945 0 0.0020535249472761743 0.001008702492225442 0.0023839411581653138 -0.0033675716411799765 0 0 0
leaf_weight=396.5305237499706 1734.0870560772964 13.805382728642144 4.1482082905276902 33.74507338260446 7.9684221217903568 0.28072667383821581 0.51923349949356712 51.296913063350075 20.750024657696486 5.7449827025411642 26.240579771016201 63.948478594516928 10.127559381740864 125.54114215786831 8.5272163283079845 38.960027759807417 156.37029184861512 5.675128636081352 3.1103684378176695 5.4656146177148903 0.3098444691277108 93.204137345535855 14.344281250043421 13.586562778757068 24.945595006152875 0.92191374159301531 125.6022506105146 98.78709529855405 8.92451029991207 61.972869049452129 84.83156248962041 138.94330969589646 130.51452137606248 473.6559006059797 10.937687012657985 13.404264533761303 0.36320232006255615 9.1216990917164349 0.18234784938977178
leaf_count=416287 1088740 12733 4090 34801 6999 215 694 57245 21302 4755 30345 67652 11542 133727 7163 37806 158891 1905 1899 2212 156 38401 7124 5788 10190 907 153638 77190 4066 24282 36017 50016 125467 205412 6326 9974 231 7894 114
internal_value=0 -7.16588e-05 0.00310734 -0.000623913 -0.00502763 -0.0110277 0.00825237 0 0.0015746 0 0.00315943 -0.000544648 -0.00202836 0 0 0 0 0.000633977 0.00459701 0 0.00815809 0 -0.000819776 -0.00183376 0 -0.000486685 0 -0.000397136 -0.00448737 0.000167175 0 0.00176022 0.000564665 0.000172638 0.000555376 0 -0.00189025 0.000643747 0.00192795
internal_weight=0 808.134 18.4728 789.662 56.2664 34.0258 14.3246 733.395 137.248 22.2406 77.5375 596.148 74.076 522.072 14.2722 59.7101 3209.26 204.94 9.09534 195.845 5.98497 3004.32 147.002 132.658 39.4541 25.8675 2857.32 363.828 107.712 2493.49 2292.57 200.916 256.117 2207.74 190.379 179.259 13.7675 165.492 11.12
internal_count=2864196 847356 17517 829839 53933 35016 13427 775906 146698 18917 87590 629208 79194 550014 11918 59108 2016840 189602 3960 185642 2061 1827238 62410 55286 16885 11097 1764828 360361 81256 1404467 1330169 74298 279105 1294152 183430 176990 10205 166785 6440
cat_boundaries=0 1 2
cat_threshold=32512777 1
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.000191625 0.000147281
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=3.9122885762970718e-05 0 -5.9831576560124591e-05
leaf_weight=1140.5546799775111 2473.5929427133415 402.05661421857076
leaf_count=1242412 1222793 398950
internal_value=0 -6.12247e-06
internal_weight=0 2875.65
internal_count=2864155 1621743
cat_boundaries=0 1 2
cat_threshold=8748452 74
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=18
num_cat=5
split_feature=2 0 0 0 0 0 0 2 2 0 0 0 0 2 0 12 0
split_gain=0.00102173 0.0785976 0.371948 0.118956 0.10637 0.0407089 0.0738337 0.217114 0.0299622 0.339493 0.0651334 0.0321095 0.149986 0.0237606 0.0159736 0.0142917 0.00169098
threshold=0 3.5000000000000004 7.5000000000000009 25.500000000000004 2.5000000000000004 3.5000000000000004 7.5000000000000009 1 2 25.500000000000004 47.500000000000007 27.500000000000004 35.500000000000007 3 1.5000000000000002 4 38.500000000000007
decision_type=9 2 2 2 2 2 2 9 9 2 2 2 2 9 2 1 2
left_child=1 4 -3 -4 -1 13 7 -7 11 -10 -11 -8 -13 -2 -15 -6 -14
right_child=5 2 3 -5 15 6 8 -9 9 10 -12 12 16 14 -16 -17 -18
leaf_value=0 0 -0.0050414524954136841 0.0037317810789712427 0 0.003908840853055688 0.0047299238457571991 0.0010195855358035649 0 -0.0064638079772395291 0.0047887554815912109 0 -0.0061815775612151106 0.00069345314726710478 0 -0.0021743556364363171 0 0
leaf_weight=737.30910912939544 1868.5742107945662 116.25979789798293 75.927591338739148 9.1335289821290626 82.533914013101821 99.314598415076034 220.8917200488504 361.28431323231052 55.414508418220066 5.3013741432514498 1.9219766917376544 10.828502221978853 5.1645240999932849 261.21914063939766 98.674929957149288 0.18327401716669456 5.1666312913876027
leaf_count=822650 1089603 122531 71702 10083 89988 107179 43271 88858 54769 5610 2376 1505 426 258203 92019 220 3165
internal_value=0 9.81158e-05 -0.00110705 0.0015755 0.000776703 0 0.000510546 0.00138835 0 -0.00170857 0.00206158 0 -0.00108547 -0.000297428 -0.00104584 0.00373982 0
internal_weight=0 1021.35 201.321 85.0611 820.026 2993.76 765.288 460.599 304.689 62.6379 7.22335 242.051 21.1597 2228.47 359.894 82.7172 10.3312
internal_count=2864158 1117174 204316 81785 912858 1746984 307159 196037 111122 62755 7986 48367 5096 1439825 350222 90208 3591
cat_boundaries=0 1 2 3 4 5
cat_threshold=9268116 6291498 1088 36969 1
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00206956 7.88085e-06
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00014152642903167889 0 -2.0710241425128376e-05
leaf_weight=933.74879567569769 150.87919220109325 2931.0904495874711
leaf_count=1002924 144327 1716893
internal_value=0 -1.95375e-05
internal_weight=0 3081.97
internal_count=2864144 1861220
cat_boundaries=0 1 2
cat_threshold=9268996 2129920
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=40
num_cat=9
split_feature=11 2 3 0 0 3 2 3 0 2 0 2 3 3 2 0 0 0 0 3 0 2 2 0 3 3 3 3 0 0 3 3 0 2 0 3 0 0 0
split_gain=7.97829e-05 0.117347 0.0928557 0.0387041 0.0233043 0.111777 0.0224247 0.0989296 0.150771 0.303003 0.157914 0.195909 0.107335 0.0821695 0.44915 0.283524 0.128782 0.122835 0.0949774 0.397622 0.754071 0.258661 0.116428 0.0646842 0.22523 0.100328 0.145912 0.110645 0.0940636 0.0540425 0.042144 0.0212792 0.021155 0.0174545 0.0134886 0.0130651 0.0078423 0.122949 0.069271
threshold=0 1 6.5000000000000009 12.500000000000002 2.5000000000000004 2.5000000000000004 2 6.5000000000000009 3.5000000000000004 3 6.5000000000000009 4 11.500000000000002 5.5000000000000009 5 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 4.5000000000000009 6 7 1.5000000000000002 2.5000000000000004 1.5000000000000002 6.5000000000000009 14.500000000000002 54.500000000000007 19.500000000000004 2.5000000000000004 12.500000000000002 12.500000000000002 8 3.5000000000000004 3.5000000000000004 3.5000000000000004 16.500000000000004 19.500000000000004
decision_type=9 9 2 2 2 2 9 2 2 9 2 9 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=6 2 3 -2 -3 32 23 13 9 12 33 29 -9 18 16 -16 17 -15 22 21 -21 -20 35 25 36 -1 -27 -28 31 -12 -24 -26 -6 -10 -18 -8 -25 -38 -39
right_child=1 4 -4 -5 5 -7 7 8 10 -11 11 -13 -14 14 15 -17 34 -19 19 20 -22 -23 30 24 28 26 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 38 -40
leaf_value=-0.0015534498216017469 0.0086033144140874578 0 0 0 -0.0063018181047750105 0 -1.8133712300978943e-05 0.012086982141259986 0 0 0.0096331288404131084 0 0 0 -0.0135973094578634 0 -0.0019444034374211606 0.0083648590769069189 0.002731768461137896 0.01676494084138231 0 -0.00055861864047380223 -0.0025915653961922367 0.00087651512610679289 -0.0065601680707858614 0.0027560872872942426 -0.0045358586226264064 0 0 0 0 0 0 -0.0057188199976566031 0 0.0010792635118431198 -0.0035293412637811754 0.0046887957769659941 0
leaf_weight=170.0703765070939 7.7362787970923801 10.552111719487586 0.63301295851124439 0.22365111403632898 9.3413862102024687 3.6342560628254423 1692.1222141287562 21.722245239579937 0.5742761381843593 27.462483261413581 5.5055675327894278 2.2770052624473447 6.1193543504923573 10.546846854587789 19.739394707408795 0.90644102264195581 5.6775753978581625 5.9791874938237006 273.16420748552264 13.644156086578734 14.968359611215417 785.92613150533907 239.89031345119292 72.076251925474935 69.465521347381582 228.770938789301 24.45744230118726 1.8090084810683027 0.21891842357581381 0.280062534904573 116.26422066611121 0.86259550679824215 0.83447326801251698 7.698258244388855 8.5481741866387875 81.67920900221452 65.315573498686717 3.428850680262256 7.1480659543376532
leaf_count=153966 6629 5918 700 140 2119 1089 1056625 19995 544 27858 1670 2259 5165 9575 22663 579 4222 5000 295987 11993 9855 212592 269581 82742 70758 242339 27339 1968 216 219 124532 840 146 5829 3048 94085 72521 3421 7422
internal_value=0 0 0.00491415 0.00796146 0 -0.00230638 -1.40977e-05 1.04467e-05 0.00312042 0.00541074 0 0.00225596 0.00902636 0 -0.00317724 -0.00935903 0.000126735 0.00526385 0 0.0008235 0.00897954 8.64156e-05 -0.000297992 -0.000573283 -0.00187625 0 0.00135129 -0.000498137 -0.00557686 0.00685706 -0.00185017 -0.00636748 -0.00579849 -0.00601655 0 0 0 0 0.00102001
internal_weight=0 32.9552 8.59294 7.95993 24.3622 13.8101 3984.32 3340.7 71.6393 55.3041 16.3352 8.06264 27.8416 3269.06 51.3976 20.6458 30.7518 16.526 3217.66 1087.7 28.6125 1059.09 2129.96 643.624 218.516 425.108 255.037 26.2665 70.547 5.78563 356.155 70.3281 10.1759 8.27253 14.2257 1773.8 147.969 75.8925 10.5769
internal_count=2864149 16741 7469 6769 9272 3354 2847408 2183876 63539 53018 10521 4148 25160 2120337 45087 23242 21845 14575 2075250 530427 21848 508579 1544823 663532 237920 425612 271646 29307 71814 1889 394113 71598 2265 6373 7270 1150710 166106 83364 10843
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1 8653208 30413209 2394150 336960 9796 2624038 2442336 2048
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=40
num_cat=21
split_feature=2 0 1 0 9 0 9 0 1 9 9 0 0 0 1 0 1 1 0 12 1 0 0 2 1 0 2 0 2 0 1 1 0 0 2 2 0 0 1
split_gain=0.00102455 0.068882 0.302859 0.256126 0.174556 0.123216 0.374735 0.142929 0.122217 0.0902597 0.0589875 0.297069 0.110435 0.0358461 0.461246 0.225129 0.518681 0.136083 0.0342512 0.290912 0.324296 0.161008 0.106091 0.12618 0.0971468 0.5657 0.381658 0.529295 0.164486 0.0927337 0.950959 0.161151 0.373946 0.130785 0.0597248 0.0551424 0.0243651 0.0224745 0.0173823
threshold=0 3.5000000000000004 1 7.5000000000000009 2 9.5000000000000018 3 27.500000000000004 4 5 6 5.5000000000000009 69.500000000000014 5.5000000000000009 7 10.500000000000002 8 9 3.5000000000000004 10 11 38.500000000000007 16.500000000000004 12 13 1.5000000000000002 14 1.0000000180025095e-35 15 1.5000000000000002 16 17 1.0000000180025095e-35 1.0000000180025095e-35 18 19 4.5000000000000009 6.5000000000000009 20
decision_type=9 2 1 2 1 2 1 2 1 1 1 2 2 2 1 2 1 1 2 1 1 2 2 9 1 2 9 2 9 2 1 1 2 2 9 9 2 2 1
left_child=1 8 10 4 -4 6 -5 -7 9 -1 11 -3 -13 14 -12 16 -15 -17 24 20 22 34 37 -24 25 35 29 38 -27 31 -31 33 -33 -26 -22 -2 -21 -20 -28
right_child=18 2 3 5 -6 7 -8 -9 -10 -11 13 12 -14 15 -16 17 -18 -19 19 36 21 -23 23 -25 26 28 27 -29 -30 30 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0026602519157908071 0 0 0 0.0098874916115348592 -0.0088562922001153409 -0.0057124490595577004 0 0 0 0 0.0071517885717320073 0.0094639995002230651 0 0 -0.003478634380338456 0.0050531266814497931 -0.010493828382363091 0 -0.001118367444704558 0 0.0033800933005209465 0 0 -0.0076637075647757172 0 0.0066047832247341917 0.0012812759184979109 -0.01014144354422257 0 0.0039469991615890222 -0.0052335842578306677 0.00040410216106916385 -0.0049407340286506049 0.0032878456954925253 0 -0.0015883720330783137 -0.0076100492557629427 0.0010129045181524008 -0.00061543908568640953
leaf_weight=330.96465552963309 18.860656959863263 16.182213149266317 8.9015160996495961 8.2205486920574895 58.667621996253729 21.931456791193344 3.7495840972624128 6.252373417155467 547.81307346347239 105.83950361357347 38.31654461434664 23.865303584927464 0.59631220321170886 21.150396283162991 14.889083135625695 13.294690974056719 30.278220747655723 15.913623918822852 80.005380619229982 0.86558551609050383 508.64052556805109 3.5798719927988705 3.8720610588497948 7.6308117579101218 471.07638590284478 125.7969893342779 50.793962998846837 70.103604924621322 8.3692726013723568 118.66823652022867 248.0219814980228 275.2017656603166 135.653692737862 216.79230802491657 18.740069597919501 298.09395944435892 6.7990576100783073 54.949354834567202 25.396547979442403
leaf_count=386441 17723 16518 9702 7738 59283 20424 4050 5078 586696 117915 34975 22635 723 19374 15277 14363 26644 12763 50860 991 117676 1743 4082 6618 271818 85379 52252 75557 11448 30274 80789 168540 68535 81950 17871 292017 8269 34000 25168
internal_value=0 8.85439e-05 -0.000867111 -0.00465407 -0.0078375 0 0.00479955 -0.00213553 0.000676543 0.00188075 0.000544526 0.00285337 0.00826493 0 0.000831246 -0.00164934 -0.00559852 0 0 0.000493984 0.00130032 0.00264345 -0.0015523 -0.00608289 -0.000283341 0.000680695 -0.000743042 -0.00504101 0.00583413 0 -0.00146493 0.000259537 -0.000876374 0.00135748 0.00318973 -0.000932292 -0.00707905 0 0
internal_weight=0 1266.83 282.209 107.723 67.5691 40.154 11.9701 28.1838 984.617 436.804 174.486 40.6438 24.4616 133.843 53.2056 80.6369 51.4286 29.2083 2747.91 685.083 677.418 530.96 146.458 11.5029 2062.83 451.121 1611.71 146.294 134.166 1465.41 366.69 1098.72 410.855 687.869 527.381 316.955 7.66464 134.955 76.1905
internal_count=2864159 1360599 269547 106275 68985 37290 11788 25502 1091052 504356 163272 39876 23358 123396 50252 73144 46018 27126 1503560 242110 232850 137290 95560 10700 1261450 406567 854883 152977 96827 701906 111063 590843 237075 353768 135547 309740 9260 84860 77420
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=356276 229 12 1 782 5 10 193 132 96 1 736 11010056 736 2134089 8912970 10 21 13107274 13107200 13
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=40
num_cat=13
split_feature=2 1 3 0 3 0 0 0 0 1 1 3 0 0 1 0 0 1 1 0 1 0 3 2 2 3 3 2 0 0 0 2 0 0 0 2 0 3 3
split_gain=0.00100746 0.0791006 0.29521 0.509098 0.199337 0.295823 0.329923 0.222658 0.487107 0.314961 0.238243 0.128976 0.1254 0.0806608 0.0734801 0.052371 0.0518716 0.121217 0.0299076 0.0195932 0.0168986 0.204149 0.428808 1.03271 0.792583 0.67289 0.352985 0.667674 0.34658 0.318505 0.369198 0.284258 0.281405 0.226735 0.168296 0.521448 0.434061 0.265393 0.190451
threshold=0 1 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 12.500000000000002 2 3 4.5000000000000009 1.0000000180025095e-35 19.500000000000004 4 23.500000000000004 1.5000000000000002 5 6 27.500000000000004 7 10.500000000000002 1.0000000180025095e-35 8 9 1.5000000000000002 1.0000000180025095e-35 10 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 11 6.5000000000000009 9.5000000000000018 13.500000000000002 12 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 1 1 2 1 2 2 9 9 2 2 9 2 2 2 9 2 2 2 9 2 2 2
left_child=1 2 3 -1 5 14 18 10 9 -9 16 -11 -4 -5 -3 -14 17 -6 -7 -10 21 22 24 29 32 31 -23 -28 -27 -24 -31 -25 -2 -26 36 37 38 -36 -22
right_child=20 4 12 13 7 6 -8 8 19 11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 34 26 23 25 33 28 27 -29 -30 30 -32 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.0026199813723457627 0.0072049653851218552 0 0 0.0098729608421611603 0.0076876765750452858 0 0 0 -0.0023061450629484658 0.01542513130767845 -0.002776046868682941 0 -0.0067847125201509588 0 0.0029664203459060616 0 0 0 -0.0092742060649380811 0 0.00059653556159721755 0 0 0 -0.0039584261569260357 -0.00030817914015618208 0.000224760812500613 -0.013669293207459889 0.0048079068369422696 -0.0085815523452140337 0 0.012115900196029572 0 0.0002349634500899488 0.014241482575423133 0 -0.0066190603027083397 0 -0.0013391972385531218
leaf_weight=32.629086086461029 99.612285051473009 12.71140098878095 40.994005796768761 26.405239841151346 15.711933329956082 6.6815230721986154 3.0149589430511687 7.5013361992823775 6.8410175512617553 32.341866226739512 85.424890335125383 5.0535542769212034 90.0858657017925 0.40589856816222791 43.503383408446098 1.6572780156639044 9.3719987602053134 41.986046865975368 41.527833253727295 2.5552344104289659 1407.6079324708953 19.553735020221211 61.735456838629034 17.769399361168325 415.105925517586 173.50700098002562 6.8863598838215694 21.330508542501779 150.04146087745903 84.811045269532769 7.7804920065536853 115.8169267312478 6.0448084831004953 3.8324363987194365 21.585602051236496 73.487577151077858 77.093758850198356 0.9388287685578679 746.67632888076878
leaf_count=35831 107016 11303 50887 27573 17438 7532 2537 7324 6273 31165 94372 4246 98927 476 48930 2076 10343 42501 44503 2821 615767 8483 71606 18109 220709 183248 6787 19765 128388 92051 7409 88853 6329 1057 15725 17505 29672 667 678043
internal_value=0 -0.000135787 -0.00184785 0.00058339 0.0001548 -0.001821 -0.00648317 0.0025555 0.00669028 0.010743 0 0.0123443 -0.00480042 0.0090874 0 -0.00641123 0.00363642 0.00487058 -0.00926479 0 0 0.000356284 0.000899173 0.00276518 -0.000766809 0.00525628 -0.00401768 -0.00906621 0.00142245 -0.00277534 -0.00623322 0.0110656 0.00500285 -0.00316812 -7.58932e-05 0.00326738 -0.000394184 0.0102428 0
internal_weight=0 506.404 192.177 59.4402 314.227 107.439 51.2243 206.788 54.293 44.8968 152.495 37.3954 132.737 26.8111 56.2148 91.7431 67.07 57.698 48.2094 9.39625 3511.22 1183.83 1136.06 611.462 524.595 457.135 47.7706 28.2169 323.548 154.327 92.5915 133.586 105.657 418.938 2327.39 96.012 2231.38 22.5244 2154.28
internal_count=2864247 547058 215770 63880 331288 114805 54572 216483 51829 42735 164654 35411 151890 28049 60233 101003 70282 59939 52035 9094 2317189 959810 924775 589664 335111 418598 35035 26552 311636 171066 99460 106962 113345 221766 1357379 33897 1323482 16392 1293810
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=30415369 450 16 28 40 16 32 450 2359684 2359712 852116 8224 2163974
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=4
num_cat=3
split_feature=2 11 2
split_gain=0.00405144 0.00271484 0.0192192
threshold=0 1 2
decision_type=9 9 9
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.00015709600202235102 -0.0010831656951828638 0 0
leaf_weight=1027.6010445503671 159.06676068414527 20.308670858066762 2809.8773042134862
leaf_count=1062270 173062 5911 1622955
internal_value=0 -6.83864e-05 -0.00011744
internal_weight=0 2989.25 2968.94
internal_count=2864198 1801928 1796017
cat_boundaries=0 1 2 3
cat_threshold=5090070 1 26214528
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=4
num_cat=3
split_feature=2 11 2
split_gain=0.00188376 0.0026664 0.00014842
threshold=0 1 2
decision_type=9 9 9
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0 0 0.00092283552670519627 -0.00012803937470475083
leaf_weight=2129.6812456440312 1304.3450982559052 13.571419239029636 569.19832527002291
leaf_count=864657 1391060 11809 596707
internal_value=0 8.73696e-05 -5.56169e-05
internal_weight=0 1317.92 2698.88
internal_count=2864233 1402869 1461364
cat_boundaries=0 1 2 3
cat_threshold=17831529 1 64
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=10
num_cat=9
split_feature=2 1 2 2 1 2 2 1 1
split_gain=0.00180238 0.0714141 0.0317317 0.0177882 0.016924 0.111387 0.0373917 0.00569358 0.00256406
threshold=0 1 2 3 4 5 6 7 8
decision_type=9 1 9 9 1 9 9 1 1
left_child=1 2 -1 -3 6 -6 7 -2 -5
right_child=4 3 -4 8 5 -7 -8 -9 -10
leaf_value=0 0 0 -0.0015226390687895458 0 0 -0.0025755173794546299 0 0.0013712117947862435 0.0012394149461919222
leaf_weight=137.08820189589005 12.192520967393648 160.07653751091311 164.99653233129357 76.659269744006451 1404.274809457489 151.85503148567659 1222.2838302634882 204.36439692731074 481.9795105095327
leaf_count=177095 12629 182539 177853 79904 783268 172703 592557 198567 487091
internal_value=0 0.000125362 -0.000669507 0.000872544 -2.11112e-05 -0.000314394 9.31422e-05 0.00122792 0.00112913
internal_weight=0 1020.8 302.085 718.715 2994.97 1556.13 1438.84 216.557 558.639
internal_count=2864206 1104482 354948 749534 1759724 955971 803753 211196 566995
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=9031564 586 8472704 114944 587 2097264 4468739 512 32
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00431073 0.00151147
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00017850629561005471 0 -0.00016310799435684893
leaf_weight=1085.2422460337557 2129.0332705374531 801.64208498346488
leaf_count=1181212 864584 818514
internal_value=0 -4.94087e-05
internal_weight=0 2930.68
internal_count=2864310 1683098
cat_boundaries=0 1 2
cat_threshold=11362702 64
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=37
num_cat=3
split_feature=2 0 0 3 3 0 3 0 0 3 3 0 0 0 3 0 0 2 3 0 3 0 0 3 2 0 3 3 3 3 3 0 3 0 3 3
split_gain=0.00208772 0.0281066 0.251702 0.322729 0.112737 0.0957791 0.0247099 0.164681 0.11205 0.153608 0.0822749 0.0196963 0.0139139 0.0472372 0.0377424 0.00975969 0.124224 0.0928144 0.2277 0.241865 0.0853235 0.0150756 0.0552387 0.00826783 0.00800511 0.0374287 0.242755 0.0254048 0.0960185 0.0999915 0.0364413 0.0824006 0.0238659 0.394014 0.149366 0.00657989
threshold=0 19.500000000000004 13.500000000000002 1.5000000000000002 2.5000000000000004 92.500000000000014 1.5000000000000002 2.5000000000000004 7.5000000000000009 5.5000000000000009 9.5000000000000018 1.5000000000000002 4.5000000000000009 2.5000000000000004 13.500000000000002 17.500000000000004 13.500000000000002 1 1.0000000180025095e-35 39.500000000000007 4.5000000000000009 27.500000000000004 35.500000000000007 2.5000000000000004 2 10.500000000000002 5.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 7 11 12 -10 -11 -1 13 -8 -14 16 24 18 19 -17 -18 23 -23 35 25 32 -27 30 -29 -30 -26 -32 34 -34 -2 -19
right_child=15 4 3 -5 -6 -7 8 -9 9 10 -12 -13 14 -15 -16 17 20 21 -20 -21 -22 22 -24 -25 27 26 -28 28 29 -31 31 -33 33 -35 -36 -37
leaf_value=0 0 -0.0072610275424287709 0.012048078043664527 0 0 0 0 -0.0035640283869943345 0 0.010275734378278908 0 0.0016339817207913514 -0.0030443615291636094 0.0024654734268336623 0 0.012678415029914267 -0.0058398928629866155 0 0 0 0 -0.0041405638152442132 0 0 0 0.0057290571456717456 -0.00021138378188529958 0.0029640960966936143 -0.0040747491384178786 0 0 -0.0038494584501677434 0.0037805390351424843 -0.00437697591685906 -0.00286865571981622 0.0020245576898103548
leaf_weight=240.19355707512659 2181.1304008670159 10.964101746663797 11.038126060819197 5.3703606429044148 1.3362991581816448 0.25122156876023005 334.93339826877855 106.76613131048362 17.500537187777812 4.4347719678553394 0.40618870359321579 43.771900566058321 23.605293716231248 50.958931021026729 0.16774858540156756 6.3551081495243116 34.337593785036006 24.974174824019432 8.2785386511677626 1.0290899098035877 2.204992039143689 11.013300751088538 11.498596865072612 2.7043866536405394 189.83648879796965 55.319476385047892 3.0072918059013309 61.207179723867739 39.790141586112441 28.363003107740951 59.385461478406796 72.857793874161871 172.99924037505116 32.538108686523628 161.14792592522281 6.2242760827793964
leaf_count=258649 1095648 12796 10794 4029 1397 276 404366 113829 14086 2349 277 47900 24430 55477 95 2815 12903 3399 7692 877 962 2418 6004 1211 174216 17669 835 60504 38559 27023 67620 70238 154553 20392 144333 3532
internal_value=0 8.24986e-05 0.000494616 0.00766929 -0.00132381 -0.00540023 0 -0.000463624 0.000582319 0.0049397 0.00898584 0 0 0.000217871 -0.0014901 -6.79606e-05 -0.000177758 0.00036682 0.00411354 0.00957185 -0.00448908 0 -0.00169437 0 0 0 0.00205853 -0.000403597 0 -0.00127216 -0.000976551 -0.0020774 0 0.000822455 -0.000182872 0.00116232
internal_weight=0 851.699 839.147 16.4085 12.5516 11.2153 822.738 390.732 432.007 22.3415 4.84096 283.965 409.665 385.892 23.773 3166.2 3094.13 72.0775 15.6627 7.3842 36.5426 56.4147 22.5119 33.9028 3057.58 2606.14 58.3268 451.44 129.36 68.1531 322.08 132.243 2547.82 205.537 2342.28 31.1985
internal_count=2864153 950750 936281 14823 14469 13072 921458 420378 501080 16712 2626 306549 484368 459843 24525 1913403 1885455 27948 11384 3692 13865 16564 8422 8142 1871590 1433430 18504 438160 126086 65582 312074 137858 1414926 174945 1239981 6931
cat_boundaries=0 1 2 3
cat_threshold=13460358 2098200 2160
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=14
num_cat=5
split_feature=2 3 3 3 3 3 2 3 2 2 2 3 3
split_gain=0.00603008 0.0238306 0.210873 0.185496 0.0076784 0.0511606 0.129961 0.0551184 0.311029 0.046098 0.0159914 0.00307804 0.0028003
threshold=0 7.5000000000000009 5.5000000000000009 4.5000000000000009 9.5000000000000018 5.5000000000000009 1 4.5000000000000009 2 3 4 12.500000000000002 36.000000000000007
decision_type=9 2 2 2 2 2 9 2 9 9 9 2 2
left_child=1 2 3 -1 5 7 -7 9 -9 -2 -6 -3 -12
right_child=4 11 -4 -5 10 6 -8 8 -10 -11 12 -13 -14
leaf_value=0.00050905130549095605 0 -0.00079769217052286494 0.0053824357559873722 -0.0048128949663032031 0 0 -0.0050484399016025141 0.0070600352255743909 0 -0.00092766562388508491 0.0023260968083992886 0 0
leaf_weight=744.65299338619843 2388.2263425023702 18.373015300763658 52.517130833926785 41.413680661344188 11.814354866655775 55.651749790617032 34.714922126338934 31.879435083144926 34.813098196369538 587.12962712953231 12.000525323921465 3.590425318965571 0.061431402835297244
leaf_count=839822 1137504 21978 59356 51284 9808 40059 31317 30115 27486 600858 10485 4001 53
internal_value=0 0.000218644 0.000569634 0 -7.34634e-05 -0.000171509 -0.00224126 0 0.00221052 -0.000161828 0.000140558 0 0.00175842
internal_weight=0 860.547 838.584 786.067 3156.29 3132.42 90.3667 3042.05 66.6925 2975.36 23.8763 21.9634 12.062
internal_count=2864126 976441 950462 891106 1887685 1867339 71376 1795963 57601 1738362 20346 25979 10538
cat_boundaries=0 1 2 3 4 5
cat_threshold=13203852 1616 263202 2130512 1602
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=18
num_cat=6
split_feature=2 0 0 0 0 0 0 0 2 0 2 2 0 2 0 0 2
split_gain=0.00475449 0.0224589 0.179341 0.170872 0.171666 0.00406802 0.0824135 0.0505249 0.0347421 0.0241071 0.0182726 0.0137505 0.0659348 0.00765793 0.00275855 0.000477382 0.000413188
threshold=0 8.5000000000000018 12.500000000000002 23.500000000000004 29.500000000000004 31.500000000000004 21.500000000000004 38.500000000000007 1 12.500000000000002 2 3 6.5000000000000009 4 3.5000000000000004 5.5000000000000009 5
decision_type=9 2 2 2 2 2 2 2 9 2 9 9 2 9 2 2 9
left_child=5 14 -3 -4 -5 6 9 8 -7 11 -8 -1 15 -11 -2 -13 -9
right_child=1 2 3 4 -6 7 10 16 -10 13 -12 12 -14 -15 -16 -17 -18
leaf_value=0 0.00010768724177213747 0.0053842066275106727 -0.0051411763352472595 0.0072184709308377101 0 0 0 0 0.0041294027896427296 0 -0.0040421528227380576 -8.1695416432608472e-05 -0.003133802078683968 0.0021887543342049079 -0.00031457551889750183 0 -0.00030634130106085221
leaf_weight=2043.3769807068602 861.50039451533576 41.029195397764852 27.911095289055083 6.3619328081113036 7.7163109323446406 0.63127583739697002 1.6018589437298942 3.9800200333556859 10.004222086528898 54.809370287017373 24.530405410027019 685.27039243173567 54.592498973521288 19.673660994856618 144.28870751190334 24.428835864004213 4.0287430073221895
leaf_count=852398 943926 32708 24685 6451 7479 616 1656 4546 1849 8803 6354 736454 56304 19472 133845 24411 2193
internal_value=0 0.000189992 0.00153328 0 0.0020097 -4.78677e-05 -0.000127147 0 0.00352614 0 -0.00394059 -0.000105818 -0.00045877 0.00141533 0 0 0
internal_weight=0 1088.81 83.0185 41.9893 14.0782 2926.93 2908.28 18.6443 10.6355 2882.15 26.1323 2807.67 764.292 74.483 1005.79 709.699 8.00876
internal_count=2864150 1149094 71323 38615 13930 1715056 1705852 9204 2465 1697842 8010 1669567 817169 28275 1077771 760865 6739
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=28318049 2048 2048 64 1048640 8390688
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=4
num_cat=3
split_feature=2 2 2
split_gain=0.00258545 0.000299405 1.73488e-05
threshold=0 1 2
decision_type=9 9 9
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0 0 -0.00011296692110796738 0.00016806264022188936
leaf_weight=214.66159831061668 2536.8560639895804 523.38821355384061 741.22455435888423
leaf_count=226786 1251575 563111 822757
internal_value=0 -3.67282e-05 0.000147519
internal_weight=0 3060.24 955.886
internal_count=2864229 1814686 1049543
cat_boundaries=0 1 2 3
cat_threshold=15559044 34370 4196352
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00279733 0.00150929
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00016839522756469113 0 -0.00016010926925261702
leaf_weight=721.9267417298388 2496.8117976736903 797.89616554548775
leaf_count=790404 1242730 831024
internal_value=0 -4.36971e-05
internal_weight=0 3294.71
internal_count=2864158 2073754
cat_boundaries=0 1 2
cat_threshold=878220 33090
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00162496 0.00086643
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00018142469605946816 0 9.4302687362878305e-05
leaf_weight=409.60770699031855 2509.0654335350555 1097.8756091953865
leaf_count=467039 1266707 1130469
internal_value=0 1.99455e-05
internal_weight=0 3606.94
internal_count=2864215 2397176
cat_boundaries=0 1 2
cat_threshold=17826345 6464
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=40
num_cat=22
split_feature=2 0 0 1 0 0 0 1 1 0 0 0 0 1 0 1 2 0 1 0 2 0 1 2 2 1 2 1 0 0 0 0 2 2 2 2 2 1 2
split_gain=0.00445833 0.0929025 0.42879 0.386715 0.231749 0.206313 0.187784 0.164996 0.0812009 0.114224 0.0707637 0.0550889 0.0352773 0.301601 0.239924 0.601398 0.29803 0.217521 0.209883 0.488582 0.592664 0.296644 1.14418 0.636571 0.182062 0.316713 0.146551 0.127757 0.333456 0.322765 0.236463 0.226652 0.124812 0.103175 0.10183 0.0615113 0.0540374 0.0369675 0.20178
threshold=0 3.5000000000000004 5.5000000000000009 1 25.500000000000004 6.5000000000000009 27.500000000000004 2 3 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4 5.5000000000000009 5 6 46.500000000000007 7 2.5000000000000004 8 2.5000000000000004 9 10 11 12 13 14 7.5000000000000009 18.500000000000004 7.5000000000000009 8.5000000000000018 15 16 17 18 19 20 21
decision_type=9 2 2 1 2 2 2 1 1 2 2 2 2 1 2 1 9 2 1 2 9 2 1 9 9 1 9 1 2 2 2 2 9 9 9 9 9 1 9
left_child=1 8 7 5 -5 -4 -7 -3 10 -10 -1 -12 18 17 15 16 -15 36 19 35 -21 24 34 -24 25 -20 -17 30 33 -30 32 -32 -16 -29 -23 -2 -14 38 -26
right_child=12 2 3 4 -6 6 -8 -9 9 -11 11 -13 13 14 27 26 -18 -19 21 20 -22 22 23 -25 37 -27 -28 28 29 -31 31 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0 0.0020573604303207181 0 0 0.0077981018155000512 0 -0.0085766988081900884 0 -0.0077112390682453321 0 0.0026162241910455855 -0.0048004964408640272 0 0 -0.0073036256241101778 0 0.0064833919854684315 0 0 0 0.014074756266458805 0 0.0026137461067660488 0 -0.013878421324796636 0.0042391878434273915 -0.0072100341746658735 0 0 0.0031412087688167719 -0.0058937005765109865 -0.0062611818716058094 0.0012899435195459087 0.0064978169191194229 -0.0064703919259841564 -0.00021507536866564623 -0.001160351760819664 -0.0066699122666957532 0.00054268385051194448 -0.0011579244372670364
leaf_weight=126.3673504796825 43.276650761225028 14.986019401825615 7.8759772705598143 71.039365121330775 4.5204098372050785 31.177368206357642 3.8775117120821951 62.880236708937446 340.53827623130746 356.63210508810516 24.612228096317267 19.658036316170183 10.588782678081769 29.813544797943905 2.2525898487365339 224.39027002663352 3.0616409731810554 0.93573943011870042 52.136947483286349 20.422897378666676 9.4808739723375783 119.51919885349344 8.4065220483753347 80.415234178297396 24.247422011263552 59.12831529640971 9.1843537140448444 2.9447653725219425 136.58975924922561 15.597833990243087 21.836722707783338 110.86826157623364 61.571017569469404 79.918096389090351 6.089606210072815 155.05488435236839 61.54466352226882 935.59538438243544 666.09911959329474
leaf_count=135623 47149 14019 7127 70874 5094 26873 3401 69430 388409 382267 27000 21840 11624 6119 1233 88172 4135 1122 58982 9982 10827 38424 5544 53085 22199 68786 9388 2161 50264 12296 6107 31156 17714 36163 5199 128563 36230 642768 306908
internal_value=0 0.000195616 -0.00115117 0.000899855 0.00549994 -0.00243518 -0.006349 -0.0064357 0.000864959 0.0014187 0 -0.00308672 -2.79214e-05 0.000402335 0.00142713 0.00363777 -0.00296741 -0.00381142 -0.000319395 0.002038 0.0100439 -0.000779502 -0.00411977 -0.0109766 -0.000138913 -0.00350163 0.005829 0 -0.00151391 0 0.00165413 0 0.00569256 -0.00594487 0.000646282 0 -0.00624022 0 -0.000335803
internal_weight=0 1064.16 196.357 118.491 75.5598 42.9309 35.0549 77.8663 867.808 697.17 170.638 44.2703 2950.97 771.098 698.029 266.45 32.8752 73.0692 2179.87 228.235 29.9038 1951.64 214.431 88.8218 1737.21 111.265 233.575 431.579 235.05 152.188 196.529 132.705 63.8236 82.8629 125.609 198.332 72.1334 1625.94 690.347
internal_count=2864257 1151957 196818 113369 75968 37401 30274 83449 955139 770676 184463 48840 1712300 313884 264908 107814 10254 48976 1398416 196521 20809 1201895 102252 58629 1099643 127768 97560 157094 100884 62560 56210 37263 18947 38324 43623 175712 47854 971875 329107
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=2485140 27 33 160 544 8 8389704 544 8388680 270 4719616 5767200 193 8389730 26 1024 8 524394 4718626 1026 262 5120
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=40
num_cat=20
split_feature=2 5 2 1 3 1 1 3 3 3 1 3 5 1 1 3 3 3 3 3 2 3 3 2 1 1 3 3 2 2 1 3 3 3 1 2 1 3 3
split_gain=0.00096565 0.467188 1.60441 0.781169 0.428917 0.710615 0.657108 1.57789 0.424031 0.460525 0.593409 0.525824 0.385933 0.90515 0.548536 1.06148 1.00169 0.502527 0.743859 0.350198 0.346152 0.327841 0.297048 0.274621 0.151269 0.138013 0.118821 0.118714 0.0975959 0.08822 0.082439 0.146639 0.055445 0.0444523 0.0431267 0.0399971 0.0683031 0.0319404 0.0661791
threshold=0 1 2 3 1.5000000000000002 4 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 6 9.5000000000000018 7 8 9 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 13.500000000000002 10 8.5000000000000018 15.500000000000002 11 12 13 1.0000000180025095e-35 13.500000000000002 14 15 16 2.5000000000000004 5.5000000000000009 4.5000000000000009 17 18 19 2.5000000000000004 1.5000000000000002
decision_type=9 1 9 1 2 1 1 2 2 2 1 2 1 1 1 2 2 2 2 2 9 2 2 9 1 1 2 2 9 9 1 2 2 2 1 9 1 2 2
left_child=1 4 3 -3 6 35 7 29 -4 25 32 -12 14 26 15 16 -2 18 24 -19 -7 -17 37 -9 -16 -10 -14 -5 -8 -1 -28 -32 -11 -33 -30 -6 -37 38 -15
right_child=12 2 8 27 5 20 28 23 9 10 11 -13 13 22 17 21 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 30 -29 34 -31 31 33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.0022144512943049169 0.0030558977574720197 0 -0.013288401652079701 0.012671695055258017 0.0011327070582478527 0 0.0014386703381769209 0 0 0.0040125229887415046 -0.017446562453928099 0 0 -0.0034033441779607767 0 0.012366168709610138 -0.0095217290990717365 -0.011312868470488993 0.0065098810835365912 0 -0.0086971983995007083 0 0 0.015448251060462728 -0.0044354797957568831 0.0086656931779202379 0 0 0 -0.001633995740130995 0.0080461092077067642 -0.0015757544582065707 0 0.0025901176344115505 -0.0013259022513942547 0 -0.0025889876126342481 -0.010614866565198763 0
leaf_weight=34.333665119382204 291.9420804762849 73.798128778846149 18.433069275772141 138.55002024182249 189.37226655890117 54.462992060849501 73.351129380047496 6.1936107638248359 3.1285470059374347 7.4922677739632473 18.440160788166402 0.35175216506468032 5.8920875127732861 28.99850319010875 124.44799359979515 106.93672395922476 47.323480961473251 38.734477737685665 109.83437857645913 1.3121193826082151 174.17270152258789 7.9248622451123074 1.1321770071517665 63.014062725873373 113.77563447038483 13.370541931530171 34.450613203422108 0.44539446762064372 714.68998518183071 153.89313055189268 40.330202947283396 27.901819790975424 1.0682125546663881 14.830123904961509 1040.9858191557651 17.105706299917074 78.918961405574009 96.335819742511376 49.449837773390755
leaf_count=35242 311379 79564 25766 144826 120408 56398 80719 5261 4263 9831 20612 417 6674 35844 113407 102663 47895 39371 117469 1190 143156 7482 1243 60175 125693 15269 43838 372 159399 122092 50171 36608 1435 16861 441081 17108 105234 103435 54389
internal_value=0 -4.60223e-05 0.00353338 0.00794633 -0.000574849 -0.00307926 0 0.0044369 -0.00616734 0 -0.00587204 -0.0115718 5.42796e-05 -0.00257298 0.00138893 0.00373816 0 -0.000784045 0 -0.00869418 -0.00675685 0.011042 -0.0069598 0.0148366 -0.00237474 0.00751735 0.00217494 0.011683 -0.00061883 0 0.00369277 0.00480051 0.00089685 0 -0.000901992 0 -0.00088143 -0.0082497 -0.000446019
internal_weight=0 2875.57 275.078 212.794 2600.49 514.033 2086.46 257.434 62.2846 43.8515 27.3524 18.7919 1141.55 299.321 842.232 454.127 339.266 388.105 348.058 40.0466 228.636 114.862 175.916 69.2077 238.224 16.4991 123.405 138.995 1829.03 188.227 117.513 83.0621 8.56048 42.7319 1755.68 285.397 96.0247 174.784 78.4483
internal_count=2864240 1648628 302355 224762 1346273 442304 903969 222770 77593 51827 32295 21029 1215612 349063 866549 469419 359274 397130 356569 40561 199554 110145 194911 65436 239100 19532 154152 145198 681199 157334 147478 103640 11266 53469 600480 242750 122342 193668 90233
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=17878352 2 34112 680 301 704 388 2 722 313 1068032 256 6 532 16640 2304 128 6 80 32
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=40
num_cat=20
split_feature=2 0 0 1 3 5 3 11 0 1 1 9 9 3 0 9 8 1 3 1 0 0 0 0 0 3 9 1 0 1 0 8 1 1 1 1 0 0 3
split_gain=0.0034029 0.204021 0.446709 1.06557 0.86401 0.319081 0.31634 0.20549 0.182581 0.784657 0.342421 0.841246 0.582381 0.308573 0.180734 0.0797601 0.323266 1.07774 0.730252 0.269399 0.359684 0.748373 0.38528 0.240948 0.249124 0.216024 0.209384 0.318653 0.205159 0.196492 0.191368 0.180965 0.149588 0.144304 0.0776488 0.0627796 0.0674232 0.0592413 0.0530526
threshold=0 23.500000000000004 6.5000000000000009 1 1.5000000000000002 2 2.5000000000000004 3 4.5000000000000009 4 5 6 7 3.5000000000000004 108.50000000000001 8 9 10 3.5000000000000004 11 1.5000000000000002 3.5000000000000004 11.500000000000002 27.500000000000004 11.500000000000002 2.5000000000000004 12 13 10.500000000000002 14 5.5000000000000009 15 16 17 18 19 4.5000000000000009 11.500000000000002 11.500000000000002
decision_type=9 2 2 1 2 1 2 9 2 1 1 1 1 2 2 1 1 1 2 1 2 2 2 2 2 2 1 1 2 1 2 1 1 1 1 1 2 2 2
left_child=15 2 8 6 7 14 -4 -5 10 13 11 -2 -12 -10 34 19 23 -18 37 25 31 -22 -23 24 29 35 27 -26 -27 -17 -31 38 -25 -28 -3 -1 -37 -19 -21
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 16 17 18 -20 20 21 22 -24 32 26 28 33 -29 -30 30 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.0026952283306610298 -0.0078400543316257502 0 0.0091156518145356896 -0.019426420777552356 0 0 0 0 0.015492793995611804 -0.0015412043499112894 0 0.0030342071855013314 -0.0080412562866301451 0 0 0.0020931157959477669 -0.0045687802712115061 0.020525491454003956 0 0.0097182768117082194 -0.0090577207048193609 0.010410847228671544 0 0 0 -0.0091177179905376302 0.0010115784502251527 0.0081972695239997343 0 -0.00032644142634421494 -0.0034132543005101165 0 -0.0084693281672580303 -0.0054161628249342741 0.01187995052821883 0 -0.0040302661242278487 0 0
leaf_weight=47.283954261638428 35.931447159753588 1.812937938258983 17.630170844779062 41.884865599600744 31.480265555095684 2.8847545128373904 6.2547347257059291 0.50608112508780223 27.980586404868518 36.090085097705014 329.64609336422654 426.4657509265744 98.042201160908007 4.7341508212775798 0.75823291021515693 171.39272012841684 13.385360579086408 22.116429378613251 25.946538128962857 71.99428561978857 27.092377640590712 31.37842269315297 8.8334564549659245 0.68317221291363239 15.005260997662845 20.589111142282494 7.4408234436850744 72.995836328867881 0.7072089917055554 2060.2847038344989 255.07147979976799 0.97006864412105542 19.702523606421895 7.5371308854082599 11.807221876922993 52.007759264750348 11.508977168690761 1.0306671061262012 0.26418407674645905
leaf_count=23657 37092 1519 14923 37798 24097 3612 4387 321 26938 29458 342218 418545 104390 4599 830 155330 10244 8173 12990 63024 18390 16694 4092 271 11366 22660 3524 21620 437 1295706 94961 859 7229 4963 8988 23810 3852 292 248
internal_value=0 -0.000174783 -0.000703287 -0.00625881 -0.0114735 0.00570279 0.00323866 -0.0186108 0 0.00411832 -0.000403802 0.00103513 -0.00254781 0.0113344 0.0103216 0 -9.78135e-05 0.00552224 0.011837 0.00157107 0.00439747 0 0.00631471 -0.000407566 -0.00015319 -1.58365e-05 0.00384716 0.00563331 -0.00648011 -0.000481934 -0.000830183 0.0084051 -0.0074367 0 0.0122402 0.000210798 0 0.0200494 0.00943466
internal_weight=0 1073.91 1056.65 97.7561 73.8712 17.2631 23.8849 42.3909 958.89 68.8048 890.085 462.397 427.688 32.7147 14.3784 2945.22 2672.59 62.479 49.0936 272.63 140.533 67.3043 40.2119 2610.11 2589.73 132.097 102.979 88.0011 21.2963 2486.75 2315.36 73.2285 20.3857 14.978 13.6202 110.801 63.5167 23.1471 72.2585
internal_count=2864107 1059715 1044766 81526 62216 14949 19310 38119 963240 60995 902245 455637 446608 31537 11337 1804392 1626669 31699 21455 177723 103307 39176 20786 1594970 1587470 74416 41473 32986 23097 1545997 1390667 64131 7500 8487 10507 51319 27662 8465 63272
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=647654 132 2 1 844 53 4 5 4 1 777 294 9 928 256 1 2 297 262 34
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=40
num_cat=8
split_feature=2 0 0 0 0 3 3 0 3 0 3 2 2 3 3 2 0 3 3 3 0 2 0 0 2 2 3 3 3 0 0 0 2 0 0 3 3 3 0
split_gain=0.00282679 0.207898 0.77358 0.287214 0.131165 0.0777708 0.0718057 0.0646117 0.258548 0.194175 0.398557 0.731092 0.180829 0.115751 0.11173 0.0973605 0.0616346 0.175136 0.0942705 0.0538185 0.0338261 0.138607 0.0997486 0.0953248 0.0866146 0.0654488 0.0264586 0.0235278 0.0572681 0.0199993 0.0906168 0.0136781 0.00211441 0.14533 0.0678184 0.212519 0.0432634 0.031027 0.473076
threshold=0 14.500000000000002 9.5000000000000018 24.500000000000004 7.5000000000000009 3.5000000000000004 3.5000000000000004 14.500000000000002 1.5000000000000002 9.5000000000000018 1.5000000000000002 1 2 5.5000000000000009 9.5000000000000018 3 2.5000000000000004 4.5000000000000009 1.5000000000000002 5.5000000000000009 23.500000000000004 4 108.50000000000001 18.500000000000004 5 6 8.5000000000000018 9.5000000000000018 4.5000000000000009 27.500000000000004 32.500000000000007 1.5000000000000002 7 7.5000000000000009 3.5000000000000004 3.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009
decision_type=9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 9 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 4 5 16 -3 -4 9 20 32 12 14 -11 15 -12 -10 27 18 -18 -19 23 22 -22 24 -9 -25 -6 28 -1 -23 -31 -29 33 34 35 -2 -36 -34 -39
right_child=7 3 6 -5 26 -7 -8 8 13 10 11 -13 -14 -15 -16 -17 17 19 -20 -21 21 29 -24 25 -26 -27 -28 31 -30 30 -32 -33 37 -35 36 -37 -38 38 -40
leaf_value=0 0.00034855862962849404 0.011125807332104713 -0.014403136670562148 0 0.0055652422461280795 0 0 0.0036542763010120128 0 0.0042068972258135591 0.016287150312205279 -0.00043369591121947574 -0.0028719903801186996 0 0 -0.0098463723275589998 0 0.0038879173257867906 -0.0073649559901794509 0 0.0087982712144300309 0 0 0 -0.00086729294411688914 -0.0052981074406069266 0 0.0031123086577353274 -0.0025754856862038877 -0.0054994908184469492 0 0 0 -0.0058845001050971584 0.0036797609607921995 -0.0043563349807003559 0 0.0035996763364157646 -0.0051871229587471717
leaf_weight=411.03838255520895 278.80347459247787 10.473501065469465 14.354626758424276 9.5304918874535343 16.349230697211173 1.2941118861635903 3.988165581082284 22.361760460815276 1.0650538190093355 10.841598325408993 32.464915011136327 10.183452373879843 70.143036925263004 2.4276854360796269 0.32227235470781934 14.271949546120597 73.025011531317432 5.603869319522345 33.623783459122933 8.8912502125240263 10.431977870117404 8.9591679768054764 0.59911761186958834 1.1124914519023148 4.381078452497607 17.626865344995171 0.24270127541967568 7.8115054017398489 57.210718440808705 6.5740888805012245 10.041826821921857 1.2288358154764862 2452.2035535676623 12.475004803913178 50.972470061988133 80.765366491912573 2.6208953310269854 228.33715485439461 33.093866157840239
leaf_count=425789 302723 7856 12565 7294 11447 937 2329 6226 1285 12518 13626 7357 23662 1338 172 9509 60814 4790 29650 7348 12022 991 703 1133 4973 5925 182 6884 58879 719 1746 1205 1405897 10913 52935 83655 2460 240352 23305
internal_value=0 -0.000201603 -0.00106154 0.00514915 0 0.0100662 -0.013247 3.15891e-06 -0.0020489 0.000175149 0.00364261 0.00908918 0 -0.00809582 0.0135327 -0.00972539 -0.000473185 -0.00223804 -0.00428447 0 0 0.00222052 0.00579628 -0.000361173 0 -0.00444523 0.00501316 0 -0.000107879 0 -0.00207129 0.00242446 0 -0.000191738 0 -0.000192251 0.00281791 3.82358e-05 0.00103851
internal_weight=0 654.666 633.368 21.2981 615.025 11.7676 18.3428 3363.08 99.8531 3263.23 123.955 42.9706 80.9846 17.7647 32.7872 15.337 598.433 121.144 106.649 14.4951 82.0884 36.6062 11.0311 45.4822 26.7428 18.7394 16.5919 477.289 468.249 25.5751 16.6159 9.04034 3139.27 425.637 413.162 359.569 53.5934 2713.63 261.431
internal_count=2864114 637969 621882 16087 606988 8793 14894 2226145 46570 2179575 57335 21155 36180 12132 13798 10794 595359 102602 90464 12138 34438 16181 12725 18257 11199 7058 11629 492757 484668 3456 2465 8089 2122240 452686 441773 386378 55395 1669554 263657
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=24418049 8464484 589962 524292 8390714 8388674 40 8454158
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=40
num_cat=19
split_feature=2 3 1 3 3 1 2 2 0 3 1 0 1 0 0 0 1 3 0 1 2 1 2 2 0 0 2 2 1 2 0 0 0 0 0 0 1 0 1
split_gain=0.00191622 0.0931813 0.214257 0.155037 0.0900355 0.569683 0.506436 0.364326 0.176715 0.0768543 0.369932 0.17279 0.162348 0.122956 0.428827 0.0817146 0.0740807 0.160027 0.619745 0.397427 0.481051 0.363965 0.528695 0.30031 0.184682 0.611242 0.493604 0.160079 0.426165 0.139689 0.094191 0.065892 0.214147 0.0622694 0.0621116 0.053546 0.0529543 0.0520416 0.0497675
threshold=0 6.5000000000000009 1 22.500000000000004 6.5000000000000009 2 3 4 14.500000000000002 1.5000000000000002 5 2.5000000000000004 6 1.5000000000000002 4.5000000000000009 39.500000000000007 7 1.5000000000000002 5.5000000000000009 8 9 10 11 12 8.5000000000000018 34.500000000000007 13 14 15 16 12.500000000000002 3.5000000000000004 7.5000000000000009 19.500000000000004 2.5000000000000004 1.5000000000000002 17 23.500000000000004 18
decision_type=9 2 1 2 2 1 9 9 2 2 1 2 1 2 2 2 1 2 2 1 9 1 9 9 2 2 9 9 1 9 2 2 2 2 2 2 1 2 1
left_child=4 9 -3 -4 16 7 -7 34 -9 12 11 -11 13 -2 -15 -16 29 24 21 30 -21 23 -23 -19 27 26 -26 28 -18 -1 -20 36 38 -8 -6 -29 -12 -14 -33
right_child=1 2 3 -5 5 6 33 8 -10 10 31 -13 37 14 15 -17 17 18 19 20 -22 22 -24 -25 25 -27 -28 35 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0030602841229485662 0.0038648080330141903 0 -0.010243420138259077 0 0.0040897575518301175 0 0.015253852288514863 -0.012369188787104553 0 0 0.0015295519297690505 0.0091497080086956409 -0.0026842684959145898 -0.0078479749907352896 0.0056120636688913334 0 0.0062139854986958494 0.0027625650240398827 -0.0046935066621520321 0 0.011829416476803432 0 -0.0085367603096266585 -0.0045388462252655519 0.00054322684641808238 0.0047586430954710789 -0.0090030670394579664 0.0003946089820269853 0 0 0 0 0 0 0 -0.00093741323366188271 -0.0014344901577114941 0 -0.0075248154124415078
leaf_weight=141.3786219202957 61.444965532366041 7.0001228074033861 20.121520346569021 0.1852144128351928 7.4652163288410502 24.549525148380781 32.347604544134811 14.471522714797175 0.24370836970047172 95.056416855117277 109.61839251507627 43.255947048171947 291.36440468259025 25.320126270500623 23.919522298976521 0.82880441995803167 119.02057367582529 107.63655821707653 12.777735367330026 4.5558692146441899 39.40040216917987 47.839410665867035 179.44991436454438 51.081205234106164 5.746918675955385 9.3712136181129591 105.33819287428923 700.65788605855778 116.75672813719939 1068.7905657025913 3.9581372886605086 4.4548033507162472 17.249439332859765 0.19162480143131588 1.3851007435587233 449.87228112918092 47.234015065184394 7.0445874117431222 19.427853989953295
leaf_count=148652 66410 6831 24009 219 8275 26204 23682 12068 113 116829 104149 45960 281629 26118 23563 986 129986 85050 2789 3860 24409 52822 183562 51388 6109 3671 25929 301473 128148 735431 872 5261 10866 174 1503 92805 76181 7936 18286
internal_value=0 -0.000153475 -0.00407414 -0.00716246 0 0.00285213 0.00798774 -0.00251581 -0.00867359 0 0.00119448 0.00482885 -0.000747663 0.000916717 0 0.00401161 -8.31242e-06 -0.000470696 -0.00207078 0.00416869 0.00813052 -0.00400284 -0.00620923 0 0 -0.00329853 -0.00697195 0.000384882 0.0025623 0.000489348 -8.00253e-05 -0.00051898 -0.00319437 0.0128459 0.00030008 0 0 -0.00226888 -0.00729478
internal_weight=0 773.526 27.3069 20.3067 3244.29 80.6543 57.0888 23.5655 14.7152 746.219 336.297 138.312 409.922 111.513 50.0685 24.7483 3163.63 1953.46 446.699 60.6921 43.9563 386.007 227.289 158.718 1506.76 120.456 111.085 1386.31 235.777 1210.17 16.7359 197.985 41.1321 32.5392 8.85032 1150.53 156.852 298.409 23.8827
internal_count=2864208 815233 31059 24228 2048975 72019 50060 21959 12181 784174 377532 162789 406642 117077 50667 24549 1976956 1092873 404752 31930 28269 372822 236384 136438 688121 35709 32038 652412 258134 884083 3661 214743 34413 23856 9778 394278 180330 289565 23547
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=2992492 5 650 524588 292 116 138 914 1 336128 9 65800 2107744 590080 788776 65 2105356 385 10
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=2
split_feature=2 3 3 11 3 3 3 3 3 3 3 3 3 3
split_gain=0.000415736 0.0119898 0.0299756 0.0323421 0.00509688 0.0157904 0.0138098 0.00183225 0.0283507 0.0351559 0.0118319 0.00313533 0.000316428 0.000244736
threshold=0 3.5000000000000004 1.5000000000000002 1 5.5000000000000009 9.5000000000000018 8.5000000000000018 3.5000000000000004 5.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 36.000000000000007 6.5000000000000009
decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -3 6 13 10 -9 -10 11 -1 -7 -6
right_child=1 4 3 -5 5 12 -8 8 9 -11 -12 -13 -14 -15
leaf_value=2.9823236414308126e-05 0 0.00054927839602669673 -0.001536243194128299 0 -0.00019244698723880555 0.00030107424747706355 -0.0029023280430806289 -0.001173196720399357 0.0021765406049912375 0 0.0005095423379451496 -0.00028953960981061786 0 0
leaf_weight=1762.8802106594812 641.20041535920609 138.93495288433041 286.6330410348346 1.8053051289753046 36.080770441338245 16.839216175299956 5.0116311553647384 175.97837741898911 44.21032208197721 57.560573674665648 496.2855172091331 324.97424685537044 0.069762134313349544 29.078716823758441
leaf_count=710771 648595 140862 302493 1357 36735 16841 5280 173676 37739 51343 474347 234463 70 29638
internal_value=0 -5.89666e-05 -0.000359596 -0.0011537 0 0 -0.00125122 0 0 0 8.37197e-05 0 0.000151839 0
internal_weight=0 1155.65 929.639 288.438 226.015 87.0801 70.1711 2861.89 277.749 101.771 2584.14 2087.85 16.909 65.1595
internal_count=2864210 1181871 952445 303850 229426 88564 71653 1682339 262758 89082 1419581 945234 16911 66373
cat_boundaries=0 1 2
cat_threshold=647774 1
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=19
num_cat=7
split_feature=2 3 3 3 11 3 3 3 2 3 2 3 2 3 2 3 11 3
split_gain=0.00376021 0.100351 0.434958 0.0834759 0.0388209 0.0331238 0.155848 0.00914715 0.179844 0.201548 0.072817 0.404045 0.0443078 0.102445 0.0284703 0.0621129 0.00346423 0.00188011
threshold=0 13.500000000000002 8.5000000000000018 5.5000000000000009 1 2.5000000000000004 1.5000000000000002 2.5000000000000004 2 13.500000000000002 3 1.5000000000000002 4 1.5000000000000002 5 16.500000000000004 6 36.000000000000007
decision_type=9 2 2 2 9 2 2 2 9 2 9 2 9 2 9 2 9 2
left_child=1 2 3 4 5 6 -1 10 14 -10 12 -12 13 -2 -9 -16 17 -3
right_child=7 16 -4 -5 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0016387629433020261 0 0.0039599931933756152 -0.011341471835310831 0.0031735854850620119 0 -0.0023329264478150905 0.0026406007205259634 0 0.0036254379757645165 -0.00065455324641067105 0 -0.005950154753059822 0 0.0045557173803720506 -0.0029577005501857843 0 0 0
leaf_weight=249.42393461657775 154.85164129332406 2.7005469602154331 8.333884595143898 31.977152176026721 4.7639139005332245 140.87486402044306 85.889551193835359 296.61726322903996 264.07373354626179 3.2130628494487601 434.79108505505428 102.8302214651012 2103.1864850622915 45.539159737603768 87.442322139311727 0.71686011488782142 0.04452913269051384 0.023488322913180926
leaf_count=253714 181635 2699 9216 30323 4037 146844 91897 227311 259622 2765 423381 107640 919538 62755 139965 750 58 27
internal_value=0 -0.000254202 -0.00102685 0 -0.000641925 -0.0010876 0 1.80806e-05 0.000368522 0.00242251 0 -0.0010615 0.000181634 0.00147179 -0.000454477 -0.00170956 0.00374407 0.00388533
internal_weight=0 524.032 521.263 512.929 480.952 476.188 335.313 3493.26 652.063 267.287 2841.2 537.621 2303.58 200.391 384.776 88.1592 2.76856 2.72404
internal_count=2864177 538815 536031 526815 496492 492455 345611 2325362 630413 262387 1694949 531021 1163928 244390 368026 140715 2784 2726
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=18092185 1 4212836 12601444 4210724 2112 1
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=2
num_cat=1
split_feature=2
split_gain=0.00295131
threshold=0
decision_type=9
left_child=-1
right_child=-2
leaf_value=3.8750983150659632e-05 -0.00018369057121911966
leaf_weight=3331.9196364599229 684.60344199977226
leaf_count=2140742 723447
internal_value=0
internal_weight=0
internal_count=2864189
cat_boundaries=0 1
cat_threshold=862716
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=3
num_cat=2
split_feature=2 2
split_gain=0.00342241 0.000529678
threshold=0 1
decision_type=9 9
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00026653471752119618 0 9.3124058593043e-05
leaf_weight=393.9651876339085 2659.2421940477798 963.33167409637645
leaf_count=431249 1409665 1023255
internal_value=0 3.04453e-05
internal_weight=0 3622.57
internal_count=2864169 2432920
cat_boundaries=0 1 2
cat_threshold=19923489 297026
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=20
num_cat=5
split_feature=2 0 0 0 2 0 0 2 0 0 0 0 0 2 2 0 0 0 0
split_gain=0.000909309 0.0812111 0.461179 0.0946134 0.249771 0.0888741 0.0710296 0.113533 0.0197832 0.126451 0.0382054 0.025687 0.015591 0.0954926 0.0358113 0.014142 0.0133506 0.000379402 0.0126432
threshold=0 16.500000000000004 6.5000000000000009 4.5000000000000009 1 69.500000000000014 3.5000000000000004 2 6.5000000000000009 14.500000000000002 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3 4 92.500000000000014 18.500000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=9 2 2 2 9 2 2 9 2 2 2 2 2 9 9 2 2 2 2
left_child=8 2 3 6 -5 -3 12 -8 10 -10 11 17 14 -14 -2 16 -11 -1 -19
right_child=1 5 -4 4 -6 -7 7 -9 9 15 -12 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0 0 0.005115711814195123 -0.0068646151851382417 0.0064442406625582361 0 0 0 -0.0049544150620075868 0.0021256191141058637 0 -0.0012363081169323728 0.0011447802985902254 0.0018275420469325008 -0.00029435832399756282 -0.00108405274352086 0 -0.0019473649506324506 -0.00046704940012267347 0
leaf_weight=1119.2190601667062 68.447340583392361 24.168227307120109 73.943391105087358 42.616403398060356 17.370098220220825 2.0458140142000039 11.56567405401438 35.716512107566814 283.3854378599317 32.418744782713475 213.93979075803509 173.02833313962765 279.96080856774643 125.32068193734449 288.44937601409765 1.2756914441415563 56.327797803751309 566.99674012792639 599.49141972646066
leaf_count=901898 61692 19499 63266 40619 11899 2447 5925 37893 114215 13031 98050 80742 278459 117826 305945 1331 22051 362318 325075
internal_value=0 -5.49738e-05 -0.000542357 0 0.00322033 0.00306727 -0.000124103 -0.00305912 4.42471e-05 0.000710935 0 6.08094e-05 0 0.000542358 -0.000268398 -0.000661058 -0.00127774 0 -5.63113e-05
internal_weight=0 969.604 943.39 869.447 59.9865 26.214 809.46 47.2822 3046.08 373.408 2672.68 2458.74 762.178 405.281 356.897 90.0222 88.7465 2285.71 1166.49
internal_count=2864181 945470 923524 860258 52518 21946 807740 43818 1918711 150628 1768083 1670033 763922 396285 367637 36413 35082 1589291 687393
cat_boundaries=0 1 2 3 4 5
cat_threshold=9003758 2361360 4195328 4458768 2134017
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=40
num_cat=21
split_feature=2 3 1 1 3 3 1 3 3 3 1 1 3 1 2 2 3 3 3 3 3 1 1 2 3 1 2 2 2 3 1 1 2 3 3 2 3 2 3
split_gain=0.00200412 0.0640002 0.815099 0.611277 0.299128 0.274219 0.219909 0.227367 0.190816 0.0807657 0.0455937 0.0227269 0.00950859 0.344609 0.834433 0.749434 0.319528 0.281631 0.263567 0.420385 0.2383 0.1836 0.0542941 0.524849 0.225464 0.508348 0.80131 0.222082 0.189229 0.177088 0.568225 0.111535 0.106016 0.119062 0.415128 0.0488567 0.0916261 0.039842 0.035168
threshold=0 1.0000000180025095e-35 1 2 3.5000000000000004 2.5000000000000004 3 8.5000000000000018 10.500000000000002 14.500000000000002 4 5 3.5000000000000004 6 7 8 4.5000000000000009 8.5000000000000018 4.5000000000000009 8.5000000000000018 10.500000000000002 9 10 11 2.5000000000000004 12 13 14 15 1.0000000180025095e-35 16 17 18 2.5000000000000004 1.5000000000000002 19 9.5000000000000018 20 1.5000000000000002
decision_type=9 2 1 1 2 2 1 2 2 2 1 1 2 1 9 9 2 2 2 2 2 1 1 9 2 1 9 9 9 2 1 1 9 2 2 9 2 9 2
left_child=1 3 4 -1 -3 10 7 -7 -8 -9 -4 -5 22 14 17 20 -17 -14 37 -20 21 -15 23 -2 27 28 -27 -24 -26 31 -31 -29 33 34 -25 -18 -37 -16 -34
right_child=12 2 5 11 -6 6 8 9 -10 -11 -12 -13 13 15 18 16 35 -19 19 -21 -22 -23 24 32 25 26 -28 29 -30 30 -32 -33 38 -35 -36 36 -38 -39 -40
leaf_value=0.004468737489827194 0.0061807721627692262 0.0073461298102482199 0 0 0 0.0051036485584132511 -0.0066172415823263957 -0.0048271029194241685 0 0 -0.0075612213163340023 -0.004044144155721234 0.012442245971624136 0.0084944666406386871 0.0027292659676101611 -0.01067921375982152 0.00036176354133394287 0 -0.0095307249809912353 0 0 0 -0.0027593909499524839 0.00071685402694762713 0.0050860693127039438 0.0018323472818001002 -0.011342605248584488 -0.0029274205319792211 -0.00070440423235706561 0.0044983104806402292 -0.0013810976768514594 9.4224451751047646e-05 -0.004387689400885071 0.004476354924218144 -0.0077314587897070524 -0.0042202819107543107 0 0 0
leaf_weight=176.14326981884369 106.88380931074789 77.08275514075649 19.010351694221754 43.25268481153762 26.739511477935594 78.316789627388061 56.691350010784845 4.6696468905720385 1.3393373679427885 1.3506004151422528 127.53863196631937 92.264573126085452 70.400347725306347 46.616565772659669 34.741386320703896 53.923156924560317 43.614278341527097 6.7951848350057835 43.706042396224802 8.467518545658093 4.0377944680221836 22.723644212717772 209.75007485580863 239.5216073538686 31.356622186838649 12.040909539446147 83.696828211803222 88.623180560683977 53.582490666747617 324.32384774067759 170.66743427487381 1432.6806441714471 50.51739340079439 29.307849809862091 37.167950981667673 51.411791794002056 3.6930944843916214 11.926732595980864 40.255770594274509
leaf_count=167979 111017 85729 22376 40068 29031 71520 91339 5690 1513 1467 148678 86923 64722 49000 20746 58876 37735 5874 27864 5216 4535 24662 219732 162014 36039 12657 66412 74817 46736 221929 144444 467377 64244 25736 39983 53162 3800 12760 49898
internal_value=0 -0.000155678 -0.00121992 0.000292167 0.00424665 -0.00433688 0 0.00201293 -0.00415854 -7.0208e-05 -0.00718831 -0.00322513 2.44266e-05 0.000474047 0.00382215 -0.00120634 -0.00560165 0.0099663 -0.000304506 -0.00550605 0.00404138 0.00666574 0 0.000858626 -0.000241026 -0.00337333 -0.00742378 0 0 0.00039397 0.00199601 0 -0.000322961 0 -8.50978e-05 0 -0.002241 0.00143702 -0.00290919
internal_weight=0 704.4 392.739 311.661 103.822 288.917 142.368 84.337 58.0307 6.02025 146.549 135.517 3312.43 402.058 176.037 226.02 152.642 77.1955 98.8417 52.1736 73.378 69.3402 2910.38 503.654 2406.72 180.677 95.7377 2226.05 84.9391 2016.3 494.991 1521.3 396.771 305.997 276.69 98.7192 55.1049 46.6681 90.7732
internal_count=2864300 752313 457343 294970 114760 342583 171529 78677 92852 7157 171054 126991 2111987 368952 137182 231770 153573 70596 66586 33080 78197 73662 1743035 452892 1290143 161844 79069 1128299 82775 908567 366373 542194 341875 227733 201997 94697 56962 33506 114142
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=19942409 304 654 131 64 1 31 8663814 590512 352 608 13435138 392 8421636 8757504 271012 135 128 80 8256 4718688
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=2
num_cat=1
split_feature=2
split_gain=0.000845911
threshold=0
decision_type=9
left_child=-1
right_child=-2
leaf_value=-9.950349221964628e-05 2.0750897964561693e-05
leaf_weight=666.96098558248923 3349.5288244122257
leaf_count=652608 2211744
internal_value=0
internal_weight=0
internal_count=2864352
cat_boundaries=0 1
cat_threshold=32509057
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=20
num_cat=2
split_feature=2 3 3 3 3 11 3 3 3 3 3 3 3 3 3 3 3 3 3
split_gain=0.000824221 0.0211609 0.0558592 0.055656 0.0442528 0.00377991 0.0724651 0.0580511 0.00325624 0.0035482 0.000559914 0.110998 0.0304891 0.00980736 0.0014514 0.00595926 0.00191368 0.00122231 0.00040341
threshold=0 4.5000000000000009 1.5000000000000002 5.5000000000000009 10.500000000000002 1 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 13.500000000000002 36.000000000000007
decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 10 -7 -8 -4 -10 13 -12 -13 14 -2 -16 -17 -14 -6
right_child=5 3 8 4 18 6 7 -9 9 -11 11 12 17 -15 15 16 -18 -19 -20
leaf_value=0 0 0.0028420866013342816 -0.0025873596201555645 -0.0022367041619249096 0.00042582191135404209 0 0.0055581674459340884 0 0 -0.00065990753647357677 -0.0033710043919119312 0.0014725645532062009 -0.00058928492757956245 0.00073136088254902075 -0.00042426915103901242 0.00020726447281306528 -9.5006199656992929e-05 0 0
leaf_weight=451.01741287092591 1883.7008669848547 38.991809590348566 91.054362240152841 57.890715227127657 7.8257153834565534 9.2545639598974976 13.471048749372127 0.5812879481090939 76.631711546597217 51.478287354897475 68.170958394486661 110.60346992261475 5.1989708971232158 153.35334439906728 381.69324857315587 355.6297306725337 254.80466779517519 5.895491058123298 0.057593491481384151
leaf_count=438807 852253 36948 95167 55409 6908 2256 6311 499 71663 48776 71146 103431 5103 156426 297584 353200 256914 5487 60
internal_value=0 -0.000100567 -0.000559564 7.30121e-05 0 9.89752e-08 0.000842072 0.00416027 -0.00176685 0 0 -0.00015958 0 0 0 -0.000119163 0 0 0.000273059
internal_weight=0 774.948 670.182 104.766 65.774 3242.36 23.3069 14.0523 219.164 128.11 3219.05 189.869 121.698 3029.18 2875.83 992.128 610.434 11.0945 7.88331
internal_count=2864348 753738 654413 99325 62377 2110610 9066 6810 215606 120439 2101544 185167 114021 1916377 1759951 907698 610114 10590 6968
cat_boundaries=0 1 2
cat_threshold=20190467 1
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=2
num_cat=1
split_feature=2
split_gain=0.000561893
threshold=0
decision_type=9
left_child=-1
right_child=-2
leaf_value=-7.8925741933162308e-05 2.1145074777770488e-05
leaf_weight=615.0199098282319 3401.2582065502738
leaf_count=622778 2241503
internal_value=0
internal_weight=0
internal_count=2864281
cat_boundaries=0 1
cat_threshold=20185347
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=21
num_cat=9
split_feature=2 3 11 3 3 2 3 2 3 3 3 3 2 3 2 2 3 3 2 2
split_gain=0.00160247 0.0312502 0.0225462 0.0173432 0.00458033 0.0897653 0.0717896 0.0659001 0.064997 0.0254822 0.0128116 0.0442877 0.054626 0.0372569 0.0764455 0.0151464 0.00223534 0.00612317 0.000766619 0.000544832
threshold=0 3.5000000000000004 1 4.5000000000000009 3.5000000000000004 2 5.5000000000000009 3 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 4 4.5000000000000009 5 6 9.5000000000000018 10.500000000000002 7 8
decision_type=9 2 9 2 2 9 2 9 2 2 2 2 9 2 9 9 2 2 9 9
left_child=1 2 -1 -3 7 10 -7 8 9 -2 13 12 -12 15 -15 -6 -5 -18 -13 -9
right_child=4 3 -4 16 5 6 -8 19 -10 -11 11 18 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.0010684679069449757 0.00084622860776613774 0.0015543404479637076 0 -0.00056767063282560544 -0.0014503344749115363 -0.004444471633758669 0 0 0.0028735399591425835 -0.0011083691178630907 0 0.00042315942147984554 -0.0041162258354692635 0 0.0031215882197016555 0 0.0013715197377583679 0 0 -0.0001089161032888478
leaf_weight=454.94481693636772 161.16424363040278 41.84616618011205 1.8122974954894733 39.366754683025647 32.006886698160088 55.750767237820583 31.527651275475364 2273.5314461844246 136.06947689308072 65.995884306601511 14.1985652402509 2.8125692647008691 18.379162713099504 73.592841809702804 89.859337819420034 93.774487288537784 2.5516061277303361 6.1233846009126864 2.4396449748019213 419.28120517460411
leaf_count=511945 149213 42217 1531 42191 28018 76522 36328 1050754 165257 72175 10352 2335 18413 54905 86572 82658 2864 6690 1844 421510
internal_value=0 -0.000162744 -0.000821085 3.50001e-05 1.17789e-05 -6.49881e-05 -0.0026581 0.000119968 0.00132078 0 2.57236e-05 0 -0.00266031 0.000634118 0.00160918 0 0 0 0 0
internal_weight=0 546.645 456.757 89.8879 3470.38 414.342 87.2784 3056.04 363.23 227.16 327.063 37.8299 32.5777 289.234 163.452 125.781 48.0417 8.67499 5.25221 2692.81
internal_count=2864294 607438 513476 93962 2256856 397947 112850 1858909 386645 221388 285097 32944 28765 252153 141477 110676 51745 9554 4179 1472264
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=26221089 1 336338 4768780 65600 65728 262162 262418 2097218
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=40
num_cat=12
split_feature=2 0 0 3 3 3 11 0 3 3 3 3 0 3 2 0 2 0 0 3 2 0 0 2 0 3 3 3 2 2 3 3 2 3 2 2 3 11 3
split_gain=0.00122562 0.0255898 0.117747 0.447095 0.429241 0.329996 0.0971598 0.0768982 0.0735627 0.0655432 0.0685967 0.00530738 0.00434909 0.11607 0.192185 0.247174 0.0725754 0.0725284 0.104323 0.0518663 0.424698 0.169725 0.0915211 0.091371 0.10656 0.0920253 0.0487768 0.0428221 0.484835 0.203316 0.202712 0.028028 0.0298891 0.0183287 0.534122 0.231845 0.00337833 0.00259971 0.00186453
threshold=0 18.500000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 1 69.500000000000014 1.5000000000000002 2.5000000000000004 1.5000000000000002 9.5000000000000018 1.5000000000000002 4.5000000000000009 2 15.500000000000002 3 2.5000000000000004 29.500000000000004 3.5000000000000004 4 47.500000000000007 6.5000000000000009 5 92.500000000000014 1.5000000000000002 19.500000000000004 3.5000000000000004 6 7 14.500000000000002 11.500000000000002 8 2.5000000000000004 9 10 23.500000000000004 11 1.5000000000000002
decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 9 2 2 2 2 9 9 2 2 9 2 9 9 2 9 2
left_child=1 2 3 9 -5 -4 -7 8 37 10 -1 -6 27 16 -15 26 17 -14 -19 23 22 -22 -21 25 -25 -18 -16 29 31 -2 -30 32 -29 35 -35 38 -13 -3 -31
right_child=12 7 5 4 11 6 -8 -9 -10 -11 -12 36 13 14 15 -17 19 18 -20 20 21 -23 -24 24 -26 -27 -28 28 30 33 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=-0.0012191765854802231 0.0025902034204250786 0.0062791432562543936 0 0.0094612960101787477 -0.00069702209851959585 -0.010314318769826136 0 0 0 -0.0039843890996229623 0.0011954128475226049 0.0010046593720547811 0 0 0.0075628669853970518 0 0 0.005689084556720252 0 0.0054213371720900731 -0.0097451763703491467 0 0 -0.0028124906853361732 0 0.0022750114437115167 0 0 -0.0088212952719818587 0.00012885639867832503 0 0 0.0023711203435098859 0.0071584082799315803 -0.003481780413941358 -0.0035604317187434955 0 0 -0.00011508653565159295
leaf_weight=324.17029881506824 246.47593338403567 9.5060844168401673 108.65574222175201 56.754106507563847 72.681009310806985 23.487813820742304 0.53065537640941585 1.4875670298351895 2.6266384742339133 74.11774672574029 81.63771904557143 6.6284271543845525 19.711934820094029 7.3970798457667115 81.177175263786921 2.8280509412579695 870.02975642462116 45.648912171491247 1.0207919998210844 8.8868561238268722 43.964478446650901 0.072087149921570837 2.1394766120647555 213.50949436369774 0.73571556730894272 164.76473242010979 0.31666139094158907 26.541590675260522 68.667382978048408 992.39521697904274 1.8308614261622995 4.005883307370822 88.818148018624925 40.227017572011391 61.47551226055657 166.28288424484344 0.25941765002789896 0.020115125080334972 96.050374461439787
leaf_count=317454 292216 8835 116616 57883 77538 22200 435 1804 2720 78273 87315 6834 22526 10077 57008 1574 225269 46402 1189 10460 29007 69 2221 205223 809 97713 255 22120 94500 477137 2055 3162 87093 40660 64539 187344 243 12 105370
internal_value=0 -0.000123577 -0.000556565 0 0.00456989 -0.00295321 -0.00934632 0.000786951 0.00434556 -0.00139861 0 0 0 0.00017072 0.00314534 0.00501445 0 0.00240634 0.00428111 -0.000285758 -0.00271981 -0.00747305 0.0018942 0 -0.00180326 0.000284461 0.0072567 0 -0.00139349 2.80436e-05 -0.00681985 0.000923681 0.00171061 -0.000283751 0 -0.000480429 0.000293945 0.00622494 0
internal_weight=0 762.563 748.923 616.249 136.323 132.674 24.0185 13.6404 12.1528 479.926 405.808 79.5689 3254.97 1462.2 91.719 84.3219 1370.48 66.3816 46.6697 1304.1 55.0629 44.0366 11.0263 1249.04 214.245 1034.79 81.4938 1792.77 189.864 1602.91 70.4982 119.366 115.36 1356.43 101.703 1254.73 6.88784 9.5262 1088.45
internal_count=2864160 778162 764791 625540 142498 139251 22635 13371 11567 483042 404769 84615 2085998 709802 68914 58837 640888 70117 47591 570771 41757 29076 12681 529014 206032 322982 57263 1376196 208930 1167266 96555 112375 109213 875050 105199 769851 7077 8847 582507
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=19929489 1 4768264 4719112 8396832 262214 885318 12641316 2 65546 262208 1
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=13
num_cat=2
split_feature=2 0 0 0 0 0 12 0 0 0 0 0
split_gain=0.000653042 0.097613 0.273483 0.157825 0.0183798 0.0867319 0.0839729 0.0725158 0.00553941 0.00265496 0.00106655 3.75817e-05
threshold=0 14.500000000000002 10.500000000000002 37.500000000000007 14.500000000000002 8.5000000000000018 1 23.500000000000004 7.5000000000000009 29.500000000000004 4.5000000000000009 35.500000000000007
decision_type=9 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 8 -3 5 10 -7 -6 -1 -9 -2 -11
right_child=4 3 -4 -5 7 6 -8 9 -10 11 -12 -13
leaf_value=-0.00029746788006031134 5.1417025675342168e-05 0.0072724610329938204 -0.0090781617018204919 0 -0.002994197319146753 0.0029352572932642026 0 0.00072249213684862513 0.00053572412225298281 -9.7437462929438471e-05 -8.4986947306966718e-05 0
leaf_weight=454.17581954958951 2842.4018718229563 10.067973843426442 8.4750648194712976 1.4148144444625348 61.867066465551034 178.70857775451441 1.6357013699162042 20.861852633592207 13.730744215288722 9.5844027464627306 395.28342203487773 17.042918004546664
leaf_count=473503 2031267 8262 8130 1501 27771 80184 2020 9709 11723 3926 194754 11496
internal_value=0 -3.80575e-05 -0.000927921 0.00361096 4.02029e-05 0.000162571 0.00213461 -0.000840516 0 0 0 0
internal_weight=0 487.864 476.382 11.4828 3527.39 3418.03 180.344 109.356 467.907 47.4892 3237.69 26.6273
internal_count=2864246 503119 493356 9763 2361127 2308225 82204 52902 485226 25131 2226021 15422
cat_boundaries=0 1 2
cat_threshold=24384257 1
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=25
num_cat=7
split_feature=2 3 2 3 2 2 3 3 3 3 2 3 3 3 3 3 3 3 3 2 3 3 2 3
split_gain=0.000788528 0.0149806 0.110141 0.0577023 0.589061 0.0596919 0.13093 0.33942 0.152849 0.0494464 0.0266996 0.0216041 0.0286598 0.0185259 0.00689218 0.0275403 0.0217055 0.0178063 0.00908422 0.00325041 0.00319094 0.000478557 0.000426645 0.000328759
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 2 3 6.5000000000000009 5.5000000000000009 2.5000000000000004 12.500000000000002 4 6.5000000000000009 5.5000000000000009 11.500000000000002 7.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 5 4.5000000000000009 36.000000000000007 6 3.5000000000000004
decision_type=9 2 9 2 9 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2
left_child=14 2 -2 4 10 11 7 8 -7 -8 -3 12 20 -13 15 18 -17 23 -1 -14 -5 -16 -4 -18
right_child=1 3 22 5 -6 6 9 -9 -10 -11 -12 13 19 -15 21 16 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-8.5865078664604607e-05 0.002375419722569631 0 0 -0.00033595672223676117 -0.0067296958173895961 0.0028791197981432991 -0.00302079420109718 0.0094211388337231226 -0.00056534535166384244 0 0.0020754760111847972 0.0017880301566086559 0 0 0.00039308384782595865 -0.0015722595782249012 0.00039639295125153975 -0.0012145171163401008 0.00051544967453625971 -0.0030059497492582344 0 0 -0.00012659202403820697 0
leaf_weight=1680.8352571044597 182.49264411725744 66.327017671654176 125.92045392665023 252.71684204053054 96.082055704580853 144.88791497695638 30.807866592920618 29.375463272925117 237.34214077680372 3.7840719927044111 87.328781620908558 27.946797615069954 2.8288896658923477 4.9621166286669895 25.682585818445663 197.04767796030501 129.94836500834936 75.907266658687149 264.43710975338763 20.818802180452625 35.158501448665447 0.072876928112235784 226.22818206992088 67.668009650373278
leaf_count=625727 154488 84599 128975 294490 95462 152093 32519 28676 250707 4287 98034 32501 2492 5178 18267 172187 104452 52884 157458 25766 43092 56 248420 51328
internal_value=0 5.09954e-05 0.000522299 0 -0.00138852 0.000214309 0.00112978 0.00206466 0.000127071 -0.000967163 0.00117409 -0.000191003 -0.000821428 0 -3.85369e-05 -0.000167723 -0.000829233 0 0 -0.00310446 0 0.00026169 0 0.000309793
internal_weight=0 1575.01 534.641 1040.37 249.738 790.629 446.197 411.606 382.23 34.5919 153.656 344.432 311.523 32.9089 2441.6 2415.84 470.571 273.524 1945.27 23.6477 287.875 25.7555 352.149 197.616
internal_count=2864138 1681779 531883 1149896 278095 871801 468282 431476 402800 36806 182633 403519 365840 37679 1182359 1164036 380851 208664 783185 28258 337582 18323 377395 155780
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=20746305 74780 12602146 19744 2050 1024 2304
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=40
num_cat=2
split_feature=2 3 0 0 0 3 0 3 3 0 3 0 0 3 3 11 3 3 0 3 3 0 0 0 0 0 0 0 0 3 3 0 0 0 0 3 3 0 3
split_gain=0.000426002 0.0231294 0.10942 0.0401221 0.0741889 0.659762 0.0702471 0.0961052 0.0708503 0.0378706 0.0290536 0.00553627 0.00548405 0.118826 0.102532 0.11653 0.0222488 0.0194066 0.273177 0.236047 0.229568 0.229693 0.112713 0.400068 0.126921 0.080986 0.0555058 0.0512621 0.021281 0.010025 0.00507218 0.00504268 0.00373622 0.00303069 0.00610732 0.000442086 0.0687255 0.000209475 1.8826e-05
threshold=0 1.5000000000000002 8.5000000000000018 9.5000000000000018 2.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 13.500000000000002 37.500000000000007 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 5.5000000000000009 6.5000000000000009 9.5000000000000018 6.5000000000000009 24.500000000000004 5.5000000000000009 9.5000000000000018 15.500000000000002 2.5000000000000004 12.500000000000002 6.5000000000000009 23.500000000000004 7.5000000000000009 10.500000000000002 27.500000000000004 16.500000000000004 4.5000000000000009 4.5000000000000009 23.500000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 11 -9 -4 -8 -3 13 -2 15 -15 -16 25 19 -19 22 30 23 -20 -24 28 -27 -23 -14 -18 -22 -5 -7 -28 -35 36 -21 -30 -37
right_child=12 3 9 31 5 32 10 8 -10 -11 -12 -13 17 14 16 -17 29 18 20 35 21 27 24 -25 -26 26 33 -29 37 -31 -32 -33 -34 34 -36 38 -38 -39 -40
leaf_value=-0.0021222852946361599 0.00044360220052694262 0 0.0026848675130175491 -0.0018711756486662796 0.0099380670194097083 -0.0037318286117008896 -0.0038850278675652788 0.0036051418360542454 0 0 0 -0.0011415915552287178 -0.00092220002848952007 -0.0026764372520499363 0.0015590840526976185 0 -0.0014816811742389318 0.003694291275604561 0 0 0 0.0086106667370174431 0.0020334686650703929 -0.0084583394545434051 -0.0042427958182326897 0.0023031015743331653 -0.00081072492816575039 0 8.1109872161635432e-05 0 -0.0011491320899701318 0 0 0.00073440401111206886 0 7.7960723951265274e-05 -0.0023541922308642255 -3.5785328359659244e-05 0
leaf_weight=259.00275630669785 764.87078555739572 24.810102954417744 26.438288477984319 9.7083504640613647 42.730629068462804 6.350691319719771 25.126540681932969 110.84063866579072 2.0697666736086822 1.1118211168504775 2.6243204852908084 12.481083464073889 599.84274594092858 420.75375716814597 61.531060531619005 1.5948027520789754 15.664067584162696 324.3056006537372 183.43204455949308 187.14400481131452 6.3736150656041017 14.954979224392448 86.089471482409863 73.421753479524341 13.840140076528767 166.45969366567442 16.109989196876995 2.2004759884730438 267.95217707174015 3.5256714404385994 8.410942100803366 0.85592443241330407 0.96353856457426434 83.235044780449243 19.704224689106923 0.97464633561321423 94.801239825661469 75.089037641795585 0.1814210208831355
leaf_count=281693 486716 36695 28660 7019 49266 7557 29974 137140 1604 1422 3089 15487 251817 450784 64187 1473 17191 272887 129605 169808 4316 6785 53315 50018 13471 42908 4372 1372 94665 3709 6230 947 734 20064 4824 924 87675 23575 163
internal_value=0 -8.68235e-05 -0.000862766 0 0.00110077 0.00362959 0 0.000945098 0.00280199 0.000699137 -0.00306214 0 0 -7.03797e-05 -0.00139561 -0.00213587 0 0.000146537 0.00048611 0.00197052 -0.00109191 0.00290738 -0.0024233 -0.00344201 0 0 0.00124242 0.00773388 -0.000576055 0 0 -0.00147793 -0.00354481 0 0 0 -0.000119046 0 0
internal_weight=0 525.114 286.553 238.562 227.997 50.0449 177.952 150.202 112.91 27.5501 27.7509 37.2912 3492.46 1267.94 503.069 422.349 80.7208 2224.52 996.13 607.407 388.723 31.94 356.783 256.854 99.9296 1228.39 285.509 17.1555 942.884 19.1897 14.7846 10.5643 7.31423 119.049 102.939 283.101 281.945 343.041 1.15607
internal_count=2864141 601287 311775 289512 281546 57557 223989 190926 138744 30082 33063 52182 2262854 1024060 537344 452257 85087 1238794 796569 531457 265112 18703 246409 179623 66786 442225 72168 8157 370057 20900 10546 7966 8291 29260 24888 258570 257483 118240 1087
cat_boundaries=0 1 2
cat_threshold=19972739 1
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=10
num_cat=4
split_feature=2 3 3 3 2 2 3 3 2
split_gain=0.000143014 0.0261673 0.00526157 0.00489068 0.0466216 0.0119389 0.0851897 0.0375073 1.4595e-05
threshold=0 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1 2 13.500000000000002 14.500000000000002 3
decision_type=9 2 2 2 9 9 2 2 9
left_child=1 -1 -3 4 8 7 -7 -5 -2
right_child=3 2 -4 5 -6 6 -8 -9 -10
leaf_value=0.00069264318024049067 0 -0.00026960640360743782 0 0.0010040993829102105 -0.0023661039940941326 -0.0036409533939314822 0 0 -8.2428751443438267e-06
leaf_weight=510.83029618078581 96.910031682178669 732.51332311212809 15.401258175690598 462.82397579161989 52.161043728934601 34.262381967764668 1.2227556868165255 2.486989390657981 2108.0550621469047
leaf_count=498849 103552 821736 17647 400624 64364 30689 920 1796 924150
internal_value=0 2.14455e-05 -6.00968e-05 -1.72529e-05 -0.000147475 0 0 0.000486075 0
internal_weight=0 1258.74 747.915 2757.92 2257.13 500.796 35.4851 465.311 2204.97
internal_count=2864327 1338232 839383 1526095 1092066 434029 31609 402420 1027702
cat_boundaries=0 1 2 3 4
cat_threshold=11095612 4460866 41410 4460544
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=35
num_cat=9
split_feature=2 3 2 0 0 3 0 3 0 0 3 0 3 0 2 0 0 2 0 2 2 0 0 0 0 2 0 2 2 0 3 3 3 0
split_gain=0.00320282 0.0414815 0.10194 0.132396 0.0371144 0.105122 0.0939808 0.0667352 0.0805792 0.0650797 0.082933 0.0449427 0.0108024 0.484486 0.706969 0.332248 0.26678 0.251442 0.250399 0.199535 0.169681 0.109583 0.0700347 0.0456383 0.111364 0.196206 0.0969929 0.222087 0.221363 0.046471 0.00781397 0.0051171 0.000720873 3.72605e-06
threshold=0 9.5000000000000018 1 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 37.500000000000007 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 2 14.500000000000002 6.5000000000000009 3 1.5000000000000002 4 5 6.5000000000000009 7.5000000000000009 8.5000000000000018 6.5000000000000009 6 12.500000000000002 7 8 5.5000000000000009 6.5000000000000009 36.000000000000007 12.500000000000002 12.500000000000002
decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 9 2 2 2 2 9 2 9 9 2 2 2 2 2
left_child=4 12 3 31 5 6 11 8 -6 10 -7 -1 20 14 16 17 18 -15 -14 -17 21 -2 -18 24 29 -26 27 -25 -28 -22 -11 -3 -12 -9
right_child=1 2 -4 -5 7 9 -8 33 -10 30 32 -13 13 15 -16 19 22 -19 -20 -21 23 -23 -24 26 25 -27 28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0 0.0037989835753359808 0.008839256813335793 0 0 0.0031977937547214182 0.0028384051524997758 0 -3.2171709634632063e-05 0 -0.0016281169449189261 -0.00044045164385023448 -0.005350611526573722 0 0 -0.0063335415063612765 0.0027188707526198791 -0.0080500893033453036 0.011371719555129816 0.0046898336700813706 -0.0059282513834368888 0 0 0 0 0.0046243593437974443 0 0.0052694006533400613 -0.0077666542256749089 -0.0018511573501870165 -0.002071143726741467 0 0 0 0
leaf_weight=163.5672677093753 168.42006413715717 10.406907512166066 12.198739884719545 0.82961665480979796 114.21704527005568 142.01945284764952 73.001950600591954 5.9997919713205183 1.4883632776982256 35.032133528235136 7.158870112965813 69.282534379326535 216.07985261635258 8.250349077919962 182.96039849535464 2.8270110326702707 5.8616792526881891 28.799618992692558 131.93655199524801 7.767996483089517 2186.6551842275294 15.381203605960762 5.6655523374502081 79.199232997954823 102.59130425423791 11.612601017957784 23.628335821442306 20.688816040434176 90.409962815669132 84.49602483738272 4.7482053479179731 0.02778729880810793 3.5273205930716358 0.95080203018733289
leaf_count=172268 180559 9088 10308 684 115003 144325 79158 5350 1814 37692 8431 77011 225147 5391 225377 2073 3518 11461 91554 4475 1268742 17923 2762 15786 29086 10017 25066 20352 20347 33942 5090 20 3788 696
internal_value=0 6.5224e-06 0.00278597 0.00528958 -0.000219621 -0.000872188 -0.00208007 0.000102463 0.0021427 0 0.00174533 -0.00301725 0 -0.000406401 -0.00181564 0.00627774 0.00018187 0.00975652 0.00167275 0 4.46123e-05 0.00274702 -0.00625284 -7.17196e-05 0 0.00274579 -0.00138811 -0.00332956 0 -0.000107184 -0.00116215 0.00876432 0 0
internal_weight=0 3396.69 23.4631 11.2643 620.994 498.338 305.852 122.656 115.705 192.486 152.706 232.85 3373.23 590.149 542.504 47.645 359.544 37.05 348.016 10.595 2783.08 183.801 11.5272 2599.28 2385.36 114.204 213.926 99.888 114.038 2271.15 39.7803 10.4347 10.6862 6.95059
internal_count=2864304 2213678 20100 9792 650626 527763 328437 122863 116817 199326 156544 249279 2193578 571758 548358 23400 322981 16852 316701 6548 1621820 198482 6280 1423338 1341787 39103 81551 36138 45413 1302684 42782 9108 12219 6046
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=19923595 8685620 600384 788496 787472 4214804 9175136 66624 8456480
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=37
num_cat=7
split_feature=2 0 0 2 3 0 3 0 3 0 3 0 0 0 3 2 3 0 3 0 3 3 0 3 0 2 0 0 0 0 3 2 11 3 11 3
split_gain=0.00514629 0.092581 0.0787087 0.0623637 0.0285105 0.0278281 0.201102 0.0599052 0.288882 0.106347 0.054126 0.0402003 0.0338187 0.0373512 0.0555683 0.0262805 0.0207639 0.132305 0.0422431 0.0408886 0.200882 0.100272 0.0280161 0.0185989 0.357363 0.0767785 0.238573 0.360144 0.0615567 0.0641247 0.0568415 0.019782 0.0112735 0.00955062 0.00517282 0.00506062
threshold=0 27.500000000000004 23.500000000000004 1 3.5000000000000004 27.500000000000004 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 6.5000000000000009 2.5000000000000004 108.50000000000001 8.5000000000000018 13.500000000000002 4.5000000000000009 2 3.5000000000000004 1.5000000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 1.0000000180025095e-35 3 6.5000000000000009 5.5000000000000009 7.5000000000000009 5.5000000000000009 13.500000000000002 4 5 36.000000000000007 6 3.5000000000000004
decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 9 2
left_child=5 2 23 -3 15 7 11 9 -9 16 -11 -7 -10 14 -14 -4 19 18 -18 20 -1 -21 -19 25 32 28 27 -27 29 -2 31 -26 33 -25 -28 -30
right_child=1 3 4 -5 -6 6 -8 8 12 10 -12 -13 13 -15 -16 -17 17 22 -20 21 -22 -23 -24 24 30 26 34 -29 35 -31 -32 -33 -34 -35 -36 -37
leaf_value=0 0 0 0 -0.0051874768272306146 0 0.0088168450834148603 0 -0.0056394979260958392 0 0.0060544822026228342 0 0 0 0 0.0061109435965749455 0.0050806540485051491 -0.0036594424721927096 0.0019137416421597939 0 0.0007700880520843885 0.0034159109266288811 -0.0022694713369063413 0 0.010184654550985911 0 -0.0011570033202337382 -0.0066417942124774171 0.0079481258076496454 0.0016941052230711737 -0.0020887650332458876 0 -0.0040034514091654263 0 0 0 0
leaf_weight=316.13455117203193 2011.8158279993804 4.2002310700627277 0.49976973899174482 18.706985472410455 0.29810696010827165 4.8960756966553145 6.7245343451941153 75.827964811258425 3.9018362333736176 16.183759867722987 4.3770500919417819 0.22772660307236936 8.2924534962003253 4.4491004312585565 4.8465894510882199 10.867405753917405 111.09796888392066 46.496388826042676 4.4544071946584145 133.57278696327558 182.65093187959246 145.85082710809002 10.535923006420488 7.1992455532890771 0.56191427542944439 475.54384087218205 45.960422884916625 16.296800906631688 190.58698524111969 124.56036843571928 2.5873986391816279 7.8936951525683963 0.053799719928065204 0.044862157461466157 0.9885408669069865 18.719622403325047
leaf_count=329426 1041632 4565 555 4431 234 3094 7568 71577 3501 15660 4669 226 6153 3449 3313 2631 138142 53261 4661 131823 218438 155586 11100 6321 512 495586 42415 14887 41675 33249 1918 5811 75 32 546 5693
internal_value=0 -0.000100799 0 -0.00425117 0.0042853 0.000137587 0.00267604 0 -0.00200307 0.000296806 0.00477266 0.00811095 0.000811599 0.00279629 0.0041574 0.00503867 0 -0.000843212 -0.00317481 0.000280522 0.000945267 0 0 -8.652e-05 0.00127098 -0.00021108 -0.00124535 0 0 -0.000123591 -0.000183816 -0.0038493 0.00989291 0.0100518 -0.00654786 0.00156013
internal_weight=0 2937.39 2914.48 22.9072 11.6653 1080.52 11.8483 1068.67 97.3179 971.355 20.5608 5.1238 21.49 17.5881 13.139 11.3672 950.794 172.585 115.552 778.209 498.785 279.424 57.0323 2902.81 18.3409 2884.47 538.79 491.841 2345.68 2136.38 11.043 8.45561 7.29791 7.24411 46.949 209.307
internal_count=2864415 1702768 1693772 8996 3420 1161647 10888 1150759 87993 1062766 20329 3320 16416 12915 9466 3186 1042437 207164 142803 835273 547864 287409 64361 1690352 14669 1675683 553434 510473 1122249 1074881 8241 6323 6428 6353 42961 47368
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=15295534 2064 256 4544 2048 1 1
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=22
num_cat=7
split_feature=2 3 2 3 3 3 2 3 3 3 3 3 2 3 3 2 2 3 2 3 3
split_gain=0.00262455 0.00843514 0.0501112 0.0416922 0.0620423 0.059497 0.0325521 0.116814 0.00932908 0.0379321 0.0496239 0.00672107 0.0300656 0.0264193 0.0073211 0.0215673 0.0182205 0.0584557 0.000854746 0.000267237 9.49321e-05
threshold=0 1.5000000000000002 1 2.5000000000000004 5.5000000000000009 11.500000000000002 2 1.0000000180025095e-35 16.500000000000004 5.5000000000000009 4.5000000000000009 4.5000000000000009 3 13.500000000000002 2.5000000000000004 4 5 1.5000000000000002 6 7.5000000000000009 3.5000000000000004
decision_type=9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 9 9 2 9 2 2
left_child=1 6 3 -3 -5 -6 7 -1 9 10 20 14 19 -14 16 -16 -2 -18 -8 -13 -4
right_child=11 2 8 4 5 -7 18 -9 -10 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0 0 0.0035463537572169631 0 -0.00068772120469789738 0.0043598899530857141 0 0 -0.0059195166767774705 0 -0.0027245430393001108 0.0028407997930076541 0.00017445464715789432 -0.0021336271263784042 0 0.00094284273816458333 0 0 -0.0032354937336125534 0.00019750365855365602 0 -0.0011405983530073545
leaf_weight=30.034742678079056 2264.3590566721396 53.034617799639818 150.44101863346259 114.93811500745505 30.332682532040053 1.7745417323603749 48.20250001434033 13.575416426181617 1.0479070944129478 33.667436236006324 21.504431722679328 57.807450801716186 116.68937993713189 4.3327245293621663 267.38000915192606 88.319335694166512 197.82026167906588 45.430722256092849 431.65712174388682 11.986715346371055 32.676494696206646
leaf_count=31547 1102224 54695 180064 130281 29937 1373 47977 16484 1024 37842 28031 57237 95211 4120 226137 85790 199287 50747 429040 11772 43338
internal_value=0 0.000124801 0.000461849 0.00158251 0 0.00298091 0 -0.00194365 0 -0.000589682 0 -5.86004e-05 -0.000593842 -0.00153322 0 0.000386355 -7.85006e-05 -0.000835746 0.000136325 0 -0.00061494
internal_weight=0 962.887 439.417 200.08 147.045 32.1072 523.47 43.6102 239.337 238.289 204.622 3054.13 190.816 121.022 2863.31 355.699 2507.61 243.251 479.86 69.7942 183.118
internal_count=2864158 1031633 506585 216286 161591 31310 525048 48031 290299 289275 251433 1832525 168340 99331 1664185 311927 1352258 250034 477017 69009 223402
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=9299124 106644 41092 258 2100032 4200522 8454144
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=40
num_cat=10
split_feature=2 1 0 3 0 3 3 0 3 3 0 3 0 0 1 0 0 0 1 0 1 1 1 0 0 0 0 3 3 0 3 0 0 0 0 1 3 2 2
split_gain=0.00427153 0.032495 0.215097 0.479566 0.40905 0.40323 0.16364 0.122376 0.116462 0.0613019 0.286438 0.258616 0.376833 0.349794 0.21284 0.089093 0.087116 0.297822 0.300165 0.295353 0.395253 0.190726 0.185519 0.112557 0.083559 0.083058 0.0636865 0.0608418 0.0398177 0.0602338 0.18614 0.0577836 0.11697 0.0371564 0.0208844 0.0128317 0.166303 0.475057 0.357733
threshold=0 1 3.5000000000000004 3.5000000000000004 5.5000000000000009 8.5000000000000018 13.500000000000002 19.500000000000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3 7.5000000000000009 4 5 6 107.50000000000001 55.500000000000007 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 7 1.0000000180025095e-35 8 9
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 9
left_child=35 2 3 28 6 -5 -4 8 -6 16 11 12 13 -11 -12 25 17 22 -19 20 -18 26 -3 -23 27 -13 -21 -16 31 -30 -31 -2 -33 -20 -22 36 38 -38 -1
right_child=1 9 4 5 7 -7 -8 -9 -10 10 14 15 -14 -15 24 -17 19 18 33 21 34 23 -24 -25 -26 -27 -28 -29 29 30 -32 32 -34 -35 -36 -37 37 -39 -40
leaf_value=0 0 0.0044254399410802604 -0.009982939030664207 0.010651990694869195 0.0059341314421142372 0 0 0 0 -0.0035512550825536494 0 0 -0.0071581419754088958 0.0034705383074460552 0.010244336280650577 0 0.0087519994466539186 0 -0.0083815273573020141 0 0 -0.0082474397416568059 0 0 0 0.0063675868235270258 0.0037795080285329611 0 0 0 -0.008242072990109206 0.004965159152277048 0 0 -0.0021316483301836264 -0.00028602554393937865 0.0084045857115711171 0 -0.0074274944462804793
leaf_weight=468.46890500208974 76.646618471866532 95.942103337700246 31.05036161799217 66.659139054587286 37.91345655315672 6.819259083189535 0.12028942184406233 10.833592147842863 6.9800735193421124 134.8026320675599 11.852784904011058 18.345276889449451 140.02245376208884 87.857421080960194 18.904400917352188 6.7454503161861785 62.900696364973555 38.658433045326092 55.103302075454849 2.491877956097599 26.70321097804117 20.089885857756602 71.011607853401074 0.25804997658997209 0.43881220911862229 14.173891494341659 15.272687283504636 0.29116363840876047 114.3336672092737 22.951932367090194 8.1375213058054232 51.885346454087994 12.223642469471086 34.01827317471907 15.961144581480765 1847.7370726775671 45.770711086937808 305.95819461175779 31.279983480708324
leaf_count=205791 77741 110378 28897 67804 34938 7686 96 9332 5520 157048 10132 19157 140169 89770 14815 6234 60257 35733 53988 2540 31384 17997 81427 221 452 13761 14887 221 125668 23134 8190 47118 12180 35152 15740 995234 47615 227131 28926
internal_value=0 0.000110848 0.000838104 0.00234321 -0.00175594 0.00818657 -0.00852711 0.000190642 0.00404742 0 -0.00104278 -0.00237032 -0.00354809 0 0.00391295 0.00100221 0.000482589 0 -0.00370945 0.00237573 0.00538381 -0.000253202 0.00202442 -0.00561622 0.0071748 0.00391961 0.000375331 0.00958947 0 -0.000850894 -0.00345529 0.00126018 0.00300358 -0.00632936 0 -9.74713e-05 0 0.0018511 -0.000818635
internal_weight=0 1318.4 446.555 359.657 86.8978 73.4784 31.1707 55.7271 44.8935 871.846 433.434 401.947 362.683 222.66 31.4872 39.2646 438.411 294.734 127.78 143.678 105.565 38.1125 166.954 20.3479 19.6344 32.5192 17.7646 19.1956 286.179 145.423 31.0895 140.756 64.109 89.1216 42.6644 2699.21 851.478 351.729 499.749
internal_count=2864464 1359767 448304 369521 78783 75490 28993 49790 40458 911463 451759 426139 386987 246818 25620 39152 459704 316678 124873 143026 107381 35645 191805 18218 15488 32918 17427 15036 294031 156992 31324 137039 59298 89140 47124 1504697 509463 274746 234717
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=28852419 46 144 80 193 144 769 593 10502145 524482
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
adm_past_year=3952
count_proc=3292
an110mdc_ra=2899
agegroup_rm=2435
pat_remoteness=930
sex_cat=165
flag_emergency=146
cc_cerebral_palsy=146
cc_crohns_disease=140
indstat_flag=130
malnutrition=83
drg11_type_m=60
cc_arthritis_and_osteoarthritis=15

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]
[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], [1, 2], [0, 1], [0, 1], [0, 1, 2, 3], [0, 1], [0, 1], [0, 1]]
