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=1014 1044 1044 1039 1045 1038 1041 1035 1038 1040 1045 1044 1048 1035 1043 1042 1044 1047 1050 1043 1047 1042 1049 1041 1047 1045 1047 1037 1049 1043 1045 1041 1052 1040 1041 1044 1033 1041 1044 1047 1032 1034 1047 1041 1042 1045 1043 1047 1037 1045 1049 1038 1051 1040 1044 1048 1047 1048 1050 1040 1036 1045 1050 1040 1034 1042 1041 1041 1047 1040 1041 1048 1044 1047 1037 1053 1049 1044 1052 1049 1045 1043 1045 1049 1045 1042 1035 1049 1039 1048 1044 1034 1046 1035 1047 1051 1044 1046 1049 1048 1045 1047 1041 1054 1049 1046 1039 1046 1047 1046 1033 1048 1039 1036 1048 1035 1041 1037 1039 1034 1035 1045 1046 1042 1050 1052 1049 1054 1038 1042 1052 1039 1045 1049 1050 1049 1049 1049 1054 1035 1055 1053 1052 1031 1050 1034 1042 1054 1044 1052 1033 1036 1033 1030 1040 1041 1043 1045 1049 1047 1040 1044 1045 1050 1046 1042 1042 1048 1044 1045 1045 1044 1041 1048 1044 1040 1039 1050 1053 1046 1055 1059 1049 1053 1049 1037 1041 1047 1051 1042 1058 1055 1037 1053 1056 1054 1055 1046 1054 1055

Tree=0
num_leaves=8
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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
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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=4420.8 1619.69 965.197 680.699 472.551 378.218 360.293
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.0089428424835205061 1.0000000180025095e-35 -0.0026376470923423763 -0.0094470065087079984
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shrinkage=0.029

Tree=2
num_cat=0
split_feature=48 28 18 48 28 38 6
split_gain=4176.47 1524.35 961.012 649.247 479.307 443.037 193.142
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.000590299750911072 1.0000000180025095e-35 1.0000000180025095e-35
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leaf_count=1559 96751 108413 20074 289249 45959 13523 12159
internal_value=1.7978e-05 0.0019802 -0.0125252 0.000281297 -0.00958387 0.00809501 -0.0267588
internal_weight=142709 123404 19305 96572.7 15998.9 26831.2 3306.09
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=2527.32 1992.11 1436.59 551.822 182.632 161.023 115.982
threshold=-0.014725709334015845 -0.020662431605160233 0.021683344617486004 1.0000000180025095e-35 -0.021240289323031899 -0.16511735320091245 3.1571753025054936
left_child=3 4 -3 5 -2 -1 -5
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leaf_weight=9315.3045826107264 1567.9884449392557 65708.21475443244 36494.163053691387 3166.1793849021196 1531.6968393623829 24365.222543820739 554.32990995049477
leaf_count=38247 6559 270874 150243 12965 6363 100167 2269
internal_value=1.73291e-05 -0.00228271 -0.00158806 0.00649305 -0.0251865 0.00532229 0.0170915
internal_weight=142703 105302 102202 37401 3099.69 33680.5 3720.51
internal_count=587687 434039 421117 153648 12922 138414 15234

Tree=4
num_cat=0
split_feature=48 28 18 8 28 38 0
split_gain=3853.41 1344.63 867.616 627.581 447.718 389.185 179.799
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.0089428424835205061 0.000590299750911072 1.0000000180025095e-35 -0.0015730941086076198
leaf_value=-0.006795395511680586 0.0063250120956956013 0.0042761670589688966 -0.0019337357663180986 -0.0010742076661178978 -0.012482552514952359 0.016939555351969234 -0.028101634942011317
leaf_weight=376.35136397182941 23582.835417479277 24813.905037164688 4868.0830165594816 71746.71252040565 11097.090784072876 3313.1513415127993 2898.2438249588013
leaf_count=1559 96751 102027 20074 295635 45959 13523 12159
internal_value=1.67216e-05 0.00189802 -0.0120551 0.000300718 -0.00926602 0.00763255 -0.0256529
internal_weight=142696 123457 19239.8 96560.6 15965.2 26896 3274.6

Tree=5
num_cat=0
split_feature=48 7 7 47 7 6 6
split_gain=3607.04 813.171 969.27 803.688 325.843 297.951 106.869
threshold=-1.1056645214557645 -0.01821904722601175 0.044861363247036941 -1.256108224391937 -0.0097913797944784147 1.0000000180025095e-35 1.0000000180025095e-35
left_child=3 6 -3 5 -5 -1 -2
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leaf_weight=981.69945129752159 15344.722279921174 59486.04225794971 32866.533436074853 1948.8594916760921 10969.723787009716 5236.2412941753864 15856.078643530607
leaf_count=4063 62881 245082 135076 8046 45469 21933 65149
internal_value=1.00966e-05 0.0018247 0.000457221 -0.0117057 -0.00758261 -0.0202721 0.00587235
internal_weight=142690 123553 92352.6 19136.5 12918.6 6217.94 31200.8
internal_count=587699 508188 380158 79511 53515 25996 128030

Tree=6
num_cat=0
split_feature=48 28 18 48 9 38 28
split_gain=3408.06 1336.9 769.477 582.959 406.503 364.73 151.249
threshold=-1.1056645214557645 -0.031506778672337525 -0.020219163037836548 -0.34191577136516565 0.019179280847311023 1.0000000180025095e-35 0.0020204392494633798
leaf_value=-0.0068368346063584712 0.0062105824409297286 -0.0035075090130669475 -0.010580609640415309 0.0015538593521798453 0.0031815674166322779 0.016479264667423922 -0.026643964806681419
leaf_weight=366.16146363317966 23736.562572062016 26306.962300375104 13817.564876377583 70229.106325611472 2076.2626137435436 3315.2531393319368 2830.8988232165575
leaf_count=1521 97230 108457 57385 289007 8599 13494 12006
internal_value=9.6918e-06 0.00177125 -0.011394 0.00017459 -0.00878281 0.00746903 -0.0243754
internal_weight=142679 123588 19090.9 96536.1 15893.8 27051.8 3197.06
internal_count=587699 508188 79511 397464 65984 110724 13527

Tree=7
num_cat=0
split_feature=48 28 47 48 44 1 7
split_gain=3220.14 1258.72 748.117 549.815 341.08 323.04 305.352
threshold=-1.1056645214557645 -0.031506778672337525 -1.256108224391937 -0.34191577136516565 3.7910240888595585 -0.0026376470923423763 -0.0097913797944784147
leaf_value=-0.0080270672762719434 0.0060185547440961334 -0.0034078926912923437 0.0034668617437188238 0.0015084005836703319 0.015884886794551384 -0.02326901887216527 -0.0089977474047576479
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internal_value=9.29694e-06 0.00171941 -0.0110909 0.00016951 0.00724444 -0.0193949 -0.00711258
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Tree=8
num_cat=0
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split_gain=2033.99 1635.39 720.546 712.96 333.418 132.905 65.9973
threshold=-0.031506778672337525 -1.256108224391937 -0.020662431605160233 -0.0097913797944784147 1.0000000180025095e-35 3.1571753025054936 -0.16511735320091245
left_child=4 2 -2 -3 6 -6 -1
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Tree=9
num_cat=0
split_feature=48 48 7 0 6 7 7
split_gain=2988.52 1017.41 567.539 508.206 578.29 354.863 30.0091
threshold=-1.4875389337539671 -0.34191577136516565 -0.0097913797944784147 -0.0015730941086076198 6.0537413446581929e-05 -0.04316392354667186 -0.016868890263140198
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Tree=10
num_cat=0
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Tree=11
num_cat=0
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Tree=12
num_cat=0
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Tree=13
num_cat=0
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Tree=14
num_cat=0
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split_feature=23 23 22 0 44 44 23
split_gain=89.8361 258.377 127.468 83.3657 39.3674 33.3479 31.1889
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.60506072640418995 -0.00067674985621124495 1.0000000180025095e-35 3.8360519409179692 -0.0037716437363997097
leaf_value=-4.3775304590226305e-05 0.0023520115186404064 -0.0044131107593089157 0.00024358524416460446 0.0004160905080984711 -0.0036664747585136623 0.0069416359903962431 0.0014550704177639575
leaf_weight=43835.424864262342 10709.317388728261 18272.953336283565 6777.0786747485399 45354.050801105797 2077.3841123431921 1520.4255056083202 15914.555453017354
leaf_count=178652 44189 83068 28224 186518 8430 6175 64822
internal_value=-7.44455e-05 -0.000681036 -0.00315328 0.000787738 0.000237284 0.0029226 0.000355446
internal_weight=144461 84800 25050 59661.2 47431.4 12229.7 59750
internal_count=600078 354766 111292 245312 194948 50364 243474

Tree=191
num_cat=0
split_feature=23 0 6 6 21 48 28
split_gain=84.7103 245.24 539.808 93.8961 82.7732 63.5871 62.2737
threshold=-0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 0.66048380732536327 1.4956800341606142 -0.70983687043189991 0.01025249343365431
left_child=1 4 -3 5 -1 -2 -5
leaf_value=0.00027136358059315759 0.0045541572236543447 -0.0098411064546346984 -0.00053238063694685165 -0.0029456698161174888 0.0085596147668481962 0.0011740414229447645 0.00031526006661606243
leaf_weight=56193.454686164856 5520.5032248198986 7035.4944917038083 20518.331245541573 7052.3038738369942 1031.9602651745081 30764.77605932951 16328.470485776663
leaf_count=228471 23366 35750 86340 30401 4205 124859 66686
internal_value=-7.2306e-05 -0.000661466 -0.00290924 0.000764829 0.000420828 0.0016883 -0.000668329
internal_weight=144445 84779.2 27553.8 59666.1 57225.4 36285.3 23380.8
internal_count=600078 354766 122090 245312 232676 148225 97087

Tree=192
num_cat=0
split_feature=48 22 7 21 25 0 17
split_gain=71.049 62.3232 102.849 36.8933 20.7249 12.4232 9.33514
threshold=-2.5940562486648555 -0.55687132477760304 -0.0065563677344471208 -0.075601164251565919 -0.84910756349563588 -0.026700210757553574 3.7556935548782353
leaf_value=-0.020569939413311741 -0.0012417536469792473 0.0017984350705140448 0.00067931121151938354 0.00015083007635291449 0.047332769529366221 -0.0074495031565003887 0.026819113285300393
leaf_weight=152.39341657608747 56993.807750463486 19538.934979528189 39807.881342455745 27539.83640756458 3.5134742110967627 380.76062130182981 3.577994503080844
leaf_count=1145 240841 79637 162944 112980 16 2493 22
internal_value=-7.02526e-05 -3.0838e-05 -0.000451752 0.00083463 -0.0105673 -0.00694862 -0.0194828
internal_weight=144421 143880 96801.7 47078.8 540.246 384.274 155.971
internal_count=600078 596402 403785 192617 3676 2509 1167

Tree=193
num_cat=0
split_feature=23 0 6 6 17 48 28
split_gain=79.2966 230.18 507.946 87.8294 78.6983 59.838 58.0211
threshold=-0.0014371092547662554 -0.0022947916295379396 -0.0032315314747393127 0.66048380732536327 -0.93323016166687001 -0.70983687043189991 0.01025249343365431
leaf_value=0.01203595847035532 0.0044131791878112593 -0.009561782301368121 -0.00051606574086397175 -0.0028442256878931835 0.00031015763708964442 0.0011355176887594932 0.00030433328085555838
leaf_weight=485.48565310239792 5525.537756383419 7002.696222871542 20515.46705647558 7046.1562850177288 56739.005530059338 30767.999962210655 16329.091533392668
leaf_count=1992 23366 35750 86340 30401 230684 124859 66686
internal_value=-6.82276e-05 -0.000638454 -0.00281798 0.000741618 0.000409638 0.00163453 -0.000644758
internal_weight=144411 84742.7 27518.2 59668.8 57224.5 36293.5 23375.2

Tree=194
num_cat=0
split_feature=23 23 6 6 48 28 6
split_gain=74.7783 217.895 231.344 82.7891 56.3298 54.7465 44.528
threshold=-0.0014371092547662554 -0.0014412749442271886 -0.0032315300777554508 0.66048380732536327 -0.70983687043189991 0.01025249343365431 0.56041327118873607
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.00045618929753037812 0.0042813952090360909 -0.0060819665824284278 -0.00044981147260090518 -0.0027636249579896686 0.0011024687397329727 0.00029549671137139893 -0.0046573279858879019
leaf_weight=58280.13519192487 5530.371960952878 10840.911617346108 14124.913176469505 7041.4288946613669 30771.270507305861 16329.68494771421 1468.2344564348459
leaf_count=237297 23366 51714 59578 30401 124859 66686 6177
internal_value=-6.62893e-05 -0.00062019 -0.00289546 0.000720053 0.00158676 -0.000626179 0.000330532
internal_weight=144387 84714.2 24965.8 59672.8 36301.6 23371.1 59748.4
internal_count=600078 354766 111292 245312 148225 97087 243474

Tree=195
num_cat=0
split_feature=1 1 22 17 34 9 37
split_gain=70.9136 231.852 79.9417 40.2095 35.4691 32.4639 29.9405
threshold=-0.0037464592605829235 -0.0036749573191627856 -0.45530457794666285 -0.86012724041938771 -1.579394996166229 -0.072766341269016252 0.76045024394989025
leaf_value=0.0014113117827951084 -0.005926685464021442 -0.00430363336833738 0.00030506761093069092 9.1193562675713795e-05 0.00068717277208557202 -0.0037068728918252234 0.0035217024275304046
leaf_weight=1646.0079125761986 8369.5052191466093 1797.4998119473457 2182.6904312521219 67413.588633656502 57016.630192145705 2841.3245055377483 3316.2345803678036
leaf_count=6634 40023 7757 9304 278499 233163 12054 13523
internal_value=-5.44736e-05 -0.000633445 -0.00463767 -2.29457e-05 0.000657969 -0.00182946 0.000842975
internal_weight=144583 79763.3 10552.2 69211.1 64820.2 4487.33 60332.9
internal_count=600957 335583 49327 286256 265374 18688 246686

Tree=196
num_cat=0
split_feature=12 13 28 6 0 17 21
split_gain=69.0917 56.7419 70.7977 54.7179 315.318 200.306 19.5718
threshold=-0.29080538451671595 -0.0039383406983688465 0.0011342806392349305 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 -0.15461097657680509
leaf_value=-0.0010376961194627249 0.00042331403767704046 -0.010309212828002656 -2.4250759463343918e-05 -0.011258598716234837 -0.0044713725657214414 0.0008632262363010623 0.0077437865562784598
leaf_weight=1669.3108484745026 59129.829650044441 1555.0724563524127 882.18723917007446 1166.6174106448889 13617.809358090162 66303.748316526413 244.74123480916023
leaf_count=7468 240115 8688 4028 5003 62254 272379 1022
internal_value=-5.29098e-05 -0.00365177 -0.00658648 5.87717e-05 -0.000492934 0.00065363 8.51526e-05
internal_weight=144569 4351.31 2437.26 140218 72747.6 67470.4 1914.05
internal_count=600957 21206 12716 579751 302369 277382 8490

Tree=197
num_cat=0
split_feature=1 1 34 9 34 9 37
split_gain=65.9491 213.945 65.5693 38.4045 32.9606 30.1094 28.7341
threshold=-0.0037464592605829235 -0.0036749573191627856 1.3685106635093691 0.10726100578904153 -1.579394996166229 -0.072766341269016252 0.76045024394989025
leaf_value=0.001357049094864326 -0.0038628384460532698 -0.0003680824899627623 -0.013211264093024025 0.0013323878398735418 0.00066129263718348063 -0.0035728563662498136 0.0034386421001864937
leaf_weight=1646.208245202899 9853.2362095043063 55201.041334703565 674.15759352594614 14003.108644574881 57018.9464443326 2838.1765431314707 3314.9378673136234
leaf_count=6634 44917 229917 4410 56339 233163 12054 13523
internal_value=-5.14025e-05 -0.000609908 -0.0044615 -2.40009e-05 0.000635603 -0.0017631 0.000813889
internal_weight=144550 79731.5 10527.4 69204.1 64818.3 4484.38 60333.9

Tree=198
num_cat=0
split_feature=12 48 13 6 0 17 33
split_gain=64.0071 66.7565 66.6973 51.3379 291.509 190.02 28.0033
threshold=-0.29080538451671595 -0.70983687043189991 -0.0039383406983688465 -0.0032315243734046812 -0.0022947916295379396 -0.93323016166687001 -0.38968080282211298
leaf_value=-0.0011215033001660613 0.00040317195829401952 -0.0036906329122808378 -0.010870228975358146 -0.010984271912849019 -0.0043069144607309137 0.00083744961053089416 0.0034217584413270344
leaf_weight=1026.1107183843851 59129.755624487996 788.28638744354248 1389.3720872923732 1163.5598215907812 13590.663164786994 66309.171603143215 1137.1601692289114
leaf_count=4838 240115 3363 8313 5003 62254 272379 4692
internal_value=-4.99287e-05 -0.00351809 -0.00672892 5.74591e-05 -0.000477092 0.000633585 0.000509914
internal_weight=144534 4340.93 2415.48 140193 72720.4 67472.7 1925.45
internal_count=600957 21206 13151 579751 302369 277382 8055

Tree=199
num_cat=0
split_feature=12 48 13 23 23 23 33
split_gain=60.4742 63.2493 63.5142 44.4992 118.987 69.8811 26.4064
threshold=-0.29080538451671595 -0.70983687043189991 -0.0039383406983688465 -0.0014371092547662554 -0.0014412749442271886 -0.0004490460996748879 -0.38968080282211298
leaf_value=-0.0010894218227454288 0.00031519219295940112 -0.0035866538731136152 -0.010615092744492788 0.003752878721401023 -0.002141242765877573 0.0003405799011287037 0.0033210689111064866
leaf_weight=1025.7004083245993 58416.311838194728 787.6260411888361 1381.6208202913404 5578.2814989089966 23158.19613032043 53028.294175758958 1137.6522046923637
leaf_count=4838 237788 3363 8313 22635 101632 217696 4692
internal_value=-4.85085e-05 -0.00342293 -0.00655644 5.57852e-05 -0.000382165 0.000665369 0.000495138
internal_weight=144514 4332.6 2407.32 140181 81574.5 58606.6 1925.28
internal_count=600957 21206 13151 579751 339420 240331 8055

end of trees

feature_importances:
Column_7=169
Column_28=149
Column_48=126
Column_6=121
Column_8=89
Column_17=65
Column_1=60
Column_9=60
Column_34=48
Column_18=45
Column_23=45
Column_47=44
Column_0=40
Column_16=40
Column_21=39
Column_12=30
Column_26=23
Column_13=21
Column_38=20
Column_22=18
Column_44=17
Column_19=12
Column_33=12
Column_49=10
Column_14=9
Column_29=9
Column_35=9
Column_20=8
Column_37=8
Column_2=7
Column_3=7
Column_50=7
Column_5=5
Column_24=5
Column_55=5
Column_11=4
Column_45=4
Column_4=2
Column_25=2
Column_27=2
Column_52=2
Column_46=1
Column_51=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: 0.029]
[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=0.029 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=900 913 913 929 914 909 914 908 913 921 921 917 922 915 920 911 925 909 912 923 915 919 921 919 936 927 924 917 913 917 926 924 920 925 917 920 927 927 911 926 925 927 911 912 911 910 910 933 925 918 919 919 911 926 925 918 925 918 924 920 917 920 917 914 917 919 927 919 921 926 917 918 918 919 916 920 919 920 921 917 917 921 926 923 930 922 926 925 919 915 916 916 926 922 929 924 925 931 927 918 918 921 920 922 919 918 916 916 927

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=0.00011878947565176373 0.00013628463417693649 0.0007112149942719721 0.020913042505570297 0.0001182655733380297 0.0008347777834843555 9.7807579432326793e-05 0.00010168560969945587
leaf_weight=82 22392 58 20 10818 687 551563 2067
leaf_count=82 22392 58 20 10818 687 551563 2067
internal_value=0.000101297 0.00030509 0.00419609 0.000100522 0.000161051 9.93087e-05 0.000118322
internal_weight=587687 2227 102 585460 11505 573955 2125
internal_count=587687 2227 102 585460 11505 573955 2125

Tree=1
num_cat=0
split_gain=0.104086 1.81438 7.79422 0.0482028 0.371798 0.0357155 0.0234986
leaf_value=1.5304510594255476e-05 3.2292320126511151e-05 0.00059054968073905909 0.020206524046865525 1.4795813798747308e-05 0.00071052914017099016 -5.0688977119668277e-06 -1.3033339013532586e-06
internal_value=-1.68047e-06 0.000196203 0.00397437 -2.43318e-06 5.63403e-05 -3.61131e-06 1.48508e-05

Tree=2
num_cat=0
split_feature=45 17 33 23 49 31 49
split_gain=0.0981362 1.71067 7.81158 0.0405 0.210804 0.0316939 0.0221554
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 -0.030672303400933739 -1.3179033398628233 2.102653026580811 -1.6757296919822691
leaf_value=0.019620711808713082 0.00028490892486807015 0.00057342373661958856 -0.00022723053712728376 -4.8387749324300855e-06 6.5827113450889948e-06 5.7586126660454728e-05 -1.2655376021308243e-06
leaf_weight=21 2517 58 81 550798 25219 6926 2067
leaf_count=21 2517 58 81 550798 25219 6926 2067
internal_value=-1.63173e-06 0.000190513 0.00385911 -2.36262e-06 3.18404e-05 -4.06356e-06 1.44201e-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=0.0451011 0.319796 13.7116 0.119899 0.0366681 0.228997 0.0166814
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -0.25902542471885676 -0.27063107490539545 0.25719563663005834
leaf_value=7.6766751942586162e-06 -3.3412178213380107e-05 -1.2725182276480289e-05 0.022681856266755621 0.00037041663053287351 -3.3670088691815403e-06 0.0003095096476639011 -2.1234303628607676e-05
leaf_weight=49121 789 10104 23 737 476292 2209 48412
leaf_count=49121 789 10104 23 737 476292 2209 48412
internal_value=-1.58441e-06 5.48994e-05 0.000610001 1.33218e-05 -2.72706e-06 2.06661e-05 -5.01554e-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 0 27
split_gain=0.091975 0.635578 9.82757 0.0427113 0.349673 0.0313688 0.030689
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.034956371411681168 0.16744337230920794
leaf_value=1.0831207797937179e-05 3.0292967502634957e-05 0.021065112122028589 3.2965655997492872e-05 1.2788945009196369e-05 0.00068750420943110161 -4.7210426961707636e-06 -0.00064502741803822107
leaf_weight=1861 22392 20 284 10818 687 551563 62
leaf_count=1861 22392 20 284 10818 687 551563 62
internal_value=-1.53847e-06 0.000184477 0.00141666 -2.24604e-06 5.30783e-05 -3.35502e-06 -1.03145e-05
internal_weight=587687 2227 304 585460 11505 573955 1923
internal_count=587687 2227 304 585460 11505 573955 1923

Tree=5
num_cat=0
split_feature=15 51 31 49 55 34 19
split_gain=0.132418 23.5435 42.7787 2.58198 0.0528357 0.439149 0.0319984
threshold=0.55725386738777172 -0.044410638511180871 1.2971196770668032 -0.12514873594045636 2.0211037397384648 1.468370318412781 0.089487399905920043
leaf_value=-2.4484817302740143e-06 0.052862519763083357 0.0052324634337025224 -3.553650592180525e-05 -2.831003670230223e-05 2.0292471668064308e-05 0.00085506310495687737 5.8033013453319843e-05
leaf_weight=557504 20 79 36 11486 10561 558 7455
leaf_count=557504 20 79 36 11486 10561 558 7455
internal_value=1.53684e-06 9.84568e-05 0.0188566 7.62607e-06 -4.18291e-07 6.21849e-05 -1.65039e-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=0.168964 1.31763 10.2323 0.589473 0.0783311 2.90771 0.0407035
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Tree=103
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Tree=104
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threshold=0.48480661213397985 -0.0018452440272085366 0.016878103837370876 0.0029871630249544982 0.12410134449601175 2.1199098825454716 -1.741030156612396
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leaf_weight=560751 20 1084 814 14481 274 15561 7385
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Tree=105
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Tree=106
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Tree=107
num_cat=0
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split_gain=0.53092 22.0992 1236.87 1.46879 0.20427 0.335747 0.128117
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leaf_weight=566516 816 479 21 14951 12706 138 4743
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internal_value=2.09092e-06 0.000165507 0.00475487 -8.34435e-05 -2.46013e-06 -0.000116833 1.11383e-07
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internal_count=600370 16267 837 15430 584103 12844 571259

Tree=108
num_cat=0
split_feature=46 23 23 49 15 9 5
split_gain=0.539038 3.79844 90.9547 0.830603 0.768291 1.04359 0.136103
threshold=0.015988946892321113 -0.024370512925088402 -0.025395662523806092 2.0066027045249943 0.48480661213397985 -0.0018452440272085366 2.1832678318023686
leaf_value=-2.9547056882419106e-06 4.4394830975287836e-05 2.2527720536491518e-05 0.016973918407612355 -0.00088095830017411738 -0.001542971631159935 -0.00021499033823446743 -0.00017338918721015358
leaf_weight=512522 6678 72294 278 866 580 3506 3971
leaf_count=512522 6678 72294 278 866 580 3506 3971
internal_value=3.37837e-06 7.34052e-05 0.000720992 1.18331e-05 -7.39861e-06 -0.000403495 -4.26507e-06
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Column_49=70
Column_5=65
Column_7=62
Column_15=54
Column_21=36
Column_51=35
Column_46=33
Column_19=30
Column_0=29
Column_4=29
Column_9=27
Column_45=26
Column_55=25
Column_16=24
Column_24=22
Column_20=18
Column_23=17
Column_33=16
Column_8=15
Column_14=15
Column_17=15
Column_13=14
Column_32=12
Column_31=10
Column_27=9
Column_47=8
Column_18=7
Column_26=6
Column_34=6
Column_3=5
Column_6=4
Column_25=4
Column_29=4
Column_12=3
Column_35=3
Column_11=2
Column_1=1
Column_28=1
Column_50=1

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

objective=regression metric=rmse num_leaves=31 max_depth=3 learning_rate=0.029 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