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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
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tree_sizes=1884 1925 1927 1913 1921 1927 1933 1934 1913 1930 1933 1926 1933 1918 1934 1924 1925 1936 1933 1935 1932 1936 1927 1926 1932 1936 1932 1928 1938 1933 1919 1921 1919 1917 1928 1929 1926 1923 1913 1927 1919 1921 1926 1924 1925 1943 1950 1927 1952 1938 1930 1928 1931 1944 1927 1940 1943 1942 1935 1938 1926 1925 1932 1908 1941 1930 1922 1927 1926 1921 1827 1829 1922 1915 1925 1932 1929 1942 1921 1941 1915 1912 1922 1918 1911 1936 1811 1934 1939 1931 1931 1918 1914 1946 1937 1946 1942 1936 1950 1937 1918 1926 1925 1929 1920 1936 1947 1922 1933 1944 1934 1834 1935 1806 1828 1927 1935 1924 1932 1934 1902 1905 1923 1810 1928 1918 1812 1926 1822 1937 1931 1939 1944 1938 1942 1827 1823 1910 1928 1912 1943 1714 1709 1720 1939 1954 1952 1940 1941 1935

Tree=0
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Tree=1
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shrinkage=0.048

Tree=2
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split_gain=3910.7 1430.59 905.11 626.812 458.781 487.544 408.341 365.894 340.792 183.28 142.825 117.853 111.719 60.9234 15.8488
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Tree=3
num_cat=0
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split_gain=2293.05 1807.32 1310.68 710.82 590.487 492.983 222.32 131.404 92.522 126.61 83.8479 79.357 73.1285 54.1295 20.0104
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left_child=5 6 3 -3 -4 7 13 14 12 -10 -8 -9 -7 -2 -1
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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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right_child=1 5 3 -5 -6 7 -8 -9 9 11 -12 -13 -14
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leaf_weight=124.43116590380669 44562.609004884958 1640.4996358081698 16972.862455110997 7539.743209335953 14732.71754810214 14451.837208420038 42838.906733080745 610.79455097019672 3.6082313209772101 283.25176693126559 3.3084785640239707 75.255657833069563 3.8295046612620345
leaf_count=1124 181869 6684 77973 31619 59953 59255 176576 2473 16 2013 22 480 21
internal_value=-0.000372797 -0.000328654 -0.000889695 -0.00305783 6.60806e-06 0.000461034 0.000956119 -0.00100094 -0.0131904 -0.00853345 -0.0260078 -0.0093382 -0.028065
internal_weight=143844 143350 83807.9 24512.6 59295.3 59542 44479.4 15062.6 493.685 362.116 131.569 358.507 128.261
internal_count=600078 596402 351414 109592 241822 244988 183260 61728 3676 2509 1167 2493 1145

Tree=142
num_cat=0
split_feature=48 22 7 7 5 29 0 26 25 0 17 51 17
split_gain=32.3371 24.0642 46.0003 38.2136 23.0629 22.3251 19.2732 15.9337 12.0107 9.03092 8.51411 7.01072 6.83143
threshold=-2.5940562486648555 -0.55687132477760304 -0.0074352615047246209 -0.078755598515272127 1.3301177024841311 -0.21670274436473844 -0.027736733667552468 -1.0173467993736265 -0.84910756349563588 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 0.3187911063432694
left_child=8 2 3 -2 6 -4 -3 -6 10 -10 11 -1 -11
right_child=1 4 5 -5 7 -7 -8 -9 9 12 -12 -13 -14
leaf_value=-0.031496077932810035 0.00032160383410985557 0.0050324967576172329 0.002583859489262031 -0.0024456180585961016 0.0051504713670359791 -0.00012080123720127534 0.00067322125698832461 -0.0036672410725054907 0.066645165364628667 -0.012381901465717939 0.049636484791859066 0.0030197438223964115 0.0038873742889220749
leaf_weight=110.34355250000954 16206.032313480973 2482.1363758891821 9050.6015328615904 39575.538369126618 534.00143852084875 31519.148193627596 39886.535670291632 4076.9740113690495 3.6795295178890219 281.13318881765008 3.4077962785959235 15.457779064774511 75.416324824094772
leaf_count=1041 65227 10030 37408 172206 2178 128944 163709 16700 16 2013 22 104 480
internal_value=-0.000354998 -0.000312939 -0.000747232 -0.00164167 0.000577759 0.000482575 0.000928606 -0.00264605 -0.0126719 -0.00816861 -0.025227 -0.027255 -0.00894067
internal_weight=143820 143331 96351.3 55781.6 46979.6 40569.7 42368.7 4610.98 489.438 360.229 129.209 125.801 356.55
internal_count=600078 596402 403785 237433 192617 166352 173739 18878 3676 2509 1167 1145 2493

Tree=143
num_cat=0
split_feature=48 47 34 6 45 50 17 25 48 0 17 51 14
split_gain=29.5951 25.3953 41.0193 57.2233 33.5226 13.7207 13.2486 11.2716 11.1368 8.08739 7.75177 6.6107 6.45471
threshold=-2.5940562486648555 1.0000000180025095e-35 1.3778149485588076 -0.0032315368298441167 -0.00089026900241151441 -0.06362756714224814 -0.89186540246009816 -0.84910756349563588 1.0000000180025095e-35 -0.026700210757553574 3.7556935548782353 -0.19827969372272489 0.027551462873816494
left_child=7 2 4 -4 -2 8 -7 10 -3 -9 11 -1 -11
right_child=1 5 3 -5 -6 6 -8 9 -10 12 -12 -13 -14
leaf_value=-0.030667695581122676 0.00039813408119568214 0.0022818323619388436 -0.017503709128162171 -0.0022290779754432274 -0.0016660258359236821 -0.0066127308495887195 2.5572874881092057e-05 0.062401481516700608 -2.9925456593768673e-05 -0.011654725459756599 0.045985892761583179 0.0028697976508855866 0.0049833692280593384
leaf_weight=107.94381396472454 34491.391419813037 12789.491676449776 796.60429661348462 1944.3312133252621 38207.809959232807 703.11931964755058 46694.131286486983 3.7395649254322043 7687.1226799488068 288.66638132557273 3.499390944838523 15.484039627015589 66.005929708480835
leaf_count=1041 143859 52425 5048 8464 162829 3145 189548 16 31084 2116 22 104 377
internal_value=-0.000338038 -0.000297965 -0.000904036 -0.00666838 -0.000686706 0.000375667 -7.29037e-05 -0.012171 0.00141398 -0.00781794 -0.0244631 -0.0264604 -0.00855831
internal_weight=143799 143314 75440.1 2740.94 72699.2 67873.9 47397.3 485.339 20476.6 358.412 126.927 123.428 354.672
internal_count=600078 596402 320200 13512 306688 276202 192693 3676 83509 2509 1167 1145 2493

Tree=144
num_cat=0
split_feature=6 0 6 17 6 16 23 21 28 6 5 29 53 0 52
split_gain=27.4285 138.304 76.9134 55.2069 87.838 54.49 41.9456 37.7959 31.9836 26.8257 22.5527 23.7279 21.7629 16.5507 14.759
threshold=-0.0032315243734046812 -0.0022947916295379396 -0.0032315332209691401 -0.93323016166687001 0.86733657121658336 -0.023022626526653763 0.00023276414867723363 0.5278470814228059 -0.94438832998275746 0.32716099917888647 0.93058893084526073 -0.22587368637323377 5.3784809112548837 -0.0043649212457239619 0.94910869002342235
left_child=1 7 6 4 9 -4 -3 13 -9 -2 11 -5 -6 -1 -12
right_child=3 2 5 10 12 -7 -8 8 -10 -11 14 -13 -14 -15 -16
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leaf_weight=44065.610187768936 440.55311959981918 5503.542827706784 3068.4849886000156 8793.4705273061991 251.83285386860371 5911.3854836374521 203.32186171412468 249.63282099366188 2671.5263688862324 400.97108517587185 1036.6155320852995 41950.983191415668 25.464367091655731 13508.497819021344 15698.352852255106
leaf_count=179038 1846 30903 13584 36844 1310 25647 901 1074 10926 1863 4202 172409 122 54913 64496
internal_value=-0.0003219 -0.000955175 -0.00513347 0.000372154 -0.010203 -0.00236434 -0.00949076 5.9212e-05 0.00538567 -0.00248257 0.000547492 0.00105143 -0.0336325 -0.000211039 -0.000980555
internal_weight=143780 75182 14686.7 68598.2 1118.82 8979.87 5706.86 60495.3 2921.16 841.524 67479.4 50744.5 277.297 57574.1 16735
internal_count=600078 316986 71035 283092 5141 39231 31804 245951 12000 3709 277951 209253 1432 233951 68698

Tree=145
num_cat=0
split_feature=1 1 22 7 13 35 9 20 0 1 51 9 34 33 23
split_gain=24.8766 114.291 43.8373 29.3008 20.992 19.6816 19.2543 18.9459 17.4883 15.7047 15.6058 14.8107 20.283 13.1437 12.3581
threshold=-0.0037464592605829235 -0.0036749573191627856 -0.27010309696197504 -0.0086706425063312036 0.028355917893350128 -1.4901149272918699 -0.091653909534215913 -0.030076450668275353 -0.042959121987223618 -0.061326408758759492 -0.16016250103712079 0.10726100578904153 1.2012166380882265 0.70385038852691661 -0.0021636015735566612
left_child=5 2 3 -2 -4 6 10 14 -9 -8 -1 12 -3 -13 -7
right_child=1 11 4 -5 -6 7 9 8 -10 -11 -12 13 -14 -15 -16
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leaf_weight=1592.5850425809622 5604.6782016903162 43945.438746891916 1817.4340973943472 2525.0050889477134 342.64470280706882 2533.5771096348763 270.25928601622581 3662.7465171515942 47722.115078225732 3599.4391926079988 1986.307061418891 12577.35476604104 11001.426724210382 1417.0281996876001 3363.9775332957506
leaf_count=6401 28922 183397 7777 11158 1470 10419 1103 14824 195285 15030 7997 50522 46520 5817 14315
internal_value=-0.000290249 -0.000860573 -0.00557944 -0.00719438 0.00049859 0.00040783 -0.00191325 0.000709645 0.000413908 -0.00426019 0.000624406 -0.000156263 -0.000511318 0.00123781 0.00328638
internal_weight=143962 79231 10289.8 8129.68 2160.08 64731 7448.59 57282.4 51384.9 3869.7 3578.89 68941.2 54946.9 13994.4 5897.55
internal_count=600957 335583 49327 40080 9247 265374 30531 234843 210109 16133 14398 286256 229917 56339 24734

Tree=146
num_cat=0
split_feature=55 25 13 12 16 7 6 6 4 33 20 18 17 21 8
split_gain=26.6798 29.8203 21.925 28.3603 21.853 47.4585 21.5302 44.3939 18.2733 16.397 35.0738 20.847 15.5315 14.296 13.7829
threshold=0.36563305556774145 -0.98611101508140553 -0.0039383406983688465 -0.29334390163421625 -0.073294002562761293 -0.022277201525866982 -0.0032315243734046812 -0.0032316836295649405 -0.14748999476432798 -0.39183568954467768 -0.031279245391488068 -0.018575474619865414 0.22375283390283587 4.5086498260498056 0.072298947721719756
left_child=4 2 13 -4 5 8 7 -3 -1 11 -11 -6 -7 -2 -8
right_child=1 6 3 -5 9 12 14 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0045907665298415713 -0.0016223684112390152 -0.00063334962925453591 -0.021588098931802878 -0.0049679326279098391 -0.0034771210990022995 0.0044206623873189925 0.0010190117023696698 -0.0059102801220949847 -0.0024235099482540121 0.0068565196462757804 0.00070068699456199771 0.0010141295650983862 0.016579196926890426 0.013744215036615451 -0.0020105718619228192
leaf_weight=906.85529156029224 4117.1345861181617 20392.620807785541 249.4943826533854 4559.151222333312 4729.4980887584388 1233.0786819905043 18630.141550764441 4480.1755706593394 15176.701105862856 2214.2609756924212 57760.249938163906 4795.6711297184229 301.19322723895311 144.38197706639767 4248.9345290660858
leaf_count=3687 17106 82961 1703 19492 21274 5363 77426 21453 62225 9586 240131 19521 1291 627 17111
internal_value=-0.000276399 -0.00108556 -0.00360862 -0.00583026 0.000251376 -0.00125856 -0.000606326 -0.00158385 -0.00202802 0.000634138 0.000927961 -0.0012159 0.00680751 -0.00110174 0.00045638
internal_weight=143940 56822 9070.16 4808.65 87117.5 17617.8 47751.9 24872.8 16083.6 69499.7 59974.5 9525.17 1534.27 4261.52 22879.1
internal_count=600957 237879 38928 21195 363078 72566 198951 104414 65912 290512 249717 40795 6654 17733 94537

Tree=147
num_cat=0
split_feature=6 0 6 23 6 17 16 52 6 12 12 6 17 28 43
split_gain=23.9694 108.01 61.0963 54.5507 61.0871 46.0879 41.896 24.9141 23.9579 24.1162 23.9597 21.4246 20.2921 42.9622 12.6997
threshold=-0.0032315243734046812 -0.0022947916295379396 -0.0032315354328602548 -0.027622920460999009 0.86733657121658336 0.50155615806579601 -0.023022626526653763 0.27186858654022222 0.67479363083839428 -0.29474903643131251 -0.27278031408786768 0.32716099917888647 -0.72142368555068959 -0.14907623082399366 3.2492598295211796
left_child=1 12 5 4 11 -3 -4 -6 10 -10 -5 -2 13 -1 -14
right_child=3 2 6 8 7 -7 -8 -9 9 -11 -12 -13 14 -15 -16
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leaf_weight=900.7654969394207 334.27364809811115 3977.2134245932102 3365.0127561017871 3334.0292432308197 183.61819058656693 648.92908051237464 6665.8836420103908 9.021044582128523 479.88831348717213 24548.88418392837 39582.950668349862 289.81419444084167 53181.601583182812 4432.3973173201084 1992.9300208687782
leaf_count=3773 1405 23092 15100 13762 973 3656 29276 40 2527 102280 161467 1350 215859 18254 8143
internal_value=-0.000263189 -0.000855659 -0.00455265 0.000384445 -0.0119468 -0.00911603 -0.00244807 -0.0355749 0.00053267 -0.000647595 0.00122099 -0.0046535 3.98795e-05 0.00286721 -0.00023341
internal_weight=143927 75164.7 14657 68762.5 816.727 4626.14 10030.9 192.639 67945.8 25028.8 42917 624.088 60507.7 5333.16 55174.5
internal_count=600957 317153 71124 283804 3768 26748 44376 1013 280036 104807 175229 2755 246029 22027 224002

Tree=148
num_cat=0
split_feature=55 25 47 8 13 16 7 13 51 15 8 8 48 7 7
split_gain=23.9101 26.774 27.0945 19.5884 20.6637 19.4762 43.5948 16.4968 16.1627 15.8378 15.7344 28.1643 14.8278 13.5109 12.7081
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 -0.12924472987651822 -0.33156283199787134 -0.073294002562761293 -0.022277201525866982 -0.0039383406983688465 -0.19827969372272489 -0.79809185862541188 -0.029487061314284798 -0.010062559507787226 0.79753869771957409 -0.52754068374633778 -0.035715911537408822
left_child=5 2 13 8 -5 6 9 -4 -3 -1 14 -12 -8 -2 -7
right_child=1 3 7 4 -6 10 12 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0038322557739322682 0.057330174657978759 0.0060262264328920538 -0.0003714622585275225 0.0026121402841868136 -0.001231874080378533 0.0011227830949407116 0.0045873445381233655 -0.0046590816344411591 0.00038612040531946316 -0.0023096636802375807 -0.0015486616230119758 0.0008982343427436589 0.017883814536043093 -0.012591430673351368 0.0043266449547715528
leaf_weight=1033.7887668907642 6.420539826154708 1700.356828302145 3963.3313940316439 3514.0622206181288 38761.871099874377 9694.7459195554256 1308.8403564617038 4322.3178348988295 3757.660888761282 15043.87851139158 14729.576653610915 41022.441410206258 226.70583154261112 765.60978912562132 4041.5451631993055
leaf_count=4189 26 6821 16355 14322 162664 39273 5721 18283 15144 61723 65952 168632 933 4264 16655
internal_value=-0.000250694 -0.00101697 -0.00340951 -0.000562972 -0.000912352 0.000248928 -0.00117674 -0.00260816 0.0021432 -0.00191474 0.000610291 0.000251769 0.00655042 -0.0120099 0.00206544
internal_weight=143893 56791.6 9057.68 47734 42275.9 87101.5 17613.2 8285.65 5458.02 16077.7 69488.3 55752 1535.55 772.03 13736.3
internal_count=600957 237879 38928 198951 176986 363078 72566 34638 21965 65912 290512 234584 6654 4290 55928

Tree=149
num_cat=0
split_feature=55 25 47 11 0 55 54 28 13 7 23 48 21 8 5
split_gain=21.6754 24.2959 24.7498 18.425 19.4395 19.0146 17.0865 27.5091 14.9703 14.3521 20.6459 14.0961 12.338 12.2889 12.1858
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 -1.8003312945365904 -0.0021654567681252952 1.0597108602523806 4.5166687965393075 0.097450174391269698 -0.0039383406983688465 -0.0086706425063312036 0.11108751222491266 1.5512264370918276 -0.10140030458569525 -0.3837838321924209 -1.4235796332359312
left_child=6 2 13 5 -5 -3 9 11 -4 10 -1 -8 -9 -2 -11
right_child=1 3 8 4 -6 -7 7 12 -10 14 -12 -13 -14 -15 -16
leaf_value=-0.00050766461396844792 0.052155540254163663 -0.0015759278482191769 -0.00035364453969907668 -0.0016321439252318392 0.00035214650923419102 0.0082202712859070545 0.010608359706730811 0.0024575346352573363 -0.0044388418573066326 0.047933131299490249 0.011289616577865725 -0.012469394161457242 -0.015190116494354724 -0.012068547109175572 0.00081179239103500547
leaf_weight=46182.135457944125 6.9268190413713446 784.34415431320667 3963.1949361860752 24931.857618026435 20919.761883303523 1092.2212037444115 1021.9790635555983 190.75142979621887 4319.0919199958444 12.64860278367996 344.33278585970402 64.850782305002213 175.02526459097862 761.43200748041272 39109.061702013016
leaf_count=195396 28 3197 16355 104784 86526 4444 4196 767 18283 51 1433 266 747 4262 160222
internal_value=-0.000238704 -0.000968402 -0.00324855 -0.00053602 -0.000726813 0.00412577 0.000236968 0.00539926 -0.00248402 0.000149414 -0.000420355 0.00923132 -0.00598692 -0.0114896 0.000827027
internal_weight=143880 56778.8 9050.65 47728.2 45851.6 1876.57 87100.8 1452.61 8282.29 85648.2 46526.5 1086.83 365.777 768.359 39121.7
internal_count=600957 237879 38928 198951 191310 7641 363078 5976 34638 357102 196829 4462 1514 4290 160273

end of trees

feature_importances:
Column_6=231
Column_7=214
Column_28=183
Column_48=141
Column_23=110
Column_17=105
Column_8=99
Column_21=87
Column_9=80
Column_34=80
Column_0=79
Column_1=65
Column_16=60
Column_18=49
Column_26=45
Column_47=45
Column_12=41
Column_14=32
Column_55=32
Column_33=28
Column_13=27
Column_19=26
Column_45=25
Column_5=23
Column_20=22
Column_22=22
Column_50=21
Column_11=20
Column_25=20
Column_24=19
Column_29=19
Column_38=18
Column_35=17
Column_46=17
Column_44=15
Column_31=14
Column_2=13
Column_37=12
Column_27=11
Column_49=11
Column_4=10
Column_15=10
Column_51=10
Column_3=9
Column_53=7
Column_43=4
Column_52=4
Column_54=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: 0.048]
[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=0.048 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=1553 1569 1574 1600 1574 1466 1569 1469 1572 1654 1483 1474 1492 1491 1487 1563 1505 1504 1585 1576 1579 1662 1671 1662 1660 1666 1675 1685 1678 1675 1671 1685 1670 1673 1677 1691 1655 1580 1656 1668 1569 1659 1668 1658 1691 1647 1676 1489 1480 1577 1674 1484 1578 1587 1574 1663 1567 1663 1573 1577 1566 1472 1662 1561 1467 1570 1563 1560 1457 1377 1569 1543 1561 1581 1661 1562 1568 1553 1562 1483 1572 1361 1474 1561 1358

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=0.00094043802412731986 0.00010636872238110357 9.5247490217313077e-05 0.034547190028124418 0.00059517096642812579 0.033181718495047495 6.0712280742395637e-05 8.6391461353062531e-05 9.6393137573377668e-05 0.00081103976921299132 0.00012674570991369981 0.0022744040129570515 -0.00065031176845523812 5.936109703313692e-05 -0.00016836867716822363
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=0.000100163 0.000437476 0.00687776 9.88802e-05 0.000199066 0.0013142 0.000128249 9.6872e-05 0.000158074 0.000128343 0.00110968 0.000100806 9.43874e-05 0.000129116
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=0.100052 1.74406 7.79673 0.0463348 0.35739 10.7948 0.124623 0.0343314 0.297376 0.0225879 0.0279639 0.0167361 0.0158417 0.015261
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=0.032512898305297959 3.1804938026770479e-06 0.00019370885927989884 0.00010056513351155446 -1.6434038183537802e-05 0.031490912631154062 -4.0284437954779114e-05 0.00068026689402770203 -6.2462199123834305e-06 0.00067402734142903468 2.2579372440845503e-05 0.0024111249783542008 -0.0014738744965621404 -0.00071717935715518571 -4.042984560981269e-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=-2.72704e-06 0.000318395 0.00644954 -3.94854e-06 9.14281e-05 0.00115304 2.40104e-05 -5.86037e-06 5.24035e-05 2.40996e-05 0.000958335 -0.000307623 -2.11504e-06 -8.22573e-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=0.0906776 1.58065 7.58791 0.0375656 0.21057 8.10642 0.0659069 0.0320605 2.85099 0.0204715 0.0257415 0.0149261 0.0147363 0.0134942
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 -1.6757296919822691 0.18783452361822131 0.33243049681186682 -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=-0.0014293841740914753 1.5487559772044617e-05 9.2598450117345371e-05 0.03264900793433189 -5.4798284748650648e-06 0.00036430017835412397 0.016817010096695464 -7.9650426502523628e-06 0.0077977601550500769 -2.6985333486272434e-05 0.00028632859451302992 0.0021597602317798073 5.4316705642420736e-05 -5.8980279488460242e-05 -3.2505895281739329e-05
leaf_weight=21 2449 35 20 504308 1148 68 24071 109 6817 341 23 61 1726 46490
leaf_count=21 2449 35 20 504308 1148 68 24071 109 6817 341 23 61 1726 46490
internal_value=-2.59614e-06 0.000303112 0.00613996 -3.75901e-06 5.07635e-05 0.000469402 8.98093e-06 -6.47045e-06 9.61589e-05 2.29428e-05 0.000912335 -0.000325655 -2.0135e-06 -7.76096e-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=0.0407418 0.307397 13.6213 0.106105 2.41018 0.0347606 0.227954 3.37914 0.209068 0.0142543 0.0180129 0.0112812 0.00778649 0.00301517
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=-1.4262675336520223e-06 -4.0754036518226983e-05 -0.00088519660623569499 0.037399359039820571 0.013458972344873473 -9.8765017400666608e-06 -4.0466033315748337e-06 -8.8610227023990363e-06 0.0072975413285645925 0.00074348105740026525 -3.2668438211541787e-05 -0.00039094244771735405 -0.00105749065427629 -1.9585376112453918e-05 -1.4389977598124636e-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=-2.47153e-06 8.63858e-05 0.000987186 1.89151e-05 0.000574931 -4.26908e-06 3.34301e-05 0.000510426 1.19794e-05 -7.95707e-06 -3.56107e-05 -7.42587e-05 -2.16415e-05 -5.69367e-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=0.0802296 0.635647 9.76185 0.0370201 0.32128 9.73702 0.101154 0.0310089 0.027521 0.286634 0.0258469 0.0191096 0.0125453 0.00958613
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=0.00034013761941685338 0.00063265957423747955 0.034737443431536667 -5.0018565876598585e-05 -1.8553171157203133e-05 0.029901455530753504 -4.4989565289049212e-05 0.00060912741372733592 0.00025322580778844317 -5.610489275430674e-06 -3.3490931692105041e-06 -0.0013800682615053477 -6.449012585428053e-05 -3.8787095069439205e-05 0.00088543692406632809
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=-2.35289e-06 0.000285204 0.00232479 -3.44671e-06 8.18057e-05 0.00108835 1.78846e-05 -3.72267e-05 -5.15561e-06 4.70101e-05 -0.00085165 8.39175e-06 -7.2734e-06 4.22094e-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=0.13543 23.5585 42.7713 2.5349 7.70987 0.0455761 0.382126 11.0591 0.171028 0.0283896 4.37654 0.0252505 0.0170382
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=4.211963537891293e-05 -4.4117280912663171e-05 0.034338467990560458 0.08750366380150372 -2.3617715995022797e-05 -0.00014708324074271626 -1.3363939049377368e-05 0.031287410119793191 -0.00020382214683549891 0.00087058959140210151 -3.4960761253145662e-05 0.010856266079356131 -5.8960559007910194e-06 -0.0002095908882829726
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=2.79668e-06 0.00016503 0.0312229 1.46416e-05 0.00858344 -4.75992e-07 9.57616e-05 0.00131995 3.10807e-05 -2.37005e-06 9.06791e-05 -3.61431e-06 -4.4294e-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=0.149394 1.30126 10.2385 0.517637 9.31383 0.0793973 2.8966 62.4333 0.0346165 0.198654 0.0335559 0.0285779 0.0101462 0.00399113
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=0.028982426675768693 0.00046727600217542307 0.0336665361903375 3.1093576142603984e-05 1.4769321432809696e-05 -0.00036943362133096965 -1.3403444269169772e-05 0.086802590765571216 -6.8709216638094883e-05 -6.4661829147834433e-06 8.4264086835250357e-06 0.00010230671442326815 -0.00070438073450663629 0.00095890598072794321 -0.00022159295959924444
leaf_weight=32 2406 20 219 6160 251 11929 20 406 536729 22535 6615 130 31 216
leaf_count=32 2406 20 219 6160 251 11929 20 406 536729 22535 6615 130 31 216
internal_value=2.66244e-06 0.00022563 0.00341834 8.8403e-05 0.00214245 3.56858e-08 0.000119354 0.00400976 -2.60375e-06 5.26906e-05 -5.14192e-06 -9.38753e-08 0.000146142 -1.71061e-05
internal_weight=587699 6843 282 6561 271 580856 12571 426 568285 24941 543344 6290 250 12145
internal_count=587699 6843 282 6561 271 580856 12571 426 568285 24941 543344 6290 250 12145

Tree=7
num_cat=0
split_feature=15 51 55 5 18 55 34 34 33 21 16 52 29
split_gain=0.114929 21.2516 43.7496 3.5081 6.57293 0.0403304 0.346567 10.0228 0.155223 0.0243615 0.0241203 0.667357 0.0276115
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.08623185753822328 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 1.6111459732055666 -0.53503435850143422 1.1707907915115359 2.2350320816040044
left_child=5 2 -2 4 -3 10 8 -8 -7 -5 11 -1 -12
right_child=1 3 -4 9 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-7.5765560816301619e-06 0.086570832129637718 -0.00026327881127266058 -0.0019725200831295902 -2.500788451040939e-05 0.034056821535062044 -1.3889484503499817e-05 0.029784772564967473 -0.00019473560167145251 0.0008282311918423774 -0.00025104729826639304 -3.3421021273206659e-06 0.0017371837976329428 -0.00025680894603218832
leaf_weight=12706 20 36 36 10279 20 10030 27 531 531 1230 550735 526 992
leaf_count=12706 20 36 36 10279 20 10030 27 531 531 1230 550735 526 992
internal_value=2.53464e-06 0.000151985 0.0296501 9.14952e-06 0.0119939 -4.80165e-07 9.00498e-05 0.00125589 2.84518e-05 -4.91654e-05 -2.26189e-06 6.17814e-05 -3.79783e-06
internal_weight=587699 11621 56 11565 56 576078 11119 558 10561 11509 564959 13232 551727
internal_count=587699 11621 56 11565 56 576078 11119 558 10561 11509 564959 13232 551727

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 3 2 0 23 45
split_gain=0.134943 1.18041 12.9201 0.466943 8.44191 0.102402 2.04025 63.2456 0.306638 0.0270913 0.0255542 0.0231839 0.341326 0.00861082
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 -0.040705464780330651 0.16301129013299945 -0.034956371411681168 -0.036138864234089844 0.16386169940233233
left_child=1 2 -1 4 -3 11 8 -8 -7 -4 -5 12 -2 -13
right_child=5 3 9 10 -6 6 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.035494233672301138 -1.2178127969916062e-05 -0.00042087294462975113 -0.0015907341834643612 1.3625568203062725e-05 0.031265062083057793 0.00056859772085863874 0.08677410991671132 -0.00025719894832527463 -3.3858188258809902e-05 0.00013603528482326901 -0.0006664164772346759 -6.1342653499337855e-06 0.00075944158477482158 0.00010597946011209696
leaf_weight=26 16468 250 23 6160 21 2172 20 505 18750 233 130 539922 1436 1583
leaf_count=26 16468 250 23 6160 21 2172 20 505 18750 233 130 539922 1436 1583
internal_value=2.41298e-06 0.000214322 0.00325518 8.36225e-05 0.00203449 -8.34986e-08 0.000102847 0.00305828 2.86853e-05 -1.91042e-05 -4.29355e-07 -4.0297e-06 4.971e-05 -5.80652e-06
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 256 6290 559409 17904 541505
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 256 6290 559409 17904 541505

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 24 17 55 34 49 33 51 0 1
split_gain=0.122299 0.55082 16.5845 39.1658 0.0910926 13.6878 51.0013 0.038715 0.0314522 0.384158 0.0202649 0.0327107 0.02046 0.019865 0.00560425
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 2.1598320007324223 0.024630161002278331 1.6445183753967287 -0.80106624960899342 2.0211037397384648 1.468370318412781 -0.602250576019287 1.7446963191032412 3.3942130804061894 -0.034956371411681168 -0.021200205199420449
left_child=1 10 3 -3 8 6 -6 -4 13 -10 11 -1 -12 -2 -7
right_child=4 2 7 -5 5 14 -8 -9 9 -11 12 -13 -14 -15 -16
leaf_value=8.6913320774142694e-05 4.3028239690500001e-05 0.08062036670258968 -0.0010175577869278307 -0.00010878184881730704 0.086381246208642556 -0.0006740805155545786 -0.00013482030691863646 -3.9597914361106975e-06 1.8145779986529246e-05 0.0014344462271913111 -2.0280743092532469e-05 0.0010638251375860389 -0.00035558486830337521 -5.7548415096601792e-06 -3.7713192493218505e-05
leaf_weight=468 19941 20 93 45 20 32 73 1307 10298 461 4351 95 464 541169 8862
leaf_count=468 19941 20 93 45 20 32 73 1307 10298 461 4351 95 464 541169 8862
internal_value=2.29716e-06 0.000204035 0.00102915 0.024731 -7.94906e-08 0.000151552 0.0184708 -7.12917e-05 -2.4624e-06 7.88312e-05 -2.07315e-05 0.000251756 -5.25925e-05 -4.02116e-06 -4.00028e-05
internal_weight=587699 6843 1465 65 580856 8987 93 1400 571869 10759 5378 563 4815 561110 8894
internal_count=587699 6843 1465 65 580856 8987 93 1400 571869 10759 5378 563 4815 561110 8894

Tree=10
num_cat=0
split_feature=15 51 25 16 9 23 55 55 55 45 27 21 4
split_gain=0.103897 21.3883 40.5104 1.1918 8.48143 0.0272588 0.227178 5.61797 0.11639 0.0233732 0.0244059 0.0185009 0.00895201
threshold=0.55725386738777172 -0.044410638511180871 0.42872373759746557 -0.82018077373504628 0.023976352997124199 -0.030672303400933739 -1.3123381733894346 -1.326905310153961 2.1799244880676274 -0.17180078476667401 0.16744337230920794 1.6111459732055666 0.074974935501813902
left_child=5 2 -2 4 -3 6 7 -1 -8 10 -7 -5 -11
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leaf_count=482859 20 20 21 793 244 56 15245 25 2705 44 20 91768 2339 4211
internal_value=7.03207e-06 0.000409644 0.00949314 -0.000678491 -7.70654e-05 0.00705759 -0.000112073 -4.27404e-06 -0.000476247 -0.000235181 -0.0152027 -2.00504e-06 4.42135e-06 -3.4492e-05
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num_cat=0
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left_child=7 2 -2 -4 5 -3 -6 10 -9 -10 11 -1
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internal_count=600370 16399 834 814 15565 76 15489 583971 867 836 583104 583080

Tree=82
num_cat=0
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split_gain=0.980202 29.3625 877.228 2.96361 0.693113 1.92803 0.288636 3.6613 0.281072 0.196567 0.074697 0.510786 0.0687182
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leaf_count=577084 36 8323 21 879 210 72 33 1258 84 6726 1569 4014 61
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internal_count=600370 16267 936 900 15331 282 584103 1375 1342 15049 582728 5583 577145

Tree=83
num_cat=0
split_feature=15 19 23 21 5 55 51 20 18 34 19 4 16 20
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leaf_value=1.6293492625462367e-06 0.36386621621847154 0.031612451054155825 -0.0015566652652742674 0.040005833553266715 -0.0057680483710552972 -0.0049907749845364757 -6.2195259644265313e-05 -0.017381692171096801 -1.880634412128902e-05 -0.011404404962604696 -0.01099833936823739 -0.0014930313645371881 2.5374101875125321e-05 -0.00014383195285281016
leaf_weight=559581 20 20 1050 32 56 43 15178 20 2703 44 27 1150 14847 5599
leaf_count=559581 20 20 1050 32 56 43 15178 20 2703 44 27 1150 14847 5599
internal_value=6.06728e-06 0.000370367 0.00628223 -0.00032746 -5.55249e-05 0.0066293 -8.31699e-05 -4.16294e-06 -0.000428495 -0.000201175 -0.0137147 -2.12297e-06 -8.37818e-05 1.88325e-07
internal_weight=600370 16399 1102 1082 15297 63 15234 583971 2794 2747 47 581177 15997 565180
internal_count=600370 16399 1102 1082 15297 63 15234 583971 2794 2747 47 581177 15997 565180

Tree=84
num_cat=0
split_feature=15 9 16 9 49 15 5 46 18 35 3 23
split_gain=0.77168 25.0065 1223.48 30.6966 1.59117 7.31706 1.09911 0.182475 11.7827 0.959079 0.135097 0.073465
threshold=0.48480661213397985 -0.0018452440272085366 0.26635158061981207 -0.0023334147408604618 -0.25953947752714152 0.60958480834960949 -0.30751052498817438 0.24645754694938662 -0.0067873813677579156 1.1143789887428286 0.1806561276316643 -0.024370512925088402
leaf_value=-6.603303937342162e-05 0.37933300198183861 0.030820208384522371 -0.0023773315235596235 0.047078758406825363 -0.0052057230055560268 -0.0030447697081432048 -0.00010618361918361482 0.033852365240454672 4.2114281428115109e-05 -0.0088490091130651281 -0.0036032051967631561 2.6860956045586726e-06
leaf_weight=38366 20 21 800 30 98 49 15355 24 774 29 24 545105
leaf_count=38366 20 21 800 30 98 49 15355 24 774 29 24 545105
internal_value=8.1361e-06 0.000333145 0.0083496 -0.000589762 -0.000105816 0.00711472 -0.000138524 -9.70808e-07 0.000711526 -0.000278985 -1.98064e-06 -1.83252e-06
internal_weight=600695 16373 850 830 15523 70 15453 584322 827 803 583495 583471
internal_count=600695 16373 850 830 15523 70 15453 584322 827 803 583495 583471

Column_49=98
Column_5=75
Column_7=73
Column_15=69
Column_51=66
Column_0=54
Column_19=53
Column_9=51
Column_46=45
Column_18=44
Column_21=38
Column_20=34
Column_16=33
Column_4=30
Column_24=29
Column_27=29
Column_8=25
Column_17=25
Column_23=25
Column_33=24
Column_35=24
Column_34=23
Column_55=22
Column_29=21
Column_45=21
Column_26=17
Column_31=17
Column_3=16
Column_2=14
Column_6=13
Column_32=11
Column_13=9
Column_47=9
Column_1=6
Column_25=5
Column_48=4
Column_11=3
Column_12=3
Column_28=2
Column_50=2
Column_52=2
Column_22=1

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

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.048 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