tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=55
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55
feature_infos=[-2.6480116844177246:899.24127197265625] [-1.6953428983688354:537.716552734375] [-1.5686674118041992:432.52276611328125] [-1.5100586414337158:317.26541137695312] [-1.3684296607971191:294.17733764648438] [-3.8205981254577637:3.6167638301849365] [-11.250462532043457:11.633420944213867] [-178.32157897949219:31.027378082275391] [-168.69509887695312:24.585739135742188] [-58.428810119628906:107.74765014648438] [-1.0032992362976074:0.99671167135238647] [-3.3106920719146729:3.1623668670654297] [-0.30803275108337402:195.3482666015625] [-32.104030609130859:276.09219360351562] [-18.295454025268555:313.37521362304688] [-14.363351821899414:354.548828125] [-8.4178743362426758:412.9281005859375] [-0.93466681241989136:15.501534461975098] [-0.021823929622769356:405.318359375] [-0.024879168719053268:288.1317138671875] [-0.033813551068305969:266.71868896484375] [-0.20548999309539795:60.144813537597656] [-0.65683537721633911:1.6594306230545044] [-2.6472175121307373:899.2196044921875] [-3.7117986679077148:3.6195874214172363] [-3.5777997970581055:4.4422993659973145] [-2.052433967590332:2.8989355564117432] [-141.80332946777344:642.29339599609375] [-193.14361572265625:314.93453979492188] [-0.28035897016525269:76.039054870605469] none [-3.1843767166137695:3.0735974311828613] [-14.363351821899414:354.54876708984375] [-0.40915185213088989:27.987947463989258] [-1.579592227935791:1.3883670568466187] [-1.6251664161682129:1.4297853708267212] none [-3.1603121757507324:14.421809196472168] [-0.25330248475074768:3.9478490352630615] [-24.201498031616211:0.041319753974676132] none none [-0.038646969944238663:25.875249862670898] [-3.1246073246002197:5.1051316261291504] [-0.25614631175994873:3.9054112434387207] [-77.5755615234375:491.19122314453125] [-66.322944641113281:460.3082275390625] [-2.2481677532196045:3.1108465194702148] [-3.1593220233917236:3.6238675117492676] [-14.02635383605957:8.8616828918457031] [-1.3664791584014893:1.0622026920318604] [-0.34903949499130249:116.00056457519531] [-1.1733413934707642:1.0420401096343994] [-0.056538037955760956:58.067909240722656] [-3.1603126525878906:14.421808242797852] [-2.4257125854492188:2.1942636966705322]
tree_sizes=1016 1041 1044 1040 1038 1039 1044 1036 1034 1042 1040 1042 1047 1040 1034 1040 1042 1038 1046 1045 1047 1038 1045 1049 1035 1045 1040 1034 1039 1041 1041 1033 1043 1034 1047 1040 1036 1043 1036 1038 1035 1036 1036 1035 1039 1049 1030 1041 1051 1041 1042 1038 1047 1043 1041 1042 1039 1043 1038 1040 1044 1040 1035 1034 1047 1041 1036 1040 1043 1040 1043 1038 1040 1039 1038 1042 1045 1040 1043 1044 1025 1029 1035 1034 1049 1041 1039 1041 1044 1036 1049 1032 1044 1037 1025 1050 1038 1042 1039 1049 1039 1036 1039 1040 1043 1041 1034 1040 1040 1046 1042 1052 1043 1040 1039 1043 1043 1038 1038 1032 1033 1032 1034 1034 1043 1037 1045 1035 1048 1051 1052 1039 1038 1046 1049 1047 1036 1047 1051 1047 1065 1058 1037 1056 1052 1045 1050 1049 1035 1056

Tree=0
num_leaves=8
num_cat=0
split_feature=18 7 7 1 6 6 21
split_gain=2636.48 1712.87 2116.69 247.742 157.578 144.44 41.9724
threshold=-0.020662431605160233 -0.0097913797944784147 0.044861363247036941 -0.0026376470923423763 6.0529777329065844e-05 1.0000000180025095e-35 -0.20624444633722303
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.36133387543824436 -0.32965865596643884 -0.34846725153162489 -0.3348124430737125 -0.39757830739037159 -0.37570810541322441 -0.33529036591747335 -0.33221087690045903
leaf_weight=405.78209093213081 18072.237575858831 67799.606488317251 34781.911829024553 1458.2414458692074 1229.7310044765472 18832.077290117741 133.07515609264374
leaf_count=1671 74421 279197 143231 6005 5064 77550 548
internal_value=-0.341777 -0.340846 -0.343837 -0.38199 -0.387573 -0.332532 -0.354142
internal_weight=142713 139486 102582 3226.83 2687.97 36904.3 538.857
internal_count=587687 574399 422428 13288 11069 151971 2219
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=48 28 47 8 38 1 28
split_gain=4366.76 1597.42 946.991 660.453 472.645 371.193 357.239
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 1.0000000180025095e-35 -0.0026376470923423763 -0.0094470065087079984
left_child=2 4 5 -3 -2 -1 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=-0.015276662448149243 0.010630280036541467 0.0067777145512103601 0.001344571163595524 -0.0017405561402320296 0.028848590633836924 -0.04039219757693803 -0.016804128647992647
leaf_weight=1589.8995640277863 23515.861779391766 24801.255747839808 2799.5335783660412 71767.141044273973 3286.6897210329771 4756.927668005228 10192.828163966537
leaf_count=6552 96751 102027 11527 295635 13523 19667 42005
internal_value=2.82328e-05 0.00314481 -0.0198534 0.000447156 0.0128643 -0.0341007 -0.0128935
internal_weight=142710 123371 19339.2 96568.4 26802.6 6346.83 12992.4
internal_count=587687 507936 79751 397662 110274 26219 53532
shrinkage=0.045

Tree=2
num_cat=0
split_feature=48 28 18 48 28 38 6
split_gain=3995.55 1452.81 919.018 640.205 465.723 427.368 187.321
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.000590299750911072 1.0000000180025095e-35 1.0000000180025095e-35
left_child=2 5 6 -3 -4 -2 -1
right_child=1 3 4 -5 -6 -7 -8
leaf_value=-0.010827953442948152 0.010133811832838036 -0.0055595060087203652 -0.0029634374986370871 0.0026693380449786279 -0.019655924221281821 0.027420719467501742 -0.044545714688214368
leaf_weight=376.79125835001469 23556.903605818748 26316.906723454595 4867.2997775524855 70257.874067232013 11110.972010105848 3301.8697003424168 2914.2152782678604
leaf_count=1559 96751 108413 20074 289249 45959 13523 12159
internal_value=2.64735e-05 0.00300157 -0.0190311 0.000426954 -0.0145711 0.012259 -0.0406853
internal_weight=142703 123434 19269.3 96574.8 15978.3 26858.8 3291.01
internal_count=587687 507936 79751 397662 66033 110274 13718

Tree=3
num_cat=0
split_feature=28 18 28 38 18 28 21
split_gain=2352.43 1849.93 1363.28 515.89 230.967 152.073 114.969
threshold=-0.014725709334015845 -0.020567901432514187 0.021683344617486004 1.0000000180025095e-35 -0.021240289323031899 -0.16511735320091245 3.1571753025054936
left_child=3 4 -3 5 -2 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.012840523035277223 -0.048363390935528036 -0.0062003665159693919 0.0046654246270096738 0.022283906124042668 -0.025231831033091297 0.006085040004255895 0.044467175673763661
leaf_weight=9329.3424312770367 1552.6195513606071 65248.900650009513 36441.172160357237 3174.8237324506044 2000.1964021623135 24386.025134146214 555.94794070720673
leaf_count=38247 6559 269137 150005 12965 8338 100167 2269
internal_value=2.48117e-05 -0.00342172 -0.00230655 0.00971135 -0.0353406 0.00795434 0.0255896
internal_weight=142689 105243 101690 37446.1 3552.82 33715.4 3730.77
internal_count=587687 434039 419142 153648 14897 138414 15234

Tree=4
num_cat=0
split_feature=48 28 47 8 38 1 7
split_gain=3522.52 1193.61 801.51 581.306 349.395 319.023 292.103
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 1.0000000180025095e-35 -0.0026376470923423763 -0.0097913797944784147
leaf_value=-0.01367279391192921 0.0092591381268360227 0.0064050772503428327 0.0045261231353452558 -0.0015832427621086591 0.024836238599445042 -0.037071926121868999 -0.014379165922389692
leaf_weight=1578.9113831520081 23626.361773014069 24833.936681196094 1949.1108588725328 71722.080414533615 3326.4065560996532 4669.041772454977 10967.402736246586
leaf_count=6552 96751 102027 8042 295635 13523 19667 45490
internal_value=2.33141e-05 0.00280859 -0.0179269 0.000471331 0.0111816 -0.0311588 -0.0115263
internal_weight=142673 123509 19164.5 96556 26952.8 6247.95 12916.5

Tree=5
num_cat=0
split_feature=48 7 7 18 7 6 6
split_gain=3193.69 725.923 897.708 717.176 421.236 145.721 91.0242
threshold=-1.1056645214557645 -0.01821904722601175 0.044861363247036941 -0.020219163037836548 -0.0097913797944784147 1.0000000180025095e-35 1.0000000180025095e-35
left_child=3 6 -3 5 -5 -1 -2
leaf_value=-0.010049423077784317 0.01104856942224372 -0.0026523167640924686 0.0066119489453161607 0.0048391722157472101 -0.016215775855073576 -0.040177080590942389 0.006190991004054517
leaf_weight=367.74342449009418 15380.086620613933 59466.868935018778 32898.061632454395 2240.6241439729929 13623.527853950858 2803.4937943965197 15874.274247705936
leaf_count=1534 62881 245082 135076 9247 56737 11993 65149
internal_value=1.11855e-05 0.00265331 0.000647381 -0.0171473 -0.013242 -0.0366834 0.00858138
internal_weight=142655 123619 92364.9 19035.4 15864.2 3171.24 31254.4
internal_count=587699 508188 380158 79511 65984 13527 128030

Tree=6
num_cat=0
split_feature=48 28 48 0 6 38 3
split_gain=2950.92 1388.05 875.605 510.718 572.033 322.121 22.8113
threshold=-1.4875389337539671 -0.031506778672337525 -0.34191577136516565 -0.0015730941086076198 6.0537413446581929e-05 1.0000000180025095e-35 -0.0048636121209710828
leaf_value=-0.002368014919101275 0.0089416647127891543 -0.0064854786236827437 0.0023110998709728616 -0.042419523007786335 -0.017866676327793048 0.023744287097718954 -0.010768553908079353
leaf_weight=1504.7984911948442 24548.967852666974 34006.263932421803 70251.398890346289 3478.377029851079 4293.0556275695562 3387.725018337369 1158.5321775525808
leaf_count=6242 100339 140692 289007 14858 18009 13727 4825
internal_value=1.02786e-05 0.00182881 -0.000558126 -0.0230281 -0.0288562 0.0107367 -0.0060222
internal_weight=142629 132194 104258 10434.8 7771.43 27936.7 2663.33
internal_count=587699 543765 429699 43934 32867 114066 11067

Tree=7
num_cat=0
split_feature=48 47 28 17 7 6 44
split_gain=2724.79 1056.58 815.562 439.994 435.283 278.455 267.748
threshold=-0.72379013895988453 -1.256108224391937 -0.031506778672337525 -0.9409729242324828 0.046553775668144233 1.0000000180025095e-35 1.0000000180025095e-35
left_child=1 5 6 -4 -3 -1 -2
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.007369407526506771 0.008658593770900936 -0.009703243043028581 -0.024347817791479858 0.0016515620092234832 0.0065733218731648269 -0.030484548326471704 0.02249000139299815
leaf_weight=1275.8087284117937 22183.211545050144 20632.31469553709 1339.142894461751 83844.952448531985 3966.8255461454391 6106.5485756993294 3249.2446602731943
leaf_count=5316 90528 85698 5501 345055 16390 26079 13132
internal_value=9.38577e-06 -0.0115593 0.00335412 0.00124284 -0.00707851 -0.0264898 0.0104257
internal_weight=142598 31981.5 110617 85184.1 24599.1 7382.36 25432.5
internal_count=587699 133483 454216 350556 102088 31395 103660

Tree=8
num_cat=0
split_feature=28 47 7 18 38 21 28
split_gain=1643.61 1391.42 620.374 602.235 271.369 128.017 59.2759
threshold=-0.031506778672337525 -1.256108224391937 -0.022537890821695324 -0.020662431605160233 1.0000000180025095e-35 3.1571753025054936 -0.16511735320091245
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.010882331791015706 -0.038162377322596662 0.0064805861552342204 -0.0023480935547162563 -0.01188827055898832 0.017875878648748417 0.042051769368842591 0.006361173459158943
leaf_weight=9418.0081036090851 2088.0863714814186 20157.241056442261 80412.298150584102 11473.673048168421 2895.7798224538565 523.7583019733429 15597.441012814641
leaf_count=38362 9205 82656 332171 47840 11686 2109 63670
internal_value=8.58659e-06 -0.00240314 -0.000578554 -0.0159337 0.00968868 0.0215788 0.00806333
internal_weight=142566 114131 100570 13561.8 28435 3419.54 25015.4
internal_count=587699 471872 414827 57045 115827 13795 102032

Tree=9
num_cat=0
split_feature=48 48 7 0 6 7 7
split_gain=2440.31 863.152 503.268 440.771 503.042 288.542 24.3145
threshold=-1.4875389337539671 -0.34191577136516565 -0.0097913797944784147 -0.0015730941086076198 6.0537413446581929e-05 -0.04316392354667186 -0.016868890263140198
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.0043853012457267821 0.006226810792831273 0.0088328964083932929 -0.0064745845610566909 -0.039486269265071351 -0.016259141188148297 0.0027124702255769892 -0.0072035985009989666
leaf_weight=439.33257511258125 7901.2419986873865 19837.884924396873 31509.207471504807 3395.0699422806501 4254.0168557018042 72983.082454100251 2214.8310828357935
leaf_count=1809 32423 80944 130679 14858 18009 299719 9258
internal_value=7.91019e-06 0.00165151 -0.00392813 -0.0210859 -0.0265686 0.00402054 -0.00528534
internal_weight=142535 132231 39410.4 10303.3 7649.09 92821 2654.16
internal_count=587699 543765 163102 43934 32867 380663 11067

Tree=10
num_cat=0
split_feature=48 47 8 8 7 1 13
split_gain=2310.61 813.235 362.477 530.146 358.758 266.604 47.9896
threshold=-0.72379013895988453 -1.256108224391937 -0.020395196042954918 0.056312030181288726 0.046553775668144233 -0.0026376470923423763 0.022074085660278801
leaf_value=-0.0097999889801184074 0.0091494432556952256 -0.0090623666879927709 -0.0007720022002311776 0.0070235310710845883 0.0057517986321665498 -0.029134038331209495 0.0054051450330069271
leaf_weight=1990.1631400883198 16277.566448807716 20611.266502022743 56725.030136942863 25655.374607533216 3943.7350173145533 5265.2642937153578 12072.432257428765
leaf_count=8397 66320 85914 233518 105067 16299 23006 49357
internal_value=9.52577e-05 -0.0105942 0.0031661 0.00165573 -0.00668309 -0.0238307 0.00755499
internal_weight=142541 31810.4 110730 82380.4 24555 7255.43 28350
internal_count=587878 133616 454262 338585 102213 31403 115677

Tree=11
num_cat=0
split_feature=48 6 6 28 17 44 28
split_gain=2111.64 766.881 1398.75 570.702 423.657 245.211 145.062
threshold=-0.72379013895988453 1.0000000180025095e-35 6.0543263316503733e-05 -0.031506778672337525 -0.9409729242324828 3.7914838790893559 -0.081908166408538804
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.012492859702387943 0.0072552410779838728 -0.031615518248603744 -0.0069572327073076524 -0.024035954508916026 0.0016552590004773075 0.0205476572405962 -0.0024854039989178757
leaf_weight=1526.7410131543875 22245.860550895333 6973.4765559285879 14032.409346953034 1320.2118025720119 83996.202810779214 3216.6959792822599 9195.5339761376381
leaf_count=6243 90475 30333 58786 5439 345406 12942 38254
internal_value=9.06586e-05 -0.0101449 -0.0151432 0.00302221 0.00125771 0.00893448 -0.000352654
internal_weight=142507 31728.2 21005.9 110779 85316.4 25462.6 10722.3
internal_count=587878 133616 89119 454262 350845 103417 44497

Tree=12
num_cat=0
split_feature=48 28 28 0 6 38 7
split_gain=1937.6 869.316 688.449 395.71 458.073 320.163 34.3865
threshold=-1.4875389337539671 -0.014725709334015845 0.021683344617486004 -0.0015730941086076198 6.0536020100698813e-05 1.0000000180025095e-35 -0.022537890821695324
leaf_value=0.0084834201830399011 0.0059931345474937905 -0.0037007787136617795 0.0041922284400394425 -0.037397723240380897 -0.014852163253971006 0.019856518006116378 -0.0059619928982136616
leaf_weight=391.95010153949261 33199.635034710169 59427.797921001911 35893.042682349682 3085.2436874806881 4467.2099034786224 3754.8451558947563 2245.2711909562349
leaf_count=1615 135369 245865 147428 13922 19139 15118 9422
internal_value=8.62015e-05 0.00154277 -0.000728669 -0.018822 -0.0240622 0.00740176 -0.00381508
internal_weight=142465 132275 95320.8 10189.7 7552.45 36954.5 2637.22
internal_count=587878 543780 393293 44098 33061 150487 11037

Tree=13
num_cat=0
split_feature=28 6 28 28 44 28 21
split_gain=1200.5 1512.49 1438.05 412.857 386.025 133.507 63.5176
threshold=-0.0066494713537394992 6.0548378314706504e-05 0.002070527989417315 0.038959616795182235 3.7914838790893559 -0.16511735320091245 3.1571753025054936
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.0094170462365972957 -0.00077154255980171546 -0.0021414203215792725 -0.021034640234075846 0.0050609116378299811 0.016897610784287934 0.0033638276029584117 0.033089080156889467
leaf_weight=9400.7640426456928 13365.189210772514 38438.758469432592 15111.137332394719 27753.31640842557 3486.7439437806606 34295.93215110898 570.96195904910564
leaf_count=38129 55316 158994 64672 113900 14053 140522 2292
internal_value=8.1993e-05 -0.00285233 -0.0115243 0.000878406 0.005899 0.0046661 0.0191759
internal_weight=142423 94668.4 28476.3 66192.1 47754.4 43696.7 4057.71
internal_count=587878 392882 119988 272894 194996 178651 16345

Tree=14
num_cat=0
split_feature=48 47 0 28 17 17 7
split_gain=1730.58 634.753 465.752 426.82 399.384 167.461 140.303
threshold=-0.72379013895988453 -0.5827713906764983 -0.0015730941086076198 -0.031506778672337525 -0.9409729242324828 -0.9409729242324828 -0.029099613428115841
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.0026178567810042925 0.03178821801827255 0.007272195366735585 -0.01991437368348721 -0.023396651489423867 0.0015820032191759194 0.0072746074012514979 -0.0045009484395505594
leaf_weight=4269.6985151022673 577.37870809435844 2441.7570584863424 12048.993343040347 1316.530177205801 84011.189010486007 24948.165203526616 12768.541747882962
leaf_count=17803 2311 10032 52444 5439 345406 101106 53337
internal_value=7.80033e-05 -0.0092245 -0.0153888 0.00272383 0.0011966 0.0078291 -0.00261097
internal_weight=142382 31529 16318.7 110853 85327.7 25525.5 15210.3
internal_count=587878 133616 70247 454262 350845 103417 63369

Tree=15
num_cat=0
split_feature=48 28 28 1 44 7 8
split_gain=1613.17 645.25 530.598 305.303 234.539 229.312 46.3019
threshold=-1.4875389337539671 -0.014725709334015845 0.021683344617486004 -0.0026376470923423763 3.7914838790893559 0.063237678259611144 -0.08085808157920836
left_child=3 4 -3 6 -2 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.012379302770927136 0.0050393242198285594 -0.0033637274377401188 0.0035716831195571983 -0.025351776982904643 0.016811581898951461 0.012044045164531458 -0.0083153629579668653
leaf_weight=234.16696383059025 33217.264364957809 59216.439394280314 35868.795911610126 6114.8176171928644 3821.3050421476364 351.11809927225113 3364.8424174338579
leaf_count=968 135166 245447 147167 27295 15345 1488 14365
internal_value=-0.000107708 0.00121521 -0.000747498 -0.0174739 0.00625388 -0.0233211 -0.00696888
internal_weight=142189 132124 95085.2 10064.9 37038.6 6465.94 3599.01
internal_count=587241 543125 392614 44116 150511 28783 15333

Tree=16
num_cat=0
split_feature=48 28 28 0 8 44 28
split_gain=1479.24 588.058 485.828 294.148 216.657 213.699 30.0087
threshold=-1.4875389337539671 -0.014725709334015845 0.044069897383451469 -0.0015730941086076198 0.062427941709756858 3.7914838790893559 -0.098372090607881532
leaf_value=0.013208508580424791 0.0048094076155475816 -0.0027062136595260352 0.0044804499569673405 -0.023200587317863328 0.012084512192430601 0.016042145693148623 -0.0052848899777163316
leaf_weight=191.47116328775883 33238.493659108877 68714.966159909964 26353.478200376034 6981.0898800641298 371.11527891457081 3824.3088320493698 2466.8909816741943
leaf_count=787 135166 284649 107965 31373 1577 15345 10379
internal_value=-0.000103159 0.0011604 -0.000714032 -0.0167812 -0.0214195 0.00596845 -0.00395288
internal_weight=142142 132131 95068.4 10010.6 7352.21 37062.8 2658.36
internal_count=587241 543125 392614 44116 32950 150511 11166

Tree=17
num_cat=0
split_gain=1356.46 539.525 537.308 275.43 247.092 198.552 40.9166
threshold=-1.4875389337539671 -0.0094470065087079984 0.021683344617486004 -0.0026376470923423763 3.7914838790893559 0.063237678259611144 -0.08085808157920836
leaf_value=0.012049755658167108 0.0040834132345072289 -0.0038711988307514409 0.0032920021826975563 -0.023646089412095391 0.015728222405629697 0.011090061061112976 -0.0074006971211931062
leaf_weight=234.35142162442207 40376.280466079712 51797.508314609528 35902.484967902303 6023.5457860529423 4061.0699669867754 352.7368331104517 3345.6351038068533
leaf_count=968 164565 215083 147167 27295 16310 1488 14365
internal_value=-9.87977e-05 0.00110808 -0.000938739 -0.0161162 0.00514762 -0.0217245 -0.00612744
internal_weight=142094 132137 87700 9956.27 44437.4 6376.28 3579.99
internal_count=587241 543125 362250 44116 180875 28783 15333

Tree=18
num_cat=0
split_feature=48 7 7 7 7 20 7
split_gain=1266.53 573.12 720.859 258.657 416.095 56.5686 53.6577
threshold=-0.72379013895988453 0.00065479933982715021 0.038121983408927924 -0.0067669991403818122 0.063237678259611144 -0.02252145484089851 -0.069568380713462816
leaf_value=0.0094997292021336902 0.0078670843287513802 -0.015158877023564429 0.0032304508183307657 -0.0014788238271741115 0.0056997078173403387 0.0040459856850547857 0.00087334496171418482
leaf_weight=2387.5471843779087 12360.213373661041 19585.559744089842 5536.9523073732853 53361.252194613218 23574.941632017493 21479.527316182852 3759.137688100338
leaf_count=9815 50272 84963 23104 219712 96215 87466 15694
internal_value=-9.46254e-05 -0.00809244 -0.0111059 0.00216295 0.000720836 0.00544167 0.00422408
internal_weight=142045 31269.2 25122.5 110776 76936.2 33839.7 6146.68
internal_count=587241 133576 108067 453665 315927 137738 25509

Tree=19
num_cat=0
split_feature=48 48 8 0 6 8 14
split_gain=1171.18 481.954 326.275 261.123 369.687 153.636 20.8602
threshold=-1.4875389337539671 -0.34191577136516565 -0.00074389882502146054 -0.0015730941086076198 6.0526574088726199e-05 -0.01618042308837175 -0.62155407667160023
leaf_value=0.024625911923501838 0.004050228790615092 0.0057206929518042477 -0.0055016722846191477 -0.036687853985011759 -0.013453726674381198 0.0016481394295474374 -0.0035239237675240179
leaf_weight=54.428652837872505 9590.7963176965714 26064.414626196027 29563.053616687655 1871.7614139169455 5352.1698573082685 66915.18082344532 2589.0993455797434
leaf_count=228 39384 105933 123495 9051 23899 274313 10938
internal_value=-9.06348e-05 0.00102617 -0.00316192 -0.0150455 -0.0194738 0.00278977 -0.00294434
internal_weight=142001 132133 39153.8 9867.46 7223.93 92979.6 2643.53
internal_count=587241 543125 162879 44116 32950 380246 11166

Tree=20
num_cat=0
split_feature=48 18 7 28 17 38 28
split_gain=1059.62 540.209 332.682 282.346 359.57 231.316 149.122
threshold=-0.72379013895988453 -0.020144676789641377 -0.0007832700794097035 -0.0094470065087079984 -0.9409729242324828 1.0000000180025095e-35 0.001858749892562628
leaf_value=-0.0025973884538370668 0.0039642295910429859 0.0044262638900277743 -0.0077574447261801877 -0.02355551838370298 0.00076516169005972723 0.015707098356692827 -0.027545161038489779
leaf_weight=575.79704619944096 35514.779588297009 5736.9900283664465 21721.004858747125 1252.9069026708603 70395.639292493463 3756.1643931716681 3082.9863365143538
leaf_count=2439 144387 23752 92755 5188 289397 15069 14590
internal_value=-3.79102e-05 -0.00737618 -0.00521182 0.00202073 0.00033987 0.0050874 -0.023619
internal_weight=142036 31116.8 27458 110919 71648.5 39270.9 3658.78
internal_count=587577 133536 116507 454041 294585 159456 17029

Tree=21
num_cat=0
split_feature=48 8 8 1 7 0 0
split_gain=982.982 421.3 680.956 274.372 184.526 44.9426 38.3712
threshold=-1.4875389337539671 -0.0089428424835205061 0.056312030181288726 -0.0026376470923423763 0.058538999408483512 0.0028997963527217512 -0.0027339300140738483
leaf_value=0.0013877427987902095 0.0060141094635806054 -0.0030901964761026386 0.0051923676860076299 -0.021522472008533244 0.010460374126479986 0.0024402133176965124 -0.0080729477946603432
leaf_weight=1592.264312595129 27073.760564774275 66763.300301015377 28759.73874168098 5830.7636667639017 389.7157271951437 9670.2369020581245 1908.8844751268625
leaf_count=6698 110085 276686 117461 27104 1652 39455 8436
internal_value=-3.64474e-05 0.000978637 -0.000596511 -0.0138471 -0.0195187 0.00507354 -0.00377038
internal_weight=141989 132267 95523 9721.63 6220.48 36744 3501.15
internal_count=587577 543687 394147 43890 28756 149540 15134

Tree=22
num_cat=0
split_feature=18 28 6 38 13 6 21
split_gain=782.749 551.046 854.028 268.723 125.339 75.2289 27.8337
threshold=-0.020662431605160233 -0.0035241957521066065 6.0548003602889373e-05 1.0000000180025095e-35 0.0087414816953241842 6.0537413446581929e-05 -0.19621699303388593
leaf_value=-0.0095357237919021717 0.0031815628047557822 -0.0094820538348782263 0.00081159168706740228 0.015209271728104596 -0.034459477145834923 -0.017354772735442624 0.015031932046056906
leaf_weight=396.33804044127464 47293.536981031299 21670.896610915661 66119.085139200091 4086.5608417987823 1441.8012548834085 815.02594816684723 122.1674642264843
leaf_count=1731 193074 92082 272806 16405 7307 3657 515
internal_value=-3.5036e-05 0.000436862 -0.00172939 0.0041382 -0.0236985 -0.0282823 -0.00374723
internal_weight=141945 139170 87790 51380.1 2775.33 2256.83 518.506
internal_count=587577 574367 364888 209479 13210 10964 2246

Tree=23
num_cat=0
split_feature=18 28 6 38 1 6 2
split_gain=721.37 502.466 780.842 245.013 123.874 62.087 13.3054
threshold=-0.020662431605160233 -0.0035241957521066065 6.0548003602889373e-05 1.0000000180025095e-35 -0.0026376470923423763 6.0534348449436954e-05 -0.0039064278826117507
leaf_value=0.0073516537532165756 0.0030370623403950334 -0.0090757231837975613 0.00077496138814173382 0.014519978056912228 -0.033710472464383398 -0.018420266419289569 -0.0080525106857916931
leaf_weight=167.48607966303825 47313.77380271256 21623.391753450036 66128.147704571486 4087.8998264074326 1320.3695417642593 907.31095673143864 352.57835900783539
leaf_count=704 193074 92082 272806 16405 6810 4150 1546
internal_value=-3.36932e-05 0.000417166 -0.00165241 0.00395028 -0.0228664 -0.0274829 -0.00309162
internal_weight=141901 139153 87751.5 51401.7 2747.74 2227.68 520.064
internal_count=587577 574367 364888 209479 13210 10960 2250

Tree=24
num_cat=0
split_feature=48 47 7 28 17 17 1
split_gain=835.203 429.366 227.96 212.225 338.412 169.956 158.559
threshold=-0.72379013895988453 -1.256108224391937 0.046553775668144233 -0.053686596453189843 -0.89923131465911854 -0.9409729242324828 -0.0026376470923423763
leaf_value=-0.0057116923912652858 0.031226778559186635 -0.0057009641593988511 0.006136632370131353 -0.019680342688629827 0.0011960170381061527 0.0051650192159639827 -0.020984628691904001
leaf_weight=1927.774416744709 519.17219416797161 20229.104784697294 3935.060641631484 1601.0907574594021 87734.047593861818 21096.786127537489 4813.3296763747931
leaf_count=8388 2082 85934 16302 6636 360206 85117 22912
internal_value=-3.23947e-05 -0.00657474 -0.00377325 0.00178997 0.000821865 0.00579097 -0.016617
internal_weight=141856 30905.3 24164.2 110951 89335.1 21616 6741.1
internal_count=587577 133536 102236 454041 366842 87199 31300

Tree=25
num_cat=0
split_feature=48 7 7 0 7 17 28
split_gain=786.665 321.97 451.396 306.428 294.697 62.7119 53.1516
threshold=-1.1056645214557645 -0.0007832700794097035 0.049564968794584281 -0.0015730941086076198 0.036901134997606284 -0.8667066991329192 -0.031506778672337525
leaf_value=0.0080721809578263599 -0.0068804462289970463 -0.0028969016115904783 0.003966552641090167 -0.015742115154330077 0.0036944144169609562 0.0047902163803948978 -0.002479098551955339
leaf_weight=1241.6115683317184 955.05019223690033 53067.770712167025 30589.280720636249 10516.982773169875 1858.8602903336287 39245.06823708117 4367.8118803650141
leaf_count=5103 3914 219619 124754 48170 7993 159632 18526
internal_value=-7.38481e-05 0.00120318 -0.000387273 -0.00886825 -0.0128227 0.00451295 -0.000143637
internal_weight=141842 123857 83657.1 17985.3 12375.8 40200.1 5609.42
internal_count=587711 507919 344373 79792 56163 163546 23629

Tree=26
num_cat=0
split_feature=48 7 7 7 7 28 8
split_gain=722.848 400.57 559.641 214.65 226.22 26.4169 26.1055
threshold=-0.72379013895988453 0.0020101865520700817 0.04009512439370156 -0.04316392354667186 0.063237678259611144 -0.1656784117221832 -0.042578663676977151
leaf_value=0.0068927196693082888 0.0088574229581084903 -0.012334691304529138 0.0042834110166231334 -0.00075792900699417571 0.0043848413094546065 0.0048193723772035494 0.0011211572446052469
leaf_weight=3052.3345652967691 3979.3084630817175 19224.760833024979 5217.3375953584909 64676.277336299419 23655.669694185257 18686.26876321435 3305.6514772027731
leaf_count=12542 15997 85398 21780 265965 96295 75843 13891
internal_value=-7.07319e-05 -0.00617006 -0.00878744 0.00162174 0.000619327 0.00552832 0.00389196
internal_weight=141798 30800.1 24442.1 110998 88331.9 22665.6 6357.99
internal_count=587711 133611 107178 454100 362260 91840 26433

Tree=27
num_cat=0
split_feature=48 9 9 14 9 17 22
split_gain=681.362 416.556 694.8 168.133 130.646 46.0995 31.6551
threshold=-1.8694132566452024 -0.025031700730323788 0.034104272723197944 0.0074464594945311555 0.011844579596072437 -0.8667066991329192 0.72749951481819164
leaf_value=-0.0092696951327413003 -0.0057488966886107993 -0.0036324499534222034 0.0042548831031670653 -0.02754154071152444 0.001642586042669734 0.004924619892946386 0.0059000979000189508
leaf_weight=1611.443026855588 839.01025892794132 66894.704061374068 34168.50702393055 2455.0310080945492 355.61097989976406 35091.468741491437 336.76701493561268
leaf_count=7399 3447 279258 139370 12157 1587 143022 1471
internal_value=-6.77359e-05 0.000513747 -0.000965818 -0.016807 -0.0238491 0.00467538 -0.00664745
internal_weight=141753 136994 101063 4758.85 2810.64 35930.5 1948.21
internal_count=587711 565097 418628 22614 13744 146469 8870

Tree=28
num_cat=0
split_feature=48 9 9 1 8 17 8
split_gain=628.4 330.062 579.136 221.175 151.832 41.6096 29.3272
threshold=-1.4875389337539671 -0.021324904635548588 0.034104272723197944 -0.0026376470923423763 0.067799687385559096 -0.9409729242324828 0.047026967629790313
leaf_value=-0.0033620397051898916 -0.0064221020599886484 -0.0033196184482337265 0.0040287684291003883 -0.018132319348725532 0.013579932927526069 0.004501762641301056 0.012464531781524957
leaf_weight=3228.5974342077971 719.81124746799469 60532.532332330942 33870.127859547734 5717.2904680222273 322.99960397183895 37066.067017912865 255.88571445643902
leaf_count=14145 2961 251560 138031 27560 1360 151013 1081
internal_value=-6.48963e-05 0.000739474 -0.000683138 -0.0112283 -0.0164365 0.00429367 -0.0021998
internal_weight=141713 132189 94402.7 9524.77 6040.29 37785.9 3484.48
internal_count=587711 543565 389591 44146 28920 153974 15226

Tree=29
num_cat=0
split_feature=48 7 7 14 7 13 22
split_gain=586.414 371.55 506.398 153.112 109.519 44.3728 28.6181
threshold=-1.8694132566452024 -0.0058368276804685584 0.040770240128040321 0.0074464594945311555 0.035750485956668861 0.021315465681254867 0.72749951481819164
leaf_value=-0.008498318819950515 0.0053181292773710432 -0.0035912538112740752 0.0030640707861917743 -0.02595733937387015 0.0006563851749125147 0.0021881919868025298 0.0059370958604139309
leaf_weight=1600.5598125606775 24853.544559702277 59806.142767325044 37774.141359314322 2403.4483976811171 360.01667277514935 14536.990648150444 336.58696925640106
leaf_count=7399 100884 250680 154308 12143 1601 59225 1471
internal_value=-6.21638e-05 0.000474172 -0.00101492 -0.0156904 -0.0224902 0.00416303 -0.00599011
internal_weight=141671 136971 97580.3 4700.61 2763.47 39390.5 1937.15
internal_count=587711 565097 404988 22614 13744 160109 8870

Tree=30
num_cat=0
split_feature=48 28 6 44 14 9 23
split_gain=556.071 357.237 485.216 174.551 139.686 119.249 25.2288
threshold=-1.8694132566452024 -0.0035241957521066065 6.0548378314706504e-05 3.7914838790893559 0.0074464594945311555 0.011132972780615093 -0.00079033125075511624
leaf_value=-0.0077980670762765204 0.0027523545564973767 -0.0071848771709990648 0.00069598243584339376 0.012423352192488194 -0.025663975456413132 0.0011961757841587037 0.0085727171619604213
leaf_weight=1696.7232003360987 46939.41255491972 20908.763220995665 65005.208238184452 4110.1747801154852 2339.2476718574762 390.59250627458096 214.75371427834034
leaf_count=7802 191313 89376 267922 16501 11952 1766 972
internal_value=3.04674e-05 0.000549574 -0.00122197 0.003531 -0.0152882 -0.0218208 -0.00595882
internal_weight=141605 136964 85914 51049.6 4641.32 2729.84 1911.48
internal_count=587604 565112 357298 207814 22492 13718 8774

Tree=31
num_cat=0
split_feature=48 47 9 2 28 17 21
split_gain=526.154 435.965 201.994 126.077 114.463 266.025 107.197
threshold=-0.34191577136516565 -1.256108224391937 -0.021324904635548588 -0.0032923403196036811 -0.041848139837384217 -0.9409729242324828 3.1571753025054936
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0058813367065264971 0.004366332083941697 0.0049570309669511245 -0.0033856554402577699 -0.017940530730287337 -0.020135710381876521 0.0014926780846365147 0.024624499028172441
leaf_weight=2730.0873327255249 21087.96949480474 7121.95677767694 33617.998507067561 4918.3411258459091 1170.750028192997 70372.111641049385 542.54903361201286
leaf_count=12160 84962 29273 141924 23786 4874 288441 2184
internal_value=2.89392e-05 -0.00377796 -0.00192723 -0.013636 0.002006 0.00113874 0.00487446
internal_weight=141562 48388.4 40740 7648.43 93173.4 71542.9 21630.5
internal_count=587604 207143 171197 35946 380461 293315 87146

Tree=32
num_cat=0
split_feature=48 28 28 38 14 9 23
split_gain=483.15 310.004 437.554 159.76 127.184 110.66 22.9014
threshold=-1.8694132566452024 -0.0035241957521066065 0.021683344617486004 1.0000000180025095e-35 0.0074464594945311555 0.011132972780615093 -0.00079033125075511624
leaf_value=-0.0071929525296442866 0.0025424822909058935 -0.0039047711004974203 0.002593324575481832 0.011814405240701984 -0.024395211881045011 0.0015435042335357929 0.0084023092978095758
leaf_weight=1687.8289776295424 46978.43350379169 49361.298526972532 36500.425992935896 4090.8678651750088 2298.0023738741875 389.51179151237011 214.96330736577511
leaf_count=7802 191385 207893 149405 16429 11952 1766 972
internal_value=2.75051e-05 0.000508912 -0.00114238 0.0032852 -0.0143331 -0.0206358 -0.00543112
internal_weight=141521 136931 85861.7 51069.3 4590.31 2687.51 1902.79

Tree=33
num_cat=0
split_feature=18 48 9 6 34 28 8
split_gain=459.868 318.997 258.248 99.7672 83.9121 50.1511 18.0506
threshold=-0.020662431605160233 -0.34191577136516565 0.020407836884260181 0.66113388538360607 1.5559740066528323 0.000590299750911072 0.031820237636566169
leaf_value=0.001180559661789018 -0.0043681236308767682 0.0025950613838792427 0.0040614071084816902 -0.0012180891897044812 -0.038003079422880698 -0.017771043340069896 -0.011447905537298821
leaf_weight=337.32000038027763 36854.968399941921 75815.468211784959 9195.9655607640743 17012.391648575664 456.58296954631805 1748.0589584410191 58.472778767347336
leaf_count=1440 157433 309372 37987 69569 2557 8959 287
internal_value=2.6132e-05 0.000377197 -0.00268482 0.00189623 -0.0187229 -0.0147055 -0.0349883
internal_weight=141479 138879 46050.9 92827.9 2600.43 2085.38 515.056
internal_count=587604 574361 195420 378941 13243 10399 2844

Tree=34
num_cat=0
split_feature=12 8 8 28 4 28 23
split_gain=438.558 291.034 426.884 144.622 63.7669 33.518 14.0184
threshold=-0.28232361376285547 -0.014864472672343252 0.057788373902440078 0.00089833911624737095 -0.0051579053979367009 -0.24878120422363278 -0.0062850043177604667
leaf_value=-0.036182626024280427 0.0081287204142419349 -0.0025639476197068197 0.0038972759360208528 -0.011089238300370761 -0.024942747947626697 0.0035370387280598565 -0.00028816144475165959
leaf_weight=22.475544437766075 3589.4517690986395 73813.580044850707 28779.879761233926 1057.6022643297911 1849.3186552524567 31217.004584610462 1118.2306391894817
leaf_count=93 14417 310433 117215 4913 8952 126874 4707
internal_value=2.48278e-05 0.000454894 -0.000751422 -0.0145741 -0.0199025 0.00401056 -0.000995397
internal_weight=141448 137400 102593 4047.63 2906.92 34806.5 1140.71
internal_count=587604 568939 427648 18665 13865 141291 4800

Tree=35
num_cat=0
split_feature=48 47 7 34 17 6 37
split_gain=460.612 374.668 193.043 128.624 112.701 143.918 99.0484
threshold=-0.34191577136516565 -1.256108224391937 0.00065479933982715021 1.5559740066528323 -0.6948779523372649 1.0000000180025095e-35 0.18183939158916476
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.010522623809323716 0.0035491176653032835 0.0035473519687681341 -0.0036002697904202953 -0.028404426672919085 0.0020796510581247854 -0.0069650843783535324 0.0086686921986072127
leaf_weight=6606.1338615566492 4637.872657507658 10222.6223847121 30424.337146028876 929.12570835649967 77593.245613366365 6108.3642769157887 4912.3293629735708
leaf_count=31002 18885 41987 129162 4906 316675 25195 19870
internal_value=6.14258e-05 -0.00351121 -0.00180266 -0.0127275 0.00190737 -0.00242735 0.00247196
internal_weight=141434 48182.2 40647 7535.26 93251.8 10746.2 82505.6
internal_count=587682 207057 171149 35908 380625 44080 336545

Tree=36
num_cat=0
split_feature=48 34 47 7 17 28 44
split_gain=420.42 353.56 255.301 124.583 102.769 163.832 91.6293
threshold=-0.34191577136516565 1.5559740066528323 -0.5827713906764983 0.032241487875580795 -0.6948779523372649 -0.27692525088787073 3.7914838790893559
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0066791897535652175 0.019584809180143142 -0.029520196881034352 0.00015320508368132842 -0.0042348120124755303 0.001961037469063526 -0.0037295951781268059 0.0079951255164804544
leaf_weight=18413.710009753704 649.63638706505299 1372.0621269345284 27786.483846738935 553.87957999110222 77072.76643769443 10091.006594628096 5456.8872267901897
leaf_count=81775 2615 6901 115941 2440 314485 41465 22060
internal_value=5.85444e-05 -0.00335744 -0.00256994 -0.0222484 0.00182114 -0.00231945 0.00236001
internal_weight=141396 48126.1 46200.2 1925.94 93270.3 10740.6 82529.7
internal_count=587682 207057 197716 9341 380625 44080 336545

Tree=37
num_cat=0
split_feature=48 28 28 17 28 44 28
split_gain=383.72 339.534 372.834 93.7118 149.463 83.5179 62.1108
threshold=-0.34191577136516565 0.002070527989417315 0.018866457976400856 -0.6948779523372649 -0.27692525088787073 3.7914838790893559 -0.065159410238265977
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0068306726797743821 0.018707146140809049 -0.0092962641984572943 0.0017941172332859774 0.0018722907695073476 -0.0035638292932248985 0.0076318622115283024 0.00032449008610665233
leaf_weight=3756.4529128372669 649.51197992265224 21514.748485818505 8588.7033673673868 77092.873416438699 10085.291519150138 5459.3194060474634 14214.745259150863
leaf_count=15198 2615 96579 35688 314485 41465 22060 59592
internal_value=5.57952e-05 -0.00321013 -0.00613211 0.00173886 -0.00221632 0.00225318 0.00168445
internal_weight=141362 48074.7 30103.5 93287 10734.8 82552.2 17971.2
internal_count=587682 207057 132267 380625 44080 336545 74790

Tree=38
num_cat=0
split_feature=18 7 7 28 6 17 52
split_gain=378.671 266.4 412.067 101.018 93.9772 48.0736 11.1254
threshold=-0.020464387722313401 -0.0007832700794097035 0.040770240128040321 0.0012222429504618051 6.0522424973896711e-05 -0.8667066991329192 1.1205136775970461
leaf_value=0.0041305995250317988 -0.0065524147770597962 -0.0033166663836722474 0.0027406658396027794 -0.030790180425390511 -0.012903777642614739 0.0035990709916635987 -0.010744488587176686
leaf_weight=541.08365854620934 966.43076781928539 57079.586574554443 37804.354814082384 838.87319839000702 2044.8090382367373 41922.63062684238 125.41790165007114
leaf_count=2287 3982 241237 154328 5041 9847 170426 534
internal_value=5.31962e-05 0.000427117 -0.00090326 -0.0144577 -0.018107 0.00337032 0.0013315
internal_weight=141323 137773 94883.9 3550.18 2883.68 42889.1 666.502
internal_count=587682 569973 395565 17709 14888 174408 2821

Tree=39
num_cat=0
split_feature=18 8 8 28 6 17 19
split_gain=347.843 245.323 392.499 93.5143 89.2874 41.7137 10.4969
threshold=-0.020464387722313401 0.0021074865944683556 0.057788373902440078 0.0012222429504618051 6.0522424973896711e-05 -0.8667066991329192 -0.019620966166257855
leaf_value=0.0022705192724016389 -0.005942794794794864 -0.0028671077041966635 0.0034600073455697822 -0.029940150556868536 -0.012383968850229535 0.0033502326559887688 -0.030633099161685901
leaf_weight=646.40438432991505 1000.448273614049 64207.832513362169 28741.58014549315 824.20793549716473 2034.9896673858166 43812.483801200986 20.248631045222282
leaf_count=2738 4127 270583 116935 5041 9847 178328 83
internal_value=5.06843e-05 0.00040789 -0.000910653 -0.0139061 -0.0174448 0.00314277 0.00127112
internal_weight=141288 137762 92949.4 3525.85 2859.2 44812.9 666.653
internal_count=587682 569973 387518 17709 14888 182455 2821

Tree=40
num_cat=0
split_feature=47 7 7 26 22 16 23
split_gain=328.34 175.232 319.736 152.546 101.01 46.4357 32.3678
threshold=-1.256108224391937 0.0045335292816162118 0.040770240128040321 -2.0629943609237666 -0.58593228459358204 -0.031748890876770013 0.0022488698596134786
leaf_value=-0.023986476173202754 0.0020134390204008287 -0.0028379243229730302 0.0028061391462710582 -0.0074125560586008367 0.0019681446365521164 0.005054230391527843 0.040732140202182548
leaf_weight=1032.7489425688982 28677.204115256667 47256.094163283706 35664.763027861714 9626.81343922019 3064.3580854386091 15757.621181949973 15.8894976824522
leaf_count=6212 116644 198890 145394 42599 12990 64177 92
internal_value=9.85186e-05 0.000811534 -0.000410378 -0.0065105 -0.00514753 0.00309177 -0.0230058
internal_weight=141095 127356 82920.9 13739.8 12691.2 44434.8 1048.64
internal_count=586998 525105 344284 61893 55589 180821 6304

Tree=41
num_cat=0
split_feature=19 28 6 21 1 7 7
split_gain=312.507 226.398 882.534 141.458 100.07 55.5732 22.946
threshold=-0.022945123724639412 0.0020204392494633798 6.0544911320903345e-05 3.1571753025054936 -0.0026376470923423763 0.01313886232674122 0.015566798392683269
leaf_value=0.0066107514173185866 0.0022670623497921777 -0.01497583288355972 0.00051259967664222107 0.020957319241799215 0.00032869894501687393 -0.02037260740770639 -0.0063917770248306952
leaf_weight=384.60753406584263 59016.419057279825 8351.1007430702448 69022.109389930964 831.57110439240932 298.24502702057362 2197.2094667851925 962.97416220605373
leaf_count=1622 241214 38520 285500 3370 1303 11212 4257
internal_value=9.39997e-05 0.000448454 -0.00115911 0.00252676 -0.0125623 -0.0178985 -0.00268078
internal_weight=141064 137221 77373.2 59848 3843.04 2495.45 1347.58
internal_count=586998 568604 324020 244584 18394 12515 5879

Tree=42
num_cat=0
split_feature=12 9 9 14 0 9 33
split_gain=289.694 213.509 406.703 93.794 46.2553 28.1612 12.7679
threshold=-0.28382517397403711 0.047277063131332404 -0.021324904635548588 0.010404509957879783 -0.0015730941086076198 0.19367239624261859 -0.33697441220283503
leaf_value=-0.005743057923818985 0.0032348759008155007 0.0028059957327206857 -0.0025276111943327863 -0.0020054992026924743 -0.022267560855300503 0.0057423823657438743 0.0083935188204979916
leaf_weight=1329.3159249871969 38240.939022049308 18539.991825550795 70573.145494684577 264.70794886350632 1651.9532127678394 10281.528158843517 143.32582654058933
leaf_count=6083 155610 75459 298045 1138 8421 41640 602
internal_value=8.96271e-05 0.000409682 -0.000502479 -0.0129074 -0.0194692 0.0038535 -0.00436721
internal_weight=141025 137636 108814 3389.3 1916.66 28821.5 1472.64
internal_count=586998 570754 453655 16244 9559 117099 6685

Tree=43
num_cat=0
split_feature=47 9 9 6 17 44 7
split_gain=277.31 254.365 323.045 144.1 397.151 161.663 32.9436
threshold=-0.5827713906764983 0.026340442709624771 -0.0046120614279061547 0.48568947613239294 -0.9409729242324828 3.7914838790893559 0.10561951994895936
leaf_value=0.00018905219421700258 0.0017343654465373493 0.0020711605120541945 -0.0091245305612848038 -0.037944609907019991 -0.00071771350337357669 0.0098150907155017449 0.008367091995279281
leaf_weight=13440.358198806643 70561.083627820015 5833.6086720973253 17182.767914533615 593.76751840114594 25623.63865801692 5396.8879259377718 2365.3665640354156
leaf_count=55936 289613 23963 78050 2494 105427 21882 9633
internal_value=8.55246e-05 -0.00315208 -0.00503684 0.00131567 -0.00156082 0.00230851 0.00388751
internal_weight=140997 38822.1 30623.1 102175 26217.4 75958 8198.98
internal_count=586998 167582 133986 419416 107921 311495 33596

Tree=44
num_cat=0
split_feature=47 48 6 17 22 21 12
split_gain=260.716 202.071 171.638 320.727 152.754 98.5156 10.9664
threshold=-1.256108224391937 0.42183295637369161 0.99501240253448497 -0.9409729242324828 -0.53756234049797047 -0.20624444633722303 -0.11434816941618918
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.011941527603083622 0.00016037345955351756 0.0044285063535785003 -0.048111406839731759 -0.0028777974535223469 0.0036975531215359329 -0.00053349892665299824 -9.6791625420937277e-05
leaf_weight=7370.9268517196178 76196.970970392227 2192.9665041565895 324.67899809777737 14202.403085708618 36597.610283434391 1935.3688607215881 2145.205067679286
leaf_count=35461 315139 8978 1376 58848 149742 8692 8762
internal_value=8.15832e-05 -0.00583011 0.000715111 -0.00388876 0.00130806 -0.00956908 0.00219077
internal_weight=140966 13644.5 127322 14527.1 112795 9306.3 4338.17
internal_count=586998 61893 525105 60224 464881 44153 17740

Tree=45
num_cat=0
split_feature=7 7 0 16 16 7 17
split_gain=261.39 380.286 366.555 79.1989 46.2779 67.6246 43.5462
threshold=0.0045335292816162118 0.036901134997606284 -0.0015730941086076198 0.059037040919065482 -0.05880076810717582 -0.053428636863827698 -0.85420712828636158
leaf_value=0.0031506738716949572 0.00077223182927188864 0.0041560244983518627 -0.0069875201338428384 0.00015062990650372351 -0.005572822443238824 -0.0017510517490408257 0.0044666750690473839
leaf_weight=14882.227805376053 20055.990085467696 16859.614286139607 31989.563838660717 24557.706789016724 910.08168692886829 9236.8759056478739 22622.15728032589
leaf_count=60171 83539 68852 140839 100463 3777 38050 92056
internal_value=-5.37356e-05 -0.00143663 -0.00399726 0.00178109 0.00265866 0.00127346 0.00407841
internal_weight=141114 93462.9 52045.6 41417.3 47651.3 24119.1 23532.2
internal_count=587747 393693 224378 169315 194054 98221 95833

Tree=46
num_cat=0
split_feature=19 9 9 34 6 17 34
split_gain=238.968 199.327 341.545 76.8165 38.745 29.9051 9.33717
threshold=-0.023172648623585698 -0.021324904635548588 0.021101565100252632 1.5128636360168459 -0.053738566115498536 -0.41116914153099055 1.568394720554352
left_child=3 5 -3 4 -1 -2 -5
leaf_value=-0.0012111873148627156 0.0014493473800536272 -0.0031190935790582504 0.0022004802196492071 -0.042995887763501425 -0.013868485124313757 0.0040047328967534237 -0.027378233026780979
leaf_weight=696.09160834550858 15644.611160248518 57293.9724842906 42623.995948448777 105.95362819731236 1651.9678286463022 22773.398288071156 288.85406816005707
leaf_count=2989 63756 243819 173860 715 8487 92488 1633
internal_value=-5.1414e-05 0.000209373 -0.000849817 -0.0132042 -0.0101162 0.00296413 -0.0315695
internal_weight=141079 138336 99918 2742.87 2348.06 38418 394.808
internal_count=587747 573923 417679 13824 11476 156244 2348

Tree=47
num_cat=0
split_feature=1 1 9 34 1 37 31
split_gain=246.103 423.075 147.404 145.057 64.9718 70.0374 12.6327
threshold=-0.0026376470923423763 -0.0026260424638167019 0.093192353844642653 1.5559740066528323 -0.076856710016727434 0.36435024440288549 -1.7004297375679014
leaf_value=0.019334888528722404 -0.0089167018817371442 -0.0015597457054604431 0.0038398917261906079 -0.030636547251738068 0.0012834628939887866 0.0075985364699214979 0.0080941376322348803
leaf_weight=222.67133468389511 9572.3254681974649 50957.923986509442 12811.730929970741 665.98174919188023 60809.492362856865 3777.1992158293724 2230.0147045552731
leaf_count=910 43173 212613 51953 3910 250729 15322 9137
internal_value=-4.91992e-05 -0.00183822 -0.000474924 -0.0103295 0.00192578 0.00165278 0.00911465
internal_weight=141047 74008 63769.7 10238.3 67039.4 64586.7 2452.69
internal_count=587747 311649 264566 47083 276098 266051 10047

Tree=48
num_cat=0
split_gain=222.717 346.454 313.924 71.6873 45.5305 64.5524 46.647
threshold=0.007972906809300186 0.036901134997606284 -0.0015730941086076198 0.059037040919065482 -0.05880076810717582 -0.081215556710958467 -0.85420712828636158
leaf_value=0.003232198365464433 0.00061734345990729076 0.0038862125042064956 -0.0068286125646887233 7.6168111763042946e-05 -0.0059895577661448172 -0.0013190839140837811 0.0040332079040219064
leaf_weight=12678.307933807373 18587.849418699741 16868.54517878592 29925.333591744304 24560.15274772048 977.28452381491661 12564.544488787651 24857.383364498615
leaf_count=51205 77486 68852 132574 100463 4065 51764 101338
internal_value=-4.70954e-05 -0.00139477 -0.00397569 0.00162751 0.00232601 0.000966813 0.00365406
internal_weight=141019 89941.9 48513.2 41428.7 51077.5 25242.9 25834.7
internal_count=587747 379375 210060 169315 208372 102969 105403

Tree=49
num_cat=0
split_feature=12 17 28 14 22 0 33
split_gain=210.8 165.06 159.697 110.11 91.7543 37.7582 15.4961
threshold=-0.28232361376285547 -0.49192175269126887 -0.16511735320091245 0.011168861296027901 -0.60126838088035572 -0.0015730941086076198 -0.33697441220283503
left_child=3 2 -2 6 -3 -5 -1
right_child=1 4 -4 5 -6 -7 -8
leaf_value=-0.0041359500451413943 0.0080601663078922643 0.00011193004979999558 -0.0026445564306217602 -0.0022816690221709409 0.0029968663140480852 -0.020266244604755866 0.0083013293503848597
leaf_weight=1658.9747875481844 3019.6464563310146 51609.835824340582 43135.586358636618 274.22225169837475 39342.230221018195 1713.6488172709942 231.12232705950737
leaf_count=7722 12142 214892 180761 1169 161295 8801 965
internal_value=-4.50634e-05 0.000247576 -0.00194421 -0.0103915 0.00135984 -0.0177853 -0.00261511
internal_weight=140985 137107 46155.2 3877.97 90952.1 1987.87 1890.1
internal_count=587747 569090 192903 18657 376187 9970 8687

Tree=50
num_cat=0
split_feature=7 18 7 26 16 7 21
split_gain=1715.31 1349.05 1019.16 160.596 81.0645 39.7768 27.9692
threshold=0.0036188104422762994 -0.021662878803908821 -0.047970408573746674 -2.0342067480087276 0.11914224922657014 0.080022484064102187 3.1765712499618535
leaf_value=-0.043108926502279557 0.008529833080241786 0.0038726143327019302 -0.0058288055536450788 -0.022312896072222435 0.0012400901038437703 0.0060516134756897072 -4.3917944474270265e-06
leaf_weight=1533.2318689227104 32661.32819648087 34442.433210834861 60349.907352283597 1475.7375080883503 5340.9626251459122 9981.7194493710995 796.60450351238251
leaf_count=6782 133730 139332 248775 6331 22195 40542 3254
internal_value=0.000192462 -0.00324545 -0.00230383 -0.0329096 0.00708521 0.00437448 0.00832664
internal_weight=146582 97801.3 94792.3 3008.97 48780.6 15322.7 33457.9
internal_count=600941 401220 388107 13113 199721 62737 136984

Tree=51
num_cat=0
split_feature=7 48 26 7 16 8 7
split_gain=1565.72 1546.31 530.573 494.433 73.0296 37.6961 30.9615
threshold=0.0028210454620420937 -1.0966818332672117 -2.0342067480087276 -0.054442154243588441 0.11914224922657014 0.25430226325988775 0.0093686985783278959
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.042520961549011319 0.0039186354693147695 0.00398896445060163 -0.013450600280434056 -0.0032952849876140091 0.0025193009754462606 0.0071881977680099459 0.0083396100667503074
leaf_weight=1394.4455895572901 3586.6475943177938 29747.891283094883 14403.641033396125 51601.123254984617 10083.676800534129 5364.912499204278 30371.50693166256
leaf_count=6272 14878 120095 61416 211017 41485 21746 124032
internal_value=0.000183559 -0.00313347 -0.0160165 -0.000631564 0.00670575 0.00414069 0.00787267
internal_weight=146554 97147.1 15798.1 81349 49406.7 15448.6 33958.2
internal_count=600941 398800 67688 331112 202141 63231 138910

Tree=52
num_cat=0
split_feature=7 48 7 8 16 7 8
split_gain=1431.48 1461.85 536.027 479.926 68.0366 55.7751 46.2488
threshold=-0.0012666867696680126 -1.0966818332672117 -0.042763769626617425 -0.046065490692853921 0.13911408931016925 0.0093686985783278959 0.036413297057151801
leaf_value=0.0033727690839659144 0.0032877633212323623 0.003553576023766933 -0.019573981342740712 -0.0036120599888069082 -0.00078823073208694305 0.007819913705670381 0.0050049681809945686
leaf_weight=2455.539609760046 6620.1853001564741 32012.745966255665 12844.031544283032 46304.883630931377 3879.7855807840824 32457.648492723703 9939.6811334937811
leaf_count=10209 27472 129313 55585 189340 16182 132428 40412
internal_value=0.000175055 -0.00316847 -0.0158911 -0.000683068 0.00609239 0.00705212 0.00337854
internal_weight=146515 93617.2 15299.6 78317.6 52897.3 39077.8 13819.5
internal_count=600941 384447 65794 318653 216494 159900 56594

Tree=53
num_cat=0
split_feature=7 7 18 7 16 7 8
split_gain=1305.32 1191.59 857.325 129.698 62.4079 63.8784 29.1241
threshold=-0.0012666867696680126 -0.034766532480716698 -0.021662878803908821 -0.091333109885454164 0.28593307733535772 0.0093686985783278959 0.35653953254222875
leaf_value=0.0048990417501604882 0.0025151570237185116 -0.032481398822941113 -0.0063471700059827647 -2.6624615313637845e-05 -0.0007521594899987322 0.0070740375056301489 0.006032292642144524
leaf_weight=21701.087166443467 7381.3621823787689 2685.4025557637215 47552.107660785317 21599.196929857135 3972.4937450736761 39691.11622826755 1891.3206399232149
leaf_count=87579 30657 12010 196977 87881 16337 161847 7653
internal_value=0.00016696 -0.0030288 -0.00774415 0.002442 0.00581383 0.00635917 0.0014361
internal_weight=146474 93537.8 50237.5 43300.3 52936.3 47072.5 5863.81
internal_count=600941 384447 208987 175460 216494 192504 23990

Tree=54
num_cat=0
split_feature=48 7 7 7 26 16 28
split_gain=1203.24 875.199 608.443 304.974 189.623 57.8454 41.9709
threshold=-1.8500662446022031 0.0084308767691254633 -0.047970408573746674 -0.0068503492511808864 -1.8105865120887754 0.10897219553589822 -0.00018785274733090771
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.042818813032998115 0.0033192059115081688 0.0072837319880723287 -0.004158434312449345 -0.0027786916661767984 -0.020588657323139286 0.0039082737143126874 0.019058927562977779
leaf_weight=1003.8647683858871 34277.438471004367 29434.815536499023 61696.456874683499 517.27176807820797 3438.5717906504869 15799.037619844079 271.90621381998062
leaf_count=4678 138497 119837 254795 2297 15197 64406 1234
internal_value=0.00015925 0.000944392 -0.00148777 -0.0210327 -0.025612 0.00610477 0.00474532
internal_weight=146439 141208 95973.9 5231.61 4442.44 45233.9 789.178
internal_count=600941 577535 393292 23406 19875 184243 3531

Tree=55
num_cat=0
split_feature=18 7 7 26 16 6 7
split_gain=1142.82 931.968 774.149 137.093 67.3368 60.1471 53.0151
threshold=-0.021774982102215287 -0.0018599375034682451 -0.034766532480716698 -2.0342067480087276 0.031306115910410888 -0.0040526397060602895 -0.0047437122557312241
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=-0.046665054302006903 0.0021910655572261648 0.0076414073412412725 -0.006147501114169146 -0.021960704010254545 0.0042247029759674825 -0.028487244824571909 0.0046477583627933319
leaf_weight=822.92150966823101 43119.319558233023 17231.504026502371 47253.187165081501 890.43096959590912 36259.088514760137 667.65541698038578 182.75030174851418
leaf_count=3887 174645 70345 196246 3919 148154 3079 783
internal_value=8.68598e-05 0.000617567 -0.00216893 -0.0296933 0.00532536 -0.0385229 -0.0174296
internal_weight=146427 143863 90372.5 2563.76 53490.6 1490.58 1073.18
internal_count=601058 589390 370891 11668 218499 6966 4702

Tree=56
num_cat=0
split_feature=18 48 9 9 26 6 26
split_gain=1054.06 481.636 291.285 239.603 129.839 57.6763 50.5844
threshold=-0.021774982102215287 -1.0966818332672117 0.0090867588296532648 0.039212847128510482 -2.0342067480087276 -0.0040526397060602895 -0.49479001760482783
leaf_value=-0.045424223528158052 -0.0091587406144325867 0.00041240908945676603 0.0063400468473287942 0.0049196765848290892 -0.0089424211922237099 -0.027497488519728736 -0.029047645092207516
leaf_weight=807.70768409967422 14211.266599491239 94742.149287626147 2968.4588490277529 31932.921417832375 653.83536159992218 660.72235122323036 413.78119856119156
leaf_count=3887 61252 386423 12530 129185 2844 3079 1858
internal_value=8.27312e-05 0.000589727 -0.00648073 0.00154862 -0.0286761 -0.0373581 -0.0167347
internal_weight=146391 143855 17179.7 126675 2536.05 1468.43 1067.62
internal_count=601058 589390 73782 515608 11668 6966 4702

Tree=57
num_cat=0
split_feature=7 48 7 7 16 7 28
split_gain=1009.83 1069.83 463.832 321.071 61.4789 52.4582 40.4211
threshold=-0.0018599375034682451 -1.0966818332672117 -0.043742453679442399 -0.051636399701237672 0.031306115910410888 0.011318540200591089 0.32551038265228277
leaf_value=0.0044620321389859567 0.0076968033955597129 0.0029254139171448722 -0.017200143819557173 -0.0029902061428087484 -0.00044002138165911915 0.0046014996142168252 -0.0020258927315153271
leaf_weight=2378.6219766885042 16482.925168603659 30811.731266647577 12628.910548865795 46797.696087360382 4818.271881043911 31520.906682685018 913.8939561098814
leaf_count=9885 67283 124239 55693 191859 20119 128281 3699
internal_value=7.88122e-05 -0.00276843 -0.0137668 -0.000641645 0.00498619 0.00393304 0.00718605
internal_weight=146353 92617 15007.5 77609.4 53736 36339.2 17396.8
internal_count=601058 381676 65578 316098 219382 148400 70982

Tree=58
num_cat=0
split_feature=18 7 7 26 26 29 19
split_gain=938.24 752.262 634.41 120.955 45.5915 45.0785 34.5949
threshold=-0.021774982102215287 -0.0018599375034682451 -0.034766532480716698 -2.0342067480087276 -0.49479001760482783 0.046876452863216407 -0.020419265143573281
leaf_value=-0.043925609950097942 0.0019859230159487793 0.0054204593017829969 -0.0055672664336115698 -0.0083472626907880789 -0.027535235678005948 0.0021361100464595468 -0.029795965667266194
leaf_weight=608.79300104081631 43131.363492533565 43027.601630225778 47117.662940725684 651.02845315635204 407.84518066048622 10534.273287311196 828.3078256547451
leaf_count=2964 174645 175585 196246 2844 1858 42914 4002
internal_value=7.50782e-05 0.000549824 -0.00195748 -0.0272784 -0.0157379 0.00477451 -0.0357816
internal_weight=146307 143811 90249 2495.97 1058.87 53561.9 1437.1
internal_count=601058 589390 370891 11668 4702 218499 6966

Tree=59
num_cat=0
split_feature=48 7 7 7 0 16 6
split_gain=859.095 496.638 478.789 361.171 307.297 55.5582 26.4031
threshold=-1.4733740687370298 -0.0006407120672520249 0.0020526422886177902 -0.054442154243588441 -0.0022257192758843298 0.031306115910410888 -0.0040526154916733495
left_child=1 4 3 -2 -1 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.0018567445622976917 0.0029313234827169493 0.0039882652180507428 0.006822202076903241 -0.0031268432581779298 -0.021640717671449549 0.0035547130524275546 0.015502676810952533
leaf_weight=2103.8210470825434 30848.953363642097 736.2297627478838 15368.538399785757 56288.637808129191 6507.7106563001871 33523.832755580544 891.70053613185883
leaf_count=8970 124408 3175 62446 232011 29836 136316 3896
internal_value=7.15094e-05 -0.0124985 0.0010177 -0.000982096 -0.0168074 0.0045818 0.0102953
internal_weight=146269 10239.5 136030 87137.6 8611.53 48892.4 1627.93
internal_count=601058 45877 555181 356419 38806 198762 7071

Tree=60
num_cat=0
split_feature=48 8 8 7 1 16 23
split_gain=884.245 552.673 529.173 250.277 166.645 51.0617 32.4282
threshold=-1.8500662446022031 0.0026881090598180894 -0.035551760345697396 -0.0077966444659978143 -0.0037740134866908188 0.034515464678406722 -0.0017185006872750817
leaf_value=-0.0090170545276396681 0.0023524160836559207 0.0063945950653047003 -0.004521278253499795 -0.0028197834059076905 -0.028681096732501559 0.0034041802775615225 0.015512136671037685
leaf_weight=1233.4677701890469 41650.495568871498 18286.168417528272 49794.576848894358 521.50360727310181 2983.8986822068691 31447.35817040503 312.49150265753269
leaf_count=5391 168597 74391 206738 2339 14189 128000 1407
internal_value=2.39515e-05 0.000685864 -0.00139052 -0.0184756 -0.0229299 0.0045037 0.00404904
internal_weight=146230 141179 91445.1 5051.36 4217.37 49733.5 833.995
internal_count=601052 577726 375335 23326 19580 202391 3746

Tree=61
num_cat=0
split_feature=48 7 48 7 6 16 28
split_gain=812.376 494.359 457.223 231.583 163.186 50.3752 40.6563
threshold=-1.8500662446022031 1.0000000180025095e-35 -0.3432974219322204 -0.0077966444659978143 -0.02646295819431543 0.13911408931016925 -0.00018785274733090771
leaf_value=-0.0041294476895197526 -0.0056434775427845014 0.0050059063337885715 0.0010493865614037651 -0.003300422322476142 -0.026495281778938569 0.0018053655844807548 0.017627925021323737
leaf_weight=822.36249577999115 32323.5956363976 38028.200919300318 57328.19069622457 549.28584830462933 3358.2732056379318 13491.606255173683 285.75352284312248
leaf_count=3566 135295 154651 232820 2465 16014 54960 1281
internal_value=2.26758e-05 0.000654982 -0.0013637 -0.0177743 -0.0220958 0.00416777 0.00386133
internal_weight=146187 141172 89651.8 5015.68 4180.64 51519.8 835.039
internal_count=601052 577726 368115 23326 19580 209611 3746

Tree=62
num_cat=0
split_feature=18 8 8 28 6 16 50
split_gain=777.636 542.661 568.795 78.9715 73.0821 45.9855 8.67278
threshold=-0.021919250488281247 0.0026881090598180894 -0.035551760345697396 -0.0046797869727015487 -0.0040526397060602895 0.034515464678406722 -0.053423069417476647
leaf_value=-0.0060502927073822869 0.0022721074982405766 0.0059683264972556979 -0.0047662242686552338 -0.04026965971918342 -0.022078092592535039 0.0031406662708988171 0.021266608202010779
leaf_weight=38.758447095751762 42055.225703656673 18364.752542972565 52000.158910900354 860.2229561060667 931.37916786968708 31835.575255766511 59.921583950519562
leaf_count=167 170337 74667 217186 4409 4438 129588 260
internal_value=2.14662e-05 0.000397221 -0.00161916 -0.028654 -0.0308126 0.00417511 0.0105374
internal_weight=146146 144256 94055.4 1890.28 1791.6 50200.3 98.68
internal_count=601052 591778 387523 9274 8847 204255 427

Tree=63
num_cat=0
split_feature=18 8 8 28 6 16 6
split_gain=718.729 496.363 586.328 73.6674 70.6203 53.1967 6.98361
threshold=-0.021919250488281247 -0.0024269040441140528 -0.033541141077876084 -0.0043659892398864022 -0.0040526397060602895 0.034515464678406722 -1.6358056664466856
leaf_value=0.031877488669062495 0.0020385546015577187 0.0055470515063318279 -0.0052460095733402557 -0.039294427208431348 -0.021272997021526161 0.002656736780142859 0.0033358564116394941
leaf_weight=22.25357224047184 43786.276709243655 20819.407574236393 45756.09122441709 841.76206004619598 923.31758226454258 33878.031382471323 78.942716702818871
leaf_count=101 177434 84777 191465 4399 4438 138102 336
internal_value=2.0325e-05 0.000379335 -0.00168385 -0.0277266 -0.0298674 0.00375687 0.0096123
internal_weight=146106 144240 89542.4 1866.28 1765.08 54697.4 101.196
internal_count=601052 591778 368899 9274 8837 222879 437

Tree=64
num_cat=0
split_feature=48 7 7 6 28 7 16
split_gain=680.846 387.978 446.029 202.114 266.122 68.8043 61.7491
threshold=-1.8500662446022031 -0.0058158591855317346 -0.032250203192234032 -0.0040526234079152337 -0.0031161594670265909 -0.007318702293559908 0.037958703935146339
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.0032165427860412579 0.001701618302451502 0.0053247835380710838 -0.0048710237591106089 -0.0092228401427785715 -0.030992056289601416 0.011336949202798633 0.0022840907591260059
leaf_weight=995.34498725831509 45029.112417116761 22022.031381517649 39030.150802195072 1136.0152867138386 2342.3890316188335 464.33907969295979 35047.664559692144
leaf_count=4322 182332 89706 162859 5396 11537 2071 142829
internal_value=1.92381e-05 0.000593926 -0.00135017 -0.0164052 -0.0227091 -0.00325747 0.00345743
internal_weight=146067 141129 84059.3 4938.09 3337.73 1600.35 57069.7
internal_count=601052 577726 345191 23326 15859 7467 232535

Tree=65
num_cat=0
split_feature=18 7 48 13 6 48 26
split_gain=621.369 404.851 417.42 79.4692 99.424 54.6175 15.7785
threshold=-0.021774982102215287 0.0020526422886177902 -0.3432974219322204 -0.0051829311996698371 -0.0040526322554796925 -0.71998962759971608 -0.96829360723495472
leaf_value=0.0045882180028573019 -0.0052354927787410487 0.0072435308690355464 0.00097698124637736472 -0.036239719907916655 -0.015711558620843204 0.0030379466875562755 -0.01282640801594768
leaf_weight=182.66550156474113 35108.865868672729 7320.5502134412527 58218.699915006757 1041.3745765537024 882.76780185103416 42889.822166472673 248.93678762018681
leaf_count=787 148330 30465 236529 5537 4197 173545 1136
internal_value=1.6631e-05 0.000392858 -0.00136009 -0.0229073 -0.0268217 0.00365111 -0.00545608
internal_weight=145894 143538 93327.6 2355.74 1924.14 50210.4 431.602
internal_count=600526 588869 384859 11657 9734 204010 1923

Tree=66
num_cat=0
split_feature=18 8 8 48 28 21 8
split_gain=573.001 367.206 474.281 74.7523 41.1511 32.5473 29.233
threshold=-0.021774982102215287 -0.0051717739552259437 -0.052249208092689507 -1.4733740687370298 -0.0038830259582027789 3.1765712499618535 0.026632872410118583
leaf_value=0.0062260753007065102 0.0028316580548335426 0.0033164891577452098 -0.0040658224873743373 -0.013829036126678634 -0.029875251769458089 -0.0044191861142908956 0.018412220563768081
leaf_weight=66.973201423883438 32280.034160166979 56234.960418760777 53887.903706386685 791.75347518920898 1410.8733669817448 1123.3986766189337 61.360927924513817
leaf_count=305 130299 229213 224784 3574 7522 4573 256
internal_value=1.57201e-05 0.000375161 -0.0014819 -0.0221165 -0.0282392 0.00316498 -0.0115101
internal_weight=145857 143526 86167.9 2330.96 1477.85 57358.4 853.114
internal_count=600526 588869 355083 11657 7827 233786 3830

Tree=67
num_cat=0
split_feature=48 7 34 7 28 8 20
split_gain=532.679 364.925 236.823 218.731 250.473 39.2699 37.2326
threshold=-1.4733740687370298 -0.0058158591855317346 1.386674225330353 0.01030431827530265 -0.028403775766491886 0.012985581997781994 0.0093852072022855299
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.011605136008160211 0.0045797491585862138 -0.00014382140695010675 -0.036130390449549181 0.0038532630811796216 -0.001572506740993252 0.012495951995593012 -0.00028408174132711866
leaf_weight=7032.0026140064001 16266.042445167899 879.25784347951412 899.25874011218548 38561.316661894321 76063.253547504544 1147.1325463056564 4972.563954949379
leaf_count=32406 65414 3955 4604 156062 313084 4871 20130
internal_value=1.48733e-05 -0.0100315 -0.0143858 0.000751187 -0.000488638 0.00701151 0.00338068
internal_weight=145821 9957.65 7931.26 135863 92329.3 2026.39 43533.9
internal_count=600526 45836 37010 554690 378498 8826 176192

Tree=68
num_cat=0
split_feature=18 7 48 1 7 48 49
split_gain=508.904 302.4 336.216 105.754 89.3654 47.4855 17.3759
threshold=-0.021662878803908821 0.0020526422886177902 -0.3432974219322204 -0.0037740134866908188 -0.0087017314508557302 -1.0966818332672117 -0.2649995014071464
leaf_value=-0.0059314397880663363 -0.0046404221711943494 0.0081912478563550984 0.00095959373793655682 -0.026597884360379454 -0.0015975946870497118 0.0028194784447482658 0.011950560492235156
leaf_weight=366.73706629872322 34662.515179440379 3589.1189555674791 58100.277479216456 1983.1661422997713 339.03560781478882 46580.216192483902 157.20676325261593
leaf_count=1622 146718 15096 236072 10252 1543 188537 686
internal_value=1.40556e-05 0.000389242 -0.00113295 -0.0188277 -0.0229479 0.00320378 -0.000566034
internal_weight=145778 142932 92762.8 2846.15 2322.2 50169.3 523.944
internal_count=600526 586423 382790 14103 11795 203633 2308

Tree=69
num_cat=0
split_feature=18 8 8 47 6 16 33
split_gain=468.318 274.912 399.788 100.92 62.9577 45.7094 44.9878
threshold=-0.021662878803908821 -0.0046568573452532283 -0.037789812311530106 -1.2475050687789915 -0.0040526322554796925 0.031306115910410888 -0.40082229673862452
leaf_value=-0.030996071445669439 0.0020466486292261533 0.0044913464211856309 -0.0040962911440458319 -0.012455798853663389 -0.014109060723778705 0.0018371902326293306 0.0091028833793275702
leaf_weight=1118.3281098753214 40228.987690672278 20675.38358861208 45967.878731489182 683.87943159043789 744.80597597360611 36049.097117811441 274.75824448466301
leaf_count=6168 162797 84122 192695 3075 3681 146809 1179
internal_value=1.32883e-05 0.000371716 -0.00122932 -0.0181409 -0.0242453 0.0028046 -0.0062768
internal_weight=145743 142921 86196.9 2821.77 1863.13 56724.5 958.638
internal_count=600526 586423 355492 14103 9849 230931 4254

Tree=70
num_cat=0
split_feature=18 7 47 48 45 23 19
split_gain=435.167 306.447 353.622 49.6469 34.9312 28.1067 18.4675
threshold=-0.022254286333918568 0.0093686985783278959 -0.57910481840372074 -0.71998962759971608 0.00086005803314037632 0.0052324682474136361 -0.020119763910770413
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.036741457312639718 -0.0053022828099108816 0.0069781102754910632 0.00057473499664951718 0.0026874616623339719 -0.015402413904403408 0.097126864039347421 -0.023928880279409811
leaf_weight=505.11829422414303 29532.033530414104 6348.2503153681755 69579.466123580933 39072.91687899828 322.00978857278824 4.5583520531654349 414.93628291785717
leaf_count=2907 125215 26210 284694 157740 1742 24 2303
internal_value=-2.03331e-06 0.000226304 -0.00117643 0.00328714 -0.0264753 -0.0138317 -0.0309631
internal_weight=145779 144533 99111.5 45421.2 1246.62 326.568 920.055
internal_count=600835 593859 409909 183950 6976 1766 5210

Tree=71
num_cat=0
split_feature=18 7 7 16 45 23 19
split_gain=402.831 282.986 439.365 52.7124 33.1803 24.8061 17.8032
threshold=-0.022254286333918568 -0.009570335038006304 -0.031189423985779282 0.13911408931016925 0.00086005803314037632 0.0052324682474136361 -0.020119763910770413
leaf_value=-0.035826530254927942 0.0013583997535163749 0.0032446480805901124 -0.0052808757996998272 0.00019303116500610367 -0.01482641266832343 0.088574824671271354 -0.023145315575822206
leaf_weight=494.94176955521107 46594.619258522987 47174.443115085363 35609.695118874311 15141.545835390687 319.52443432807922 4.7683254182338706 409.79876163601875
leaf_count=2907 189034 192539 150472 61814 1742 24 2303
internal_value=-2.0653e-06 0.000216101 -0.00151764 0.00250317 -0.0256559 -0.013306 -0.0300826
internal_weight=145749 144520 82204.3 62316 1229.03 324.293 904.741
internal_count=600835 593859 339506 254353 6976 1766 5210

Tree=72
num_cat=0
split_feature=18 7 47 16 6 23 50
split_gain=372.834 260.971 317.745 39.273 38.0096 24.5599 11.8255
threshold=-0.022254286333918568 0.0093686985783278959 -0.57910481840372074 0.40905830264091497 -0.0040526397060602895 0.0023780685150995855 -0.15034762769937512
leaf_value=-0.033445890939321696 -0.0050038110654020505 0.0033967848283874228 0.00057024007513688843 -0.001738653104288617 -0.020874888678911033 0.044725087265622604 -0.0070151512796683092
leaf_weight=628.37775218486786 29485.745264574885 42196.776481866837 69573.767498642206 3247.6194146871567 392.60486204922199 8.2456032633781415 182.66178253293037
leaf_count=3852 125215 170783 284694 13167 2098 46 980
internal_value=-2.09526e-06 0.000206358 -0.00108891 0.00302979 -0.0248577 -0.0324334 -0.0164741
internal_weight=145716 144504 99059.5 45444.4 1211.89 636.623 575.267
internal_count=600835 593859 409909 183950 6976 3898 3078

Tree=73
num_cat=0
split_feature=18 7 7 16 6 23 50
split_gain=345.055 240.293 396.348 50.6943 36.4128 22.6987 11.0317
threshold=-0.022254286333918568 -0.009570335038006304 -0.031189423985779282 0.037958703935146339 -0.0040526397060602895 0.0023780685150995855 -0.15034762769937512
leaf_value=-0.032595457417591893 0.0013288237151726817 0.0038704877190953108 -0.004979816494011806 0.0012526749025640947 -0.020148025331270431 0.041708351369768942 -0.0067234718936886465
leaf_weight=616.04256770014763 46595.424513891339 25028.269496366382 35554.404243811965 37311.290303662419 388.55820636451244 8.439429357647894 182.02463947236538
leaf_count=3852 189034 102169 150472 152184 2098 46 980
internal_value=-2.11066e-06 0.000197061 -0.00140155 0.00230368 -0.024083 -0.0315913 -0.0158654
internal_weight=145684 144489 82149.8 62339.6 1195.06 624.482 570.583
internal_count=600835 593859 339506 254353 6976 3898 3078

Tree=74
num_cat=0
split_feature=48 7 28 6 6 6 48
split_gain=351.143 180.747 231.5 135.787 175.613 44.9218 41.7245
threshold=-1.8500662446022031 0.0093686985783278959 -0.028403775766491886 -0.0040526164229959241 -0.02646295819431543 1.1851726174354555 -0.71998962759971608
leaf_value=-0.00027206631835016888 0.0041734411751457832 0.0062540190157541762 -0.0017054841092362266 0.007374452800276805 -0.022687995914959402 -0.010725570455479224 0.0022178939639704211
leaf_weight=978.21558214724064 16355.660702124238 5979.7882104963064 79460.74690413475 783.02717344462872 2559.5533173829317 430.22939340770245 39104.388105168939
leaf_count=4293 65795 24579 329260 3589 13392 2171 157756
internal_value=-2.12762e-06 0.0004036 -0.000701964 -0.0120347 -0.0164898 0.000956056 0.00275323
internal_weight=145652 140901 95816.4 4751.03 3537.77 1213.26 45084.2
internal_count=600835 577390 395055 23445 17685 5760 182335

Tree=75
num_cat=0
split_feature=12 47 9 14 17 8 20
split_gain=342.165 227.507 268.663 102.771 76.7467 65.0825 15.8917
threshold=-0.29774260520935053 -0.57910481840372074 0.019976569339632991 -0.008950807619839905 -0.89327022433280934 -0.0018423515139147637 -0.026375383138656613
leaf_value=-0.0081400430426007159 -0.0048162559636785339 -0.007691968746953522 0.0038683981302437861 -0.025192428715598351 0.0015340638147668011 0.0087050923954958646 0.0051545907803333757
leaf_weight=457.63652320206165 29157.866194993258 1858.8912553042173 9584.1896817684174 1585.4815086424351 102581.06780610979 123.64193634688854 302.37151849269867
leaf_count=2088 124712 7609 39022 7912 417764 524 1315
internal_value=-9.07174e-06 0.000277347 -0.00266781 -0.0166181 0.00136985 -0.0227402 -0.00285073
internal_weight=145651 143182 38742.1 2469.13 104440 1709.12 760.008
internal_count=600946 589107 163734 11839 425373 8436 3403

Tree=76
num_cat=0
split_feature=48 7 7 9 9 28 18
split_gain=319.258 237.558 210.376 151.092 212.388 43.6038 27.5029
threshold=-1.4733740687370298 -0.0099821472540497762 -0.027782983146607872 0.039212847128510482 -0.032938644289970391 0.0053416448645293721 0.01033237297087908
leaf_value=0.00059434031934013556 0.0023149309682455807 0.00046776280599288727 -0.016652097878848256 0.0037646471118595185 -0.0018937533517934214 0.01382387238933587 0.00015398168614429367
leaf_weight=1963.5280958712101 39184.750827848911 1776.6815945655107 5293.5056912899017 27836.367238581181 63837.262174338102 686.13904950022697 5046.4520033299923
leaf_count=8684 158336 7918 26222 112313 264123 2975 20375
internal_value=-8.76007e-06 -0.00788744 -0.0119857 0.00055472 -0.000292967 0.00418876 0.00321053
internal_weight=145625 9719.85 7257.03 135905 103022 2462.82 32882.8
internal_count=600946 45799 34906 555147 422459 10893 132688

Tree=77
num_cat=0
split_feature=12 9 9 13 8 18 11
split_gain=300.905 194.127 320.559 99.5483 68.1332 33.9583 19.0615
threshold=-0.29774260520935053 0.0190592659637332 -0.032000975683331483 -0.0051829311996698371 -0.0024269040441140528 0.01033237297087908 -0.5875037908554076
leaf_value=0.00095909952652464662 0.0022765619928638231 0.0033016193085163288 -0.0029165343354633231 -0.025870064932654112 0.011168061382827636 -0.00031477897356810177 -0.011676070464806263
leaf_weight=550.81027510762215 40266.250844120979 36902.266695842147 59842.854035541415 1352.391977339983 108.65442316234112 6131.6337030678988 430.94230979681015
leaf_count=2452 162811 149410 252048 6965 463 24838 1959
internal_value=-8.47909e-06 0.000258776 -0.000827748 -0.0156691 -0.0231156 0.00278634 -0.00458713
internal_weight=145586 143143 100109 2442.8 1461.05 43033.9 981.753
internal_count=600946 589107 414859 11839 7428 174248 4411

Tree=78
num_cat=0
split_feature=48 9 9 6 0 9 46
split_gain=280.505 156.255 245.427 131.356 162.968 34.7164 31.1233
threshold=-1.8500662446022031 0.024848052300512794 -0.032938644289970391 -0.0040526220109313718 -0.0022257192758843298 0.0059699595440179118 0.0018015268142335119
leaf_value=-0.0010210975748339878 0.0021806834658642652 0.0042380245739432956 -0.0023558278507422189 -0.0033380667049586147 -0.022960588839555759 0.013671674284808037 0.00167759403296869
leaf_weight=1001.6479956507683 39642.20069898665 16597.662287339568 61791.042218834162 1196.0194350779057 2172.9371370375156 304.92311310768127 22846.657957524061
leaf_count=4418 160199 67096 257885 5803 11845 1358 92342
internal_value=-8.18621e-06 0.000351701 -0.000582866 -0.0108519 -0.0160382 0.000117537 0.00275499
internal_weight=145553 140878 101433 4675.53 3174.59 1500.94 39444.3
internal_count=600946 577522 418084 23424 16263 7161 159438

Tree=79
num_cat=0
split_feature=47 7 34 6 17 28 45
split_gain=262.721 263.764 294.328 94.6049 355.872 61.5672 20.587
threshold=-0.57910481840372074 -0.0036101840669289227 1.386674225330353 0.81065714359283458 -0.93281450867652882 0.0032294138800352816 0.0078098264057189235
leaf_value=-0.0044489739136336099 0.00098353170472688942 0.0027365558378423722 -0.024735121729297291 -0.050404043159260538 -0.0010866624358947853 0.003578813383466948 -0.0043813604161363666
leaf_weight=25971.407847926021 63155.874849155545 11893.618322476745 1533.8278117924929 302.03108248114586 15591.332960650325 26184.094696506858 883.99335756897926
leaf_count=111974 257277 48815 7717 1240 63849 106455 3619
internal_value=-7.92617e-06 -0.00309837 -0.00558023 0.00117508 -0.00202387 0.00174417 0.00224412
internal_weight=145516 40282.8 27505.2 105233 15893.4 89340 12777.6
internal_count=600946 172125 119691 428821 65089 363732 52434

Tree=80
num_cat=0
split_feature=18 7 48 16 23 6 55
split_gain=265.542 190.218 294.499 54.4164 33.252 32.52 9.55603
threshold=-0.022254286333918568 -0.0099821472540497762 -0.71998962759971608 0.010500261560082437 0.0023780685150995855 -0.0040526397060602895 0.67979732155799877
leaf_value=-0.030234232502689737 -0.0060524655521209609 0.0047124134761239176 0.00024101543458321045 0.001351757941633431 0.019450703677599997 -0.014853696891538174 0.09470858496155192
leaf_weight=567.58121357858181 19925.329085618258 12080.112157896161 61619.673505842686 50730.378226816654 11.189741253852846 546.330426171422 4.9183985739946356
leaf_count=3835 86952 49377 250790 206871 59 3052 26
internal_value=-3.32428e-05 0.000136854 -0.00129678 0.0019981 -0.0217624 -0.0226907 0.0424297
internal_weight=145486 144355 81545 62810.5 1130.02 1113.91 16.1081
internal_count=600962 593990 337742 256248 6972 6887 85

Tree=81
num_cat=0
split_feature=26 8 8 21 23 6 55
split_gain=249.551 175.494 302.456 38.496 30.6018 28.9595 8.07952
threshold=-2.0342067480087276 -0.0085377893410623056 -0.03178808465600013 3.1765712499618535 0.0023780685150995855 -0.0040526397060602895 0.67979732155799877
leaf_value=-0.029395568129899231 0.0012380877955245105 0.0021058677091673568 -0.0042315066181429668 -0.0061570355294802035 0.018400194367781782 -0.014763155974290676 0.086457997067481071
leaf_weight=555.41889104247093 45509.329172790051 60454.882381573319 37213.770209446549 1163.7412201166153 11.293824523687364 540.36687378585339 5.1398181468248358
leaf_count=3826 184675 246489 158103 4743 59 3041 26
internal_value=-3.18532e-05 0.000131764 -0.00122246 0.00194981 -0.0212658 -0.0221799 0.0396861
internal_weight=145454 144342 82723.1 61618.6 1112.22 1095.79 16.4336
internal_count=600962 594010 342778 251232 6952 6867 85

Tree=82
num_cat=0
split_feature=19 9 9 2 14 48 6
split_gain=229.777 140.551 236.396 69.8421 39.6316 30.7516 26.1848
threshold=-0.02060112543404102 0.016545315273106102 -0.018122127279639241 -0.0047703862655907861 0.083374205976724639 -1.0966818332672117 -1.0446597933769224
leaf_value=0.014467146920882232 0.0013720562233342757 0.0035052092953407935 -0.0030440618085092984 -0.023405690219179008 0.00081274074231682503 -0.010314735564452367 -0.0066630110317014365
leaf_weight=148.86613912880421 51054.264752164483 24563.740107268095 47275.728417634964 1097.8266602754593 20153.105514287949 543.14752605557442 587.2297660112381
leaf_count=663 207217 99442 200652 6280 81654 2369 2685
internal_value=-3.05141e-05 0.00020007 -0.000751153 -0.0139066 0.00229176 -0.0190727 -0.0023897
internal_weight=145424 143047 98330 2377.07 44716.8 1640.97 736.096
internal_count=600962 588965 407869 11997 181096 8649 3348

Tree=83
num_cat=0
split_feature=26 8 48 13 23 6 9
split_gain=222.061 155.908 264.579 37.7741 28.0365 27.4531 6.92636
threshold=-2.0342067480087276 -0.0085377893410623056 -0.71998962759971608 0.11046701297163965 0.0023780685150995855 -0.0040526322554796925 -0.0058543160557746879
leaf_value=-0.026667511905343839 -0.0056610038420562775 0.0023965147491312655 0.00028429777503998031 -0.00038088377557823048 0.0028175230810380506 -0.011765970974215294 0.061810002401857682
leaf_weight=676.80426461994648 19992.19805534184 49210.384030610323 62681.278262272477 12418.526335462928 6.8242408931255367 397.32827922701836 9.8440347313880903
leaf_count=4665 87557 200673 255221 50559 34 2202 51
internal_value=-2.92195e-05 0.000123682 -0.0011534 0.00183686 -0.0202566 -0.0211553 0.0376576
internal_weight=145393 144302 82673.5 61628.9 1090.8 1074.13 16.6683

Tree=84
num_cat=0
split_feature=12 7 7 28 9 16 23
split_gain=205.823 121.94 197.626 100.467 86.1467 53.4769 18.0223
threshold=-0.29450815916061396 -0.0099821472540497762 -0.049206806346774094 -0.0031161594670265909 -0.012637769803404806 0.010500261560082437 -0.0022380062146112318
leaf_value=-0.0030316537529213967 0.0016749985119289593 0.0044967891467723575 -0.0028603813022272128 0.0025584521743141062 -0.019573138907246317 0.0011002673459415938 0.0098330398833834636
leaf_weight=674.31966120004654 33870.43602488935 11515.279935896397 45714.212792381644 431.35968111455441 2042.8163511157036 50786.580941587687 327.66767041385174
leaf_count=2899 136699 46961 193494 1888 10487 207134 1400
internal_value=-2.79962e-05 0.000237045 -0.000930169 -0.0108462 -0.0157146 0.00172805 0.00117533
internal_weight=145363 141887 79584.6 3476.16 2474.18 62301.9 1001.99
internal_count=600962 584288 330193 16674 12375 254095 4299

Tree=85
num_cat=0
split_feature=12 9 1 2 8 20 6
split_gain=227.751 143.697 208.59 94.4618 49.1412 35.5364 17.4437
threshold=-0.29606291651725763 0.019976569339632991 -0.0039513725787401191 -0.0047703862655907861 -0.010241704061627386 -0.0081072235479950887 -1.6358056664466856
leaf_value=0.012961406575908713 0.0013486338047871557 0.0033092996763204882 -0.0027653639024377151 -0.021715809425271865 -0.0028010742379864103 0.00044009690454938901 -0.0038004595540995939
leaf_weight=146.6296184360981 51471.304717794061 30178.403790399432 48447.659942165017 1560.2539242058992 338.48548802733421 12305.679597899318 881.84029752016068
leaf_count=647 210783 122076 203941 8210 1512 49769 3978
internal_value=3.05816e-05 0.000285988 -0.000646118 -0.0123945 -0.0183439 0.00247822 -0.00141071
internal_weight=145330 142403 99919 2927.21 1898.74 42484.1 1028.47
internal_count=600916 586569 414724 14347 9722 171845 4625

Tree=86
num_cat=0
split_feature=12 9 34 2 8 20 28
split_gain=208.885 131.036 190.71 87.4135 45.9013 32.3943 19.0922
threshold=-0.29606291651725763 0.019976569339632991 1.386674225330353 -0.0047703862655907861 -0.011011058930307625 -0.0081072235479950887 0.044266888871788986
leaf_value=-0.0023248580938950696 -0.00028836080301639197 0.0031595588230815949 -0.012374009548453484 -0.021116812080351814 -0.0033769352039609902 0.00042027619024789309 0.037154516270100184
leaf_weight=1002.5664469450712 97185.151566445827 30186.077189713717 2717.9255151152611 1516.8775859624147 366.77385966479778 12306.147620275617 25.434368446469307
leaf_count=4520 402297 122076 12427 8064 1658 49769 105
internal_value=2.91426e-05 0.000273117 -0.000617158 -0.0119025 -0.0176626 0.00236624 -0.00134808
internal_weight=145307 142395 99903.1 2911.65 1883.65 42492.2 1028

Tree=87
num_cat=0
split_feature=19 47 21 17 2 7 23
split_gain=189.168 126.304 171.849 62.1568 57.8205 47.741 13.8675
threshold=-0.020511277019977566 -0.57910481840372074 -0.21656500548124311 -0.93281450867652882 -0.0047703862655907861 -0.009570335038006304 -0.0017185006872750817
leaf_value=-0.0045441307617875943 -0.0039147934345159941 -0.0077091656679372147 0.0026911968890793929 0.001205759150845184 -0.019833941692852838 -0.0028444829685647334 0.011027105317250735
leaf_weight=789.63222374022007 26891.049438759685 1608.5446893423796 11335.974301636219 102618.34242299199 1472.6469451114535 433.53382501006126 135.72601993381977
leaf_count=3577 114975 6573 47096 417975 8190 1927 603
internal_value=2.77647e-05 0.000256693 -0.00195583 0.00106817 -0.0114895 -0.0159699 -0.00226023
internal_weight=145285 142454 38227 104227 2831.54 1906.18 925.358
internal_count=600916 586619 162071 424548 14297 10117 4180

Tree=88
num_cat=0
split_feature=48 9 1 6 28 18 7
split_gain=177.286 107.865 169.6 107.05 143.983 30.1794 22.9041
threshold=-1.8500662446022031 0.019976569339632991 -0.0039513725787401191 -0.0040526220109313718 -0.0031161594670265909 0.013039225712418558 -0.0099821472540497762
leaf_value=0.00066221050144224362 0.0012904201318163987 0.002672219530089631 -0.0024483674122231158 -0.0028133643515810703 -0.020352944252845406 -0.00089825130757717876 0.009031400482495084
leaf_weight=972.4168498814106 51048.933881774545 36823.939098641276 47365.615124881268 991.30473943054676 2056.1456042602658 5511.3338994532824 495.99507993459702
leaf_count=4321 208733 148839 197698 4976 11840 22303 2206
internal_value=2.64563e-05 0.000308045 -0.000509009 -0.00875006 -0.0136054 0.0022074 0.00113671
internal_weight=145266 140750 98414.5 4515.86 3028.56 42335.3 1487.3
internal_count=600916 577573 406431 23343 16161 171142 7182

Tree=89
num_cat=0
split_feature=12 47 8 6 6 6 4
split_gain=173.277 110.356 149.947 81.8445 72.1333 62.436 12.4764
threshold=-0.29606291651725763 -0.57910481840372074 0.0064557152800261983 -0.04208612069487571 -0.004052629927173256 0.64481589198112499 -0.0084972432814538462
leaf_value=0.0035770223216083788 -0.0035224012719250659 0.0015524692777468985 0.0028347557116061859 -0.026499014855264139 -0.0091343891062739321 -0.0012182643302485027 -0.011759650681032461
leaf_weight=686.40456691384315 28039.295232564211 83545.924578398466 10263.700550541282 777.16572549939156 1286.0747339129448 20512.733322322369 127.33851297199726
leaf_count=2993 120971 339855 41817 4719 6089 83926 546
internal_value=2.51874e-05 0.000246148 -0.00181893 -0.0109086 -0.0156752 0.00100628 0.00117706
internal_weight=145239 142362 38303 2876.98 2063.24 104059 813.743
internal_count=600916 586569 162788 14347 10808 423781 3539

Tree=90
num_cat=0
split_feature=22 47 7 0 44 37 54
split_gain=147.019 187.624 179.304 104.832 250.197 54.4271 49.677
threshold=-0.56022706627845753 -0.57910481840372074 0.01030431827530265 0.00047499594802502548 1.0000000180025095e-35 1.0142475962638857 -0.18235073983669278
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.0058522663605994549 0.0029067301578335316 0.00011640025171190681 0.0026874868485842244 0.0011609239208114313 -0.016202065924452023 0.0081365978537857181 0.0081512611368956892
leaf_weight=22831.854541771114 26879.113215908408 66049.843912556767 6367.2770573347807 15028.864328086376 1892.1651614159346 1759.0787969827652 4233.3722400814295
leaf_count=101278 109661 269791 25919 61588 7678 7117 17177
internal_value=3.39423e-05 -0.000974197 -0.00399005 0.00206997 -0.000780663 0.000324458 0.00362034
internal_weight=145042 97008.1 29199.1 48033.5 16921 67808.9 31112.5
internal_count=600209 404105 127197 196104 69266 276908 126838

Tree=91
num_cat=0
split_feature=48 22 28 6 7 34 27
split_gain=153.543 112.545 160.655 119.433 48.0829 62.4062 14.2313
threshold=-2.226758480072021 -0.56022706627845753 0.009531176649034025 0.77833727002143871 -0.009570335038006304 1.386674225330353 -0.021321532316505905
leaf_value=-0.011583206502398503 -0.001690844398244337 0.0030619062224130906 0.0027266341453774197 -0.0027064708061400444 -0.04364332904940884 -0.034471273641447059 0.0059609680573142641
leaf_weight=1275.3412564322352 73838.249391436577 38835.847579926252 21533.106042414904 8942.0133385658264 12.219109579920767 297.50481984764338 282.19455832242966
leaf_count=6986 307497 157957 87471 36862 55 2030 1351
internal_value=3.23777e-05 0.000199612 -0.000693459 0.00198231 -0.0127883 -0.0159125 0.00390223
internal_weight=145016 143149 95371.4 47777.9 1867.26 1572.85 294.414
internal_count=600209 589787 394968 194819 10422 9016 1406

Tree=92
num_cat=0
split_feature=48 7 0 1 1 35 0
split_gain=145.24 117.433 147.122 75.1067 199.033 46.4357 17.198
threshold=-1.4733740687370298 -0.009570335038006304 -0.0022257192758843298 -0.0037740134866908188 -0.0037620281800627704 -1.6209350824356077 -0.002210579463280737
leaf_value=0.002573053456495296 -0.0076828703701620257 7.5332558794888755e-05 -0.01220622259079652 -0.0073725537044302836 0.00023920064307608594 0.0017319667703562028 0.0078533259916392963
leaf_weight=1852.9061194211245 1079.7757953107357 1406.6693248897791 5168.6458284035325 7772.6572504639626 66235.623047918081 60506.353706210852 974.43691492080688
leaf_count=8131 4424 6287 27105 32825 270986 246202 4249
internal_value=3.08628e-05 -0.00537757 -0.00830614 0.000405905 -0.000560217 0.0015669 0.00325838
internal_weight=144997 9402.66 7021.55 135594 74008.3 61586.1 2381.11
internal_count=600209 45772 35236 554437 303811 250626 10536

Tree=93
num_cat=0
split_feature=48 7 34 17 28 38 28
split_gain=134.429 205.138 192.682 70.7025 428.809 76.2375 17.41
threshold=-1.0966818332672117 -0.0058158591855317346 1.386674225330353 -0.87716388702392567 -0.12908269464969632 1.0000000180025095e-35 0.0019612160394899551
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0049262079855283128 0.03378704700339747 0.0023895254587235058 -0.025528875399716978 0.00043016770009545493 -0.015174987970342332 0.0053538802342347246 0.0080827366784596375
leaf_weight=12277.660913161933 436.43226182460785 2910.8622964471579 993.61126393079758 117754.01786267757 2130.0873447656631 6732.1501371115446 1736.6231187731028
leaf_count=57043 1783 12424 5772 479852 8777 27235 7323
internal_value=2.94056e-05 -0.00361944 -0.00646872 0.000544017 -0.00684908 0.00069644 0.0045169
internal_weight=144971 17918.8 13271.3 127053 2566.52 124486 4647.49
internal_count=600209 82562 62815 517647 10560 507087 19747

Tree=94
num_cat=0
split_gain=127.183 98.6859 142.017 106.076 40.8452 54.6135 14.2457
threshold=-2.226758480072021 -0.56022706627845753 0.009531176649034025 0.77833727002143871 -0.010780533310025929 1.386674225330353 -0.021321532316505905
leaf_value=-0.01085113222433302 -0.00159596966526517 0.0028653149296797779 0.0025571460723536354 -0.0025724265025940667 -0.043835928512491497 -0.033089929380454464 0.0044039239627001302
leaf_weight=1232.4382803663611 73785.50861659646 38841.793128103018 21540.555779606104 8935.7380010038614 12.89624075591564 273.18271105736494 319.88705109059811
leaf_count=6845 307497 157957 87471 36862 59 1959 1559
internal_value=2.8017e-05 0.000179103 -0.000657502 0.0018483 -0.0117327 -0.0148862 0.0025345
internal_weight=144942 143104 95326.1 47777.5 1838.4 1505.62 332.783
internal_count=600209 589787 394968 194819 10422 8804 1618

Tree=95
num_cat=0
split_feature=47 23 0 17 0 13 45
split_gain=122.699 147.135 342.514 51.269 417.032 48.3556 38.4742
threshold=-0.57910481840372074 -0.0017185006872750817 -0.0022257192758843298 -0.93281450867652882 -0.00025781847944017494 0.062225390225648887 9.9076540209352984e-05
leaf_value=0.0011601894207109093 0.01043717858797584 0.0040298207776128508 -0.0091054501933295895 0.0016120661258984075 -0.036938915911544357 -0.00049866242782138084 -0.00076553018493968992
leaf_weight=12971.53638625145 1015.4467397332191 7032.731812492013 13360.600951716304 71985.253037706017 597.72156275808811 31639.207002311945 6537.6586050018668
leaf_count=53569 4149 29114 61546 293137 2468 129131 27987
internal_value=3.8018e-05 -0.00208681 -0.00404847 0.00084368 -0.00711692 0.000967607 0.00171962
internal_weight=145140 39902.5 26332.1 105238 1613.17 103624 13570.4
internal_count=601101 172216 115115 428885 6617 422268 57101

Tree=96
num_cat=0
split_feature=12 23 0 6 34 6 6
split_gain=113.88 94.7013 344.064 151.437 72.1354 43.5722 22.7775
threshold=-0.29305131733417505 -0.0017185006872750817 -0.0022257192758843298 0.25402222573757177 1.3768324255943301 -0.04208612069487571 -0.0040526275988668195
leaf_value=0.0014193248025562287 0.0012350659577974345 0.0051545268586680555 -0.0050399743722278996 0.00015372493134939888 -0.03355219353162732 -0.0090842415088130211 -0.010008829558438086
leaf_weight=1212.5746530592442 56110.34617562592 17340.280907839537 25844.02264085412 41874.71504893899 261.23158990591764 2349.1881563290954 122.1114864423871
leaf_count=5198 227958 70595 111130 172189 1764 11656 611
internal_value=3.62352e-05 0.000246972 -0.000743746 0.00161814 -0.00750465 -0.00550838 -0.0260526
internal_weight=145114 141169 81954.4 59215 3945.11 3561.76 383.343
internal_count=601101 581872 339088 242784 19229 16854 2375

Tree=97
num_cat=0
split_feature=47 6 0 6 6 17 28
split_gain=106.701 137.142 463.909 75.4324 57.9506 217.007 43.2749
threshold=-0.57910481840372074 -0.0040526136290282002 -0.0022257192758843298 0.5115877389907838 0.98988536000251781 -0.93281450867652882 0.0040495099965482959
leaf_value=0.0011067687935286559 0.00050086780327523387 0.0037262560657956778 -0.011856557100008314 -0.002398754728213247 -0.04653106072555397 -0.0013447761744267619 0.0025818903469250207
leaf_weight=13673.365106061101 63779.355108126998 9704.3565382361412 9456.2133173346519 7014.8371151611209 219.28926478326321 11602.319159448147 29638.609863400459
leaf_count=56399 259957 40025 45533 30259 923 47590 120415
internal_value=3.45413e-05 -0.00194864 -0.00419311 0.0011564 0.000785469 -0.00218298 0.00116111
internal_weight=145088 39848.8 23129.6 16719.2 105240 11821.6 93418
internal_count=601101 172216 101932 70284 428885 48513 380372

Tree=98
num_cat=0
split_feature=12 23 0 0 34 6 6
split_gain=99.924 81.6161 298.36 137.981 66.2768 41.402 21.3821
threshold=-0.29305131733417505 -0.0017185006872750817 -0.0022257192758843298 -0.000319995786412619 1.3768324255943301 0.98988536000251781 -0.0040526275988668195
leaf_value=-0.0032762075836609301 0.0011506841874174844 0.0055001845369263332 -0.00469701732222966 0.00032235384837221801 -0.032443058124491032 -0.017774926111911629 -0.0094905520837723599
leaf_weight=3090.6062342599034 56119.20230999589 13498.261544317007 25786.965221308172 45729.846684008837 254.24310004711151 457.92203490436077 121.45038685947657
leaf_count=14605 227958 55160 111130 187624 1764 2249 611
internal_value=3.28952e-05 0.000229836 -0.00069038 0.0015024 -0.00705007 -0.0051472 -0.0250232
internal_weight=145058 141134 81906.2 59228.1 3924.22 3548.53 375.693

Tree=99
num_cat=0
split_feature=22 47 8 0 17 38 54
split_gain=96.9087 125.791 147.566 69.0974 374.949 48.2934 36.7456
threshold=-0.60543102025985707 -0.57910481840372074 -0.0035725947236642237 0.00047499594802502548 -0.89327022433280934 1.0000000180025095e-35 1.0168271660804751
leaf_value=-0.0053475374801435788 0.0023780971052189265 5.9921161066176751e-05 0.0016888107548020501 -0.036332052335870925 0.00062168911331360007 0.0070951924271558421 0.0072073834069717995
leaf_weight=20439.423499152064 27625.885359577835 65771.382707759738 8564.5459723174572 575.50109279155731 16414.01864272356 2037.0306137353182 3607.1341786235571
leaf_count=91917 112628 268672 35376 2404 67196 8244 14664
internal_value=3.1357e-05 -0.000789594 -0.00326978 0.00167951 -0.000630078 0.000271268 0.00293584
internal_weight=145035 96812.4 29004 48222.5 16989.5 67808.4 31233
internal_count=601101 404209 127293 196892 69600 276916 127292

Tree=100
num_cat=0
split_feature=26 47 6 23 6 34 21
split_gain=437.492 187.443 149.726 94.0293 52.4531 18.2218 15.0983
threshold=-2.052433848381042 -1.2433525025844572 -0.0032315243734046812 -0.0014371092547662554 -0.003231550799682736 1.3778149485588076 -0.19204169511795041
leaf_value=-0.030244645600968557 -0.0099087992007942018 -0.0017268879857484378 -0.0001060027139089262 0.00070978186381145047 -0.020126552298560901 -0.045288963182538083 0.0078937830179852224
leaf_weight=383.15270884335041 8471.6662784814835 75292.611961245537 5027.6699625402689 55864.100877910852 528.87327998876572 283.77973067760468 42.036040872335434
leaf_count=2183 36705 307467 21307 228542 2753 1620 211
internal_value=-0.00143666 -0.00120871 -0.00625786 -0.000689027 -0.0280755 -0.036646 -0.0180634
internal_weight=145894 144656 13499.3 131157 1237.84 666.932 570.909
internal_count=600788 594021 58012 536009 6767 3803 2964

Tree=101
num_cat=0
split_feature=26 47 6 17 6 34 21
split_gain=405.859 171.306 137.091 81.7701 50.2835 17.7075 13.9718
threshold=-2.052433848381042 -1.2433525025844572 -0.0032315243734046812 -0.89186540246009816 -0.003231550799682736 1.3778149485588076 -0.19204169511795041
leaf_value=-0.029376674472521916 -0.0094854211795019922 -0.0091913866829295057 -0.0001012346514433648 -0.00051010906255501576 -0.019409301429299076 -0.044366249164290543 0.0075120028801261467
leaf_weight=376.86766335368156 8452.0155475735664 2235.207270488143 5027.5718651711941 128913.27654471993 523.85542069375515 276.80608543753624 42.181228756904602
leaf_count=2183 36705 9297 21307 526712 2753 1620 211
internal_value=-0.00137258 -0.00115458 -0.00598534 -0.000658067 -0.0272218 -0.0357242 -0.0174031
internal_weight=145848 144628 13479.6 131148 1219.71 653.674 566.037

Tree=102
num_cat=0
split_feature=26 23 28 6 6 35 21
split_gain=376.447 166.788 720.962 106.368 48.191 15.486 12.9258
threshold=-2.052433848381042 -0.0014371092547662554 -0.0043148747645318499 0.4404395073652268 -0.003231550799682736 1.3382741808891299 -0.19204169511795041
leaf_value=-0.029089807012757849 0.00047358312296071379 0.0028124045132343445 -0.0084111738630842682 -0.00099966202864866386 -0.018713883025761577 -0.043359579301117168 0.0071500758241111835
leaf_weight=383.24308435618877 57422.371991083026 26934.556197836995 27281.532284170389 32961.210050344467 518.98620361089706 257.46417091786861 42.318889856338501
leaf_count=2260 233265 109613 115089 136054 2753 1543 211
internal_value=-0.00131135 -0.00110287 -0.00238803 0.000714588 -0.0263905 -0.034824 -0.0167639
internal_weight=145802 144600 84703.9 59895.8 1202.01 640.707 561.305
internal_count=600788 594021 348354 245667 6767 3803 2964

Tree=103
num_cat=0
split_feature=18 23 0 6 28 6 16
split_gain=351.067 149.014 632.557 95.0284 61.3298 65.4828 11.1527
threshold=-0.021510399878025051 -0.0014371092547662554 -0.0022947916295379396 0.4404395073652268 -0.0061759978998452416 -0.003231550799682736 -0.0056549226865172377
leaf_value=0.022298084814719388 0.00044605710581896218 0.0026875401138528334 -0.0079071550826581346 -0.0009182358916235777 -0.033345993435848514 -0.015075516150728711 -0.016909529829915025
leaf_weight=72.216264456510544 57227.438626036048 26900.671676501632 27027.736250624061 32904.73711797595 754.63339172303677 838.76660168170929 18.443508729338646
leaf_count=317 232441 109431 113990 135794 4451 4287 77
internal_value=-0.00125297 -0.00101418 -0.00223352 0.000703654 -0.02168 -0.0237284 0.0143218
internal_weight=145745 144061 84255.2 59805.4 1684.06 1593.4 90.6598
internal_count=600788 591656 346431 245225 9132 8738 394

Tree=104
num_cat=0
split_feature=18 47 6 34 28 1 6
split_gain=325.367 125.441 109.737 69.8118 68.4574 42.5435 29.1241
threshold=-0.021363901905715462 -1.2433525025844572 -0.0032315243734046812 1.3778149485588076 0.01025249343365431 -0.0037464592605829235 -0.003231556853279471
leaf_value=0.00038535648135011943 -0.0083872277762276001 -0.0011690131949543259 0.00012775020290501347 -0.043058500617368566 0.001110239810028015 -0.017684849306012863 -0.020694297536620131
leaf_weight=327.42051412165165 8061.7377102077007 93108.294876307249 4944.7234723269939 278.27154697477818 37404.653138503432 1358.5635224431753 204.62262783944607
leaf_count=1443 34992 381603 20921 1711 151865 7215 1038
internal_value=-0.00119719 -0.000935766 -0.00515005 -0.0184963 -0.000515786 -0.0141756 -0.0335818
internal_weight=145688 143519 13006.5 2168.88 130513 1685.98 482.894
internal_count=600788 589381 55913 11407 533468 8658 2749

Tree=105
num_cat=0
split_feature=18 47 6 34 55 22 6
split_gain=289.832 122.739 163.637 52.5617 36.8237 30.3273 28.8275
threshold=-0.021510399878025051 -0.57347567379474629 -0.0032315243734046812 1.3778149485588076 0.36563305556774145 -0.37393425405025477 -0.003231556853279471
leaf_value=-0.017438345828233705 -0.0055319065132351727 0.00058789181977998825 0.00036850314133555866 -0.04271409241341094 -0.0011346963582156602 0.0063717923760808525 -0.018679230715099391
leaf_weight=1108.4799094349146 22638.304995268583 63267.655596777797 16422.464749351144 262.07303880155087 41688.382726624608 120.05923043191433 164.47164782881737
leaf_count=6064 95894 257337 68709 1665 169796 576 869
internal_value=-0.00111292 -0.000897745 -0.00305118 -0.0198367 -9.63176e-05 -0.0151115 -0.0334465
internal_weight=145672 144017 39060.8 1655.08 104956 1228.54 426.545
internal_count=600910 591736 164603 9174 427133 6640 2534

Tree=106
num_cat=0
split_feature=48 47 28 6 6 48 23
split_gain=271.801 122.29 98.197 88.4674 95.5112 34.456 12.4573
threshold=-2.2172124385833736 -1.9132293462753294 0.01025249343365431 -0.05644519999623298 -0.0032315432326868172 0.42069473117589956 -0.0019060997292399404
leaf_value=-0.00060693737108760541 -0.015138579083501838 -0.0014006111461162714 0.0012491287054042953 -0.030337632942845458 -0.0087213196214206267 -0.0032986950424781659 0.020478470824875115
leaf_weight=250.84968760609627 1509.678645953536 102158.21681948006 39184.840524196625 1009.6607259958982 701.51084940135479 742.54208867251873 73.324726641178131
leaf_count=1140 7186 420856 159183 5719 3473 3024 329
internal_value=-0.00106324 -0.000831788 -0.000666018 -0.0173924 -0.0214758 -0.011235 0.00416235
internal_weight=145631 143595 141343 2035.35 1711.17 2252.22 324.174
internal_count=600910 590249 580039 10661 9192 10210 1469

Tree=107
num_cat=0
split_feature=18 28 6 21 6 34 21
split_gain=253.763 127.671 1091.49 108.023 45.3962 14.4553 13.611
threshold=-0.021823927760124203 -0.0043148747645318499 -0.0032315300777554508 1.4956800341606142 -0.0032315653515979643 1.3778149485588076 -0.10381510481238364
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.026466453880490199 0.00043050143703869041 -0.017916052073600957 -0.00033061422934116137 0.013146979393194605 -0.017345012283670184 -0.043977777239184564 0.0076761639538186089
leaf_weight=200.18331331014633 59422.376540854573 7891.795650780201 75756.263520553708 1384.2340864241123 707.35679516196251 182.47066769003868 46.947050511837006
leaf_count=1286 241394 35388 311670 5635 4040 1251 246
internal_value=-0.00101577 -0.000849097 -0.00198972 0.000719986 -0.0221921 -0.0348168 -0.0157877
internal_weight=145592 144455 83648.1 60806.6 1136.96 382.654 754.304
internal_count=600910 594087 347058 247029 6823 2537 4286

Tree=108
num_cat=0
split_feature=18 0 0 21 34 21 14
split_gain=234.935 117.994 567.505 102.123 35.4069 24.4063 12.6932
threshold=-0.021823927760124203 -0.0022947916295379396 -0.0021654567681252952 3.1711952686309819 1.3778149485588076 -0.15810293704271314 0.0025563014205545191
leaf_value=-0.018773545811987358 0.00047857472595882095 -0.0083359329315719384 0.00022860577233694597 0.016129203115137731 -0.041178042192118396 0.0096325482324508445 -0.022893447264993323
leaf_weight=732.15230852365494 59838.962563306093 20869.932466506958 62843.817485675216 856.36088317632675 197.18113671243191 66.841337904334068 126.0162016004324
leaf_count=4357 243086 89246 258262 3493 1333 364 769
internal_value=-0.000970649 -0.000811265 -0.00190654 0.000699392 -0.0214809 -0.0163972 -0.0340488
internal_weight=145531 144409 83713.7 60695.3 1122.19 798.994 323.197
internal_count=600910 594087 347508 246579 6823 4721 2102

Tree=109
num_cat=0
split_feature=48 1 1 6 6 34 23
split_gain=224.583 107.803 343.896 75.4974 84.4704 66.5919 11.2431
threshold=-2.2172124385833736 -0.0037464592605829235 -0.0036749573191627856 -0.05644519999623298 -0.0032315432326868172 -1.579394996166229 -0.0019060997292399404
leaf_value=-0.00062371092146831612 -0.0047074176132307398 -0.0096459349313386938 -0.00070508848468350956 -0.028362214863302433 -0.0078193412099216309 0.00103486217347658 0.019354446277663792
leaf_weight=250.88036520779133 4387.7484871894121 9971.3320427983999 68951.998173981905 972.33554980158806 695.08009895682335 60178.431734919548 73.829142227768898
leaf_count=1140 18049 43407 283442 5719 3473 245351 329
internal_value=-0.000927395 -0.000719068 -0.00183469 -0.0159328 -0.0197987 0.000644632 0.00391872
internal_weight=145482 143490 78923.3 1992.13 1667.42 64566.2 324.71
internal_count=600910 590249 326849 10661 9192 263400 1469

Tree=110
num_cat=0
split_feature=18 23 23 23 34 34 1
split_gain=201.699 107.944 466.116 77.7954 33.7425 22.5653 21.0957
threshold=-0.021510399878025051 -0.0014371092547662554 -0.0014412749442271886 -0.0004490460996748879 1.3778149485588076 1.3853799700737002 -0.0037464592605829235
leaf_value=0.0027694378918371324 0.00036293402077613345 0.0055224321950945081 -0.0070282555437565205 0.00017624556724719144 -0.033668584344798372 -0.0066795175513556923 -0.015381749744264329
leaf_weight=148.19367973506451 59707.429039686918 6142.2905768603086 24313.652670651674 53693.356516420841 315.95409369468689 78.273087650537491 1036.8039368242025
leaf_count=671 242918 25095 103413 220316 2127 400 5983
internal_value=-0.00091124 -0.000735656 -0.0017759 0.000725046 -0.0169058 -0.02831 -0.0131118
internal_weight=145436 143857 84021.1 59835.6 1579.22 394.227 1185
internal_count=600923 591742 346331 245411 9181 2527 6654

Tree=111
num_cat=0
split_feature=48 23 28 1 1 37 14
split_gain=186.47 102.607 148.086 87.2387 261.494 45.1608 23.9383
threshold=-1.8403685092926023 -0.0008609870565123855 -0.0043148747645318499 -0.0037464592605829235 -0.0036749573191627856 0.6231554150581361 -0.013620237819850443
leaf_value=0.0020398197565442448 0.00037321568831590924 0.018772324430840148 -0.018179857859817957 -0.0087474392626878499 -0.00063407998090571989 0.0057124420096336661 0.00037601124767945051
leaf_weight=992.27494440972805 60178.537832394242 179.98300606012344 2812.3746073022485 9123.2661166191101 68015.011306032538 3388.6058412641287 701.58780664205551
leaf_count=4418 245192 838 15185 39130 278975 13765 3420
internal_value=-0.000870596 -0.00970121 -0.0129064 -0.000576491 -0.00159366 0.000657837 0.00413183
internal_weight=145392 4686.22 3804.65 140705 77138.3 63567.1 881.571
internal_count=600923 23861 19603 577062 318105 258957 4258

Tree=112
num_cat=0
split_feature=29 47 17 13 6 6 6
split_gain=177.626 100.789 87.3531 60.3673 63.1095 44.7586 18.3799
threshold=-0.26523210108280176 -1.9132293462753294 -0.89186540246009816 -0.0039383406983688465 -0.0032315368298441167 -0.0032315354328602548 -1.0670051574707029
leaf_value=0.0052547504281105755 -0.016026012212306096 -0.0090870164690061133 -0.0003070835351208846 -0.02655219077765358 -0.0091620918906347281 -0.0036521698254256738 -0.0074822615272617642
leaf_weight=314.25522877275944 1179.4242017492652 2333.5366035550833 137786.41611918807 798.6964703425765 897.39248572289944 1188.4490795880556 849.84989914298058
leaf_count=1386 6103 9782 565877 4546 4217 5188 3824
internal_value=-0.000831764 -0.000608885 -0.000453303 -0.0119351 -0.0173512 -0.00981551 -0.00404385
internal_weight=145348 142488 140120 2860.19 1696.09 2367.87 1164.11
internal_count=600923 586950 575659 13973 8763 11291 5210

Tree=113
num_cat=0
split_feature=18 34 6 27 6 6 7
split_gain=164.665 98.4412 231.354 75.7162 35.5653 38.7474 13.411
threshold=-0.021510399878025051 1.3778149485588076 -0.0032315332209691401 -0.00036970338260289276 -0.0032315407879650588 -0.02541163936257362 0.14887931942939761
leaf_value=0.0063017493285054205 0.00072568710330024762 -0.024598001343235504 -0.0020606280454761629 -0.0013883453579398017 -0.0070696171989586051 -0.023538754232802165 0.060975263494200196
leaf_weight=97.848565861582756 65056.337049141526 1130.824113547802 5003.0180926024914 72585.962555095553 551.84215593338013 885.89946404099464 5.9283722639083853
leaf_count=429 265479 5254 20653 300356 2913 5814 25
internal_value=-0.000794572 -0.000637722 -0.00621558 -0.000389152 -0.0154239 -0.0205707 -0.00634639
internal_weight=145318 143776 6133.84 137642 1541.52 983.748 557.771
internal_count=600923 591742 25907 565835 9181 6243 2938

Tree=114
num_cat=0
split_feature=29 23 0 6 34 8 6
split_gain=157.58 100.014 427.81 92.7253 53.7854 38.0251 24.8307
threshold=-0.26523210108280176 -0.0014371092547662554 -0.0022947916295379396 0.24694620817899707 1.2959081530570986 0.013229621108621361 -0.0032315368298441167
leaf_value=-0.010378614683420004 0.00066228455832784573 0.0037265422024228274 -0.0062503604917041244 -0.00024363140131592479 -0.03374960003397625 0.0096077850777984367 -0.011294815530539938
leaf_weight=2190.200834646821 56487.461966648698 16515.303280174732 26698.399995036423 42743.672428697348 281.65105058997869 211.36671680212021 154.3862152248621
leaf_count=10646 229415 67078 114706 175751 1740 867 720
internal_value=-0.00075909 -0.000549915 -0.00155632 0.000862844 -0.0112594 -0.00861957 -0.0257991
internal_weight=145282 142445 83185.9 59259 2837.6 2401.57 436.037
internal_count=600923 586950 344121 242829 13973 11513 2460

Tree=115
num_cat=0
split_feature=26 23 28 6 34 21 6
split_gain=168.448 102.172 378.524 90.3799 33.1183 22.0511 12.1129
threshold=-2.052433848381042 -0.0014371092547662554 -0.0043148747645318499 0.45025154948234564 1.3778149485588076 -0.15224581956863401 -0.003231556853279471
leaf_value=-0.015936109685775239 0.00048977654477211623 0.0027606778294120343 -0.0059769082177097838 -0.00075149255466384066 -0.038256889645079395 0.012483589451502955 -0.019152892180601955
leaf_weight=695.85879717767239 57348.826519608498 27346.017925187945 26940.262389503419 32435.202019885182 189.58304607123137 60.057669892907143 104.11998994648457
leaf_count=4384 233068 111271 115165 134034 1478 340 630
internal_value=-0.000698727 -0.000567866 -0.00157709 0.000855097 -0.0186607 -0.0136782 -0.0314844
internal_weight=145120 144070 84289.1 59781.2 1049.62 755.916 293.703
internal_count=600370 593538 348233 245305 6832 4724 2108

Tree=116
num_cat=0
split_feature=26 23 28 0 34 21 45
split_gain=155.695 93.2181 345.771 63.8388 31.6189 20.319 9.15735
threshold=-2.052433848381042 -0.0014371092547662554 -0.0043148747645318499 0.0017458013608120384 1.3778149485588076 -0.15224581956863401 -0.0019889373797923322
leaf_value=-0.015366793178872963 0.00046771797576799313 0.0025862642741978671 -0.005715562355578495 -0.00040528559771900365 -0.019020066370677734 0.011843125259459047 -0.036233441529411298
leaf_weight=689.31819239258766 57351.055237859488 24418.08359926194 26905.192701868713 35367.039007082582 92.043054580688477 60.447529256343842 195.53942503780127
leaf_count=4384 233068 100130 115165 145175 609 340 1499
internal_value=-0.00066756 -0.000542457 -0.00150676 0.000816555 -0.0180387 -0.0131731 -0.0307242
internal_weight=145079 144041 84256.2 59785.1 1037.35 749.766 287.582

Tree=117
num_cat=0
split_feature=26 34 6 28 6 34 17
split_gain=143.848 89.9802 213.414 68.6122 31.8412 16.7849 13.2659
threshold=-2.052433848381042 1.3778149485588076 -0.0032315368298441167 0.005382420029491187 -0.003231550799682736 1.3778149485588076 -0.39024449884891504
leaf_value=-0.018677327480934577 -0.00097507926575356554 -0.025698704841879628 -0.0023119878543151643 0.0011701433523857916 -0.015914498795814414 -0.035286540912825001 -0.0013402595449677399
leaf_weight=305.73501078784466 93161.536233603954 929.93135835975409 5256.6840385198593 44666.590511441231 287.9140318185091 206.3795724734664 225.54480993747711
leaf_count=2145 384677 4508 21803 182550 1715 1657 1315
internal_value=-0.000637768 -0.000518176 -0.00582733 -0.000279867 -0.0174313 -0.0253708 -0.00951254
internal_weight=145040 144015 6186.62 137828 1025.57 512.115 513.459
internal_count=600370 593538 26311 567227 6832 3802 3030

Tree=118
num_cat=0
split_feature=26 1 1 43 35 21 9
split_gain=132.888 86.1119 274.042 34.3581 26.1305 16.8805 10.4787
threshold=-2.052433848381042 -0.0037464592605829235 -0.0036749573191627856 0.2271448224782944 1.4088905453681948 -0.15224581956863401 -0.0058194887824356547
leaf_value=-0.014634942098414958 0.00047534919481873728 -0.0085528870421378838 -0.0004981578134575775 0.0051090375589403179 0.0026719070459432382 0.0099679014186440391 -0.031847380087294916
leaf_weight=696.09712028503418 61504.607959777117 9757.4948824867606 69315.849069386721 3420.6339857280254 19.252798281610012 61.459055349230766 237.25038053095341
leaf_count=4521 251423 42372 285837 13906 132 347 1832
internal_value=-0.000609269 -0.000494954 -0.0014921 0.000719478 -0.0168423 -0.012639 -0.0292564
internal_weight=145013 143999 79073.3 64925.2 1014.06 757.556 256.503
internal_count=600370 593538 328209 265329 6832 4868 1964

Tree=119
num_cat=0
split_feature=26 34 6 21 6 23 20
split_gain=122.69 81.405 195.64 65.2862 30.0984 15.9569 9.42472
threshold=-2.052433848381042 1.3778149485588076 -0.0032315368298441167 -0.2052076458930969 -0.003231550799682736 -5.102741488371975e-05 -0.017903908155858513
leaf_value=-0.02541015568762555 -0.00096705098632086472 -0.024678602247007249 -0.0021771872694929585 0.0010847743170764039 -0.0037973800334868894 0.026877471488975759 -0.01648302968905278
leaf_weight=484.63262086361647 89396.722983390093 919.38015996664762 5254.0848736017942 48406.474410168827 316.89344041794538 12.114335581660269 189.52361589670181
leaf_count=3733 369358 4508 21803 197869 1934 69 1096
internal_value=-0.00058205 -0.00047278 -0.0055282 -0.000246301 -0.0162648 -0.024135 -0.00854491
internal_weight=144980 143977 6173.47 137803 1003.16 496.747 506.417

Tree=120
num_cat=0
split_feature=12 28 17 17 13 35 8
split_gain=110.85 79.2206 238.483 95.9506 66.4559 23.1537 15.5011
threshold=-0.3001315295696258 -0.033404938876628869 -0.93323016166687001 -0.93323016166687001 -0.005369683261960744 0.9935450851917268 -0.010413152631372212
leaf_value=-0.003077831464362486 0.019734165946989308 -0.019780144825718243 -0.00069497819026168072 0.0013650114563192356 -0.024025953563951253 0.03130561778616496 -0.0074283164174121967
leaf_weight=395.28996506333351 588.17803876101971 1341.3841692358255 114396.94214389473 27429.002469480038 690.24674138426781 44.082150220870972 136.4735668823123
leaf_count=1839 2418 5600 475582 110228 4134 204 690
internal_value=-0.000513181 -0.000396423 -0.000916171 0.00175064 -0.0137701 0.000371856 -0.021286
internal_weight=145022 143756 115738 28017.2 1266.09 439.372 826.72
internal_count=600695 593828 481182 112646 6867 2043 4824

Tree=121
num_cat=0
split_feature=12 34 7 13 34 35 25
split_gain=101.949 74.4827 146.698 61.7552 61.3396 20.898 20.5384
threshold=-0.3001315295696258 1.3778149485588076 0.015554901212453844 -0.005369683261960744 -1.579394996166229 0.9935450851917268 -1.3255993723869322
leaf_value=-0.0029425068162475688 -0.0050325391495530643 -0.011314131301176754 0.0025868724445682824 -0.03149974368504365 2.4941435467051694e-05 0.029565440947317539 -0.015911504208240494
leaf_weight=394.87286208570004 5041.0279529988766 3488.5239455252886 2748.4506570398808 243.96383330971003 132459.23578004539 44.564754173159599 573.53136678040028
leaf_count=1839 21547 15974 11166 1537 545141 204 3287
internal_value=-0.000490227 -0.000378644 -0.00518837 -0.0132504 -0.000160476 0.000354227 -0.0205635
internal_weight=144994 143737 6236.97 1256.93 137500 439.438 817.495
internal_count=600695 593828 27140 6867 566688 2043 4824

Tree=122
num_cat=0
split_feature=26 28 17 0 6 23 5
split_gain=93.5924 75.2389 338.919 226.131 28.0378 13.4703 11.7862
threshold=-2.052433848381042 0.01025249343365431 -0.93323016166687001 -0.0022947916295379396 -0.0032315860735252495 -0.00031301712442655111 -1.1521240472793577
leaf_value=0.04548118415398808 0.00077726180010534397 -0.023022259530504088 0.0020114172443974274 -0.0034644686687472352 -0.011674346742419234 0.022742907842666898 -0.031853797685945331
leaf_weight=4.0812461227178565 60512.372684702277 1127.2777655273676 38421.601088821888 43924.697411723435 777.28386330604553 23.730656400322914 179.83655597269535
leaf_count=31 245908 4738 156078 187141 5148 121 1530
internal_value=-0.0004683 -0.000373734 0.00129787 -0.00100675 -0.0142928 -0.0106547 -0.0301377
internal_weight=144971 143986 39548.9 104437 984.932 801.015 183.918
internal_count=600695 593865 160816 433049 6830 5269 1561

Tree=123
num_cat=0
split_feature=12 28 17 0 6 9 47
split_gain=91.401 70.1473 299.893 248.019 59.5136 19.1185 14.4327
threshold=-0.3001315295696258 0.005382420029491187 -0.93323016166687001 -0.0022947916295379396 -0.46419106423854822 -0.018994261510670182 -0.57347567379474629
leaf_value=0.013663859348423015 0.00072507913972924218 -0.02165327355442093 0.0016349579452119331 -0.0039976725067726957 0.013998496174675717 -0.01916389537669199 -0.0073062638759048915
leaf_weight=173.40004943311214 60214.701466843486 1147.4571733623743 46360.688401006162 35967.744319476187 36.593298301100731 926.95457382500172 107.76649938523769
leaf_count=798 244564 4846 189263 155155 159 5449 461
internal_value=-0.000447407 -0.00034223 0.00107248 -0.00104101 -0.0125891 -0.0179045 0.00562636
internal_weight=144935 143691 47508.1 96182.4 1244.71 963.548 281.167
internal_count=600695 593828 194109 399719 6867 5608 1259

Tree=124
num_cat=0
split_feature=48 48 34 28 6 17 0
split_gain=86.0382 65.9165 110.391 39.6427 49.7431 38.5174 11.8158
threshold=-2.2172124385833736 1.0000000180025095e-35 1.3778149485588076 -0.0050331091042608014 -0.0032315432326868172 -0.93323016166687001 -0.018058431334793564
leaf_value=-0.010341469547351776 -0.00095630876174762939 -0.0071433377878946805 -0.010728674391724756 -0.020071784677478485 -0.003815589216551936 0.00077126831816463589 0.010439529891170755
leaf_weight=74.407481968402863 67016.693580746651 1266.9577656388283 2425.490273617208 871.30066950619221 677.60639628022909 72351.670009300113 216.95793524384499
leaf_count=334 280798 5297 11197 5745 3491 292855 978
internal_value=-0.000427445 -0.000303079 -0.00129764 -0.0100956 -0.0129601 0.00063506 0.00513258
internal_weight=144901 143061 69442.2 1840.27 1548.91 73618.6 291.365
internal_count=600695 590147 291995 10548 9236 298152 1312

Tree=125
num_cat=0
split_feature=48 9 1 21 7 9 34
split_gain=103.663 72.9057 110.231 37.4816 37.3504 17.3632 9.93873
threshold=-2.2172124385833736 0.10726100578904153 -0.0037464592605829235 -0.2052076458930969 -0.0094247907400131208 0.53420081734657299 1.3778149485588076
leaf_value=-0.017890366429244933 0.00066609289705656929 0.0014650680977465506 -0.0020269019593180831 0.0048012138421812825 -0.00052111518984957232 0.0046093185963744215 -0.020287405563526609
leaf_weight=1173.962153814733 58965.936166569591 15039.346278861165 64388.823066055775 311.84022261947393 318.77744127810001 4657.9846628010273 35.627439476549625
leaf_count=7246 241178 60518 269783 1570 1580 18701 216
internal_value=-0.000470167 -0.000333649 -0.000739599 -0.0110826 -0.0141811 0.00220861 0.00222876
internal_weight=144892 143052 123355 1840.21 1492.74 19697.3 347.468
internal_count=600792 590180 510961 10612 8826 79219 1786

Tree=126
num_cat=0
split_feature=48 28 23 9 14 18 21
split_gain=96.5587 107.674 175.849 52.6696 74.7108 16.7738 15.7304
threshold=-1.4635246396064756 -0.0052942924667149774 -0.0014371092547662554 0.10726100578904153 0.070049244910478606 0.0017768815159797671 4.5086498260498056
leaf_value=0.0033343535953530229 2.5444438169367857e-05 -0.012434812445848129 0.002714976731296094 0.0027835883944177216 -0.0029635069242329019 -0.00026373654149207463 0.079604742348053634
leaf_weight=2346.0375664979219 95278.697430834174 4852.7308443784714 2280.6672904193401 14629.476546421647 20594.868469327688 4877.2252853214741 5.4886909425258628
leaf_count=10173 390742 25798 10704 58818 84919 19615 23
internal_value=-0.000449135 -0.00483835 -0.00759117 -0.00014162 -0.000505799 0.00202167 0.00351238
internal_weight=144865 9484.92 7133.4 135380 115874 19506.7 2351.53
internal_count=600792 46698 36502 554094 475661 78433 10196

Tree=127
num_cat=0
split_feature=48 22 28 17 7 34 18
split_gain=89.796 67.1003 118.356 51.0503 33.411 43.2368 15.924
threshold=-2.2172124385833736 -0.46836589276790613 0.01025249343365431 -0.8376634120941161 -0.011891830712556837 1.3778149485588076 -0.019941485486924645
leaf_value=-0.010763974923063484 -0.0018343432965697904 -0.0061923870459933824 0.0019337459970204501 0.0014019653530164815 -0.010658880787963794 -0.03377618764313773 0.0056082941026805557
leaf_weight=1111.9730955883861 74531.388875335455 1867.1446525454521 21822.28441208601 44792.873028062284 198.04549547284842 194.21008831262589 316.76200012862682
leaf_count=6386 311072 7838 88498 182772 1159 1570 1497
internal_value=-0.000429074 -0.000302638 -0.000980942 0.00109807 -0.0103589 -0.0141856 -0.000649658
internal_weight=144835 143014 96353.7 46660 1820.99 1306.18 514.807
internal_count=600792 590180 399570 190610 10612 7956 2656

Tree=128
num_cat=0
split_feature=47 6 28 28 17 17 31
split_gain=86.1479 107.009 222.115 45.7169 181.502 114.676 23.9836
threshold=-1.2433525025844572 -0.0032315300777554508 -0.0047431052662432185 -0.068877790123224245 -0.93323016166687001 -0.93323016166687001 0.59690189361572277
leaf_value=0.00067093537207593939 0.02389537677145093 -0.0022681937990161631 -0.014653663964507636 -0.016880966484920889 -0.00019481436276360688 0.0014391400877122301 0.0032117707908780467
leaf_weight=3664.4340337812901 472.33747375011444 3181.7198273614049 4012.3041816428304 1336.019163325429 110492.84466505796 18362.659429684281 3289.1580305173993
leaf_count=15298 1950 13949 21822 5641 454506 73733 13893
internal_value=-0.000409877 -0.00374544 -0.00733858 -4.87186e-05 -0.000394164 0.00200229 0.000517281
internal_weight=144811 14147.6 7676.74 130664 111829 18835 6470.88
internal_count=600792 64962 37120 535830 460147 75683 27842

Tree=129
num_cat=0
split_feature=47 6 28 28 17 17 45
split_gain=78.7625 98.1026 204.613 41.7016 166.128 105.106 21.929
threshold=-1.2433525025844572 -0.0032315300777554508 -0.0047431052662432185 -0.068877790123224245 -0.93323016166687001 -0.93323016166687001 -0.0019889373797923322
leaf_value=0.00064067281812112652 0.022916385670838441 0.0033555726159563218 -0.01409108521546071 -0.016176062890827406 -0.00018605268124702187 0.0013743824127376582 -0.0019041258619080085
leaf_weight=3664.8276180326939 470.39762195944786 2950.3428867161274 3985.3609243780375 1331.6011721491814 110489.96384399384 18362.612714841962 3520.6082322373986
leaf_count=15298 1950 12347 21822 5641 454506 73733 15495
internal_value=-0.000391596 -0.00358425 -0.00703383 -4.65346e-05 -0.000376466 0.00191244 0.000493963
internal_weight=144776 14121.1 7650.19 130655 111822 18833 6470.95

Tree=130
num_cat=0
split_feature=48 34 6 22 12 6 9
split_gain=71.4462 142.921 120.739 102.945 39.3054 38.6668 30.4051
threshold=1.0000000180025095e-35 1.3778149485588076 -0.0032315343851223584 -0.46836589276790613 -0.25239396095275873 0.59681844711303722 0.53420081734657299
leaf_value=-0.0020548085320344711 0.0042261256784101127 -0.022614981282167129 -0.0035173814264997287 0.0017775067138659391 -7.7470713261315016e-05 -0.0015426083043755105 0.0041841566975107814
leaf_weight=48366.200670853257 10141.886389866471 1137.0763729885221 1633.2745090052485 20090.033784203231 56711.607909157872 3063.6510484963655 3605.7141730934381
leaf_count=205987 41215 6681 7089 83219 229593 12557 14470
internal_value=-0.000319895 -0.00133564 -0.0113559 -0.000930129 0.000664123 0.00288779 0.000177285
internal_weight=144749 71226.6 2770.35 68456.2 73522.9 13205.5 60317.3
internal_count=600811 302976 13770 289206 297835 53772 244063

Tree=131
num_cat=0
split_feature=47 48 50 17 6 28 49
split_gain=72.6539 87.022 99.9323 40.7638 309.748 58.2871 12.4933
threshold=-1.2433525025844572 0.42069473117589956 -0.15213821828365323 -0.89186540246009816 0.27327984571456915 0.01025249343365431 -1.2793034911155698
leaf_value=-0.0096581218981259369 0.0081451718795158227 -0.0043054356063892373 -0.00026168421146835903 -0.00047316919740691445 -0.026174789605014286 0.0016550065709663932 0.0026690943429607907
leaf_weight=5628.7805971875787 1287.0028640180826 599.33622236549854 3866.2000580355525 92166.266023211181 908.39219656586647 36334.163954705 3933.0518789738417
leaf_count=27505 5389 2435 18749 379353 3950 147413 16017
internal_value=-0.000305611 -0.00338324 -0.00583205 2.47057e-05 -0.00605545 0.000128584 0.00174682
internal_weight=144723 14027.4 9494.98 130696 2195.4 128500 4532.39
internal_count=600811 64706 46254 536105 9339 526766 18452

Tree=132
num_cat=0
split_feature=47 21 48 0 9 21 50
split_gain=66.3656 80.3695 96.8118 39.2619 41.7105 19.197 17.4953
threshold=-1.2433525025844572 -0.18278360366821286 0.42069473117589956 -0.040125846862792962 0.10726100578904153 1.1624502539634707 -0.19042925536632535
leaf_value=-0.00789212704090448 0.0028257953754213154 0.00079527540355090788 0.0015737721872493907 -0.00046802175977272065 0.0018841678195173658 0.011089407015586861 0.0080108740518639848
leaf_weight=7561.7744329571724 4517.7327517867088 2422.4939677491784 3078.6965835988522 107734.79954437912 17786.35597127676 651.34667122364044 946.25653648376465
leaf_count=37610 18344 10172 12554 443601 71527 2633 4370
internal_value=-0.000291963 -0.00323547 -0.00515328 2.35632e-05 -0.000134716 0.00386708 0.00282208
internal_weight=144699 14009.2 10640.5 130690 125521 5169.08 3368.75
internal_count=600811 64706 50164 536105 515128 20977 14542

Tree=133
num_cat=0
split_feature=34 1 1 9 1 19 29
split_gain=64.31 74.6682 197.691 50.9191 31.2245 26.4732 19.2591
threshold=-1.579394996166229 -0.0037464592605829235 -0.0036749573191627856 -0.046046644449234002 -0.06823741644620894 -0.021615577861666676 -0.23111616075038907
leaf_value=0.013779188874474648 0.0033765310711832371 -0.0069715229072254345 -0.00015700818972890998 0.011234098676961467 -0.0099393717545543849 0.00070666132836266413 -0.0012034238581922461
leaf_weight=190.70668984949589 8804.1943616122007 9846.6680645793676 69238.817215383053 148.21323232352734 2913.2719162106514 51582.952311113477 1952.1051048189402
leaf_count=773 36431 45035 286192 610 13545 210338 7887
internal_value=-0.000278901 -9.56318e-05 -0.00100546 -0.00519042 -0.00891432 0.00109592 0.000130004
internal_weight=144677 139473 79085.5 5204.3 3061.49 60387.1 2142.81
internal_count=600811 577996 331227 22815 14155 246769 8660

Tree=134
num_cat=0
split_feature=22 47 48 17 28 11 9
split_gain=58.9176 100.227 113.952 44.755 266.835 33.1945 30.1236
threshold=-0.62314492464065541 -0.57347567379474629 1.0000000180025095e-35 -0.8376634120941161 0.043198719620704658 1.6078358292579653 -0.052930634468793862
leaf_value=-0.0052475060446971113 0.0088333658519250385 0.0017597928469466552 0.00060724472062020029 0.0016063327935769199 -0.024636714555912608 -0.0039826852922304834 -0.00047726759897374508
leaf_weight=18462.1385993734 1117.8752990067005 15875.757606223226 10594.97858916223 42999.027658186853 848.41603492200375 2265.2552228868008 52492.361594885588
leaf_count=85052 4681 63942 43181 175601 3657 9326 215371
internal_value=-0.000266425 -0.000898754 -0.00311271 0.00103792 -0.00560832 0.00132663 4.22001e-05
internal_weight=144656 97425.2 29057.1 47230.6 1966.29 45264.3 68368.1
internal_count=600811 407546 128233 193265 8338 184927 279313

Tree=135
num_cat=0
split_feature=34 13 6 38 9 1 27
split_gain=63.9673 68.3966 111.057 67.606 53.9047 28.7406 13.8609
threshold=-1.579394996166229 -0.0039383406983688465 -0.0032315261196345087 1.0000000180025095e-35 -0.070271071046590791 -0.06823741644620894 0.047605445608496673
leaf_value=0.0020885785955160252 0.00069487481683748052 -0.0036038788942930064 0.00018050756272363451 0.006720978980343675 0.0088171622400851964 -0.0092696369326198819 -0.024712096859447589
leaf_weight=1666.487644046545 59426.231421634555 22177.864828303456 53785.981536500156 4025.3273048996925 188.02310617268085 3307.2354571595788 40.015706181526184
leaf_count=6718 243449 95959 222097 16422 771 15210 162
internal_value=-0.000196221 -1.34105e-05 -0.000924355 0.00107717 -0.00509584 -0.00829668 0.00146013
internal_weight=144617 139415 75963.8 63451.6 5201.76 3495.26 1706.5
internal_count=600788 577927 318056 259871 22861 15981 6880

Tree=136
num_cat=0
split_feature=19 7 27 34 8 51 11
split_gain=61.017 52.179 65.6395 35.5772 27.8815 25.2683 13.5261
threshold=-0.02401504851877689 -0.15514732152223584 -0.00047713964886497701 1.3476719260215761 0.015193636063486339 -0.14273267239332196 0.59718331694602977
leaf_value=-0.006745327416529218 0.0048664629234939734 0.00073027325445216358 -0.0013106452737157476 -0.033843675281277394 0.014103528376436579 0.00098123929543201681 -0.014775734911149989
leaf_weight=1703.7950004786253 5606.8977740257978 59777.971987850964 68452.28662699461 110.77823633700609 140.60957905650139 8572.3523650616407 235.45039048790932
leaf_count=8948 22542 245178 286615 992 579 34539 1395
internal_value=-0.000187433 -7.27839e-05 -0.000359216 -0.00764056 -0.0051559 0.00251757 -0.0208767
internal_weight=144600 142410 128230 2190.63 1844.4 14179.3 346.229
internal_count=600788 588874 531793 11914 9527 57081 2387

Tree=137
num_cat=0
split_feature=34 34 7 28 1 7 46
split_gain=58.3984 60.2908 128.655 46.7505 40.7646 29.4889 14.0251
threshold=-1.579394996166229 1.3778149485588076 0.0082902335561811941 -0.0043148747645318499 -0.0037464592605829235 -0.030801535584032532 -0.0072014341130852691
leaf_value=-0.0028800149502759133 0.0010629060065620326 -0.01052616555011647 0.0023304852845757763 -0.0019077107036886878 -0.00051895631239386815 -0.013705394313237555 0.0047752311907808898
leaf_weight=2551.0046044737101 60426.454058617353 3255.7638915330172 3055.205611422658 612.89127095043659 72653.308820419014 1430.1809829100966 598.29400658607483
leaf_count=10363 246923 15918 12467 2620 302619 7397 2481
internal_value=-0.000179047 -4.49707e-06 -0.00430213 -0.0048649 0.000199307 -0.0101663 -0.00142569
internal_weight=144583 139391 6310.97 5192.37 133080 2043.07 3149.3
internal_count=600788 577927 28385 22861 549542 10017 12844

Tree=138
num_cat=0
split_feature=6 28 6 17 6 6 38
split_gain=57.8729 453.287 236.553 187.387 132.07 75.9635 63.5993
threshold=-0.0032315243734046812 -0.0043148747645318499 -0.0032315314747393127 -0.93323016166687001 0.4208949357271195 0.19465310126543048 1.0000000180025095e-35
leaf_value=0.00032358802454537179 -0.00048522101743696651 -0.013913284443067679 -0.0026322625666157571 0.0037588393920867792 -0.030671763069944888 0.00023387985288303288 0.0062454999480380767
leaf_weight=56738.042194902897 537.33869002759457 7191.4989438802004 7897.7790562957525 16316.964523404837 646.75212334096432 51310.08683193475 3926.5818524509668
leaf_count=230631 2242 36785 33950 66457 2864 211847 16012
internal_value=-0.000171049 -0.00102916 -0.00800876 0.000773646 -0.0169732 0.00108438 0.00070689
internal_weight=144565 75753.9 15089.3 68811.1 1184.09 67627.1 60664.6
internal_count=600788 317378 70735 283410 5106 278304 246643

Tree=139
num_cat=0
split_feature=6 0 6 21 21 6 6
split_gain=52.8089 415.152 213.905 173.947 89.6335 81.5777 72.9589
threshold=-0.0032315243734046812 -0.0022947916295379396 -0.0032315314747393127 3.1711952686309819 0.68607407808303844 0.41130086779594427 0.50301289558410656
left_child=1 4 -3 6 -1 -5 -2
leaf_value=0.00033205219903736054 0.0024831509423099726 -0.013216448502878741 -0.0025154745603971477 -0.0019357230268180876 0.0092107205540349936 -0.025018626335724443 -0.00047667849641025092
leaf_weight=58152.539864063263 34852.559332638979 7264.0853638648987 7892.675343953073 521.60462211072445 2397.4247890710831 764.38341082632542 32675.106368027627
leaf_count=236407 142227 37237 33950 2173 9784 3358 135652
internal_value=-0.000163523 -0.000983632 -0.00764406 0.000738736 0.000683596 -0.0156561 0.00105096
internal_weight=144520 75706.7 15156.8 68813.7 60550 1285.99 67527.7
internal_count=600788 317378 71187 283410 246191 5531 277879

Tree=140
num_cat=0
split_feature=23 23 22 0 23 44 44
split_gain=63.5621 203.186 88.0251 66.4313 39.0403 33.2439 29.9526
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.60506072640418995 -0.00067674985621124495 -0.0037716437363997097 1.0000000180025095e-35 3.8360519409179692
leaf_value=-0.00033096835579356448 0.0029739164896635051 -0.0061132480605654667 -0.00010388631759994838 0.00034781944332184188 0.002272181873244304 -0.0054792971104955382 0.0097286428167926778
leaf_weight=43812.012638799846 10725.499721392989 18120.878931999207 6783.8772057294846 45382.202922150493 15900.555929131806 2073.1438274234533 1517.4418235719204
leaf_count=178652 44189 83068 28224 186518 64822 8430 6175
internal_value=-0.000268639 -0.00106188 -0.00447634 0.000855717 0.000362211 9.32549e-05 0.00381113
internal_weight=144316 84617.3 24904.8 59698.3 59712.6 47455.3 12242.9
internal_count=600078 354766 111292 245312 243474 194948 50364

Tree=141
num_cat=0
split_feature=23 23 6 6 48 28 23
split_gain=57.9864 185.598 184.546 67.2554 59.3741 51.6519 35.5987
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.0032315314747393127 0.66048380732536327 -0.70983687043189991 0.01025249343365431 -0.0037716437363997097
leaf_value=-0.00031608405301876722 0.0063182507371823239 -0.0091150675875868482 -0.0011727666685706292 -0.0042879049595228808 0.00125713731205493 0.00032294373663266281 0.002169519730291359
leaf_weight=43810.755104936659 5538.1945907920599 9732.680110514164 15140.114703275263 7039.9508739709854 30788.086432218552 16336.488508731127 15903.520086728036
leaf_count=178652 23366 47174 64118 30401 124859 66686 64822
internal_value=-0.00025663 -0.00101451 -0.00428057 0.000817143 0.00202874 -0.00106564 0.000345899
internal_weight=144290 84587.1 24872.8 59702.7 36326.3 23376.4 59714.3
internal_count=600078 354766 111292 245312 148225 97087 243474

Tree=142
num_cat=0
split_feature=48 22 38 21 25 0 17
split_gain=54.6901 40.4103 64.9466 38.8476 18.7015 12.2564 9.62272
threshold=-2.5940562486648555 -0.55687132477760304 1.0000000180025095e-35 -0.075601164251565919 -0.84910756349563588 -0.026700210757553574 3.7556935548782353
leaf_value=-0.030096169848146118 -0.00091925275857253266 0.0024233931116843591 0.0060702545184429836 -0.00020016664184513086 0.074418230327428808 -0.010216808353559242 0.04597505547116601
leaf_weight=144.46220231056213 93896.005578167737 19540.51646014303 2771.5468787550926 27532.086828760803 3.4974945783615103 371.42210547626019 3.4476645588874808
leaf_count=1145 392522 79637 11263 112980 16 2493 22
internal_value=-0.000245181 -0.000192339 -0.000718857 0.000888911 -0.0147729 -0.00942728 -0.028323
internal_weight=144263 143740 96667.6 47072.6 522.829 374.92 147.91
internal_count=600078 596402 403785 192617 3676 2509 1167

Tree=143
num_cat=0
split_feature=23 23 6 6 48 8 28
split_gain=52.5608 168.062 168.407 61.1658 54.2339 46.5762 33.8029
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.0032315314747393127 0.66048380732536327 -0.70983687043189991 -0.062790982425212846 0.37684145569801336
leaf_value=0.00043984177116773254 0.0060401015507811472 -0.0086964313348050198 -0.0011006884829020181 0.002546470190118603 0.0012053577544493266 -0.0021435229987362158 -0.010898894888992528
leaf_weight=59174.878682881594 5544.4280762076378 9698.4402219280601 15134.662482976913 5657.6656602472067 30790.43728941679 17710.689711645246 537.24838088452816
leaf_count=241232 23366 47174 64118 22879 124859 74208 2242
internal_value=-0.000234193 -0.000956035 -0.00406717 0.000788001 0.0019431 -0.00100804 0.000337824
internal_weight=144248 84545.2 24833.1 59703.2 36334.9 23368.4 59712.1

Tree=144
num_cat=0
split_feature=8 8 48 29 48 51 45
split_gain=49.1019 85.3093 123.893 48.6107 39.8611 38.7865 13.0705
threshold=-0.060999499633908265 -0.0056424618232995263 -0.33299300819635386 -0.21670274436473844 -0.70983687043189991 -0.14273267239332196 0.041257398203015334
leaf_value=0.00661359957326812 -0.004304287224306029 0.0026314740573134343 1.7500405725479901e-05 -0.00024591836404204811 0.0027042666262104614 -0.00083406945197173987 -0.0046170861101480819
leaf_weight=3325.1307459920645 24534.63746740669 16146.6699712798 29682.820714205503 45092.640964128077 11726.290072053671 13491.106820374727 223.98269444704056
leaf_count=13651 112309 66278 121861 183558 47117 54375 929
internal_value=-0.000223742 -0.000638198 -0.00193821 0.00051275 0.00143971 0.000811285 0.00590484
internal_weight=144223 115457 54217.5 61239.3 28766.5 25217.4 3549.11
internal_count=600078 484006 234170 249836 116072 101492 14580

Tree=145
num_cat=0
split_feature=12 1 48 29 0 17 53
split_gain=46.1519 57.8892 62.1772 42.8023 45.3952 29.815 12.7106
threshold=-0.29080538451671595 -0.0037464592605829235 -0.70983687043189991 -0.22433354705572126 -0.042959121987223618 -0.81133443117141713 -0.053967500105500214
leaf_value=0.0011133525559014893 -0.0042749162316784517 -0.014484705704454077 -0.00056383817945066027 0.0037742153503113598 -0.00061998026095021587 0.0020101594995818898 0.020789250919657928
leaf_weight=1539.7310940176249 1632.816407173872 1598.0464470684528 1094.8473313301802 4976.9462387114763 109599.2036203295 23901.911647081375 69.485343113541603
leaf_count=6753 7130 9498 4652 20214 452816 99591 303
internal_value=-0.000198767 -0.00478968 -0.00882491 -5.78026e-05 -0.000429106 0.00160826 0.00196295
internal_weight=144413 4302.11 2692.89 140111 114576 25534.7 1609.22
internal_count=600957 21206 14150 579751 473030 106721 7056

Tree=146
num_cat=0
split_feature=28 17 44 6 0 0 28
split_gain=43.7335 178.507 130.214 118.563 100.961 63.288 41.1763
threshold=0.005382420029491187 -0.93323016166687001 1.0000000180025095e-35 0.60849225521087658 -0.0022947916295379396 0.0017458013608120384 -0.018838660791516301
left_child=2 3 4 -2 -1 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=7.3625524426342115e-05 -0.0041263467205449001 0.0034863405363921968 0.0045303211999542844 -0.033930665980631186 -0.0029849743633996876 6.0728189288216258e-05 0.015220634580129268
leaf_weight=56517.307856351137 627.03604400157928 17516.369544953108 3717.9449754655361 475.0473290681839 35632.470844738185 29005.964699134231 907.74941089004278
leaf_count=229767 2651 71600 15200 2166 157398 118454 3721
internal_value=-0.000189871 0.000926488 -0.000739246 -0.0169733 -0.00110907 0.00135052 0.0066282
internal_weight=144400 47624.4 96775.5 1102.08 92149.8 46522.3 4625.69
internal_count=600957 194871 406086 4817 387165 190054 18921

Tree=147
num_cat=0
split_feature=6 0 6 17 6 17 6
split_gain=43.127 266.916 154.555 143.746 124.238 65.8943 57.1967
threshold=-0.0032315243734046812 -0.0022947916295379396 -0.0032315314747393127 -0.93323016166687001 0.60849225521087658 -0.93323016166687001 0.54854193329811107
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.014724806876159745 -0.0029854445634624367 -0.011099152348316665 -0.0019481210819513994 0.0020887606110437974 -0.032812522947187533 0.00025330961869961092 -0.00053965501597809872
leaf_weight=644.01165744662285 704.41388565301895 7128.1729232519865 7856.8482497781515 37184.214463412762 472.4478380382061 59853.586439207196 30530.333792984486
leaf_count=2679 2974 37207 33917 151731 2180 243350 126919
internal_value=-0.000181407 -0.000924429 -0.00630114 0.000632704 -0.0149594 0.000407362 0.000903692
internal_weight=144374 75482.6 14985 68891.4 1176.86 60497.6 67714.5
internal_count=600957 317153 71124 283804 5154 246029 278650

Tree=148
num_cat=0
split_feature=34 6 13 55 55 17 55
split_gain=40.3336 126.562 34.5375 37.1656 27.281 26.1507 24.1823
threshold=1.3778149485588076 -0.0032315368298441167 -1.3620675802230833 0.36563305556774145 -1.2823160886764524 0.44597697257995611 1.3029467463493349
left_child=2 5 6 -4 -3 -2 -1
right_child=1 4 3 -5 -6 -7 -8
leaf_value=0.0038313143428889878 -0.02072394656660289 0.0084154620264249719 0.00050919157031513776 -0.0010099554577660862 -0.0019816397396063431 0.00036931324520460024 0.017753197453935377
leaf_weight=1346.8796561360359 911.67761637270451 574.20393703877926 82467.329830832779 53942.368534237146 4646.3244079425931 136.89165568351746 310.99198237061501
leaf_count=5458 5702 2400 341636 224174 19476 853 1258
internal_value=-0.000173376 -0.00370359 -1.30827e-05 -9.15457e-05 -0.000838066 -0.0179702 0.00644285
internal_weight=144337 6269.1 138068 136410 5220.53 1048.57 1657.87
internal_count=600957 28431 572526 565810 21876 6555 6716

Tree=149
num_cat=0
split_feature=13 12 48 17 38 55 28
split_gain=39.0823 71.4177 62.245 56.461 55.2287 49.6165 39.5264
threshold=-0.0039383406983688465 -0.29080538451671595 -0.70983687043189991 -0.86012724041938771 1.0000000180025095e-35 -0.27334730327129358 0.005382420029491187
leaf_value=-0.00014511402789066857 -0.014925732676901891 -0.0083371514754056169 -0.00024518721390862335 -0.00041787301245036412 0.010817031360995587 0.00085280134084270772 0.0031308310567748792
leaf_weight=55478.506469219923 1344.3742692396045 1870.4734678640962 1035.2004786878824 71929.526450045407 1975.7893098294735 2074.4573677927256 8616.6637475937605
leaf_count=228405 8313 8366 4403 299923 8055 8522 34970
internal_value=-0.000165623 -0.000865999 -0.00853917 -0.000618588 0.000617325 0.00571355 0.000295289
internal_weight=144325 76179.6 2379.57 73800 68145.4 4050.25 64095.2
internal_count=600957 321005 12716 308289 279952 16577 263375

end of trees

feature_importances:
Column_6=121
Column_7=115
Column_28=98
Column_48=85
Column_17=52
Column_8=50
Column_9=44
Column_34=42
Column_0=41
Column_18=40
Column_23=40
Column_47=36
Column_1=35
Column_21=30
Column_16=25
Column_26=21
Column_12=18
Column_38=17
Column_22=15
Column_44=14
Column_13=13
Column_14=12
Column_19=10
Column_45=7
Column_55=7
Column_2=6
Column_20=6
Column_29=6
Column_27=5
Column_35=5
Column_50=5
Column_37=4
Column_11=3
Column_33=3
Column_4=2
Column_25=2
Column_31=2
Column_46=2
Column_49=2
Column_51=2
Column_54=2
Column_3=1
Column_5=1
Column_43=1
Column_52=1
Column_53=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 50]
[learning_rate: 0.045]
[num_leaves: 31]
[num_threads: 1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 3]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null

objective=binary metric=binary_logloss num_leaves=31 max_depth=3 learning_rate=0.045 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50

tree
objective=regression
tree_sizes=901 909 915 926 911 908 914 914 911 911 920 920 918 915 926 904 930 929 926 923 925 918 919 913 919 916 927 928 924 920 923 940 932 923 926 933 917 923 913 914 917 919 919 920 927 927 922 929 923 923 931 928 924 926 926 919 905 919 908 913 907 914 912 915 908 919 916 924 925 919 926 914 914 917 911 906 915 921 920 921 925 921 923 921 919 921 908 918 906 902 914 902

Tree=0
num_cat=0
split_feature=45 17 0 55 34 0 49
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 0.0378807 0.0249231
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.034956371411681168 -1.6757296919822691
leaf_value=0.00012748553621415648 0.00015463319599459696 0.0010467665133834453 0.032394429892984293 0.00012667258434801744 0.0012385018759543851 9.4927421390892267e-05 0.00010094505456402359
leaf_weight=82 22392 58 20 10818 687 551563 2067
leaf_count=82 22392 58 20 10818 687 551563 2067
internal_value=0.000100342 0.000416573 0.00645434 9.91395e-05 0.000193063 9.72568e-05 0.00012676
internal_weight=587687 2227 102 585460 11505 573955 2125
internal_count=587687 2227 102 585460 11505 573955 2125

Tree=1
num_cat=0
split_feature=45 17 33 55 34 0 49
split_gain=0.100684 1.75507 7.79825 0.0466273 0.359646 0.0345481 0.0227305
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.034956371411681168 -1.6757296919822691
leaf_value=0.030502277279811096 4.9283090101281703e-05 0.00090127039641660746 -0.00026996007368628247 2.258070434309759e-05 0.0010843777165228166 -7.7359247184941209e-06 -1.9890826472510224e-06
leaf_weight=21 22392 58 81 10818 687 551563 2067
leaf_count=21 22392 58 81 10818 687 551563 2067
internal_value=-2.56465e-06 0.000299436 0.0060655 -3.71342e-06 8.5984e-05 -5.51141e-06 2.26646e-05

Tree=2
num_cat=0
split_feature=45 17 6 23 49 31 49
split_gain=0.091826 1.60067 7.60168 0.0385713 0.210758 0.0311736 0.0207308
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 -0.030672303400933739 -1.3179033398628233 2.102653026580811 -1.6757296919822691
leaf_value=-0.00027446638646524214 0.00044089778299218426 0.00086071321777628066 0.030667332562850789 -7.3150934001061919e-06 9.0595357482658404e-06 8.8752807403470071e-05 -1.8995910717756305e-06
leaf_weight=82 2517 58 20 550798 25219 6926 2067
leaf_count=82 2517 58 20 550798 25219 6926 2067
internal_value=-2.44924e-06 0.000285961 0.00579255 -3.54631e-06 4.82482e-05 -6.12209e-06 2.16447e-05
internal_weight=587687 2227 102 585460 27736 557724 2125
internal_count=587687 2227 102 585460 27736 557724 2125

Tree=3
num_cat=0
split_feature=55 26 26 33 13 13 13
split_gain=0.0421096 0.318429 13.7123 0.119695 0.0340209 0.230277 0.016826
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -0.25902542471885676 -0.27063107490539545 0.25719563663005834
leaf_value=1.0700348798803319e-05 -5.6552511296864849e-05 -2.2410783575657939e-05 0.035192189920603793 0.00057161545080140839 -4.90366919093751e-06 0.00048036908677666763 -3.2748661246608778e-05
leaf_weight=49121 789 10104 23 737 476292 2209 48412
leaf_count=49121 789 10104 23 737 476292 2209 48412
internal_value=-2.33903e-06 8.23515e-05 0.000941872 1.79727e-05 -4.05229e-06 3.09127e-05 -7.4728e-06
internal_weight=587687 11653 812 10841 576034 51330 524704
internal_count=587687 11653 812 10841 576034 51330 524704

Tree=4
num_cat=0
split_feature=45 24 5 55 34 27 0
split_gain=0.0829676 0.63764 9.77162 0.0385865 0.326701 0.0327516 0.0282001
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 0.16744337230920794 -0.034956371411681168
left_child=1 5 -3 6 -5 -1 -2
leaf_value=3.0573010968678442e-06 4.4592866947970203e-05 0.032589097889162075 4.6027294134918019e-05 1.7891448236544539e-05 0.001029889012219841 -0.0010482985226025771 -6.9219920297638913e-06
leaf_weight=1861 22392 20 284 10818 687 62 551563
leaf_count=1861 22392 20 284 10818 687 62 551563
internal_value=-2.23377e-06 0.000271912 0.00218702 -3.27658e-06 7.8321e-05 -3.08398e-05 -4.91222e-06
internal_weight=587687 2227 304 585460 11505 1923 573955
internal_count=587687 2227 304 585460 11505 1923 573955

Tree=5
num_cat=0
split_feature=15 51 31 49 55 34 19
split_gain=0.130313 23.5401 42.7852 2.543 0.0474955 0.405265 0.0288705
threshold=0.55725386738777172 -0.044410638511180871 1.2971196770668032 -0.12514873594045636 2.0211037397384648 1.468370318412781 0.089487399905920043
leaf_value=-3.4297986184851953e-06 0.082028952804741498 0.0080568945136089698 -6.0465649330581069e-05 -4.4512810908569572e-05 2.9214872646451965e-05 0.0012735727092183058 8.5715835948688189e-05
leaf_weight=557504 20 79 36 11486 10561 558 7455
leaf_count=557504 20 79 36 11486 10561 558 7455
internal_value=2.56883e-06 0.000151762 0.0292572 1.08275e-05 -4.40779e-07 9.16622e-05 -2.25346e-06
internal_weight=587699 11621 56 11565 576078 11119 564959
internal_count=587699 11621 56 11565 576078 11119 564959

Tree=6
num_cat=0
split_feature=45 47 3 17 49 0 23
split_gain=0.156656 1.31979 10.2346 0.536589 0.0768369 2.90482 0.0367031
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 2.1410850286483769 0.038437766954302795 -0.030672303400933739
leaf_value=0.027192602775319302 5.0875159240323906e-05 0.0020475423655361702 0.00016381557310556671 2.4710279023787405e-06 -1.8138849636839235e-05 0.0037624006220461116 -4.9529293079216838e-06
leaf_weight=32 24941 271 250 6290 12145 426 543344
leaf_count=32 24941 271 250 6290 12145 426 543344
internal_value=2.45323e-06 0.000216505 0.00323091 8.6942e-05 -6.84864e-08 0.000109974 -2.50274e-06
internal_weight=587699 6843 282 6561 580856 12571 568285
internal_count=587699 6843 282 6561 580856 12571 568285

Tree=7
num_cat=0
split_feature=21 5 9 31 19 47 23
split_gain=0.114199 1.90693 64.1301 0.350618 0.0824787 0.990296 0.0263544
threshold=0.72027611732482921 2.1598320007324223 0.0035684190224856143 2.102653026580811 0.089487399905920043 -1.256108224391937 -0.034202711656689637
leaf_value=4.9212138313083177e-05 4.8572816123631716e-07 0.081829688182563573 -0.00013755382525991065 0.0010000437706615658 0.0022331772844473388 2.7269272012875138e-05 -5.6336863407990713e-06
leaf_weight=18347 21432 20 576 735 433 8543 537613
leaf_count=18347 21432 20 576 735 433 8543 537613
internal_value=2.34284e-06 0.000101164 0.00261302 3.36285e-05 -1.63898e-06 0.000133682 -3.82374e-06
internal_weight=587699 22763 596 22167 564936 8976 555960
internal_count=587699 22763 596 22167 564936 8976 555960

Tree=8
num_cat=0
split_feature=45 47 7 17 21 49 0
split_gain=0.139441 1.1738 12.9529 0.489304 0.105713 2.13974 0.0226449
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 0.72027611732482921 2.1410850286483769 -0.034956371411681168
leaf_value=0.033309426995060329 4.5891298970622881e-05 0.0019542219367342166 -2.6545432867841612e-05 1.335637054995623e-06 2.6701857072308081e-05 0.0029353734416394869 -5.5469215381037295e-06
leaf_weight=26 17904 271 256 6290 20922 525 541505
leaf_count=26 17904 271 256 6290 20922 525 541505
internal_value=2.23741e-06 0.000204186 0.00304698 8.1999e-05 -1.41723e-07 9.79031e-05 -3.90063e-06
internal_weight=587699 6843 282 6561 580856 21447 559409
internal_count=587699 6843 282 6561 580856 21447 559409

Tree=9
num_cat=0
split_feature=45 33 17 5 7 55 17
split_gain=0.127173 0.567431 8.19979 0.0834884 13.747 0.038192 0.033077
threshold=-0.092140045017003999 -0.21057546883821485 -0.8084605038166045 2.1598320007324223 0.024630161002278331 2.0211037397384648 -0.8243863284587859
leaf_value=0.027615877632406013 -3.8843685894906658e-06 -0.00051927429811683321 0.00054898601681636515 0.017347386057665299 -4.401457082162213e-05 8.1708374996749105e-05 -3.3723984994064935e-06
leaf_weight=23 561110 265 1555 93 8894 10759 5000
leaf_count=23 561110 265 1555 93 8894 10759 5000
internal_value=2.13673e-06 0.000194998 0.000943497 -1.35346e-07 0.000135957 -2.27405e-06 -2.9339e-05
internal_weight=587699 6843 1578 580856 8987 571869 5265
internal_count=587699 6843 1578 580856 8987 571869 5265

Tree=10
num_cat=0
split_feature=15 51 8 16 23 55 45
split_gain=0.102181 23.6689 41.3205 1.32496 0.0263079 0.248745 0.0182689
threshold=0.55725386738777172 -0.044410638511180871 0.047026967629790313 -0.82018077373504628 -0.030672303400933739 -1.3123381733894346 -0.17180078476667401
leaf_value=0.00051238776723312978 0.081148200570331938 0.0043005613189386928 -0.0018148294545326574 -5.8120787255915073e-05 -0.00030264934321777608 3.3917544433370254e-07 -5.7494412885099962e-06
leaf_weight=2079 20 143 31 11393 420 25300 548492
leaf_count=2079 20 143 31 11393 420 25300 548492
internal_value=-1.1691e-06 0.00013114 0.0307197 -4.09066e-06 -3.82932e-06 3.92211e-05 -5.97661e-06
internal_weight=587878 11587 51 11536 576291 27379 548912
internal_count=587878 11587 51 11536 576291 27379 548912

Tree=11
num_cat=0
split_feature=32 51 55 49 23 55 0
split_gain=0.0931912 21.5867 40.6625 2.02877 0.0239935 0.226862 0.0168651
threshold=0.55725386738777172 -0.044410638511180871 0.35734058916568762 -0.12514873594045636 -0.030672303400933739 -1.3123381733894346 0.022381779737770561
leaf_value=0.0004893303014692164 0.07936265846076275 0.0067639597850102078 -0.0029371176547400893 -5.6526488167631394e-05 -3.8718489896838043e-06 3.2391039059642139e-07 -3.9598370913996914e-05
leaf_weight=2079 20 89 31 11447 520706 25300 28206
leaf_count=2079 20 89 31 11447 520706 25300 28206
internal_value=-1.11649e-06 0.000125238 0.0293373 -3.90658e-06 -3.657e-06 3.74562e-05 -5.70767e-06

Tree=12
num_cat=0
split_feature=15 51 50 5 46 49 0
split_gain=0.0849927 19.6876 41.6684 3.71671 0.022555 0.233592 0.01309
threshold=0.55725386738777172 -0.044410638511180871 0.61834242939949047 -0.29874807596206659 -0.046981150284409516 -1.3179033398628233 0.022381779737770561
leaf_value=0.00042349197779083779 -0.004654076760371907 0.011999795999816761 0.078657493158389116 -5.8083221028711839e-05 -4.1144692562915958e-06 -4.9383255890679271e-06 -3.7633026098312575e-05
leaf_weight=2831 31 52 20 11484 520017 28728 24715
leaf_count=2831 31 52 20 11484 520017 28728 24715
internal_value=-1.06624e-06 0.000119603 0.0280171 -3.73078e-06 -3.49243e-06 3.3494e-05 -5.63524e-06
internal_weight=587878 11587 51 11536 576291 31559 544732
internal_count=587878 11587 51 11536 576291 31559 544732

Tree=13
num_cat=0
split_feature=15 51 23 5 23 49 0
split_gain=0.0775154 17.9556 40.1617 3.38973 0.0211281 0.213544 0.0145309
threshold=0.55725386738777172 -0.044410638511180871 0.0095878983847796934 -0.29874807596206659 -0.030672303400933739 -1.3179033398628233 -0.13058857619762418
leaf_value=0.0004264693904039821 0.076472713099792602 0.011459805753995449 -0.0053187147259802295 -5.546947764075403e-05 0.00049618096468082538 -5.1260126815982791e-06 -5.3665052164009012e-06
leaf_weight=2561 20 52 31 11484 117 24818 548795
leaf_count=2561 20 52 31 11484 117 24818 548795
internal_value=-1.01826e-06 0.00011422 0.0267564 -3.5629e-06 -3.33527e-06 3.52449e-05 -5.2596e-06

Tree=14
num_cat=0
split_feature=15 51 0 49 46 46 0
split_gain=0.070696 16.3759 39.9463 1.83939 0.0198656 0.216161 0.0118966
threshold=0.55725386738777172 -0.044410638511180871 0.029497007839381698 -0.12514873594045636 -0.046981150284409516 -0.049751374870538705 0.022381779737770561
leaf_value=-1.3617431813033094e-06 -0.0064366280484283644 0.0064408533044585832 0.075135185871273283 -5.3506417631634576e-05 -3.7464008650737981e-06 0.00045326390407355997 -3.5700432314065243e-05
leaf_weight=29276 31 89 20 11447 520017 2283 24715
leaf_count=29276 31 89 20 11447 520017 2283 24715
internal_value=-9.72442e-07 0.000109081 0.0255523 -3.40257e-06 -3.18518e-06 3.15262e-05 -5.19619e-06

Tree=15
num_cat=0
split_feature=5 7 24 12 45 33 21
split_gain=0.04996 12.5104 49.7396 0.0281868 0.0407419 0.0323882 0.027609
threshold=2.1598320007324223 0.024630161002278331 1.7687134742736819 3.7603465318679814 -0.092140045017003999 6.7063963413238534 1.2277988195419314
leaf_value=0.00011232157550754446 0.079387144041247665 -4.9390473317891587e-05 -0.0009544197961189587 -9.6534585208862429e-05 -5.3523135519646156e-06 -0.00060115464131372468 -0.00044179009886849267
leaf_weight=6021 20 8651 71 1656 570138 305 379
leaf_count=6021 20 8651 71 1656 570138 305 379
internal_value=-3.05363e-06 0.000101443 0.0167031 -4.70228e-06 -4.12259e-06 -0.00017502 -6.586e-05
internal_weight=587241 9121 91 578120 576159 1961 9030
internal_count=587241 9121 91 578120 576159 1961 9030

Tree=16
num_cat=0
split_feature=49 8 19 0 21 45 2
split_gain=0.0560027 4.74477 59.482 0.0277654 0.0426599 0.0359804 0.0259587
threshold=2.1410850286483769 0.02486436348408461 0.00092594261514022957 0.02376531902700663 4.1274077892303476 -0.092140045017003999 0.033429451286792762
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.0001082892719725084 -4.2512298091382106e-05 -1.6893423428304537e-05 0.080668001295637962 -3.9087915272826924e-05 -0.00042704300285948614 -3.8318614984173217e-06 -0.00025486412994588239
leaf_weight=5859 245 11467 20 30414 585 537641 1010
leaf_count=5859 245 11467 20 30414 585 537641 1010
internal_value=-2.91622e-06 9.03951e-05 0.00604885 -4.9858e-06 -4.64092e-05 -2.62318e-06 -3.61569e-05
internal_weight=587241 12742 265 574499 30999 543500 12477
internal_count=587241 12742 265 574499 30999 543500 12477

Tree=17
num_cat=0
split_feature=49 7 11 3 0 19 55
split_gain=0.0510758 8.84314 54.0391 0.0278784 0.0253228 0.021498 0.0125129
threshold=2.1410850286483769 0.024630161002278331 1.4143441915512087 0.045459374785423286 0.02376531902700663 0.089487399905920043 1.8277618885040285
leaf_value=-3.5228361617204546e-06 -0.00027855588527590325 -1.5010666968956547e-05 0.079813986117318561 -0.00024227257943793771 -3.6492470094366627e-05 7.6200270670011641e-05 -0.00014873626625017258
leaf_weight=536562 116 11397 20 1209 28837 6938 2162
leaf_count=536562 116 11397 20 1209 28837 6938 2162
internal_value=-2.78499e-06 8.63274e-05 0.0114998 -3.68066e-05 -4.76144e-06 -2.50514e-06 -4.43208e-05
internal_weight=587241 12742 136 12606 574499 543500 30999
internal_count=587241 12742 136 12606 574499 543500 30999

Tree=18
num_cat=0
split_feature=14 51 9 3 51 17 0
split_gain=0.0504317 1.19862 62.4119 0.897846 0.0157645 0.0171232 0.00956161
threshold=0.47881264984607702 -0.044410638511180871 0.0081262872554361838 -0.038793424144387238 3.3942130804061894 -0.085229538381099687 0.03501564450562001
leaf_value=-3.8202473026752929e-06 0.080212435648809324 0.0021446144131926433 -0.00061262028213608004 -4.392375799117395e-05 -0.00027167070562469984 7.5645508757472577e-05 -4.4460310980348451e-05
leaf_weight=555425 20 388 592 17520 897 423 11976
leaf_count=555425 20 388 592 17520 897 423 11976
internal_value=-2.65967e-06 7.04181e-05 0.00202872 3.49375e-06 -5.03939e-06 -0.000160372 -4.67803e-06
internal_weight=587241 18520 612 17908 568721 1320 567401
internal_count=587241 18520 612 17908 568721 1320 567401

Tree=19
num_cat=0
split_feature=49 8 21 13 14 21 21
split_gain=0.0466329 3.93805 58.427 0.0251666 0.114961 0.039087 0.0218843
threshold=2.1410850286483769 0.02486436348408461 0.04103533178567887 0.37336885929107672 0.47881264984607702 4.1274077892303476 0.72027611732482921
leaf_value=-3.6828323555713363e-06 -0.0005261567810610321 -2.0231118339931628e-05 0.079465379225744981 -3.6493819074137268e-05 0.00027795275285705668 -0.00040530071160257411 -0.00031789360185963106
leaf_weight=539827 245 11955 20 31128 2951 593 522
leaf_count=539827 245 11955 20 31128 2951 593 522
internal_value=-2.53998e-06 8.26084e-05 0.00551094 -4.42851e-06 -2.15162e-06 -4.33884e-05 -3.26844e-05
internal_weight=587241 12742 265 574499 542778 31721 12477
internal_count=587241 12742 265 574499 542778 31721 12477

Tree=20
num_cat=0
split_feature=21 49 7 21 18 19 23
split_gain=0.0851054 1.64863 57.6672 0.294787 0.0224871 0.794767 0.0105363
threshold=0.72027611732482921 2.1410850286483769 0.0301437471061945 0.84256917238235485 0.014026825316250326 0.089487399905920043 -0.20092472434043882
leaf_value=-3.0498437874303352e-06 0.00051443921953644458 0.077528716199216433 -0.00030641538593328759 -3.1065521656612331e-05 -0.00016862275338939815 0.0019168468789528923 -2.881292484785572e-05
leaf_weight=509232 2231 20 532 19893 1114 437 54118
leaf_count=509232 2231 20 532 19893 1114 437 54118
internal_value=-9.27999e-07 8.45515e-05 0.0025137 2.39436e-05 -4.35928e-06 -1.40369e-06 -3.16328e-05
internal_weight=587577 22676 552 22124 564901 509669 55232
internal_count=587577 22676 552 22124 564901 509669 55232

Tree=21
num_cat=0
split_feature=5 7 24 0 31 49 15
split_gain=3.59569 8.60072 3.40486 0.962761 31.0486 0.622049 0.0253246
threshold=2.1950947046279912 0.024507989175617698 1.7896404266357424 -0.02513789106160402 1.4019533991813662 2.1156536340713505 0.54820394515991222
leaf_value=4.086620900735233e-05 -0.0053040098694540306 -1.1329141546874065e-05 -0.0013709791785633356 4.0231846723668899e-06 0.008774715380771566 -0.00029644287332516734 -0.00023138887675167133
leaf_weight=39084 1068 3679 765 539693 842 14323 1487
leaf_count=39084 1068 3679 765 539693 842 14323 1487
internal_value=-3.13472e-07 -0.00101432 -0.00366256 1.16356e-05 0.000225054 -3.74478e-06 -7.46719e-05
internal_weight=600941 6999 1833 593942 39926 554016 5166
internal_count=600941 6999 1833 593942 39926 554016 5166

Tree=22
num_cat=0
split_gain=3.27935 7.84407 3.10532 0.878062 28.3171 0.567324 0.0230967
leaf_value=3.902722729029431e-05 -0.0050653293531838003 -1.0819330073491379e-05 -0.0013092851316802861 3.8421413220440735e-06 0.0083798532389524755 -0.00028310294354026055 -0.00022097637715096465
internal_value=-2.99366e-07 -0.000968677 -0.00349775 1.1112e-05 0.000214927 -3.57626e-06 -7.13117e-05

Tree=23
num_cat=0
split_feature=5 7 24 32 19 46 21
split_gain=3.01345 7.10996 2.29243 0.84077 36.2775 0.796081 0.0300392
threshold=2.1010091304779057 0.024507989175617698 1.7896404266357424 0.49368342757225042 0.00041554507333785301 0.24091693013906482 0.54489436745643627
leaf_value=1.9140169027337799e-06 -0.0039500955644343602 -3.126733046026947e-05 -0.0011196143970178376 0.01039536110516014 -0.00016344630415178346 0.0013427969864846848 -0.00037048657939167093
leaf_weight=576606 1529 6306 933 693 13399 898 577
leaf_count=576606 1529 6306 933 693 13399 898 577
internal_value=-2.85894e-07 -0.000802059 -0.00287746 1.23791e-05 0.000355802 3.99905e-06 -5.9704e-05
internal_weight=600941 9345 2462 591596 14092 577504 6883
internal_count=600941 9345 2462 591596 14092 577504 6883

Tree=24
num_cat=0
split_feature=5 7 24 0 11 49 15
split_gain=2.77063 6.63143 2.63457 0.80308 17.9906 0.512914 0.0204388
threshold=2.1950947046279912 0.024507989175617698 1.7896404266357424 -0.02513789106160402 1.0365778803825381 2.1156536340713505 0.54820394515991222
leaf_value=2.6027467529574195e-05 -0.0046596352525661699 -8.37773733580605e-06 -0.0011999846452586901 3.2225110452478569e-06 0.0052996457086364138 -0.00026961586402396838 -0.0002060735320636715
leaf_weight=38570 1068 3679 765 539693 1356 14323 1487
leaf_count=38570 1068 3679 765 539693 1356 14323 1487
internal_value=-2.73029e-07 -0.000890375 -0.00321575 1.02159e-05 0.000205134 -3.83119e-06 -6.52832e-05

Tree=25
num_cat=0
split_feature=5 7 24 14 9 46 21
split_gain=2.53241 5.98614 1.93505 0.829821 12.4018 1.2109 0.027126
threshold=2.1010091304779057 0.024507989175617698 1.7896404266357424 0.42171436548233038 -0.0029154502553865309 0.24091693013906482 0.54489436745643627
leaf_value=-1.3254864249851153e-06 -0.0036250733260610782 -2.7073123161968586e-05 -0.0010245662266172831 0.0033792403689309651 -7.8692147923445558e-05 0.0021227719906125112 -0.00034942457602011749
leaf_weight=568361 1529 6306 933 2342 20349 544 577
leaf_count=568361 1529 6306 933 2342 20349 544 577
internal_value=-2.60743e-07 -0.000735259 -0.00263958 1.13495e-05 0.00027821 7.05624e-07 -5.40958e-05
internal_weight=600941 9345 2462 591596 22691 568905 6883
internal_count=600941 9345 2462 591596 22691 568905 6883

Tree=26
num_cat=0
split_feature=49 8 21 4 7 14 19
split_gain=1.57571 4.26215 6.55919 0.910095 31.7613 0.0845102 0.0483565
threshold=2.1156536340713505 0.023838875815272335 0.044625626876950271 0.042216820642352111 -0.019131331704556939 0.48800778388977056 0.17289141565561297
leaf_value=2.934036927315294e-06 -0.0010084758378326474 2.3198229984786757e-06 -0.0064660666505453653 0.0089784377011169654 -0.00011178873972323175 -0.00011804029217220567 -0.0015093324715264823
leaf_weight=555582 3993 12493 502 819 15681 11945 43
leaf_count=555582 3993 12493 502 819 15681 11945 43
internal_value=-2.47604e-06 -0.000429143 -0.00161798 9.96613e-06 0.000339417 3.87835e-07 -2.86533e-06
internal_weight=601058 17031 4495 584027 16500 567527 12536
internal_count=601058 17031 4495 584027 16500 567527 12536

Tree=27
num_cat=0
split_feature=49 11 9 19 4 16 35
split_gain=1.43709 2.40676 1.94402 0.880948 0.830029 25.1567 0.0816924
threshold=2.1156536340713505 1.4096427559852602 0.034681418910622604 0.00086712118354626011 0.042216820642352111 0.015850340947508815 1.4371255040168764
leaf_value=2.3118312111659243e-06 -0.00012498667284718042 -0.0036284828648382892 -0.0004223121379774759 -0.0012303240031752518 0.0074730272257462812 -0.00010773019971375781 -0.00014976884345209833
leaf_weight=560282 13863 808 728 1632 940 15560 7245
leaf_count=560282 13863 808 728 1632 940 15560 7245
internal_value=-2.36461e-06 -0.000409831 -0.00210889 -0.000241406 9.51765e-06 0.000324143 3.70383e-07
internal_weight=601058 17031 1536 15495 584027 16500 567527
internal_count=601058 17031 1536 15495 584027 16500 567527

Tree=28
num_cat=0
split_feature=5 7 24 14 14 15 15
split_gain=2.14648 5.14038 1.71708 0.732132 11.7767 0.086052 0.0344825
threshold=2.1010091304779057 0.024507989175617698 1.7896404266357424 0.42171436548233038 0.45188809931278234 0.33548970520496374 0.54820394515991222
leaf_value=5.7467402240524574e-07 -0.0033912200315665028 9.5456504919775091e-06 -0.00094155310234823105 0.0034716980812707614 -6.8542991444219429e-05 -0.00014534556483316829 -0.00022006994878736821
leaf_weight=560770 1508 5108 941 2097 20541 8305 1788
leaf_count=560770 1508 5108 941 2097 20541 8305 1788
internal_value=-2.25821e-06 -0.000678939 -0.00244996 8.42871e-06 0.000259396 -1.55487e-06 -4.99893e-05
internal_weight=601058 9345 2449 591713 22638 569075 6896
internal_count=601058 9345 2449 591713 22638 569075 6896

Tree=29
num_cat=0
split_feature=5 7 24 15 9 49 21
split_gain=1.9792 4.84745 2.02057 0.592424 31.4685 0.183428 0.0213798
threshold=2.1950947046279912 0.024507989175617698 1.7230785489082339 0.49368338286876684 -0.0043335761874914161 2.1156536340713505 0.54489436745643627
leaf_value=3.5483472221542362e-06 -0.0040827305875060539 -2.2791193127067716e-05 -0.001057968437377428 0.0090175197024192216 -0.00021490416809286623 -0.00016313309905566697 -0.00033379877534257086
leaf_weight=565963 1019 4674 797 791 13626 13693 495
leaf_count=565963 1019 4674 797 791 13626 13693 495
internal_value=-2.15659e-06 -0.000755227 -0.00275523 6.69787e-06 0.00029164 -3.89107e-07 -5.25743e-05
internal_weight=601058 6985 1816 594073 14417 579656 5169
internal_count=601058 6985 1816 594073 14417 579656 5169

Tree=30
num_cat=0
split_feature=5 7 24 14 9 49 33
split_gain=1.80508 4.421 1.84496 0.565002 10.861 0.187358 0.0225372
threshold=2.1950947046279912 0.024507989175617698 1.7896404266357424 0.42171436548233038 -0.0029154502553865309 2.1156536340713505 0.42643769085407263
leaf_value=1.6316198414825018e-06 -0.0038604896707609719 -1.7357217786036811e-05 -0.00095762415741315122 0.0031304281148695984 -0.00010221127503633098 -0.00016534798710195981 -0.00031896988367475018
leaf_weight=556937 1047 4606 769 2341 20847 13948 563
leaf_count=556937 1047 4606 769 2341 20847 13948 563
internal_value=-2.05954e-06 -0.000721242 -0.00263125 6.39647e-06 0.000224148 -2.44807e-06 -5.02084e-05
internal_weight=601058 6985 1816 594073 23188 570885 5169
internal_count=601058 6985 1816 594073 23188 570885 5169

Tree=31
num_cat=0
split_feature=15 9 51 35 26 51 14
split_gain=0.610875 0.440746 0.307901 0.19354 0.12118 0.11162 0.106663
threshold=0.33548970520496374 0.037644863128662116 -0.042754376307129853 1.4371255040168764 0.30808414518833166 -0.042754376307129853 0.45188809931278234
leaf_value=-2.4180575313978048e-06 -0.0015016538371266713 -0.00048485933477083651 -0.00039642795915639757 -0.00015000747042310264 -0.00063780618303670936 -5.3397606111738623e-05 0.00020558869229660409
leaf_weight=560085 539 1309 9629 6465 1227 16761 5037
leaf_count=560085 539 1309 9629 6465 1227 16761 5037
internal_value=-1.36884e-05 -0.000218014 -0.000455015 -3.61575e-06 -0.000227819 -8.46529e-05 -5.64068e-07
internal_weight=601052 28238 10168 572814 7692 18070 565122
internal_count=601052 28238 10168 572814 7692 18070 565122

Tree=32
num_cat=0
split_feature=49 7 21 32 51 2 2
split_gain=1.05569 3.38799 5.93942 0.194717 1.35668 0.0639879 0.0499482
threshold=2.1156536340713505 0.024507989175617698 0.044625626876950271 0.49368342757225042 -0.042754376307129853 0.046407846733927734 0.033120537176728256
leaf_value=3.6099314773486359e-06 -0.0008416863033801885 3.3455218443381111e-05 -0.0060261270456446634 -0.0043646039662631995 -0.00011916737093916657 -0.00049625633622525807 -7.7532245981440338e-05
leaf_weight=553106 3928 12172 505 154 14906 480 15801
leaf_count=553106 3928 12172 505 154 14906 480 15801
internal_value=-1.30724e-05 -0.00036174 -0.00143229 -2.87152e-06 -0.00016258 1.33587e-05 1.35626e-06
internal_weight=601052 17085 4433 583967 15060 12652 568907
internal_count=601052 17085 4433 583967 15060 12652 568907

Tree=33
num_cat=0
split_feature=5 7 24 49 8 15 15
split_gain=1.6017 4.04498 1.70793 0.34678 1.42448 0.101306 0.0208391
threshold=2.1950947046279912 0.024507989175617698 1.7896404266357424 2.1156536340713505 0.023838875815272335 0.49368338286876684 0.54820394515991222
leaf_value=3.8608664496962241e-06 -0.0036683641955273867 1.1506674994464177e-05 -0.00086770002411862485 -0.00096803016436653832 4.1454389851801347e-05 -0.000121067053732565 -0.00018803417081934837
leaf_weight=565875 1070 3659 750 3820 10929 13457 1492
leaf_count=565875 1070 3659 750 3820 10929 13457 1492
internal_value=-1.24841e-05 -0.000690628 -0.00251424 -4.52674e-06 -0.000220003 9.58981e-07 -4.62908e-05
internal_weight=601052 6971 1820 594081 14749 579332 5151
internal_count=601052 6971 1820 594081 14749 579332 5151

Tree=34
num_cat=0
split_feature=5 7 24 4 49 49 0
split_gain=1.46441 3.67542 1.28983 0.279832 0.576312 0.0832902 0.0294516
threshold=2.1010091304779057 0.024507989175617698 1.7896404266357424 0.060842921957373626 2.1156536340713505 2.1156536340713505 0.027675590477883819
leaf_value=3.5561655306608264e-06 -0.0028614552604641808 7.5026663569804988e-06 -0.00073017210906162319 -0.00012003433241125253 -0.0012163757262365538 -0.00011228003153116295 -0.00023445117723422957
leaf_weight=568640 1539 5606 918 9164 1086 12854 1245
leaf_count=568640 1539 5606 918 9164 1086 12854 1245
internal_value=-1.19224e-05 -0.000571971 -0.00206515 -3.11291e-06 -0.000236193 9.95591e-07 -3.64665e-05
internal_weight=601052 9308 2457 591744 10250 581494 6851
internal_count=601052 9308 2457 591744 10250 581494 6851

Tree=35
num_cat=0
split_feature=49 8 19 14 51 14 19
split_gain=0.824251 2.91454 4.21247 0.152011 0.511869 0.469505 0.0292636
threshold=2.1156536340713505 0.023838875815272335 0.00086712118354626011 0.48800778388977056 -0.042754376307129853 0.45188809931278234 0.17289141565561297
leaf_value=-6.0014920269924121e-07 -0.00083614451695696024 3.6085163785281471e-05 -0.0053679688945291945 -0.0013211335420098937 -8.0854780557376677e-05 0.00065852153055114048 -0.0011009985495500428
leaf_weight=561619 4036 12540 463 698 19453 2197 46
leaf_count=561619 4036 12540 463 698 19453 2197 46
internal_value=-1.13859e-05 -0.000319472 -0.00130252 -2.37223e-06 -0.000123816 1.96822e-06 3.19293e-05
internal_weight=601052 17085 4499 583967 20151 563816 12586
internal_count=601052 17085 4499 583967 20151 563816 12586

Tree=36
num_cat=0
split_feature=5 7 24 0 31 15 21
split_gain=1.4286 3.43913 1.37167 0.705476 25.2326 0.194509 0.0250675
threshold=2.1950947046279912 0.024507989175617698 1.8614176511764529 -0.02513789106160402 1.4019533991813662 0.45000849664211279 0.69164520502090465
leaf_value=2.7605704699803317e-05 -0.0033211629654189083 -8.9182835397278871e-06 -0.0008126679950158644 2.8645670212613022e-06 0.0078555091260140725 -0.00016820122908996923 -0.00037413492066938804
leaf_weight=39174 1094 4713 740 539735 852 13804 414
leaf_count=39174 1094 4713 740 539735 852 13804 414
internal_value=4.27446e-06 -0.00063664 -0.00230901 1.17908e-05 0.000194232 -1.40142e-06 -3.84092e-05
internal_weight=600526 6961 1834 593565 40026 553539 5127
internal_count=600526 6961 1834 593565 40026 553539 5127

Tree=37
num_cat=0
split_feature=49 8 21 4 17 20 19
split_gain=0.826185 2.60227 5.32685 0.906672 14.1148 0.536536 0.0363543
threshold=2.1156536340713505 0.023838875815272335 0.044625626876950271 0.042216820642352111 0.97750192880630504 0.2070206627249718 0.17289141565561297
leaf_value=1.5014505455902981e-06 -0.00068517216414850442 3.2021088091728326e-05 -0.005607855521221952 -9.8044064154995008e-05 0.0042733359534474248 0.00095088495603408278 -0.0013806149603585033
leaf_weight=565731 3992 12520 501 14874 1663 1208 37
leaf_count=565731 3992 12520 501 14874 1663 1208 37
internal_value=4.08211e-06 -0.000304687 -0.00123408 1.31048e-05 0.000341552 3.52434e-06 2.78587e-05
internal_weight=600526 17050 4493 583476 16537 566939 12557
internal_count=600526 17050 4493 583476 16537 566939 12557

Tree=38
num_cat=0
split_feature=5 7 24 0 26 15 33
split_gain=1.29232 3.0806 1.23766 0.63206 18.6955 0.197095 0.0224366
threshold=2.1950947046279912 0.024507989175617698 1.7896404266357424 -0.02513789106160402 -1.8105865120887754 0.41427241265773779 0.3509818315505982
leaf_value=0.031732524469675567 -0.0031762821486771378 -5.8042625218845255e-06 -0.00080504692605874056 3.1423598760003963e-06 0.0001537542654427709 -0.00015879947134544422 -0.0003025567750785461
leaf_weight=38 1070 4545 764 537877 39988 15662 582
leaf_count=38 1070 4545 764 537877 39988 15662 582
internal_value=3.89842e-06 -0.000605681 -0.00218848 1.10472e-05 0.000183735 -1.43967e-06 -3.94906e-05

Tree=39
num_cat=0
split_gain=1.18146 2.77933 0.950039 0.709374 34.9821 0.670782 0.0386793
threshold=2.1010091304779057 0.024507989175617698 1.8614176511764529 0.49368342757225042 0.00041554507333785301 0.24091693013906482 0.69164520502090465
leaf_value=2.039047433692739e-06 -0.002476382267144969 -3.9273977084274082e-06 -0.00064101788413528627 0.010393602431437853 -0.00017282405616335028 0.0012418767309765085 -0.0004184867346297575
leaf_weight=576278 1548 6349 905 666 13404 885 491
leaf_count=576278 1548 6349 905 666 13404 885 491
internal_value=3.72299e-06 -0.000499728 -0.00179925 1.16362e-05 0.000327335 3.94017e-06 -3.3686e-05
internal_weight=600526 9293 2453 591233 14070 577163 6840
internal_count=600526 9293 2453 591233 14070 577163 6840

Tree=40
num_cat=0
split_feature=5 8 24 0 31 15 51
split_gain=1.09128 1.76111 1.30405 0.579245 23.0334 0.218917 0.0540447
threshold=2.1950947046279912 0.018776303157210354 1.7896404266357424 -0.02513789106160402 1.4019533991813662 0.49368338286876684 -0.3065438419580459
leaf_value=1.6240273591230007e-05 -0.0027267210508496189 -0.0015151230850180861 -0.00052837642125823001 2.3731134034465348e-06 0.0074952536089880539 -0.00019240908759348874 -5.6426547877348373e-05
leaf_weight=39174 1080 52 1106 541597 852 11942 4723
leaf_count=39174 1080 52 1106 541597 852 11942 4723
internal_value=3.55545e-06 -0.000556606 -0.00161448 1.01247e-05 0.00017544 -1.8291e-06 -7.23118e-05
internal_weight=600526 6961 2186 593565 40026 553539 4775
internal_count=600526 6961 2186 593565 40026 553539 4775

Tree=41
num_cat=0
split_feature=5 7 24 15 9 46 15
split_gain=0.963541 2.37937 0.936462 0.608726 29.4538 0.587742 0.0132348
threshold=2.1950947046279912 0.024507989175617698 1.7230785489082339 0.49368338286876684 -0.0043335761874914161 0.24091693013906482 0.54820394515991222
leaf_value=-6.8582976244234075e-07 -0.0027676628077575368 2.5404728047318087e-05 -0.00074010706585624748 0.0088660184850991551 -0.0001850151332182795 0.0011745479623931244 -0.00013415500119323746
leaf_weight=578515 1068 3652 812 769 13677 863 1479
leaf_count=578515 1068 3652 812 769 13677 863 1479
internal_value=2.06699e-06 -0.000522389 -0.00189193 8.25899e-06 0.000296796 1.06471e-06 -2.0588e-05
internal_weight=600835 7011 1880 593824 14446 579378 5131
internal_count=600835 7011 1880 593824 14446 579378 5131

Tree=42
num_cat=0
split_feature=5 7 49 15 19 46 15
split_gain=0.878774 2.17004 0.734829 0.555173 27.4889 0.536036 0.0120705
threshold=2.1950947046279912 0.024507989175617698 2.1156536340713505 0.49368338286876684 0.00041554507333785301 0.24091693013906482 0.54820394515991222
leaf_value=-6.5496656340909311e-07 -0.0011668825727620654 2.4261515019693624e-05 -0.0030436909858480915 0.0086251074482913467 -0.00017849601247840521 0.0011216932840318217 -0.00012811802548381841
leaf_weight=578515 1239 3652 641 758 13688 863 1479
leaf_count=578515 1239 3652 641 758 13688 863 1479
internal_value=1.97398e-06 -0.000498881 -0.00180679 7.88734e-06 0.00028344 1.0168e-06 -1.96616e-05

Tree=43
num_cat=0
split_feature=5 7 24 15 19 46 15
split_gain=0.817906 1.98438 0.684524 0.582337 28.9379 0.488364 0.0188697
threshold=2.1010091304779057 0.024507989175617698 1.7896404266357424 0.49368338286876684 0.00041554507333785301 0.24091693013906482 0.54820394515991222
leaf_value=-6.4730937492678536e-08 -0.0020768193990528959 2.4455486623362684e-05 -0.0005439717144193315 0.009385401909255112 -0.00016464722751641442 0.0010712170933677016 -0.00014664049689307065
leaf_weight=576574 1562 5111 948 675 13349 863 1753
leaf_count=576574 1562 5111 948 675 13349 863 1753
internal_value=1.88515e-06 -0.000415164 -0.00149788 8.49491e-06 0.000295014 1.53634e-06 -1.92408e-05
internal_weight=600835 9374 2510 591461 14024 577437 6864
internal_count=600835 9374 2510 591461 14024 577437 6864

Tree=44
num_cat=0
split_feature=49 8 19 4 7 20 15
split_gain=0.654433 2.01766 3.85841 0.775357 27.6021 0.382232 0.0372866
threshold=2.1156536340713505 0.025191050954163078 0.00086712118354626011 0.042216820642352111 -0.019131331704556939 0.2070206627249718 0.49368338286876684
leaf_value=-6.7489883264658163e-07 -0.00062911753029196952 5.1074983209505876e-05 -0.0048647490553142877 0.0084300120598838138 -0.00010454446493035395 0.00080363991694414006 -0.00022073858119858069
leaf_weight=566043 4192 11359 486 807 15626 1199 1123
leaf_count=566043 4192 11359 486 807 15626 1199 1123
internal_value=1.80032e-06 -0.000272101 -0.00106916 9.853e-06 0.000314575 1.02521e-06 2.662e-05
internal_weight=600835 17160 4678 583675 16433 567242 12482
internal_count=600835 17160 4678 583675 16433 567242 12482

Tree=45
num_cat=0
split_feature=49 8 21 4 7 20 15
split_gain=0.59686 1.84016 4.94099 0.707145 25.1738 0.348605 0.0340063
threshold=2.1156536340713505 0.025191050954163078 0.044625626876950271 0.042216820642352111 -0.019131331704556939 0.2070206627249718 0.49368338286876684
leaf_value=-6.4452801608895319e-07 -0.00050497838920886815 4.8776608380726753e-05 -0.0051655401933298206 0.0080506610674761971 -9.9839964303252189e-05 0.00076747614477735884 -0.00021080534665396389
leaf_weight=566043 4160 11359 518 807 15626 1199 1123
leaf_count=566043 4160 11359 518 807 15626 1199 1123
internal_value=1.7193e-06 -0.000259857 -0.00102105 9.40962e-06 0.000300419 9.79077e-07 2.54221e-05

Tree=46
num_cat=0
split_feature=5 7 24 32 51 46 0
split_gain=0.694795 1.74706 0.678699 0.445572 0.602567 0.439222 0.0265328
threshold=2.1010091304779057 0.024507989175617698 1.8614176511764529 0.49368342757225042 -0.042754376307129853 0.24091693013906482 0.027675590477883819
leaf_value=-2.2790684717907938e-06 -0.0019972814840301294 1.2572233717862325e-05 -0.00044163874094805915 -0.0042807103209081101 -0.00023630626659586749 0.001001552394872184 -0.00021866390912245412
leaf_weight=576836 1557 5591 894 75 13884 884 1225
leaf_count=576836 1557 5591 894 75 13884 884 1225
internal_value=-1.28687e-05 -0.0003995 -0.00142986 -6.81316e-06 -0.000258036 -7.43053e-07 -2.89865e-05
internal_weight=600946 9267 2451 591679 13959 577720 6816
internal_count=600946 9267 2451 591679 13959 577720 6816

Tree=47
num_cat=0
split_feature=15 19 49 46 18 49 29
split_gain=0.599713 0.887927 0.766646 0.403971 27.4939 0.163267 0.107674
threshold=0.49368338286876684 0.00041554507333785301 2.1156536340713505 0.24091693013906482 -0.0070579538587480775 2.1156536340713505 0.0040183644741773614
leaf_value=-2.2593551916808702e-06 -0.0026134251787724044 -0.00010032048709267703 -0.0012845991836637875 0.048462457536188594 -0.00036926559236675279 -0.00014940725642903122 -0.0013445125919303261
leaf_weight=567969 159 14129 1201 24 860 15691 913
leaf_count=567969 159 14129 1201 24 860 15691 913
internal_value=-1.22896e-05 -0.000280655 -0.000193101 -4.75937e-06 0.000956483 -6.21525e-06 -0.00153272
internal_weight=600946 16402 15330 584544 884 583660 1072
internal_count=600946 16402 15330 584544 884 583660 1072

Tree=48
num_cat=0
split_feature=15 51 15 19 46 18 11
split_gain=0.546954 1.62107 1.31892 0.434176 0.368431 25.0751 0.0981477
threshold=0.49368338286876684 -0.042754376307129853 0.54820394515991222 0.00041554507333785301 0.24091693013906482 -0.0070579538587480775 1.4096427559852602
leaf_value=-1.3010153663005677e-06 -0.00058567320043354746 -0.0011646004277685333 -0.0079134884913737817 -0.00016109702714433018 0.046281647959258404 -0.00035264864337207041 -7.9410244950923166e-05
leaf_weight=549029 98 926 101 15277 24 860 34631
leaf_count=549029 98 926 101 15277 24 860 34631
internal_value=-1.17365e-05 -0.000268026 -0.00430482 -0.000218447 -4.5452e-06 0.000913441 -5.93556e-06
internal_weight=600946 16402 199 16203 584544 884 583660
internal_count=600946 16402 199 16203 584544 884 583660

Tree=49
num_cat=0
split_feature=5 8 24 4 16 46 51
split_gain=0.592994 1.15555 0.865842 0.37786 0.556581 0.171874 0.0292437
threshold=2.1950947046279912 0.018776303157210354 1.7896404266357424 0.042216820642352111 0.014240043703466656 0.24091693013906482 -0.3065438419580459
leaf_value=-1.427673303714447e-06 -0.0021692242709215725 -0.0011611597412189915 -0.0003741962500253981 -0.0012780423599267248 -0.00015311485338604275 0.00049938854534456001 -2.1017627094689116e-05
leaf_weight=575634 1103 46 1074 943 16042 1391 4713
leaf_count=575634 1103 46 1074 943 16042 1391 4713
internal_value=-1.12084e-05 -0.000424886 -0.00128367 -6.37806e-06 -0.00021557 -2.20385e-07 -3.20381e-05
internal_weight=600946 6936 2177 594010 16985 577025 4759
internal_count=600946 6936 2177 594010 16985 577025 4759

Tree=50
num_cat=0
split_feature=5 7 24 15 19 20 51
split_gain=0.540825 1.55445 0.687529 0.355862 0.875921 0.246085 0.0161696
threshold=2.1950947046279912 0.024507989175617698 1.8614176511764529 0.49368338286876684 0.00041554507333785301 0.2070206627249718 -0.042754376307129853
leaf_value=-1.9981453330644711e-06 -0.0022436595822780754 -7.8311867771132894e-05 -0.00045541390171349093 -0.0017171628323856209 -0.00014445316135791751 0.00061735380102488429 8.2119898004208298e-05
leaf_weight=578338 1099 2745 721 757 13613 1302 2371
leaf_count=578338 1099 2745 721 757 13613 1302 2371
internal_value=-1.0704e-05 -0.000405766 -0.00153524 -6.09105e-06 -0.000227302 -6.06943e-07 -3.96009e-06
internal_weight=600946 6936 1820 594010 14370 579640 5116
internal_count=600946 6936 1820 594010 14370 579640 5116

Tree=51
num_cat=0
split_feature=4 49 8 7 20 18 11
split_gain=0.451482 0.472835 2.80124 0.487798 0.267466 31.5404 0.0830733
threshold=0.032310474663972862 2.1156536340713505 0.025191050954163078 -0.019131331704556939 0.2070206627249718 -0.0066189959179610005 1.4096427559852602
leaf_value=2.3586534227311065e-06 -0.0010140228434013486 -0.0032981884512296149 -9.4146412530324109e-06 -7.2849104814084705e-05 0.056705149965884633 -0.0002936605450444197 -6.8941877729782739e-05
leaf_weight=538692 1176 667 2454 21544 20 1153 35256
leaf_count=538692 1176 667 2454 21544 20 1153 35256
internal_value=-8.9015e-06 -0.000192908 -0.00071227 -0.000121565 -6.33805e-07 0.000678186 -2.02114e-06
internal_weight=600962 25841 3121 22720 575121 1173 573948
internal_count=600962 25841 3121 22720 575121 1173 573948

Tree=52
num_cat=0
split_feature=5 8 49 4 49 20 12
split_gain=0.453397 0.905001 0.735564 0.322834 0.318734 0.237958 0.0192722
threshold=2.1010091304779057 0.018776303157210354 2.1156536340713505 0.042216820642352111 2.1156536340713505 0.2070206627249718 -0.27312320470809931
leaf_value=7.2070898119438952e-07 -0.00053202701610266805 -0.00079672189767165946 -0.0021242695475494249 -0.00013268873535465209 -0.00078311880888009525 0.00063692008771883048 -1.1884108338382949e-05
leaf_weight=573902 2105 64 815 14875 1700 1193 6308
leaf_count=573902 2105 64 815 14875 1700 1193 6308
internal_value=-8.50093e-06 -0.000320399 -0.000976437 -3.60266e-06 -0.0001994 2.04047e-06 -1.9767e-05
internal_weight=600962 9292 2920 591670 16575 575095 6372
internal_count=600962 9292 2920 591670 16575 575095 6372

Tree=53
num_cat=0
split_feature=5 9 21 4 16 20 9
split_gain=0.417457 0.645808 0.509623 0.309788 0.435412 0.217339 0.0284164
threshold=2.1950947046279912 0.0361237470060587 0.053685151040554054 0.042216820642352111 -0.013995705638080834 0.2070206627249718 0.094189856201410307
leaf_value=2.4944647716316034e-07 -0.00069519691069070549 -0.00024700936628775384 -0.0026265855397844609 -0.0012051726898061599 -0.00014221950453110671 0.00060825868278422974 2.1949466698268447e-05
leaf_weight=575868 2084 1029 319 820 16144 1193 3505
leaf_count=575868 2084 1029 319 820 16144 1193 3505
internal_value=-8.11839e-06 -0.000355184 -0.00095159 -4.06537e-06 -0.0001936 1.50643e-06 -3.90913e-05
internal_weight=600962 6937 2403 594025 16964 577061 4534
internal_count=600962 6937 2403 594025 16964 577061 4534

Tree=54
num_cat=0
split_feature=5 8 49 4 49 46 8
split_gain=0.381308 0.793942 0.653664 0.268012 0.293167 0.112757 0.0216792
threshold=2.1010091304779057 0.017556718550622467 2.1156536340713505 0.042216820642352111 2.1156536340713505 0.24091693013906482 0.023838875815272335
leaf_value=8.9598644014284493e-07 -0.00049665565643130908 -0.00040115163161744095 -0.0020164673139065185 -0.00011768102575515251 -0.0007414785872355389 0.00040509480448250594 1.6762366933961714e-06
leaf_weight=573694 2073 283 792 14875 1700 1401 6144
leaf_count=573694 2073 283 792 14875 1700 1401 6144
internal_value=-7.75306e-06 -0.000293784 -0.000916792 -3.26104e-06 -0.00018166 1.88066e-06 -1.60615e-05
internal_weight=600962 9292 2865 591670 16575 575095 6427
internal_count=600962 9292 2865 591670 16575 575095 6427

Tree=55
num_cat=0
split_feature=15 51 15 49 46 18 5
split_gain=0.352218 1.70728 1.40137 0.473831 0.2479 19.8233 0.241695
threshold=0.49368338286876684 -0.042754376307129853 0.54820394515991222 2.1156536340713505 0.24091693013906482 -0.0070579538587480775 2.1950947046279912
leaf_value=-6.6464608516523762e-08 -0.00069013249197572197 -8.7216224336166085e-05 -0.0080638996007999786 -0.00096242465666730216 0.039459427183923812 -0.00043192733450928158 -0.00031639200636068089
leaf_weight=578607 108 14973 101 1367 26 847 4933
leaf_count=578607 108 14973 101 1367 26 847 4933
internal_value=-7.40417e-06 -0.000212128 -0.00425353 -0.000160436 -1.60694e-06 0.000756131 -2.74055e-06
internal_weight=600962 16549 209 16340 584413 873 583540
internal_count=600962 16549 209 16340 584413 873 583540

Tree=56
num_cat=0
split_feature=0 31 17 6 5 7 20
split_gain=0.549577 20.562 1332.13 1.16024 0.334196 1.11213 0.16652
threshold=-0.02513789106160402 1.4019533991813662 0.73407134413719188 -0.16871666163206098 2.1010091304779057 0.024507989175617698 0.085190642625093474
leaf_value=-1.21133069058293e-05 3.3636793458748652e-06 -0.001548124777835614 0.37002004728815513 0.0020418799292183766 -0.0010945046341543838 2.6270587501855688e-05 -0.00021814945381856408
leaf_weight=38827 544550 847 20 565 2448 6699 6960
leaf_count=38827 544550 847 20 565 2448 6699 6960
internal_value=7.62584e-06 0.000168223 0.00702323 1.73471e-05 -3.90611e-06 -0.000273681 5.68206e-07
internal_weight=600916 40259 867 39392 560657 9147 551510
internal_count=600916 40259 867 39392 560657 9147 551510

Tree=57
num_cat=0
split_feature=23 31 23 46 5 7 15
split_gain=0.518695 15.7509 653.054 0.986516 0.315283 1.06732 0.16874
threshold=-0.024433981627225872 1.4019533991813662 -0.025422791950404641 0.24091693013906482 2.1950947046279912 0.024507989175617698 0.45000849664211279
leaf_value=-8.9436547929025271e-06 3.646106502288265e-06 -0.0012099149560683043 0.18397149853622977 0.0020736019567546993 -0.0012450964357807114 3.0552842465271544e-05 -0.00015509662192006113
leaf_weight=39877 538743 1074 40 466 1809 4997 13910
leaf_count=39877 538743 1074 40 466 1809 4997 13910
internal_value=7.28268e-06 0.000160867 0.00543933 1.51117e-05 -4.09822e-06 -0.000308508 -3.49369e-07
internal_weight=600916 41457 1114 40343 559459 6806 552653
internal_count=600916 41457 1114 40343 559459 6806 552653

Tree=58
num_cat=0
split_feature=15 16 8 51 46 35 5
split_gain=0.489361 20.082 1206.46 1.63313 0.191019 16.5482 0.181952
threshold=0.49368338286876684 0.015850340947508815 -0.018786426633596417 -0.042754376307129853 0.24091693013906482 1.1003279685974123 2.1950947046279912
leaf_value=1.4570933591114652e-06 -0.00048589304147812079 -0.0041110125686072635 0.33602059573624332 -0.00012452442770309418 -0.00064148151605523571 0.029712480814586772 -0.00027275466364961557
leaf_weight=578615 1117 211 22 15123 848 38 4942
leaf_count=578615 1117 211 22 15123 848 38 4942
internal_value=6.95496e-06 0.000248838 0.00601379 -0.00017938 1.37294e-07 0.000660381 -8.65138e-07
internal_weight=600916 16473 1139 15334 584443 886 583557
internal_count=600916 16473 1139 15334 584443 886 583557

Tree=59
num_cat=0
split_feature=15 9 20 19 46 18 5
split_gain=0.446309 25.9185 1313.12 0.742695 0.174214 21.1891 0.165945
threshold=0.49368338286876684 -0.0043335761874914161 0.010272352956235411 0.00041554507333785301 0.24091693013906482 -0.0070579538587480775 2.1950947046279912
leaf_value=1.3915238996897105e-06 0.36817985931923608 -0.0013100158121547945 -0.0010935548686273496 -8.1782067823449464e-05 0.043258487459110172 -0.00050541910213635364 -0.00026048070426245434
leaf_weight=578615 20 1070 780 14603 23 863 4942
leaf_count=578615 20 1070 780 14603 23 863 4942
internal_value=6.64198e-06 0.00023764 0.00813828 -0.000165634 1.31115e-07 0.000630664 -8.26207e-07
internal_weight=600916 16473 800 15673 584443 886 583557
internal_count=600916 16473 800 15673 584443 886 583557

Tree=60
num_cat=0
split_feature=0 31 17 26 15 51 46
split_gain=0.46278 17.6185 1199.7 9.42832 0.26153 1.37575 0.170313
threshold=-0.02513789106160402 1.4019533991813662 0.73407134413719188 -1.8105865120887754 0.49368338286876684 -0.042754376307129853 0.24091693013906482
leaf_value=0.017408548554605139 1.5283175868633033e-06 -0.0016350226939665701 0.35098045829683538 -1.3810048048883065e-05 -0.0037774859959581676 -0.00014119713073529151 -0.00071798484745479358
leaf_weight=63 546149 847 20 39329 214 13627 667
leaf_count=63 546149 847 20 39329 214 13627 667
internal_value=6.34309e-06 0.000153713 0.00649913 1.40537e-05 -4.2391e-06 -0.000197419 6.50664e-07
internal_weight=600916 40259 867 39392 560657 13841 546816
internal_count=600916 40259 867 39392 560657 13841 546816

Tree=61
num_cat=0
split_feature=14 14 23 49 46 35 4
split_gain=0.474155 9.9788 148.697 0.944193 0.502264 21.0572 0.157876
threshold=0.42171436548233038 0.45188809931278234 -0.024433981627225872 2.1156536340713505 0.24091693013906482 1.1003279685974123 0.060842921957373626
leaf_value=-5.0738365579606522e-06 0.044176552431131146 -2.0067359464429637e-05 -0.00021322129365405513 -0.0013921297312447691 -0.00080280276201101074 0.038654359639702554 -0.00026461276601399291
leaf_weight=569259 165 22344 2069 1064 493 29 4786
leaf_count=569259 165 22344 2069 1064 493 29 4786
internal_value=2.48046e-06 0.000191809 0.00306534 -8.24338e-05 -5.96896e-06 0.00138926 -7.2377e-06
internal_weight=600209 25642 2234 23408 574567 522 574045
internal_count=600209 25642 2234 23408 574567 522 574045

Tree=62
num_cat=0
split_feature=15 9 16 19 20 34 5
split_gain=0.456675 23.7527 1291.06 0.606668 0.161334 32.2237 0.15107
threshold=0.49368338286876684 -0.0043335761874914161 0.28593307733535772 0.00041554507333785301 0.2070206627249718 0.87764534354209911 2.1950947046279912
leaf_value=-3.2352867894381782e-06 0.36480820418265647 -0.0011920473627958696 -0.0013150330021027411 -7.5754142317320018e-05 -0.000384678915518916 0.057176317482342705 -0.00025317288468145691
leaf_weight=577448 20 1057 786 14650 1289 20 4939
leaf_count=577448 20 1057 786 14650 1289 20 4939
internal_value=2.36884e-06 0.000235739 0.00776991 -0.000150875 -4.23329e-06 0.000494786 -5.35491e-06
internal_weight=600209 16513 806 15707 583696 1309 582387
internal_count=600209 16513 806 15707 583696 1309 582387

Tree=63
num_cat=0
split_feature=14 14 0 49 46 18 4
split_gain=0.39432 9.12253 123.243 0.831724 0.448474 21.5809 0.139701
threshold=0.42171436548233038 0.45188809931278234 -0.02513789106160402 2.1156536340713505 0.24091693013906482 -0.0068430439569056025 0.060842921957373626
leaf_value=-4.6064594141520647e-06 0.038626379895198619 -2.8760752449962014e-05 -0.00020647920145352834 -0.0013165151870830362 0.046004109244261467 -0.00056032092596832003 -0.00024874957235463828
leaf_weight=569259 180 22344 2054 1064 21 501 4786
leaf_count=569259 180 22344 2054 1064 21 501 4786
internal_value=2.26224e-06 0.000174918 0.0029224 -8.7295e-05 -5.44309e-06 0.00131296 -6.64196e-06

Tree=64
num_cat=0
split_feature=15 9 20 51 46 7 5
split_gain=0.421268 21.6913 1208.37 1.04816 0.169509 16.446 0.13633
threshold=0.49368338286876684 -0.0043335761874914161 0.011249953880906107 -0.042754376307129853 0.24091693013906482 -0.020669480785727497 2.1950947046279912
leaf_value=-3.1015149757542601e-06 0.35284121197817148 -0.0033477474179081207 -0.0013630685047207637 -0.00010098683315612035 -0.00068874052028203357 0.029977268603615811 -0.00024050825003597479
leaf_weight=577893 20 204 786 15503 826 37 4940
leaf_count=577893 20 204 786 15503 826 37 4940
internal_value=2.16044e-06 0.000226301 0.00742612 -0.000143155 -4.18059e-06 0.000626025 -5.11374e-06
internal_weight=600209 16513 806 15707 583696 863 582833
internal_count=600209 16513 806 15707 583696 863 582833

Tree=65
num_cat=0
split_feature=4 4 7 16 9 5 15
split_gain=0.413699 10.3119 216.59 0.592107 0.286245 0.126014 0.0987234
threshold=0.047091390937566764 0.042216820642352111 -0.019131331704556939 0.015030231792479755 0.037644863128662116 2.1950947046279912 0.49368338286876684
leaf_value=-1.6909205107359601e-06 -0.00096138877557872806 0.064051780107170081 -7.8541988411143113e-05 -0.00036030971797798209 2.5152576220457436e-05 -0.00022543070914025985 -0.0019613986619666508
leaf_weight=576280 448 112 2230 7474 8161 5143 361
leaf_count=576280 448 112 2230 7474 8161 5143 361
internal_value=2.06322e-06 8.33352e-06 0.00298832 -0.000220533 -0.00015911 -3.67002e-06 -0.00140762
internal_weight=600209 583765 2342 16444 15635 581423 809
internal_count=600209 583765 2342 16444 15635 581423 809

Tree=66
num_cat=0
split_feature=15 9 20 51 20 35 46
split_gain=0.429915 1.2697 7.19754 0.901538 0.133842 29.2167 0.145559
threshold=0.49368338286876684 -0.0040979732293635598 0.011249953880906107 -0.042754376307129853 0.2070206627249718 0.92743614315986644 0.24091693013906482
leaf_value=-2.4863120425947493e-06 -0.028604715509922239 -0.0030931422759022096 -0.0012860126998584527 -0.00010359533206164187 -0.00037086320199872794 0.05442892538546585 -0.00070433273230681393
leaf_weight=582633 20 207 830 15472 1320 20 599
leaf_count=582633 20 207 830 15472 1320 20 599
internal_value=-8.57436e-06 -0.000234896 -0.00192881 -0.000143064 -2.17503e-06 0.000447044 -3.20713e-06
internal_weight=601101 16529 850 15679 584572 1340 583232
internal_count=601101 16529 850 15679 584572 1340 583232

Tree=67
num_cat=0
split_feature=15 9 20 19 46 18 2
split_gain=0.392093 1.16207 6.8667 0.458658 0.127014 15.9774 0.0913123
threshold=0.49368338286876684 -0.0043335761874914161 0.012266780715435745 0.00041554507333785301 0.24091693013906482 -0.0070579538587480775 0.033120537176728256
leaf_value=5.6723308289303617e-08 -0.027268595735409427 -0.0010413608138640697 -0.0012053746748720933 -7.1997936508290779e-05 0.036755323894321922 -0.00046115026765915636 -0.00011003238601593568
leaf_weight=567995 21 1060 811 14637 24 875 15678
leaf_count=567995 21 1060 811 14637 24 875 15678
internal_value=-8.18851e-06 -0.000224325 -0.00186322 -0.000137458 -2.07716e-06 0.000532393 -2.90037e-06
internal_weight=601101 16529 832 15697 584572 899 583673
internal_count=601101 16529 832 15697 584572 899 583673

Tree=68
num_cat=0
split_feature=15 9 20 19 31 0 46
split_gain=0.357599 1.05983 6.2626 0.418308 0.131932 1.8999 0.15348
threshold=0.49368338286876684 -0.0043335761874914161 0.012266780715435745 0.00041554507333785301 1.4019533991813662 -0.024177896790206429 0.24091693013906482
leaf_value=2.8210454675414172e-06 -0.026041508596390484 -0.00099449957630922824 -0.0011511328154945504 -6.8758029204527151e-05 -0.002323142336739881 -3.7950917367496821e-05 0.00060202474306905078
leaf_weight=544167 21 1060 811 14637 751 38787 867
leaf_count=544167 21 1060 811 14637 751 38787 867
internal_value=-7.82003e-06 -0.000214231 -0.00177938 -0.000131272 -1.98369e-06 -8.13567e-05 3.77421e-06
internal_weight=601101 16529 832 15697 584572 39538 545034
internal_count=601101 16529 832 15697 584572 39538 545034

Tree=69
num_cat=0
split_feature=15 49 8 16 46 35 14
split_gain=0.333096 0.589012 2.60048 0.281872 0.181452 27.836 0.173298
threshold=0.29739162325859075 2.1156536340713505 0.025191050954163078 0.0090574780479073542 0.24091693013906482 1.039447605609894 0.45188809931278234
leaf_value=-2.3200830132722031e-06 -0.00052994565603453809 -0.0032650231659806404 -2.1504564418781108e-05 -4.5660995039384601e-05 -0.00069900661031827504 0.05180294213633585 0.00030951987133830713
leaf_weight=563454 2668 650 2177 27719 780 21 3632
leaf_count=563454 2668 650 2177 27719 780 21 3632
internal_value=-7.46813e-06 -0.000145982 -0.000767273 -8.81815e-05 6.33141e-07 0.000677449 -3.2285e-07
internal_weight=601101 33214 2827 30387 567887 801 567086
internal_count=601101 33214 2827 30387 567887 801 567086

Tree=70
num_cat=0
split_feature=15 9 51 51 31 0 46
split_gain=0.307186 0.966955 1.83197 0.808899 0.119872 1.73212 0.128305
threshold=0.49368338286876684 -0.0043335761874914161 0.34658597409725195 -0.042754376307129853 1.4019533991813662 -0.024177896790206429 0.24091693013906482
leaf_value=2.8942068896531129e-06 -0.0079946117293989774 -0.0029068071066845392 -0.00098581446363757452 -8.1766209512631856e-05 -0.0022178884724803568 -3.5936363833273686e-05 0.00055075580072682111
leaf_weight=544167 84 208 748 15489 751 38787 867
leaf_count=544167 84 208 748 15489 751 38787 867
internal_value=-7.13206e-06 -0.000198441 -0.00169343 -0.000119201 -1.72273e-06 -7.73812e-05 3.7657e-06

Tree=71
num_cat=0
split_feature=15 19 7 5 18 20 31
split_gain=1.33003 30.5275 1289.57 2.47667 0.142965 7.45244 0.159031
threshold=0.48480661213397985 0.0029871630249544982 -0.015038088895380495 -0.4922413676977157 0.013169990852475168 0.29659919440746313 1.3952204585075381
leaf_value=2.9029946912576885e-06 0.29862799313018329 0.008869818428910577 -0.00062502024315164281 -0.00014242868137612739 -5.5166418509176384e-05 0.016877967339664707 -0.00043018979975369094
leaf_weight=528907 30 62 1042 15230 53071 53 2393
leaf_count=528907 30 62 1042 15230 53071 53 2393
internal_value=8.59051e-06 0.000408721 0.0077496 -0.000105889 -2.61323e-06 4.59382e-06 -7.13468e-05
internal_weight=600788 16364 1072 15292 584424 528960 55464
internal_count=600788 16364 1072 15292 584424 528960 55464

Tree=72
num_cat=0
split_feature=4 7 29 16 2 3 49
split_gain=1.23779 31.2774 756.246 0.301647 0.184532 0.311604 0.172373
threshold=0.066476602107286467 -0.015038088895380495 0.19344079494476321 0.016841155476868156 0.027290693484246734 0.093698535114526763 2.1199098825454716
leaf_value=1.771838799855463e-06 0.18048173308377247 -0.0018048882304952166 -0.0010731425029819012 -7.1219745922928497e-05 -0.00010948462785434065 0.0012094124445045681 -0.0011313261638689111
leaf_weight=559664 49 206 896 15123 24078 433 339
leaf_count=559664 49 206 896 15123 24078 433 339
internal_value=8.20393e-06 0.000395306 0.00834081 -9.45178e-05 -2.57373e-06 2.70544e-06 -0.000123672
internal_weight=600788 16274 945 15329 584514 560097 24417
internal_count=600788 16274 945 15329 584514 560097 24417

Tree=73
num_cat=0
split_feature=32 19 23 5 18 12 31
split_gain=1.17681 27.3321 1187.27 2.12938 0.127313 2.68967 0.152304
threshold=0.48480661213397985 0.0029871630249544982 -0.021760465577244755 -0.4922413676977157 0.013169990852475168 2.6700277328491215 1.3952204585075381
leaf_value=2.5001192352642904e-06 0.33449986386180336 0.0082199194005713044 0.00047529897207309007 -0.00013660190492458926 -5.1731439926006888e-05 0.0064513197888716612 -0.00041873789593771239
leaf_weight=528829 22 62 1050 15230 53071 131 2393
leaf_count=528829 22 62 1050 15230 53071 131 2393
internal_value=7.83476e-06 0.000384212 0.00733028 -0.000102721 -2.70389e-06 4.09721e-06 -6.7566e-05

Tree=74
num_cat=0
split_feature=15 9 19 49 4 18 46
split_gain=1.07328 38.4069 1905.72 2.24419 0.119906 1.26264 0.586885
threshold=0.48480661213397985 -0.0018452440272085366 0.004761686548590661 -0.25953947752714152 -0.25791904330253596 -0.007206274662166833 0.24645754694938662
leaf_value=-0.0095011991511855746 0.44374946988502051 0.0078939057539516525 -0.0007390571312640079 -0.00018171967468331307 -2.4410272806247023e-06 -0.00020676346789092853 0.0018175775008998734
leaf_weight=30 20 70 836 15438 581828 2207 359
leaf_count=30 20 70 836 15438 581828 2207 359
internal_value=7.48219e-06 0.000366923 0.00964619 -0.000145268 -2.58222e-06 -0.000331409 -1.31873e-06
internal_weight=600788 16364 856 15508 584424 2237 582187
internal_count=600788 16364 856 15508 584424 2237 582187

Tree=75
num_cat=0
split_feature=15 9 20 5 18 20 46
split_gain=0.978855 35.0281 1818.19 1.53555 0.116496 6.7547 0.141804
threshold=0.48480661213397985 -0.0018452440272085366 0.0194623526185751 -0.4922413676977157 0.013169990852475168 0.29659919440746313 0.24645754694938662
leaf_value=2.4300187647036281e-06 0.4332292612598394 0.0068172114488061191 -0.00093184116528861145 -0.0001675563192499489 -5.5985329818320882e-05 0.016068122297753843 -0.0006717338810732443
leaf_weight=528907 20 64 836 15444 54696 53 768
leaf_count=528907 20 64 836 15444 54696 53 768
internal_value=7.14549e-06 0.000350411 0.00921211 -0.000138731 -2.46602e-06 4.03975e-06 -6.45115e-05
internal_weight=600788 16364 856 15508 584424 528960 55464
internal_count=600788 16364 856 15508 584424 528960 55464

Tree=76
num_cat=0
split_feature=4 16 51 49 4 21 2
split_gain=0.357545 1.16448 0.7713 0.686933 0.372371 8.19798 0.168911
threshold=0.074781253933906569 0.017632937990128997 0.13612458854913714 2.1199098825454716 0.066476602107286467 1.1624502539634707 0.034190136939287193
leaf_value=2.8755249167073487e-06 -0.0087778649729972867 -1.6346102346629953e-05 -0.0017200385185205033 -0.001000978816622529 -8.1900523929753042e-05 0.01137521567681362 -0.0001362147335585528
leaf_weight=566361 33 11616 629 1637 2250 134 18250
leaf_count=566361 33 11616 629 1637 2250 134 18250
internal_value=-4.52211e-06 -0.000229971 -0.00207186 -0.000137967 8.22271e-07 0.000562082 -1.4665e-06
internal_weight=600910 13915 662 13253 586995 2384 584611
internal_count=600910 13915 662 13253 586995 2384 584611

Tree=77
num_cat=0
split_feature=4 16 29 49 4 51 2
split_gain=0.32609 1.06203 0.712251 0.6265 0.339612 4.90619 0.154051
threshold=0.074781253933906569 0.017632937990128997 0.19344079494476321 2.1199098825454716 0.066476602107286467 -0.056350536644458764 0.034190136939287193
leaf_value=2.7461264605543908e-06 -0.0078780841099013246 -1.5610527261246333e-05 -0.001609322111483235 -0.00095593477601331781 0.0069553632564629759 -0.00011248127751568385 -0.0001300850702288471
leaf_weight=566361 39 11616 623 1637 219 2165 18250
leaf_count=566361 39 11616 623 1637 219 2165 18250
internal_value=-4.31862e-06 -0.000219623 -0.00197863 -0.000131759 7.85269e-07 0.000536788 -1.40051e-06

Tree=78
num_cat=0
split_feature=1 51 15 14 9 46 9
split_gain=0.200372 0.303565 1.38857 0.184088 2.26089 0.253397 0.14509
threshold=0.044222814962267883 -0.042624477297067635 0.54038965702056896 0.44294348359107977 -0.00085678591858595599 0.24645754694938662 0.021471314132213596
leaf_value=-3.6084730276662684e-06 -0.00041672559964207097 -0.00026371743127209628 -0.0075192796789680513 0.0028776840450436382 1.8260147467667639e-05 0.0010754893730388305 -4.5482055210757679e-06
leaf_weight=572400 552 7688 62 597 9022 441 10148
leaf_count=572400 552 7688 62 597 9022 441 10148
internal_value=-4.12428e-06 -0.000150127 -0.00113392 5.005e-07 0.000195729 -2.77773e-06 -0.00011626
internal_weight=600910 18450 614 582460 9619 572841 17836
internal_count=600910 18450 614 582460 9619 572841 17836

Tree=79
num_cat=0
split_feature=4 7 19 49 4 21 2
split_gain=0.297339 0.589726 1.09822 0.544286 0.311512 7.51587 0.139376
threshold=0.074781253933906569 -0.016295056790113446 0.0041081306990236053 2.1199098825454716 0.066476602107286467 1.1624502539634707 0.034190136939287193
leaf_value=2.7857909716519808e-06 -0.010269771594404509 -3.8004450918980632e-05 -0.001151439133491629 -0.00091429400184273848 -0.00010232539161041132 0.010867800064589751 -0.00012356011676447633
leaf_weight=566361 28 11652 598 1637 2250 134 18250
leaf_count=566361 28 11652 598 1637 2250 134 18250
internal_value=-3.93869e-06 -0.000209532 -0.00155929 -0.00014595 9.35007e-07 0.000514284 -1.15839e-06
internal_weight=600910 13915 626 13289 586995 2384 584611
internal_count=600910 13915 626 13289 586995 2384 584611

Tree=80
num_cat=0
split_feature=4 16 51 49 4 51 2
split_gain=0.271181 0.919196 0.612829 0.525452 0.284106 4.50861 0.127114
threshold=0.074781253933906569 0.017632937990128997 0.13612458854913714 2.1199098825454716 0.066476602107286467 -0.056350536644458764 0.034190136939287193
leaf_value=2.6604298323669798e-06 -0.0078140838943760501 -1.1991242219285154e-05 -0.001522948543513475 -0.00087315077727016203 0.006644153056724513 -0.00013126505496700587 -0.00011799991154839402
leaf_weight=566361 33 11616 629 1637 219 2165 18250
leaf_count=566361 33 11616 629 1637 219 2165 18250
internal_value=-3.76145e-06 -0.000200103 -0.00183655 -0.000118361 8.92931e-07 0.000491141 -1.10626e-06

Tree=81
num_cat=0
split_feature=14 9 35 7 46 35 3
split_gain=0.286689 0.600466 0.650296 0.221168 0.212203 17.2776 0.130549
threshold=0.41081577539443975 0.0025524349184706811 1.1477848887443545 0.027626098133623603 0.24645754694938662 1.0885237455368044 0.093698535114526763
leaf_value=-5.0905522972491684e-06 -0.00047184424483585294 -0.00020481131062082046 -0.0023095714212770903 7.8248952823656577e-05 -0.0010627804769346937 0.035939541884387534 0.00056484876165497125
leaf_weight=573804 2879 12025 451 10445 477 27 815
leaf_count=573804 2879 12025 451 10445 477 27 815
internal_value=-1.00559e-05 -0.000156806 -0.000720738 -7.3233e-05 -3.47266e-06 0.000919487 -4.28219e-06
internal_weight=600923 25800 3330 22470 575123 504 574619
internal_count=600923 25800 3330 22470 575123 504 574619

Tree=82
num_cat=0
split_feature=4 16 32 49 20 35 46
split_gain=0.265327 1.58996 0.553799 0.408405 0.132779 18.1362 0.358501
threshold=0.042698567733168609 0.01530360756441951 0.48480661213397985 2.1199098825454716 0.29659919440746313 1.0885237455368044 0.24645754694938662
leaf_value=-2.4757025981951333e-06 -0.00096812209112967127 3.3105649041019411e-06 -0.0027920979605165273 -0.00053638467077532319 -0.00049620585795125116 0.033876321062548412 -0.00088153982536811996
leaf_weight=570630 1090 23424 488 3231 1087 32 941
leaf_count=570630 1090 23424 488 3231 1087 32 941
internal_value=-9.60336e-06 -0.000144275 -0.00153219 -6.21089e-05 -2.96421e-06 0.000486744 -3.92294e-06
internal_weight=600923 28233 1578 26655 572690 1119 571571
internal_count=600923 28233 1578 26655 572690 1119 571571

Tree=83
num_cat=0
split_feature=14 49 8 9 46 35 20
split_gain=0.252394 0.676171 2.20262 0.337767 0.202238 15.5552 0.138196
threshold=0.41081577539443975 2.1199098825454716 0.022201816551387313 0.0025524349184706811 0.24645754694938662 1.0885237455368044 0.21382468193769458
leaf_value=-2.3571672741844572e-06 -0.00052911498972936131 -0.0048127320728326246 -0.00012298803592462567 -3.3337648893447929e-05 -0.00098283437736272562 0.034126686807721851 -0.00034497146251324966
leaf_weight=572225 3197 265 864 21474 477 27 2394
leaf_count=572225 3197 265 864 21474 477 27 2394
internal_value=-9.17121e-06 -0.000146865 -0.00122377 -9.75831e-05 -2.99429e-06 0.000898033 -3.78458e-06
internal_weight=600923 25800 1129 24671 575123 504 574619
internal_count=600923 25800 1129 24671 575123 504 574619

Tree=84
num_cat=0
split_feature=14 49 8 16 46 24 15
split_gain=0.23019 0.616685 2.00884 0.327662 0.193223 6.2144 0.191372
threshold=0.41081577539443975 2.1199098825454716 0.022201816551387313 0.016061118803918365 0.12999294698238376 1.6424518823623659 0.48480661213397985
leaf_value=-2.5357267254924145e-06 -0.0004235787727757217 -0.0045961591408693429 -0.0001174535691541223 -1.1788588399940468e-05 0.00014210824461415017 0.021884336258663095 -0.00037304538543212417
leaf_weight=570365 4877 265 864 19794 1894 27 2837
leaf_count=570365 4877 265 864 19794 1894 27 2837
internal_value=-8.75851e-06 -0.000140256 -0.0011687 -9.31919e-05 -2.85954e-06 0.000447699 -4.36952e-06
internal_weight=600923 25800 1129 24671 575123 1921 573202
internal_count=600923 25800 1129 24671 575123 1921 573202

Tree=85
num_cat=0
split_feature=4 16 15 49 20 19 46
split_gain=0.217751 1.44798 0.49756 0.32661 0.127788 20.4095 0.334273
threshold=0.042698567733168609 0.01530360756441951 0.48480661213397985 2.1199098825454716 0.29659919440746313 0.018366006202995781 0.24645754694938662
leaf_value=-1.892910789851255e-06 -0.00092020396171642641 6.5486210744138191e-06 -0.0026490860189262062 -0.00047608468544688235 0.042430295507112296 -0.00040231704512249273 -0.00085073297257653405
leaf_weight=570630 1090 23424 488 3231 23 1096 941
leaf_count=570630 1090 23424 488 3231 23 1096 941
internal_value=-8.36437e-06 -0.000130366 -0.00145486 -5.1954e-05 -2.34985e-06 0.000478067 -3.29039e-06

Tree=86
num_cat=0
split_feature=15 19 5 5 46 18 20
split_gain=1.21651 21.5564 1208.96 1.7074 0.599656 3.25368 0.103436
threshold=0.48480661213397985 0.0029871630249544982 0.56375801563262951 -0.4922413676977157 0.24645754694938662 -0.0067873813677579156 0.21382468193769458
leaf_value=-8.6691041878279366e-07 0.35314642400108276 0.0073441386054868673 5.9670231321021795e-05 -7.9316003973664928e-05 -0.015502118778324896 -0.00065555886117792085 -0.00030213223104087929
leaf_weight=580787 20 63 1082 15234 31 836 2317
leaf_count=580787 20 63 1082 15234 31 836 2317
internal_value=6.91195e-06 0.000389162 0.00646778 -4.87428e-05 -3.82235e-06 -0.0011864 -2.06401e-06
internal_weight=600370 16399 1102 15297 583971 867 583104
internal_count=600370 16399 1102 15297 583971 867 583104

Tree=87
num_cat=0
split_feature=4 4 8 8 20 18 19
split_gain=1.14052 14.2237 96.5802 0.287872 0.282124 1.41027 0.175158
threshold=0.066476602107286467 0.074781253933906569 -0.01495661213994026 0.024757893756031994 0.21382468193769458 -0.0034992245491594072 0.16130571067333224
leaf_value=-2.6582814791787552e-06 0.026511840751850257 -0.0004159294518143457 -5.0455738163861264e-05 1.9617060833075212e-06 -0.0087494649072518433 -0.00033771680631333696 0.00060161731680081413
leaf_weight=580502 322 5529 1992 8424 41 2587 973
leaf_count=580502 322 5529 1992 8424 41 2587 973
internal_value=6.60091e-06 0.00037826 0.00364577 -0.000163631 -3.74962e-06 -0.00046895 -1.64713e-06
internal_weight=600370 16267 2314 13953 584103 2628 581475
internal_count=600370 16267 2314 13953 584103 2628 581475

Tree=88
num_cat=0
split_feature=15 9 29 49 46 18 5
split_gain=1.05493 31.4524 1713.19 1.7039 0.533392 2.90763 0.091077
threshold=0.48480661213397985 -0.0018452440272085366 0.20562779903411868 -0.25953947752714152 0.24645754694938662 -0.0067873813677579156 2.1832678318023686
leaf_value=-3.4206634407473178e-07 0.42033745943784018 0.0066275617983774281 -0.0012335704335818798 -0.00012689924252203284 -0.014652039959065376 -0.00061719999282566068 -0.00018899506378844918
leaf_weight=577875 20 76 814 15489 31 836 5229
leaf_count=577875 20 76 814 15489 31 836 5229
internal_value=6.30387e-06 0.000362264 0.00887605 -9.39189e-05 -3.69217e-06 -0.00111902 -2.03382e-06
internal_weight=600370 16399 834 15565 583971 867 583104
internal_count=600370 16399 834 15565 583971 867 583104

Tree=89
num_cat=0
split_feature=32 9 29 49 46 18 20
split_gain=0.962123 28.6854 1562.47 1.554 0.486467 2.65183 0.086017
threshold=0.48480661213397985 -0.0018452440272085366 0.20562779903411868 -0.25953947752714152 0.24645754694938662 -0.0067873813677579156 0.109985388815403
leaf_value=1.6583668678297423e-07 0.40142228145897385 0.006329321803461521 -0.0011780597655706403 -0.00012118877696406984 -0.013992698344011461 -0.00058942598762802372 -0.00014364092576266759
leaf_weight=574556 20 76 814 15489 31 836 8548
leaf_count=574556 20 76 814 15489 31 836 8548
internal_value=6.0202e-06 0.000345963 0.00847662 -8.96925e-05 -3.52602e-06 -0.00106867 -1.9423e-06

Tree=90
num_cat=0
split_feature=4 16 16 20 20 18 19
split_gain=0.879141 18.6543 1216.06 1.47769 0.233475 1.17006 0.164007
threshold=0.066476602107286467 0.018398451618850235 0.009063976816833021 0.0017586908652447166 0.21382468193769458 -0.0034992245491594072 0.16130571067333224
leaf_value=-2.4039332486917802e-06 -0.0018265253682892869 0.0022655402526170587 0.34498817646418628 -0.00010760786282693334 -0.007968948198618684 -0.00030699796567368028 0.00058231970603448205
leaf_weight=580502 816 551 21 14879 41 2587 973
leaf_count=580502 816 551 21 14879 41 2587 973
internal_value=5.74929e-06 0.000332054 0.00687492 -2.28636e-05 -3.33815e-06 -0.000426534 -1.4255e-06
internal_weight=600370 16267 837 15430 584103 2628 581475
internal_count=600370 16267 837 15430 584103 2628 581475

Tree=91
num_cat=0
split_feature=15 9 20 5 20 35 46
split_gain=0.735871 25.8293 1376.28 1.6988 0.200129 25.7185 0.252702
threshold=0.48480661213397985 -0.0018452440272085366 0.0194623526185751 -0.4922413676977157 0.29659919440746313 0.93073874711990368 0.24645754694938662
leaf_value=-8.3868160930393205e-07 0.36771289535931179 0.0077817126919769415 -0.0011701951531264238 -0.00014098118101156873 -0.00026102631113191491 0.05118628721195273 -0.00095298365447704983
leaf_weight=582521 21 55 829 15468 1216 20 565
leaf_count=582521 21 55 829 15468 1216 20 565
internal_value=7.78849e-06 0.000305331 0.00794339 -0.00011291 -5.48786e-07 0.000571454 -1.76129e-06
internal_weight=600695 16373 850 15523 584322 1236 583086
internal_count=600695 16373 850 15523 584322 1236 583086

Column_49=54
Column_15=52
Column_5=44
Column_46=39
Column_7=36
Column_4=30
Column_19=30
Column_51=29
Column_20=28
Column_0=27
Column_9=27
Column_24=22
Column_8=21
Column_21=21
Column_14=19
Column_16=17
Column_18=17
Column_31=14
Column_23=12
Column_17=11
Column_35=11
Column_45=10
Column_55=10
Column_2=9
Column_32=8
Column_33=6
Column_3=5
Column_11=5
Column_26=5
Column_29=5
Column_34=5
Column_13=4
Column_12=3
Column_47=3
Column_6=2
Column_1=1
Column_27=1
Column_50=1

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

objective=regression metric=rmse num_leaves=31 max_depth=3 learning_rate=0.045 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50