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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=1883 1923 1929 1918 1934 1929 1935 1926 1910 1934 1931 1922 1939 1925 1929 1926 1920 1919 1935 1929 1930 1928 1926 1930 1920 1924 1931 1922 1916 1937 1914 1920 1932 1926 1922 1924 1924 1928 1924 1923 1920 1933 1920 1916 1909 1937 1940 1944 1931 1924 1922 1922 1918 1914 1925 1912 1942 1890 1929 1924 1917 1933 1908 1929 1911 1923 1919 1933 1923 1932 1949 1923 1932 1943 1932 1940 1949 1951 1942 1950 1926 1906 1925 1908 1926 1935 1916 1931 1925 1916 1938 1920 1938 1950 1912 1955 1928 1948 1933 1945 1942 1933 1936 1945 1934 1933 1916 1941 1923 1939 1936 1946 1810 1814 1949 1923 1924 1921 1929 1917 1944 1892 1804 1924 1918 1930 1934 1933 1943 1925 1923 1932 1933 1933 1932 1930 1945 1929 1908 1938 1957 1937 1703 1937 1931 1945 1943 1931 1928 1943 1933 1823 1935 1939 1826 1909 1931 1955 1948 1922 1950 1939 1923 1925 1930 1954 1953 1938 1962 1933 1921 1921 1943 1943 1923 1932 1933 1925 1910 1922 1911 1920 1956 1926 1912 1935 1793 1933 1918 1904 1967 1682 1811 1819 1818 1938 1943 1924 1930 1927

Tree=0
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Tree=1
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Tree=2
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Tree=3
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split_gain=2271.26 1790.14 1303.47 704.354 587.941 488.173 220.397 129.69 91.601 126.333 83.4788 78.5735 73.1078 53.8721 19.9571
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Tree=4
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Tree=5
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Tree=6
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Tree=7
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Tree=112
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split_feature=55 25 47 11 55 6 7 0 54 48 31 16 7 8 21
split_gain=12.1742 19.5121 19.6647 13.0214 16.0972 14.5538 12.95 12.5597 12.1083 14.8053 14.2883 10.7259 42.7926 14.7792 9.35506
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 -1.8003312945365904 1.0247220993041994 -0.0032315243734046812 -0.52754068374633778 -0.02560696471482515 4.5166687965393075 1.0000000180025095e-35 -1.5698787569999693 -0.073294002562761293 -0.022277201525866982 -0.029487061314284798 -0.071927987039089189
left_child=8 2 6 4 -3 -5 -2 -4 11 14 -11 12 -1 -13 -10
right_child=1 3 7 5 -6 -7 -8 -9 9 10 -12 13 -14 -15 -16
leaf_value=-0.001607177198433167 0.060453234651994897 -0.0018800878544971403 0.0046425065806287918 -0.0012579007046226028 0.0076036890866601446 0.00052650974914094967 -0.011092091642166662 -0.0026074350190358067 0.016267604284149615 0.024253236051143972 -0.00038556982273613117 0.002039519734918008 0.0071506213294945473 0.00017882066318567329 0.00098024709193767759
leaf_weight=16016.112941376865 6.3789594471454611 736.8773123472929 648.34809418022633 23012.922484312207 1139.0799714326859 22696.805298313498 745.34246432036161 7599.0505991131067 351.86039841175079 62.99874122440815 891.64319652318954 13263.758103258908 1527.8843425363302 54611.781876642257 139.84920969605446
leaf_count=65821 26 3005 2637 97337 4636 93973 4264 32001 1431 263 3681 54063 6654 230564 601
internal_value=-3.73701e-05 -0.000608077 -0.00274314 -0.000204307 0.00387845 -0.000371866 -0.010485 -0.0020375 0.000334391 0.00487098 0.00124039 0.000257576 -0.000844472 0.000542425 0.0119197
internal_weight=143451 56584.8 8999.12 47585.7 1875.96 45709.7 751.721 8247.4 86865.9 1446.35 954.642 85419.5 17544 67875.5 491.71
internal_count=600957 237879 38928 198951 7641 191310 4290 34638 363078 5976 3944 357102 72475 284627 2032

Tree=199
num_cat=0
split_feature=55 25 47 14 11 35 7 9 54 28 48 21 45 19 45
split_gain=10.9885 17.6259 17.8687 12.4355 11.749 15.2496 11.6865 11.0214 10.9317 18.8187 12.8412 11.0115 8.70271 9.80126 8.56835
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 0.99955433607101452 -1.8003312945365904 -0.39835225045680994 -0.52754068374633778 0.24200526624917987 4.5166687965393075 0.097450174391269698 1.5512264370918276 -0.10140030458569525 0.17919377982616427 0.081602856516838088 0.0055363741703331479
left_child=8 2 6 -4 5 -3 -2 -6 12 10 -10 -11 14 -14 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 11 -12 -13 13 -15 -16
leaf_value=0.00049190282983237296 0.057318246578311007 0.0012384153631791947 -0.0017587140888511103 -0.023178015253659118 -0.00058477556440517467 0.011992849834793567 -0.010584350034788298 0.0022508906453729935 0.0093083355490087751 0.0030865513513670291 -0.013681247872664594 -0.014330682734216336 0.037393276497484307 0.0059480557348608916 -0.00069491845453772386
leaf_weight=65315.799949575216 6.3910910189151755 1449.8116770535707 8176.6176100224257 68.329423263669014 41976.27727503702 426.62393817305565 742.12658588215709 3731.2212348878384 1017.5745669901371 190.52930165827274 64.597153753042221 173.27509374916553 27.438112303614616 255.85844486951828 19823.394766882062
leaf_count=273456 26 5900 34357 281 176300 1741 4264 15010 4196 767 266 747 112 1046 82488
internal_value=-3.55156e-05 -0.000577773 -0.00260775 -0.00193623 -0.000194104 0.00368353 -0.0100046 -0.000353293 0.000317656 0.00462877 0.00793604 -0.00520904 0.000244681 0.00899362 0.000215569
internal_weight=143446 56577.4 8993.46 8244.95 47583.9 1876.44 748.518 45707.5 86868.5 1445.98 1082.17 363.804 85422.5 283.297 85139.2
internal_count=600957 237879 38928 34638 198951 7641 4290 191310 363078 5976 4462 1514 357102 1158 355944

end of trees

feature_importances:
Column_6=257
Column_28=243
Column_7=230
Column_17=171
Column_8=146
Column_48=143
Column_9=138
Column_23=115
Column_1=104
Column_21=101
Column_34=93
Column_0=84
Column_33=74
Column_16=67
Column_55=65
Column_12=55
Column_18=45
Column_45=44
Column_47=44
Column_13=41
Column_46=40
Column_25=38
Column_51=38
Column_24=37
Column_20=36
Column_31=36
Column_3=35
Column_14=35
Column_11=34
Column_5=33
Column_26=33
Column_19=30
Column_27=30
Column_29=29
Column_4=28
Column_35=25
Column_22=24
Column_44=24
Column_50=22
Column_53=19
Column_2=17
Column_37=17
Column_38=17
Column_49=16
Column_43=11
Column_15=10
Column_52=9
Column_54=3
Column_32=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: 0.05]
[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=0.05 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=1551 1566 1570 1594 1576 1467 1570 1466 1571 1659 1481 1473 1492 1490 1482 1603 1502 1578 1592 1488 1584 1581 1497 1589 1670 1596 1569 1563 1484 1566 1475 1494 1493 1490 1491 1494 1496 1585 1500 1580 1487 1562 1644 1659 1657 1647 1650 1662 1654 1573 1652 1662 1555 1650 1658 1666 1665 1656 1673 1657 1648 1656 1654 1659 1659 1659 1662 1668 1489 1489 1569 1659 1582 1473 1477 1560 1567 1483 1482 1474 1474 1482 1663 1557

Tree=0
num_cat=0
split_feature=45 17 0 55 34 24 23 0 0 49 29 27 0 25
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 11.9108 0.0917659 0.0378807 0.32812 0.0249231 0.0297435 0.0174795 0.0168183 0.00858992
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 -0.030672303400933739 -0.034956371411681168 -0.037053914740681641 -1.6757296919822691 2.2350320816040044 0.16744337230920794 0.02376531902700663 -0.3590626567602157
left_child=1 2 13 7 6 -6 -5 8 -2 10 -3 -11 -9 -1
right_child=3 9 -4 4 5 -7 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.00097533011405419041 0.00010650792473521509 9.4923307897933345e-05 0.035982363451551168 0.00061567692895086329 0.034559997271262709 5.8949131361561e-05 8.5698277831005671e-05 9.6116690560500614e-05 0.00084054026518509814 0.00012773395341500284 0.0023648780190851609 -0.00068170091988597418 5.7541648331083173e-05 -0.00017967686646200071
leaf_weight=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
leaf_count=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
internal_value=0.000100044 0.000451411 0.00716004 9.87074e-05 0.000203067 0.00136467 0.0001293 9.66155e-05 0.000160367 0.000129397 0.00115163 0.000100714 9.40274e-05 0.000130203
internal_weight=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82
internal_count=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82

Tree=1
num_cat=0
split_feature=45 17 33 55 34 24 33 0 0 49 21 6 27 0
split_gain=0.0996321 1.73674 7.79872 0.0461404 0.35589 10.7495 0.12456 0.0341873 0.296128 0.0224931 0.0279246 0.017941 0.0157752 0.0151992
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -0.034956371411681168 -0.037053914740681641 -1.6757296919822691 0.29690591990947729 6.0551392380148179e-05 0.16744337230920794 0.022381779737770561
left_child=1 2 -1 7 6 -6 -5 8 -2 10 -3 -4 -11 -9
right_child=3 9 11 4 5 -7 -8 13 -10 12 -12 -13 -14 -15
leaf_value=0.033856955557296585 3.3060528994285461e-06 0.00020024314994531638 0.00010478177655992719 -1.716079360729577e-05 0.032734122295649003 -4.1874798012822699e-05 0.00070838773706334872 -6.4926571539447158e-06 0.00070063676158539428 2.3470781695334344e-05 0.0025084267933561935 -0.0015932685839721843 -0.00074549239365876644 -4.2028440701110409e-05
leaf_weight=21 20749 38 60 10190 26 661 628 519623 1643 1998 20 21 69 31940
leaf_count=21 20749 38 60 10190 26 661 628 519623 1643 1998 20 21 69 31940
internal_value=-2.8347e-06 0.000330964 0.00670416 -4.10442e-06 9.50375e-05 0.00119856 2.49583e-05 -6.09173e-06 5.44723e-05 2.5051e-05 0.000996169 -0.000335454 -2.19853e-06 -8.55047e-06
internal_weight=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 81 2067 551563
internal_count=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 81 2067 551563

Tree=2
num_cat=0
split_feature=45 17 6 23 49 2 47 31 23 49 17 33 31 13
split_gain=0.089918 1.56741 7.56248 0.0373064 0.210557 8.10623 0.065902 0.032036 2.85014 0.0203001 0.0256606 0.0160549 0.0147315 0.0134475
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 -1.6757296919822691 0.18783452361822131 0.30081495642662054 -1.2844281196594236 0.25719563663005834
left_child=1 2 11 4 5 -2 -6 13 -9 10 -3 -1 -11 -5
right_child=3 9 -4 7 6 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.0015865978738293053 1.5945056883551757e-05 9.3811536852237104e-05 0.033936235202709213 -5.6855597766193344e-06 0.00037928707059117718 0.017517326368236837 -8.4747722228727836e-06 0.0081214557662986058 -2.8105296845024065e-05 0.00029821914718080114 0.0022437166521305464 4.2586275483171772e-05 -6.1419386318907734e-05 -3.3788937587229083e-05
leaf_weight=20 2449 35 20 504308 1148 68 24071 109 6817 341 23 62 1726 46490
leaf_count=20 2449 35 20 504308 1148 68 24071 109 6817 341 23 62 1726 46490
internal_value=-2.69296e-06 0.000314416 0.00636895 -3.8992e-06 5.26988e-05 0.000488767 9.17663e-06 -6.71385e-06 0.000100151 2.37985e-05 0.00094636 -0.000354776 -2.0886e-06 -8.05762e-06
internal_weight=587687 2227 102 585460 27736 2517 25219 557724 6926 2125 58 82 2067 550798
internal_count=587687 2227 102 585460 27736 2517 25219 557724 6926 2125 58 82 2067 550798

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 46 18 21 46 4 13
split_gain=0.0403515 0.306798 13.6177 0.105537 2.41 0.0344977 0.228001 3.37842 0.208697 0.0142457 0.0180097 0.0114961 0.00779684 0.00299328
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 0.12199990078806879 0.012097868602722885 5.3197524547576913 0.075994964689016356 -0.25643424689769739 0.11671986430883409
left_child=5 2 11 12 -5 6 8 -8 -1 13 -11 -2 -3 -7
right_child=1 3 -4 4 -6 9 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-1.5992758452082931e-06 -4.3316221429549335e-05 -0.00092292416714675118 0.038951286823177493 0.014017346467971948 -1.2176734978717657e-05 -4.1824210215134314e-06 -9.244737389447749e-06 0.0076007856846957746 0.00077365810114647855 -3.3981469132264928e-05 -0.00040715017734198561 -0.0011124551688576152 -2.0646608124191308e-05 -1.4917591788393713e-05
leaf_weight=48237 763 24 23 32 705 407775 2052 157 884 39371 326 26 10080 77232
leaf_count=48237 763 24 23 32 705 407775 2052 157 884 39371 326 26 10080 77232
internal_value=-2.55831e-06 8.9557e-05 0.00102698 1.93435e-05 0.000596975 -4.42178e-06 3.46994e-05 0.000531622 1.23525e-05 -8.24887e-06 -3.7046e-05 -7.85477e-05 -2.27898e-05 -5.89188e-06
internal_weight=587687 11653 812 10841 737 576034 51330 2209 49121 524704 39697 789 10104 485007
internal_count=587687 11653 812 10841 737 576034 51330 2209 49121 524704 39697 789 10104 485007

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 0 0 55 47 31 0 33
split_gain=0.0791386 0.635584 9.75527 0.0365084 0.318471 9.65337 0.100201 0.0318035 0.0271464 0.286514 0.0264522 0.0190952 0.0123873 0.00961045
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 0.10345410183072092 -0.034956371411681168 -1.3123381733894346 -0.5827713906764983 -1.2844281196594236 0.025386652909219268 5.0220639705657968
left_child=1 7 -3 8 6 -6 -5 11 9 -2 -9 -1 -10 -4
right_child=3 2 13 4 5 -7 -8 10 12 -11 -12 -13 -14 -15
leaf_value=0.00035277780825237375 0.00065856254317415606 0.036171332054000235 -5.3553010229734357e-05 -1.9442909539187687e-05 0.031012968303492441 -4.696273093619303e-05 0.00063130552385964444 0.00026436825971882865 -5.7994953458570428e-06 -3.8080299260397552e-06 -0.0014567847691648861 -6.854965334833077e-05 -4.0140090112038815e-05 0.00092211469400353967
leaf_weight=328 1773 20 256 10190 26 661 628 33 523917 20619 69 1493 27646 28
leaf_count=328 1773 20 256 10190 26 661 628 33 523917 20619 69 1493 27646 28
internal_value=-2.4304e-06 0.000295065 0.00241953 -3.56202e-06 8.46268e-05 0.00112852 1.83339e-05 -4.07839e-05 -5.32978e-06 4.86385e-05 -0.000899941 7.34019e-06 -7.52075e-06 4.26396e-05
internal_weight=587687 2227 304 585460 11505 687 10818 1923 573955 22392 102 1821 551563 284
internal_count=587687 2227 304 585460 11505 687 10818 1923 573955 22392 102 1821 551563 284

Tree=5
num_cat=0
split_feature=15 51 33 49 8 55 34 34 33 19 49 46 33
split_gain=0.135371 23.5589 42.7713 2.53015 7.69914 0.0449281 0.377539 11.0481 0.169641 0.0280315 4.37511 0.0251783 0.0170373
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 0.045251322910189636 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 0.089487399905920043 0.82905498147010814 -0.046981150284409516 1.8969854712486269
left_child=5 2 -2 4 -3 9 8 -8 -7 11 -11 -1 -5
right_child=1 3 -4 12 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=4.3854488527428347e-05 -4.5728593244752524e-05 0.035742200024233173 0.091149904831409001 -2.4557947992199008e-05 -0.00015525592090729704 -1.4016517526266304e-05 0.03256716367496261 -0.00021989215462466221 0.0009030277273348726 -3.6969546485321356e-05 0.011306210475568733 -6.0903132189028755e-06 -0.00021827506844860419
leaf_weight=26493 36 20 20 10209 59 10030 27 531 531 7369 86 531011 1277
leaf_count=26493 36 20 20 10209 59 10030 27 531 531 7369 86 531011 1277
internal_value=2.9382e-06 0.000171895 0.0325241 1.52386e-05 0.00893271 -4.70089e-07 9.90622e-05 0.00136658 3.20919e-05 -2.42899e-06 9.3884e-05 -3.7169e-06 -4.60952e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 10561 564959 7455 557504 11486
internal_count=587699 11621 56 11565 79 576078 11119 558 10561 564959 7455 557504 11486

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 23 49 31 2 13 18
split_gain=0.147758 1.30074 10.2389 0.510874 9.30128 0.0793254 2.89589 62.4215 0.0341095 0.197913 0.0333408 0.0285457 0.0101849 0.00399968
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 -0.030672303400933739 -1.3179033398628233 2.102653026580811 0.16301129013299945 1.5329554677009585 0.050692444667220123
left_child=1 2 -1 4 -3 8 13 -8 9 -2 -10 -5 -4 -7
right_child=5 3 12 11 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.030188661528809748 0.00048555022998736586 0.035031934680008592 3.0173883519990459e-05 1.4751277140560521e-05 -0.00039831671916242461 -1.3963742412945378e-05 0.090410665398958368 -7.1686716597948452e-05 -6.6775613367083946e-06 8.474361768910629e-06 0.00010626387067182028 -0.00073394100036239251 0.0009984886066230238 -0.00023106020006248736
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Tree=79
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Tree=80
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Tree=81
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Tree=82
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leaf_count=553707 190 20269 1973 20 205 339 533 73 9190 588 672 3536 8200 790 85
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Tree=83
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split_gain=0.636769 10.4994 237.729 1265 1.84689 16.288 0.818538 0.643187 18.8443 0.544998 0.54151 0.270309 0.844404 0.772593
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left_child=7 2 3 -2 5 -3 -4 11 -9 -6 -10 13 -13 -1
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Column_49=91
Column_51=81
Column_5=75
Column_7=72
Column_15=72
Column_21=61
Column_19=50
Column_16=42
Column_18=36
Column_46=34
Column_33=33
Column_20=31
Column_9=30
Column_17=30
Column_24=30
Column_0=28
Column_45=28
Column_23=27
Column_55=27
Column_29=26
Column_27=24
Column_4=23
Column_31=23
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Column_3=19
Column_34=19
Column_14=16
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Column_2=13
Column_13=13
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Column_1=6
Column_25=6
Column_12=5
Column_28=5
Column_48=4
Column_11=3
Column_22=2
Column_50=2
Column_52=1

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

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.05 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