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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
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tree_sizes=1889 1929 1934 1924 1928 1927 1934 1929 1919 1935 1935 1935 1927 1917 1924 1938 1939 1942 1935 1943 1925 1931 1929 1923 1928 1926 1938 1928 1934 1932 1936 1934 1937 1937 1932 1932 1937 1940 1924 1921 1942 1936 1945 1816 1939 1927 1929 1931 1811 1906 1940 1937 1928 1943 1933 1930 1948 1921 1928 1938 1910 1819 1796 1939 1816 1926 1916 1916 1925 1930 1936 1938 1793 1940 1943 1926 1928 1933 1929 1931 1943 1951 1917 1944 1942 1920 1918 1910 1912 1930 1948 1942 1945 1945 1928 1920 1925 1801 1806 1919 1910 1922 1812 1929 1941 1807 1923 1936 1932 1919 1959 1955 1949 1939 1949 1926 1927 1929 1923 1923 1956 1955 1926 1959 1929 1917 1925 1948 1924 1918 1947 1929 1940 1920 1818 1950 1786 1899 1898 1809 1958 1924 1952 1950 1810 1582 1939 1796 1804 1796 1946 1942 1930 1917 1899 1815 1899 1676 1794 1909 1917 1928 1785 1935 1953 1942 1932 1942 1917 1947 1925 1920 1923 1800 1910 1935 1923 1914 1925 1909 1932 1914 1922 1921 1929 1942 1909 1920 1933 1699 1906 1929 1906 1911 1813 1935 1948 1924 1925 1965 1949 1947 1949 1954 1917 1797 1936 1792 1930 1906 1897 1933 1797 1922 1936 1933 1927 1934 1820 1927 1791 1912 1915 1807 1953 1806 1796 1911 1772 1897 1690 1793 1896 1800 1923 1909 1675 1919 1941 1826 1913 1799 1933 1922 1807 1580 1952 1904 1796 1891 1779 1945 1930 1780 1786 1790 1810 1908 1784 1787 1927 1953 1925 1935 1932 1790 1891 1798 1894 1799 1922 1915 1921 1902 1906 1796 1922 1933 1791 1813 1942 1927 1948 1932 1940 1824 1789 1766 1927 1778 1923 1935 1921 1908 1472 1951 1960 1944 1935 1955 1924 1925 1936 1932 1946 1925 1926 1927 1925 1935 1947 1941 1940 1925 1952 1926 1920 1930 1922 1923 1942 1944 1934 1934 1947 1939 1945 1945 1806 1938 1814 1910 1814 1918 1916 1949 1942 1950 1934 1941 1912 1925 1932 1946 1941 1924 1811 1923 1926 1927

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Tree=1
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Tree=2
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Tree=3
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split_gain=2328.08 1851.71 1212.82 771.925 660.851 540.45 232.841 125.303 100.141 99.5242 75.6943 135.333 55.9582 44.9322 28.034
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Tree=4
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Tree=7
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leaf_count=5900 104409 20329 28359 85024 1173 139 940 127029 935 188300 35043 108 680 26 1684
internal_value=-0.000519111 -0.000388283 -0.00120974 -0.00459998 -0.0104985 -0.0134451 -0.0103919 0.000352948 0.000762232 0.000413083 0.00193216 0.000263918 0.00920645 -0.00604741 -0.0289839
internal_weight=144408 142539 83162.2 26238.3 1868.66 1467.02 1226.1 56923.9 59376.9 45729.5 13647.4 401.643 166.181 235.462 240.912
internal_count=600078 589428 344821 113383 10650 8663 6840 231438 244607 189235 55372 1987 788 1199 1823

Tree=345
num_cat=0
split_feature=26 8 8 23 17 20 33 34 17 14 23 9 17 17 46
split_gain=115.806 78.7976 118.452 89.8236 24.09 21.1453 20.3052 15.6603 15.3043 12.3465 9.46275 10.4287 10.3359 7.21931 5.54554
threshold=-2.052433848381042 -0.0055508706718683234 -0.028206581249833104 -0.0014371092547662554 -0.89288005232810963 -0.03109005186706781 -0.39967201650142664 1.2897366881370547 -0.57126653194427479 0.021636771969497207 0.0034239796223118906 -0.00030143590993247921 1.2354154586791994 0.94093248248100292 -0.0050565656274557105
left_child=7 2 4 -4 -2 6 -3 10 -7 13 11 -1 -12 -9 -11
right_child=1 5 3 -5 -6 8 -8 9 -10 14 12 -13 -14 -15 -16
leaf_value=-0.014133682975650871 -0.0073677027799895446 -0.0034379198381880678 -0.0044381571393280845 -0.00020867012520694376 0.00020028590857241056 0.0016808290320132389 0.0050606858625012368 -0.029205521011008928 0.0001334329688210339 0.016327230852468781 0.037487702163024987 -0.0020032763274426828 -0.02801861171954979 -0.00067297365940391276 -0.012925666942374793
leaf_weight=581.43853524327278 682.86928267776966 533.16041772067547 23149.385144799948 12304.303568989038 46423.47469137609 13295.534009486437 2877.365170404315 189.44191114604473 44304.737364128232 13.283367313444613 12.609735623002054 140.86939409375191 5.5501977354288092 15.33711716532707 47.255214020609856
leaf_count=3812 3002 2285 100178 52848 188839 54795 11928 1551 180242 91 60 839 27 122 338
internal_value=-0.000513039 -0.000418286 -0.00122385 -0.0029703 9.05778e-05 0.000671811 0.00373212 -0.0140386 0.000490609 -0.0223769 -0.0110509 -0.0117679 0.0174671 -0.0270685 -0.006507
internal_weight=144577 143571 82560 35453.7 47106.3 61010.8 3410.53 1005.79 57600.3 265.318 740.468 722.308 18.1599 204.779 60.5386
internal_count=600957 594117 344867 153026 191841 249250 14213 6840 235037 2102 4738 4651 87 1673 429

Tree=346
num_cat=0
split_feature=26 8 8 23 28 6 16 55 7 21 55 16 24 17
split_gain=107.825 72.6389 109.271 82.9285 23.0796 21.264 20.7652 20.1416 13.8534 10.5091 11.1198 8.43242 7.87703 5.18444
threshold=-2.052433848381042 -0.0055508706718683234 -0.028206581249833104 -0.0014371092547662554 0.0039976737461984166 -0.003231585724279284 0.0075675677508115777 1.2653625011444094 0.046057958155870445 -0.10587356612086295 0.49796116352081304 0.32311049103736883 -2.6459718942642207 1.402695953845978
left_child=5 2 4 -4 -2 9 8 -8 -3 13 -11 12 -7 -1
right_child=1 6 3 -5 -6 11 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.030681477050652876 -0.00058386044396530903 0.002783035579704904 -0.0042650179385659657 -0.00020033281409718217 0.001255552313614573 -0.037240731806495897 0.0005620590398767465 -0.0020798050836014922 -0.00089646716858641129 -0.030630281245156047 0.044571817781584415 0.038215127926074073 -0.010651574385802507 0.0018328515854888769
leaf_weight=153.68927016109228 29927.35379986465 9702.1277031898499 23126.058130025864 12303.732143253088 17179.238368526101 18.233945198357105 44187.43193089962 5156.1489031761885 1969.5323062241077 5.9878466650843603 6.6286668926477432 5.5526420623064032 798.375263415277 8.2685756087303144
leaf_count=1422 121922 39644 100178 52848 69919 121 180583 21060 7963 39 41 28 5118 71
internal_value=-0.000492658 -0.000401625 -0.00117526 -0.00285347 8.69525e-05 -0.0136034 0.000644887 0.000285998 0.00216214 -0.0262823 0.00888061 -0.0109112 -0.0112453 -0.0290215
internal_weight=144548 143552 82536.4 35429.8 47106.6 996.736 61015.2 49343.6 11671.7 174.574 12.6165 822.162 816.609 161.958
internal_count=600957 594117 344867 153026 191841 6840 249250 201643 47607 1573 80 5267 5239 1493

Tree=347
num_cat=0
split_feature=48 23 0 6 7 34 11 49 24 3 8 17 6 31 19
split_gain=106.362 63.4125 229.911 381.571 37.5403 50.2566 21.3049 18.3676 16.0593 14.6381 13.6856 13.5973 33.8948 14.5023 8.08226
threshold=-2.2172124385833736 -0.0014371092547662554 -0.0023100908147171135 -0.0032315314747393127 -0.0060465487185865632 1.368233382701874 -0.88001888990402211 1.7799885869026186 0.31268002092838293 -0.0045283590443432322 -0.008845748379826544 -0.93333676457405079 0.79864123463630687 1.5502536296844485 -0.024138391017913815
left_child=4 2 7 -4 5 6 -1 -2 14 -7 -10 12 -3 -13 -6
right_child=1 11 3 -5 8 9 -8 -9 10 -11 -12 13 -14 -15 -16
leaf_value=-0.001031390115884466 0.00024182693492610065 -0.00096260687897315247 -0.012909388510730849 -0.001510658289493256 -0.043926646690246457 -0.035150118352607847 -0.012531158892518726 0.0043216943365658846 0.075686518350678564 -0.015020708530790784 -0.0058401847657243667 0.00088685407739497071 -0.028936811324790278 -0.0014203502465431281 0.016397961922577146
leaf_weight=358.84161206334829 54969.512700930238 364.98287731409073 6108.1434537395835 20363.722834691405 3.6695351600646964 175.78225139528513 915.08967707306147 1824.1376463770866 3.3537749350070944 86.120508305728436 186.25641820579767 54223.381553091109 85.54314823448658 4740.027587197721 112.43826769292355
leaf_count=1751 223535 1564 29207 85442 20 1402 5422 7439 17 609 890 223156 408 19576 519
internal_value=-0.000473083 -0.000349802 -0.00106213 -0.00414081 -0.0100247 -0.0125727 -0.0092919 0.000372867 0.00277586 -0.028531 -0.00439816 0.000648485 -0.00627418 0.00070138 0.0144914
internal_weight=144521 142679 83265.5 26471.9 1841.55 1535.83 1273.93 56793.7 305.718 261.903 189.61 59413.9 450.526 58963.4 116.108
internal_count=600957 590327 345623 114649 10630 9184 7173 230974 1446 2011 907 244704 1972 242732 539

Tree=348
num_cat=0
split_feature=48 8 8 22 7 34 35 11 17 21 2 55 24 35 14
split_gain=98.7145 59.4376 88.9248 76.592 35.2661 54.8629 23.3297 21.2113 19.9791 19.519 16.8192 15.3184 14.9749 11.445 6.83385
threshold=-2.2172124385833736 -0.0055508706718683234 -0.028758308850228783 -0.5824899673461913 -0.0089400880970060808 1.368233382701874 -1.6251586079597471 -0.86808609962463368 -0.6854085624217986 -0.045983720570802682 0.075403157621622099 -0.35890369117259974 -0.079170089215040193 1.4277352690696719 0.019817986525595192
left_child=4 2 6 -4 5 7 -2 -1 9 -3 -10 13 -13 -6 -7
right_child=1 8 3 -5 11 14 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-0.0010823728315028673 -0.0074160229277972214 0.0035020111997513077 -0.0037114657438096195 0.00042606618783141292 0.0065295612262896291 -0.034472466446924623 0.00021912592593992855 -0.012615658812606274 0.00043896478480316508 -0.0021958528579851888 -0.0050556993709221553 0.01264164313541519 -0.012099023689236932 0.04113834709959157 -0.018743680095673659
leaf_weight=364.67105510085821 649.4010206758976 6032.1241681873798 25474.42793649435 9956.243869766593 155.32874346524477 171.4719143435359 45761.547678440809 849.48210421949625 52725.651308767498 1144.4602503031492 906.66874161362648 51.665930822491646 161.50336536020041 16.957523018121719 59.545050002634525
leaf_count=1785 2665 24887 111129 41953 773 1438 186231 5100 214812 4973 3677 241 815 74 404
internal_value=-0.000454379 -0.000335937 -0.00103974 -0.00254879 -0.00968396 -0.0125512 0.000112292 -0.00915163 0.000611298 0.00259336 0.000346076 0.00106612 -0.00610262 0.00993598 -0.0304183
internal_weight=144481 142651 81841.6 35430.7 1830.63 1445.17 46410.9 1214.15 60808.9 7176.58 53632.3 385.456 213.169 172.286 231.017
internal_count=600957 590327 341978 153082 10630 8727 188896 6885 248349 29860 218489 1903 1056 847 1842

Tree=349
num_cat=0
split_feature=48 23 0 22 7 34 11 25 13 26 24 23 28 13 3
split_gain=91.6093 57.6942 209.91 102.741 33.0015 52.9099 20.4849 17.0658 15.3729 15.8199 13.5211 13.1841 13.3238 9.63279 7.94044
threshold=-2.2172124385833736 -0.0014371092547662554 -0.0023100908147171135 -0.084006965160369859 -0.010068275965750216 1.368233382701874 -0.86808609962463368 0.58434700965881359 0.031873125582933433 1.5257337093353274 0.7291879951953889 -0.00095159967895597209 -1.2766787409782407 -0.32954730093479151 -0.00014881925017107275
left_child=4 2 7 -4 5 6 -1 -2 9 -6 -10 13 -13 -3 -7
right_child=1 11 3 -5 8 14 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-0.0011432184154264568 0.00080575163263995513 0.042986609267279076 -0.0057200538077372132 -0.00043877716746668711 -0.007918430144932237 -0.034118222774194962 -0.01256632413670636 -0.00073058179031915637 0.021179858727663807 0.027055864975835894 -0.0033049373894949636 0.01704301896353471 0.00049275035998303863 0.0035496268002356453 -0.012854763315888078
leaf_weight=363.17726743966341 40614.953679442406 9.956809461116789 17556.767310068011 8871.9647824093699 260.43509994447231 178.27713021636009 814.50991798192263 16175.936937436461 84.970429196953773 22.479252800345421 62.72442614287138 77.934172719717026 57226.479768380523 2098.6468828767538 33.357003755867481
leaf_count=1779 165318 40 77300 37349 1362 1494 4940 65656 403 106 303 342 235783 8539 243
internal_value=-0.000436339 -0.000322554 -0.0010023 -0.00394716 -0.00935396 -0.0123527 -0.00904365 0.000368153 0.000321219 -0.00513951 0.0107814 0.000629559 0.000515259 0.00373585 -0.0307668
internal_weight=144453 142633 83219.6 26428.7 1819.93 1389.32 1177.69 56790.9 430.609 282.914 147.695 59413 57304.4 2108.6 211.634
internal_count=600957 590327 345623 114649 10630 8456 6719 230974 2174 1468 706 244704 236125 8579 1737

end of trees

feature_importances:
Column_7=373
Column_6=364
Column_28=333
Column_9=230
Column_17=227
Column_48=212
Column_8=205
Column_23=167
Column_33=138
Column_24=136
Column_21=131
Column_0=127
Column_34=126
Column_1=125
Column_46=122
Column_16=120
Column_55=119
Column_25=111
Column_5=107
Column_18=100
Column_31=99
Column_13=95
Column_20=91
Column_12=88
Column_26=87
Column_51=84
Column_11=83
Column_14=76
Column_49=75
Column_45=69
Column_29=66
Column_2=65
Column_3=65
Column_35=58
Column_27=57
Column_47=55
Column_4=52
Column_15=44
Column_19=44
Column_37=40
Column_50=37
Column_22=36
Column_44=28
Column_52=26
Column_38=25
Column_53=25
Column_43=13
Column_32=9
Column_54=7
Column_42=2

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: 0.04]
[num_leaves: 31]
[num_threads: 1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[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=4 learning_rate=0.04 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=1443 1463 1560 1458 1467 1383 1387 1378 1385 1387 1564 1562 1565 1566 1568 1481 1579 1467 1563 1478 1484 1663 1673 1671 1672 1673 1664 1678 1582 1654 1662 1661 1655 1655 1653 1658 1661 1653 1484 1652 1663 1583 1679 1664 1677 1676 1572 1658 1585 1652 1661

Tree=0
num_cat=0
split_feature=15 19 5 7 5 25 46 18 45 47 23 21 22
split_gain=2.77281 44.2765 1252.78 55.7752 3.79082 6.76581 0.73948 22.7373 0.109303 4.52606 0.0532032 0.0188494 0.0115735
threshold=0.49038106203079229 0.0036028118338435893 0.78649887442588817 0.024607707746326927 -0.30067956447601313 -0.068865276873111711 0.22586760669946673 -0.0063740364275872699 -0.092047046869993196 -1.256108224391937 -0.029424798674881455 4.1380190849304208 1.6426619291305544
left_child=6 2 -2 -4 5 -3 8 -8 9 -1 -10 -6 -9
right_child=1 4 3 -5 11 -7 7 12 10 -11 -12 -13 -14
leaf_value=0.0099361713629139373 0.31489308609588662 0.029409066223730664 0.063519469452722174 0.00035581158336028129 0.00033687282133575244 0.00024471293681666906 0.036362808269158747 0.00044097158745730303 0.00042741052094549012 0.00040574806253117744 0.00036776635367655191 0.0001022881179125098 7.066234053409369e-05
leaf_weight=81 21 20 23 814 12585 35 29 724 25033 5081 542502 573 166
leaf_count=81 21 20 23 814 12585 35 29 724 25033 5081 542502 573 166
internal_value=0.000387491 0.000942238 0.00974747 0.00209149 0.000370461 0.0108499 0.000373883 0.00150763 0.000372064 0.000555296 0.000370397 0.000326657 0.000371903
internal_weight=587687 14071 858 837 13213 55 573616 919 572697 5162 567535 13158 890
internal_count=587687 14071 858 837 13213 55 573616 919 572697 5162 567535 13158 890

Tree=1
num_cat=0
split_feature=15 9 29 5 34 29 35 45 14 16 0 8 28
split_gain=2.55542 45.4191 1972.91 3.28943 6.91982 0.230338 32.9732 0.121346 6.97612 0.0602267 0.0374652 0.0195134 0.0166309
threshold=0.49038106203079229 0.0029838167829439048 0.23532351851463321 -0.30067956447601313 1.03490686416626 2.2022314071655278 1.2115974426269533 -0.092047046869993196 0.48316341638565069 0.081471148878335967 -0.033326342701911919 1.0936220884323122 -0.29897737503051752
left_child=5 2 -2 4 -3 7 11 8 -1 -5 -9 -7 -4
right_child=1 3 12 9 -6 6 -8 10 -10 -11 -12 -13 -14
leaf_value=1.8248063758329256e-05 0.40207879203616176 0.028504112136317421 0.00098347247684917711 -0.00034194130735619633 -0.00084094819755086466 9.1163884686424776e-06 0.051528438310982895 4.012078584651275e-05 0.014486660755959477 -4.8205083652433291e-05 -1.5159256140128769e-05 -0.00067163368633043935 -8.5362670862092346e-05
leaf_weight=4236 20 20 24 1232 36 2855 20 20347 54 11949 546035 69 790
leaf_count=4236 20 20 24 1232 36 2855 20 20347 54 11949 546035 69 790
internal_value=3.31633e-06 0.000535874 0.00958962 -3.45597e-05 0.00963943 -9.74749e-06 0.000343157 -1.15681e-05 0.000200368 -7.566e-05 -1.31733e-05 -6.94782e-06 -5.38491e-05
internal_weight=587687 14071 834 13237 56 573616 2944 570672 4290 13181 566382 2924 814
internal_count=587687 14071 834 13237 56 573616 2944 570672 4290 13181 566382 2924 814

Tree=2
num_cat=0
split_feature=4 7 19 8 46 18 45 47 49 35 23 25 49 25
split_gain=2.38296 42.1889 931.42 1015.97 0.380824 20.3604 0.260979 3.18954 0.0889429 2.65512 0.0467612 0.0226597 0.0224704 0.0146985
threshold=0.065738640725612654 0.024607707746326927 0.0036028118338435893 0.020935710519552234 0.22586760669946673 -0.0063740364275872699 -0.092047046869993196 -1.256108224391937 -0.24442419409751889 0.87620225548744213 -0.029424798674881455 1.6902903318405154 3.0952886343002324 -1.2858067154884336
left_child=4 2 3 -2 6 -6 7 -1 9 -3 -8 -4 -10 -7
right_child=1 8 11 -5 5 13 10 -9 12 -11 -12 -13 -14 -15
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Tree=50
num_cat=0
split_feature=16 7 29 15 16 15 3 29 49 49 15 15 15 14 48
split_gain=1.21288 2.36382 6.45432 8.50122 2.73666 0.834928 42.9789 1034.87 8.64464 0.122126 0.43967 0.0552583 0.0370538 0.354998 0.121167
threshold=0.4591850489377976 0.02457518503069878 0.10563888773322107 0.48298110067844396 0.70697534084320079 0.48298110067844396 0.02650171518325806 0.21879719942808154 -0.25953947752714152 3.4795950651168828 0.48298110067844396 0.48298110067844396 0.21434228867292407 0.44006693363189703 -2.2172124385833736
left_child=5 2 3 -2 -4 12 7 -7 -8 11 -11 -3 13 -1 -14
right_child=1 9 4 -5 -6 6 8 -9 -10 10 -12 -13 14 -15 -16
leaf_value=-2.6664049814232947e-06 -0.0026438027292669535 0.00010727724279015404 -0.0019130620000488794 -0.024557345869496119 0.00026440935679021939 0.27991087996527891 0.025283682770317509 -0.0018740095662433305 -0.00042013488736384984 0.00060330465607067254 -0.0022044664546485198 -9.4595496852074401e-05 -0.0010877857561578995 0.00047289934591700932 -4.086391845565868e-05
leaf_weight=548822 83 3244 2019 43 1702 22 21 400 6757 181 176 6550 178 2523 28071
leaf_count=548822 83 3244 2019 43 1702 22 21 400 6757 181 176 6550 178 2523 28071
internal_value=-6.23953e-06 -0.000374213 -0.00121857 -0.0101222 -0.000917078 2.53849e-06 0.000430631 0.0128162 -0.000340498 -5.42194e-05 -0.000780919 -2.77306e-05 -2.77949e-06 -4.90177e-07 -4.74607e-05
internal_weight=600792 13998 3847 126 3721 586794 7200 422 6778 10151 357 9794 579594 551345 28249
internal_count=600792 13998 3847 126 3721 586794 7200 422 6778 10151 357 9794 579594 551345 28249

Column_16=98
Column_7=91
Column_19=63
Column_4=57
Column_9=55
Column_15=55
Column_29=47
Column_49=29
Column_14=21
Column_45=16
Column_47=15
Column_18=13
Column_5=12
Column_8=11
Column_46=11
Column_51=11
Column_33=10
Column_17=9
Column_35=9
Column_21=8
Column_23=7
Column_32=7
Column_20=6
Column_55=6
Column_0=5
Column_25=5
Column_26=5
Column_31=5
Column_3=4
Column_11=4
Column_34=4
Column_48=4
Column_28=3
Column_52=3
Column_2=2
Column_6=2
Column_10=2
Column_1=1
Column_12=1
Column_13=1
Column_22=1
Column_24=1

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

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.04 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