tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=143
objective=regression
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 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143
feature_infos=[0:4] [0:274.12344360351562] [0:3] [0:45] [0:102] [0:10.588234901428223] [0:48] [0:29.913793563842773] [0:14] [0:213.142333984375] [0:0.22928051650524139] [0:17.8125] [0:11] [0:9] [0:23.452381134033203] [0:12] [0.0002108029875671491:349.082275390625] [0.00018218549666926265:290.91326904296875] [0:23.235164642333984] [0:5] [0:40] [0:61.668571472167969] [0:96] [0:81] [0:31] [0:45] [0:4] [0:4] [0:0.24347318708896637] [0:0.096711263060569763] [0:0.031746033579111099] [0:0.22458072006702423] [0:0.10753176361322403] [0:0.096711263060569763] [0:0.10068965703248978] [0:0.53839403390884399] [0:7] [13.052846908569336:523.66668701171875] [0:5] [6:82] [100:304] [2.5555555820465088:23.333333969116211] [20:112] [11.06768798828125:66.724998474121094] [2:27] [0.75567090511322021:367.83956909179688] [0.38083735108375549:0.81724345684051514] [0.1875:33.494373321533203] [8:29] [6:23] [10:56.034481048583984] [3:28] [12.122748374938965:644.392333984375] [15.164962768554688:549.93218994140625] [10.842867851257324:56.902923583984375] [2:11] [17:94] [36.962566375732422:161.74000549316406] [40:232] [21:173] [6:61.5] [6:82] [0:6] [0:6] [0.30090498924255371:0.76069182157516479] [0.039276089519262314:0.22986607253551483] [0:0.057720057666301727] [0.30600357055664062:0.71254181861877441] [0.03084004670381546:0.23973727226257324] [0.039276089519262314:0.22986607253551483] [0.03084004670381546:0.23973727226257324] [0.088461540639400482:1.1418676376342773] [0:3] [6.3765430450439453:243.16667175292969] [0:2] [3:35] [50:152] [1.2222222089767456:11.333333015441895] [10:54] [4.1724138259887695:32.224998474121094] [1:13] [0.36678200960159302:154.28402709960938] [0.1805555522441864:0.40740740299224854] [0:15.734375] [4:14] [3:11] [5:27.034482955932617] [1:14] [5.5363321304321289:288.7236328125] [6.7706756591796875:252.24826049804688] [4.7450981140136719:28.109588623046875] [1:5] [8:46] [17.727272033691406:80] [20:116] [10:81] [3:27.5] [3:34] [0:2] [0:2] [0.13986013829708099:0.37735849618911743] [0.018867924809455872:0.1139240488409996] [0:0.025974025949835777] [0.14685314893722534:0.35384616255760193] [0.012658228166401386:0.1190476194024086] [0.018867924809455872:0.1139240488409996] [0.012658228166401386:0.1190476194024086] [0.038461539894342422:0.55696201324462891] [0:4] [6.6763038635253906:280.5] [0:3] [3:48] [50:152] [1.3333333730697632:12] [10:58] [6.4814815521240234:34.5] [1:15] [0.3888888955116272:213.55555725097656] [0.19565217196941376:0.4098360538482666] [0.1875:18] [4:15] [3:12] [5:29] [2:14] [6.5864157676696777:355.66867065429688] [8.394287109375:297.6839599609375] [5.9130434989929199:28.793333053588867] [1:6] [9:48] [19.235294342041016:81.739997863769531] [20:116] [11:92] [3:34] [3:48] [0:4] [0:4] [0.15322580933570862:0.38461539149284363] [0.020408162847161293:0.11594203114509583] [0:0.031746033579111099] [0.15322580933570862:0.37735849618911743] [0.018181817606091499:0.12068965286016464] [0.020408162847161293:0.11594203114509583] [0.018181817606091499:0.12068965286016464] [0.05000000074505806:0.58490568399429321]
tree_sizes=22098 22428 22443 22420 22523 22512 22587 22594 22583 22651 22667 22681 22724 22701 22790 22799 22807 22758 22770 22839 22909 22844 22917 22903 22905 22920 22866 22882 22930 22890 22921 22927 23017 22915 22932 22882 22920 22973 22875 22903 22898 22989 22956 22952 22965 22940 22974 22979 22922 22955 22916 22994 22889 22930 22906 22977 22939 22874 22764 22903 22915 22905 22862 22824 22799 22942 23050 22921 22749 22934 22964 22968 22871 22808 22811 22896 22917 22857 22900 22885 22826 22870 22848 22864 22962 22547 22826 22900 22755 22978 22667 22863 22780 22801 22899 22877 22754 22796 22765 22808

Tree=0
num_leaves=250
num_cat=0
split_feature=112 112 112 36 127 55 17 127 112 17 89 40 17 55 19 112 55 17 17 17 129 73 17 88 17 4 19 112 38 131 89 89 89 73 21 131 17 40 17 40 76 19 131 127 19 112 19 22 19 18 66 40 127 6 112 112 125 89 17 127 112 40 112 127 90 73 19 131 117 109 6 125 89 89 122 89 76 89 76 73 131 21 117 131 92 131 131 86 124 112 14 109 112 19 131 88 4 124 131 131 79 88 76 76 131 112 86 40 131 4 131 21 73 17 4 122 112 131 73 76 124 4 3 89 73 91 89 17 55 21 94 30 88 40 76 18 125 3 17 131 122 76 10 1 94 21 122 16 91 40 124 73 1 89 128 113 73 40 91 101 111 117 112 143 131 89 89 131 94 4 112 19 59 112 131 21 122 6 1 78 78 19 94 131 122 17 112 94 21 111 18 112 21 21 4 113 7 17 21 17 112 1 94 6 14 40 117 89 76 128 19 90 112 22 95 19 131 21 10 89 112 18 94 90 140 20 55 79 30 19 17 40 21 2 40 79 89 40 23 89 58 131 112 17 125 112 17 128 31
split_gain=2.1788e+08 3.16272e+07 2.46348e+07 8.2546e+06 7.68018e+06 6.48876e+06 5.87232e+06 5.80508e+06 3.45348e+06 3.20986e+06 3.02745e+06 2.37374e+06 2.04305e+06 1.70273e+06 1.59766e+06 1.47334e+06 1.42642e+06 1.21606e+06 1.12269e+06 1.11737e+06 1.10639e+06 1.07389e+06 971740 892106 745804 704324 689184 681151 660064 640363 612762 564177 512654 510366 466036 462350 445870 431247 415715 407794 402425 393602 392606 387725 386314 362206 336754 308382 297067 288816 274678 272434 271701 266284 246732 239849 234477 232460 231989 228879 226082 223210 219866 219241 217377 213858 213542 209271 201565 194686 193871 192437 190829 189523 181988 172383 166242 161688 160770 160414 160189 157961 151058 150857 148600 143392 140416 139476 139464 138009 137862 136108 135452 134858 134578 134004 128615 128544 126348 125787 125651 123800 136596 122755 121557 120310 117294 115703 114292 112973 112700 109588 108757 107856 106165 105848 105795 104728 104682 103536 103495 103263 102483 96248.1 95829.1 90464 90183.5 90031.4 89208.1 88286 88249.4 86857.4 86725.6 89132.5 83973.9 83531 82593.8 81507.6 79344.1 77621.4 76767.9 75539.2 75259.7 75181.5 75060.1 74201.8 71192.6 71127.2 71124.4 71116.4 70575.2 70236.1 70070.4 69918.7 69611.9 68373.7 67939.3 67561.9 66987 66320.5 65500.7 65434.5 64660.3 64473.4 64460.1 64077.7 64055.6 63725.1 63401.3 69352.4 63279 62773 62159.3 61676.8 61445.1 60887.7 60738.6 59095.4 57261.6 57247 56955.8 56128 58466.4 55716.3 55364.6 54825.4 53303.7 52490.7 54563.8 52119.7 51972.8 51581.3 49896.5 47577.6 47542 47224.7 47099.5 46540.7 46483.8 55397.6 46236.2 46229.6 56128.5 46006.9 45737.6 45616.8 45118.5 44756.9 44680.5 44676.7 43999 43952.7 43945.4 43880.1 43810.1 43323 43044.8 43034.4 46931.2 42620.7 42357.5 42208.3 41189.9 41151.7 40368 40161.8 39912.3 39675.4 39671.9 39206.1 38921.4 38788.6 47401.1 38760.1 38543.8 38481.1 38424 37976.6 37852.6 37732.5 37497.3 37464.8 37391.9 37270 37268.9 37017.3 36993.4 36869 36623.3
threshold=119.50000000000001 90.500000000000014 136.50000000000003 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 73.622150421142592 2.5000000000000004 107.50000000000001 68.211227416992202 76.687194824218764 260.50000000000006 78.013149261474624 2.5000000000000004 1.5000000000000002 104.50000000000001 3.5000000000000004 52.743141174316413 40.370275497436531 30.314527511596683 40.694160461425788 39.976373672485359 39.943864822387702 43.153633117675788 115.0442581176758 59.500000000000007 2.5000000000000004 143.50000000000003 1.0000000180025095e-35 46.500000000000007 27.281184196472172 54.57677078247071 32.163124084472663 28.419272422790531 15.404829978942873 33.500000000000007 33.425376892089851 282.50000000000006 110.72237777709962 275.50000000000006 109.50000000000001 1.0000000180025095e-35 64.500000000000014 2.5000000000000004 1.5000000000000002 147.50000000000003 1.5000000000000002 25.000000000000004 1.5000000000000002 11.537571907043459 0.0097096534445881861 223.50000000000003 2.5000000000000004 5.5000000000000009 129.50000000000003 146.50000000000003 72.226963043212905 40.326318740844734 105.222713470459 2.5000000000000004 101.50000000000001 199.50000000000003 130.50000000000003 2.5000000000000004 11.108751296997072 28.809422492980961 1.5000000000000002 64.500000000000014 13.527643680572512 146.72613525390628 9.5000000000000018 37.094001770019538 44.265840530395515 31.301763534545902 18.111250877380375 89.972980499267592 109.50000000000001 46.877523422241218 106.50000000000001 20.846471786499027 40.500000000000007 36.720567703247077 18.832437515258793 33.500000000000007 23.500000000000004 22.500000000000004 33.500000000000007 9.0631957054138201 50.729413986206062 128.50000000000003 6.9797537326812753 39.783037185668952 148.50000000000003 2.5000000000000004 39.500000000000007 80.736328125000014 57.500000000000007 65.143516540527358 24.500000000000004 56.500000000000007 10.771241664886476 77.166309356689467 105.50000000000001 139.50000000000003 42.500000000000007 142.50000000000003 12.285361766815187 265.50000000000006 69.500000000000014 88.500000000000014 60.500000000000007 12.468745708465578 47.17467117309571 26.438743591308597 71.500000000000014 13.088744640350344 131.50000000000003 66.500000000000014 27.074186325073246 101.50000000000001 87.278705596923842 47.500000000000007 10.500000000000002 55.949802398681648 36.584445953369148 1.5000000000000002 37.094001770019538 152.83906555175784 6.5000000000000009 24.659253120422367 49.000000000000007 0.011241407599300148 116.13259124755861 271.50000000000006 130.50000000000003 10.664994239807131 48.121517181396491 11.500000000000002 17.405962944030765 50.500000000000007 13.254310131073 109.50000000000001 0.10553182289004327 43.966184616088874 53.000000000000007 17.802846908569339 12.005102157592775 87.777362823486342 1.5000000000000002 231.50000000000003 32.98979568481446 12.044007778167726 62.304109573364265 23.5194845199585 25.500000000000004 2.9045455455780034 17.310417175292972 247.50000000000003 1.5000000000000002 0.044859969988465316 23.500000000000004 8.2666664123535174 144.50000000000003 0.26339712738990789 29.500000000000004 51.927881240844734 44.483190536499031 27.500000000000004 59.000000000000007 92.500000000000014 146.50000000000003 1.5000000000000002 66.500000000000014 131.50000000000003 60.500000000000007 14.890608310699465 16.110710144042972 15.500000000000002 65.532440185546889 37.500000000000007 24.500000000000004 2.5000000000000004 77.000000000000014 67.500000000000014 15.561326503753664 52.188634872436531 140.50000000000003 53.000000000000007 26.285878181457523 19.500000000000004 4.9417543411254892 97.500000000000014 30.897446632385257 15.958429336547853 83.500000000000014 4.8944444656372079 9.1326489448547381 49.594938278198249 8.1705102920532244 90.501586914062514 148.50000000000003 15.029924392700197 51.000000000000007 8.5000000000000018 14.491351604461672 280.50000000000006 9.5908570289611834 51.927881240844734 79.500000000000014 19.500000000000004 2.5000000000000004 12.353039264678957 125.50000000000001 27.000000000000004 32.500000000000007 1.5000000000000002 67.500000000000014 15.958429336547853 0.058516282588243491 50.524780273437507 141.50000000000003 4.1581168174743661 43.000000000000007 16.307771682739261 0.074547473341226592 14.500000000000002 2.5000000000000004 16.532795906066898 0.0069067738950252542 3.5000000000000004 51.116838455200202 258.50000000000006 17.217519760131839 1.5000000000000002 251.50000000000003 10.747549057006838 23.5194845199585 237.50000000000003 31.500000000000004 113.35742950439455 143.00000000000003 53.500000000000007 146.50000000000003 14.433674335479738 91.973606109619155 78.500000000000014 60.778661727905281 35.500000000000007 0.050543537363410003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=-2.62913e-11 0.0109437 -0.0196966 0.0499683 0.0356097 0.0218075 0.00253655 0.0483538 0.0957497 0.104148 -0.0573382 -0.00141892 0.0307417 -0.00225506 0.0235583 0.087806 0.139833 -0.0162017 -0.00391893 -0.00457001 -0.010468 0.00138608 0.0377782 -0.00316406 0.116426 -0.00466568 -0.0131472 0.0152155 -0.0207661 -0.0170909 -0.018877 -0.0440173 -0.0596358 -0.0817119 0.019862 0.0884663 -0.00787695 -0.0106239 0.0354448 -0.0136331 0.0825722 0.184447 -0.0446549 -0.0656366 0.00603012 -0.0415189 -0.255498 -0.0132657 0.0260458 -0.0165637 0.00998126 0.0485863 0.109272 0.278869 0.0390437 0.0029287 0.059 -0.0218128 -0.00919665 0.00724431 -0.0166467 -0.0358342 0.150343 0.119298 0.176686 0.0754398 0.0854221 -0.0715299 -0.0168654 -0.0334039 0.000866842 -0.00359595 -0.01956 -0.00896623 -0.0132811 0.0240114 0.0914666 0.185231 0.118836 0.0581958 -0.0565252 -0.130645 0.0367919 0.083269 -0.0107437 0.0631071 -0.0335284 -0.0108886 0.0156909 0.067136 0.00234207 -0.0536578 -0.0671153 0.243899 -0.133859 -0.0122654 -0.0735132 -0.0930886 -0.135534 -0.146466 -0.182538 -0.155475 -0.0840268 -0.0357061 -0.0723147 -0.453673 -0.0328522 0.121009 -0.0393213 0.157586 0.103148 -0.234345 0.0272537 0.00155119 0.115881 0.0211027 0.10143 0.0016997 -0.398957 0.0752818 0.0483707 0.0188501 0.0657081 0.156066 0.214411 -0.00384791 -0.0146676 -0.439872 -0.0159894 -0.0713886 -0.442909 0.0193743 -0.0639888 0.016662 -0.0649596 -0.0348738 0.186161 0.128083 -0.18906 -0.292597 -0.369558 0.0506924 -0.104912 -0.0373987 0.0528616 0.312048 0.0686193 -0.00617882 0.0161204 -0.0653718 -0.144681 0.0328183 0.0244571 0.132045 -0.137375 0.0252461 -0.0343344 -0.277703 -0.0309911 -0.153423 -0.0573036 -0.0560999 -0.167515 0.0497787 -0.040248 -0.0281243 -0.15164 -0.00690308 -0.0359806 -0.027875 0.176517 0.0274144 -0.0501942 -0.211549 0.0621994 -0.148375 -0.355002 -0.616118 0.0495971 -0.0232768 -0.136962 -0.101491 0.181136 -0.0175228 0.163164 0.0430819 0.0173824 -0.00656029 0.104317 0.392035 0.0181927 0.0295867 -0.042432 -0.0275874 -0.0351454 -0.0496203 0.0182898 -0.162759 -0.0889981 0.0695532 0.0290804 0.164497 0.00104749 -0.749758 -0.00541686 0.0104175 0.0883762 0.140587 0.131854 0.08636 0.032962 0.0402872 0.0632352 -0.012905 0.384415 -0.0333085 -0.0512144 -0.0614064 0.183667 0.332241 0.0513149 -0.0751726 -0.056675 0.115382 -0.106377 -0.0629521 0.216248 -0.11098 0.0605211 0.0229209 0.0316562 -0.0751901 0.0195621 0.180035 0.00216879 -0.196242 0.190362 0.0158741 0.0822989 0.202412 0.00231273 -0.20913 -0.143105 -0.111304 -0.0213586 -0.0748351 -0.117098 -0.16093 -0.260482
internal_weight=719520 82583 46261 36322 27650 22857 15771 5596 8672 2848 540 636937 16140 620797 37592 14023 7656 7858 583205 576195 289509 286686 31861 254825 3160 251665 279337 34099 22226 245238 240232 43835 35223 23109 8612 3769 237297 224173 13745 210428 11873 2231 26328 18620 7708 4952 1279 196397 15201 181196 29915 14754 5393 751 13124 9960 9642 151281 184100 57409 126691 44720 3472 3014 2029 1065 4330 21830 27082 19698 53079 50352 30584 26477 25916 28389 2756 4920 2308 2736 13709 2743 8517 2727 1870 10172 4843 4263 25779 5311 20468 4660 4474 2612 5183 1601 21737 14673 5968 5766 4121 3747 1966 1575 1420 374 7064 3785 13437 1135 3648 1781 7384 5724 1660 19768 4793 11553 655 8282 14368 15808 5017 1763 2085 23338 23569 68 15477 469 92 741 8705 9620 17638 34989 1899 1343 459 1312 869 14300 624 58691 1796 348 5006 81971 21975 3737 1692 18238 17002 1236 598 6367 34966 343 12738 908 1622 1645 3873 4400 56895 32049 1613 1077 6054 7153 202 11272 1615 404 7619 430 185 97 7010 6813 925 870 155 12114 2233 13562 8193 6512 1429 93 19569 16473 3096 15161 14243 11776 2345 715 188 6492 3615 620 2995 68 5888 3862 1394 1160 623 1668 1227 7149 3906 1137 440 2372 2242 2204 1690 438 128 1580 1517 340 1177 1022 150 872 10516 4967 4807 915 4612 451 4161 3174 561 7109 5369 763 10397 3049 1494 1489 4624 8167 3806 2895 1087
internal_count=719520 82583 46261 36322 27650 22857 15771 5596 8672 2848 540 636937 16140 620797 37592 14023 7656 7858 583205 576195 289509 286686 31861 254825 3160 251665 279337 34099 22226 245238 240232 43835 35223 23109 8612 3769 237297 224173 13745 210428 11873 2231 26328 18620 7708 4952 1279 196397 15201 181196 29915 14754 5393 751 13124 9960 9642 151281 184100 57409 126691 44720 3472 3014 2029 1065 4330 21830 27082 19698 53079 50352 30584 26477 25916 28389 2756 4920 2308 2736 13709 2743 8517 2727 1870 10172 4843 4263 25779 5311 20468 4660 4474 2612 5183 1601 21737 14673 5968 5766 4121 3747 1966 1575 1420 374 7064 3785 13437 1135 3648 1781 7384 5724 1660 19768 4793 11553 655 8282 14368 15808 5017 1763 2085 23338 23569 68 15477 469 92 741 8705 9620 17638 34989 1899 1343 459 1312 869 14300 624 58691 1796 348 5006 81971 21975 3737 1692 18238 17002 1236 598 6367 34966 343 12738 908 1622 1645 3873 4400 56895 32049 1613 1077 6054 7153 202 11272 1615 404 7619 430 185 97 7010 6813 925 870 155 12114 2233 13562 8193 6512 1429 93 19569 16473 3096 15161 14243 11776 2345 715 188 6492 3615 620 2995 68 5888 3862 1394 1160 623 1668 1227 7149 3906 1137 440 2372 2242 2204 1690 438 128 1580 1517 340 1177 1022 150 872 10516 4967 4807 915 4612 451 4161 3174 561 7109 5369 763 10397 3049 1494 1489 4624 8167 3806 2895 1087
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_93=787
Column_73=786
Column_76=731
Column_88=615
Column_79=591
Column_124=568
Column_89=564
Column_112=534
Column_122=509
Column_21=507
Column_86=484
Column_17=477
Column_14=474
Column_94=474
Column_19=467
Column_129=441
Column_16=431
Column_6=413
Column_7=412
Column_109=411
Column_91=408
Column_115=405
Column_131=381
Column_125=342
Column_55=331
Column_90=319
Column_95=318
Column_117=316
Column_96=312
Column_40=308
Column_114=297
Column_78=295
Column_92=284
Column_4=276
Column_126=269
Column_1=243
Column_22=235
Column_18=221
Column_130=221
Column_52=220
Column_113=215
Column_128=212
Column_127=202
Column_111=200
Column_119=199
Column_143=189
Column_83=185
Column_136=180
Column_132=179
Column_107=176
Column_81=169
Column_57=158
Column_20=154
Column_103=153
Column_101=152
Column_105=152
Column_118=152
Column_23=148
Column_77=147
Column_106=143
Column_50=140
Column_37=137
Column_43=137
Column_104=136
Column_53=132
Column_42=127
Column_100=127
Column_82=126
Column_24=125
Column_58=120
Column_139=120
Column_87=119
Column_138=118
Column_85=116
Column_121=116
Column_36=112
Column_72=106
Column_137=105
Column_25=102
Column_0=98
Column_30=96
Column_133=93
Column_97=88
Column_140=83
Column_54=79
Column_10=78
Column_142=78
Column_66=77
Column_59=76
Column_3=73
Column_60=70
Column_35=67
Column_141=66
Column_75=65
Column_123=59
Column_56=58
Column_116=58
Column_28=55
Column_108=55
Column_9=54
Column_45=51
Column_39=49
Column_120=48
Column_80=46
Column_31=41
Column_71=39
Column_46=38
Column_5=36
Column_49=34
Column_51=34
Column_61=34
Column_102=34
Column_34=32
Column_47=31
Column_67=28
Column_84=27
Column_29=25
Column_32=24
Column_64=21
Column_26=20
Column_33=19
Column_41=19
Column_65=19
Column_69=19
Column_70=19
Column_15=18
Column_8=14
Column_44=13
Column_68=12
Column_38=11
Column_48=11
Column_11=9
Column_13=9
Column_2=8
Column_12=7
Column_74=4
Column_110=3
Column_134=3
Column_62=2

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 250]
[num_threads: 10]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[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: 4]
[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: 1]
[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: 5]
[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
