tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=binary sigmoid:1
feature_names=num_seqs sum_len min_len sum_completeness gc_var cpg_var cpg_max_min skew_var skew_max_min tetra_pca overlap_singl_like_gene codon_pca redundunt_protein min_contig_rate overlap_sp_one_or_no redundunt_cat
feature_infos=[2:35] [4208:568414] [2000:36684] [0:302] [0:793.5] [0:0.01247406005859375] [1.0728836059570312e-06:0.1669921875] [0:0.1522216796875] [5.9604644775390625e-06:0.693359375] [8.5234642028808594e-06:0.005657196044921875] [0:10] [7.4565410614013672e-05:0.034942626953125] [0:115] [0.38532765609962377:49.968640069809936] -1:0:1 -1:0:3:1:2
tree_sizes=962 986 980 998 1010 990 993 980 981 983 991 993 989 992 1001 991 980 994 987 1005 1002 991 1003 998 996 1002 983 999 1004 1003 994 989 990 993 990 1019 997 1004 1004 995 996 997 991 1002 997 977 985 999 988 1001 999 979 992 995 991 994 1012 990 1004 987 990 988 983 984 984 997 1003 985 990 987 974 994 983 975 1001 987 995 986 990 978 982 992 986 994 986 995 985 999 1000 977 990 984 980 994 978 971 992 986 991 983 990 988 972 985 988 996 989 991 995 975 991 992 995 972 992 983 973 992 969 983 974 980 977 975 976 980 984 991 1000 990 987 980 986 969 991 983 1005 985 992 990 988 993 978 982 993 968 982 984 973 974 992 987 990 999 968 981 997 982 998 986 995 989 991 1006 985 977 975 984 979 987 986 976 1000 984 977 980

Tree=0
num_leaves=8
num_cat=0
split_feature=3 6 12 5 6 3 9
split_gain=5381.98 4044.77 4369.92 195.27 181.572 93.7958 69.0468
threshold=102.50000000000001 0.021781921386718753 1.5000000000000002 0.00024569034576416021 0.014453887939453127 93.500000000000014 0.0003455877304077149
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -6
right_child=-2 3 -4 -5 6 -7 -8
leaf_value=0.7770134410514774 1.1375738221193668 1.0168680613896781 1.1211481682249826 1.1341012557951908 0.82455639974238149 0.71976336154529552 0.94908235387767781
leaf_weight=1022.2392840385437 1935.5128775238991 180.8908855766058 466.04390671849251 662.22134600579739 195.9814578294754 397.45039647817612 57.618548601865768
leaf_count=5216 9876 923 2378 3379 1000 2028 294
internal_value=1.00693 0.923443 0.850335 1.10895 0.774908 0.760986 0.852849
internal_weight=0 2982.45 2139.33 843.112 1673.29 1419.69 253.6
internal_count=25094 15218 10916 4302 8538 7244 1294
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=3 11 10 0 0 3 11
split_gain=4538.39 1205.3 920.538 369.98 286.733 213.517 162.488
threshold=102.50000000000001 0.0032720565795898442 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 95.500000000000014 0.0021333694458007817
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -5
right_child=-2 4 -4 5 -6 -7 -8
leaf_value=-0.18994636651357077 0.12611444081831152 -0.060206246650872208 0.046334244577245082 -0.093402636010035928 0.10944793565477025 -0.16862171452057612 0.018203985484387824
leaf_weight=637.93536096811295 1816.6150590777397 134.34240297973156 361.87196230888367 1060.7833752185106 385.44039036333561 347.42546162009239 148.74017544090748
leaf_count=2982 9882 675 1872 5148 2072 1653 762
internal_value=0 -0.0732202 -0.101442 -0.125806 0.0655993 -0.0995253 -0.0796779
internal_weight=0 3076.54 2556.76 2194.88 519.783 1556.95 1209.52
internal_count=25046 15164 12417 10545 2747 7563 5910
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=4 3 10 3 9 4 6
split_gain=3824.8 2919.52 875.93 111.619 87.0485 115.352 63.6411
threshold=10.699218750000002 103.50000000000001 1.0000000180025095e-35 91.500000000000014 0.00011560320854187013 4.8730468750000009 0.024635314941406253
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.087080873040266238 0.068745214013915507 0.11747021750028566 0.033868662291138614 -0.17584212645356123 -0.15472033929015644 -0.05399535748456244 0.12630891432544608
leaf_weight=409.86774994432926 219.64423117041588 676.50932827591896 329.21966658532619 655.36682435870171 880.51536966860294 130.55581891536713 1529.5044358223677
leaf_count=1882 1130 3938 1744 2925 4017 609 8704
internal_value=0 -0.0660589 -0.117673 -0.141702 -0.125955 -0.141714 0.119081
internal_weight=0 3082.03 2405.53 2076.31 1420.94 1011.07 1749.15
internal_count=24949 15115 11177 9433 6508 4626 9834
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=3 6 15 6 7 6 7
split_gain=3236.52 2209.75 2600.04 190.86 84.8548 55.2926 51.9885
threshold=102.50000000000001 0.026573181152343753 0 0.017585754394531253 0.0054225921630859384 0.036666870117187507 0.0040912628173828134
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 6 -5 -3 -4
right_child=-2 5 3 4 -6 -7 -8
leaf_value=0.1102753521413195 0.11808634157957375 0.049544507813953753 -0.16855374751057242 -0.10078172620704484 0.035513322830403031 0.12229647364108931 -0.12981223709421522
leaf_weight=475.85977406799793 1566.9001273661852 131.00462570786476 1383.7431421279907 151.53406520187855 65.390180289745331 515.71670651435852 462.05182391405106
leaf_count=2464 9760 687 5916 698 318 3061 2002
internal_value=0 -0.0574594 -0.0994991 -0.147712 -0.0596966 0.107559 -0.158856
internal_weight=0 3185.3 2538.58 2062.72 216.924 646.721 1845.79
internal_count=24906 15146 11398 8934 1016 3748 7918
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=8
num_cat=1
split_feature=4 14 0 4 11 9 5
split_gain=2851.66 1440.62 244.511 147.722 70.2037 69.2934 64.9238
threshold=11.261718750000002 0 2.5000000000000004 4.5097656250000009 0.00096535682678222667 8.3416700363159193e-05 6.7800283432006849e-05
decision_type=2 1 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.063010834478346045 0.11315522933373966 0.076805357945458216 -0.059257038086434372 0.0080547345005211393 -0.10336560124380097 -0.15850544794934443 -0.064154791377603215
leaf_weight=115.90414288640022 1534.6833842545748 672.00264698266983 826.21941262483597 227.67536056041718 640.62639105319977 585.89371438324451 83.301458209753036
leaf_count=507 9816 4132 3787 1165 2878 2459 377
internal_value=0 -0.0530665 -0.0882631 -0.0668886 -0.0785209 -0.134397 -0.146761
internal_weight=0 3151.62 2479.62 1694.52 1466.85 785.099 669.195
internal_count=25121 15305 11173 7830 6665 3343 2836
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=3 5 12 5 7 12 5
split_gain=2489.94 1475.05 1947.59 126.629 82.9739 67.445 61.1511
threshold=103.50000000000001 0.00016725063323974612 1.5000000000000002 6.3925981521606459e-05 0.0054225921630859384 1.0000000180025095e-35 0.00031244754791259771
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=-0.13111516383361385 0.11507616420452443 0.033879485203485549 0.10586555254850545 -0.086706630665407194 0.041782427334505774 -0.018606145670605905 0.11391491797635972
leaf_weight=1828.9656868726015 1361.9115636497736 120.23674260079861 470.63978697359562 197.30181629955769 67.436185240745544 54.880341112613678 463.35302822291851
leaf_count=7536 9588 659 2585 867 333 230 3154
internal_value=0 -0.0463452 -0.0783787 -0.118737 -0.0539768 -0.127838 0.0974253
internal_weight=0 3202.81 2619.22 2148.58 264.738 1883.85 583.59
internal_count=24952 15364 11551 8966 1200 7766 3813
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=12 9 0 8 12 9 9
split_gain=1258.01 1748.78 356.945 162.157 162.13 99.5084 80.5607
threshold=2.5000000000000004 0.00035417079925537115 2.5000000000000004 0.080841064453125014 1.0000000180025095e-35 0.00020140409469604495 0.00088667869567871105
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.11111060400816784 0.11254063796301775 -0.062018796071221273 0.087418237797802445 -0.081406218189958246 0.067367276734517548 -0.014011089915482592 0.05069992745944632
leaf_weight=1223.7046210765839 834.17674048244953 236.27631211280823 1132.1323580592871 439.69638153910637 53.105755120515823 436.63483569025993 86.66204696893692
leaf_count=5161 5537 1158 8090 1956 279 2290 553
internal_value=0 -0.0237213 0.0609656 -0.0809518 -0.103687 -0.0478264 -0.0317702
internal_weight=0 3608.21 1455.07 2153.14 1276.81 876.331 322.938
internal_count=25024 19487 9801 9686 5440 4246 1711
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 12 4 8 12 6 9
split_gain=1984.72 2246.01 263.828 72.9298 72.0816 65.8001 34.6704
threshold=12.472656250000002 1.5000000000000002 4.6777343750000009 0.099151611328125014 1.0000000180025095e-35 0.023582458496093753 0.00068449974060058605
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.11174397806226791 0.10843427865850563 0.10393774626121668 -0.0585480093263437 0.049325269055814164 -5.3985749606696728e-05 -0.0041951646459939445 -0.11000402696922106
leaf_weight=1843.0091735422611 1251.3812126070261 795.6222003698349 153.5560136064887 160.78486457467079 63.423740103840828 58.699230670928955 14.92481245100498
leaf_count=7609 9602 5580 718 861 283 305 72
internal_value=0 -0.0408415 -0.0910463 -0.00820453 -0.104927 -0.108424 0.0357916
internal_weight=0 3090.02 2294.4 329.266 1965.13 1901.71 175.71
internal_count=25030 15428 9848 1651 8197 7914 933
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=6 12 6 9 6 6 12
split_gain=1591.6 1813.66 174.982 51.7247 48.1443 45.8768 32.882
threshold=0.025077819824218753 1.5000000000000002 0.017585754394531253 0.00025928020477294927 0.010372161865234377 0.038955688476562507 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2 -3
right_child=5 6 3 -5 -6 -7 -8
leaf_value=-0.098708417142104252 0.066940256257349409 0.01767185693842659 -0.046894206477840969 0.042104188684886704 -0.064606337484509321 0.1131183672628856 0.10806247427661693
leaf_weight=1481.1380518823862 286.19383681565523 42.802088685333729 130.286416195333 130.9267602711916 574.58712132275105 866.57584447413683 673.71951793134212
leaf_count=6143 2006 266 603 763 2515 7518 5123
internal_value=0 -0.0363808 -0.0793806 -0.00228591 -0.0891767 0.101654 0.102663
internal_weight=0 3033.46 2316.94 261.213 2055.73 1152.77 716.522
internal_count=24937 15413 10024 1366 8658 9524 5389
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=4 12 4 12 1 6 9
split_gain=1511.75 1558.51 198.502 76.0443 71.5064 55.3167 40.2097
threshold=13.085937500000002 1.0000000180025095e-35 5.5839843750000009 2.5000000000000004 50545.000000000007 0.018806457519531253 0.00019437074661254886
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 6 -4 -1 -3
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=-0.092198041681538598 0.10426502659866335 0.063472988404095904 -0.034378401203115604 0.10231462392143403 0.073854415335358664 -0.029155030668788075 -0.054625605061013709
leaf_weight=1810.9363670498133 1074.4239396378398 70.993791125714779 167.37774133682251 648.53205221891403 96.082076877355576 150.76991751790047 48.541726529598236
leaf_count=7476 9512 372 789 5295 571 734 250
internal_value=0 -0.0340133 -0.0764071 0.0888058 0.00509343 -0.0873528 0.0155147
internal_weight=0 2993.23 2225.17 768.068 263.46 1961.71 119.536
internal_count=24999 15487 9570 5917 1360 8210 622
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=3 6 12 3 6 7 9
split_gain=1460.77 720.355 775.492 77.1896 41.8617 47.5113 32.504
threshold=103.50000000000001 0.029136657714843753 2.5000000000000004 91.500000000000014 0.011577606201171877 0.0086936950683593767 0.00012940168380737307
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.047639525230965339 0.10639138851191354 0.092237675112760084 0.094574381804137547 -0.10148417817057034 -0.049601126695077262 0.040352292773446513 -0.084434071280181072
leaf_weight=361.65787209570408 997.45604557543993 393.1389594450593 311.38272277265787 697.41459123790264 382.87562938779593 69.352019250392914 714.24810154736042
leaf_count=1481 9632 3587 2363 2949 1670 353 2954
internal_value=0 -0.0337173 -0.0532361 -0.0739167 -0.0613354 -0.0358062 -0.0720659
internal_weight=0 2930.07 2536.93 2225.55 1528.13 452.228 1075.91
internal_count=24989 15357 11770 9407 6458 2023 4435
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=4 12 4 12 5 11 7
split_gain=1168.6 1130.8 137.147 61.3781 41.7529 42.052 39.5388
threshold=13.085937500000002 1.0000000180025095e-35 4.6777343750000009 2.5000000000000004 0.00010454654693603517 0.00073266029357910167 0.0029592514038085942
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.055622596589186502 0.099696061366506356 0.070711169925198297 -0.004133112530242164 0.09744959493944487 -0.0033763942985553103 -0.088435168375659151 -0.047370326187447867
leaf_weight=576.25148398429155 927.38515412807465 62.406825207173824 322.76665943861008 559.59255062788725 78.560503579676151 1212.1958679780364 51.972346395254135
leaf_count=2408 9465 332 1670 5299 387 5137 263
internal_value=0 -0.0294613 -0.0643229 0.0838062 -0.0747285 -0.0778627 0.0170565
internal_weight=0 2863.75 2189.77 673.972 1867.01 1788.45 114.379
internal_count=24961 15496 9602 5894 7932 7545 595
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=4 12 4 12 7 5 0
split_gain=1024.01 931.049 118.004 70.3636 37.9329 36.3364 35.5295
threshold=14.292968750000002 2.5000000000000004 5.5839843750000009 1.0000000180025095e-35 0.0029592514038085942 0.00010454654693603517 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=-0.069844988154970047 0.099397855167884019 0.09411118343646048 -0.051415908769587994 0.070242472116282748 -0.05329299638847499 -0.0051609052994777633 0.027346832319070709
leaf_weight=1814.5634425505996 839.59256090968847 522.2121863514185 78.685368582606316 59.302154533565044 42.791451908648014 91.211020246148109 210.45793917775154
leaf_count=7753 9315 5320 355 318 204 454 1233
internal_value=0 -0.0264144 -0.0538152 -0.0624164 0.0184638 -0.0667492 0.00591286
internal_weight=0 2819.22 2297.01 2007.87 102.094 1905.77 289.143
internal_count=24952 15637 10317 8729 522 8207 1588
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=3 5 12 3 12 5 8
split_gain=1081.02 474.935 445.129 53.4374 42.2504 38.6332 32.5414
threshold=104.50000000000001 0.00024569034576416021 2.5000000000000004 95.500000000000014 1.0000000180025095e-35 5.6594610214233405e-05 0.14447021484375003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.059575181784981925 0.10489289564101566 0.090761150001219926 0.078689687868592748 -0.084811178591250744 0.023162418545527846 -0.039001469357640157 0.038273777139953023
leaf_weight=1272.0275560617447 788.47877193242311 300.01138684153557 269.34831090271473 541.77521137148142 78.193545028567314 205.81862910091877 74.119147501885891
leaf_count=5388 9355 3463 2525 2439 374 945 442
internal_value=0 -0.0279739 -0.0425654 -0.0576026 -0.04856 -0.0521736 -0.0185413
internal_weight=0 2741.29 2441.28 2171.93 1630.16 1551.97 279.938
internal_count=24931 15576 12113 9588 7149 6775 1387
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=2
split_feature=5 15 5 7 15 7 11
split_gain=692.37 654.867 95.9386 59.7273 34.3376 38.4113 44.7484
threshold=0.00023728609085083011 0 6.3925981521606459e-05 0.0014452934265136721 1 0.0040912628173828134 0.00075078010559082042
decision_type=2 1 2 2 1 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.088817832048385711 0.097461458371809556 0.0081446346406851434 -0.040577322899268096 0.0367916858543655 -0.03659466748683797 -0.030126942534524765 -0.075515287315000304
leaf_weight=454.11093214154243 612.58354107290506 99.397891789674759 177.89672808349133 227.22435646504164 439.88392618298531 494.81165207177401 899.40590019524097
leaf_count=5357 8235 531 898 1638 1908 2279 4041
internal_value=0 -0.0199338 -0.0412545 0.0028174 -0.0507021 -0.0536432 -0.062732
internal_weight=0 2792.73 2338.62 405.121 1933.5 1834.1 1339.29
internal_count=24887 16652 11295 2536 8759 8228 5949
cat_boundaries=0 1 2
cat_threshold=8 6
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=8
num_cat=0
split_feature=6 12 5 7 6 12 7
split_gain=641.936 588.627 57.8467 67.6986 40.9164 26.4454 27.607
threshold=0.026573181152343753 2.5000000000000004 1.731514930725098e-05 0.0067958831787109384 0.038955688476562507 1.0000000180025095e-35 0.0023450851440429692
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -7
right_child=4 -3 3 -5 -6 6 -8
leaf_value=-0.059298955443389083 0.047992217620787821 0.090178347221624058 -0.035753689208771228 0.02872410168022756 0.10417228911713683 0.088359378288896881 -0.050780782532510366
leaf_weight=1109.288334518671 175.96879781037569 407.75709279626608 867.74223449826241 200.45633745193481 492.39356406778097 25.316237650811672 32.650286249816418
leaf_count=4971 1744 5173 4139 1166 7470 153 155
internal_value=0 -0.020315 -0.0404695 -0.0236539 0.089381 -0.0558582 0.00998724
internal_weight=0 2643.21 2235.45 1068.2 668.362 1167.25 57.9665
internal_count=24971 15757 10584 5305 9214 5279 308
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 12 4 12 0 4 6
split_gain=630.638 487.632 75.606 47.9565 47.9401 31.2591 26.8061
threshold=14.292968750000002 2.5000000000000004 2.7763671875000004 1.0000000180025095e-35 2.5000000000000004 25.468750000000004 0.033340454101562507
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2 -3
right_child=5 6 4 -5 -6 -7 -8
leaf_value=-0.053182038769438847 0.045513462828156992 0.086258204979368591 -0.051940172631890484 0.024838103705563181 0.010659509458277511 0.10220214966973901 -0.14492477245856397
leaf_weight=1511.9681602939963 119.6964194253087 387.47611737251282 171.86836016923189 83.113700583577156 424.48223134875298 519.21434250846505 5.08103223145008
leaf_count=6832 1165 5269 801 442 2297 8158 63
internal_value=0 -0.0193734 -0.0377594 -0.0491167 -0.00738174 0.0915819 0.0832658
internal_weight=0 2583.99 2191.43 1595.08 596.351 638.911 392.557
internal_count=25027 15704 10372 7274 3098 9323 5332
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=6 12 5 8 6 9 5
split_gain=492.018 425.398 42.685 53.9914 41.0764 29.8832 29.3896
threshold=0.026573181152343753 2.5000000000000004 1.3798475265502931e-05 0.11660766601562501 0.038955688476562507 7.6919794082641615e-05 2.6077032089233402e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -5
right_child=4 -3 3 6 -6 -7 -8
leaf_value=-0.004636648203648808 0.042061394946600564 0.084283844211838932 -0.036304800729989345 -0.02746284424771675 0.10138539195143673 -0.056299330301903497 0.029115966057266653
leaf_weight=128.86228451132774 162.47979793697596 352.74580653384328 807.26629298180342 143.65008273720741 414.40265298634768 853.73936255276203 254.40038243681192
leaf_count=598 1725 5173 3840 666 7459 3979 1506
internal_value=0 -0.0176242 -0.0340543 -0.021443 0.0846767 -0.0495241 0.00869756
internal_weight=0 2540.66 2187.92 1205.32 576.882 982.602 398.05
internal_count=24946 15762 10589 6012 9184 4577 2172
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=3 12 9 3 1 7 9
split_gain=690.168 148.472 95.0529 52.1523 43.0375 32.8014 30.1906
threshold=104.50000000000001 2.5000000000000004 0.00088667869567871105 92.500000000000014 26767.500000000004 0.024467468261718753 5.9694051742553718e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -6
right_child=-2 -3 5 4 6 -7 -8
leaf_value=-0.022523780831678511 0.10126654061283524 0.063288904896349252 0.085679361344738192 0.029497908639270265 0.039289069612124437 -0.047722481744803258 -0.069654744314421493
leaf_weight=1504.9855361841619 573.45691057667136 194.21164827793837 94.676566950976849 53.007617201656103 26.664060950279236 22.887338504195213 552.63547808304429
leaf_count=7844 9316 2558 1676 291 126 216 2907
internal_value=0 -0.0206076 -0.0278336 -0.032649 -0.0567484 0.0597086 -0.0646402
internal_weight=0 2449.07 2254.86 2137.29 632.307 117.564 579.3
internal_count=24934 15618 13060 11168 3324 1892 3033
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=1
split_feature=3 15 9 11 3 9 3
split_gain=609.827 112.893 78.346 45.9004 43.9548 36.8981 24.6746
threshold=104.50000000000001 0 0.00088667869567871105 0.0022573471069335942 95.500000000000014 0.00018268823623657229 101.50000000000001
decision_type=2 1 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.072768385892095708 0.099172377467468487 -0.022620000457086842 -0.13548935965641654 0.077265091054496082 -0.0646582387275874 -0.008059913744612528 0.003764129162178418
leaf_weight=165.18798071891069 530.95562269538641 1565.7341016121209 11.294470772147177 99.221663903445005 444.98235355690122 85.819031674414873 59.786431174725294
leaf_count=1958 9352 8227 51 1813 2298 905 400
internal_value=0 -0.0191194 -0.026393 0.0555217 -0.0308928 0.0434041 -0.0565541
internal_weight=0 2432.03 2181.02 110.516 2070.5 251.007 504.769
internal_count=25004 15652 12789 1864 10925 2863 2698
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=3 4 15 9 3 4 8
split_gain=549.24 303.715 149.823 43.4953 37.5285 31.5929 30.6161
threshold=107.50000000000001 20.789062500000004 0 0.0006148815155029298 96.500000000000014 2.6162109375000004 0.19134521484375003
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.054642917729442624 0.10349067345637386 0.089139564737603136 -0.035802372449523501 -0.11077485979391384 -0.060137900020093393 -0.017299240584038849 0.050233002971781737
leaf_weight=186.64133603870869 439.50792175531387 239.25883557274938 1102.3656347468495 77.825469072908163 442.72817282751203 320.55184285342693 84.914737679064274
leaf_count=2772 8588 3925 5093 379 2277 1506 427
internal_value=0 -0.0178954 -0.0294569 -0.037281 -0.0345397 -0.0270236 -0.00315627
internal_weight=0 2454.29 2215.03 2028.39 1950.56 1507.83 405.467
internal_count=24967 16379 12454 9682 9303 7026 1933
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 12 4 1 12 11 2
split_gain=403.031 235.971 55.3404 44.4308 29.604 33.0137 39.5565
threshold=17.835937500000004 2.5000000000000004 6.0957031250000009 49372.500000000007 1.0000000180025095e-35 0.00072455406188964855 7541.0000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.014205551588319459 0.091322177259257342 0.071576827167742274 -0.015083264453089027 0.067204852617450073 0.020792296791255712 -0.034279445651483907 -0.076903916383106757
leaf_weight=516.12107780575752 425.97114125266671 281.96260453388095 177.15971744060516 104.21430445089936 99.374751769006252 911.60037162527442 286.03648752719164
leaf_count=2425 8896 5359 1001 854 528 4451 1457
internal_value=0 -0.0143063 -0.0258679 0.0153943 -0.0322713 -0.0353482 -0.0444596
internal_weight=0 2376.47 2094.51 281.374 1813.13 1713.76 1197.64
internal_count=24971 16075 10716 1855 8861 8333 5908
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=1
split_feature=4 15 4 8 8 6 9
split_gain=359.293 188.32 64.3827 45.1868 39.6092 32.7935 27.6398
threshold=20.789062500000004 0 6.0957031250000009 0.11660766601562501 0.15277099609375003 0.013446807861328127 0.0006148815155029298
decision_type=2 1 2 2 2 2 2
left_child=1 3 6 -1 -4 -5 -3
right_child=-2 2 4 5 -6 -7 -8
leaf_value=0.090429846209164069 0.093007464991667149 -0.029127538697747275 -0.0074133283781017889 0.045350260981385671 0.069913619927238685 -0.069652685929883093 -0.09967258542595861
leaf_weight=190.69243080914021 368.72826451435685 1706.1087440438569 192.92866916954517 86.350185301154852 100.87843896821141 34.782803282141685 57.408100418746471
leaf_count=3648 8593 8357 1241 1464 848 596 287
internal_value=0 -0.0131088 -0.0240863 0.0582228 0.0191369 0.0123275 -0.031424
internal_weight=0 2369.15 2057.32 311.825 293.807 121.133 1763.52
internal_count=25034 16441 10733 5708 2089 2060 8644
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=3 4 15 7 6 4 1
split_gain=428.692 202.621 80.9807 59.6258 40.6339 29.3471 37.0273
threshold=107.50000000000001 25.468750000000004 0 0.0020608901977539067 0.014286041259765627 6.0957031250000009 49372.500000000007
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7
right_child=-2 -3 5 4 -6 6 -8
leaf_value=0.088017408411576598 0.10190491036573741 0.088941614993219717 -0.034703965156776331 0.015546062401946678 -0.14127594423465473 -0.023726933145417881 0.057930558509386276
leaf_weight=108.56993878632784 362.36761692538857 173.22059768438339 1676.6551655828953 69.76873280480504 21.649036213755608 180.8657172806561 80.132731411606073
leaf_count=1796 8600 3759 8113 966 290 957 536
internal_value=0 -0.0150797 -0.0235089 0.0361076 -0.021592 -0.0296951 0.00134389
internal_weight=0 2310.86 2137.64 199.988 91.4178 1937.65 260.998
internal_count=25017 16417 12658 3052 1256 9606 1493
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=5 12 7 11 5 1 2
split_gain=227.185 148.996 31.5409 46.0188 42.8279 30.8069 28.2816
threshold=0.00027406215667724615 2.5000000000000004 0.0019106864929199221 0.00077939033508300792 2.7507543563842777e-05 38730.500000000007 6432.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -5
right_child=-2 -3 4 6 -6 -7 -8
leaf_value=0.054020460759812809 0.0868478265420876 0.066098907319175823 -0.019982109051127586 -0.028937581538329295 0.024868447162014262 -0.014538248559061771 -0.0696284936549494
leaf_weight=84.55240772664547 279.66681264713407 239.75134742818773 567.37028818204999 551.10752349533141 340.79023538529873 291.5167853012681 247.52626425400376
leaf_count=422 7965 5425 2808 2953 2612 1440 1364
internal_value=0 -0.00855424 -0.0171473 -0.0279672 -0.00315178 0.000875972 -0.0415492
internal_weight=0 2322.61 2082.86 1174.7 908.161 376.069 798.634
internal_count=24989 17024 11599 6179 5420 1862 4317
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=1
split_feature=3 4 15 9 9 3 1
split_gain=358.249 159.024 61.9303 41.43 31.9702 28.4991 29.7259
threshold=107.50000000000001 25.468750000000004 0 0.00018268823623657229 0.00057768821716308605 60.500000000000007 22836.500000000004
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=0.064433281363410214 0.10020638949734258 0.086471744967533459 -0.0064456913790379867 -0.026493217176098129 -0.083729941787375348 0.035341948017125605 -0.03660057934921037
leaf_weight=136.42265237122774 317.68740291893482 149.23022706061602 641.35387969762087 79.204213595017791 92.118969269096851 60.651113905012608 1082.4461692720652
leaf_count=2185 8617 3748 3147 944 484 317 5613
internal_value=0 -0.013262 -0.0203757 0.0296586 -0.0261436 -0.0233173 -0.0327834
internal_weight=0 2241.43 2092.2 215.627 1876.57 1784.45 1143.1
internal_count=25055 16438 12690 3129 9561 9077 5930
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=3 5 12 7 3 1 1
split_gain=314.543 104.398 50.3577 30.8897 25.9029 24.8299 24.0898
threshold=109.50000000000001 0.00042593479156494146 2.5000000000000004 0.0014157295227050783 88.500000000000014 26426.500000000004 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.01120330422485526 0.10274612379449843 0.08624871545784342 0.09056787455607225 -0.0011188900815051934 -0.093220082548755065 -0.041246306801851922 0.054457845595444178
leaf_weight=1269.9604974146932 274.88248186558485 105.90679586306214 67.625057034194469 80.468815291300416 14.017242878675459 633.79376730322838 52.103789053857327
leaf_count=6527 8212 3302 1519 1467 70 3596 316
internal_value=0 -0.0106434 -0.0154884 0.0407487 -0.0197163 -0.0351627 0.0231506
internal_weight=0 2223.88 2117.97 148.094 1969.88 699.915 66.121
internal_count=25009 16797 13495 2986 10509 3982 386
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=6 12 9 6 7 9 8
split_gain=179.838 89.9299 20.4573 28.8612 30.7776 22.6053 14.1013
threshold=0.038955688476562507 6.5000000000000009 6.785988807678224e-05 0.0088005065917968767 0.0085334777832031267 0.00012940168380737307 0.16229248046875003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -3
right_child=-2 6 3 4 -6 -7 -8
leaf_value=0.026339123848414817 0.094515955811579261 0.085078607065118994 -0.0027258599095543279 -0.01026722835737867 0.035842977127753556 -0.03643936386872524 0.018890012057404593
leaf_weight=133.83856684528291 193.19737814553082 114.42384107597172 281.92577908746898 835.58757324144244 175.08950538560748 675.22375696897507 44.787195103242993
leaf_count=760 7451 3425 1636 5389 1523 3735 1044
internal_value=0 -0.00600226 -0.0114916 -0.0140646 -0.00227909 -0.0265092 0.0664594
internal_weight=0 2260.88 2101.67 1967.83 1010.68 957.15 159.211
internal_count=24963 17512 13043 12283 6912 5371 4469
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=1
split_feature=3 5 15 8 3 1 1
split_gain=265.455 76.7588 36.4793 33.4498 21.937 28.1491 27.3241
threshold=107.50000000000001 0.00042593479156494146 0 0.12307739257812501 88.500000000000014 26426.500000000004 34060.000000000007
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.065650990758412173 0.098936336300633643 0.081863677945682445 -0.0098658766954326012 -0.016660705879719583 0.032038865675095278 -0.10988076440539263 -0.032726020277271499
leaf_weight=107.72606088221073 252.18304465338588 88.222870577126741 1221.3849487453699 91.139957573264837 61.053470812737942 50.169380890205503 539.45357897691429
leaf_count=1909 8573 3194 6346 1197 352 280 3111
internal_value=0 -0.00948736 -0.013379 0.0265906 -0.0176725 -0.032598 -0.039291
internal_weight=0 2159.15 2070.93 198.866 1872.06 650.676 589.623
internal_count=24962 16389 13195 3106 10089 3743 3391
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=8
num_cat=1
split_feature=3 4 15 8 3 1 6
split_gain=236.186 101.098 36.1485 24.7832 19.9738 19.2918 17.5296
threshold=109.50000000000001 27.476562500000004 0 0.12307739257812501 88.500000000000014 114457.00000000001 0.020179748535156253
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 5 -4 -5
right_child=-2 -3 4 6 -6 -7 -8
leaf_value=0.059768897658972191 0.09960444304267134 0.081306964549532887 -0.0073403455310788752 0.0063342577232699112 -0.032975316713166412 -0.054200704006014788 -0.12045621161150449
leaf_weight=106.47740091755986 220.74864869378507 117.20378616638482 1106.7794621065259 79.066227113828063 635.83253451995552 95.428480116650462 12.648419711738823
leaf_count=2006 8204 3793 5606 1068 3665 451 156
internal_value=0 -0.00900536 -0.0142037 0.0256554 -0.0185403 -0.01106 -0.0111518
internal_weight=0 2153.44 2036.23 198.192 1838.04 1202.21 91.7146
internal_count=24949 16745 12952 3230 9722 6057 1224
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=12 9 8 9 0 11 1
split_gain=45.3834 32.479 21.5946 48.0385 21.8002 21.0433 19.0479
threshold=3.5000000000000004 0.0009715557098388673 0.080841064453125014 0.00010851025581359865 2.5000000000000004 0.0008571147918701173 81479.000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -2
right_child=6 -3 5 4 -6 -7 -8
leaf_value=0.017766816399633921 0.077497994218281629 0.06118803463360363 -0.015262513436548768 -0.046651915356459031 -0.013030839581765687 0.015943417580686774 0.008142708900705958
leaf_weight=324.41995827108622 104.69166720286012 76.912921488285065 320.30734798591584 347.94830057397485 432.68126402702183 664.16757150832564 63.69031800981611
leaf_count=1751 3546 3395 1690 2160 3184 7547 1720
internal_value=0 -0.00263113 -0.00498025 -0.0145756 -0.0280167 0.00579029 0.0512645
internal_weight=0 2166.44 2089.52 1105.05 780.63 984.475 168.382
internal_count=24993 19727 16332 7095 5344 9237 5266
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=3 4 11 1 2 12 11
split_gain=207.019 86.1465 43.4542 36.2738 30.9299 25.3032 22.2026
threshold=109.50000000000001 25.468750000000004 0.0011229515075683596 38465.500000000007 8052.5000000000009 6.5000000000000009 0.0029554367065429692
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4
right_child=-2 -3 6 5 -6 -7 -8
leaf_value=0.057790748827768391 0.099429098056291743 0.077335399733374235 -0.022965425706727129 -0.014746359227659534 -0.012255542031592282 0.050080209883922748 -0.069658787695866115
leaf_weight=172.91948806680739 196.54120532423258 112.38990441989154 771.92591420002282 778.441091587767 99.204001089558005 65.25719646923244 117.30985792167485
leaf_count=1099 8258 3907 4630 4277 579 1636 638
internal_value=0 -0.00785911 -0.0126346 0.000507513 0.032255 -0.00973222 -0.0291253
internal_weight=0 2117.45 2005.06 1115.82 272.123 843.698 889.236
internal_count=25024 16766 12859 7591 1678 5913 5268
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=0
split_feature=3 4 11 3 3 11 2
split_gain=178.453 75.7402 33.0209 22.9083 34.7018 17.8348 16.2981
threshold=109.50000000000001 27.476562500000004 0.0028524398803710942 95.500000000000014 100.50000000000001 0.00067114830017089855 6432.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.0008784817860832436 0.097873724703117018 0.078314848138324775 -0.059140495825895013 -0.0074757068708605481 0.014767009088348743 -0.040234403267369032 -0.096347489147317888
leaf_weight=1410.315618718043 178.21980492584407 100.61522452253848 130.98103304207325 91.463667226955295 140.9875572565943 148.9306162931025 79.335785206407309
leaf_count=8714 8145 3814 733 609 1465 914 509
internal_value=0 -0.00634602 -0.0106008 -0.00720282 -0.0265624 -0.044787 -0.0597371
internal_weight=0 2102.63 2002.01 1871.03 460.718 319.73 228.266
internal_count=24903 16758 12944 12211 3497 2032 1423
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 12 7 4 12 6 11
split_gain=116.521 37.91 43.7903 35.657 27.3604 37.8272 25.6989
threshold=20.789062500000004 1.0000000180025095e-35 0.0012955665588378908 7.3769531250000009 22.500000000000004 0.020179748535156253 0.00062918663024902355
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -4 -1
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.0070977977619648752 0.07742444536064455 0.077150848627456636 -0.0035070040366210324 0.027295196924095246 0.089481485085645254 -0.16738579025313849 -0.023618270831015989
leaf_weight=348.7619186155498 179.44329015817493 109.41006656177342 118.87913670483977 206.28001252748072 25.796443596482277 15.977837428450583 1243.784422961995
leaf_count=1760 8592 3128 1817 1730 833 223 6892
internal_value=0 -0.00657943 0.0283563 -0.0118244 -0.00487444 -0.0229238 -0.0168916
internal_weight=0 2068.89 270.063 1798.83 160.653 134.857 1592.55
internal_count=24975 16383 6001 10382 2873 2040 8652
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=3 4 11 3 7 13 4
split_gain=155.988 52.8477 30.2755 29.6792 23.0527 17.4409 19.1313
threshold=105.50000000000001 27.476562500000004 0.0016217231750488283 95.500000000000014 0.0027151107788085942 5.0345778421023626 2.6162109375000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.035493398217006873 0.087087239131186156 0.070775127725766759 -0.051641594152208439 -0.029169748903224942 -0.0065013950668180876 0.01076941633742793 0.027874160095469471
leaf_weight=184.88599279895425 192.00774025544524 83.356404303573072 270.98033845052123 347.058608667925 194.22280459292233 890.92345984280109 64.183996509760618
leaf_count=1323 9009 3524 1579 2539 1105 5487 432
internal_value=0 -0.00720131 -0.0105307 -0.00356548 -0.0327955 0.00422947 -0.0191639
internal_weight=0 2035.61 1952.26 1487.05 465.203 1139.99 249.07
internal_count=24998 15989 12465 9781 2684 7242 1755
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=1
split_feature=5 15 7 11 1 5 9
split_gain=74.2614 28.965 24.3425 17.7338 21.76 18.7838 18.0939
threshold=0.00042593479156494146 0 0.0013871192932128908 0.0031213760375976567 13600.000000000002 4.976987838745118e-06 8.3416700363159193e-05
decision_type=2 1 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.086853228672561081 0.083453518930216228 0.054910980205426278 0.0053559566076659855 -0.045372919398593253 0.016595198773652047 -0.0018497614654748324 -0.037483862045320795
leaf_weight=62.104935532435775 100.83235370647162 58.026442365720868 89.420807503163815 117.82574403006583 77.206220738589764 1378.6810664674267 311.4374792277813
leaf_count=2906 6960 375 2534 1075 388 9001 1760
internal_value=0 -0.0044062 0.0363594 -0.00773236 -0.00534503 -0.00732342 -0.0267407
internal_weight=0 2094.7 151.526 1943.18 1825.35 1767.32 388.644
internal_count=24999 18039 5440 12599 11524 11149 2148
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=8
num_cat=0
split_feature=3 4 9 9 11 3 3
split_gain=138.81 47.1628 26.59 22.6309 19.9143 19.7705 20.9672
threshold=109.50000000000001 34.390625000000007 0.00064682960510253917 7.3224306106567396e-05 0.0034494400024414067 66.500000000000014 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.027053506337115004 0.096264387252391531 0.075987794979349266 -0.071483613920106895 0.0042521805841094574 -0.068965762894879531 -0.023512355240342037 0.019804265275047417
leaf_weight=177.25797873456031 140.9812853615731 67.303104137070477 66.116328477859497 704.62467610836029 56.291919174604118 841.06945030763745 128.86671925336123
leaf_count=1310 8191 3586 417 4150 332 5637 1381
internal_value=0 -0.00633153 -0.00913788 -0.00697758 -0.0104627 -0.00849608 -0.0177573
internal_weight=0 2041.53 1974.23 1908.11 1730.85 1674.56 969.936
internal_count=25004 16813 13227 12810 11500 11168 7018
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=8
num_cat=1
split_feature=3 6 3 3 6 15 6
split_gain=124.776 43.0353 18.1057 17.9826 23.8813 14.294 21.5303
threshold=109.50000000000001 0.048690795898437507 88.500000000000014 101.50000000000001 0.010646820068359377 0 0.033340454101562507
decision_type=2 2 2 2 2 1 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.0039816544501679032 0.096053112824510178 0.093699662250761567 -0.027337133442800306 -0.026396032352188865 0.070005726600850554 0.036928503047691234 -0.24329887499486411
leaf_weight=1165.5805059149861 129.86719697434455 43.181374980136752 576.13186786044389 55.869559085927904 47.582721484825015 134.28554574772716 2.7985417116433373
leaf_count=6458 8223 2934 3967 631 759 1976 38
internal_value=0 -0.0050607 -0.00721212 -0.020444 0.0179439 -0.000309173 0.0290854
internal_weight=0 2025.43 1982.25 679.584 103.452 1302.66 137.084
internal_count=24986 16763 13829 5357 1390 8472 2014
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=6 12 9 4 8 9 12
split_gain=66.2729 25.4018 17.972 25.3619 27.0201 21.1924 20.3234
threshold=0.042495727539062507 22.500000000000004 8.1986188888549818e-05 4.8730468750000009 0.18963623046875003 0.00022703409194946292 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.020723672728649029 0.089142221403270508 0.085194458281309782 -0.010858095719352664 -0.00048608893517931764 0.060414527820673525 -0.030664534479883071 0.035069852187792711
leaf_weight=246.03291064221412 80.730968924704939 31.991296954452991 758.92275125160813 306.04621803434566 95.611787793692201 512.55066790245473 110.35763664823025
leaf_count=2075 6980 1555 4299 3066 1372 3337 2261
internal_value=0 -0.00321877 -0.00461244 -0.00810757 0.0140109 -0.0145368 -0.00502739
internal_weight=0 2061.51 2029.52 1783.49 401.658 1381.83 869.28
internal_count=24945 17965 16410 14335 4438 9897 6560
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=0
split_feature=6 12 2 6 12 8 13
split_gain=57.8811 24.2385 21.5335 18.7313 13.6784 37.7709 19.6863
threshold=0.042495727539062507 22.500000000000004 7108.0000000000009 0.017585754394531253 1.0000000180025095e-35 0.12185668945312501 6.5686794838955747
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00024573105077446971 0.087621251097490443 0.086976496385034824 -0.024262891837655187 0.036310833056426552 0.075478972719243323 -0.050249052331327052 0.052067854234957946
leaf_weight=1207.6180056054145 74.556642708368599 30.105585748329759 568.83936566486955 56.08323005028069 88.734034016728401 58.630564182065427 27.683658241294324
leaf_count=8146 7070 1595 4030 732 2240 746 456
internal_value=0 -0.00208599 -0.00342158 -0.0188267 0.00354107 0.0296654 -0.0174327
internal_weight=0 2037.69 2007.59 624.923 1382.67 175.048 86.3142
internal_count=25015 17945 16350 4762 11588 3442 1202
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=8
num_cat=0
split_feature=6 9 12 0 10 2 12
split_gain=56.6054 22.6601 21.6704 23.8504 19.6628 18.0479 20.0398
threshold=0.042495727539062507 0.00011560320854187013 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 6772.5000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.025767303225584327 0.088010610807594314 -0.0056400833703247402 0.065153582384421413 -0.021573900537697047 0.046200613680779601 -0.025037834472796366 -0.120552855724124
leaf_weight=252.91391430050135 69.083296613302082 1052.2631181715988 71.734691295772791 183.72276215627789 59.395202822983265 374.9180122083053 23.332661810331047
leaf_count=1355 7032 8494 2576 936 1515 2626 385
internal_value=0 -0.00404486 0.0142162 0.00584763 -0.0101932 -0.0125024 -0.030634
internal_weight=0 2018.28 508.371 436.637 1509.91 1450.51 398.251
internal_count=24919 17887 4867 2291 13020 11505 3011
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=4 9 4 8 9 1 7
split_gain=52.2538 17.8981 16.3534 23.9357 22.5553 23.758 13.3871
threshold=25.468750000000004 0.00070118904113769542 4.8730468750000009 0.18780517578125003 0.00017875432968139651 26087.500000000004 0.0038309097290039067
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.053578301594158995 0.071024858648602876 -0.063123825618740359 0.0036232332974401402 0.067084836843458104 -0.031770022461142557 -0.0010676086110658393 -0.0042405504846916055
leaf_weight=88.396683505736291 98.629902715329081 49.173678777646273 266.34490367025137 76.503362397663295 396.0453334338963 795.82418113993481 318.85260274447501
leaf_count=626 8132 340 2308 910 2874 7501 2294
internal_value=0 -0.00354306 -0.00203437 0.0177842 -0.00628344 0.00439543 -0.0194916
internal_weight=0 1991.14 1941.97 342.848 1599.12 884.221 714.898
internal_count=24985 16853 16513 3218 13295 8127 5168
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=0
split_feature=3 4 9 1 8 9 4
split_gain=96.5736 23.2065 17.647 22.3321 19.7489 18.3863 22.2126
threshold=109.50000000000001 43.203125000000007 0.00012761354446411136 43652.000000000007 0.045791625976562507 0.00068449974060058605 3.4814453125000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.030202311271804533 0.093300688720116626 0.070610336196207796 -0.033305393063798788 -0.0090822672717644857 -0.013744125602738345 -0.066838689000318127 0.01856105401456087
leaf_weight=254.14774460345507 105.22913625324145 39.7522426052019 350.80120760016143 336.03612774517387 620.5943346535787 46.859918160829693 323.94039148651063
leaf_count=1708 8202 3312 2360 2652 4039 325 2399
internal_value=0 -0.0050208 -0.00657667 0.00783464 -0.0129136 -0.00569796 -0.00266464
internal_weight=0 1972.13 1932.38 590.184 1342.2 991.395 944.535
internal_count=24997 16795 13483 4360 9123 6763 6438
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=3 6 11 7 4 3 11
split_gain=83.4906 24.453 15.1175 21.7598 11.5561 11.3662 12.0855
threshold=109.50000000000001 0.052108764648437507 0.0011229515075683596 9.7274780273437514e-05 0.68237304687500011 95.500000000000014 0.00068068504333496105
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.0082278506304721173 0.090965494920212164 0.093907649041535771 -0.067273980184116441 -0.032146429845182282 -0.0038524998626301163 0.007746129594188661 -0.035605304067017694
leaf_weight=801.70330197457224 96.346505823545158 24.982497849036008 74.112459858413786 189.69126425310969 603.94203603733331 118.10334392357618 141.17585282959044
leaf_count=5358 8201 2799 523 1250 4624 1059 1193
internal_value=0 -0.00439157 -0.00566484 -0.0154544 -0.0106152 0.00234172 -0.0158584
internal_weight=0 1953.71 1928.73 867.746 793.633 1060.98 259.279
internal_count=25007 16806 14007 6397 5874 7610 2252
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=6 11 1 7 9 0 1
split_gain=37.7284 13.3601 35.8924 20.4211 19.6942 17.8902 25.6092
threshold=0.048690795898437507 0.00079751014709472667 56173.000000000007 0.0066890716552734384 0.0006148815155029298 2.5000000000000004 30804.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.034738306050668945 0.094381824669035594 -0.01042362378776825 -0.011541303677888037 0.029456721342627945 -0.037984331802144194 -0.0039747326217063946 -0.066110971713217045
leaf_weight=320.23344904230908 42.370122483931482 216.04684390407056 351.54759927047417 232.60722405929118 53.203970970120281 694.30211956333369 133.67872472619638
leaf_count=2764 6357 1506 3726 2274 769 6643 985
internal_value=0 -0.000974881 0.0105199 -0.00678157 0.0169025 -0.0132653 -0.0317096
internal_weight=0 2001.62 671.781 1329.84 285.811 1044.03 349.726
internal_count=25024 18667 6490 12177 3043 9134 2491
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=6 12 1 12 8 4 4
split_gain=34.237 17.7172 15.4945 28.6206 34.6456 21.2574 19.9073
threshold=0.048690795898437507 22.500000000000004 114457.00000000001 17.500000000000004 0.13616943359375003 1.3110351562500002 3.6962890625000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00090152851746760616 0.093630871505198471 0.080680611600004559 -0.036661337324158272 0.10351836338998432 -0.078058369347670645 -0.61347322245034075 0.052569875825138473
leaf_weight=1767.2172499904409 39.029491931200027 26.240650727879256 158.11367038404569 1.7328197211027134 1.0825926363468172 2.3543326864019036 29.697993589565158
leaf_count=15421 6416 1583 1041 62 26 45 370
internal_value=0 -0.000943772 -0.00203647 -0.028941 -0.261051 -0.444851 -0.0225514
internal_weight=0 1986.44 1960.2 192.981 5.16975 3.43693 187.812
internal_count=24964 18548 16965 1544 133 71 1411
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=3 1 4 9 1 12 3
split_gain=68.9122 17.0977 17.784 25.2648 22.9839 17.6186 16.3174
threshold=111.50000000000001 13600.000000000002 11.261718750000002 0.00018733739852905276 55663.000000000007 1.5000000000000002 46.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=0.037919622856372313 0.090644957162988399 -0.0024861357896001218 0.001548465714403445 0.0047464076151711963 0.086403872421439237 0.046101257683069698 -0.030664180204135152
leaf_weight=92.051239563617855 79.848379805218428 859.12754978239536 109.86250516702421 167.1307168584317 44.99211830063723 81.731461968272924 587.82945116283372
leaf_count=693 7840 4637 3021 939 1702 2353 3772
internal_value=0 -0.00414459 -0.00623684 -0.0091991 0.0262029 0.00173461 -0.0228251
internal_weight=0 1942.73 1850.67 1695.82 154.855 940.859 754.96
internal_count=24957 17117 16424 11701 4723 6990 4711
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 12 1 11 2 11 0
split_gain=27.149 14.5897 13.7734 21.9083 32.4569 23.0944 18.6337
threshold=43.203125000000007 22.500000000000004 114457.00000000001 0.00062918663024902355 6381.5000000000009 0.0016217231750488283 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.025067515618614346 0.076304339494340692 0.077465746916342046 -0.027551117142621713 0.017928176532076803 -0.046194507424316834 -0.01332287341232035 -0.0053913540288237673
leaf_weight=302.56117078615353 46.198134888196364 23.263552207499743 192.94794629025273 598.52149683074094 235.94948969129473 390.92068588384427 212.91702352673747
leaf_count=2648 6940 1584 1708 5090 1579 3535 1894
internal_value=0 -0.00125422 -0.00220122 0.000608414 -0.00453678 0.00558113 -0.0268398
internal_weight=0 1957.08 1933.82 1740.87 1438.31 989.442 448.867
internal_count=24978 18038 16454 14746 12098 8625 3473
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=8
num_cat=0
split_feature=3 4 8 5 6 3 3
split_gain=61.0021 16.6892 18.363 16.9643 16.4469 14.593 14.6866
threshold=111.50000000000001 9.2500000000000018 0.21331787109375003 6.9946050643920912e-05 0.052108764648437507 96.500000000000014 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00068466349124298429 0.090772734257382331 0.052430165910751871 0.085474785126035943 -0.027597833950537554 0.09317012727075745 -0.036963759483499774 0.0057514667642886248
leaf_weight=1353.0713086398318 73.185213182354346 60.741576604545116 39.857296688947827 96.515879309503362 12.768170446623115 248.85683187097311 118.97487937798724
leaf_count=8696 7797 331 1272 1461 2179 1770 1440
internal_value=0 -0.00223912 0.0243828 0.0100615 -0.0134876 -0.00548596 -0.0231475
internal_weight=0 1930.79 209.883 170.026 109.284 1720.9 367.832
internal_count=24946 17149 5243 3971 3640 11906 3210
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=3 12 6 11 2 13 12
split_gain=51.8975 12.6321 12.6755 14.2365 14.7072 21.3957 17.6568
threshold=111.50000000000001 22.500000000000004 0.048690795898437507 0.0029172897338867192 5203.5000000000009 5.0345778421023626 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.012635682666192125 0.088084322641018051 0.085771040942329499 0.080419281996894923 -0.035734154241981425 -0.0095628493183641684 0.013657153530198547 0.068087139083465018
leaf_weight=308.77347518829629 67.851795116672292 16.667477641021833 18.627534156898037 120.4831256493926 859.80641155829653 526.35153750143945 67.208451410289854
leaf_count=2190 7860 665 3058 1164 5880 3069 1088
internal_value=0 -0.000905645 -0.00166552 -0.00247772 -0.000203867 0.00871402 0.0198203
internal_weight=0 1917.92 1901.25 1882.62 1762.14 902.333 593.56
internal_count=24974 17114 16449 13391 12227 6347 4157
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=6 12 9 6 2 13 6
split_gain=20.9573 10.4286 10.5547 11.2043 9.07524 8.42488 12.4097
threshold=0.052108764648437507 22.500000000000004 6.4224004745483412e-05 0.00062751770019531261 7333.5000000000009 3.4397069561095259 0.016456604003906253
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.028197198949065867 0.092783940281576327 0.072111738286067803 -0.0087084901863296472 -0.041705001304710963 -0.10604344545194594 0.00032051506128856803 0.012519053753997117
leaf_weight=114.01965610589832 24.34192692162469 19.537585715064779 19.442511692643166 117.92170161195099 18.88170578610152 1594.6760865119286 65.73320521810092
leaf_count=1033 6016 1576 139 895 145 14424 700
internal_value=0 -0.000580228 -0.00131585 -0.00316821 -0.0566645 -0.00201531 -0.0222973
internal_weight=0 1950.21 1930.67 1816.66 38.3242 1778.33 183.655
internal_count=24928 18912 17336 16303 284 16019 1595
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=8
num_cat=0
split_feature=3 3 1 1 3 11 7
split_gain=49.8455 10.8262 16.8891 17.8444 17.5157 14.7858 12.7319
threshold=109.50000000000001 31.500000000000004 14246.500000000002 6778.5000000000009 41.500000000000007 0.0016217231750488283 0.0091590881347656267
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=0.01980993355435683 0.087171714635156758 -0.056629346111262038 -0.0018015960046762168 -0.05040186365788453 0.11293426767215083 -0.034383676305776906 0.01373206819688863
leaf_weight=197.74299636203796 64.317542269127443 12.134926749859003 1300.0303565019276 8.1545468699187023 33.68569986987859 281.11401527514681 68.369399441638961
leaf_count=1363 8128 80 9541 50 293 4061 1319
internal_value=0 -0.0023383 -0.0049093 0.050135 0.0811002 -0.00671047 -0.0249708
internal_weight=0 1901.23 1703.49 53.9752 41.8402 1649.51 349.483
internal_count=24835 16707 15344 423 343 14921 5380
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=4 11 2 11 6 7 1
split_gain=26.4265 16.363 21.1108 16.9497 20.8325 15.452 15.1934
threshold=27.476562500000004 0.0015883445739746096 6381.5000000000009 0.00061154365539550792 0.016197204589843753 9.7274780273437514e-05 117576.50000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -3 -1
right_child=-2 5 3 4 -6 -7 -8
leaf_value=0.019278462769134339 0.065582774204717031 -0.076882743605890272 0.0098957466836109842 -0.033755276344089369 0.036556864149993734 -0.013121455227318946 -0.015850152689721311
leaf_weight=687.1157930905465 58.623358719749376 41.706889632623643 228.59888830990531 325.87482363544405 48.39639570331201 428.46605876740068 149.99894095910713
leaf_count=6444 7999 313 2165 2444 512 3457 1625
internal_value=0 -0.00258002 0.00270865 -0.011559 -0.0246633 -0.0187775 0.0129839
internal_weight=0 1910.16 1439.98 602.87 374.271 470.173 837.115
internal_count=24959 16960 13190 5121 2956 3770 8069
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=6 12 1 11 0 1 12
split_gain=15.7781 10.182 9.58223 20.0668 14.2347 23.1751 12.4446
threshold=0.062591552734375014 22.500000000000004 104592.00000000001 0.00063824653625488292 2.5000000000000004 26426.500000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.02494109183523301 0.10048451319514876 0.074711680135780625 -0.015276527240206792 0.0047306302893359506 0.0035037352100697732 -0.040167359644102223 -0.12911262534691595
leaf_weight=300.38680982636288 15.623016961617394 17.876325019402429 220.67518089502119 227.47576045943424 941.36802981328219 232.43972486513667 10.039947237819431
leaf_count=2657 5078 1581 1772 1745 10128 1843 213
internal_value=0 -0.000411221 -0.00110619 0.00148671 -0.0035411 -0.0179607 -0.0202305
internal_weight=0 1950.26 1932.39 1701.67 1401.28 459.915 230.715
internal_count=25017 19939 18358 16373 13716 3588 1985
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=6 9 1 5 11 1 2
split_gain=18.086 9.66002 16.8001 10.77 10.3313 16.8387 10.514
threshold=0.042495727539062507 0.00011560320854187013 80268.000000000015 7.2419643402099618e-06 0.0033540725708007817 12200.000000000002 4103.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=0.022037648763420677 0.0764544400653141 -0.020221995725449231 -0.019714638242880268 0.076954539419050255 -0.063832376169096774 -1.2064537116340704e-05 0.02212605560501324
leaf_weight=360.18254301138222 30.442864358774386 364.45937315793708 131.57729444117285 29.279863635543734 47.515552775235847 973.45707654999569 20.312210424104705
leaf_count=3463 7097 2949 1396 199 473 9075 416
internal_value=0 -0.00122932 0.0108662 -0.00537428 -0.00031956 0.00223538 -0.0380906
internal_weight=0 1926.78 491.76 1435.02 1070.56 1002.74 67.8278
internal_count=25068 17971 4859 13112 10163 9274 889
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=4 9 4 8 9 12 13
split_gain=15.2523 11.7133 11.2061 16.4444 15.9898 19.4274 13.6128
threshold=25.468750000000004 0.00066542625427246105 2.6162109375000004 0.21331787109375003 0.00017219781875610354 1.5000000000000002 28.636049542237238
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.0005260393446236642 0.051087317267878324 -0.04608256761950439 0.0036845110779420267 0.048103638682078793 -0.01831203912225696 0.068027311913174182 -0.16844722762559383
leaf_weight=674.52648391015828 57.016377326566726 56.921427652239799 457.43792669824325 101.91277416842058 537.63800330250524 58.828834251500666 2.5390542270615688
leaf_count=3730 8158 423 4038 1066 4253 3104 164
internal_value=0 -0.00140815 -2.07402e-05 0.0117776 -0.00520273 0.00437481 0.0582423
internal_weight=0 1889.8 1832.88 559.351 1273.53 735.894 61.3679
internal_count=24936 16778 16355 5104 11251 6998 3268
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=8
num_cat=1
split_feature=6 9 5 13 8 15 0
split_gain=15.4424 8.42915 13.4066 46.482 8.70191 19.3145 18.1521
threshold=0.052108764648437507 0.00057768821716308605 0.00079464912414550792 18.645449558500026 0.080841064453125014 0 3.5000000000000004
decision_type=2 2 2 2 2 1 2
left_child=1 4 -3 -4 5 -1 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.0096482915804517004 0.095013559505581185 -0.024924825974324501 -1.6367988341300099 -0.074141722565578771 0.02674867641375064 0.04143498290739854 -0.0034861174108923123
leaf_weight=917.11507329228334 16.949237322667614 98.181753239827231 0.22981772967614134 1.1003932631574569 323.42050120932981 70.722549807745963 514.38138694898225
leaf_count=5791 6040 1580 30 94 2818 2973 5614
internal_value=0 -0.000856033 -0.0291979 -0.344494 0.000688828 -0.00566927 0.00818556
internal_weight=0 1925.15 99.512 1.33021 1825.64 987.838 837.802
internal_count=24940 18900 1704 124 17196 8764 8432
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=8
num_cat=0
split_feature=1 9 5 0 9 2 1
split_gain=9.29535 11.5492 11.2875 9.36216 13.2038 9.16924 8.82836
threshold=29223.500000000004 0.00016409158706665042 0.00070881843566894542 2.5000000000000004 0.00011560320854187013 6078.5000000000009 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -3
right_child=2 6 -4 -5 -6 -7 -8
leaf_value=0.043156379660558998 0.11579942348245076 -0.073044519360683471 0.09322581002052141 0.00088526727183027695 -0.036216168404912742 0.00032807146056887073 0.008618590167186007
leaf_weight=106.13807252189144 7.3812021696940056 13.837637000950052 12.304344399599357 1210.8169005931122 175.63996617216617 100.56032162625343 305.40361477190163
leaf_count=757 52 101 4687 14096 1373 645 3290
internal_value=0 0.0145797 -0.00215983 -0.00294522 -0.0193004 0.00822458 0.00507878
internal_weight=0 425.379 1506.7 1494.4 283.581 107.942 319.241
internal_count=25001 4148 20853 16166 2070 697 3391
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=1
split_feature=6 1 1 13 1 15 13
split_gain=10.967 8.89556 8.74952 6.99034 7.51129 12.1955 15.5141
threshold=0.062591552734375014 12200.000000000002 6778.5000000000009 37.456268382774219 72646.500000000015 0 27.487911252621881
decision_type=2 2 2 2 2 1 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.038969113295624136 0.1003792217738525 0.048404042927354472 0.051315567064336744 -0.021798894154495166 -0.012191570646061594 0.00040125498833404956 -0.18580151117246738
leaf_weight=13.280785241397096 10.689990349928847 87.384057769319043 55.964684321428649 170.50253801699728 416.31578388414346 1169.79912211583 2.9226010031998149
leaf_count=105 5089 3335 502 1203 5014 9559 147
internal_value=0 -0.00118879 0.0339994 -0.00250809 -0.000546088 0.00330136 0.0367538
internal_weight=0 1916.17 69.2455 1846.92 1676.42 1260.11 90.3067
internal_count=24954 19865 607 19258 18055 13041 3482
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=6 12 9 10 0 6 0
split_gain=9.60883 8.63365 8.05537 8.37401 9.88631 7.43263 6.08416
threshold=0.062591552734375014 22.500000000000004 6.4224004745483412e-05 1.5000000000000002 12.500000000000002 0.017890930175781253 13.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -3
right_child=-2 6 3 4 5 -7 -8
leaf_value=0.024944959815749689 0.10033016332242822 0.089227408740476188 -0.0035901185535862803 0.044563219254750791 0.017503126728443428 -0.27274345859795818 -0.14349008058827012
leaf_weight=115.38498920295388 9.5851169496308994 15.244149385718631 1729.1595777104376 56.460927370004356 1.7602989040315145 1.7683548405766485 1.2124601625837375
leaf_count=1032 5078 1558 15633 1604 23 23 58
internal_value=0 -4.10667e-05 -0.000664251 -0.00231584 0.0344142 -0.127963 0.0720786
internal_weight=0 1920.99 1904.53 1789.15 59.9896 3.52865 16.4566
internal_count=25009 19931 18315 17283 1650 46 1616
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=3 3 11 2 3 4 11
split_gain=36.1665 20.3273 8.63772 11.5938 12.036 14.4097 13.2975
threshold=112.50000000000001 264.50000000000006 0.0003970861434936524 7541.0000000000009 97.500000000000014 7.7167968750000009 0.00066304206848144542
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.028539775938713298 0.090201945355313937 -0.94205775194690811 0.0017620578976225581 0.010122873368941583 -0.047588401587235526 0.043703188234437036 -0.032176745958303915
leaf_weight=91.209322331473231 48.174160780734383 0.19116471242159505 1315.4261061658617 120.75698217377067 98.923382625333034 46.560208775452338 193.25373725872487
leaf_count=814 7607 31 12439 744 1052 960 1316
internal_value=0 0.0861148 -0.00147239 -0.00301466 -0.0166893 -0.00821203 -0.0159099
internal_weight=0 48.3653 1866.13 1774.92 459.494 360.571 314.011
internal_count=24963 7638 17325 16511 4072 3020 2060
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=8
num_cat=0
split_feature=3 3 12 7 11 5 12
split_gain=30.8479 20.6533 16.2517 16.5012 11.8101 10.9381 9.50023
threshold=101.50000000000001 97.500000000000014 1.5000000000000002 0.0013594627380371096 0.0019230842590332033 4.4494867324829108e-05 11.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -2 -5
right_child=5 2 3 6 -6 -7 -8
leaf_value=0.0054204724946275117 0.022227516363749922 -0.022852445431774733 0.056520685648693642 -0.24064466251726882 -0.017850064774772533 0.078157077879630832 -0.049059789687907467
leaf_weight=1254.6837265838403 86.14204190322198 238.35326631483622 3.7594484649598625 8.5852091429987905 263.97757848957554 58.860103053972125 3.7057300796732298
leaf_count=8601 3338 1824 113 83 4226 6689 62
internal_value=0 -0.00304185 -0.0294113 -0.126809 0.00137552 0.0449309 -0.182885
internal_weight=0 1773.06 254.404 16.0504 1518.66 145.002 12.2909
internal_count=24936 14909 2082 258 12827 10027 145
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=3 11 1 7 13 7 3
split_gain=30.6419 10.897 18.0362 15.0268 10.5403 9.10788 8.33131
threshold=109.50000000000001 0.0011591911315917971 38465.500000000007 0.0086936950683593767 20.258768576339307 7.4893236160278334e-05 8.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=0.049951570380008102 0.079476918553919668 -0.056545124432949359 -0.0029250872393110686 0.019164613846411382 0.010573220120373046 -0.14635905613483813 -0.012419589786502703
leaf_weight=114.14163976255804 47.583531074633356 53.370049350778572 795.40571522060782 139.68187772331294 168.05184810236096 4.6798390215262762 601.317761762999
leaf_count=755 8198 450 6118 1961 1033 31 6445
internal_value=0 -0.00178094 0.0047808 -0.0106301 0.026501 -0.0169419 -0.013454
internal_weight=0 1876.65 1077.6 799.05 282.193 659.368 605.998
internal_count=24991 16793 7906 8887 1788 6926 6476
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=1 11 1 0 11 1 12
split_gain=6.9591 8.62022 12.5187 7.27732 21.9786 10.4389 12.1832
threshold=13600.000000000002 0.0031213760375976567 6778.5000000000009 2.5000000000000004 0.00077939033508300792 84901.000000000015 3.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -5
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.05044448505347221 0.020935604631229645 -0.12068266172643385 0.021849707236373042 0.0056592162140391179 -0.025932741588914156 -0.012271792411020917 0.056866872760275272
leaf_weight=59.003299136878923 145.0230715428479 8.1755843819119018 25.017446597921662 965.42568520834902 322.68410801660502 333.45692341844551 48.810042380238883
leaf_count=464 924 70 326 12019 2899 4795 3454
internal_value=0 0.0275102 -0.0132574 -0.000652638 -0.0114001 0.00307721 0.00812361
internal_weight=0 92.1963 33.193 1815.4 467.707 1347.69 1014.24
internal_count=24951 860 396 24091 3823 20268 15473
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=8
num_cat=0
split_feature=3 12 13 11 3 11 8
split_gain=25.8387 20.8938 44.7865 8.79151 8.03276 10.3957 7.26266
threshold=114.50000000000001 61.500000000000007 5.5396249241947109 0.0003970861434936524 31.500000000000004 0.0024881362915039067 0.042953491210937507
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.069213308547424093 0.088522966871516201 0.099992146372836738 -3.2121030835647484 0.026568707526687798 -0.0056664387699556186 -0.036081026950255592 0.0089310095037194257
leaf_weight=29.615746841300279 36.384256590623409 0.12596765323541959 0.060025186277925968 158.35333468881436 1577.4632614943548 31.805271612014621 61.461190205300227
leaf_count=263 7189 41 17 908 15571 408 563
internal_value=0 0.0831142 -0.97305 -0.00176477 -0.0033259 0.0160901 0.0285334
internal_weight=0 36.5702 0.185993 1858.7 1767.62 190.159 91.0769
internal_count=24960 7247 58 17713 16887 1316 826
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=3 4 0 11 5 12 5
split_gain=25.348 8.13412 14.2078 21.8902 18.6855 11.7446 10.7057
threshold=111.50000000000001 2.6162109375000004 4.5000000000000009 0.0007064342498779298 5.2154064178466805e-06 21.500000000000004 4.2051076889038093e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -3
right_child=-2 6 5 4 -6 -7 -8
leaf_value=0.026511551388386057 0.081821026327030755 0.023720378709123812 -0.024758851929853682 -0.035825741981112227 0.0026226466076735705 0.083724824513709759 -0.0029481576572658549
leaf_weight=263.93138958001509 38.910138103819918 288.61375161679462 336.40737971710041 172.67258381936699 471.67676327191293 10.284238580381496 314.61525578680448
leaf_count=1880 7831 1824 2381 1361 3233 519 5939
internal_value=0 0.000268352 -0.00431869 0.00225497 -0.00768075 -0.0215407 0.00981135
internal_weight=0 1858.2 1254.97 908.281 644.349 346.692 603.229
internal_count=24968 17137 9374 6474 4594 2900 7763
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=7 11 11 5 7 2 11
split_gain=8.2121 12.3667 8.30172 8.28379 10.2928 9.67632 13.0781
threshold=7.4893236160278334e-05 0.0020132064819335942 0.012813568115234377 1.7732381820678714e-05 0.0091590881347656267 6152.5000000000009 0.00063824653625488292
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=-0.0093136470766518511 0.0057114239259853381 -0.092523177786103222 -0.1584460949112797 0.006036577314997532 0.036322772418263947 0.0047883782646806448 -0.03358843269049433
leaf_weight=123.45347211381886 501.94195173250046 20.882039825897664 3.1606734579545437 755.31877005723072 131.79222641279921 165.34163742524106 191.81544895167463
leaf_count=1174 4661 237 98 12263 3368 1542 1589
internal_value=0 -0.0213524 0.00346496 0.00375806 0.010536 -0.0032409 -0.0158223
internal_weight=0 144.336 1749.37 1746.21 887.111 859.099 357.157
internal_count=24932 1411 23521 23423 15631 7792 3131
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=3 3 3 12 7 11 1
split_gain=20.6916 8.46132 18.4664 18.207 15.7699 11.0598 11.5005
threshold=114.50000000000001 97.500000000000014 100.50000000000001 1.5000000000000002 0.0013871192932128908 0.0019230842590332033 71035.500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.011984926840971431 0.080242059140713584 -0.026265655796572196 0.012614114750862635 0.071178282824659808 -0.19945456385738261 -0.016462217063264482 -0.0095501153086871276
leaf_weight=919.54105371353216 31.944260664575268 191.79339065297972 142.96559033880476 2.6823779726400963 10.908279777504502 260.40855091018602 339.55693864962086
leaf_count=6159 7258 1472 3220 85 122 4207 2514
internal_value=0 -0.000925182 -0.0149821 -0.0341916 -0.146039 0.0022974 0.00617729
internal_weight=0 1867.86 348.35 205.384 13.5907 1519.51 1259.1
internal_count=25037 17779 4899 1679 207 12880 8673
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=3 4 8 5 3 7 3
split_gain=22.2272 7.87922 15.5774 15.7021 11.5914 9.16427 9.02519
threshold=114.50000000000001 7.0332031250000009 0.21331787109375003 6.9946050643920912e-05 8.5000000000000018 0.0028562545776367192 28.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 -1
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.018899571877209011 0.085096257419166807 0.033494451129393921 0.066009889772430469 -0.34173369438873102 0.0035517404535216966 -0.051954406856772745 -0.0073787501384203653
leaf_weight=143.68378585763276 29.542671616363805 93.796031462959945 46.710012056340929 1.1126417857594777 78.065511278458871 48.055124087550212 1445.7959574098932
leaf_count=801 7197 543 1451 10 1946 2024 10973
internal_value=0 -0.00233002 0.0135401 0.00245161 -0.0204331 -0.0175975 -0.00500327
internal_weight=0 1857.22 267.739 221.029 127.233 126.121 1589.48
internal_count=24945 17748 5974 4523 3980 3970 11774
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=0
split_feature=1 1 6 2 6 0 6
split_gain=9.33399 8.71396 8.52342 6.55362 8.06432 9.42381 7.86186
threshold=10840.500000000002 6778.5000000000009 0.048690795898437507 2959.5000000000005 0.020530700683593753 6.5000000000000009 0.00062751770019531261
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=-0.029195968077265728 0.017057386701874983 0.069385121430731236 0.079033063190947703 -0.052947392356181372 -0.04637452192736094 0.038683160962608897 -0.0031906127381184156
leaf_weight=12.022793380543588 314.19130674342159 35.27098046609899 13.320505528594365 32.482912834500894 45.401797240483575 18.265725980279967 1417.6782526024617
leaf_count=108 2760 375 6317 284 676 275 14218
internal_value=0 0.0443242 -0.000667991 -0.00124878 0.0104811 -0.021972 -0.00430516
internal_weight=0 47.2938 1841.34 1828.02 377.859 63.6675 1450.16
internal_count=25013 483 24530 18213 3711 951 14502
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=3 1 3 5 2 2 3
split_gain=21.5375 8.4312 15.5878 15.5678 14.7523 15.9997 14.1603
threshold=112.50000000000001 27235.500000000004 69.500000000000014 0.0001470446586608887 2424.5000000000005 5948.5000000000009 91.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -3
right_child=-2 6 4 -5 5 -7 -8
leaf_value=0.008139887416024295 0.084703034445537354 0.0016072151402881101 -0.040451952554020516 -0.070578899343597373 0.092530303919532708 -0.027921524718794277 -0.019125392514965481
leaf_weight=251.6902040457353 29.122469413443469 985.54705323860981 15.060063471784813 27.908401454333216 55.774784539069515 13.745190334971992 494.83442984579597
leaf_count=1517 7605 8681 141 559 622 106 5704
internal_value=0 -0.00196962 0.0116614 0.000282399 0.0492769 0.068715 -0.0053229
internal_weight=0 1844.56 364.179 279.599 84.58 69.52 1480.38
internal_count=24935 17330 2945 2076 869 728 14385
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=11 1 1 6 7 11 2
split_gain=7.86648 19.6729 9.79441 12.6865 9.20849 8.91028 8.83814
threshold=0.00073266029357910167 54064.500000000007 12200.000000000002 0.0064125061035156259 0.0065860748291015634 0.0037717819213867192 4776.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -2 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.028806989650962185 0.036838122303532471 -0.0087285129337966848 -0.0052308105778918392 -0.00099446440627141671 0.10323591584873111 -0.055243460705748329 -0.036709787095091782
leaf_weight=260.77558303752448 40.05609499104321 300.57224845478777 156.55563827836886 888.2315284346405 14.157065584324299 14.245621569221838 207.27969134226441
leaf_count=2178 313 3408 1298 15665 154 166 1738
internal_value=0 0.0087087 -0.00542305 -0.00743686 0.031408 0.012681 -0.0231646
internal_weight=0 561.348 1320.53 1252.07 68.4588 54.3017 363.835
internal_count=24920 5586 19334 18701 633 479 3036
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=3 10 3 4 9 7 4
split_gain=13.1302 8.65225 12.6752 6.6685 10.8873 6.54069 7.46749
threshold=116.50000000000001 5.5000000000000009 264.50000000000006 53.234375000000007 0.00057053565979003917 0.0026712417602539067 1.6303710937500002
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0032220481706680109 0.084059582686992984 0.1000285048633445 -1.0159335921606325 0.06228922637949888 -0.034050948351777834 -0.0023549703518240405 0.019725629261049069
leaf_weight=1130.2237880956964 22.78508495766437 0.23839240107918058 0.17715951800346375 17.090273605281254 91.703539233247284 283.32906524976715 333.38310952211032
leaf_count=8966 6743 132 2 3525 823 2075 2742
internal_value=0 0.07581 -0.376191 0.000112774 -0.00046517 0.00129788 0.00958139
internal_weight=0 23.2006 0.415552 1855.73 1838.64 1746.94 616.712
internal_count=25008 6877 134 18131 14606 13783 4817
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=3 12 3 6 4 1 12
split_gain=13.6736 6.42863 7.38256 17.5235 6.18485 13.4453 21.275
threshold=116.50000000000001 22.500000000000004 55.500000000000007 0.010929107666015627 8.0273437500000018 55663.000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.0042207358801246049 0.078835300666709712 0.10188465409897106 0.094062812760805359 -0.7671337016466786 -7.9588736221094299e-05 0.079556194040236949 -0.11778443193028452
leaf_weight=1608.4713557744399 21.407377971801907 0.70820303913205751 11.277407300425692 0.34469855576753616 175.84628556558164 47.775592416990548 6.1680707300256463
leaf_count=11432 6802 47 704 16 3871 1949 128
internal_value=0 -0.00154561 0.0704182 -0.182776 -0.00202833 0.0133179 0.056991
internal_weight=0 1850.59 12.3303 1.0529 1838.26 229.79 53.9437
internal_count=24949 18147 767 63 17380 5948 2077
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=8
num_cat=0
split_feature=4 3 9 2 9 0 7
split_gain=12.0796 8.68084 7.57849 7.95606 17.4966 15.9413 6.85838
threshold=22.523437500000004 116.50000000000001 0.00070118904113769542 2959.5000000000005 0.00023239850997924807 4.5000000000000009 0.0048694610595703134
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.061213092497689497 0.046846899874357487 0.072023120885767317 -0.044307556906341396 -0.0074750949591960367 -0.011182542770814779 0.0057316394982320079 0.0092770625927921443
leaf_weight=99.188673662953079 55.825879888085183 16.406937440275215 39.599366558715701 1055.0944746319437 167.74936342990259 108.36950887925923 318.05868587340228
leaf_count=714 8359 3073 274 8073 1148 1019 2269
internal_value=0 -0.000383602 -0.00104801 -6.82515e-05 0.0128346 0.0322454 -0.00359485
internal_weight=0 1804.47 1788.06 1748.46 375.308 207.558 1373.15
internal_count=24929 16570 13497 13223 2881 1733 10342
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=3 12 12 8 11 11 9
split_gain=11.5524 6.78681 6.01834 17.9539 11.675 6.303 16.6011
threshold=112.50000000000001 22.500000000000004 18.500000000000004 0.16619873046875003 0.0010647773742675783 0.0017523765563964846 0.00058484077453613292
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0031839295606344432 0.070800385078612749 0.07606890956732465 0.047818274332581789 -0.10815465303469572 -0.41686950179509613 -0.012739699431583052 -0.076473220330151248
leaf_weight=1406.9132465532748 22.467794592521386 11.256072387564926 6.3161967778578383 4.5318158660084009 1.6787125965347511 382.89626446034526 26.658339785179123
leaf_count=9937 7624 696 191 66 21 6294 201
internal_value=0 -0.00134165 -0.00181807 -0.0708931 -0.191621 -0.0013417 0.00170262
internal_weight=0 1840.25 1828.99 12.5267 6.21053 1816.47 1433.57
internal_count=25030 17406 16710 278 87 16432 10138
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=4 1 1 9 6 4 1
split_gain=9.60132 13.1104 9.80631 14.5638 14.3269 10.6936 7.36886
threshold=10.230468750000002 39818.000000000007 23991.000000000004 0.00024807453155517584 0.0085716247558593767 0.11383056640625001 169799.50000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=0.016143177012264379 -0.0045859821279815825 0.050465854353288868 -5.4244692825381088e-05 -0.044982850204423046 0.14999280638912305 -0.0057205637638521219 -0.14194139695169225
leaf_weight=235.72680782503448 89.753581264230888 83.505596595030511 1086.8236704590381 164.74373217357788 4.3483614614233366 190.14683149557095 4.0554679093183941
leaf_count=1595 3142 6867 10469 1391 37 1501 42
internal_value=0 0.0219473 -0.00277332 -0.00584834 -0.0231818 -0.00509271 -0.0085655
internal_weight=0 173.259 1685.84 1450.12 363.294 198.551 194.202
internal_count=25044 10009 15035 13440 2971 1580 1543
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=3 5 13 3 9 11 11
split_gain=10.9803 12.319 10.6736 9.8539 9.71902 13.1523 9.34978
threshold=101.50000000000001 4.4494867324829108e-05 27.820344987205861 98.500000000000014 0.00038850307464599615 0.0026903152465820317 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -6 -4
right_child=1 -3 6 -5 5 -7 -8
leaf_value=-0.00053841924733943447 0.044736125112045916 0.072352182844804269 -0.092619991889041936 -0.024917727044487446 -0.11680355530661889 0.1475833525800907 0.13387678880291062
leaf_weight=1543.9179536708398 46.95371488307137 41.406698202627013 14.99572570086457 185.73772846069187 8.6683690772624669 2.4028482886496922 2.0743484511040142
leaf_count=13295 2837 6664 256 1584 217 46 27
internal_value=0 0.0285608 0.00441434 -0.00315638 0.0248629 -0.0594188 -0.0650937
internal_weight=0 116.502 75.095 1729.66 58.0249 11.0712 17.0701
internal_count=24926 10047 3383 14879 3100 263 283
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=4 9 1 1 1 4 7
split_gain=6.793 6.10379 9.77038 12.8003 9.12342 8.73039 10.4437
threshold=85.281250000000014 0.00057053565979003917 34060.000000000007 24350.500000000004 31992.500000000004 2.6162109375000004 0.0069103240966796884
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.012808910137763127 0.089463890864433765 -0.016813475604004858 0.018142403166550046 -0.11445381437373861 -0.008950127618271719 -0.00030095338046573012 0.038482498225202777
leaf_weight=447.37786234510713 8.3675185497850162 39.733500387636013 32.68546938415966 20.278838454221841 929.64934321824694 288.00865237115067 91.487403986975551
leaf_count=3286 4857 468 1173 319 9216 4164 1504
internal_value=0 -0.000839354 -0.0258484 -0.0498078 0.00048046 -0.00373257 0.00904882
internal_weight=0 1849.22 92.6978 60.0123 1756.52 1309.15 379.496
internal_count=24987 20130 1960 787 18170 14884 5668
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=3 9 1 2 10 0 3
split_gain=8.92159 6.37793 11.0808 10.5063 6.46979 13.0484 6.03105
threshold=116.50000000000001 0.00012940168380737307 39818.000000000007 7108.0000000000009 1.5000000000000002 12.500000000000002 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -2
right_child=6 4 -4 -5 5 -7 -8
leaf_value=0.048160959884210784 0.088228582253044391 -0.0071625405142317009 -0.0028746146610307416 0.0014105535851876873 0.049116826931441315 -0.15943042330347298 -0.14836329997875988
leaf_weight=103.3855032682186 15.480761599028485 1206.9220266169286 388.87800693686586 89.84601392922923 38.512154411029769 3.2532998357200986 1.1576995870564122
leaf_count=706 6602 12570 3472 571 800 39 227
internal_value=0 -0.0017936 0.00685097 0.0264237 -0.00582351 0.0328708 0.0717634
internal_weight=0 1830.8 582.11 193.232 1248.69 41.7655 16.6385
internal_count=24987 18158 4749 1277 13409 839 6829
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=3 6 13 3 9 9 3
split_gain=9.10538 13.0777 10.208 10.095 9.43169 8.72719 8.07277
threshold=101.50000000000001 0.010486602783203127 30.811259195042243 98.500000000000014 0.00020366907119750979 0.00038850307464599615 102.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00063639261737071092 0.048061790462086494 0.062851859407412364 0.0078757967745905818 -0.024250142256969795 -0.017571088575313053 -0.052526715435207587 -0.25619424650173789
leaf_weight=1554.378796684905 31.200241435784847 54.059258837369271 1.641844861209395 182.09080493520014 10.602556380676104 11.920518095721489 3.9248637608252466
leaf_count=13351 1970 7612 15 1589 88 209 105
internal_value=0 0.0272797 -0.00515428 -0.00197328 -0.0729139 0.0202543 -0.178313
internal_weight=0 113.349 59.29 1736.47 16.1693 43.1208 5.56671
internal_count=24939 9999 2387 14940 208 2179 120
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=11 0 4 13 4 5 11
split_gain=6.60851 9.72723 10.5684 8.80242 7.22997 19.2667 6.20342
threshold=0.0009143352508544923 3.5000000000000004 6.0957031250000009 15.904426524066212 0.83520507812500011 5.993247032165528e-05 0.0019674301147460942
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7
right_child=4 2 -4 -5 -6 6 -8
leaf_value=0.051439186558851095 -0.025512580379262323 -0.0061835542630630383 0.064942989868871981 0.012598781106559251 0.0016435482796591993 0.093221948163287507 0.0093638278173597631
leaf_weight=71.970617973071057 273.29445285821566 383.65734146290924 22.092931976250838 308.29440626595169 753.57209179742495 18.369191703735851 16.972061461303383
leaf_count=814 2397 4375 312 2458 14437 125 105
internal_value=0 0.00845875 -0.00231068 0.0199499 -0.00363633 -0.0165278 0.0529511
internal_weight=0 786.015 405.75 380.265 1062.21 308.636 35.3413
internal_count=25023 7959 4687 3272 17064 2627 230
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=3 9 9 4 7 4 3
split_gain=7.79068 5.66392 4.60389 6.40516 5.28214 9.14721 7.90581
threshold=125.50000000000001 4.848837852478028e-05 6.213784217834474e-05 2.3486328125000004 0.0055065155029296884 0.13879394531250003 92.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=0.017021067669842096 -0.21702346360919372 0.10114598233539165 -0.0041286476898766541 0.17592071808284571 0.081896159339801752 0.014541013110130955 -0.015901918682154684
leaf_weight=96.789093612751458 0.59057399939047073 10.523610138508955 1299.5967265203653 2.604718667222186 16.396909973584116 295.28538537875284 119.95941166649573
leaf_count=890 81 5156 13258 35 121 3069 2367
internal_value=0 0.0842325 0.000256311 0.0211859 -0.000945298 0.00863919 0.00574639
internal_weight=0 11.1142 1830.63 99.3938 1731.24 431.642 415.245
internal_count=24977 5237 19740 925 18815 5557 5436
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=3 9 11 1 10 6 8
split_gain=7.1732 6.62168 6.26672 6.13736 8.54612 7.8866 12.9669
threshold=125.50000000000001 6.6012144088745131e-05 0.012813568115234377 117576.50000000001 2.5000000000000004 0.016456604003906253 0.21551513671875003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.021922320627680753 0.08322101413923827 -0.00060324314751372503 -0.15135289102101041 -0.036946163146730687 0.097109386623905794 -0.018945332259345374 0.099186679971519157
leaf_weight=122.51802068500547 10.282732705149099 1546.3876070759143 2.8098673998902077 101.95260872109793 9.0026735819410515 35.138025475287577 12.631900226493597
leaf_count=1125 5215 16198 82 1068 501 456 273
internal_value=0 -0.000534049 -0.00214497 -0.00189905 -3.76524e-05 -0.0212361 0.012293
internal_weight=0 1830.44 1707.92 1705.11 1555.39 149.723 47.7699
internal_count=24918 19703 18578 18496 16699 1797 729
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=3 1 11 5 5 3 1
split_gain=6.80069 8.36418 10.3855 8.77811 9.42971 6.50255 7.96196
threshold=100.50000000000001 60425.500000000007 0.00037372112274169927 5.9902667999267587e-06 5.5134296417236337e-06 99.500000000000014 29223.500000000004
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0015358287484710026 0.0051448423358879504 -0.14501355967002186 0.015487613718925659 0.090111442042676973 -0.32479305820998988 0.06250556816376597 -0.043507137076243124
leaf_weight=1612.6973583343788 113.18890818032378 2.3708121284726067 4.400523960182908 32.806381638001767 0.99893307406455267 7.9464060460450119 65.284810623270459
leaf_count=13911 5369 176 299 4596 17 65 570
internal_value=0 0.0191092 0.0580625 0.0706654 -0.0474831 -0.00285924 -0.0320033
internal_weight=0 153.766 40.5767 38.2058 5.39946 1685.93 73.2312
internal_count=25003 10457 5088 4912 316 14546 635
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=1 12 8 12 9 12 2
split_gain=5.72835 5.35261 4.45268 6.3636 4.46157 5.60132 13.4539
threshold=174126.00000000003 22.500000000000004 0.0046310424804687509 1.0000000180025095e-35 8.1986188888549818e-05 19.500000000000004 9689.0000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.043073491058745805 -0.036300772658183759 0.073867691060553742 0.014219061798949216 0.12354423109647482 -0.00067752766076747332 -0.038279622696634825 -0.45579423123426599
leaf_weight=37.6160579820571 43.431694945582421 9.8756728073203686 217.09690392261837 2.4406307730823746 1533.7912085709395 6.4086527816834851 0.87713105184957374
leaf_count=282 782 1354 1915 61 20368 276 36
internal_value=0 0.000449782 4.65618e-05 -0.0329204 0.000797662 -0.00109306 -0.0885647
internal_weight=0 1808.11 1798.23 40.0567 1758.17 1541.08 7.28578
internal_count=25074 24292 22938 343 22595 20680 312
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=1 3 11 1 3 11 3
split_gain=6.00293 7.05902 6.06474 14.0699 6.76174 8.73951 6.73004
threshold=10840.500000000002 19.500000000000004 0.0011467933654785158 38465.500000000007 87.500000000000014 0.00080466270446777355 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4
right_child=2 -3 6 -5 5 -7 -8
leaf_value=-0.026390958044403542 0.030622346681085211 0.05989298706440789 -0.010957550294482319 -0.0028427545571272196 0.034950683089586536 -0.05514153177888137 0.020728878495022918
leaf_weight=13.230393406935034 226.5020345421508 33.461127098882571 668.12584899552166 767.87943519398686 20.421793738903943 22.775461843935773 74.504634753480786
leaf_count=102 1405 380 7358 8439 186 204 6888
internal_value=0 0.0354437 -0.000879448 0.0040585 0.0237075 -0.0125498 -0.00777858
internal_weight=0 46.6915 1780.21 1037.58 269.699 43.1973 742.63
internal_count=24962 482 24480 10234 1795 390 14246
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=11 7 13 6 13 6 7
split_gain=5.98902 9.84558 6.52897 5.17004 5.29754 4.32554 3.75605
threshold=0.0016217231750488283 0.0099678039550781267 18.461921947288101 0.062591552734375014 5.0345778421023626 0.00062751770019531261 0.0041561126708984384
decision_type=2 2 2 2 2 2 2
left_child=5 3 -3 4 6 -1 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.034632822615516534 -0.074068114530871837 0.0019050334420480733 0.06384045345323669 0.10036240529316474 -0.013696381893377794 0.0044361677727185874 0.00075116730686864894
leaf_weight=28.942205713246949 25.848771659424528 49.380740154490923 25.972031200290076 3.7535723781184052 332.09491657512262 1357.5814787979762 9.0617661919677612
leaf_count=267 376 1956 686 3852 4280 13383 191
internal_value=0 -0.00970017 0.0232527 -0.0163975 -0.0175918 0.00362063 -0.0546473
internal_weight=0 446.112 75.3528 370.759 367.005 1386.52 34.9105
internal_count=24991 11341 2642 8699 4847 13650 567
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=11 6 11 8 9 11 9
split_gain=5.48553 4.42551 4.71564 6.66785 6.89544 7.71217 6.37799
threshold=0.012813568115234377 0.062591552734375014 0.0024881362915039067 0.081756591796875014 0.00029742717742919927 0.0028524398803710942 0.00088667869567871105
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0025505718481605433 -0.14715166554776429 0.10033623131945549 -0.086796317749308696 0.0038224595528608568 0.044920497646250807 -0.037968248413068478 -0.090878322366745923
leaf_weight=1634.5487348899187 2.5119338734657495 4.4480610454629632 19.888705902267247 89.802115817874437 14.44731673382921 50.32227242513909 7.3391513436217783
leaf_count=16489 100 5012 178 2183 179 722 66
internal_value=0 0.000715991 0.000472008 -0.0151592 -0.0352942 -0.0194791 0.00213293
internal_weight=0 1820.8 1816.35 174.46 84.6583 64.7696 1641.89
internal_count=24929 24829 19817 3262 1079 901 16555
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=1 3 1 3 11 6 2
split_gain=7.2033 15.2505 5.84204 19.1501 10.2408 8.14961 7.5884
threshold=174126.00000000003 64.500000000000014 14246.500000000002 41.500000000000007 0.0012631416320800783 0.012516021728515627 2404.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -4
right_child=1 -3 6 -5 5 -7 -8
leaf_value=0.076421046891379393 -0.23140885792989074 -0.022296384030359939 0.020274275494281287 0.073661876603118168 -0.0076024329321972249 -0.10005148093680089 -0.0030273459115058143
leaf_weight=10.140483846887944 3.8359129070304325 38.370784388287575 153.80033145954076 43.6848929944681 32.699269786477089 13.460090814274734 1530.7159327559493
leaf_count=55 32 733 2020 553 190 142 21193
internal_value=0 -0.0413033 0.000494122 0.0239793 -0.0145712 -0.0345613 -0.000899846
internal_weight=0 42.2067 1784.5 99.9847 56.2998 46.1594 1684.52
internal_count=24918 765 24153 940 387 332 23213
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=3 6 9 7 5 4 7
split_gain=6.05352 7.23283 7.05499 6.17508 7.34564 5.89213 5.77409
threshold=100.50000000000001 0.0090141296386718767 0.0006148815155029298 7.4893236160278334e-05 3.2573938369750983e-05 0.012588500976562502 0.0012650489807128908
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0013136738102511006 -0.10003230131862528 0.0089890017308764478 -0.10321838253160534 -0.18401719889871351 -0.32920356592430716 0.023969847680190975 0.063198600293839891
leaf_weight=1685.2512214047601 5.0328826883924185 34.232620980415959 6.4803045552689573 1.3951286917435926 0.6118905134499063 56.87396005820483 46.121276176592801
leaf_count=14574 212 2112 67 39 10 1823 6140
internal_value=0 0.0196025 -0.00380003 0.00628058 0.0153684 0.0189889 0.0401043
internal_weight=0 150.748 70.3942 63.9139 58.881 58.2691 80.3539
internal_count=24977 10403 2151 2084 1872 1862 8252
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=1 4 10 12 9 4 12
split_gain=4.73233 7.7008 8.66964 6.05704 5.06577 6.10317 5.86975
threshold=174126.00000000003 0.83520507812500011 1.0000000180025095e-35 22.500000000000004 7.8648328781127943e-05 1.9555664062500002 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0064083086592340291 -0.049613651235017465 -0.0091222057403964035 -0.25880860040744791 0.08236940948717901 -0.00054756427376773228 0.06800763303076042 0.091113658217311308
leaf_weight=171.80279957642779 6.7587819807231408 33.307934809708968 2.8023337806807831 9.2800418160622922 1566.5849816731934 20.511180865461938 8.5895246780710277
leaf_count=871 64 636 75 1372 20920 167 753
internal_value=0 -0.0318307 -0.110936 0.00179269 0.00136961 0.0163191 0.0104418
internal_weight=0 42.8691 9.56112 1776.77 1767.49 200.904 180.392
internal_count=24858 775 139 24083 22711 1791 1624
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=2 5 4 4 11 1 5
split_gain=5.5867 11.934 14.242 11.5417 12.7004 11.493 10.7998
threshold=6381.5000000000009 0.00010454654693603517 2.7763671875000004 11.261718750000002 0.00066304206848144542 53282.500000000007 7.2568655014038099e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.0043383021478917653 0.020659256231231136 0.13864062714672806 0.011430194186955237 0.097930403112890571 -0.027701328746595529 -0.021838491288597627 -0.073873543448082266
leaf_weight=1181.6508090651041 147.25792354118312 11.15593484090641 41.685157641637488 16.834300323273059 309.77816019451711 112.06215402972884 4.6746672473382196
leaf_count=16935 1123 79 2663 140 2628 1314 73
internal_value=0 -0.00724198 0.038288 -0.0113155 -0.0140333 0.00229433 0.0605904
internal_weight=0 643.448 52.8411 590.607 569.098 259.32 21.509
internal_count=24955 8020 2742 5278 5065 2437 213
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=3 8 9 5 9 3 3
split_gain=4.57408 6.69776 11.4566 7.67956 8.28452 7.1242 6.68746
threshold=100.50000000000001 0.085662841796875014 0.00038850307464599615 2.8342008590698246e-05 0.00039255619049072271 213.50000000000003 98.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 5 -3 -4 -5 -2 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0002877044199226784 -0.0029827522858279459 0.064429028714304934 -0.054731754462927988 -0.80560505511435121 0.066563572283717468 -0.33444826326442323 -0.023527932585494685
leaf_weight=1536.0406382930814 70.891745816436014 50.780307990018628 17.774164563801609 0.10982142812281281 9.4294141958380333 0.65404870509519142 134.67238244239707
leaf_count=13352 3497 2639 251 24 3943 44 1178
internal_value=0 0.0160886 0.0363386 -0.0158863 0.056492 -0.00601464 -0.00216105
internal_weight=0 149.64 78.0937 27.3134 9.53924 71.5458 1670.71
internal_count=24928 10398 6857 4218 3967 3541 14530
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=3 3 7 12 3 0 11
split_gain=3.9808 6.7455 7.81836 4.0163 5.223 5.65655 3.51226
threshold=116.50000000000001 213.50000000000003 0.00060820579528808605 22.500000000000004 55.500000000000007 6.5000000000000009 0.0025243759155273442
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00077996695905432477 0.081913879858951849 -0.47105004327721434 0.10155832888719318 0.10208296720914928 0.091078653058565107 -0.31304267173082545 -0.014421066353050264
leaf_weight=1635.7769290274446 10.517340286460236 0.49540410767076615 0.45919798892282415 0.60696509527042397 8.6844144793576543 0.71405040752142668 167.56915198764182
leaf_count=12698 6622 21 206 42 700 23 4708
internal_value=0 0.0588101 -0.195666 -0.000281973 0.062899 -0.122326 -0.000632532
internal_weight=0 11.4719 0.954602 1813.35 10.0054 1.32102 1803.35
internal_count=25020 6849 227 18171 765 65 17406
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=1 3 5 5 4 4 4
split_gain=5.99108 12.2148 15.2279 8.08135 13.6096 32.8393 7.4927
threshold=22353.500000000004 69.500000000000014 0.0001470446586608887 0.0006110668182373048 51.703125000000007 73.406250000000014 35.703125000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -2
right_child=6 -3 3 4 5 -7 -8
leaf_value=0.010066637779054709 -0.0039281529229337744 0.05063173586428326 -0.066963818715350773 0.11004009168308787 -1.8926459796587485 -0.27929642576806313 0.055090713122524573
leaf_weight=158.40103520639241 1561.4913345484383 65.567730012407992 16.857481363695118 0.49342724913731106 0.150043606874533 0.784070432651788 21.810894721304066
leaf_count=957 15855 1119 149 17 14 156 6701
internal_value=0 0.0137711 9.21317e-05 -0.0863141 -0.314739 -0.53908 -0.00311512
internal_weight=0 242.254 176.686 18.285 1.42754 0.934114 1583.3
internal_count=24968 2412 1293 336 187 170 22556
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=2 5 4 8 5 5 7
split_gain=6.98489 6.60054 5.08161 12.7765 10.068 9.74878 9.99142
threshold=2404.5000000000005 0.0001470446586608887 9.2500000000000018 0.21331787109375003 6.9946050643920912e-05 0.00023728609085083011 0.0028562545776367192
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6
right_child=2 -3 3 -5 5 -7 -8
leaf_value=0.023927439942841199 -0.003576265569139861 -0.044931829544651088 0.038827248991194663 0.081875348575978002 -0.0082630654081705234 0.031227738785918131 -0.092071851006860495
leaf_weight=176.17764543934027 1469.8421143277374 15.114401173428631 50.990486743394285 24.310753340178053 38.169074351579184 28.674273225224169 22.675449070520699
leaf_count=1623 13335 811 433 2309 461 5576 466
internal_value=0 0.0184866 -0.00170921 0.0149409 0.00335972 -0.0168428 -0.0394972
internal_weight=0 191.292 1634.66 164.82 140.509 89.5188 60.8445
internal_count=25014 2434 22580 9245 6936 6503 927
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=11 0 2 7 13 2 2
split_gain=6.04625 8.15177 14.4938 7.28552 6.44632 6.30631 6.111
threshold=0.0011591911315917971 3.5000000000000004 4041.5000000000005 0.0086936950683593767 26.385476414505863 3737.5000000000005 12652.500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.063139984256795498 -0.0082306309391953474 0.010261548963985703 0.0088552073525335444 0.0040562183399429829 0.058321852670355334 -0.012062876484580147 -0.055968047901332821
leaf_weight=54.827854312025011 611.47333619937854 211.38160521799 477.82066124101402 103.32299495588813 27.775287884171121 315.24751989757351 28.04569272705703
leaf_count=508 10237 2408 3917 3136 417 3659 735
internal_value=0 0.00572028 0.014443 -0.00592183 0.0155534 -0.00310215 -0.0103242
internal_weight=0 1059.28 532.649 770.617 131.098 526.629 639.519
internal_count=25017 10492 4425 14525 3553 6067 10972
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=9 3 3 3 2 12 5
split_gain=6.04668 6.23698 5.56843 4.9053 9.6855 5.77393 5.26777
threshold=6.4224004745483412e-05 8.5000000000000018 125.50000000000001 31.500000000000004 2163.5000000000005 22.500000000000004 1.4901161193847659e-07
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.022701534361058578 -0.098076071901249354 0.13631110767163351 0.087072292596301171 -0.053282765480867647 0.009990223504321126 0.079410691364232816 -0.0027365346045838106
leaf_weight=113.85498383227969 6.6058671195060006 6.2831565423402926 7.1933773994824142 20.90882426535245 178.43581504520262 8.458592060429508 1481.2471259452577
leaf_count=1231 42 51 5044 197 1227 796 16428
internal_value=0 -0.00109895 -0.000722651 -0.00109519 0.0142873 -0.00297617 -0.00344011
internal_weight=0 1709.13 1702.53 1695.33 184.719 1510.61 1502.16
internal_count=25016 23785 23743 18699 1278 17421 16625
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=1 3 5 9 10 13 11
split_gain=5.60393 6.46425 12.0904 5.86706 5.53284 6.12465 5.24796
threshold=174126.00000000003 72.500000000000014 1.1891126632690431e-05 0.00025093555450439459 1.5000000000000002 34.162129100940696 0.0003970861434936524
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.026215900090108241 -0.011441496398145219 0.009543751467892117 -0.22978365972732015 -0.092611921807206302 0.041509341314194294 -0.13184995819538955 -6.9152054809765428e-05
leaf_weight=79.606173415493686 6.0533034950494748 25.931816754120518 4.3645273710717447 7.1779414937336687 49.463875569439551 2.1251310393636222 1657.2373652873794
leaf_count=704 40 481 37 201 2814 34 20704
internal_value=0 -0.0342206 -0.102921 -0.0126034 0.0020942 0.0343671 0.00113559
internal_weight=0 43.5276 10.4178 33.1098 1788.43 51.589 1736.84
internal_count=25015 759 77 682 24256 2848 21408
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=8
num_cat=0
split_feature=5 11 12 0 7 4 0
split_gain=7.27371 4.8216 4.09544 4.30413 4.47712 3.67285 5.67107
threshold=1.4901161193847659e-07 0.012813568115234377 22.500000000000004 13.500000000000002 0.0022516250610351567 43.203125000000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.047987125061659038 -0.00075966219180032576 -0.13992692403413143 0.093117976488928292 -0.24251981342942899 0.10704745193323489 -0.025001400809125801 0.08582018826180382
leaf_weight=32.319180393009447 1762.9176789584453 2.4631118415854862 8.2316737547589565 0.84734895115252473 0.64496967574814335 7.5337779175752102 11.928173054897341
leaf_count=313 16159 102 1520 31 31 650 6140
internal_value=0 -0.000121778 7.03995e-05 0.0647904 -0.0914469 -0.000282699 0.0429209
internal_weight=0 1794.57 1792.1 9.72399 1.49232 1782.38 19.462
internal_count=24946 24633 24531 1582 62 22949 6790
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=8
num_cat=0
split_feature=4 1 12 6 5 1 8
split_gain=4.96918 12.4595 21.8974 13.0221 12.5756 10.7386 10.5685
threshold=2.6162109375000004 46152.500000000007 1.5000000000000002 0.0042324066162109384 3.7521123886108405e-05 57157.500000000007 0.038894653320312507
decision_type=2 2 2 2 2 2 2
left_child=5 3 6 -2 -4 -1 -3
right_child=1 2 4 -5 -6 -7 -8
leaf_value=0.0024254799205629665 0.044299276059729588 -0.039252260468910546 0.013521289376829469 -0.011583755128078051 -0.12961405386774702 -0.017452624007342835 0.043897922216557334
leaf_weight=808.08660155080725 47.919923816283699 16.705119885686145 11.465062603267144 321.15596757869207 13.210359937824249 409.48034020641353 179.85925212918664
leaf_count=6779 333 285 438 5437 542 4623 6503
internal_value=0 0.00692019 0.0256846 -0.00432799 -0.063109 -0.00425973 0.0368313
internal_weight=0 590.316 221.24 369.076 24.6754 1217.57 196.564
internal_count=24940 13538 7768 5770 980 11402 6788
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=8
num_cat=0
split_feature=3 2 9 0 2 8 7
split_gain=4.27876 4.34216 10.5612 9.62061 5.13492 4.78079 4.63309
threshold=8.5000000000000018 2543.5000000000005 0.00019699335098266604 3.5000000000000004 2076.5000000000005 0.22698974609375003 0.0009105205535888673
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6
right_child=1 -3 -4 5 6 -7 -8
leaf_value=-0.076145263738247315 0.25090216081303901 -0.0033133630997693175 -0.0050018715332416511 0.011150632147636548 0.04500784365543823 0.092097766896781119 0.14895447803035433
leaf_weight=7.6800574492663136 1.9715273446636299 1556.8764636279448 156.71058398034074 64.584545109653845 12.281766816391611 8.2251378222717886 6.5882640151539809
leaf_count=48 18 21697 2209 756 126 90 62
internal_value=0 -0.00134773 0.0108756 0.0374439 0.0973498 0.0202955 0.0813021
internal_weight=0 1807.24 250.362 93.6512 20.8416 72.8097 18.87
internal_count=25006 24958 3261 1052 206 846 188
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=8
num_cat=0
split_feature=1 11 13 4 11 13 4
split_gain=4.61236 5.50503 6.73026 6.71904 4.42731 7.12195 6.98246
threshold=11608.500000000002 0.0033979415893554692 41.680551656811232 0.83520507812500011 0.0025243759155273442 7.6334239522025751 40.515625000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.023590521186642829 0.0002285279295214605 0.077660568347084666 0.11924184628243553 -0.046986245786285546 -0.075764317191134189 -0.0063239161477334181 0.10214811575690382
leaf_weight=24.599087605776731 1625.3406089022974 6.0048318952322033 10.494294996082315 15.452383231327984 27.634390091290701 104.75697288047377 2.3969846834079354
leaf_count=209 16980 46 102 215 313 5059 2025
internal_value=0 0.0277983 0.0521951 -0.0121027 -0.00121575 -0.0186315 -0.0615628
internal_weight=0 56.5506 35.0934 21.4572 1760.13 134.788 30.0314
internal_count=24949 572 311 261 24377 7397 2338
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=11 4 1 1 5 12 4
split_gain=4.86125 7.62636 12.7172 6.59606 6.89392 9.32409 19.0174
threshold=0.0015883445739746096 13.085937500000002 37678.500000000007 38188.500000000007 1.1533498764038088e-05 6.5000000000000009 2.4638671875000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.012288694611477954 -0.0091349744201936218 -0.040575242790173702 0.092448970048598755 -0.017540468048215175 0.0042672498851803109 0.073291090511731341 -0.1983933015426986
leaf_weight=402.06609024765203 456.9111227597823 10.534824667760402 22.611026331447647 357.51591448066756 535.44016501458827 23.735276016319407 2.889814111927989
leaf_count=2719 11516 114 842 2368 5543 1727 130
internal_value=0 0.00279296 0.0501694 0.00160477 -0.00306653 -0.0132888 0.0438007
internal_weight=0 1354.79 33.1459 1321.65 919.581 384.141 26.6251
internal_count=24959 13443 956 12487 9768 4225 1857
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=0
split_feature=6 3 1 1 5 9 5
split_gain=4.57949 6.98928 8.15586 6.51676 9.33575 5.97661 5.35441
threshold=0.0050029754638671884 54.500000000000007 22353.500000000004 16692.500000000004 8.6873769760131849e-05 5.9694051742553718e-05 3.5554170608520515e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 3 6 4 -2 -4 -3
right_child=1 2 5 -5 -6 -7 -8
leaf_value=-0.0078920855601766864 0.010320227138424072 -0.0039732841525175521 0.036416280244595763 0.020564766858469544 -0.076970149183179876 -0.0046616723308302412 0.068205960862202639
leaf_weight=467.1923178845027 41.147735003381968 16.439141634677071 36.91450453386642 324.39071790524758 17.447045697481371 874.12533968182106 27.419038399442798
leaf_count=4240 228 150 451 2723 202 16231 784
internal_value=0 0.00360795 -0.000969457 0.0150208 -0.0156714 -0.00299721 0.0411515
internal_weight=0 1337.88 954.898 382.985 58.5948 911.04 43.8582
internal_count=25009 20769 17616 3153 430 16682 934
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=8
num_cat=0
split_feature=7 12 11 6 4 7 2
split_gain=4.26925 10.9871 6.52921 4.69226 5.48324 4.15455 3.81451
threshold=7.4893236160278334e-05 1.0000000180025095e-35 0.0011229515075683596 0.0018925666809082033 0.11383056640625001 8.8989734649658217e-05 18677.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 -3
right_child=5 6 3 -5 -6 -7 -8
leaf_value=-0.0061612419536232451 0.043194533649668403 0.1143642065072774 0.14122414554676643 -0.064602640229121044 -0.040634138883926613 0.00086957051163399706 -0.19127676460629361
leaf_weight=81.940883670584299 23.521216111883405 7.4875684712023931 2.5259944200515738 42.882769867079332 4.8229003921151161 1653.3610989663575 0.43155461747664947
leaf_count=489 234 430 22 422 52 23335 18
internal_value=0 -0.0167083 -0.0235633 -0.0519503 0.0218782 0.00146326 0.0976997
internal_weight=0 140.092 132.173 50.2317 7.34889 1676.88 7.91912
internal_count=25002 1433 985 496 74 23569 448
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=0
split_feature=11 2 12 6 4 11 7
split_gain=3.94465 3.81455 9.6065 7.1514 11.6039 5.39965 5.88694
threshold=0.012813568115234377 11733.500000000002 1.0000000180025095e-35 0.0096931457519531267 0.30017089843750006 0.0010647773742675783 0.056182861328125007
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0085011763708134538 -0.13382632055347701 -0.015462272394903371 -0.10348910460859791 0.25275181810554243 0.017810251818834583 -0.0027124562304901255 0.16463492463770732
leaf_weight=760.13734813836345 2.1658407320937831 174.00491913617589 10.674525361864651 2.2125344667583695 42.048700496161473 814.34349215355178 2.4222202785313121
leaf_count=7987 97 1199 454 15 1004 14193 19
internal_value=0 0.00119889 -0.0108632 -0.00633304 0.0295566 0.00295011 0.00899721
internal_weight=0 1805.84 228.941 218.266 44.2612 1576.9 762.56
internal_count=24968 24871 2672 2218 1019 22199 8006
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=8
num_cat=0
split_feature=11 4 1 6 11 6 1
split_gain=4.37448 4.85003 9.16363 8.89156 6.6678 10.0274 6.75191
threshold=0.0003970861434936524 2.0556640625000004 38188.500000000007 0.0014452934265136721 0.00072455406188964855 0.0052356719970703134 16143.500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.022637717975514518 0.034394214622567108 0.078855789465883286 -0.012082986385345688 0.004564566682657911 0.021801679424189299 0.017225068554336261 -0.030213781784509855
leaf_weight=89.01585410075495 74.411781884438824 16.501327482168563 620.19559357961407 679.22994540611398 32.211451802751981 174.47615126147866 110.77547232923098
leaf_count=1095 455 131 6564 14412 256 1176 906
internal_value=0 -0.000100787 -0.00451923 0.00632665 0.00745144 0.00113615 -0.0184959
internal_weight=0 1707.8 1012.07 695.731 391.875 317.463 142.987
internal_count=24995 23900 9357 14543 2793 2338 1162
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=8
num_cat=0
split_feature=1 12 3 3 6 3 3
split_gain=3.71019 7.39853 41.258 8.42727 20.0964 6.78111 6.8144
threshold=72646.500000000015 3.5000000000000004 17.500000000000004 51.500000000000007 0.022209167480468753 104.50000000000001 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7
right_child=5 2 3 -5 -6 6 -8
leaf_value=0.0022994285485173588 -0.0098037984654541447 -1.0330229494122349 0.018669484844399731 0.080964351916902974 -0.50988965246430007 0.089312890596340871 -0.20665411268944461
leaf_weight=1381.2906455523553 379.33785322646145 0.35014115739613672 6.9780540117062619 30.037360971575254 0.80164566496387113 10.741183834004911 0.83832140851154768
leaf_count=15205 3414 8 266 2863 11 3128 96
internal_value=0 0.00349953 0.0469312 0.0569402 -0.0358156 -0.00750264 0.0678796
internal_weight=0 1419.46 38.1672 37.8171 7.7797 390.917 11.5795
internal_count=24991 18353 3148 3140 277 6638 3224
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=8
num_cat=0
split_feature=7 12 5 4 12 12 5
split_gain=3.93257 16.9742 20.7388 10.2708 10.1046 6.23628 20.8663
threshold=0.0019106864929199221 1.5000000000000002 8.0615282058715834e-05 1.9062500000000002 2.5000000000000004 1.5000000000000002 3.7521123886108405e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 -7
right_child=5 2 3 4 -6 6 -8
leaf_value=-0.0057129555615065891 0.0095886757958330866 0.076628699924917151 -0.5357670756307501 -0.42903036695888813 -0.0033360333595617592 0.010635929194498095 -0.10262275506974179
leaf_weight=963.10084904897667 709.54742927019106 42.462850754644023 0.62087180436355938 0.70615333544265046 2.6456024775689002 61.601380698295543 22.103247228063992
leaf_count=8009 11035 3235 33 17 183 1821 591
internal_value=0 -0.00286571 0.0561874 -0.162293 -0.09306 0.00654329 -0.0192717
internal_weight=0 1009.54 46.4355 3.97263 3.35176 793.252 83.7046
internal_count=24924 11477 3468 233 200 13447 2412
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=8
num_cat=0
split_feature=6 2 11 9 7 0 6
split_gain=4.05488 5.4969 4.41041 3.72726 4.93517 5.8823 5.56271
threshold=0.00062751770019531261 7333.5000000000009 0.0026273727416992192 0.00045907497406005865 0.010128021240234377 3.5000000000000004 0.022727966308593753
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7
right_child=3 -3 -4 -5 5 6 -8
leaf_value=0.030971214902492723 0.0009238485542327579 -0.073157662570424775 -0.090430807579611638 -0.012512085298282932 0.043162544914165185 -0.0024383406278688882 0.096365944644485613
leaf_weight=14.328427993052175 1435.4029773446164 17.338229417277034 3.7820049826987079 177.22910427061288 63.234262860438321 89.527577090600971 6.0851159761077716
leaf_count=117 14707 189 37 8318 592 779 247
internal_value=0 -0.0329124 0.00561726 0.00124534 0.00277472 0.0194999 0.00385019
internal_weight=0 35.4487 18.1104 1771.48 1594.25 158.847 95.6127
internal_count=24986 343 154 24643 16325 1618 1026
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=8
num_cat=0
split_feature=6 11 12 12 6 11 8
split_gain=4.34026 4.29935 3.96703 3.90492 8.39303 5.2878 3.87127
threshold=0.039596557617187507 0.012813568115234377 20.500000000000004 19.500000000000004 0.0071010589599609384 0.00054192543029785167 0.018196105957031253
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2
right_child=6 -3 -4 4 -6 -7 -8
leaf_value=-0.00031533261071696862 -0.12497175056405017 -0.14743143325937413 0.052861852094035447 -0.11936861457870025 0.020953438327628544 -0.51057514990333308 0.056960905597177175
leaf_weight=1770.2112521817908 1.2446300207229821 1.9826184939593066 14.029348576412302 0.76523851248202779 2.0775657247868367 0.63007163279689848 19.312964265300252
leaf_count=15661 107 24 1868 25 103 21 7285
internal_value=0 -0.000267453 -0.000104212 -0.000523172 -0.106452 -0.296113 0.0459438
internal_weight=0 1789.7 1787.71 1773.68 3.47288 1.39531 20.5576
internal_count=25094 17702 17678 15810 149 46 7392
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=8
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split_feature=1 4 5 4 8 1 8
split_gain=3.01794 12.401 12.1817 6.4688 7.22842 6.83865 6.9814
threshold=71035.500000000015 12.472656250000002 0.00018805265426635745 4.8730468750000009 0.067779541015625014 148204.50000000003 0.43933105468750006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0031800893312468881 -0.012299731392300069 0.0894203691221927 -0.16094789385220187 -0.11661356506810494 0.08465354110292686 -0.040315825434132188 -0.077003709816872448
leaf_weight=1406.6680298068604 337.15901257944643 12.972319156513548 5.272135494509711 3.0463345107564228 24.559535510605205 7.5561450404347843 2.9972209096886209
leaf_count=18043 3720 2627 106 30 270 109 16
internal_value=0 -0.00672632 -0.0100035 -0.00788305 0.0311405 0.0439606 0.0670699
internal_weight=0 393.563 380.59 375.318 38.1592 35.1129 27.5568
internal_count=24921 6878 4251 4145 425 395 286
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=9 7 4 2 2 9 0
split_gain=4.1027 6.54813 6.30478 6.76741 6.26798 9.86897 16.4575
threshold=0.00045907497406005865 0.010128021240234377 3.2294921875000004 3617.5000000000005 2959.5000000000005 0.00023239850997924807 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 -1
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.054696316008168169 -0.037012662086432606 0.020944752484263543 -0.0261912192752599 0.024916645939009604 -0.0035019772566311372 -0.012651281642117455 -0.0036390268286221449
leaf_weight=98.391203819424845 71.730449054855853 162.19369507814554 47.821262422046857 56.541780272797041 1172.619592690673 100.12068151617132 95.109645290140179
leaf_count=857 593 1639 2379 5373 11896 1045 1220
internal_value=0 0.0018788 -0.0141891 0.00149793 -0.000230251 0.0128358 0.0260233
internal_weight=0 1628.43 176.093 104.363 1466.24 293.622 193.501
internal_count=25002 16657 8345 7752 15018 3122 2077
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=8
num_cat=0
split_feature=11 3 13 11 3 13 1
split_gain=4.971 6.32196 6.78143 5.48415 4.3185 3.81954 4.73802
threshold=0.0003970861434936524 102.50000000000001 41.680551656811232 0.00028228759765625005 125.50000000000001 37.456268382774219 13600.000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7
right_child=4 2 -4 -5 -6 6 -8
leaf_value=-0.030011635729622305 -0.00059543873472183567 -0.070065456414022786 -0.5806805660491523 0.037881020951568839 0.083830431574880321 0.014069872035647555 -0.025250777685170835
leaf_weight=14.161706493701784 1530.1236774216086 2.9836750278191171 0.28459658985957492 74.41279258299619 5.855853031105652 39.744333076261682 133.84193896774377
leaf_count=159 17336 370 8 560 5076 359 1076
internal_value=0 0.0219859 -0.11459 0.0270259 -0.00189556 -0.00219023 -0.0162479
internal_weight=0 91.8428 3.26827 88.5745 1709.57 1703.71 173.586
internal_count=24944 1097 378 719 23847 18771 1435
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=4 5 1 2 2 6 6
split_gain=3.71326 5.38404 4.56528 22.224 5.82031 7.54549 4.75353
threshold=33.078125000000007 0.00017398595809936526 37181.500000000007 12855.500000000002 2424.5000000000005 0.026573181152343753 0.051284790039062507
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0011864498351561823 0.10099058829023361 -0.52232403776116876 0.063547094388133926 -0.87849169008976036 0.021656253857728132 0.10359935325480639 -0.29397612157094793
leaf_weight=1777.5859074030086 8.6915124096412928 0.46808616589987728 7.7664254416522445 0.30477318841440215 8.4872137525453564 0.76668215420795582 0.49432063573476626
leaf_count=17399 280 6 5371 23 1745 57 115
internal_value=0 0.036193 0.00539493 -0.037532 -0.0124138 -0.179618 -0.0522886
internal_weight=0 26.979 18.2875 10.5211 10.2163 1.72909 1.261
internal_count=24996 7597 7317 1946 1923 178 172
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=0
split_feature=4 11 4 5 7 5 13
split_gain=3.73502 4.08035 5.80765 6.06627 4.76372 8.43892 7.54067
threshold=77.593750000000014 0.0016417503356933596 0.46228027343750006 8.6873769760131849e-05 0.00084519386291503917 0.0004829168319702149 24.49041732241724
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0026130803850832789 0.073485305037813836 -0.045434583938948142 -0.016004705033772819 0.043601108028170389 0.0047353335551317891 -0.30743072289548146 0.033877424796748185
leaf_weight=1371.109293522044 6.9401529539063622 62.918983548297547 105.98628258542158 8.7115266222972405 234.15700165087765 1.8791034546302392 0.98725172903505143
leaf_count=13777 5158 578 963 52 4252 180 33
internal_value=0 -1.55995e-05 -0.00870798 -0.0346061 -0.00329966 -0.020584 -0.189884
internal_weight=0 1785.75 414.64 71.6305 343.01 108.853 2.86636
internal_count=24993 19835 6058 630 5428 1176 213
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=2 6 2 6 6 6 13
split_gain=4.93724 4.99485 3.98828 4.51611 3.67208 5.85524 3.23837
threshold=2029.5000000000002 0.0035028457641601567 2048.5000000000005 0.0081977844238281267 0.0057353973388671884 0.0073146820068359384 1.4697656793789979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7
right_child=2 4 -4 -5 5 6 -8
leaf_value=0.23519323795841041 -0.15907069180740424 -0.12407211789093803 -0.0017907596812275321 -0.01018750723774868 0.26258295787278396 0.15693423085753244 0.010919550062573878
leaf_weight=1.3760849771206292 3.4309425235842337 1.3054848456522439 1774.441620161113 5.0155779287597397 1.1982828155159939 1.7652357676488453 10.872676010854773
leaf_count=12 27 16 24631 84 6 30 147
internal_value=0 0.0528072 -0.00211709 -0.070668 0.0362263 0.0513541 0.0313188
internal_weight=0 16.5178 1782.89 8.44652 15.1417 13.8362 12.6379
internal_count=24953 211 24742 111 199 183 177
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=8
num_cat=0
split_feature=6 11 3 1 3 1 11
split_gain=3.18958 3.48947 8.88296 5.37966 8.8685 11.9428 4.76169
threshold=0.062591552734375014 0.0025243759155273442 101.50000000000001 14246.500000000002 41.500000000000007 6778.5000000000009 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00071601670002790195 0.1004104534569033 -0.044770467224010867 -0.11048752891970155 -0.034492600793749273 -0.066162316318209943 0.083745346600126683 0.085778255069565712
leaf_weight=1632.2121945157996 3.1267532348065279 19.579303782666102 1.3839278501545766 101.89308492682176 7.2600971045903888 19.827620121650398 11.553174364278673
leaf_count=16704 5056 150 34 1369 58 133 1457
internal_value=0 -0.000671369 -0.0146933 -0.0216143 0.00650417 0.0435663 0.0647802
internal_weight=0 1793.71 161.497 148.56 46.667 27.0877 12.9371
internal_count=24961 19905 3201 1710 341 191 1491
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=8
num_cat=0
split_feature=1 4 12 13 4 12 8
split_gain=4.45382 12.2678 5.09215 10.4195 4.90619 7.74765 7.7782
threshold=71035.500000000015 14.292968750000002 13.500000000000002 34.921114264303398 1.3852539062500002 1.5000000000000002 0.12307739257812501
decision_type=2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.0015355772496553391 -0.023905508050224802 0.10811735336848488 0.093548644435130238 -0.48567117505369461 0.0078731699171917576 0.069612402661363704 -0.06479329151792089
leaf_weight=1396.5624965503412 192.76582435480668 8.6032694701571 9.3562823920365155 0.32087531965226013 159.43382326513529 5.06000103833503 28.872241783712525
leaf_count=16647 2272 2601 1398 11 1211 329 553
internal_value=0 -0.0099844 0.00203651 0.074325 -0.0126159 -0.00136128 -0.04475
internal_weight=0 394.735 1406.24 9.67716 386.132 193.366 33.9322
internal_count=25022 6966 18056 1409 4365 2093 882
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=0
split_feature=4 1 13 13 7 12 4
split_gain=3.03191 6.85356 4.72109 7.67607 2.61478 10.5454 8.00058
threshold=53.234375000000007 23262.000000000004 18.461921947288101 17.957085262679673 0.0019106864929199221 1.0000000180025095e-35 19.929687500000004
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0069995085893065538 -0.093985743689750281 0.10296006296230065 0.031299078117759095 -0.69458001501397859 0.0047451110127426322 0.034118122604520074 0.063790506410481868
leaf_weight=920.59501727644238 1.4481030494862341 8.282189534063944 2.6511601136226091 0.24914128331874952 785.72729348250868 71.3174285433779 16.246711864681856
leaf_count=5927 152 5661 490 14 8573 3637 602
internal_value=0 0.0495863 -0.052071 -0.18228 0.000420479 -0.00295 -0.00577184
internal_weight=0 12.6306 4.3484 1.69724 1793.89 1008.16 936.842
internal_count=25056 6317 656 166 18739 10166 6529
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=8
num_cat=0
split_feature=9 13 11 1 13 1 13
split_gain=3.83664 3.4451 8.30552 8.92039 6.9675 4.54371 4.43413
threshold=0.00046861171722412115 18.645449558500026 0.0014376640319824221 41898.500000000007 27.114767360176966 33129.500000000007 43.960847658686447
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=0.00071285806933071892 -0.028229237936173619 -0.10458876294782281 0.055146863989111297 0.19241895378769877 -0.019962014264916412 0.0044988966450891016 -0.090769266660894618
leaf_weight=1630.6963767403831 91.594988231820025 9.9518816499039549 19.229587113535672 3.9217903431017467 34.52478076845 6.1947231380036092 0.64340824472310476
leaf_count=16805 6068 77 723 544 673 54 29
internal_value=0 -0.0152422 0.000732081 0.0183048 0.00690684 -0.0627373 0.152502
internal_weight=0 166.061 74.4662 58.3196 53.7544 16.1466 4.5652
internal_count=24973 8168 2100 1969 1396 131 573
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=8
num_cat=0
split_feature=11 10 3 7 8 3 3
split_gain=3.93784 5.27416 4.37695 7.38259 4.52516 17.9256 4.34632
threshold=0.00038588047027587896 3.5000000000000004 102.50000000000001 1.5169382095336916e-05 0.19610595703125003 111.50000000000001 99.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.020685099431361122 -0.0014532453980646424 0.11332833651810757 -0.96129877022376187 -0.021135093646630729 -1.2666038684545649 0.10334652030271228 0.12730857292575534
leaf_weight=74.649733321275562 1709.841873009198 4.012248422997799 0.093611905409488272 3.0862205053563234 0.14559960784390558 0.27619574381969869 4.0291483383625737
leaf_count=608 23375 662 16 288 11 37 35
internal_value=0 -0.00118451 0.0212111 -0.0865828 -0.0631429 -0.370216 0.0261459
internal_weight=0 1713.85 82.2805 3.60163 3.50802 0.421795 78.6789
internal_count=25032 24037 995 352 336 48 643
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=8
num_cat=0
split_feature=2 5 4 7 11 1 4
split_gain=3.6311 8.71242 6.8918 7.29928 6.24318 5.77221 5.68891
threshold=11044.500000000002 8.6873769760131849e-05 12.472656250000002 0.00074219703674316417 0.0004771947860717774 76898.500000000015 13.675781250000002
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.002210144883895497 0.021768314036567243 0.029179722874885974 -0.019722395062542641 0.18655870218132486 -0.029693225418863885 -0.053740398407423763 0.080612364686254767
leaf_weight=1533.0072304367823 59.145253136171959 6.429615036176985 7.7911140000942387 5.4409327863686485 161.80559172702488 12.214317299163666 4.8143305304110973
leaf_count=21899 507 45 910 56 1393 133 50
internal_value=0 -0.0106204 0.0533556 0.101319 -0.0159061 0.00884353 -0.0265059
internal_weight=0 257.641 19.6617 11.8705 237.979 71.3596 166.62
internal_count=24993 3094 1011 101 2083 640 1443
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=3 1 3 13 3 3 11
split_gain=6.11208 5.73978 7.64469 5.98114 5.86376 5.44265 5.27555
threshold=31.500000000000004 14246.500000000002 106.50000000000001 38.318150144000796 41.500000000000007 111.50000000000001 0.0015883445739746096
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -4 -3
right_child=1 3 5 -5 -6 -7 -8
leaf_value=0.015168442149670386 -0.041551617736186951 0.00053916987311659068 -0.24602201240931848 -0.02623911002531672 0.052722956945975022 0.10192307697602312 -0.0143171628999664
leaf_weight=200.40284933574731 7.8476151144132009 1103.5504718250668 1.6371627681073726 116.67413062534615 41.410713894234505 0.61943434020213306 305.11175477524739
leaf_count=1366 50 11895 46 994 339 167 10074
internal_value=0 -0.00337207 0.0294576 -0.00448083 0.0377033 -0.150508 -0.00267866
internal_weight=0 1576.85 51.5149 1525.34 49.2583 2.2566 1408.66
internal_count=24931 23565 602 22963 389 213 21969
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=8
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split_feature=9 2 11 2 12 4 3
split_gain=4.44406 5.69628 8.95461 3.61202 5.76164 7.99582 5.07187
threshold=0.0008761882781982423 4152.5000000000009 0.0030393600463867192 2404.5000000000005 1.0000000180025095e-35 9.7187500000000018 53.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.029238768525964548 -0.081901193268335226 -0.071164506177503126 0.12092761810284434 -0.0028535629237588407 0.064896193374608127 -0.13330902338998649 -0.0093231388480228532
leaf_weight=51.952214913442731 15.267706798858855 5.3595747884937719 4.4341796425760549 1573.451678578047 29.128148484247507 2.1878710564196799 99.29796718245052
leaf_count=320 1506 84 2499 18803 677 54 1026
internal_value=0 -0.043718 0.0158071 -0.00130868 0.0120059 0.0510472 0.00392232
internal_weight=0 25.0615 9.79375 1756.02 182.566 31.316 151.25
internal_count=24969 4089 2583 20880 2077 731 1346
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=0
split_feature=0 4 13 11 0 11 11
split_gain=3.58314 6.79247 5.68454 7.94208 10.7959 6.02859 5.51489
threshold=4.5000000000000009 2.6162109375000004 9.951276782498832 0.0025243759155273442 2.5000000000000004 0.0076732635498046884 0.00061154365539550792
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -4
right_child=1 -3 6 5 -6 -7 -8
leaf_value=0.1121705305406878 -0.014707619668159075 0.011548089786930796 0.014588823532420348 -0.035022007560074897 0.017276596659277669 0.1880382067672548 -0.003833978171089888
leaf_weight=12.624145949375814 331.93899752743891 140.12785236422496 202.02920998293848 35.891637882123177 238.15932978782075 1.2536035701959907 830.24232960502559
leaf_count=95 3779 4219 1956 1475 2666 254 10566
internal_value=0 -0.00691389 0.00323717 0.0156618 0.0220536 -0.0274921 -0.000228384
internal_weight=0 472.067 1320.2 287.929 250.783 37.1452 1032.27
internal_count=25010 7998 17012 4490 2761 1729 12522
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
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split_feature=4 11 5 10 8 0 4
split_gain=4.11697 3.92999 5.58792 4.47637 4.35663 3.94701 4.23963
threshold=77.593750000000014 0.00079751014709472667 0.00010994076728820802 1.0000000180025095e-35 0.0046310424804687509 12.500000000000002 1.8022460937500002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -5
right_child=-2 4 -4 5 -6 -7 -8
leaf_value=0.0081230463563902941 0.084690764324400925 -0.049883697211699635 0.088541251929968756 -0.027219660434933814 -0.0028970529609003521 -0.10322187432849923 0.031805403893196652
leaf_weight=541.79883295224863 5.7221450048491524 20.082735286385287 8.1256401734717638 47.59936701375409 1133.3386357193631 5.138643252226756 16.348182681467733
leaf_count=3851 5137 196 126 1772 13188 95 568
internal_value=0 -0.000265595 0.00616211 0.00506629 -0.00371518 -0.0189058 -0.0121297
internal_weight=0 1772.43 619.011 610.885 1153.42 69.0862 63.9475
internal_count=24933 19796 6412 6286 13384 2435 2340
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=12 9 12 10 8 9 13
split_gain=2.71015 2.87806 6.49305 7.9498 5.14524 5.98884 4.9393
threshold=22.500000000000004 0.00011560320854187013 11.500000000000002 1.0000000180025095e-35 0.13311767578125003 9.8675489425659193e-05 22.082087507395574
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0037568996625529935 0.0544962361881451 -0.0026118330429296269 0.093267950330320107 -0.048982559981222362 -0.034480666296134992 0.045933835154322214 -0.0013793839270905906
leaf_weight=295.16435879224446 9.097625510843498 1310.6420622245569 8.4806197305442748 25.770105063042138 26.473370675230399 72.88516883016564 31.64437688383623
leaf_count=1865 1606 19273 854 512 169 484 223
internal_value=0 -0.000222547 0.00657886 0.00495206 0.0082135 0.0110414 0.0316106
internal_weight=0 1771.06 460.418 451.937 426.167 399.694 104.53
internal_count=24986 23380 4107 3253 2741 2572 707
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=8
num_cat=0
split_feature=2 4 11 13 4 6 2
split_gain=3.63309 5.06729 4.38222 5.80455 7.14235 6.47091 7.90273
threshold=2404.5000000000005 9.2500000000000018 0.0015883445739746096 8.3983382621526772 22.523437500000004 0.011577606201171877 2578.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7
right_child=2 -3 3 5 -6 6 -8
leaf_value=0.02072016331768213 0.0024618124260179001 -0.02941886997499122 -0.045338263832970335 -0.016997924639082434 0.072536400794822029 -0.085380837630739281 0.019788775782049073
leaf_weight=161.64847052685218 1239.0726769783796 23.028049040123733 64.427826214203378 161.66662433912279 5.58578367600603 7.6106176008688626 116.67572472335632
leaf_count=1487 12408 913 656 1323 2550 114 5552
internal_value=0 0.0144681 -0.00034761 -0.0101268 -0.0359337 -0.00380817 0.0133485
internal_weight=0 184.677 1595.04 355.967 70.0136 285.953 124.286
internal_count=25003 2400 22603 10195 3206 6989 5666
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=10 3 5 5 7 7 3
split_gain=3.34027 5.25415 8.95044 7.42384 3.39956 3.33988 2.90991
threshold=1.5000000000000002 56.500000000000007 2.6077032089233402e-05 1.08182430267334e-05 0.0052509307861328134 0.0099678039550781267 66.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 -1
right_child=1 4 -4 -5 5 -7 -8
leaf_value=0.0049040039725917247 -0.031783693962562941 0.018947096485778012 0.11742113129535442 -0.24961285489428522 0.12988264573666519 0.038774876962673406 -0.0033411090314484186
leaf_weight=768.66675376275089 5.5948783627245557 26.841952830938681 2.7428069318993948 2.1716931839473546 6.8722264090265552 9.7080165406168799 965.9344987334789
leaf_count=6028 68 2140 44 22 369 437 15906
internal_value=0 0.0255833 -0.0378605 -0.0927026 0.0409387 0.0765398 0.000312607
internal_weight=0 53.9316 10.5094 7.76657 43.4222 16.5802 1734.6
internal_count=25014 3080 134 90 2946 806 21934
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=0
split_feature=1 3 9 8 1 11 5
split_gain=4.04734 8.23492 7.0874 7.63835 5.19653 8.88335 4.40325
threshold=29223.500000000004 83.500000000000014 0.00021594762802124026 0.29479980468750006 6778.5000000000009 0.0029172897338867192 4.7385692596435555e-06
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -2
right_child=6 4 3 -5 -6 -7 -8
leaf_value=0.018521894682204408 -0.013657304916999164 0.078088385010747274 -0.014484057847011797 0.095276698238400154 0.050389966386661184 -0.11278875005266267 0.00070702651703949805
leaf_weight=153.97732181660831 264.0827270681184 4.4002606663852912 177.30972699332051 6.5749905687407582 62.832077767990995 5.4671619310975075 1112.0203460646917
leaf_count=955 2773 36 1574 85 1475 50 18062
internal_value=0 0.00926379 0.00269419 -0.0105592 0.0397949 -0.0276691 -0.00204958
internal_weight=0 410.562 337.862 183.885 72.6995 9.86742 1376.1
internal_count=25010 4175 2614 1659 1561 86 20835
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=8
num_cat=0
split_feature=4 5 5 4 2 2 3
split_gain=5.39855 2.7659 7.98509 12.921 26.0442 4.55396 4.07201
threshold=43.203125000000007 0.0010161399841308596 0.0012936592102050783 158.56250000000003 3786.0000000000005 4252.5000000000009 40.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.00015968914930484011 0.080862073367163126 -0.29836043799649914 0.100535293798969 -4.0825610907966157 -0.99343958102747831 0.10010637730984105 0.10253982155838688
leaf_weight=1764.0129724277067 12.321125917209427 0.48535737663041734 1.9489529827988006 0.02355035453729204 0.090720540647453163 0.065326803458447102 0.52930962271057069
leaf_count=18038 2442 34 3775 28 7 67 584
internal_value=0 0.0595018 -0.0242267 -0.227802 -1.00873 -0.536441 -0.0892609
internal_weight=0 15.4643 3.14322 1.19426 0.179598 0.156047 1.01467
internal_count=24975 6937 4495 720 102 74 618
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=8
num_cat=0
split_feature=3 5 11 5 6 8 12
split_gain=3.31036 4.27553 4.22295 3.7714 4.01245 3.62601 3.91207
threshold=31.500000000000004 1.4901161193847659e-07 0.00050473213195800792 6.7800283432006849e-05 0.010929107666015627 0.042953491210937507 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0070950916297177194 -0.046036224030449192 0.017726982387183111 -0.0033014261033576225 0.11784769874441797 -0.018220602061653053 0.024028947006511474 -0.082986916551964898
leaf_weight=68.272003158810548 21.678558902582154 155.2706894777948 1360.9899393941996 3.3309907127986653 38.811674544005655 130.34748920283164 3.5075035563204429
leaf_count=422 250 1777 21000 42 470 876 72
internal_value=0 -0.00193238 -0.00131885 0.0123492 0.0105383 0.011659 0.0212245
internal_weight=0 1580.08 1558.4 197.413 194.082 202.127 133.855
internal_count=24909 23539 23289 2289 2247 1370 948
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=8
num_cat=0
split_feature=3 3 9 2 13 2 3
split_gain=6.07641 4.4091 6.46528 9.92373 4.98485 9.55528 6.56199
threshold=125.50000000000001 96.500000000000014 9.3489885330200209e-05 6597.0000000000009 17.957085262679673 2093.5000000000005 104.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0014704098506174812 0.10382652764048111 0.018957711251009247 -0.018171002339891492 -0.044463204940669278 -0.22685481298111757 0.043807926348438019 0.041129817611605904
leaf_weight=1405.192011666295 5.5387822813208905 60.657768880133517 161.71476742553932 90.935694402931404 1.3637120093335422 29.779176335679949 21.093760255484085
leaf_count=12380 5264 1062 1619 1679 12 598 2333
internal_value=0 -0.00107466 -0.0108582 -0.0167901 -0.00502819 0.0319533 -0.0113284
internal_weight=0 1770.74 365.545 304.887 213.951 31.1429 182.809
internal_count=24947 19683 7303 6241 4562 610 3952
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=8
num_cat=0
split_feature=2 9 11 12 11 12 0
split_gain=3.40094 7.59452 8.58916 8.37964 8.20444 7.30529 11.4532
threshold=4877.5000000000009 0.00016409158706665042 0.0013527870178222658 1.0000000180025095e-35 0.0012097358703613283 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7
right_child=5 -3 -4 -5 -6 6 -8
leaf_value=0.0082005054824016588 -0.0018519188665398027 -0.0022650448622983902 0.057053354123119515 0.050211137365169703 -0.059721595005198351 -0.15208089475058437 -0.021392139806396919
leaf_weight=197.08974563040829 813.36844562639453 591.59492814512123 45.841055281009176 43.404073302721372 19.547370896965731 7.6156307513592756 56.115352642933431
leaf_count=1118 9473 9337 408 1788 114 178 2535
internal_value=0 0.00434955 0.0171426 0.0101069 0.00207172 -0.00440655 -0.0370098
internal_weight=0 897.477 305.882 260.041 216.637 877.099 63.731
internal_count=24951 12765 3428 3020 1232 12186 2713
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=0
split_feature=3 3 10 5 8 10 9
split_gain=3.39691 3.25002 2.68596 16.9507 33.0665 2.59489 4.50524
threshold=8.5000000000000018 116.50000000000001 3.5000000000000004 1.6391277313232424e-06 0.068634033203125014 3.5000000000000004 4.848837852478028e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.068172911186407698 -3.9027290425644455e-05 0.086180283466730748 0.099055884566057587 0.010859311117136557 -5.1849431771661454 -0.36456755180386968 0.11247866110813907
leaf_weight=7.2494813022203735 1754.3550798378456 6.8081247689933653 0.031601637019775697 0.77523659634061914 0.018565714650321752 0.20983212813734953 3.4058977002823667
leaf_count=47 17820 6304 27 424 28 5 265
internal_value=0 0.000418124 0.0655253 -0.104799 -1.87945 0.000135397 0.0847592
internal_weight=0 1765.6 7.63353 0.825404 0.0501674 1757.97 3.61573
internal_count=24920 24873 6783 479 55 18090 270
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=8
num_cat=0
split_feature=11 1 4 2 6 7 7
split_gain=3.81372 7.13327 13.0597 8.49688 6.71848 7.26408 5.30973
threshold=0.0011467933654785158 71035.500000000015 6.0957031250000009 2782.5000000000005 0.016197204589843753 0.0049457550048828134 0.0038309097290039067
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 -2
right_child=6 2 -4 -5 5 -7 -8
leaf_value=0.051411341535188337 -0.010543184723069797 -0.020017208456373822 0.074071366577141959 0.0074923097155619222 -0.0057283528964901451 0.068781635990310161 0.0072028863093673012
leaf_weight=47.210298714606324 500.21663314202306 241.8361940873292 18.488000702884165 658.16817891832034 43.05281357394415 18.796561767579988 254.32755857786105
leaf_count=515 7632 2755 397 6012 495 173 6969
internal_value=0 0.00480092 -0.00752752 0.0104318 -0.0124953 0.0169161 -0.00456167
internal_weight=0 1027.55 322.174 705.378 303.686 61.8494 754.544
internal_count=24948 10347 3820 6527 3423 668 14601
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=8
num_cat=0
split_feature=5 13 8 3 8 7 6
split_gain=3.84813 3.81141 3.52042 3.2866 3.90408 3.14676 3.03588
threshold=1.4901161193847659e-07 21.862000507985279 0.0059471130371093759 27.500000000000004 0.45568847656250006 0.0025415420532226567 0.0012869834899902346
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -3 -4
right_child=2 5 3 4 -6 -7 -8
leaf_value=0.0082584498798700511 -0.026231243829837665 -0.045085457040947012 0.078297740722158782 0.000981472881301873 -0.044076957905255926 -0.15464322784745155 0.012911257457527824
leaf_weight=11.833845631044825 46.236950898295618 14.242688070225997 7.5029021464288226 1545.8669895530766 19.471270429068682 3.2129885233007363 132.40812063944759
leaf_count=108 424 168 46 23051 260 35 880
internal_value=0 -0.0355531 0.000995248 0.00173349 0.000420977 -0.0652543 0.0164179
internal_weight=0 29.2895 1751.49 1705.25 1565.34 17.4557 139.911
internal_count=24972 311 24661 24237 23311 203 926
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=8
num_cat=0
split_feature=10 9 11 12 1 9 9
split_gain=4.17554 4.80414 3.15812 3.13987 3.25372 5.29999 5.35292
threshold=3.5000000000000004 4.848837852478028e-05 0.012813568115234377 22.500000000000004 117576.50000000001 0.0003455877304077149 0.00029742717742919927
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00026027811718537188 -0.1074173495970696 0.11244927698530222 -0.13326456501950473 0.064328916936242028 -0.01285717516059183 -0.082396239936549195 0.10208368056934647
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leaf_count=21001 46 705 95 1228 1389 500 92
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internal_weight=0 7.1345 1781.66 1779.86 1772.5 165.038 154.294
internal_count=25056 751 24305 24210 22982 1981 1481
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
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split_feature=4 11 1 4 5 8 12
split_gain=3.40607 2.40703 5.32498 6.81581 4.24867 4.10442 3.88042
threshold=85.281250000000014 0.0011467933654785158 38465.500000000007 13.085937500000002 0.00022023916244506839 0.27770996093750006 6.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -3 -4
right_child=-2 5 3 -5 -6 -7 -8
leaf_value=0.015637440210818979 0.082944681123114927 -0.0057198228058758594 -0.0038867493198772559 0.10459342896748734 0.12645510505808785 0.025071957775553013 0.025857507177619667
leaf_weight=270.88941362130572 5.0196713209315922 706.89216999262135 697.38577013311442 6.0962035547272526 2.5827711981837629 46.11303492416846 46.80361138896842
leaf_count=1861 4829 8967 4681 237 65 866 3522
internal_value=0 0.000457498 0.00361415 -0.000711952 -0.00157166 -0.00383416 -0.00201605
internal_weight=0 1776.76 1023.76 752.868 746.772 753.005 744.189
internal_count=25028 20199 10366 8505 8268 9833 8203
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=13 1 1 0 4 1 1
split_gain=2.54311 4.96629 7.074 3.7322 7.40682 6.93227 12.8195
threshold=38.318150144000796 11608.500000000002 8010.0000000000009 3.5000000000000004 11.816406250000002 39818.000000000007 34852.500000000007
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0045512780586377272 -0.031797065456535573 -0.019488214987627869 0.078434108265887828 -0.0074147381847396989 0.083217416942587635 0.061798381387279194 -0.18699250705769765
leaf_weight=879.77171172213639 10.40072481124662 147.25949553264218 13.222844027899553 690.80803694165661 3.5814128725578476 28.154062860981867 3.4436656640209549
leaf_count=10971 102 1221 169 7640 171 4565 141
internal_value=0 -0.0126601 0.0299028 0.000171807 -0.00513535 0.0396241 -0.0492406
internal_weight=0 170.883 23.6236 1605.76 725.987 35.1791 7.02508
internal_count=24980 1492 271 23488 12517 4877 312
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
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split_feature=3 1 4 3 4 10 3
split_gain=3.77758 3.67714 7.46992 4.49559 3.3171 3.22393 3.83698
threshold=125.50000000000001 174126.00000000003 0.83520507812500011 68.500000000000014 85.281250000000014 1.5000000000000002 41.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00068723644763206805 0.077112918707026995 -0.29469711543141147 -0.0080799005751212068 -0.084598064213902438 0.08464292503721875 -0.055465454272104843 0.036181170086199969
leaf_weight=1673.7686394934171 6.3042810877141156 1.1859241127967814 31.367474250371743 7.2046014374936931 4.6457894124432633 5.1366899376735082 41.262951546581462
leaf_count=14493 5250 9 457 110 3103 57 1496
internal_value=0 -0.000431586 -0.0304987 -0.114306 0.000261483 3.35676e-05 0.0260349
internal_weight=0 1764.57 39.758 8.39053 1724.81 1720.17 46.3996
internal_count=24975 19725 576 119 19149 16046 1553
is_linear=0
shrinkage=0.1


Tree=144
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split_feature=2 7 6 3 9 1 6
split_gain=3.36636 3.90968 4.37754 3.26559 3.16618 6.18457 5.07885
threshold=2029.5000000000002 0.00070738792419433605 0.0067424774169921884 125.50000000000001 0.00011560320854187013 43652.000000000007 0.0047817230224609384
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.038659976189172329 0.019621989043109092 0.20304351492304062 0.045928304017456928 0.074302159690329883 -0.0031602971912089856 -0.029152088781759389 0.0039217723643388781
leaf_weight=4.1923106563044739 202.0356565041584 2.1423713221447533 10.289946334871273 5.8379741272901802 1290.8095126847784 60.182355882250704 203.17376270756358
leaf_count=46 1439 16 152 5175 15337 616 2187
internal_value=0 0.0448479 0.0730083 -0.000362553 -0.000610772 0.00646057 -0.00363631
internal_weight=0 16.6246 12.4323 1762.04 1756.2 465.392 263.356
internal_count=24968 214 168 24754 19579 4242 2803
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=8
num_cat=0
split_feature=1 1 3 13 7 7 8
split_gain=2.72971 3.85265 11.0304 3.76209 4.07933 3.50234 8.40164
threshold=6778.5000000000009 11608.500000000002 43.500000000000007 40.025313307632061 0.0003341436386108399 0.0066890716552734384 0.10263061523437501
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.048398983735487802 -0.011047352166695642 -0.00024438578361160644 0.072220083941744478 0.32969130170449101 0.1157017225249857 0.15788520718334595 -0.17772425354410085
leaf_weight=11.48401112956344 26.965275787631981 1714.8293191892726 7.1683005290979072 1.0618599569133937 5.5293281921549351 2.5747452031282583 1.6550610022604813
leaf_count=109 177 24384 113 27 90 36 11
internal_value=0 0.000513191 0.0294114 0.0900569 0.150193 0.0552779 0.0253304
internal_weight=0 1759.78 44.9546 17.9893 6.59119 11.3981 8.82336
internal_count=24947 24838 454 277 117 160 124
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
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split_feature=4 9 12 9 4 8 1
split_gain=3.83154 4.19499 3.58998 3.11893 10.1044 15.5427 6.7725
threshold=77.593750000000014 0.0006148815155029298 1.5000000000000002 0.00063872337341308605 39.296875000000007 0.16925048828125003 33433.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00040276052501067778 0.085752627189513472 -0.045237330455193417 0.089596024952782932 -0.022296617603186783 -0.41427033038921918 -0.053809202730523566 -1.2251687636250206
leaf_weight=1699.8080187739724 5.0600949079916964 6.5078751012115381 2.6079053299545185 59.225015787118537 0.19078050414100278 0.58383471176784951 0.22492502076784149
leaf_count=18472 5146 70 59 1110 15 50 29
internal_value=0 -0.00138627 -0.0254958 -0.0299941 -0.0907143 -0.386681 -0.853716
internal_weight=0 1769.15 69.3403 66.7324 7.50742 0.99954 0.415706
internal_count=24951 19805 1333 1274 164 94 44
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
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split_feature=2 9 13 5 2 4 4
split_gain=3.00925 6.41517 9.72599 8.03649 6.51235 6.12764 4.95044
threshold=2959.5000000000005 0.00022703409194946292 5.8877817649367845 7.4505805969238292e-07 2597.5000000000005 0.55419921875000011 2.6162109375000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -4 -1
right_child=-2 3 5 -5 -6 -7 -8
leaf_value=0.006191103290105175 -0.0028162172546141303 -0.11684637397599956 0.10084753147671364 -0.0020833255490143514 -0.031353077917130892 0.032600376555258118 0.064470141603224604
leaf_weight=71.016206590706133 1384.5835590462166 6.3088308757869518 17.660408999683568 185.68354930660462 37.818496092972055 51.581845033477293 18.339072195187327
leaf_count=833 19735 48 176 3048 494 366 251
internal_value=0 0.00714422 0.0198503 -0.00585465 0.00343057 0.0500075 0.0181524
internal_weight=0 388.408 196.416 191.992 127.174 69.2423 89.3553
internal_count=24951 5216 2120 3096 1578 542 1084
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=8
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split_feature=8 6 4 1 1 1 1
split_gain=3.0318 7.23946 14.8754 5.61868 5.4141 5.31195 3.84775
threshold=0.24603271484375003 0.017051696777343753 0.70239257812500011 67480.500000000015 77595.500000000015 70105.500000000015 34060.000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -5 -2
right_child=1 2 4 5 -6 -7 -8
leaf_value=-0.00059987690623629884 -0.0006611807511964948 -0.22768202655250525 0.034653620964487548 -0.15448539421855034 0.12837952201498756 -0.0075702288681451183 0.047531289084597528
leaf_weight=1587.5340726819777 29.330723799241241 1.6655150639126102 12.445364294445428 2.533519472621264 12.210396407996994 85.631973901734455 38.070518846943742
leaf_count=21728 199 16 1190 24 705 768 339
internal_value=0 0.0130303 0.0615315 0.00482395 0.0810714 -0.0117926 0.0265596
internal_weight=0 181.888 26.3213 155.567 24.6558 88.1655 67.4012
internal_count=24969 3241 1911 1330 1895 792 538
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=8
num_cat=0
split_feature=4 2 2 8 7 6 7
split_gain=3.14202 2.48877 6.01176 3.82015 4.99856 3.24082 3.20806
threshold=53.234375000000007 20224.000000000004 19394.000000000004 0.11849975585937501 0.0022516250610351567 0.011753082275390627 0.0032911300659179692
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -4
right_child=-2 3 6 -5 -6 -7 -8
leaf_value=-0.0010811571844568447 0.052368328187407366 -0.035708320638751997 0.048653093071275473 0.05888858271362532 -0.13871589818382571 0.090551919892994312 0.19201226521258566
leaf_weight=1719.0651675726585 11.027342989083989 21.337059518671602 6.658000003983032 4.3214747103920663 4.4972735589544746 2.2466444951278381 2.0388725117809372
leaf_count=18274 6303 192 63 52 32 30 20
internal_value=0 -0.00117654 -0.000661586 -0.0286344 -0.0421043 -0.023679 0.082269
internal_weight=0 1760.16 1727.76 32.4025 28.081 23.5837 8.69687
internal_count=24966 18663 18357 306 254 222 83
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=8
num_cat=0
split_feature=11 5 7 13 4 4 9
split_gain=3.24241 3.92011 3.47021 4.98768 3.97694 3.2473 2.83002
threshold=0.00041949748992919927 2.2351741790771489e-06 0.00016528367996215823 41.680551656811232 0.28649902343750006 0.15386962890625003 5.9694051742553718e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -2
right_child=6 2 4 -5 -6 -7 -8
leaf_value=0.04970482805989998 0.023365930170428133 0.078337621704596086 -0.0090355121863778982 -0.10555602970455738 0.0081439114726463806 -0.11572859212096848 -0.0011588807109562565
leaf_weight=27.705695252836449 48.467925214601564 11.257198094361227 6.5315959571162221 1.6969379149377335 62.301102597557474 5.0644783050229307 1610.2259387631757
leaf_count=305 480 179 68 17 710 66 23201
internal_value=0 0.0169527 0.00650457 0.0542457 -0.00186459 -0.0556353 -0.000442245
internal_weight=0 114.557 86.8513 12.9541 73.8972 11.5961 1658.69
internal_count=25026 1345 1040 196 844 134 23681
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=0
split_feature=11 7 6 5 13 8 5
split_gain=2.53609 2.38741 2.5809 1.91049 6.86431 7.70548 10.3522
threshold=0.012813568115234377 0.056182861328125007 0.0056343078613281259 0.00010454654693603517 3.9312067461677511 0.19757080078125003 0.00039827823638916021
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00021701857675497779 -0.13081063231512116 0.015610347672783027 0.14153347439182687 -0.074751632073295216 0.015665113613529274 0.11790041969523304 -0.56724277056008532
leaf_weight=1580.6704325065293 1.4573302164935729 4.792037919163703 2.4646462703094585 9.9821725240835768 173.1123066678565 2.0123620160275086 0.44553428988911115
leaf_count=14935 105 37 43 256 8676 553 431
internal_value=0 0.00114501 0.0583842 0.00090982 0.0105091 -0.0612391 -0.0958132
internal_weight=0 1773.48 7.25668 1766.22 185.552 12.4401 10.4277
internal_count=25036 24931 80 24851 9916 1240 687
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
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split_feature=11 3 12 3 1 1 3
split_gain=4.61403 6.12993 5.53571 4.85845 18.0666 8.90784 8.71723
threshold=0.00072455406188964855 87.500000000000014 4.5000000000000009 91.500000000000014 28530.000000000004 46152.500000000007 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7
right_child=3 -3 -4 4 5 6 -8
leaf_value=-0.0022390068561773595 0.0016063063903002052 0.023036187736651701 0.055815384574148266 0.040654264938006265 -0.040830843017747018 -0.020811065361994049 0.030740875287899268
leaf_weight=322.8590344665572 884.4775547333993 192.73060719289788 17.304926524870098 54.445521008032301 136.13490078924042 114.623799017907 45.949974483921324
leaf_count=1617 8421 3127 731 1366 2589 1273 5849
internal_value=0 0.00878748 0.000714397 -0.00234472 -0.0122964 -0.0220129 -0.00605884
internal_weight=0 532.895 340.164 1235.63 351.154 296.709 160.574
internal_count=24973 5475 2348 19498 11077 9711 7122
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=8
num_cat=0
split_feature=9 7 6 7 9 7 5
split_gain=2.48939 4.64786 2.95311 2.6895 5.87935 5.5735 5.24629
threshold=0.0008513927459716798 0.056182861328125007 0.051284790039062507 0.0019106864929199221 0.00069165229797363292 0.0014777183532714846 5.2154064178466805e-06
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -6
right_child=2 -3 -4 -5 6 -7 -8
leaf_value=-0.0013813510408863233 -0.038626488516526641 0.11133798833628497 0.10151248055381679 0.0048061593205040772 0.37382296466140613 -0.027934459775986943 0.064961302108336602
leaf_weight=891.95123424467783 25.114220389616097 3.7764282127391189 1.5991091869600484 747.24548142661934 0.61820073425769706 86.735877625065768 4.9614988861285383
leaf_count=9398 554 35 3695 10021 7 992 275
internal_value=0 0.000524651 -0.0302361 0.000282941 -0.00315104 -0.00373463 0.0992043
internal_weight=0 1735.29 26.7133 1731.51 984.267 978.687 5.5797
internal_count=24977 20728 4249 20693 10672 10390 282
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=8
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split_feature=2 4 4 0 2 5 4
split_gain=2.80353 4.51393 4.26684 5.46746 2.58723 5.64934 3.24914
threshold=2029.5000000000002 1.0356445312500002 1.3110351562500002 10.500000000000002 2062.5000000000005 9.7543001174926771e-05 1.2124023437500002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2
right_child=4 2 3 -5 -6 -7 -8
leaf_value=0.12042052308414893 -0.13192665958094768 -0.14037176958078354 0.0027890360667564059 0.21701362250150802 -0.00022159969453825596 0.12492864573840588 -0.027668563994983044
leaf_weight=4.9671763102524009 4.6678529526107004 1.6860391348600376 9.0059863539390772 1.3726488656875506 1734.5931841738102 1.7770901266321733 8.3118113695527409
leaf_count=47 54 12 138 16 24521 86 73
internal_value=0 0.0401918 0.0071577 0.0311288 -0.000576319 -0.0422707 -0.0651657
internal_weight=0 17.0319 12.0647 10.3786 1749.35 14.7568 12.9797
internal_count=24947 213 166 154 24734 213 127
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
num_cat=0
split_feature=3 1 6 1 6 3 3
split_gain=2.56848 11.1707 5.80748 5.62963 6.54837 6.22285 6.03503
threshold=66.500000000000014 26426.500000000004 0.021781921386718753 34060.000000000007 0.0068569183349609384 104.50000000000001 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7
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leaf_value=0.004742318310540017 0.024537134688858736 -0.0032612135211287775 0.12526734775207352 -0.0052340396157343179 -0.05597814726301438 0.047641959575539315 -0.22855147530439104
leaf_weight=773.39362991858798 77.80586720557767 47.692454784875736 6.177774362568015 782.8040699281155 46.573413402382357 30.234179876001694 0.81203741169338073
leaf_count=6236 714 410 787 8013 833 7776 188
internal_value=0 -0.00294533 0.0319473 -0.00617226 -0.0293069 -0.00349262 0.0404152
internal_weight=0 992.1 83.9836 908.116 94.2659 813.85 31.0462
internal_count=24957 18721 1501 17220 1243 15977 7964
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
num_cat=0
split_feature=0 11 3 11 13 12 3
split_gain=4.06132 4.41195 5.80461 6.77048 6.66136 9.81508 19.8139
threshold=4.5000000000000009 0.00050473213195800792 87.500000000000014 0.0024881362915039067 16.215140761585225 6.5000000000000009 40.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.019362846974971426 -0.0092282910977702585 0.018857248972632065 -0.010390159750860153 -0.019413056547530973 0.00090087656517266561 -0.57813035573392901 -0.04137052473394786
leaf_weight=127.46233885714901 461.04331547725087 316.74641591799445 380.22548650861154 102.16182573173137 374.40650709456531 0.86906575039029021 3.2909290115348995
leaf_count=1346 7968 2210 8643 2333 2343 11 134
internal_value=0 0.00168991 -0.000222832 0.00462481 0.00815669 -0.000796452 -0.153547
internal_weight=0 1305.16 1177.7 797.475 695.313 378.567 4.15999
internal_count=24988 17020 15674 7031 4698 2488 145
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=8
num_cat=0
split_feature=9 1 1 2 3 6 1
split_gain=2.77735 5.80385 6.28206 5.85326 4.66475 4.24476 3.97174
threshold=0.00045907497406005865 34060.000000000007 27853.500000000004 3211.5000000000005 101.50000000000001 0.037429809570312507 72646.500000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -4 -5
right_child=1 3 5 6 -6 -7 -8
leaf_value=0.0013363117833164338 -0.019545242109416106 -0.035366074256175953 -0.080996699776374831 0.04509111389639426 0.080922545964787207 0.10659945173252837 -0.021741472680237007
leaf_weight=1599.8991457038519 73.988449095326359 19.792665317121646 23.213189090136442 37.156535202881059 4.9289341716721529 1.2719440343807935 11.689188462992204
leaf_count=16678 974 1319 255 3272 694 479 1383
internal_value=0 -0.0120351 -0.0269995 0.0105085 -0.0132699 -0.0712499 0.0290974
internal_weight=0 172.041 103.403 68.6384 78.9174 24.4851 48.8457
internal_count=25054 8376 2402 5974 1668 734 4655
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=9 4 2 7 12 9 8
split_gain=3.05084 3.27674 3.2536 5.91391 5.48029 18.0975 14.2243
threshold=0.00045907497406005865 34.390625000000007 4877.5000000000009 0.012928009033203127 1.0000000180025095e-35 0.00025665760040283209 0.19281005859375003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0055247011923962802 -0.012867918476401737 0.085697408184773533 -0.0033106765607849422 0.030642988605617823 0.0079669143877391223 -0.18371961392175096 -0.15592922169503362
leaf_weight=781.55047677914627 171.77977395659582 4.5710604573814626 714.84537889721105 47.75541651333333 40.343142051860923 7.2207091863165251 6.0950206711713681
leaf_count=7986 8352 723 5046 445 2212 112 143
internal_value=0 0.00115495 0.000913062 -0.00350248 -0.00562432 -0.0364464 -0.0135454
internal_weight=0 1602.38 1597.81 816.26 768.504 53.6589 46.4382
internal_count=25019 16667 15944 7958 7513 2467 2355
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=8
num_cat=0
split_feature=3 3 3 3 11 3 11
split_gain=2.74518 2.29518 12.3293 2.2091 3.81581 2.36139 3.24353
threshold=125.50000000000001 213.50000000000003 214.50000000000003 8.5000000000000018 0.0014662742614746096 32.500000000000007 0.0007884502410888673
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7
right_child=1 2 -4 5 -6 6 -8
leaf_value=0.029958900315109244 0.10253539889594698 -1.3687432489057121 0.031722365239253696 0.010004556499964408 -0.12005006086182307 0.0047016446615098795 -0.0048344441057990989
leaf_weight=2.9400508552789679 4.3388961963300963 0.067474870127625652 0.85708153762971051 206.19312226650072 4.005654564127326 558.49492644019483 987.0491975117111
leaf_count=13 5038 10 214 1408 32 5144 13122
internal_value=0 0.0720536 -0.0709751 -0.000270621 -0.0565538 -4.74421e-05 -0.0013885
internal_weight=0 5.26345 0.924556 1758.68 6.94571 1751.74 1545.54
internal_count=24981 5262 224 19719 45 19674 18266
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=0
split_feature=3 7 7 4 3 7 7
split_gain=4.25594 3.09234 5.02646 8.41291 2.93974 2.80622 4.63105
threshold=111.50000000000001 0.00060820579528808605 0.00050282478332519542 0.19299316406250003 213.50000000000003 0.00040352344512939459 0.00043094158172607427
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.0080032536944463391 0.028791997952838513 0.090994627375997547 -1.3630779808570432 0.10039620958819742 -0.46148740034055397 0.049009768884960184 0.00049050103043046908
leaf_weight=439.65121771924896 2.2040792723910267 8.3792309642449236 0.067714881617575773 0.20505508402675332 0.17003399060922675 19.976853118409053 1288.1790717281765
leaf_count=3727 1230 6401 16 178 4 165 13225
internal_value=0 0.061231 -0.0329895 -0.340293 -0.154502 -0.00109148 0.00123146
internal_weight=0 11.0261 2.64688 0.442804 0.375089 1747.81 1308.16
internal_count=24946 7829 1428 198 182 17117 13390
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=11 3 2 11 11 0 11
split_gain=2.42106 3.38451 2.7745 5.85671 8.26385 4.5023 7.76574
threshold=0.0003970861434936524 102.50000000000001 2959.5000000000005 0.00044929981231689459 0.0007884502410888673 4.5000000000000009 0.0026903152465820317
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.02116544834273688 -0.1056819772608395 -0.068339484814165921 -0.0020486849216873339 0.047369556702340998 0.022178095946439658 -0.014410330995924953 -0.019784116011089578
leaf_weight=87.416992113227025 4.5034357663244 4.4389320292539187 1289.3976451932449 48.907375564238464 166.78146025613023 99.765676294395234 59.957169099604471
leaf_count=711 46 372 18739 595 1419 1971 1119
internal_value=0 0.0168398 0.00016427 0.00767485 0.00903479 0.00329253 0.0110819
internal_weight=0 91.8559 1669.31 379.915 375.412 326.504 226.739
internal_count=24972 1083 23889 5150 5104 4509 2538
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=8
num_cat=0
split_feature=9 3 9 13 11 3 5
split_gain=2.1239 2.21177 4.02112 3.62878 3.71216 3.90144 7.1849
threshold=0.0016798973083496096 100.50000000000001 3.4242868423461921e-05 1.5654483959122885 0.0025949478149414067 102.50000000000001 4.4494867324829108e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.0016657708340178511 -0.095868264478508283 -0.20471188095546863 0.11312774932233426 0.024004855435894104 0.057384571882515105 -0.031752508013546461 0.049945013231591923
leaf_weight=1620.5815364674054 2.3451746835635268 0.85256168662453902 3.5308976354363031 53.374216169700958 14.867102987389442 46.962527317642525 13.965586470780179
leaf_count=14132 878 44 280 483 3722 2979 2510
internal_value=0 -0.000646402 0.0117229 0.0131141 0.0103798 0.00426577 -0.013026
internal_weight=0 1754.13 133.553 132.7 129.169 114.302 60.9281
internal_count=25028 24150 10018 9974 9694 5972 5489
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=1
split_feature=6 1 8 15 3 2 1
split_gain=2.89374 2.61768 4.07968 4.23245 10.7634 6.99688 7.54816
threshold=0.052108764648437507 72646.500000000015 0.23309326171875003 0 17.500000000000004 5577.5000000000009 44363.500000000007
decision_type=2 2 2 1 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.23030431114562094 0.080598535268524923 -0.0076809587663664554 0.02189384671561663 -0.0011183119208936965 0.095295592032437551 -0.010809522510943356 0.0085817304565502048
leaf_weight=1.5886139757931221 4.4394498320907578 371.85288353125361 93.912198248857749 1217.0556035132213 23.338042780196702 23.122585232835263 17.615355933761748
leaf_count=12 6066 4759 1289 9504 768 1339 1170
internal_value=0 -0.000236198 0.00177476 0.000301768 0.0232514 0.0331678 0.0579977
internal_weight=0 1748.49 1376.63 1282.72 65.6646 64.076 40.9534
internal_count=24907 18841 14082 12793 3289 3277 1938
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=8
num_cat=0
split_feature=10 9 3 7 2 6 3
split_gain=2.59133 2.35207 5.59567 2.56106 8.13006 6.36894 6.45423
threshold=3.5000000000000004 0.0014309883117675783 11.500000000000002 0.0080299377441406267 16944.500000000004 0.017051696777343753 76.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00052491447324501633 0.068231740246838868 0.48955597799239836 -0.086521118710803813 0.0010643520359232179 0.12076477010889793 0.0026089579741991795 0.079910690003315188
leaf_weight=1445.7594369831813 5.7550625767753436 0.17423261632211406 4.9240457995219913 250.19156780460617 6.440766141669882 20.867921012686566 22.389800026219746
leaf_count=18047 743 6 1456 2006 79 595 2002
internal_value=0 0.00102147 -0.0667996 0.00121956 0.0096296 0.00719019 0.0426201
internal_weight=0 1750.75 5.09828 1745.65 299.89 293.449 43.2577
internal_count=24934 24191 1462 22729 4682 4603 2597
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=8
num_cat=0
split_feature=2 4 8 4 8 2 8
split_gain=2.79177 5.17062 5.78045 4.29675 10.032 11.0242 7.91002
threshold=2959.5000000000005 0.23950195312500003 0.092071533203125014 6.0957031250000009 0.19134521484375003 3124.5000000000005 0.0046310424804687509
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=0.025234744463690485 -0.0043315879812800594 0.0043063189744166593 0.13450710862846857 -0.12844068317364454 0.064697851158626404 -0.17136117747209739 0.0097488459470089772
leaf_weight=23.364784278091978 1162.7881357355218 359.38866172954113 6.1060279292432815 6.2309755833139198 30.134110427825817 2.4475166662523398 162.4021349795803
leaf_count=251 10981 4916 68 186 2681 32 5845
internal_value=0 0.00760845 0.0478763 -0.00199683 0.0114954 0.00212414 0.00705951
internal_weight=0 388.859 29.4708 1364 201.215 171.081 164.85
internal_count=24960 5235 319 19725 8744 6063 5877
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=8
num_cat=0
split_feature=11 3 8 3 3 11 1
split_gain=2.85133 3.56726 2.72419 5.49776 2.35872 2.51135 2.21521
threshold=0.00038588047027587896 45.500000000000007 0.021522521972656253 99.500000000000014 58.500000000000007 0.00034451484680175787 174126.00000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -2
right_child=6 2 4 -5 5 -7 -8
leaf_value=-0.029829259009236456 0.0010978312030315771 0.034195836293654289 0.058176004648711213 0.19777893877963734 -0.011493844211920868 0.03535983137189621 -0.02480784234203914
leaf_weight=12.401598302181808 1639.7625558819977 8.5812675212509912 12.552737219724802 2.7010081262269514 25.765752728970256 20.574348180816742 33.686262403418368
leaf_count=85 23342 82 94 80 374 251 672
internal_value=0 0.0196114 0.0283489 0.0733636 0.0197248 0.00930854 0.000576346
internal_weight=0 82.5767 70.1751 11.2823 58.8928 46.3401 1673.45
internal_count=24980 966 881 162 719 625 24014
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=8
num_cat=0
split_feature=5 4 13 13 13 13 5
split_gain=3.77898 4.41522 3.99853 8.35116 3.61355 6.87711 3.99468
threshold=0.00031244754791259771 43.203125000000007 2.89225572406996 2.8010630909181677 43.303458281875997 43.960847658686447 0.00059485435485839855
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -4
right_child=2 -3 4 -5 5 -7 -8
leaf_value=-0.0011164896368974807 -0.07918720190084183 0.07985090759721053 0.072773338436312326 -1.1928583992569746 -0.36461661834643855 0.010762480342731071 -0.0077196119030909505
leaf_weight=1712.918224137291 0.52751509186691592 6.7611310347128883 20.638891010423325 0.076837550990603631 0.61513397788075908 2.3568667394592921 8.7915648093762666
leaf_count=16902 379 439 1375 33 20 128 5642
internal_value=0 -0.000798137 0.0333614 -0.221416 0.0381159 -0.0669655 0.0487283
internal_weight=0 1719.68 33.0068 0.604353 32.4025 2.972 29.4305
internal_count=24918 17341 7577 412 7165 148 7017
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=0
split_feature=1 4 6 9 4 4 4
split_gain=2.47581 3.78027 3.4315 6.85587 3.65033 4.40975 3.83133
threshold=27235.500000000004 62.671875000000007 0.029731750488281253 0.00024807453155517584 71.406250000000014 73.406250000000014 12.472656250000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.0088826683684284317 -0.0024998033166859536 0.10211814712917144 -0.3048681233187166 -0.054885620491613357 -0.46713519493338823 -0.077260732324147388 0.081610792969526599
leaf_weight=345.01011822384316 1407.8422520414879 3.4620327725069719 0.94237075716955487 4.4663055461132881 0.33723416895372738 2.0646988268954374 3.8105110614524165
leaf_count=2524 16489 4938 9 36 14 757 294
internal_value=0 -0.00224314 0.00708236 -0.0463638 -0.0235416 -0.132064 0.00795537
internal_weight=0 1411.3 356.631 11.6211 10.6787 2.40193 8.27682
internal_count=25061 21427 3634 1110 1101 771 330
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=0
split_feature=12 3 7 1 3 3 2
split_gain=3.45152 6.37904 3.07872 2.3027 2.27268 1.96838 1.95629
threshold=22.500000000000004 32.500000000000007 1.5199184417724611e-06 29557.500000000004 264.50000000000006 125.50000000000001 2404.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -4
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.010060709011859499 -0.60056974448088907 0.091533108520470752 0.0087913505338313123 -0.093666536315758775 -0.092313400760845585 0.075168510495907184 -0.0021287888787066942
leaf_weight=7.0290898960083705 0.14187603071331878 7.4389893316792932 183.50412082780167 6.2001021525284159 0.73889999091625203 3.4016935357881257 1547.4076297434276
leaf_count=61 6 1607 1872 66 3 4566 16802
internal_value=0 0.0633729 -0.00118831 -0.0492459 0.0749181 -0.000821718 -0.000971077
internal_weight=0 8.31977 1747.54 13.2292 8.17789 1734.31 1730.91
internal_count=24983 1616 23367 127 1610 23240 18674
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=8
num_cat=0
split_feature=11 8 11 8 11 5 9
split_gain=3.28223 3.34845 3.68506 3.25443 3.13397 5.3602 4.249
threshold=0.00041949748992919927 0.38549804687500006 0.0027894973754882817 0.39648437500000006 0.0019230842590332033 2.2858381271362308e-05 0.00041210651397705084
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.017445667972992931 0.00055104175069018086 -0.12157891734827984 0.095444394617933026 -0.034450225928601266 -0.32485693308594271 0.072273660169061948 -0.037157079783945071
leaf_weight=112.57342681803857 1587.7726919077222 3.8516057867691407 2.3215892664120465 30.688524739147397 0.79913544503506218 5.5580719175231925 1.434672130821127
leaf_count=1324 23031 43 174 256 8 93 49
internal_value=0 -0.000208479 -0.0272151 -0.0339429 -0.02517 -0.0180844 -0.140118
internal_weight=0 1632.43 44.6536 42.332 38.4804 36.2466 2.23381
internal_count=24978 23654 623 449 406 349 57
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=6 4 12 13 1 12 4
split_gain=2.82008 6.12521 5.4775 6.00665 4.60775 8.45342 19.6328
threshold=0.0064125061035156259 0.0067024230957031259 7.5000000000000009 34.921114264303398 56474.500000000007 2.5000000000000004 1.4262695312500002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.001679992140271805 0.1202132260077315 0.0035148288979951095 0.06153884327352184 -0.21298646652925168 -0.018734107516807701 -0.028646764976111738 -0.52880836335542136
leaf_weight=479.35807410546113 4.5151723828748791 1139.6430178279711 17.678673127476944 0.83428968233056267 115.93452713498846 2.8073259840020905 1.089012364274822
leaf_count=3540 34 19196 1402 18 707 56 16
internal_value=0 0.0039754 -0.00440923 0.0491632 -0.00606448 -0.0236036 -0.168477
internal_weight=0 1144.16 617.702 18.513 599.189 119.831 3.89634
internal_count=24969 19230 5739 1420 4319 779 72
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=1
split_feature=7 15 5 2 2 2 5
split_gain=1.67933 9.01323 16.0806 9.43817 6.91202 5.7127 5.97211
threshold=0.0019106864929199221 0 8.0615282058715834e-05 4381.5000000000009 4579.5000000000009 6833.0000000000009 8.7320804595947283e-06
decision_type=2 1 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.090791797045422923 0.0031778035314955879 -0.0052101611983273117 -0.025083699604491597 -0.72362782082506083 -0.21983094904739336 0.10542430793126788 -0.059789199421398348
leaf_weight=27.730065902069327 779.33203842824241 933.54815857626909 2.6523137908006893 0.35500002760090854 1.1683486479651035 3.4508242024385236 5.9771331255833502
leaf_count=2278 13510 7979 145 7 81 472 478
internal_value=0 -0.0030491 0.0378603 -0.139036 -0.337382 0.0679293 0.000683548
internal_weight=0 974.882 41.3337 4.17566 1.52335 37.158 9.42796
internal_count=24950 11440 3461 233 88 3228 950
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=0 5 10 7 12 3 0
split_gain=2.05013 4.4354 3.63806 3.55272 8.3638 7.61754 5.63716
threshold=7.5000000000000009 9.2387199401855479e-07 2.5000000000000004 0.0025873184204101567 1.5000000000000002 92.500000000000014 8.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=0.0015527203914937754 -0.22975994347442949 -0.026019273872947491 0.066489511922261088 0.023255612147770569 0.0066150572484794182 -0.21707171616216595 -0.061509277879007146
leaf_weight=1581.4814295627384 0.91205351380631228 68.058733414154631 8.6745384908508623 65.965866847490361 14.515065112675076 3.0876044330652794 9.4858588472470711
leaf_count=21223 11 1055 1194 912 200 77 267
internal_value=0 -0.00990081 0.00190698 -0.00865566 0.00404386 -0.04274 -0.0997155
internal_weight=0 162.025 1590.16 161.113 93.0544 27.0885 12.5735
internal_count=24939 2522 22417 2511 1456 544 344
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=8
num_cat=0
split_feature=3 1 1 9 2 12 3
split_gain=2.30928 9.13639 12.9876 15.9753 10.4054 5.33279 5.07719
threshold=100.50000000000001 55926.000000000007 55012.500000000007 0.00012761354446411136 2093.5000000000005 1.5000000000000002 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.00046485041946551728 -0.19713507992898172 0.059883852394186123 -1.344361406612105 -0.19913754229661071 -0.0011461630133628154 0.085040992993036968 -0.182713895418948
leaf_weight=1626.8670941000528 2.5847813401114754 37.594108190645329 0.13747558197064691 1.0493210862478006 82.71718481782591 7.8610148242623827 0.88259015373841876
leaf_count=14533 89 5698 35 125 3173 1234 136
internal_value=0 0.0132483 -0.00350009 -0.33217 0.000688039 0.00633403 0.0543173
internal_weight=0 132.826 94.3498 1.1868 93.163 90.5782 38.4767
internal_count=25023 10490 4656 160 4496 4407 5834
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=9 4 11 4 4 1 11
split_gain=2.78731 4.16851 5.83247 4.77838 4.71752 5.94746 4.73174
threshold=0.00057768821716308605 0.93676757812500011 0.0046138763427734384 0.70239257812500011 1.9062500000000002 41898.500000000007 0.00081419944763183605
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=0.00047166158208293676 -0.035461514292641549 -0.10604661518059151 0.17290303999345386 0.10609838694507188 0.17672557626340213 0.044816035352383432 -0.039571999540806702
leaf_weight=1667.5977571509029 8.9836958693340403 7.0866782715311265 2.389924829825758 3.2457121191546312 1.0328020751476277 11.526777379180201 47.988062055664159
leaf_count=18278 95 71 22 21 7 3975 2514
internal_value=0 -0.0183852 0.030035 0.00211045 -0.0288515 -0.0198157 -0.0350135
internal_weight=0 82.2537 14.6193 12.2294 67.6343 60.5476 49.0209
internal_count=24983 6705 138 116 6567 6496 2521
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
sum_completeness=171
gc_var=131
sum_len=120
codon_pca=115
tetra_pca=98
redundunt_protein=98
cpg_max_min=95
cpg_var=81
skew_var=78
min_len=69
skew_max_min=55
min_contig_rate=47
num_seqs=38
overlap_singl_like_gene=19
redundunt_cat=16
overlap_sp_one_or_no=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 8]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.88745]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 7719]
[feature_fraction: 0.58]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2437]
[extra_trees: 0]
[extra_seed: 11797]
[early_stopping_round: 150]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 4.54792e-05]
[lambda_l2: 0.000361657]
[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: 21238]
[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: 38]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 0]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: 14,15]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 8855]
[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:[]
