tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=77
objective=lambdarank
feature_names=q_words q_anchors q_trace q_paths q_cands q_files q_text loc_score loc_ratio loc_rank loc_gap n_nodes n_text n_symbols best_rel sum_rel file_rel text_pos bm25 exact name_cover path_cover sym_cover anchor_max anchor_file anchor_hops base_max exp_calls exp_imports exp_inherits exp_overrides exp_changes exp_mentions exp_tests exp_cochange links_parsed links_resolved pagerank deg_pool kind is_test is_source is_doc depth span same_dir same_dir_top same_parent has_test imports_in defines commits commit_age asked cosine file_rank node_rank placed node_ratio node_in_file file_ratio node_rel node_anchor node_kind node_lines node_whole node_bm25 node_exact node_text_pos node_from_text node_member node_first node_named node_named_any_case parent_ratio file_lines file_nodes limit
feature_infos=[1:208] [0:64] [0:1] [0:11] [15:556] [3:30] none [3.0126799065749162e-09:10.593680856610376] [8.9497346522449278e-10:1] [0:14] [0:0.9996690194574247] [1:159] [0:80] [0:158] [0:1] [0:69.732284285663951] [0:1] [0:1] [0:5.358909458580964] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:4] [0:5] [0:18.494807258627812] [0:4.4061101297084111] [0:2.1145991353919675] [0:3.1528989505272995] [0:2.6160000000000001] [0:2.2080000000000002] [0:0.69356288212926587] [0:0.6449477499101941] [0:216] [0:135] [7.8737729727462735e-09:208.71176370373979] [0:526] [0:4] [0:1] [0:1] [0:1] [0:13] [0:8794] [0:29] [0:1] [0:29] [0:1] [0:10616] [0:406] [0:8.4405281064807518] [0:4333.9432986111115] none none [0:14] [0:5] [0:90] [3.0015613242446226e-24:1] [3.2133597294183365e-21:1] [8.9497346522449278e-10:1] [0:1] [0:1] [0:4] [0.69314718055994529:9.1306476030669348] [0:1] [1.7115489539284663e-06:5.358909458580964] [0:1] [-1:79] [0:1] [0:1] [0:9.475316606892326] [0:1] [0:1] [0:1] [0:9.8016762863894424] [1:159] [5:10]
tree_sizes=1772 1794 1795 1797 1792 1778 1793 1771 1794 1791 1796 1786 1798 1788 1789 1781 1794 1780 1789 1785 1790 1803 1794 1793 1792 1799 1792 1787 1789 1783 1788 1800 1789 1788 1809 1796 1786 1786 1785 1785 1787 1796 1798 1795 1804 1790 1808 1801 1800 1794 1802 1806 1804 1800 1787 1805 1782 1794 1796 1797 1783 1795 1799 1800 1797 1796 1789 1787 1794 1792 1786 1795 1808 1790 1800 1807 1798 1809 1787 1784 1806 1782 1802 1801 1799 1791 1790 1790 1811 1806 1801 1788 1789 1778 1802 1791 1800 1790 1791 1806 1789 1800 1767 1800 1799 1805 1791 1773 1803 1779 1813 1796 1798 1808 1807 1799 1771 1792 1787 1776 1791 1786 1789 1808 1799 1787 1799 1802 1800 1779 1773 1781 1811 1798 1775 1797 1794 1790 1799 1780 1796 1808 1788 1780 1783 1776 1780 1784 1789 1807 1791 1762 1781 1796 1779 1813 1781 1773 1771 1780 1784 1770 1793 1790 1763 1779 1764 1787 1790 1768 1793 1777 1778 1808 1786 1777 1776 1766 1773 1779 1759 1770 1789 1793 1765 1781 1787 1763 1780 1778 1763 1779 1789 1780 1775 1768 1788 1779 1783 1771 1766 1796 1772 1761 1759 1795 1787 1767 1766 1775 1770 1778 1771 1797 1779 1753 1776 1774 1788 1765 1778 1760 1779 1757 1802 1764 1773 1766 1780 1756 1776 1778 1754 1788 1784 1774 1783 1758 1790 1782 1808 1767 1771 1777 1781 1779 1772 1755 1777 1770 1773 1746 1778 1767 1783 1780 1770 1782 1770 1779 1798 1764 1784 1775 1766 1774 1763 1774 1771 1784 1765 1789 1781 1779 1785 1748 1744 1770 1760 1764 1764 1766 1782 1775 1774 1790 1766 1767 1787 1783 1777 1786 1781 1752 1768 1784 1775 1766 1789 1765

Tree=0
num_leaves=15
num_cat=0
split_feature=17 8 39 17 52 64 64 16 64 10 32 21 39 8
split_gain=6741.32 1450.44 720.155 423.068 351.831 471.005 169.403 169.318 149.712 173.418 107.713 99.4698 98.5182 96.353
threshold=0.036700336700336705 0.2018129453079068 1.5000000000000002 1.0000000180025095e-35 191.01726851851853 4.6001450180613412 4.1971736807086968 0.42666586829202074 4.0689902272260703 0.7254261955930198 0.16539416135829432 0.016001024065540197 2.5000000000000004 0.42745165257264167
decision_type=2 2 2 2 8 8 8 2 8 2 2 2 2 2
left_child=2 7 3 8 5 13 -5 -2 9 11 -4 -1 -6 -3
right_child=1 4 10 6 12 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.012169131377876539 -0.077917601274657425 -0.038104919864164546 -0.086282623904729183 0.012038459300280628 -0.037201362881584758 0.047593750773582244 0.056889351186249819 -0.035407992990823943 0.085517697833282016 0.078493077320221871 0.080309802978174513 0.053091408349541583 -0.098751688191338005 -0.0034328405036326178
leaf_weight=193.33880252984818 1855.83254460022 348.74589520566951 103.27811466228013 591.32660330133513 362.1367476307787 405.53445980983088 326.56805560963403 270.876558214135 815.31004182901233 631.73055616434431 9.9182725595310313 649.5104151032865 79.108190362458117 469.69232309692597
leaf_count=1951 72339 16602 2890 11082 13331 6278 2863 9120 2616 3921 146 5692 3143 14299
internal_value=0.000379506 -0.0451685 0.0523846 0.0567633 -0.0102114 0.00359653 0.02804 -0.0725224 0.0682597 0.058666 -0.0711103 0.0437299 -0.0484347 -0.0182355
internal_weight=7112.91 3791.93 3320.98 3207.78 1665.22 1223.97 917.895 2126.71 2289.89 1474.58 113.196 842.849 441.245 818.438
internal_count=166273 135112 31161 28125 53653 37179 13945 81459 14180 11564 3036 7643 16474 30901
is_linear=0
shrinkage=0.05


Tree=1
num_leaves=15
num_cat=0
split_feature=17 31 26 65 65 72 32 37 51 52 10 10 17 64
split_gain=5938.04 2410.19 1341.41 1141.13 543.38 495.595 306.711 301.465 298.788 293.623 257.623 249.816 223.826 213.332
threshold=0.024695121951219517 0.0083732724082642759 0.28834234415341664 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16539416135829432 36.929109374649009 1.0000000180025095e-35 942.13585069444457 0.0025954950781418838 0.009666935218842234 1.0000000180025095e-35 4.135134555718313
decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 8
left_child=3 2 4 5 6 7 11 -1 -4 -3 -6 -2 -5 -10
right_child=1 9 8 12 10 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.0046245587537415101 -0.07285011576426656 0.048872852282784401 -0.060859519111453736 0.07036824389895957 -0.049908347903431044 0.052669376621143717 0.033165273320588551 0.025942704223260383 -0.014574330026123242 -0.08576589553351964 -0.007471295130647833 -0.046380771828783071 0.036923225611150669 0.014252200355823232
leaf_weight=1651.3790111364797 2235.6563676832593 1055.503029569285 243.08163726166822 1928.7363157165237 595.84466292511206 877.3562852202449 85.57895137835294 1575.308097209665 1606.819732678181 41.221851307433099 893.36771316500381 1496.4239430829766 680.52103567495942 1067.2741592015955
leaf_count=11095 53781 4001 3849 2251 8741 2223 990 7146 25659 630 8526 30925 1412 5441
internal_value=-3.54849e-05 -0.0258577 -0.035143 0.0358147 -0.0501125 0.01937 -0.0601051 0.0103022 -0.007903 0.0437388 -0.0244728 -0.0622522 0.0616629 -0.00306817
internal_weight=16034.1 9320.77 8224.05 6713.3 5306.87 4104.04 3817.66 3226.69 2917.18 1096.72 1489.21 3732.08 2609.26 2674.09
internal_count=166670 142543 137912 24127 102963 20464 85696 18241 34949 4631 17267 84706 3663 31100
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=15
num_cat=0
split_feature=17 31 7 16 10 63 10 17 16 39 63 66 72 14
split_gain=5160.67 1812.27 1074.34 886.416 459.635 391.481 251.941 236.216 194.77 183.489 239.754 173.041 161.993 159.086
threshold=0.025158227848101272 0.012246553200613351 0.20481110918962803 0.22060802607520055 0.44012277380617321 1.0000000180025095e-35 0.21878301254937979 1.0000000180025095e-35 0.41135898608829619 2.5000000000000004 1.0000000180025095e-35 2.7035008205951265 1.0000000180025095e-35 0.66472790931316939
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2
left_child=3 2 8 4 11 -5 9 -7 -2 10 13 -1 -6 -4
right_child=1 -3 6 5 12 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.035796911767249327 -0.066319765650132645 0.033080253894031124 -0.047353349634511377 0.028421353429116253 0.021677402521279032 0.070836904538628717 0.015388702540350706 0.037491747275297978 -0.028170755197917133 -0.089137539108313402 -0.0057648671581701852 0.0017129105042328391 0.064541789123244736 -0.019662397352134729
leaf_weight=412.69512131647207 2441.373808896984 1045.635434131138 1031.02415466003 1831.2097820290364 734.69097042677458 1536.1454062806442 432.37643786860281 817.89051919220947 390.12973743653856 107.37991965119727 1259.3895710036741 1197.0752522336552 315.03005605796352 1047.638216012856
leaf_count=4405 58993 4082 28218 10187 3377 1994 3822 2313 5904 2508 11255 8183 569 20750
internal_value=-0.000196491 -0.0281228 -0.0376647 0.031443 0.00886611 0.0457838 -0.0205594 0.0592722 -0.0610753 -0.0250738 -0.0229869 -0.0079197 0.0345905 -0.0334134
internal_weight=14599.7 7754.95 6709.31 6844.74 2659.49 4185.25 3877.81 2354.04 2831.5 3445.43 3338.05 1609.77 1049.72 2078.66
internal_count=166560 135532 131450 31028 16534 14494 66553 4307 64897 62731 60223 12588 3946 48968
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=15
num_cat=0
split_feature=17 65 7 65 31 9 10 72 17 8 64 66 7 10
split_gain=4202.24 1679.68 929.846 885.31 545.767 386.527 322.41 254.43 158.777 138.244 135.315 117.064 108.975 98.3499
threshold=0.024695121951219517 1.0000000180025095e-35 0.32615514254959216 1.0000000180025095e-35 0.0083732724082642759 1.0000000180025095e-35 0.010385413734715994 1.0000000180025095e-35 1.0000000180025095e-35 0.7162928992257801 7.5634598609461881 2.5612656701998309 0.057245663275292742 0.0070708643516251956
decision_type=2 2 2 2 2 2 2 2 2 2 8 10 2 2
left_child=3 2 12 5 6 7 -3 10 -5 -4 11 -1 -2 -6
right_child=1 4 9 8 13 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0015470564156538971 -0.076396215499137249 -0.028816156225460344 -0.026353163616652742 0.066557257506077563 0.011011912456725335 -0.008893024493555236 0.010057458806350103 0.054495596017944695 0.035514946268428826 -3.6335446722657228e-05 -0.092400991959510695 0.026856992343534072 -0.054460781327912711 0.048199741391605516
leaf_weight=472.45077236089855 827.98998139007017 994.51699035684578 1534.6867010980495 1542.573521788232 243.60360964527354 1000.0272819983074 1148.1965882654185 658.32762548048049 567.43320280592889 739.23726246063598 26.037209369707853 1559.7004897374427 1865.0467398485343 664.30204620677978
leaf_count=3033 21276 14577 33728 2269 904 8139 8495 1501 1425 9112 394 7257 53151 1224
internal_value=5.87926e-05 -0.0234235 -0.041356 0.0323699 0.0057779 0.0176765 -0.00799033 0.0274572 0.05823 -0.0178015 0.0187865 0.0202559 -0.0612308 0.0382448
internal_weight=13844.1 8017.58 4966.96 5826.55 3050.62 3716.54 2142.71 2716.52 2110.01 2273.92 2058.19 2032.15 2693.04 907.906
internal_count=166485 142467 117267 24018 25200 20324 23072 12185 3694 42840 10684 10290 74427 2128
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=15
num_cat=0
split_feature=14 65 8 37 65 31 37 21 10 72 10 51 52 52
split_gain=3687.96 1648.4 941.861 664.147 610.761 255.208 236.07 222.704 207.453 176.564 147.887 146.675 112.815 93.7525
threshold=0.99999997506830396 1.0000000180025095e-35 0.27976110853608932 4.5368010874714981 1.0000000180025095e-35 0.049518733915156356 16.679966663593159 0.016001024065540197 0.0011433356613183144 1.0000000180025095e-35 0.010385413734715994 1.8688348091416842 14.075954861111112 395.98906828703713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 8
left_child=1 2 10 8 6 -5 13 12 -3 -8 -1 -9 -4 -2
right_child=4 3 7 5 -6 -7 9 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.064841994329208674 0.0040285323582156512 -0.0440471478479375 -0.012336222272144566 0.017130441858605891 0.062799146900086547 0.058352655818006673 0.021989586522124408 -0.02595309371445495 -0.003585313236978872 0.053164257060129519 -0.040658457511272873 0.0065586185100287957 -0.046652903120656827 -0.04767546316964108
leaf_weight=1786.4510488535161 335.28551564877853 445.45359917241149 396.76147873216541 1260.2361475067446 1524.6400179914199 534.65633893758059 1809.607522165752 495.4499138497049 1091.4476860689465 606.90999925788492 990.07955589506309 1150.7855416088132 606.81375271163415 117.65538112446666
leaf_count=55288 1968 7515 5778 7396 2543 752 9243 9053 10808 1429 26267 15831 11191 1623
internal_value=-0.000142178 -0.0188957 -0.0358907 0.00878564 0.0372324 0.0294352 0.0236309 -0.0145591 -0.0153337 0.0298379 -0.0562362 -0.0032359 -0.0331117 -0.00947747
internal_weight=13152.2 8758.14 5426.34 3331.79 4394.1 1794.89 2869.46 2649.81 1536.9 2416.52 2776.53 1646.24 1003.58 452.941
internal_count=166685 149879 123408 26471 16806 8148 14263 41853 18323 10672 81555 24884 16969 3591
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=15
num_cat=0
split_feature=60 31 57 16 16 39 16 68 23 68 10 39 39 64
split_gain=3202.42 920.336 804.561 661.272 347.005 294.152 282.708 220.575 193.258 182.61 162.651 113.01 106.699 96.3805
threshold=0.40871907200184165 0.0083732724082642759 3.5000000000000004 0.46215835884555412 0.99999995266856445 2.5000000000000004 0.1525930340560181 6.5000000000000009 0.49041630560342625 8.5000000000000018 0.021547464284570102 1.5000000000000002 2.5000000000000004 3.2769667020129059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8
left_child=1 3 4 10 5 8 12 -5 13 -8 -1 -3 -4 -2
right_child=2 11 6 7 -6 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.054896522139266671 0.01444874010968108 0.030813687212372338 -0.0082227308819111094 0.025248418444295248 0.065688655421302894 -0.086534762338944526 0.030356482032295747 -0.020925198188485289 0.053105030359111599 0.00081335435361045935 -0.03016514000045574 -0.071418941349231324 -0.076881446133260423 0.036715385980049545
leaf_weight=2553.21403930831 1195.5767887152033 612.80918943579309 1565.6677065207623 404.81941242236644 860.53163265716285 52.729805260896683 1158.8206349909306 712.26851912518032 761.45989487203769 952.82587487739511 904.76188141107559 27.349962327396497 57.732466214802116 820.51546594407409
leaf_count=76071 6472 2826 18668 2417 1403 1033 6582 13443 2112 10494 20054 634 1353 2779
internal_value=0.000248484 -0.0297782 0.0213376 -0.0376347 0.0378906 0.0294186 0.00497482 -0.00418481 0.0316502 0.0170326 -0.0484363 0.0263414 -0.0107102 0.0235246
internal_weight=12641.1 5215.22 7425.86 4575.06 3690.81 2830.28 3735.05 1117.09 2777.55 2111.65 3457.98 640.159 1623.4 2016.09
internal_count=166341 115445 50896 111985 13799 12396 37097 15860 11363 17076 96125 3460 20021 9251
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=15
num_cat=0
split_feature=17 65 65 26 31 10 10 32 52 39 52 52 10 66
split_gain=3207.24 1184.34 575.189 530.807 426.751 247.693 228.173 180.214 151.712 122.944 122.268 112.741 112.732 106.356
threshold=0.024695121951219517 1.0000000180025095e-35 1.0000000180025095e-35 0.28834234415341664 0.049518733915156356 0.37368355843650897 0.0023570081119158679 0.15550073834616265 448.83210069444448 3.5000000000000004 120.52171875000002 295.67799189814821 0.0089862848564764512 2.6209968254481506
decision_type=2 2 2 2 2 2 2 2 8 2 8 8 2 10
left_child=2 3 5 7 6 11 -3 10 -5 -9 12 -1 -2 -7
right_child=1 4 -4 8 -6 13 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0090670261246866817 -0.055877044494285572 -0.03330713573977169 0.053158308253822562 -0.0083103280196914625 0.041895182016340966 0.0058397015541681169 0.0041689379260082243 0.067694162881060935 -0.054699882950169525 -0.086448015497365485 -0.064572030056240237 -0.027185015929402496 -0.029217416233811112 0.035798807054875099
leaf_weight=1143.5634864819003 832.90113303554244 552.2603746909881 1824.928010975942 1402.5608306874637 604.64331028424203 368.1755895705428 1526.929223430343 51.496697903960012 200.6769809294492 16.23207677854225 1157.1776365037076 262.92333557247184 764.61865029769251 1524.4906998412916
leaf_count=8112 29667 10021 3645 24649 1388 2533 13780 583 5039 470 36034 3170 20711 6499
internal_value=0.00048762 -0.0212456 0.0306401 -0.0371347 0.00495966 0.0181718 -0.00579643 -0.0501827 -0.0141474 0.0300317 -0.0521651 0.00227571 -0.0431432 0.0299771
internal_weight=12233.6 7109.5 5124.08 4425.66 2683.83 3299.15 2079.19 2822.43 1603.24 67.7288 2754.7 1406.49 1597.52 1892.67
internal_count=166301 142342 23959 117153 25189 20314 23801 87465 29688 1053 86412 11282 50378 9032
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=15
num_cat=0
split_feature=17 58 31 16 37 52 37 39 64 61 32 64 64 64
split_gain=2870.18 939.095 474.102 468.537 409.933 246.566 237.095 191.043 171.651 149.311 147.703 106.679 100.25 98.9961
threshold=0.036700336700336705 0.16364023302683489 0.0084766234321796644 0.99999995266856445 36.929109374649009 677.16820023148159 5.552913194237779 1.5000000000000002 3.2384861814448418 0.67204212137939789 0.16539416135829432 4.5798392285869785 3.1132683346437333 4.2413008733233104
decision_type=2 2 2 2 2 8 2 2 8 2 2 8 8 8
left_child=3 6 5 4 7 8 -2 9 -3 13 -9 -6 -5 -1
right_child=1 2 -4 12 11 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.018044384435927641 -0.050850128380079844 -0.020981347828403812 0.03535063712883818 0.023423853182017704 0.02924440698098495 -0.049110754811740799 -0.020184478731793892 -0.071034970794244326 0.0088263716088921741 0.018704013357284249 0.076587904722503861 0.057379470717593556 0.061439691697034331 0.016255440039192364
leaf_weight=645.04052111558849 2316.0084964461275 976.47012139612343 622.90800459031016 215.37022213079035 1574.3574539461406 405.36322212510277 868.49055600046995 123.3083249112824 953.88938437157776 1410.6337578273378 18.778302433900535 430.12779373861849 926.88395511172712 311.0284101695288
leaf_count=7564 72394 23463 1923 1221 8043 9582 18564 2913 9368 7342 142 907 1546 1391
internal_value=3.03704e-06 -0.0236571 -0.00337261 0.0257027 0.018455 -0.0137103 -0.0424958 0.0049815 -0.00625489 0.00837013 -0.0511261 0.0353073 0.0542986 -0.00688064
internal_weight=11798.7 6143.13 2958.63 5655.53 4513.27 2335.72 3184.5 2508.79 1930.36 2366.7 142.087 2004.49 1142.25 956.069
internal_count=166363 135294 44336 31069 28302 42413 90958 19352 32831 16297 3055 8950 2767 8955
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=15
num_cat=0
split_feature=8 31 17 16 31 63 21 39 32 10 68 73 51 37
split_gain=2372.41 697.136 570.439 471.034 280.758 266.848 256.109 195.542 175.497 130.33 125.461 119.159 100.552 95.683
threshold=0.40272047656838511 0.0029996711360067464 1.0000000180025095e-35 0.47576072712310707 0.0029996711360067464 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.15550073834616265 0.0059638888117777679 6.5000000000000009 1.0000000180025095e-35 1.8688348091416842 2.8427025251215317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 6 11 -4 -7 9 -1 -5 -2 -8 -3
right_child=2 13 4 10 -6 7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.056425701402391629 0.016631596539528566 -0.012884018840135333 -0.029687841438102137 0.019709586784702388 0.038805516669939977 0.055652284106796825 -0.0073144976791279185 -0.075053161304310709 0.034438141336351938 -0.035602009349022766 -0.018167762872347688 0.042832480539467199 0.014637962226798638 0.032438876663419262
leaf_weight=1539.4292503287288 1744.1743344627321 153.2449361034669 642.607066560362 351.81612442468759 495.49952638940886 1146.835773492232 848.51115217257757 28.515611189301126 68.299671943532303 1484.8412996191037 573.83753277501091 577.943215331994 1351.0530827126349 477.98486241954379
leaf_count=52356 9973 1589 11156 2266 1876 2033 10535 613 1054 42727 12451 1632 13627 2355
internal_value=0.000161317 -0.027389 0.0189031 -0.035062 0.00411456 0.0330107 -0.00194492 0.0524201 -0.0444251 -0.0462169 -0.00376586 0.0231683 0.00617003 0.0214328
internal_weight=11484.6 4649.45 6835.14 4018.22 3337.67 3497.47 2842.17 1175.35 3092.57 3024.27 925.654 2322.12 2199.56 631.23
internal_count=166243 114798 51445 110854 37194 14251 35318 2646 96137 95083 14717 11605 24162 3944
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=15
num_cat=0
split_feature=17 65 7 65 37 37 31 52 37 58 57 26 10 7
split_gain=2307.12 935.948 501.597 448.097 326.837 246.365 165.237 93.5991 93.3126 79.3919 77.811 71.3521 64.262 64.1766
threshold=0.024695121951219517 1.0000000180025095e-35 0.33112953591753358 1.0000000180025095e-35 2.5557441910487664 38.505192952701712 0.0038934795264860124 368.22104166666674 6.4256579121367325 0.8951264701495415 1.0000000180025095e-35 0.090745191235890657 0.0025954950781418838 0.16011791172574411
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=3 2 13 5 12 7 11 10 -4 -5 -1 -6 -3 -2
right_child=1 4 8 9 6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.027633894831476036 -0.0577587140404653 -0.036724865249693164 -0.030789514765478782 0.036179700940320636 -0.024762769896317552 0.028728791375227287 0.038205056550441319 -0.028625379889717723 -0.0074155653371208302 0.058193493469220342 -0.0010389195890028442 0.011224373268370889 -0.0085444055660669743 -0.039486602108422746
leaf_weight=311.22624857351184 1355.2641932547558 357.75074700487312 659.1289707319811 823.07013406790793 164.08171075460268 1607.7384096834576 616.41214011795819 230.48714813115657 1211.6087896080571 831.68200551718473 976.77241553296335 831.32518700289074 465.76664954004809 762.25127776210138
leaf_count=988 47307 8037 20457 2209 2681 7983 1489 3296 21851 1488 8160 6620 6340 27536
internal_value=-5.69288e-05 -0.0196296 -0.0345407 0.026239 0.00479384 0.0150942 0.0178834 0.000648767 -0.0156631 0.0472723 0.00590551 0.0052734 -0.0208162 -0.051203
internal_weight=11204.6 6423.59 3988.25 4780.98 2435.34 3126.22 1611.82 1518.49 1870.74 1654.75 1288 995.407 823.517 2117.52
internal_count=166442 142318 117151 24124 25167 20427 10790 12444 42308 3697 9148 9301 14377 74843
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=15
num_cat=0
split_feature=17 65 65 8 31 26 10 51 27 39 32 61 10 58
split_gain=2014.56 878.306 436.633 412.855 316.754 158.504 157.564 128.877 109.046 81.4885 80.1396 79.9453 79.0223 78.245
threshold=0.024695121951219517 1.0000000180025095e-35 1.0000000180025095e-35 0.27976110853608932 0.0083732724082642759 0.10002435539428781 0.37368355843650897 1.4978661367769956 0.11512686624025818 2.5000000000000004 0.075253234889155876 0.65609293723818329 0.46467629182625197 0.8951264701495415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 -3 -1 -7 9 10 12 -8 -5 -4
right_child=1 4 13 8 -6 7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00060648504842297638 -0.048355780327960389 -0.029389216193097534 0.034907995043248423 -0.024845537924127328 0.032844078884198519 -0.016042723511398453 0.0059065224115786054 0.017560527052691812 0.0064267229988281731 -0.069872471193868302 0.056928780028010634 0.030157512012729135 0.026875914390730084 0.057085949081519309
leaf_weight=1305.5185791496478 2103.0938181785896 530.71844181921915 807.66555054951459 1106.5091919369879 717.21831077896059 489.05588170990814 465.86127108358778 682.07961069757584 430.32619871466886 84.315699584549293 32.637214281363413 1260.9666909773368 78.322285734117031 798.35000255703926
leaf_count=11359 79863 11182 2194 26995 2132 6014 3353 5917 6855 2524 335 5595 624 1445
internal_value=-7.71193e-05 -0.0185936 0.0248888 -0.0334717 0.00499813 -0.00674948 0.0137168 0.00352639 -0.0153822 -0.0225909 -0.0192618 0.0236223 -0.0214068 0.0459613
internal_weight=10892.6 6254.28 4638.36 3835.2 2419.07 1701.85 3032.35 1171.14 1732.11 1301.78 1217.47 1726.83 1184.83 1606.02
internal_count=166387 142441 23946 117196 25245 23113 20307 11931 37333 30478 27954 8948 27619 3639
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=15
num_cat=0
split_feature=17 31 65 60 37 52 39 64 58 33 64 32 73 66
split_gain=1839.72 686.958 424.729 361.636 226.834 180.146 120.824 123.274 110.414 97.0577 94.2058 111.02 79.3457 79.2816
threshold=0.025158227848101272 0.010875975489597576 1.0000000180025095e-35 0.1321145900901344 36.929109374649009 8.736828703703706 2.5000000000000004 4.4484992763719129 0.8951264701495415 0.00062000127210763061 5.705446369702539 0.16539416135829432 1.0000000180025095e-35 2.5401128175815431
decision_type=2 2 2 2 2 8 2 8 2 2 8 2 2 10
left_child=2 3 4 9 10 -5 7 -7 -4 -2 13 -12 -6 -1
right_child=1 -3 8 5 12 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.015746641001965201 -0.047360125607213949 0.023593637023959769 0.029918661760628809 0.0031919924632026644 0.017922300267271159 -0.031289440613936688 -0.069307725219483723 -0.0060234930386822453 0.054960175505823786 0.019702361462592535 -0.063455436866999768 0.069551048527006637 0.042907346522799095 0.0088017275608856371
leaf_weight=461.91678326495457 1683.6816787559655 777.49679039395414 970.77867742674425 834.33457045949763 1251.1782485112781 1190.8038194920518 137.97128386872646 812.44000126520405 812.85965105239302 55.222499611321837 103.95650621698587 17.595272856764495 426.5223077731207 1135.1608595390571
leaf_count=5669 61000 4127 3150 16719 7646 37620 4707 9931 1640 1316 2819 142 1331 8511
internal_value=0.000231101 -0.0199287 0.0216048 -0.0271098 0.0112235 -0.0165144 -0.024191 -0.0210506 0.0413553 -0.0452203 -0.00154449 -0.0437916 0.024296 0.00169628
internal_weight=10671.9 5491.95 5179.97 4714.45 3396.33 2975.55 2141.22 2003.24 1783.64 1738.9 1718.63 121.552 1677.7 1597.08
internal_count=166328 135420 30908 131293 26118 68977 52258 47551 4790 62316 17141 2961 8977 14180
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=15
num_cat=0
split_feature=17 65 7 65 31 17 66 52 58 17 52 16 16 52
split_gain=1605.79 711.892 379.844 369.154 240.316 127.93 125.751 95.6587 85.4035 81.4753 78.7913 70.9335 65.2668 56.5387
threshold=0.016530054644808747 1.0000000180025095e-35 0.33112953591753358 1.0000000180025095e-35 0.0029996711360067464 0.075378787878787892 2.7443872870404125 61.848912037037046 0.26395447254207433 1.0000000180025095e-35 31.999305555555559 0.39336433836583795 0.60861458536210211 120.52171875000002
decision_type=2 2 2 2 2 2 10 8 2 2 8 2 2 8
left_child=3 2 13 6 5 -3 12 11 -5 -8 -4 -7 -1 -2
right_child=1 4 10 8 -6 7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.011571511028767544 -0.038928134884812546 0.012402232066711805 -0.0035418311770097285 0.022246802882551184 0.028521321826364257 -0.02322263706508618 0.023949432722737952 -0.032210013469472346 0.04947509854378835 -0.00048188212764287917 -0.024884570742098149 0.013770651869540374 0.019259352038161974 -0.056482184030813232
leaf_weight=662.16421565739438 1057.7842439903616 582.12064952449873 863.7430495165172 390.86614058259875 708.61377023626119 223.8888807487383 1635.6542250367347 512.74202118051471 1120.801391412504 431.0963633604697 865.76545083642122 304.78169144608546 230.63207315141335 830.59474148633308
leaf_count=6964 42246 4459 18483 1240 2331 4894 7994 10364 2407 3781 23706 3156 1555 32665
internal_value=-0.000279389 -0.0172923 -0.031175 0.0223592 0.00424825 -0.00635711 0.0120843 -0.0168449 0.0424541 0.0188556 -0.0142339 -0.00191005 -0.00359447 -0.046675
internal_weight=10421.2 5950.03 3617.89 4471.21 2332.15 1623.53 2959.55 1041.41 1511.67 2066.75 1729.51 528.671 892.796 1888.38
internal_count=166245 142304 117100 23941 25204 22873 20294 18414 3647 11775 42189 8050 8519 74911
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=15
num_cat=0
split_feature=10 65 65 9 17 37 72 7 18 21 31 37 52 66
split_gain=1512.38 502.963 440.32 399.159 152.599 115.842 114.411 108.586 107.664 90.2934 89.1998 68.0452 67.5418 61.9174
threshold=0.021044194655361542 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.016530054644808747 1.3600102945794768 1.0000000180025095e-35 0.33112953591753358 2.8557420803655469 0.016807909604519777 0.0083732724082642759 11.107744259682853 31.999305555555559 2.5105958620579814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 10
left_child=2 3 7 6 13 -4 9 -1 12 -2 -6 -10 -5 -3
right_child=1 4 5 8 10 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.048881567510696396 -0.0082135931682600673 0.019892086318637564 -0.025775014542884667 -0.01133762900232084 0.0079065845046815686 0.0047752150612298348 0.038274931338326788 -0.023653930221599444 -0.017192495417184112 0.01798036617911412 0.037602470414460409 0.0090026303125926646 -0.037462400865406004 0.049472198102107304
leaf_weight=1461.6961590973951 428.62756804178935 215.56213004514575 460.54179401285364 503.25208700221265 691.43265441525728 946.17117125322693 527.6399561855942 606.53178986630519 405.11568682442885 1407.3750802940922 398.35358738899231 635.40987354464596 488.03502188349376 1036.3992877649143
leaf_count=63034 3587 661 9439 11281 6051 9573 1745 17435 9804 9178 845 7764 13899 2244
internal_value=-3.75201e-05 0.013781 -0.0268252 0.0038071 0.0324925 -0.00523779 0.0177735 -0.0414983 -0.012441 0.0118641 0.018786 -0.00120283 -0.0242243 0.044399
internal_weight=10212.1 6737.2 3474.94 4395.46 2341.75 1406.71 2363.64 2068.23 2031.81 1836 1089.79 1040.53 991.287 1251.96
internal_count=166540 67059 99481 57258 9801 19012 14510 80469 42748 12765 6896 17568 25180 2905
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=15
num_cat=0
split_feature=17 31 16 58 37 64 72 52 10 10 37 52 32 64
split_gain=1414.83 512.098 425.388 228.869 199.736 164.904 132.494 127.444 105.017 84.3634 74.7155 72.9436 73.5351 61.3746
threshold=0.050316455696202543 0.010875975489597576 0.31176991193466558 0.14339613215877603 12.450542877562578 4.2413008733233104 1.0000000180025095e-35 183.80739583333335 0.015780679955503408 0.0055158052039355849 6.0975226203655337 295.67799189814821 0.16539416135829432 3.2384861814448418
decision_type=2 2 2 2 2 8 2 8 2 2 2 8 2 8
left_child=2 3 4 9 11 -4 -6 13 -7 -2 -3 -1 -13 -5
right_child=1 10 5 7 6 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.012193881062012326 -0.048730309832857067 0.00070672703475486781 0.016240925106919771 -0.016860768917088209 0.0025435103761639148 0.01214027561006943 0.036610825833235695 -0.034956703782231147 0.04406442096083707 -0.028185437287403522 0.034535243722551852 -0.057735855081652999 0.068196369554255384 0.005767931982222997
leaf_weight=505.04147186886985 1089.6717293531838 289.45101787778549 1497.8049408853985 592.41705655131955 1280.6350596001139 311.41625873744488 366.31505663564894 525.7217143640155 1516.3312635635957 933.65184223258984 373.41615004045889 168.00297379051335 11.621281541534698 604.52337482964504
leaf_count=7773 46131 2226 11948 18081 11010 1783 1252 15515 4312 32557 1504 5184 107 7325
internal_value=0.00053178 -0.0206995 0.0170789 -0.0278671 0.000703135 0.0285566 0.0101384 -0.0144607 0.0386347 -0.0392686 0.0197868 -0.0219749 -0.0492559 -0.00543671
internal_weight=10066 4408.85 5657.17 3745.99 2331.62 3325.55 1646.95 1722.66 1827.75 2023.32 662.867 684.666 179.624 1196.94
internal_count=166708 123339 43369 119609 25326 18043 12262 40921 6095 78688 3730 13064 5291 25406
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=15
num_cat=0
split_feature=14 58 31 39 16 37 37 64 51 16 27 66 52 16
split_gain=1243.9 639.445 323.905 176.369 150.56 150.202 120.841 101.222 98.5382 82.4151 66.7977 65.326 62.0335 52.0725
threshold=0.99999997506830396 0.14339613215877603 0.011313103805698693 3.5000000000000004 0.98818541868288323 5.552913194237779 36.929109374649009 3.2384861814448418 2.1383330595080281 0.36454616691964764 0.057787639030282889 2.9511405419889827 654.1368460648149 0.44866990516083016
decision_type=2 2 2 2 2 2 2 8 2 2 2 10 8 2
left_child=1 5 3 7 6 9 12 10 -9 -1 -3 -7 -2 -10
right_child=4 2 -4 -5 -6 11 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.044609697117518381 0.0087756821653566641 -0.019977090447533787 0.032865229241950226 -0.065413015413463144 0.041424182025720971 -0.021704243636964538 0.027503667020866956 -0.0063432283422092941 0.0014884798708535774 -0.017800315385019094 0.002513782859024016 0.0091487918508054659 -0.032997442954753563 0.030268200920232847
leaf_weight=1420.7790389854345 852.31456048088148 980.13112289062701 663.63873014389537 117.75378570402972 993.60421669180505 791.39050967624644 1408.3049138993956 742.61178024136461 245.07413795730099 361.41481046652189 497.2402856212575 218.36421657697065 98.21993815258611 437.73897090996616
leaf_count=60464 5094 26520 2449 4905 3124 18183 6759 8819 3882 10604 7505 3640 1863 2734
internal_value=0.000383087 -0.0124145 0.00126371 -0.00568798 0.0251014 -0.030458 0.0182112 -0.0032435 0.00625986 -0.039186 -0.0124107 -0.0150297 0.00442907 0.0199559
internal_weight=9828.58 6476.14 3684.19 3020.55 3352.44 2791.95 2358.84 2902.8 1425.42 1782.19 1477.37 1009.75 950.534 682.813
internal_count=166545 149705 56814 54365 16840 92891 13716 49460 15435 71068 34025 21823 6957 6616
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=15
num_cat=0
split_feature=10 65 65 26 58 8 7 31 51 14 66 66 40 21
split_gain=1140.82 468.656 334.656 306.716 154.515 108.175 106.731 94.8843 86.1119 76.8292 72.149 67.3838 57.5036 49.9282
threshold=0.01807635764054771 1.0000000180025095e-35 1.0000000180025095e-35 0.99999992039410934 0.8951264701495415 0.26476041617438961 0.44654589741022888 0.0023748407149089151 2.249904835165133 0.74126395743271156 2.6882702476722748 1.9377217447323238 1.0000000180025095e-35 0.016001024065540197
decision_type=2 2 2 2 2 2 2 2 2 2 10 10 2 2
left_child=2 3 5 6 8 -1 -2 9 -3 12 -5 -10 -4 -8
right_child=1 4 7 10 -6 -7 13 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.046733148236437871 -0.027335458734932483 0.0065698026828444472 -0.030789109750281041 -0.00051701155444624635 0.048609749188812695 -0.018926715406080454 -0.018101842458632729 0.018863506752525159 0.013079187473202953 0.0061978978452833277 0.020384628277830351 0.041439334100850794 0.0097324771790187458 0.0027642641874650229
leaf_weight=1291.4437024723884 709.98842617761693 616.5071908258833 502.22804000362521 550.48169706598856 760.85236684791744 482.27714241016656 407.33629224833567 304.51418267376721 335.78932827094104 329.84116271213861 1649.9414051475469 561.29716390999965 105.494679271942 961.58494894637261
leaf_count=63110 22305 4493 12217 5141 1920 13674 8350 1492 1909 2688 9288 2104 2036 15380
internal_value=0.000188965 0.0118996 -0.0252555 0.00215 0.0302343 -0.0391875 -0.0116188 -0.00534471 0.0209713 -0.0132191 0.0151578 0.0308502 -0.0237505 -0.00345334
internal_weight=9569.58 6553.78 3015.8 4279.33 2274.45 1773.72 2078.91 1242.08 1513.59 937.564 2200.42 897.086 607.723 1368.92
internal_count=166107 70890 95217 60464 10426 76784 46035 18433 8506 16941 14429 4013 14253 23730
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=15
num_cat=0
split_feature=8 57 16 16 51 16 63 23 63 68 32 66 64 37
split_gain=1027.09 506.538 203.63 157.668 148.411 125.012 120.195 90.3137 87.3801 86.1997 70.5642 68.738 61.2561 59.6334
threshold=0.16033280843200584 3.5000000000000004 0.27291711800586105 0.99999995266856445 2.0126758453675748 0.46456462760256828 3.5000000000000004 0.49041630560342625 3.5000000000000004 8.5000000000000018 0.044252597108265762 2.5711901009749365 5.4183177007383536 1.1571033583644461
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 8 2
left_child=5 3 8 6 9 13 7 -2 10 -4 11 -3 -6 -1
right_child=1 2 4 -5 12 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.04832621451976718 0.014480558865254917 -0.02930276421697587 0.0080699674048238159 0.047272786605604827 0.010471722381493645 -0.0026659914335604579 -0.069851187292740022 0.037425168652044177 -0.064047556112610413 -0.020712914431489267 0.040975853821787603 -0.0077075519519032125 0.032450880568229291 -0.029033007141128199
leaf_weight=756.39508206308528 1789.187141561415 486.94408214988653 518.71878236276098 598.83408268261701 840.16754579544067 295.17332626786083 36.865759539417922 564.30608669947833 80.86647691775579 519.9646549653844 61.526896479190327 1510.1939378819079 509.60891481488943 866.70572717234609
leaf_count=36496 11498 14750 3994 1476 10866 5579 1260 2124 3597 11535 743 28219 2460 31920
internal_value=3.82914e-05 0.00837238 -0.00217386 0.0243431 0.00786019 -0.032608 0.0185813 0.0199956 -0.0133738 -0.0063448 -0.0113531 -0.0129849 0.0187878 -0.0380482
internal_weight=9435.46 7517.18 4527.99 2989.19 2388.46 1918.27 2390.36 2353.49 2139.53 1038.68 2058.66 1997.14 1349.78 1623.1
internal_count=166517 92522 76164 16358 28855 73995 14882 13622 47309 15529 43712 42969 13326 68416
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=15
num_cat=0
split_feature=17 65 21 61 31 7 10 64 51 52 10 31 39 37
split_gain=913.726 425.737 293.795 194.471 155.488 155.125 80.7812 76.303 111.816 67.5108 66.4056 61.2167 53.3526 49.731
threshold=0.050316455696202543 1.0000000180025095e-35 0.01709526592635886 0.99530183716798082 0.047140773976110543 0.20000264763683848 0.82475803157490868 3.2769667020129059 1.4978661367769956 7.2963946759259271 0.0024359789289978423 0.035878104261732942 1.5000000000000002 4.7985601844501824
decision_type=2 2 2 2 2 2 2 8 2 8 2 2 2 2
left_child=2 5 6 7 10 -2 11 -4 -9 -7 -3 -1 -5 -6
right_child=1 4 3 12 13 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.018881963914137337 -0.046325641136304108 -0.025612433233240219 0.0058215874493737678 0.038005506312052392 0.0016348677866734871 -0.0033464629178097506 0.025310859071735969 9.2088198715948634e-05 0.032010219394200935 -0.027670041470723983 0.00019866535413830039 0.024547016011785251 -0.050819819531843238 0.039232423610500229
leaf_weight=853.90317274455447 1011.588292309898 352.18607413946302 1672.2800392143254 1180.6510428173351 125.68189458176494 405.01836069767887 144.10825704596937 398.81075728789438 878.54703316761879 966.30800397226994 846.24354768852936 88.793328242260031 16.326698568300344 292.67943164240569
leaf_count=12562 51325 9458 17822 3755 709 12016 659 3659 4002 38036 11302 501 409 566
internal_value=-5.26164e-05 -0.0180423 0.013697 0.019761 0.00176242 -0.0314747 -0.00943669 0.0128557 0.0220528 -0.0204938 -0.00740155 -0.0147697 0.0367525 0.0279684
internal_weight=9233.13 3999.71 5233.42 4146.62 1616.79 2382.91 1086.8 2949.64 1277.36 1371.33 1198.43 942.697 1196.98 418.361
internal_count=166781 123412 43369 29647 22035 101377 13722 25483 7661 50052 20760 13063 4164 1275
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=15
num_cat=0
split_feature=37 65 65 37 7 10 58 18 61 16 20 37 11 52
split_gain=845.002 416.378 347.152 185.643 120.274 113.404 84.6412 81.3679 55.7696 55.4026 39.7215 38.4782 57.9844 36.6824
threshold=7.0425108986468752 1.0000000180025095e-35 1.0000000180025095e-35 36.929109374649009 0.32615514254959216 0.0062768984106162497 0.8951264701495415 3.1136509411065041 0.99530183716798082 0.99234221648568954 0.054299754299754303 42.562090179327861 1.5000000000000002 246.09741898148152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8
left_child=1 4 3 7 -1 13 11 10 -5 -7 -2 12 -4 -3
right_child=2 5 6 8 -6 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.043000691142839255 -0.021243859598279541 -0.0087717856112575453 0.036156581718612052 0.011056168161766182 -0.017314319253065515 0.0047466040080305439 0.044658280098609712 0.005578923715694936 0.032509102023827827 0.034172501304473732 -0.0025428344103691062 0.042914694578875021 0.0092984562162820548 -0.035538912452569314
leaf_weight=1294.6262537110888 774.02020347077632 448.96999708775547 294.92969593545422 1169.4412515783333 706.16766556355287 788.41611579374876 668.03636070527136 874.17110264743678 408.83360616513528 199.81791836116463 448.60082970914664 184.43042338779196 629.48381199676078 178.61381736135809
leaf_count=67924 16762 8568 860 9166 23413 8085 1890 10586 1488 481 8249 503 4117 4493
internal_value=2.85582e-05 -0.0187079 0.0124587 0.00368294 -0.033948 0.00017267 0.0305971 -0.00606598 0.0166304 0.010725 -0.0143898 0.0220932 0.0178972 -0.0164343
internal_weight=9068.56 3616.61 5451.95 3675.07 2000.79 1615.82 1776.88 2096.79 1578.27 988.234 1222.62 1108.84 924.414 627.584
internal_count=166585 112964 53621 46251 91337 21627 7370 35597 10654 8566 25011 5480 4977 13061
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=15
num_cat=0
split_feature=37 16 64 14 58 51 10 39 31 21 61 16 37 7
split_gain=793.336 308.458 269.855 170.306 107.729 105.864 101.575 92.3638 89.4337 69.0783 59.797 57.4667 51.1968 50.8291
threshold=7.0425108986468752 0.58621869710831731 4.0517471391904856 0.99999997506830396 0.14581888569606383 2.0126758453675748 0.49360650900570241 3.5000000000000004 0.0041460811585486085 0.016001024065540197 0.75167158395152456 0.66119543406422754 0.86967925151846515 0.31260414883094884
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 12 13 8 -6 11 -2 -5 -4 -1 -3
right_child=2 5 6 10 7 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.047053760516409623 -0.024485949715573468 0.0097095116885228192 -0.0019410866899913885 0.0014050546436314463 -0.0097026977780589503 0.028026852082981332 0.044742608376866944 -0.061842687214426165 0.038510682183845374 -0.0017346221038206757 0.020353038662009923 0.022646053600117809 -0.028519372882067726 -0.020364779354651513
leaf_weight=599.80726243322715 477.1225486000767 252.16102078359108 454.27530920901336 638.25673666247167 911.96031600839342 346.86944139143452 559.08874329086393 92.74521639890736 424.52138137165457 1104.5693537979969 1197.6453852317063 497.03484743577428 1005.6315552735468 314.96735632565105
leaf_count=31528 11148 2116 5092 5498 22322 3028 1652 4754 1176 20252 6216 2498 42907 6336
internal_value=-0.000264737 -0.0186833 0.0118634 0.00341346 -0.0274341 0.00630947 0.0267789 -0.0145725 0.0194518 -0.00860877 0.0137701 0.0109153 -0.035469 -0.00699936
internal_weight=8876.66 3524.14 5352.51 3417.59 2610.14 913.998 1934.92 1004.71 1375.83 1581.69 1835.9 951.31 1605.44 567.128
internal_count=166523 112991 53532 43114 101511 11480 10418 27076 8766 31400 11714 7590 74435 8452
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=15
num_cat=0
split_feature=17 31 7 20 64 21 72 52 48 52 52 10 37 10
split_gain=779.814 384.755 237.565 139.455 86.8262 77.3807 77.0269 75.2098 62.5516 62.3177 56.8758 54.3735 52.4336 46.5479
threshold=0.024695121951219517 0.0083732724082642759 0.33549317072441587 0.048003072196620589 3.6242520361853052 1.0000000180025095e-35 1.0000000180025095e-35 7.8660648148148153 1.0000000180025095e-35 114.80803819444445 942.13585069444457 0.0050953773606162945 2.5964401085452855 0.41742857028158881
decision_type=2 2 2 2 8 2 2 8 2 8 8 2 2 2
left_child=3 2 5 6 -5 -2 -1 -4 -9 11 12 -7 -3 -6
right_child=1 10 7 4 13 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00056297419859405195 -0.043523292456404732 -0.012164857202353288 0.0065026616461793477 0.015597634744780688 0.025323150872416433 -0.028755168114176902 0.029110024127456148 -0.019114394005078403 0.0047358665422983157 -0.036084492440952042 -0.060100061618560276 -0.00050791853569143706 0.029231737925198259 0.046276327934174674
leaf_weight=1199.5902280565351 787.28722706795088 87.427964373491704 665.67384986160323 1261.8756485064514 584.3344537508674 311.67754483473254 266.45984602684621 1186.2932085490611 357.2949952755007 540.57838299969444 19.875621151877567 374.38278502353933 584.42799411620945 492.77924808161333
leaf_count=10326 39444 992 12561 8911 2344 14815 1079 30248 6472 23204 635 11214 2994 1315
internal_value=-4.95724e-05 -0.0132046 -0.0188665 0.0169416 0.0245175 -0.0312831 0.00484637 -0.00753865 -0.0135943 -0.023398 0.0213398 -0.0133638 0.0238348 0.0349433
internal_weight=8719.96 4914.92 4223.19 3805.04 2338.99 2013.93 1466.05 2209.26 1543.59 1226.64 691.732 686.06 671.856 1077.11
internal_count=166554 142579 137958 23975 12570 88677 11405 49281 36720 49233 4621 26029 3986 3659
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=15
num_cat=0
split_feature=8 65 57 65 37 31 37 3 16 39 11 37 40 18
split_gain=682.718 287.564 252.069 120.303 98.4685 103.323 90.6757 75.7813 64.2741 56.5114 52.6846 53.6272 51.516 50.0549
threshold=0.27976110853608932 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 36.929109374649009 0.026011636959907224 38.505192952701712 1.0000000180025095e-35 0.44631881113797023 2.5000000000000004 1.5000000000000002 2.1775935355236729 1.0000000180025095e-35 2.5949446645751064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 5 8 9 10 13 -2 11 -3 -1 -4
right_child=2 7 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.039250299739179074 0.0035082661452435376 -0.0023451255801029258 -0.033058278108167707 0.033196727576025958 0.013474756515571654 0.024939495676793443 0.025822471342199595 -0.038162454518687626 0.00023542446957107595 -0.062361650126205675 -0.012649609533053939 0.027569992174440255 -0.013438504382202185 -0.010164820792279927
leaf_weight=1306.6193084104743 828.80688041163376 306.23187368735671 341.61729997539078 1114.9213615227491 974.71595529804472 250.88208219048101 634.38376548443921 122.96613396989414 1014.5322501987976 32.891387388226576 326.98697717813775 292.02145910181571 228.4356429525069 792.752489752369
leaf_count=69865 6910 5270 10707 3798 7590 1535 3069 3282 15143 1221 7507 1813 11789 16875
internal_value=-0.000164049 -0.0216423 0.00910774 0.0207694 8.10956e-05 -0.00536233 0.0114922 -0.00145029 -0.00890999 0.000924611 0.00346475 0.0122788 -0.0354204 -0.0170823
internal_weight=8568.76 2583.26 5985.5 2611 3374.5 2399.78 1496.08 1048.21 2148.9 861.698 925.24 598.253 1535.05 1134.37
internal_count=166374 99526 66848 14998 51850 44260 11200 17872 42725 8131 14590 7083 81654 27582
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=15
num_cat=0
split_feature=10 65 65 37 10 7 31 8 31 20 75 72 17 40
split_gain=634 294.035 209.654 189.909 94.439 83.2153 80.1317 77.4608 76.6309 61.0028 50.8276 49.493 47.809 38.6002
threshold=0.01807635764054771 1.0000000180025095e-35 1.0000000180025095e-35 36.929109374649009 0.41742857028158881 0.44654589741022888 0.0023748407149089151 0.25058174940217282 0.085304202308200558 0.019049346879535561 1.0000000180025095e-35 1.0000000180025095e-35 0.075378787878787892 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 8 -2 12 -1 9 -3 -11 -5 -4 -7
right_child=1 4 6 11 -6 13 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.040914416244810917 -0.024283422256749836 -0.0064395575660098035 0.0023598588347218713 0.009968445582287426 0.042008003381087601 -0.0053604413924898441 0.0190772315649009 -0.01601993627062822 0.041240983079429021 0.033888933794646373 0.0092471270991273721 0.031933379631609235 -0.021858738665270664 0.01669449233192144
leaf_weight=1013.7037316710848 584.71458162540512 321.21831168490462 341.56087768170983 1133.7383307289565 549.05906072538346 1576.9724055570841 271.99915997311473 454.24619373684982 279.47896696999669 346.13891178544145 529.6663418673561 331.12483763485216 503.49109304085141 225.93639665842056
leaf_count=62304 22026 2976 2885 8976 1544 25811 1500 14519 621 1363 3983 1373 14182 2465
internal_value=-0.000180218 0.0088951 -0.0208121 0.000784809 0.0243123 -0.00790966 -0.00448197 -0.0332272 0.017708 0.0121837 0.0190137 0.0149519 -0.0120786 -0.00258885
internal_weight=8463.05 5878.05 2585 3852.49 2025.56 2387.62 1117.05 1467.95 1476.5 1197.02 875.805 1464.86 845.052 1802.91
internal_count=166528 71138 95390 60651 10487 50302 18567 76823 8943 8322 5346 10349 17067 28276
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=15
num_cat=0
split_feature=10 65 61 65 21 31 37 31 63 64 37 27 58 52
split_gain=580.212 271.037 220.486 141.612 99.1665 82.6606 81.3585 68.1742 63.0072 57.5557 56.0346 51.1569 48.7218 47.0666
threshold=0.030195136142660471 1.0000000180025095e-35 0.98385691914169338 1.0000000180025095e-35 0.016001024065540197 0.0029996711360067464 4.0099912435772547 0.0011879254756752143 1.5000000000000002 3.0677824455408698 58.455042875518849 0.068298408256968826 0.12220324105912704 47.759062500000006
decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 8
left_child=1 6 3 4 -2 12 -1 10 9 -4 -5 -6 -3 -14
right_child=2 5 8 7 11 -7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.039113627489017727 -0.017512451010774765 -0.023191370817509705 0.019344049703572081 0.006030879408215558 -0.0045684818611532061 0.020061946459312596 -0.01686244575857998 0.036155376347057872 -0.053607930441118168 0.040570101225537253 0.046067055477679156 0.011683975314784942 0.015494503886163545 -0.011598704712099239
leaf_weight=1037.6118430521165 753.9901371212909 338.85258162539685 675.33977994765155 771.00112119631376 934.2706214133359 361.34841566206887 683.70086231833557 372.03527234960347 22.36308185645612 611.03148556826636 97.641391733661294 1003.1138740006718 282.35784651141148 368.11084407469025
leaf_count=64734 16824 9891 3257 5757 17257 1744 23143 998 570 1785 278 11034 3097 5778
internal_value=0.000109826 -0.0171405 0.0102228 0.00430321 -0.00214029 -0.000372096 -0.0302904 0.0182714 0.0279911 0.0294502 0.010579 0.00384819 -0.00784833 0.000167746
internal_weight=8312.77 3071.98 5240.79 3932.05 2691.37 1350.67 1721.31 1240.68 1308.73 1286.37 868.643 1937.38 989.321 650.469
internal_count=166147 108387 57760 52148 45115 20510 87877 7033 5612 5042 6035 28291 18766 8875
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=15
num_cat=0
split_feature=17 65 7 31 65 10 64 32 52 52 21 52 72 21
split_gain=551.381 338.848 217.455 127.574 111.909 95.8364 61.7678 59.2643 54.6958 52.4317 48.8997 48.2315 47.8072 51.1115
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.33549317072441587 0.0029996711360067464 1.0000000180025095e-35 0.0024359789289978423 8.74390623031484 0.15550073834616265 11.775335648148149 64.95576388888891 0.030536130536130541 143.0462152777778 1.0000000180025095e-35 0.052982456140350888
decision_type=2 2 2 2 2 2 8 2 8 8 2 8 2 2
left_child=4 2 7 5 6 -3 12 11 -4 -7 -10 -2 13 -1
right_child=1 3 8 -5 -6 9 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0051597475168814952 -0.028644368122053877 -0.025238394247877077 0.0020554952738208987 0.025138687607146677 0.034359885078551616 0.014192988576080787 -0.055758251580315013 0.038868978222684071 -0.029517494816254375 -0.0061446502557015135 -0.0083290854431820639 -0.048559023913276086 0.02898454190085889 0.015327398781305838
leaf_weight=440.66693062649574 788.01114133742522 333.73932269195211 738.80719531996874 627.4299470812548 801.0516772759147 686.74248190264916 32.111101425078232 25.893848079605959 399.22239175747382 586.92456298554316 855.91512805139064 502.55191263482266 377.58304619183764 980.7908024553908
leaf_count=3472 44946 9954 14795 2538 2273 6656 963 703 12388 7542 20604 31317 1549 6803
internal_value=-5.92762e-05 -0.0090042 -0.0191573 0.00603718 0.0187812 -0.00142983 0.0119511 -0.0349214 -0.00873719 0.00482364 -0.0150866 -0.0364308 0.01319 0.008977
internal_weight=8177.44 5545.24 3310.4 2234.84 2632.2 1607.41 1831.15 1316.46 1993.94 1273.67 1255.14 1290.56 1799.04 1421.46
internal_count=166503 151443 124753 26690 15060 24152 12787 76966 47787 14198 32992 76263 11824 10275
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=15
num_cat=0
split_feature=17 31 21 58 52 51 64 8 31 48 26 32 50 52
split_gain=491.013 257.611 209.891 115.391 106.334 87.9916 85.1282 62.2671 58.5049 58.0852 50.8962 48.1066 44.9127 48.9254
threshold=0.075378787878787892 0.046447210571861582 0.029631255487269536 0.98083071319470727 40.69439814814816 1.2424533248940002 4.0689902272260703 0.038888485312221679 0.061970166867221795 1.0000000180025095e-35 2.1538313125362154 0.033590404204479604 52.500000000000007 15.549421296296297
decision_type=2 2 2 2 8 2 8 2 2 2 2 2 2 8
left_child=2 4 8 5 7 -4 -7 -2 10 11 12 -6 13 -1
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00079052592748199446 -0.038539292132490882 0.021981087566900925 -0.0062466397259139236 0.030772649378558094 -0.036958113077485741 0.007732196781694141 0.027552698755697942 -0.0061155813229173744 0.032488465321844039 -0.0038748581287996967 0.016461746139203641 0.019232302553683054 -0.063135561447404745 -0.02385630208519637
leaf_weight=420.71835176515742 172.56483871411183 384.52750978816766 627.80173166602617 903.50706997956149 1170.432146263418 1520.1209175081458 841.72630129358731 1012.3560713014158 78.895935857784934 169.62747025885619 138.43923575244844 38.788650791859254 46.834118186612613 506.07148820886505
leaf_count=5623 9927 2192 8443 3626 59118 18908 4182 34436 418 5578 796 789 954 11305
internal_value=9.03915e-05 -0.0161401 0.00950382 0.0151219 -0.021864 0.0103834 0.0148046 -0.0108661 -0.00885865 -0.0313004 -0.0118186 -0.0351413 -0.0158525 -0.0133977
internal_weight=8032.41 2948.3 5084.12 3893.16 2563.77 2989.65 2361.85 1184.92 1190.96 1378.85 1112.06 1209.22 973.624 926.79
internal_count=166295 112040 54255 35159 109848 31533 23090 44363 19096 65485 18678 59907 17882 16928
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=15
num_cat=0
split_feature=61 37 10 31 31 18 21 64 24 68 32 40 39 33
split_gain=471.891 206.952 154.988 136.797 132.857 91.819 91.1592 73.209 55.1345 52.7628 44.0486 39.3947 35.8544 31.6237
threshold=0.59208717314387282 2.5964401085452855 0.46467629182625197 0.0043517236158328284 0.0083732724082642759 3.0350327961177785 0.016807909604519777 2.740319461670996 0.32111426259404335 9.5000000000000018 0.033037944164853068 1.0000000180025095e-35 1.5000000000000002 0.024912230550632623
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=1 11 3 6 5 8 -2 -4 10 12 -3 -1 13 -8
right_child=2 4 7 -5 -6 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.036195928448412559 -0.01769636806035987 -0.025390452915973735 0.014777529826708295 0.035932448423055117 0.017547160780259086 0.0010984113948785082 0.010163458472192738 0.038792969269743148 0.039706194396984695 -0.0059575176420981011 0.023225570529571988 -0.010847158279899813 -0.046324966715807304 0.051702076705666879
leaf_weight=907.72887311046361 519.31790131615708 1008.223140341579 731.55769666773267 314.34474963182583 489.72822757833637 812.46752403932624 1543.4250113837479 562.31523743690923 35.189751495141536 704.16579345686478 48.096457459731027 185.66449937713332 26.391830803826451 46.300260091898963
leaf_count=52392 13197 34050 4659 1503 3182 13032 13072 2141 264 17687 753 9148 1104 205
internal_value=-0.000124289 -0.013893 0.0106711 0.00468966 -0.00565538 -0.0116295 0.00121964 0.0252365 -0.0210958 0.00545916 -0.023157 -0.0319054 0.0104342 0.011405
internal_weight=7934.92 3487.1 4447.82 3153.95 2393.71 1903.98 2839.6 1293.87 1091.51 2320.28 1056.32 1093.39 1616.12 1589.73
internal_count=166389 112821 53568 46768 51281 48099 45265 6800 35067 32068 34803 61540 14381 13277
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=15
num_cat=0
split_feature=17 31 7 16 21 52 64 73 58 51 18 32 16 52
split_gain=444.365 226.607 160.651 117.011 80.7628 87.1294 73.3545 65.6954 49.1834 48.7295 42.8744 42.8466 41.987 38.1712
threshold=0.016530054644808747 0.0029996711360067464 0.14151578314994787 0.2088084993848979 0.016001024065540197 160.10991319444449 4.6586997221347959 1.0000000180025095e-35 0.27837301258042274 1.4978661367769956 2.7489451757341636 0.16044718663864152 0.42401494678559187 942.13585069444457
decision_type=2 2 2 2 2 8 8 2 2 2 2 2 2 8
left_child=3 2 12 7 11 8 -5 10 -6 -8 -1 -4 -2 -3
right_child=1 13 4 6 5 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.025513933963068509 -0.037991075753287543 0.018313642267939488 -0.027068208294346554 0.012036031443602697 -0.007309714782870097 -0.020363065754417209 0.014890463515845782 0.023364488905423492 0.010910229227767658 0.038658900038573751 0.00070448932416369956 0.0208764041102487 -0.0044277056002610237 -0.05533895169550182
leaf_weight=190.14708563376917 781.72850976744667 643.31646308209747 688.34480175036151 1141.9255310883746 726.16046509197622 618.22164949848957 325.75530931609683 273.91914111934602 753.98544641048647 647.79697608621791 846.02205250551924 49.261671327054501 106.09380100620911 17.136979281902313
leaf_count=2730 48416 4400 30264 8774 24555 19926 1298 1279 10447 1949 7980 858 2662 710
internal_value=-0.00011082 -0.0106522 -0.0154394 0.0133798 -0.00962207 -0.0046145 0.0206492 0.00163463 0.00197261 0.0307293 -0.00412681 -0.0238423 -0.0339898 0.0163218
internal_weight=7809.82 4384.25 3723.8 3425.57 2835.97 2098.37 2115.48 1310.09 1480.15 973.552 1036.17 737.606 887.822 660.453
internal_count=166248 142238 137128 24010 86050 54928 12021 11989 35002 3247 10710 31122 51078 5110
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=15
num_cat=0
split_feature=8 17 64 51 64 63 63 32 16 61 68 37 58 51
split_gain=393.596 207.826 135.021 152.655 79.1779 90.6887 73.7107 72.3366 54.8402 45.5213 44.7377 39.4583 38.1503 33.0685
threshold=0.1321145900901344 1.0000000180025095e-35 4.1971736807086968 1.4978661367769956 5.0336952619030333 1.5000000000000002 3.5000000000000004 0.15550073834616265 0.37879929704256754 0.54762608036444671 2.5000000000000004 4.6134036817073651 0.14339613215877603 2.0126758453675748
decision_type=2 2 8 2 8 2 2 2 2 2 2 2 2 2
left_child=8 4 9 6 10 -6 7 -4 11 -3 -2 -1 -5 -11
right_child=1 2 3 12 5 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.036780407813896257 0.017307640318504246 -0.020348840702422044 -0.011462144152712704 -0.0038245031992802103 0.034046767340347707 -0.060351900254090256 -0.059863571441247203 0.052549258650219921 -0.0059630100384193635 -0.016959511348289047 0.00085682639439691821 -0.011273027023147704 0.02110280386917195 4.9163379618460436e-05
leaf_weight=752.45430214321095 1042.1959620739799 763.47475974886038 529.27064929035259 177.85375490412116 688.20655326335691 25.530908979417291 70.860249585770362 47.152884715236723 267.61671521951212 408.29391481218045 684.59393792692572 191.22582515241811 1106.8995974302525 946.84695419277705
leaf_count=50726 5749 29147 8048 2720 2134 867 4887 454 8104 11512 6242 6990 7395 21733
internal_value=0.00018446 0.00506795 -0.00187694 0.0076803 0.0165907 0.0305903 -0.012108 -0.00614391 -0.0259681 -0.010592 0.0107899 -0.031629 0.0176517 -0.00508415
internal_weight=7702.48 6491.18 4050.65 1932.04 2440.53 713.737 647.284 576.424 1211.3 2118.62 1726.79 943.68 1284.75 1355.14
internal_count=166708 100888 85896 23504 14992 3001 13389 8502 65820 62392 11991 57716 10115 33245
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=15
num_cat=0
split_feature=10 20 65 57 31 10 7 31 16 51 64 15 32 21
split_gain=381.88 189.79 119.479 108.117 84.4264 64.6274 50.9935 47.1103 40.6465 41.5269 39.883 37.6583 34.8466 37.1708
threshold=0.013420430890919226 0.015038444142921758 1.0000000180025095e-35 3.5000000000000004 0.088697393771489622 0.44012277380617321 0.33112953591753358 0.0023748407149089151 0.49358640742463389 1.4978661367769956 2.4414009612931857 1.1010873737151325 0.15550073834616265 0.031498015873015879
decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=2 4 6 10 5 12 -1 -4 -5 -10 -3 -11 13 -2
right_child=1 3 7 8 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.03692314088996506 -0.021163140327039819 0.013893136163509049 -0.011626125513253233 -0.0017677892146665789 0.025976864319539911 0.0079532031379349315 -0.013897130796777166 0.01464945689606195 -0.0027144916384907211 0.043787959133486584 0.030556038857346632 0.013975110477959652 0.034280405426117516 -0.0039928898073673556
leaf_weight=746.48978065153642 874.68297890237591 590.14676697237883 663.25586643183487 865.58877012800076 196.79564614698756 456.19264759274665 357.04206486142357 228.59948051534593 318.52188151027076 124.45049327576999 927.56021349155344 695.79202742833877 35.951053134980612 493.32236363366246
leaf_count=56480 25569 4342 15817 17529 966 3278 13743 1368 4762 533 4123 7960 486 9467
internal_value=0.000266392 0.00698076 -0.0185007 0.0140269 -0.00508518 -0.0083836 -0.0294925 -0.00488233 0.00639871 0.0126023 0.0240902 0.0185462 -0.0136939 -0.0149787
internal_weight=7574.39 5579 1995.39 3522.06 2056.94 1860.15 1103.53 891.855 2004.35 1138.76 1517.71 820.243 1403.96 1368.01
internal_count=166423 79015 87408 39249 39766 38800 70223 17185 30784 13255 8465 8493 35522 35036
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=15
num_cat=0
split_feature=8 65 16 52 21 9 3 44 32 40 26 75 51 26
split_gain=337.244 173.549 149.993 105.951 82.5996 59.164 58.8789 57.4794 55.6357 40.2816 39.5496 39.4382 34.4708 32.8365
threshold=0.27976110853608932 1.0000000180025095e-35 0.99667709291452389 825.74211226851855 0.016001024065540197 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.16539416135829432 1.0000000180025095e-35 1.4152379595081197 1.0000000180025095e-35 1.4978661367769956 2.3126849903944025
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 7 -6 11 -2 10 -1 -5 -3 -7 -9
right_child=2 6 -4 8 5 12 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.033333099687798816 0.024348019521201261 0.012496981890806644 0.029908895894445359 -0.036727507991141016 0.016685883360144815 -0.010294118715678289 -0.03739645473492411 -0.013956386600887822 0.037361919346531852 -0.0083785826933515696 0.015860195161755981 -0.0096938379604669805 0.0069460406257793698 0.015618340239407547
leaf_weight=1022.280227762647 132.81176863843575 499.71721302520018 607.67340513411909 269.21173889780766 1549.7025228152052 370.75123803538736 96.722545010969043 840.96506851277081 33.374407374707516 193.02473773865495 40.630964610958472 332.70294258900685 1317.1859881471028 104.79359772242606
leaf_count=69843 642 6444 2837 7998 10687 6752 3275 16665 408 11797 384 8154 19464 678
internal_value=-0.000239834 -0.0169506 0.00656572 0.00351558 0.0056434 0.00963496 -0.000679342 -0.00633624 -0.023182 -0.0293798 -0.0298026 0.00362673 0.00315543 -0.0106664
internal_weight=7411.55 2144.45 5267.1 4659.43 4316.21 3237.64 929.143 1078.57 343.217 1215.3 309.843 832.42 1687.94 945.759
internal_count=166028 99513 66515 63678 54888 36903 17873 17985 8790 81640 8382 14598 26216 17343
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=15
num_cat=0
split_feature=8 31 10 21 52 61 61 31 52 40 64 52 64 42
split_gain=323.153 147.515 160.547 124.837 92.256 57.7665 56.9727 45.4785 44.889 41.278 40.9283 40.7155 38.9585 37.688
threshold=0.16033280843200584 0.00056682814348674529 0.44012277380617321 0.021980676328502421 187.85285300925929 0.65367409425955747 0.58273033867688873 0.0022825490011757492 2150.0996238425928 1.0000000180025095e-35 4.0517471391904856 6.2942824074074082 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 8 2 2 2 8 2 8 8 10 2
left_child=6 2 3 11 5 -5 7 9 12 -1 -4 -2 -3 -13
right_child=1 8 10 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.034572234750656322 -0.0044583489963086267 0.03341303822129249 0.011185340609210994 -0.0035673551418624774 -0.01343195423576822 0.01362416647962374 0.002966313762318532 0.0021744818663613622 -0.062521705429344265 -0.0078162996269507228 0.03073944413536242 -0.030484090732019312 0.01121951555049366 0.013446256310038103
leaf_weight=835.98945511560305 304.43126795811986 552.5198115860112 1069.0784248232376 789.09944506397005 745.33143109767116 1280.8345333023317 192.1559192968416 123.45447775220964 13.821599057526326 174.97356231129379 357.04369199951179 573.09913408800639 309.83069511898793 52.802412763936445
leaf_count=56713 7052 1659 8129 18447 16207 13720 5454 1961 480 9740 1584 21393 2911 869
internal_value=0.000141518 0.00504427 0.0018282 -0.00360821 0.00164071 0.00707186 -0.0221972 -0.0264585 0.0240038 -0.0299537 0.016099 -0.0194766 0.0254614 -0.0267625
internal_weight=7374.47 6047.89 5171.72 3745.6 2815.27 2069.93 1326.57 1134.42 876.172 1010.96 1426.12 930.333 862.351 625.902
internal_count=166319 92451 87401 77688 48374 32167 73868 68414 5050 66453 9713 29314 4570 22262
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=15
num_cat=0
split_feature=58 52 68 20 37 39 28 18 51 16 66 75 31 51
split_gain=313.432 181.559 121.995 91.6111 73.3661 54.1535 45.6667 45.5604 43.2058 54.4712 40.6436 39.9596 34.7211 45.6887
threshold=0.080063296380544477 825.74211226851855 9.5000000000000018 0.019049346879535561 0.86967925151846515 3.5000000000000004 0.030797549780138267 3.0759878114936323 2.1383330595080281 0.29762840726783785 3.5685799834879703 1.0000000180025095e-35 0.095581391632267323 5.7853612818482238
decision_type=2 8 2 2 2 2 2 2 2 2 8 2 2 2
left_child=4 2 3 6 -1 10 12 -6 -4 -10 -3 -5 -2 -14
right_child=1 5 8 11 7 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.038399782975988284 0.0026209400636026613 -0.024318535097210301 -0.015022400227520867 0.032879276853953796 -0.020696167316783684 -0.059398597134969477 -0.030373063039469947 -0.0019511084949361671 -0.0086018351966648723 0.014227291836746897 0.0111435245983771 0.016723041677393798 0.033711270695663369 -0.028933405341087667
leaf_weight=361.32487507000042 1067.5599257280701 312.73628938719048 492.66315339344146 499.63019597274251 790.65022502634383 82.30022021428158 89.419875305524329 549.30620996869402 516.47293439907662 526.86885290179634 108.15810243054875 1653.3431068441132 190.35304620221723 33.534800858236849
leaf_count=26901 12433 8117 15395 2066 36460 6866 2135 12006 20176 8102 1472 13342 688 121
internal_value=0.000349487 0.00608421 0.00892845 0.0140408 -0.0184288 -0.0225332 0.00398435 -0.0130189 -0.00283478 0.00292905 -0.015201 0.0204859 0.00638492 0.0242412
internal_weight=7274.32 5573.04 5069.85 3533.84 1701.28 503.195 1380.87 1339.96 1536 1043.34 420.894 2152.97 1291.45 223.888
internal_count=166280 90913 74458 30785 75367 16455 15377 48466 43673 28278 9589 15408 13242 809
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=15
num_cat=0
split_feature=8 17 31 65 21 51 65 13 58 32 48 32 66 21
split_gain=279.665 146.886 139.926 82.612 73.54 61.1926 53.0781 39.2878 36.5325 36.4888 35.5446 32.7526 31.2776 36.9863
threshold=0.1321145900901344 1.0000000180025095e-35 0.011313103805698693 1.0000000180025095e-35 1.0000000180025095e-35 2.3502401828962087 1.0000000180025095e-35 1.0000000180025095e-35 0.13903303294265904 0.031750072375435222 1.0000000180025095e-35 0.15550073834616265 3.2890133987699608 0.053812741312741323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2
left_child=6 3 4 7 11 9 -1 -2 -7 10 -6 -3 13 -9
right_child=1 2 -4 -5 5 8 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.032011542233269755 -0.05713996821998682 -0.022633366186516929 0.02046755142961287 0.029098241580001932 -0.014777656749460345 -0.0094955915456384696 -0.0090118000898149198 -0.0097974161862453262 0.010480841391126008 0.054089710835152432 0.0082640517300252795 0.018947929537427619 0.017642802040304387 0.010420976529175778
leaf_weight=689.9568714878551 21.874814104055986 700.95109618142305 582.10416962846648 643.1729956890922 1023.4753997005319 299.25292675246601 395.431462925917 346.91388114297297 963.08948330987187 20.929263309866656 199.38289684813935 50.045248171663843 622.98057479329873 645.78399894037284
leaf_count=54427 860 28678 3751 2217 24242 10003 11412 3107 15126 414 2843 852 3881 4971
internal_value=-0.000269641 0.00387979 -0.00209087 0.0139269 -0.00612749 -0.0020118 -0.0236482 0.00795407 0.00574143 -0.00987897 -0.0110171 -0.0198409 0.00887018 0.00335259
internal_weight=7205.35 6119.96 3839.23 2280.73 3257.13 2506.13 1085.39 1637.55 1262.34 1243.79 1222.86 750.996 1615.68 992.698
internal_count=166784 100945 85909 15036 82158 52628 65839 12819 25129 27499 27085 29530 11959 8078
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=15
num_cat=0
split_feature=61 35 51 64 32 52 58 39 21 64 46 40 50 52
split_gain=259.132 129.592 121.179 125.868 75.7113 62.2539 55.223 52.5226 40.1323 38.4609 34.7602 30.5778 30.2527 30.8298
threshold=0.65367409425955747 1.0000000180025095e-35 1.4978661367769956 3.2769667020129059 0.033037944164853068 40.69439814814816 0.28338616328151051 1.5000000000000002 0.016807909604519777 3.8815106545092593 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0287673611111112
decision_type=2 2 2 8 2 8 2 2 2 8 2 2 2 8
left_child=1 4 7 8 5 9 12 10 -4 -1 -2 -7 13 -3
right_child=2 6 3 -5 -6 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.019793612233002158 -0.013516865849212793 0.010580992466501363 -0.0076931405689911574 0.028970062303136486 0.036468686614793737 -0.038149287318622292 0.014071448640481925 -0.047361547649962754 0.010971198328648499 0.0085736816782229202 0.0064431546759285366 -0.010573256348711105 -0.024019859640033791 -0.0069157730482186158
leaf_weight=409.04709754599025 382.17059597925982 314.34836277604336 378.35732878820272 1028.9810196462204 53.363058472692501 605.21392656090757 438.34444073034683 68.28033877301641 1197.1740424029267 167.95453525695484 505.4493186508189 121.64230657590088 199.6374244694307 1248.5721383758937
leaf_count=24445 6698 5419 6284 5829 638 41303 4155 4100 13886 4527 4384 6822 5777 31974
internal_value=0.000255287 -0.00928619 0.00979056 0.0153772 -0.0214314 -0.0238272 -0.00179033 -0.00543145 0.006487 -0.0115359 -0.0021563 -0.0335552 -0.00574086 -0.00339215
internal_weight=7118.54 3558.12 3560.41 2604.51 1357.22 1303.86 2200.9 955.9 1575.53 577.002 887.62 726.856 1762.56 1562.92
internal_count=166241 125060 41181 25999 77735 77097 47325 15182 20170 28972 11082 48125 43170 37393
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=15
num_cat=0
split_feature=58 52 64 57 17 18 51 63 16 37 32 18 52 17
split_gain=238.089 137.593 155.557 84.6222 76.9193 64.5206 52.7405 50.0674 47.1717 38.4637 37.9042 36.6072 33.9007 29.4925
threshold=0.081624693358320358 677.16820023148159 3.1984648276080736 1.0000000180025095e-35 1.0000000180025095e-35 3.0839746915028861 2.0126758453675748 3.5000000000000004 0.33954840517526935 3.5331277373944778 0.15550073834616265 2.9747964984714783 6.782800925925927 0.12579113924050636
decision_type=2 8 8 2 2 2 2 2 2 2 2 2 8 2
left_child=5 2 4 -4 -2 12 13 10 9 -8 11 -3 -1 -5
right_child=1 7 3 6 -6 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0096826907983069491 0.0090348191957964653 -0.032239700518585622 0.038543816519687281 0.0074272008848250181 -0.008453885362980992 -0.0037204434586707909 -0.019847006398689776 -0.058109078639823467 0.025979481073162808 0.0137381998120698 0.04739254034751858 -0.0028461943550570261 -0.029999238192071561 -0.016837939308108223
leaf_weight=285.65013649671164 1109.7650612966972 198.09075371432118 380.11928815324791 479.08856736251619 1447.7796455564385 600.15257650356216 108.1777688532602 71.02652151138318 810.43652228091378 388.73855126515264 23.522646136581898 226.8192258971394 740.92933989156154 168.41588729986688
leaf_count=13077 8071 6522 1448 3588 44215 16393 3060 6869 5074 3561 221 3811 46633 3973
internal_value=1.40813e-05 0.00505609 0.00765477 0.0169826 -0.000864654 -0.016753 0.0127725 -0.0193872 0.0185486 0.00640159 -0.0131385 -0.0165928 -0.024361 0.00109961
internal_weight=7038.71 5411.98 4892.52 2334.98 2557.54 1626.73 1954.86 519.459 1307.35 496.916 448.433 424.91 1026.58 647.504
internal_count=166516 90413 72990 20704 52286 76103 19256 17423 11695 6621 10554 10333 59710 7561
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=15
num_cat=0
split_feature=58 52 64 17 10 14 51 63 16 27 20 17 10 31
split_gain=245.893 133.794 140.664 87.3748 80.134 68.2503 51.9098 49.0556 39.9051 31.3132 28.4791 28.0561 27.8206 25.8877
threshold=0.081624693358320358 677.16820023148159 3.6242520361853052 1.0000000180025095e-35 0.15183100320655532 0.4748944495327963 2.249904835165133 2.5000000000000004 0.33954840517526935 0.027816913936747806 0.22649572649572652 0.68857758620689669 0.5252266800559372 0.0052191357688619903
decision_type=2 8 8 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 -1 10 12 -8 -5 -4 -11 -3 -6
right_child=1 7 4 9 13 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.028679698288430075 0.010247755120315106 -0.017488053486968122 -0.0080133917577400737 -0.014539059542083236 0.025403918085805943 -0.007836054618458094 0.0041677872393134025 -0.054065116464903196 0.026653415133544824 0.0016310279773222352 0.017723783205968742 -0.063242417928464523 0.018162637027603037 0.047987928998578018
leaf_weight=711.9576433703478 1183.9502852110309 366.84012385111419 425.12093243509298 814.16324899984465 600.59478738624603 876.76895827760745 319.89838457058067 82.823293440385896 515.71388201520313 662.35905873996671 142.74785750545561 16.095593567370088 63.448204232612625 162.70328047592193
leaf_count=49489 8494 9282 5909 31983 3068 26596 4215 7728 3270 13197 1361 857 429 524
internal_value=7.9711e-05 0.00520384 0.0077768 0.000109115 0.0172441 -0.0171889 0.0101409 -0.0190507 0.0180605 -0.00793437 -0.00152393 1.16345e-06 -0.0122013 0.0302744
internal_weight=6945.19 5356.46 4843.35 2676.57 2166.78 1588.73 1403.48 513.112 835.612 1492.62 567.869 678.455 430.288 763.298
internal_count=166402 90317 72878 54531 18347 76085 14755 17439 7485 46037 7270 14054 9711 3592
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=15
num_cat=0
split_feature=60 57 52 64 64 51 61 23 65 37 17 16 40 28
split_gain=219.303 109.426 72.0466 66.205 61.8572 51.7202 49.176 43.6221 42.8866 37.0127 31.3854 27.7343 27.2163 26.7031
threshold=0.1321145900901344 3.5000000000000004 160.10991319444449 5.0005792898547883 2.602003343538398 2.249904835165133 0.56180244916747968 0.28575892353471605 1.0000000180025095e-35 49.539953236699027 0.083920187793427234 0.99999995266856445 1.0000000180025095e-35 0.42269906175625438
decision_type=2 2 8 8 8 2 2 2 2 2 2 2 2 2
left_child=8 4 3 6 9 7 -3 11 12 -2 -4 -6 -1 -5
right_child=1 2 10 13 5 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.034247960955451032 -0.0028354631660367055 -0.012519243684427431 -0.0065701740069647289 0.014736898722204204 -0.0082135791797957238 0.028738583539895914 0.0039575046083761044 0.039807655871842935 -0.0079282996831445806 0.018651502929992857 -0.026104450331707815 0.018642091772039061 -0.0076866359959053407 -0.041611540367847151
leaf_weight=516.39866021015041 705.08752173854737 780.89351689485193 541.7774153505743 897.63698878634023 274.23184560023947 717.41894631355535 1075.2524299440265 87.404275962617248 374.39270903120632 278.90028699941467 331.36260738888814 146.74443536391482 119.3764725716901 20.588296561181778
leaf_count=45811 6967 26314 9849 7377 3580 3562 22436 372 11404 1686 17429 599 8514 539
internal_value=0.000120743 0.00383229 -0.00148744 0.00245566 0.0126098 0.0201004 -0.00297739 0.00787779 -0.0213826 0.00326753 -0.0140049 0.0011698 -0.0292806 0.0134296
internal_weight=6867.47 5857.3 3647.51 2774.37 2209.79 1225.8 1856.15 508.381 1010.17 983.988 873.14 420.976 635.775 918.225
internal_count=166439 100710 83944 56666 16766 8113 48750 4551 65729 8653 27278 4179 54325 7916
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=15
num_cat=0
split_feature=17 21 65 51 64 52 51 10 7 57 11 52 50 10
split_gain=214.286 126.121 96.7742 65.9104 84.3727 58.7334 43.5923 39.1063 38.0559 30.9299 30.7085 29.6933 29.4305 31.3641
threshold=0.075378787878787892 0.021980676328502421 1.0000000180025095e-35 1.2424533248940002 4.8789996228937618 8.736828703703706 2.249904835165133 0.82475803157490868 0.076173712389588089 29.500000000000004 14.500000000000002 1.4937905092592596 51.500000000000007 0.0025954950781418838
decision_type=2 2 2 2 8 8 2 2 2 2 2 8 2 2
left_child=1 7 5 -3 9 -2 11 12 -7 10 -5 -4 13 -1
right_child=2 3 6 4 -6 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.05244131602565695 -0.0045598655049246426 -0.0020990706657635157 0.019157182198338882 0.00687511940185093 0.027398481420100519 -0.0474681995417916 0.0079020858484783168 0.01785856857842217 -0.022295991650308308 -0.0068147845104339945 0.022491878996001843 -0.017838959885088788 -0.05027981841256806 -0.0082250899321313388
leaf_weight=41.425470808841055 405.72825281863334 722.26913783239434 62.474431040813215 1084.3111597472453 899.738984319265 187.35408612369793 636.62984304217389 116.447938850426 768.62310027554486 273.59101006342098 443.4506568707875 377.11532852583332 48.759235452511348 752.26200025457365
leaf_count=2206 21123 9539 863 12796 4518 19345 9073 706 51359 5086 3929 10424 1044 14539
internal_value=0.000216546 0.00682658 -0.0116632 0.0113153 0.0149017 -0.0205143 -0.00045542 -0.00919364 -0.0272737 0.00864808 0.0114198 -0.0125495 -0.0129497 -0.010596
internal_weight=6820.18 4382.26 2437.93 3423.36 2701.09 1361.71 1076.22 958.895 955.977 1801.35 1527.76 439.59 842.447 793.687
internal_count=166550 54363 112187 35868 26329 91827 20360 18495 70704 21811 16725 11287 17789 16745
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=15
num_cat=0
split_feature=61 31 52 10 64 18 52 51 23 21 11 51 23 68
split_gain=189.923 125.752 105.395 83.7441 82.2947 54.1668 48.8005 39.5725 35.7646 35.5989 31.7461 28.2368 26.8064 26.4849
threshold=0.65367409425955747 0.0019968436392826861 825.74211226851855 0.0023570081119158679 3.0677824455408698 2.9396575941893222 7.159265046296297 2.0126758453675748 0.35566213349662007 0.01709526592635886 9.5000000000000018 0.89587973461402759 0.031022629098687391 5.5000000000000009
decision_type=2 2 8 2 8 2 8 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 6 -5 -6 9 -2 -11 -3 -4 -9
right_child=2 11 12 5 7 -7 -8 13 -10 10 -12 -13 -14 -15
leaf_value=-0.030850912682271376 -0.013863552711371406 -0.043893750183507975 -0.025897729899603303 -0.00099794559113326612 0.0097591564033438234 -0.00037554218759788956 -0.02275735853792905 0.032450073207627154 0.019077290521319068 -0.002446632985475497 0.015223234558160778 0.015052928373516412 0.02020315322691223 0.011455591116057455
leaf_weight=530.46790534591128 337.2725552070624 20.153660145937465 258.19899053179688 374.3117495496117 543.92318598902784 1034.7558558418386 826.59065681759967 605.83063675428275 307.08551508863457 620.64089547630283 429.24873660574667 544.19585372367874 35.151324845734052 201.61866742861457
leaf_count=41074 6391 878 7737 13080 4445 24154 41848 2721 2164 10676 4500 4507 224 2062
internal_value=-0.000172423 -0.00861939 0.00825311 -0.0130076 0.0110114 -0.00876186 -0.0159816 0.0202095 0.00366709 0.000244345 0.00478533 0.0128739 -0.0203237 0.0272284
internal_weight=6669.45 3330.48 3338.97 2766.13 3045.62 2235.66 1200.9 1351.37 1694.25 1387.16 1049.89 564.35 293.35 807.449
internal_count=166461 125541 40920 120156 32959 79082 54928 9228 23731 21567 15176 5385 7961 4783
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=15
num_cat=0
split_feature=16 38 66 31 52 32 52 52 68 43 26 64 27 43
split_gain=161.878 121.375 74.7623 96.8448 48.404 39.8802 44.8462 37.2495 34.9246 31.0553 38.7064 31.6172 29.1813 36.1752
threshold=0.66119543406422754 1.0000000180025095e-35 2.8591111942299197 0.0021498727670171648 377.16297453703709 0.033037944164853068 395.98906828703713 11.41429976851852 1.0000000180025095e-35 4.5000000000000009 0.48575493728856506 4.0859410030639109 0.040571346046304517 1.5000000000000002
decision_type=2 2 10 2 8 2 8 8 2 2 2 8 2 2
left_child=1 7 3 5 9 6 -3 -1 -4 11 -11 -2 13 -6
right_child=4 2 8 -5 12 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0039770878218053831 0.0088637581798720819 -0.011354911338778799 0.019861189994443352 0.010805419634980802 0.040886332441880315 0.024687108078153799 -0.036758611692940833 -0.032115729852841682 0.0023138051430269752 -0.038253220130504736 0.0096525076224363016 0.024725382971379918 0.024776151780244296 -0.018972819945790125
leaf_weight=154.82982147080475 512.65280811081175 1705.9340031012543 377.00448613869958 569.2254606805509 27.261308717075735 68.325507231696974 192.78797565810964 492.38771574339626 1136.2722607367032 52.72292124980595 194.98523746430874 817.17268465273082 63.433221800718457 239.09040900040418
leaf_count=8806 6666 57050 1746 5481 181 1387 12452 38426 21474 1140 2441 4333 557 3966
internal_value=-0.000324414 -0.00531289 -0.00209686 -0.00734351 0.011956 -0.0125983 -0.0139523 -0.0254008 0.00669564 0.0155962 -0.000656696 0.0186219 -0.00545153 -0.0127162
internal_weight=6604.09 4696.77 4049.55 2536.27 1907.32 1967.05 1898.72 647.218 1513.28 1577.53 247.708 1329.83 329.785 266.352
internal_count=166106 146822 99590 76370 19284 70889 69502 47232 23220 14580 3581 10999 4704 4147
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=15
num_cat=0
split_feature=58 63 64 21 58 37 31 27 48 50 37 41 20 20
split_gain=157.863 105.886 96.8244 59.6559 55.6182 55.333 47.2946 37.2069 36.571 33.1902 33.1259 31.9754 31.8805 29.5184
threshold=0.06720208873296625 2.5000000000000004 3.2769667020129059 0.016807909604519777 0.98083071319470727 0.86967925151846515 0.0013470246486640932 0.0039103956069706904 1.0000000180025095e-35 44.500000000000007 49.539953236699027 1.0000000180025095e-35 0.28991596638655465 0.025320512820512824
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 6 -1 8 -5 10 -2 11 -4 -7 -8
right_child=1 -3 4 7 -6 12 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.035802102891079796 -0.011004527029335152 -0.055406898482690148 0.015194054614183614 -0.0054642339968223744 0.028005832310764107 -0.012788758719449629 0.011512010873452156 0.0082653804693847022 0.017530892995782626 -0.047387653998331176 0.029531878169132122 -0.0071192812280795039 0.022829100299932001 0.036521218941858689
leaf_weight=272.24844168954587 627.59631341134082 73.973039762087865 196.00810518534854 870.52106678622658 428.8320535965031 983.84702056695824 293.6255279375473 1136.6625085912674 365.9435359039926 68.82610521215247 83.486127091571689 867.26838775695069 66.204867392545566 197.88340047281235
leaf_count=25438 19587 8181 1726 24981 1991 42979 1688 15614 3625 2106 434 15973 1456 794
internal_value=-0.000329072 0.00358688 0.00444707 -0.0020651 0.0116813 -0.0157512 0.00817617 0.00231105 0.00379188 -0.014663 -0.000603836 -0.00299555 -0.0105235 0.0216345
internal_weight=6532.93 5210.63 5136.65 2703.61 2433.05 1322.3 2004.22 2007.18 1512.71 696.422 1146.76 1063.28 1050.05 491.509
internal_count=166573 96700 88519 62288 26231 69873 24240 40595 21758 21693 18133 17699 44435 2482
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=15
num_cat=0
split_feature=17 16 31 9 51 52 31 66 60 33 32 39 33 37
split_gain=175.258 92.142 81.0712 67.4207 65.6699 51.593 40.6445 37.4788 36.7391 34.893 34.7346 43.8051 29.6784 25.9124
threshold=0.087867647058823536 0.66434884420577667 0.085304202308200558 1.0000000180025095e-35 2.1383330595080281 40.69439814814816 0.0084766234321796644 3.1489648722072614 0.038888485312221679 0.01527029944540023 0.093321070920179452 1.5000000000000002 0.00033599598050696101 10.417811870936909
decision_type=2 2 2 2 2 8 2 10 2 2 2 2 2 2
left_child=1 3 5 7 -3 8 10 -1 -2 -7 11 12 -5 -4
right_child=2 4 13 6 -6 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00076735780181297038 -0.033423610132518329 0.0052965738451858525 0.004940122801914958 -0.010309777879791865 0.025503180527246028 -0.025204492955092431 0.020403032378458738 0.017506744244231563 -0.0031439615581767924 0.024215989877140853 0.061730139571096555 -0.052412074839526292 0.037972787706710406 0.040597181564655964
leaf_weight=762.33425988616364 113.11897399762529 816.39454447705066 185.86101000738563 1161.0120464907959 792.58415406639688 929.18266292822227 117.93087888183072 594.79486409042147 822.38014699301857 36.382898192270659 15.59969579009339 60.135243958124192 31.760237844660878 69.375448533799499
leaf_count=7367 9700 7370 1235 27400 5344 61944 1331 3912 33158 1158 269 5618 500 314
internal_value=-1.02726e-05 0.00576437 -0.0116638 0.000192058 0.01526 -0.0152163 -0.00756002 0.00811129 -0.00683711 -0.0233192 -0.0101737 -0.0111175 -0.00899341 0.0147526
internal_weight=6508.85 4352.55 2156.3 2743.57 1608.98 1901.06 1386.44 1357.13 935.499 965.566 1268.51 1252.91 1192.77 255.236
internal_count=166620 59111 107509 46397 12714 105960 35118 11279 42858 63102 33787 33518 27900 1549
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=15
num_cat=0
split_feature=16 57 64 37 66 58 39 32 49 14 10 27 11 40
split_gain=152.856 102.389 55.897 48.8749 44.4392 41.9369 32.7325 35.6538 28.4593 26.9337 25.4703 22.1409 27.5781 22.0788
threshold=0.40702057647758466 4.5000000000000009 2.0126758453675748 0.42820128393737672 2.9128701127262828 0.98083071319470727 3.5000000000000004 0.044252597108265762 10.500000000000002 0.99999997506830396 0.0022821634416228891 0.069607173192550373 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 8 2 8 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -3 -1 10 7 8 11 -2 -4 12 -5 -12
right_child=2 3 5 6 -6 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0098071292604432984 -0.0096293388714114112 -0.038823737291896088 -0.0073107965302808414 0.0014524292375312524 0.011379971577833077 0.028575696261199969 -0.054754225719149424 0.031595508593916334 -0.026815793067384616 0.0070398010161769609 0.0096276025291896147 -0.00086153284223248734 -0.016784283364462933 0.027985172069746062
leaf_weight=353.91615816924605 493.93918017155374 171.1031472993709 192.26434998528566 264.99740760262648 817.29910891788313 360.98469678824767 41.151670590188587 48.83661654923344 255.49714612116804 473.83563227846753 1258.8870634945342 570.44380278745666 948.73443874734221 187.83078074472724
leaf_count=6537 16821 18936 4629 7423 7585 1670 5862 852 11338 4553 12260 15534 50275 1753
internal_value=6.42331e-05 -0.00705685 0.00839481 -0.0131811 0.00497478 0.0131662 -0.0111037 -0.0102178 -0.0112339 -0.00146906 0.00975696 -0.0089888 -0.0128047 0.0120287
internal_weight=6439.72 3471.98 2967.74 2300.76 1171.22 1999.97 2129.66 2088.51 2039.67 967.775 1638.98 1784.18 1213.73 1446.72
internal_count=166028 124342 41686 110220 14122 20312 91284 85422 84570 21374 18642 73232 57698 14013
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=15
num_cat=0
split_feature=58 51 64 63 21 10 75 10 17 18 8 10 68 49
split_gain=130.951 93.862 106.963 57.6597 54.966 45.1247 33.7439 32.4872 29.4952 28.04 25.7391 24.9476 23.4036 21.6005
threshold=0.039170678874139532 1.4978661367769956 3.2769667020129059 2.5000000000000004 0.016001024065540197 0.5902549250675333 1.0000000180025095e-35 0.0022821634416228891 1.0000000180025095e-35 2.9396575941893222 0.28764196325565011 0.68651154464872699 19.500000000000004 11.500000000000002
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 9 11 6 13 -1 -6 -2 -8 -3 -12 -4
right_child=1 2 5 -5 8 -7 10 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0324855440262381 -0.014422412009777261 -0.016663920124842455 0.02216969816509344 -0.050768091965044462 0.011589895563274982 0.035392088775374357 -0.0091709434258195107 -0.01160123312121498 -0.001696789476094907 0.00080103525808218666 0.015355286396002596 0.009944160115057124 -0.0070588302222057871 -0.045453122605611407
leaf_weight=273.42848920229881 573.11142714027665 578.92340409607277 647.1843169060885 76.987141307574348 747.08712551440112 244.73903939576121 211.06196594526409 585.76383922423702 945.2639780966274 639.08599493990187 558.79684819304384 103.18482126330491 146.41686407383531 11.127788996906018
leaf_count=25382 16740 23026 4000 9569 6174 1244 7065 26135 30074 9397 4399 725 2119 371
internal_value=-0.000139584 0.00270547 0.00633247 -0.00908909 -0.000658031 0.0154513 0.0123314 -0.0182775 0.00417199 -0.00640237 0.00611642 -0.0126302 0.0106982 0.0209594
internal_weight=6342.16 5482.97 4193.79 1289.18 2374.46 1819.33 1574.59 859.192 1692.35 1212.2 916.276 682.108 705.214 658.312
internal_count=166420 114903 79197 35706 59999 19198 17954 51517 36248 26137 13583 23751 6518 4371
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=15
num_cat=0
split_feature=10 65 10 52 52 75 21 65 21 48 50 16 46 0
split_gain=124.946 109.526 76.6837 54.6728 44.0776 45.1789 38.3955 37.9169 31.5635 26.3728 24.0068 22.2282 22.1264 20.9968
threshold=0.41742857028158881 1.0000000180025095e-35 0.0030541992555223642 191.01726851851853 266.63509259259268 1.0000000180025095e-35 0.016001024065540197 1.0000000180025095e-35 0.35038363171355508 1.0000000180025095e-35 43.500000000000007 0.49847080199066413 1.0000000180025095e-35 36.500000000000007
decision_type=2 2 2 8 8 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 5 13 10 -2 -6 -5 -4 -1 -9 -3
right_child=7 4 3 9 8 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.034635597418688706 0.0080930078038323177 0.020018080657907531 -0.0099731077913476403 -0.027142634968481634 -0.018070704369275225 0.00043850011748390182 0.0018643352333681824 -0.0053281867475624403 0.014253671277267994 0.0017592851509952861 -0.043331263057376473 -0.0022155522287796848 0.032065221546574867 -0.0076457787922652983
leaf_weight=363.52400111638417 1117.3808630536369 696.1198463216424 587.07639157115773 407.9791526420413 298.67236913117813 817.17047268658644 1290.6868737767945 45.319930816069245 100.1333167355042 97.660847512306646 58.56649250688497 62.006576810730621 296.76492165704258 75.557331502146553
leaf_count=37775 9924 6131 23966 23678 6834 12244 34184 259 1299 2463 2700 2959 1303 781
internal_value=-0.000257042 -0.00411345 -0.0103644 -0.00694446 0.00490516 0.00863506 -0.00311661 0.012566 -0.00993925 -0.021568 -0.0130614 -0.0299278 0.0271102 0.017303
internal_weight=6314.62 4855.15 2867.5 2441.97 1987.65 1588.85 1936.33 1459.47 398.806 505.64 645.643 425.531 342.085 771.677
internal_count=166500 155014 127725 86991 27289 19156 60850 11486 8133 26141 26666 40734 1562 6912
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=15
num_cat=0
split_feature=58 63 64 51 61 17 10 21 10 28 57 33 43 27
split_gain=121.706 79.9564 85.0433 66.8198 52.5205 51.6425 45.2792 30.0092 29.7618 24.1163 23.9514 23.5605 25.6613 20.874
threshold=0.028539146629305095 2.5000000000000004 3.0201273556387074 2.249904835165133 0.9218636460540085 1.0000000180025095e-35 0.35587403113550881 0.016001024065540197 0.00095088751959701145 0.21414387481830774 1.5000000000000002 0.019411223350792213 1.5000000000000002 0.019432769045088373
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 6 9 -2 11 -7 -1 10 -5 12 -4 -9
right_child=1 -3 3 4 -6 7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.038588991742484452 0.0052418649355170975 -0.047624578286032788 0.014676328807850289 0.031848624222836595 0.033683916178166316 -0.019021740357247973 0.022056597751017142 -0.010194026055319804 -0.014127066981478698 -0.020165147960723516 0.010127106373569466 0.035688379160471025 -0.0092917607261004277 0.002964972911771932
leaf_weight=164.2530706981197 1143.4682319445128 77.990105732846132 129.50340550718829 145.06090684211813 337.17480688367505 483.39923119080777 196.25677057122812 671.87367237426224 512.45740718087472 56.968419759417884 987.81491167459171 34.482727029128 775.86877405398991 545.19630818975565
leaf_count=16969 9639 10280 1900 794 1506 25132 1094 30099 26973 1430 14381 506 13221 12775
internal_value=-0.000103073 0.00232455 0.00304044 0.00945965 0.0162876 -0.00297188 0.000276109 -0.00849498 -0.0201127 0.0113338 0.0129341 -0.00429062 -0.00585098 -0.00430175
internal_weight=6261.77 5585.06 5507.07 2663.13 1527.02 2843.94 1136.11 1700.47 676.71 1189.84 1132.88 939.855 905.372 1217.07
internal_count=166699 122757 112477 34832 18111 77645 16721 68006 43942 16605 15175 15627 15121 42874
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=15
num_cat=0
split_feature=16 51 60 39 21 64 43 18 13 52 10 31 40 31
split_gain=111.639 94.7227 75.1147 43.5457 43.393 41.5977 38.0113 35.4459 51.1745 34.027 31.9881 26.6253 25.84 27.2375
threshold=0.39810393693099427 2.249904835165133 0.10080016494070819 3.5000000000000004 0.44097222222222227 3.6242520361853052 1.5000000000000002 3.1136509411065041 1.5000000000000002 43.910260416666674 0.24684253500251466 0.011313103805698693 1.0000000180025095e-35 0.00015018500511815663
decision_type=2 2 2 2 2 8 2 2 2 8 2 2 2 2
left_child=2 4 12 7 6 -3 -2 8 -4 -8 -11 -10 13 -1
right_child=1 5 3 -5 -6 -7 9 -9 11 10 -12 -13 -14 -15
leaf_value=-0.033207663964684775 0.019029234697243869 0.0069268231928628805 0.0075007872876535738 -0.05577875376961864 0.017088122356136583 0.024375569359360676 0.002387786985730455 0.004835334035189754 -0.014789996717328977 -0.021754292380805198 0.0032252922734454081 0.0094099965596474121 -0.00053561830316483055 0.0046013457199069368
leaf_weight=385.50418482369423 141.29329411231447 617.81125664390856 452.07307245812262 37.483102960006363 259.70815148809925 765.91867648914922 441.48539169238938 1077.4214645455359 1071.0917022443318 505.96645075138076 171.20707065728493 126.45717869745567 101.21132071642205 54.071344417985529
leaf_count=41113 1484 10791 9564 5976 3004 5334 6674 15803 40739 13857 1588 1583 7440 1316
internal_value=-1.61376e-05 0.00713627 -0.00629907 -0.00296163 -0.00148223 0.0165956 -0.00532057 -0.00221548 -0.00682074 -0.00841034 -0.0154434 -0.0122288 -0.0233233 -0.028557
internal_weight=6208.7 2903.39 3305.31 2764.53 1519.66 1383.73 1259.95 2727.04 1649.62 1118.66 677.174 1197.55 540.787 439.576
internal_count=166266 42732 123534 73665 26607 16125 23603 67689 51886 22119 15445 42322 49869 42429
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=15
num_cat=0
split_feature=10 20 11 37 31 40 52 52 47 51 31 26 52 50
split_gain=112.359 97.1792 74.0309 52.3557 48.252 47.6228 43.5499 43.1892 37.3429 37.8526 37.2521 32.7672 33.121 41.5031
threshold=0.0023570081119158679 0.016001024065540197 1.5000000000000002 36.929109374649009 0.058159682456240785 1.0000000180025095e-35 7.159265046296297 2150.0996238425928 6.5000000000000009 2.602003343538398 0.036137253392610431 2.3126849903944025 15.549421296296297 11.500000000000002
decision_type=2 2 2 2 2 2 8 8 2 2 2 2 8 2
left_child=10 4 7 5 11 6 -4 -3 9 -8 -1 12 13 -2
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.022217607860792531 0.0064631567777723364 0.027704278925217915 0.0097634866008706814 0.013659621302276301 0.016083656507909102 0.017755513001362435 -0.030688387175238082 -0.024689767664725335 -0.0006576633693787335 -0.0024771944671436673 0.017104772354777826 0.014553771986669526 -0.015946289528992633 -0.017117443353127339
leaf_weight=643.44933004492486 500.08241193063441 552.23275546451623 382.2402558710528 983.89763082633726 229.29235194309149 285.11750042089261 305.82133358920692 41.585770739504369 523.81613891472807 194.44452603797254 65.709856396657415 146.57744928775355 1014.0228640523892 296.34400518986513
leaf_count=46841 11518 4141 6854 8348 1602 7394 9081 1264 12395 4858 594 1135 40701 9410
internal_value=0.00015298 0.0025878 0.00804414 0.00449498 -0.00557088 -0.000840936 -0.00462111 0.0239997 -0.00999448 -0.01975 -0.0185551 -0.00811492 -0.00995724 -0.00232146
internal_weight=6164.63 5455.47 3269.16 2675.34 2186.32 1691.44 1406.32 593.819 1024.08 500.266 709.159 1957.03 1810.45 796.426
internal_count=166136 118701 54335 48930 64366 40582 33188 5405 26334 13939 47435 62764 61629 20928
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=15
num_cat=0
split_feature=10 64 51 58 18 51 13 20 33 68 16 0 17 52
split_gain=115.269 69.6581 51.3775 50.6782 47.8536 36.9224 40.2733 34.5408 34.5339 31.3392 29.2536 27.0892 21.9267 20.918
threshold=0.021547464284570102 3.2769667020129059 1.8688348091416842 0.028539146629305095 3.1136509411065041 1.2424533248940002 1.0000000180025095e-35 0.048003072196620589 0.00062000127210763061 3.5000000000000004 0.39336433836583795 35.500000000000007 0.47750000000000004 140.18339699074076
decision_type=2 8 2 2 2 2 2 2 2 2 2 2 2 8
left_child=3 4 7 8 -2 -5 11 -3 -1 -9 -4 -7 -8 -6
right_child=1 2 10 5 13 6 12 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.029008627223790037 -0.0077083847290826905 -0.018494308567723577 0.0088740762490189962 -0.019078307103819428 0.0099949663167437919 0.016405161490182864 -0.0045228274344146762 0.019699387291575304 0.045893488201095504 -0.0088171675474051497 0.024690421544621276 -0.027503043592227362 -0.029252486844428018 -0.0046524571202744853
leaf_weight=382.01896506951016 1233.5144965738436 175.62579159702364 503.54576314165024 389.98411044472596 926.80648788862163 341.99881097936304 590.91278109801351 235.09364072256722 15.163589507516006 161.99772427411517 701.5835227901116 38.226716581964865 104.78634015706484 329.92254278811743
leaf_count=37049 31155 4997 6009 19979 11292 3731 28740 1483 602 2282 4090 491 9801 4901
internal_value=0.000152864 0.00468233 0.0122392 -0.0102205 -0.000715434 -0.00591915 -0.00113614 -9.21187e-05 -0.0260409 0.00807282 0.0180946 0.0119302 -0.00828425 0.00614901
internal_weight=6131.18 4268.09 1777.85 1863.09 2490.24 1465.91 1075.92 572.717 397.183 397.091 1205.13 380.226 695.699 1256.73
internal_count=166602 66209 18861 100393 47348 62742 42763 8762 37651 3765 10099 4222 38541 16193
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=15
num_cat=0
split_feature=31 14 21 51 21 21 10 20 68 32 39 33 52 33
split_gain=92.9944 127.378 47.0458 43.5548 48.2935 32.4929 30.576 28.8277 28.3353 24.0949 31.4258 23.0564 26.4642 22.2649
threshold=0.0018710514812165966 0.66024479448183604 0.01526806526806527 1.4978661367769956 0.063660925363053025 0.44097222222222227 0.00095088751959701145 0.032522474881015347 1.5000000000000002 0.16539416135829432 1.5000000000000002 0.00033599598050696101 137.1634027777778 0.0015874130998305674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2
left_child=1 2 -1 5 -5 9 -4 -2 -6 10 -3 12 -8 -10
right_child=7 3 6 4 8 -7 11 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.027549801651899478 0.0082074873608108181 -0.0094214727548529546 -0.027269101055979957 -0.0030081499194931616 0.019780974825485801 0.013936197510016332 -0.0020747455503572127 0.027375220310967452 0.0050449067295588465 0.060280447784660844 -0.05136299072122761 0.023650424071522926 -0.02338357176600386 0.040725043116102921
leaf_weight=469.61892198211717 495.86872090378893 700.14012526256556 180.16412736073835 994.21232462732587 582.34928080893587 156.70484672742896 630.70047895490279 324.97976061841473 1176.5234823502833 10.69667753879912 46.795482397868909 65.335076516261324 188.57378563685052 44.443336415337399
leaf_count=42474 4895 11625 16543 18260 4313 1863 27856 2367 16827 176 4788 1880 12135 407
internal_value=0.000181331 -0.00226813 -0.0143809 0.00274151 0.00583758 -0.00672736 -0.00855234 0.0158202 0.0107134 -0.011014 -0.0121143 -0.0047139 -0.00700196 0.00637593
internal_weight=6067.11 5246.26 1534.39 3711.87 2797.53 914.337 1064.77 820.848 1803.32 757.632 746.936 884.609 819.274 1220.97
internal_count=166409 159147 100888 58259 39807 18452 58414 7262 21547 16589 16413 41871 39991 17234
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=15
num_cat=0
split_feature=10 65 10 18 75 70 51 20 28 61 58 52 51 16
split_gain=94.257 75.6083 56.2651 52.31 39.4412 37.9823 30.8715 25.8202 29.7797 24.1267 23.8684 23.5735 22.6586 21.5858
threshold=0.0023570081119158679 1.0000000180025095e-35 0.68651154464872699 3.1136509411065041 1.0000000180025095e-35 1.0000000180025095e-35 1.2424533248940002 0.069971440228478191 0.31662195280060029 0.47313819973351917 0.020182320614115429 160.10991319444449 2.4414009612931857 0.66273125029156144
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2
left_child=10 3 4 5 7 6 -2 8 12 -8 -1 -5 -3 -7
right_child=1 2 -4 11 -6 13 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.033445001344825503 -0.022737175351339383 -0.0045256109804997285 0.037964186273915929 0.0080184422815588949 0.0004026979445632819 -0.018449329480222983 -0.010573741188433551 0.025013965022377016 -0.073919471435233697 0.0079118171512236029 -0.011949403038839236 -0.0065094350555061414 0.018992367453889113 0.0034668951484775261
leaf_weight=174.97881510428851 139.35234764024062 174.07335020843311 167.08476526034065 1201.8201298732165 897.08782197150867 758.87421988284405 247.51530443836236 383.73395568819251 10.04578832327388 608.44547987161786 493.8122048382138 362.82151802792214 246.68942121788859 131.50799595424905
leaf_count=20844 7240 2161 805 17512 11113 38266 13448 2456 277 14032 26462 8315 1311 1961
internal_value=6.38817e-05 0.00228544 0.0103537 -0.00210945 0.00763783 -0.00771556 -0.00100082 0.0155959 0.00716844 0.00256031 -0.0176149 0.0046476 0.00927511 -0.0152121
internal_weight=5997.84 5329.05 1878.72 3450.34 1711.63 1885.7 995.313 814.543 430.809 855.961 668.791 1564.64 420.763 890.382
internal_count=166203 118897 18123 100774 17318 74947 34720 6205 3749 27480 47306 25827 3472 40227
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=15
num_cat=0
split_feature=31 21 9 48 52 37 7 68 52 21 43 73 52 71
split_gain=88.4758 100.994 66.8081 52.2906 42.3806 41.7182 39.2594 29.0879 25.5113 24.6219 25.2265 23.757 22.6448 23.0325
threshold=0.00056682814348674529 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 43.910260416666674 3.0016770741243364 0.16011791172574411 1.5000000000000002 1537.6407928240744 0.30217391304347835 1.5000000000000002 1.0000000180025095e-35 191.01726851851853 5.6577370132897373
decision_type=2 2 2 2 8 2 2 2 8 2 2 2 10 2
left_child=1 6 7 4 -4 -2 -1 -3 -7 10 -6 12 13 -8
right_child=5 2 3 -5 9 8 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.035286253129276142 -0.01314710443730035 0.018114877373675817 0.00051726058622363774 0.0095429043964228959 0.0036149786271328106 0.020729236839399649 -0.0056853111744007163 0.0038149655764054737 -0.053239912732704786 -0.00058725553849573212 -0.021771197973761324 0.010859502573876408 -0.041737296296345629 -0.024969402785235642
leaf_weight=208.51075524649787 112.20427966688294 608.24413598171668 906.62970405644592 583.60895703482674 113.02715775449178 709.67986807308625 506.37407790829457 855.94113808870316 10.922985449258702 256.66915588616394 715.87755369643855 106.56036403303733 67.414659235917497 222.59717254588031
leaf_count=25521 2028 3996 28423 12408 4666 5025 18987 8461 599 7296 35189 1759 3592 8758
internal_value=1.1427e-05 -0.00243386 0.00123918 -0.00360835 -0.00746382 0.0151219 -0.015774 0.00976367 0.0195358 -0.0141237 -0.0183094 -0.0112341 -0.0142003 -0.0116
internal_weight=5984.26 5151.45 4040 2575.81 1992.2 832.807 1111.46 1464.19 720.603 1085.57 828.905 902.946 796.386 728.971
internal_count=166708 159056 100439 87982 75574 7652 58617 12457 5624 47151 39855 33096 31337 27745
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=15
num_cat=0
split_feature=58 52 11 37 21 52 40 45 26 9 32 64 62 50
split_gain=79.1174 62.6271 54.2212 50.2335 37.9645 32.1508 37.5501 27.8756 25.8653 23.5884 22.1321 21.2251 20.3727 18.7445
threshold=0.027722555402588063 195.31849537037041 1.5000000000000002 36.929109374649009 0.016530054644808747 0.87509837962962977 1.0000000180025095e-35 3.5000000000000004 0.49565296870365438 1.5000000000000002 0.15550073834616265 4.8789996228937618 0.57184271247461915 11.500000000000002
decision_type=2 8 2 2 2 10 2 2 2 2 2 8 2 2
left_child=-1 2 9 5 10 13 8 -6 -7 -2 -3 12 -5 -4
right_child=1 4 3 11 7 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.017318373156222196 0.029410072499417485 -0.035271781928383546 0.015028487114018621 0.0061352267302652664 -0.011780276302461389 -0.015757099431962393 0.013231979567366426 0.0053436235073697838 -0.0026791934543711829 0.010808039667784449 0.01960226485353761 0.02764185727858768 0.043776569361067198 -0.0060465515424804874
leaf_weight=598.15603031355568 228.32604326843284 163.9115064177422 351.85441865766188 808.01944814855233 557.46323612544802 673.02350774638762 229.37262376956642 412.93894306189031 862.23272694495972 673.14112817076966 20.03711621533148 160.13436871441081 36.665366685949266 149.85855180519866
leaf_count=43144 1081 14195 6780 7964 15287 32412 6200 9829 13017 10250 548 846 194 4451
internal_value=-9.1973e-05 0.00184523 0.00469678 0.00170285 -0.0084574 -0.0024233 -0.00559865 -0.00449548 -0.00841879 0.015547 -0.0292208 0.0110024 0.00781896 0.008734
internal_weight=5925.14 5326.98 4172.63 3271.16 1154.35 2266.34 1764.63 970.402 1535.26 901.467 183.949 1004.82 844.685 501.713
internal_count=166198 123054 83195 71864 39859 62860 51629 25116 45429 11331 14743 9004 8158 11231
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=15
num_cat=0
split_feature=37 16 31 21 51 61 66 50 33 24 51 52 14 14
split_gain=79.0689 65.5936 59.5406 56.0919 37.0069 33.0646 29.9748 29.0115 25.4618 26.7685 23.7221 21.2046 24.9172 20.9247
threshold=1.3837962619848427 0.99667709291452389 0.010875975489597576 1.0000000180025095e-35 1.2424533248940002 0.46468548665103743 3.2890133987699608 44.500000000000007 0.00033599598050696101 0.19655319086827258 2.602003343538398 40.69439814814816 0.66472790931316939 0.82007806542369488
decision_type=2 2 2 2 2 2 10 2 2 2 2 10 2 2
left_child=5 2 3 7 -5 -1 8 13 9 11 -7 -6 -13 -2
right_child=1 -3 -4 4 6 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.028232853479779142 -0.017285224365742615 0.021036807323533989 0.015500602331318863 -0.0092238933916226288 0.0036570847962906108 -0.014556461385406739 0.013587742850768823 -0.041953699554442093 0.029205784772916705 0.028916432476770077 0.012160001698958244 -0.022025585985393534 -0.0019501634122249187 -0.0018554097575780349
leaf_weight=296.58525850735168 433.30616260078386 432.60715902294032 596.49501806515036 620.00162140078464 1024.0746708661609 256.00478098086023 657.05581037607044 73.754936026292853 77.322258745669387 76.395603575278074 121.88896025510621 208.3761613156239 591.30859288887586 445.26005219029321
leaf_count=34650 28273 2859 5083 14575 21017 12638 7395 2916 1624 656 6597 11732 9280 7333
internal_value=0.000335697 0.00241226 0.000730832 -0.00136658 0.0017573 -0.0157643 0.0043441 -0.012033 0.0012674 0.00011575 -0.00592976 -0.00110587 -0.00720225 -0.00947635
internal_weight=5910.44 5235.96 4803.35 4206.86 3254.53 674.479 2634.53 952.321 1977.48 1900.16 377.894 1823.76 799.685 878.566
internal_count=166628 112743 109884 104801 66279 53885 51704 38522 44309 42685 19235 42029 21012 35606
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=15
num_cat=0
split_feature=20 51 64 31 14 39 48 39 10 32 50 31 37 58
split_gain=81.5477 52.27 47.2659 47.147 41.619 37.2371 34.6714 40.5289 28.7106 25.777 23.5047 21.9 20.1369 19.2522
threshold=0.015038444142921758 2.249904835165133 5.8707073513045964 0.094618385738158811 0.38406210609928249 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.33667620161644368 0.16539416135829432 15.500000000000002 0.0086689920249094967 4.7985601844501824 0.8951264701495415
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 -3 10 8 -8 9 11 13 -2 -5 -1
right_child=1 2 -4 12 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0081994649824145196 -0.013266984549489347 -0.027026781528087171 0.022156737746775415 -0.0086587420907931131 0.0074278370584041119 -0.054766364034557917 -0.0040355396365376215 0.032840154177923568 0.0074147635469057893 0.054294274697296523 -0.018174289647086478 0.019938799725608049 0.024352754604342886 0.0062086313204117172
leaf_weight=1319.9674619386351 861.60663860953355 92.93621454598906 573.78134673752356 64.894318896287587 1313.0648360115592 43.684675754830096 160.63768721575616 137.6645033264067 302.69047640287317 14.222431901653179 491.12542365869012 51.818795106140897 155.745727488189 280.43320503435098
leaf_count=55464 30317 8405 5243 584 26254 9252 2376 1679 2547 348 20554 444 904 2154
internal_value=-0.000116393 0.00471469 0.0100754 -0.00730998 0.00513281 -0.0095848 -0.00223013 0.0130352 -0.00593887 -0.0102994 -0.0086154 -0.0113635 0.0146482 -0.00567248
internal_weight=5864.27 3508.42 1979.78 2355.85 1406 2135.21 1528.64 298.302 1230.34 927.648 2091.53 913.425 220.64 1600.4
internal_count=166525 77613 39902 88912 34659 87424 37711 4055 33656 31109 78172 30761 1488 57618
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=15
num_cat=0
split_feature=16 51 66 42 52 8 33 52 37 43 21 49 52 32
split_gain=75.0339 71.4867 49.3562 39.195 35.3238 36.6939 34.1908 31.3893 25.9763 25.3446 34.2645 21.4807 21.4719 21.0547
threshold=0.29188668615764868 1.2424533248940002 2.61617037821207 1.0000000180025095e-35 2.5751215277777781 0.90224424789074609 0.001041363780115178 53.418964120370376 38.505192952701712 2.5000000000000004 0.36038961038961043 9.5000000000000018 581.33902199074089 0.16539416135829432
decision_type=2 2 8 2 8 2 2 10 2 2 2 2 8 2
left_child=2 9 12 6 -4 11 7 -3 -9 -2 -11 -6 -1 -14
right_child=1 3 4 -5 5 -7 -8 8 -10 10 -12 -13 13 -15
leaf_value=-0.014409191319235249 0.0079777403213443284 0.011509763883691794 0.0086007281210052963 0.028938765582577682 -0.0093323318580298253 0.0036844248283228681 0.035152611919857732 -0.0083692367067664721 0.011111476465194076 -0.023709294553016694 0.0011744032061281077 -0.033436519685325482 -0.049902956420932766 0.045160519054084636
leaf_weight=603.22982547508582 190.0780760772177 1093.5412571294582 561.6005405436299 243.14975328370929 905.02673092149053 614.74273086208268 106.13187365041813 500.19695070083253 258.8572926223278 323.28685191253317 241.11095192050561 102.22548043646384 70.773290678400372 5.5730449856491751
leaf_count=35034 2835 15515 11840 1520 44888 5969 1312 12860 2362 9659 4014 6175 12153 140
internal_value=-9.42536e-05 0.00549212 -0.00586233 0.0100423 -0.00219693 -0.00593852 0.00768303 0.00609123 -0.00171993 -0.00778305 -0.0130957 -0.0118094 -0.0176194 -0.0424695
internal_weight=5819.52 2956.35 2863.17 2201.88 2183.6 1621.99 1958.73 1852.6 759.054 754.476 564.398 1007.25 679.576 76.3463
internal_count=166276 50077 116199 33569 68872 57032 32049 30737 15222 16508 13673 51063 47327 12293
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=15
num_cat=0
split_feature=20 31 45 48 39 8 76 58 12 52 43 3 52 10
split_gain=72.0472 58.3078 43.9467 41.6746 37.5064 37.1902 30.8742 30.8483 28.8911 24.0047 23.1504 27.3184 23.1367 22.7433
threshold=0.01574900793650794 0.0041460811585486085 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.54924456786585574 2.5000000000000004 0.027722555402588063 12.500000000000002 2.5751215277777781 4.5000000000000009 1.0000000180025095e-35 43.910260416666674 0.68651154464872699
decision_type=2 2 2 2 2 2 2 2 2 8 2 2 8 2
left_child=4 2 8 5 7 10 -5 -1 12 -9 11 -4 -2 -11
right_child=1 -3 3 6 -6 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.021408653302683621 -0.00028806637552391862 0.024430691514465159 0.0018822509570137844 0.037810948047243671 -0.05422027177785739 0.00835489097025101 0.011491112296592165 0.0052943541402361918 0.012837289316027437 -0.0088863676035828062 -0.030854714011304553 -0.032713876784917648 -0.01641242587589891 0.012824880090930333
leaf_weight=278.23874076288485 400.51240892169881 336.34381659061182 358.63498794392945 141.55896930489689 39.75641533473754 846.03247128752992 518.17942887410754 544.55130094499327 176.336232825357 1359.1713017566508 94.620890117046656 66.837419267627411 499.56896075179975 131.48286654273397
leaf_count=21860 9132 2518 15433 1212 9295 9680 7131 11295 2963 46413 5735 5833 16938 935
internal_value=7.59179e-05 0.00468868 0.0025411 0.00687784 -0.00666363 0.00189025 0.0171872 -0.00582329 -0.00561964 -0.00368311 -0.0086216 -0.00361642 -0.00924579 -0.00696402
internal_weight=5791.83 3438.63 3102.28 2025.86 2353.2 1366.13 659.738 2313.44 1076.42 2035.21 520.093 425.472 900.081 1490.65
internal_count=166373 76575 74057 45024 89798 36681 8343 80503 29033 58643 27001 21266 26070 47348
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=15
num_cat=0
split_feature=31 21 10 40 60 7 50 16 10 20 11 51 16 48
split_gain=67.5345 75.2623 44.8891 33.5826 33.0941 26.5684 28.0892 22.1427 21.2566 20.8129 18.34 23.1565 17.2635 18.1451
threshold=0.0077864462928444325 0.016261237440507673 0.00085383485804812348 1.0000000180025095e-35 0.96192317829245078 0.43365000015575028 52.500000000000007 0.58904806156724709 0.14560906475271188 0.31009615384615391 1.5000000000000002 1.2424533248940002 0.66434884420577667 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 10 -1 -7 -2 -6 -5 11 -4 -12 -14
right_child=7 2 3 9 8 6 -8 -9 -10 -11 12 -13 13 -15
leaf_value=-0.02241853004325068 0.0090014925822653243 -0.017652237016302558 -0.010197534552488279 0.010171289175738916 -0.0056480457140554146 -0.004391059104894581 -0.049648218916378745 0.028396743566398777 0.0098614088094735094 0.036402310860574293 -0.00975747323364296 0.015269194138756071 -0.0035632314255084245 0.021777314792153835
leaf_weight=454.86338588463332 505.11737760688993 281.35870528462692 138.67554942943389 394.07578458040371 273.7705635279417 645.12911984531092 35.231351313006599 207.62378735421225 1131.3925189020229 93.038033717952203 970.49950961959257 246.74782103118196 274.35707935329992 94.044572336832061
leaf_count=45535 5175 19463 3417 11041 2974 14900 1030 1153 9740 1349 40523 3682 5513 1038
internal_value=0.000289637 -0.00175113 0.0015492 0.00304747 0.00114452 -0.0130747 -0.00680405 0.0146833 0.0068378 0.0152457 -0.00349625 0.00610357 -0.0062622 0.00294708
internal_weight=5745.93 5033.18 3897.96 3616.6 3129.49 1135.22 680.36 712.741 1405.16 487.114 1724.32 385.423 1338.9 368.402
internal_count=166533 160205 98740 79277 66887 61465 15930 6328 12714 12390 54173 7099 47074 6551
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=15
num_cat=0
split_feature=21 51 75 31 37 52 32 51 21 17 51 32 64 72
split_gain=63.7894 63.4952 60.0971 45.3266 41.822 29.1674 23.7637 26.2031 23.2555 22.4573 21.9952 21.0405 19.295 20.892
threshold=0.029631255487269536 1.2424533248940002 1.0000000180025095e-35 0.087470625149231568 6.4256579121367325 80.323541666666685 0.15550073834616265 1.8688348091416842 0.44097222222222227 0.037617924528301892 5.812635762400884 0.16539416135829432 1.8688348091416842 1.0000000180025095e-35
decision_type=2 2 2 2 2 8 2 2 2 2 2 2 8 2
left_child=3 8 -3 5 9 -1 7 -7 11 -4 -5 -2 -6 -14
right_child=1 2 4 10 12 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0071584086560893545 -0.01292882309210739 0.023186316047731005 0.013566572474318929 0.021523733818512636 0.0026738948954831481 -0.045725077726656474 0.024131815909353659 -0.016768570052548126 0.0095692751135121115 -0.011940143951399926 -0.022993110490850784 0.051269792030283867 0.0097260609875788693 0.033322009114022673
leaf_weight=1012.2135931767843 743.07100345323852 471.72014451143332 103.0003734510392 163.65363543375861 1130.8603946742369 119.75570917711229 23.695081130921608 227.3375650463131 151.61796656344086 509.00971338941599 32.514515198767185 12.020659956324378 914.63289336289745 103.8469564022962
leaf_count=38830 23349 4317 1756 1122 18067 15732 648 12177 2283 36853 175 273 10101 681
internal_value=0.000171602 0.0034331 0.00671218 -0.00837515 0.00389054 -0.0115661 -0.0235471 -0.0268619 -0.00825369 -0.00763227 0.014066 -0.0118404 0.0071736 0.0121623
internal_weight=5718.95 4139.78 3233.07 1579.17 2761.35 1383 370.788 347.093 906.71 612.01 196.168 755.092 2149.34 1018.48
internal_count=166364 97680 71775 68684 67458 67387 28557 27909 25905 38609 1297 23622 28849 10782
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=15
num_cat=0
split_feature=8 64 39 10 43 52 12 50 40 52 75 47 70 52
split_gain=58.6767 52.4544 44.0011 36.324 28.2857 26.9189 32.5453 29.0108 23.7477 21.5422 24.7348 18.0987 18.239 17.9174
threshold=0.077776128629041139 3.2384861814448418 2.5000000000000004 0.68651154464872699 1.0000000180025095e-35 9.8215393518518539 14.500000000000002 25.500000000000004 1.0000000180025095e-35 71.540208333333354 7.8456116163694558 16.500000000000004 1.0000000180025095e-35 0.73277199074074084
decision_type=2 8 2 2 2 8 2 2 2 8 2 2 2 8
left_child=8 5 3 4 -3 7 -7 -2 13 10 11 -6 -13 -1
right_child=1 2 -4 -5 9 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.002758699654241708 0.0073913732091496036 0.029242271008657617 -0.039823457399778842 0.027047330362190952 0.012571425358335178 -0.0093785962185158629 0.0090444329664718277 -0.015946248394962372 0.0051364346428047214 -0.002043967093711887 -0.05083980966078621 0.020416756614650727 -0.0095468302332015476 -0.0282365886478557
leaf_weight=55.254399901597935 835.40593150239147 122.65169018699089 48.033753113344574 226.34838909073733 978.74435509182513 1552.5327712814906 282.63723702015704 157.41433366008278 92.56659376960306 760.68416450654331 16.286993867950514 66.717666796088452 202.20833084784681 291.84355694683472
leaf_count=4051 18312 912 8287 1389 11364 52452 4572 4737 7068 13730 382 1358 3080 34666
internal_value=0.000202854 0.00167358 0.00707316 0.00803854 0.00602315 -0.00295107 -0.00653786 0.00367881 -0.0173218 0.00460281 0.00860147 0.00941751 -0.00206509 -0.0233087
internal_weight=5689.33 5249.67 2421.68 2373.64 2147.29 2827.99 1835.17 992.82 439.665 2024.64 1263.96 1247.67 268.926 347.098
internal_count=166360 120575 40502 32215 30826 80073 57024 23049 45785 29914 16184 15802 4438 38717
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=15
num_cat=0
split_feature=61 38 51 64 64 68 63 51 63 30 49 44 18 18
split_gain=61.9642 39.7888 39.5001 37.1515 29.9801 25.7991 25.0608 25.0236 19.9139 19.6355 17.4787 18.6398 17.6708 15.7697
threshold=0.59208717314387282 1.0000000180025095e-35 1.4978661367769956 1.0000000180025095e-35 3.6242520361853052 10.500000000000002 3.5000000000000004 6.0100401799233785 1.5000000000000002 0.0029505875578333001 11.500000000000002 72.500000000000014 3.0759878114936323 2.9396575941893222
decision_type=2 2 2 10 8 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 9 -6 7 -3 13 -4 11 12 -5 -2
right_child=2 3 4 10 5 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.022990693444489195 -0.01159413265198999 0.0097771391528959257 0.004850488379313885 -0.012470699379940615 0.019598144079178509 -0.0018469034005905512 -0.05370126375970094 -0.034945610639689761 -0.039644328997297182 -0.018812979684513335 -0.023395163482667632 0.026844179012464366 0.00022223371520225076 0.0024179766833193933
leaf_weight=311.3172661132885 335.69750275631668 611.49247381315217 1505.2074501652241 703.90137502833386 669.26868404261768 177.14979204372503 16.18071987501753 31.991873199585825 38.356867442998919 92.106560850108508 171.70674504476483 39.862484386976575 448.71683194063371 496.80806825571926
leaf_count=37168 7517 11271 26382 38781 4140 2328 4016 340 5220 1458 8784 1225 11457 6535
internal_value=-0.000141723 -0.00637872 0.00425291 -0.0038133 0.00751053 0.015113 0.00592263 0.0075029 -0.00488644 0.00347506 -0.00852209 -0.00636269 -0.0075334 -0.00323936
internal_weight=5649.76 2335.17 3314.59 2023.85 2443.73 846.418 659.665 643.484 870.862 1597.31 1364.19 1192.48 1152.62 832.506
internal_count=166622 113042 53580 75874 34308 6468 15627 11611 19272 27840 60247 51463 50238 14052
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=15
num_cat=0
split_feature=58 24 31 21 52 33 37 52 26 16 32 52 37 37
split_gain=55.3247 42.5354 40.8629 37.9219 31.0327 33.8683 30.5997 21.6966 27.3271 20.165 21.5181 21.4331 18.1553 18.0045
threshold=0.026927204527134502 0.11348003765787708 0.0083732724082642759 0.016001024065540197 2.9584143518518524 0.001041363780115178 36.929109374649009 73.005584490740759 2.6896637658527527 0.99335121972352025 0.075253234889155876 395.98906828703713 3.0016770741243364 0.86967925151846515
decision_type=2 2 2 2 8 2 2 8 2 2 2 8 2 2
left_child=13 2 3 7 -5 6 9 -2 -9 10 11 -6 -4 -1
right_child=1 -3 12 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.032127709893800156 -0.0052962411283217275 0.022153950246738628 -0.0077767848454010557 0.011420278847947942 -0.0047419195694419188 0.02676526976941003 0.0077884544902321164 -0.027106265108081562 0.034226624435311187 0.0090994552714596683 0.049956217082943989 -0.01890118673361707 0.016138807004637098 -0.010204574027837985
leaf_weight=121.30840721489221 654.77057926368434 240.92174517270178 92.609126906958409 624.11114789254498 1401.692476510143 104.8326498940005 599.0799445535522 236.48776376207024 18.821999125764705 220.78273000416812 15.495843316602985 329.59809732832946 532.36889516375959 407.69553296140657
leaf_count=18530 23553 2074 1222 10189 38765 1700 5671 20030 136 1565 290 14660 4008 23991
internal_value=8.83042e-05 0.00169435 0.000669579 -0.00110415 0.00139153 -0.000954785 -0.00209697 -0.0101331 -0.0224688 -0.00510928 -0.00690936 -0.00744687 0.0125882 -0.015283
internal_weight=5600.58 5071.57 4830.65 4205.67 3295.59 2671.48 2566.65 910.08 255.31 1967.57 1746.79 1731.29 624.978 529.004
internal_count=166384 123863 121789 116559 72840 62651 60951 43719 20166 55280 53715 53425 5230 42521
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=15
num_cat=0
split_feature=23 31 40 32 39 50 17 20 0 37 18 8 16 39
split_gain=46.8016 49.9976 45.046 41.295 44.6224 43.5893 41.3173 34.2309 25.2669 24.5123 23.247 21.8283 21.5941 20.0562
threshold=0.49041630560342625 0.0094668811087469402 1.0000000180025095e-35 0.075253234889155876 1.5000000000000002 44.500000000000007 0.10948202054794522 0.11882352941176472 15.500000000000002 2.5557441910487664 2.5296480599012909 0.041218103677636557 0.59142901989657315 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 -7 -3 -4 -8 -11 -5
right_child=-2 9 7 13 -6 8 11 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.0014362312191743927 0.012214665363883341 -0.015219728289407637 -0.027020259820480477 0.048486927155595397 -0.046409583675634525 -0.057822493619321451 -0.033614984428974287 0.022704980643910237 -0.0046653490458658893 0.0082542054904656825 0.0060294071635673338 -0.010705310840355741 0.029725996644500735 -0.051340638085656087
leaf_weight=2518.0763897957513 650.6950795649318 78.047800644533709 71.35783595473913 46.299873467010912 67.910647520649945 61.498931597132469 116.9261769602308 256.83912442959263 35.095230737701058 403.26028326048981 200.13558162093977 902.66225443864823 164.74871001346037 4.8116086100053499
leaf_count=41408 6362 1241 4688 778 14040 3426 18369 6692 1479 3720 6817 56143 901 494
internal_value=-0.000377905 -0.00204289 -0.00399978 -0.00592426 -0.00654477 -0.00578729 -0.00487643 0.00965713 -0.0387548 0.0109122 -0.00272447 -0.0133629 0.0145233 0.0382843
internal_weight=5578.37 4927.67 4281.61 3753.28 3702.17 3634.26 3537.66 528.333 96.5942 646.057 271.493 1019.59 568.009 51.1115
internal_count=166558 160196 154334 136137 134865 120825 115920 18197 4905 5862 11505 74512 4621 1272
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=15
num_cat=0
split_feature=31 61 51 40 37 10 11 21 75 48 39 27 20 18
split_gain=55.6286 58.7892 45.0771 30.8726 27.4039 25.7052 24.373 22.9731 21.3242 19.3902 18.8024 18.1239 17.2415 15.8456
threshold=0.0029996711360067464 0.48183070633604014 1.4978661367769956 1.0000000180025095e-35 0.86967925151846515 0.46467629182625197 1.5000000000000002 0.51470588235294124 6.631342581519001 1.0000000180025095e-35 1.5000000000000002 0.070500928861604348 0.31009615384615391 3.9303788752298559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 -1 6 13 9 11 -3 -2 -8 -6 -4
right_child=10 2 3 -5 12 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.029788546393189116 0.013808919932574441 -0.013829001281096549 0.014289188326414884 0.019636681284927814 -0.0095899820667260226 0.01140168596151139 -0.0093428061986284283 0.019152387194194015 0.031341603306069048 0.0069548608477251767 -0.047967047625757188 0.0024406024070877802 0.019966217155605984 -0.062423563558884725
leaf_weight=169.11706256051548 716.08227576539502 707.11880082948483 287.66766914764594 303.68004272120015 1100.5123375944677 617.91421488224296 779.07333768019453 69.703305196424481 42.044960755825741 132.71596243957174 11.576633254939223 560.42179784504697 50.741684719163459 5.9201640869432586
leaf_count=27537 6095 23674 4784 6213 55769 5283 23402 778 738 1699 931 8359 1281 71
internal_value=-0.000115905 -0.00205955 0.0013273 0.00468243 -0.0110476 0.00269426 -0.000522587 -0.00824618 -0.00330462 -0.0105402 0.0127616 -0.00441469 -0.00827109 0.0125356
internal_weight=5554.29 4826.63 3506.26 2596.72 1320.37 2293.04 1675.13 909.538 1381.54 839.835 727.659 1339.5 1151.25 293.588
internal_count=166614 159588 75001 48850 84587 42637 37354 26151 32499 25373 7026 31761 57050 4855
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=15
num_cat=0
split_feature=52 64 21 21 32 51 15 58 28 48 23 51 76 61
split_gain=56.7219 56.0613 33.1188 29.2177 27.2648 34.0524 25.5335 24.5787 21.6867 21.0131 20.9684 20.0357 18.7551 18.0042
threshold=260.37457754629634 3.2769667020129059 0.016001024065540197 0.25462962962962971 0.15550073834616265 2.0126758453675748 6.3920030141045965 0.29327310652282462 0.19238924157913936 1.0000000180025095e-35 0.49041630560342625 2.4414009612931857 1.5000000000000002 0.99530183716798082
decision_type=8 8 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 9 -4 8 -3 10 -2 -9 -1 -8
right_child=3 7 6 -5 -6 -7 13 11 -10 -11 -12 -13 -14 -15
leaf_value=0.012331640595897295 -0.036917167146890223 0.0043623661268112901 -0.0028416829954190492 0.0017169984232399073 0.028989696259163922 -0.0062645833075675259 0.0055769610549168749 0.005817361396967897 -0.034727859499764695 0.005808721431400158 0.017051235791292026 0.019709242401637399 -0.014349776255771697 0.028239125679343377
leaf_weight=72.675573206404806 291.68948265361905 908.5381748282889 1263.1744886170563 321.51476577998255 30.434914190031122 294.93558512804157 457.77789419417968 446.88875789113808 35.927060611837078 37.570697045885026 18.61748200992588 621.93935792997945 637.32643210346578 107.63098872313276
leaf_count=3739 26229 21561 44745 7544 865 11483 7344 3986 1839 886 191 3967 31200 647
internal_value=0.000128973 0.00249317 -0.00244822 -0.0106808 -0.0165953 -0.0187953 0.00111165 0.00872193 0.00284023 -0.0293705 -0.0336349 0.0139118 -0.0116052 0.00993316
internal_weight=5546.64 4551.88 2538.59 994.763 673.248 642.813 1828.58 2013.29 944.465 347.878 310.307 1068.83 710.002 565.409
internal_count=166226 119028 87675 47198 39654 38789 52736 31353 23400 27306 26420 7953 34939 7991
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=15
num_cat=0
split_feature=16 51 31 18 52 37 40 18 20 26 20 22 30 4
split_gain=48.9132 46.1272 34.8693 50.6363 37.53 21.5754 27.8536 19.2226 21.2698 17.8922 17.6055 15.8681 15.7107 16.7699
threshold=0.66119543406422754 2.0126758453675748 0.010471347636807826 2.9342342632976885 40.69439814814816 35.587268030745307 1.0000000180025095e-35 3.3113300914298507 0.022347066167290892 0.19724337882503559 0.324561403508772 0.11696306429548566 0.036984739727511824 96.500000000000014
decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 6 12 9 -9 -2 -6 -10 13 -5
right_child=1 -3 -4 5 10 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.004671158710669818 0.020230486606860887 0.015532123303503238 0.0091114455801226246 -0.02574333868603423 -0.021431579646020549 0.0080435749070562872 0.014800558296956196 -0.030867642178946754 0.028862913509274613 -0.0096830990603987421 0.023358568374417618 0.0025774641211024824 -0.039652746497310785 -0.0032452815788466291
leaf_weight=907.96744363439939 54.694438780192286 813.22034346335568 500.0579138987232 91.24776243983797 687.72057848949407 652.2182384217449 176.16523708967725 27.596642996184528 107.088038664544 491.62753482628614 21.874162344087381 122.93611791729927 34.084669119853061 816.01508712144278
leaf_count=42350 659 7483 5047 4860 56173 6124 5065 479 823 8303 1026 1526 1126 25367
internal_value=-0.000161309 0.00714366 -0.00320128 -0.00502113 -0.0114126 0.00082392 -0.00339314 -0.00135037 0.009885 -0.00665684 -0.0200199 0.0148867 -0.00681003 -0.00553387
internal_weight=5504.51 1617.16 3887.35 3387.29 1617.56 1769.73 1117.51 803.943 257.621 546.322 709.595 230.024 941.348 907.263
internal_count=166411 19273 147138 142091 99549 42542 36418 11790 2828 8962 57199 2349 31353 30227
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=15
num_cat=0
split_feature=58 51 64 68 61 20 33 8 49 39 50 47 14 15
split_gain=50.73 38.4016 47.6168 27.5068 25.0277 19.797 19.6025 17.9862 18.8069 17.6652 17.2427 16.1032 16.7864 14.3994
threshold=0.080063296380544477 2.1383330595080281 3.0201273556387074 9.5000000000000018 0.92950256516603458 0.016001024065540197 0.00033599598050696101 0.007744888427055399 9.5000000000000018 3.5000000000000004 43.500000000000007 4.5000000000000009 0.37324342193755644 0.97099702100599516
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 9 -4 10 7 -1 -9 11 -3 12 -2 -14
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.039307616092740291 -0.047051277022065019 -0.0039180782211459264 0.0092048406780939739 -0.013900784458573311 0.025941064524690246 0.0049652082103165242 0.023723520983459027 -0.0070234711917923397 -0.028493845874945512 -0.05279415139343463 -0.031020939148156131 0.0064012896640736104 0.01447146469053397 -0.007748998212939168
leaf_weight=52.213539629112347 22.294727093947586 588.37257235376455 957.87451274739578 473.85555863636182 291.27058593346737 841.8852771059901 41.47925652313279 906.11962192394276 114.16123314580182 14.392732500062264 64.246443062642356 635.24994957121089 88.89997923206829 385.47550651896745
leaf_count=8760 717 18590 12021 23154 1583 15339 1605 57423 7772 3554 2273 7993 1382 4489
internal_value=-0.000110795 0.0023207 0.00592425 -0.00378156 0.013125 -9.90388e-05 -0.00962934 -0.0109402 -0.00945138 0.000409926 -0.00662957 0.00113244 -0.00560584 -0.00356311
internal_weight=5477.79 4363.82 2743.65 1620.17 1249.15 1494.5 1113.97 1072.49 1020.28 1146.31 652.619 1131.92 496.67 474.375
internal_count=166655 91095 49806 41289 13604 36202 75560 73955 65195 18135 20863 14581 6588 5871
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=15
num_cat=0
split_feature=10 11 52 37 40 52 32 35 50 64 37 62 37 51
split_gain=37.6743 34.7844 37.803 36.2335 39.2998 39.1861 24.9293 22.129 22.6502 21.2027 19.0202 18.3142 18.0857 26.3815
threshold=0.0011433356613183144 1.5000000000000002 2150.0996238425928 36.929109374649009 1.0000000180025095e-35 6.2942824074074082 0.093321070920179452 1.5000000000000002 54.500000000000007 5.0005792898547883 1.4440440315747221 0.57184271247461915 8.5412200059540648 6.3894010363054905
decision_type=2 2 8 2 2 10 2 2 2 8 2 2 2 2
left_child=10 2 12 4 5 6 7 -3 -9 11 -1 -5 13 -2
right_child=1 3 -4 9 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.026593498668054483 0.010179940916554324 -0.0085002354081617389 -0.020706791408968292 0.0024668947404585077 0.010768436493275128 -0.010707549777465481 0.051851659477401384 0.009952793812086809 -0.044221884770859747 0.022027982024493572 -0.0051921135412011203 0.036809414592101408 0.02512906491478353 -0.063461061523649762
leaf_weight=173.61708059493685 668.66171777898126 354.88537913985783 90.890958413339831 950.40050602779957 408.02883737780212 1569.3669875494597 23.839239453081973 481.65127932606265 19.119736100954469 191.16815130901523 257.61025084112043 39.485837441636249 227.91802076622844 11.401817876612766
leaf_count=22642 10742 16686 8836 10224 12497 59112 509 8421 582 1094 13269 233 1181 181
internal_value=0.000316399 0.00153178 0.00988107 -0.000535535 -0.00358073 -0.005975 0.00247229 0.00103762 0.00780036 0.00682739 -0.0138501 0.00387256 0.0129624 0.00885392
internal_weight=5468.05 5036.82 998.873 4037.95 2856.89 2448.86 879.496 855.656 500.771 1181.05 431.227 989.886 907.982 680.064
internal_count=166209 130298 20940 109358 97807 85310 26198 25689 9003 11551 35911 10457 12104 10923
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=15
num_cat=0
split_feature=31 21 68 52 52 51 66 51 16 66 37 52 39 50
split_gain=48.5475 51.7239 33.7377 27.6174 19.8496 18.0596 18.3107 18.0568 20.7659 21.9622 17.8119 18.1167 17.7266 17.3346
threshold=0.00056682814348674529 0.031009615384615389 9.5000000000000018 49.981006944444452 15.549421296296297 5.7477980882242035 1.9377217447323238 2.4414009612931857 0.9216493313673163 2.9995489166066798 2.5964401085452855 1537.6407928240744 1.0000000180025095e-35 11.500000000000002
decision_type=2 2 2 8 8 2 8 2 2 10 2 8 2 2
left_child=1 4 7 -4 13 6 -2 -3 9 -9 -8 12 -12 -1
right_child=5 2 3 -5 -6 -7 10 8 -10 -11 11 -13 -14 -15
leaf_value=0.0032631460903193681 -0.018087832611056589 0.0004359077535493641 0.0017032790896726472 -0.0128256419225079 -0.017199834717788187 -0.014458310368819449 -0.0065524672809699792 -0.0015812860316073551 0.023896872235473925 0.014229504275522768 0.0088513927854434217 -0.052771092106416742 0.027442096238532682 -0.014854024917110426
leaf_weight=324.4378106102231 40.303788919467479 1108.694438575716 685.87978165533423 623.89054748568742 615.50588067133322 58.787801997619681 74.431482091953512 447.77861796700017 202.88017499702983 429.75503026886145 206.14074871898629 7.6383683542953795 344.06688556319568 221.30434965265886
leaf_count=11418 909 16949 24108 35642 44181 590 1316 10837 1399 4298 2160 489 2120 9856
internal_value=-3.18652e-05 -0.00191221 0.00112316 -0.00522187 -0.011051 0.0119355 0.0142605 0.00492012 0.00951706 0.00616912 0.0163478 0.0194096 0.0205056 -0.00409729
internal_weight=5391.5 4660.13 3498.88 1309.77 1161.25 731.369 672.581 2189.11 1080.41 877.534 632.277 557.846 550.208 545.742
internal_count=166272 158688 93233 59750 65455 7584 6994 33483 16534 15135 6085 4769 4280 21274
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=15
num_cat=0
split_feature=31 14 32 39 49 51 16 18 15 34 16 57 66 30
split_gain=47.3018 43.6814 35.8771 31.371 30.3635 23.4089 26.9363 24.1664 25.8316 21.2051 16.9085 16.3539 14.7501 18.5943
threshold=0.0029996711360067464 0.4748944495327963 0.075253234889155876 1.5000000000000002 9.5000000000000018 2.1383330595080281 0.66273125029156144 2.9396575941893222 0.97099702100599516 0.0012613912343372566 0.58621869710831731 1.5000000000000002 3.2768304282940277 0.11513968590877169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2
left_child=1 9 3 4 5 7 12 8 -3 11 -2 -1 13 -7
right_child=10 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.013828721823546684 0.0073477463957682832 0.0070010104483717505 0.059937329275187114 -0.043658201556739613 -0.014748143226340627 -1.0123184371211618e-05 0.013767327679322214 0.0022177098299057496 -0.016414545931410514 0.0072737437703721299 0.02434731971981826 -0.020610201423565472 0.010419489302382984 -0.036795045411651385
leaf_weight=36.49810679408256 502.66537591337692 155.78905348780972 24.085578167694621 39.813052112971491 304.90775632380974 1239.2808129222503 615.19061159015109 865.79336097279156 475.78415865042189 97.435320210803184 206.18555947160348 472.76645759164057 359.99619459880341 34.333665373182157
leaf_count=720 5731 4750 586 8337 8471 36644 6041 13835 14865 6720 1245 52838 4893 812
internal_value=0.000285615 -0.00152327 0.000324585 -4.09539e-05 0.000398375 0.00163479 0.00485911 -0.00320764 -0.0106367 -0.0140363 0.0123198 -0.0181198 0.00149805 -0.00102985
internal_weight=5430.53 4721.67 4114.97 4090.89 4051.08 3746.17 2248.8 1497.37 631.573 606.7 708.851 509.265 1633.61 1273.61
internal_count=166488 159512 99234 98648 90311 81840 48390 33450 19615 60278 6976 53558 42349 37456
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=15
num_cat=0
split_feature=64 39 10 10 33 73 32 52 21 49 30 27 52 21
split_gain=39.9487 40.6718 33.7195 32.4279 23.8535 26.2162 20.5275 21.2634 23.7441 20.3378 18.8987 16.1833 19.8053 17.1047
threshold=2.602003343538398 2.5000000000000004 0.00085383485804812348 0.7254261955930198 0.00033599598050696101 1.0000000180025095e-35 0.031239115806498019 385.9707118055556 0.36038961038961043 13.500000000000002 0.058738835169910367 0.067199502177780202 12.156938657407409 0.016261237440507673
decision_type=8 2 2 2 2 2 2 8 2 2 2 2 8 2
left_child=2 3 -1 4 5 6 7 9 -9 -2 11 12 -4 -14
right_child=1 -3 10 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.028827429818612412 0.0034107384851834802 -0.039606938246886325 0.0022172731727635791 0.022854625195699911 0.027399240536956571 0.024145665824896734 0.030141083595763424 -0.020967201246854378 0.012187577900073486 -0.017364525707080514 -0.025292785759973947 0.0022755500032486504 -0.024679252067005705 -0.0070412249695259443
leaf_weight=135.74601484116647 1766.737337995808 51.494621013258438 473.56259180369852 227.46871006349102 96.470477095397655 127.19842161505949 57.428573410550598 212.80853386419767 71.507636086957064 125.22347081816406 93.164684618706815 1029.0697300943211 169.60764274675603 715.70048095692619
leaf_count=16892 34411 13074 16420 1612 1417 1557 878 8538 1300 5107 2509 19751 13211 29800
internal_value=-0.000238441 0.00398481 -0.00465436 0.00483533 0.00315874 0.00215705 0.000894662 0.000109405 -0.012615 0.00202724 -0.00332073 -0.00245327 -0.00603343 -0.0104444
internal_weight=5353.19 2736.34 2616.85 2684.84 2457.37 2360.9 2233.71 2176.28 284.316 1891.96 2481.11 2387.94 1358.87 885.308
internal_count=166477 67894 98583 54820 53208 51791 50234 49356 9838 39518 81691 79182 59431 43011
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=15
num_cat=0
split_feature=31 21 51 61 24 50 27 32 12 21 21 16 10 63
split_gain=38.6703 45.52 28.0014 25.2507 23.4506 21.8145 24.4643 17.6009 18.1447 20.5169 17.2269 16.8323 15.8242 14.4808
threshold=0.010471347636807826 0.031498015873015879 2.0126758453675748 0.38135237670429639 0.19655319086827258 14.500000000000002 0.067199502177780202 0.16539416135829432 1.5000000000000002 0.44097222222222227 0.32738095238095244 0.58904806156724709 0.001042492369620857 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 7 6 13 8 -3 12 -5 -2 -10 -1
right_child=11 2 3 10 -6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.01111210629400259 0.0063295906203377833 0.003147846949586133 -0.0077073019395450335 0.0046909033756988511 0.027548660956568095 -0.020604967898875139 0.0041026044492211231 0.048743105099936831 -0.035385519448691914 0.0073688323532795953 0.01657856543556643 0.024216844778915822 -0.010661821695956319 -0.052428137644555034
leaf_weight=462.35381832160056 452.43573894753354 382.49029606641852 331.64685222885964 1389.8899998098732 55.04707240202697 343.96050802612626 364.16326956590638 13.825793907570185 70.22622549009975 147.83972786998493 389.88778834202094 185.08325268747285 741.14769894050551 21.334209071854275
leaf_count=30105 4815 9661 19356 27603 501 18153 9384 389 7028 2550 5165 1106 21507 8985
internal_value=4.77012e-06 -0.0015591 0.00129965 0.0049427 -0.00415309 -0.0100012 -0.00568021 -0.00545983 -0.00605426 -0.00972309 0.00730293 0.0115524 -0.0128426 -0.0130389
internal_weight=5351.33 4713.81 3522 2111.42 1410.58 1191.81 847.851 1355.53 1341.7 959.214 1779.78 637.519 811.374 483.688
internal_count=166308 160387 93760 52124 41636 66627 48474 41135 40746 31085 32768 5921 28535 39090
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=15
num_cat=0
split_feature=31 18 52 33 58 68 44 16 14 39 57 52 51 51
split_gain=37.1706 35.5564 31.3122 22.8472 18.2068 17.4794 16.9609 16.5056 16.1717 16.8167 15.41 13.5022 13.1775 17.6501
threshold=0.0083732724082642759 2.9342342632976885 52.020607638888897 0.00062000127210763061 0.020782362912189253 1.5000000000000002 59.500000000000007 0.79105732201991208 0.37882788744791857 1.0000000180025095e-35 5.5000000000000009 1.0287673611111112 5.6681538055464769 6.6970334855869531
decision_type=2 2 8 2 2 2 2 2 2 2 2 10 2 2
left_child=1 2 6 4 -3 -6 8 -4 11 12 -2 -1 -10 -14
right_child=10 3 7 -5 5 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.002784918228165146 0.019615331342676012 -0.013720772460550815 -0.016809162007367092 0.028608079330072079 0.0087600787352476953 -0.00038516683954288112 0.028397634836702008 -0.00088724152200637691 -0.0026645826922006783 0.0092519664351506641 0.0040939494703315146 -0.026734565019358239 -0.05136598966002473 0.041143427803242767
leaf_weight=59.315937101142481 303.3151138019748 173.48054102233436 697.86943991513363 81.427353302657139 836.10283717976563 1389.9889215304338 46.336778269629576 212.34367407730315 689.34989204798148 344.78116041794419 338.42285861627897 109.7131631716984 26.889971638782299 5.5336953763035117
leaf_count=4152 1860 10252 55323 1045 8316 31759 1623 3073 24701 6500 4341 11473 1771 170
internal_value=0.000175281 -0.00137502 -0.00601352 0.00272418 0.00183428 0.00305211 -0.000975709 -0.0130998 -0.00209934 0.000183488 0.0114492 -0.0164201 -0.0041552 -0.034819
internal_weight=5314.87 4673.13 2192.13 2481 2399.57 2226.09 1281.92 910.213 1235.58 1066.55 641.738 169.029 721.774 32.4237
internal_count=166359 160158 108786 51372 50327 40075 50390 58396 48767 33142 6201 15625 26642 1941
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=15
num_cat=0
split_feature=10 72 20 52 32 39 76 43 37 28 65 74 17 51
split_gain=35.5985 32.6724 35.2902 31.1776 24.4814 28.1961 29.0504 20.8182 20.3077 19.8005 18.9434 17.9265 15.9408 15.5522
threshold=0.00085383485804812348 1.0000000180025095e-35 0.28991596638655465 0.2323726851851852 0.075253234889155876 1.5000000000000002 1.5000000000000002 3.5000000000000004 46.888919172483988 0.31662195280060029 1.0000000180025095e-35 0.043484866988841443 0.84375000000000011 6.4305252799863091
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 6 9 -3 -8 13 -1 -9 -6 -5
right_child=1 7 -4 4 12 -7 8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.027772286295969589 0.0075598093848428961 0.019402944266702596 0.012592664051957187 0.0083116807551671026 0.05295432696944713 -0.045156292093766745 -0.0085535345348515882 -0.010254962498207724 0.0029314630365310981 -0.054214624505678537 -0.0049120336480314329 0.037742901544061916 -0.0075899689425001846 -0.043205816959213626
leaf_weight=165.51954228664545 692.9275800390169 356.73997187171699 457.41598139074631 584.48377549636825 29.704037170507945 41.379622645737982 2085.0407038067187 125.60129189817417 471.44751476714737 12.502006198279558 199.9931066770805 21.990052936831489 16.481668732827529 14.044979606609557
leaf_count=24184 14465 4550 6152 10201 697 10225 79625 2043 5022 449 8030 194 382 161
internal_value=-0.000279907 0.000842038 -0.000539118 -0.00206337 -0.0041136 -0.00463798 -0.00409458 0.0128839 -0.00643524 0.00569304 -0.0153116 -0.00289775 0.0316457 0.00703273
internal_weight=5275.27 4909.76 4405.43 3948.01 3255.08 3208.9 3167.52 504.331 2556.49 611.031 365.513 147.591 46.1857 598.529
internal_count=166380 134166 127379 121227 106762 105683 95458 6787 84647 10811 32214 2237 1079 10362
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=15
num_cat=0
split_feature=21 52 49 66 28 57 75 27 0 73 30 10 33 10
split_gain=35.635 38.9782 24.888 20.0546 22.735 18.7862 17.21 26.7484 17.106 16.5327 15.5301 15.1129 14.0505 14.0277
threshold=0.31414473684210531 160.10991319444449 9.5000000000000018 2.5811429701371549 0.052625407804897197 6.5000000000000009 1.0000000180025095e-35 0.070500928861604348 6.5000000000000009 1.0000000180025095e-35 0.058738835169910367 0.00027692178713107095 0.022182132028088782 0.39504948995796346
decision_type=2 8 2 8 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 10 13 -4 11 -8 -2 -9
right_child=12 3 9 5 -6 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.010436807663375869 0.0071098709379635323 -0.027226528078837853 -0.016158022431785036 0.0016435905342055647 0.039226179709571152 -0.014800643331336936 -0.026138826319488856 -0.0163230901123971 0.009992897993930069 0.013967841487559564 -0.043711969633741576 -0.0021351686232927067 0.031584907128836763 0.0083540581956488402
leaf_weight=508.62961319688475 903.83297350077191 224.37849070710217 310.78712084225845 343.71430689370027 12.790549629367886 349.71519144215199 67.80740850080474 129.08163480873918 802.75192487501772 52.540170537715312 23.123773938044906 1402.8551011035815 61.846986502059735 102.49082890700083
leaf_count=5070 16603 21958 13444 6614 342 22677 6969 3458 13990 757 807 51996 827 955
internal_value=2.8338e-05 -0.00190877 0.000573767 -0.0109699 -0.0234931 -0.00665905 0.00205463 0.000364767 0.00654195 -0.0117752 -0.00391394 -0.00325891 0.00870843 -0.00541236
internal_weight=5296.35 4330.67 3400.07 930.599 237.169 693.429 3036.74 2528.11 1034.32 363.327 1493.79 1470.66 965.68 231.572
internal_count=166467 149037 97446 51591 22300 29291 83245 78175 18403 14201 59772 58965 17430 4413
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=15
num_cat=0
split_feature=31 21 24 3 32 51 11 52 50 39 27 40 4 52
split_gain=34.0326 39.2371 25.5868 26.1088 24.3813 25.5298 21.7392 19.4104 22.6879 19.6291 17.5871 17.7737 16.6328 15.1326
threshold=0.0086689920249094967 0.016001024065540197 0.11348003765787708 1.0000000180025095e-35 0.031995172528711383 1.2424533248940002 1.5000000000000002 195.31849537037041 11.500000000000002 3.5000000000000004 0.082470772646765722 1.0000000180025095e-35 177.50000000000003 8.423310185185187
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 10
left_child=1 7 3 4 5 -3 -7 8 9 -1 11 13 -13 -8
right_child=-2 2 -4 -5 -6 6 10 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00041464900511487294 0.010780307357792085 -0.0076886280080027255 0.017638784236000453 -0.018865266359049726 0.04774803944497328 0.014812064785902537 0.0033354018739118331 -0.033350531423511416 -0.018358174516642067 -0.051647990155840533 0.0066349439729227718 0.012950345385645892 -0.048219693423582205 -0.0094915957475367602
leaf_weight=560.67675040005997 638.64662559694261 737.48358022025786 213.79493351647398 175.76230111706172 26.500574128876906 330.95377373454721 337.71838074996049 82.610504919226514 341.80543806348578 18.340914335094567 849.51204156972744 219.99573446390605 10.730271168984471 716.6546798133495
leaf_count=26938 6164 23505 2126 12782 630 5467 8345 6820 18444 8945 12391 7583 452 25926
internal_value=-2.93235e-05 -0.00152478 0.000901538 -0.000154143 0.0008697 0.000467068 0.00290867 -0.010268 -0.00816328 -0.00212376 0.00105708 -0.00263245 0.00990973 -0.00538381
internal_weight=5261.19 4622.54 3619.11 3405.31 3229.55 3203.05 2465.56 1003.43 920.823 579.018 2134.61 1285.1 230.726 1054.37
internal_count=166518 160354 99207 97081 84299 83669 60164 61147 54327 35883 54697 42306 8035 34271
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=15
num_cat=0
split_feature=21 31 72 21 51 51 11 45 18 51 75 30 37 52
split_gain=35.6049 38.336 34.932 26.2678 23.5846 23.3913 21.8721 21.8502 19.7908 18.3706 15.5172 14.7427 14.4748 14.1424
threshold=0.31009615384615391 0.045436841978748269 1.0000000180025095e-35 0.031498015873015879 2.602003343538398 1.2424533248940002 1.5000000000000002 2.5000000000000004 3.041055290845065 1.8688348091416842 7.6011523970629087 0.22532021558832011 4.2259133381930774 6.2942824074074082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8
left_child=1 2 3 13 -2 -5 -7 9 -8 -4 12 -11 -3 -1
right_child=4 10 7 5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0036772117873075092 0.0037339708723437997 -0.0011592177214781992 -0.023243055963067707 -0.012064240002945394 0.020427296495184225 0.013835920448600906 -0.0065882513671999023 0.022040596451569073 0.0044064310132173939 0.010483235598380158 -0.041837120213885609 -0.081434269513982471 0.021438456556619037 -0.015430276128952789
leaf_weight=407.21200577767922 665.97730952355778 95.956916200811975 62.441062336172763 442.91512961274566 309.5197124427068 270.00725543537374 882.25130431917205 206.51138568230817 761.81658988367417 169.86512413212768 11.250046899076549 3.4849455031799144 268.9235962232342 691.64021088498339
leaf_count=14959 12897 1066 1461 17896 4778 5125 35022 3055 15429 2660 259 64 1955 50054
internal_value=0.000431963 -0.00153567 -0.00300765 -0.0047015 0.00904616 -0.00172335 0.00067457 0.0102077 -0.00149403 -0.00020513 0.0136872 0.0081789 0.0155088 -0.0110821
internal_weight=5249.77 4274.28 3898.15 3455.84 975.497 2356.99 1914.08 442.303 1644.07 235.791 376.131 173.35 364.881 1098.85
internal_count=166680 149005 145725 138485 17675 73472 55576 7240 50451 4185 3280 2724 3021 65013
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=15
num_cat=0
split_feature=20 51 52 48 39 52 16 7 8 43 18 45 52 7
split_gain=32.4307 28.273 23.9658 23.6627 27.5062 22.4946 18.326 16.718 15.8206 15.1761 16.7417 13.909 13.954 14.4269
threshold=0.02062074829931973 2.249904835165133 2.5751215277777781 1.0000000180025095e-35 1.0000000180025095e-35 368.22104166666674 0.9216493313673163 1.0000382908679575 0.059830960780076138 1.5000000000000002 3.1226760024749343 9.5000000000000018 10.730312500000002 2.1360871293278083
decision_type=2 2 8 2 2 8 2 2 2 2 2 2 10 2
left_child=2 3 -1 5 -5 9 -3 -8 -4 -2 11 12 -11 -14
right_child=1 6 8 4 -6 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.0038155470498042448 0.017152540305478747 0.0053813781530025586 -0.025691704804209736 -0.0042171695074356957 0.026764007372256322 -0.018458950870243251 0.040516890496825601 0.011935069681109618 -0.0064808171991832808 0.006354226126221392 0.0046931398865133582 -0.044335105978155473 -0.017615255786663821 0.04031407740521907
leaf_weight=603.0668969696344 95.339305365865584 1393.9455925828661 114.53712682187506 149.82329490354459 135.88766807335196 257.23599312399892 70.391168932663277 185.72273739182856 1511.0188489315369 111.34406391397351 304.48391763525433 27.995413333061151 231.32716319157043 10.34225952811539
leaf_count=16221 1608 34463 18335 2335 1701 12209 373 1764 59084 2725 5166 1420 9039 109
internal_value=-0.000133508 0.00328351 -0.00469255 -0.00215878 0.0105598 -0.00566616 0.00764832 0.0199176 -0.00784938 -0.00143351 -0.0040397 -0.0110126 -0.0082522 -0.0149803
internal_weight=5202.46 2973.84 2228.62 1323.78 285.711 1038.07 1650.06 256.114 1625.56 780.832 685.493 381.009 353.013 241.669
internal_count=166552 72912 93640 36312 4036 32276 36600 2137 77419 20067 18459 13293 11873 9148
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=15
num_cat=0
split_feature=21 51 75 10 40 52 52 37 13 51 10 37 12 38
split_gain=37.405 30.7948 26.5594 25.8847 22.6526 28.5999 16.2721 18.8646 26.2283 18.6676 16.4352 15.4202 15.2738 17.1191
threshold=0.048003072196620589 1.2424533248940002 1.0000000180025095e-35 0.46467629182625197 1.0000000180025095e-35 252.78649305555558 5.9292071759259271 2.1775935355236729 1.5000000000000002 2.3502401828962087 0.025473602744921321 6.5439285327249879 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 10 8 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 11 -1 -8 -9 -10 -11 12 -4 -14
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 -13 13 -15
leaf_value=0.00030941568527573796 -0.0058624475035153603 0.017291267482977886 0.011100659635276958 0.011938412030235906 0.012302057569026583 -0.022543574662373559 -0.024048631656670691 0.008333057884442014 -0.027799603655879801 -0.025024588873606007 -0.0031364934260556146 0.0030852401251825895 -0.0094189382174782177 -0.044223349169902448
leaf_weight=617.64363084485194 789.65963435930826 396.55298984900583 65.490740763641952 630.97420601960039 308.82286220172318 158.87214893904456 191.66138218357446 216.87228710590716 140.1607097682645 105.47858362709303 442.83906569419196 932.61773307825206 184.26809085364221 42.984485997090815
leaf_count=17694 24795 3960 4157 5830 10534 8307 27627 7854 5437 8577 10416 14868 13746 2737
internal_value=-0.000131592 0.00282506 0.00534788 0.0033034 8.01183e-05 -0.00265351 -0.00618258 -0.00983468 -0.00680239 -0.0115753 -0.00738495 -5.842e-05 -0.0100499 -0.016167
internal_weight=5224.9 3510.24 2720.58 2324.03 1693.06 1384.23 1714.66 1097.01 905.351 688.478 548.318 1225.36 292.743 227.253
internal_count=166539 88934 64139 60179 54349 43815 77605 59911 32284 24430 18993 35508 20640 16483
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=15
num_cat=0
split_feature=64 72 14 40 20 51 32 43 31 50 52 15 16 43
split_gain=32.2082 24.1802 21.2164 21.302 20.6889 28.2952 20.4671 19.5438 17.9427 16.8946 19.2774 15.9765 15.3751 23.4778
threshold=2.524928003624769 1.0000000180025095e-35 0.31736097472073632 1.0000000180025095e-35 0.21583850931677021 0.89587973461402759 0.11597991173542098 5.5000000000000009 0.050531270194272247 38.500000000000007 8.736828703703706 3.5018624222162518 0.29524215827793199 2.5000000000000004
decision_type=8 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=2 4 -1 9 5 6 12 -6 -7 10 -4 -9 -2 -14
right_child=1 -3 3 -5 7 8 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.025377704430135706 -0.039366533978890603 0.020290929820902748 0.0030019407648957416 0.0097290389527875925 0.013201431702718747 7.2581473391309444e-05 0.026595467821046388 -0.069615461357745365 0.013678579229660773 -0.024995528342623554 -0.0073623765599552986 0.033200708643428542 0.017724099137273141 -0.0220529404554652
leaf_weight=112.08257855301781 67.138315148702532 201.42163631640142 670.18022104024567 279.91872037306348 485.8360577475396 1383.671215509421 26.381442962476285 11.920218338374982 292.75125178496819 98.9368798755022 1353.479145914378 4.6388296838849774 49.632902287339675 138.93874361293274
leaf_count=15967 15448 2866 16690 10630 6392 36807 858 209 1805 4045 50017 28 741 3883
internal_value=-0.000153379 0.00367879 -0.00421054 -0.0032129 0.00231142 -1.23418e-05 -0.0146341 0.0113523 0.00245532 -0.0049234 -0.00393021 -0.0405622 -0.0189748 -0.0115452
internal_weight=5176.93 2662.33 2514.6 2402.51 2460.91 1958.51 282.091 502.395 1676.42 2122.6 2023.66 16.559 255.71 188.572
internal_count=166386 69037 97349 81382 66171 59542 20930 6629 38612 70752 66707 237 20072 4624
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=15
num_cat=0
split_feature=39 39 27 48 51 18 14 43 21 52 8 11 34 52
split_gain=33.0841 31.2056 25.3659 23.0208 26.4805 19.5029 18.3676 17.9694 20.6926 19.2606 16.5161 15.0758 14.6758 14.2617
threshold=1.0000000180025095e-35 2.5000000000000004 0.027816913936747806 1.0000000180025095e-35 2.524928003624769 3.1316504448137876 0.47691537239239418 1.5000000000000002 0.5590277777777779 43.910260416666674 0.30040266557688727 1.5000000000000002 0.0051483533712116348 705.75865740740744
decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 8
left_child=2 3 6 4 7 13 -1 12 9 -9 -6 -8 -2 -4
right_child=1 -3 5 -5 10 -7 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.020985133868398259 0.017197920232653058 -0.038042666414573358 -0.0033843445818307174 0.017267308463008644 0.0013356290428409208 0.0063005219065420089 0.010689790009355228 0.0018413656003429019 0.023786723073721656 -0.015214064079472893 0.017535744605903538 -0.0076091590122359214 -0.032378153079777636 -0.050004362006349723
leaf_weight=234.57688214949303 151.94512245256919 40.309093548254168 921.02927927758719 359.7029296081746 266.19543195197184 830.20317325242286 124.71201347165697 284.45149252077681 54.128200052888133 394.30214279225765 384.32150618289597 1083.4548899254733 15.618988024871213 15.710323829338448
leaf_count=31328 3190 12983 27052 5342 8590 11557 4469 6019 830 14970 3314 35281 744 1010
internal_value=-0.000171445 0.00496198 -0.00329232 0.00588867 0.00324029 0.000724548 -0.00820891 -0.00231291 -0.00569194 -0.0080743 0.0109188 -0.00571299 0.0124122 -0.00421871
internal_weight=5160.66 1950.97 3209.69 1910.67 1550.96 1766.94 1442.74 900.446 732.882 678.754 650.517 1208.17 167.564 936.74
internal_count=166679 55982 110697 42999 37657 39619 71078 25753 21819 20989 11904 39750 3934 28062
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=15
num_cat=0
split_feature=20 31 52 40 45 3 52 11 27 37 58 43 66 75
split_gain=38.0194 26.8144 21.8071 25.0757 27.145 18.0048 17.8926 16.089 19.1804 15.1403 14.9613 14.8205 20.4601 14.6693
threshold=0.018350168350168353 0.0086689920249094967 0.2323726851851852 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 825.74211226851855 1.5000000000000002 0.011757530518866811 5.6620377281437531 0.027722555402588063 5.5000000000000009 3.094802244191563 6.0222354711552812
decision_type=2 2 8 2 2 2 8 2 2 2 2 2 10 2
left_child=10 2 -2 4 6 -5 7 -4 -9 11 -1 12 -6 -12
right_child=1 -3 3 5 9 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.017074474631678296 0.01306377458648763 0.018705485983699695 0.0096914557767721361 0.016210292230388283 -0.017537060771183048 -0.023125287087141757 -0.027520002035514475 -0.015845184497923961 -0.00078860049702530587 0.007480732686737818 -0.0050559133418922944 -0.068888278425776092 0.022464609779909019 0.011218892093509666
leaf_weight=237.37999799814133 380.08458706698002 261.57903111295309 152.01934606459872 313.57976754374067 105.41517340498103 31.179424485060736 98.178364539329777 401.34644470884086 446.19861993417726 737.45210180496724 1780.7437680071926 8.8621768884331669 44.7307841168913 149.18809600989334
leaf_count=24244 6853 2152 2686 9046 9068 1745 5011 15435 8061 10511 64891 1020 1797 3766
internal_value=-0.00021688 0.00344675 0.00197248 0.000165318 -0.00198899 0.0125963 -0.00725768 -0.00524198 -0.00792877 0.00446358 -0.0052546 -0.00948873 -0.00555017 -0.00379268
internal_weight=5147.94 2980.63 2719.05 2338.96 1994.2 344.759 1097.74 999.564 847.545 896.46 2167.31 159.008 150.146 1929.93
internal_count=166286 73385 71233 64380 53589 10791 31193 26182 23496 22396 92901 11885 10865 68657
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=15
num_cat=0
split_feature=64 39 68 14 27 64 73 10 28 7 73 15 58 26
split_gain=31.6098 26.3785 22.1336 21.4236 17.6741 17.0815 16.095 15.5967 14.2019 19.5452 13.6749 13.6733 15.447 15.0869
threshold=2.602003343538398 3.5000000000000004 9.5000000000000018 0.60130096567149216 1.0000000180025095e-35 7.5634598609461881 1.0000000180025095e-35 0.88009737064511062 0.015941814113564476 0.52763477808344805 1.0000000180025095e-35 2.0100398935019514 0.98083071319470727 0.86223641868376355
decision_type=8 2 2 2 2 10 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 7 -6 10 11 -10 -2 12 13 -4
right_child=1 -3 8 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.013206682284029662 0.0057866319186027299 -0.052186700705574129 -0.010017410468841069 -0.0073761519300007562 -0.00026218076095603087 -0.053217007468448076 0.015343349804399557 0.030727204897021434 0.033457466246855382 -0.0090049727525486657 0.023411586194542058 0.0023154033315757354 0.055321508453474381 -0.044584442053852535
leaf_weight=484.10926218577879 1606.9527871488826 19.664918029986438 311.61471982042713 788.45744878928963 1058.1251406256197 10.499601521325529 194.79131262761075 71.270003449171782 58.77015643886989 48.954804804408923 117.32252322253771 316.74896117279422 7.3653563037514678 34.300944005372003
leaf_count=53297 27187 10127 16579 22827 20732 255 1834 500 1311 1179 1188 8784 42 522
internal_value=0.000223106 0.00408834 0.00453667 -0.00376153 -0.00151625 0.00757227 0.00217432 0.00795716 -0.00251304 0.0142554 0.00699874 -0.00522624 -0.0119755 -0.0135637
internal_weight=5128.95 2603.46 2583.8 2525.48 2041.37 1806.04 1252.92 1795.55 777.755 107.725 1724.28 670.03 353.281 345.916
internal_count=166364 67674 57547 98690 45393 29130 22566 28875 28417 2490 28375 25927 17143 17101
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=15
num_cat=0
split_feature=64 37 39 58 71 7 18 70 11 71 1 51 21 40
split_gain=39.7052 29.724 24.8349 19.0081 18.3063 16.8371 15.3161 32.458 15.2006 14.3788 13.4493 13.446 16.7622 13.2978
threshold=5.0336952619030333 55.233199552931175 2.5000000000000004 0.028539146629305095 2.0126758453675748 3.4653852282237705 3.1136509411065041 1.0000000180025095e-35 2.5000000000000004 5.803626672146776 16.500000000000004 3.5972184255501678 0.10840188014101058 1.0000000180025095e-35
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -6 -9 -4 -11 -13 -10
right_child=1 -3 10 4 6 -7 -8 9 13 11 -12 12 -14 -15
leaf_value=-0.015045105972282084 0.0053152618257585847 0.033081720179043345 -0.041880837806323776 -0.021357441176923085 0.014642229221585201 0.029299774028504103 0.0032208419196774565 -0.007545372295453991 -0.0046214054258937945 -0.048139752654452445 0.087253337791622101 -0.028421057320778834 0.0053060761971304611 0.015596079938233637
leaf_weight=306.12622449610353 1764.8911659430159 94.531193146249279 35.91480394489372 177.27925437665544 197.35803325368033 17.197197064291686 1231.3567278942828 507.89030621815618 499.34655510091397 42.277577928907704 1.2152675202341914 102.88187931476568 56.654511775210267 96.126090533682145
leaf_count=33608 29915 559 12666 5707 9206 133 20470 23138 17439 2345 215 6216 1587 3164
internal_value=0.000156872 0.00589906 0.00445554 -0.00321085 -0.00196901 -0.0167509 -0.000911751 -0.00429838 0.00265407 -0.012058 -0.0354768 -0.0233213 -0.0164854 -0.00133706
internal_weight=5131.05 1896.55 1802.02 3234.49 2928.37 194.476 2733.89 1502.53 792.831 709.704 37.1301 201.814 159.536 595.473
internal_count=166368 43355 42796 123013 89405 5840 83565 63095 29809 33286 12881 10148 7803 20603
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=15
num_cat=0
split_feature=24 32 39 11 40 50 37 52 15 8 18 20 64 38
split_gain=31.2349 25.0614 27.7385 27.8192 24.7198 29.5286 27.0498 29.7401 19.33 16.9942 16.8651 16.5592 16.4058 15.3968
threshold=0.11348003765787708 0.075253234889155876 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 54.500000000000007 36.929109374649009 1.0287673611111112 0.44182631163000413 0.059830960780076138 3.2687822238619 0.069971440228478191 5.0336952619030333 28.500000000000004
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 8 2
left_child=1 2 3 13 5 6 7 -5 -3 -9 -7 -6 -8 -1
right_child=-2 8 -4 4 11 10 12 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0065440347062695808 0.018001305434824515 0.00053492713001875025 -0.038523922176970628 0.0043820072804628537 -0.0036717027621823704 -0.058434890356207185 0.00043559431435876084 -0.030236478333613377 0.055271645922357365 -0.0086561303183011386 -0.0022103931159823858 0.015826418367741724 0.019358594831280416 -0.086445670114747075
leaf_weight=1006.5705450473051 220.6570947940927 30.31290024262853 49.357284835594328 462.52444613841362 184.73187007940578 38.695664981787559 777.66581908072112 95.469248629946378 33.518839929660317 1750.3068457944246 20.208682605298236 263.13667821607669 133.33407534600701 3.4755920176394275
leaf_count=20962 2264 854 14824 13664 8301 2568 8733 18371 877 65778 405 7972 779 71
internal_value=-0.000353417 -0.00119215 -0.00161015 -0.0012174 -0.00321262 -0.00471823 -0.00406967 -0.00694811 0.0296871 -0.0097881 -0.0395045 0.00779379 0.00322336 0.00613887
internal_weight=5069.97 4849.31 4785.48 4736.12 3726.07 3278.2 3219.3 2308.3 63.8317 1845.78 58.9043 447.869 911 1010.05
internal_count=166423 164159 162428 147604 126571 110298 107325 97813 1731 84149 2973 16273 9512 21033
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=15
num_cat=0
split_feature=31 21 66 24 51 16 50 52 66 37 39 51 47 75
split_gain=29.5471 29.7757 20.5441 23.4021 16.6305 22.0247 13.8481 14.8942 13.1503 13.0077 15.6041 13.4351 13.006 11.795
threshold=0.00099040475421546229 0.031009615384615389 3.2181130628332202 0.19655319086827258 2.0126758453675748 0.68090061761281506 15.500000000000002 5.9292071759259271 1.9377217447323238 4.704759350563462 1.0000000180025095e-35 5.8847132099692177 2.5000000000000004 6.4606863153656269
decision_type=2 2 10 2 2 2 2 8 8 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 -1 -2 -10 -11 -12 -4 -8
right_child=8 2 12 -5 5 -7 13 -9 9 10 11 -13 -14 -15
leaf_value=0.0041388518860562161 -0.017799367952628372 -0.0084389118425871098 -0.0051203157950680906 0.022439721831651525 -0.003572363123515606 0.010302409034691151 -0.020981094786637296 -0.010473056252669354 -0.00086861224865020551 0.0047969000361970477 0.026797235729764654 -0.013840787347184491 0.009702098386104167 0.016771053266937442
leaf_weight=259.96222703836975 41.103604483359959 883.29885253173416 184.55419468805485 92.670629035972524 1025.3060450544726 395.53203389770351 280.48541975400076 526.11371931441863 166.53350071155 197.9528905354673 240.5718705781037 21.602816457860172 735.18606538501626 21.602214581507724
leaf_count=8966 925 34066 3160 810 39686 4205 15852 39721 2447 2240 1756 139 11541 1109
internal_value=-0.000492051 -0.00197844 0.000377018 -0.00206092 -0.00305562 0.000294617 -0.00915126 -0.00564165 0.00930078 0.0111038 0.0154295 0.0234089 0.00672552 -0.018235
internal_weight=5072.48 4404.71 3316.55 2396.81 2304.14 1420.84 1088.16 786.076 667.765 626.661 460.128 262.175 919.74 302.088
internal_count=166623 159116 93468 78767 77957 43891 65648 48687 7507 6582 4135 1895 14701 16961
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=15
num_cat=0
split_feature=64 39 10 51 45 32 66 11 16 16 10 27 28 51
split_gain=30.1833 22.2793 20.1986 17.5626 20.1812 16.3704 17.0666 25.0435 16.2454 16.2407 16.2093 15.7685 15.2049 14.9092
threshold=4.0689902272260703 3.5000000000000004 0.00085383485804812348 2.0126758453675748 1.0000000180025095e-35 0.075253234889155876 3.1678665176585334 2.5000000000000004 0.92773399736274353 0.97497620038926691 0.41742857028158881 1.0000000180025095e-35 0.20773041581964949 1.4978661367769956
decision_type=8 2 2 2 2 2 10 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 13 12 -9 -6 -8 -5 -4
right_child=1 -3 5 8 10 -7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.021986091972166218 -0.015638392223697801 -0.051317640319593988 -0.013987419541418897 0.0082320504777613473 0.00077732516322987768 0.055596030417247672 -0.0053881757096962413 -0.0086533396198513989 0.02308819039261939 0.008796109374008142 0.023461698889076909 0.0088408857625696217 -0.020813160647043086 0.012620338386206241
leaf_weight=131.52421408687223 165.66487666697503 16.455417916949955 64.006637901613431 951.03384379015188 604.26660150448151 11.275758384610524 303.40012238342024 1574.0586693582918 181.92367097735405 144.88144593901234 89.564169631048571 539.82630409416743 46.358359976438805 278.18936503988516
leaf_count=19494 4513 10031 3956 14384 16199 428 7162 65485 1093 1649 581 6902 1483 13935
internal_value=0.000263725 0.0049449 -0.00289424 0.00542393 -1.28908e-05 -0.00202577 -0.00226854 -0.00471945 0.00938299 -0.00717835 0.00373512 0.00372083 0.00686255 0.00761719
internal_weight=5102.43 2055.27 3047.16 2038.81 859.496 2915.64 2904.36 2061.14 1179.32 1718.94 693.831 843.226 997.392 342.196
internal_count=167295 48284 119011 38253 21293 99517 99089 85025 16960 67134 16780 14064 15867 17891
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=15
num_cat=0
split_feature=31 21 52 33 37 50 52 64 49 10 57 70 43 38
split_gain=26.1657 29.5568 18.9434 16.9233 18.5826 15.4941 16.9446 15.1888 14.8168 14.4966 14.1859 13.5839 12.0513 17.0259
threshold=0.0088200102000652366 0.016001024065540197 8.736828703703706 0.00033599598050696101 40.595802075584821 15.500000000000002 73.005584490740759 4.1190041246092024 14.500000000000002 0.0002515501585288912 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 11.500000000000002
decision_type=2 2 8 2 2 2 10 8 2 2 2 2 2 2
left_child=1 5 -3 4 8 6 9 -6 12 -1 -2 -7 13 -4
right_child=10 2 3 -5 7 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.036113272990931054 0.017920996181206621 0.0066573931129307474 0.0078308928936626342 0.017323753407807702 0.0015272248931202694 -0.010277273679194711 -0.019999199745089905 0.022317760589434021 -0.034436740946179746 0.00099796659053863436 0.0026466362224552868 -0.033605561524756848 -0.0067841871642499831 -0.011004279478135738
leaf_weight=26.746899423364084 285.13763289846247 1011.249593435663 388.77972642924578 113.47220142671722 417.24911072175018 163.29986138103413 147.68453772729845 110.33428348012967 40.040413121474558 508.93858325195833 325.16232936503366 101.4024001773505 1245.9981524758405 172.36120959388791
leaf_count=4969 1829 21557 16717 2200 4748 8898 11447 756 2152 28989 4260 6857 46538 4603
internal_value=0.000101114 -0.00123177 0.000890438 -0.00145506 -0.00235927 -0.00905784 -0.00506554 0.00590918 -0.00472279 -0.000918843 0.0098006 -0.0193067 -0.00404574 0.00203616
internal_weight=5057.86 4447.56 3499.48 2488.24 2374.76 948.072 683.37 527.583 1847.18 535.685 610.3 264.702 1807.14 561.141
internal_count=166520 160431 99271 77714 75514 61160 45405 5504 70010 33958 6089 15755 67858 21320
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=15
num_cat=0
split_feature=16 38 30 51 43 36 38 47 52 7 32 51 49 1
split_gain=26.0988 19.9075 21.7674 16.5358 18.7113 20.0091 17.711 16.7832 15.3464 13.9813 13.6706 18.21 18.1623 17.8495
threshold=0.65558018067963297 1.0000000180025095e-35 0.058738835169910367 2.249904835165133 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 2.8330092592592595 1.7076270908922997 0.05362571352421458 1.2424533248940002 11.500000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2
left_child=1 8 10 4 6 7 -2 -6 -1 -8 11 13 -13 -3
right_child=3 2 -4 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0066320283805181741 0.021791184980816111 -0.030037719712762197 -0.022583974862771902 0.011471341713946214 -0.041629206584737864 0.0093549369049063889 -0.026549519495828747 -0.0066244049565474753 -0.017653926591316971 0.015149489764521535 0.022802753747815832 0.0020554955787787875 -0.011607168874665456 -0.0040484498426062599
leaf_weight=80.72988112384337 167.18341507055447 95.56744994091423 111.92867869901602 649.29008817649446 36.587540452892426 201.80924560083076 41.469154024380259 393.60447230283171 324.47746155286222 37.26433026464656 62.114442572405096 2340.4630483227011 270.44401802492212 210.39528290761518
leaf_count=5192 1613 7859 3258 6600 722 2705 739 7311 42108 355 1650 65171 10768 10525
internal_value=-2.27216e-05 -0.00240467 -0.00103674 0.0054281 0.000950684 -0.00360424 0.0126239 -0.00969118 -0.012811 -0.00687102 -0.000219845 -0.000717756 0.000636382 -0.0122376
internal_weight=5023.33 3496.12 3090.91 1527.21 877.918 632.001 245.917 430.192 405.207 78.7335 2978.98 2916.87 2610.91 305.963
internal_count=166576 146531 99231 20045 13445 10738 2707 8033 47300 1094 95973 94323 75939 18384
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=15
num_cat=0
split_feature=31 20 40 24 45 37 51 43 37 51 45 37 20 43
split_gain=31.0072 29.5204 21.472 22.0817 18.5422 16.7382 16.5173 15.6443 15.534 17.2434 14.0253 14.4323 13.0744 11.8795
threshold=0.042142500010401672 0.028778467908902695 1.0000000180025095e-35 0.11348003765787708 3.5000000000000004 5.6620377281437531 2.249904835165133 1.0000000180025095e-35 3.0016770741243364 6.0246567833931746 5.5000000000000009 3.3454258820086857 0.31009615384615391 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 13 -6 -2 -10 11 -9 -4 -3
right_child=8 2 12 -5 5 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.0057864969290041517 -0.010388187517820877 0.010595978751583159 0.007873088363300744 0.01743194519646599 0.032464640702459704 0.0077083038325840188 0.00048251980876988114 0.017501318218446485 0.019971299930394724 -0.022418342999699744 -0.026861574637875259 -0.036994357280936772 0.029088416556388122 -0.013732890826662628
leaf_weight=1950.0330298141325 59.879698217089754 54.952530562601169 301.69901412802574 175.07450770639116 18.816147792414995 729.87634491769131 623.60938471172994 46.719448066476616 335.23985836387146 25.019487950019538 93.58654900160036 15.307094780117039 95.194102445733733 506.12042985597509
leaf_count=93277 900 1345 10114 1843 628 10658 15451 3209 2656 179 7987 813 1585 15783
internal_value=7.12814e-05 -0.00111464 0.00230993 0.000427198 -0.0010056 0.00438336 -0.00511939 -0.00949407 0.0130584 0.0169735 -0.0147425 0.00367913 0.0130219 -0.0113355
internal_weight=5031.13 4610.99 2660.96 2264.06 2088.99 904.306 1184.68 174.429 420.139 360.259 155.613 62.0265 396.893 561.073
internal_count=166428 162693 69416 57717 55874 23295 32579 12637 3735 2835 12009 4022 11699 17128
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=15
num_cat=0
split_feature=39 20 51 52 43 32 14 44 40 50 0 31 51 39
split_gain=24.6968 20.6219 23.0148 19.2832 18.8028 16.9941 15.7174 17.234 15.6681 21.662 16.2031 15.5031 14.9832 14.1718
threshold=1.0000000180025095e-35 0.26969696969696971 1.2424533248940002 735.80771412037041 5.5000000000000009 0.16539416135829432 0.47691537239239418 77.500000000000014 1.0000000180025095e-35 51.500000000000007 14.500000000000002 0.25857145811901389 5.9414853139235673 1.5000000000000002
decision_type=2 2 2 10 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -3 13 7 -1 9 -8 -11 -4 -13 -2
right_child=1 4 11 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.015055140511096779 -0.0063700632456069163 0.017573813042706603 0.004774764912034957 -0.028099445188851969 -0.076563382120237181 0.032568913883410953 -0.00076112931640617615 0.031043467669550979 0.010913837656096961 -0.051449794418252072 -0.0012857809719349078 0.036866230013976695 -0.019393152492934988 -0.036250435556904416
leaf_weight=298.68233633381897 355.59650554164546 342.47058503904555 1034.2404472857597 68.63601444302185 4.417952573799993 24.277636774524581 2386.0102956535702 20.822879419909441 280.46876593419074 36.421919239335693 28.340635432105046 67.765980829019099 13.636089539155362 43.784741660369036
leaf_count=37132 11115 5306 23568 4526 114 873 57584 1149 7516 1668 861 335 72 14493
internal_value=0.000648114 0.00516316 0.00267648 -0.00208277 0.0161583 -0.00723344 -0.00148843 -0.0119633 -0.000259126 -0.0015417 -0.029851 0.00644282 0.0273209 -0.00972825
internal_weight=5005.57 1886.19 1539.3 3119.38 346.889 423.659 3050.75 319.505 2731.24 2450.77 64.7626 1115.64 81.4021 399.381
internal_count=166312 55876 50456 110436 5420 26481 105910 38281 67629 60113 2529 23975 407 25608
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=15
num_cat=0
split_feature=21 31 52 75 37 32 18 47 43 35 18 7 51 8
split_gain=26.416 24.205 20.0444 13.7953 13.471 12.3063 12.8045 17.701 14.8238 12.7591 21.2286 13.6189 11.2992 10.4844
threshold=0.048003072196620589 0.094618385738158811 377.16297453703709 1.0000000180025095e-35 36.929109374649009 0.075253234889155876 3.1136509411065041 12.500000000000002 2.5000000000000004 4.5000000000000009 2.6409687388322456 1.7076270908922997 5.5587548463575329 0.43341477647948573
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 -9 -5 -11 -12 13 -3
right_child=2 12 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.0069576411026917306 0.012349132816055692 0.0078346573391115566 -0.0062986683203232838 0.003000127676118939 0.0086545289260872554 0.042152872528642367 0.0059888189192165882 -0.0071711345260218667 -0.035059712179243155 0.0045360607168912553 -0.046568619983135634 0.0028657593228206268 -0.015302957349115801 0.035768743139015506
leaf_weight=1471.871302250036 465.44198469392722 87.973672317224555 506.86235084999498 685.56172756343949 718.18520761100808 16.510364078101702 578.70644505099335 158.40951049744035 67.600444083436741 79.435349652485456 50.197715650021564 18.98838194552809 28.777643590001389 54.114384395885281
leaf_count=76129 5099 720 21144 28518 7366 339 12160 7049 3655 1862 1462 240 231 364
internal_value=0.000302603 -0.00488822 0.00285184 0.00448715 0.00294093 0.000458412 1.29309e-05 -0.00325158 -0.0156304 0.000116989 -0.0131135 -0.0331536 0.012875 0.018649
internal_weight=4988.64 1642.74 3345.9 2839.04 2373.6 1655.41 1638.9 1060.19 226.01 834.183 148.621 69.1861 170.866 142.088
internal_count=166338 77444 88894 67750 62651 55285 54946 42786 10704 32082 3564 1702 1315 1084
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=15
num_cat=0
split_feature=24 48 28 58 39 64 27 43 39 34 66 64 52 75
split_gain=24.6897 19.9916 27.8684 22.0409 15.1544 13.9218 19.681 14.2955 16.6228 14.9104 13.3508 12.9251 12.5072 11.1264
threshold=0.11348003765787708 1.0000000180025095e-35 0.44821490856411605 0.026927204527134502 1.0000000180025095e-35 5.772996334337213 0.081311294655422264 2.5000000000000004 3.5000000000000004 0.010145165493251377 2.2087750850099952 6.1537953943602615 624.88807291666683 6.1685636116899003
decision_type=2 2 2 2 2 8 2 2 2 2 10 10 10 2
left_child=1 2 3 -1 -3 12 7 8 -7 11 -6 -9 13 -5
right_child=-2 4 -4 5 10 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.015068052916703562 0.016447864782965557 0.0013916276031894527 -0.047641054498374386 -0.0039919239075711394 -0.014385846991864482 0.0081535431653246421 0.025586509718607882 -0.0085776928056625172 -0.04957846160460469 0.014847242681130385 0.018551685315144995 0.048252890409363529 -0.026329208170893448 0.015070099155539658
leaf_weight=316.65203036386447 209.60617471585283 937.26388121355558 33.542475761292735 1804.7010962052846 34.307312752644066 549.64852099652671 87.508851907332428 505.0505652295833 11.772015885056133 86.640499824541621 250.43601790850516 9.2245517767732945 59.270546935746097 78.971460333006689
leaf_count=36411 2251 19944 2579 66091 1217 7277 697 10787 8252 1030 3469 96 4075 2391
internal_value=-0.000305611 -0.00104587 -0.0029478 -0.00250719 0.00446633 -0.00125711 0.00285806 0.00112638 0.006857 -0.0042301 0.0145467 -0.00746666 -0.00390439 -0.00318519
internal_weight=4974.6 4764.99 3542.98 3509.44 1222.01 3192.79 1249.85 1162.34 561.421 600.916 284.743 514.275 1942.94 1883.67
internal_count=166567 164316 139686 137107 24630 100696 28139 27442 15529 11913 4686 10883 72557 68482
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=15
num_cat=0
split_feature=64 10 39 32 39 64 57 40 71 50 11 27 52 22
split_gain=27.2232 17.53 16.5419 13.3385 17.0342 13.4753 13.8323 12.0509 15.0789 12.4324 12.7249 14.7895 11.8368 11.2578
threshold=2.740319461670996 0.00077147991534563885 3.5000000000000004 0.05362571352421458 1.5000000000000002 7.5634598609461881 1.0000000180025095e-35 1.0000000180025095e-35 3.9019216517693867 38.500000000000007 3.5000000000000004 0.11054057238494196 8.423310185185187 0.052177858439201454
decision_type=8 2 2 2 2 10 2 2 2 2 2 2 10 2
left_child=1 -1 3 4 5 6 -2 9 -9 10 -3 -12 -5 -13
right_child=2 7 -4 12 -6 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=-0.023939441069425055 0.014889916218299437 0.0026340200762793964 -0.049849778910304531 0.036686964799864628 -0.033221911670111175 -0.049624680586394188 0.0024141877560411411 -0.012828770432660794 0.01285748648841856 -0.022137708754019773 -0.01123470562837843 0.011584771725346731 -0.032665371129362818 -0.0042515949142934847
leaf_weight=106.70812431050217 247.65452467539581 554.04098932781926 13.599323466554777 46.949957191944122 31.066633577631364 10.894056808901949 2093.6101865832607 76.48545145159369 217.38615008855413 95.955019758956041 733.52024280717887 139.61836582622345 6.2705477457493535 554.86404583579861
leaf_count=16400 1750 24790 10057 845 5258 272 46836 3114 8042 4564 32423 3042 109 8971
internal_value=-0.000514815 -0.00420853 0.00322211 0.00353867 0.00297945 0.0034715 0.00373964 -0.00331114 0.00615133 -0.00465165 -0.00379437 -0.00628858 0.028064 -0.00105578
internal_weight=4928.62 2478.58 2450.05 2436.45 2383.23 2352.16 2341.26 2371.87 293.872 2078 1982.04 1428 53.2205 694.482
internal_count=166473 101346 65127 55070 54116 48858 48586 84946 11156 73790 69226 44436 954 12013
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=15
num_cat=0
split_feature=21 31 32 39 23 51 16 15 10 21 57 22 10 74
split_gain=18.8998 18.6484 15.6799 18.2423 13.565 12.7707 19.3286 14.3373 16.6102 13.447 13.008 12.639 12.6273 12.5198
threshold=0.063660925363053025 0.058159682456240785 0.093321070920179452 1.5000000000000002 0.49041630560342625 2.249904835165133 0.65380946542688079 0.97099702100599516 0.41742857028158881 0.44097222222222227 2.5000000000000004 0.18019480519480521 0.0049610308363211503 0.72460180321895551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 7 10 12 9 13 -7 -1 -2 -9
right_child=2 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0052930363183531894 -0.0062269287756931448 0.0094171066704513071 0.040409452987588627 -0.054360943150306318 0.0064754322773576574 0.010262615941208775 0.012367166654968422 -0.011330327926054817 0.0064971673151997672 0.0076456415540551151 -0.0022766934824232951 -0.016699673114607058 0.015547438130128988 0.025981261473467916
leaf_weight=1112.0498368557992 99.024897539391532 218.38897935452405 25.541773311211728 13.387403633576467 187.9152746371692 280.36530598264653 584.24884285539156 694.56525495185633 282.12179735803511 124.07740943983663 779.79467784804729 310.38663004954651 199.4524932798231 22.312370683997869
leaf_count=66115 7220 1946 648 3045 2266 2352 6079 23547 2654 2216 30888 13288 3918 296
internal_value=-0.000233002 -0.00426407 0.00214186 0.00181143 -0.00612415 0.00207435 0.00507338 -0.00139597 -0.00398506 -0.00750515 0.00104594 -0.00779204 0.00832675 -0.0101345
internal_weight=4933.63 1828.74 3104.89 3079.35 1610.35 3065.96 1644.41 1421.55 1123.08 840.955 1060.16 1422.44 298.477 716.878
internal_count=166478 83615 82863 82215 81669 79170 39319 39851 28713 26059 33240 79403 11138 23843
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=15
num_cat=0
split_feature=64 30 73 71 14 39 15 32 31 66 36 1 21 22
split_gain=19.554 22.0862 17.19 23.9397 15.9965 15.543 13.9554 13.1902 13.4653 14.497 12.9834 24.2207 12.9552 15.3127
threshold=1.8688348091416842 0.086290155217743456 1.0000000180025095e-35 6.9122450603724266 0.31736097472073632 3.5000000000000004 8.3171991690779574 0.093321070920179452 0.26618221927541802 2.8340629463732192 1.0000000180025095e-35 8.5000000000000018 0.036700336700336705 0.037386443046820407
decision_type=8 2 2 2 2 2 2 2 2 10 2 2 2 2
left_child=1 4 3 5 -1 6 7 8 9 -2 11 12 13 -11
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.023660911450297091 -0.0029429449556331363 -0.03314970756548441 0.017821169278377031 -0.031326239168874413 -0.0018859207076530539 -0.050529366197492182 0.014448135487055714 0.026039782958053925 0.021462759130158125 -0.045114055329634827 0.012099958670995687 -0.069811236630879112 0.0043859632283400783 0.021310467099696209
leaf_weight=87.092236604432401 1382.0548124239631 60.782896774369874 174.38108426885447 52.908619658453972 1989.8894761323609 12.827567346711474 226.47359579833574 52.370903031143826 75.858089683111757 27.790341731102671 385.96243676391896 11.262005710683296 374.50501587922918 11.712879157508722
leaf_count=13552 47585 1841 2602 2956 70322 10070 2582 984 445 1098 5312 585 5947 371
internal_value=-9.09608e-05 -0.00368768 0.00266714 0.00164967 -0.00280994 0.00234294 0.00262884 0.0014701 0.000891818 0.000170884 0.00547284 -0.000556 0.00149158 -0.025379
internal_weight=4925.87 2137.76 2788.11 2613.73 2076.98 2560.82 2547.99 2321.52 2269.15 2193.29 811.233 425.27 414.008 39.5032
internal_count=166252 85715 80537 77935 83874 74979 64909 62327 61343 60898 13313 8001 7416 1469
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=15
num_cat=0
split_feature=21 51 64 31 37 70 20 38 21 15 45 10 50 10
split_gain=22.0925 23.2462 20.2361 17.565 17.4633 16.9518 11.7846 11.6025 10.8507 11.908 14.0632 13.9715 10.8432 10.8444
threshold=0.048003072196620589 1.2424533248940002 5.0336952619030333 0.088697393771489622 55.233199552931175 1.0000000180025095e-35 0.045199182839632285 15.500000000000002 0.5590277777777779 0.97099702100599516 3.5000000000000004 0.012487894467301726 47.500000000000007 0.00038433235626725548
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 6 5 -4 12 -8 9 11 -11 -2 13 -1
right_child=1 2 4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.023788104583077133 -0.0096258597843911064 0.0014813658988169828 0.043510783010518736 0.010609069217601616 0.035095392997760391 0.0073370942611972112 -0.070554429636172061 0.00052939298022855951 0.016825956618285495 -0.017933148282660513 -0.0012044457985047555 0.018452895246908591 -0.023164753963861973 -0.0035993742342540001
leaf_weight=69.17768137136045 88.423394093624665 1655.6156065335235 32.766446424939204 170.68070821446599 67.111872251494788 828.39775941969128 12.941320548357909 9.7336994636571017 50.813916093306034 291.9740650212043 220.21703734666517 86.893596335758048 82.966624594875611 1293.5855494728221
leaf_count=9986 6202 52186 339 1378 422 11216 584 190 746 9566 6477 1869 4642 60780
internal_value=0.000217814 0.00256125 0.00479674 -0.00453069 0.0107019 0.00876234 -0.00629649 -0.0413068 -0.00525814 -0.00691245 -0.010757 0.00431674 -0.00571921 -0.0046409
internal_weight=4961.3 3322.21 2583.89 1639.09 928.276 861.164 1468.4 22.675 738.322 687.508 512.191 175.317 1445.73 1362.76
internal_count=166583 89023 64163 77560 11977 11555 76182 774 24860 24114 16043 8071 75408 70766
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=15
num_cat=0
split_feature=24 31 40 32 18 50 52 45 52 18 14 20 0 22
split_gain=26.2297 21.1852 19.5065 27.4635 24.6575 19.239 19.628 20.3584 18.6464 16.1323 14.4329 13.3322 12.6675 12.609
threshold=0.11348003765787708 0.0029996711360067464 1.0000000180025095e-35 0.031995172528711383 1.889073957454056 43.500000000000007 8.736828703703706 3.5000000000000004 776.63372106481495 3.9303788752298559 0.60617892636988591 0.017700501253132835 16.500000000000004 0.048003072196620589
decision_type=2 2 2 2 2 2 8 2 8 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 9 -8 13 -3 -7 -9
right_child=-2 11 4 -5 -6 12 7 10 -10 -11 -12 -13 -14 -15
leaf_value=0.0021051265205384983 0.017529758886433988 0.0014903010633479901 -0.032300257382469347 0.03691404988337612 0.0098641471359941276 -0.040562028746174698 -0.009618758862537713 -0.0015555341133942123 -0.027971046656619394 0.012009136926049225 0.0022908548793483165 0.016712998233193412 -0.0034081313249004217 -0.030222037207360709
leaf_weight=1099.1993961301341 199.09872185377753 342.1524852339935 36.396156708266062 40.457633916186751 480.24237557587185 57.769347230452695 1155.141197449313 86.131630695957028 128.38707852389052 92.32789464124653 804.42522260455917 247.42407060286496 37.955671717354562 68.327823299176089
leaf_count=29954 2228 4416 2483 1354 15841 3720 49189 13965 10233 1013 18511 2339 1572 9403
internal_value=-0.00019781 -0.000956161 -0.00223487 -0.00354923 0.00683709 -0.00402335 -0.00340284 -0.00599578 -0.00989134 -0.00800969 -0.000401769 0.0078962 -0.0260178 -0.0143495
internal_weight=4875.44 4676.34 4086.76 3570.12 516.639 3529.67 3433.94 2334.74 1375.86 1247.47 958.885 589.577 95.725 154.459
internal_count=166221 163993 157238 138914 18324 137560 132268 102314 60435 50202 41879 6755 5292 23368
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=15
num_cat=0
split_feature=20 51 64 62 31 40 47 10 23 64 21 71 14 62
split_gain=21.2035 21.2138 16.6103 16.3216 13.3662 14.8711 15.0647 12.9821 12.9477 12.4914 12.1056 11.7054 12.7085 11.2831
threshold=0.018350168350168353 2.740319461670996 1.2424533248940002 0.19655319086827258 0.00015018500511815663 1.0000000180025095e-35 5.5000000000000009 0.0022821634416228891 0.24747448713915896 5.0336952619030333 0.55050505050505061 7.1320980310634789 0.78320132759851557 0.58900000000000008
decision_type=2 2 8 2 2 2 2 2 2 8 2 2 2 2
left_child=11 2 -2 4 5 6 8 -8 10 13 -4 -1 -13 -3
right_child=1 9 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0031827506528115295 -0.007222010690670389 0.0034689567816569228 -0.011261495162953834 0.03441379357479777 0.020152462113204289 0.015342591443388573 -0.02095865299878899 0.0069356862926176783 -0.05099425589733695 0.015364578251116666 0.041929116862157834 -0.0030437441654220213 -0.044732297194031233 0.039124931233046167
leaf_weight=2001.8678841703822 651.52619068546846 866.96140874286721 253.35601275238878 39.144747916201595 87.958989395177923 125.95724797336152 46.96426172957581 319.78490561083163 18.871243442874402 365.49094688524201 10.197894562981672 37.471013695758302 34.990824586362578 21.785241092322394
leaf_count=89162 24344 24995 6371 328 818 2470 3724 5478 182 4326 91 3019 806 138
internal_value=-7.11323e-05 0.00276053 -0.00114426 0.00324776 0.00179606 -0.000310231 -0.00336623 0.00331638 -0.0120252 0.00759487 -0.00905264 -0.0039038 -0.0235095 0.00438596
internal_weight=4882.33 2808 1553.76 902.235 863.091 775.132 649.174 366.749 282.425 1254.24 263.554 2074.33 72.4618 888.747
internal_count=166252 73265 43806 19462 19134 18316 15846 9202 6644 29459 6462 92987 3825 25133
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=15
num_cat=0
split_feature=31 21 24 3 51 75 40 71 21 38 37 51 22 61
split_gain=21.2951 19.2888 15.5036 18.356 13.7265 15.8826 13.9633 12.6023 12.4657 12.3639 11.886 11.6958 12.2709 11.6478
threshold=0.0018710514812165966 0.033615819209039555 0.11348003765787708 1.0000000180025095e-35 2.4414009612931857 1.0000000180025095e-35 1.0000000180025095e-35 5.3494828320967684 0.32738095238095244 23.500000000000004 3.0016770741243364 4.2413008733233104 0.21980676328502416 0.54249343787251714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 -6 -3 -8 -7 -5 -2 12 -10 -1
right_child=10 2 -4 9 5 8 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.011636658316175524 -0.0070147266625135585 -0.0038433058454440125 0.015672020467429347 -0.026815814936572754 0.023233089584106005 0.0012557808121072386 0.0066983904928814147 0.054287033839452083 0.022490661217665159 0.0076261111469371149 0.012193445049447041 0.039925636007520082 -0.004679689245254289 -0.0014396307941749805
leaf_weight=521.50334979485797 94.164889520325232 1273.6996902073006 179.72198110897443 96.169272415339947 109.49893657770008 1048.2194056908593 189.02858792360348 14.064399680384666 82.508444481965853 35.091146711420151 533.07744036469376 36.801809084776323 82.149164660018869 604.2298194991472
leaf_count=47939 1884 38543 1948 10205 1052 29147 5528 483 1287 969 5339 542 1496 20238
internal_value=0.000707985 -0.000555704 0.00145383 0.000587663 0.00143631 0.00506046 -0.00190038 0.0102438 0.00345084 -0.0176201 0.00930324 0.0148094 0.00898871 -0.00616961
internal_weight=4899.93 4272.69 3146.95 2967.23 2835.97 1359.18 1476.79 203.093 1249.68 131.26 627.242 201.459 164.658 1125.73
internal_count=166600 159377 91200 89252 78078 33524 44554 6011 32472 11174 7223 3325 2783 68177
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=15
num_cat=0
split_feature=20 40 45 52 35 31 37 22 43 26 14 48 52 15
split_gain=26.8721 16.5788 17.2308 16.45 12.8877 14.4865 11.4758 11.2102 16.4144 15.6506 13.3998 12.7528 13.5065 12.2338
threshold=0.028778467908902695 1.0000000180025095e-35 2.5000000000000004 137.1634027777778 20.500000000000004 0.04037571108897401 0.41327283233667367 0.050423728813559332 5.5000000000000009 0.28834234415341664 0.6781408917250199 1.0000000180025095e-35 inf 8.0124182596884612
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 8 2
left_child=6 2 3 -2 5 -5 -1 8 11 -9 -11 12 -4 -10
right_child=1 -3 7 4 -6 -7 -8 9 13 10 -12 -13 -14 -15
leaf_value=-0.026349454155001645 0.00096358646385321539 0.012344860264299332 0.011799216720467826 -0.018636871863805343 0.016205653021808951 0.041851258183374096 -0.0035375368857634699 -0.014868532283126146 -0.078194117481810627 0.035693505765238415 0.0035652931277530319 0.027999191424431337 -0.026506402764570825 0.038990809665386233
leaf_weight=55.663044280841859 731.11774766517919 429.75244481531627 239.45842749414442 263.29375140708726 33.241453823749907 9.3626810370478761 2084.6894680072273 112.86209847473219 7.3105604913143889 33.02141518946155 715.0498288689414 116.69187333108857 24.502882159591536 2.3456276268698275
leaf_count=12213 16249 11917 5345 11381 372 99 83458 10278 345 659 10294 1161 2164 41
internal_value=4.65515e-05 0.00334587 0.00165114 -0.0031132 -0.0128284 -0.0164144 -0.00414282 0.0055991 0.0126169 0.00240658 0.00502926 0.014297 0.00815678 -0.0487405
internal_weight=4858.36 2718.01 2288.26 1037.02 305.898 272.656 2140.35 1251.24 390.309 860.933 748.071 380.653 263.961 9.65619
internal_count=165976 70305 58388 28101 11852 11480 95671 30287 9056 21231 10953 8670 7509 386
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=15
num_cat=0
split_feature=31 33 24 32 15 52 11 7 66 62 49 51 44 71
split_gain=22.4209 17.8011 16.7291 13.4725 15.2302 14.5378 15.2031 16.8997 16.3302 12.6034 13.0225 12.557 15.0644 11.7374
threshold=0.010471347636807826 0.001041363780115178 0.11348003765787708 0.15550073834616265 0.59876859054775455 395.98906828703713 1.5000000000000002 0.44654589741022888 3.9795893866518948 0.57184271247461915 23.500000000000004 2.0126758453675748 1.5000000000000002 4.7405652883788738
decision_type=2 2 2 2 2 8 2 2 10 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 10 11 12 -9 -12
right_child=-2 -3 -4 4 -6 -7 7 9 -10 -11 13 -13 -14 -15
leaf_value=0.0076118961183059934 0.0097121154650917467 0.016293651676592386 0.013175655647670323 0.00064686415374783795 0.056639211310406015 -0.010494698494711683 -0.0098140167074050773 -0.0037371736240292895 -0.066797539038849371 0.03089849412923866 -0.056936117896408414 0.0020119859963775937 -0.029128634906083868 -0.010464133522258745
leaf_weight=509.67905005553985 562.07768923524418 144.5025017929147 184.58804672269616 29.754896291909972 19.547728135483339 496.99740095182096 655.59080262947828 553.24436439105193 6.4895169455558053 30.123389837914146 16.81128972012084 1533.1340907854756 64.375533244630788 60.137686667469097
leaf_count=13728 5898 2939 2128 863 592 35565 62834 10285 90 210 608 27522 1505 1572
internal_value=0.00032951 -0.000897497 -0.00149836 -0.00218277 0.0235316 -0.00251155 -0.00135195 -0.00275353 0.00654903 -0.000699985 -0.00114094 -0.000413129 -0.00642658 -0.0212172
internal_weight=4867.05 4304.98 4160.47 3975.89 49.3026 3926.58 3429.59 2913.42 516.169 2257.83 2227.7 2150.75 617.62 76.949
internal_count=166339 160441 157502 155374 1455 153919 118354 104536 13818 41702 41492 39312 11790 2180
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=15
num_cat=0
split_feature=20 31 45 26 15 37 71 49 27 13 43 64 27 1
split_gain=16.8363 15.1574 13.2136 14.0307 18.0724 11.7578 11.3945 12.0376 14.3061 17.3278 15.8271 15.124 13.658 11.8242
threshold=0.018350168350168353 0.0067415947516277037 1.5000000000000002 0.18702990924231533 9.7621417623326305 1.1362391808534282 7.1320980310634789 9.5000000000000018 0.067199502177780202 2.5000000000000004 2.5000000000000004 6.1537953943602615 0.042006677937280891 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2
left_child=6 2 3 -2 -5 -4 7 8 10 -10 11 12 -1 -12
right_child=1 -3 5 4 -6 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=0.0037487869428002064 0.0074284849509996505 0.014145456512925498 -0.013520891028057992 -0.010904643550676012 0.011967949334197604 0.004506682009968687 -0.023581939974504858 -0.014498644629375893 0.028392866563077258 0.0013280481017620656 -0.011671010970602734 -0.052000893816239541 -0.031359547642531016 0.048155250862083401
leaf_weight=540.90301563205685 202.42435982083771 231.74058178154519 95.077636718218855 583.23497011084692 100.49233943136642 1552.8522796747129 71.016250416418188 214.10508668326656 65.696757394922315 522.94884333413211 590.52225270744748 12.289403003538608 28.197453201937606 7.4097441269550464
leaf_count=33712 15310 2212 10504 11438 1279 32485 3929 11337 1979 11786 28476 344 1646 130
internal_value=-0.000612161 0.00193392 0.000812036 -0.00410875 -0.00753032 0.00345901 -0.00404139 -0.00332972 -0.00196971 0.00439169 -0.00514596 0.000729407 0.0019573 -0.0108505
internal_weight=4818.91 2765.82 2534.08 886.152 683.727 1647.93 2053.09 1982.07 1767.97 588.646 1179.32 581.39 569.1 597.932
internal_count=166567 73228 71016 28027 12717 42989 93339 89410 78073 13765 64308 35702 35358 28606
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=15
num_cat=0
split_feature=24 31 40 52 18 7 47 51 50 71 50 27 15 52
split_gain=18.7024 17.9228 16.3899 17.5457 16.0519 15.1908 14.061 13.8951 12.6465 12.914 12.6462 12.2509 21.6056 21.9493
threshold=0.11348003765787708 0.21860902830137316 1.0000000180025095e-35 0.87509837962962977 1.9581726798122074 0.053719391973516627 5.5000000000000009 1.2424533248940002 44.500000000000007 6.7135633652932718 15.500000000000002 0.027816913936747806 1.0436460197143855 1.7870717592592593
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 10
left_child=1 2 3 6 -4 -5 10 -6 11 -10 -1 12 13 -7
right_child=-2 -3 4 5 7 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.016447220394405326 0.015345462625251636 0.019207666571150993 -0.016370274823241684 -0.0224122997763633 -0.0074816898339938867 -0.020517055910418913 -0.001673208154252836 0.013618624260555878 -0.040017685285980653 0.0039980480266025116 -0.0076572334727628855 0.0012933671856227744 -0.0097549136209817144 0.005147108456403782
leaf_weight=297.51973964666104 200.76751247764332 114.96146617236082 64.48446530259389 101.50193518140077 94.208836902311305 95.554003570017812 380.33860797635134 438.04098618459466 43.807734718924621 26.263355779781705 65.916421671950957 1307.6863974326261 1022.8009826917041 606.66370073548751
leaf_count=5356 2243 786 3059 19105 2977 10807 10316 13353 2334 1236 2318 30575 42522 19437
internal_value=0.000441954 -0.000203325 -0.000698448 -0.00186622 0.00701785 -0.00347214 0.00504766 0.00987682 -0.00284552 -0.023696 0.0120664 -0.00235612 -0.00512184 0.00163066
internal_weight=4860.52 4659.75 4544.79 3948.05 596.734 3204.28 743.775 532.25 3102.78 70.0711 363.436 3032.71 1725.02 702.218
internal_count=166424 164181 163395 144006 19389 126016 17990 16330 106911 3570 7674 103341 72766 30244
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=15
num_cat=0
split_feature=20 75 50 1 75 21 73 64 37 15 40 35 75 64
split_gain=20.1312 14.0483 14.4971 20.8467 13.8057 13.5955 12.9536 16.8008 14.1854 16.8706 15.0805 16.1261 15.142 14.9877
threshold=0.01574900793650794 6.0222354711552812 8.5000000000000018 1.5000000000000002 7.7349915098189017 0.37797619047619052 1.0000000180025095e-35 1.4978661367769956 1.2037205315887205 1.1656152891727081 1.0000000180025095e-35 2.5000000000000004 5.3636340903656388 4.5695295849856103
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 8
left_child=1 2 3 -1 -3 6 8 -8 -2 -10 11 12 -11 -13
right_child=5 4 -4 -5 -6 -7 7 -9 9 10 -12 13 -14 -15
leaf_value=0.0015099710031683518 -0.013679800782182195 0.015076787756412195 -0.01127976747612195 -0.015149347090146009 -0.042304642444314228 0.010328047544750037 0.0008648890715784685 0.02567124017433663 0.0094970757078643633 -0.015145592404603322 0.01122489779799014 -0.0034588543788079589 0.013634868344213341 0.011462036974758016
leaf_weight=947.64055340190316 175.38259130278311 139.64557579068787 609.81860136862088 233.150886615731 10.368006487376986 494.36287499788159 161.73871059533667 117.18598057783674 459.07512223506637 363.39801740635448 201.70781322107359 648.43180119871977 51.465164272114635 226.17338254448259
leaf_count=41408 19043 4415 30488 13148 459 8413 2830 1413 11122 13274 4996 12010 1541 1981
internal_value=0.000146987 -0.00379329 -0.00502604 -0.0017895 0.0108571 0.00278512 0.00123069 0.0113414 -0.000100734 0.00112679 -0.00145473 -0.00344533 -0.0115511 0.00040838
internal_weight=4839.55 1940.62 1790.61 1180.79 150.014 2898.92 2404.56 278.925 2125.63 1950.25 1491.18 1289.47 414.863 874.605
internal_count=166541 89918 85044 54556 4874 76623 68210 4243 63967 44924 33802 28806 14815 13991
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=15
num_cat=0
split_feature=64 10 71 61 39 20 50 52 30 11 52 50 14 44
split_gain=20.6046 18.2648 16.852 13.15 12.8816 12.0415 10.0017 10.5907 9.36932 14.064 10.2615 9.77582 12.6668 9.32486
threshold=4.6101453514146771 0.7254261955930198 2.0126758453675748 0.54011361357435017 3.5000000000000004 0.31009615384615391 3.5000000000000004 0.53882523148148154 0.11513968590877169 23.500000000000004 8.736828703703706 59.500000000000007 0.80244120639574679 3.5000000000000004
decision_type=8 2 2 2 2 2 2 8 2 2 8 2 2 2
left_child=2 4 6 5 -2 -4 7 -1 9 10 -5 -12 -13 -3
right_child=1 13 3 8 -6 -7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.022349916865497997 0.0035137771412193592 0.030128894992333746 -0.0075444828296627985 0.0054384395230625071 -0.04877468003265014 0.020904060909015081 -0.043986515904745983 -0.017286563264261628 -0.017246459228206442 0.015094258177130948 -0.0021039501609671743 0.01066427305354007 -0.079169409940050395 -0.014514814285428394
leaf_weight=18.641601671231911 1706.2374092566533 91.781257875874871 879.96356990508866 601.46333950883127 10.86427582327269 37.890454488340765 28.789072744228179 122.3059814586959 67.587389353546314 173.36194785434054 1092.0905633928123 6.4189696962712324 8.304498832440002 12.778789021307601
leaf_count=374 33981 722 70286 11017 9970 1360 1233 5091 1205 2356 28066 490 228 114
internal_value=0.000194954 0.00439773 -0.00232674 -0.00141744 0.00315475 -0.00634861 -0.0175877 -0.0119238 0.000906619 0.00156748 0.00018671 -0.00266951 -0.0418173 0.024587
internal_weight=4858.48 1821.66 3036.82 2867.08 1717.1 917.854 169.737 140.948 1949.23 1881.64 1708.28 1106.81 14.7235 104.56
internal_count=166493 44787 121706 115008 43951 71646 6698 5465 43362 42157 39801 28784 718 836
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=15
num_cat=0
split_feature=64 51 16 70 18 75 72 21 45 36 50 49 10 37
split_gain=16.565 18.6235 16.3073 15.8761 28.0148 14.9645 13.5984 13.4182 15.4715 12.5218 12.1863 11.4303 11.2803 16.972
threshold=5.0906732680195743 2.0126758453675748 0.39336433836583795 1.0000000180025095e-35 3.1136509411065041 5.2122109552252045 1.0000000180025095e-35 0.44097222222222227 1.0000000180025095e-35 11.500000000000002 4.5000000000000009 9.5000000000000018 0.41742857028158881 31.494690853147862
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 5 10 11 -6 8 -2 12 -5 -1 13 -10
right_child=1 2 -4 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0011104388174433949 -0.019249127907712694 0.00090555249471135988 0.01419554989175203 -0.0065050349626076566 -0.0013734561898368688 0.013695634498103185 0.016637701821282758 0.014496556519978868 -0.0020010025634929307 0.069505853575277096 -0.018721480753219746 -0.01608838689417106 0.019612790446918205 -0.056210866437715279
leaf_weight=1167.2506552903615 134.13864953713346 385.57008948926523 574.63625324121676 487.92766794681665 615.58465656734552 223.28949306445429 125.26700620631891 112.16561526662554 476.66257094013599 5.337093779409769 352.14373857749524 104.31449092891853 57.308767995462404 13.893157419108318
leaf_count=44334 4899 7961 5041 27132 15266 6652 1644 1541 22936 98 23298 5085 536 149
internal_value=0.000307793 0.00417549 0.00886546 -0.00190563 -0.00539718 0.00178809 0.00169029 -0.00146119 -0.00408257 -0.000376936 -0.0116421 -0.000312023 -0.0011831 -0.00364752
internal_weight=4835.49 1759.71 960.206 3075.78 1580.92 1494.85 740.852 799.506 687.34 553.202 840.071 1271.57 547.864 490.556
internal_count=166572 43161 13002 123411 67340 56071 16910 30159 28618 23719 50430 49419 23621 23085
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=15
num_cat=0
split_feature=51 61 64 32 24 72 71 39 21 31 51 37 64 1
split_gain=19.4944 25.3442 19.3868 16.0033 14.3305 13.7165 16.2326 12.9014 11.2892 10.1837 15.6667 10.1686 9.61218 11.5065
threshold=2.249904835165133 0.37889577853384532 3.7256208424938388 0.11080902681264251 0.19655319086827258 1.0000000180025095e-35 3.4811217321331038 1.5000000000000002 0.32738095238095244 0.28851907148762895 5.4827179284163234 10.417811870936909 3.3497501700808394 2.5000000000000004
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 10 2
left_child=3 9 5 4 7 8 -7 12 -3 -2 -11 -12 -1 -14
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 13 -15
leaf_value=-0.0036769052732959582 -0.0064488846373308741 -0.0011428137927957686 0.012581169543030513 0.029825994389699503 0.021410377669181434 -0.019343093751613291 0.019618964884230119 -0.033513434774409261 0.012680759445941707 0.033877296429432706 -0.067455229683908588 0.013286865153184745 -0.032174990652591766 0.018883588287204139
leaf_weight=1594.1738468153144 720.00231384716608 1171.4470539040849 685.70879537510336 33.927904625219526 51.375741134805139 30.342675284780853 186.97294702855288 38.192661729726751 167.98206893668976 36.0475979661569 6.6413658387027663 7.4071086961776018 56.622411889256909 12.943033813993678
leaf_count=52481 41598 38803 7571 1180 596 467 2404 14827 3210 169 48 38 2378 636
internal_value=0.000441474 0.00289551 0.00558251 -0.00369434 -0.00435961 0.00249367 0.0141152 -0.00514964 0.000599011 -0.00492587 0.0166613 -0.0268297 -0.00447878 -0.0225423
internal_weight=4799.79 3012.55 2242.45 1787.24 1753.31 1556.74 217.316 1701.93 1339.43 770.098 50.0961 14.0485 1663.74 69.5654
internal_count=166406 94308 52455 72098 70918 44884 2871 70322 42013 41853 255 86 55495 3014
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=15
num_cat=0
split_feature=8 24 43 48 49 63 52 32 21 46 10 52 51 15
split_gain=16.6703 14.4421 15.5555 15.1447 18.2006 14.5854 14.1083 16.3431 13.8823 13.2757 17.9737 11.831 13.1385 11.9567
threshold=0.007744888427055399 0.11348003765787708 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 624.88807291666683 0.15550073834616265 0.083920187793427234 1.0000000180025095e-35 0.15730648082922707 81.943541666666675 2.0126758453675748 3.2972457507505317
decision_type=2 2 2 2 2 2 8 2 2 2 2 10 2 2
left_child=-1 2 5 4 6 -2 8 -8 11 10 -3 -4 -13 -14
right_child=1 9 3 -5 -6 -7 7 -9 -10 -11 -12 12 13 -15
leaf_value=-0.034429996934844456 0.020982513179085106 0.025451010095880463 -0.0022482856978250638 0.0038308525516596859 -0.018318827268306307 -0.047041306053895157 -0.015625445562416782 0.033612088525112598 0.0021725115350135541 0.019311316149535955 -0.046971647939261341 -0.033265688746003712 -0.001238171348808121 -0.032057185102416709
leaf_weight=34.234085921831138 120.23125003548921 14.504615810350513 888.49746970093474 1196.8546650331409 176.40557289376738 7.4961047800225051 263.28976434837023 17.074551161203999 1645.0468268798286 161.11349973129109 18.361108176468406 67.112548710189003 152.14859779967264 38.707419338577893
leaf_count=8851 2941 236 31560 23787 11502 8319 16900 492 44927 1772 244 4065 9288 1488
internal_value=-0.000164209 8.90481e-05 -0.000479079 -0.000975074 -0.00274649 0.0166559 -0.00184656 -0.012518 -0.000770679 0.0134158 -0.0152017 -0.00499203 -0.0143969 -0.00762307
internal_weight=4801.08 4766.84 4572.86 4445.14 3248.28 127.727 3071.88 280.364 2791.51 193.979 32.8657 1146.47 257.969 190.856
internal_count=166372 157521 155269 144009 120222 11260 108720 17392 91328 2252 480 46401 14841 10776
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=15
num_cat=0
split_feature=21 52 32 24 46 40 66 12 57 51 21 38 20 35
split_gain=15.8026 13.2976 11.3532 11.7112 11.6665 11.6175 15.7005 13.7108 15.181 14.1188 16.5017 14.0802 12.6582 12.2294
threshold=0.031009615384615389 1.0287673611111112 0.093321070920179452 0.11348003765787708 1.0000000180025095e-35 1.0000000180025095e-35 1.8942887737209742 1.5000000000000002 22.500000000000004 2.4414009612931857 0.44097222222222227 18.500000000000004 0.069971440228478191 3.5000000000000004
decision_type=2 8 2 2 2 2 8 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 -2 10 13 -12 -8 -9
right_child=2 -3 -4 4 -6 6 12 9 -10 -11 11 -13 -14 -15
leaf_value=0.0037648845426874605 0.0032013055237984805 -0.0075022622856641382 0.035625348883944939 -0.014168719179880176 0.019365682971381335 -0.041468395049646417 -0.0011173893831773229 -0.015206229321611437 0.026177940166796778 0.0017709983549156192 0.021412998706947933 -0.010157456404038799 0.015314517240951423 -0.0032857129971031861
leaf_weight=360.29408097458145 573.58512263822195 952.63268824318766 23.964791797741782 30.268176814541221 157.16012005956145 14.653149235382442 182.73739082245083 418.61108297592 81.262208375195769 1080.7574439252858 88.820450199069455 57.42316830647178 325.16398520163057 443.03068024344975
leaf_count=10637 12479 58884 655 436 1714 801 6064 23494 4502 27921 1710 796 8566 7825
internal_value=0.000261843 -0.00440981 0.00202641 0.00178302 0.0139037 0.0010834 0.00790868 -0.00021902 0.00608812 -0.00219845 -0.00645243 0.00903193 0.00941192 -0.00908797
internal_weight=4790.36 1312.93 3477.44 3453.47 187.428 3266.04 522.555 2743.49 654.847 2088.64 1007.89 146.244 507.901 861.642
internal_count=166484 69521 96963 96308 2150 94158 15431 78727 16981 61746 33825 2506 14630 31319
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=15
num_cat=0
split_feature=20 36 31 66 45 51 9 15 28 76 1 75 7 75
split_gain=16.8755 12.9901 25.2088 13.0814 11.3544 12.5743 11.4529 10.6588 10.4575 13.6259 20.9342 15.4429 13.3523 12.2099
threshold=0.018350168350168353 1.0000000180025095e-35 0.0029996711360067464 2.4193600163265008 3.5000000000000004 4.2835627800822236 13.500000000000002 0.84094044444963034 0.14964204913309428 1.5000000000000002 1.5000000000000002 6.1147871526576338 0.053719391973516627 6.3144530238997154
decision_type=2 2 2 10 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 5 6 7 -2 9 10 -1 12 -11 -13
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 11 -12 13 -14 -15
leaf_value=0.0089662818058219886 0.0052003708744540623 -0.0031390599809494944 0.020037752990191469 0.008685779647118164 0.0029257719318497755 0.011116443465231331 0.034151657775616372 -0.012169914802853447 -0.023814015234004247 -0.03404691897529831 -0.016453360386719473 0.035365956211772374 -0.0061738635398156903 0.0013546309606850462
leaf_weight=411.4110830619702 102.5420967348764 304.2285656958702 129.4188446655462 1004.2821550318295 500.41310906374929 88.210392026932823 14.260348847972635 614.15563897626998 61.520033633249113 43.522468113344075 99.826954922415098 35.680658671626588 1283.7686272199899 94.344043670709652
leaf_count=17008 4645 11451 1129 17721 15416 3176 1227 18531 3094 9135 5511 791 54058 3313
internal_value=-0.000219826 0.0023269 -0.000934307 0.00593621 -0.00300477 -0.00662677 -0.00878024 -0.00968086 -0.00367857 -0.00303753 0.00398028 -0.00550048 -0.00711278 0.0108865
internal_weight=4787.59 2757.51 1449 1308.51 1319.58 819.168 730.958 716.698 2030.07 1968.55 511.238 1457.32 1327.29 130.025
internal_count=166206 73296 44124 29172 42995 27579 24403 23176 92910 89816 22519 67297 63193 4104
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=15
num_cat=0
split_feature=31 30 76 34 43 27 16 76 21 72 50 50 15 14
split_gain=19.0018 16.9892 14.5256 20.2621 15.6122 22.9518 19.2388 16.6052 13.9399 13.3436 12.6717 12.3678 11.681 15.1114
threshold=0.21770818399969796 1.0000000180025095e-35 9.5000000000000018 0.0055087708379950567 2.5000000000000004 0.0056208247582955357 0.68451966932838271 2.5000000000000004 0.21980676328502416 1.0000000180025095e-35 18.500000000000004 39.500000000000007 0.80034751445959296 0.39970915936711077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 12 -1 11 9 -4 -9 -7 13 -6
right_child=-2 -3 8 -5 5 7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0024730355316008091 0.01743782790275401 -0.016652025878720049 -0.001570334428039225 0.0084720969406491993 -0.01806789232245086 0.023848392192317328 0.012065721466172394 0.00040143092351674125 0.013641251283105433 0.017342241044021038 -0.02746068727017284 -0.073526770179294335 -0.01320186282766184 0.0083769322666404564
leaf_weight=977.4087510614554 145.78399791085394 162.76746236033068 650.73000472861168 416.18166627134633 81.331271257764456 92.477794227888808 295.50459151418181 455.13083770657249 314.79573403335962 107.84302414828562 43.824740444804775 2.4264144014450713 890.6571714227357 156.10811555872351
leaf_count=57331 1164 5495 17126 10026 7996 3323 2958 11528 6113 1071 1994 122 34386 6151
internal_value=-0.00027464 -0.000833919 -0.000256197 -0.0018526 -0.00328971 -0.00639218 0.000908933 0.00156264 0.00481399 0.00113768 -0.00209581 0.0206181 -0.0105775 -0.000719128
internal_weight=4792.97 4647.19 4484.42 3411.05 2994.87 1721.96 1272.91 593.86 1073.37 758.573 498.956 94.9042 1128.1 237.439
internal_count=166784 165620 160125 135815 125789 65500 60289 16967 24310 18197 13522 3445 48533 14147
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=15
num_cat=0
split_feature=32 52 30 48 20 15 64 75 50 75 70 51 10 10
split_gain=15.347 16.5118 18.7216 18.1109 15.5529 13.2694 12.6035 12.6634 15.2836 16.1476 14.6085 12.14 11.9491 11.6764
threshold=0.093321070920179452 195.31849537037041 0.086290155217743456 1.0000000180025095e-35 0.032522474881015347 0.87069005207020511 7.5634598609461881 6.1147871526576338 11.500000000000002 4.4942230200312032 1.0000000180025095e-35 3.1984648276080736 0.059712721632576939 0.79483634085793675
decision_type=2 8 2 2 2 2 10 2 2 2 2 2 2 2
left_child=1 4 3 11 6 -2 7 8 9 12 -10 13 -1 -3
right_child=5 2 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0028636261847929385 0.0074629897151966516 -0.01484206237663999 -0.065054174819212135 0.0068533341387089931 0.0039619327201748438 0.057925072490889198 -0.069713373792822553 0.012145060316254334 -0.0041247418276544453 -0.013420088711703838 -0.021899736001978861 0.0040125505472482547 0.0081718307847398249 0.011613389500045186
leaf_weight=524.48607351523242 37.383242345240433 525.77093909536416 12.486204112608901 218.77735864136775 1958.8743445250475 19.29476625926327 5.9402007323806165 140.89496986284939 309.11170769666569 195.11794378171908 184.21881773820132 132.5337761680421 459.20461849099956 44.568073149072006
leaf_count=25030 1029 40278 651 4445 44524 643 188 4516 13341 7920 10095 6591 6625 438
internal_value=-0.000287115 -0.000600781 -0.00654929 -0.00568704 0.000871433 0.0253481 -0.00245711 -0.00219844 -0.00341357 -0.000318697 -0.0107931 -0.00959457 0.00229099 -0.012758
internal_weight=4768.66 4711.99 934.136 921.65 3777.85 56.678 1818.97 1813.03 1672.14 1178.81 493.331 702.873 983.691 570.339
internal_count=166314 164642 52403 51752 112239 1672 67715 67527 63011 39575 23436 47307 31655 40716
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=15
num_cat=0
split_feature=32 18 39 31 18 21 13 52 51 64 21 44 27 43
split_gain=15.3999 15.7115 14.8156 15.644 19.236 19.3649 18.2287 14.5301 13.3636 11.9867 11.894 11.5665 11.3371 13.2674
threshold=0.093321070920179452 2.3652548450850461 1.5000000000000002 0.042142500010401672 3.1136509411065041 0.32738095238095244 3.5000000000000004 6.782800925925927 4.5053345884235583 1.8688348091416842 0.058397271952259168 59.500000000000007 0.067199502177780202 2.5000000000000004
decision_type=2 2 2 2 2 2 2 8 2 8 2 2 2 2
left_child=2 -2 3 4 5 6 7 11 -7 -8 -6 -1 13 -9
right_child=1 -3 -4 -5 10 8 9 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0060864101138808245 0.00082074802592467749 0.053216578672479989 -0.031897080537659814 0.010115919851208495 -0.0026383326267991674 0.0037126279207267895 -0.015588863152646116 0.00099375872929240898 0.03857528220977896 -0.0046440774784087995 0.0060812179544542933 0.055632691422207975 0.011517331740267438 -0.013110620101790961
leaf_weight=303.72968630296964 29.858185544217122 26.527639258187264 35.328343833707549 362.7153023914434 575.56170649033447 408.71990562333667 522.11881046956842 295.55764697312406 28.499528712243773 481.73067168717535 1216.1319422177548 11.281250189873388 93.714894377437304 381.12871297267702
leaf_count=10774 884 804 14897 3191 12351 9620 29936 15908 511 19331 21039 297 3907 22902
internal_value=0.00022358 0.025969 -8.96656e-05 0.000157158 -0.0006815 -0.00349122 -0.00549361 -0.00100001 0.00606794 -0.0103465 0.00328025 0.00803121 -0.00469843 -0.00695785
internal_weight=4772.6 56.3858 4716.22 4680.89 4318.17 2526.48 2089.26 1085.41 437.219 1003.85 1791.69 315.011 770.401 676.686
internal_count=166352 1688 164664 149767 146576 113186 103055 53788 10131 49267 33390 11071 42717 38810
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=15
num_cat=0
split_feature=31 21 66 52 7 45 14 4 52 15 26 18 49 37
split_gain=17.0953 14.9184 13.4045 11.4242 11.6162 28.5971 18.935 13.8934 13.797 13.1872 15.6463 11.319 11.1027 11.0489
threshold=0.010875975489597576 0.048003072196620589 3.2181130628332202 15.549421296296297 1.1319259840933058 5.5000000000000009 0.90716803677225322 102.50000000000001 21.243067129629633 17.888328560172926 2.9988643420588654 3.685901454464958 89.500000000000014 3.0016770741243364
decision_type=2 2 8 10 2 2 2 2 10 2 2 2 2 2
left_child=1 3 -3 -1 6 9 -5 -8 -9 10 11 12 -6 -2
right_child=13 2 -4 4 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.001063771213711228 -0.008089337035954958 -0.001346172305483882 0.0058273075478148424 -0.011359837920247917 -0.057302072509058423 0.011307503638165324 -0.054979805655783212 -0.065678561561252027 0.025127465872258198 0.033203293794466918 -0.0066904608834222118 -0.011826226864497347 0.023907476155158189 0.011444972534296136
leaf_weight=687.79984860431432 84.956366477825213 1980.1128762792796 969.16576584893483 306.09940293712498 78.035939311375841 52.162756978126708 5.6358870989643028 3.4745455934898919 77.523732605681289 6.7258282930124542 36.890339063713327 21.519848338444717 3.9208282244508146 465.09031524663442
leaf_count=37565 1495 64238 22013 31884 1955 778 142 99 1035 77 377 291 38 4425
internal_value=0.000134977 -0.000944159 0.00101229 -0.00545007 -0.0105359 -0.0203412 -0.00552206 0.0149985 0.0204787 -0.0315652 -0.0348816 -0.0447718 -0.0531756 0.00841863
internal_weight=4779.11 4229.07 2949.28 1279.79 591.989 199.256 392.734 86.6342 80.9983 147.093 140.367 103.477 81.9568 550.047
internal_count=166412 160492 86251 74241 36676 3516 33160 1276 1134 2738 2661 2284 1993 5920
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=15
num_cat=0
split_feature=64 51 21 10 40 52 43 37 51 11 14 39 37 75
split_gain=17.2267 15.0117 14.3774 14.2316 13.9126 15.0921 12.9331 12.8881 13.1073 15.6383 12.7484 12.6352 12.1479 10.7403
threshold=4.6101453514146771 1.2424533248940002 0.51470588235294124 0.68651154464872699 1.0000000180025095e-35 8.736828703703706 2.5000000000000004 55.233199552931175 2.4414009612931857 3.5000000000000004 0.32707195792165805 3.5000000000000004 1.9006105294968847 7.8456116163694558
decision_type=8 2 2 2 2 8 2 2 2 2 2 2 2 2
left_child=4 2 6 13 5 -1 11 8 9 -7 -6 -2 -10 -3
right_child=1 3 -4 -5 10 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.0020826830920621865 0.010638678745482846 0.0064299263726971881 0.026531690498863437 0.027068023396118676 -0.023640206794077301 -0.004794371146383339 -0.011224463834730565 0.003232707324028119 -0.023658648852879646 -0.022161542404815486 0.010050497189970455 -0.047836744425456691 -0.0020178685988074909 -0.047513450201376657
leaf_weight=951.30524096733643 138.12606628845242 1201.025411698778 37.381354727360304 85.162310984858777 29.596463331683481 241.31537997690975 303.92260097603139 315.35132644942496 70.256673628995486 280.79181429922028 347.3431280714176 8.9103688820741791 724.1773955509052 8.3114249075442768
leaf_count=29538 5719 18477 389 659 3438 14751 9456 3809 15039 15790 12487 9800 26841 247
internal_value=0.000726906 0.00460833 -0.00285738 0.00742475 -0.00161158 -0.00292153 -0.00534685 -0.00583821 -0.00801177 -0.014159 0.00734963 0.00679588 -0.00395903 0.00602024
internal_weight=4742.98 1782.84 488.34 1294.5 2960.14 2583.2 450.959 1631.89 1316.54 522.107 376.94 147.036 794.434 1209.34
internal_count=166440 44747 25364 19383 121693 105768 24975 76230 72421 30541 15925 15519 41880 18724
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=15
num_cat=0
split_feature=52 45 10 50 33 10 9 7 38 35 52 58 43 61
split_gain=11.6846 12.4747 14.3952 16.074 11.9604 14.1202 17.3032 11.6873 11.4655 11.3581 12.63 17.1948 14.7949 15.7319
threshold=1.0287673611111112 3.5000000000000004 0.37368355843650897 4.5000000000000009 0.0017263949838821158 0.044293830445959075 1.5000000000000002 0.015860720810319039 80.500000000000014 1.0000000180025095e-35 63.836180555555565 0.44753608019290131 2.5000000000000004 0.66666661933966276
decision_type=8 2 2 2 2 2 2 2 2 2 10 2 2 2
left_child=7 4 3 9 -2 -6 -7 -1 -5 10 12 -12 -3 -14
right_child=1 2 -4 8 5 6 -8 -9 -10 -11 11 -13 13 -15
leaf_value=0.052335676716213281 -0.0043544227647572429 0.00013129711696646486 0.010454326326710383 -0.01243326446065489 0.035891659200725429 0.017653965059255997 -0.054843108237029196 0.0041844273200900076 0.022189207871292263 0.0073360718213142904 -0.0093740633481518894 0.031069829271608652 -0.0082044358742179701 -0.060431047585999299
leaf_weight=11.788041665728086 2239.194620370341 59.719350105146077 386.97435120275622 312.41932213203472 39.693844632944092 23.057902444445062 11.533742515952325 915.80296316819658 24.980968571733683 525.70711957143794 67.703831134240318 41.620667493436486 28.354174122228869 29.123393828369444
leaf_count=795 86173 11349 4104 17589 1191 290 303 20946 383 12000 6592 650 3028 1187
internal_value=-0.000174777 -0.001406 0.00218366 -0.00076051 -0.0036971 0.0159114 -0.00738016 0.00485205 -0.00981184 0.00330696 -0.00603489 0.00616529 -0.0173714 -0.0352481
internal_weight=4717.67 3790.08 1476.6 1089.63 2313.48 74.2855 34.5916 927.591 337.4 752.229 226.521 109.324 117.197 57.4776
internal_count=166580 144839 56882 52778 87957 1784 593 21741 17972 34806 22806 7242 15564 4215
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=15
num_cat=0
split_feature=31 21 50 68 32 39 0 43 66 57 47 15 15 0
split_gain=14.2941 13.3364 17.3196 13.0577 9.95393 9.99011 10.113 9.67044 12.8602 10.3309 14.74 11.5361 9.38832 13.3132
threshold=0.27980699783120772 0.048003072196620589 60.500000000000007 1.5000000000000002 0.16539416135829432 1.5000000000000002 25.500000000000004 2.5000000000000004 2.5305616439506724 1.5000000000000002 2.5000000000000004 1.7957931365847744 10.304012508400097 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -3 -9 10 11 -10 13 -4
right_child=-2 3 12 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0031235052384915767 0.021906994838772037 0.012761987200565122 0.0072292230931171146 -0.0016193704184891593 0.043921800789419325 -0.048749772445307649 0.0091527582520821941 -0.04490229786869996 -0.0038142332340303517 0.010095178076673934 0.0038992792221095862 -0.044522476539531564 0.028767919296902159 -0.056525309799753003
leaf_weight=1442.5534158295623 73.185045364545658 379.0603390420365 10.598566435539395 1986.1980222992133 11.584902823087758 9.7524893197114562 243.71186618682987 13.047581811610142 36.618196454481222 279.52891831848683 169.98688710818533 32.525935645564459 4.7239716985495752 32.129959611120285
leaf_count=74235 541 6258 744 63581 405 2782 7303 151 234 6502 1318 310 110 1994
internal_value=0.000132143 -0.00021505 -0.00411341 0.00162265 -0.000421646 -0.000670517 -0.000438485 0.0066707 0.00231235 0.00358421 -0.00403703 -0.0233254 -0.0335208 -0.0409077
internal_weight=4725.21 4652.02 1490.01 3162.02 2251.25 2239.66 2229.91 910.768 531.708 518.66 239.131 69.1441 47.4525 42.7285
internal_count=166468 165927 77083 88844 74071 73666 70884 14773 8515 8364 1862 544 2848 2738
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=15
num_cat=0
split_feature=31 10 52 64 20 51 45 52 15 49 75 49 49 71
split_gain=15.0712 16.0418 13.4313 12.0813 10.9328 16.107 11.9554 22.2525 16.6535 15.1922 15.4101 11.3423 10.1315 10.0717
threshold=0.0086689920249094967 0.00085383485804812348 54.447042824074082 6.5896137628651035 0.03883861236802414 4.3241107269113215 3.5000000000000004 65.958923611111132 1.468764653281619 2.5000000000000004 4.7999057951650004 5.5000000000000009 16.500000000000004 3.9415346756528771
decision_type=2 2 10 10 2 2 2 8 2 2 2 2 2 2
left_child=1 -1 3 -2 12 6 7 8 11 10 13 -6 -3 -9
right_child=2 4 -4 -5 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.013402495382687738 0.0041976169657950233 -0.0023164031669135532 0.01968974636502574 -0.043322960624392073 0.019299260107800819 0.012338213674523372 0.0047400208749838598 -0.016991024321260578 -0.0020670848375961312 -0.049266640694627176 0.022573869623837065 -0.05200143337087746 -0.016841432229841826 0.00029147492327821143
leaf_weight=253.92971663509525 375.98526512667013 1624.2574541891699 160.24217550019966 12.869914969196541 155.24581669928739 315.69258789566084 798.67545341094956 291.24001966536525 420.99320545673254 24.223472917452455 34.045184454444097 4.8437501888256511 128.69408256504539 118.42940637009451
leaf_count=31518 4514 70762 1444 160 3244 7534 16964 9118 8096 883 742 274 6881 4052
internal_value=-0.000223368 -0.0012492 0.0075557 0.00251774 -0.000457978 0.00191968 0.000133884 -0.00337419 0.00315977 -0.0114775 -0.00930831 0.0168325 -0.00339176 -0.0120064
internal_weight=4719.37 4170.27 549.097 388.855 3916.34 2163.39 1847.7 1049.02 581.083 467.938 443.715 160.09 1752.95 409.669
internal_count=166186 160068 6118 4674 128550 50907 43373 26409 11614 14795 13912 3518 77643 13170
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=15
num_cat=0
split_feature=64 72 21 30 44 43 63 32 64 24 34 52 71 66
split_gain=13.2494 22.8152 13.2392 10.961 9.29937 9.69532 8.91432 10.9089 10.0541 10.3508 9.68207 8.7859 8.56471 11.7333
threshold=2.1383330595080281 1.0000000180025095e-35 0.45804195804195807 0.0013862261278514449 483.50000000000006 3.5000000000000004 3.5000000000000004 0.05362571352421458 7.5634598609461881 0.1257408755769851 0.020121168815946128 26.025138888888893 3.8176519431297078 3.1489648722072614
decision_type=8 2 2 2 2 2 2 2 10 2 2 10 2 10
left_child=3 2 6 12 5 -3 7 8 9 10 -2 -7 -1 -14
right_child=1 4 -4 -5 -6 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0064063939018710273 -0.0011122558332748414 0.025612137954729022 0.015070214018330362 -0.019103703826311574 -0.053566534222619068 -0.038118991390840733 -0.047817047031033656 0.02407399327327308 -0.057101736952891384 0.019506664174543553 0.012929498986798977 0.016024404565293939 -0.0025743727108266386 0.0071896897820249621
leaf_weight=648.83135393317934 1953.5875822979906 162.17455056939798 167.15373488016485 93.096322351608251 3.3624737253412595 11.344680903363043 8.4986378842631876 47.916120973124634 6.6292206071229876 67.614571406622417 129.98982279090706 18.125113896312541 968.43560744433125 449.73771158509408
leaf_count=29040 55829 2331 2303 3675 50 347 9983 996 236 770 2784 403 48908 8934
internal_value=0.000474034 0.00289495 0.00154465 -0.00241344 0.0192925 0.0208423 0.000517254 0.000725069 0.000195677 0.000398697 -0.000230439 -0.0053856 -0.00165285 0.000524936
internal_weight=4736.5 2576.4 2381.39 2160.1 195.007 191.644 2214.24 2205.74 2157.82 2151.19 2083.58 29.4698 2067 1418.17
internal_count=166589 76032 72901 90557 3131 3081 70598 60615 59619 59383 58613 750 86882 57842
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=15
num_cat=0
split_feature=52 45 51 32 40 13 38 68 52 11 36 0 7 66
split_gain=12.3923 21.6192 15.3734 16.5111 11.474 10.6156 11.1465 9.79627 9.79354 9.24759 13.303 12.7898 11.9981 9.20506
threshold=137.1634027777778 3.5000000000000004 2.249904835165133 0.16539416135829432 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 776.63372106481495 1.5000000000000002 5.5000000000000009 54.500000000000007 0.055391646242134496 3.6588374665025154
decision_type=8 2 2 2 2 2 2 2 10 2 2 2 2 10
left_child=9 2 3 -2 7 6 8 -4 -3 10 11 -1 -11 -14
right_child=1 5 4 -5 -6 -7 -8 -9 -10 12 -12 -13 13 -15
leaf_value=0.0089950707445388342 -0.01909216634902541 -0.0030363415722167698 0.008170400015250566 0.03043899539604927 0.015639595577322481 -0.004505203333952084 0.022556878698060018 -0.013605300294688283 0.035152514553892143 -0.023295200318685216 -0.065826904589605884 -0.01897753316037849 -0.00043252140677042919 0.010141857237332788
leaf_weight=622.61731474825183 373.32166760533028 136.77067570384679 72.691216453487868 16.744303773972206 70.168727768585086 226.91703921451699 107.16754933130869 172.87195389744011 18.120282475400018 53.364486415015563 5.3084676517173639 42.804438124658191 2540.9133649622345 222.93845012469683
leaf_count=11471 21473 15550 2502 566 2451 8879 2111 8465 712 10763 71 1082 78110 2408
internal_value=-0.000282215 -0.00467481 -0.0102673 -0.0168936 -0.00205361 0.00340204 0.01024 -0.0071523 0.00162811 0.00122335 0.00649504 0.00716991 -3.3607e-05 0.000423791
internal_weight=4682.72 1194.77 705.798 390.066 315.732 488.976 262.059 245.563 154.891 3487.95 670.73 665.422 2817.22 2763.85
internal_count=166614 62709 35457 22039 13418 27252 18373 10967 16262 103905 12624 12553 91281 80518
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=15
num_cat=0
split_feature=32 39 30 75 13 75 1 46 60 61 26 51 60 13
split_gain=16.1839 13.949 14.1012 11.9499 13.5773 12.5202 12.1294 10.4323 9.99815 9.96127 10.787 16.132 17.5164 9.58249
threshold=0.05362571352421458 1.5000000000000002 0.086290155217743456 1.0000000180025095e-35 8.5000000000000018 7.7349915098189017 15.500000000000002 1.0000000180025095e-35 0.032876985671540328 0.97000918435840333 0.51318222271737224 2.3502401828962087 0.4447755926969254 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 8 -1 -4 -5 10 11 -6 -13 -10
right_child=-2 -3 7 4 9 -7 -8 -9 13 -11 -12 12 -14 -15
leaf_value=0.0066809133589755473 0.026723430931077104 -0.031931495364267183 -0.044058106218431967 -0.020246646318835475 -0.013940427065423047 -0.057073897195884488 -0.061335107056914778 -0.008248646003242769 -0.00035762686298993249 0.013330146896846036 -0.002923140029691408 0.0020421503550885531 0.026445413739296389 -0.0079540831984274019
leaf_weight=767.03681040660013 55.495517010655021 33.377846258494174 27.527017619722756 75.893584434503282 66.287991697856341 9.5490074197587074 5.6193897855846435 73.128829573091934 1991.4782033901138 221.84110722367768 543.79603732272517 161.12818123502075 134.54760442252154 523.50736896043963
leaf_count=11477 1729 14750 1437 18122 4262 576 162 1399 72554 1802 8137 10050 2251 17862
internal_value=0.000123873 -0.000200322 3.67416e-05 0.000452587 -0.000720772 -0.00270753 0.0061076 -0.0183788 -0.00248521 0.00385935 0.0015276 0.00820379 0.0131986 -0.0019414
internal_weight=4690.21 4634.72 4601.34 4500.69 3728.03 2600.43 772.656 100.656 2590.88 1127.6 905.76 361.964 295.676 2514.99
internal_count=166570 164841 150091 147255 135616 109114 11639 2836 108538 26502 24700 16563 12301 90416
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=15
num_cat=0
split_feature=64 40 52 37 14 75 37 66 22 43 64 34 15 63
split_gain=13.2823 15.3474 15.9234 11.9997 11.3491 11.3041 21.4612 10.1298 9.52447 9.3636 14.0109 11.1653 13.1748 10.646
threshold=4.0517471391904856 1.0000000180025095e-35 1.125885416666667 32.760660936584223 0.32019015612410678 1.4978661367769956 36.929109374649009 3.1678665176585334 0.39230769230769241 2.5000000000000004 6.1279596970873662 0.0043771752112751481 1.5853438278641983 3.5000000000000004
decision_type=8 2 8 2 2 2 2 10 2 2 10 2 2 2
left_child=1 2 7 9 -3 -4 -7 8 -1 10 13 -11 -13 -2
right_child=3 4 5 -5 -6 6 -8 -9 -10 11 -12 12 -14 -15
leaf_value=0.0018126104713876092 0.0083092849738684825 -0.023969103272044864 0.00066003734856720769 0.013838701139983409 0.0098410871788752307 -0.013190337443342928 -0.0006383934391964056 0.015253542352792145 -0.030468900396773326 -0.004950735482381341 -0.020923866653748166 0.017565581064876174 -0.0082464741251148995 -0.04732051921329377
leaf_weight=375.59638558742881 691.00410773118347 25.82498621636114 510.26784986179337 234.67247658461565 339.8640636524724 826.83249620938659 578.7106390761619 144.80537558209107 23.325216188037302 661.31534727183316 44.828667020163266 135.11749891612271 76.877602816151921 7.7277453764054362
leaf_count=13492 15517 3243 27404 1919 12522 52056 7329 1858 455 16640 1271 1916 1032 9808
internal_value=7.34498e-06 -0.00214951 -0.00357097 0.00329783 0.00739455 -0.00571367 -0.0080264 0.0039754 -0.000146379 0.00176032 0.00588017 -0.00175016 0.00821036 0.00762729
internal_weight=4676.77 2825.23 2459.54 1851.54 365.689 1915.81 1405.54 543.727 398.922 1616.87 743.561 873.31 211.995 698.732
internal_count=166462 118359 102594 48103 15765 86789 59385 15805 13947 46184 26596 19588 2948 25325
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=15
num_cat=0
split_feature=32 63 49 31 51 48 22 66 28 50 38 1 50 15
split_gain=11.6389 13.4538 12.8115 17.3898 13.3052 13.2468 14.1132 13.025 12.4869 11.2798 11.0087 10.1921 10.0771 10.0316
threshold=0.15550073834616265 1.5000000000000002 13.500000000000002 0.23324351609204416 6.0100401799233785 1.0000000180025095e-35 0.094044811320754734 2.2578858116299085 0.44535749382014383 54.500000000000007 6.5000000000000009 16.500000000000004 41.500000000000007 0.89130395888098946
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -7 -8 -1 -4 12 -3 -9 -2
right_child=13 11 9 4 -6 6 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0010078863671726546 0.0081462316567209054 -0.039549996886377996 -0.008170798942547252 0.029151989742560988 -0.028340239654369961 0.011778677213092559 -0.025490883955845631 0.018996072256103544 -0.029873051492174504 -0.056483883240725931 -0.001164431657122037 0.068160236099076579 -0.047079206144329339 0.055867769239768696
leaf_weight=3100.9472740806887 33.896421794517664 29.465127858575219 255.71704792706441 80.808984384639189 10.667317438637836 452.71309401052713 44.627764119068161 113.77245548345672 36.927212070746464 11.729675825990851 479.54505877333577 1.4695180424459966 5.1384122493327586 15.625428020488469
leaf_count=113660 999 14572 11476 474 66 8725 1774 2753 2004 801 8049 266 208 596
internal_value=0.000142804 -0.000117986 0.000106876 0.000764548 0.0222137 0.000295964 0.0050262 0.000261737 -0.00135699 -0.0104922 0.00222147 -0.0324592 0.015772 0.0240114
internal_weight=4673.05 4623.53 4592.59 4325.15 91.4763 4233.67 1095.8 643.084 3137.87 267.447 598.456 30.9346 118.911 49.5218
internal_count=166423 164828 149990 137713 540 137173 21509 12784 115664 12277 11010 14838 2961 1595
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=15
num_cat=0
split_feature=24 32 39 49 50 50 5 18 43 34 17 1 39 10
split_gain=11.0884 11.2656 12.2555 11.7623 11.1859 11.4023 10.5626 10.2945 10.6726 9.80445 9.44796 8.94187 8.93766 8.84588
threshold=0.11348003765787708 0.091685556029181728 1.5000000000000002 9.5000000000000018 18.500000000000004 43.500000000000007 19.500000000000004 2.9105227781670786 1.0000000180025095e-35 0.024836163329912165 0.74109042553191495 16.500000000000004 1.0000000180025095e-35 0.00057967233809141569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 12 13 -3 -4 -1 -9
right_child=-2 10 11 4 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.023291961859375543 0.011765232944527167 0.043759354387490977 -0.040188753196439567 0.051953368686511972 0.0092839742181848577 -0.022550772771183496 -0.020098499295645642 -0.015411196105791404 -0.0032928821253719489 0.018006371683252326 0.0014955380410333879 0.055194075606202687 0.021874531584494365 0.0023783143850444471
leaf_weight=12.104841344145823 185.89069003713666 25.003714710648637 27.486569549024356 4.3032193276158059 102.9409404355174 37.56373830306984 176.45745957751933 71.567821435306541 1927.9668556298384 96.027156923664734 27.054209848574828 1.8253111424855877 69.967757595703006 1892.5246155182977
leaf_count=691 2236 836 14553 175 4349 2308 8821 4939 85106 1620 832 272 723 38927
internal_value=-0.000167083 -0.000665513 -0.00094018 -0.000721317 -0.00991657 0.000673779 -0.0181068 6.73898e-06 -0.00253834 0.00248998 0.0222372 -0.0326241 0.0150128 0.00172259
internal_weight=4658.68 4472.79 4420.74 4391.42 321.265 140.505 180.761 4070.16 2010.04 2060.12 52.0579 29.3119 82.0726 1964.09
internal_count=166388 164152 162484 147659 15653 6657 8996 132006 86520 45486 1668 14825 1414 43866
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=15
num_cat=0
split_feature=64 77 10 40 50 52 58 51 66 3 1 66 15 0
split_gain=19.2277 13.1161 12.3329 11.5577 12.1375 12.6322 11.599 13.0048 11.2822 11.1871 10.1147 10.0305 9.77858 9.41541
threshold=4.923617305492666 7.5000000000000009 0.7254261955930198 1.0000000180025095e-35 53.500000000000007 6.9833101851851866 0.032636115319345564 2.3502401828962087 1.9507953669313272 1.0000000180025095e-35 1.0000000180025095e-35 2.1245030656368331 10.304012508400097 26.500000000000004
decision_type=8 2 2 2 2 8 2 2 10 2 2 8 2 2
left_child=3 -2 -3 4 5 13 -7 -8 -5 -10 -6 -9 -12 -1
right_child=1 2 -4 8 10 6 7 11 9 -11 12 -13 -14 -15
leaf_value=-0.00045738924027496691 -0.030958353476768737 0.0042581301567851185 0.023229912824104207 -0.018752826876860133 -0.052417646210180371 -0.018714697828052337 -0.0099706376969808854 -0.024255794903535244 0.011554324259002628 -0.023738372046283408 -0.022814377343078507 0.00066684003553727476 0.040605089562917189 0.012232411409347605
leaf_weight=649.19475236793369 24.360625564280781 1593.1930532083743 89.613060652511194 39.695638593177136 21.283190923626535 142.50672997859874 553.52388831249118 41.173087179253343 320.04226168532477 23.218891248779983 25.074310185213108 944.1892697475414 6.9535189482849082 187.6259382070275
leaf_count=20394 615 42313 784 3282 1372 21988 22776 3217 11423 1335 1632 30007 138 4895
internal_value=0.000523771 0.00474666 0.00528161 -0.00191709 -0.00312428 -0.00261881 -0.0051161 -0.00384548 0.00617609 0.00910503 -0.026513 -0.000398081 -0.00823293 0.00239903
internal_weight=4661.65 1707.17 1682.81 2954.48 2571.52 2518.21 1681.39 1538.89 382.957 343.261 53.311 985.362 32.0278 836.821
internal_count=166171 43712 43097 122459 106419 103277 77988 56000 16040 12758 3142 33224 1770 25289
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=15
num_cat=0
split_feature=31 21 51 21 52 34 44 18 15 21 13 4 71 43
split_gain=11.7202 11.8327 12.7633 14.1068 10.5306 16.68 12.2918 9.59474 11.3665 13.8752 12.2025 9.28471 8.75858 10.0364
threshold=0.047140773976110543 0.021980676328502421 4.3241107269113215 0.26969696969696971 80.323541666666685 0.0033913904836891189 35.500000000000007 3.0350327961177785 0.97826714108905011 0.30217391304347835 36.500000000000007 229.50000000000003 5.6436769842906767 6.5000000000000009
decision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 12 8 11 10 -10 -3 13 -1
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0035912849747080228 0.008686706900333489 0.0046232986448739811 0.0046965674279749606 0.02934804016677205 -0.019604949875005523 0.043317510021934381 0.013285789430529752 0.0023789079614654901 -0.0093166503323767521 0.0030824178904442228 -0.085234475251004277 -0.056390029249307416 -0.014264579422722091 0.026675841540174702
leaf_weight=494.52592155760067 352.39508666252368 391.64818034991185 446.34095198014256 65.821238880453166 181.3778521012282 10.250615023775024 100.23972643725938 1332.523268822355 740.71770856700095 285.28416164215014 4.3481717279646537 5.3396507240722704 197.47554020462121 27.995830855332315
leaf_count=33635 3460 18499 13592 1290 14692 500 3933 27168 29641 7090 163 447 11620 653
internal_value=-6.51347e-05 -0.000786925 0.000674752 0.0079157 -0.00550948 -0.0160317 -0.0030347 -0.00067137 -0.0035187 -0.00628664 -0.00987335 0.00366302 -0.00532215 -0.00192177
internal_weight=4636.28 4283.89 3272.02 512.162 1011.87 191.628 820.237 2759.86 1427.34 1030.35 745.066 396.988 719.997 522.522
internal_count=166383 162923 97890 14882 65033 15192 49841 83008 55840 36894 29804 18946 45908 34288
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=15
num_cat=0
split_feature=75 75 75 72 20 27 64 64 71 7 26 0 43 15
split_gain=11.6891 12.7309 10.4599 22.6152 15.135 14.4474 17.258 11.655 11.9298 11.0859 10.3251 9.30709 10.9701 10.6667
threshold=6.0222354711552812 7.7349915098189017 1.4978661367769956 1.0000000180025095e-35 0.324561403508772 0.019432769045088373 5.9388537289014298 1.4978661367769956 4.1510089048756029 0.75024842874409969 0.95671317944756151 41.500000000000007 2.5000000000000004 2.1993201675837928
decision_type=2 2 2 2 2 2 8 8 2 2 2 2 2 2
left_child=2 -2 11 4 5 9 -7 8 10 -4 -5 12 -1 -13
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0084340929657243675 0.011544410819292319 -0.024464071044803016 -0.017029808199357992 0.030213096315603316 0.0094366550100251426 -0.0044331151217239656 0.018811874050784789 0.023816811145081673 0.012292959002454329 -0.0046453598626933429 -0.027984757246845744 -0.013495702885513021 2.8379894479023606e-05 0.030471860368448036
leaf_weight=577.18626740036007 307.17470536877227 25.739628368755803 417.080969659517 8.4274860224395507 168.41055154558853 1131.6302121380868 84.922533119446598 102.9528918324213 93.71026695537148 320.01017528233933 41.389458975871094 151.63976172914545 1180.9927797663004 14.221906924591165
leaf_count=25116 8273 957 40135 260 3085 32809 692 1446 1378 6445 515 5756 39122 491
internal_value=-0.000315792 0.00869545 -0.00101653 -0.00324048 -0.00490665 -0.00614729 -0.00279636 0.0110662 0.00181865 -0.0116666 -0.0177387 0.00172146 0.00279109 -0.00956565
internal_weight=4625.49 332.914 4292.58 2368.53 2122.05 1953.64 1216.55 246.48 143.527 737.091 49.8169 1924.04 1758.18 165.862
internal_count=166480 9230 157250 86765 83166 80081 33501 3599 2153 46580 775 70485 64238 6247
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=15
num_cat=0
split_feature=45 49 17 26 4 21 0 4 51 26 61 27 50 50
split_gain=13.791 11.4917 10.8349 14.593 13.2667 11.809 11.9088 11.7239 14.853 11.0497 14.912 10.9026 10.2074 10.2701
threshold=1.0000000180025095e-35 45.500000000000007 1.0000000180025095e-35 0.51318222271737224 127.50000000000001 0.050423728813559332 5.5000000000000009 131.50000000000003 1.2424533248940002 0.79010374728561794 0.97917300868801027 0.11054057238494196 4.5000000000000009 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 12 -4 -7 8 -5 -10 -11 -12 -1 -14
right_child=-2 -3 3 7 -6 6 -8 -9 9 10 11 -13 13 -15
leaf_value=-0.017999743013582016 0.0013861353302157887 -0.060390272870218524 -0.012321795821987126 -0.04558985506384735 0.017677686165912913 -0.018021438056977833 0.0077817165159646158 -0.036166454734055414 -0.024742893516588631 0.01878172587589064 -0.069098859732516768 0.022054804944109052 0.014044111259918772 -0.046350814401974624
leaf_weight=77.270558354502555 3645.3024471550607 8.3832892480859282 214.41878216304622 23.804476151562994 104.43404853060201 53.790532871829782 242.59760347889096 67.348917462644749 36.887304404808674 61.037157482467592 8.4873703247867507 4.4149497686885288 66.761377875809558 6.8758443682454518
leaf_count=977 126891 546 16845 763 1016 2207 12272 1982 1103 937 90 36 570 114
internal_value=-2.77201e-05 -0.00530164 -0.00476279 -0.0079258 0.00406323 -0.00341172 0.00305393 -0.0192688 -0.0106115 -0.00275799 0.00839376 -0.0385648 -0.00541285 0.0078593
internal_weight=4621.81 976.512 968.129 712.787 255.342 510.807 296.388 201.98 134.631 110.827 73.9395 12.9023 150.908 73.6372
internal_count=166349 39458 38912 36235 2677 31324 14479 4911 2929 2166 1063 126 1661 684
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=15
num_cat=0
split_feature=52 16 30 8 31 51 28 34 50 34 34 20 39 51
split_gain=11.1727 13.5378 11.5548 10.8199 9.30399 10.2883 8.7422 10.0422 9.17132 9.02153 8.7151 8.68909 8.64668 10.4492
threshold=143.0462152777778 0.97918798727474143 0.086290155217743456 0.13401687081647959 0.27980699783120772 5.812635762400884 0.20672019802722344 0.013649506324037912 13.500000000000002 0.092085854792360908 0.067694711202853627 0.42261904761904767 1.0000000180025095e-35 4.2268071048866842
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -3 6 -6 9 8 11 -1 -5 -8 -2 -14
right_child=2 3 -4 10 5 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=4.3443933026128252e-05 -0.0080767068825468216 -0.051136600796259826 -0.040788001614601513 0.013673865434710906 0.029677273847797971 -0.021677918024834042 -0.047260041428257155 0.001048128906800942 0.018086059242939607 0.035782894687197898 -0.041736377094217819 0.024306872737582599 -0.00099235595178829412 0.02905489550619407
leaf_weight=2996.5747237321448 582.71598720093607 5.8816695231944314 20.631769299565349 300.08380905335071 47.886321931728162 11.407344961073248 37.358036629462731 50.105670458928216 7.5834406329813637 16.76197927154135 6.3199511994607738 4.1518437913618973 500.43229879068986 29.707029304438038
leaf_count=96834 30037 48 856 3050 280 90 2124 1400 616 441 118 41 30096 602
internal_value=-0.000275795 0.00112721 -0.00458553 0.0110429 0.000147779 0.0196015 -0.00022899 -0.0147583 -0.0305896 0.000254053 0.0123989 -0.0396985 -0.00387834 0.000742913
internal_weight=4617.6 3484.11 1133.49 312.285 3171.83 59.2937 3112.54 99.199 49.0933 3013.34 306.404 41.5099 1112.86 530.139
internal_count=166633 105042 61591 3216 101826 370 101456 4181 2781 97275 3168 2165 60735 30698
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=15
num_cat=0
split_feature=60 24 30 32 40 66 12 27 52 45 26 10 13 60
split_gain=13.4693 10.8006 11.9417 11.0165 11.074 12.7872 10.6881 11.6664 12.114 17.3272 11.3657 13.9332 11.1474 10.6555
threshold=0.007744888427055399 0.11348003765787708 0.058738835169910367 0.05362571352421458 1.0000000180025095e-35 2.5401128175815431 1.5000000000000002 0.071572386690875303 15.175810185185187 1.5000000000000002 0.97992262298998611 0.10814865542547904 2.5000000000000004 0.97629789905370179
decision_type=2 2 2 2 2 10 2 2 10 2 2 2 2 2
left_child=-1 2 3 4 6 -6 12 8 -8 10 -10 -12 -2 -13
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 13 -14 -15
leaf_value=-0.032882508603710905 0.0047198052029212741 0.011780478076633757 -0.01687464970501093 0.022124809681241923 -0.0040090022374770799 0.011589865690433576 -0.00085062511205828369 0.00093578640557661231 -0.013417392071486284 -0.004424000297447492 -0.075126360111589699 -0.064096440232015189 -0.011294209973789436 -0.013620114809445878
leaf_weight=30.352485770330532 931.69421321255959 185.68359271585359 107.57862090709386 54.120810815802542 202.56414955032233 370.71131595630141 672.89459118775267 1055.551936155447 234.40489751012501 551.00757048416563 16.45111146941781 12.329749355558304 122.04266189232294 52.685410462319851
leaf_count=8787 34625 2254 3317 1726 8874 8778 27256 18439 17682 25389 360 227 8146 616
internal_value=-0.000222059 2.02114e-06 -0.000499422 -8.36379e-05 -0.000373471 0.0060807 -0.00138882 -0.00311277 -0.00588695 -0.0097908 -0.0191092 -0.035125 0.00285613 -0.0240186
internal_weight=4600.07 4569.72 4384.04 4276.46 4222.34 573.275 3649.06 2595.33 1539.77 866.879 315.871 81.4663 1053.74 65.0152
internal_count=166476 157689 155435 152118 150392 17652 132740 89969 71530 44274 18885 1203 42771 843
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=15
num_cat=0
split_feature=21 31 10 52 30 51 71 75 32 10 45 49 50 51
split_gain=14.1731 14.8656 14.155 12.5735 12.3252 12.188 12.152 11.9846 11.7005 11.8862 13.4588 12.8936 14.0129 19.0179
threshold=0.31414473684210531 0.13157756777065635 0.0003549128064327966 0.87509837962962977 0.086290155217743456 4.3502571242716384 6.9674381702079344 4.4942230200312032 0.16539416135829432 0.37368355843650897 7.5000000000000009 9.5000000000000018 19.500000000000004 4.5591125415341898
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 8 -2 -4 -6 9 11 -11 -5 -13 -14
right_child=5 -3 3 4 7 -7 -8 -9 -10 10 -12 12 13 -15
leaf_value=-0.016606072465250175 0.0042505623408417873 0.012408828951410183 0.0062887987798033278 -0.0036077703276505045 -0.03994304879411939 0.030588512937222735 -0.022514187373246813 0.0046314193486089094 0.030262394875940568 -9.6290777799729573e-05 0.019375814966861027 -0.031497350290367605 -0.040835206017238723 0.019788760189861546
leaf_weight=161.02688767664404 804.3164697787106 182.96838482443127 635.34632155612053 1823.2626042448564 41.947912107327284 45.510866793716559 37.88463764169137 22.944916330219712 26.051554848410888 570.45339142769808 104.08528351083805 87.737136822041066 18.096960664595827 39.101235013426049
leaf_count=20823 16465 1715 15160 89253 1586 868 1418 535 960 6406 1173 6215 1603 2228
internal_value=-0.000131097 -0.00145233 -0.00216643 -0.00147927 -0.00298668 0.00569533 0.00463698 -0.0243512 -0.00245827 -0.00279214 0.0029326 -0.00475462 -0.0190582 0.000235839
internal_weight=4600.73 3750.91 3567.94 3406.91 2733.68 849.827 673.231 64.8928 2668.79 2642.74 674.539 1968.2 144.935 57.1982
internal_count=166408 149075 147360 126537 109959 17333 16578 2121 107838 106878 7579 99299 10046 3831
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=15
num_cat=0
split_feature=64 73 21 34 31 52 7 64 48 7 47 52 51 66
split_gain=12.6095 10.2251 11.3156 13.8423 9.24511 10.4429 13.4419 12.4142 9.16295 11.3803 10.6644 11.1068 10.6829 10.4698
threshold=2.602003343538398 1.0000000180025095e-35 0.51470588235294124 0.014001977575885666 0.0019968436392826861 51.012251157407412 0.28789115876713894 6.5417509798483549 1.0000000180025095e-35 1.0000382908679575 7.5000000000000009 6.0525636574074086 3.0201273556387074 2.3712090121984093
decision_type=8 2 2 2 2 10 2 10 2 2 2 8 2 10
left_child=-1 2 4 -4 8 6 -6 -8 -2 13 11 -11 -12 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 10 12 -13 -14 -15
leaf_value=-0.0023970788895778064 -0.0026412376700736639 0.015719473046834711 0.030075762204689757 -0.038941009517136284 -0.0079666860345701217 0.018946328701653178 0.016610280396928256 -0.041724240679744624 -0.0037764823663082401 0.010645320373264267 0.023934743545499817 -0.030623110057164976 -0.0042345712613953918 0.01930662181650443
leaf_weight=2285.3246143617503 1219.883905817604 143.21585149168823 59.778418566769687 7.381130030960775 152.30460696095543 140.77025080489693 143.18128262410755 8.7922621038742346 67.282267127724481 23.042427880922332 49.343327031470835 51.489197910530493 100.84369470912497 178.14817570571904
leaf_count=98761 51588 2134 772 91 2337 1118 1237 90 3064 223 386 613 1253 2903
internal_value=0.000245603 0.00282046 0.00197486 0.0220305 0.00133398 0.00773686 0.00250587 0.0129847 -0.00035571 0.00556751 -0.00255962 -0.0178924 0.00511744 0.012989
internal_weight=4630.78 2345.46 2202.24 67.1595 2135.08 445.048 304.278 151.974 1690.03 470.149 224.719 74.5316 150.187 245.43
internal_count=166570 67809 65675 863 64812 4782 3664 1327 60030 8442 2475 836 1639 5967
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=15
num_cat=0
split_feature=39 48 51 28 71 10 75 30 1 16 28 27 18 20
split_gain=13.3311 12.3426 11.3656 12.7354 10.4793 9.84354 10.0901 9.82815 9.63195 9.20122 8.81808 10.5769 10.26 8.74105
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.1567740231385479 0.45657074862386587 4.945201156493737 0.7254261955930198 1.2424533248940002 0.058738835169910367 14.500000000000002 0.39336433836583795 0.21834353724516478 0.70147835114941726 2.1452985986443802 0.014389233954451347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 10 -5 -4 11 -1 -13 -3
right_child=1 13 9 8 -6 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0021155325448011207 0.00021828947020046915 -0.0095053660742063142 -0.00030309003323643503 -0.058092642943619377 0.031575231958039324 0.020653725200122153 -0.012462952734836698 -0.017330751049076429 0.012560153549176143 0.015153192961909204 -0.043781268422953136 -0.03818739754042668 0.015068586852342709 0.015081925074645822
leaf_weight=2643.8910915451565 680.3965088149539 40.548122423933819 168.70709307977813 15.801666809871678 23.557856357423589 46.531049486249685 202.84343695173447 101.64358987907326 6.3315416918194378 223.19641318297363 11.323105477262287 8.7298003596224572 137.54314363320009 291.98022924430552
leaf_count=104494 30783 1191 5065 1105 846 577 9045 3121 345 2862 366 746 2141 4116
internal_value=-7.52917e-05 0.00343997 0.00133535 -0.00155521 -0.000665008 -0.00151493 -0.00270486 -0.00213409 -0.0382121 0.00851572 -0.00157674 -0.00138984 0.0116525 0.0120643
internal_weight=4603.02 1699.89 1367.37 975.462 953.329 929.771 883.24 2903.13 22.1332 391.904 2801.49 2790.16 146.273 332.528
internal_count=166803 55935 50628 42701 41251 40405 39828 110868 1450 7927 107747 107381 2887 5307
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=15
num_cat=0
split_feature=11 32 21 38 45 0 20 39 10 15 16 17 57 66
split_gain=13.4626 14.194 12.9706 12.1625 11.4177 11.8114 14.9875 10.4103 9.96557 10.2658 8.79779 9.69102 10.916 8.74909
threshold=1.5000000000000002 0.093321070920179452 0.31414473684210531 30.500000000000004 1.0000000180025095e-35 24.500000000000004 0.01526806526806527 2.5000000000000004 0.00085383485804812348 2.8768572508531869 0.42927030474674455 0.1623310810810811 21.500000000000004 3.1121825093970821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 10
left_child=3 2 8 4 5 10 -7 -6 9 -2 -1 12 -12 -10
right_child=1 -3 -4 -5 7 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.010454925272076671 -0.024711726086324656 0.034913553817657872 0.0046840532419079499 -0.078586552222968328 0.0094188570036544388 -0.068673490879769372 -0.0052486746923241373 -0.04756023936502906 -0.0041831964947000198 0.017472919477455821 -0.0093796230460432804 -0.045565061042347907 0.046490828803783128 0.0020533626252907189
leaf_weight=116.31608296786771 89.033781920061301 25.856515990744811 671.70735206063546 3.3088832987050401 725.94838757986872 13.639901236608692 26.113524361266172 7.1299783556287357 2020.8588351923136 16.430266642280912 74.066522112261737 14.89482832723297 8.8984146635048074 778.33537529613386
leaf_count=5238 16700 902 14787 126 15498 663 656 9460 85148 2020 763 381 61 14328
internal_value=0.000118247 -0.00130141 -0.00157292 0.00527826 0.00563867 -0.00348846 -0.0281616 0.00880064 -0.00302097 -0.0180374 0.00120075 -0.00979326 -0.00290491 -0.00244896
internal_weight=4592.54 3602.22 3576.37 990.317 987.008 253.929 39.7534 733.078 2904.66 105.464 214.176 97.8598 82.9649 2799.19
internal_count=166731 133885 132983 32846 32720 7762 1319 24958 118196 18720 6443 1205 824 99476
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=15
num_cat=0
split_feature=32 39 31 24 51 0 3 75 58 21 41 43 66 0
split_gain=10.7462 10.4317 11.0879 10.4182 10.2194 8.5623 8.43599 9.60279 11.6508 9.20353 9.11624 24.1092 14.8392 13.163
threshold=0.05362571352421458 1.5000000000000002 0.27702457493557303 0.11348003765787708 6.0100401799233785 61.500000000000007 1.0000000180025095e-35 5.9801499880778026 0.068469080634995558 0.43303571428571436 1.0000000180025095e-35 3.5000000000000004 2.7682799533558784 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2
left_child=1 2 3 6 -4 -3 7 9 -9 10 11 13 -13 -1
right_child=-2 5 4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.018850557733508827 0.022455136944293019 -0.040935349421964549 0.026384012446971635 0.011361166632409606 -0.034603057795965807 0.031292791095837512 -0.01192427972191093 -0.010420264647680377 0.015104883031134247 0.0079126430825601883 -0.0024378093097825806 0.0093498378931394215 -0.067098990786538776 -0.0165507510950395
leaf_weight=174.21414744737558 51.35595165277482 24.586767349790538 60.875024460139684 178.33830949699041 6.8583147012395775 4.1231345259857326 166.94512800431039 57.803015113328001 187.67984344210709 262.44732633046806 3329.5899891294866 10.096218166872861 15.150855888670774 30.089064400788629
leaf_count=1583 1730 14256 378 2232 67 570 14053 3228 3509 3836 120190 154 241 317
internal_value=-6.68963e-05 -0.000328348 -0.00013249 -0.000442812 0.0197952 -0.0298583 -0.000942566 -0.000488968 0.00907667 -0.00110564 -0.00177267 0.00784375 -0.0373359 0.0135816
internal_weight=4560.15 4508.8 4480.09 4412.35 67.7333 28.7099 4234.02 4067.07 245.483 3821.59 3559.14 229.55 25.2471 204.303
internal_count=166344 164614 149788 149343 445 14826 147111 133058 6737 126321 122485 2295 395 1900
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=15
num_cat=0
split_feature=21 31 71 52 37 20 16 29 32 18 7 46 15 15
split_gain=12.4279 11.0064 10.7314 10.6887 11.0511 10.8655 10.4534 9.9603 9.14803 9.82934 9.57489 12.038 9.88892 12.2063
threshold=0.31414473684210531 0.21860902830137316 5.4049245766661995 0.87509837962962977 0.28313967388571598 0.077677224736048281 0.38154771028501772 0.00059384148582106687 0.075253234889155876 3.0476364595244179 2.0463306187326116 1.0000000180025095e-35 0.77117975970366526 0.790634564757001
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -3 -7 9 10 12 -12 -6 -14
right_child=2 6 -4 4 8 7 -8 -9 -10 -11 11 -13 13 -15
leaf_value=-0.00052384747700606575 0.0034488635161879183 0.0060918577976999556 0.02486795174225797 -0.02768617418171461 0.0001522200072809514 0.014918352405940513 0.045357412885529441 -0.053025076151792638 0.022059962911877978 -1.5926083291827882e-05 -0.043734033838245728 0.017018500540603054 -0.061318577848745739 -0.0086789612182197971
leaf_weight=515.02581387738974 775.96244449468941 78.606231522164308 62.303230711171636 45.393661021658772 375.66235751723252 197.7420393926368 20.758970230701379 4.5838159340783013 34.750047821537009 1218.6760004923308 8.1827764321351406 74.209056045045145 10.152389210008549 1128.4478518361093
leaf_count=14733 15945 654 1423 12593 31250 3759 133 137 1294 27701 309 894 712 54894
internal_value=-0.000426589 -0.0016685 0.00506855 -0.00212167 -0.00347521 0.0033389 0.0146652 0.0131258 -0.00308002 -0.00339805 -0.00597789 0.0105328 -0.0068826 -0.00920172
internal_weight=4550.46 3712.19 838.266 3612.83 2895.47 717.352 99.3652 202.326 2850.08 2815.33 1596.65 82.3918 1514.26 1138.6
internal_count=166431 149063 17368 148276 129647 18629 787 3896 117054 115760 88059 1203 86856 55606
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=15
num_cat=0
split_feature=64 72 71 30 43 60 57 21 17 51 45 43 52 51
split_gain=12.4134 17.17 15.6261 11.4597 10.5849 8.96174 8.38911 8.04859 9.19766 7.78947 9.54397 7.93493 12.8835 14.1914
threshold=1.8688348091416842 1.0000000180025095e-35 6.9674381702079344 0.086290155217743456 3.5000000000000004 0.007744888427055399 2.5000000000000004 0.51470588235294124 0.10948202054794522 1.4978661367769956 3.5000000000000004 5.5000000000000009 6.5757407407407422 3.6505739029280164
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 10 2
left_child=3 2 5 9 -3 -2 -4 -7 -9 10 -1 -11 13 -13
right_child=1 4 6 -5 -6 7 -8 8 -10 11 -12 12 -14 -15
leaf_value=-0.015059638759590502 -0.035930266591945113 0.021705057134687768 -0.068801934165634529 -0.025823780543676841 -0.010626774732599585 0.0014214865331680301 -0.016055338990721695 0.025485150421136034 -0.029129365752160127 -0.002166991798033873 0.001438037270502226 0.033772424284921797 -0.0015451324284847542 -0.02486027556363947
leaf_weight=231.60177920950082 14.733535754528928 160.92689508473268 8.8886210772179748 52.50939417085101 29.377994268535986 2264.3716198358406 36.128840948695142 60.05979903327534 7.9755692604230708 1347.1108757340953 140.42771022714442 64.002598712424515 121.76593881426379 11.514622093760407
leaf_count=12582 3784 2484 146 1833 749 69824 2611 578 240 59081 6137 1212 4529 348
internal_value=-9.51172e-06 0.00227017 0.00111697 -0.00299918 0.0166844 0.00168199 -0.0277389 0.00193488 0.0187537 -0.00236066 -0.0088452 -0.000793879 0.0085458 0.0246242
internal_weight=4551.4 2582.46 2392.16 1968.93 190.305 2347.14 45.0175 2332.41 68.0354 1916.42 372.029 1544.39 197.283 75.5172
internal_count=166138 80416 77183 85722 3233 74426 2757 70642 818 83889 18719 65170 6089 1560
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=15
num_cat=0
split_feature=32 20 12 40 50 51 18 52 35 51 51 57 31 35
split_gain=12.4959 12.6673 10.7808 13.146 14.6739 15.1134 14.0279 14.0408 11.6814 9.9677 12.8508 9.03006 8.99282 9.20079
threshold=0.093321070920179452 0.031009615384615389 1.5000000000000002 1.0000000180025095e-35 54.500000000000007 4.1510089048756029 3.2310499509878241 825.74211226851855 1.5000000000000002 5.763621242782512 5.9864488487885277 23.500000000000004 0.050531270194272247 2.5000000000000004
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=1 9 11 4 5 6 7 -4 -8 12 -11 -3 -1 -14
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.003667963554664123 0.024705686840214482 0.0059924977209101409 -0.0066505998433381832 0.0097530880312568617 -0.078443022576396931 0.008795240348277323 -0.018628134320955291 -0.046451254720058066 0.0047775234505252331 -0.040818384076397297 -0.0072793755328730532 0.027429193097410428 -0.0034534526249409428 0.018385826785567976
leaf_weight=1660.1827457333466 48.580554183528875 454.50824482404278 774.1110126028434 302.86347350289361 5.1810599603340952 304.9088156113794 58.34420294710435 21.85192362529051 524.11265103705227 37.429649449622957 113.63817893482337 54.254481959585974 93.597305375471478 97.906894059618935
leaf_count=87177 1635 9472 28090 9456 271 6875 3140 1744 7217 1855 4573 2925 1037 926
internal_value=-0.000258816 -0.000533577 0.00183969 0.000178732 -0.00154335 -0.00126023 -0.00348928 -0.00780018 0.00240509 -0.00349568 -0.015803 0.00832783 -0.00248361 0.00774943
internal_weight=4551.47 4502.89 2500.14 1991.37 1688.51 1683.33 1378.42 795.963 582.457 2002.75 151.068 508.763 1851.69 191.504
internal_count=166393 164758 69190 56793 47337 47066 40191 29834 10357 95568 6428 12397 89140 1963
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=15
num_cat=0
split_feature=31 32 40 52 45 37 44 50 37 0 10 43 45 29
split_gain=12.8057 11.5577 10.2537 13.0672 12.4414 12.4725 12.1209 13.4589 13.4556 14.168 20.9111 12.9644 12.548 11.033
threshold=0.13157756777065635 0.16044718663864152 1.0000000180025095e-35 0.87509837962962977 1.0000000180025095e-35 0.19996234691221351 69.500000000000014 3.5000000000000004 36.929109374649009 8.5000000000000018 0.043238772563223615 6.5000000000000009 2.5000000000000004 0.0040330657730790372
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 10 12 -12 -9 -11
right_child=-2 -3 -4 4 5 6 -8 8 -10 13 11 -13 -14 -15
leaf_value=0.0040848709970344793 0.012151547226707153 0.02461250732647003 0.0052127301295761099 -0.0099066008687544831 -0.045716293135138926 0.00092591222468112243 0.017076465865588478 0.012886227185941247 0.0014402023332400473 -0.0025046851695724442 -0.033340714897798419 0.044486135370745104 -0.018444441737773376 -0.05676523814022652
leaf_weight=710.43366003123447 198.53259635518771 43.277729798384826 564.18617685965728 597.06373263528167 15.101511305336315 1377.6482312820999 83.206344320416974 59.118031561622047 325.68678892875323 327.20533869984502 159.5468766836857 4.7028467215131959 67.291163015870552 8.6496027759276313
leaf_count=17908 1853 1543 19027 28922 5961 51297 2207 4938 3965 16489 4995 58 6720 468
internal_value=-0.000234004 -0.000802839 -0.00106431 -0.00201345 -0.00344644 -0.00185452 -0.0015612 -0.00223385 -0.00680158 -0.0110814 -0.0191455 -0.0308566 -0.00380583 -0.00406648
internal_weight=4541.65 4343.12 4299.84 3735.65 3025.22 2428.16 2413.06 2329.85 952.201 626.514 290.659 164.25 126.409 335.855
internal_count=166351 164498 162955 143928 126020 97098 91137 88930 37633 33668 16711 5053 11658 16957
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=15
num_cat=0
split_feature=31 18 7 10 70 66 66 71 45 15 44 8 43 47
split_gain=10.7802 10.7668 10.0318 10.0691 9.58898 8.69692 8.6647 10.6015 8.59102 10.3757 9.65476 9.90732 9.2068 8.55272
threshold=0.0077864462928444325 2.9342342632976885 1.1993164075452662 0.0026854040819630589 1.0000000180025095e-35 1.9377217447323238 3.6588374665025154 4.4829865921051741 2.5000000000000004 2.3799664059090366 1.0000000180025095e-35 0.97629789905370179 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 10 10 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2 8 -8 9 10 11 12 -4 -12
right_child=5 2 6 -5 -6 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.0014741576802506449 0.00041359464202841441 -0.010205124397442179 0.045028049743738807 0.0068288818809207012 -0.0060295911979661877 0.013049042641747846 -0.0018381706448741696 0.018495615591396977 0.0002917552829360183 -0.0048007141431493858 -0.018005034749586209 0.030313025834560609 -0.069195672463089011 -0.053693612470729825
leaf_weight=659.90139836928847 264.56240425136639 94.439521370861257 1.6697405679151422 964.33407508167966 1197.1843332362278 279.79322353618045 158.44318411051063 106.4739172628033 492.26276731200051 260.44111638097093 42.537427086383104 13.398746998282149 5.2393513611168601 28.615528983180411
leaf_count=41708 3039 9869 29 27173 67296 3283 1727 1132 6638 3387 548 115 148 456
internal_value=0.000323003 -0.000570723 0.00182243 0.0053013 -0.00336383 0.0069201 -0.00150042 0.00637309 -0.00397592 -0.00992971 -0.024325 0.00586388 -0.0393879 -0.0329031
internal_weight=4569.3 4024.94 2167.86 1058.77 1857.09 544.356 1109.08 264.917 844.165 351.902 91.4608 20.3078 6.90909 71.153
internal_count=166548 160226 51222 37042 109004 6322 14180 2859 11321 4683 1296 292 177 1004
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=15
num_cat=0
split_feature=31 37 21 51 52 75 45 66 10 35 21 5 36 21
split_gain=11.6751 11.404 9.37547 9.85548 9.14006 9.66975 11.8702 10.5897 9.4557 11.842 9.63877 9.16028 9.06251 8.69685
threshold=0.094618385738158811 4.7985601844501824 0.063660925363053025 4.3241107269113215 137.1634027777778 4.816232960488728 3.5000000000000004 2.2763391120913274 0.019278449469883153 20.500000000000004 0.63961038961038974 13.500000000000002 1.0000000180025095e-35 0.22474747474747478
decision_type=2 2 2 2 8 2 2 10 2 2 2 2 2 2
left_child=2 12 -1 4 -4 6 8 -7 10 11 -6 -10 -2 -8
right_child=1 -3 3 -5 5 7 13 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0041011881392239765 0.004724549144132369 0.017721368963961804 0.0017331274189335726 0.008363002814287512 -0.0038457380693075992 -0.036355093059683929 -0.010104235994014124 0.02556043545405022 0.05533744022930346 0.015202496012047548 0.06502717695430317 -0.021798169087078219 -0.035278885839868955 0.0068321800936974892
leaf_weight=1523.9910800078915 50.149582486308645 162.99605997288018 1646.268349949245 369.83819359049812 133.29482852632282 7.2737425899831569 116.66687798818384 43.334740319376579 2.9840978262946001 24.684055245306809 4.2800823806319377 243.6894175627458 18.625446523423307 212.03945380567893
leaf_count=81852 512 1423 40462 10311 11164 612 6408 686 79 332 28 6422 289 5878
internal_value=-0.000359441 0.0105491 -0.000945866 0.000769705 -0.000386787 -0.00481085 -0.00626744 0.0161296 -0.0119433 -0.0173406 -0.00124924 -0.0206454 -0.00645941 0.000808568
internal_weight=4560.12 231.771 4328.34 2804.35 2434.52 788.247 737.639 50.6085 408.932 271.358 137.575 246.674 68.775 328.706
internal_count=166458 2224 164234 82382 72071 31609 30311 1298 18025 6833 11192 6501 801 12286
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=15
num_cat=0
split_feature=52 49 45 51 50 4 50 30 58 48 21 23 23 18
split_gain=10.3846 14.0092 13.7382 12.0651 9.21563 8.66909 8.55598 8.51741 8.75226 7.90562 10.9687 8.10347 17.2539 7.86483
threshold=1.0287673611111112 9.5000000000000018 10.500000000000002 2.4414009612931857 50.500000000000007 201.50000000000003 18.500000000000004 0.086290155217743456 0.91947937892784259 1.0000000180025095e-35 0.5590277777777779 0.22017839887498949 0.49041630560342625 4.1199478721292317
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 9 -1 -3 -5 -9 10 -2 -11 13 -13
right_child=1 2 -4 7 -6 -7 -8 8 -10 11 -12 12 -14 -15
leaf_value=0.0058403707227894187 -0.005785656713946926 -0.027822764463511403 0.010176513460376265 0.003127913261934514 -0.067037450506566496 -0.021391845163094062 -0.0060803552768125199 -0.008356281330331743 -0.066747247712594521 0.008858595013310086 0.017035346418587238 -0.089761543439954572 0.00034093709294933728 0.0076519482063868664
leaf_weight=877.97133842727999 1242.9361696536944 110.42243490437977 50.864734072434658 1756.5023766031045 4.6677941393500069 29.264790715824347 77.351772618094401 34.655171291946317 6.9886875608935943 223.73189520809683 54.029402970118099 7.7582256569294241 57.208705771685345 2.5196465644985437
leaf_count=20890 64103 6491 1984 59323 542 918 4186 1152 95 4632 945 206 558 17
internal_value=0.000157673 -0.00103855 -0.012722 -0.000212829 -0.00338053 0.00493935 -0.0189458 0.00259353 -0.0194909 -0.00315137 -0.00482258 0.00428253 -0.0107959 -0.0673194
internal_weight=4536.87 3629.64 238.639 3391 1592.85 907.236 187.774 1798.15 41.6439 1588.18 1296.97 291.218 67.4866 10.2779
internal_count=166042 144234 12661 131573 71003 21808 10677 60570 1247 70461 65048 5413 781 223
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=15
num_cat=0
split_feature=58 75 49 75 31 30 18 51 21 71 43 50 26 17
split_gain=9.38907 8.37518 12.4673 10.7847 10.3704 8.78842 8.60892 8.24233 8.40873 7.56127 11.1972 11.1305 7.44361 7.61799
threshold=0.0050803224547284328 6.1323122662398957 9.5000000000000018 7.8456116163694558 0.25857145811901389 1.2018179583961563 2.9511765086925306 5.2958110956362647 0.02409988385598142 6.3323907390166916 2.5000000000000004 1.5000000000000002 2.4393897130378308 0.56458333333333344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 6 12 -6 -9 10 -3 -12 -2 -14
right_child=1 3 -4 -5 7 -7 -8 8 -10 -11 11 -13 13 -15
leaf_value=-0.015233092587232815 -0.002881673746249533 0.00078094894061183555 -0.011274437632135091 -0.02525288692784379 0.029933572433908026 -0.081727234798388532 0.0022514630246223168 -0.040934575756624084 0.02976762505290367 0.030370155753446256 -0.051957789086007927 0.032059273923210008 0.029946098237760222 -0.038441601747664166
leaf_weight=102.12042875942279 1896.7510223526788 167.84894612903736 253.11895962035851 21.248485157702817 48.510344680573326 2.3010854652384287 1929.1175233238246 8.921471201349048 6.3740985189797348 41.582634393125772 3.3611168188363072 53.543061020609457 28.572794658597559 3.8451446254621251
leaf_count=14572 88839 4111 12203 737 342 68 42407 70 33 1372 139 1059 267 103
internal_value=-0.000317142 2.73322e-05 -0.000541631 0.00826546 0.000153318 -0.000179606 -0.000109807 0.0199889 -0.0114523 0.011024 0.00732605 0.0262851 -0.00247096 0.0209269
internal_weight=4567.22 4465.1 4177.51 287.584 3924.39 3860.59 3858.29 63.8059 15.2956 266.336 224.753 56.9042 1929.17 32.4179
internal_count=166322 151750 144332 7418 132129 131684 131616 445 103 6681 5309 1198 89209 370
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=15
num_cat=0
split_feature=31 21 51 18 51 15 68 29 47 21 15 52 76 62
split_gain=11.9395 12.1188 11.6866 13.078 10.5803 10.4599 10.1534 9.48792 8.63365 10.5063 9.25381 8.25177 11.0856 9.4767
threshold=0.27980699783120772 0.31414473684210531 3.1567740231385479 2.3712539028916795 4.8481086751891054 14.330012078955653 1.0000000180025095e-35 0.071574914011697327 4.5000000000000009 0.5590277777777779 0.59876859054775455 2.9584143518518524 30.500000000000004 0.50500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2
left_child=1 7 3 -3 -2 8 -6 11 9 10 -5 12 13 -1
right_child=4 2 -4 5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0026728384040520612 0.034489685365181849 0.025963610282459804 0.016544372196761619 0.032688649657143402 -0.024067330965021845 0.027474066313621266 0.048569934439281398 -0.045256519001085529 0.0027345047185880485 0.016066976305675842 -0.017969940114534677 -0.0029781047755530906 -0.028245686662477267 0.035698326081078181
leaf_weight=862.15668422131057 44.693436528847087 51.053021153442387 171.52018870392931 8.658217847820195 18.478384076152 31.426795446546748 5.4019235630985341 11.483711534412576 375.82625737186027 31.278471475663537 157.55837689783948 2697.0567825943735 27.373723367811181 21.294564495095983
leaf_count=23659 354 1601 3067 253 121 390 66 247 7712 436 3811 123722 568 146
internal_value=-0.000170128 -0.000491591 0.00496438 0.00191513 0.0203827 -0.000154559 -0.00634444 -0.00173975 -0.00171423 -0.0101511 -0.0151514 -0.00158874 0.00252408 0.00350834
internal_weight=4515.26 4446.69 827.321 655.801 68.5737 604.748 23.8803 3619.37 573.321 197.495 166.217 3607.88 910.825 883.451
internal_count=166153 165612 17270 14203 541 12602 187 148342 12212 4500 4064 148095 24373 23805
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=15
num_cat=0
split_feature=31 32 39 21 49 29 49 52 18 26 45 9 45 50
split_gain=10.8374 10.7481 11.838 11.6178 10.5848 8.60384 8.50579 8.42091 8.90445 10.8098 9.79615 8.93661 8.47344 7.98009
threshold=0.21770818399969796 0.093321070920179452 1.5000000000000002 0.048003072196620589 12.500000000000002 0.072331702109337564 30.500000000000004 143.0462152777778 3.0028516849124784 0.40737370183769467 9.5000000000000018 13.500000000000002 8.5000000000000018 58.500000000000007
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=1 2 3 13 -2 7 -6 -5 11 10 -10 -9 -11 -1
right_child=4 -3 -4 5 6 -7 -8 8 9 12 -12 -13 -14 -15
leaf_value=-0.0032975468891887644 0.017129037918673869 0.023463190425541073 -0.034889338232677578 0.0033746096761823837 -0.080898623233365816 -0.060115957892947131 0.027108302854486174 -0.0096356651491068673 0.0182669085624237 -0.0056187087002252598 -0.037855931786855812 0.031046046599828653 0.016522443165428988 -0.02446837921810727
leaf_weight=1316.7548578748865 132.55416328879073 46.738512375275604 23.726086724574088 2107.9572741184311 4.1367265237495294 4.6446035914705126 2.2060398291796446 369.28495990478768 117.19057557592896 299.5894682208309 7.4004015872269511 13.05349699083308 49.482892567466479 45.106052059178182
leaf_count=61470 1100 1599 14628 52294 75 156 40 19555 5390 4581 690 1243 563 2897
internal_value=0.000302813 -0.000132667 -0.000391277 -0.000194255 0.0140032 0.00155983 -0.0447575 0.00167672 -0.00250348 0.00207757 0.0146585 -0.00816938 -0.00244185 -0.00401618
internal_weight=4539.83 4400.93 4354.19 4330.46 138.897 2968.6 6.34277 2963.96 856.002 473.663 124.591 382.338 349.072 1361.86
internal_count=166281 165066 163467 148839 1215 84472 115 84316 32022 11224 6080 20798 5144 64367
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=15
num_cat=0
split_feature=8 64 70 72 10 10 43 73 17 38 20 43 52 45
split_gain=9.5023 8.69804 12.8385 16.6807 11.9802 9.52979 8.30346 10.5357 8.03718 14.4716 7.41262 19.6118 10.2932 14.8495
threshold=0.0082946434867747203 5.0336952619030333 1.0000000180025095e-35 1.0000000180025095e-35 0.7254261955930198 0.011104496534054155 1.5000000000000002 1.0000000180025095e-35 0.045804195804195813 20.500000000000004 0.26201372997711675 5.5000000000000009 73.005584490740759 13.500000000000002
decision_type=2 8 2 2 2 2 2 2 2 2 2 2 8 2
left_child=-1 2 -2 -4 6 -5 7 -3 9 -7 12 -12 13 -8
right_child=1 4 3 5 -6 8 10 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.027795058485765956 0.0023598879741585912 0.0072580989353818364 -0.0061718211769196535 -0.030717266056986239 0.021932967907933906 -0.014221884470267572 0.0044244789499729891 0.042095181168617379 0.03664711255980381 0.021260331786181294 0.012202084842646461 -0.068631449565369484 -0.0071901362464053906 -0.038560841304627697
leaf_weight=28.678662543177779 1411.9794429342655 267.3440444745429 1318.3909118209813 11.912475382749106 82.830243580385286 44.684310654294677 607.96276964613935 22.712252040932071 30.538863267029228 76.848240517254453 203.47492306597269 6.8036617253092109 406.64596727576281 19.782220796361798
leaf_count=9395 53198 14524 60174 1225 770 501 8583 273 968 576 2515 144 12778 606
internal_value=0.000404463 0.000589825 -0.00105135 -0.0043 0.00352528 0.0106952 0.00251817 0.0101212 0.0141187 0.00820486 0.000739664 0.00927422 -0.00100258 0.0030107
internal_weight=4540.59 4511.91 2894.35 1482.37 1617.56 163.984 1534.73 290.056 152.071 121.533 1244.67 210.279 1034.39 627.745
internal_count=166230 156835 116642 63444 40193 3270 39423 14797 2045 1077 24626 2659 21967 9189
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=15
num_cat=0
split_feature=24 62 31 10 18 34 32 52 44 40 50 0 20 11
split_gain=9.51508 8.77989 8.91604 9.02112 10.0775 15.6305 10.9279 10.589 10.167 9.05295 13.3046 13.2355 12.1847 10.6892
threshold=0.11348003765787708 0.57184271247461915 0.14115740603988577 0.00085383485804812348 1.989665237843705 0.001716950550266521 0.16539416135829432 47.147366898148157 18.500000000000004 1.0000000180025095e-35 54.500000000000007 9.5000000000000018 0.31009615384615391 3.5000000000000004
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 8 -5 10 13 -12 -11 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 12 11 -13 -14 -15
leaf_value=-0.010330298536069727 0.011040615573061269 0.022406049615983869 0.0098209667949042418 -0.018963492122720318 0.0026388878668500006 0.014395645246717714 0.035065798531918241 -0.044088454397753385 0.020602718613831957 0.0022541632697935699 -0.058986792856226961 -0.0041981395271381101 0.02288378610727446 -0.0033043232181993163
leaf_weight=259.8307948401648 181.00128671340644 39.982963482936611 186.40578023044509 92.731772019873461 1260.5224814941935 42.565221404736803 20.902745608065743 33.457653106815997 18.77525478307507 384.2910578788651 18.740441703936085 25.33916718151886 87.039471326686908 1889.2166077878501
leaf_count=31978 2280 301 1746 6873 42084 2379 816 3634 1039 11555 1336 1212 1307 57797
internal_value=-0.000160514 -0.000627965 -0.000846297 -0.00132962 -0.000723366 -0.0119986 -0.000146634 -0.0197941 -0.0121775 -0.000356965 -0.00131208 -0.0282833 0.00610417 -0.000925773
internal_weight=4540.8 4359.8 4319.82 4133.41 3873.58 187.53 3686.05 144.965 111.507 3665.15 3193.82 44.0796 471.331 3149.74
internal_count=166337 164057 163756 162010 130032 13925 116107 11546 7912 115291 102429 2548 12862 99881
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=15
num_cat=0
split_feature=60 45 20 73 52 30 71 50 75 23 43 75 26 18
split_gain=8.55506 8.05227 11.1903 16.2934 10.8759 13.2682 12.9127 11.5388 10.237 10.4461 9.576 12.7962 12.262 13.4197
threshold=0.007744888427055399 3.5000000000000004 0.22649572649572652 1.0000000180025095e-35 64.95576388888891 0.14564418699305481 6.3323907390166916 15.500000000000002 0.89587973461402759 0.50500000000000012 2.5000000000000004 5.0657496176235997 0.61221928550666804 2.5649413173744451
decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 10 -2 9 -9 12 -12 -6 -14
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 -15
leaf_value=-0.027928241290455021 0.0027654131492677852 -0.0014063140019259012 0.010206937861934185 0.015823207773341248 0.0073346115853425058 -0.056361761872802146 0.018297998958902644 -0.063572845703284808 -0.0056222043763321005 0.040280103325509867 -0.011990717013958948 0.020198129970261849 -0.049982032987166879 -0.0051289456212697294
leaf_weight=26.400132884964478 1415.9712485905038 1181.7087545078775 390.40411445813515 154.2264406576578 219.19527876774373 11.774457301627988 54.951667251327308 12.79395100104375 311.82592095111613 2.2210765071213237 566.78042160796758 31.763999470851559 18.828309379339771 106.86949489985091
leaf_count=8837 37294 51599 6953 2531 13286 517 3263 658 12367 7 25997 778 916 1517
internal_value=-7.46652e-05 9.56948e-05 0.00277187 0.000593088 -0.00158288 -0.00570806 -0.00505488 0.000810044 -0.00764379 -0.0466546 -0.00643303 -0.0102517 0.000204488 -0.012189
internal_weight=4505.72 4479.32 1726.34 1335.94 2752.98 1010.16 998.389 1742.81 326.841 15.015 943.438 598.544 344.893 125.698
internal_count=166520 157683 61083 54130 96600 46274 45757 50326 13032 665 42494 26775 15719 2433
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=15
num_cat=0
split_feature=24 34 43 39 38 8 10 51 4 66 9 28 38 66
split_gain=9.69015 10.5418 9.38974 7.97478 8.13342 10.4549 7.60628 7.78878 7.33564 10.9992 8.31529 8.55396 7.25127 9.95188
threshold=0.11348003765787708 0.019417079603887191 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 0.27603206797007157 0.031570738865922467 3.4175922930736511 95.500000000000014 2.4761960640485308 3.5000000000000004 0.15291716476789763 7.5000000000000009 2.7621541871261108
decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 10
left_child=1 2 3 4 -1 -6 -7 -8 9 -3 -10 12 -12 -14
right_child=-2 8 -4 -5 5 6 7 -9 10 -11 11 -13 13 -15
leaf_value=0.028028233715857422 0.0111092624917418 -0.04235031165115203 -0.0016519724458413289 -0.044272398237050828 -0.053053167972380633 0.058611421710516309 0.023397928644162336 -0.030401427690939026 0.022369671053314801 0.0066398998362611032 0.022813472802957178 -0.037013972416041444 -0.061318744922882744 0.028848362400298939
leaf_weight=60.286333049268706 180.35387632760103 14.002945291584181 4018.2617390568303 4.7076419960726517 6.8614402160892487 5.7145680561661747 13.711669390700992 11.39796885329997 117.26462779898429 47.66334722560714 28.281493606555159 11.968832427082814 6.163155328074934 4.5424830741831101
leaf_count=1873 2263 787 146782 8966 418 68 227 255 2049 884 1231 468 331 127
internal_value=-0.000214961 -0.000686826 -0.00126903 0.0135884 0.0167879 -0.00145318 0.0113391 -0.00125216 0.00971004 -0.0049829 0.0150938 -0.0017584 0.00971984 -0.0238641
internal_weight=4531.18 4350.83 4120.94 102.68 97.972 37.6856 30.8242 25.1096 229.887 61.6663 168.221 50.956 38.9871 10.7056
internal_count=166729 164466 158589 11807 2841 968 550 482 5877 1671 4206 2157 1689 458
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=15
num_cat=0
split_feature=31 48 8 14 31 10 4 35 47 58 52 51 66 0
split_gain=7.34893 8.79425 10.0865 12.8672 11.3869 11.2972 10.623 13.6616 8.62178 8.90401 8.22601 12.9026 9.41639 7.98305
threshold=0.21860902830137316 1.0000000180025095e-35 0.70517761753761576 0.66239522432708109 0.040737124941049051 0.14560906475271188 138.50000000000003 2.5000000000000004 13.500000000000002 0.69772959702558024 0.53882523148148154 6.1559185398009868 2.1080543658063049 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 8 2 10 2
left_child=1 -1 3 13 5 -5 7 -7 10 -10 12 -12 -4 -3
right_child=-2 2 8 4 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.0019966892362613281 0.012777649249183665 -0.0087131740183677125 -0.03931608668105821 0.024122818090604639 -0.040938190785481388 -0.046240151753964058 0.026785131031905225 0.012245130131946707 -0.00098248138497505108 0.019323026071917552 -0.0063368787711071076 -0.065872651497086973 0.013249271769422333 0.0096219665034757117
leaf_weight=3218.2840738634804 103.55077030876419 122.74043901826371 8.4355532058980298 188.48851355927764 7.5093295378610483 18.487755740352441 21.254000874061603 19.803814386134036 131.44981112889946 90.508360419422388 380.80705611893791 8.3405267142225039 89.51602995878784 113.1146051370888
leaf_count=140194 819 5924 152 4087 109 443 329 319 1834 695 4862 232 911 5403
internal_value=-0.000324581 -0.000634446 0.00301619 0.0085138 0.0162637 0.0181529 -0.000830697 -0.0164506 -0.000800441 0.00734707 -0.00452049 -0.00777847 0.00837079 8.37429e-05
internal_weight=4522.29 4418.74 1200.46 491.398 255.543 248.034 59.5456 38.2916 709.057 221.958 487.099 389.148 97.9516 235.855
internal_count=166313 165494 25300 16614 5287 5178 1091 762 8686 2529 6157 5094 1063 11327
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=15
num_cat=0
split_feature=52 40 64 8 37 75 66 72 74 66 27 47 47 35
split_gain=8.49488 11.2893 11.6184 10.8331 10.3584 9.5547 12.3547 11.396 13.2278 10.766 9.7596 15.4902 13.1942 9.67629
threshold=0.87509837962962977 1.0000000180025095e-35 3.5972184255501678 0.059830960780076138 76.407470043302339 1.4978661367769956 3.2768304282940277 1.0000000180025095e-35 0.043484866988841443 3.6588374665025154 0.00044139257092075829 3.5000000000000004 3.5000000000000004 4.5000000000000009
decision_type=8 2 8 2 2 2 10 2 2 10 2 2 2 2
left_child=-1 2 3 -2 -4 6 -5 9 13 -7 11 -8 -12 -9
right_child=1 -3 4 5 -6 7 10 8 -10 -11 12 -13 -14 -15
leaf_value=0.0044589187926301517 -0.026623270590553767 0.0059187068935676254 0.00064230440837331976 0.0062174992823845867 0.028362000948160177 -0.009545393146539044 -0.055969813225100251 0.01086299659073801 0.029623139401592953 0.0097953227441048771 0.037654844582992064 -0.0070157906540332209 -0.025614932076897995 -0.017832044253615374
leaf_weight=865.53036838585103 54.163916760375287 499.62461990122392 1300.3831107521055 370.43167133753377 33.600701406248845 1023.4612150385219 23.187475027283654 61.364498552167788 42.534105878221453 76.595435056195129 17.620681394531861 49.73920595391246 13.857073939463588 54.57631118275458
leaf_count=20698 17833 17299 43579 18639 285 42276 610 1219 389 1165 172 1158 257 651
internal_value=1.1784e-05 -0.00105211 -0.00216939 -0.00480349 0.00136124 -0.00410671 0.00193392 -0.00638552 0.00612035 -0.00819105 -0.0131792 -0.0231276 0.00987125 -0.00268148
internal_weight=4486.67 3621.14 3121.52 1787.53 1333.98 1733.37 474.836 1258.53 158.475 1100.06 104.404 72.9267 31.4778 115.941
internal_count=166230 145532 128233 84369 43864 66536 20836 45700 2259 43441 2197 1768 429 1870
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=15
num_cat=0
split_feature=15 44 52 11 62 9 64 10 10 40 10 51 12 51
split_gain=8.04318 8.32743 8.17009 11.3388 8.90381 11.3775 8.52864 12.1171 8.82248 8.73573 9.39245 8.91379 8.26232 8.24208
threshold=15.670718608550526 2015.5000000000002 8.423310185185187 30.500000000000004 0.50500000000000012 1.0000000180025095e-35 5.772996334337213 0.82475803157490868 0.00027692178713107095 1.0000000180025095e-35 0.024314570992578711 4.886575525404063 33.500000000000007 3.3842466058243152
decision_type=2 2 8 2 2 2 8 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 13 -4 -10 -11 -12 -5 -8
right_child=-2 -3 6 12 5 -7 7 -9 9 10 11 -13 -14 -15
leaf_value=0.00316459590113845 0.011331125462775657 -0.063614353344753169 -0.02320677444249436 -0.063975542811615077 0.043380930645758875 -0.023890540953848165 -0.00096859300443699094 0.030378024266536897 -0.0042003469081063989 0.018105634619108347 -0.0065030711888615887 0.02615710987467329 0.011347408338490246 0.010084766716502415
leaf_weight=1409.3255545723841 167.71279034847976 4.1055748153012237 53.316322947128356 9.6683270188805164 26.90425935696112 7.4076593434438101 837.8947633281432 35.98130899888929 1500.9820957439206 95.474011611535389 137.9581863751082 23.591212765662931 5.1236660087743067 210.10794687669113
leaf_count=37863 2341 124 10403 287 163 75 31995 323 68230 7370 3068 437 116 3406
internal_value=0.000619334 0.000204583 0.000279358 0.00332989 0.00378833 0.0285923 -0.00125788 0.00224874 -0.0033565 -0.00274163 0.00576034 -0.0016021 -0.0388187 0.00125493
internal_weight=4525.55 4357.84 4353.74 1458.43 1443.64 34.3119 2895.31 1083.98 1811.32 1758.01 257.023 161.549 14.792 1048
internal_count=166201 163860 163736 38504 38101 238 125232 35724 89508 79105 10875 3505 403 35401
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=15
num_cat=0
split_feature=24 8 31 66 40 66 32 45 62 71 36 10 37 9
split_gain=8.33694 6.91638 6.12006 9.52282 7.43334 11.141 10.7104 8.74723 11.3164 7.90538 7.61744 7.40477 7.58027 9.19623
threshold=0.11348003765787708 0.007744888427055399 0.0077864462928444325 1.9377217447323238 1.0000000180025095e-35 1.9646170652446093 0.15550073834616265 1.0000000180025095e-35 0.57184271247461915 7.2037774065595181 1.0000000180025095e-35 0.010848960122505273 0.56299056856377627 6.5000000000000009
decision_type=2 2 2 10 2 10 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 10 7 9 -9 -3 -6 -7 -13 -14
right_child=-2 2 3 -5 5 11 -8 8 -10 -11 -12 12 13 -15
leaf_value=-0.025755571923798484 0.010884644763196588 -0.0063033361417622396 -0.0019893915047588372 0.011610936193598861 -0.045329689788741495 0.018031379386302348 0.027887956495320856 -0.0010293099872563641 0.030024523181644516 -0.045078673964146623 -0.0046896317584980453 0.050210063667595728 0.0057853095551764835 -0.018783470286911859
leaf_weight=25.553382663973025 171.77259732983657 653.45359091665568 251.5761387340317 261.99856626613473 14.641085652227046 122.01263871259289 29.283312825311441 2569.6407851354611 28.676173741579987 12.448967997093858 44.94907821457673 7.4689250712253843 262.65078073207405 43.530121815449093
leaf_count=8839 2258 29352 2957 3163 1273 7064 1232 100020 209 888 2605 335 4138 1716
internal_value=0.00011412 -0.000315775 -0.000158727 0.00495785 -0.000853417 0.00485175 -0.00171253 -0.00198654 -0.000675167 -0.00709474 -0.0152581 0.00763103 0.00354075 0.00224256
internal_weight=4499.66 4327.88 4302.33 513.575 3788.76 495.253 3293.5 3264.22 2598.32 665.903 59.5902 435.662 313.65 306.181
internal_count=166049 163791 154952 6120 148832 17131 131701 130469 100229 30240 3878 13253 6189 5854
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=15
num_cat=0
split_feature=31 49 20 75 71 4 58 71 27 50 75 7 27 51
split_gain=10.3863 8.07778 7.31814 8.68743 8.68208 8.59735 10.9833 8.46976 9.56493 11.0827 10.7809 12.5426 9.8904 8.93564
threshold=0.27702457493557303 6.5000000000000009 0.018350168350168353 6.4762025397968879 6.3323907390166916 144.50000000000003 0.12220324105912704 7.1320980310634789 0.067199502177780202 51.500000000000007 3.1984648276080736 1.1319259840933058 0.061803308104378098 5.310736838221497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -4 6 -5 8 12 10 11 -10 -1 -13
right_child=1 -3 4 5 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.005384818425287736 0.023875250191127701 -0.034896571812359008 0.00038469666815990416 -0.035771588230686831 0.012660857169786122 0.027100140554531374 0.016177198491564404 -0.023230669011478831 0.019368766621342723 -0.034092931978174368 -0.0038379711576396677 -0.0048330129997007174 -0.046111141175047367 0.036369033410226667
leaf_weight=1079.5013232294059 63.847775102651212 5.5472078826278439 2414.9476010368926 15.738794173259519 152.164931499261 45.488402143848361 24.988929663493764 53.212392461180571 157.89358174858535 19.744675599686161 288.82858151030086 134.73268111434299 14.137948890580445 13.572398160118608
leaf_count=68341 481 87 68331 1216 4786 1406 548 3450 5015 877 8939 1975 800 146
internal_value=-0.000306304 0.0187482 -0.000609984 -0.00300852 0.00111701 0.0124002 -0.00427402 -0.00376925 -0.00314984 0.00183828 0.00308577 0.00960798 -0.00595295 -0.000844002
internal_weight=4484.35 69.395 4414.95 1847.84 2567.11 86.2161 40.7277 1761.62 1708.41 614.772 595.027 306.199 1093.64 148.305
internal_count=166398 568 165830 92713 73117 3170 1764 89543 86093 16952 16075 7136 69141 2121
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=15
num_cat=0
split_feature=51 16 32 39 1 56 64 43 38 35 34 16 34 10
split_gain=12.6234 12.6841 10.5389 8.78793 8.46881 8.42494 8.39604 8.56715 12.9767 10.3509 8.1414 8.54508 13.5079 11.0766
threshold=2.4414009612931857 0.9216493313673163 0.075253234889155876 1.5000000000000002 16.500000000000004 3.5000000000000004 3.3497501700808394 1.5000000000000002 8.5000000000000018 28.500000000000004 0.14452892857142857 0.87305671581322286 0.0011360952520375037 0.05460875097635029
decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 2
left_child=2 10 3 6 -5 -3 7 8 -1 -9 11 -2 -13 -14
right_child=1 5 -4 4 -6 -7 -8 9 -10 -11 -12 12 13 -15
leaf_value=0.020321237707344984 0.0011161725392965468 0.017492565706292176 0.026561854499110679 -0.041071208672002063 0.052017947267321313 -0.012725393048062902 -0.018654288696871 -0.0044582758391618574 -0.0089084892667198167 0.020413773603950254 0.037408034765717496 -0.0006783624467685518 -0.0084713852180949203 -0.10880526109094756
leaf_weight=92.624385241586424 2368.8856370336835 184.734394361265 27.966990322180209 23.478069063002298 1.8600276684155677 25.606835634913296 85.129139195225434 1511.5713501081191 63.115984624411794 42.044670152419712 14.255404688214183 21.219683264498602 4.911303364671765 5.8287078798748553
leaf_count=2943 85214 1683 1199 14652 266 404 3607 53734 1498 518 361 265 59 119
internal_value=-0.000203183 0.00202484 -0.00336826 -0.00384256 -0.0325221 0.013771 -0.00341971 -0.00265054 0.00849422 -0.00377248 0.000996534 0.00076485 -0.0245193 -0.0675533
internal_weight=4473.23 2625.44 1847.79 1819.82 25.3381 210.341 1794.49 1709.36 155.74 1553.62 2415.1 2400.85 31.9597 10.74
internal_count=166522 88105 78417 77218 14918 2087 62300 58693 4441 54252 86018 85657 443 178
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=15
num_cat=0
split_feature=31 66 66 8 21 51 37 9 57 22 49 48 28 50
split_gain=9.94606 7.09229 9.21626 6.89076 6.01163 9.03478 5.59748 7.44438 6.01088 5.53985 13.063 11.3358 10.7196 9.80395
threshold=0.23324351609204416 2.056832981985357 2.2342053488773463 0.007744888427055399 0.31414473684210531 4.3502571242716384 3.6702694822129955 2.5000000000000004 1.5000000000000002 0.090097402597402607 12.500000000000002 1.0000000180025095e-35 0.26456604237080744 2.5000000000000004
decision_type=2 8 8 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 9 -6 -4 8 -8 10 11 -5 -11 -12
right_child=1 2 6 4 5 -7 7 -9 -10 12 13 -13 -14 -15
leaf_value=-0.026058737727906997 0.054937593490928763 -0.054166198798550891 -0.015828656750351604 -9.0988027796512966e-05 0.0023779890257970286 0.025498450520059685 0.025675707051178359 0.037155260390152198 -0.019154912201820005 -0.0027205188673195629 -0.05691252186311696 0.01018389380141229 -0.054733453383319509 -0.010083153857200367
leaf_weight=24.960481786152741 9.7030790513963421 4.0946640679612747 11.229477069224229 1240.3022089048045 770.84487719612298 43.72861696020118 13.289610784617254 33.165496367728338 14.694353092112577 1842.8316900615446 11.672399680268425 341.57080730934831 8.9628220941522141 101.90864834682725
leaf_count=8803 91 59 100 57864 16124 791 113 223 166 67359 877 7208 558 5939
internal_value=-4.26828e-05 0.0166807 0.0111801 -0.000374934 -0.000222019 0.0036489 0.0155647 0.0214917 0.0022865 -0.0011117 0.000953105 0.00213268 -0.00300167 -0.0153504
internal_weight=4472.96 86.1767 76.4736 4386.78 4361.82 814.573 72.3789 61.1495 27.984 3547.25 1695.45 1581.87 1851.79 113.581
internal_count=166275 752 661 165523 156720 16915 602 502 279 139805 71888 65072 67917 6816
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=15
num_cat=0
split_feature=30 7 58 45 26 49 50 50 50 0 47 66 0 16
split_gain=7.15753 8.52164 6.78206 6.99276 10.2902 10.8218 9.04811 10.0099 11.267 10.233 9.21813 9.14337 8.92528 12.5659
threshold=0.058738835169910367 1.7586223846561582 0.005719698676321246 1.0000000180025095e-35 2.6896637658527527 20.500000000000004 2.5000000000000004 16.500000000000004 48.500000000000007 8.5000000000000018 18.500000000000004 2.4954519859161208 5.5000000000000009 0.45117963962095581
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2
left_child=2 -2 -1 4 5 6 11 10 -9 -10 -8 -4 13 -13
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 12 -14 -15
leaf_value=-0.011299469923793479 -0.023992849396685442 0.0036274789752081637 -0.021892535314937529 0.0021464511699507871 -0.030476189518114229 -0.038144002421665206 0.0095197240775971095 -0.020548044309165257 -0.023406871924306887 0.034551623225833959 -0.025932134302949595 0.040804161248054992 -0.0063825750589111101 -0.0084450719440880024
leaf_weight=112.30628932890068 62.984835216271676 49.141326842946 76.594423439998991 3368.6187176310605 31.362104688188992 18.981565444897569 346.66184572528437 72.941340955316264 10.803954858005456 20.969303943347768 18.408898199824762 25.02060182806963 266.7108553493913 25.223070758132963
leaf_count=15774 2803 651 4275 112298 430 1315 13050 3954 595 721 754 694 8844 349
internal_value=0.000455509 -0.0119627 0.000775002 0.00109423 -0.00278329 -0.00176556 -0.000922523 0.00375917 -0.00980535 0.014731 0.00766609 -0.00650649 -0.00273118 0.016398
internal_weight=4506.73 112.126 4394.6 4282.3 913.678 882.316 863.334 469.785 104.715 31.7733 365.071 393.549 316.955 50.2437
internal_count=166507 3454 163053 147279 34981 34551 33236 19074 5270 1316 13804 14162 9887 1043
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=15
num_cat=0
split_feature=31 18 32 44 27 52 4 33 0 64 40 61 31 12
split_gain=9.4083 8.11185 9.47284 7.53853 9.65448 7.53709 12.4158 10.5831 10.3814 11.2523 9.45308 10.8229 9.13547 8.98009
threshold=0.27702457493557303 1.9411239503370077 0.10894100717393064 18.500000000000004 0.26893271911419819 0.87509837962962977 201.50000000000003 0.07017902631481765 26.500000000000004 5.8707073513045964 1.0000000180025095e-35 0.55003706817043385 0.047140773976110543 22.500000000000004
decision_type=2 2 2 2 2 8 2 2 2 8 2 2 2 2
left_child=1 3 5 -1 -5 6 7 8 9 10 12 -12 -3 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.010775015789971434 0.01890910189634408 -0.0048305436005357033 0.031122459062648128 0.028688369746384248 -0.044137991091681365 -0.00080934868021239497 -0.030463133657745885 -0.060806142174222803 0.020917679339607687 0.014998767411435654 -0.019413964536524539 0.034402948493235573 0.036514889931047678 -0.036927101158068049
leaf_weight=267.52664452987483 64.523928608628921 370.4815186285382 23.934866362455068 24.034128243041781 4.6303663208673234 3344.7234811784397 23.309040059684776 4.9126667445525518 140.32919296153705 152.82093156060728 11.970107331086181 34.259937498485669 12.865760597866027 6.1530381387565276
leaf_count=18354 557 10625 907 1549 599 126690 677 121 3154 1616 644 510 177 146
internal_value=0.000101565 -0.000177082 0.000397522 -0.00815537 0.0158329 0.000210695 0.00471216 0.00586945 0.00640154 0.00339428 -0.000759228 0.0203524 -0.00335153 0.018254
internal_weight=4486.48 4421.95 4125.76 296.191 28.6645 4101.83 757.102 733.793 728.88 582.398 429.577 46.23 383.347 146.482
internal_count=166326 165769 145267 20502 2148 144360 17670 16993 16872 13572 11956 1154 10802 3300
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=15
num_cat=0
split_feature=39 20 43 68 52 18 20 61 43 51 75 4 51 7
split_gain=9.45101 9.92207 12.9389 8.58875 8.40559 7.56865 8.131 9.98342 7.21007 19.5805 7.09678 7.75973 7.07273 11.3772
threshold=1.0000000180025095e-35 0.29705882352941182 5.5000000000000009 73.500000000000014 735.80771412037041 2.6623133430204686 0.10102040816326532 0.70069557128194704 2.5000000000000004 4.297262267176281 6.1685636116899003 114.50000000000001 5.6436769842906767 0.20481110918962803
decision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 8 -1 -6 -7 -8 12 10 -10 -12 -2 -14
right_child=1 2 -4 -5 5 6 7 -9 9 -11 11 -13 13 -15
leaf_value=-0.0014039568871491821 0.0066800338894842234 0.013491331509713177 -0.069815217358285525 -0.046489239940518678 -0.0601891779147809 0.0059511160458488865 -0.0032432592781470198 -0.071410228046850072 -0.0050182096715693705 0.029109630973446793 -0.037085832288189083 0.048210413881306861 -0.050530014873209378 0.0038877502305229988
leaf_weight=2776.8536716628496 621.7482048290949 252.35261156805063 3.7697893271106286 8.3429931720456789 9.0703444040191226 27.212745240867662 11.739837660221385 9.0595831141108629 631.04482025651669 46.271098876197357 2.6300872313440768 10.951167826075105 13.416852436741463 28.395378065179102
leaf_count=105916 27034 4134 74 946 1761 1773 771 211 21664 994 80 231 384 373
internal_value=-5.73762e-05 0.00298924 0.0119984 0.00128852 -0.00179824 -0.0206242 -0.0120741 -0.0348484 0.0016169 -0.00195715 -0.00422874 0.0302818 0.00533552 -0.0143464
internal_weight=4452.86 1618.92 256.122 1362.8 2833.94 57.0825 48.0122 20.7994 1354.46 690.897 644.626 13.5813 663.56 41.8122
internal_count=166346 55914 4208 51706 110432 4516 2755 982 50760 22969 21975 311 27791 757
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=15
num_cat=0
split_feature=64 64 71 13 34 56 58 43 51 35 34 64 0 37
split_gain=7.45254 7.97498 13.072 10.5147 13.524 8.01343 7.02306 6.94441 11.9636 10.1468 12.3522 9.99927 11.0002 11.7591
threshold=7.5634598609461881 5.0336952619030333 2.0126758453675748 8.5000000000000018 0.0068416127551192514 3.5000000000000004 0.0060509109148355342 2.5000000000000004 3.4175922930736511 1.0000000180025095e-35 0.019417079603887191 6.110357461133523 34.500000000000007 2.2916920449321996
decision_type=10 8 2 2 2 2 2 2 2 2 2 10 2 2
left_child=1 2 -1 7 -5 6 -4 11 9 10 -9 12 -3 -14
right_child=-2 3 5 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.014302610899577406 -0.043134467317807151 0.010110980428409279 -0.019379719441754956 0.022377679898493839 -0.021156089311623761 -0.0066212974785771822 0.0011941977999934674 -0.0163222765871468 0.013264377201918002 0.00050304445320312717 0.021550219046831562 -0.020383026048329665 -0.039991262941415633 0.0024590087135791259
leaf_weight=179.04300974385478 8.8920111885454372 505.11517547219864 41.272503140105982 121.641344347212 20.063236502173822 431.36462494494845 2214.1716600254149 202.43895017914474 121.97183187930204 476.16426054545445 23.210191495774779 33.275625536356529 22.117090037181697 55.077791022396923
leaf_count=7322 284 19107 9014 1367 279 19224 87441 8465 2035 7476 350 960 1667 1243
internal_value=0.000216471 0.000312833 -0.00125984 0.00316245 0.0161089 -0.000385701 0.000809293 0.00187759 -0.00112474 -0.00364082 -0.0123488 0.00589066 0.00742441 -0.0100593
internal_weight=4455.82 4446.93 2865.85 1581.08 141.705 2686.81 2255.44 1439.37 823.785 701.813 225.649 615.586 582.31 77.1949
internal_count=166234 165950 123001 42949 1646 115679 96455 41303 18326 16291 8815 22977 22017 2910
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=15
num_cat=0
split_feature=51 21 71 66 21 28 73 75 18 66 75 66 74 10
split_gain=8.49614 9.58506 9.4826 9.11494 9.62164 8.9826 8.60518 10.078 10.825 10.359 10.3332 10.0058 9.02668 8.92497
threshold=1.2424533248940002 0.31414473684210531 5.8333466071730617 3.6242555911312313 0.5590277777777779 0.096134514083980077 1.0000000180025095e-35 1.4978661367769956 3.1136509411065041 3.5953101835556054 6.0764941372188597 2.1964139194310985 0.11944363302094234 0.22679714226504991
decision_type=2 2 2 8 2 2 2 2 2 10 2 10 2 2
left_child=3 6 -3 4 -1 -6 7 9 10 13 -9 -12 -8 -2
right_child=1 2 -4 -5 5 -7 12 8 -10 -11 11 -13 -14 -15
leaf_value=-0.009092893122380449 0.0018951874238812159 0.0050635880933555585 0.030356166172367544 0.0060696065998809079 0.025828163621743477 -0.0566644103375053 0.0045059426419131396 -0.0083854614358099318 0.0014175332231778494 -0.026726691116423857 -0.0063329841705243896 0.018597536289758174 0.031404383253353402 0.015771035286628567
leaf_weight=590.98215507949863 783.50277929041658 508.08437405798759 39.054231175236055 150.85626691801917 31.511325227264024 2.7291551172966129 301.57033001775017 952.93368697418191 730.61076389469235 27.377589269453892 85.421509104908182 74.484732236291165 33.866052565281279 135.08183092647232
leaf_count=36205 28920 9791 854 5547 543 68 6070 54280 16296 421 3778 2132 329 1263
internal_value=-0.000182466 0.00082247 0.00692104 -0.00493222 -0.00759224 0.0178317 -0.000247217 -0.00115792 -0.00331024 0.00303549 -0.00641264 0.00532312 0.00730691 0.00395062
internal_weight=4448.07 3671.99 547.139 776.079 625.223 34.2405 3124.85 2789.41 1843.45 945.962 1112.84 159.906 335.436 918.585
internal_count=166497 124134 10645 42363 36816 611 113489 107090 76486 30604 60190 5910 6399 30183
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=15
num_cat=0
split_feature=21 12 52 9 37 16 10 18 38 52 51 61 24 49
split_gain=10.0225 12.3606 9.96821 7.30399 7.20173 6.77089 9.79626 9.33812 7.78214 7.69179 6.66461 12.8604 6.59145 7.42457
threshold=0.35504201680672276 25.500000000000004 230.16699074074077 3.5000000000000004 0.59183785732324168 0.98403386304188112 0.041125216110290734 3.1405914337790803 9.5000000000000018 0.2323726851851852 6.8167352807642407 0.40477407406784044 0.32111426259404335 1.5000000000000002
decision_type=2 2 10 2 2 2 2 2 2 10 2 2 2 2
left_child=10 2 5 -4 -5 6 -2 8 9 -7 -1 -12 13 -8
right_child=1 -3 3 4 -6 7 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00089893666765403441 0.007420179330025839 0.034664685561863418 0.0099522265263684052 -0.032463385905955308 0.048108676887531905 0.0036532955187726377 -0.0076930392395301236 0.01936769416113706 0.0060688605332948637 -0.060501684757651032 -0.022916723452179835 0.037763452328932759 0.023631302168849146 -0.033699124358100088
leaf_weight=3815.7799785575071 129.76323204052824 35.0752068143629 68.270653211482568 2.404239107680044 25.318005095556146 8.1564609309425595 128.82077229188144 96.564697166730184 42.982983813039027 9.6081407731398922 11.773112079186829 27.631653072457993 12.120399964973329 34.222898826003075
leaf_count=153359 4820 443 1073 248 731 64 2003 961 522 191 581 600 138 736
internal_value=0.000246281 0.00629027 0.00444863 0.0190221 0.040234 0.00138765 -0.00295939 0.00977922 -0.00552949 -0.0324206 -0.000685271 0.0195153 -0.0106471 -0.0133239
internal_weight=4448.49 593.308 558.232 95.9929 27.7222 462.24 304.927 157.312 60.7476 17.7646 3855.18 39.4048 175.164 163.044
internal_count=166470 11930 11487 2052 979 9435 7697 1738 777 255 154540 1181 2877 2739
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=15
num_cat=0
split_feature=75 31 75 18 16 8 61 37 52 18 18 37 10 17
split_gain=8.06786 8.837 8.05816 9.25685 8.33058 8.76816 12.9078 8.64936 8.64512 9.98086 8.64629 8.55487 11.3356 10.2616
threshold=8.0180705334065738 0.28851907148762895 6.5785562848655745 2.8557420803655469 0.99999995266856445 0.17889758452208915 0.45549695964106873 1.3325572406295993 23.638917824074078 3.2498783889733618 2.9459261979085642 1.4440440315747221 0.038384238493923632 0.42678571428571432
decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 9 10 -8 12 13 -7
right_child=-2 -3 -4 4 7 11 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0031408945709746391 -0.032116007336021449 0.019292665050320859 0.0118811248592094 -0.0031121499879826139 -0.019595618557507081 -0.051817882581256927 -0.032213614949532808 0.014224017850217294 0.027343645554895442 -0.027307553458394248 0.033646987879986226 -3.0464016512480129e-05 0.011115501118118046 0.030643585849010526
leaf_weight=1875.8899323297919 18.487864700080536 58.33367341075791 134.26157955919189 117.46736122345192 20.074128524400294 24.844099014553652 5.5177987096831229 193.08452552068047 99.136155710119056 17.796038979198784 21.816359197546262 1860.1840167324845 16.189480086039111 3.7386606167492564
leaf_count=101785 660 487 4078 14474 112 1799 289 1807 5917 753 858 32588 611 298
internal_value=-1.50546e-05 0.000125549 -0.000133476 -0.000515219 0.00155489 0.000624748 0.0091875 0.0109624 0.0191548 0.000963925 0.0196844 -0.000555945 -0.0219108 -0.0403606
internal_weight=4466.82 4448.33 4390 4255.74 2379.85 2166.69 261.734 213.159 144.266 45.1302 27.3342 1904.96 44.7722 28.5828
internal_count=166516 165856 165369 161291 59506 57587 22291 1919 7817 1900 1147 35296 2708 2097
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=15
num_cat=0
split_feature=20 50 22 43 14 45 26 21 75 14 37 51 8 26
split_gain=7.99092 8.2947 10.3323 15.3453 8.61839 9.72094 8.41906 8.27155 7.93127 9.33164 13.06 13.0506 12.715 8.38627
threshold=0.28991596638655465 6.5000000000000009 0.2817460317460318 5.5000000000000009 0.56520038592841326 1.5000000000000002 0.10002435539428781 0.37797619047619052 6.1473987767932732 0.85532703628841389 32.760660936584223 4.9522934739897151 0.31716467128504361 0.11017968649924155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -4 7 -2 -6 -1 12 11 -11 -10 -14
right_child=1 -3 4 -5 5 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.0012638818081166881 -0.018976237328907207 0.023200013165615017 0.034055217131045888 -0.088692259629781681 -0.06314985981096044 -0.00098835443434518644 0.017887999772278059 -0.013494325300011765 -0.0013379073966600706 -0.0075457351456364148 0.0075702841367091284 -0.07606983590901574 -0.033133730026956104 0.030638118034950604
leaf_weight=3739.7062132783258 16.34741788568499 62.411582316504791 12.520847600710111 2.7048958038794799 11.317674594873095 137.68519831891172 157.73023367349379 28.773618285689736 67.406303290652431 20.788762788346506 72.198168200906366 9.6344079228583706 4.6734547560045021 88.167893324542092
leaf_count=151009 583 1124 888 66 281 1962 2124 453 4743 431 817 247 188 1436
internal_value=2.29786e-05 0.00649602 0.00360067 0.0122711 -0.00447601 -0.00736509 0.0143375 -0.0287076 -0.000673053 0.00770531 -0.00404587 -0.0309762 0.0152091 0.0271091
internal_weight=4432.07 429.491 367.08 176.783 190.297 177.776 174.078 40.0913 4002.58 262.869 102.621 30.4232 160.248 92.8413
internal_count=166352 7481 6357 2773 3584 2696 2707 734 158871 7862 1495 678 6367 1624
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=15
num_cat=0
split_feature=32 39 15 45 36 75 15 14 11 71 27 30 7 26
split_gain=5.89283 8.05265 7.72157 6.98939 7.00843 6.20365 6.82655 8.6206 5.82274 9.63143 8.11322 9.41289 9.22498 9.98909
threshold=0.15550073834616265 1.5000000000000002 0.32871986087155242 7.5000000000000009 1.0000000180025095e-35 7.8456116163694558 4.0606598839965846 0.86698723520260812 1.5000000000000002 4.7578820629520608 0.14940271755329212 0.26651875186993512 1.1111839250323088 0.93238883341322054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -3 -5 8 -7 -8 9 -1 11 -10 -12 -14
right_child=2 3 -4 4 -6 6 7 -9 10 -11 12 -13 13 -15
leaf_value=0.0021441832245092259 -0.0026090442896501962 -0.049065777385830983 0.037953417880566116 -0.023090278124437473 0.054099767407342153 -0.054132681425722584 0.049044219292315581 -0.035027683605361008 -0.0023587866735823066 0.022805881568586393 0.010887792292283011 -0.055938239356499934 -0.015303471549200327 0.0021262696620137607
leaf_weight=854.85336336500404 23.456697336441721 14.752307528532585 22.235882248176495 8.0565772345989881 3.3560464978581868 10.140990828971555 4.4345157420029846 5.9494720054790378 2431.9203254982895 59.414893718530948 259.50776521853186 7.22719168596086 92.695780422887765 669.12183923705015
leaf_count=17933 722 6280 873 8019 544 621 74 107 107203 3339 9891 443 2002 8187
internal_value=-0.00014927 -0.000335795 0.0175204 -0.027475 0.00213832 -0.000168023 -0.0269447 0.00202984 -3.62658e-05 0.00351036 -0.000974039 -0.0025404 0.0027656 -1.18127e-05
internal_weight=4467.12 4421.43 45.6926 26.1649 11.4126 4395.27 20.525 10.384 4374.74 914.268 3460.47 2439.15 1021.33 761.818
internal_count=166238 164643 1595 14843 8563 149800 802 181 148998 21272 127726 107646 20080 10189
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=15
num_cat=0
split_feature=20 51 18 11 10 37 75 66 14 51 22 35 22 28
split_gain=7.90698 8.67012 11.1638 14.1465 20.2439 15.271 12.4699 11.5806 11.3578 12.9749 11.2842 10.8269 10.2674 12.682
threshold=0.018350168350168353 4.3241107269113215 3.1136509411065041 3.5000000000000004 0.0056617653229691133 4.4568275512402424 4.7050052835523761 2.2342053488773463 0.97246455467505 0.89587973461402759 0.045199182839632285 1.0000000180025095e-35 0.17519181585677754 0.063345123326821268
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 10 -8 -2 11 -6 -10 -4 -14
right_child=1 -3 12 4 6 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=-0.0023218001770436971 0.0068179747971563167 0.0086596077362106737 0.0091576147156290696 -0.0074629891551539571 -0.038331549062385666 0.03673898831574559 -0.019937284671884343 0.0092353563559459621 -0.072217978410092351 -0.00089485535705217153 -0.013061953339991165 -0.013584366927648467 0.0017364709953703026 -0.026633535681400596
leaf_weight=1886.702796750892 446.59612388476671 403.71700795354991 548.15167387824476 36.775157192569168 51.226607687785872 40.019602718592068 48.447821663023205 108.02613000175916 11.997842080912958 109.55370268117986 305.3148365875677 21.516448788810521 374.64369538736355 43.00939726177603
leaf_count=93196 18609 11069 11393 7056 2229 1647 1451 2044 269 1072 8865 318 6548 913
internal_value=0.000131241 0.00194712 0.000680459 -0.00258255 -0.00805141 0.0157479 -0.0116377 0.000133609 0.00289203 -0.00932531 -0.0167897 -0.036059 0.00466391 -0.00124168
internal_weight=4435.7 2549 2145.28 1179.47 589.81 76.7948 513.015 156.474 589.664 143.068 356.541 33.5143 965.805 417.653
internal_count=166679 73483 62414 43560 23292 8703 14589 3495 20268 1659 11094 587 18854 7461
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=15
num_cat=0
split_feature=32 32 51 31 52 52 22 51 22 43 31 58 10 7
split_gain=8.00905 6.79866 6.33424 6.1666 9.29796 11.321 8.28541 7.00527 6.90053 7.1914 6.8881 7.39787 7.25269 7.2317
threshold=0.093321070920179452 0.17603061481759671 2.740319461670996 0.0029996711360067464 52.020607638888897 47.759062500000006 0.10300618921308578 6.8167352807642407 0.39230769230769241 5.5000000000000009 0.0048524147545636123 0.49782291733785405 0.019278449469883153 0.79953368202303954
decision_type=2 2 2 2 10 8 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 10 -1 9 -6 -5 13 -13 -12
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0013492550790789718 0.036720450478250372 0.014589839195819472 -0.04356069859776554 0.048959704372464309 0.018108464037536649 -0.04476714566577189 0.013387435797432404 0.022552063052613827 -0.038585542886837569 -0.034354420175005784 -0.0066898618435243572 0.038131889188756721 0.00074693828821067293 -0.041513431652952508
leaf_weight=3819.6368735543483 25.956971688661724 17.005279900287864 5.3293674992746665 5.2261386846075757 158.87045078517986 12.533802955716963 107.783446018002 29.90674443844182 5.0644514407031229 5.9112439928576341 160.70617121044779 15.271999857621266 64.198838714626618 15.521621663821859
leaf_count=156951 707 897 85 99 1534 991 1404 1050 85 86 1854 63 485 311
internal_value=-0.000224894 0.0198179 -0.000557863 -0.000449291 0.00449274 0.000148628 0.00179245 -0.00115776 0.0141857 0.0160306 -0.00303007 -0.00427926 0.00831583 -0.00997395
internal_weight=4448.92 48.2916 22.3346 4400.63 551.088 381.242 368.708 3849.54 169.846 164.782 260.925 255.699 79.4708 176.228
internal_count=166602 1689 982 164913 6912 5207 4216 158001 1705 1620 2812 2713 548 2165
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=15
num_cat=0
split_feature=43 0 52 21 66 50 7 7 45 10 34 45 15 23
split_gain=7.98109 13.1916 12.6903 9.3125 11.2942 10.9984 9.22207 12.3963 12.3451 10.5263 9.77736 8.76083 8.54451 8.46385
threshold=1.0000000180025095e-35 23.500000000000004 0.32727430555555564 0.048003072196620589 2.1416105129803111 77.500000000000014 0.39942707151835538 1.1111839250323088 8.5000000000000018 0.0033547780915351056 0.00044898130416591147 7.5000000000000009 0.60434041788981208 0.49041630560342625
decision_type=2 2 10 2 8 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 10 8 9 -8 11 -2 -12 -9
right_child=3 2 -4 4 5 -7 7 13 -10 -11 12 -13 -14 -15
leaf_value=0.019970678307569368 -0.0096599788936719382 0.02352396015776842 -0.05590184660082035 -0.011326180259892644 0.0019249599109312646 0.035276180447861294 -0.027291239421831093 -0.011151084390592382 -0.028634796492849286 0.00857903846148525 -0.01089467582699884 -0.036253493215743934 0.028582477651778151 0.0036222736030171415
leaf_weight=102.28906034023657 374.0915239364931 7.6972534436454252 11.441154799453214 161.7629665137938 2775.2573886011942 23.946578188362764 20.505855951552803 310.17701407993445 24.855624622578034 432.54469078957572 24.430243000413611 32.994000983999285 29.073144035501173 140.24099548981758
leaf_count=10229 35694 1896 367 8462 78564 864 1477 5433 1326 12366 2132 4145 1825 1831
internal_value=0.000248881 0.0128391 -0.0243758 -0.000105447 0.00147899 0.00222277 -0.00348188 -0.000609306 0.00499493 0.00689896 -0.00925773 -0.0118989 0.0106876 -0.00655346
internal_weight=4471.31 121.427 19.1384 4349.88 2960.97 2799.2 1388.91 928.324 477.906 453.051 460.589 407.086 53.5034 450.418
internal_count=166611 12492 2263 154119 87890 79428 66229 22433 15169 13843 43796 39839 3957 7264
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=15
num_cat=0
split_feature=30 1 1 66 61 36 11 52 10 50 31 75 33 50
split_gain=7.0021 7.66756 8.44303 6.36044 12.3467 10.325 8.85315 8.88416 10.6656 8.643 11.5395 8.80071 8.33246 7.89331
threshold=0.058738835169910367 16.500000000000004 5.5000000000000009 2.5305616439506724 0.99999997506830396 1.0000000180025095e-35 2.5000000000000004 42.974855324074078 0.37368355843650897 11.500000000000002 1.0000000180025095e-35 5.2122109552252045 0.023262325083130558 4.5000000000000009
decision_type=2 2 2 10 2 2 2 10 2 2 2 2 2 2
left_child=3 2 -2 4 6 12 -1 13 -9 10 11 -6 -5 -8
right_child=1 -3 -4 5 9 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0036094251290687538 -0.011444488283219575 0.054777767610372424 -0.081936019549689376 -0.0010903087123344118 -0.08324170100794899 0.0055995281906776728 0.005847957132658281 -0.01549486070169463 0.0069171288859908621 0.014871874210167505 0.0045265539258415545 0.016438850329854555 0.026540536031682094 -0.0052140449041580567
leaf_weight=597.38048713653416 104.4457375097154 3.1851380084262919 3.4712922832986797 1501.5629981868774 13.947623166034655 1204.5063647480347 267.29135268975369 256.57923122502689 66.2380434992956 6.8919796645641318 7.4951069864910087 2.2510493211448184 26.790174556779675 403.2692869034363
leaf_count=31453 3127 62 218 49677 603 24610 12693 21806 1043 73 60 21 303 20504
internal_value=0.000350519 -0.011988 -0.0144434 0.000668029 -0.0018123 0.00213968 -0.0011969 -0.00408796 -0.010889 -0.0327679 -0.0466663 -0.0692392 -0.000588936 -0.000802492
internal_weight=4465.31 111.102 107.917 4354.2 1621.34 2732.86 1590.76 993.378 322.817 30.5858 23.6938 16.1987 1528.35 670.561
internal_count=166253 3407 3345 162846 88256 74590 87499 56046 22849 757 684 624 49980 33197
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=15
num_cat=0
split_feature=21 52 27 27 13 51 49 66 50 51 50 52 10 10
split_gain=5.85935 8.17026 7.72337 11.067 10.7162 8.89387 8.22172 8.70015 7.51862 6.9976 16.1312 11.4223 7.36458 12.5267
threshold=0.016001024065540197 78.964872685185199 0.12787203303780229 0.098621415395947765 38.500000000000007 6.463808880305316 19.500000000000004 2.400880679494279 11.500000000000002 2.0126758453675748 3.5000000000000004 101.18666666666668 0.49360650900570241 0.15183100320655532
decision_type=2 10 2 2 2 2 2 8 2 2 2 10 2 2
left_child=1 2 3 8 6 -5 -4 -8 -1 10 -3 -11 13 -13
right_child=-2 9 4 5 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=0.001229009071224498 0.0014653638614617369 -0.00152063117740986 0.010814318244286941 -0.047894266378627696 -0.083958691784561945 0.04185788056104562 0.027674179276449652 -0.031067144027829282 -0.011087130875131426 -0.03712680271613189 -0.068748374110215699 0.0010192298756430743 0.020406348069895247 -0.042194417426527533
leaf_weight=416.19683212005111 3409.268150183143 19.791362841253431 229.47351269323553 20.482222510901924 2.2448780446429728 2.3857884537428609 7.6275820393930216 23.454659783979878 175.35242580122213 25.955580281261064 15.318514427817716 83.091920861777908 29.068319208454341 19.996390864835121
leaf_count=28810 102492 1685 5393 1099 123 57 205 1111 12350 2243 1892 8126 271 647
internal_value=0.000452101 -0.00277342 -0.000718107 -0.00378549 0.00644048 -0.0371691 0.00753736 -0.0162387 -0.0024344 -0.0120527 -0.0319438 -0.00746273 -0.00140163 -0.00768791
internal_weight=4479.71 1070.44 877.218 614.417 262.801 22.868 260.556 31.0822 591.549 193.222 35.1099 158.112 132.157 103.088
internal_count=166504 64012 49148 42316 6832 1156 6709 1316 41160 14864 3577 11287 9044 8773
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=15
num_cat=0
split_feature=30 21 36 31 17 10 22 11 17 7 46 61 66 21
split_gain=7.63158 7.35172 6.0366 13.5583 9.87902 10.2057 8.52394 13.1195 9.35497 10.3455 15.0038 9.22865 12.54 11.0005
threshold=1.2018179583961563 0.37797619047619052 1.0000000180025095e-35 0.020381450476775326 0.6014705882352942 0.00095088751959701145 0.11583184257602865 1.5000000000000002 1.0000000180025095e-35 1.6703516559354341 1.0000000180025095e-35 0.99999997506830396 2.8037903735927201 0.14185110663983905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2
left_child=1 2 3 4 5 -1 11 -8 9 -9 -11 -7 13 -13
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.017582126431472087 -0.068149867166086661 0.0056661616699814699 0.0013600488036485928 0.0091237576918886659 -0.022710668674548646 0.0034086636399618636 0.014786458594336686 0.0082140835341731108 -0.012407711035563797 -0.084490989800748512 -0.0071111687785749313 2.5497634933466562e-05 -0.0031213105003325696 -0.069009427887322547
leaf_weight=115.18698785271863 3.1024256309028706 518.45902468459099 1896.0821621950126 219.85276735085063 66.947733535174848 714.15813109124247 68.619967231119517 148.67201835251763 445.96532161692812 5.6362952371127895 117.94175518010161 9.1664640029503079 88.524964212199848 14.572537837600974
leaf_count=18548 99 9888 62940 2239 9212 34304 2267 1518 22438 84 1470 274 981 174
internal_value=1.4289e-05 7.73984e-05 -0.000664669 -0.00256939 -0.00400555 -0.00326833 -0.00223606 -0.00595745 -0.00795717 -0.000648137 -0.0112903 0.00130998 -0.0119529 -0.0434291
internal_weight=4432.89 4429.79 3911.33 2015.24 1795.39 1728.44 1613.26 786.835 718.215 272.25 123.578 826.422 112.264 23.739
internal_count=166436 166337 156449 93509 91270 82058 63510 27777 25510 3072 1554 35733 1429 448
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=15
num_cat=0
split_feature=66 52 49 28 31 34 66 68 43 51 5 22 15 66
split_gain=6.81173 10.8577 8.21887 7.60833 7.48314 10.15 7.31554 7.04283 7.51378 8.04832 8.10435 6.75316 6.7046 6.52426
threshold=2.5612656701998309 42.974855324074078 16.500000000000004 0.059655077898066906 0.011927113034545767 0.00023160411727983217 2.5559824686932364 1.0000000180025095e-35 1.5000000000000002 3.5114340430413216 15.500000000000002 0.2817460317460318 0.60434041788981208 2.1416105129803111
decision_type=8 8 2 2 2 2 8 2 2 2 2 2 2 10
left_child=1 3 -2 6 7 -6 -1 -3 13 10 -10 -12 -7 -9
right_child=2 4 -4 -5 5 12 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.00060612248288444484 0.0016692339622784329 -0.051864530522425137 -0.010272399942998557 0.017752855841140211 0.02148068193394239 0.023926913089608922 -0.060274191708792405 -0.019436908739988022 0.066664657239323077 0.00052535774252665611 -0.023474261043288151 0.0041099844640403536 -0.058574649592625455 0.011247239241056289
leaf_weight=616.02311478137517 3190.6699908658006 9.8355179358331934 149.90907367994805 57.528732562132063 36.049138603324536 2.9345732073124946 4.1803912087343624 23.323455465833831 1.7628265616149281 66.871139309481805 190.82045394095076 24.782126160673215 6.8079506103531457 59.275839144744168
leaf_count=25182 96600 208 7087 1501 685 39 198 6073 117 5292 16409 1005 170 6065
internal_value=6.53848e-06 -0.00340394 0.00113044 0.000519817 -0.00968495 0.00924598 -0.00110469 -0.0120048 -0.010798 -0.0146441 -0.019292 -0.0202993 -0.0338101 0.00245414
internal_weight=4440.77 1100.2 3340.58 677.732 422.463 45.7917 620.204 376.671 366.836 284.237 217.365 215.603 9.74252 82.5993
internal_count=166631 62944 103687 26881 36063 894 25380 35169 34961 22823 17531 17414 209 12138
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=15
num_cat=0
split_feature=21 71 30 21 52 71 66 9 43 52 45 45 52 10
split_gain=9.1581 10.3798 8.5108 6.92555 8.47865 11.5404 6.74988 12.6905 7.15749 12.3853 12.7591 10.8388 12.0971 9.77417
threshold=0.048003072196620589 6.3323907390166916 0.15042738133187258 0.22474747474747478 22.655781250000004 6.8860206562826649 2.2222631659457757 3.5000000000000004 2.5000000000000004 10.069548611111111 6.5000000000000009 3.5000000000000004 66.910908564814818 0.20015837784990029
decision_type=2 2 2 2 10 2 8 2 2 8 2 2 10 2
left_child=-1 2 6 4 5 -3 7 -2 -8 10 -10 -11 -13 -12
right_child=1 3 -4 -5 -6 -7 8 -9 9 11 13 12 -14 -15
leaf_value=-0.002803322501646369 -0.017592788081035794 0.01105404918599197 -0.027045591235596484 0.031664260837541466 0.021092517799645143 -0.030828826046921894 0.0061843873212905701 0.0054692706388588088 0.010299351796037318 -0.0060039966696454512 -0.030446716796063467 -0.0046321913397518871 0.010401614214838033 0.014889096189346149
leaf_weight=1444.7516340382599 122.66535967333039 45.398387172273942 25.228376900242438 40.640600506638293 64.959432552976068 24.498583440137736 814.99362362574539 114.53232535049028 421.12274285714375 734.47098703093434 35.224366524751531 251.51368068959346 283.86457818683266 16.959274050779641
leaf_count=77361 3048 1289 666 974 2327 1094 20142 8287 7869 25184 1410 7631 8741 235
internal_value=0.00046527 0.00204184 0.00130529 0.0138052 0.00822964 -0.0038535 0.00157075 -0.00648092 0.00231956 0.000510086 0.00740465 -0.00206351 0.00334346 -0.01571
internal_weight=4440.82 2996.07 2820.58 175.497 134.856 69.897 2795.35 237.198 2558.15 1743.16 473.306 1269.85 535.378 52.1836
internal_count=166258 88897 83213 5684 4710 2383 82547 11335 71212 51070 9514 41556 16372 1645
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=15
num_cat=0
split_feature=64 22 38 43 27 20 37 38 43 45 52 39 51 34
split_gain=5.40056 6.72936 8.91167 13.6501 6.9471 6.93369 6.65277 12.7059 9.89559 11.2542 8.62742 6.91393 7.23561 6.75893
threshold=2.1383330595080281 0.42261904761904767 43.500000000000007 2.5000000000000004 0.3317753100777156 0.42261904761904767 7.0425108986468752 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 203.63269675925929 3.5000000000000004 5.4827179284163234 0.010560246574693032
decision_type=8 2 2 2 2 2 2 2 2 2 10 2 2 2
left_child=1 5 3 -3 -5 -1 7 8 11 -10 13 12 -2 -11
right_child=6 2 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0015485775978157886 0.029643711614479332 -0.053239483055275753 0.0056964341299859493 -0.015299528017798051 0.033165637829758718 0.023040497611250106 0.0037649622413389369 -0.014620211069894917 0.0013494953871519195 -0.031697485075897876 0.017810063250741588 -0.040384978633682053 -0.042193876460311114 0.021139976417240355
leaf_weight=1868.7699856738686 51.61744352435926 23.658120514270195 45.184945936867734 63.747745883418247 7.3994945115409783 28.118281724455301 1400.4856098736527 156.30746612470375 704.77255247703397 56.866138301928004 12.634805034584131 3.4541263525820787 2.8937734992068718 6.0664397494110736
leaf_count=87140 1786 671 623 1414 86 614 21428 7570 31371 4614 762 8122 72 318
internal_value=-6.39736e-05 -0.00195611 -0.0124954 -0.0211347 -0.0098692 -0.00117214 0.00154531 -0.00158075 0.000865061 -0.000626556 -0.018833 0.0206156 0.0251388 -0.0263532
internal_weight=4431.98 2036.88 139.99 94.8054 71.1472 1896.89 2395.1 994.613 838.305 780.34 75.5674 57.9653 54.5112 62.9326
internal_count=166591 90548 2794 2171 1500 87754 76043 54615 47045 37065 5694 9980 1858 4932
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=15
num_cat=0
split_feature=31 37 57 0 15 52 40 66 43 75 58 10 18 35
split_gain=6.80309 7.60394 7.70423 9.57183 7.31762 6.63002 6.52061 9.22706 12.7057 10.84 13.5801 11.5483 9.41315 8.85779
threshold=0.0052191357688619903 2.5557441910487664 13.500000000000002 5.5000000000000009 0.61121005825560315 1001.6079282407409 1.0000000180025095e-35 1.9105137119143396 2.5000000000000004 3.4175922930736511 0.4378847789933844 0.024314570992578711 3.6339690013001889 5.5000000000000009
decision_type=2 2 2 2 2 8 2 10 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 -1 -8 -9 10 -10 -12 13 -13
right_child=1 5 -4 4 -6 -7 7 8 9 -11 11 12 -14 -15
leaf_value=-0.00099146833939448248 0.028682720133121259 0.0087716570618862223 -0.029398175214792821 0.0035923774512370875 -0.058074599338077237 -0.044852753179440263 -0.01374959531682573 0.018356873818466592 0.0016132734221388422 0.014258755078962805 0.0074491331078283783 -0.073648416467577027 3.40446175853264e-05 0.015169297447213133
leaf_weight=3394.7686270874292 19.405426015204284 457.5116770430177 27.902841174975038 12.418047130835477 6.7436080884945104 4.8608886029796841 56.849620947519725 167.31484344875935 139.91058815687575 99.381895213591633 14.147105528099926 19.903912537614822 8.1480033576954138 2.8879917897284022
leaf_count=140990 184 4608 890 202 153 565 3888 6130 5256 2604 209 307 60 25
internal_value=0.000521497 0.00583781 -0.00986976 0.00464474 -0.0199143 0.00811233 -0.000200097 0.00507425 0.00746854 0.0010205 -0.0061296 -0.0296703 -0.0463449 -0.0622297
internal_weight=4432.16 528.842 66.4699 38.5671 19.1617 462.373 3903.31 508.544 451.694 284.379 184.998 45.087 30.9399 22.7919
internal_count=166071 6602 1429 539 355 5173 159469 18479 14591 8461 5857 601 392 332
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=15
num_cat=0
split_feature=75 16 10 10 30 28 18 12 71 45 52 50 28 58
split_gain=8.18356 7.93927 7.92663 7.63265 7.32818 5.95899 5.3778 6.6078 5.62044 5.33171 10.0936 9.60689 9.4716 7.90503
threshold=5.9801499880778026 0.52289145156798911 0.082810858643262056 0.15730648082922707 1.2018179583961563 1.2544338100689745 4.212148755481965 12.500000000000002 4.6101453514146771 3.5000000000000004 53.418964120370376 8.5000000000000018 0.0065241701100682446 0.53569901877321235
decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=4 5 -3 -4 9 6 8 -8 -2 10 11 -1 -12 -14
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 12 -13 13 -15
leaf_value=0.0029492920250521605 -0.0052102958083207326 0.037169647040682478 -0.039186805384064757 0.013912228966976144 -0.067448631501603504 -0.06565863373934637 0.012374731258554379 -0.076639355911980678 0.010881141906736426 0.0013650494148213389 -0.0051664171988506716 -0.0056904821231849381 -0.01726562457767581 -0.071359251833782028
leaf_weight=1036.1857194609111 91.329918927236577 35.973503572167829 6.6323850748594841 60.609801878686994 3.1501500923186532 2.2192882787785484 3.3673856323584905 3.6099516358226538 131.04017373952956 1527.6524938384819 1019.2609341277221 465.45044038975902 30.59363328962354 8.0843085949309152
leaf_count=26862 2786 537 171 731 98 122 50 66 5189 59258 49605 18847 1931 210
internal_value=-0.000423854 0.00708013 0.0185417 0.00817736 -0.00103961 0.00191364 0.00284971 -0.0375136 0.00427847 -0.000971938 -0.00236673 0.000269284 -0.006105 -0.0300856
internal_weight=4425.16 334.782 103.216 67.2422 4090.38 231.567 229.347 6.97734 222.37 4087.23 2559.58 1501.64 1057.94 38.6779
internal_count=166463 9652 1439 902 156811 8213 8091 116 7975 156713 97455 45709 51746 2141
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=15
num_cat=0
split_feature=51 21 40 15 47 11 0 14 26 64 5 38 32 0
split_gain=8.91766 7.71603 10.2377 8.66086 13.4644 9.30792 9.891 9.39782 8.68322 8.31683 7.81224 7.77103 7.35576 7.39406
threshold=1.2424533248940002 0.21980676328502416 1.0000000180025095e-35 0.77117975970366526 1.5000000000000002 10.500000000000002 4.5000000000000009 0.98954401138339798 0.28834234415341664 5.5154408213148463 24.500000000000004 1.0000000180025095e-35 0.11597991173542098 62.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2
left_child=12 -2 3 4 -3 6 7 8 -5 11 -8 -10 13 -1
right_child=1 2 -4 5 -6 -7 10 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0063095894702368651 -6.5602024936465043e-05 -0.03326518445535414 0.015647357652647426 -0.0042743909447372714 0.029788117095246109 0.0097358331753835368 -0.034431837276817506 0.002507522795728836 -0.0053168023236748237 0.043501446048695422 0.0020272652454367554 -0.063564572649612558 0.024728610504607524 0.02331768556232662
leaf_weight=726.19246160889361 2734.7331837539805 9.1622082630492496 186.31538049411029 20.794366498623276 53.607576992504619 208.70651636918774 14.290832918195518 35.515581685001962 7.5349831241182974 1.7607638519257296 374.83526558527956 25.710692463908345 19.766164620625204 20.723077570979513
leaf_count=40264 102750 342 4087 927 1747 3988 774 447 187 8 8065 625 975 1035
internal_value=0.000253175 0.00127723 0.00518717 0.00257793 0.0202072 0.000945252 -0.00288571 -0.0175996 -0.030216 -0.045079 0.000603462 -0.0509037 -0.00464807 -0.00545751
internal_weight=4439.65 3672.97 938.234 751.919 62.7698 689.149 480.442 91.3164 55.8008 35.0064 389.126 33.2457 766.682 746.916
internal_count=166221 123947 21197 17110 2089 15021 11033 2194 1747 820 8839 812 42274 41299
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=15
num_cat=0
split_feature=31 52 37 10 52 18 20 10 18 51 10 8 38 8
split_gain=6.97877 10.5892 11.059 7.90578 7.53646 10.6061 7.32617 7.365 6.63072 6.617 8.03846 7.78371 6.78356 6.26895
threshold=0.0086689920249094967 14.845839120370373 3.1039006178319286 0.0023570081119158679 5.9292071759259271 2.5849973097701286 0.01574900793650794 0.00077147991534563885 2.6890524049912004 5.5587548463575329 0.0089862848564764512 0.26104676670055399 28.500000000000004 0.80792001668783342
decision_type=2 10 2 2 8 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 7 -3 -7 10 11 -4 -11 -12
right_child=1 6 4 -5 5 8 -8 -9 -10 12 13 -13 -14 -15
leaf_value=-4.0314995679508013e-05 0.0017036982354176331 0.033875447592481442 -0.036333118170892249 -0.042775960316911298 -0.031904457239547386 0.061859373610819439 0.022217092175406218 -0.00023750934557305659 -0.0015413319169883496 -0.037176560549235092 0.025804297018219669 0.016235600733423158 0.029230722546734311 0.0028945958017221585
leaf_weight=3932.4669184829736 16.794362486194586 17.635333731188439 14.462720035662644 23.391077445634437 29.904200676854089 4.3348226300731794 122.78672339877812 104.73390692158137 17.966698861710029 13.098028966458516 78.923022740142187 12.11924505891511 4.4468929944559923 48.115611300017918
leaf_count=160381 320 201 162 658 608 55 1102 1226 342 130 762 83 39 502
internal_value=0.000673171 0.00617784 -0.000784047 -0.0245969 0.00359053 -0.0128784 0.013635 0.00491344 0.0129079 0.00865921 0.0120017 -0.0126463 -0.0196765 0.0172177
internal_weight=4441.18 508.713 263.557 40.1854 223.371 52.2057 245.156 122.369 22.3015 171.166 153.621 26.582 17.5449 127.039
internal_count=166571 6190 3661 978 2683 1005 2529 1427 397 1678 1509 245 169 1264
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=15
num_cat=0
split_feature=31 51 21 13 52 50 71 27 47 64 49 64 23 10
split_gain=8.05274 8.701 6.77503 9.86159 6.85044 8.01232 8.05855 7.76556 6.86405 11.2138 8.91819 7.14869 8.42679 6.94448
threshold=0.27702457493557303 5.9414853139235673 0.36038961038961043 34.500000000000007 1.0287673611111112 22.500000000000004 6.9674381702079344 0.031597949279343014 13.500000000000002 5.3542222040740404 24.500000000000004 3.6505739029280164 0.35919766740255282 0.1398950931349221
decision_type=2 2 2 2 8 2 2 2 2 10 2 10 2 2
left_child=2 -2 4 -4 5 6 8 -8 13 10 11 -10 -13 -1
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.0044249799315057665 0.025253988556992419 -0.02370080323041376 0.0035207509338953747 0.03791595131043432 -0.0020482969218428805 -0.0086578087658866609 0.014431127835555977 -0.051805761355897276 -0.00011769211896996531 0.03314820190883825 -0.071750488651452685 -0.047321766522476411 0.026834721002222946 0.016768936095358226
leaf_weight=287.87224978231143 54.808200713043334 10.018233021488411 574.92252049469607 20.642787301825592 2987.0822454055483 119.20740095117071 6.5216020806401529 10.757159395114284 120.54771751981025 18.470728437037906 4.1748295915313056 16.199937621742723 4.2171435351483515 188.71203663083725
leaf_count=8279 496 80 11670 244 133699 4624 405 376 3484 260 172 547 43 2029
internal_value=8.59133e-05 0.0174434 -0.000176147 0.00477448 -0.000960577 0.00322 0.00538346 -0.0273839 0.00630918 -0.00251572 -0.00725014 -0.00484793 -0.031467 0.00933767
internal_weight=4424.15 64.8264 4359.33 595.565 3763.76 776.681 657.473 17.2788 640.195 163.61 145.14 140.965 20.4171 476.584
internal_count=166408 576 165832 11914 153918 20219 15595 781 14814 4506 4246 4074 590 10308
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=15
num_cat=0
split_feature=59 51 45 51 31 49 15 71 40 16 52 52 9 8
split_gain=5.76568 6.55411 5.81571 7.40488 7.21996 6.75717 6.27957 6.91108 15.562 8.88963 7.62417 8.58241 7.78265 10.1114
threshold=0.007240844485425179 4.8402344967050359 1.0000000180025095e-35 6.8167352807642407 0.12025549930808192 57.500000000000007 20.643668267207723 5.8185970451577838 1.0000000180025095e-35 0.18172655869288321 42.177824074074074 37.859126157407417 1.5000000000000002 0.1117474002184501
decision_type=2 2 2 2 2 2 2 2 2 2 10 10 2 2
left_child=1 -1 4 -4 5 6 7 10 9 -9 11 -2 13 -12
right_child=2 -3 3 -5 -6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0096976926003454131 -3.7919780219230945e-05 -0.064676183111405286 0.00097351824553440101 0.025810403283601169 0.016851079944406523 -0.06112514149824512 0.029709142640017207 -0.030558978869118392 0.020513091565078918 0.029788377733288823 0.064844436515083231 0.032544850709630244 -0.016113300036238998 -0.0029530945459851393
leaf_weight=39.983493758627446 412.16091289873702 5.3788244611932887 3430.9753778640338 29.276907595194643 41.454221441206755 4.1996451948216409 12.676060259924268 78.267642024573433 21.90366690780138 5.8286258692387483 4.7130933327280209 20.25232030855841 165.08461537814765 146.12112869534758
leaf_count=1083 14928 256 124787 723 379 395 187 5510 1015 215 207 558 13594 2254
internal_value=6.85942e-05 -0.0174712 0.000254495 0.00119106 -0.00329379 -0.00427055 -0.00392506 -0.00445825 -0.0163467 -0.0260755 -0.0027547 0.00155968 -0.00864629 -0.000421514
internal_weight=4418.28 45.3623 4372.91 3460.25 912.662 871.208 867.008 854.332 106 84.0963 748.332 432.413 315.919 150.834
internal_count=166091 1339 164752 125510 39242 38863 38468 38281 6740 5725 31541 15486 16055 2461
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=15
num_cat=0
split_feature=31 36 18 12 66 18 66 50 38 27 21 26 10 45
split_gain=8.26059 7.58278 10.1556 9.69716 12.4868 10.6972 8.95052 7.99578 9.11998 8.18269 9.40503 7.94341 9.17671 8.64408
threshold=0.0086689920249094967 1.0000000180025095e-35 1.283562548361834 1.5000000000000002 3.3558748537536451 3.439691974996554 3.6588374665025154 3.5000000000000004 2.5000000000000004 0.004910285979151714 0.40312500000000007 0.16002818523367424 0.015780679955503408 3.5000000000000004
decision_type=2 2 2 2 10 2 10 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -3 -9 10 -10 -7 -13 -14
right_child=-2 6 3 -5 5 11 -8 8 9 -11 -12 12 13 -15
leaf_value=-0.031854714261649479 0.0062930984873011591 0.0044357814534391514 0.0066923703619368785 -0.0042857444179523899 -0.057681617148061907 0.02776034492301396 0.012668303686484479 0.01362728250394815 -0.022214766040672854 -0.0021150123676219996 0.024929258940833209 -0.048240753120471082 -0.021070095486035448 0.021941998833459157
leaf_weight=28.23466295435901 505.27665126229476 777.79400893955244 466.13110232478448 1471.4396551435584 11.118274250307875 12.682654994488983 171.27905523085792 79.578696761713218 93.256064412948035 736.14762370131211 11.080589252844218 14.118443464674781 27.135165698447963 18.989852289705595
leaf_count=3218 6206 25195 25313 66358 474 427 2024 6815 4388 25025 288 496 343 243
internal_value=0.000282726 -0.000493602 -0.00259318 -0.00216896 0.00348987 -0.0141418 0.00180913 0.000706849 -0.00244687 -0.00398319 -0.0170189 -0.00681333 -0.0144263 -0.00327201
internal_weight=4424.26 3918.99 2049.85 2021.62 550.175 84.0444 1869.14 1697.86 920.063 840.484 104.337 72.9261 60.2435 46.125
internal_count=166813 160607 96872 93654 27296 1983 63735 61711 36516 29701 4676 1509 1082 586
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=15
num_cat=0
split_feature=21 66 30 20 39 71 37 64 59 43 0 61 75 0
split_gain=7.25604 7.78953 6.98522 5.83523 8.57244 9.48999 7.4747 7.03562 6.81899 6.76398 13.9962 6.0364 15.8751 9.97631
threshold=0.059262510974539072 2.5305616439506724 0.087233263643329714 0.15504807692307696 1.0000000180025095e-35 5.8902610850793264 0.57828082269142256 4.923617305492666 0.25823673737492731 5.5000000000000009 6.5000000000000009 0.67874412071105239 0.89587973461402759 5.5000000000000009
decision_type=2 8 2 2 2 2 2 8 2 2 2 2 2 2
left_child=-1 -2 3 6 5 7 -3 -5 -6 -10 -11 12 -9 -14
right_child=1 2 -4 4 8 -7 -8 11 9 10 -12 -13 13 -15
leaf_value=-0.0025694277743188378 -0.0029598398785143764 0.025004984227994576 -0.017916572539137279 -0.011152229712349719 0.021911065228097364 0.018314328349077619 0.0050106279537430465 -0.047650710098927559 0.0041731036987841591 0.012232821612334325 -0.08874993515741314 0.014832288851064647 -0.05044324632284846 0.01746197414940712
leaf_weight=1588.3384768295327 690.99959464375024 47.830031127890834 37.689095227891812 280.6440472810209 53.03099312694394 40.359327992424369 1141.3730924183947 16.671441683574812 406.76608482683514 7.5070537954052252 5.0147551451809704 57.550859515788034 5.284704001620411 38.58291689469479
leaf_count=81677 28477 5456 1008 7583 1147 868 29727 490 8112 114 115 524 107 624
internal_value=0.000134154 0.00165229 0.00314339 0.0035296 0.000518246 -0.0045057 0.00583514 -0.00685555 0.00518843 0.00302627 -0.0317815 0.00336352 -0.007603 0.00833953
internal_weight=4417.64 2829.3 2138.3 2100.62 911.412 439.093 1189.2 398.734 472.319 419.288 12.5218 118.09 60.5391 43.8676
internal_count=166029 84352 55875 54867 19684 10196 35183 9328 9488 8341 229 1745 1221 731
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=15
num_cat=0
split_feature=24 43 76 39 51 37 28 28 38 28 50 8 16 37
split_gain=6.97537 9.71797 8.26472 7.73424 6.78477 8.11599 6.75083 10.883 10.0442 8.03564 8.36902 6.23738 10.0742 8.44357
threshold=0.11348003765787708 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 5.3205649864913136 5.4569888503622996 0.63539991468644863 0.55332075850878326 24.500000000000004 0.15948990920979125 1.0000000180025095e-35 0.86856727249134413 0.94924657947033342 42.562090179327861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 9 -8 -3 -11 -12 13 -13
right_child=-2 6 -4 -5 5 -7 8 -9 -10 10 11 12 -14 -15
leaf_value=0.025360728653222309 0.0097203832463685236 -0.00046004897412770516 -0.040923257427746058 -0.043237604009612476 -0.069555793087014248 0.011474865402760652 -0.048968968662035539 0.035277917098852855 0.014378951214287221 -0.040827956984771298 0.00055809102229863693 -0.069735254681719414 0.0015092106158491171 0.015375014417556024
leaf_weight=87.000697681330621 174.38628993104794 3952.6427854256253 5.5089535914885337 4.1101498079374315 3.3301133958157143 10.051177996065233 16.05480000462558 19.930003650602885 9.297155251610091 21.397409635130316 78.401482979403227 12.722413779702039 17.613827747525647 3.2954603908583513
leaf_count=2521 2262 145234 444 9033 154 135 1814 316 259 647 3081 276 294 46
internal_value=-5.10857e-05 -0.000455043 0.0141446 0.0174083 0.0202934 -0.012125 -0.000847101 -0.000685032 -0.0260737 -0.000869032 -0.0128909 -0.00724113 -0.0249136 -0.0523504
internal_weight=4415.74 4241.36 110.001 104.492 100.382 13.3813 4131.36 4106 25.352 4086.07 133.431 112.033 33.6317 16.0179
internal_count=166516 164254 12287 11843 2810 289 151967 149894 2073 149578 4344 3697 616 322
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=15
num_cat=0
split_feature=11 1 38 17 39 27 64 12 50 17 45 75 18 16
split_gain=7.80104 10.5467 9.26826 7.98159 7.72691 7.6187 9.69658 9.4385 8.93049 8.84245 10.0184 11.6534 11.0602 8.733
threshold=1.5000000000000002 10.500000000000002 30.500000000000004 0.17445652173913045 2.5000000000000004 0.0033146857102903074 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 0.045804195804195813 1.0000000180025095e-35 1.4978661367769956 2.2628945445497575 0.29188668615764868
decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 7 8 -7 -8 11 12 -11 -13
right_child=5 3 -4 -5 -6 6 9 -9 -10 10 -12 13 -14 -15
leaf_value=0.0059194644258815654 -0.0034816059966569961 -0.07152895280252014 -0.071838976771823868 -0.0052421709326190254 -0.047343829371719812 0.0062247336194667432 -0.002164005658010761 0.019539345558340148 -0.038424914975251127 -0.043449258602143347 0.0090508569868779191 -0.024119447092066482 0.028426345681918864 0.011375120518878673
leaf_weight=896.83466453049732 1468.8781473317486 6.7419214438559729 2.8929391759593264 11.406512490102614 5.8720334472272944 46.939749297744129 1279.8314740673814 129.49494430285995 13.627989430155138 5.4875120971719289 429.79629236822802 73.068685219877807 31.429407937073847 21.960840811749222
leaf_count=21737 75459 209 125 499 10255 895 19620 1217 276 606 26971 6137 1535 752
internal_value=0.000339295 0.00442378 0.00519489 -0.0323164 0.00552099 -0.000739511 0.00124377 0.0119653 -0.00428255 0.000131342 0.00535544 -0.00665938 0.0168783 -0.0158838
internal_weight=4424.26 923.748 905.6 18.1484 902.707 3500.52 2031.64 190.063 60.5677 1841.57 561.743 131.946 36.9169 95.0295
internal_count=166293 32825 32117 708 31992 133468 58009 2388 1171 55621 36001 9030 2141 6889
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=15
num_cat=0
split_feature=30 52 16 64 36 36 74 18 66 8 36 27 18 38
split_gain=7.38134 9.67352 6.30342 5.97491 5.28613 7.74342 6.09056 6.92707 5.84621 5.82523 8.211 5.08607 6.93636 9.00782
threshold=0.086290155217743456 235.19725694444449 0.91490671937833234 7.5634598609461881 17.500000000000004 6.5000000000000009 0.61172168971398388 2.5438240737276989 3.5007509686185769 0.64431894877098395 1.5000000000000002 0.70147835114941726 2.1452985986443802 18.500000000000004
decision_type=2 10 2 10 2 2 2 2 10 2 2 2 2 2
left_child=3 2 4 11 5 6 7 -2 -6 10 -9 -1 -13 -14
right_child=1 -3 -4 -5 8 -7 -8 9 -10 -11 -12 12 13 -15
leaf_value=-0.00013286376203721823 0.010822569302087888 -0.062999361914875693 0.038034204877583092 -0.040671219577887649 -0.062707308485465199 0.015242395215561153 0.022372762969095662 0.055508718180339325 0.0097408761865879403 -0.051792185332270473 -0.047714226102803722 -0.033172263242920851 0.041428595662918011 0.0064230608673533571
leaf_weight=4133.7249668336581 8.3672404915268981 8.1540569464650599 5.7179866321384898 7.9528077186405417 8.3595405030355305 24.454681345596327 6.4638665330130598 2.8394759858492788 3.6195214646868399 20.83841494936496 2.8727509322125115 8.4424174061277864 20.203975277516292 142.58242063914076
leaf_count=160021 393 520 39 280 272 739 78 72 44 427 274 822 541 2153
internal_value=-0.000166942 -0.0141277 -0.00866834 0.000133055 -0.0125391 -0.00667847 -0.0196867 -0.0278787 -0.0417529 -0.0400252 0.00422201 0.000217863 0.00863655 0.0109941
internal_weight=4404.59 91.6875 83.5335 4312.91 77.8155 65.8364 41.3817 34.9179 11.9791 26.5506 5.71223 4304.95 171.229 162.786
internal_count=166675 2858 2338 163817 2299 1983 1244 1166 316 773 346 163537 3516 2694
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=15
num_cat=0
split_feature=21 50 37 26 52 48 52 14 51 36 21 66 43 18
split_gain=7.01486 7.4045 7.62882 7.22304 6.59106 7.05566 9.14 10.3974 8.69189 9.4412 8.68768 9.90719 8.79549 12.3484
threshold=0.31414473684210531 7.5000000000000009 13.594535032927812 0.32282691529173108 137.1634027777778 1.0000000180025095e-35 148.18532407407409 0.76734167186666735 3.7256208424938388 11.500000000000002 0.01709526592635886 2.61617037821207 2.5000000000000004 2.3540202557826002
decision_type=2 2 2 2 8 2 8 2 2 2 2 8 2 2
left_child=4 -2 3 -3 -1 6 7 -6 9 10 -8 12 -12 -14
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 11 -13 13 -15
leaf_value=-5.8153494564598026e-05 0.0017646866977673609 0.011661056541830368 0.0068964482457689567 0.05500110042977599 -0.0053711145523722232 0.0033459884836952291 -0.024463190032591856 -0.068322903501967 0.0062806668725912647 0.035810118278635727 -0.0039049133343374339 -0.0022824922533490406 0.0005330406807558107 -0.048334391516206866
leaf_weight=2758.6765670219115 673.32873237027343 20.518385585819487 97.548598505847622 18.312615855247714 13.575831174821362 186.69297614658717 87.631432498017148 12.036245707888154 109.3346276079028 10.404427708592264 47.282470527843543 288.96763204118906 18.888273923679662 39.815574342243053
leaf_count=93527 14494 1169 1427 355 1277 4668 18745 297 6100 383 3541 14207 2092 4254
internal_value=-0.000273287 0.0039259 0.0145056 0.0329678 -0.00122565 -0.00517437 -0.00770886 -0.0364106 -0.00643007 -0.00925605 -0.0102997 -0.00710331 -0.0201029 -0.0328655
internal_weight=4383.01 809.708 136.38 38.831 3573.31 814.629 627.937 25.6121 602.324 492.99 482.585 394.954 105.986 58.7038
internal_count=166536 17445 2951 1524 149091 55564 50896 1574 49322 43222 42839 24094 9887 6346
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=15
num_cat=0
split_feature=29 30 64 10 14 1 52 21 4 61 26 49 58 52
split_gain=7.80183 7.31643 6.91675 6.02303 10.3643 16.3539 11.7548 11.3678 10.0693 9.87489 9.438 8.92535 7.95889 7.0425
threshold=0.071574914011697327 1.2018179583961563 2.1383330595080281 0.82475803157490868 0.99615558511169133 25.500000000000004 825.74211226851855 0.44097222222222227 82.500000000000014 0.92950256516603458 2.1538313125362154 1.0000000180025095e-35 0.031717438769108465 279.2891782407408
decision_type=2 2 8 2 2 2 10 2 2 2 2 2 2 8
left_child=1 2 -1 4 10 6 7 8 -6 11 -4 -5 -10 -14
right_child=-2 -3 3 9 5 -7 -8 -9 12 -11 -12 -13 13 -15
leaf_value=-0.0019882018685907108 -0.039141316174733924 -0.082651975605877614 0.0026051880841830438 0.023095694520638713 -0.052053941215244141 -0.072042395864927569 -0.054182204357021438 0.017008084346704828 -0.033861064441994562 0.034297728397513057 0.022092358854347727 -0.011292528856354747 6.6288969557342181e-05 -0.018009951805729337
leaf_weight=2038.2478205039006 11.702820446545955 1.6694597825407971 1650.6818626745126 31.001592207932845 10.141802264493888 7.8245579970534882 10.172395843081175 65.502398126234766 20.200802732040756 36.314059203112265 63.593391438422259 45.019579937041271 380.93380669239559 61.758858314675308
leaf_count=90528 273 86 67585 253 182 133 96 550 457 394 696 479 3260 1702
internal_value=-1.26106e-05 9.97426e-05 0.000149671 0.00197821 0.00141611 -0.00450704 -0.00341469 -0.0023571 -0.00506887 0.0132281 0.00334055 0.00284885 -0.00392945 -0.00249039
internal_weight=4434.77 4423.06 4421.39 2383.15 2270.81 556.535 548.71 538.538 473.035 112.335 1714.28 76.0212 462.893 442.693
internal_count=166674 166401 166315 75787 74661 6380 6247 6151 5601 1126 68281 732 5419 4962
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=15
num_cat=0
split_feature=76 0 26 66 66 10 52 28 28 14 38 7 47 43
split_gain=7.52031 10.914 8.6848 13.4203 15.6786 10.0877 12.0451 10.1615 9.27304 9.05501 7.95964 7.43392 11.5369 8.89072
threshold=1.5000000000000002 44.500000000000007 0.36230384538807664 2.6669526156285897 2.2816620206286875 0.003999397962804848 1259.9584664351853 0.22379738130472146 0.48620257963965069 0.82979943044503213 17.500000000000004 0.20764235479931062 25.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 8 10 2 8 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 -5 7 -7 -9 -8 -1 12 -3 -13
right_child=-2 11 3 5 -6 6 9 8 -10 -11 -12 13 -14 -15
leaf_value=0.010272282351979521 -0.00040534892872223083 -0.041813420238704768 0.011130708790576071 -0.027676133700518669 -0.038733812880517304 0.018600335218685846 0.034291948109047198 -0.071517246050599212 0.019343962939916512 -0.04488591165523189 -0.033942504009510474 -0.087880842817632157 0.04544711909009206 0.0055884208060436001
leaf_weight=592.46248634098447 3496.8806447325769 28.655441154081018 24.242326753699672 19.31260298892812 42.201324560462126 129.35160058288602 3.8974938016290279 5.3121271138079447 4.4433781015686691 14.533351096897603 9.4044470114804408 1.7025033838617663 3.5065881188565973 42.414060055278242
leaf_count=24398 133513 1604 675 875 1525 1214 254 77 33 768 229 164 135 958
internal_value=0.000653888 0.00466979 0.0063081 -0.00165944 -0.0206452 0.00554958 0.0097716 0.0148348 -0.0321816 -0.0272394 0.00952625 -0.0133293 -0.0312159 0.000113434
internal_weight=4418.32 921.44 845.161 243.294 66.4437 176.851 157.538 139.107 9.75551 18.4308 601.867 76.2786 32.162 44.1166
internal_count=166422 32909 30048 5421 2200 3221 2346 1324 110 1022 24627 2861 1739 1122
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=15
num_cat=0
split_feature=39 1 32 66 48 28 7 28 4 45 22 22 14 52
split_gain=5.22149 6.76704 5.80198 4.81912 4.44175 9.34858 11.199 11.7024 8.93995 8.58917 8.84622 8.23882 11.3514 6.7647
threshold=2.5000000000000004 16.500000000000004 0.16044718663864152 2.4669910288227803 1.0000000180025095e-35 0.56831326725940989 0.99999984282388155 0.21834353724516478 102.50000000000001 1.0000000180025095e-35 0.079156223893066008 0.11834733893557424 0.99999997506830396 324.97410879629632
decision_type=2 2 2 10 2 2 2 2 2 2 2 2 2 10
left_child=2 -2 4 -4 -1 6 -6 9 -9 10 -8 -12 13 -13
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 11 12 -14 -15
leaf_value=-0.0006631170105973359 -0.039631017482588821 0.059025675359734235 0.0091469951725165598 0.050412810599080718 0.0076322670817304044 0.029960009110667749 -0.043915556272449058 -0.0053667540993186597 -0.073838417673161891 0.0012515889529971138 0.028639414451327744 -0.087374977885733549 -0.0041693489894134078 0.01460346120038309
leaf_weight=3176.0592409792334 13.214855295462256 1.0846320364180417 28.395557387528243 8.7149020867218479 519.43436082149128 30.136116460314952 20.238556914438959 9.5410436675883847 8.8779451583977771 536.93840686604381 12.382518338505177 6.344459342537446 40.525898394873366 1.7570319166406987
leaf_count=127049 12685 194 659 376 16665 448 313 110 199 6711 112 225 412 43
internal_value=0.000380508 -0.0287789 0.000481805 0.0199063 0.000312033 0.00292142 0.00219128 -0.00225327 -0.0404729 -0.00105098 -0.0160979 -0.00631074 -0.0156082 -0.0660837
internal_weight=4413.65 14.2995 4399.35 37.1105 4362.24 1186.18 1156.04 636.606 18.419 618.187 81.2485 61.0099 48.6274 8.10149
internal_count=166201 12879 153322 1035 152287 25238 24790 8125 309 7816 1105 792 680 268
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=15
num_cat=0
split_feature=21 31 28 40 43 32 27 50 50 11 51 45 15 17
split_gain=8.64048 8.07488 7.63582 6.5498 7.9729 7.32839 6.87324 10.8698 15.858 8.31546 7.21765 8.24972 7.86045 6.68824
threshold=0.51470588235294124 0.0077864462928444325 0.064887505479793509 1.0000000180025095e-35 2.5000000000000004 0.15550073834616265 0.070500928861604348 51.500000000000007 108.00000000000001 2.5000000000000004 1.4978661367769956 2.5000000000000004 3.389545033961094 0.8047619047619049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 -1 9 -9 -8 11 -11 -13 -6
right_child=2 -3 -4 4 13 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.0041295116471931478 0.017940120204590002 0.0054263452035224376 -0.020184957263376609 0.011663599073362648 0.00022711055215900915 0.023339014612005219 0.019776453345394508 -0.059488548514360196 0.029193802641062156 -0.024727687730684213 0.0015989460345002546 0.025890066576259349 -0.012658217813172407 -0.039116697516330984
leaf_weight=2054.0218859916477 102.47645659496629 496.51831707002566 14.197916087228803 201.15262178325793 273.6323814573625 26.991047402159893 56.587543427873243 15.672152385937808 6.5072846337279762 57.531894589916192 1048.121055954176 20.64460605441127 33.018882261123508 10.245347302148728
leaf_count=111898 1653 6266 248 8395 8743 1229 1894 783 262 1334 22035 573 471 1215
internal_value=-0.000198534 -0.000564155 0.0131686 -0.00134726 0.00407447 -0.00214055 -0.00235647 0.000586024 -0.0333328 0.00123162 0.000310167 -0.0117438 0.00237383 -0.00132516
internal_weight=4417.32 4300.65 116.674 3804.13 485.03 3319.1 3292.11 1238.08 22.1794 1215.9 1159.32 111.195 53.6635 283.878
internal_count=166999 165098 1901 158832 18353 140479 139250 27352 1045 26307 24413 2378 1044 9958
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=15
num_cat=0
split_feature=30 21 10 15 37 18 37 21 35 31 10 51 15 51
split_gain=6.68152 6.32979 8.1288 8.88582 11.8989 15.746 9.89019 9.73467 9.67415 8.53397 8.28762 7.94931 11.9377 10.077
threshold=1.2018179583961563 0.052177858439201454 0.41742857028158881 0.77117975970366526 5.7793480063986928 2.5701501479444411 5.6620377281437531 0.16530054644808745 1.0000000180025095e-35 0.15358084024960342 0.0089862848564764512 4.3107766033702406 0.95172013995111249 4.1820210059610323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 9 10 -7 -3 -6 13 -13 -5
right_child=-2 2 -4 11 5 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0023709996908458288 -0.063462296604596943 0.01249973226942637 0.0064459646341412996 -0.0019755350150182506 0.020704524022824747 -0.079659028981506896 0.070856931498220185 0.026809086283028007 -0.018169748747769512 -0.033718700923445082 -0.039420445154341094 -0.041852371310589324 0.0093091336055778056 -0.033547042419119058
leaf_weight=1486.4227742044441 3.1144300850573918 261.47676963416598 674.31907295197743 1604.7829833567448 8.5742482564746769 8.3594050810279459 6.0697161393181878 28.713940644811373 23.059238380752504 9.4411462570133136 13.731289493938673 10.973743982904123 246.06210741837276 24.684803511481732
leaf_count=79173 100 15627 7768 53096 239 288 62 470 611 113 368 547 7308 851
internal_value=0.000224754 0.000284153 0.00163599 0.000189614 0.00738342 -0.00921152 0.0123378 0.00796086 -0.0364824 0.010771 -0.0164117 -0.00118417 0.00697114 -0.00247409
internal_weight=4409.79 4406.67 2920.25 2245.93 359.426 82.4381 276.988 51.0195 31.4186 270.918 22.3055 1886.5 257.036 1629.47
internal_count=166621 166521 87348 79580 17778 1976 15802 1077 899 15740 607 61802 7855 53947
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=15
num_cat=0
split_feature=31 21 10 22 20 22 18 7 4 71 37 37 70 72
split_gain=6.49387 7.07365 8.05774 9.4257 8.77392 8.27858 7.58785 7.27698 7.02388 6.78377 6.60985 8.43624 6.32129 15.2665
threshold=0.050531270194272247 0.37797619047619052 0.0087663133544252248 0.21980676328502416 0.11583184257602865 0.36931818181818188 2.2417262651799552 0.22302016579119777 139.50000000000003 3.7726948748059121 27.868518071261821 2.6866697056753472 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 10 6 -6 8 -3 -7 11 -4 -1 -14
right_child=-2 2 4 -5 5 9 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0015622147210426693 0.0071204991256615616 -0.033912840423143346 0.013434110813040918 0.037701820666112044 -0.058216226221957802 -0.01788018353578117 0.010342738280702434 0.0165723955087425 0.044001525525692496 0.0074454753182762803 0.018898834241880939 -0.046374557209664512 -0.0040871209278035506 0.009973299813805377
leaf_weight=1244.468393258916 293.96927469920774 15.063812156280621 7.4008228944003376 36.243381630614749 3.121457311732228 62.178398340241984 246.56240159531444 43.744673041728674 2.6270651105442075 44.718509195605293 7.5642195231048381 22.145824607519899 2165.635308814718 210.98880186388487
leaf_count=56768 3305 1276 231 1051 159 895 3456 1296 57 727 93 539 92207 4564
internal_value=-4.58163e-05 -0.000559689 0.00506351 0.0178407 0.0018562 0.00428237 0.00925683 0.00570754 -0.0206075 -0.00731481 -0.0209564 -0.0314444 -0.00132393 -0.00283521
internal_weight=4406.43 4112.46 491.371 97.6789 393.692 356.581 249.684 61.4356 17.6909 106.897 37.1109 29.5466 3621.09 2376.62
internal_count=166624 163319 9780 3680 6100 5237 3615 2629 1333 1622 863 770 153539 96771
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=15
num_cat=0
split_feature=11 0 55 27 66 32 1 24 38 49 68 27 51 23
split_gain=5.72233 8.55602 10.9137 10.3999 7.1402 7.53297 6.99778 6.84666 6.6549 11.1509 6.45269 6.3729 8.8056 7.1628
threshold=1.5000000000000002 14.500000000000002 2.5000000000000004 0.0010708573260125454 3.7792921393166909 0.093321070920179452 12.500000000000002 0.048327087822651056 15.500000000000002 1.5000000000000002 11.500000000000002 0.0014313303450626225 4.3882378946731615 0.7400000000000001
decision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 5 -2 -4 -3 -1 -10 -11 12 13 -6
right_child=4 2 6 -5 11 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0067726394227293823 -0.0014615634920846316 0.015331384187576772 -0.010119153550626155 0.050554766059369607 0.0055880897916444671 0.027894618341632312 -0.058932686690577718 -0.022496703393644239 -0.076640633476952366 -0.024859573826465056 0.028261856440279405 0.013988857188624353 -0.073735909218823281 -0.045873336935694731
leaf_weight=635.49969168304096 3269.216889931824 74.544703299558023 139.52826165683882 12.22721369510691 64.369901621481404 21.001700356224319 6.8226590344347633 13.29847196821356 5.3252941315140587 11.656112557277085 9.4268528350512479 147.08479047214496 3.2606818516505873 6.541897812858223
leaf_count=22741 130167 947 7391 655 901 880 521 123 294 148 48 1579 77 120
internal_value=0.000235037 0.0037701 -0.00444952 0.00662795 -0.000680206 -0.00126576 -0.0127793 0.00941588 0.00574147 -0.0184148 -0.00090311 0.00799386 -0.00392224 0.000268674
internal_weight=4419.81 908.329 234.194 674.135 3511.48 3290.22 146.351 87.8432 661.908 26.4083 21.083 221.257 74.1725 70.9118
internal_count=166592 32868 8982 23886 133724 131047 7912 1070 23231 490 196 2677 1098 1021
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=15
num_cat=0
split_feature=21 76 73 49 59 64 1 52 38 38 50 21 22 51
split_gain=7.73502 11.4317 7.70964 11.5433 11.7644 8.77239 13.1277 8.43596 7.37453 8.93599 8.01219 8.3521 7.75262 8.17815
threshold=0.32738095238095244 41.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.93233666865052767 1.2424533248940002 9.5000000000000018 266.63509259259268 15.500000000000002 24.500000000000004 5.5000000000000009 0.44097222222222227 0.42261904761904767 2.3502401828962087
decision_type=2 2 2 2 2 8 2 10 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -7 -1 10 -10 11 12 13 -2
right_child=8 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00055944907424912112 -0.0033609047564366092 -0.029015457371754538 0.017433905831290571 0.016529859940614719 -0.01572982172305782 0.01990076598396387 -0.079713588905865398 -0.0088795848943874194 -0.012653341950568268 0.0044118688469913488 0.025667692166267964 0.015244930187446857 -0.049831599094655656 0.018287206855349705
leaf_weight=2834.8906676193183 179.3694623157462 34.908432430296671 58.769418046151259 154.72528633119509 113.48151578199031 36.75816535571721 2.6403163113282053 340.36589568018462 110.64240773938945 244.20493442550651 59.355723105123616 151.33353563316632 6.4754434356000266 56.55907159022172
leaf_count=120381 5467 935 1354 2445 3060 772 82 19784 1914 3458 1920 2981 233 1298
internal_value=5.27909e-05 -0.000945631 -0.000660846 0.00619692 -0.00139914 -0.0087051 0.0114171 -0.00145383 0.00446825 -0.000929718 0.00868849 0.00607034 0.000303515 0.00188407
internal_weight=4384.48 3576.54 3541.63 366.375 211.649 152.88 39.3985 3175.26 807.941 354.847 453.093 393.738 242.404 235.929
internal_count=166084 148813 147878 7713 5268 3914 854 140165 17271 5372 11899 9979 6998 6765
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=15
num_cat=0
split_feature=75 64 4 7 64 37 71 11 43 45 51 7 77 27
split_gain=6.25938 8.96167 10.9894 9.31297 6.56317 11.2901 10.1938 11.5812 9.73916 15.5899 9.83698 7.99096 7.76234 7.37929
threshold=6.1323122662398957 6.2275238364393255 112.50000000000001 0.7339123630966774 6.0038840187814424 35.587268030745307 2.0126758453675748 4.5000000000000009 1.5000000000000002 13.500000000000002 6.0100401799233785 3.4653852282237705 7.5000000000000009 0.022774189225144546
decision_type=2 10 2 2 8 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 8 11 -8 10 12 -6 -1 -10 -9
right_child=1 2 3 -5 5 -7 7 13 9 -11 -12 -13 -14 -15
leaf_value=-0.01506340427482987 0.011606616641701647 -0.05608183616866852 0.015137368443849967 -0.026695161826201092 0.012666127156256307 0.018542400609447968 0.0033426786150253401 -0.00885784414089014 -0.04473600494832089 -0.034149894210921593 -0.032343218953267951 0.017797404883182086 0.00045072919810434649 -0.001439101239306882
leaf_weight=206.69675150376634 227.7044317812979 9.5681298586059693 34.829445186522207 20.163236116350163 219.19898159799277 97.241661250729521 922.89984659449692 481.54760807101047 8.5947786210454051 33.510380730149336 11.905145801341858 19.47414164012298 1004.5589345939497 1099.3372424021363
leaf_count=8524 6770 337 881 324 15170 773 53983 29521 222 1458 196 183 21392 26846
internal_value=-0.000103624 0.00695347 -0.00938476 -0.00040349 -0.000607646 0.00220841 -0.00202631 -0.0011057 0.000951815 -0.001102 0.0102181 -0.0121681 2.36677e-05 -0.00370307
internal_weight=4397.23 292.265 64.5608 54.9927 4104.97 1375.01 2729.96 2503.78 1277.77 1046.66 231.104 226.171 1013.15 1580.88
internal_count=166580 8312 1542 1205 158268 39211 119057 110350 38438 23072 15366 8707 21614 56367
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=15
num_cat=0
split_feature=32 17 39 60 0 31 21 49 16 7 16 58 11 50
split_gain=5.53431 7.19173 6.86976 7.32767 7.83874 5.78983 5.34851 6.49761 9.94412 6.68893 9.41923 6.12123 5.98966 7.64821
threshold=0.093321070920179452 0.77638888888888902 1.5000000000000002 0.16452490801927153 60.500000000000007 0.22389529790019611 0.36038961038961043 1.0000000180025095e-35 0.98403386304188112 3.3024692212205946 0.55648517292936828 0.036440117854161978 41.500000000000007 84.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 12 -8 9 10 11 -9 -1 -14
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0011445021438110515 0.038286698478384007 -0.0029643368890701649 -0.023093810654091954 -0.054991019092994788 0.057781156972421956 0.012664901966313889 0.0070498072833660406 -0.043187193911091472 0.012414849119519948 0.012074452697473226 -0.027960155844654951 0.029146664363437748 -0.027799037760728978 0.047923217933734254
leaf_weight=3603.9647268799772 20.110512451516115 20.886188053598744 9.7489715889776125 10.93717573118033 3.1540605804821089 82.332518854760565 421.25675358521403 2.7744423383337553 53.86616973328637 19.395575609989464 68.044828185345978 12.764573575637767 34.430704660218908 2.7730955650331444
leaf_count=136886 841 790 8288 6007 511 649 8121 635 582 213 1510 383 816 94
internal_value=-0.000362674 0.0177008 -0.000537931 -0.0267569 -0.000590396 -0.000386437 -0.000644054 0.00381958 -0.00484587 -0.0139071 -0.0200076 0.0144013 -0.00135359 -0.0210482
internal_weight=4366.44 40.9967 4325.44 23.8402 12.903 4301.6 4219.27 578.102 156.846 102.979 83.5838 15.539 3641.17 37.2038
internal_count=166326 1631 164695 14806 8799 149889 149240 11444 3323 2741 2528 1018 137796 910
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=15
num_cat=0
split_feature=64 72 30 18 5 43 46 0 71 50 21 51 7 7
split_gain=8.25818 8.43901 7.86887 8.86803 8.90394 7.79364 9.15788 7.61006 7.34663 8.84353 6.25978 6.0271 6.22889 5.80295
threshold=1.8688348091416842 1.0000000180025095e-35 0.0013862261278514449 3.9303788752298559 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 34.500000000000007 6.8314139001060186 38.500000000000007 0.49074074074074076 6.3552297926935593 1.7076270908922997 1.8152460880821482
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 -4 13 10 -1 -2 11 -7 12 -10 -3
right_child=1 5 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0038390711819220264 0.00092538444144046504 0.024464059013284734 0.032728454510137131 0.011861503644734985 -0.033974108234568805 -0.049906284397183392 0.022741859974045264 0.0048635495685762295 -0.057040242678805753 0.010031507531322228 0.019839621074830123 0.0020698537020710627 -0.0028719742971071004 0.0049791308410686913
leaf_weight=1538.7873764066303 2222.0390436426419 86.651354233603342 4.7227934315160374 17.542994256480597 53.327023355061101 13.215605283559855 10.430997208983174 299.28694850704414 19.770110539931924 19.118127077184909 3.5608911691233507 9.9106064788793429 7.2763528605573802 68.857966532174032
leaf_count=71338 73957 1793 177 285 2947 588 168 11062 1664 1045 31 512 155 674
internal_value=-0.000613223 0.00130237 -0.00307592 -0.0187807 -0.028085 0.011611 -0.0127271 -0.00242018 0.000470824 -0.0172422 -0.0348191 -0.0312437 -0.0430893 0.0159233
internal_weight=4374.5 2460.83 1913.67 75.5928 58.0498 182.717 27.2075 1838.07 2278.11 56.0752 16.7765 36.9571 27.0465 155.509
internal_count=166396 80587 85809 3409 3124 3254 787 82400 77333 3376 619 2331 1819 2467
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=15
num_cat=0
split_feature=56 36 0 27 12 11 60 75 75 59 60 20 28 7
split_gain=5.26287 5.99695 6.51815 5.66067 4.8181 4.49543 4.36609 4.30724 7.67331 6.60528 6.44322 6.33249 5.62237 4.4626
threshold=4.5000000000000009 32.500000000000007 4.5000000000000009 2.4990549064008394 39.500000000000007 23.500000000000004 0.007744888427055399 8.0180705334065738 6.7522696937672704 0.10826371128380198 0.17460310163763362 0.049590163934426237 0.11204732471506394 0.015860720810319039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -2 -5 -1 8 13 12 -11 -9 -10 -8
right_child=4 2 -4 5 -6 -7 7 11 9 10 -12 -13 -14 -15
leaf_value=-0.020812308607668563 -0.0088028875272733714 0.037848722685107861 -0.051617574370450184 0.055087925623864636 0.028845450350835203 -0.0063137846932079791 0.022531703383020518 -0.040915701594815813 -0.03293627592685406 -0.018566560403829611 0.026602362501552224 0.024247248625162254 0.035090735161771532 0.00043026892684644679
leaf_weight=22.570087245061586 209.63350400688068 1.7795051401481021 9.0301588443398924 7.4950627243379113 7.8961900281137778 4.3020110582583584 21.970779571205185 12.575029976229418 10.451527624216395 8.2468785467208345 65.353905392636079 4.3805555490544057 3.2254716276947866 4015.4315757072459
leaf_count=8495 9266 26 323 128 167 124 2207 441 447 926 1194 162 206 142519
internal_value=0.000254053 0.00064873 -0.0349317 0.000749172 -0.00731053 0.033953 0.000646977 0.000768916 0.000875082 0.0154579 0.0213602 -0.0236677 -0.0155955 0.00055609
internal_weight=4404.34 4186.81 10.8097 4176 217.53 11.7971 4164.21 4141.64 4124.68 87.2778 73.6008 16.9556 13.677 4037.4
internal_count=166631 157198 349 156849 9433 252 156597 148102 147499 2773 2120 603 653 144726
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=15
num_cat=0
split_feature=31 21 34 43 27 16 76 71 38 61 34 49 66 47
split_gain=10.3448 5.67448 6.13508 8.34516 15.6947 10.4367 10.1292 11.299 9.15633 11.104 17.5869 9.11801 9.02905 8.75439
threshold=0.28851907148762895 0.44097222222222227 0.019417079603887191 2.5000000000000004 0.0056208247582955357 0.99234221648568954 2.5000000000000004 3.6242520361853052 16.500000000000004 0.54762608036444671 0.00062307228072928185 10.500000000000002 1.9507953669313272 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2
left_child=1 2 3 8 5 -5 7 -6 9 10 12 13 -1 -9
right_child=-2 -3 -4 4 6 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.030654954147718419 0.02223728794056545 0.006997166145383398 0.0078492354683407234 -0.0054313700474579981 -0.0059802853648768025 -0.024626686045989565 0.00022097481157146563 0.039540417944442713 -0.0027963638468656935 0.0092262276355106441 0.022466454869532644 -0.05557820368448621 -0.0026091417959811531 -0.017400108584918732
leaf_weight=29.945198819861162 53.392703056451865 293.47843435096365 223.11019317212777 1075.678595510708 34.502358679477766 74.937522729742341 819.9876400439789 55.673492596695723 656.72444753252239 601.607376761654 68.552879494123772 2.1663606677466296 399.34048645552684 7.0903689860278964
leaf_count=5777 502 5251 5660 53124 1516 852 20993 1623 13670 17940 3885 123 35001 370
internal_value=0.000567286 0.000295805 -0.000191491 -0.000662283 -0.00281245 -0.00670182 0.00205693 0.0170445 0.00187232 0.00466105 -0.000863129 0.0291845 -0.0046322 0.0329359
internal_weight=4396.19 4342.8 4049.32 3826.21 2070.04 1150.62 919.42 99.4326 1756.17 1099.45 497.839 64.9302 429.286 62.7639
internal_count=166287 165785 160534 154874 78601 53976 24625 3632 76273 62603 44663 2116 40778 1993
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=15
num_cat=0
split_feature=33 16 10 21 28 37 36 20 75 75 66 8 34 4
split_gain=7.10103 5.97832 8.29911 5.93888 8.3588 6.40964 5.29673 7.41866 5.42769 9.49616 8.33578 6.33938 11.4209 8.27075
threshold=0.1029235520891178 0.61745306402476807 0.016140704794662186 0.51470588235294124 0.096134514083980077 1.3325572406295993 33.500000000000007 0.19139194139194141 5.1957269410780187 5.1561734468561555 3.7366741968204482 0.80792001668783342 0.009096139656742162 166.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2
left_child=3 2 -2 6 5 -5 8 -8 9 -1 11 -10 13 -13
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 -12 12 -14 -15
leaf_value=-0.0010709997785130303 0.005797091687600924 0.021993475358914046 -0.044782018568977761 -0.0358650503437314 -0.029909777427655423 0.018795040985349579 -0.066291174403340772 0.011227713514763447 0.0073860967607883733 -0.046812889563031902 0.030710945793488122 -0.0045367756281271647 -0.040644158522562646 0.019115175774763335
leaf_weight=3596.6327411546081 11.68693240147695 6.2007229533046475 24.033668854564894 4.7804265666018173 10.20648275525309 93.110127683728933 6.1591025562083797 4.9838071761187166 315.23474776482544 10.38305044606386 26.668533922755159 201.92646328086266 17.818573248572648 44.193380983313546
leaf_count=144329 299 68 553 266 189 1369 294 78 14819 544 248 2497 315 580
internal_value=-0.000478244 -0.0207156 -0.0285265 -0.000277673 0.0112405 0.0157901 -0.000575027 -0.0335505 -0.000479866 -0.00121561 0.00389533 0.00260978 -0.00310116 -0.000229655
internal_weight=4374.02 41.9213 35.7206 4332.1 108.097 97.8906 4224 11.1429 4212.86 3607.02 605.842 579.173 263.938 246.12
internal_count=166448 920 852 165528 1824 1635 163704 372 163332 144873 18459 18211 3392 3077
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=15
num_cat=0
split_feature=11 57 38 18 35 20 21 24 14 1 14 16 33 37
split_gain=7.00386 8.69331 10.3502 9.6425 12.0846 10.6978 8.56348 8.03422 7.96659 8.17877 7.91259 7.53141 7.48771 7.04216
threshold=1.5000000000000002 21.500000000000004 8.5000000000000018 2.3132215177016575 4.5000000000000009 0.016530054644808747 0.070925553319919524 0.11348003765787708 0.86698723520260812 10.500000000000002 0.92471928157835104 0.63406580061265738 0.0085707689475504664 3.7356727485974015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 -5 10 -2 -9 -10 -3 -7 -8 -1
right_child=7 6 3 4 -6 11 12 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00042533859018693398 -0.0016968714419126315 -0.010549971591571438 0.010375551231138284 -0.059218893847404502 0.039869755689356037 0.015107538957750761 0.03159650863690696 0.029748153147017925 0.0084269430923570258 -0.033138240695179857 0.054011548114678599 -0.028938980550683592 -0.028749170556004913 0.0095973348146456017
leaf_weight=394.05620656378642 3330.187130290984 34.44895784320579 29.810707041858223 20.023542657625512 6.0181392393860724 13.445087720418085 65.725337610499992 37.774106913959258 92.477986888843589 12.558274229289962 4.480573565728263 29.679824855760671 4.8044096862431607 314.52501707638248
leaf_count=18020 131511 5118 689 683 51 153 2504 588 1199 174 68 270 82 5208
internal_value=-0.000171306 0.00371289 0.00191087 -0.0131541 -0.0232987 -0.0298465 0.01687 -0.00119767 0.010374 0.0031917 -0.00195272 -0.0151754 0.0271414 0.00403078
internal_weight=4390.02 917.018 807.559 98.9773 69.1666 63.1485 109.459 3473 142.81 105.036 38.9295 43.1249 70.5297 708.581
internal_count=166318 32846 25074 1846 1157 1106 7772 133472 1961 1373 5186 423 2586 23228
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=15
num_cat=0
split_feature=32 51 21 38 51 17 60 35 66 66 51 43 16 35
split_gain=6.67632 5.50921 5.83395 6.174 9.31427 12.1625 12.1376 8.20399 7.48757 6.63834 7.10771 6.46041 9.09305 7.42328
threshold=0.093321070920179452 1.2424533248940002 0.31009615384615391 8.5000000000000018 1.8688348091416842 0.083920187793427234 0.15370197344072226 13.500000000000002 2.2398827525605096 2.2928803693022375 2.249904835165133 4.5000000000000009 0.99667709291452389 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 10 10 2 2 2 2
left_child=1 -1 -3 4 6 9 -4 11 -7 10 -6 -5 13 -13
right_child=-2 2 3 7 5 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0037130969071990753 0.020063229687061084 0.00018829921241843284 0.029349437914075661 0.0010713286254866415 0.038493512471612701 0.034126371954634312 -0.02762853294499203 0.013235635747347291 -0.0048138624243887276 0.040871342093662937 -0.071181558918665663 -0.044674685291791437 0.021144506520375472 0.0038070066622531576
leaf_weight=737.45860647104928 41.814247498827172 3072.9523936595542 13.614696341464876 207.93982737470651 1.9410475473850954 15.556559563221525 25.054928739060415 116.05369049232104 47.7929902713513 56.449104841740336 2.0978344153263606 26.041738290979993 10.155734330357516 10.942204465740359
leaf_count=41247 1672 112631 645 3290 18 608 790 1534 2082 460 66 748 122 186
internal_value=0.000415369 0.000221671 0.00102704 0.00584752 0.0139439 0.0205936 -0.00733373 0.00227442 0.0051303 0.0364417 -0.0212939 -0.00274482 -0.019251 -0.0306081
internal_weight=4385.87 4344.05 3606.59 533.64 162.507 123.838 38.6696 371.133 63.3495 60.488 4.03888 255.08 47.1397 36.9839
internal_count=166099 164427 123180 10549 4669 3234 1435 5880 2690 544 84 4346 1056 934
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=15
num_cat=0
split_feature=40 17 37 10 15 24 75 52 10 50 10 7 15 16
split_gain=6.18654 10.582 7.23801 9.36671 7.54748 7.09383 7.5887 8.24329 11.4377 8.02559 7.64652 15.6014 11.9793 10.8901
threshold=1.0000000180025095e-35 0.42678571428571432 0.81336971868400165 0.0004808874998641415 0.59319866952516309 0.11348003765787708 1.4978661367769956 26.025138888888893 0.49360650900570241 29.500000000000004 0.22679714226504991 1.0754741943111905 1.7047110317099194 0.41375690576524143
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 9 -8 -9 10 -1 -12 13 -13
right_child=1 -3 4 -5 -6 -7 7 8 -10 -11 11 12 -14 -15
leaf_value=0.0002303771455798777 -0.025144414322327415 -0.011417558174487167 -0.021228415092845083 0.034459833281569242 0.0069853154778015533 0.0097047722859046597 -0.00033060022408979177 -0.010155852776216501 0.0023081324048104522 -0.023694984160391869 0.02266463850883832 -0.0039367041974973874 0.0082790094694539899 -0.051105608416706583
leaf_weight=1227.758537196356 7.0413454375375286 86.004388499473862 24.079432736441959 41.878634394015535 444.12819041159673 155.51786336822261 1146.686723043953 660.89844600343713 254.51546519284602 30.063344002935992 123.57112491998851 36.752441411750624 120.79342210886534 17.485953165101819
leaf_count=58856 1097 5565 524 2308 10063 2067 38929 38507 3181 1718 1663 403 1202 268
internal_value=3.46062e-05 0.00473238 0.00743516 0.0255488 0.00549216 -0.000717202 -0.00116768 -0.00315632 -0.00669171 0.0014674 0.00197819 0.00913987 -0.000483022 -0.0197934
internal_weight=4377.18 603.132 517.128 48.92 468.208 3774.04 3618.53 2062.1 915.414 1556.42 1526.36 298.603 175.032 54.2384
internal_count=166351 19557 13992 3405 10587 146794 144727 80617 41688 64110 62392 3536 1873 671
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=15
num_cat=0
split_feature=33 57 21 28 10 52 51 43 50 28 18 49 49 66
split_gain=5.7159 6.97516 5.14301 7.51491 5.19913 4.88996 4.7566 6.39824 13.3766 12.0694 10.4412 10.3151 7.38967 10.2643
threshold=0.082481469094067977 11.500000000000002 0.55050505050505061 0.096134514083980077 0.058029371916249919 3.8753067129629635 0.89587973461402759 2.5000000000000004 1.0000000180025095e-35 0.21469825165860923 3.8885664744756077 3.5000000000000004 1.0000000180025095e-35 2.6112852179610742
decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 10
left_child=2 5 6 -4 -5 -2 7 10 12 -10 -1 -11 13 -9
right_child=1 -3 3 4 -6 -7 -8 8 9 11 -12 -13 -14 -15
leaf_value=0.0092867677140665555 -0.049997429983591579 -0.038537456635228409 0.015614516980720403 0.020451943316016578 -0.053200775602287753 0.0087167843324452536 0.00075671701289981995 -0.053044721191146109 -0.0062877019510279315 0.043006526449120994 -0.048461959851630196 -0.026449275216696173 -0.062066276232275036 -0.0080166834634185866
leaf_weight=112.96716455386013 3.1561974990181652 19.991143898259907 94.723377674104995 2.9388120440999028 6.1939232111908495 23.160275226458907 3768.0013256496441 15.899429733011855 244.27879331121585 22.341771497507583 7.4142311755858819 6.1916956165223374 11.204115463740889 52.348425725922425
leaf_count=16575 58 703 1587 75 113 340 130521 1671 10933 343 249 352 640 2186
internal_value=0.000245656 -0.0170405 0.000433786 0.0113728 -0.0298208 0.000102528 0.000163264 -0.00455944 -0.00795488 -0.00266097 0.0053601 0.0275495 -0.0258734 -0.0191212
internal_weight=4390.81 46.3076 4344.5 103.856 9.13274 26.3165 4240.65 472.646 352.264 272.812 120.381 28.5335 79.452 68.2479
internal_count=166346 1101 165245 1775 188 398 163470 32949 16125 11628 16824 695 4497 3857
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=15
num_cat=0
split_feature=64 62 20 36 35 72 29 9 45 8 21 61 45 51
split_gain=6.41455 6.97806 8.85763 6.3304 7.92088 6.07117 7.95936 7.85912 7.89727 7.25127 6.83425 6.41825 7.25409 6.4828
threshold=1.8688348091416842 0.14578094297038055 0.20416666666666669 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 0.028845637485057331 6.5000000000000009 2.5000000000000004 0.21851064755979391 0.55050505050505061 0.58514068887064563 4.5000000000000009 4.6101453514146771
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 9 -9 -7 -2 12 13 -11
right_child=5 2 -4 -5 -6 6 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0019574398704010477 2.3291613173580868e-06 -0.0048339849982048091 -0.037699968274949258 0.014599268253852733 -0.051302051313732534 0.043215274862796207 -0.049799578036714282 -0.055298263380274638 0.010284724345868541 -0.0049761164536432315 0.016594984390772765 0.017904081186964078 0.016957562152016242 -0.061435631495741029
leaf_weight=1814.6992864907975 2196.7585881437085 39.220822025250527 29.92074602766661 24.626270713313716 11.071898960100951 19.377202540556027 4.4353851892519733 7.3805520320238456 9.5787218910991196 14.963318946771325 62.862288713658927 98.592065393415396 18.445484281575773 6.8598733826656817
leaf_count=84430 76433 683 434 280 145 593 58 584 585 190 919 944 196 97
internal_value=-0.000524956 -0.00268646 -0.0151675 -0.00579058 -0.0158646 0.00117641 0.00999729 0.0117852 -0.0197464 0.0152674 0.000471071 0.0110863 -0.00563535 -0.0246377
internal_weight=4358.79 1919.54 104.84 74.919 50.2927 2439.25 179.633 175.197 16.9593 158.238 2259.62 138.861 40.2687 21.8232
internal_count=166571 85972 1542 1108 828 80599 3247 3189 1169 2020 77352 1427 483 287
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=15
num_cat=0
split_feature=45 50 22 50 22 0 49 50 7 37 0 8 66 68
split_gain=5.86634 8.29818 7.83252 7.80421 7.70858 7.86985 7.26236 6.3325 9.98617 7.52228 8.95225 7.99222 6.92052 7.08989
threshold=1.0000000180025095e-35 25.500000000000004 0.04124149659863946 226.50000000000003 0.021054964539007095 35.500000000000007 29.500000000000004 3.5000000000000004 1.1993164075452662 6.7988762128429867 5.5000000000000009 0.59380453700676539 2.5257482426970279 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2
left_child=1 6 4 -4 -3 -6 7 8 12 -10 -11 -12 -1 -14
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 11 -13 13 -15
leaf_value=-0.014057689821597509 0.00096581045645002274 -0.017291250649343708 -0.032057436842342572 0.075226187033732989 -0.043732803475050902 0.070842558088463611 -0.049878153421290011 0.0031459230196426123 -0.069411950045788859 0.024635138078654514 0.036748498932395041 -0.025919101252171492 -0.00060265592973907491 0.025885356769325449
leaf_weight=86.029581667643924 3462.7599676895138 10.57450420035457 53.12224713368596 0.82690905439085227 1.2074870291980904 5.5287015434259956 6.8934265015413976 371.58801903332278 6.2095591491379301 11.112330841773653 4.6004052491334724 73.145391814061441 242.9462413446563 27.18931301178236
leaf_count=5688 126840 597 3210 23 74 171 688 16331 251 148 92 1013 8608 2652
internal_value=3.05234e-05 -0.0035612 -0.019814 -0.029074 0.0090566 0.0473063 -0.00214316 -0.00168319 -0.00565809 -0.0199653 -0.0157758 -0.0217913 -0.00179402 0.00214902
internal_weight=4363.73 900.974 71.2598 53.9492 17.3107 6.73619 829.714 822.821 451.233 95.0677 88.8581 77.7458 356.165 270.136
internal_count=166386 39546 4075 3233 842 245 35471 34783 18452 1504 1253 1105 16948 11260
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=15
num_cat=0
split_feature=8 7 52 8 21 71 8 51 18 36 37 16 22 28
split_gain=5.45749 5.22491 8.37888 7.88603 5.41002 7.16968 5.01127 7.11968 7.9524 9.10925 11.3703 9.0122 8.6206 6.74435
threshold=0.007744888427055399 0.015860720810319039 0.87509837962962977 0.01321295453356325 0.32738095238095244 6.6073254057471518 0.93235430295989363 0.89587973461402759 2.3652548450850461 1.0000000180025095e-35 1.6454301215819218 0.89368265336789487 0.22474747474747478 0.44821490856411605
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 8 -6 10 -10 -11 13 -12
right_child=1 4 3 -5 5 -7 -8 -9 9 11 12 -13 -14 -15
leaf_value=-0.024068448416284881 0.065249337474055411 -0.00026749119859213955 0.034042811363835052 -0.033970127940214562 0.043076894026305795 0.039219062128310257 -0.00054232823801299431 0.011456480623965704 0.012030190612049482 -0.028636336563540268 -0.045137331423684132 0.048735799257502398 0.00054840587374833949 0.026064217635499987
leaf_weight=21.353468664715365 7.1376879973695422 3535.1847974115099 8.0600073162058816 7.0513570127131961 7.5861881382443235 13.429576983326113 375.74418421712471 299.52732245696825 29.193059421395446 4.587943957536484 36.109360201036907 11.63139884918928 20.717321019154042 3.0121611277572802
leaf_count=8731 219 138435 726 1290 383 297 4750 7950 1443 299 1244 85 520 33
internal_value=0.000574418 0.00070063 0.0243408 0.00216757 0.000573763 0.00427983 0.00363551 0.00743443 -0.00324898 -0.00696201 -0.0132765 0.0264576 -0.0256174 -0.0391422
internal_weight=4380.33 4358.97 22.2491 15.1114 4336.72 801.539 788.109 412.365 112.837 105.251 89.0319 16.2193 59.8388 39.1215
internal_count=166405 157674 2235 2016 155439 17004 16707 11957 4007 3624 3240 384 1797 1277
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=15
num_cat=0
split_feature=75 28 11 27 7 17 18 4 52 37 51 64 21 1
split_gain=5.77569 6.9666 5.92542 9.00936 8.82784 11.5144 15.0981 10.8719 12.7993 17.2384 18.1608 9.88132 9.54631 8.51669
threshold=5.9801499880778026 1.2544338100689745 1.5000000000000002 0.070500928861604348 1.3680003012745166 0.036700336700336705 2.1725785360784529 102.50000000000001 137.1634027777778 55.233199552931175 4.3241107269113215 3.5694334999727624 0.091608391608391626 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 8 2 2 10 2 2
left_child=2 -2 13 -4 -5 7 -7 -6 11 10 -10 -9 -12 -1
right_child=1 -3 3 4 5 6 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.0054262457528950377 0.0074951445488145646 -0.066010378859439098 -0.0032268692026830902 0.0065953093538284428 0.0052370275507279667 -0.042844611326075234 0.022438663728889873 -0.0016193091738931295 -0.075752525537641197 0.00099730456488338298 -0.048889109911843844 -0.030037079118946056 0.021939458770927751 -0.0091491554890022319
leaf_weight=780.20269752178046 331.54585353243601 2.2637071156932498 1896.8846189046071 602.27233367676854 195.46003880735952 9.0561750698252563 77.158258266223129 274.839916921861 24.180765699828044 29.772048159968108 7.3488517454825368 33.4409148034174 10.139127518050371 114.05244207255691
leaf_count=27544 9526 129 96825 18659 2359 461 1493 3371 400 339 95 356 93 4919
internal_value=0.000489326 0.006801 -3.18273e-05 -0.00104868 0.00222096 -0.0017663 0.0151685 -0.0043266 -0.00925026 -0.0281692 -0.0485435 -0.00478909 -0.00885881 0.00355917
internal_weight=4388.62 333.81 4054.81 3160.55 1263.67 661.396 86.2144 575.182 379.722 71.4408 41.6687 308.281 17.488 894.255
internal_count=166569 9655 156914 124451 27626 8967 1954 7013 4654 927 588 3727 188 32463
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=15
num_cat=0
split_feature=64 52 64 51 58 58 51 8 10 64 10 47 58 15
split_gain=5.44686 7.89276 6.22628 6.45504 12.2484 7.92513 7.76707 8.50513 8.49439 7.62136 8.0272 8.43043 8.59454 10.5848
threshold=6.2095950515606413 54.447042824074082 1.8688348091416842 5.5928491800563487 0.67657397804701225 0.39566413821925267 2.249904835165133 0.17460310163763362 0.0061100404285649871 3.4498615536424366 0.41742857028158881 5.5000000000000009 0.18975082713596111 3.2452191264244319
decision_type=10 8 8 2 2 2 2 2 2 10 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 8 -4 10 -9 12 13 -12
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.0018219283027953556 -0.024967896036791691 0.014825167989496617 -0.0023859715328947025 -0.0092547958360186013 0.014809625105203445 -0.041295067148106095 0.00519812029941013 -0.0045818170313490728 0.017705517571713021 -0.022046068860755962 -0.065915697775348406 0.02046417813924753 0.0074792449254821843 0.017817814511660899
leaf_weight=1923.854309355318 45.877147660423361 16.216403698548675 101.09959295977933 94.5620467943736 43.586938348656986 23.57078112551244 1297.1455536719477 541.09632592931121 108.20637498036012 49.931479855098587 9.544526116747873 71.686795019719284 35.200022536344477 5.3281336114741853
leaf_count=85670 1232 335 13812 4695 343 438 34962 15974 5775 1343 132 757 359 38
internal_value=7.92807e-05 -0.0145052 0.000292971 0.00200189 -0.00761274 -0.0159407 0.00270564 -0.000802463 0.00803567 -0.00340535 -0.00197009 0.00957912 -0.00610008 -0.0366855
internal_weight=4366.91 62.0936 4304.81 2380.96 161.72 118.133 2219.24 922.093 209.306 712.787 662.856 121.759 50.0727 14.8727
internal_count=165865 1567 164298 78628 5476 5133 73152 38190 19587 18603 17260 1286 529 170
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=15
num_cat=0
split_feature=32 39 15 18 52 31 51 36 18 51 20 52 37 0
split_gain=5.44157 7.4003 7.02737 6.46905 5.33323 4.85006 7.27218 6.35288 8.15821 11.5985 9.3056 6.39135 8.86782 8.41635
threshold=0.15550073834616265 1.5000000000000002 2.1180726723370866 2.3652548450850461 2.2379050925925932 0.026011636959907224 6.8167352807642407 1.0000000180025095e-35 2.0613465208983164 4.3882378946731615 0.16397849462365593 51.012251157407412 19.650567171249737 9.5000000000000018
decision_type=2 2 2 2 10 2 2 2 2 2 2 10 2 2
left_child=1 5 -3 4 -2 6 -1 11 9 10 -9 12 13 -7
right_child=3 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00074988258129723593 0.013319299577350542 -0.048728448682265155 0.0078122565585980498 0.041382749623453743 -0.043001848538668397 0.0095753011497878276 0.023287888896810299 -0.05918786597910513 0.0047806399968191764 0.0039898252468819504 0.027060078007612027 0.023027514381272797 0.039007885871197551 -0.017707735305457432
leaf_weight=3887.2911715263199 17.299481510824993 14.011118250013171 8.2821884945406037 16.301407321181614 4.4566999394737641 80.425279206829146 30.721391003142344 18.099294412939347 125.3869771483005 24.336540704534855 3.13261775067076 72.672899600991514 15.634601121884769 42.297858393285424
leaf_count=144846 726 12891 2019 769 104 662 1088 292 1546 288 25 625 171 379
internal_value=-1.51084e-05 -0.000182953 -0.0282894 0.0185641 0.000399368 -3.06922e-05 -0.000555507 0.0053397 -0.00182209 -0.0197028 -0.0458178 0.0111227 0.00474925 0.000104787
internal_weight=4360.35 4322.29 22.2933 38.0576 21.7562 4300 3918.01 381.986 170.955 45.5685 21.2319 211.031 138.358 122.723
internal_count=166431 164832 14910 1599 830 149922 145934 3988 2151 605 317 1837 1212 1041
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=15
num_cat=0
split_feature=70 71 62 66 66 45 27 26 29 12 21 45 47 43
split_gain=5.22044 10.8252 8.9047 8.18045 7.00221 8.24991 12.6424 6.81658 6.80773 10.1443 6.67806 6.32564 11.9828 8.06911
threshold=1.0000000180025095e-35 4.6681339642869872 0.1257408755769851 3.1121825093970821 3.2300007127997747 2.5000000000000004 0.0014313303450626225 4.0008691918854398 0.042811226484691593 44.500000000000007 0.070925553319919524 1.0000000180025095e-35 20.500000000000004 2.5000000000000004
decision_type=2 2 2 8 8 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 6 -6 11 -3 -10 -8 12 13 -2
right_child=2 8 -4 -5 5 -7 10 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0019039613723135164 0.0032156617595445504 0.0082094419957351866 0.015454608886005576 0.0012261255952792239 -0.033673295014667079 0.00096867031541592551 -0.016936048452498201 -0.054531903089710801 -0.08536068769034183 0.043168193467683164 0.010867789962975521 -0.0023878734670219107 -0.064192365399477577 -0.013986523059018003
leaf_weight=593.83444219840521 99.849086470660041 565.22926127535538 75.566966017620871 1237.8199108242197 58.616009253711582 140.94157464783348 43.784619577647391 5.7010565432719877 3.5162032290972993 1.5765355126932261 40.770612009313481 1274.5501495932522 8.9951661427039635 211.70815200390643
leaf_count=29663 4358 21601 753 35051 2329 4967 2339 84 155 23 933 53520 521 10320
internal_value=-0.000153361 0.00229922 -0.0013726 -0.00182584 -0.00118545 -0.00762678 -0.0160364 -0.00418506 0.00765618 -0.0450178 -0.00355934 -0.00397106 -0.010239 -0.00848085
internal_weight=4362.46 1448.27 2914.19 2838.62 877.947 284.113 143.171 1600.8 570.322 5.09274 84.5552 1595.1 320.552 311.557
internal_count=166617 62010 104607 103854 40231 10568 5601 68803 21779 178 3272 68719 15199 14678
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=15
num_cat=0
split_feature=21 49 71 51 18 18 22 47 75 18 0 4 46 29
split_gain=5.40049 6.1819 7.93415 7.38217 7.40145 7.43117 7.99981 7.63832 6.31442 6.16765 6.14521 5.99295 7.12032 5.74551
threshold=0.016001024065540197 61.500000000000007 5.6436769842906767 6.0461887465411452 3.5373381261861438 3.4156926079047536 0.17519181585677754 16.500000000000004 4.3372693810700085 2.9511765086925306 5.5000000000000009 128.50000000000003 1.0000000180025095e-35 0.025417190035789256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 -9 -8 -5 12 -12 -2
right_child=13 -3 3 10 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0014153450381087292 0.00093857893418685637 0.020502406883843968 -0.0082177866256173491 0.036078723356024668 0.0080802919534164446 -0.070005790930322317 -0.028984767502482536 0.025964160654612052 -0.026673264818394934 -0.070573907876974873 -0.037360832424865258 -0.018341103959317227 0.056666232316900704 -0.02158344351957199
leaf_weight=755.57900780484124 3290.4270527435892 25.423722935884143 109.46130104734038 12.108900469622311 28.823952037608251 5.9547876254655412 38.15346992436389 8.9643663900424162 12.341086593129146 12.126734056610074 2.0675933757156626 21.728311403872794 5.7255996630556183 27.564280768609024
leaf_count=45967 101265 1524 9679 419 432 203 2692 463 417 445 455 1234 128 1035
internal_value=-0.000239992 -0.00338494 -0.00400406 -0.0115665 -0.0152751 -0.0188988 -0.0168426 -0.0297358 -0.00435472 -0.040196 0.00756729 -0.00492622 0.0303083 0.00074503
internal_weight=4356.45 1038.46 1013.04 257.456 215.826 187.002 181.047 71.5857 21.3055 50.2802 41.6304 29.5215 7.79319 3317.99
internal_count=166358 64058 62534 16567 14331 13899 13696 4017 880 3137 2236 1817 583 102300
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=15
num_cat=0
split_feature=75 14 37 16 7 8 51 4 51 38 7 8 50 14
split_gain=5.52782 8.49077 9.96458 8.99649 9.97784 8.683 6.82411 9.09526 7.24651 7.09865 9.01231 6.78787 6.06718 5.88976
threshold=5.9801499880778026 0.85532703628841389 32.760660936584223 0.52289145156798911 1.0206462032640122 0.43341477647948573 6.3279304061375017 191.50000000000003 4.2268071048866842 14.500000000000002 0.21261480185967233 0.79404134620099076 11.500000000000002 0.61121423514086504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 -2 10 -10 -4 -5 -7
right_child=1 2 11 12 -6 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00068538291995032339 0.020272441656934773 -0.0020753746435540426 -0.052180759333056242 -0.025233435904271753 -0.065798623258689973 0.0038186909033170267 0.046378492132171843 -0.039517817355567586 0.0089914992053420767 0.019077423602135102 -0.0443566242589441 0.0079927801057907959 0.035526396371328491 0.033626652221056118
leaf_weight=4026.0746774258732 42.20996728616592 9.9841290325857717 3.9311863845214239 6.8713334942003694 15.250444101577157 23.464422792312689 7.5677766007138407 11.806361466762608 13.355943041893626 15.166930446896002 17.465650939288025 96.543524583335966 7.6496162551920861 57.800650548699195
leaf_count=156752 2074 194 55 144 406 457 379 944 1194 587 1218 1121 98 851
internal_value=-0.000175561 0.00604518 -0.00326455 -0.0241289 -0.0416265 0.0129393 0.00355231 -0.000115609 0.00554272 -0.00812047 -0.0216832 0.0051474 0.00700143 0.025171
internal_weight=4355.14 329.068 140.23 39.7555 25.2346 188.838 107.573 100.005 88.1985 45.9885 30.8216 100.475 14.5209 81.2651
internal_count=166474 9722 2018 842 600 7704 6396 6017 5073 2999 2412 1176 242 1308
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=15
num_cat=0
split_feature=10 10 45 64 45 11 43 55 51 50 49 51 66 50
split_gain=7.68317 16.8194 10.0807 10.7227 10.5365 9.18016 9.12392 8.19088 9.1098 8.61962 10.7707 7.7073 8.23063 7.42697
threshold=0.063174667185392885 0.10814865542547904 7.5000000000000009 4.4829865921051741 3.5000000000000004 10.500000000000002 2.5000000000000004 10.500000000000002 3.9415346756528771 2.5000000000000004 12.500000000000002 4.6681339642869872 2.4954519859161208 38.500000000000007
decision_type=2 2 2 8 2 2 2 2 2 2 2 2 8 2
left_child=2 7 4 5 6 -4 -1 8 9 -2 13 -10 -13 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.0061119904703613101 -0.010476895337643177 -0.00047370555855155672 -0.026936187261509245 0.0013832436793509643 0.0097643881063862736 0.0043620617362902063 -0.0024768946464962215 0.025159848934491698 0.013724141708332053 -0.036833297921861741 0.042404176133591487 0.016319084297112346 -0.025419653563225387 0.015544650704303204
leaf_weight=519.74197908915085 127.004313251236 1979.2464084722887 84.353190399437153 165.3107405167616 469.4015643217972 31.945897682118812 760.26292119314894 13.067145253149645 45.43263962684432 94.476580010858015 4.1055950148147522 15.706349700602003 40.568381907622097 6.7479116611139025
leaf_count=31627 3382 29955 10381 12735 24501 1719 45174 419 1087 3057 152 568 1426 180
internal_value=-0.000295228 -0.00225654 0.00195129 -0.00681268 0.00336515 -0.0183751 0.00101264 -0.0123919 -0.0139315 -0.0193751 -0.0299048 -0.00142904 -0.0136888 -0.0332237
internal_weight=4357.37 2326.36 2031.02 281.61 1749.41 116.299 1280 347.109 334.042 232.334 105.33 101.707 56.2747 101.224
internal_count=166363 40226 126137 24835 101302 12100 76801 10271 9852 6771 3389 3081 1994 3237
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=15
num_cat=0
split_feature=18 7 18 22 3 11 52 43 51 44 75 51 26 26
split_gain=5.01731 6.62113 11.6366 10.6885 7.40197 7.00627 8.42136 11.0455 12.4132 8.20693 7.31217 7.27763 10.226 9.86813
threshold=3.1136509411065041 2.0463306187326116 2.048719255760147 0.42261904761904767 1.5000000000000002 2.5000000000000004 21.243067129629633 5.5000000000000009 3.4498615536424366 65.500000000000014 6.0764941372188597 2.1383330595080281 0.21994602640025993 0.27353259806947589
decision_type=2 2 2 2 2 2 10 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 7 9 -9 -1 -7 -8 -13 -14
right_child=-2 2 3 -5 -6 10 11 8 -10 -11 -12 12 13 -15
leaf_value=-0.0072293348599916903 0.0018335461152698095 -0.058147692357091732 0.016131824145417206 -0.0531636924428045 0.020801210885523405 -0.0057071349406121246 -0.001017264347743864 0.028366710255511116 -0.041720272369551711 0.037667723208997382 0.0057232711131605255 0.018915576815183882 -0.036420906325796164 0.0051759527343196825
leaf_weight=449.87490928268107 1703.5092642106856 8.9331596505362523 126.88556797997444 4.8572768472949965 3.6281004657503209 1304.186258699996 260.88247716459227 42.69334696542137 6.4787720389431334 9.4337075386720226 155.90713513252922 160.84659889595787 15.134364623285363 121.59434720585705
leaf_count=24681 36255 365 1553 81 84 72618 11046 1034 175 271 5796 9181 705 2572
internal_value=-0.000286208 -0.00163815 0.00874244 0.0131957 -0.0354923 -0.00223415 0.000845405 -0.00380602 0.0184848 -0.00622737 -0.00448353 0.0050798 0.0104106 0.000340629
internal_weight=4374.85 2671.34 144.304 131.743 12.5613 2527.03 1066.94 508.481 49.1721 459.309 1460.09 558.458 297.575 136.729
internal_count=166417 130162 2083 1634 449 128079 49665 26161 1209 24952 78414 23504 12458 3277
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=15
num_cat=0
split_feature=30 27 18 38 52 7 29 21 18 44 22 44 26 37
split_gain=6.85156 7.84478 7.8463 8.44368 7.46143 8.11731 6.90612 6.21445 9.57547 8.79993 8.11625 9.87305 9.02231 8.23868
threshold=0.086290155217743456 0.70147835114941726 2.1452985986443802 18.500000000000004 198.96023148148151 1.7076270908922997 0.067354115278581109 0.049590163934426237 2.802499405175277 148.50000000000003 0.21980676328502416 16.500000000000004 0.21994602640025993 40.595802075584821
decision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -2 7 -1 9 10 12 -12 -9 -13
right_child=4 2 3 -5 -6 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=-0.0030864031626180368 -0.025291924368115622 -0.033879084558753762 0.042913338924024415 0.0085954220750333564 -0.052129486773337376 0.0063817204738896979 -0.051266896139183754 0.00065998790286956146 0.0034183009707082208 0.049305671100341321 0.0090410245669053629 -0.05659388362539354 -0.0096763771202205383 0.010011344070537007
leaf_weight=1331.0639227945894 36.638959588024591 8.5515995611494855 19.554890344414162 147.98143711240846 10.173676261143553 43.048809214029461 5.6523840980225932 374.16551965762119 1688.9840700134318 7.1030373777612104 194.03124359181675 10.083267126265129 483.11270289653112 7.5412462819367638
leaf_count=74615 1696 830 551 2173 615 521 176 25667 40088 138 6612 458 12211 53
internal_value=-0.000207278 8.12836e-05 0.0103849 0.0128319 -0.0137939 -0.0083142 -0.000363474 -0.000280734 0.00107052 -0.00261438 -0.00300514 0.00574424 -0.00516948 -0.0290872
internal_weight=4367.69 4277.83 176.088 167.536 89.8614 79.6878 4101.74 4096.09 2765.02 1076.04 1068.93 211.656 857.278 17.6245
internal_count=166404 163572 3554 2724 2832 2217 160018 159842 85227 45139 45001 7123 37878 511
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=15
num_cat=0
split_feature=52 0 71 45 50 21 0 47 15 52 0 21 18 11
split_gain=6.02021 11.2458 7.8127 6.25299 7.3509 8.31365 9.0046 6.20208 7.71943 14.2543 7.42019 7.13518 13.486 13.8965
threshold=0.87509837962962977 48.500000000000007 7.0634760624301212 2.5000000000000004 7.5000000000000009 0.018350168350168353 61.500000000000007 3.5000000000000004 2.6218393798133826 1.7361111111111114e-05 4.5000000000000009 0.091608391608391626 2.5546266172764889 6.5000000000000009
decision_type=10 2 2 2 2 2 2 2 2 8 2 2 2 2
left_child=1 7 3 4 5 -3 -7 8 -1 -10 -9 12 -12 -14
right_child=-2 2 -4 -5 -6 6 -8 10 9 -11 11 -13 13 -15
leaf_value=0.012961701978672847 -0.00042900294115621665 -0.043843580489111328 -0.040031696347773926 0.032479527127552248 0.029207380624010161 0.031663629279922202 -0.034550049990676034 0.013649015786366431 -0.019808410414980496 0.022907911871271502 0.0053217100514240502 0.0017685364122450563 -0.03736455566128552 -0.0045505029314573944
leaf_weight=215.74809241781213 3348.4441534874131 9.488046299243253 4.5638588561851057 57.96825589400396 23.50781808004831 14.593804186311901 6.7059483717312096 77.35347932492914 54.647156779188663 29.120806618200731 87.047421284801658 335.99412193759599 60.322751025351863 68.761752692247683
leaf_count=7735 123037 501 215 1983 524 338 245 3249 1196 1199 9947 10266 4348 1674
internal_value=0.000605537 0.0039151 0.0184678 0.0211784 0.00874375 -0.0073084 0.0102026 0.0020671 0.00797677 -0.00486359 -0.000753 -0.00279177 -0.00985661 -0.0200543
internal_weight=4394.27 1045.82 116.828 112.264 54.2956 30.7878 21.2998 928.996 299.516 83.768 629.48 552.126 216.132 129.085
internal_count=166457 43420 3806 3591 1608 1084 583 39614 10130 2395 29484 26235 15969 6022
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=15
num_cat=0
split_feature=24 40 66 20 21 20 15 4 8 12 31 52 66 18
split_gain=6.69138 6.56989 8.19857 7.26281 7.2355 8.39415 9.43839 7.85965 7.23005 6.21959 6.11755 7.12914 6.31971 5.98849
threshold=0.11348003765787708 1.0000000180025095e-35 1.8787073653777229 0.062019230769230778 0.043797953964194385 0.31009615384615391 0.57941806869699297 116.50000000000001 0.014731713203472859 8.5000000000000018 0.0083732724082642759 368.22104166666674 3.6588374665025154 2.7963731649393595
decision_type=2 2 10 2 2 2 2 2 2 2 2 10 10 2
left_child=1 10 3 -3 7 8 -7 -4 -6 -5 -1 12 -12 -8
right_child=-2 2 4 9 5 6 13 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0020302192224933339 0.0096907787410238436 -0.021994129210502322 -0.018244361629977401 0.01616957728519083 0.041723311656638395 -0.026511465853473748 0.002262179933589281 0.032658754040689547 1.8313499145362256e-06 -0.048581657614715203 0.0020701992796903603 0.032693928294707152 0.051209703009013008 0.032320435765706194
leaf_weight=3204.6085975100323 166.24768666073214 49.595713574162801 8.4500095087932987 28.626040770228432 9.7054422926303214 9.6734228701097873 23.295204794238089 43.869941748242127 345.76121541945759 3.2599446575914035 372.33096090292929 20.286721342068631 5.6633983184583476 57.785177797137294
leaf_count=139772 2227 2695 859 1209 1163 146 673 1793 9984 211 4900 192 51 660
internal_value=-0.000116263 -0.000508262 0.00442586 -0.0101928 0.00683076 0.00473873 0.0182222 0.0242496 0.00125482 0.0082736 -0.0013036 0.00453326 0.00293962 0.0238172
internal_weight=4349.16 4182.91 580.022 81.4817 498.54 446.22 90.7538 52.32 355.467 31.886 3602.89 398.281 377.994 81.0804
internal_count=166535 164308 19393 4115 15278 12626 1479 2652 11147 1420 144915 5143 4951 1333
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=15
num_cat=0
split_feature=75 14 37 21 26 14 26 75 34 61 30 66 18 38
split_gain=5.77141 6.9111 8.6067 8.31025 6.3088 10.1964 6.91298 5.76122 5.18733 10.8166 5.53219 6.85158 7.7435 7.25616
threshold=5.9801499880778026 0.85532703628841389 32.760660936584223 0.18350168350168353 0.10615782186290069 0.4275563301272558 0.076369278294011855 7.8456116163694558 0.09976302339184541 0.9218636460540085 0.058738835169910367 2.091490327702763 3.9823970556487058 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2
left_child=8 4 3 -3 5 6 -2 -4 10 -10 -1 -12 13 -13
right_child=1 2 7 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15
leaf_value=-0.0011216275709875925 0.00038374464685588704 -0.035527651770258177 0.0085427775807452692 0.014155153196183309 0.017174365524920767 -0.048598452097720408 0.066031176706269887 -0.037760415728501376 0.03916168037135135 -0.022464229599106041 0.039916940795764536 0.066335205061114066 0.017209626370043168 -0.025435789753165117
leaf_weight=3892.9534651658514 36.852963228004228 29.406720271450467 90.897634231485426 11.006838588509707 140.47506394113589 9.0615569294604921 3.5015507616335517 6.2622668631374827 20.442827879800465 9.8685240070335549 4.74570579471765 1.2841381258331228 13.476596010150386 73.194204545536195
leaf_count=152884 3104 670 1017 170 3767 710 80 135 655 143 101 66 158 2777
internal_value=-0.000731077 0.00564155 -0.00288285 -0.0219812 0.0118001 -0.0035149 0.00753892 0.00520411 -0.00125198 0.0190213 -0.00141089 -0.013417 -0.0167111 -0.0229956
internal_weight=4343.43 327.465 137.573 40.4136 189.891 49.4161 40.3545 97.1599 4015.97 30.3114 3985.65 92.7006 87.9549 74.4783
internal_count=166437 9653 1992 840 7661 3894 3184 1152 156784 798 155986 3102 3001 2843
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=15
num_cat=0
split_feature=8 7 52 52 21 73 74 34 43 46 47 50 52 34
split_gain=5.0746 4.75164 8.36138 6.01331 4.91178 5.91265 9.06131 8.55357 7.61797 6.32217 6.4881 6.2987 8.1521 5.95804
threshold=0.0066993473645368317 0.015860720810319039 0.87509837962962977 7.8660648148148153 0.36038961038961043 1.0000000180025095e-35 0.065684840858029961 9.5569675335491271e-05 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 12.500000000000002 92.094762731481495 0.09976302339184541
decision_type=2 2 8 8 2 2 2 2 2 2 2 2 10 2
left_child=-1 2 -2 -4 5 13 8 9 -7 10 -8 12 -10 -3
right_child=1 4 3 -5 -6 6 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.024659070203914973 0.064855256005543815 -0.0011538096936028906 -0.058701680989907981 0.015532739796704456 0.0046690591766711731 0.0054659437782191541 -0.055525386429283119 -0.034323783865879788 0.0049569335658779757 0.041204581511934332 0.029936150429732796 -0.072217832783815189 -0.044149517928233212 0.02222892828612423
leaf_weight=19.136629988392997 6.8914560420953448 3330.9628102216175 2.3482489876914796 13.744190167753912 576.37539894217844 301.41903456750333 3.0442086323164395 4.5010403459891668 27.188301747723017 35.612741328397533 3.9791121216840111 3.6428771383070844 11.154580012751465 26.469177227962064
leaf_count=7711 241 136053 207 2033 11622 6104 80 77 686 268 56 112 428 822
internal_value=0.00038347 0.000499351 0.0226932 0.00189966 0.000376171 -0.000285073 0.0055297 0.025849 0.00267364 0.0328424 -0.00941017 -0.0170333 -0.010088 -0.000962902
internal_weight=4366.47 4347.33 22.9839 16.0924 4324.35 3747.97 390.542 47.1371 343.405 42.6361 7.02332 41.9858 38.3429 3357.43
internal_count=166500 158789 2481 2240 156308 144686 7811 481 7330 404 136 1226 1114 136875
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=15
num_cat=0
split_feature=40 66 43 66 51 7 8 26 14 1 4 38 52 52
split_gain=5.0161 9.72185 7.09121 7.74052 7.91863 7.4699 8.87978 7.17331 9.54047 6.97086 6.7584 6.75057 9.29661 7.2816
threshold=1.0000000180025095e-35 1.8787073653777229 2.5000000000000004 2.8037903735927201 2.0126758453675748 0.35591357552166608 0.80792001668783342 0.25938118736455557 0.62610654313649483 7.5000000000000009 137.50000000000003 2.5000000000000004 677.16820023148159 246.09741898148152
decision_type=2 8 2 10 2 2 2 2 2 2 2 2 8 10
left_child=-1 -2 9 4 -4 -6 -7 8 -5 -3 -8 13 -13 -9
right_child=1 2 3 7 5 6 10 11 -10 -11 -12 12 -14 -15
leaf_value=-0.00025154440940429229 -0.036277043825605683 0.013478617029388299 -0.020187464911627387 0.0037151187740619082 -0.013841860213775243 0.025788634640820315 -0.051535335571269741 -0.036369670627885237 0.036728777618341993 -0.034682016426056936 0.012417675765553932 0.012342467381490108 -0.056024848609347935 0.028060075478717791
leaf_weight=3774.2110964367257 13.179603753153058 242.2519325503381 65.668980313956126 50.528095966466935 41.031553958360746 41.086822454079083 6.8269873743411145 20.143367584212687 37.948707501287572 6.8191121477429979 8.0987621510867012 58.851594448438846 4.4343895367346695 4.7380605621729037
leaf_count=146572 1092 7909 2721 1930 2854 823 110 379 707 432 86 535 69 85
internal_value=0.000424751 0.00466089 0.00563781 0.000927167 -0.00691876 0.00217439 0.013944 0.00815259 0.0181273 0.0120267 -0.0182334 -0.00194815 0.00675506 -0.0234905
internal_weight=4375.82 601.608 588.428 339.357 162.713 97.0441 56.0126 176.644 88.4768 249.071 14.9257 88.1674 63.286 24.8814
internal_count=166304 19732 18640 10299 6594 3873 1019 3705 2637 8341 196 1068 604 464
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=15
num_cat=0
split_feature=24 1 40 37 17 15 29 7 60 75 60 11 20 22
split_gain=6.47456 7.39735 6.87103 7.04501 6.7791 6.61938 9.44983 8.82642 11.6863 10.4443 9.14008 8.2558 7.70208 19.9558
threshold=0.11348003765787708 42.000000000000007 1.0000000180025095e-35 0.38466195002003478 0.13597842835130972 1.2218894182158442 0.00012790016478953547 0.75024842874409969 0.26104676670055399 6.0366761762234473 0.80792001668783342 18.500000000000004 0.065395580898075567 0.26969696969696971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 12 9 -9 -7 -10 -11 13 -5
right_child=1 4 -4 5 -6 7 -8 8 10 11 -12 -13 -14 -15
leaf_value=-0.017546582905291534 0.011452773375065797 -0.10408855891218437 0.0045178478463139739 0.0015222558989720085 0.0073551355307924747 -0.0095902286912297775 -0.046463659076325207 -0.055810488481080826 0.0061461487011310696 0.022355347464574644 -0.0024404608547821936 -0.030620471656965832 0.0087515255413834897 -0.035741186963503417
leaf_weight=64.987445810041663 158.49100319217541 1.7125783717201546 576.15187962037453 778.54224070319515 2.5004252051730873 575.29871377817108 8.963382066904158 8.5802144840999954 403.43595736133284 43.425580124967382 1325.1600613221162 7.9086296347377347 340.20854997811693 36.664739352541801
leaf_count=16270 2063 62 19393 43431 97 39996 1637 793 10085 1843 18072 288 10987 1315
internal_value=-0.000163531 0.00959055 -0.000546383 -0.00135944 -0.0492235 -0.0010564 0.00202822 -0.00257605 -0.000739508 -0.0076581 -0.000434043 0.0137647 0.00244426 -0.00019544
internal_weight=4332.03 162.704 4169.33 3593.18 4.213 3528.19 1164.38 2363.81 1737.18 626.633 1728.6 51.3342 1155.42 815.207
internal_count=166332 2222 164110 144717 159 128447 57370 71077 28950 42127 28157 2131 55733 44746
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=15
num_cat=0
split_feature=49 17 49 7 18 26 8 51 18 4 51 52 50 58
split_gain=3.94744 5.82136 5.34388 9.39923 7.9114 4.79218 5.20463 4.80275 4.64453 3.98411 3.60849 7.9852 8.0893 7.7299
threshold=86.000000000000014 0.28891129032258073 40.500000000000007 0.20213638484814012 3.3017317493673768 0.94371734902961257 0.94762561611929608 6.3552297926935593 2.9951427928857819 125.50000000000001 2.4414009612931857 6.9833101851851866 14.500000000000002 0.013058901599923794
decision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2
left_child=2 8 10 9 5 6 7 -5 -2 -4 11 -1 13 -13
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0030031108694595957 0.041298414339752447 -0.041328534885624157 0.06761601368849772 -0.054796002272162275 0.0067895567203324183 -0.082218144346873995 0.027908974597944825 0.030765979569736597 -0.00034967375669144653 -0.0091360162900030392 0.001328790262575201 0.016358967670705792 -0.022867296079335048 -0.0039581013562637246
leaf_weight=619.3587214338695 16.312822111416615 2.8107479105092343 2.9428842589186379 9.3196761034414575 9.2157533529680205 6.2205588440410784 2.6132806632667771 1.2826944066910062 10.88687830197159 2.5907900255842833 2504.5296085786849 47.936728055530693 53.201895085767319 1091.5743937496482
leaf_count=32648 504 708 409 1000 147 155 56 100 214 427 84823 6209 3554 35409
internal_value=6.78596e-05 0.0178438 -5.88255e-05 -0.0194656 -0.0309829 -0.0483488 -0.0277444 -0.042685 0.0252072 0.0357833 9.93405e-05 -0.00159972 -0.00399042 -0.00308981
internal_weight=4380.8 30.0104 4350.79 34.1856 28.652 19.4362 13.2157 10.6024 27.1997 5.53367 4316.6 1812.07 1192.71 1139.51
internal_count=166363 1426 164937 2294 1458 1311 1156 1100 718 836 162643 77820 45172 41618
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=15
num_cat=0
split_feature=34 39 71 10 27 52 18 4 21 50 75 75 71 50
split_gain=4.49656 4.20257 4.20833 9.70724 9.02039 8.43012 7.53508 6.34249 5.84266 5.47917 5.2394 5.00507 4.77685 11.2023
threshold=0.21662872491791671 3.5000000000000004 7.1320980310634789 0.09763742769560313 0.20069486381792906 22.089305555555558 3.1881031394604444 130.50000000000003 0.32738095238095244 48.500000000000007 4.1971736807086968 8.0180705334065738 6.2605365741929839 60.500000000000007
decision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 2
left_child=1 2 11 5 9 -4 8 -7 -6 -5 -8 12 13 -1
right_child=-2 -3 3 4 6 7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00031701116902636334 0.035619075600531132 -0.044491959476134768 -0.013184713725871607 -0.073536418740132545 -0.057152664790579261 -0.0094777965404692095 0.042409203872117385 0.040575536125574581 0.031618696987364553 -0.017463477074904244 -0.013303400200223173 -0.035775470761906951 0.0066543409090511433 -0.028723018338067358
leaf_weight=3915.0918366222104 7.9545019811630473 4.2652985592576433 33.567385985224973 11.166954856598752 7.6661236036743521 9.0906165305423219 7.4288686632644367 17.649181139026041 1.6626517949625848 8.0201630428782646 7.7272418992361054 8.5143368131321022 295.19798923355665 32.49276972532607
leaf_count=136144 205 10101 2312 419 216 1061 117 1018 19 204 134 367 12466 1737
internal_value=0.00022389 0.000151154 0.000205078 -0.00968457 -0.0273545 0.00334875 -0.00666053 0.0238309 -0.0398017 -0.0521242 0.0149392 0.000449182 0.00053029 7.07675e-05
internal_weight=4367.5 4359.54 4355.28 103.979 43.672 60.3072 24.4849 26.7398 9.32878 19.1871 15.1561 4251.3 4242.78 3947.58
internal_count=166520 166315 156214 5500 1109 4391 486 2079 235 623 251 150714 150347 137881
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=15
num_cat=0
split_feature=21 68 0 58 22 35 10 13 64 10 0 18 34 44
split_gain=8.98637 7.52897 6.56955 7.12124 6.25063 10.3203 11.9707 11.1771 9.1365 6.90349 6.38968 8.11021 6.99932 6.40611
threshold=0.058397271952259168 1.5000000000000002 62.500000000000007 0.064893846287862253 0.21240601503759401 2.5000000000000004 0.82475803157490868 38.500000000000007 3.2769667020129059 0.46467629182625197 9.5000000000000018 2.9626967533940252 0.00047787345757745842 181.50000000000003
decision_type=2 2 2 2 2 2 2 2 8 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 9 8 -7 10 11 12 -6 -13
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.001485932428278376 0.0059863542496063418 -0.00013784107193947332 -0.010901425960405168 0.038233983116256039 -0.017950993204209339 -0.0043104630811999544 0.017651382138129175 -0.080648382313729783 0.028388977209325018 -0.047234717856565023 0.021484213332532264 -0.054729409785436035 0.034120489659716612 0.035278988604265461
leaf_weight=1264.4256281054713 783.29544888780947 2013.9764304673881 10.412447796334165 21.530195522675058 74.618034911545692 71.569119942345424 19.69877203181386 2.9216154055902726 29.327154871782113 24.182950420770794 8.7167803238407924 20.815489806507689 6.136594797622819 1.5000863443128754
leaf_count=71947 13861 70686 462 343 4946 1590 169 71 266 319 291 902 391 14
internal_value=0.000154065 0.00182118 0.000224367 0.0223724 -0.00294018 -0.00999351 -0.0180958 0.0022122 0.00537949 -0.0233658 -0.0178292 -0.0213285 -0.0136251 -0.0474253
internal_weight=4353.13 2829.21 2045.92 31.9426 1523.91 259.487 155.669 103.818 100.896 135.97 111.787 103.07 80.7546 22.3156
internal_count=166258 85352 71491 805 80906 8959 7032 1927 1856 6863 6544 6253 5337 916
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=15
num_cat=0
split_feature=31 49 21 7 10 26 71 34 26 61 39 38 8 26
split_gain=6.96434 10.3676 7.39273 6.59421 10.5103 7.74464 6.98363 9.18994 6.66536 6.6507 6.20798 5.5964 5.61886 5.42257
threshold=0.21860902830137316 10.500000000000002 0.21980676328502416 0.10462529418673579 5.0106333029991216e-05 0.070999714137400971 5.2067464199591091 0.0062050181696053823 0.032591750747886346 0.99238138726931102 1.0000000180025095e-35 217.00000000000003 0.0066993473645368317 0.50001323124543806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -4 8 -5 9 -6 13 -9 12 -1 -8
right_child=1 -3 3 6 5 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.030549791616575919 0.017961785525615632 -0.056600503089002753 -0.049016068304946279 0.00041500311082288038 0.03062331981568514 0.056087375187255234 0.024348355248109965 -0.058281670752084049 -0.013158659065629165 0.04082738532763204 0.0063917986025523515 -0.060165133457948786 -0.0018066884308705331 0.0010015616006132375
leaf_weight=16.10730061971617 79.924904612533282 3.9851978910155585 4.172624525092032 1112.2934583887436 20.062327857602213 14.321313606289548 42.478973141238384 6.2523981275735405 14.042608857174853 22.324669174937299 7.2357891287247185 3.1389841805212191 2915.0847132780095 58.322888125665486
leaf_count=6621 711 91 1104 24652 2468 223 1504 246 1946 153 279 102 125282 972
internal_value=-0.000382698 0.0137957 -0.000666755 0.00246845 0.0196431 0.0264311 0.00172998 0.0123555 0.0127349 0.0166793 -0.0255408 -0.00205772 -0.001975 0.0109827
internal_weight=4319.75 83.9101 4235.84 1301.51 52.5989 48.4263 1248.91 136.615 34.1049 123.127 13.4882 2934.33 2931.19 100.802
internal_count=166354 802 165552 33547 5741 4637 27806 3154 4414 2629 525 132005 131903 2476
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=15
num_cat=0
split_feature=29 12 71 27 7 27 8 26 4 26 16 15 27 71
split_gain=5.48498 5.29897 7.94054 4.75939 7.7654 10.8967 11.1645 9.57828 11.6781 11.0687 8.2631 10.5442 10.5276 7.68277
threshold=0.045595319977210585 52.500000000000007 3.9415346756528771 0.14940271755329212 0.9901955934272838 0.16390364395366583 0.7409602932972803 0.93238883341322054 99.500000000000014 0.95671317944756151 0.5379553014530859 2.470155417978559 0.32318229351852762 5.1387309967764621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 13 8 -8 -9 11 -10 -13 -7
right_child=1 -3 -4 4 5 6 7 9 10 -11 -12 12 -14 -15
leaf_value=-0.001000215140024358 0.0060813791529419452 0.029913254075732455 -0.064302492850202425 0.011592037754101774 0.024224642860055226 -0.041606352006160016 0.026603888152327448 0.042931729121620681 -0.074062344659902454 0.0021107500048625802 -0.04874626268566639 0.022249382097602868 -0.025655232967387344 -0.0058978089747160163
leaf_weight=3316.1536704661066 6.2256889809214071 2.7222440373152486 9.4881404515035666 204.72138365544197 45.337605046806857 25.25858668733963 13.401691190665586 16.093101809732616 4.9051436316221944 589.96414920070674 20.693201500922441 20.967392604914494 23.012257901136763 36.25927585028694
leaf_count=145560 97 37 369 9381 552 917 178 176 187 7210 397 310 494 953
internal_value=-0.000207499 -0.0267095 -0.0377215 -8.8155e-05 0.0029325 0.000693324 -0.000758438 0.00107569 -0.014753 0.00326364 -0.0229829 -0.0113186 -0.00282971 -0.0209904
internal_weight=4335.2 18.4361 15.7138 4316.77 1000.61 795.892 750.555 689.037 82.9797 606.057 69.578 48.8848 43.9797 61.5179
internal_count=166818 503 466 166315 20755 11374 10822 8952 1566 7386 1388 991 804 1870
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=15
num_cat=0
split_feature=31 9 37 4 10 58 17 57 37 15 52 15 20 15
split_gain=5.24599 4.49801 8.29334 8.02504 7.09291 8.99037 8.93955 8.91243 8.83177 7.69823 7.37808 7.47286 7.45652 6.77563
threshold=0.36240954906635142 8.5000000000000018 7.765677154989711 190.50000000000003 0.009666935218842234 0.32583304641136163 0.28891129032258073 18.500000000000004 0.81336971868400165 0.99999994760795508 360.51781828703707 1.1288638812245582 0.033060109289617494 0.55626312735309402
decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=1 -1 3 4 10 6 8 9 -6 -7 11 -3 -12 -14
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11 12 -13 13 -15
leaf_value=-0.00030036212529263909 0.018620576642193704 0.0078421972526017299 0.031929078079643215 -0.030742222068107769 0.05126672056778158 -0.059355232604142549 0.004728410195779493 0.0057650456859577801 0.016229436091516669 0.021265077053093107 -0.04093716761303369 -0.013871566233862771 0.036305322192579224 -0.016491770221969831
leaf_weight=3817.1818883985343 38.404606886004331 172.22488809910828 25.466084268972736 15.850994663804157 28.072923475817333 10.305172814665637 71.416904941214852 43.3305526914246 51.163227829406424 3.4282253618821406 20.132071146847011 50.405220601314795 7.5032776278894771 20.303835188497033
leaf_count=116210 384 16465 1015 2132 1164 406 5269 1275 3059 62 7665 7248 1122 3166
internal_value=0.00045925 0.000294166 0.00465396 0.00318665 0.00437289 0.0112985 0.0176684 -0.00553333 0.0291272 -0.0391529 -0.000965934 0.00288598 -0.0185477 -0.00147962
internal_weight=4375.19 4336.79 519.603 494.137 478.286 207.717 150.653 57.064 79.2362 13.7334 270.569 222.63 47.9392 27.8071
internal_count=166642 166258 50048 49033 46901 11235 9492 1743 4223 468 35666 23713 11953 4288
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=15
num_cat=0
split_feature=32 63 22 45 52 12 37 50 31 51 15 0 0 47
split_gain=5.61963 6.02549 5.25991 8.63367 10.2253 5.40094 6.98203 6.27336 4.85175 5.30293 4.80419 4.77052 4.74327 6.85782
threshold=0.11080902681264251 1.5000000000000002 0.42261904761904767 2.5000000000000004 10.069548611111111 13.500000000000002 21.413490695818727 10.500000000000002 0.049518733915156356 6.4982810154208588 0.89130395888098946 4.5000000000000009 11.500000000000002 15.500000000000002
decision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 7 -5 -1 -10 -2 -7 -3 -14
right_child=10 12 3 4 -6 11 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.00037158085443025348 0.0056291005057142133 -0.049254917699430772 -0.019306367245146758 -0.080509182225882547 0.011516443197625908 -0.0030128348058293128 0.0062968421013201983 0.018810817591812811 0.0078927018637079179 -0.025531442812844626 0.041414083936514884 -0.065753000242682255 -0.036467252159359233 0.031418658298362344
leaf_weight=3775.9930879414524 28.249570676787698 10.173434657212967 92.870777148051275 3.9963985773501944 78.644280857373815 4.6977053936570874 23.577796487836167 1.8590611756881115 268.48607439582702 11.453936680452896 13.336806812469147 8.0766331189879548 6.8111460951677127 6.117543857639248
leaf_count=143032 999 10091 1762 136 1369 43 250 76 2718 124 637 147 2257 2586
internal_value=-0.000265356 -0.000444554 -0.000303755 -0.00793013 0.000898834 -0.0186933 -0.00636515 -0.0508317 9.99642e-05 0.00643912 0.0178084 -0.0445743 -0.0253743 -0.00439577
internal_weight=4334.34 4292.76 4269.66 213.723 120.852 42.2076 29.4333 5.85546 4055.93 279.94 41.5864 12.7743 23.1021 12.9287
internal_count=166227 164591 149657 3783 2021 652 462 212 145874 2842 1636 190 14934 4843
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=15
num_cat=0
split_feature=48 28 7 45 28 10 36 37 38 37 77 15 4 3
split_gain=5.7847 8.45825 7.84126 6.99387 7.23294 9.32985 7.53476 6.833 7.63154 6.81974 7.73625 6.70438 8.45699 6.57211
threshold=1.0000000180025095e-35 0.56831326725940989 0.99999984282388155 6.5000000000000009 0.51691432227158918 0.023713245225963572 8.5000000000000018 25.970847219572395 31.500000000000004 42.562090179327861 7.5000000000000009 4.4203899261108175 248.50000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 -4 -9 10 -8 -5 -13 -3
right_child=2 13 3 11 -6 6 9 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00099218788793216384 0.0073681099003021127 -0.042770471071431088 -0.04785583153892705 0.019968255893178216 0.0245141085642369 -0.00050176270863279101 0.0250777401011201 0.056150719147615692 -0.043872093697093502 -0.012282738213225487 -0.083535699998722013 0.0027191708170203909 -0.066865507754311979 0.01160835058455818
leaf_weight=3136.4292659288694 530.11207733314222 19.90337917635043 19.27674543661124 68.48784794844687 20.66595125477761 374.2032772131206 1.6331224702298639 3.2127155577763906 2.5273154121823609 62.07860404154053 6.0073799174278966 79.056879454292357 3.6186172296293071 7.0724273692176203
leaf_count=138921 16870 1777 530 942 283 4629 14 27 73 736 182 1074 78 445
internal_value=-0.000125337 -0.00123665 0.00287562 -0.000846729 -0.0037501 -0.0050452 -0.00333176 -0.0341535 0.0121359 -0.0182993 -0.0601046 0.00851988 -0.00108918 -0.0286083
internal_weight=4334.29 3163.41 1170.88 640.768 489.605 468.939 443.922 25.0168 5.74003 69.7191 7.6405 151.163 82.6755 26.9758
internal_count=166581 141143 25438 8568 6474 6191 5561 630 100 932 196 2094 1152 2222
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=15
num_cat=0
split_feature=21 70 51 37 1 8 13 29 35 43 35 75 18 75
split_gain=6.60752 6.6002 7.45927 7.14349 7.29248 7.01576 6.80467 11.1669 8.93299 6.7347 8.7845 6.14457 7.5865 10.4501
threshold=0.44097222222222227 1.0000000180025095e-35 4.7405652883788738 21.413490695818727 7.5000000000000009 0.49360549324748887 6.5000000000000009 0.01252998745463931 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 5.2704288588135384 2.3996517763048884 1.4978661367769956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 11 10 -8 12 -1 -14
right_child=-2 -3 3 -5 -6 -7 9 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.012125438571763963 0.0075165099451813171 -0.0017438223059247065 0.0087723057808734867 0.00094585178242955761 -0.039747852615596491 0.034438681428607842 -0.040641406270983421 -0.064474933618848859 -0.016841305111806263 0.010314813881101288 0.0018308406402948096 0.016033179492015184 0.0068505934043578617 -0.0078244097206317652
leaf_weight=117.24969671716963 288.77791307631196 2671.3141818792596 51.535175744109438 91.388356749812374 4.0525493096938581 56.164862727193395 14.030790810087636 5.9970074550510608 79.302776340919081 279.67992668852457 63.661217768043571 59.205757223629917 355.43814804831709 182.93867887551824
leaf_count=12735 5279 101508 4553 1236 318 905 854 377 1943 8077 1410 2650 15960 8727
internal_value=0.000223839 -0.000300213 0.00253318 0.0113456 0.0197664 0.0223508 0.000978158 -0.0015846 -0.00102919 0.00670441 -0.00625843 0.000746071 -0.000656733 0.00185881
internal_weight=4320.74 4031.96 1360.64 203.141 111.753 107.7 1157.5 800.132 794.135 357.372 77.692 714.832 655.627 538.377
internal_count=166532 161253 59745 7012 5776 5458 52733 42392 42015 10341 2264 40072 37422 24687
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=15
num_cat=0
split_feature=64 64 32 39 1 21 45 11 1 38 27 0 37 59
split_gain=4.74136 4.78038 4.35156 4.72699 8.40495 5.16495 4.52614 4.2914 7.2701 7.25862 6.87503 8.99267 13.9879 9.10719
threshold=7.5634598609461881 7.4784519404902126 0.15550073834616265 1.5000000000000002 16.500000000000004 0.01526806526806527 18.500000000000004 1.5000000000000002 14.500000000000002 30.500000000000004 0.027816913936747806 6.5000000000000009 36.929109374649009 0.027362872671812175
decision_type=10 10 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 9 -1 -9 12 -12 -14
right_child=-2 -3 -4 4 5 -7 -8 10 -10 -11 11 -13 13 -15
leaf_value=0.0039459506282149698 -0.038733259757524022 0.051867173117447311 0.017303143103890691 -0.045343816289144023 0.092967669272637235 -0.02716114753467094 0.010134721367264289 -0.0031498258972468955 -0.037108483352471709 -0.072691930353913622 -0.011740475741144171 0.0035579709920421452 -0.061727803089711333 0.0068990753901447656
leaf_weight=854.88198203427601 6.8753472227544981 3.4546450959751374 35.216638637146389 15.633949528794806 1.4291104157164221 0.84299895692674898 4.3069146440348041 1608.4091026573315 10.075272590896928 2.1031406178371972 278.29569808562519 1284.8164184317029 3.9561456132796584 206.08969622798031
leaf_count=20812 285 50 1547 10747 189 78 3939 84194 441 58 9885 31815 70 2440
internal_value=2.73221e-05 9.81317e-05 4.4566e-05 -0.000101763 -0.0226034 0.0537179 -0.0334496 2.11732e-05 0.00315728 0.00367337 -0.000783644 0.00136325 -0.00440647 0.00532015
internal_weight=4316.39 4309.51 4306.06 4270.84 22.213 2.27211 19.9409 4248.63 867.06 856.985 3381.57 1773.16 488.342 210.046
internal_count=166550 166265 166215 164668 14953 267 14686 149715 21311 20870 128404 44210 12395 2510
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=15
num_cat=0
split_feature=34 28 66 34 21 76 50 10 71 12 64 7 27 0
split_gain=4.21559 4.99069 4.88834 5.2827 4.0462 7.04126 9.04547 8.78792 6.87388 5.35965 7.22342 11.5806 5.27488 6.99955
threshold=0.09976302339184541 0.63539991468644863 3.3979239063327404 0.11193808647978427 0.31009615384615391 40.500000000000007 78.500000000000014 0.09763742769560313 5.3351284364833438 41.500000000000007 2.1383330595080281 2.1360871293278083 0.0033146857102903074 6.5000000000000009
decision_type=2 2 8 2 2 2 2 2 2 2 10 2 2 2
left_child=1 4 3 -2 5 12 7 -7 -6 -9 11 -11 -1 -14
right_child=2 -3 -4 -5 8 6 -8 9 -10 10 -12 -13 13 -15
leaf_value=-0.0027308854046198977 0.03167540668951576 -0.021073916093745437 0.035338331536747383 -0.018361847827262606 0.0014980683638410072 -0.084385658789915247 0.036115717396886883 -0.05153202946542499 0.018345013259613636 0.026879003840540525 0.027021471962871718 -0.064625886149551504 -0.0045720446951937948 0.002982142450494529
leaf_weight=1752.1164083829244 7.2563916750368689 28.201732132452889 16.819983008841518 13.607089729470315 697.71806857786942 5.3784988382831207 5.0296691951807579 7.7919040150009122 65.329630274383817 5.0621167232748139 9.2043448514305037 7.5609087883494794 401.50184600807552 1287.0176221882284
leaf_count=92797 136 2077 403 509 15368 331 140 184 1454 119 102 123 13959 38648
internal_value=-0.00032564 -0.000474323 0.0161061 -0.000305925 -0.000332496 -0.0010555 -0.0216472 -0.0307212 0.00296257 -0.0185387 -0.00501925 -0.028651 -0.000809721 0.00118424
internal_weight=4309.6 4271.91 37.6835 20.8635 4243.71 3480.66 40.0274 34.9978 763.048 29.6193 21.8274 12.623 3440.64 1688.52
internal_count=166350 165302 1048 645 163225 146403 999 859 16822 528 344 242 145404 52607
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=15
num_cat=0
split_feature=43 50 12 50 57 4 18 20 16 34 17 52 64 7
split_gain=4.60993 7.40884 10.0529 13.9874 9.97567 8.78814 8.30358 8.48687 12.7397 10.726 9.93932 8.40076 8.26245 8.6708
threshold=2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 6.5000000000000009 97.500000000000014 2.4640645363869731 0.069971440228478191 0.61333843214027939 0.0052783134011574221 0.13597842835130972 0.87509837962962977 6.2757027552917926 0.078245919020183699
decision_type=2 2 2 2 2 2 2 2 2 2 2 8 10 2
left_child=-1 4 3 -3 -2 -5 7 9 10 -4 -9 -12 13 -7
right_child=1 2 6 5 -6 12 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0017511217971625693 0.0007503447785634739 0.012552839342272706 -0.031091569397245108 0.041665529097293263 -0.019857106227412269 0.026655162633266401 -0.00097163452284781059 0.040090595234042015 -0.019918614668497037 0.030480486960941564 0.041506428476363773 -0.015363883661169281 0.041593970479925108 -0.025541279328406247
leaf_weight=1939.9133578915225 112.9365999493657 272.93004041618406 68.000744305059925 6.4662489835463921 121.18704654834073 8.2010443725957867 1619.7669843408366 20.693443957370619 56.450069422775414 7.0828922548971596 7.3549399432522469 28.195264578349452 5.038954601623117 66.301549632684328
leaf_count=81083 1433 11248 7025 344 5410 863 49846 600 1563 346 278 3276 70 3173
internal_value=-6.10415e-05 -0.00152556 -0.000610385 0.00702109 -0.00995557 -0.0104754 -0.00212887 -0.0120532 -0.00331058 -0.024959 0.0134152 -0.00278436 -0.0151789 -0.0195187
internal_weight=4340.52 2400.61 2166.48 358.938 234.124 86.0078 1807.54 187.777 112.694 75.0836 56.2436 35.5502 79.5415 74.5026
internal_count=166558 85475 78632 15698 6843 4450 62934 13088 5717 7371 4154 3554 4106 4036
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=15
num_cat=0
split_feature=30 30 44 36 36 45 29 15 52 52 38 18 66 22
split_gain=4.60097 4.67193 6.30949 5.67179 8.06958 7.52552 6.81222 5.96095 5.96353 5.88488 5.51438 5.43224 5.39211 4.98553
threshold=0.0013862261278514449 0.0330529063478169 18.500000000000004 17.500000000000004 6.5000000000000009 4.5000000000000009 0.015890678493183662 2.8370437789607847 0.13916666666666669 160.10991319444449 100.50000000000001 3.685901454464958 2.7919398773240953 0.029631255487269536
decision_type=2 2 2 2 2 2 2 2 10 10 2 2 8 2
left_child=-1 2 -2 4 5 6 9 8 -7 11 -5 12 -3 -6
right_child=1 3 -4 10 13 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00040325576870838155 -0.049059687101015804 -0.009142960756304554 0.032171755325104863 -0.0018349402313877718 -0.050512802220141019 0.038656298835347935 -0.060732205693281333 0.030013346228047435 -0.061442188238124786 0.011191014375722556 -0.058793495074113661 0.013444530869338731 -0.057935367818127394 0.020847006517511573
leaf_weight=4179.3110772489636 11.879588708972731 10.606756003340712 2.2031622398644677 8.0417782751028444 1.6742861807288125 1.4450453750323529 8.0175775657444301 14.848302544793112 3.3334533297165763 16.106638772536826 8.1713149184943159 6.4031713902950278 12.334583547068176 37.479677800853096
leaf_count=161077 1024 464 159 269 199 38 379 245 373 549 185 79 575 946
internal_value=0.000101041 -0.00870074 -0.0350611 -0.00556248 -0.00145103 -0.011221 -0.020844 0.0147342 -0.0297206 -0.0126518 -0.0322897 -0.0256762 -0.0367007 0.0166136
internal_weight=4321.86 142.545 14.0828 128.463 112.249 73.0955 53.4687 19.6268 4.7785 45.4511 16.2131 29.3445 22.9413 39.154
internal_count=166561 5484 1183 4301 3847 2702 2046 656 411 1667 454 1118 1039 1145
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=15
num_cat=0
split_feature=21 26 22 12 38 14 34 22 8 26 51 75 12 31
split_gain=6.39475 7.01165 6.28026 7.1552 5.76154 5.62875 6.62544 7.04777 8.38259 8.77025 8.17202 7.25594 6.94412 6.53716
threshold=0.44949494949494956 0.29726892852556797 0.42261904761904767 14.500000000000002 18.500000000000004 0.93656458871032588 0.0058441280970261073 0.03478523895946764 0.7409602932972803 0.77061237730040022 1.2424533248940002 6.6046208727743378 4.5000000000000009 0.23324351609204416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 6 13 8 10 -10 -8 -9 -12 -1
right_child=1 4 -4 -5 -6 -7 7 11 9 -11 12 -13 -14 -15
leaf_value=-0.00059433006591762033 -0.0080174810338258431 0.019198313236642856 -0.010028076810501857 0.0062080741298058649 0.0029454247023130431 -0.0033206110746810806 -0.038274596396699917 0.021816293470065265 -0.065682694043133344 -0.00035941536272580184 0.013281432848512131 -0.040564886165733893 -0.030172060234779197 0.015887487416634632
leaf_weight=1918.9817510359976 56.303316656740208 116.69162991837948 156.69237891213561 432.21652157108474 102.39048727569752 1230.8488789204052 8.5304413127560093 94.377789531790768 7.7875280985608724 12.399747696239499 112.90566820978711 4.0015633017173959 9.0614837724278896 61.107629687088775
leaf_count=122107 1877 1728 2829 9285 1429 17850 749 3686 192 153 3086 336 604 559
internal_value=0.000256211 0.00761466 -0.000246028 0.000150251 0.0116502 -0.000608055 0.000890526 0.00855931 0.00173041 -0.0274695 0.00642203 0.0188963 0.00983397 -7.79211e-05
internal_weight=4324.3 275.385 4048.91 3892.22 219.082 3460 2229.15 249.064 150.685 20.1873 130.498 98.3794 121.967 1980.09
internal_count=166470 5034 161436 158607 3157 149322 131472 8806 4784 345 4439 4022 3690 122666
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=15
num_cat=0
split_feature=43 27 75 34 36 52 35 10 51 21 75 20 47 51
split_gain=5.19019 7.24859 10.6512 10.8034 10.2475 9.60635 12.8028 9.29129 12.4447 10.7594 11.1405 9.17276 10.7582 12.1168
threshold=2.5000000000000004 0.0060117543861289676 6.0764941372188597 0.024836163329912165 4.5000000000000009 163.05538773148149 1.5000000000000002 0.5902549250675333 4.3241107269113215 0.067989214175654858 1.4978661367769956 0.062996031746031758 4.5000000000000009 6.0461887465411452
decision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -3 -7 8 -8 10 -10 12 -2 -14
right_child=1 5 -4 4 -6 6 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.0018253012557431999 -0.0050646354353129641 0.0038771051763552633 0.027908188961500054 0.016488399634022276 -0.049185065585386101 0.014528399068608998 -0.034568564908789685 0.0036663361384447961 0.051900816510982245 0.028204588136322047 -0.076084092568264428 -0.0022336445149575097 -0.021784360635932924 0.049932930879316564
leaf_weight=1933.0384716089484 317.16575670212478 822.08214535563457 24.688159104262013 84.695760491624242 5.4206886944011776 43.775410972135433 73.703281021167641 40.941109338426031 1.562842864543202 16.654484597442206 5.0470972998882644 748.48620340498564 200.25830216987015 5.1472141400445244
leaf_count=81068 16787 20561 665 1496 165 2389 2431 520 40 290 239 27425 12268 215
internal_value=-0.000100512 -0.00165847 -0.00400092 -0.00459973 0.0120416 0.00157643 -0.0087979 -0.0162535 -0.0246155 0.00704172 -0.0429799 -0.00578811 -0.0108652 -0.019754
internal_weight=4322.67 2389.63 1385.86 1361.17 90.1164 1003.77 181.684 137.909 96.9677 23.2644 6.60994 1271.06 522.571 205.406
internal_count=166559 85491 59021 58356 1661 26470 5909 3520 3000 569 279 56695 29270 12483
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=15
num_cat=0
split_feature=32 34 14 70 72 71 27 22 37 68 71 22 10 10
split_gain=5.19864 5.04347 5.43794 5.30042 9.71842 9.43515 7.85658 7.91669 7.91512 7.84664 7.12717 8.00301 8.8356 9.41484
threshold=0.093321070920179452 0.09976302339184541 0.94153620660965165 1.0000000180025095e-35 1.0000000180025095e-35 4.6681339642869872 0.042690507463604851 0.12372448979591838 11.936755950341903 25.500000000000004 4.2696729980286863 0.22474747474747478 0.0085715762706879937 0.013420430890919226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 10 9 7 -6 -8 -1 11 -5 -13 -14
right_child=-2 2 -4 4 6 -7 8 -9 -10 -11 -12 12 13 -15
leaf_value=-0.0037796096164903325 0.016930568127935551 0.030146304587763517 -0.0072582422253324981 -0.0024114630182825764 0.0082549235881503036 0.0068888308452751019 -0.021815319720009493 -0.020465872534105797 0.022278154662042964 0.0083493681011743356 -0.0062628312100209685 0.025233847469480743 -0.050615589628502211 0.0042985297397717757
leaf_weight=681.35292880368252 42.853677383289323 26.206968522295938 14.603619715489911 1381.1768720670507 71.531375728496641 573.92717337300928 10.549513080528412 34.857993869092752 97.692845459896489 164.75254551715443 892.65622597165384 50.831564012232775 7.0420120318012769 266.90114069666743
leaf_count=24410 1653 843 208 46857 2094 21506 463 1311 905 14721 44887 2305 408 3770
internal_value=-0.000197074 -0.000372723 0.016908 -0.000543271 -0.00180007 0.0019461 0.00840143 -0.00125826 0.0178204 -0.0014108 -0.00264557 -0.000750243 0.00630018 0.00270794
internal_weight=4316.94 4274.08 40.8106 4233.27 2813.24 1420.03 214.632 106.389 108.242 846.105 2598.61 1705.95 324.775 273.943
internal_count=166341 164688 1051 163637 103000 60637 4773 3405 1368 39131 98227 53340 6483 4178
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=15
num_cat=0
split_feature=49 71 21 15 15 14 51 46 35 47 52 10 4 15
split_gain=5.4182 10.9221 5.98711 8.38925 8.38562 8.13045 9.60285 9.63459 7.45094 7.11927 6.39775 8.4517 8.34886 7.40602
threshold=61.500000000000007 2.9174053685313028 0.066120218579234988 0.77117975970366526 0.790634564757001 0.73069292603175839 2.8617925509761908 1.0000000180025095e-35 1.5000000000000002 23.500000000000004 825.74211226851855 0.61688801121743786 151.50000000000003 3.1423021975824175
decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2
left_child=2 -2 -1 5 8 9 -7 -8 -5 -4 -6 12 13 -12
right_child=1 -3 3 4 10 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0026296348596178531 -0.050361447143922378 0.025192322320644934 0.0079731698666375903 -0.066461926067290261 0.00080368527595284711 0.046984502622934111 -0.051739029186378474 0.049397401836650173 0.014690089942341042 -0.021286664645517872 -0.015405026847435914 0.022564950338472969 0.030563480787818138 -0.059319163126408885
leaf_weight=1573.9114499655661 4.4549990014493224 41.346216722198733 298.54167992992461 7.6683231501592655 2268.0603800931749 24.474612721598533 5.1685150854755175 2.8558804478379898 3.7362457139388425 21.387015397716823 25.887788110372639 10.685936866677364 5.1473979846487046 15.288638576545052
leaf_count=81823 513 1811 14635 417 62405 424 123 25 81 1316 1642 144 194 898
internal_value=4.36999e-06 0.0169243 -0.000181351 0.00125216 0.000166083 0.00843166 0.0318884 -0.0142594 -0.0408348 0.00595694 0.000384663 -0.0160121 -0.0251998 -0.03273
internal_weight=4308.62 45.8012 4262.81 2688.9 2336.47 352.428 32.499 8.0244 11.4046 319.929 2325.07 57.0098 46.3238 41.1764
internal_count=166451 2324 164127 82304 65781 16523 572 148 498 15951 65283 2878 2734 2540
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=15
num_cat=0
split_feature=31 37 51 51 7 64 21 12 52 9 35 16 16 38
split_gain=4.89462 4.8457 6.26619 8.50224 5.03598 4.29019 3.98487 7.40303 7.16622 7.55437 6.67949 6.00414 9.22024 7.70041
threshold=0.13157756777065635 3.6702694822129955 5.0072908000208587 4.7664292796317111 0.62488656550597022 7.5634598609461881 0.36038961038961043 25.500000000000004 207.93500578703706 3.5000000000000004 79.500000000000014 0.55648517292936828 0.69083335153705894 1.0000000180025095e-35
decision_type=2 2 2 2 2 10 2 2 10 2 2 2 2 2
left_child=5 2 3 4 -2 6 10 8 11 -10 -1 -8 13 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00037932380720645271 -0.019396199132101374 0.013350238259785952 -0.061729895844245923 0.051631349391162852 0.035867470408961641 -0.041386850656258502 0.013333508793757052 0.027748631226269516 0.005454913305873701 0.034713788236967393 -0.074896610451602216 0.02102513828313381 0.001695041267764855 -0.022618537720463645
leaf_weight=3594.5365941246246 24.93038290124969 130.25511465295858 3.5781962196342638 5.6491454783827058 3.9547346171457312 5.2182518724948741 68.719892481953138 30.164773389667971 72.876980681205168 30.945031370050856 2.0098011852242044 10.855812460533341 283.91518770092807 74.967215595650487
leaf_count=152451 348 1337 79 23 42 249 3184 412 1148 1046 59 380 4257 1432
internal_value=0.000451553 0.00878411 -0.00676368 0.000508447 -0.0108829 0.000113434 0.000175292 0.00404618 0.00267906 0.0144237 -0.000441772 -0.000128439 -0.0026597 -0.0169194
internal_weight=4342.58 168.368 38.1125 34.5343 28.8851 4174.21 4168.99 572.445 542.28 103.822 3596.55 438.458 369.738 85.823
internal_count=166447 1829 492 413 390 164618 164369 11859 11447 2194 152510 9253 6069 1812
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=15
num_cat=0
split_feature=45 52 17 35 61 66 50 45 52 36 71 45 57 26
split_gain=5.1268 9.22792 9.72877 7.06321 8.27662 6.20918 6.00548 5.93769 9.9835 8.23964 8.02563 8.1587 7.46971 7.41741
threshold=8.5000000000000018 14.525347222222225 0.10948202054794522 1.0000000180025095e-35 0.87576714671415179 2.550972067479774 37.500000000000007 3.5000000000000004 60.741533564814823 26.500000000000004 6.5687796659131363 1.5000000000000002 4.5000000000000009 0.50001323124543806
decision_type=2 8 2 2 2 10 2 2 10 2 2 2 2 2
left_child=7 3 -3 5 -5 6 -2 8 9 -1 -10 12 -12 -13
right_child=1 2 -4 4 -6 -7 -8 -9 10 -11 11 13 -14 -15
leaf_value=0.0013709545041182877 -0.027041022379470106 0.0052222953274698673 -0.014357500906077231 -0.001778773744186701 -0.031540259104559355 -0.055324832411880902 0.03270382890437764 0.0032197045839936558 -0.0063250491467439557 -0.051558766460016982 0.034376624235490649 0.062400333417832 -0.023201148454332913 -6.3051612017510066e-05
leaf_weight=1754.4867210828979 19.563262919335106 230.71276178357493 86.36257568101928 100.42987018646818 29.494877104443731 16.532729116792325 4.386832930147647 1167.4037853444265 872.78550673930113 6.3841366021952117 7.4378667229830198 11.634523411543343 15.992862229568344 7.6153413532301775
leaf_count=60023 1654 7484 13152 2624 477 953 221 38076 39073 223 140 675 1604 176
internal_value=-0.00036737 -0.0051923 -0.000139073 -0.0145391 -0.00872438 -0.0325406 -0.0152257 0.000245744 -0.0010522 0.0011499 -0.0052845 0.0156515 -0.00426465 0.0389067
internal_weight=4331.22 487.483 317.075 170.408 129.925 40.4828 23.9501 3843.74 2676.34 1760.87 915.466 42.6806 23.4307 19.2499
internal_count=166555 26565 20636 5929 3101 2828 1875 139990 101914 60246 41668 2595 1744 851
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=15
num_cat=0
split_feature=70 66 71 20 28 50 50 22 66 59 57 15 52 3
split_gain=6.33579 7.23822 6.67459 6.33429 8.10107 10.745 7.5698 6.56765 6.27836 7.23697 10.1783 7.84139 7.14231 6.06183
threshold=1.0000000180025095e-35 3.0693742558706862 8.5702596920232477 0.083920187793427234 0.077140525487444669 1.0000000180025095e-35 16.500000000000004 0.059262510974539072 3.7792921393166909 0.17251232824754811 21.500000000000004 1.6531465115404653 21.781174768518522 1.5000000000000002
decision_type=2 8 2 2 2 2 2 2 8 2 2 2 8 2
left_child=-1 2 -2 4 6 -6 13 -7 9 11 -11 12 -5 -3
right_child=1 3 -4 8 5 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0029398116233078221 -0.0036525623001240799 0.0028550990332574184 0.05544613754395377 0.0069631293255726246 -0.058477300349020982 0.0028795798199433582 -0.012406739294951357 -0.044257104778138934 0.01549668780665072 0.0017308218947696095 0.027267089948806028 -0.0058650568771614836 -0.089979995912692179 -0.028202431699757852
leaf_weight=1459.2843804551444 1515.4855509977269 686.3653832452228 3.7961526114959261 2.6404354637488714 12.371566286230516 34.957226918864762 101.34982096831845 8.3354708500773977 130.41789536479337 246.82042679364531 45.385705158754718 47.040602512162877 4.7288669990375638 15.083747158833374
leaf_count=61783 66980 20611 104 27 808 1859 3890 366 3399 3741 1326 691 90 799
internal_value=0.000260884 -0.00110906 -0.00346852 0.00157568 -0.00099188 -0.0192635 0.000297423 -0.0069903 0.00618865 0.00265189 0.00577661 -0.0139306 -0.0585634 0.00214805
internal_weight=4314.06 2854.78 1519.28 1335.5 858.463 55.6643 802.799 43.2927 477.034 346.616 292.206 54.4099 7.3693 701.449
internal_count=166474 104691 67084 37607 28333 3033 25300 2225 9274 5875 5067 808 117 21410
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=15
num_cat=0
split_feature=45 52 66 52 60 71 38 50 10 16 37 60 66 16
split_gain=4.46663 8.09206 8.28583 8.9917 8.45564 7.86535 7.1077 8.314 7.48081 10.2359 16.518 12.5355 9.52439 9.17029
threshold=3.5000000000000004 61.848912037037046 2.0382147078194204 110.90163194444446 0.045280785363149167 3.9019216517693867 12.500000000000002 37.500000000000007 0.050511592587750641 0.65558018067963297 13.926790326915535 0.53406302150137186 2.26408556173276 0.41671490847684539
decision_type=2 8 8 8 2 2 2 2 2 2 2 2 10 2
left_child=-1 6 -3 -4 -5 -6 7 8 12 10 -10 -12 -2 -13
right_child=1 2 3 4 5 -7 -8 -9 9 -11 11 13 -14 -15
leaf_value=-0.0011879851915310403 0.0086697630237944322 -0.031930160762033276 0.017167025605358554 -0.032433497338555772 0.0090004812869067859 -0.0052606066384205761 0.0029000764977919146 0.019725410143154532 -0.045635085270587232 0.0026838560037940511 0.051457506599811409 -0.0034299065750040994 -0.01071072341623846 -0.066527900686019131
leaf_weight=2671.0308868503307 109.03469767458591 12.856174492975695 166.67195001931395 14.665158935532871 336.28803931823541 134.76792751152243 570.55939695907728 29.103427757065219 49.762804361904273 44.700234504722175 7.4776948727667323 29.043634194880724 148.6518890247371 6.2206829737988292
leaf_count=101949 6949 4761 5082 5194 14372 5284 10778 1653 1732 536 102 316 7877 85
internal_value=7.76787e-05 0.00211393 0.00637818 0.0071808 0.00372586 0.00491792 -0.00074193 -0.00563818 -0.00755257 -0.0169393 -0.0263489 -0.00336479 -0.00250846 -0.0160881
internal_weight=4330.83 1659.8 665.249 652.393 485.721 471.056 994.554 423.995 394.892 137.205 92.5048 42.742 257.687 35.2643
internal_count=166670 64721 34693 29932 24850 19656 30028 19250 17597 2771 2235 503 14826 401
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=15
num_cat=0
split_feature=21 38 33 7 21 52 47 27 11 49 75 16 16 64
split_gain=5.13179 8.9347 4.44138 4.45024 7.9696 12.0723 13.7888 11.1808 8.86032 8.81355 8.5869 9.63932 17.0535 9.42351
threshold=0.51470588235294124 1.5000000000000002 0.082481469094067977 1.1319259840933058 0.03883861236802414 143.0462152777778 18.500000000000004 0.11054057238494196 37.500000000000007 20.500000000000004 0.89587973461402759 0.65731776409059262 0.31586208719168196 4.135134555718313
decision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 8
left_child=2 -2 3 -1 5 7 -7 -5 9 -9 11 12 -6 -12
right_child=1 -3 -4 4 10 6 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.0019599524527229429 -0.031725309483850342 0.016053247094320568 -0.015080104056141456 -0.017728123879864 0.00049387596496218683 -0.049463095887014231 0.023623817342446535 0.0066065590148663856 -0.066536727619732491 -0.022326429202848073 -0.00045358788270967215 -0.0043762717489568255 -0.077328231692061059 0.010743065919045846
leaf_weight=2621.668500150774 9.9135836592686228 99.226293631305452 44.07080116225552 110.73861877125455 14.512240385316547 29.564889116416452 7.5305293980345587 201.49580852669897 3.6935756226885124 29.26639519399032 803.99352399584313 110.25921483006096 12.648220394301459 244.21395124759874
leaf_count=139653 372 1494 1032 2155 202 819 151 2730 123 576 12828 1629 245 2252
internal_value=0.000809539 0.0114647 0.000532216 0.000700004 -0.00140663 -0.00767425 -0.0343955 -0.00471166 0.00148548 0.00285663 0.000619051 -0.0110868 -0.0372058 0.00216279
internal_weight=4342.8 109.14 4233.66 4189.59 1567.92 382.29 37.0954 345.194 234.456 230.762 1185.63 137.42 27.1605 1048.21
internal_count=166261 1866 164395 163363 23710 6554 970 5584 3429 3306 17156 2076 447 15080
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=15
num_cat=0
split_feature=24 17 1 51 22 43 10 7 37 45 0 45 28 71
split_gain=3.91021 5.40105 13.4827 6.72158 7.34896 5.28827 8.33558 6.67196 8.35864 4.57668 4.46566 5.11315 4.25175 4.15798
threshold=0.11348003765787708 0.024695121951219517 25.500000000000004 3.0677824455408698 0.067041198501872665 1.0000000180025095e-35 0.046602545389423287 0.20764235479931062 3.1638982974562508 2.5000000000000004 29.500000000000004 7.5000000000000009 1.7923917349884739 8.5702596920232477
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 9 10 6 7 8 -1 -3 -5 -12 13 -7
right_child=1 3 -4 4 -6 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.025426820119509943 0.0053472836124655223 0.008345118216337169 -0.069789447550425363 0.02472627358953355 0.046000971771287272 -0.0006226454675493185 -0.0078418343013876377 0.040739199933976761 -0.019759786222008708 0.051231290312081547 -0.046711365757681242 0.0082121861908765904 0.064304989090214246 0.032226393151668066
leaf_weight=26.055075068177757 105.1006647546601 9.875428294719315 5.326771065068896 5.3459104148205432 6.2808013134053899 4040.3419387747531 37.881763271116142 25.784974058638454 15.550053742244925 18.162580613628961 9.3949154024012405 6.714692127890884 1.5291602102806781 8.6566428019505093
leaf_count=6407 1421 183 97 55 73 151575 1984 2224 1574 167 186 87 98 298
internal_value=8.61956e-05 0.00758316 0.00112906 0.0201166 0.00242301 -0.000215381 0.0107949 0.0212326 0.00847079 0.0369337 -0.0118143 -0.0246766 -0.000504128 -0.000544475
internal_weight=4322 166.202 110.427 55.7743 27.7363 4155.8 105.272 67.3901 41.6051 28.038 21.4555 16.1096 4050.53 4049
internal_count=166429 2269 1518 751 401 164160 12189 10205 7981 350 328 273 151971 151873
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=15
num_cat=0
split_feature=8 7 52 20 8 8 51 34 21 7 44 21 14 4
split_gain=4.99388 7.98372 8.52353 5.03497 4.31082 7.2204 6.96376 6.52516 5.80527 6.08334 6.59978 5.7289 8.05769 6.58685
threshold=0.010487124575158357 0.015860720810319039 0.011944444444444447 0.16397849462365593 0.17685921984816202 0.15370197344072226 1.7005986908310777 0.057002677903069364 0.21132376395534294 0.10245754709654946 4.5000000000000009 0.22474747474747478 0.60862767657795469 133.50000000000003
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 11 9 -8 -11 12 -3 -13
right_child=1 4 3 -5 -6 6 8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.019775442422619596 0.073341676704328396 0.00086947231526862266 -0.011584361301044553 0.053223813383523978 -0.00053901678906502471 0.035666323556935865 -0.037319755407542433 0.03516092758204211 -0.020123450726990455 0.025193890185915183 -0.016752599887325862 0.0051337794558466345 -0.017641107625169756 0.037689210311882659
leaf_weight=30.225926856395745 6.6165370896042104 332.46557183755385 10.099231738526212 3.1225077024537304 3613.9830513760139 29.811790329312316 4.4668921549309735 13.020350308022897 14.508696129400048 52.434895712860452 10.640024277614428 120.54565485014427 70.399251031565655 16.922892031485389
leaf_count=11688 144 44633 1530 164 87865 2012 261 905 693 2375 1110 7550 4639 932
internal_value=0.000147867 0.000292511 0.0311661 0.00638727 0.000142134 0.00383794 0.0153644 0.00148431 0.0076474 0.0138194 0.017967 0.000609357 -0.00240086 0.00938472
internal_weight=4329.26 4299.04 19.8383 13.2217 4279.2 665.216 111.862 553.354 82.0505 67.5418 63.0749 540.333 402.865 137.469
internal_count=166501 154813 1838 1694 152975 65110 6451 58659 4439 3746 3485 57754 49272 8482
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=15
num_cat=0
split_feature=70 66 10 34 10 71 51 47 43 51 11 11 20 71
split_gain=4.84981 7.02708 7.59794 8.19644 8.94152 7.86647 9.12387 12.0509 9.7042 7.98401 11.981 10.9065 9.31263 8.94119
threshold=1.0000000180025095e-35 3.8339939237066907 0.063174667185392885 0.026710900519402111 0.22679714226504991 5.0271592211193568 1.8688348091416842 11.500000000000002 3.5000000000000004 4.7664292796317111 4.5000000000000009 6.5000000000000009 0.026491228070175444 6.9971387355792336
decision_type=2 10 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -8 10 12 -11 -7 -13
right_child=1 -3 3 -5 5 9 8 -9 -10 11 -12 13 -14 -15
leaf_value=0.0021517726734303884 0.00064074032582037892 0.010165927381689475 -0.0105253879847346 0.012737663547529414 -0.015269084521846839 -0.01241605068504285 0.0012193663947008004 0.015218227893880196 0.020498096199497995 -0.042958434176651142 -0.022462110691040229 0.014029546579436997 0.052988561757732061 -0.024788007583757148
leaf_weight=1457.7895074685384 1409.0671591797418 124.8214466048812 521.38730083683549 63.77176354904077 128.22023455841554 11.067012055020315 233.99717482244887 42.377522659695387 89.602960103889927 11.396606964641249 125.61899947584607 78.61446542100748 9.1650312547571939 17.278487857198343
leaf_count=62076 80015 1672 12243 798 1598 176 2687 679 944 253 2112 1006 56 286
internal_value=-0.000195352 -0.00138939 -0.00191901 -0.0046243 -0.00550633 -0.00199536 0.00167769 -0.0076513 0.00660424 -0.00914453 -0.0167198 0.00121276 0.0183122 0.00685156
internal_weight=4324.18 2866.39 2741.56 1332.5 1268.73 747.338 494.198 170.598 323.6 253.141 145.851 107.29 20.232 95.893
internal_count=166601 104525 102853 22838 22040 9797 5908 2277 3631 3889 2344 1545 232 1292
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=15
num_cat=0
split_feature=48 7 45 50 37 68 7 52 14 7 8 21 38 51
split_gain=6.3921 11.0241 8.51403 11.9792 9.87701 15.1077 9.30626 9.50043 8.56315 7.83629 10.4162 10.5124 7.72112 8.62565
threshold=1.0000000180025095e-35 0.99999984282388155 1.5000000000000002 31.500000000000004 23.516031984470953 1.0000000180025095e-35 1.0555753634677927 32.947158564814821 0.91880406848388951 0.57190457563280661 0.70517761753761576 0.12034482758620692 75.500000000000014 6.2509395627126869
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=-1 9 3 4 5 6 -3 -8 -6 -2 -11 -12 13 -4
right_child=1 2 12 -5 8 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0012732140004908868 0.0035174790727134316 0.035082133705983246 0.006248124291324781 -0.076857564246681997 -0.039301731299164068 -0.051786103588626176 0.0094625487416554188 -0.074803313659483492 0.0047409202520148023 0.024157817824513241 -0.023011622444477801 0.01548234428336117 -0.011348227381976793 -0.042363883280658245
leaf_weight=3161.4989232563812 330.19184160784062 10.846896186936648 376.85768904577708 5.6554250876652068 11.375441124429924 26.380576979281614 7.6360993530834076 4.6961060352332424 100.9974212422967 133.87694941542577 27.810018892516382 45.143811239628121 86.723039463860914 8.3625451994594169
leaf_count=141315 13109 69 4674 155 247 690 116 133 1066 2646 607 487 1258 189
internal_value=-0.000102338 0.00304231 -0.00139299 -0.0110389 -0.00828258 -0.0266356 0.00294661 -0.0258298 -2.48262e-05 0.00831702 0.0159254 0.000695692 0.00204838 0.00508588
internal_weight=4338.05 1176.55 639.531 167.588 161.933 49.5597 23.1791 12.3322 112.373 537.023 206.831 72.9538 471.943 385.22
internal_count=166761 25446 8597 2476 2321 1008 318 249 1313 16849 3740 1094 6121 4863
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=15
num_cat=0
split_feature=34 14 75 51 75 75 18 4 9 49 71 76 75 51
split_gain=4.96092 5.13188 4.66097 7.24288 10.7297 6.3934 6.45127 6.09665 8.5772 5.70553 5.45806 6.53432 5.24479 11.2351
threshold=0.09976302339184541 0.94153620660965165 6.0556116797489983 2.0126758453675748 6.9002268856650231 6.3144530238997154 4.212148755481965 128.50000000000003 4.5000000000000009 5.5000000000000009 6.2255475492814139 9.5000000000000018 6.4762025397968879 4.0342014792848504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 -5 7 8 10 -4 11 -7 13 -9
right_child=1 -3 3 5 -6 6 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.00035258175783171235 0.030279078246713737 -0.0057735613484491055 -0.062841596740704761 0.019170217288349813 0.040549554470687241 -0.038287624841903643 -0.052089276779448114 0.027193649790770647 -0.046600911741701084 0.023842566861480657 0.024821904525902865 0.0042330665055808339 0.01513600514161177 -0.048875472747194136
leaf_weight=4014.9880703111812 26.221023161895573 15.047365726204587 9.9103251042979519 87.039535518058983 3.6984925519791423 12.210497544772805 4.1970046234782776 8.2317761464510131 10.734740125895767 1.7467781166778866 15.40061695317854 28.057779453432886 105.72249575114984 9.3751951277517929
leaf_count=156935 830 221 542 1819 96 539 87 173 1138 22 436 456 2966 385
internal_value=0.000261804 0.0173079 9.46614e-05 0.00613528 -0.0262669 0.007993 0.00290385 0.00438705 -0.00775255 -0.0489948 0.000428798 -0.00927577 0.0109331 -0.0137608
internal_weight=4352.58 41.2684 4311.31 296.325 15.3556 280.97 193.93 189.733 66.4036 11.6571 55.6689 40.2683 123.329 17.607
internal_count=166645 1051 165594 8659 660 7999 6180 6093 2569 564 1431 995 3524 558
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=15
num_cat=0
split_feature=52 21 47 61 76 37 0 47 14 14 52 22 75 37
split_gain=5.37259 7.18288 8.5103 6.81659 7.14069 6.91463 7.40798 7.90559 7.12428 8.54108 6.58523 6.37154 5.98545 5.9852
threshold=260.37457754629634 0.18350168350168353 21.500000000000004 0.96433714478827282 21.500000000000004 1.6143170053871265 23.500000000000004 4.5000000000000009 0.50157497170475185 0.96295883481437583 316.97016203703714 0.14119601328903655 1.7005986908310777 0.03898205589988591
decision_type=8 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=13 2 3 4 5 -2 7 -7 -8 10 -10 12 -5 -1
right_child=1 -3 -4 11 -6 6 8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.060604602334132222 -0.02341071718418454 0.0013329561305082738 0.012970415596692611 -0.024222638252457497 -0.052479460535040247 0.0032847875751019664 -0.029483608486894054 -0.021280716463684415 -0.015679893491623336 -0.01358155078982114 0.033476931102958705 -0.0038638538904667385 -0.069567383173514505 0.00085998388529851487
leaf_weight=3.1970768899623172 48.52761701522968 339.97076288197877 39.026125462783966 23.582154860359879 7.8144749527491504 60.947409449435327 9.2470018335934565 69.209656725150126 7.477959419367834 18.055465154669946 42.136169521769261 18.68870574835455 10.948034880915655 3636.0584774506951
leaf_count=1015 12543 12970 6987 873 507 3810 1153 5662 336 337 1672 247 128 118390
internal_value=0.000159286 -0.00386363 -0.00882079 -0.011539 -0.0081783 -0.00662465 -0.00259723 -0.00984032 0.00962839 0.0153245 0.0259045 -0.0277157 -0.0401528 0.000929103
internal_weight=4334.89 695.632 355.661 316.635 263.416 255.601 207.074 130.157 76.9166 67.6696 49.6141 53.2189 34.5302 3639.26
internal_count=166630 47225 34255 27268 26020 25513 12970 9472 3498 2345 2008 1248 1001 119405
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=15
num_cat=0
split_feature=37 52 4 5 37 8 7 39 32 15 64 8 10 24
split_gain=5.29229 8.5616 4.83525 4.05669 3.86011 4.59966 5.0547 3.3378 3.70216 4.29199 3.23061 3.1453 4.38868 3.11325
threshold=0.26895931887314711 1.0000000180025095e-35 86.500000000000014 26.500000000000004 0.028514640102057259 0.071954645839527029 0.14939401053381654 3.5000000000000004 0.10894100717393064 0.86098192266991858 7.5634598609461881 0.85316340858865891 0.077985736377834236 0.11348003765787708
decision_type=2 10 2 2 2 2 2 2 2 2 10 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 8 10 11 13 12 -10 -2
right_child=7 4 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.059232860674433042 0.00015103924103383056 0.034268915144060129 0.041192351077957941 -0.023847036430487009 -0.042341731463254387 0.04291562249485379 -0.035317993766257168 -0.042614888971653386 0.0061338240776638957 0.038257186905234379 -0.032895580648066018 0.045819178032406004 -0.05034052286638712 0.0072290743911928336
leaf_weight=3.6292836315315062 4076.7404442331681 1.4709870288861555 2.5322156835209162 6.4857809556187922 25.71212447026301 3.1580104158347231 3.1128497715180856 3.4922859974740268 20.699463346158161 12.765029928210422 6.2889100058127942 2.8240063461707896 3.0919079605955622 160.51323331822641
leaf_count=724 140839 845 399 2730 8400 212 404 8375 389 656 280 68 60 2226
internal_value=0.000279042 -0.0163898 0.0176733 -0.00329541 -0.0294066 -0.0332854 0.00456425 0.0004621 0.000507164 0.0155753 0.000363695 0.00370535 -0.00294006 0.000420808
internal_weight=4332.52 46.1013 12.6473 9.018 33.454 31.983 6.27086 4286.42 4282.92 39.3804 4243.54 26.6154 23.7914 4237.25
internal_count=166607 13714 3853 3129 9861 9016 616 152893 144518 1173 143345 517 449 143065
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=15
num_cat=0
split_feature=70 64 16 51 21 37 59 43 43 20 15 62 26 51
split_gain=4.21399 5.66609 5.97578 10.3364 9.091 9.69649 8.75111 8.66945 10.6374 9.78433 8.83854 7.95018 6.93063 6.85356
threshold=1.0000000180025095e-35 1.2424533248940002 0.090655740128918735 3.4498615536424366 0.066120218579234988 1.0083235083549009 0.91429367080385782 5.5000000000000009 3.5000000000000004 0.02409988385598142 0.99380938500612714 0.50500000000000012 0.24252936978674519 2.1383330595080281
decision_type=2 8 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 8 -1 12 -10 -5 -9 -7
right_child=-2 -3 6 11 5 13 -8 9 10 -11 -12 -13 -14 -15
leaf_value=0.0044419948939926762 -0.0013174896333827892 0.0058973271253416797 0.00079274474634727333 -0.010814084788657261 0.055602015438314271 0.024970316728698361 -0.01377563533382526 -0.0173825665493294 0.00038324977480687638 -0.052376288676466487 -0.044963912533522499 0.038977912595253995 0.037766525253163652 0.00026785107986755001
leaf_weight=103.30479721853635 2853.7743616987395 565.38362611522643 275.99546846719386 130.62368426909234 14.820095486305943 59.501568767715071 163.43689593671661 6.2574255691142744 19.183864415885182 3.2005546351720104 23.379658242905862 7.5645116192172273 32.317058626416838 52.435889982609297
leaf_count=5431 104481 24961 11054 6443 1560 1721 6139 482 1347 112 984 58 440 1288
internal_value=-0.000200488 0.00198614 -0.000496689 0.00353201 0.00853404 0.0188223 -0.00464461 0.00152117 -0.00425652 0.0213234 -0.0249858 -0.00782798 0.0286072 0.0135035
internal_weight=4311.18 1457.41 892.021 452.589 314.401 126.758 439.432 187.643 145.868 41.775 42.5635 138.188 38.5745 111.937
internal_count=166501 62020 37059 19866 13365 4569 17193 8796 7762 1034 2331 6501 922 3009
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=15
num_cat=0
split_feature=11 0 68 58 43 8 27 38 0 10 8 50 49 52
split_gain=5.71961 9.67135 9.12928 8.46979 8.87834 7.0286 6.46245 6.23864 6.06196 11.0302 8.47109 8.55399 8.6637 8.12272
threshold=1.5000000000000002 42.500000000000007 18.500000000000004 0.26395447254207433 1.0000000180025095e-35 0.041218103677636557 0.019432769045088373 1.5000000000000002 6.5000000000000009 0.41742857028158881 0.12206438242126082 24.500000000000004 21.500000000000004 110.90163194444446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8
left_child=1 -1 3 5 -5 -3 -2 -8 9 10 -9 12 13 -12
right_child=6 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0056702477812258555 -0.0027927778393965837 -0.0056581821330359723 0.027394415181489086 -0.08047352432995547 -0.00028949704147547252 -0.065085939230260917 0.036874095363186782 0.024314590935109327 0.0030670753842672138 0.0061920751987282058 -0.0081045449708628918 0.010753018042798171 -0.061942268307939363 -0.031072446725099564
leaf_weight=810.51128642205958 1580.5968339011324 7.8040867534782619 11.147960126595079 2.7669616182720338 41.402975956443697 13.798722166287915 11.416794073666095 17.125194622225536 1349.1214874336601 190.12032616499346 209.28373598284816 38.859437720377173 8.2214815631887159 46.555379058685503
leaf_count=29680 85158 544 935 174 613 754 961 1915 34142 2143 5550 1458 549 1801
internal_value=0.000480952 0.00405865 -0.0127775 -0.0198946 -0.00698288 -0.0448176 -0.00043989 0.00154854 0.00131192 -0.00332645 -0.00898253 -0.0109388 -0.0141595 -0.0123888
internal_weight=4338.73 887.432 76.9207 65.7727 44.1699 21.6028 3451.3 1870.7 1859.29 510.166 320.045 302.92 264.061 255.839
internal_count=166377 32700 3020 2085 787 1298 133677 48519 47558 13416 11273 9358 7900 7351
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=15
num_cat=0
split_feature=24 18 1 52 7 49 66 8 58 38 12 38 36 8
split_gain=5.87716 5.65967 5.44172 5.3415 10.4742 8.27207 10.8679 10.3326 13.9813 12.8073 9.03051 8.1707 9.49465 8.631
threshold=0.11348003765787708 3.486313842081405 42.000000000000007 1.0287673611111112 0.015860720810319039 1.0000000180025095e-35 2.8591111942299197 0.4390529059343386 0.083058942933128196 10.500000000000002 3.5000000000000004 77.500000000000014 9.5000000000000018 0.079273542940193828
decision_type=2 2 2 8 2 2 10 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 10 8 -8 -10 -6 13 -13 -7
right_child=1 2 -4 -5 5 11 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.050309674979161535 0.018941664378269257 0.0029714320149249939 -0.059656561671997212 -0.00095399277179421087 -0.0013453723976737059 -0.027018683797132848 0.01832406316322624 0.014880244594199003 -0.058672459471181972 0.015087375735853538 -0.020623465180716796 -0.07150636378133314 -0.0030252394108008012 0.01176946802272201
leaf_weight=10.783702198830495 80.559395010699518 76.523863596725278 2.6309355169942128 3309.5201638021736 166.91364363647881 14.024509532493537 20.109582678860534 129.48494545217545 17.926719393901298 8.0369144338183087 94.643073814062518 5.1367737064138046 29.456751509918831 351.87053773116349
leaf_count=790 983 1184 76 142753 3880 2022 864 1384 576 128 3076 150 348 8138
internal_value=0.000316158 0.00969808 0.000171515 -4.64665e-05 0.00349071 0.00282866 -0.0019266 0.00767072 -0.0124767 -0.0361277 -0.00837304 0.00801069 -0.0149172 0.0102132
internal_weight=4317.62 159.714 79.1548 4157.91 848.387 837.603 437.115 175.558 46.0732 25.9636 261.557 400.489 34.5935 365.895
internal_count=166352 2243 1260 164109 21356 20566 9908 2952 1568 704 6956 10658 498 10160
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=15
num_cat=0
split_feature=21 22 52 51 0 26 10 20 43 4 44 12 26 71
split_gain=6.18238 7.65108 7.97779 5.63143 5.56271 6.08271 9.29741 10.0331 8.04491 8.08182 8.35843 7.07812 7.01648 6.86316
threshold=0.066120218579234988 0.55050505050505061 1.0287673611111112 2.4414009612931857 51.500000000000007 0.98699956952375822 0.16355413679927458 0.033060109289617494 3.5000000000000004 154.50000000000003 5.5000000000000009 10.500000000000002 0.46218764177101618 5.6716020950760067
decision_type=2 2 10 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 11 9 -1 12 13 -11 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0080356919889923908 0.0010474387040385216 -0.053127732952619126 -0.011184701416906827 -0.0029037237433819493 0.013604034004641977 -0.011315780623920779 0.045200716819946217 -0.064011711246888092 -0.021827242219465623 -0.015952501007881134 -0.054591828479007912 -0.029102390210322893 0.053461502843520275 -0.0043495405284146946
leaf_weight=159.91960613118044 2719.3193275343083 6.5416552228853098 269.33289418854838 858.50990259867285 95.536149126202872 87.387003716444497 33.071862750257424 2.1645325526478691 36.062481084529281 14.557155943735784 10.148282687761819 4.0162869468331328 3.7527483812498295 8.5830461570294556
leaf_count=15649 82673 187 15483 41536 3433 1496 719 53 2191 1354 984 126 116 220
internal_value=-0.00040054 -0.00287671 -0.00263565 -0.00488941 0.00294693 8.62489e-05 0.00377375 0.023545 -0.000525917 0.00364567 -0.0204592 0.0289773 0.000306243 0.0351282
internal_weight=4308.9 1589.58 1583.04 1127.84 455.199 359.663 272.276 47.8357 224.44 188.378 28.4582 45.6712 18.3099 41.6549
internal_count=166220 83547 83360 57019 26341 22908 21412 1118 20294 18103 2454 1065 1470 939
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=15
num_cat=0
split_feature=24 27 38 27 4 9 9 50 17 51 4 51 1 38
split_gain=5.67101 4.84415 7.00829 8.51002 7.41393 6.58743 7.43026 10.7077 8.02668 5.87807 5.78177 5.47168 6.80254 10.6407
threshold=0.11348003765787708 0.070500928861604348 84.500000000000014 0.22821879757256922 205.50000000000003 12.500000000000002 8.5000000000000018 6.5000000000000009 0.62593283582089565 2.9700856263602158 274.00000000000006 2.0126758453675748 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 -4 6 11 8 -8 -5 -1 12 13 -3
right_child=-2 2 3 9 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0010239515716769954 0.0095073429727623778 0.036906966096527292 -0.049141307897145985 0.016322742444419797 0.010391460224115873 -0.047130054250201753 0.07050678756770877 -0.012295277344563885 -0.0059327808127333523 -0.0086596454429133437 -0.041494934697283159 0.0050283943112588922 0.014925808369290333 -0.011319362240520423
leaf_weight=2829.9926081036019 162.69524338445626 11.322820477187632 18.624833390058487 30.840072408027481 6.7115478650666764 5.3335316129050616 12.955296319967607 9.5217727125491347 4.3605127582322885 89.493141617072979 7.853381990309571 952.39949300398439 38.648591546560056 163.7367078383686
leaf_count=132817 2273 411 387 384 115 794 387 1189 676 1394 494 20879 909 3470
internal_value=0.000377903 2.05282e-05 0.00249232 -0.00782832 -0.0335754 0.00375243 0.00401921 0.0295562 0.0519846 -0.00217518 -0.00115053 0.00340666 -0.00381043 -0.00800818
internal_weight=4344.49 4181.79 1343.95 145.67 25.3364 1198.28 1192.95 26.8376 17.3158 120.333 2837.85 1166.11 213.708 175.06
internal_count=166579 164306 30995 2280 502 28715 27921 2252 1063 1778 133311 25669 4790 3881
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=15
num_cat=0
split_feature=47 51 50 40 44 22 47 0 47 61 22 30 34 10
split_gain=5.06192 6.17119 7.84736 11.0227 10.2602 8.4826 8.24707 9.35314 8.11142 7.50603 6.63457 6.41519 6.22338 5.99643
threshold=11.500000000000002 2.0126758453675748 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.36931818181818188 7.5000000000000009 58.500000000000007 5.5000000000000009 0.36404506249622021 0.67708333333333337 0.08124063367403149 0.0019760866382915088 0.10432030210479364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 4 -4 6 7 13 -9 -5 -3 -1 -8 -6
right_child=-2 2 3 9 5 -7 12 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0017685167857377304 -0.0027426488879209072 0.0039769443996446382 0.023420543681294315 -0.020134523246081767 -0.038840093509584922 -0.060962677969048244 0.015488355533040375 0.027988059935224182 -0.058880069731364906 0.020910720513731367 -0.060360103875293419 -0.04436879320860776 -0.061684772604239158 -0.014198524398750526
leaf_weight=1034.7518304596606 1323.6802609386023 1703.4417468009015 17.487669502195786 13.393480277205525 42.722158934782783 8.9263844317865715 30.314848676822294 15.266154307522813 2.2557230183374477 49.958787551760906 3.0201029671006827 7.9160131941989667 1.8668732361402351 61.20734952096609
leaf_count=42368 57115 55055 601 986 4467 325 1456 407 90 1550 95 348 134 1340
internal_value=-0.000169256 0.000969564 0.00262948 -0.00575312 -0.0120512 -0.015987 -0.0129965 -0.0189289 0.0142297 0.0120552 0.0038278 -0.00213414 0.00928744 -0.0246015
internal_weight=4316.21 2992.53 1949.86 243.399 180.047 162.559 153.633 121.451 17.5219 63.3523 1706.46 1042.67 32.1817 103.93
internal_count=166337 109222 66506 11356 8820 8219 7894 6304 497 2536 55150 42716 1590 5807
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=15
num_cat=0
split_feature=21 34 3 70 71 11 49 64 25 73 77 10 26 36
split_gain=4.83453 4.17284 9.23683 3.91608 8.63451 7.43779 7.28428 7.11684 10.4522 8.82719 8.5564 8.20476 7.03151 6.49408
threshold=0.63961038961038974 0.13248429331823547 1.0000000180025095e-35 1.0000000180025095e-35 4.6681339642869872 2.5000000000000004 24.500000000000004 5.6436769842906767 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 0.41742857028158881 3.4004461463920825 15.500000000000002
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 8 9 -5 -9 12 -12 -10
right_child=-2 2 -4 7 5 -7 -8 10 13 -11 11 -13 -14 -15
leaf_value=-0.00081425271200454431 0.017074744045600755 -0.032178837678367815 0.038505302983784205 0.00059512801525113184 0.019253473910746256 0.0039549197224360193 -0.035674550090229087 -0.036754508632845836 -0.0052040896840859011 0.023456823439397808 0.00049357816506774945 0.012654796005995532 -0.050620185757609015 -0.024978183399514166
leaf_weight=844.32625221442095 39.726667032358819 5.3749089092307285 16.966044115499244 231.27314621371806 93.862620759486163 494.66992512554498 14.25744957747156 13.714304628320859 1133.0868009149344 50.667980061462004 1190.116192403972 147.80902041127047 5.7666594674810758 42.195574138168013
leaf_count=38891 641 119 503 9679 4414 17276 940 389 56452 844 34101 1374 60 916
internal_value=-7.09212e-05 -0.000233862 0.0208497 -0.000349251 0.00176378 0.00642334 -0.00143396 -0.00143589 -0.0038613 0.00477201 0.0011688 0.00158291 0.000205015 -0.00593466
internal_weight=4323.81 4284.09 22.341 4261.75 1447.12 588.533 858.584 2814.63 1457.22 281.941 1357.41 1343.69 1195.88 1175.28
internal_count=166599 165958 622 165336 61521 21690 39831 103815 67891 10523 35924 35535 34161 57368
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=15
num_cat=0
split_feature=21 40 9 10 7 66 4 52 50 21 47 0 4 45
split_gain=4.69117 3.90508 6.40022 13.146 9.54662 9.42809 9.42617 9.56563 7.68138 7.47601 5.79559 8.1626 7.88027 6.69046
threshold=0.73214285714285732 1.0000000180025095e-35 4.5000000000000009 0.0036654971172744143 0.38758908168847633 1.8787073653777229 146.50000000000003 31.999305555555559 49.500000000000007 0.2752525252525253 13.500000000000002 4.5000000000000009 88.500000000000014 5.5000000000000009
decision_type=2 2 2 2 2 8 2 8 2 2 2 2 2 2
left_child=1 -1 3 -3 10 -5 7 -6 9 -7 11 13 -12 -4
right_child=-2 2 4 5 6 8 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.00067489567214944223 0.023905165729327216 0.039794447003651146 -0.060398689075269331 -0.062833022633657545 -0.0088914774976776769 -0.0024025645959560209 0.010633358586356809 -0.064474663439755373 0.031752007846190707 0.01444572672956662 0.04430211466261038 0.0098799078614913091 -0.021026744397295811 0.037748034400011198
leaf_weight=3721.5893285321954 19.481775462860242 28.890234484555549 6.4130908538354552 4.0396716264076522 15.206319804899978 180.93888326622255 13.831286246844682 15.588915614483993 25.777946897491347 102.29994292149786 4.2781914901861446 140.2823671469414 38.702699899426079 1.5218788427591787
leaf_count=146409 332 1003 506 160 323 3448 519 553 463 1373 159 8279 2726 32
internal_value=3.28291e-05 -8.08778e-05 0.00373991 0.00810092 -0.00259106 0.0050587 -0.0231435 -0.0381712 0.00614604 0.0037121 0.00230142 0.00699189 -0.0136646 -0.0394568
internal_weight=4318.84 4299.36 577.771 341.947 235.825 313.056 44.6265 30.7952 309.017 283.239 191.198 148.217 42.9809 7.93497
internal_count=166285 165953 19544 6447 13097 5444 1395 876 5284 4821 11702 8817 2885 538
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=15
num_cat=0
split_feature=32 31 18 57 38 61 20 47 75 57 21 15 52 52
split_gain=5.79267 4.86589 4.60148 3.74774 5.828 7.65473 5.59866 5.10665 4.90035 5.45179 5.43234 5.61383 6.10802 11.0059
threshold=0.093321070920179452 0.93039152506787492 2.3596090324992796 24.500000000000004 23.500000000000004 0.83083566563585387 0.043797953964194385 16.500000000000004 5.377587880612313 25.500000000000004 0.055050505050505051 0.6849443615150872 65.958923611111132 246.09741898148152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 10
left_child=1 3 -2 -1 5 8 -7 -8 9 -5 -11 12 -12 -14
right_child=2 -3 -4 4 -6 6 7 -9 -10 10 11 -13 13 -15
leaf_value=-7.2833010566506585e-05 0.002992376701001788 0.043993370444386219 0.036341140508108917 -0.026905997850827298 -0.010117867699571376 -0.0084141412756543917 0.033670218765449254 -0.025587248553791027 0.0090153263405001512 -0.010750211365641782 -0.0025504470779629533 -0.0017529883076163055 0.066139669483406369 -0.018828596503672471
leaf_weight=3436.6307086292418 23.482566673461406 5.0740826057735822 17.769915233671782 25.469860192656597 253.64208704137127 14.583349779727085 32.856299923478218 3.34128594509093 73.100195879553212 154.82602975641703 15.085220694774764 212.83631825217162 11.411162627569867 4.9653682268908588
leaf_count=108043 850 59 815 2872 6497 501 510 116 5275 19839 1353 17538 1172 888
internal_value=-0.000544347 -0.00072759 0.0178778 -0.000791488 -0.00386661 -0.00096256 0.0173374 0.0276595 -0.00286077 -0.0049218 -0.00345515 0.00119313 0.0205635 0.0407763
internal_weight=4285.07 4243.82 41.2525 4238.75 802.117 548.475 50.7809 36.1976 497.694 424.594 399.124 244.298 31.4618 16.3765
internal_count=166328 164663 1665 164604 56561 50064 1127 626 48937 43662 40790 20951 3413 2060
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=15
num_cat=0
split_feature=32 18 52 39 1 64 56 5 26 57 1 46 43 61
split_gain=4.7608 5.37421 5.83822 3.85688 7.92612 4.56271 8.51853 8.66679 6.21076 8.17291 5.96049 11.339 6.99557 12.3779
threshold=0.093321070920179452 2.3652548450850461 2.5751215277777781 1.5000000000000002 16.500000000000004 5.6436769842906767 2.5000000000000004 20.500000000000004 0.99999992039410934 21.500000000000004 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 0.66393078414429596
decision_type=2 2 10 2 2 8 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 10 -8 9 -9 12 -12 13 -7
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0018805051926557134 0.013525815474840342 0.036535366493889991 -0.045844870557420397 -0.032821057759535803 0.052354599548158721 -0.0018176930211067461 -0.047672457543398883 0.04396308915016521 0.031925068930588323 -0.0015582362207856269 -0.05789612101995914 0.0099023030264997827 -0.0021147253851957039 0.014020468950567909
leaf_weight=2840.8591203969645 16.423131126299271 17.211213427959592 4.4317543369252226 18.757187778940537 2.2535391104829605 264.99891536134237 4.3461143582244395 11.259970158484064 44.455162223719526 50.055668379165581 11.278877911929158 11.890733896463644 746.83698234038457 229.47707215958508
leaf_count=124065 752 806 120 14704 266 5776 73 95 270 1318 393 205 15361 2031
internal_value=-0.00068561 0.0166896 -0.000611123 -0.000845634 -0.0217219 -0.000736455 0.00162758 0.0149008 0.0178943 0.00737262 0.000460829 -0.0241316 0.000938912 0.00554596
internal_weight=4274.54 38.0661 20.8549 4236.47 21.0107 4215.46 1374.6 110.117 105.771 61.3156 1264.48 23.1696 1241.31 494.476
internal_count=166235 1678 872 164557 14970 149587 25522 1756 1683 1413 23766 598 23168 7807
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=15
num_cat=0
split_feature=40 22 47 20 14 18 37 64 1 18 14 37 8 51
split_gain=7.07026 8.75657 11.9984 9.61185 9.88935 11.5217 9.331 7.94575 8.16367 6.74785 9.49737 7.08819 6.34706 6.57295
threshold=1.0000000180025095e-35 0.18898809523809526 1.5000000000000002 0.12973352033660593 0.59569936615560881 2.3996517763048884 28.99008451348702 1.4978661367769956 1.0000000180025095e-35 3.1481256910834956 0.95774165780155063 2.643035950821623 0.31312524573601069 0.89587973461402759
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 -4 9 10 11 -9 -6 -14
right_child=1 -3 3 4 12 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.00019864385088588473 0.017022963162854062 0.014141011846041883 -0.024205014479833007 0.018014362867253494 0.037411727445410367 -0.036355664602995358 -0.061070201464006602 -0.035220388415863196 0.0093073792032959055 0.030238738618108357 -0.086829890248644653 0.0076577127547838219 -0.046747795509579269 0.013076169819914231
leaf_weight=3738.8301602890215 91.172743106249982 200.81243844384153 52.481464855562081 16.434204990189755 26.504093731986359 21.373058610231965 7.7964848332339889 19.076904142282729 73.693882640560332 5.7067144465399897 4.3393592550419262 17.970288407130283 4.1249689920805386 44.433939624810591
leaf_count=146752 2909 6603 3630 630 336 702 174 870 2560 44 77 491 89 455
internal_value=0.000602205 0.00570415 0.00127956 -0.00364488 0.00776476 -0.0128667 -0.0107609 -0.00815968 -0.00104655 -0.0171055 -0.0241931 -0.0147671 0.0181888 0.00715353
internal_weight=4324.75 585.921 385.108 293.935 112.87 37.8073 181.065 173.269 120.787 47.0933 41.3866 37.0472 75.063 48.5589
internal_count=166322 19570 12967 10058 2212 1332 7846 7672 4042 1482 1438 1361 880 544
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=15
num_cat=0
split_feature=27 18 37 34 18 66 37 10 37 7 11 64 66 8
split_gain=5.26818 5.30288 7.84997 8.15368 5.60392 5.39533 5.17877 11.9556 8.23913 9.14844 8.51287 7.96169 8.72888 8.50236
threshold=0.70147835114941726 2.1452985986443802 24.332402742378402 0.0056369141887031848 2.6308868499124043 2.5257482426970279 21.994021067367076 0.010385413734715994 36.929109374649009 0.53583347946773163 6.5000000000000009 4.8940944640863338 2.2284645267818672 0.83638463054612122
decision_type=2 2 2 2 2 8 2 2 2 2 2 8 10 2
left_child=6 -2 -3 4 -4 -5 -1 -8 9 10 -9 12 -10 -14
right_child=1 2 3 5 -6 -7 7 8 11 -11 -12 -13 13 -15
leaf_value=0.00056755008314213109 -0.029142946035648154 0.034113952776189699 0.030573403870118799 0.021371576001906825 0.0040288492066174872 -0.052430115415437933 0.02285692051920693 0.033756925076621716 -0.023249648621027692 -0.011620042404011011 -0.0062540285937200445 0.011036348501710294 0.016397391928399962 -0.0033992914050231661
leaf_weight=2824.6351511004405 8.2137571345665474 27.108500303365872 23.134137638378888 2.7326218504458639 115.36162602974218 8.4213505277875811 41.404400589017314 21.485782861162079 48.500617847370449 433.40070453988301 31.903918668162078 117.33482086930599 59.376752086973283 532.81528880781843
leaf_count=144152 802 831 306 29 1671 154 798 417 913 6573 1110 1013 998 6751
internal_value=-0.000257904 0.00797352 0.00985253 0.00526039 0.0086502 -0.0340786 -0.000630134 -0.00325873 -0.00414502 -0.00921397 0.0101723 -0.000881997 -0.00307849 -0.00139006
internal_weight=4295.83 184.972 176.758 149.65 138.496 11.154 4110.86 1286.22 1244.82 486.79 53.3897 758.027 640.693 592.192
internal_count=166518 3793 2991 2160 1977 183 162725 18573 17775 8100 1527 9675 8662 7749
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=15
num_cat=0
split_feature=21 11 4 52 10 17 75 10 0 4 51 44 1 8
split_gain=6.00595 7.9959 6.64412 5.23866 5.18336 10.8666 14.2891 13.4743 13.2819 7.94771 6.22298 5.60289 5.95433 5.2714
threshold=0.31414473684210531 40.500000000000007 154.50000000000003 266.63509259259268 0.5902549250675333 1.0000000180025095e-35 1.4978661367769956 0.27330812814403643 16.500000000000004 169.50000000000003 2.740319461670996 26.500000000000004 7.5000000000000009 0.09117598038579651
decision_type=2 2 2 10 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 10 -8 -9 -10 -5 12 -7 -14
right_child=-2 2 -4 4 -6 11 7 8 9 -11 -12 -13 13 -15
leaf_value=0.0002415872851108358 0.0041564358531289538 -0.011471596979557118 -0.061249548496871323 -0.013903807656321474 0.0074956692784962147 -0.0044090033455526124 -0.087714663963534237 0.0037415882487699483 -0.09468820860789437 0.0083539226322928758 0.036405282290227457 -0.05543115930498952 -0.03499577238299835 0.04622138446167523
leaf_weight=3123.8987749072367 783.36201931176583 29.479441735471482 7.9495926283561849 20.46999252866954 59.158830314117949 236.51049091220921 12.180557887419125 16.243777404219149 6.5074785079341364 2.2892788704484701 7.6126518710516384 4.1441817250961313 1.7018777608245717 9.2649683070412703
leaf_count=126887 17378 679 328 199 638 18262 273 199 139 27 46 568 343 491
internal_value=0.000198024 -0.000679495 -0.0233627 -0.000430316 -0.00599724 -0.00853155 -0.026544 -0.0464403 -0.0237657 -0.0697569 0.00051685 -0.00377017 -0.00268547 0.0317466
internal_weight=4320.77 3537.41 37.429 3499.98 376.084 316.925 65.3037 37.2211 25.0405 8.79676 28.0826 251.622 247.477 10.9668
internal_count=166457 149079 1007 148072 21185 20547 883 638 365 166 245 19664 19096 834
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=15
num_cat=0
split_feature=66 59 75 49 4 51 10 18 9 75 71 60 60 49
split_gain=5.23511 5.29638 4.82607 6.50335 5.81961 7.61833 6.73073 6.7151 6.95288 9.00585 6.42283 7.67686 6.02245 5.12592
threshold=1.9377217447323238 0.007240844485425179 5.9801499880778026 10.500000000000002 214.50000000000003 5.1029059508623904 0.023141827198597174 2.4890257723746525 3.5000000000000004 4.3882378946731615 7.3168802927714083 0.14200349893873362 0.34499687691658243 12.500000000000002
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 10 8 9 -8 11 -5 -11 -9
right_child=1 2 -4 4 5 -7 7 13 -10 12 -12 -13 -14 -15
leaf_value=-0.010956154225127079 -0.017442830222042752 0.00012460379933814053 0.0061843164630768508 -0.0038759080729341361 -0.080418166567355592 0.01284523399775836 0.05245808218543932 -0.03032740536431483 -0.025236873861500204 0.05162012583548195 0.045011308302138842 -0.051127482796751944 -0.036762818362101678 -0.0033424866029728366
leaf_weight=112.64160052511079 42.466593001467118 3633.6580285703476 301.35889080975358 14.915772633841696 5.0869559045495389 3.0389684596739244 15.182711788977036 19.660640578047605 6.2034248559502876 1.7370844451070286 2.1006174196227212 19.868373528752272 5.7254354703763966 121.11490666578175
leaf_count=10271 1218 134745 8654 3529 413 192 433 545 787 99 194 2395 158 2793
internal_value=-0.000367127 -8.0056e-05 0.00010179 -0.000376014 -0.00881249 -0.0479535 -0.00704865 -0.00277561 0.0188003 0.031421 -0.0261074 -0.0315401 -0.0125208 -0.00729852
internal_weight=4304.76 4192.12 4149.65 3848.29 214.635 8.12592 206.509 169.624 28.8487 22.6452 36.8848 34.7841 7.46252 140.776
internal_count=166426 156155 154937 146283 11538 605 10933 4815 1477 690 6118 5924 257 3338
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=15
num_cat=0
split_feature=45 37 10 10 35 40 75 51 38 37 47 50 47 71
split_gain=4.71152 10.2524 8.57637 9.39586 7.00778 7.30095 6.8406 6.6772 8.891 7.99422 9.1202 7.04616 12.3346 10.7232
threshold=6.5000000000000009 5.3662410007815948 0.0056617653229691133 0.41742857028158881 1.0000000180025095e-35 1.0000000180025095e-35 6.1323122662398957 1.7005986908310777 7.5000000000000009 20.716102209427849 15.500000000000002 3.5000000000000004 13.500000000000002 5.9175479584402915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 -2 -6 7 8 -4 10 -10 -9 -13 -14
right_child=1 2 3 -5 5 -7 -8 11 9 -11 -12 12 13 -15
leaf_value=0.00081603290061201699 -0.020524938134131733 0.01918242656306534 -0.027032004952193184 0.0074045538938539912 0.0065536434462040551 -0.030482402292687807 0.010362711606049117 -0.0060260082721829865 0.043696963537699467 -0.014764841643775607 -0.019258619283743061 -0.054277302290519538 -0.028990613910987114 0.011709324052610735
leaf_weight=3581.1784811784037 123.43163270367586 51.879400875993269 15.962484383654553 168.33800269879612 61.516301297760947 15.907055800184024 45.818851423842716 106.24648707048618 23.793391943355349 14.356250237611674 6.8546292397140851 24.98021076148143 40.81512108327297 25.684444191661896
leaf_count=130046 19711 2067 932 2092 3770 424 1100 1855 480 272 328 926 1253 733
internal_value=7.1414e-05 -0.00359978 8.3824e-05 -0.00204767 -0.0131758 -0.00134728 -0.00728011 -0.0104328 0.00398381 0.0153332 0.0294529 -0.0148757 -0.0249776 -0.0133303
internal_weight=4306.76 725.584 524.729 472.85 200.855 77.4234 304.512 258.693 60.9668 45.0043 30.648 197.726 91.4798 66.4996
internal_count=165989 35943 12038 9971 23905 4194 7879 6779 2012 1080 808 4767 2912 1986
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=15
num_cat=0
split_feature=64 77 71 20 61 10 10 39 58 50 7 61 3 49
split_gain=4.85949 10.3971 7.53733 8.2736 7.42297 6.68879 6.67046 5.95576 6.10846 5.92782 5.83087 7.33009 6.9264 6.13438
threshold=5.772996334337213 7.5000000000000009 2.4414009612931857 0.31009615384615391 1.0000000180025095e-35 0.005374878875448433 0.75893210624885599 1.0000000180025095e-35 0.020782362912189253 2.5000000000000004 3.4653852282237705 0.89997753662229718 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 -3 8 -4 -2 11 -6 -12 -14
right_child=1 6 7 -5 10 -7 -8 -9 -10 -11 12 -13 13 -15
leaf_value=-0.02848042158240803 -0.059097946206440634 0.0024927029599506028 -0.010792111646838834 0.011787768161662994 -0.011840496682766002 0.016764478007367255 0.020032669336068121 0.0061973985323927859 -0.00016873154032937232 0.0075977401233495272 0.043227711908956704 -0.033511588570331589 -0.050853982731241656 0.021883030250702994
leaf_weight=9.4998484629541036 9.5654305466623537 1353.3906053029514 143.70685148534085 44.364031318604248 158.74330075931721 36.266709336909116 55.500705568374542 344.430387179229 2085.4435832456329 4.5619461103342465 8.2055309638381022 51.748644894047175 4.9210355842951667 4.85253044241108
leaf_count=1080 367 40172 22331 950 8887 1135 590 15128 74473 120 50 855 66 47
internal_value=0.000365847 0.00275686 -0.00081113 -0.00805308 -0.0112939 0.00696474 0.00319738 8.81807e-05 -0.000858122 -0.0384824 -0.0149659 -0.0173015 0.0118497 -0.0160613
internal_weight=4315.2 1423.02 2892.18 318.602 274.238 45.7666 1408.89 2573.58 2229.15 14.1274 228.471 210.492 17.9791 9.77357
internal_count=166251 41249 125002 13070 12120 2215 40762 111932 96804 487 9905 9742 163 113
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=15
num_cat=0
split_feature=40 17 5 71 36 37 37 10 33 50 75 0 3 10
split_gain=6.80578 5.74507 7.4921 5.90638 6.48603 6.91755 7.15466 6.24114 5.49984 5.71583 5.38298 5.1526 5.09564 5.27245
threshold=1.0000000180025095e-35 0.40149253731343287 28.500000000000004 2.9174053685313028 6.5000000000000009 0.57828082269142256 7.1857763809315225 0.013420430890919226 0.1029235520891178 3.5000000000000004 3.6242520361853052 17.500000000000004 1.0000000180025095e-35 0.019734876998380148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -3 -11 -8 13 -4
right_child=1 8 12 4 -6 6 11 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00034589552108700285 0.050139267973928661 0.010475184036258489 0.013324723311565818 -0.0077033826171955897 0.054671478441219334 -0.024254929151005973 0.024033926570860679 0.11309917266573051 -0.041632241600786733 -0.040947960058665064 -0.0014850735267275031 -0.025189845374699951 -0.016535727102499762 0.0016361744929225626
leaf_weight=3721.1649204983614 14.106779591500525 42.116241676325444 158.97235126693704 1.5348691215040156 7.7594435320643234 15.762470312474759 28.551626590255182 1.8029242310440166 8.8318442558229417 12.869286252556774 23.135266417928506 5.6255480255931607 25.127125412931491 243.90799365911516
leaf_count=146827 207 1970 6581 309 143 898 316 46 408 2126 1411 82 1114 3959
internal_value=0.000445692 0.00542954 0.00747962 0.02194 0.0147194 0.00800063 0.00268499 0.068579 -0.00638335 -0.00192252 -0.0163159 0.015446 0.00489565 0.00626993
internal_weight=4311.27 590.104 503.151 75.1437 61.0369 53.2774 49.9396 3.33779 86.9526 78.1208 36.0046 34.1772 428.007 402.88
internal_count=166397 19570 13655 2001 1794 1651 1296 355 5915 5507 3537 398 11654 10540
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=15
num_cat=0
split_feature=37 38 1 16 37 8 38 27 64 10 38 47 8 16
split_gain=3.95843 8.17022 9.44453 10.5181 8.89008 8.82028 8.39665 11.5897 8.65504 7.76337 7.62737 7.5585 15.0413 10.2879
threshold=55.233199552931175 7.5000000000000009 1.5000000000000002 0.68090061761281506 8.0423181208084458 0.82183252422812736 74.500000000000014 0.18713408546590465 1.7005986908310777 0.016926663049532741 21.500000000000004 3.5000000000000004 0.96192317829245078 0.99335121972352025
decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 11 -8 -9 10 -3 -7 13 -13
right_child=-2 4 3 -5 5 6 7 8 -10 -11 -12 12 -14 -15
leaf_value=0.0038468534168346509 0.0042108450766860685 -0.025768896030078054 -0.0014727511172146596 -0.023862366685491649 0.0025694941719846742 -0.01127173262522646 -0.099537933493822922 0.023984146208625611 -0.046552119509232513 -0.0035751865775579331 0.016532950252696021 -0.025034706374956295 0.0018884832209440602 0.021802853490406549
leaf_weight=1406.0620001623845 489.99515426077414 100.18786945265833 414.40695150257989 59.084256733767688 736.97282565610385 257.77724012521503 4.374950889497998 7.4751960947178295 8.0739738142583501 134.96230204596122 11.22800094469221 87.967151540098712 578.24929651238563 12.719315105583517
leaf_count=75105 6417 8878 34161 1192 20908 3972 139 109 153 5314 1170 1864 7090 126
internal_value=-1.52537e-05 -0.000558365 0.00179055 -0.00431103 -0.00283385 -0.00153962 -0.00470456 -0.0360423 -0.0132419 -0.0116883 -0.0213968 -0.00400028 -0.00122694 -0.0189617
internal_weight=4309.54 3819.54 1879.55 473.491 1939.99 1693.61 956.637 19.9241 15.5492 246.378 111.416 936.713 678.936 100.686
internal_count=166598 160181 110458 35353 49723 34361 13453 401 262 15362 10048 13052 9080 1990
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=15
num_cat=0
split_feature=49 44 0 40 22 5 38 18 64 44 44 52 49 34
split_gain=4.30708 7.18378 4.72011 4.60851 6.91036 9.90634 9.55822 9.17931 13.0383 6.86828 6.77761 8.16175 9.88893 7.34885
threshold=72.500000000000014 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 0.12158167036215818 28.500000000000004 15.500000000000002 3.378631330391257 0.89587973461402759 1.5000000000000002 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.0031306185698090519
decision_type=2 2 2 2 2 2 2 2 8 2 2 10 2 2
left_child=3 -2 -3 9 5 6 -5 8 -7 -1 11 12 -11 -13
right_child=1 2 -4 4 -6 7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.00015494064805086249 -0.032183295873883515 -0.022193396919933134 0.032572590467200055 0.042685033645099291 0.0088076078640295253 -0.037282528741965748 -0.071817666076513409 0.014622119547486774 -0.0036951531020253422 -0.017174246707739271 -0.0006025463546278654 -0.014589590878502288 0.018806189203310241 0.014510046428003305
leaf_weight=2824.325433623726 5.5912583960162001 3.8402894051178036 27.79939700448449 17.351955697595262 295.31465165133704 33.200763538203319 1.1179749376606185 50.159497798420489 188.14962269372336 30.148181258813565 402.2430967781147 338.87268122951718 48.482643080089474 22.394289406598546
leaf_count=108062 767 270 849 882 10388 2416 42 987 4844 954 14716 19036 1514 785
internal_value=-0.000529285 0.0161785 0.025449 -0.000679358 0.00343701 -0.00204386 0.0324216 -0.0044988 -0.008878 -0.00133723 -0.00529744 -0.00957936 0.00496834 -0.0127507
internal_weight=4288.99 37.2309 31.6397 4251.76 585.294 289.98 18.4699 271.51 221.35 3666.47 842.141 439.898 78.6308 361.267
internal_count=166512 1886 1119 164626 19559 9171 924 8247 7260 145067 37005 22289 2468 19821
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=15
num_cat=0
split_feature=21 27 11 64 10 57 50 8 52 51 34 15 18 49
split_gain=4.78541 6.26163 11.8705 9.1108 8.56329 7.37313 7.60886 6.3875 7.61485 9.90354 13.5678 10.1775 8.43675 8.01017
threshold=0.44097222222222227 0.067199502177780202 2.5000000000000004 5.750982812366944 0.1161524022671304 7.5000000000000009 4.5000000000000009 0.17685921984816202 81.943541666666675 2.8029010331479989 2.0436997682317212e-05 2.6505698646726623 2.5489269350542609 26.500000000000004
decision_type=2 2 2 8 2 2 2 2 10 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 8 9 11 13 -1 -10 -11
right_child=-2 2 3 4 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.010099354895370147 0.0068424125806573052 0.021625406295933888 0.00029290903041626315 -0.035451856069745186 0.022295486403326133 0.031358015528468196 -0.018011993412805915 -0.0026221000679482243 -0.020045823738592886 -0.013325213281013366 0.019676218326524983 0.042786773657492123 0.0028059087827728771 0.033268646076550029
leaf_weight=195.10335333625426 282.99036171917396 78.23263611690345 1187.7033109640652 12.478673051416989 93.430216763255885 16.062766179034956 13.49168751046818 2050.2856193159359 62.135700590275519 124.43604750637132 53.211031049888334 26.347107403315022 111.54818229447483 9.0090725001064111
leaf_count=22180 5292 2622 28336 216 723 233 385 60160 9993 14790 4321 2694 13283 1255
internal_value=0.000569009 0.000127277 0.002826 0.00169898 0.0139345 -0.0047362 0.00896859 -0.00131013 0.00330994 0.00703681 -0.00144842 0.0141632 -0.00543729 -0.00995554
internal_weight=4316.47 4033.48 1401.4 1323.17 135.463 42.0331 29.5545 2632.08 581.79 408.107 186.656 221.45 173.684 133.445
internal_count=166483 161191 32515 29893 1557 834 618 128676 68516 45240 20366 24874 23276 16045
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=15
num_cat=0
split_feature=70 71 57 34 0 34 16 66 20 33 14 7 0 71
split_gain=4.3358 5.20806 4.75432 5.71155 5.88132 5.06116 4.80154 9.50695 7.03182 5.41833 5.46928 9.73148 6.75007 5.4035
threshold=1.0000000180025095e-35 4.6681339642869872 1.0000000180025095e-35 0.014318670498834543 8.5000000000000018 0.21662872491791671 0.99078988963286219 2.5660573765416497 0.045199182839632285 0.073240552400938769 0.58653555929890788 0.33549317072441587 13.500000000000002 5.6185859816918615
decision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 9 8 -8 13 12 -12 -11 -4
right_child=2 -3 5 4 -6 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00039350165246285565 0.0074902858722041832 0.0057018201708386026 -9.9350791601566553e-05 -0.045840259277507775 0.0046742365638491696 0.041762800648284699 -0.083930568099766845 -0.0054728919368284661 -0.0206897517403903 -0.058098971129491334 0.036505865272394328 -0.027062598938111044 0.015464382940655767 -0.0063658400210967782
leaf_weight=870.73170515417314 234.17641452593034 585.36305733459631 1966.0268866762426 9.6709740723017621 12.165119389130266 5.6096529012429519 5.7657160963863161 132.66931470687268 15.463953490019774 12.232719529594759 8.4763303967192787 15.538852159399537 3.6076601479144292 415.97363220461466
leaf_count=40227 2363 21751 76749 104 88 107 72 1152 226 310 60 202 183 22611
internal_value=-0.000158061 0.0020591 -0.0012962 0.00519008 -0.0187258 -0.00194125 -0.0020526 -0.0105878 -0.0408682 -0.00150608 -0.0195615 -0.00406324 -0.0414214 -0.00119589
internal_weight=4293.47 1456.09 2837.38 256.013 21.8361 2581.36 2575.76 153.899 21.2297 2421.86 39.8556 24.0152 15.8404 2382
internal_count=166205 61978 104227 2555 192 101672 101565 1450 298 100115 755 262 493 99360
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=15
num_cat=0
split_feature=49 47 14 0 49 52 14 0 0 9 4 37 4 51
split_gain=5.39808 8.43575 7.8471 5.6751 4.40558 7.49524 6.24956 4.11986 8.0155 4.09844 7.52611 7.08069 5.71421 6.909
threshold=61.500000000000007 7.5000000000000009 0.42477941431889127 5.5000000000000009 36.500000000000007 2.8330092592592595 0.99999997506830396 60.500000000000007 7.5000000000000009 8.5000000000000018 180.50000000000003 7.765677154989711 153.50000000000003 2.602003343538398
decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 9 7 -7 8 -6 -1 11 12 13 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00037284441089056278 -0.029832639091067144 -0.042362152489905207 -0.015823412829268895 0.040624633010827881 0.032151866724909051 -0.026159933838317235 -0.11484563236511547 0.055938215507787992 -0.052918113958810908 -0.0032464614540183272 -0.021948527476374529 0.033412842295427035 0.021139607503222455 0.0096369933729702068
leaf_weight=3720.1787767519445 7.1548074431884734 2.95093125668427 4.6270262050384181 31.057651312323287 4.9972359660605452 11.453583081220128 1.7116460398538045 2.3862792351283124 4.1714933613548055 228.18738937044054 24.76702864897743 21.174389313797292 45.275732353924468 189.74287326036028
leaf_count=113424 749 657 221 703 186 1322 56 32 291 25256 3006 723 3558 16203
internal_value=0.00026375 0.017154 0.0263884 0.0330735 7.79555e-05 -0.0205529 -0.0449838 0.00864827 -0.00795019 0.000203372 0.00440608 0.00579607 0.00446438 0.00261175
internal_weight=4299.84 45.7904 38.6356 35.6847 4254.05 24.7202 13.1652 11.555 9.16873 4229.33 509.147 484.38 463.206 417.93
internal_count=166387 2330 1581 924 164057 1887 1378 509 477 162170 48746 45740 45017 41459
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=15
num_cat=0
split_feature=42 43 51 51 20 38 10 57 52 10 0 4 37 52
split_gain=3.6592 17.6 8.55424 9.86121 7.07818 7.94265 7.42184 6.27431 5.82085 10.9632 6.88087 5.72228 5.45834 5.3868
threshold=1.0000000180025095e-35 3.5000000000000004 4.4248287033199567 3.9415346756528771 0.053812741312741323 2.5000000000000004 0.0059638888117777679 20.500000000000004 28.384386574074078 0.010848960122505273 5.5000000000000009 156.50000000000003 0.19996234691221351 24.832714120370373
decision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 10
left_child=-1 2 3 7 6 11 13 -2 9 10 -4 -6 -9 -3
right_child=1 4 8 -5 5 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.00074877151149870197 0.0062877333143761044 0.046973187917507694 0.035932986280446985 0.045767968334008605 -0.065676660064347067 0.015552010355804297 -0.030845578028935033 -0.04420434721108582 0.012815608002698651 -0.061738672831881947 -0.040406386501462305 0.02990644710647223 0.037005428584658683 -0.040151381422063641
leaf_weight=4015.2366519459783 160.52521810480357 7.2060936867201253 6.8624748768052104 20.919631122378632 16.333885368125273 4.109839597484096 9.5738792979755072 1.407374924188846 13.255140880646648 10.69443274605146 3.7507850033580326 1.1544155096053135 26.753848955773719 1.4390846594178581
leaf_count=157872 4487 530 52 168 1063 53 361 335 156 101 90 7 1464 58
internal_value=-0.000360372 0.00511451 0.0101592 0.0139572 -0.0253118 -0.0440095 -0.00200965 0.0102077 -0.0126185 -0.0283059 0.007798 -0.0580908 0.0315702 0.0298111
internal_weight=4299.22 283.986 244.169 209.606 39.8172 21.5981 18.2191 188.686 34.5628 21.3077 10.6133 17.4883 28.1612 8.64518
internal_count=166797 8925 6853 6454 2072 1123 949 6286 399 243 142 1070 1799 588
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=15
num_cat=0
split_feature=34 12 66 34 75 38 37 52 26 8 58 17 40 43
split_gain=5.30972 6.76031 3.95073 9.85268 6.50085 7.92966 5.57889 9.437 5.7026 5.37148 5.52201 5.78795 4.56925 7.92773
threshold=0.15724129429711625 8.5000000000000018 1.8787073653777229 0.00044898130416591147 4.7578820629520608 14.500000000000002 2.0768151673586606 17.22918981481482 0.10002435539428781 0.36551733918693136 0.093420814932171983 0.37617924528301894 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 8 2 2 2 2 8 2 2 2 2 2 2
left_child=2 -2 3 4 5 9 8 -8 -5 10 -1 -12 -4 -14
right_child=1 -3 12 6 -6 -7 7 -9 -10 -11 11 -13 13 -15
leaf_value=-0.029412554412442917 0.045201108012146302 -0.03083508178436933 -0.00058133474526689212 -0.017369193252366407 -0.047009116852550478 0.027317561613763697 0.023288795603523395 -0.048484407225735694 0.08085456954613468 -0.054348540008075097 0.042453000728429877 -0.030335004839922599 0.010901035286655182 -0.00096881056839895731
leaf_weight=13.408684392907391 11.861415636965829 3.0127019722131072 3628.2186626055127 1.6524842311355339 17.136429768866947 9.562056135348028 13.907487585602214 5.6114204737859827 4.0779750370420516 8.5364242910482044 6.7256571096067983 3.3554444869641884 249.23548158488848 320.93236220009203
leaf_count=3662 315 94 139572 295 1226 245 419 380 82 505 831 318 8194 10121
internal_value=-3.61511e-05 0.0288279 -0.000143113 -0.0108168 -0.0219387 -0.0107471 0.0149006 0.00129766 0.0541577 -0.0225951 -0.00930761 0.0176747 7.29019e-05 0.00422982
internal_weight=4297.23 14.8741 4282.36 83.9741 58.7247 41.5883 25.2494 19.5189 5.73046 32.0262 23.4898 10.0811 4198.39 570.168
internal_count=166259 409 165850 7963 6787 5561 1176 799 377 5316 4811 1149 157887 18315
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=15
num_cat=0
split_feature=24 17 43 10 14 26 51 37 37 45 61 51 34 10
split_gain=5.34415 4.77348 4.62581 4.55121 5.57429 6.19714 5.33637 4.94237 6.55951 6.35753 4.82875 4.40494 6.48273 7.14448
threshold=0.11348003765787708 0.036700336700336705 1.0000000180025095e-35 1.0000000180025095e-35 0.33745498773475918 0.44526198351615792 3.4175922930736511 1.6143170053871265 1.1571033583644461 9.5000000000000018 0.34850445228339205 2.524928003624769 0.15724129429711625 0.11208198935266274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 8 -5 -9 -8 -3 13 -13
right_child=1 11 -4 4 5 6 10 9 -10 -11 -12 12 -14 -15
leaf_value=0.047524300518561574 0.00354814645469356 0.039387413445942154 -0.00064308108392435509 -0.040595626673655141 0.022896372887543912 0.018779370670871844 0.011686403442448434 0.018299900889516971 0.055820584262332433 -0.041868036835297377 -0.057149422697108793 0.023811129225173269 0.062265412049271808 -0.033056023970456067
leaf_weight=6.5635022250457942 117.35931137908483 20.162240925128572 4035.939568556706 1.8302050414481552 51.979551907848872 7.7493949420741073 3.4566025980748218 5.551233310248338 4.1032711380453293 13.897217572153748 6.3257557982578874 10.259360561147338 3.4406993200536808 9.862318742903879
leaf_count=1601 1632 258 151727 1621 6609 896 69 363 163 830 159 152 45 164
internal_value=-2.80737e-05 0.00887822 -0.00037689 0.0101151 0.007059 0.0143348 -0.0109149 -0.0126548 0.0245149 -0.024639 -0.0339982 0.0227852 0.00755362 -0.00430681
internal_weight=4298.48 161.084 4137.4 101.457 94.8932 69.5113 17.5318 25.3819 5.93348 19.4485 9.78236 43.7246 23.5624 20.1217
internal_count=166289 2251 164038 12311 10710 7733 1124 2977 1784 1193 228 619 361 316
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=15
num_cat=0
split_feature=36 34 3 20 39 43 26 15 0 52 0 15 26 10
split_gain=4.61319 4.3952 7.41266 5.00244 3.53095 3.70202 10.2945 7.50623 7.2479 7.01741 6.62777 6.38684 4.27929 4.1473
threshold=32.500000000000007 0.13248429331823547 1.0000000180025095e-35 0.23904761904761906 3.5000000000000004 1.0000000180025095e-35 0.45285619436722935 0.93305140308235635 7.5000000000000009 0.00053819444444444455 14.500000000000002 0.55626312735309402 0.025303154337040754 0.11208198935266274
decision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1 11 13 -10 -9 -8
right_child=-2 2 -4 -5 -6 -7 10 12 9 -11 -12 -13 -14 -15
leaf_value=0.02011761085325612 -0.030415848088019778 -0.052061219106447836 0.038735460458293514 0.030923863480106697 -0.043233398457041085 0.00023305811071472392 -0.052256282935606274 -0.034630191737185373 0.044702437678410839 -0.038933419402821745 -0.049715307135330754 -0.048774789571722925 0.044245000667919504 0.013347681880976193
leaf_weight=37.591304696895349 11.067509452128432 3.8946848212217473 16.547288552406826 2.0611925953999162 3.6266381102523146 4157.4914651407898 1.9030091506429041 1.1247590173479718 5.6064490884127762 12.103251073698628 9.1721811295137723 1.6083751971891613 24.902827523656015 13.199814710183999
leaf_count=765 417 106 459 19 10015 151876 66 326 161 417 130 180 1101 225
internal_value=0.000455638 0.000542335 0.0221052 -0.023025 0.000423501 0.000470753 0.00960081 0.0179516 0.00749985 -0.0168349 -0.0185115 0.0204632 0.0396813 0.00234953
internal_weight=4301.9 4290.83 22.5032 5.95588 4268.33 4264.7 107.212 82.937 56.9094 19.3181 24.275 7.21482 26.0276 15.1028
internal_count=166263 165846 584 125 165262 155247 3371 2950 1523 758 421 341 1427 291
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=15
num_cat=0
split_feature=31 31 64 22 57 16 49 14 31 44 11 34 8 18
split_gain=5.42369 8.54964 5.20653 4.75293 4.62259 3.75907 5.06515 4.47078 3.75824 3.80831 3.64986 3.51133 3.394 5.89742
threshold=0.21770818399969796 0.18804890361277399 4.5591125415341898 0.12372448979591838 4.5000000000000009 0.3007105867571257 1.5000000000000002 0.10263639975709002 0.13157756777065635 1.0000000180025095e-35 2.5000000000000004 0.0058441280970261073 0.17685921984816202 1.8363135610367625
decision_type=2 2 10 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -4 -3 6 7 -2 12 10 -10 -7 -1 -14
right_child=2 4 3 -5 -6 11 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.002666446946202097 0.0068378851337024624 0.0013544153231428218 -0.041553143538350761 0.025380628160091453 -0.05760749969259004 0.037735532641334571 0.034083453042283607 -0.032215097578559927 0.013228031576450819 0.037203863015550946 -0.030214506900399743 -0.0067316136866944739 -0.014905592231428023 -0.00085617073285583218
leaf_weight=692.26279748750449 51.165041144296993 4.8942953601945183 7.4297000363003445 3.0744367392035201 9.0724844482319877 22.584397720231213 13.853407565562518 7.5279758632532312 21.380880872486163 11.962360898032783 5.180240114365005 5.1315512139117336 75.40260947488332 3352.8557533141934
leaf_count=78470 380 43 98 36 146 219 169 246 220 133 110 39 4077 82026
internal_value=-0.000222274 -0.000513282 0.0106476 -0.0214591 -0.0382358 0.0141901 0.007998 0.00137318 -0.000377443 0.0149676 0.00396653 0.0295548 -0.000524503 -0.00116944
internal_weight=4283.78 4173.01 110.767 10.5041 13.9668 100.262 72.5464 58.693 4159.04 38.5235 26.5611 27.7159 4120.52 3428.26
internal_count=166412 165225 1187 134 189 1053 795 626 165036 463 330 258 164573 86103
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=15
num_cat=0
split_feature=18 18 35 28 45 44 0 61 10 34 20 43 52 52
split_gain=5.43144 6.70204 9.012 5.805 5.96065 8.36897 6.76758 6.72701 5.79383 5.70167 8.58786 8.60678 8.31754 12.7559
threshold=2.8557420803655469 2.8495239385607882 3.5000000000000004 0.045550689796504173 8.5000000000000018 77.500000000000014 6.5000000000000009 0.89997753662229718 0.0056617653229691133 0.015567656254108034 0.21583850931677021 2.5000000000000004 240.39277199074078 61.848912037037046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 8
left_child=1 3 -3 4 -1 6 -6 8 -8 12 11 -11 13 -5
right_child=-2 2 -4 9 5 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0011336726762723717 0.0020005767783924143 -0.066149580361131374 0.01482396674885449 0.0037696257243109883 -0.0053203815422416291 0.028670731923068363 -0.01026233047684841 0.013387248606536029 -0.042974957526244639 0.001608960906974085 -0.026308883488375373 0.052100353849602626 0.033720228502592389 -0.047112837296110724
leaf_weight=1558.6519023114697 2376.106310574939 8.0026137903187173 5.0558288684114805 84.417707133827207 106.22784922942719 11.782576397614319 21.879390347398839 9.1370858500804371 38.170254574832143 13.582847757716079 6.5108579606167032 21.578634273260832 16.58320666430518 13.399490982017594
leaf_count=79943 60976 552 56 4142 8019 432 4805 265 3429 664 132 340 1146 1281
internal_value=0.000403995 -0.00157705 -0.0359747 -0.0013221 -0.00214934 -0.0105551 -0.0133375 -0.0253955 -0.0314193 0.00788627 0.0234863 0.0331794 0.0020494 -0.00360674
internal_weight=4291.09 1914.98 13.0584 1901.92 1745.85 187.197 175.415 69.1867 60.0496 156.073 41.6723 35.1615 114.4 97.8172
internal_count=166182 105206 608 104598 96893 16950 16518 8499 8234 7705 1136 1004 6569 5423
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=15
num_cat=0
split_feature=34 61 27 17 12 21 7 10 10 0 66 38 51 51
split_gain=4.9304 6.6858 4.36914 7.91704 9.96538 4.57748 4.87197 7.26099 14.3365 10.1145 10.7905 9.70238 9.50741 10.7601
threshold=0.09976302339184541 0.94427204397557352 1.0208587398656819 0.23739406779661018 11.500000000000002 0.44097222222222227 1.1993164075452662 0.13514172834079513 0.077985736377834236 61.500000000000007 2.6209968254481506 15.500000000000002 2.4414009612931857 2.6735537653587351
decision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2
left_child=2 -2 5 4 -4 6 7 8 -1 10 12 -11 -9 -14
right_child=1 -3 3 -5 -6 -7 -8 9 -10 11 -12 -13 13 -15
leaf_value=0.00036830624996788379 0.027531255222417547 -0.018513428501163876 0.036414429991958729 -0.036296133120412737 0.0012308724597109308 0.0057911740840898736 -0.0035033338560543346 -0.02112078887001187 -0.012612770773991861 -0.057935390370327522 0.010231979908223695 0.0075412754142359833 0.043422435470612177 -0.0019641063071856686
leaf_weight=1770.619122993764 32.225739123023232 9.5613942156778631 32.096071710577235 7.3048035450337911 51.541718234831933 270.50809466745704 1244.3557221693336 56.313490454936073 240.72805211826471 11.315825608016896 444.92205946863578 10.086071001132948 13.888974737841634 105.65791685686054
leaf_count=120793 890 136 430 794 729 5076 19014 1689 7494 222 6763 134 151 2249
internal_value=-7.90323e-05 0.0168092 -0.000248625 0.0105328 0.0150033 -0.000486315 -0.000923338 0.000287398 -0.00119083 0.00491192 0.00609407 -0.028119 -0.00437338 0.00362538
internal_weight=4301.13 41.7871 4259.34 90.9426 83.6378 4168.4 3897.89 2653.53 2011.35 642.184 620.782 21.4019 175.86 119.547
internal_count=166564 1026 165538 1953 1159 163585 158509 139495 128287 11208 10852 356 4089 2400
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=15
num_cat=0
split_feature=75 15 10 75 10 21 42 0 45 58 16 8 1 26
split_gain=5.06038 5.13276 5.14568 4.82317 5.33673 4.05293 6.18319 14.4014 9.88407 11.7249 9.31936 9.34167 8.80679 8.00197
threshold=8.0180705334065738 8.6305578657504736 0.0021443426920270139 7.3271230761309782 0.010617304106740015 0.35504201680672276 1.0000000180025095e-35 24.500000000000004 7.5000000000000009 0.22488199060894057 0.87305671581322286 0.42032804718200895 13.500000000000002 0.11876337526795293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 10 -8 9 -9 -1 -12 -10 -11
right_child=1 -3 -4 4 -6 -7 7 8 12 13 11 -13 -14 -15
leaf_value=-0.00024965030686296231 0.028478339945997407 0.015537125152816798 -0.056093001054687557 -0.037356332555116514 0.025129461132607507 0.0040557783746592605 0.012961135540111328 -0.062612564158493006 -0.014122991276124909 0.018964533142609041 -0.063164620813793676 -0.0079607221118832942 0.069382432772004107 -0.037546007779154122
leaf_weight=3086.3230105512503 1.5099078000785109 4.5661755201872429 10.055628353016798 2.9378358417015979 30.879743355384562 559.44497338128713 201.72334417145157 14.59220739826196 6.6509515337311296 13.152567052573433 6.8966005907859644 296.58534830779536 4.5790976248681545 10.27829239789571
leaf_count=139510 94 76 484 409 667 11869 6389 1061 420 114 108 4374 160 184
internal_value=0.000141509 -0.0269782 -0.0436643 0.000251181 0.0187841 9.75299e-05 -0.000511644 0.00704524 -0.0169599 -0.0289912 -0.00107306 -0.00941856 0.0228157 -0.00634681
internal_weight=4250.18 16.1317 11.5655 4234.04 33.8176 4200.23 3640.78 250.976 49.2531 38.0231 3389.8 303.482 11.23 23.4309
internal_count=165919 654 578 165265 1076 164189 152320 8328 1939 1359 143992 4482 580 298
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=15
num_cat=0
split_feature=39 71 49 49 22 45 44 66 10 38 38 58 43 58
split_gain=4.17201 7.21793 5.5408 7.79937 8.10405 6.87277 5.81436 7.93526 5.62925 8.0547 6.75643 4.71175 7.65756 7.2714
threshold=1.0000000180025095e-35 5.772996334337213 61.500000000000007 23.500000000000004 0.18350168350168353 1.0000000180025095e-35 16.500000000000004 2.3511371561382544 0.25966617792048124 12.500000000000002 48.500000000000007 0.35868921198891895 4.5000000000000009 0.38057524195436182
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=2 11 3 -1 8 -4 7 -6 9 -5 -11 12 -2 -13
right_child=1 -3 5 4 6 -7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.0011031437447401266 0.0061559501741239725 0.022099684711501366 -0.052040508668079632 -0.049614350601241079 0.039596990224724057 0.022208661765298482 0.033400416909972891 -0.044325405421350314 -0.060417385435515274 0.016698366157790637 -0.044846922729899485 -0.028245360997325664 -0.0084539142482604485 -0.00053409926916101131
leaf_weight=2650.4294300081528 656.59092786341375 42.467699924935005 2.4389309177749956 12.253552478192431 3.3026346365804793 38.906395485821122 9.768690096359931 7.5012691479714713 10.873370680899823 15.685236051431277 5.085837752907536 23.510789282057885 102.96220545761753 693.66454917687292
leaf_count=105226 35021 1621 266 1785 192 1454 186 359 252 532 204 737 6201 12304
internal_value=-8.58469e-05 0.00201717 -0.00124531 -0.0015247 -0.0185734 0.0167032 0.0071029 -0.01749 -0.0304967 -0.0191591 0.00026113 0.00142507 0.00416698 -0.00148061
internal_weight=4275.44 1519.2 2756.25 2714.9 64.4706 41.3453 20.5726 10.8039 43.898 33.0246 20.7711 1476.73 759.553 717.175
internal_count=166340 55884 110456 108736 3510 1720 737 551 2773 2521 736 54263 41222 13041
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=15
num_cat=0
split_feature=40 66 43 47 27 33 51 37 66 75 49 0 15 37
split_gain=4.50155 7.15997 8.08597 8.05173 7.15766 7.69206 6.57265 7.85863 7.94641 10.8138 9.17226 8.99799 9.45338 8.49797
threshold=1.0000000180025095e-35 1.9105137119143396 2.5000000000000004 20.500000000000004 0.19695662997972516 0.020393138698609172 3.1567740231385479 55.233199552931175 2.0994132777346701 1.4978661367769956 20.500000000000004 30.500000000000004 2.1993201675837928 11.642946359592971
decision_type=2 8 2 2 2 2 2 2 10 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 8 13 11 -11 -10 -13 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.0020472759041108616 -0.028112796396799838 0.011973422076443675 -0.0014523860466044264 -0.048456289443072044 0.035774831692099454 -0.011740167390584063 0.0021003647586934414 0.0069718197690852388 0.0002815477755160832 -0.0092498955256886065 -0.075801569542585462 -0.022182180990945141 0.020507674020619 0.015094679267910277
leaf_weight=201.13974190270505 15.513591271548647 253.46710985727259 280.45331703861302 7.3275783599819979 26.624042605544673 11.729365463368593 1608.9323609227713 211.60232566503691 872.91584665800497 602.97037190808442 4.2442067070223848 82.846010670256874 14.527850628968734 111.69639953949445
leaf_count=20254 1278 8229 8784 304 781 344 57947 2617 34312 23911 267 4352 524 2702
internal_value=0.000343736 0.00437684 0.00529337 8.10009e-05 0.00134463 0.0213146 -0.000304059 -0.00214465 -0.00316828 -0.00461169 -0.00983893 -0.00133369 -0.0156693 0.00410176
internal_weight=4305.99 595.115 579.601 326.134 318.807 38.3534 3710.88 2101.94 1890.34 1577.5 607.215 970.29 97.3739 312.836
internal_count=166606 19720 18442 10213 9909 1125 146886 88939 86322 63366 24178 39188 4876 22956
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=15
num_cat=0
split_feature=51 16 26 57 57 18 35 56 74 0 10 51 26 36
split_gain=5.23208 9.6713 7.86302 7.08749 6.79951 10.1395 6.82318 8.22988 7.22247 7.79875 9.14239 10.8258 8.29934 8.06022
threshold=2.4414009612931857 0.9216493313673163 0.82989539358235553 14.500000000000002 2.5000000000000004 2.9396575941893222 1.0000000180025095e-35 1.0000000180025095e-35 0.79439159648240232 11.500000000000002 0.35587403113550881 1.8688348091416842 0.95671317944756151 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 7 -1 9 10 11 -8 -11 -13
right_child=1 2 3 -5 5 -7 8 -9 -10 12 -12 13 -14 -15
leaf_value=0.0075769392103752541 0.00061279550841528466 0.027238649070496463 0.012249866904827079 -0.013172096832551924 -0.0043103257313915639 0.0045430920065438205 -0.0083695351393904046 -0.040487359550083306 0.017996125998893896 -0.047895596288160473 0.0039557846071558017 -0.051698388672467011 -0.014812375003950877 0.021351060295072662
leaf_weight=103.9588775020552 2329.3388879630302 59.014774625400605 102.05709381069755 36.440848946745973 689.0372541554857 607.64669789564778 112.48669803172379 8.7382695771957497 20.027965743211098 26.255937563779298 101.11024842021288 25.995197439333428 67.513418232731055 3.827766816772054
leaf_count=2252 86125 456 1077 595 50826 20390 1689 141 206 459 996 424 726 44
internal_value=5.67122e-05 0.00151591 0.01211 0.0055145 -0.00203013 -0.00016117 -0.00717606 0.00352683 -0.0105531 -0.012297 -0.00752163 -0.015647 -0.0244835 -0.041934
internal_weight=4293.45 2526.85 197.513 138.498 1766.6 1296.68 469.914 112.697 357.217 337.189 243.42 142.31 93.7694 29.823
internal_count=166406 88253 2128 1672 78153 71216 6937 2393 4544 4338 3153 2157 1185 468
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=15
num_cat=0
split_feature=40 47 71 52 52 22 51 38 75 9 45 64 8 9
split_gain=3.77939 6.73031 8.29852 7.56475 7.08022 5.74225 7.00462 7.77143 6.68432 6.09878 6.001 6.90016 5.9722 7.45175
threshold=1.0000000180025095e-35 1.5000000000000002 4.2268071048866842 0.056712962962962972 51.012251157407412 0.18898809523809526 3.7494348669884658 1.0000000180025095e-35 4.2696729980286863 6.5000000000000009 1.0000000180025095e-35 6.8227417564880897 0.09117598038579651 6.5000000000000009
decision_type=2 2 2 8 10 2 2 2 2 2 2 10 2 2
left_child=-1 2 -2 -4 5 6 7 12 -9 -7 -8 -12 -3 -14
right_child=1 4 3 -5 -6 9 10 8 -10 -11 11 -13 13 -15
leaf_value=-0.0012000061251903004 0.0019503156598643585 0.04520467032172118 -0.020135564414034884 0.034103653805134602 0.0067921187864991954 0.010897501816484922 0.0092851403389292864 -0.022063606243093538 0.010265355379233981 -0.025648002441490816 -0.044021803205113119 0.036554625926317343 0.021935823266225219 -0.03032585407212415
leaf_weight=3699.2208835574256 73.096092670235521 9.9048487496838771 6.69691771219368 49.522722961599356 216.62492973572444 69.467857223469764 7.9828425683663218 58.93958318476507 21.127390371257206 12.649627744220195 30.971139084671449 2.1548170955793458 16.149604044359879 10.326247253600739
leaf_count=146822 2392 663 255 1782 7628 1341 242 1277 555 1116 1564 49 251 470
internal_value=-0.000609018 0.00311983 0.0131415 0.0274037 0.000257162 -0.00565302 -0.011216 -0.00485046 -0.0135115 0.00502708 -0.0287041 -0.0378628 0.0140624 0.00119059
internal_weight=4284.84 585.615 129.316 56.2196 456.299 239.674 157.556 116.448 80.067 82.1175 41.1088 33.126 36.3807 26.4759
internal_count=166407 19585 4429 2037 15156 7528 5071 3216 1832 2457 1855 1613 1384 721
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=15
num_cat=0
split_feature=21 52 34 28 0 37 11 47 1 48 7 22 4 17
split_gain=4.08481 6.22203 8.62765 8.87218 8.01296 7.82821 15.1122 10.2343 7.26113 9.33749 11.4643 9.56251 8.62967 7.33376
threshold=0.031009615384615389 6.2942824074074082 6.1204436554838454e-05 0.018496760607497605 25.500000000000004 17.175684390827971 3.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 0.36131058478997119 0.21980676328502416 97.500000000000014 0.10948202054794522
decision_type=2 10 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 -7 -8 9 11 -11 12 -3 -10
right_child=-2 2 3 4 -6 6 7 -9 13 10 -12 -13 -14 -15
leaf_value=0.0016183228474456737 0.00098034400684250439 -0.039043182075131487 0.020416205186862241 -0.052125512748067815 0.028371958129226306 0.025312762129397839 -0.02329733449257539 0.0017538965866687299 -0.047228275854320934 -0.023030508348234925 0.023737835451942437 -0.036496142670274276 -0.0056324482248833012 -0.012086279676657673
leaf_weight=520.8077915244312 3087.5999034383904 20.506071101135603 52.552557937560778 8.0963854664878436 3.9049103723373255 45.256097383753513 60.470647181849927 120.69456311207614 26.127773209875158 18.262028349483444 40.343161809229059 36.112289530701673 196.92382497622202 34.9189195539293
leaf_count=29496 96948 2074 3106 592 163 435 1642 2314 1296 2175 1182 3494 17194 4505
internal_value=2.25669e-05 -0.00247176 -0.0056766 0.0115683 -0.025766 -0.00754934 -0.000210152 -0.00668988 -0.0119897 -0.0088493 0.00902242 -0.0129995 -0.00894777 -0.0276457
internal_weight=4272.58 1184.98 664.169 64.5539 12.0013 599.615 226.421 181.165 373.194 312.147 58.6052 253.542 217.43 61.0467
internal_count=166616 69668 40172 3861 755 36311 4391 3956 31920 26119 3357 22762 19268 5801
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=15
num_cat=0
split_feature=38 26 16 61 20 7 77 52 58 14 51 22 47 21
split_gain=3.53112 6.92461 9.5931 7.11642 7.52866 6.46096 5.61849 5.55077 8.37626 13.1423 6.3792 5.97584 5.60306 5.12929
threshold=1.0000000180025095e-35 0.40737370183769467 0.95456727115527962 0.55003706817043385 0.48529411764705888 0.62488656550597022 7.5000000000000009 40.69439814814816 0.062725670168675848 0.38188219657718114 5.3913496380844323 0.22474747474747478 1.0000000180025095e-35 0.26969696969696971
decision_type=2 2 2 2 2 2 2 8 2 2 2 2 2 2
left_child=1 3 -3 7 6 -4 -5 8 9 -1 -10 -11 -9 -14
right_child=-2 2 5 4 -6 -7 -8 12 10 11 -12 -13 13 -15
leaf_value=-0.01994737877836341 0.0002425928082490685 -0.02384715406329848 -0.041912190558610153 -0.044814000536319641 -0.063546658711342921 0.019677573934527154 0.0054886177885508231 0.012377356239075701 -0.022478237021898582 0.052105569427875566 0.043410176629509772 -0.016628874597660385 -0.030166577230140726 0.0074407169043198733
leaf_weight=13.669467409549268 3725.2107779964217 81.612681079582217 4.1547116644214865 4.6740458905114783 3.1295617951836894 24.271922438289039 273.20216338502269 11.553849118121432 34.714833619495039 18.065576325898295 3.1662716937426003 3.2968896623060564 57.373177974649025 10.320904749176405
leaf_count=4409 114971 3627 73 338 89 286 13947 2759 3569 1967 477 443 17464 2122
internal_value=-0.000306946 -0.00406911 -0.0152093 -0.0012106 0.00350452 0.00955749 0.00448484 -0.00988434 0.000100185 0.0174665 -0.0159961 0.0412285 -0.0189575 -0.024408
internal_weight=4268.42 543.206 110.039 433.167 281.006 28.4266 277.876 152.161 72.913 35.0319 37.8811 21.3625 79.2479 67.6941
internal_count=166541 51570 3986 47584 14374 359 14285 33210 10865 6819 4046 2410 22345 19586
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=15
num_cat=0
split_feature=32 34 61 17 27 37 10 14 4 34 70 71 26 4
split_gain=4.27666 4.20991 4.46733 3.50645 3.43556 5.62086 12.0016 10.0432 4.23885 4.1558 3.54461 10.0671 6.05574 5.8056
threshold=0.093321070920179452 0.13248429331823547 0.63532456343222521 0.77638888888888902 1.0208587398656819 25.970847219572395 0.20015837784990029 0.56037185359167541 336.50000000000006 0.0056369141887031848 1.0000000180025095e-35 4.6681339642869872 0.95671317944756151 184.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 10 7 8 -6 -7 -8 11 -1 13 -13
right_child=3 2 -4 -5 5 6 9 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0017759451953352418 0.031570405048853993 0.032521472117937655 -0.013656414896890751 0.0017541525177995707 -0.0062979039876945413 -0.061410159102036489 0.014387508231883958 0.064159603222147782 0.017220694025409974 -0.028610053918803731 -0.0013958341362492902 0.012372035358317102 0.00014267697636821501 -0.015630468135731188
leaf_weight=839.00357299214102 18.553015955287265 18.112805859134827 6.5678467174875541 20.144091183035925 8.8980176009936276 7.7178321263927483 61.199653604533523 10.239768769824876 1.6661587728012817 5.2504511340521267 2721.9544767160678 334.69633969485221 210.74769320970518 18.757210536474304
leaf_count=38879 845 536 105 811 695 227 777 157 41 80 101942 16888 2809 1289
internal_value=0.000149396 -3.36752e-06 0.0201797 0.0164845 -0.000126157 0.00922587 0.0029495 0.0327147 -0.0471351 0.0106163 -0.000343649 0.00169693 0.00685534 0.0108461
internal_weight=4283.51 4244.81 24.6807 38.6971 4220.13 94.9719 75.8341 19.1378 9.38399 66.4501 4125.16 1403.2 564.201 353.454
internal_count=166081 164425 641 1656 163784 1977 1125 852 268 857 161807 59865 20986 18177
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=15
num_cat=0
split_feature=21 27 51 47 15 33 66 37 37 61 31 50 76 37
split_gain=3.91728 5.30446 9.80385 8.17894 7.73564 8.28824 8.13602 8.05134 9.42023 6.71966 8.93381 7.22814 6.70012 6.63865
threshold=0.03883861236802414 0.0036138073391256526 4.5271940351011493 1.0000000180025095e-35 0.57102950310759171 0.024912230550632623 2.5660573765416497 0.5035770347823415 0.29765738196278896 0.99999997506830396 0.0050022744009140105 2.5000000000000004 15.500000000000002 7.4649755812373328
decision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2
left_child=-1 4 3 12 5 13 9 8 -8 -6 11 -11 -3 -2
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0023042161518038763 0.017093267118078261 0.020655940696099058 0.01197041251886634 -0.0002139758950719236 -0.0064917009301113694 -0.027791725382371731 -0.013237762007546193 -0.00048919111755260625 0.036562606727030288 -0.08876281206053907 0.02009204654105911 0.0034812107020361902 -0.027556463848820642 -0.011550572982649648
leaf_weight=1295.7201779451998 129.98688925690658 74.805621940424317 265.78353841466742 903.81056407177493 425.75479195376556 12.823470838717183 13.121653489750313 1091.4292013732629 29.733613306067127 6.9980602474497555 3.827986584044992 2.7915249264333397 7.0995313865132621 23.196579340870812
leaf_count=73933 8428 1651 5874 20488 21900 216 2669 28707 2162 116 35 44 192 374
internal_value=-8.81207e-06 0.000985955 0.0034671 0.0011645 -0.000799928 0.00943273 -0.00188469 0.000354409 0.0213603 -0.00765282 -0.0410278 -0.0645744 0.0161949 0.0127089
internal_weight=4286.88 2991.16 1251.5 985.716 1739.66 166.007 1573.66 1134.28 42.8553 439.372 13.6176 9.78959 81.9052 153.183
internal_count=166789 92856 28205 22331 64651 9018 55633 33538 4831 22095 195 160 1843 8802
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=15
num_cat=0
split_feature=50 58 43 16 37 22 39 4 59 15 21 14 8 52
split_gain=3.95443 6.62889 8.18866 8.18989 8.91878 7.73112 7.49599 9.92935 6.6553 6.54279 7.18578 11.9447 8.91952 8.87946
threshold=4.5000000000000009 0.1054952281381407 2.5000000000000004 0.56663160245458266 6.5439285327249879 0.46410256410256417 1.0000000180025095e-35 82.500000000000014 0.11569201630869776 4.503406883131162 0.066120218579234988 0.77191950503417861 0.18111749100073196 4.794236111111112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8
left_child=1 -1 5 9 6 -3 7 -5 -6 10 11 12 13 -4
right_child=-2 2 3 4 8 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0063213346624980257 -0.0015593484254594848 0.0052656703098959111 0.04877286063592301 0.038150944886325561 -0.054494542597332232 -0.02821285023624566 -0.010054037051988707 -0.048046431033382478 -0.0010827805841208962 -0.0082944555183582878 0.011227669264363646 0.010241178864872282 -0.027098506781045008 -0.017568740059281066
leaf_weight=559.53927126860367 1764.8196564769232 695.98293719414573 8.0955159051518439 3.0888362776604508 4.9009408222048014 16.700436712475494 225.50554990209639 24.437860581674613 507.33335420090566 105.17005243548192 234.72806041540753 84.556576222326839 55.138907372580434 10.489753512316382
leaf_count=45180 72152 18795 217 77 57 204 5717 1717 7704 2224 7210 1397 2695 1244
internal_value=0.000257533 0.00152219 0.000160812 -0.00225613 -0.00550133 0.00444273 -0.0131617 -0.0373757 -0.001699 0.00272994 0.00569365 -0.00253217 -0.0171233 0.0123437
internal_weight=4300.49 2535.67 1976.13 1263.45 765.267 712.683 253.032 27.5267 512.234 498.179 393.009 158.281 73.7242 18.5853
internal_count=166590 94438 49258 30259 15272 18999 7511 1794 7761 14987 12763 5553 4156 1461
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=15
num_cat=0
split_feature=75 75 71 14 8 4 11 4 22 64 21 45 51 43
split_gain=3.67705 6.98661 7.11634 6.28696 5.57461 4.33281 5.6143 4.16565 3.48741 7.30692 5.86322 5.44706 5.40279 5.01892
threshold=6.7522696937672704 7.8456116163694558 5.8763332563158359 0.84980392565982965 0.18494327882685699 290.00000000000006 9.5000000000000018 124.50000000000001 0.42261904761904767 5.9388537289014298 0.39642857142857152 1.5000000000000002 5.4004200416950168 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2
left_child=8 2 3 7 -4 6 -3 -2 -1 12 -11 -12 13 -10
right_child=1 5 4 -5 -6 -7 -8 -9 9 10 11 -13 -14 -15
leaf_value=-0.0001359372304144473 -0.018641887813550504 -0.038641031707451118 -0.027856620542159639 -0.026597766880540996 0.031890767116957673 -0.066286489355239189 0.019630164161009347 0.021745576168757594 -0.038821443099345272 0.039631914432835334 -0.041224257876441815 0.012622704719046696 0.016571505437845975 -0.010362333375567015
leaf_weight=3977.3658439757246 7.6084185739891828 6.452238914560442 3.5057576498584231 14.286488602287134 45.295457286665624 2.9247522834630209 8.3436721722537168 25.065574968175497 16.596198593934787 12.751618666457942 5.4267807246360489 16.462227064184844 15.608301002182996 146.01112679868493
leaf_count=158906 525 463 578 259 952 103 243 804 328 88 83 162 228 2880
internal_value=-0.000228973 0.00861205 0.0139583 -5.26867e-06 0.0271255 -0.0194813 -0.00661845 0.0120667 -0.000470409 -0.00669038 0.0140425 -0.00194498 -0.0107762 -0.0134865
internal_weight=4303.7 113.482 95.7617 46.9605 48.8012 17.7207 14.7959 32.674 4190.22 212.856 34.6406 21.889 178.216 162.607
internal_count=166602 3927 3118 1588 1530 809 706 1329 162675 3769 333 245 3436 3208
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=15
num_cat=0
split_feature=9 26 37 4 7 7 8 52 58 58 58 52 17 14
split_gain=3.73765 7.35915 7.19727 7.36364 5.59632 7.7034 7.77259 6.73413 5.66078 6.15195 7.86294 13.294 5.56687 9.88214
threshold=8.5000000000000018 0.95671317944756151 7.765677154989711 190.50000000000003 1.1754579269260044 0.57190457563280661 0.47808590848017446 14.075954861111112 0.54874568329490803 0.46446001573162299 0.36599960387497776 7.8660648148148153 0.48765243902439032 0.55523762235761154
decision_type=2 2 2 2 2 2 2 10 2 2 2 10 2 2
left_child=-1 2 3 4 5 8 -7 -8 9 10 12 -12 -2 -14
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 -15
leaf_value=-8.0284712356153495e-05 0.011419182789202858 -0.053144435433054152 0.029743536849710869 -0.030580772718456845 0.043392652944952342 -0.042581275045436302 -0.036106556303270143 0.020335462277892472 -0.031962677468474074 0.039643088828632336 0.023707702375218052 -0.052246831325522491 0.0037988444051610063 -0.039232187173840249
leaf_weight=3796.3145764557962 260.97452065444895 4.4966546201776501 26.92523567250646 14.260157315075046 8.183397731772855 16.11010375610158 6.8102658622756307 15.356113141751846 8.6855336510552643 12.774604779582658 8.7817228821404587 13.528694053457 107.14213596461332 14.221615504467989
leaf_count=116584 28370 309 1009 2157 272 1213 295 373 305 373 426 485 12914 1453
internal_value=0.000463894 0.00444261 0.00504891 0.00362494 0.00471952 0.00394625 -0.0172613 0.00218452 0.00588723 0.0067493 0.00561569 -0.0226155 0.00731775 -0.00152302
internal_weight=4314.57 518.251 513.754 486.829 472.569 464.385 38.2765 22.1664 426.109 417.423 404.649 22.3104 382.338 121.364
internal_count=166538 49954 49645 48636 46479 46207 1881 668 44326 44021 43648 911 42737 14367
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=15
num_cat=0
split_feature=32 32 63 1 43 8 37 16 16 21 0 22 31 75
split_gain=4.04184 4.76531 4.17205 7.90612 3.60363 3.12032 4.22835 3.54482 7.37581 10.1776 11.1796 9.39977 9.00853 8.51945
threshold=0.075253234889155876 0.17603061481759671 1.5000000000000002 16.500000000000004 1.0000000180025095e-35 0.010487124575158357 0.03898205589988591 0.55149616394834722 0.66119543406422754 0.040270270270270282 6.5000000000000009 0.18350168350168353 0.014668505808192274 6.187236373491543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 -1 -7 11 10 -10 -9 13 -12
right_child=1 -3 3 4 -6 7 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.029371077984846495 0.029917191654315691 -0.004624654032451078 -0.034243517504360645 0.074051789828237971 -0.021712897489143245 0.001199940416517696 -0.023254275595793274 -0.0023245934338469196 0.01761623434434989 0.0010892200505441452 -0.058331778747403411 -0.018987074455483494 0.010093149132020937 0.017446661942054187
leaf_weight=3.5780603855319013 23.051083955804643 16.667748493535328 18.123933342242712 1.9130547542517882 0.92686604781192716 2602.5615001744709 25.658340479216349 256.15611903334502 12.780558408878276 1153.942460743463 25.207082048233136 125.65876255361945 8.1705455961637181 3.8573132704477748
leaf_count=1403 768 942 14675 151 123 110292 8929 6598 116 18500 442 3233 67 62
internal_value=-1.35103e-05 0.0156643 -0.000164086 -0.0218992 0.0452819 -5.08836e-05 -0.0160554 6.46408e-05 -0.00179819 0.000123943 -0.0217314 -0.00784364 -0.0353447 -0.048029
internal_weight=4278.25 39.7188 4238.53 20.9639 2.83992 4217.57 29.2364 4188.33 1585.77 1203.96 50.0155 381.815 37.2349 29.0644
internal_count=166301 1710 164591 14949 274 149642 10332 139310 29018 19187 687 9831 571 504
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=15
num_cat=0
split_feature=33 10 9 10 34 66 4 4 33 7 10 7 9 27
split_gain=4.29861 6.13544 6.7606 5.68256 4.3604 4.83657 3.80212 4.70203 4.20031 3.69943 8.3151 7.1575 5.99161 5.74079
threshold=0.076388282677672448 0.0081621396500152644 2.5000000000000004 0.0030541992555223642 0.21662872491791671 3.3979239063327404 130.50000000000003 96.500000000000014 0.11789649920186825 0.015860720810319039 0.00016070982210625954 0.057245663275292742 11.500000000000002 0.0033146857102903074
decision_type=2 2 2 2 2 8 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 9 -6 7 8 -4 10 -1 12 13 -11
right_child=1 2 6 -5 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.023439201836720831 -0.029604524881180174 0.0035394246700538329 0.032616357611631751 0.042571772553899663 -0.013678580604146518 0.053895971977359895 -0.00071619040801484263 -0.065816235761536793 -0.039742685154628594 -0.026820969445555367 0.028524539592922019 -0.00028212892879724173 0.0065667411806546354 0.0091303844686765525
leaf_weight=9.6366945476956953 3.3472854198480473 13.860859200503908 2.4091648618923562 6.7493123837339226 3.5639344950759524 6.5197593991761105 5.0558936778106718 12.865899532160254 4.0133699981961399 63.091499665707033 27.955821845232094 4108.5943080145043 26.810508580707847 12.911593862470907
leaf_count=3514 165 311 31 118 83 99 150 312 67 10917 4410 138867 5144 2247
internal_value=-0.000557165 -0.0152365 -0.0242924 0.0181319 -0.000387151 0.0309334 -0.0396534 -0.0493213 -0.0118626 -0.000468742 0.0149416 -0.000609815 -0.0135758 -0.0206742
internal_weight=4307.39 48.3018 38.2052 10.0966 4259.08 10.0837 24.3443 19.2884 6.42253 4249 37.5925 4211.41 102.814 76.0031
internal_count=166435 1154 871 283 165281 182 560 410 98 165099 7924 157175 18308 13164
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=15
num_cat=0
split_feature=24 17 1 10 62 20 20 68 57 61 43 38 34 36
split_gain=4.52781 6.50568 11.0006 5.38092 4.87081 10.5691 8.16104 6.79839 6.40013 6.29945 4.9678 4.92481 4.88271 7.57523
threshold=0.11348003765787708 0.024695121951219517 10.500000000000002 0.16355413679927458 1.0000000180025095e-35 0.18350168350168353 0.048583792289535806 2.5000000000000004 1.0000000180025095e-35 0.98859413633863558 3.5000000000000004 32.500000000000007 0.019417079603887191 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 12 6 8 11 10 -10 -6 -8 -1 -14
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=2.5113872195166376e-05 0.0066100038739796158 0.037731405439965476 -0.04484403903248399 0.0073829502239029206 0.0093177441472243102 -0.035328182848140585 0.040989657744449931 -0.021581328906286664 -0.019208878804414121 -0.08561053372926479 -0.033552629881559347 -0.0008390131818318136 0.012985195323129412 -0.008024824576193839
leaf_weight=3782.2114208561543 96.745648577489192 27.05151261278661 10.62340199598111 31.754181246447843 33.15898752794601 29.05037709971657 20.093232828658078 8.4797334636095894 25.392815151906692 3.390910984016954 7.4246719714719793 10.500441182404755 166.38854885013097 56.925265792953724
leaf_count=156733 1351 359 170 384 265 447 126 119 683 44 73 97 3883 1968
internal_value=0.000457131 0.00852464 0.00115216 0.0217412 0.000131568 -0.0090874 -0.00179914 0.0162295 -0.0120407 -0.0296432 0.000856462 0.027061 0.000450202 0.0076176
internal_weight=4309.19 166.175 107.369 58.8057 4143.02 137.491 108.441 39.0734 69.3674 28.7837 40.5837 30.5937 4005.53 223.314
internal_count=166702 2264 1521 743 164438 1854 1407 342 1065 727 338 223 162584 5851
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=15
num_cat=0
split_feature=50 45 52 5 26 22 0 4 37 77 71 20 50 22
split_gain=4.19157 7.58689 12.5737 9.04964 7.74862 12.891 8.92019 11.499 8.43136 7.46732 8.12691 8.53073 8.09812 9.36766
threshold=4.5000000000000009 3.5000000000000004 48.310515046296302 22.500000000000004 0.26620750471981219 0.045199182839632285 36.500000000000007 106.50000000000001 11.936755950341903 7.5000000000000009 7.1012639402817479 0.15894736842105264 1.0000000180025095e-35 0.13840996168582378
decision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -4 11 12 -11 -14
right_child=-2 -3 9 4 -6 -7 -8 8 -10 10 -12 -13 13 -15
leaf_value=-0.028283118154981399 -0.0020635179413601577 0.0043900979288440892 -0.041406887978060719 -0.0071496300093384611 -0.0001595499160002232 0.023909040381775964 -0.021191061593898178 0.022212001939934084 -0.035638396372942603 0.0082842795182181978 0.066360098611238871 -0.013501249343709099 -0.012386114010407059 0.0055595168150437317
leaf_weight=21.242104006487352 1770.246695677366 1037.1449712543681 13.624141940490516 77.942828162428668 448.03106927446788 108.80805069048802 31.936371362258797 92.491151335656468 5.8690167868626295 139.71284949805795 2.9437516557954941 230.09985091309591 206.83952757029328 111.13140184629083
leaf_count=807 72412 40402 742 1781 6967 6466 1210 2060 145 6665 142 8471 12505 5809
internal_value=-0.000198297 0.00110823 -0.00117657 0.00316789 0.00407689 0.0100452 0.00272155 0.00714829 0.0184362 -0.00602422 -0.00526747 -0.00566994 -0.00171191 -0.00611632
internal_weight=4298.06 2527.82 1490.67 786.321 765.078 317.047 208.239 176.303 98.3602 704.352 690.727 687.784 457.684 317.971
internal_count=166584 94172 53770 19436 18629 11662 5196 3986 2205 34334 33592 33450 24979 18314
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=15
num_cat=0
split_feature=56 64 57 68 75 64 22 50 4 49 52 58 61 47
split_gain=3.44789 4.99648 5.64305 7.27724 4.07414 6.44145 5.2532 5.81023 4.82407 8.26658 8.60071 5.00741 4.8456 5.08622
threshold=3.5000000000000004 7.6617623201302054 34.500000000000007 49.500000000000007 5.2122109552252045 4.2696729980286863 0.1526806526806527 2.5000000000000004 112.50000000000001 27.500000000000004 69.719855324074089 0.057159800148539268 0.98385691914169338 1.0000000180025095e-35
decision_type=2 8 2 2 2 10 2 2 2 2 10 2 2 2
left_child=4 -2 -3 -4 5 -1 -6 -8 9 10 12 -10 13 -9
right_child=1 2 3 -5 6 -7 7 8 11 -11 -12 -13 -14 -15
leaf_value=0.00034481345998865629 -0.0053119611207845183 -0.014253503533110362 0.031440554263070429 -0.033571337861807382 0.0086731528480797505 -0.0195556855002221 0.014677602535160357 0.027061307466759305 -0.031842966232673034 0.053732683329777667 0.011796730438824348 0.0038970014580664535 -0.0044932039018813329 -0.058842456185871854
leaf_weight=3258.5359568033709 452.25522078580252 14.104583343636476 29.248111731547397 4.1786647779808836 323.98081717996865 40.17632132278959 37.903388240050845 1.311009475030011 10.223616731382206 2.4867826667032196 9.9011996254994283 76.308310229476774 7.1134056466980828 19.961909344739979
leaf_count=128683 20096 641 543 247 10753 1578 734 41 680 63 214 1564 66 619
internal_value=0.000213346 -0.00368581 0.0115775 0.0225744 0.000728649 9.65844e-05 0.0049819 -0.00226538 -0.00738496 -0.0213388 -0.0274583 -0.000641168 -0.041086 -0.0525711
internal_weight=4287.69 499.787 47.5314 33.4268 3787.9 3298.71 489.19 165.21 127.306 40.7743 38.2875 86.5319 28.3863 21.2729
internal_count=166522 21527 1431 790 144995 130261 14734 3981 3247 1003 940 2244 726 660
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
commit_age=252
commits=217
loc_gap=191
path_cover=172
pagerank=161
exp_changes=141
node_lines=138
node_bm25=112
defines=110
bm25=106
file_rel=100
file_lines=98
depth=92
loc_score=91
exp_mentions=91
kind=85
name_cover=84
loc_ratio=82
same_dir=76
sum_rel=73
q_words=72
text_pos=72
node_first=72
node_ratio=70
exp_calls=69
base_max=66
deg_pool=66
imports_in=66
best_rel=64
is_test=63
exp_cochange=58
sym_cover=56
q_cands=54
n_nodes=54
node_rel=54
same_parent=48
exp_imports=43
placed=40
node_whole=40
q_anchors=39
exp_overrides=37
anchor_file=36
links_parsed=31
links_resolved=31
node_text_pos=31
loc_rank=30
exp_tests=30
span=29
has_test=28
n_text=27
node_named=25
file_ratio=22
node_kind=22
node_member=19
node_named_any_case=17
n_symbols=16
q_paths=15
anchor_max=15
file_nodes=15
exp_inherits=13
node_anchor=13
same_dir_top=12
q_files=10
node_in_file=9
parent_ratio=7
limit=7
node_rank=6
is_doc=4
is_source=2
file_rank=2
anchor_hops=1

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 300]
[learning_rate: 0.05]
[num_leaves: 15]
[num_threads: 4]
[seed: 7]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 40]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17422]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 7040]
[extra_trees: 0]
[extra_seed: 6516]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 1]
[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: 15215]
[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: 61]
[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: 15521]
[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: 10]
[lambdarank_norm: 1]
[label_gain: 0,1,3,7,15,31]
[lambdarank_position_bias_regularization: 0]
[eval_at: 5]
[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_device_id_list: ]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
