911MODEL.txt

tree
version=v3
num_class=15
num_tree_per_iteration=15
label_index=0
max_feature_idx=31
objective=multiclass num_class:15
feature_names=Neighborhood Premise CallDescription median_household_income households_below_poverty perc18_24 perc25_64 perc65up perc_asian perc_aa perc_hisp perc_white median_price_homes_sold racial_diversity_index num_households Month crime_hour Outside Weapon_FIREARM Weapon_HANDS Weapon_KNIFE Weapon_NONE Weapon_OTHER call_hour Holiday Weekend Priority_HIGH Priority_LOW Priority_MEDIUM Priority_NON-EMERGENCY Priority_OUT_OF_SERVICE Priority_UNKNOWN
feature_infos=[0:269] [1:75] [1:136] [14417.9060509554:105555.33333333299] [2.9986052998605301:48.720930232558104] [3.44760420724581:30.297173230248902] [42.728184553661002:77.543528424585702] [4.4140030441400304:26.968634511513301] [0:13.8620439719739] [2.43764971114555:97.440982662657504] [0.017008249000765401:31.887159533073898] [0.35826242722794399:87.7412991404819] [12550:306000] [5.4890869235159103:75.564708895114606] [20000:347500] [1:12] [0:23] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:23] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1]
tree_sizes=1851 1857 1852 1855 1858 440 1737 1862 1865 1747 1841 1856 1845 1236 1738 1733 1876 1861 1834 1836 339 1836 1859 1814 1578 1852 1870 1765 1239 1736 1783 1773 1825 1795 1841 438 1835 1853 1802 1568 1827 1844 1812 1545 1649 1813 1773 1852 1771 1755 339 1765 1796 1793 1775 1836 1878 1789 1346 1540 1791 1779 1838 1743 1744 441 1855 1767 1793 1580 1825 1860 1814 1152 1521 1785 1769 1859 1746 1743 339 1748 1754 1791 1675 1859 1871 1773 1411 1344 1866 1561 1830 1789 1794 540 1875 1788 1832 1562 1857 1869 1825 1432 1554 1802 1680 1849 1780 1723 440 1822 1758 1822 1688 1837 1877 1843 1510 1248 1763 1782 1861 1775 1725 709 1850 1776 1797 1575 1841 1877 1837 1435 1215 1766 1672 1854 1797 1774 544 1828 1768 1771 1574 1862 1874 1824 1522 1528 1800 1123 1842 1645 1817 441 1820 1826 1835 1662 1845 1853 1798 1527 1331 1806 1783 1854 1642 1788 649 1819 1817 1810 1465 1842 1792 1837 1238 1503 1798 1448 1823 1709 1788 421 1824 1817 1799 1744 1856 1802 1809 1310 1220 1755 1440 1844 1591 1792 645 1856 1794 1702 1753 1845 1842 1775 1637 1684 1762 1713 1789 1805 1753 544 1806 1786 1802 1748 1811 1824 1799 1317 1199 1767 1530 1805 1754 1827 423 1858 1819 1806 1558 1865 1813 1821 1142 1482 1780 1523 1791 1769 1751 605 1621 1834 1794 1665 1841 1838 1818 1444 1305 1810 1358 1791 1757 1759 603 1779 1805 1798 1747 1787 1790 1788 1292 1430 1752 1811 1810 1789 1752 708 1819 1857 1797 1432 1779 1844 1795 1228 1578 1691 1439 1827 1733 1720 608 1858 1811 1844 1705 1795 1788 1789 1290 1311

Tree=0
num_leaves=17
num_cat=0
split_feature=2 21 20 2 22 2 9 14 2 19 10 4 12 21 1 5
split_gain=686.15 286.865 201.688 185.697 172.851 95.1223 186.607 70.3244 68.6235 60.3714 34.3342 17.0377 32.259 15.1508 14.9716 18.3236
threshold=18.000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 51.500000000000007 75.37032649024205 101800.00000000001 84.500000000000014 1.0000000180025095e-35 5.3315358475457151 7.3336610110491405 26050.000000000004 1.0000000180025095e-35 57.500000000000007 8.1898437851319184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 6 -6 8 -4 13 -9 -5 -13 -2 -7 -16
right_child=2 -3 7 11 5 14 -8 10 -10 -11 -12 12 -14 -15 15 -17
leaf_value=-2.7080502118440237 -2.7550462940786811 -2.7637580970528632 -1.7219223354740294 -2.3146701602651216 -1.4834924161744358 -2.7080502118440237 -2.544160242012413 -2.7080502118440237 -2.6949433982478408 -2.6394268320188825 -2.3188405281192348 -2.0261006885235791 -1.4694545112826405 -2.8069979632749793 -2.7080502118440237 -2.4303401548703749
leaf_weight=2.2186174429953107 106.12674863636494 4.5110362544655791 2.9164548814296714 1.4909366667270667 2.3208521232008925 17.41935779154301 8.1045180633664113 4.7520788013935071 1.5415283739566801 28.215695347636938 3.6069202795624733 3.8117071613669378 6.3495145626366138 189.88225927576423 3.498121999204157 5.1669809743762016
leaf_count=14 394 45 39 16 37 40 33 19 14 830 34 47 109 4163 7 38
internal_value=-2.70805 -2.11159 -2.7374 -1.88508 -2.75175 -2.54707 -2.28887 -2.34926 -2.01356 -2.77541 -2.55219 -1.7254 -1.6586 -2.78905 -2.65792 -2.55044
internal_weight=0 18.3818 373.552 13.8708 360.735 36.5098 10.4254 12.817 4.45798 324.225 8.359 11.6522 10.1612 296.009 26.0845 8.6651
internal_count=5879 231 5648 186 5542 155 70 106 53 5387 53 172 156 4557 85 45
shrinkage=1


Tree=1
num_leaves=17
num_cat=0
split_feature=21 26 8 2 16 8 16 7 16 29 5 2 2 2 12 5
split_gain=390.262 602.197 462.379 258.947 266.396 227.561 153.847 123.208 120.621 119.649 138.243 93.4464 81.5958 165.473 73.3981 64.7296
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.7229423396441204 107.50000000000001 1.5000000000000002 0.09118380750871212 1.0000000180025095e-35 5.967385576118601 6.5000000000000009 1.0000000180025095e-35 9.2090384758005666 130.50000000000003 42.500000000000007 45.500000000000007 18625.000000000004 5.6814797752928108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 14 -5 6 -2 8 -7 11 -11 15 -8 -14 -3 -9
right_child=1 2 -4 4 -6 7 12 9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-2.8070387700710122 -1.4804272548105162 -1.3848167408637484 -2.7064688733668172 -1.5172409410927139 -2.7724577336865246 -1.8718921374472814 -2.7576685081242811 -2.3192964197279862 -2.6378997314940391 -1.836255179945842 -2.7402581122971292 -2.0831763957723464 -1.6090331262066393 -2.7183474914985273 -1.9642727432720535 -2.7940988663153905
leaf_weight=197.54003310576081 2.2112175673246375 6.4687884859740752 13.466348856687544 2.2742811590433112 5.6136368699371815 3.1358627043664447 3.9657903313636762 2.7988118566572657 8.0395296178758127 3.0208666399121276 2.947294607758522 1.8871283419430245 2.44839146733284 2.2273939959704876 7.1951787397265434 126.69277205318213
leaf_count=1671 7 10 145 8 63 35 87 68 224 37 46 9 12 92 36 3329
internal_value=-2.70805 -2.60746 -2.23176 -1.94441 -2.43588 -2.69126 -2.24864 -2.72226 -2.40508 -2.74952 -2.31616 -2.77073 -2.46834 -2.18021 -1.67532 -2.78229
internal_weight=0 194.393 35.0182 21.5519 7.88792 159.375 10.8528 148.522 11.1754 137.347 5.96816 131.379 8.64158 4.67579 13.664 129.492
internal_count=5879 4208 262 117 71 3946 198 3748 259 3489 83 3406 191 104 46 3397
shrinkage=1


Tree=2
num_leaves=17
num_cat=0
split_feature=21 2 2 2 16 0 1 15 1 17 12 16 15 2 2 0
split_gain=390.262 293.118 827.063 234.267 195.027 127.564 126.325 99.5798 150.331 42.4044 48.8413 54.2785 43.9856 81.8755 75.7991 22.7462
threshold=1.0000000180025095e-35 40.500000000000007 31.500000000000004 16.000000000000004 6.5000000000000009 82.500000000000014 42.500000000000007 10.500000000000002 57.500000000000007 1.0000000180025095e-35 17775.000000000004 14.500000000000002 10.500000000000002 120.50000000000001 69.500000000000014 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 -8 10 11 -3 13 -12 -14 -11
right_child=1 9 4 -5 6 -7 7 -9 -10 15 12 -13 14 -15 -16 -17
leaf_value=-2.8070387700710122 -2.7080502275081124 -1.9782559130810533 -2.7080502275081124 -2.7917354566304842 -1.4347484542652333 -1.6586890771325302 -2.2351261942586631 -2.4516387470239498 -1.5684985943519489 -2.4895081207027818 -2.7664194788369132 -2.7080502275081124 -2.1047426547905519 -2.0948792154508298 -2.7080502275081124 -2.773709525443667
leaf_weight=197.54003310576081 1.4458713009953488 2.2782846428453918 4.3915782943367949 44.277733702212572 4.4208270311355617 3.008837454020977 9.6846205331385189 6.7705040946602812 7.0057737752795211 2.653816044330596 29.904790684580806 1.2482509836554525 3.4310527592897397 1.9180952049791802 5.2652109190821648 66.688045870512724
leaf_count=1671 18 36 16 1183 21 25 33 21 43 81 749 23 28 32 147 1752
internal_value=-2.70805 -2.60746 -2.46216 -2.71816 -2.0694 -2.03174 -1.9718 -2.08151 -1.94334 -2.7095 -2.63462 -2.27197 -2.67111 -2.71966 -2.47047 -2.75995
internal_weight=0 194.393 81.0057 48.7324 32.2733 4.45471 27.8817 23.4609 16.6904 113.388 44.0457 3.52654 40.5191 31.8229 8.69626 69.3419
internal_count=5879 4208 1360 1226 134 43 118 97 76 2848 1015 59 956 781 175 1833
shrinkage=1


Tree=3
num_leaves=17
num_cat=0
split_feature=2 2 7 15 21 17 2 2 2 21 17 2 2 2 4 2
split_gain=1548.04 1905.11 150.409 100.427 17.4761 26.8795 16.481 52.5075 67.3721 11.8958 38.4625 13.3058 6.49257 6.10072 5.2372 3.79236
threshold=29.500000000000004 26.500000000000004 15.453764320283351 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 79.500000000000014 107.50000000000001 103.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 54.500000000000007 45.500000000000007 37.017741612752609 96.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 -2 -6 12 8 15 -1 -11 -12 13 -7 -15 -8
right_child=4 2 3 -5 5 6 7 -9 -10 10 11 -13 -14 14 -16 -17
leaf_value=-2.7980322814794021 -2.8069228710696867 -1.3918514339346755 -1.4802402862469151 -2.5957126735250586 -2.7971589426915244 -2.7194054249965878 -2.5193326226734887 -2.7209712234288985 -1.5934764287564656 -2.7517523508100443 -2.7080501985371521 -1.84091625647409 -2.7647695417560998 -2.5037221445504212 -2.7080501985371521 -2.7080501985371521
leaf_weight=19.944598708301786 177.23628792539239 18.857630256563429 1.5320455096662033 2.7186150252819061 85.233875937759876 13.759459767490627 2.6722682677209404 15.122337035834787 0.99510726705193508 5.274389035999774 0.80587944388389565 0.69731540977954865 41.646888479590416 2.6947812177240844 1.1706068664789198 1.5712452977895734
leaf_count=211 1453 572 48 21 1531 210 58 164 32 51 25 23 1384 74 4 18
internal_value=-2.70805 -2.18732 -1.52205 -2.14666 -2.7839 -2.75794 -2.71345 -2.63897 -2.3641 -2.75514 -2.65839 -2.19786 -2.74241 -2.7009 -2.58332 -2.5919
internal_weight=0 49.8305 23.1083 4.25066 342.103 164.867 79.6327 20.361 5.23862 26.7222 6.77758 1.50319 59.2717 17.6248 3.86539 4.24351
internal_count=5879 951 641 69 4928 3475 1944 272 108 310 99 48 1672 288 78 76
shrinkage=1


Tree=4
num_leaves=17
num_cat=0
split_feature=2 2 21 21 17 2 2 1 10 2 10 0 23 17 21 1
split_gain=644.168 1908.52 571.988 53.4827 74.2507 53.5244 50.8815 41.4035 76.3056 27.8072 56.5684 10.7409 7.29651 6.50109 13.1299 12.3912
threshold=31.500000000000004 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 50.500000000000007 13.500000000000002 5.3315358475457151 110.50000000000001 5.1333121906042338 243.50000000000003 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 56.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -2 5 -5 7 -7 -9 11 -11 -8 -4 14 -1 -16
right_child=3 2 12 4 -6 6 9 8 -10 10 -12 -13 -14 -15 15 -17
leaf_value=-2.7900120717738899 -2.8068994800158156 -2.7525655662929589 -1.37886695552997 -2.7633872377086433 -2.7905331428973894 -2.7080501873593805 -2.692549041891902 -1.6559035710398959 -2.6104146141211668 -1.8956692075119106 -2.7080501873593805 -2.3993330477988661 -2.001927671420646 -2.798097533350584 -2.7080501873593805 -2.4484296750061278
leaf_weight=11.076729975640776 173.63523117080331 3.601057946681979 16.468850221484903 23.699716154485941 77.934170756489038 2.4211557283997527 31.194433186203241 1.9560127779841421 2.4028381500393152 1.5288762487471093 3.061621842905879 1.4620310217142094 1.6543170083314169 32.400822663679719 4.7505019754171363 2.684968264773488
leaf_count=121 1443 10 412 84 1884 15 778 56 25 46 36 58 31 767 48 65
internal_value=-2.70805 -2.43926 -1.65402 -2.7692 -2.72288 -2.64799 -2.58133 -2.32187 -2.13624 -2.63392 -2.39729 -2.6733 -1.42472 -2.77039 -2.71111 -2.62045
internal_weight=0 72.6372 21.7242 319.296 145.661 67.7267 44.027 6.78001 4.35885 37.247 4.5905 32.6565 18.1232 50.913 18.5122 7.43547
internal_count=5879 1454 453 4425 2982 1098 1014 96 81 918 82 836 443 1001 234 113
shrinkage=1


Tree=5
num_leaves=3
num_cat=0
split_feature=19 2
split_gain=4604.49 22.6985
threshold=1.0000000180025095e-35 18.000000000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-2.8074975247567022 -2.0735802638195917 -1.4908362340639789
leaf_weight=361.50158973410726 2.2160413190722492 28.215695347636938
leaf_count=4995 54 830
internal_value=-2.70805 -1.52671
internal_weight=0 30.4317
internal_count=5879 884
shrinkage=1


Tree=6
num_leaves=16
num_cat=0
split_feature=18 1 6 0 0 11 16 20 4 10 23 6 1 1 2
split_gain=577.803 348.33 286.989 189.646 196.462 186.868 160.51 64.3425 129.95 36.6608 46.0669 35.7003 31.8256 423.882 10.4297
threshold=1.0000000180025095e-35 1.5000000000000002 49.628997305375705 144.50000000000003 209.50000000000003 6.9189596546447865 14.500000000000002 1.0000000180025095e-35 37.017741612752609 6.032510952418634 17.500000000000004 51.887824668298357 25.500000000000004 24.500000000000004 51.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 9 6 -3 -5 12 11 -4 -11 -9 13 -1 -6
right_child=1 2 3 4 14 -7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-2.8014085907940762 -1.8078826107617103 -1.8185227691546866 -2.8030567082211042 -2.6730630826591137 -2.6178438447985601 -2.5426057855003785 -2.0524766020822955 -2.3235528769123026 -1.8947604928453823 -2.359529468821751 -2.7690517822579266 -2.7885157412140487 -2.8072070052186047 -1.3947143373145421 -2.7883187548216188
leaf_weight=30.083415370434523 6.7155414223670951 7.9526970759034139 40.012470573186874 7.0594995394349125 5.0100406110286704 7.9326835349202156 13.466460302472113 1.9668667390942562 2.3056065514683715 4.6947365030646306 5.1233657374978065 10.228232160210608 236.95010012760758 2.3054900765418997 10.126120075583456
leaf_count=538 22 22 158 34 15 40 34 20 14 22 23 99 4791 3 44
internal_value=-2.70805 -2.5113 -2.55986 -2.6351 -2.45809 -2.16753 -2.25618 -2.78298 -2.58334 -2.75777 -2.59358 -2.70805 -2.79447 -2.70745 -2.71869
internal_weight=0 108.094 101.378 85.4927 35.6621 15.8854 20.526 283.84 14.5007 49.8306 9.8181 12.1951 269.339 32.3889 15.1362
internal_count=5879 414 392 330 127 62 68 5465 133 203 45 119 5332 541 59
shrinkage=1


Tree=7
num_leaves=17
num_cat=0
split_feature=27 21 2 2 23 21 2 6 2 2 13 2 4 4 2 6
split_gain=643.503 462.775 380.587 636.888 62.1589 29.117 33.771 29.1013 28.5531 28.0252 20.7424 24.1562 17.8578 15.5424 7.33503 8.98453
threshold=1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 71.500000000000014 22.500000000000004 1.0000000180025095e-35 40.500000000000007 43.322879304110707 35.500000000000007 29.500000000000004 49.573016218911008 107.50000000000001 27.320093886333357 8.0455376417707214 50.500000000000007 50.622023208618707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 7 -1 -7 -5 9 -3 -8 12 -12 -4 -10 -16
right_child=1 2 13 4 -6 6 10 -9 14 -11 11 -13 -14 -15 15 -17
leaf_value=-2.806865493452642 -2.8011336784356189 -2.7080501998298199 -2.7003039584595627 -2.7080501998298199 -2.6461973103304124 -2.7841423676492583 -2.7155183756038475 -1.5772826285652903 -2.7181983809554762 -1.8978249011234607 -2.3317997135095307 -2.7080501998298199 -2.7080501998298199 -2.5208952841605532 -2.7080501998298199 -2.3363222752691954
leaf_weight=168.65219894051552 28.88783598318696 1.1008623689413097 9.0895583555102331 0.53901121392846185 1.0205413810908801 77.642135441303253 40.086047850549221 15.326557695865629 8.4729773178696615 1.0451151989400387 4.6502540260553342 7.5667547695338726 1.9493119418621061 23.746973805129528 0.97381401434540693 1.1833811476826666
leaf_count=1537 134 22 294 10 19 1282 357 745 153 48 153 99 20 952 10 44
internal_value=-2.70805 -2.47568 -2.32205 -2.06042 -1.65604 -2.77871 -2.74119 -1.60494 -2.61053 -2.27318 -2.68339 -2.57839 -2.43844 -2.56447 -2.69743 -2.52324
internal_weight=0 91.3866 62.4988 29.6623 16.8861 300.547 131.895 15.8656 12.7762 2.14598 54.2524 14.1663 6.59957 32.8365 10.6302 2.1572
internal_count=5879 2431 2297 1051 774 3448 1911 755 277 70 629 272 173 1246 207 54
shrinkage=1


Tree=8
num_leaves=17
num_cat=0
split_feature=27 21 2 2 17 2 12 2 21 2 2 2 2 2 8 0
split_gain=936.34 607.059 956.512 686.314 68.5084 28.6476 37.2617 44.736 4.41055 4.8419 5.446 3.55164 2.64301 12.3037 0.869633 0.596958
threshold=1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 76.500000000000014 1.0000000180025095e-35 57.500000000000007 43750.000000000007 42.500000000000007 1.0000000180025095e-35 55.500000000000007 76.500000000000014 19.500000000000004 74.500000000000014 75.500000000000014 1.6984278522598568 237.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 15 6 -6 -8 -1 11 12 -10 -11 -14 -7 -3
right_child=1 2 3 -5 5 14 7 -9 9 10 -12 -13 13 -15 -16 -17
leaf_value=-2.8068654784796059 -2.8011336635700514 -2.7770811606384385 -1.6362452523351347 -2.7111871757490285 -2.7080501848500846 -2.7080501848500846 -2.7080501848500846 -1.7746915250668698 -2.7080501848500846 -2.7080501848500846 -2.7540598222378767 -2.7905039605938287 -2.7080501848500846 -2.1852059738242504 -2.6253638620760671 -2.7080501848500846
leaf_weight=168.65219989418983 28.887836460024118 18.051767956465486 25.581518996506929 7.25501475483179 1.814527658745648 2.1437863856554031 0.94304758869111571 1.9968121964484451 4.7106678858399382 3.9673998989164856 26.32371960580349 95.330867467448115 0.95979791693389394 0.60205159336328506 3.2324791625142097 1.4798396714031685
leaf_count=1537 134 586 1114 132 27 101 40 82 50 62 319 1404 51 25 152 63
internal_value=-2.70805 -2.42775 -2.25197 -1.87983 -2.67066 -2.45543 -2.26826 -2.04507 -2.79328 -2.7744 -2.73073 -2.7863 -2.65577 -2.54496 -2.65812 -2.77207
internal_weight=0 91.3866 62.4988 32.8365 29.6623 10.1307 4.75439 2.93986 300.547 131.895 31.853 100.042 5.52925 1.56185 5.37627 19.5316
internal_count=5879 2431 2297 1246 1051 402 149 122 3448 1911 457 1454 138 76 253 649
shrinkage=1


Tree=9
num_leaves=16
num_cat=0
split_feature=18 11 2 2 27 10 0 29 6 9 20 12 7 7 15
split_gain=431.823 340.152 304.43 770.204 94.8101 107.583 117.072 76.4472 198.682 66.0138 164.994 43.1698 29.1381 235.229 221.501
threshold=1.0000000180025095e-35 74.24937222696137 36.500000000000007 32.500000000000007 1.0000000180025095e-35 1.2943714342244503 105.50000000000001 1.0000000180025095e-35 51.995950277972305 2.4487445342876355 1.0000000180025095e-35 16550.000000000004 6.9704526254155308 6.6860863657109508 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -4 9 -9 10 -1 -7 13 -11 -15
right_child=1 -3 4 -5 -6 11 -8 8 -10 12 -12 -13 -14 14 -16
leaf_value=-2.7448270659239875 -2.7837205247386474 -1.7599946127127166 -2.2737081727626625 -1.3540240452547607 -2.4224240097948688 -2.5381788910138106 -2.7795055951271435 -2.0116600579149893 -2.7881834925543894 -2.8027663166076686 -1.4609869089589747 -2.8039713266285942 -2.807149063885205 -2.7216851479560806 -1.4787806519254962
leaf_weight=3.1602876074612132 8.212325379252432 5.4187932610511771 10.628391899168493 6.6013460755348197 14.727206178009508 6.5211201161146155 6.9996844977140418 4.6704871281981459 10.05718646943569 37.813619386404753 1.3064444065093992 48.984747968614101 221.72003844752908 2.3134739734232417 2.7981758415699005
leaf_count=89 38 16 36 6 37 26 32 29 109 795 1 223 4382 52 8
internal_value=-2.70805 -2.53796 -2.58096 -2.1601 -2.6542 -2.7036 -2.48588 -2.77283 -2.5555 -2.78546 -2.41406 -2.76914 -2.79249 -2.71209 -2.08039
internal_weight=0 108.094 102.675 14.8137 87.8612 73.1339 17.6281 283.84 14.7277 269.112 4.46673 55.5059 264.645 42.9253 5.11165
internal_count=5879 414 398 44 354 317 68 5465 138 5327 90 249 5237 855 60
shrinkage=1


Tree=10
num_leaves=17
num_cat=0
split_feature=2 1 1 15 16 1 1 17 10 2 6 2 14 6 16 4
split_gain=528.795 542.823 550.135 171.371 253.503 109.132 226.519 104.917 66.2377 73.8972 45.121 34.4149 30.6031 24.0545 22.7168 16.2086
threshold=107.50000000000001 41.500000000000007 13.500000000000002 3.5000000000000004 19.500000000000004 29.500000000000004 26.500000000000004 1.0000000180025095e-35 5.6868309072489156 74.500000000000014 52.952934406955606 110.50000000000001 22250.000000000004 44.700653465636357 10.500000000000002 14.63484074243201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 7 6 8 -3 13 -10 -8 -4 -5 -1 -12 -14
right_child=1 3 11 12 -6 -7 10 -9 9 -11 14 -13 15 -15 -16 -17
leaf_value=-2.4212093166373512 -2.7727777232035566 -2.2139886344701707 -1.4481399875768728 -2.4703185413089552 -1.8704856621453025 -2.7978928117472841 -1.6508012785650912 -2.7357012072797544 -2.7040623847191125 -2.0462155926042844 -2.0869326848679823 -2.0018418611863891 -2.6856637045979732 -2.8011115204146613 -2.7080501824928676 -2.8007876023964413
leaf_weight=1.5511820744723106 5.6645705923438099 5.0493967905640647 8.0875134542584401 4.145079653710126 6.6119271218776694 255.91220007278025 2.5920547116547814 13.817296847701073 5.7704906407743675 2.8874883744865656 0.83212599717080582 3.7206915244460097 17.9741141051054 28.795655623078346 1.0102085396647451 27.511338969692588
leaf_count=23 40 34 23 16 31 4643 22 86 54 63 11 36 133 401 44 219
internal_value=-2.70805 -2.49919 -1.99549 -2.61902 -2.40778 -2.77265 -2.62852 -2.60666 -2.70805 -2.46159 -1.95122 -1.60569 -2.72344 -2.77511 -2.48234 -2.7509
internal_weight=0 92.5819 17.4728 75.1092 25.4786 299.351 43.4392 18.8667 39.0048 8.65798 4.43439 11.8082 49.6305 30.3468 1.84233 45.4855
internal_count=5879 618 99 519 151 5261 618 120 541 117 77 59 368 424 55 352
shrinkage=1


Tree=11
num_leaves=17
num_cat=0
split_feature=17 18 5 14 2 16 2 2 19 10 13 15 0 14 9 15
split_gain=469.41 303.195 407.871 108.713 209.719 121.769 54.6128 130.114 179.785 131.957 170.25 72.0475 105.379 45.6228 42.9381 41.1101
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.111168310708251 25679.000000000004 107.50000000000001 4.5000000000000009 38.500000000000007 52.500000000000007 1.0000000180025095e-35 4.6664215947411405 13.481893161264201 10.500000000000002 68.500000000000014 147175.00000000003 2.4487445342876355 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 9 10 -8 12 -12 -14 -9 -16
right_child=-2 2 -4 6 -6 -7 7 14 -10 -11 11 -13 13 -15 15 -17
leaf_value=-2.0870009795015534 -2.8026780812913845 -1.7930288188735888 -2.7080501691099572 -2.7729142819649946 -1.6915923034611537 -2.7118915556494105 -2.7630902809940872 -2.1852524890634042 -2.7938759172689864 -2.7080501691099572 -2.5723545277802207 -2.5850246362935101 -1.7074079815669649 -2.2808297035694247 -2.5451178140877473 -2.8029611615115519
leaf_weight=3.9041283261030975 224.26301965303719 10.694087337702515 9.2638629823923093 34.288607288151979 3.4215584695339194 12.528889432549475 4.4440354276448515 1.2928018048405636 14.096217412501572 9.0944893192499858 3.4160749018192318 3.6101425457745782 8.0360470172017795 3.4333099406212559 6.8843230232596389 39.26174833625555
leaf_count=36 3428 21 40 591 12 180 38 26 417 89 23 21 44 17 133 763
internal_value=-2.70805 -2.58148 -2.21382 -2.63251 -2.41319 -2.57559 -2.66813 -2.6276 -2.50739 -2.37509 -2.24725 -2.1125 -2.01132 -1.86164 -2.74029 -2.76016
internal_weight=0 167.67 19.958 147.712 19.8546 16.433 127.858 93.5692 46.1303 32.0341 22.9396 18.4956 14.8854 11.4694 47.4389 46.1461
internal_count=5879 2451 61 2390 228 216 2162 1571 649 232 143 105 84 61 922 896
shrinkage=1


Tree=12
num_leaves=17
num_cat=0
split_feature=2 2 17 13 16 6 15 1 7 10 16 16 8 4 18 14
split_gain=433.112 516.757 531.895 210.68 162.361 134.117 29.9789 24.8478 18.6361 14.626 14.3404 10.9663 13.7199 9.52147 5.32887 14.5431
threshold=107.50000000000001 110.50000000000001 1.0000000180025095e-35 48.49099531519456 18.500000000000004 56.446084974769668 3.5000000000000004 61.500000000000007 6.4070572716906105 5.7595764856834561 17.500000000000004 4.5000000000000009 4.2026112631773156 47.68378843960236 1.0000000180025095e-35 79883.095238095251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -6 -1 11 -3 -11 12 -9 14 -10 -16
right_child=1 9 3 -5 6 -7 -8 8 13 10 -12 -13 -14 -15 15 -17
leaf_value=-2.7921979716954048 -2.7080501654600728 -2.7598864476827871 -1.410109112985299 -1.4914735780342481 -2.6835792064222854 -2.3358178870419901 -2.2889133919113949 -2.7080501654600728 -2.7650983706885581 -2.7080501654600728 -2.438448298397478 -2.6907415722834251 -2.2776235080770402 -2.5159008650507997 -2.7540724505737479 -2.5924138495876581
leaf_weight=169.58340582065284 16.733449561521411 40.745743904262781 4.1589656323194566 7.2511447090655556 5.0588926672935468 3.7486467696726322 5.0077758058905602 1.1678353995084789 81.900129776448011 7.0514888465404493 2.8258231673389673 13.32263760268688 1.7735598962754011 1.4455386027693737 22.910639669746164 7.2476653866469851
leaf_count=2624 54 240 64 102 15 23 31 20 2107 59 30 335 39 39 60 37
internal_value=-2.70805 -2.51902 -2.25928 -1.96923 -2.17309 -1.82368 -2.4674 -2.76651 -2.7314 -2.73037 -2.62883 -2.63546 -2.45297 -2.74691 -2.75168 -2.7086
internal_weight=0 92.5819 41.9589 25.2254 17.9743 7.90761 10.0667 299.351 129.768 50.6231 9.87731 16.264 2.9414 113.504 112.058 30.1583
internal_count=5879 618 289 235 133 87 46 5261 2637 329 89 394 59 2243 2204 97
shrinkage=1


Tree=13
num_leaves=11
num_cat=0
split_feature=22 26 1 1 16 8 6 0 23 6
split_gain=2309.46 409.964 322.06 195.473 273.294 174.431 36.9699 63.9977 115.586 25.5854
threshold=1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 62.500000000000007 13.500000000000002 4.6787389078007857 44.700653465636357 108.50000000000001 9.5000000000000018 76.139666142685968
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -3 7 8 -1 -8
right_child=1 5 3 4 -6 -7 9 -9 -10 -11
leaf_value=-1.9784650865609215 -2.5843991545793128 -2.7840808987976189 -1.5207814257203169 -1.6596795705633933 -2.7535764076838021 -1.9116616267401747 -2.8074282444962781 -2.7917612618856462 -2.7533120125880388 -2.6290466139392916
leaf_weight=3.2587453350424793 5.5971195921301833 8.335802033543585 19.015050895512108 4.8822361230850202 3.667880155146122 3.0158869698643676 321.25108249485493 12.266198996454476 3.650163646787405 6.993165209889411
leaf_count=24 18 87 58 20 38 19 5287 119 50 159
internal_value=-2.70805 -2.0299 -1.85107 -1.70942 -2.15231 -2.5699 -2.79494 -2.66706 -2.41676 -2.80302
internal_weight=0 44.514 33.1623 27.5652 8.55012 11.3517 347.419 19.1751 6.90891 328.244
internal_count=5879 240 134 116 58 106 5639 193 74 5446
shrinkage=1


Tree=14
num_leaves=16
num_cat=0
split_feature=18 1 4 6 0 26 2 7 9 9 25 16 10 2 7
split_gain=1014.73 313.024 267.569 203.82 236.519 203.383 117.265 110.708 91.5587 66.9373 42.1301 30.8228 10.394 4.84514 2.48714
threshold=1.0000000180025095e-35 66.500000000000014 13.672973158744851 51.340958025001058 98.500000000000014 1.0000000180025095e-35 113.50000000000001 9.2750648719465385 96.182711346846915 79.710100249020527 1.0000000180025095e-35 12.500000000000002 1.8822887863705351 107.50000000000001 11.057769710636451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 10 11 5 -5 8 -2 14 13 -3 -4 -9 -7 -6
right_child=1 2 3 4 6 9 -8 12 -10 -11 -12 -13 -14 -15 -16
leaf_value=-2.8073462547756507 -2.3069288674643351 -2.7899343713051463 -2.7722595790310263 -1.462233144564143 -2.6871826467053852 -2.2464734197667759 -2.0752516135699182 -2.6932828748282387 -2.1900595433527115 -1.789660041047564 -2.4174224366668189 -2.4331572544492048 -2.7974411967820503 -2.5484583515976835 -2.7734556898049161
leaf_weight=283.83971829526126 6.8207893371582022 11.029222302138804 5.5825636535882932 8.3642200455069542 3.3356437087059039 3.9390771090984344 9.6013959199190122 14.020715482532976 4.5551960989832869 3.9484055712819099 4.1193177103996268 4.2922116443514824 18.833401724696159 3.8758747130632401 5.7755817770957947
leaf_count=5465 21 47 15 30 27 10 28 35 14 24 29 28 55 30 21
internal_value=-2.70805 -2.44731 -2.31744 -2.21188 -2.11791 -1.85933 -2.35018 -2.67631 -2.55794 -2.15867 -2.70183 -2.6451 -2.74691 -2.37068 -2.71994
internal_weight=0 108.094 68.4187 53.2702 43.3954 20.1276 23.2678 39.6749 13.6664 11.7634 15.1485 9.87478 32.8541 7.81495 9.11123
internal_count=5879 414 303 227 184 94 90 111 62 64 76 43 90 40 48
shrinkage=1


Tree=15
num_leaves=17
num_cat=0
split_feature=21 18 2 10 2 6 2 13 4 23 15 14 2 0 1 23
split_gain=301.268 244.113 85.4105 37.0538 30.8361 17.4746 19.679 24.33 13.3085 16.2656 16.8129 6.18301 5.68896 5.32115 3.85644 4.65099
threshold=1.0000000180025095e-35 1.0000000180025095e-35 18.000000000000004 0.70396693612461669 18.000000000000004 49.317943962083852 74.500000000000014 11.556158463839152 20.564974121438279 3.5000000000000004 2.5000000000000004 291950.00000000006 24.500000000000004 243.50000000000003 56.500000000000007 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5 7 -7 -8 -10 -11 12 -9 -14 -6 -16
right_child=-2 4 3 5 14 6 8 11 9 10 -12 -13 13 -15 15 -17
leaf_value=0.35672397831783587 -0.097852148707343933 0.23572624223674229 0.41335475143150635 0 -0.076403334352984506 0 -0.0030292377437568102 0 0 0 0.41214797934478425 0 0.22579579633977931 0.0091601099213827128 0 -0.054567518766274949
leaf_weight=23.878767149522901 168.90753437858075 4.0013236850500098 5.040355183184146 9.599778810515998 28.984083376824856 7.9602370653301469 14.550586709752681 1.5466864760965098 1.8157148733735073 1.2629134953022001 2.8826862815767527 3.067603074014186 36.022711593657732 3.1872576214373103 39.326098751276731 29.516432970762253
leaf_count=166 4208 20 99 102 82 79 80 7 7 13 46 15 608 35 193 119
internal_value=0 0.0810259 0.183986 0.134242 -0.0290593 0.114624 0.131531 0.165688 0.0355571 0.163257 0.2785 0.194912 0.205833 0.213282 -0.041932 -0.0245166
internal_weight=0 212.643 110.815 86.9365 101.828 81.8962 72.2964 51.7845 20.5119 5.96131 4.1456 43.8243 40.7567 39.21 97.8266 68.8425
internal_count=5879 1671 1257 1091 414 992 890 744 146 66 59 665 650 643 394 312
shrinkage=0.1


Tree=16
num_leaves=17
num_cat=0
split_feature=21 26 2 2 8 6 3 4 1 23 1 1 10 2 15 1
split_gain=294.656 233.677 139.874 203.899 98.175 92.9995 83.2918 83.2666 70.7309 68.2441 66.5373 105.582 64.5844 60.1681 36.4174 12.0322
threshold=1.0000000180025095e-35 1.0000000180025095e-35 54.500000000000007 61.500000000000007 0.09118380750871212 56.446084974769668 47480.678463855409 27.320093886333357 1.5000000000000002 16.500000000000004 42.500000000000007 41.500000000000007 5.7595764856834561 130.50000000000003 4.5000000000000009 66.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 14 13 9 -5 -8 10 11 -7 15 -6 -2 -11
right_child=1 2 3 7 5 6 8 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.097886027382950908 -0.029558095201816643 -0.082322221866105494 0.53203613821415285 -0.082324327437956354 -0.096805300530116656 -0.043206098753576588 0.47909238387332148 0.29684787685378222 -0.091610694643150414 0.61282619889019208 -0.082166246259281386 0.67546538361482533 -0.014248988642625346 0.34405138194176693 0.30661394295668654 0.2499776092364682
leaf_weight=171.96147114410996 2.8067327626049545 9.2599284481257182 23.904490068554878 11.08218593709171 81.833767528645694 3.4579912116751137 2.3223424684256342 10.954952693544326 24.823320974595845 6.2840940598398429 10.681702424772082 3.7502387184649706 2.3205487057566634 3.0405709482729426 14.497523786500095 3.8457826469093561
leaf_count=1671 74 52 12 158 2300 116 7 40 811 58 326 5 64 5 124 56
internal_value=0 0.0777502 0.255347 0.327757 0.0150973 -0.0109024 0.0856584 0.0971005 -0.035426 0.200578 0.0618486 0.30298 0.383871 -0.0786578 0.240541 0.494796
internal_weight=0 214.866 55.2016 45.9416 159.665 142.36 57.486 22.0371 27.1457 30.3404 17.8899 7.20823 12.4504 84.8743 17.3043 10.1299
internal_count=5879 4208 262 210 3946 3748 1443 198 818 625 447 121 178 2305 198 114
shrinkage=0.1


Tree=17
num_leaves=17
num_cat=0
split_feature=21 17 2 15 27 2 2 25 6 7 2 23 2 2 0 23
split_gain=300.82 161.703 76.4321 85.0821 79.0885 85.3883 90.1536 54.219 38.4844 28.0121 36.5962 26.4228 28.8399 83.3262 26.6647 22.5936
threshold=1.0000000180025095e-35 1.0000000180025095e-35 52.500000000000007 1.5000000000000002 1.0000000180025095e-35 31.500000000000004 29.500000000000004 1.0000000180025095e-35 44.700653465636357 6.9704526254155308 120.50000000000001 12.500000000000002 42.500000000000007 38.500000000000007 11.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 15 -7 -4 10 -10 -3 13 -13 -14 -5
right_child=1 11 8 4 -6 7 -8 -9 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.097886027382950908 -0.03318378175401665 -0.064291252904544266 0.57989435812086609 0.016094072755462329 -0.06657178494503424 0.424303909097973 -0.079886105236845903 0.085265350736320411 0 -0.034595967886638837 0.53765620574029582 -0.076430459413745641 0.33686970835665636 0.33783277843465115 -0.041768257603245887 0.45406947159547334
leaf_weight=171.96147114410996 10.381381524726747 49.376351362094283 1.2378423223271955 2.6897075828164816 5.8590586967766276 35.789370921440423 10.53219929151237 7.2118477132171384 4.1710085114464155 26.70516801904887 2.126145051792264 8.2549876850098372 1.9281811136752356 9.9812249150127172 30.72508750949055 6.124869741499424
leaf_count=1671 165 1364 16 34 74 106 302 23 165 693 11 287 36 31 865 36
internal_value=0 0.0799036 0.16214 0.21694 0.257939 0.291639 0.102499 0.372089 0.0305269 0.00386715 0.198712 -0.0106437 0.0374824 0.139352 -0.0132907 0.343092
internal_weight=0 213.094 112.829 78.5884 68.2071 62.348 19.3468 43.0012 34.2402 33.0023 6.29715 100.266 50.8895 18.2362 32.6533 8.81458
internal_count=5879 4208 1625 740 575 501 372 129 885 869 176 2583 1219 318 901 70
shrinkage=0.1


Tree=18
num_leaves=17
num_cat=0
split_feature=2 2 21 17 2 2 21 17 5 2 2 2 4 2 2 2
split_gain=699.647 317.044 18.3779 25.8134 11.6617 29.0615 10.1591 20.0319 7.76907 5.29993 3.8808 3.82357 3.23219 2.30033 1.16621 0.342154
threshold=29.500000000000004 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 84.500000000000014 107.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 5.9386001152361461 54.500000000000007 103.50000000000001 45.500000000000007 37.017741612752609 96.500000000000014 123.50000000000001 129.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 9 10 -1 -8 -3 11 13 -5 -13 -6 -7 -16
right_child=2 8 3 4 5 14 7 -9 -10 -11 -12 12 -14 -15 15 -17
leaf_value=-0.087615780073533642 -0.097758919136911746 0.095593993978605601 -0.086753448657492224 -0.0053984511878787059 0.1528754807158974 -0.036627689143901195 -0.038701729039759769 0.30207745059337393 0.38781340129048886 -0.050221957766424852 0.38486324487343776 0.14729838798810971 0 0 0.038177088919490593 0
leaf_weight=17.437379114329818 154.404794851318 2.7994641587138167 75.044812032952905 12.950917407870294 2.8385775592178133 9.3441374748945218 4.8855685871094456 2.2432385515421629 57.029683565720916 37.752389843575656 2.4195817708969116 3.2923266366124144 1.1619396191090343 1.4777174796909092 2.4222168587148181 2.6392761990427971
leaf_count=211 1453 20 1531 210 47 106 51 48 621 1395 32 74 4 18 45 13
internal_value=0 0.25292 -0.0723092 -0.0450246 -0.00136306 0.0588758 -0.0423036 0.0405045 0.37748 -0.0280746 0.232117 0.00848415 0.0937049 0.100201 -0.0082594 0.00463676
internal_weight=0 84.3953 305.749 151.344 76.2991 21.1415 24.5662 7.12881 59.8291 55.1576 6.73588 17.4052 4.45427 4.3163 14.4056 5.06149
internal_count=5879 951 4928 3475 1944 261 310 99 641 1683 97 288 78 65 164 58
shrinkage=0.1


Tree=19
num_leaves=17
num_cat=0
split_feature=2 2 21 21 17 2 2 2 14 8 28 1 1 1 0 8
split_gain=355.043 430.423 68.8058 52.7039 62.6491 39.9925 18.3633 19.9054 17.4749 51.7007 14.1086 10.3252 14.1834 4.46822 3.31263 3.05649
threshold=31.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 51.500000000000007 79.500000000000014 25679.000000000004 2.1382113620001655 1.0000000180025095e-35 13.500000000000002 57.500000000000007 2.5000000000000004 243.50000000000003 0.38742398562191355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -2 5 -5 11 14 -9 -10 -4 -7 -13 -1 15 -8
right_child=3 2 10 4 -6 6 7 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.030474925870024379 -0.097733695599153902 -0.038356345305999545 0.073114228233395542 -0.051152072808780064 -0.07934590726507823 0 0.13773292604564516 0 0.51359553413211978 0.010657729879404963 0.39784413568866617 0.41447666154318663 0.025967139938845571 -0.072838711537764986 0.1603380491736271 -0.010511029198292263
leaf_weight=1.7694881204515684 151.29401111230254 3.2769284322857848 2.9535703929141155 21.914433461613953 68.939572009257972 2.4017954878509027 1.4822816113010109 3.1029642680659881 4.0436844788491708 5.9023639913648367 47.685395278036594 4.6541332509368658 2.6729656103998423 42.436842017807066 1.3429387006908644 22.134801739826798
leaf_count=35 1443 10 58 84 1884 16 66 18 90 62 435 72 17 916 46 627
internal_value=0 0.163312 0.353543 -0.0567495 -0.0105674 0.0546388 0.107388 0.0684146 0.169649 0.235222 0.38285 0.239114 0.300015 -0.0641835 0.00748491 0
internal_weight=0 98.1222 53.9159 289.886 138.592 69.6524 47.7379 38.009 13.049 9.94605 50.639 9.72889 7.3271 44.2063 24.96 23.6171
internal_count=5879 1454 503 4425 2982 1098 1014 909 170 152 493 105 89 951 739 693
shrinkage=0.1


Tree=20
num_leaves=2
num_cat=0
split_feature=19
split_gain=1451.22
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.098420494407595024 0.38366052692983882
leaf_weight=315.00862246565521 77.876531545072794
leaf_count=4995 884
internal_value=0
internal_weight=0
internal_count=5879
shrinkage=0.1


Tree=21
num_leaves=17
num_cat=0
split_feature=18 6 9 11 2 13 20 16 0 16 23 23 1 1 10 6
split_gain=394.163 176.839 84.9882 99.5831 77.3987 106.549 52.1604 54.3451 50.5395 37.95 84.3284 36.3684 28.5338 118.729 23.6617 18.8442
threshold=1.0000000180025095e-35 52.952934406955606 86.287871516216754 2.6866448676440107 113.50000000000001 43.768707825406928 1.0000000180025095e-35 15.500000000000002 114.50000000000001 20.500000000000004 17.500000000000004 14.500000000000002 25.500000000000004 24.500000000000004 5.6868309072489156 51.340958025001058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 11 9 -6 12 -8 -5 -3 -11 -4 13 -1 15 -9
right_child=1 4 3 8 5 -7 7 14 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.091471177360808398 0 -0.069129486571575582 0.25835844021373111 0.23373257259842087 -0.069890004822561719 0.42339973274951803 -0.075210256719665539 0.31352280413076572 0.52160956863631691 0.38664430441435921 -0.076058343915673399 -0.07099464109766554 -0.098027889396787804 0.38859025424850069 0.48859439793814385 -0.029351727535281303
leaf_weight=26.280451673083007 10.186695601791142 41.490422520786524 5.7982898466289026 12.961132436990736 6.4496961571276215 10.535954464226959 7.9419746398925808 2.2554636597633344 21.651591908186674 6.6324564404785624 8.435479708015917 6.5428153499960899 204.91421644482762 6.4065425395965567 3.5462230518460274 2.806159969419241
leaf_count=538 46 150 18 28 22 29 76 7 39 16 42 24 4791 3 16 34
internal_value=0 0.141926 0.274456 0.331314 0.0362388 0.224327 -0.0717745 0.09428 0.419583 -0.0167155 0.114349 0.0675571 -0.0841818 0 0.273871 0.0839593
internal_weight=0 130.685 57.1405 46.9538 73.544 16.9857 254.151 16.5498 34.6127 56.5584 15.0679 12.3411 237.601 32.687 8.60785 5.06162
internal_count=5879 414 155 109 259 51 5465 133 67 208 58 42 5332 541 57 41
shrinkage=0.1


Tree=22
num_leaves=17
num_cat=0
split_feature=27 21 2 2 21 2 2 17 2 5 2 2 6 2 12 2
split_gain=408.759 215.617 56.9849 81.2218 30.3373 30.1317 34.1901 25.7651 11.7363 10.7245 9.48629 17.7715 8.91615 5.13741 4.93055 4.91377
threshold=1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 71.500000000000014 1.0000000180025095e-35 55.500000000000007 99.500000000000014 1.0000000180025095e-35 35.500000000000007 19.458347933590854 79.500000000000014 74.500000000000014 57.960095347075516 96.500000000000014 59500.000000000007 40.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 -1 15 7 10 -3 12 11 -7 13 -4 -8 -6
right_child=1 2 9 -5 5 6 14 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.097671322651168402 -0.091362649287250727 0.24840200130160445 0.20619740314740342 0.37538142689641152 -0.071751427411324009 0.13463937042141488 -0.060086751195113523 0.038673206130435761 0.0072950712185999734 0 0.07582869414711485 0.97943497549595104 0.042005435965461101 0 0.030457866072314717 -0.0066223287025430067
leaf_weight=146.51810013130307 25.608616823330522 3.2370046582072964 18.364676501601942 39.690776858478785 67.928042291663587 1.2940441798418785 11.488802559673788 6.019089562818408 10.915586989372967 4.7111062053591004 1.7156179081648586 0.95792526006698597 10.229823341593145 2.1981725785881272 10.103957792744039 22.53154837526381
leaf_count=1537 134 70 707 774 1282 29 70 102 207 123 35 44 365 51 177 172
internal_value=0 0.158897 0.232863 0.300548 -0.0664343 -0.0272945 0.0535841 0.20775 0.0765592 0.124587 0.413892 0.582716 0.146217 0.188345 -0.00846471 -0.0577379
internal_weight=0 114.956 89.3471 53.8434 268.557 122.039 31.5794 9.98668 14.1526 35.5038 3.96759 2.25197 30.7927 20.5628 21.5928 90.4596
internal_count=5879 2431 2297 1051 3448 1911 457 210 277 1246 108 73 1123 758 247 1454
shrinkage=0.1


Tree=23
num_leaves=17
num_cat=0
split_feature=27 21 17 2 2 2 2 8 2 2 21 17 6 2 2 2
split_gain=551.69 235.749 215.824 58.9102 26.4177 11.2935 11.12 6.94647 11.1279 7.96645 5.20423 10.2953 4.32152 3.5591 5.34775 2.31711
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 75.500000000000014 75.500000000000014 85.500000000000014 0.063125589894556675 58.500000000000007 35.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 61.20056944425081 55.500000000000007 76.500000000000014 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 5 4 7 -3 -7 -4 9 -9 -1 -12 13 15 -15 -13
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.097671322725858892 -0.091362649653942599 -0.059652375849156836 0 0 0.38333547106867516 0.21611173874919076 -0.0055690742651680327 0 0.053254362853065007 0.36822784451881946 -0.09133500883062684 0 0.023017507641256867 0.15096077482872317 -0.023573841565719011 -0.065216987502355481
leaf_weight=146.51810203120112 25.608617026358843 17.713948291726414 1.2524612173438061 5.0938455257564774 57.52387548238039 3.533180456608533 2.120880707167089 0.9640222266316395 5.2599792294204235 4.9151241667568684 61.696879567578435 0.93278995901346107 9.7999207247048599 2.0512572806328526 12.11222951300442 31.431840189732611
leaf_count=1537 134 649 10 88 1049 65 44 44 248 100 867 29 192 52 134 637
internal_value=0 0.173275 0.244194 0.326998 0.350919 -0.013049 0.0976196 0.184313 0.209826 0.315924 -0.0823573 -0.0616534 -0.0255956 -0.0401289 0 -0.0584357
internal_weight=0 123.986 98.3773 75.0093 69.9155 23.368 5.65406 12.3916 11.1391 5.87915 264.543 118.025 56.328 46.5281 14.1635 32.3646
internal_count=5879 2431 2297 1539 1451 758 109 402 392 144 3448 1911 1044 852 186 666
shrinkage=0.1


Tree=24
num_leaves=14
num_cat=0
split_feature=18 25 17 4 2 3 1 29 6 7 13 26 23
split_gain=289.112 154.165 151.88 151.38 162.772 141.568 118.662 58.1375 80.1519 45.0886 118.371 71.0087 34.7763
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.84139218147857 58.500000000000007 31298.966103737403 45.500000000000007 1.0000000180025095e-35 51.995950277972305 7.9231992120941266 49.573016218911008 1.0000000180025095e-35 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 12 5 -5 -6 9 -9 10 11 -1 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.060096474265553014 -0.088931935126255801 -0.09249270006573701 0.62666343429073401 0.49353534108610148 0.33425391915519032 0.037911450334715519 -0.093170973342328184 0.33943990577883754 -0.077320745192308457 -0.097934901029298194 -0.093691515193000133 0.36034884618349372 0.29406006954518521
leaf_weight=4.9397252481430778 16.852607101202011 25.606084771454334 10.400777503848078 19.050799217075113 8.5208477787673456 12.189804464578627 27.078189175575972 8.3311787545681018 9.0909001603722555 186.69114461261779 37.160585264675319 11.937018498778343 9.1366470307111722
leaf_count=167 51 117 18 22 19 33 125 29 109 4245 898 17 29
internal_value=0 0.122069 0.177226 0.231468 0.155438 0.322151 0.00352319 -0.0613416 0.110504 -0.0746085 0.00228347 0.225448 0.481349
internal_weight=0 128.836 103.23 86.3771 66.8396 31.2406 35.599 258.151 17.4221 240.728 54.0373 16.8767 19.5374
internal_count=5879 414 297 246 199 55 144 5465 138 5327 1082 184 47
shrinkage=0.1


Tree=25
num_leaves=17
num_cat=0
split_feature=2 2 1 1 1 1 15 5 15 14 0 15 8 2 8 6
split_gain=340.068 192.064 94.4645 120.041 83.5206 55.1808 74.7918 62.2534 95.4879 54.7705 39.7083 49.1786 36.0049 22.4879 21.805 34.0304
threshold=107.50000000000001 112.50000000000001 29.500000000000004 13.500000000000002 56.500000000000007 64.500000000000014 3.5000000000000004 11.240199629442701 10.500000000000002 105836.02941176471 209.50000000000003 2.5000000000000004 0.99553266070867552 86.500000000000014 1.6054624114286475 57.960095347075516
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 -8 -9 12 14 -12 -5 -11 -3 -16
right_child=1 10 -4 9 5 6 7 8 -10 13 11 -13 -14 -15 15 -17
leaf_value=-0.062409210580709154 0.38970701358229942 -0.092924674189592396 -0.087490649953588462 0.055861795634064626 -0.076380022196247996 0.42976552975880483 -0.078227734290720274 -0.016061864835433575 0.79876895817203986 -0.062870815563020793 0.35356120854750106 -0.051938705508479746 0.49704949875597548 0.42528689709121403 0.2251286709531175 -0.074551012616788245
leaf_weight=26.794783404096961 29.805305849760771 27.802345287054777 224.16246319003403 3.7100071934983161 7.4553346596658256 10.073656646534802 9.4518673289567214 2.4052910823374978 2.446798000484705 5.2742947228252879 6.5181080065667611 4.1566244661808014 8.9224587343633157 1.1280622910708187 6.7106993012130243 7.3948285952210426
leaf_count=342 67 149 4643 42 21 52 98 41 15 158 15 30 70 6 59 71
internal_value=0 0.145478 -0.0603509 0.068036 0.265287 0.142515 0.217655 0.0543058 0.35366 0.262157 0.00123632 0.176947 0.383294 0 -0.0387527 0.0538566
internal_weight=0 114.221 269.992 45.8296 61.6383 31.8329 24.3776 14.304 4.85209 19.0348 52.5826 10.6747 12.6325 6.40236 41.9079 14.1055
internal_count=5879 618 5261 618 294 227 206 154 56 276 324 45 112 164 279 130
shrinkage=0.1


Tree=26
num_leaves=17
num_cat=0
split_feature=17 15 18 27 8 1 19 2 8 15 13 7 2 6 0 2
split_gain=356.946 112.544 95.3655 73.9762 63.2939 70.6221 80.3575 101.134 72.7425 87.8453 62.7947 61.4897 56.4525 43.8088 42.944 39.2976
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.7789487399860215 57.500000000000007 1.0000000180025095e-35 35.500000000000007 1.2924421011163374 6.5000000000000009 50.509109245387855 6.0249417292581056 86.500000000000014 54.612537694249056 226.50000000000003 45.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 11 9 13 14 -3 -12 -9 -1 -11
right_child=-2 3 -4 -5 -6 -7 -8 8 -10 15 12 -13 -14 -15 -16 -17
leaf_value=-0.084902556750307362 -0.0929570665164276 0.72531657974347752 0.44096098413618895 -0.092202542800687223 -0.086823878614249131 -0.08641788538579373 -0.082037287391813193 -0.06888502615721491 0.11345418221502911 0.61297068587217995 0.16452056976774238 -0.086042583948826912 0.84935155273886809 0.33960344383291829 0.26288162107955054 0.30771199261908672
leaf_weight=12.977834749966865 196.48001187853515 0.97590959072112937 16.109849724918604 26.198591527529061 16.068954065442085 13.155234019272028 11.476764507591723 6.1038431683555228 26.926191178150475 10.893887931481006 6.705853018909691 14.901354258880017 1.9037394151091573 4.0243827998638153 4.8604475464671841 14.001646587625144
leaf_count=218 3428 9 19 687 242 147 374 47 142 22 129 305 11 14 29 56
internal_value=0 0.0999735 0.244362 0.0561347 0.0906078 0.120385 0.153086 0.190326 0.248375 0.346397 0.117055 -0.0235875 0.339156 0.0736978 0 0.449314
internal_weight=0 187.284 42.5577 144.727 118.528 102.459 89.304 77.8272 61.95 35.0238 26.4479 15.8773 8.60959 10.1282 17.8383 24.8955
internal_count=5879 2451 406 2045 1358 1116 969 595 281 139 387 314 140 61 247 78
shrinkage=0.1


Tree=27
num_leaves=17
num_cat=0
split_feature=2 2 17 14 1 12 7 10 2 1 4 15 23 19 16 18
split_gain=281.104 213.222 117.377 35.6969 25.3569 20.3985 15.7028 12.2523 9.59247 17.7022 7.45046 6.46356 8.6356 7.08592 8.5594 4.91473
threshold=107.50000000000001 110.50000000000001 1.0000000180025095e-35 288250.00000000006 61.500000000000007 18150.000000000004 6.4070572716906105 5.7595764856834561 123.50000000000001 66.500000000000014 47.68378843960236 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4 11 -3 -9 -10 15 -6 -13 14 -14 -8
right_child=1 7 3 -5 6 -7 10 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.081133043120320103 0.0068244037144063983 -0.047888593009322411 0.11616300302914649 0.027093966475503391 0 0.39485286682796639 -0.051394416682864874 -0.016883953525691022 0 0.28143230376897438 0.15711707792075882 0 0.2588091148403992 0 0 0
leaf_weight=149.41265566647053 15.666710656136273 38.016123097389936 5.1129049360752097 4.7472289875149718 5.3268763832747963 37.358818262815475 73.516929920762777 3.6238016225397569 2.6282843546941876 4.0859019663184881 1.6356240287423123 3.0402115993201724 5.7953338343650085 0.98169993609189976 1.3431376870721576 28.813413593918085
leaf_count=2624 54 240 18 11 114 206 2107 34 17 38 39 85 146 30 19 97
internal_value=0 0.135659 0.257294 0.336166 -0.0532275 0.366008 -0.016954 -0.0183978 0.0707224 0.147764 -0.032662 0.069979 0.114131 0.168931 0.205885 -0.0376479
internal_weight=0 111.24 62.8857 47.219 269.866 42.4717 120.453 48.3541 10.338 6.71419 103.966 16.4873 11.1604 8.12017 7.13847 102.33
internal_count=5879 618 289 235 5261 224 2637 329 89 55 2243 394 280 195 165 2204
shrinkage=0.1


Tree=28
num_leaves=11
num_cat=0
split_feature=22 2 2 6 2 23 16 6 1 1
split_gain=979.095 72.572 36.2743 32.4329 50.8057 36.0151 25.827 24.5877 63.0896 22.9854
threshold=1.0000000180025095e-35 18.000000000000004 13.500000000000002 44.700653465636357 21.500000000000004 1.5000000000000002 18.500000000000004 76.139666142685968 41.500000000000007 44.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 -5 -9 -3
right_child=1 6 -4 7 5 -7 -8 8 -10 -11
leaf_value=0.50580342316426885 0.35129294081973961 0.17691288524502091 -0.073061020965646761 -0.098308294819014291 0.2727168195455732 -0.087340002644350712 0.15194403605257162 0.60492801385132799 -0.063020882115922883 0.39136552909591732
leaf_weight=2.0465152692049768 2.672931104898451 9.5713783055543882 7.095524288713932 278.69943930953741 3.3188503384590176 15.207138552330433 10.29273599386215 1.7739422675222147 5.3944574203342199 54.070838414132595
leaf_count=8 2 22 83 5287 7 178 43 29 130 90
internal_value=0 0.301527 0.0226005 -0.0843671 0.0297508 -0.0120524 0.335677 -0.0932785 0.0744016 0.362253
internal_weight=0 83.7034 9.76846 306.44 20.5725 18.526 73.935 285.868 7.1684 63.6422
internal_count=5879 240 85 5639 193 185 155 5446 159 112
shrinkage=0.1


Tree=29
num_leaves=16
num_cat=0
split_feature=18 1 4 7 3 2 23 2 6 0 2 2 0 10 16
split_gain=669.637 109.546 81.9961 75.5409 58.7206 77.9122 49.1583 39.2575 31.3127 27.3925 13.152 82.3283 16.7537 9.65008 4.82684
threshold=1.0000000180025095e-35 66.500000000000014 13.672973158744851 9.066820057744442 26163.839414694903 73.500000000000014 8.5000000000000018 107.50000000000001 45.776543533071212 122.50000000000001 86.500000000000014 113.50000000000001 38.500000000000007 1.8822887863705351 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 -4 -6 -7 -3 -9 14 12 -12 -5 -8
right_child=1 2 4 13 6 7 10 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.098199861137989522 0.29718083727516137 0.22406215384271699 -0.03486134851813661 0.014701480273967386 0.089573889246666094 0.4592078221996877 0.56651274665526685 0.33347529246150676 -0.080127055561926147 0.011970984780116371 0.22805139545353736 0.45662471662318255 -0.060737791816123092 -0.087674340568424172 0.35143530708315684
leaf_weight=245.7974427593872 8.5417459979653341 4.9411899447441092 11.685746833682058 14.026799000799658 8.2976788505911809 8.1016448326408881 10.38615081086755 5.0632723830640307 10.214543819427488 8.5900356136262399 2.9398787319660213 13.503030925989149 4.9563422352075577 17.252836972475052 9.9145515114068967
leaf_count=5465 20 13 29 35 23 15 24 26 63 27 11 24 33 56 15
internal_value=0 0.17679 0.233672 0.0309388 0.272656 0.158611 0.344938 0.27172 0.00586372 0.145834 0.390961 0.305395 0.021479 -0.0353781 0.471314
internal_weight=0 138.415 98.5941 39.8214 83.4383 33.4407 49.9976 21.755 15.1557 13.6533 41.7 21.3993 7.89622 31.2796 20.3007
internal_count=5879 414 303 111 227 97 130 68 76 53 107 68 44 91 39
shrinkage=0.1


Tree=30
num_leaves=17
num_cat=0
split_feature=21 18 2 2 10 6 2 13 5 15 1 4 2 1 23 12
split_gain=250.675 161.442 37.0095 22.8429 14.585 11.8421 14.0024 13.058 11.8862 6.9713 6.00213 5.04348 17.7448 4.11111 4.64489 5.10558
threshold=1.0000000180025095e-35 1.0000000180025095e-35 18.000000000000004 24.500000000000004 0.70396693612461669 49.317943962083852 98.500000000000014 11.556158463839152 8.0267231133144765 6.5000000000000009 1.5000000000000002 16.598065829242646 109.50000000000001 56.500000000000007 18.500000000000004 59500.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -7 9 -9 -10 -8 -13 -5 15 -15
right_child=-2 3 4 13 5 6 11 8 10 -11 -12 12 -14 14 -16 -17
leaf_value=0.24637854818945815 -0.097050710543798643 0.15184277164281204 0.26768421517946872 -0.077002958945494249 0 0 -0.037874162954577836 0.15844441836254827 0 0 0.17940052362656936 -0.0092637398468323577 0.31320049901680841 0.042858045949203942 -0.053461478872878665 -0.031690001397036122
leaf_weight=30.390207219868898 150.70869025308639 6.3268461227416983 6.9108864031732073 26.28248680755496 9.4100506007671338 7.8691639360040417 7.674039049074052 4.1782019492238751 1.3843219354748715 11.122798781841992 41.913800412788987 3.2069592215120792 2.2080719769001007 16.353109627962112 27.024924818426371 20.929089061915874
leaf_count=166 4208 27 99 81 102 80 43 61 2 77 581 17 29 84 116 106
internal_value=0 0.0698462 0.144603 -0.0254891 0.110259 0.0957846 0.10839 0.127155 0.143416 0.0479494 0.172538 0 0.0853287 -0.0400797 -0.0218821 0
internal_weight=0 223.185 126.269 96.9165 95.8783 88.9674 79.5574 66.4683 58.5991 15.301 43.2981 13.0891 5.41503 90.5896 64.3071 37.2822
internal_count=5879 1671 1257 414 1091 992 890 801 721 138 583 89 46 387 306 190
shrinkage=0.1


Tree=31
num_leaves=16
num_cat=0
split_feature=21 2 2 2 16 2 7 16 1 6 29 23 23 4 7
split_gain=237.39 160.28 235.681 128.592 107.306 65.2522 59.3768 33.0693 32.6942 31.1347 27.9158 22.4506 29.9667 23.0987 16.5289
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 118.50000000000001 5.5000000000000009 54.500000000000007 15.453764320283351 9.5000000000000018 73.500000000000014 52.952934406955606 1.0000000180025095e-35 17.500000000000004 13.500000000000002 37.017741612752609 14.69188866765864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 8 -5 9 -2 -8 10 -3 -4 12 13 -11 -12
right_child=1 2 3 4 -6 -7 7 -9 -10 11 14 -13 -14 -15 -16
leaf_value=-0.097068508512076143 -0.096156845460644985 -0.059976040955651157 -0.096067190869807667 0.37473242993449069 -0.073920667745342714 0.35677119623509479 0.27701418703234437 -0.047880649919943952 0.21114688557694972 -0.057037096184658964 -0.013651603907159729 -0.022699530678420773 0.36107206368844075 0.26465883333679086 0.27087883051633005
leaf_weight=153.07104713283479 61.619070139713585 5.0959012527018812 56.263742581009865 15.389802071265878 7.1418484570458522 38.187522744759917 7.4379580579698068 3.8507934091612697 4.0364405922591677 4.4359610350802603 2.1916542975231996 2.5260804183781138 9.3909932821989042 3.4917001705616713 3.4400383625179529
leaf_count=1671 1220 87 2284 22 103 25 45 96 35 111 59 64 47 6 4
internal_value=0 0.0644221 0.123434 0.0156948 0.223655 0.271247 -0.0555366 0.148487 -0.0523434 0.132288 -0.0727547 0.191727 0.23454 0.059449 0.124671
internal_weight=0 224.5 151.592 88.4635 22.5317 63.1282 72.9078 11.2888 65.9319 24.9406 61.8954 19.8447 17.3187 7.92766 5.63169
internal_count=5879 4208 2847 2507 125 340 1361 141 2382 315 2347 228 164 117 63
shrinkage=0.1


Tree=32
num_leaves=17
num_cat=0
split_feature=21 17 2 15 13 7 6 3 23 0 7 2 2 2 16 2
split_gain=244.301 104.019 40.7404 62.9671 42.7274 38.1679 31.3151 23.498 21.118 21.3555 20.8698 20.3221 24.4666 27.1723 19.8937 19.7217
threshold=1.0000000180025095e-35 1.0000000180025095e-35 70.500000000000014 4.5000000000000009 38.026004720217962 12.467483934006768 46.086012612538504 31298.966103737403 12.500000000000002 102.50000000000001 6.9704526254155308 116.50000000000001 65.500000000000014 38.500000000000007 20.500000000000004 80.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -7 -3 11 15 12 13 -10 -8 -4
right_child=1 8 10 5 -6 7 14 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.097068508512076143 0.14484783934021475 -0.060618007353119702 -0.0084184392562445583 0 -0.062758748888171886 0.20853256583869648 0.32602003467949908 0 -0.035642777169419569 -0.021872568813050077 -0.036579124412203873 0.4970572204088175 -0.02917769483882425 0.25785203201097984 0 0.28093193200685196
leaf_weight=153.07104713283479 21.432601084001362 45.319785007275641 2.207905791699889 4.2195484098047009 16.879260402172804 9.0292663574218768 34.953250771388412 10.83146186172962 3.1416844204068246 27.836319743655622 19.590537840500474 1.4084916152060021 10.224088670685886 9.2049166187643987 3.0815751906484357 4.8327027913182974
leaf_count=1671 184 1364 126 8 205 41 220 114 126 673 658 18 340 62 26 43
internal_value=0 0.0668108 0.126485 0.155817 0.0481663 0.218998 0.275326 0.0890986 -0.00918859 0.0319375 0.00836847 0.102735 0.069276 0.166987 0.304051 0.161814
internal_weight=0 224.193 127.058 100.427 38.3119 62.1151 42.2544 19.8607 97.1353 51.8155 26.6311 23.9792 22.5707 12.3466 38.0348 7.04061
internal_count=5879 4208 1625 798 389 409 254 155 2583 1219 827 546 528 188 246 169
shrinkage=0.1


Tree=33
num_leaves=17
num_cat=0
split_feature=2 2 21 17 2 2 21 17 2 0 2 0 0 2 4 2
split_gain=492.479 174.39 18.6425 24.1069 8.70058 18.6746 8.41002 11.9087 4.256 3.00346 4.42019 2.36789 3.0026 2.64782 3.20668 2.26591
threshold=29.500000000000004 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 84.500000000000014 107.50000000000001 1.0000000180025095e-35 1.0000000180025095e-35 71.500000000000014 161.50000000000003 103.50000000000001 184.50000000000003 116.50000000000001 54.500000000000007 34.415728681783754 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 8 9 -1 -8 11 10 -6 12 -5 14 15 -13
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.0856497898521838 -0.096928799228109846 0.26703648040121031 -0.084812329783059554 0.014737557251313236 0 -0.0056851316319090133 -0.036652403805854626 0.20172065725886923 -0.052745854046283874 0.32723748903698635 0.21269710987829149 0 -0.053732552878035036 0 0 0.24891994435748335
leaf_weight=15.635874308645727 137.50989078171551 74.062140215188265 67.740556508302689 9.2425411725416833 3.9281456656754044 14.029234868474303 4.7385276798158875 2.9189926739782095 26.511622183956206 2.1759609375149012 1.8418380282819269 0.73067650012671892 10.693186890333889 1.8935710508376358 1.8323137555271385 1.6466496605426071
leaf_count=211 1453 641 1531 168 41 164 51 48 1341 37 19 19 77 11 15 52
internal_value=0 0.191601 -0.0695081 -0.0415998 0 0.050394 -0.0396708 0.0281213 -0.0243657 0.174552 0.0823434 0 -0.0119663 0.0584124 0.106003 0.182718
internal_weight=0 97.3555 279.776 142.266 74.5257 21.9752 23.2934 7.65752 52.5506 7.94594 5.76998 26.0389 19.9357 6.10321 4.20964 2.37733
internal_count=5879 951 4928 3475 1944 261 310 99 1683 97 60 342 245 97 86 71
shrinkage=0.1


Tree=34
num_leaves=17
num_cat=0
split_feature=2 2 21 17 21 2 16 2 2 8 1 14 1 17 21 14
split_gain=262.112 250.804 50.4538 52.8038 37.7054 29.8382 10.7338 13.0599 7.57892 9.99376 6.38055 6.27044 5.552 4.53558 7.54977 4.45875
threshold=31.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 42.500000000000007 8.5000000000000018 51.500000000000007 56.500000000000007 1.7406384474250178 64.500000000000014 20500.000000000004 67.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 144181.25000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 5 -3 -4 11 15 -9 -10 -6 -7 -12 14 -1 -8
right_child=2 4 3 -5 10 6 7 8 9 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.075698283002611222 -0.096899933551482964 -0.034640591206594594 -0.047359300449892505 -0.076806925795090727 0.27965202226975089 0 0.24199125654451345 -0.050287853872065393 0.12256975124515788 0 0 0.22053821168648377 0.18307001645038942 -0.087895493406888889 0.061387817192738496 0.025043328685874045
leaf_weight=8.7683845832943899 134.72644608654082 3.1055480837821952 20.48753871768713 62.675721663050354 59.355637831613421 0.73968779016286035 5.3011948671191913 7.7186717242002478 11.592333946377041 12.903854214586316 1.4746555797755712 8.9385593077167851 1.882864788174629 24.835791590623558 6.7438013758510342 4.0475507397204638
leaf_count=121 1443 10 84 1884 446 4 50 32 285 409 28 201 19 736 94 33
internal_value=0 0.132041 -0.0534959 -0.00850146 0.252981 0.048397 0.0905815 0.0612124 0.0236039 0.0550434 0.27041 0.196064 0.0475254 -0.0602934 -0.00322076 0.169436
internal_weight=0 106.167 269.132 134.405 65.8187 71.7294 51.2419 41.5636 32.2149 24.4962 62.7132 9.67825 3.35752 40.348 15.5122 9.34875
internal_count=5879 1454 4425 2982 503 1098 1014 809 726 694 493 205 47 951 215 83
shrinkage=0.1


Tree=35
num_leaves=3
num_cat=0
split_feature=19 3
split_gain=971.236 0.157617
threshold=1.0000000180025095e-35 85364.213891734325
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.097683464786127439 0.27400075151654352 0.12772060740989652
leaf_weight=281.0948009332642 92.534209869801998 5.3530450463294974
leaf_count=4995 842 42
internal_value=0 0.268042
internal_weight=0 97.8873
internal_count=5879 884
shrinkage=0.1


Tree=36
num_leaves=17
num_cat=0
split_feature=18 11 0 9 23 20 2 16 0 1 1 1 23 6 4 23
split_gain=295.737 98.7703 98.097 97.7152 73.4895 43.0073 35.9768 33.7009 28.6825 27.0699 82.1347 20.6184 18.0677 11.0241 17.0854 4.76819
threshold=1.0000000180025095e-35 14.354646211729081 60.500000000000007 94.034016725206612 11.500000000000002 1.0000000180025095e-35 113.50000000000001 15.500000000000002 192.50000000000003 25.500000000000004 24.500000000000004 62.500000000000007 18.500000000000004 51.340958025001058 37.017741612752609 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 8 -5 9 -3 -7 11 10 -1 -4 15 -9 -15 -13
right_child=1 6 3 4 -6 7 -8 13 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.089887407818706411 -0.087564389644505386 -0.092527306303433407 0.29238227357684055 0.26326125770736913 -0.089524374211181923 -0.073015178184010529 0.13858630591834945 0.31444557521542971 0.37718638253401315 -0.097242439148704563 0.2848360601720642 0.099624779477163014 0 -0.042937670706831105 0.27355766949744081 0.24934875510969717
leaf_weight=23.437471800483767 13.136280257254837 26.27905360981822 22.051001951098442 8.7370883449912089 17.496460761874914 7.432367496192458 8.6217179559171182 4.9147395193576795 18.376767598092556 182.56241340842098 7.7895503044128409 9.8408367745578342 8.9560938030481321 3.4663192965090275 2.4210018813610077 12.294015806168316
leaf_count=538 48 151 25 18 52 76 23 11 25 4791 3 13 26 43 3 33
internal_value=0 0.112245 0.158725 0.193866 0.0203546 -0.0694955 -0.0297092 0.0721924 0.254718 -0.0825148 0 0.208608 0.142765 0.190599 0.0532746 0.19181
internal_weight=0 145.789 110.889 97.7523 26.2335 232.024 34.9008 18.2344 71.5187 213.789 31.227 53.1419 31.0909 10.8021 5.88732 22.1349
internal_count=5879 414 240 192 70 5465 174 133 122 5332 541 97 72 57 46 46
shrinkage=0.1


Tree=37
num_leaves=17
num_cat=0
split_feature=27 21 21 2 2 2 13 5 17 2 15 2 8 2 2 2
split_gain=303.674 140.042 30.3121 25.4643 23.1547 38.9481 11.9329 12.3484 11.1683 10.586 10.2583 7.08665 7.2518 4.40464 3.4082 17.5119
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 75.500000000000014 50.500000000000007 49.573016218911008 9.6816836908492796 1.0000000180025095e-35 35.500000000000007 11.500000000000002 76.500000000000014 2.4928452675348489 29.500000000000004 65.500000000000014 99.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 9 14 8 -8 13 -7 12 -6 -3 -5 -16
right_child=1 4 3 6 11 10 7 -9 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.096820334916879497 -0.089936520326543978 0 -0.068499164128499546 -0.035536040121020206 0.16294727139750809 0.27339376448872654 0.43745184734236225 0.013175939435714608 0.046629743826199631 -0.0073967223103476951 0.08630833391431221 0 0.022976085452024814 0.2527749752877419 0.18783366868447315 -0.024669231711910881
leaf_weight=130.22704680263996 23.162055226042867 1.4599233306944359 61.827532077208161 19.747874727472663 21.27757124230266 46.819352567195892 1.9576150570064808 10.9309652633965 3.5612526796758175 8.2357644718140346 6.6312279701232901 8.5935785137116891 8.8564611338078958 2.5849069058895111 5.0003033895045546 13.233576047234235
leaf_count=1537 134 22 1282 117 747 756 57 134 81 153 72 132 367 48 103 137
internal_value=0 0.126869 -0.0631537 -0.0237235 0.176855 0.216203 0.0234653 0.0952019 0.221463 0.0357642 0.253922 0.104911 0.12844 0.173042 -0.00234318 0.0226479
internal_weight=0 127.621 246.486 116.259 104.459 65.7312 54.4316 16.4498 5.51887 12.2806 53.4506 38.7276 30.134 4.04483 37.9818 18.2339
internal_count=5879 2431 3448 1911 2297 1051 629 272 138 223 828 1246 1114 70 357 240
shrinkage=0.1


Tree=38
num_leaves=17
num_cat=0
split_feature=27 21 17 2 2 2 2 21 17 8 2 2 1 1 8 6
split_gain=408.032 148.465 115.868 30.3497 8.38492 7.48831 6.5924 5.72553 10.4122 4.49124 3.77448 5.02037 3.02135 2.95782 2.10935 1.38709
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 75.500000000000014 85.500000000000014 75.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.063125589894556675 26.500000000000004 42.500000000000007 73.500000000000014 44.500000000000007 1.4648811878676853 53.805537376911154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 6 -3 14 9 -1 -9 -4 -10 -12 13 -11 -6 -13
right_child=1 2 3 -5 5 -7 -8 8 10 12 11 15 -14 -15 -16 -17
leaf_value=-0.096820335289393655 -0.089936519650690813 -0.056383246866572527 0 0 0 -0.0041617687181911894 0.26234104198559999 -0.089785910808826475 0.12912836238565861 0 -0.062044190525066913 -0.019761989011659847 0 0.19180657709050752 0.21415676588980231 0.024945087824677296
leaf_weight=130.22704852744937 23.162055687978864 16.528235348872844 1.2353962417691935 5.1854582298547021 1.2802963331341732 2.0913713378831744 73.767855241894722 55.387331533245742 1.1668727435171593 1.3131040465086652 24.200235203839839 15.630296700634064 0.67442371323704797 10.86700333468616 2.8438841179013252 12.481576586142181
leaf_count=1537 134 649 10 88 22 44 1049 867 37 49 664 139 33 310 43 204
internal_value=0 0.135464 0.182279 0.231875 -0.0118324 0.0744905 0.245752 -0.0800096 -0.0580652 0.144718 -0.0214764 -0.0286552 0.162635 0.174342 0.162822 0
internal_weight=0 138.949 115.787 93.0432 22.7438 6.21555 87.8578 239.093 108.866 14.0899 53.479 52.3121 12.8545 12.1801 4.12418 28.1119
internal_count=5879 2431 2297 1539 758 109 1451 3448 1911 402 1044 1007 392 359 65 343
shrinkage=0.1


Tree=39
num_leaves=14
num_cat=0
split_feature=18 25 7 9 2 29 6 7 13 2 13 2 2
split_gain=217.887 104.994 99.1298 109.661 116.197 47.3975 47.6891 41.1736 83.6812 41.771 34.6846 21.6268 21.8218
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.356226066015651 88.202217878716965 69.500000000000014 1.0000000180025095e-35 51.995950277972305 7.9231992120941266 49.573016218911008 35.500000000000007 41.904781546694359 56.500000000000007 115.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 10 -5 7 -7 8 9 -1 -4 -12 -13
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 12 -14
leaf_value=0.2524592867552552 -0.088093053967521345 -0.091021663782328385 0.35349923356415586 0.22238499557000294 -0.092240776911015954 0.23088832954340033 -0.074832380949133304 -0.097134852969581562 -0.09241882725705719 -0.059136591198616778 0.25379392028125897 -0.068022988386623129 0.19756090164030921
leaf_weight=14.965239318087699 15.690905284136532 23.198491428047419 28.878708459436893 22.214120931923389 23.874926261603832 10.80471056699753 8.3402039213106018 166.23031253367662 33.272105113603175 4.7261649305000892 15.022105883806946 5.735405605286358 5.4562239721417427
leaf_count=49 92 117 33 30 81 29 109 4245 898 135 18 32 11
internal_value=0 0.098187 0.137453 0.174405 0.0550682 -0.0589595 0.0872692 -0.072643 0.000454063 0.167526 0.270613 0.171678 0.0436035
internal_weight=0 140.071 116.872 101.181 46.089 238.339 19.1449 219.194 52.9635 19.6914 55.0924 26.2137 11.1916
internal_count=5879 414 297 205 111 5465 138 5327 1082 184 94 61 43
shrinkage=0.1


Tree=40
num_leaves=17
num_cat=0
split_feature=2 2 1 1 10 1 1 9 0 3 0 0 6 8 16 11
split_gain=251.608 112.943 82.2417 78.2514 63.6344 32.4173 47.642 60.8552 27.0935 27.0361 24.8747 23.1939 21.8765 18.8604 27.9661 57.5725
threshold=107.50000000000001 112.50000000000001 29.500000000000004 13.500000000000002 1.4292633360277252 56.500000000000007 64.500000000000014 68.085078598821227 209.50000000000003 50574.476428395428 83.500000000000014 59.500000000000007 52.087494862935053 1.6054624114286475 11.500000000000002 45.530152981657857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 11 13 10 -5 -8 -10 -3 15 -15
right_child=1 8 -4 9 5 6 7 -9 12 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.058758100751468569 -0.07485871615755478 -0.091547934022554581 -0.085615611665464719 0.0053331942506749238 0.29660981999150249 -0.073306255354734562 0.21195362011234642 0.35293089809285555 0.27744729233599857 -0.033170314421864314 0.30536604086858882 -0.073136369312863145 0 0.46820814193220645 -0.074714524088372911 -0.046249089910239446
leaf_weight=24.708256296813488 6.8049572287127367 25.304468210786581 202.08487290795892 5.1153039550408783 35.57822828181088 6.8483722135424641 4.4088791180402058 13.330672269687055 5.6763846222311241 2.9856675742194048 14.751045839861034 7.0914421929046512 6.760875896550715 3.8107572477310878 7.4201139137148857 3.6703272089362144
leaf_count=342 50 149 4643 102 61 19 35 57 17 84 90 72 28 19 82 29
internal_value=0 0.115648 -0.0573643 0.0584753 0.195271 0.225573 0.139485 0.20622 0 0.193975 0.238169 0.0187849 0.13245 -0.0362209 0.044324 0.1891
internal_weight=0 126.705 249.645 47.5603 74.0626 67.2576 31.6794 24.831 52.6429 22.852 19.8663 11.5003 12.4373 40.2057 14.9012 7.48108
internal_count=5879 618 5261 618 294 244 183 164 324 276 192 107 45 279 130 48
shrinkage=0.1


Tree=41
num_leaves=17
num_cat=0
split_feature=17 1 1 2 2 1 19 2 13 23 12 8 6 2 4 6
split_gain=282.386 62.6975 138.397 93.9438 64.1984 62.8518 59.4556 54.8375 50.3328 33.2127 46.6794 26.1872 24.8245 24.0628 26.014 18.8119
threshold=1.0000000180025095e-35 2.5000000000000004 56.500000000000007 86.500000000000014 52.500000000000007 57.500000000000007 1.0000000180025095e-35 35.500000000000007 50.830805860297907 17.500000000000004 26050.000000000004 1.8104525458079552 76.139666142685968 40.500000000000007 18.714432575387004 44.700653465636357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 15 4 5 6 7 12 -1 10 -5 13 -4 -9 -15 -3
right_child=-2 2 3 9 -6 -7 -8 11 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.29208923585322982 -0.091602625652611042 0.11537900207007618 0 0.31309662439648034 -0.089267795747265968 -0.084459700909778057 -0.076034842637680289 0.3567597061399127 -0.054668303899852166 0.3838915373659697 -0.062593389151685788 0.028822232043688129 0.43321967233369185 0.27921979030478883 -0.045869216076126193 -0.097763052896762292
leaf_weight=21.762521590106193 176.00057035498321 3.7064896784722796 17.964678520336751 6.5143336262553948 19.560843816027045 12.72828295920044 8.8171280995011312 22.951712816953663 4.041692496277391 15.749468900263308 5.2981312964111567 5.9455819353461257 1.4902615845203389 4.536984868347643 3.5517381355166435 46.97306888923049
leaf_count=146 3428 18 344 15 316 183 327 38 61 42 64 35 5 11 44 802
internal_value=0 0.0817451 0.058841 0.115964 0.067191 0.108997 0.149791 0.188609 0.230034 0.281333 0.127677 0.261269 0.0402043 0.299356 0.111773 -0.0782323
internal_weight=0 201.593 175.789 125.109 97.5472 77.9864 65.2581 56.441 25.8042 27.5619 11.8125 36.986 19.4549 31.0404 8.08872 50.6796
internal_count=5879 2451 2244 1424 1303 987 804 477 207 121 79 128 349 93 55 820
shrinkage=0.1


Tree=42
num_leaves=17
num_cat=0
split_feature=2 2 17 1 2 14 8 16 10 6 0 7 7 8 12 5
split_gain=216.046 123.77 56.5843 21.8231 18.6293 13.9288 10.0381 15.4277 9.31901 8.46055 7.58486 27.9521 7.35774 6.42016 5.39832 5.15606
threshold=94.500000000000014 110.50000000000001 1.0000000180025095e-35 66.500000000000014 107.50000000000001 288250.00000000006 6.9833519609088111 3.5000000000000004 5.7595764856834561 52.952934406955606 186.50000000000003 10.465894933139731 12.967103295974201 1.3347709636326723 18150.000000000004 11.132201719486853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 13 14 12 -8 -3 -2 11 -10 -5 -4 -6 -15
right_child=1 8 4 6 5 -7 7 -9 10 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.079008244703446681 0.1807811205334876 -0.044617552368227079 -0.019043868625081645 -0.0036259847850625376 0.097055452066617837 0.027316916034840457 0.33043800402886475 0 0 -0.0071203075248269868 -0.036061963896999158 0.38965908576920849 -0.065376468647964731 0.35079790468794586 0.27519907961049805 0
leaf_weight=137.3763229008764 2.6177594484761384 35.977312702685595 3.7846979228779665 63.798634988255799 5.5321927592158309 4.7386756986379615 1.9309857860207538 7.4169161412864923 5.6650567855685932 14.532204965129493 3.069998010993003 2.541438871063292 33.61780552752316 0.9366501811891792 47.640905790030956 0.89897691551595926
leaf_count=2687 26 240 36 1443 18 11 35 259 33 64 20 36 724 26 206 15
internal_value=0 0.108139 0.183639 -0.0522471 0.227391 0.244799 -0.0159414 0.0777897 -0.0165423 0.00991048 0.0553124 0.113842 -0.0269867 0.0124687 0.260422 0.186289
internal_weight=0 127.936 80.6821 244.141 63.5321 57.9118 106.764 9.3479 47.2538 17.15 11.2765 8.2065 97.4164 5.62033 53.1731 1.83563
internal_count=5879 731 402 5148 312 235 2461 294 329 90 89 69 2167 77 224 41
shrinkage=0.1


Tree=43
num_leaves=14
num_cat=0
split_feature=22 2 6 0 23 7 6 16 2 2 2 2 2
split_gain=668.235 33.471 29.821 31.4796 26.3301 23.7362 21.5678 28.7556 13.1633 27.6706 15.059 17.0776 13.6049
threshold=1.0000000180025095e-35 18.000000000000004 44.700653465636357 108.50000000000001 9.5000000000000018 14.69188866765864 76.139666142685968 4.5000000000000009 76.500000000000014 123.50000000000001 55.500000000000007 30.500000000000004 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 -4 -8 10 -10 11 -3 -13
right_child=1 8 6 -5 -6 -7 7 -9 9 -11 -12 12 -14
leaf_value=0.27039382648084237 -0.070469735187948052 0.3221409349003217 -0.09754741346915563 -0.081072924115611289 -0.033093977043168514 0.25063213779818522 0.31348697625887034 -0.060302440296040628 0.0061536206593773932 0.25551459184695174 0.31164823958018589 0.012622367686670494 0.19691362223865097
leaf_weight=7.0548986345529574 6.4842647761106473 9.2474167868495005 248.00803533196449 10.933773138560353 3.0412496393546462 3.3153295367956161 2.9838171880692235 4.9804746564477682 10.400037854909899 10.987479157745836 39.279753014445305 9.428002096712591 12.990935377776621
leaf_count=24 80 5 5287 119 50 5 27 132 29 16 34 44 27
internal_value=0 0.216795 -0.0824425 0.0247702 0.159185 0.0177742 -0.0920314 0.0546501 0.235754 0.143601 0.260718 0.191234 0.128325
internal_weight=0 102.133 277.002 21.0299 10.0961 9.79959 255.972 7.96429 92.3336 21.3875 70.9461 31.6664 22.4189
internal_count=5879 240 5639 193 74 85 5446 159 155 45 110 76 71
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=18 17 4 6 5 0 23 15 7 10 15 15 15 12
split_gain=509.23 60.9101 57.862 42.1075 40.2417 55.6126 31.0932 26.6166 17.9153 15.0651 10.4752 4.96259 10.3921 4.09971
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.672973158744851 52.35813614083991 10.882618857578201 163.50000000000003 12.500000000000002 2.5000000000000004 13.157967448286552 1.9500936479806201 2.5000000000000004 4.5000000000000009 7.5000000000000009 47750.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 7 6 5 11 13 -3 -8 -7 -2 -5 -13 -4
right_child=1 2 3 4 -6 9 8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.097434098790092127 -0.082765189617010543 0.17632753388281242 0.025337010031129092 0.15026018181750289 0.44697895588354569 0.12694493331891674 0.064523076431487289 -0.083570470818671028 0.26907910092143544 -0.074711462606680754 0.053525435214851473 0.34146855635776785 0.19976992034135521 -0.072766011083796142
leaf_weight=218.95815155096352 11.322332993149759 5.7509062029421356 7.3775381520390493 12.957722768187521 9.3356431499123556 6.9235606640577299 12.853218529373409 12.508925814181564 10.647548511624334 7.2418902590870857 10.115890886634586 20.228071413934231 22.042524311691523 7.0590676069259644
leaf_count=5465 25 16 16 25 18 16 31 75 29 25 36 32 48 22
internal_value=0 0.13883 0.16382 0.189729 0.233303 0.201678 0.0940347 0 0.165704 0.00974592 -0.00913482 0.247288 0.272305 -0.00879238
internal_weight=0 156.365 134.927 116.667 78.7294 69.3938 37.9374 18.2598 23.5008 14.1655 21.4382 55.2283 42.2706 14.4366
internal_count=5879 414 353 262 164 146 98 91 60 41 61 105 80 38
shrinkage=0.1


Tree=45
num_leaves=17
num_cat=0
split_feature=21 18 2 2 9 8 8 2 15 0 0 2 15 12 1 2
split_gain=210.636 113.482 19.3618 17.8714 7.90906 9.89217 10.7697 9.68326 7.01843 6.97135 6.77957 6.24928 3.91997 5.74279 3.89249 3.64021
threshold=1.0000000180025095e-35 1.0000000180025095e-35 18.000000000000004 24.500000000000004 96.935467488050008 0.42520935297858758 1.167751511418168 54.500000000000007 6.5000000000000009 57.500000000000007 243.50000000000003 58.500000000000007 8.5000000000000018 104650.00000000001 56.500000000000007 96.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 12 10 9 -4 -8 -9 13 -7 -5 -13
right_child=-2 3 4 14 -6 6 7 11 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.18935844419226622 -0.096322028085349232 0.12582077798597668 0 -0.074392960695926338 -0.0045165872576297152 0.21091668408753916 0.1413483506282821 -0.051607782388961021 0.26713877360272897 0.15026273003112608 0 0.10269354659118289 -0.050256745961316324 0 -0.018962864389573009 0.0048479106378520693
leaf_weight=34.831776063889265 134.38367633987218 6.9237091764807692 3.5580047089606541 23.96937507763505 4.0153324138373128 1.7441715523600558 36.808163711801171 3.8813975695520666 7.6630855705589047 6.7715068627148867 1.9178007971495379 13.076679695397617 7.5370460189878941 3.9637246187776327 62.096075758337975 12.118847029283641
leaf_count=166 4208 27 26 81 27 34 498 8 121 91 17 82 49 52 306 86
internal_value=0 0.0611068 0.118919 -0.0224706 0.0931725 0.0991504 0.0795364 0.0956566 0.176397 0.0897364 0.131298 0.0413156 0 0.0594347 -0.0367218 0.0635607
internal_weight=0 230.877 137.888 92.9892 103.056 99.0404 81.0478 67.8029 17.9926 10.3295 38.726 29.0769 13.2449 5.7079 86.0655 25.1955
internal_count=5879 1671 1257 414 1091 1064 826 691 238 117 515 176 135 86 387 168
shrinkage=0.1


Tree=46
num_leaves=16
num_cat=0
split_feature=21 2 2 2 16 7 2 1 3 29 6 23 23 8 16
split_gain=197.715 118.503 146.582 91.1358 65.2296 48.4133 36.5642 25.4749 23.2943 23.0864 21.2875 15.3789 14.859 12.7295 11.6248
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 118.50000000000001 5.5000000000000009 15.453764320283351 54.500000000000007 73.500000000000014 38531.834709913855 1.0000000180025095e-35 52.952934406955606 17.500000000000004 13.500000000000002 4.8202540296447509 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 6 7 -5 -2 10 9 -7 -4 -3 12 13 -12 -11
right_child=1 2 3 4 -6 8 -8 -9 -10 14 11 -13 -14 -15 -16
leaf_value=-0.09634796028237641 -0.0951258772229506 -0.057313108773691272 -0.09500108313780764 0.2732539878036972 -0.071031774765144065 0.21563264267002211 0.26870013218877914 0.16655248784930055 -0.047021234204067702 -0.014001469739834977 -0.049513607876736317 -0.02214146836059129 0.26013724323107068 0.17600380187309861 0.21079535698172244
leaf_weight=136.71530025918037 55.108470640145242 4.8087976025417474 50.463119437918067 18.664428114891056 6.6441479092463842 8.5797614976763708 44.582388458773494 4.4889265708625308 3.8194361189380279 2.1731848716735831 3.8289106618613058 2.5066413879394522 11.548455812036989 4.3774819858372211 3.9162972718477249
leaf_count=1671 1220 87 2284 22 103 40 25 35 101 56 96 64 47 21 7
internal_value=0 0.0560451 0.103861 0.0136315 0.174975 -0.0529089 0.20981 -0.0499905 0.118611 -0.0707119 0.105442 0.149574 0.181477 0.0464354 0.0977597
internal_weight=0 225.51 158.003 86.3501 25.3086 67.5077 71.6527 61.0415 12.3992 56.5526 27.0703 22.2615 19.7548 8.20639 6.08948
internal_count=5879 4208 2847 2507 125 1361 340 2382 141 2347 315 228 164 117 63
shrinkage=0.1


Tree=47
num_leaves=17
num_cat=0
split_feature=21 17 4 1 8 15 25 1 8 1 23 2 6 23 0 6
split_gain=202.245 71.619 28.6946 34.0461 26.1112 25.4617 19.722 23.9073 19.6281 17.8119 30.8862 24.8237 18.1998 16.6803 15.23 14.0696
threshold=1.0000000180025095e-35 1.0000000180025095e-35 34.415728681783754 57.500000000000007 0.93141247476851607 1.5000000000000002 1.0000000180025095e-35 50.500000000000007 4.6787389078007857 55.500000000000007 14.500000000000002 68.500000000000014 53.658722993062561 12.500000000000002 102.50000000000001 58.140615227439966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -7 -5 11 12 -6 -11 15 -15 -3
right_child=1 13 5 8 9 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.09634796028237641 -0.047187965673857801 -0.092152306717970103 -0.034537908207913311 0.21991763147276788 0.1873222408342837 0.088349671706993399 0 0.33568825210250325 -0.016596663570759798 -0.044728477902806901 -0.088595811349972853 0 0.1792794196765074 0.083505662467609598 -0.019869334970898232 0.030342852172189478
leaf_weight=136.71530025918037 21.418373748660088 31.362090420909226 2.9677230995148447 20.371101376600567 22.370066703297198 8.5924891754984909 4.1522632017731658 15.727434777654706 2.4002649430185548 3.4200730863958624 13.814164065755902 10.394206273369489 11.810018666088579 25.730188868008554 27.022055220790207 10.377207520417867
leaf_count=1671 341 1009 33 145 144 53 39 75 57 47 196 357 138 546 673 355
internal_value=0 0.0569922 0.103186 0.075131 0.0423375 0.191417 0.221986 0.256517 0.186213 0.0765932 0.011735 0.127989 0.115857 -0.00808226 0.0267648 -0.0569107
internal_weight=0 231.93 137.438 105.998 83.2269 31.4399 28.4722 24.3199 22.7714 61.8085 29.0443 32.7643 15.2301 94.4915 52.7522 41.7393
internal_count=5879 4208 1625 1425 1223 200 167 128 202 882 381 501 185 2583 1219 1364
shrinkage=0.1


Tree=48
num_leaves=17
num_cat=0
split_feature=2 28 21 17 14 2 2 5 17 2 6 26 0 0 14 0
split_gain=368.694 114.328 18.9133 22.4768 9.49687 6.67548 12.9687 5.9802 7.90233 3.5969 3.38287 2.74798 1.74137 1.70531 5.13796 2.53214
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20500.000000000004 84.500000000000014 109.50000000000001 5.6814797752928108 1.0000000180025095e-35 71.500000000000014 46.086012612538504 1.0000000180025095e-35 213.50000000000003 184.50000000000003 141706.25000000003 116.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 -3 9 -7 -6 10 13 -9 -1 -11 15 -15 -5
right_child=2 4 3 5 7 6 -8 8 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0 -0.096200353511852035 0 -0.082829634212943343 0.013822194810165306 0 0.13633695368848572 -0.0057228794484031681 0 0.22937136004267034 -0.060367325053881662 0.11623498712870182 -0.080909016937053851 0 0.15378267464709672 0 -0.050118775660966952
leaf_weight=4.5081783607602128 123.00341505557299 2.7441513463854781 61.22351424023509 9.2975903581827932 2.5996893085539332 9.3754946161061543 13.017356871627269 1.9231658503413189 72.379051929339767 20.61597021762282 5.9719752296805382 14.266215579584241 3.8848182391375294 2.8287004362791768 3.6138458102941513 9.985141125507651
leaf_count=52 1453 10 1531 168 12 110 151 8 604 1124 57 208 217 57 40 77
internal_value=0 0.156097 -0.0667524 -0.0381964 0.205652 0 0.0448324 0.211752 0.216878 -0.0208079 0.0770377 -0.0592509 -0.048535 0 0.0490761 -0.00892646
internal_weight=0 104.392 256.846 133.842 85.618 72.6189 22.3929 82.8739 80.2742 50.2261 7.89514 18.7744 24.5008 25.7253 6.44255 19.2827
internal_count=5879 951 4928 3475 691 1944 261 681 669 1683 65 260 1341 342 97 245
shrinkage=0.1


Tree=49
num_leaves=17
num_cat=0
split_feature=17 21 2 28 2 9 0 14 6 0 0 6 0 15 1 1
split_gain=203.939 188.104 96.0159 25.3433 22.9375 6.79438 6.44729 7.56943 7.98531 4.66839 3.36334 3.32856 5.15027 3.21106 3.20725 7.10152
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 42.500000000000007 28.467077296360952 59.500000000000007 54232.500000000007 48.990588878732503 42.500000000000007 208.50000000000003 54.077669662933552 212.50000000000003 9.5000000000000018 42.500000000000007 57.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 10 9 11 -9 13 -6 12 14 -7 -8 -16
right_child=-2 2 4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.093924399291855754 -0.083681415704894749 0 -0.044240436437898885 0.22881194537132152 -0.013209619034890785 0.14672051593669219 0 0 0.22693753581834231 -0.0019701924626766894 0.13870114202158632 -0.0016289901809716095 0 0 0.31232914432823289 0
leaf_weight=51.883577017113566 163.22734133154154 6.9042038172483435 19.430646795779467 64.924894615076482 9.8389124209061247 4.1697456082329145 1.7913821265101448 3.2822770252823821 11.093938873149453 8.6582653475925309 1.6590390447527159 2.0275022555142632 5.439825052395463 2.725960910320282 2.2456693034619097 1.4100449457764623
leaf_count=826 3428 56 84 471 232 109 21 41 291 117 43 23 45 40 38 14
internal_value=0 0.0673741 0.126223 0.209271 0.0426555 0.0774026 0.0958373 0.12798 0.1849 0.0265945 0 0.0491466 0.0769552 0.0914354 0.145916 0.201241
internal_weight=0 197.486 145.602 71.8291 73.7732 54.3426 42.8446 27.2906 14.3762 15.554 11.498 12.9144 10.8869 6.89571 5.4471 3.65571
internal_count=5879 2451 1625 527 1098 1014 739 473 332 266 275 141 118 149 73 52
shrinkage=0.1


Tree=50
num_leaves=2
num_cat=0
split_feature=19
split_gain=723.193
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.097037373587619061 0.21048645930989129
leaf_weight=251.19386151432991 109.91253665834665
leaf_count=4995 884
internal_value=0
internal_weight=0
internal_count=5879
shrinkage=0.1


Tree=51
num_leaves=16
num_cat=0
split_feature=18 11 0 9 23 20 13 1 1 16 14 25 28 10 3
split_gain=229.985 66.1802 65.2311 55.8882 49.9703 36.3272 29.7779 25.555 61.8692 23.4071 21.841 31.0107 11.583 5.08783 9.53265
threshold=1.0000000180025095e-35 14.354646211729081 60.500000000000007 94.034016725206612 11.500000000000002 1.0000000180025095e-35 67.715708252830211 25.500000000000004 24.500000000000004 15.500000000000002 113281.97674418606 1.0000000180025095e-35 1.0000000180025095e-35 5.6868309072489156 15730.011659498301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 10 -5 7 -3 8 -1 -7 12 -12 -4 14 -11
right_child=1 6 3 4 -6 9 -8 -9 -10 13 11 -13 -14 -15 -16
leaf_value=-0.088264266419844653 -0.085236907623992525 -0.091486968134339292 0.2432708141357911 0.19010756544265076 -0.087535472273643444 -0.070645820024835049 0.11292471088487006 -0.096536984006841201 0.22995140634786054 0.17976500990916724 -0.074986395372816192 0.21795003532304469 0.12141173687180558 0.22408621485089808 -0.038269296666209596
leaf_weight=20.879464595578611 11.88567331433296 23.941503457725048 52.75789225846529 10.657759565860035 15.881259653717278 6.9319771155715015 9.5729526802897436 162.62261387333274 8.6242249011993426 3.0874996334314329 6.8354186117649061 6.5038512647151947 18.219677664339542 6.0822692066431046 3.110025729984045
leaf_count=538 48 145 63 18 52 76 29 4791 3 4 22 19 18 16 37
internal_value=0 0.0925726 0.126887 0.151433 0.0164341 -0.0674257 -0.0271378 -0.0809824 0 0.0577479 0.191555 0.0528626 0.214805 0.146497 0.0381124
internal_weight=0 156.256 122.742 110.856 26.539 211.338 33.5145 192.126 29.5037 19.2118 84.3168 13.3393 70.9776 12.2798 6.19753
internal_count=5879 414 240 192 70 5465 174 5332 541 133 122 41 81 57 41
shrinkage=0.1


Tree=52
num_leaves=17
num_cat=0
split_feature=27 21 21 2 1 2 2 13 23 5 2 2 15 2 1 8
split_gain=234.859 99.1276 30.188 22.252 14.3092 15.9144 10.5578 9.05262 7.75736 6.57494 5.39344 3.61557 2.93737 6.57985 3.73345 3.39496
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 44.500000000000007 76.500000000000014 50.500000000000007 49.573016218911008 5.5000000000000009 11.823360037094902 50.500000000000007 35.500000000000007 11.500000000000002 75.500000000000014 45.500000000000007 3.7620519194744975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 10 -3 -5 -9 -10 11 -6 13 14 -12 -15
right_child=1 4 3 7 5 -7 -8 8 9 -11 12 -13 -14 15 -16 -17
leaf_value=-0.096075166152412961 -0.088440266422692787 0 -0.065249135637317254 -0.00017891531572439257 0.10688559081139169 0 0.23045047270624255 0 0.20233502794406469 0.017292943404362601 0 0 0.035151628851611633 0.12069864178688908 0.19882053823500909 0.0024374035532389415
leaf_weight=116.29910829663277 20.871020635589957 3.3526584394276169 56.566044429317117 37.062613747082651 3.7731173168867809 7.9089244790375224 27.889710364863276 4.3840852230787304 6.3406319208443147 6.7116757743060589 1.3787573277950311 5.4513052348047495 7.1274529360234729 21.417567458003763 29.829667709767818 6.8024900630116454
leaf_count=1537 134 38 1282 357 56 108 454 48 143 81 19 129 111 678 422 282
internal_value=0 0.106208 -0.0599688 -0.020362 0.143294 0.116067 0.209831 0.0225615 0.0823573 0.122492 0.130299 0.0274495 0.141551 0.15095 0.191277 0.0992718
internal_weight=0 135.803 227.364 111.065 114.932 83.6893 31.2424 54.499 17.4364 13.0523 75.7804 9.22442 66.5559 59.4285 31.2084 28.2201
internal_count=5879 2431 3448 1911 2297 1805 492 629 272 224 1697 185 1512 1401 441 960
shrinkage=0.1


Tree=53
num_leaves=17
num_cat=0
split_feature=27 21 17 2 2 21 17 2 6 2 2 12 2 2 7 1
split_gain=315.416 102.982 72.2373 19.0037 6.27342 6.25431 10.3984 5.4634 3.16942 2.77014 3.13369 2.47528 3.04433 1.8412 1.81723 1.34768
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 75.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 85.500000000000014 61.20056944425081 55.500000000000007 76.500000000000014 57000.000000000007 75.500000000000014 26.500000000000004 11.913108775845567 44.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 11 -3 -1 -7 15 9 13 14 12 -4 -8 -11 -6
right_child=1 2 3 -5 7 6 8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.096075166317871372 -0.088440265938279139 -0.052807416215562911 0 0 0 -0.088232813563456858 0 -0.0037895044166609444 0.022687565112488088 0 -0.017454563258012763 0.20710826615073838 0.15032331888671485 -0.05793589989722623 0.20610875156912375 0.17164009073273265
leaf_weight=116.29910966381431 20.871020888909698 15.380001088604333 3.718959009274843 5.260225322097539 1.4945412799715985 49.75856969319284 1.105969557538631 2.0831087045371532 9.8095394140109402 1.3746379967778914 11.257937646470962 73.924520295113325 22.337928891181946 26.449337838217616 1.0847080834209917 3.0648711696267128
leaf_count=1537 134 649 88 88 23 867 29 44 192 22 134 1077 286 637 30 42
internal_value=0 0.111567 0.145937 0.180543 -0.0103652 -0.0776829 -0.0544897 0.0578255 -0.0177095 -0.032152 0 0.190293 0.134921 -0.0505338 0.106524 0.129798
internal_weight=0 148.135 127.264 105.242 22.0225 217.14 100.841 6.64252 51.0821 41.2726 13.7173 99.9814 26.0569 27.5553 2.45935 4.55941
internal_count=5879 2431 2297 1539 758 3448 1911 109 1044 852 186 1451 374 666 52 65
shrinkage=0.1


Tree=54
num_leaves=16
num_cat=0
split_feature=18 25 17 7 9 2 1 5 12 12 23 29 15 4 29
split_gain=168.973 77.1992 75.8683 68.8433 51.5778 84.81 43.6208 63.1003 40.3826 34.862 27.4005 21.8948 14.2225 13.4362 0.228055
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.356226066015651 88.202217878716965 69.500000000000014 66.500000000000014 8.2147149179618086 65671.052631578961 14075.000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 12.306713886102701 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 12 -6 -1 8 14 11 -10 -9 -5 -14 -8
right_child=1 -3 3 4 5 -7 7 9 10 -11 -12 -13 13 -15 -16
leaf_value=-0.096461268090785465 -0.087884575918010535 -0.089677846526438967 -0.082748817349968584 0.30626016947736634 0.20136921716912368 -0.088313423346390613 0.16394156033022511 -0.028845802637708258 0.19025210257164649 -0.095124935542069827 -0.081925474324186065 0.27580998817185265 0.23935003078959644 0.090717853414686397 0.33551894378371522
leaf_weight=122.72399138938636 15.425255332142113 21.21930418163538 11.099609509110449 22.477538540959358 22.898527070879936 16.96993362903595 12.459890572354199 2.8937491942197076 5.2521569691598442 55.335718960501254 12.500232444144784 4.4219533205032349 20.384821213781834 16.904829740524292 3.8386564254760733
leaf_count=2856 51 117 81 22 21 64 87 83 12 1930 490 6 21 37 1
internal_value=0 0.0816408 0.112039 0.141693 0.168701 0.0730548 -0.0567853 -0.00436671 0.102951 -0.0658829 0 0.127991 0.22916 0.177328 0.216611
internal_weight=0 147.38 126.161 110.735 99.6357 39.8685 219.426 96.7024 34.0509 62.6514 17.7524 7.3157 59.7672 37.2897 16.2985
internal_count=5879 414 297 246 165 85 5465 2609 590 2019 502 89 80 58 88
shrinkage=0.1


Tree=55
num_leaves=17
num_cat=0
split_feature=2 2 1 1 10 0 15 7 3 18 23 8 16 6 11 0
split_gain=193.322 75.8814 72.4426 55.1381 41.8458 20.4043 20.1665 18.5937 16.8394 15.5199 26.9948 15.477 18.5509 30.6802 14.3261 13.3843
threshold=107.50000000000001 112.50000000000001 29.500000000000004 13.500000000000002 1.4292633360277252 209.50000000000003 2.5000000000000004 17.528622330717052 50574.476428395428 1.0000000180025095e-35 14.500000000000002 1.6054624114286475 11.500000000000002 58.140615227439966 46.697986952544206 222.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 11 -5 -1 -8 10 -6 -3 13 -13 -11 -7
right_child=1 5 -4 6 9 15 8 -9 -10 14 -12 12 -14 -15 -16 -17
leaf_value=-0.088951164038824651 -0.071367160533771221 -0.090077122855819369 -0.083740436341650099 -0.038634189148104819 0.17720382723618444 0.20777193542003772 0.21788267966117592 0.2185380332311159 -0.0022925072959102065 0.24212334150997208 -0.014378538878946957 0.2969451046639297 -0.072218068659539988 -0.04455926876802227 0.057779918061295447 0
leaf_weight=20.976901355199519 6.2018462140113106 22.856131999753416 182.72708395775408 3.0308157401159432 17.496322400867943 6.7346636801958066 20.578712468035523 1.8681341409683216 2.0687541980296364 40.646320540457964 9.6158036617562157 5.2801536135375482 6.9322043359279624 3.5486462060362101 8.0628540068864805 6.9437490878626704
leaf_count=328 50 149 4643 56 55 13 152 14 68 91 62 15 82 33 36 32
internal_value=0 0.0963551 -0.0544743 0.0516173 0.156381 0 0.154306 -0.0550605 0.188948 0.177645 0.101886 -0.0349445 0.03233 0.13705 0.215711 0.107097
internal_weight=0 134.319 231.25 48.5233 82.0231 52.2955 25.6783 22.845 22.6475 75.8213 27.1121 38.6171 15.761 8.8288 48.7092 13.6784
internal_count=5879 618 5261 618 294 324 276 342 220 244 117 279 130 48 127 45
shrinkage=0.1


Tree=56
num_leaves=17
num_cat=0
split_feature=17 15 27 8 1 19 2 7 10 5 2 2 18 13 0 7
split_gain=229.431 49.2441 46.7299 35.163 38.6016 37.4118 43.1194 35.919 32.5587 25.5133 31.8104 48.425 23.3738 31.9621 23.1542 21.2663
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.7789487399860215 57.500000000000007 1.0000000180025095e-35 35.500000000000007 14.69188866765864 5.5837661271843411 11.132201719486853 40.500000000000007 107.50000000000001 1.0000000180025095e-35 50.509109245387855 226.50000000000003 6.0249417292581056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 15 9 12 10 -8 -12 13 14 -1 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.079707802309476439 -0.090285337785661252 0.23686706394007773 -0.090385369212212907 -0.083531031584886978 -0.083900159351375195 -0.077205961185104227 0.27533662645168028 -0.070595143199969734 -0.065562044265113181 0.023477885937834422 -0.017767602229954604 0.21557249102325554 0.25748468447615164 0.23684855644316496 0.16320689226963148 -0.083662098911246
leaf_weight=10.121456856839364 158.06237758975476 2.2968688718974581 22.704269573092461 13.5021481430158 11.556995462626217 9.4670569486916047 29.742218144237995 5.6710318736731997 4.9263943163678041 13.286428001709281 13.295101868920026 20.174544715322554 23.053621016442776 10.63930228538811 6.2792597934603682 13.142387344501911
leaf_count=191 3428 9 687 242 147 374 44 28 98 46 109 54 18 75 24 305
internal_value=0 0.0692326 0.0386101 0.0622871 0.0805676 0.100185 0.119437 0.148639 0.15178 0.167503 0.194615 0.116913 0.177143 0.101256 0.00111313 -0.0230363
internal_weight=0 209.859 154.839 132.135 118.633 107.076 97.6086 82.1693 55.02 76.4983 63.2119 33.4696 50.0936 27.04 16.4007 15.4393
internal_count=5879 2451 2045 1358 1116 969 595 281 406 253 207 163 308 290 215 314
shrinkage=0.1


Tree=57
num_leaves=17
num_cat=0
split_feature=2 2 1 1 1 12 3 18 5 15 0 6 23 10 15 2
split_gain=168.282 86.0932 34.9891 20.7136 17.98 13.7797 17.7121 15.435 15.9257 8.27077 9.61698 8.02821 7.79686 7.17832 6.97932 6.1796
threshold=94.500000000000014 110.50000000000001 57.500000000000007 66.500000000000014 13.500000000000002 18150.000000000004 39766.223838799335 1.0000000180025095e-35 9.3737521411996223 3.5000000000000004 69.500000000000014 61.20056944425081 15.500000000000002 5.7595764856834561 6.5000000000000009 123.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -4 -7 -8 -9 -6 -11 -5 -13 -3 -14 -15
right_child=1 13 5 11 9 6 7 8 -10 10 -12 12 14 15 -16 -17
leaf_value=-0.076470603004639329 0.23123358126675445 -0.041203409553499409 0.032355044846369099 -0.028212426728196294 -0.039103905525537268 0.29052640805091828 0.25430735264973903 0.18710422570717275 0 0 0.18586807688234949 0 0 -0.02322750939462281 0.18920722510033636 0.10132687617740249
leaf_weight=124.47936941031367 4.6422695154324201 34.044808871112764 7.4191914517432442 83.480324515141547 12.898266040720047 22.973683256655931 10.638738432899119 7.8073150813579586 11.075085580348967 6.2565877474844438 4.626944474875927 11.762078806757929 3.132701747119425 3.8749772217124692 5.0140700712800026 8.1252839146181923
leaf_count=2687 29 240 29 1903 34 125 72 29 20 30 34 339 99 34 120 55
internal_value=0 0.0924156 0.150426 -0.0486214 0.0493089 0.195063 0.214252 0.148127 0.0777215 0.00539524 0.0764903 -0.0131587 0.0399275 -0.0145392 0.116045 0.0444574
internal_weight=0 134.383 88.3381 227.869 28.4241 59.914 52.4948 29.5211 18.8824 23.7818 10.8835 103.389 19.9089 46.0451 8.14677 12.0003
internal_count=5879 731 402 5148 127 275 246 121 49 98 64 2461 558 329 219 89
shrinkage=0.1


Tree=58
num_leaves=12
num_cat=0
split_feature=22 6 0 6 2 2 2 23 16 5 5
split_gain=495.688 26.8911 22.3628 19.4822 25.5946 18.6169 17.5292 16.6187 8.68242 1.4929 3.28395
threshold=1.0000000180025095e-35 44.700653465636357 108.50000000000001 76.139666142685968 38.500000000000007 18.000000000000004 13.500000000000002 9.5000000000000018 18.500000000000004 8.9446236476963144 11.359014148599602
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 -2 -1 9 -7 -11
right_child=5 3 -4 4 -6 8 -8 -9 -10 10 -12
leaf_value=0.19781585866874199 0.20280323133508027 -0.096879537806001448 -0.078767351607210018 0.27995603332129504 -0.06317306865932816 0.13545719186636881 -0.066900931241749492 -0.030672319164357677 0.079334661695696487 0.23472162489530632 0.14426833231098138
leaf_weight=8.5066967718303221 3.6531746834516508 220.99773104675114 9.9777221689000708 3.1904751211404783 5.289454560726881 20.666915848851204 6.0312939956784248 2.9404675122350445 13.31582013890147 50.175399199128151 19.978845149278641
leaf_count=24 2 5287 119 25 134 34 83 50 43 46 32
internal_value=0 -0.0806858 0.0189986 -0.0908634 0.0423634 0.170901 0.0142055 0.121669 0.183555 0.196635 0.21181
internal_weight=0 250.903 21.4249 229.478 8.47993 113.821 9.68447 11.4472 104.137 90.8212 70.1542
internal_count=5879 5639 193 5446 159 240 85 74 155 112 78
shrinkage=0.1


Tree=59
num_leaves=14
num_cat=0
split_feature=18 17 4 10 5 13 0 2 2 2 2 15 6
split_gain=400.774 39.7098 35.8874 24.164 20.5278 15.1961 27.1587 33.6591 11.876 13.9565 66.1711 8.79411 3.25532
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.672973158744851 0.58486150774304868 25.4048231571815 8.1450064402362674 163.50000000000003 116.50000000000001 38.500000000000007 107.50000000000001 113.50000000000001 2.5000000000000004 53.805537376911154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 -4 -3 -5 8 12 -7 -10 -11 -2 -8
right_child=1 2 3 5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.096749068486392642 -0.080349996249481304 -0.081360013212867885 0.023830979700925552 0.33084580700037347 0.14103535412020393 0.050838666727688289 -0.04181142390849478 0.23004371819277789 0.24784587381110423 -0.081175761871947208 0.23129233458676365 0.045965312928916223 0.038666405558138869
leaf_weight=194.98226079903543 10.323594603687527 11.466611191630365 16.923609308898449 7.423388645052909 6.5042108558118334 9.7356788590550405 12.693246275186544 8.1103242039680463 38.704668916761875 8.7493629306554812 21.45232418179512 10.551612831652163 7.0470235496759406
leaf_count=5465 25 77 34 7 14 13 29 11 52 56 33 36 27
internal_value=0 0.113417 0.131642 0.149842 0 0.166808 0.153498 0.0577183 0.184877 0.200915 0.134155 -0.00693115 -0.00296026
internal_weight=0 169.686 148.81 130.84 17.9708 113.916 106.493 27.8506 78.642 68.9064 30.2017 20.8752 19.7403
internal_count=5879 414 353 262 91 228 221 67 154 141 89 61 56
shrinkage=0.1


Tree=60
num_leaves=17
num_cat=0
split_feature=21 18 19 2 2 27 8 13 1 1 14 0 16 7 13 16
split_gain=179.426 82.1194 24.0867 31.0796 14.3203 10.3974 13.4792 16.3143 10.8828 7.29674 6.90051 11.5632 15.0364 6.45524 5.93699 5.01478
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 18.000000000000004 1.0000000180025095e-35 1.7229423396441204 53.298257277692429 28.500000000000004 35.500000000000007 101800.00000000001 79.500000000000014 6.5000000000000009 9.2750648719465385 52.099292930838708 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 8 -8 -1 13 11 -5 -13 -4 -12 -16
right_child=-2 4 9 10 -6 -7 7 -9 -10 -11 14 12 -14 -15 15 -17
leaf_value=0.054195905222987333 -0.095661496629460607 0.13162420179790782 0 0 -0.031456722512620661 0 0.041357349139390848 0.21712992023495434 0.27512928408824067 0.0092905927552033255 -0.029981359541737251 0.024589178116482549 0.33550400453404805 0.18357726088782186 0.12997311951944834 0
leaf_weight=5.0890228971838978 120.00011531077325 5.4049622863531104 1.6286871749907721 7.2819254025816944 83.738410670310259 5.2463600486516944 16.314467594027523 11.690896175801752 23.75727017223835 37.252141270786524 12.19766851514578 5.2884031459689123 3.9114985242486 5.404145136475563 5.9269812405109388 5.5851497426629066
leaf_count=14 4208 20 33 24 394 12 41 52 112 756 33 15 29 95 24 17
internal_value=0 0.0544921 0.100751 0.12819 -0.0193274 0.174071 0.186885 0.121868 0.243079 0.0328602 0.0523289 0.103773 0.178498 0.129296 0.00814031 0.065888
internal_weight=0 235.718 146.575 102.29 89.1434 62.098 56.8517 28.0054 28.8463 44.285 40.1916 16.4818 9.1999 7.03283 23.7098 11.5121
internal_count=5879 1671 1257 373 414 231 219 93 126 884 142 68 44 128 74 41
shrinkage=0.1


Tree=61
num_leaves=16
num_cat=0
split_feature=21 2 2 2 16 7 2 1 16 2 16 10 16 16 14
split_gain=165.63 91.0609 99.3929 67.4096 44.9514 39.534 25.9789 20.9772 17.1821 15.6526 13.0369 12.1323 11.1899 4.41646 11.0874
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 118.50000000000001 5.5000000000000009 15.453764320283351 54.500000000000007 73.500000000000014 9.5000000000000018 46.500000000000007 17.500000000000004 1.2943714342244503 20.500000000000004 14.500000000000002 291950.00000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 6 7 -5 -2 9 11 -7 10 13 12 -4 14 -3
right_child=1 2 3 4 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.095672602110513413 -0.094163053292047633 -0.042545336305429761 -0.062440699261260224 0.21752366167532489 -0.068366229537065573 0.17290655424489382 0.22055353626962995 0.13993576248808687 -0.047275372609619379 -0.057340751621391219 -0.031659661678222907 -0.093928262269796184 0.13813226822054814 0.1926959001909016 0.16995567667584555
leaf_weight=121.87242767307907 49.314875647425652 3.4716973286122181 5.456960993818937 20.659421307966117 6.2149787414818993 9.4792489260435087 47.808852700516582 4.7581254485994569 3.7705797897651783 4.5597546519711605 2.7693077372387043 41.355036936700344 4.8314958922564983 13.516098976135252 4.2514725141227245
leaf_count=1671 1220 99 269 22 103 45 25 35 96 67 85 2022 56 57 7
internal_value=0 0.0493626 0.0898943 0.0117355 0.143974 -0.0508733 0.172497 -0.0477313 0.0951684 0.0850807 0.120452 -0.0688907 0.0123289 0.149692 0.0485622
internal_weight=0 222.218 159.653 83.276 26.8744 62.5647 76.3772 56.4016 13.2498 28.5683 24.0086 51.6435 10.2885 21.2393 7.72317
internal_count=5879 4208 2847 2507 125 1361 340 2382 141 315 248 2347 325 163 106
shrinkage=0.1


Tree=62
num_leaves=17
num_cat=0
split_feature=21 2 2 2 17 2 2 0 15 28 12 2 6 2 13 14
split_gain=168.818 56.128 94.284 40.9649 14.1664 17.6407 58.0713 13.8094 13.183 19.9529 12.0431 17.9947 11.4879 15.0218 9.54317 27.2326
threshold=1.0000000180025095e-35 40.500000000000007 31.500000000000004 16.000000000000004 1.0000000180025095e-35 86.500000000000014 87.500000000000014 34.500000000000007 10.500000000000002 1.0000000180025095e-35 17775.000000000004 120.50000000000001 46.796488469137557 69.500000000000014 23.855217015641554 78133.333333333358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -8 10 -10 -3 12 13 -12 -4 -16
right_child=1 4 14 -5 5 6 7 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.095672602110513413 0.13353219901383148 0.14432973897604248 0.21575660926750784 -0.077263990759710161 -0.079381701081785438 0.52289952189543776 0.13565385080345521 -0.082041220265532455 0 0.2419581637698931 -0.038037900251294991 0.1422709357996482 -0.09127439275744785 0.26507293621222677 0 0.16560494227750372
leaf_weight=121.87242767307907 12.388153003528712 5.1210926156491032 29.222537834197283 33.639694177545607 37.636063876561821 2.1858398467302349 3.4761758204549542 11.919718066230415 8.7314090402796847 6.6534040719270697 3.1664193626493242 5.0921347104012957 22.871981173753738 2.2856768760830164 13.119243267923592 39.082364801317453
leaf_count=1671 43 46 42 1183 1578 30 29 196 161 27 9 32 698 42 29 63
internal_value=0 0.0491978 0.0943112 -0.0161884 -0.00165424 -0.0389582 0.0362093 -0.019911 0.0328407 0.111126 0 -0.0202875 -0.0565667 0.0523879 0.159229 0.123757
internal_weight=0 236.592 127.452 46.0278 109.14 55.2178 17.5817 15.3959 53.9221 15.3848 38.5373 33.4162 28.3241 5.4521 81.4241 52.2016
internal_count=5879 4208 1360 1226 2848 1833 255 225 1015 188 827 781 749 51 134 92
shrinkage=0.1


Tree=63
num_leaves=17
num_cat=0
split_feature=2 21 21 17 2 14 0 14 5 0 6 2 2 2 2 2
split_gain=286.644 86.0928 18.9223 20.5399 18.6209 6.81059 5.0426 5.50884 3.91817 3.64973 1.65482 0.993652 0.838066 1.88844 1.60557 1.47968
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 20500.000000000004 184.50000000000003 82322.368421052655 5.6814797752928108 126.50000000000001 44.700653465636357 95.500000000000014 79.500000000000014 73.500000000000014 107.50000000000001 103.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 9 -8 -7 12 -10 -11 13 -5 15 -14
right_child=2 4 3 6 5 8 7 -9 10 11 -12 -13 14 -15 -16 -17
leaf_value=-0.08754589322041062 -0.095507408055349949 0 -0.080783748541436551 0.0092553088434848066 0 0 0.1114349196473349 0 0.045602673246026966 -0.064287593971059917 0.19378719887471185 0 0 -0.040708455250373005 0 0.1348693284086486
leaf_weight=14.119846316054462 109.7090230146423 4.3838080177083603 55.409996893256903 9.6557972375303507 2.7191266547888508 2.6038049049675456 7.5565685629844692 9.8052358599379641 4.3917066901922217 14.061022681184115 78.652774836868048 3.1181501727551213 4.1864757966250172 12.005947574041784 8.9313421240076405 2.0558005124330521
leaf_count=218 1453 50 1531 175 11 12 243 299 26 331 634 40 44 695 99 18
internal_value=0 0.133338 -0.0639679 -0.0351006 0.169118 0.17924 0 0.0472413 0.184234 -0.0147044 0.188357 -0.052956 0 -0.00921315 0.0207639 0.0601673
internal_weight=0 106.871 236.495 126.786 92.7512 88.3674 71.3763 17.3618 85.6483 54.0145 83.0445 17.1792 36.8354 21.6617 15.1736 6.24228
internal_count=5879 951 4928 3475 733 683 1944 542 672 1402 660 371 1031 870 161 62
shrinkage=0.1


Tree=64
num_leaves=17
num_cat=0
split_feature=21 17 2 2 28 1 1 2 16 13 14 9 15 16 12 1
split_gain=174.415 143.154 66.6864 17.433 16.9882 8.4055 30.7556 5.0165 6.00867 4.11739 4.73347 3.56952 5.31009 8.44664 3.64051 2.88706
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 42.500000000000007 1.0000000180025095e-35 65.500000000000014 60.000000000000007 45.500000000000007 8.5000000000000018 67.715708252830211 25679.000000000004 30.606290405519555 7.5000000000000009 13.500000000000002 16550.000000000004 73.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -3 -5 9 10 -9 -10 -13 -14 -15 -7
right_child=1 5 3 7 -6 15 -8 8 11 -11 -12 12 13 14 -16 -17
leaf_value=-0.095786700547213721 0 -0.049042038054112544 -0.040513123894539954 0.15764923615257187 0.19054226725198678 -0.089542677457443043 0.38364796028623016 0 -0.017235261574064239 0 0.17846297644440515 0 0 0 0.20742895920037704 0
leaf_weight=124.12338157277554 6.9388995207846156 16.071724851615731 18.290997154079378 7.3916729278862467 68.263545032590628 49.904362771660089 1.8269503954797972 1.4772764649242143 9.0158094773069006 1.6275645904242981 7.7011496312916279 18.920251984149221 4.7678410988301021 0.7979981843382119 5.3251420753076673 2.0413806578144422
leaf_count=1671 56 444 84 49 471 2061 19 18 248 18 159 310 77 9 126 59
internal_value=0 0.0524129 0.107817 0.0378759 0.175207 -0.0641251 0 0.0665235 0.0489268 0.120446 0.146853 0.0238762 0.0430118 0.0996976 0.177409 -0.08454
internal_weight=0 220.363 150.518 75.3157 75.2024 69.8444 17.8987 57.0247 49.633 10.806 9.17843 38.827 29.8112 10.891 6.12314 51.9457
internal_count=5879 4208 1625 1098 527 2583 463 1014 965 195 177 770 522 212 135 2120
shrinkage=0.1


Tree=65
num_leaves=3
num_cat=0
split_feature=19 14
split_gain=563.691 0.321458
threshold=1.0000000180025095e-35 288250.00000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.096455391386050096 0.17818374706190332 0.059056344317904512
leaf_weight=224.40174220316112 111.40606687217951 5.3600603863596907
leaf_count=4995 848 36
internal_value=0 0.174426
internal_weight=0 116.766
internal_count=5879 884
shrinkage=0.1


Tree=66
num_leaves=17
num_cat=0
split_feature=18 11 0 11 20 2 1 1 23 16 25 28 12 4 6 7
split_gain=183.136 46.3042 46.6508 35.2272 31.1848 27.4304 23.7967 48.5338 17.2508 17.2424 16.9636 18.0632 18.5249 12.2272 3.597 8.63406
threshold=1.0000000180025095e-35 14.354646211729081 60.500000000000007 2.6866448676440107 1.0000000180025095e-35 113.50000000000001 25.500000000000004 24.500000000000004 11.500000000000002 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 78475.000000000015 32.903777445262158 51.340958025001058 6.0249417292581056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 6 -3 7 -1 -4 -6 11 12 13 -5 -11 -16
right_child=1 5 3 10 9 -7 -8 -9 -10 14 -12 -13 -14 -15 15 -17
leaf_value=-0.086690930860370649 -0.082922965987313357 -0.090341621479590406 0.10286452663961509 0.10661375706832504 -0.068198610825198014 0.10665117918327456 -0.095894458480000597 0.1948105742350246 -0.081243351579751696 0.17979193111353864 0.22808978003560393 0.011052806479119182 0.049717452883796961 0.24923398728800211 0.1641303564184371 -0.043744361388931369
leaf_weight=18.716548231430352 10.814897641539572 22.314477574080229 9.4720838032662886 18.241995215415955 6.4680685549974468 9.754339784383772 144.88734982861206 9.0821218490600604 10.951158847659825 6.7607680112123472 25.475305497646332 16.242220148444176 19.229361683130264 20.428361259400845 3.1055546216666698 3.435988862067461
leaf_count=538 48 151 15 26 76 23 4791 3 45 11 36 17 32 21 5 41
internal_value=0 0.0785281 0.105229 0.123844 -0.0655386 -0.0241921 -0.0796078 0 0 0.0472437 0.148385 0.118304 0.144939 0.187122 0.118396 0.024399
internal_weight=0 162.924 130.855 120.04 192.456 32.0688 172.686 27.7987 20.4232 19.7704 99.6172 74.1419 57.8997 38.6704 13.3023 6.54154
internal_count=5879 414 240 192 5465 174 5332 541 60 133 132 96 79 47 57 46
shrinkage=0.1


Tree=67
num_leaves=17
num_cat=0
split_feature=27 21 21 2 26 2 2 2 2 5 23 1 10 7 4 2
split_gain=185.732 73.9664 29.6509 19.001 12.7239 10.2201 9.64452 5.59554 5.5737 5.36039 3.9124 4.86011 5.8661 3.5403 5.251 3.49304
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 76.500000000000014 50.500000000000007 115.50000000000001 35.500000000000007 10.608089988462103 22.500000000000004 4.5000000000000009 1.362572605399005 7.4496051556039307 32.903777445262158 75.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 6 8 -6 -3 10 11 -5 -13 -14 -15 -8
right_child=1 5 3 4 7 -7 15 -9 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.095368304295177148 -0.086929061427909016 0.11442690820691806 -0.061913010439835686 0 -0.056401102490589099 0 0.15980221689024526 0.051305425703150311 -0.0034879975996405799 0.0062547647178927551 0 0 0 0.25315754884042135 0 0.096650218537100582
leaf_weight=103.6200329484418 18.830368651077151 4.9188389796763641 51.904654730111361 1.2648181952536148 19.658035575412217 8.9625611398369056 65.742577670142055 4.5968697955831876 7.9184677638113499 14.672099142335354 1.24895084835589 2.8983430089429012 2.3884833343327037 6.5482558021321875 1.6977355703711507 34.640109807252884
leaf_count=1537 134 70 1282 9 142 132 828 87 153 153 6 20 35 156 21 1114
internal_value=0 0.0914867 -0.0567808 -0.0175002 0.0207986 0.120619 0.128854 -0.0277506 0.0261289 0.0656365 0.10748 0.12317 0.142057 0.176625 0.211011 0.14
internal_weight=0 141.013 210.498 106.878 54.9736 122.183 113.22 24.2549 12.8373 30.7187 16.0466 14.7976 13.5328 10.6345 8.24599 100.383
internal_count=5879 2431 3448 1911 629 2297 2165 229 223 400 247 241 232 212 177 1942
shrinkage=0.1


Tree=68
num_leaves=17
num_cat=0
split_feature=27 21 17 2 21 17 12 2 2 2 2 2 2 5 8 8
split_gain=249.417 75.6478 48.5493 13.2392 6.72565 10.3661 6.18043 4.78958 4.27984 2.56793 2.16903 2.63574 2.93158 1.43142 1.01103 0.994852
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 61620.238095238099 75.500000000000014 85.500000000000014 42.500000000000007 26.500000000000004 56.500000000000007 106.00000000000001 7.4545925824451258 4.7789487399860215 1.4648811878676853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 7 9 -1 -6 -7 -3 15 -4 -8 14 13 -13 -12 -9
right_child=1 2 3 -5 5 6 10 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.095368304386190775 -0.086929061541298328 -0.049046401729244585 0 0 -0.086695561885886507 -0.051887262066882149 0.18436754151108448 0 -0.0034865401062052492 0.15731292795767227 -0.033066213925656757 0 0 0.18860363637135208 0 0.13972708484178528
leaf_weight=103.62003436125815 18.830368842929602 14.314478901214899 1.6366891395300616 5.3308928050100794 44.870341298170388 24.333707211539149 0.80946896038949745 1.3807037286460389 2.0764178484678268 106.35868687368929 11.858037233352663 1.0296669527888282 5.3065049210563302 1.8883291669189928 3.6165157780051223 3.4681174010038376
leaf_count=1537 134 649 49 88 867 423 24 22 44 1402 315 15 104 52 111 43
internal_value=0 0.094707 0.121609 0.147753 -0.0752814 -0.0509388 -0.0139991 -0.00847895 0.0465226 0.155353 0.0154665 0.00126661 0.0534999 0.134588 -0.0135829 0.109145
internal_weight=0 153.396 134.566 113.326 197.333 93.7126 48.8422 21.2397 6.92524 107.995 24.5085 23.6991 8.2245 2.918 15.4746 4.84882
internal_count=5879 2431 2297 1539 3448 1911 1044 758 109 1451 621 597 171 67 426 65
shrinkage=0.1


Tree=69
num_leaves=14
num_cat=0
split_feature=17 18 25 7 5 26 29 12 9 2 15 13 15
split_gain=140.398 72.4677 66.6887 49.3163 47.7069 32.6863 30.562 29.08 28.8987 62.2711 16.2739 6.20815 0.263668
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.356226066015651 8.2147149179618086 1.0000000180025095e-35 1.0000000180025095e-35 14075.000000000002 88.202217878716965 69.500000000000014 10.500000000000002 41.904781546694359 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 10 11 -10 -6 -5 -13
right_child=1 2 -4 8 7 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.096064232044428044 -0.085458620334552954 -0.080630093216821408 -0.087104087751699533 0.21586982355097897 -0.038039314151136434 0.16850497933565292 0.18326836740945485 -0.094754769512492412 0.16383337029462985 -0.086448492752616818 0.21365210567019444 0.16835295511124548 0.082393845435106874
leaf_weight=108.5676056612283 16.094995839986954 10.185250289738176 17.257455784827471 38.429534755647182 2.9703220166265947 17.692920858040452 5.628102369606494 61.574843676760793 24.984362229704857 15.380490785464643 5.1303730700165033 12.016405567526819 16.533105254173279
leaf_count=2451 672 81 107 29 76 55 18 2235 21 64 19 13 38
internal_value=0 0.0406194 0.0899215 0.117615 -0.0184637 0.0669104 -0.00663808 -0.0696282 0.138287 0.0635169 0.0966982 0.180364 0.125572
internal_weight=0 243.878 134.787 117.529 109.092 39.416 21.7231 69.6755 107.344 40.3649 8.1007 66.979 28.5495
internal_count=5879 3428 353 246 3075 745 690 2330 165 85 95 80 51
shrinkage=0.1


Tree=70
num_leaves=17
num_cat=0
split_feature=2 1 2 1 10 23 17 16 2 14 1 1 9 23 16 23
split_gain=151.899 62.9392 53.6373 39.5197 29.6171 17.1578 26.5412 18.3967 15.7805 14.7476 13.4741 27.9251 26.0152 11.4361 8.87828 21.4053
threshold=107.50000000000001 29.500000000000004 112.50000000000001 13.500000000000002 1.4292633360277252 20.500000000000004 1.0000000180025095e-35 11.500000000000002 82.500000000000014 105836.02941176471 56.500000000000007 64.500000000000014 28.467077296360952 21.500000000000004 11.500000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -2 6 7 -4 -1 14 -6 -12 -13 -7 -5 -16
right_child=2 -3 5 9 10 13 -8 -9 -10 -11 11 12 -14 -15 15 -17
leaf_value=-0.087581180630774427 -0.067921127024436243 -0.081772359394514493 0.1959570575916266 0.22682426467211175 0.18803536800264073 0.18262210891743633 -0.092407738602798065 -0.048113745354984083 0.17953101316430581 0 -0.074019204385978851 -0.056406719182282232 0.17414342925003287 0 -0.064298246772541895 0.24278826697051292
leaf_weight=19.057089220732454 5.7023731824010602 165.11934557836503 6.7818914493545872 12.715150006115442 44.51771155372262 7.2206674329936487 26.391472479328513 3.7673244001343846 2.1061311345547429 7.1684307418763629 6.8334530536085358 4.5270051117986467 26.360251421108842 7.2322387807071209 4.4162997901439649 3.6693104580044746
leaf_count=323 50 4643 39 32 61 24 172 51 19 164 19 38 126 38 72 8
internal_value=0 -0.0517688 0.0823495 0.0449975 0.129784 0 -0.03495 0.0898546 -0.0515575 0.125201 0.145922 0.0909235 0.133884 0.0935384 0.167831 0.0503489
internal_weight=0 214.252 139.334 49.1324 87.9408 51.3936 36.9407 10.5492 21.1632 27.9692 82.2384 37.7207 30.8873 14.4529 20.8008 8.08561
internal_count=5879 5261 618 618 294 324 262 90 342 276 244 183 164 62 112 80
shrinkage=0.1


Tree=71
num_leaves=17
num_cat=0
split_feature=17 15 27 8 1 19 2 10 0 10 15 23 2 0 7 3
split_gain=187.921 33.1254 37.5121 27.3931 29.3799 26.7699 28.447 23.0775 20.788 16.3247 25.6608 22.2843 26.823 20.0559 16.2636 14.4538
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.7789487399860215 57.500000000000007 1.0000000180025095e-35 35.500000000000007 5.5837661271843411 34.500000000000007 1.4292633360277252 6.5000000000000009 12.500000000000002 40.500000000000007 150.50000000000003 6.0249417292581056 15730.011659498301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 14 -1 -8 13 11 -11 -13 -10 -3 -2
right_child=15 2 -4 -5 -6 -7 8 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=0.14398917193238944 0.046305120928805843 0.18342449704698327 -0.088903479799425214 -0.0816180170377553 -0.081510123738800913 -0.073926582880487854 -0.05834212173792707 -0.062049498051409836 0.15535110149250686 -0.077535433082108432 0.196764294652436 0.26928272447560625 0 -0.076901351278208047 -0.08143860656255511 -0.095962611115604834
leaf_weight=54.365921256132424 5.5913486592471591 2.6576187722384921 20.54005869012326 12.285179502330719 10.547459204681216 8.4038555091246945 4.5816978784278026 4.6083661299198857 6.6587104871869069 7.0753374025225666 47.698572926223278 7.0637971758842459 8.5111448215320689 7.5222858749330044 11.836650615558026 136.34251501504332
leaf_count=308 154 9 687 242 147 374 50 98 28 28 98 8 37 32 305 3274
internal_value=0 0.059395 0.0333986 0.0535102 0.0686858 0.0846129 0.0994012 0.124501 0.120916 0.132996 0.153324 0.0530233 0.125162 0.0180637 -0.0190892 -0.0889504
internal_weight=0 214.357 155.382 134.842 122.557 112.01 103.606 58.9743 89.1115 84.5298 70.3489 22.6503 15.5749 14.181 14.4943 141.934
internal_count=5879 2451 2045 1358 1116 969 595 406 281 231 171 73 45 60 314 3428
shrinkage=0.1


Tree=72
num_leaves=17
num_cat=0
split_feature=2 2 17 1 2 13 18 15 7 2 16 13 7 6 2 19
split_gain=133.738 63.4329 25.2865 19.8077 10.9151 7.29654 11.2821 20.2792 7.09393 6.31755 5.98141 11.2317 13.5007 5.30984 4.39262 5.68295
threshold=94.500000000000014 110.50000000000001 1.0000000180025095e-35 66.500000000000014 107.50000000000001 35.592449791619352 1.0000000180025095e-35 6.5000000000000009 6.6860863657109508 114.50000000000001 15.500000000000002 39.763528915632655 10.465894933139731 53.085710592433905 30.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 -4 -5 8 -8 14 -3 -11 -12 -13 -2 -7 -16
right_child=1 9 4 5 -6 6 7 -9 -10 10 11 12 -14 -15 15 -17
leaf_value=-0.073902568359437704 0.11772351572803277 -0.074727160190891123 0 -0.041824489298222051 0.16578816171501196 -0.020593131229722436 0 0.24214695956327126 -0.036797604680687532 -0.018140980258519689 -0.00069620752280049214 0 0.32136983600208385 -0.0086882888804006627 0.12164691943943261 0
leaf_weight=113.24920742865652 3.8297760002315071 12.378858228214083 6.4501921851187936 43.733534402213991 69.16390522569418 2.490445362403988 5.8712596483528596 5.45478330925107 31.751838127151132 21.606385569088161 5.2271324386820179 2.7128333449363708 2.9137292290106416 13.633076860569416 8.7956877099350059 1.8555231131613261
leaf_count=2687 28 49 77 985 235 70 20 35 1064 168 42 32 38 62 232 55
internal_value=0 0.0813424 0.12863 -0.0449473 0.15394 -0.0101412 0.0109514 0.101659 -0.00748243 -0.0123606 0.00526793 0.0702767 0.171722 0.00759345 0.0481428 0.0829732
internal_weight=0 137.916 93.077 213.202 75.6141 99.9531 56.2195 11.326 44.8935 44.8389 32.4601 10.8537 5.62656 17.4629 13.1417 10.6512
internal_count=5879 731 402 5148 312 2461 1476 55 1421 329 280 112 70 90 357 287
shrinkage=0.1


Tree=73
num_leaves=10
num_cat=0
split_feature=22 6 6 2 2 1 10 16 16
split_gain=380.021 24.2696 17.8738 17.0466 16.7046 15.8647 13.8035 53.861 13.43
threshold=1.0000000180025095e-35 44.700653465636357 76.139666142685968 38.500000000000007 52.500000000000007 40.500000000000007 4.2323110926868086 11.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -2 -7 -8 -1
right_child=5 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.041118673625227892 0.0061256559957822421 -0.096278885287985241 0.20609197787502304 -0.059684945270712587 -0.076881788758793312 0.17982084547137317 0.16696415714184795 -0.094230572864643272 0.16148080805751736
leaf_weight=2.944589824415746 11.142150811851023 196.92222019983456 3.8433057591319066 4.9058452202007174 9.1138171562924963 73.583696354180574 26.858287028968334 10.122035365551708 9.4681365806609374
leaf_count=32 34 5287 25 134 105 100 36 70 56
internal_value=0 -0.0790185 -0.0897557 0.034228 0.0142871 0.139931 0.151609 0.0900685 0.0973228
internal_weight=0 227.198 205.671 8.74915 21.5265 121.706 110.564 36.9803 12.4127
internal_count=5879 5639 5446 159 193 240 206 106 88
shrinkage=0.1


Tree=74
num_leaves=14
num_cat=0
split_feature=18 17 4 6 12 15 12 2 15 2 2 7 7
split_gain=324.46 27.5641 24.2641 19.5704 22.9994 17.4298 8.45181 10.634 7.29775 4.06881 52.5427 10.5335 3.73059
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.672973158744851 51.340958025001058 63203.571428571435 2.5000000000000004 16550.000000000004 84.500000000000014 2.5000000000000004 74.500000000000014 113.50000000000001 8.2948038871326624 11.288500343055489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 5 4 -4 -3 7 -5 -2 12 11 -11 -8
right_child=1 2 3 6 -6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=-0.096133305215928971 -0.0776553420431738 0.12316980637002449 -0.081022724636298726 0 0.13911478878082562 -0.080207830362084898 0.24828621942234 0.12474412105234392 0.039541140896715891 0.088763249345137796 0.1914475352698787 -0.083610175509962595 0.14478554459757609
leaf_weight=173.75236231973395 9.3413483276963252 6.9480816610157516 9.4224837422370928 10.690343685448171 8.9013681262731534 10.708341933786867 16.790186047554016 16.395681496709585 10.923500981181858 4.5168608576059333 34.626012399792671 10.852206420153378 27.534467697143555
leaf_count=5465 25 16 24 15 26 75 26 32 36 22 37 50 30
internal_value=0 0.0960494 0.110281 0.124239 0.0150118 0 0.139079 0.0741176 -0.00462252 0.155616 0.122465 -0.0199505 0.188499
internal_weight=0 177.651 157.386 139.73 18.3239 17.6564 121.406 27.086 20.2648 94.3197 49.9951 15.3691 44.3247
internal_count=5879 414 353 262 50 91 212 47 61 165 109 72 56
shrinkage=0.1


Tree=75
num_leaves=17
num_cat=0
split_feature=21 18 2 2 2 9 14 11 16 15 15 1 6 2 4 16
split_gain=155.069 62.4825 11.5866 7.88687 12.8555 5.13466 5.3156 10.706 12.0816 4.22485 5.57804 4.10827 3.90436 3.68142 5.94269 3.40846
threshold=1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 14.500000000000002 18.000000000000004 96.935467488050008 79883.095238095251 34.760686272017857 1.5000000000000002 11.500000000000002 6.5000000000000009 56.500000000000007 48.112411971238707 74.500000000000014 9.458020166817013 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 12 6 9 -8 -9 10 -6 -4 -5 -10 -15 -13
right_child=-2 2 11 4 5 -7 7 8 13 -11 -12 15 -14 14 -16 -17
leaf_value=-0.020332710288121256 -0.095020492347756308 0.095271789109884611 -0.07014414609850797 0 0.073755288533482011 0 0.0060981235864923568 0 0.15574905181556706 0 0.18518906428983975 0.0097939301925471234 0.16367827538257343 0 0.16355278149660557 -0.035343097820551193
leaf_weight=3.4337295331060878 106.79038322344422 7.6530389860272399 20.823422349989414 3.937288098037242 20.812620552256703 3.833043295890092 32.914627745747566 7.122542740777134 18.346461169421676 5.3965988978743544 14.101585032418368 25.713532622903585 31.769769854843616 6.4731990303844196 2.7198074199259281 31.363191053271294
leaf_count=12 4208 27 81 12 212 27 272 41 250 46 174 145 142 43 26 161
internal_value=0 0.0500826 -0.016228 0.0890117 0.0929137 0.0726217 0.0770533 0.0537047 0.093147 0.111238 0.124485 -0.0297468 0.150808 0.123723 0.0380742 -0.0115079
internal_weight=0 236.414 85.5532 150.861 147.428 111.72 107.887 67.5766 34.662 40.3108 34.9142 77.9001 35.7071 27.5395 9.19301 57.0767
internal_count=5879 1671 414 1257 1245 1091 1064 632 360 432 386 387 154 319 69 306
shrinkage=0.1


Tree=76
num_leaves=16
num_cat=0
split_feature=21 2 2 16 7 2 0 1 3 7 2 6 16 2 4
split_gain=139.916 70.662 71.3008 52.3559 32.8976 32.6043 20.416 17.5024 12.7249 11.9558 9.90853 11.3155 6.85917 2.34559 9.50235
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 5.5000000000000009 15.453764320283351 118.50000000000001 47.500000000000007 73.500000000000014 38531.834709913855 14.69188866765864 54.500000000000007 52.952934406955606 20.500000000000004 45.500000000000007 37.017741612752609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 5 -2 -4 -3 9 -6 -5 11 -8 -11 -13 -15
right_child=1 2 3 7 8 -7 10 -9 -10 12 -12 13 -14 14 -16
leaf_value=-0.095043026313853127 -0.093140606248063265 -0.047500748344813083 -0.063977697889127216 -0.093188122301214274 0.14258500583058403 0.18271857176460327 -0.039142670176174454 0.1202357508479361 -0.044168482404651738 -0.049577106487051818 0.19046884788035112 0.15260005374516469 0.10895378558049376 -0.045790882432040304 0.15096699180323486
leaf_weight=108.70440269261599 43.822548406198621 3.5561106381937853 5.7115084100514677 38.21463013254106 10.101209908723829 21.657578295096755 3.3399529960006502 4.885241772979497 3.6149596795439711 4.0409145955927652 48.668194770812988 14.814794830977918 5.1912818634882569 3.5888356370851389 4.2844463456422091
leaf_count=1671 1220 72 258 1940 40 22 61 32 101 209 21 93 46 89 4
internal_value=0 0.0440667 0.0791174 0.00983089 -0.048681 0.123937 0.147133 -0.0460271 0.0787983 -0.067357 0.159074 0.0926952 0.0179231 0.12091 0.0359025
internal_weight=0 215.492 157.953 79.7012 57.5387 27.3691 78.2523 52.3321 13.7162 47.4468 74.6962 26.028 9.2322 22.6881 7.87328
internal_count=5879 4208 2847 2507 1361 280 340 2227 141 2195 268 247 255 186 93
shrinkage=0.1


Tree=77
num_leaves=17
num_cat=0
split_feature=21 2 2 2 17 15 2 10 9 15 5 2 2 12 16 5
split_gain=142.727 40.786 63.4165 31.3845 11.246 17.1688 24.5707 23.1962 10.8718 9.47479 15.8316 8.64849 8.50074 13.9969 7.86555 15.0729
threshold=1.0000000180025095e-35 40.500000000000007 31.500000000000004 16.000000000000004 1.0000000180025095e-35 5.5000000000000009 86.500000000000014 5.3315358475457151 86.287871516216754 10.500000000000002 9.3737521411996223 69.500000000000014 120.50000000000001 17775.000000000004 17.500000000000004 11.616364178576651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 -6 8 -8 12 -11 -12 13 -3 -15 -16
right_child=1 4 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 14 15 -17
leaf_value=-0.095043026313853127 0.10967198646237886 0.11486295554024224 0.13035207433899362 -0.074205512950244246 -0.050323942062182193 -0.091333637361826273 0.37740826502532887 -0.028964982610379098 0.013023840313969951 -0.0018322938576970527 0.24518150452637594 0 0.11661950428466933 -0.089613009044134967 -0.058246740509570731 0.23357448503256242
leaf_weight=108.70440269261599 13.017969964072106 5.6111672651022664 87.027727622538805 30.111233935691416 15.171241399832072 27.530800146050751 3.8867102442309243 2.8347780704498291 2.6076728105545044 6.3668930148705867 6.4147069007158262 3.5894312346354127 5.481692371889948 19.1615493465215 4.9117678310722104 2.4788339817896485
leaf_count=1671 43 46 134 1183 631 1100 30 42 30 88 16 84 32 578 129 42
internal_value=0 0.0434204 0.0809602 -0.0140719 -0.0007699 -0.0357331 0.0185895 0.152075 0.261863 0.0292096 0.0927505 0.172918 0 -0.0180301 -0.0536388 0.0125963
internal_weight=0 236.204 130.157 43.1292 106.047 52.0312 24.5004 9.32916 6.49438 54.016 16.371 10.0041 37.645 32.1633 26.5522 7.3906
internal_count=5879 4208 1360 1226 2848 1833 733 102 60 1015 188 100 827 795 749 171
shrinkage=0.1


Tree=78
num_leaves=17
num_cat=0
split_feature=2 21 21 17 28 14 2 2 2 5 2 4 0 0 14 14
split_gain=224.967 64.5071 19.1423 18.9757 15.0948 4.69866 4.19072 7.71921 2.68167 2.54084 2.01694 3.93712 1.40349 1.29812 2.04168 2.07652
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20500.000000000004 84.500000000000014 109.50000000000001 71.500000000000014 5.6814797752928108 56.500000000000007 7.773095187571271 213.50000000000003 184.50000000000003 141706.25000000003 23929.000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 8 -8 10 -7 13 -12 -10 -5 15 -15
right_child=2 4 3 6 5 9 7 -9 12 -11 11 -13 -14 14 -16 -17
leaf_value=-0.085417610790980078 -0.094861533511388887 0 -0.078593129225540001 -0.021554700982335404 0 0 0.10176053730513207 -0.0014383855064860132 -0.053677899160914345 0.1639314448236345 0 0.2827410369681585 0 0 0 0.14989204019819255
leaf_weight=12.682588701136408 97.954567596316338 5.7540829814970484 50.078548879828304 16.814539866521962 2.6619756892323485 2.6117512471973887 10.491917497478427 12.45631785970181 17.797106844373051 82.514436427503824 0.81340434774756321 0.74479325860738754 3.866302370093762 1.1653831340372556 3.4431632813066244 2.0630154404789209
leaf_count=218 1453 56 1531 214 10 12 110 151 1124 655 13 26 217 8 38 43
internal_value=0 0.116495 -0.0609847 -0.0316014 0.146006 0.156315 0 0.0370374 -0.0149416 0.16047 2.19933e-05 0.113772 -0.0414635 0 0.0278351 0.0890239
internal_weight=0 106.225 217.689 119.734 93.5422 87.7882 69.6559 22.9482 46.7077 85.1262 25.0443 1.5582 21.6634 23.4861 6.67156 3.2284
internal_count=5879 951 4928 3475 733 677 1944 261 1683 667 342 39 1341 303 89 51
shrinkage=0.1


Tree=79
num_leaves=17
num_cat=0
split_feature=21 17 2 2 26 1 1 6 2 2 14 9 1 15 7 15
split_gain=148.355 110.608 48.062 13.448 12.6954 7.90803 22.154 4.45476 5.41016 5.46981 9.03166 5.12173 2.80161 2.76884 4.85271 3.13927
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 42.500000000000007 1.0000000180025095e-35 65.500000000000014 60.000000000000007 63.634056456777159 45.500000000000007 79.500000000000014 25679.000000000004 33.102903986990803 73.500000000000014 5.5000000000000009 11.057769710636451 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -3 8 -5 13 -11 -12 -7 -10 15 -15
right_child=1 5 3 7 -6 12 -8 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=-0.09515091751533207 0.15989880699690232 -0.044961800514949239 -0.03644969757260471 0.17991230532245889 0 -0.088159311666940424 0.30801306317288374 0 -0.0037070299094840798 0 0 0.18703879645947405 0 0.1877056075451824 0 0
leaf_weight=110.71406915597618 72.877253498882055 14.889829215593638 17.178335197269917 5.8354383856058112 2.9958776067942372 44.776476081460714 2.0178638473153105 12.769064422696827 12.701036470942201 3.2014702064916483 1.7661003824323405 8.5894989315420371 2.0101264975965014 3.2720430847257367 8.5215769233182055 2.2735533975064754
leaf_count=1671 509 444 84 39 18 2061 19 277 242 18 18 93 59 74 225 28
internal_value=0 0.047237 0.0941227 0.0345192 0.151277 -0.0615002 0 0.0585975 0.0731338 0.0527271 0.108282 0.15515 -0.0827003 0.0171265 0.0501402 0.122995
internal_weight=0 215.676 151.981 76.1081 75.8731 63.6943 16.9077 58.9298 46.1607 40.3253 13.5571 10.3556 46.7866 26.7682 14.0672 5.5456
internal_count=5879 4208 1625 1098 527 2583 463 1014 737 698 129 111 2120 569 327 102
shrinkage=0.1


Tree=80
num_leaves=2
num_cat=0
split_feature=19
split_gain=445.879
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.095912883060803256 0.14788149659151748
leaf_weight=200.00261440314353 119.97495361417532
leaf_count=4995 884
internal_value=0
internal_weight=0
internal_count=5879
shrinkage=0.1


Tree=81
num_leaves=16
num_cat=0
split_feature=18 8 9 23 20 1 1 2 8 2 1 16 16 10 14
split_gain=148.372 34.3449 27.266 30.5757 27.159 21.9043 38.8963 18.83 32.3905 30.8224 14.3903 13.252 9.01184 2.4769 1.65047
threshold=1.0000000180025095e-35 1.5281289523181718 94.034016725206612 11.500000000000002 1.0000000180025095e-35 25.500000000000004 24.500000000000004 110.50000000000001 0.40798873271226055 45.500000000000007 54.500000000000007 15.500000000000002 6.5000000000000009 5.6868309072489156 57500.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 5 6 -1 8 -2 -10 -3 -6 -11 -13 -9
right_child=1 10 3 -5 11 -7 -8 14 9 12 -12 13 -14 -15 -16
leaf_value=-0.085096903086950546 0.16314341291413154 0.04547959236599701 0.1169559641558776 -0.086592670480222803 -0.06545122944594188 -0.095279907192110741 0.16990426692150476 0.19611315503947779 0.13906073903877844 0.017463113569148887 -0.08955454602125501 0.015438225597766714 -0.098249245366003726 0.14917702063818022 0.11498381933986573
leaf_weight=16.821373179554939 22.441726736724377 12.865870805457236 13.358601370826365 16.407548159360886 6.0043445695191648 128.70481094997376 9.2544171810150164 25.967412061989307 12.072541479021309 6.9568253792822388 16.802255481481552 6.5967365093529207 16.916685940697789 7.2604180052876472 23.081668358296156
leaf_count=538 20 40 23 68 76 4791 3 22 24 21 122 41 47 16 27
internal_value=0 0.0681212 0.0895538 0 -0.0637322 -0.0783177 0 0.113047 0.0684951 0.00384612 -0.0242611 0.039873 -0.056161 0.0999291 0.162009
internal_weight=0 166.871 137.203 29.7661 174.642 154.781 26.0758 107.437 58.3878 35.9461 29.6681 19.8615 23.8735 13.8572 49.0491
internal_count=5879 414 252 91 5465 5332 541 161 112 92 162 133 68 57 49
shrinkage=0.1


Tree=82
num_leaves=17
num_cat=0
split_feature=21 2 2 27 13 2 2 12 5 23 2 23 2 13 0 11
split_gain=155.77 81.9219 32.4984 7.24736 4.5273 4.51117 4.40457 3.80642 3.20366 3.08551 3.05569 2.76807 2.45964 2.23002 2.93218 2.37985
threshold=1.0000000180025095e-35 56.500000000000007 76.500000000000014 1.0000000180025095e-35 64.136485002417615 74.500000000000014 75.500000000000014 59500.000000000007 16.461786866040004 22.500000000000004 35.500000000000007 7.5000000000000009 29.500000000000004 49.573016218911008 236.50000000000003 75.17531362538061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 9 -4 -9 -7 12 -8 -5 14 15 -13
right_child=1 2 7 10 -6 6 11 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.095080726710530208 -0.052482119033023716 0.013392096513080482 -0.025926202085610923 0 0.0087865501134832026 0.15219869865907934 0 0.071320205445899662 0 0 0 0.15703524330909166 0.13961575350881281 0.034616749391123657 0 0
leaf_weight=109.3934525353834 60.866601957939565 7.7244707085192195 15.486486245878039 1.8822340238839377 8.453120547346769 64.550339091569185 6.9849547743797293 11.825581071898343 6.9703493295237413 2.4595377296209326 8.4210212230682355 14.759154429659256 3.4943313747644424 11.363028848543761 2.7472280971705905 1.8929679580032814
leaf_count=1671 1247 93 154 22 219 805 207 227 70 19 165 418 48 365 73 76
internal_value=0 0.0498341 0.0950736 -0.0276436 -0.0421284 0.121157 0.127196 0.00366474 0.0386757 0.14783 0.030648 0.0852727 0.0899657 0.0991076 0.126583 0.142925
internal_weight=0 229.881 146.764 83.1173 69.3197 112.482 104.757 34.2824 18.7959 67.0099 13.7976 37.7473 5.37657 30.7624 19.3994 16.6521
internal_count=5879 4208 2507 1701 1466 2056 1963 451 297 824 235 1139 70 932 567 494
shrinkage=0.1


Tree=83
num_leaves=17
num_cat=0
split_feature=27 21 17 2 21 17 12 2 2 2 2 13 2 14 0 2
split_gain=198.229 57.1777 34.45 9.4449 7.26579 10.3285 5.29179 3.56598 3.31703 2.71333 2.07866 1.97186 1.76057 1.678 1.48526 2.8419
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 61620.238095238099 75.500000000000014 85.500000000000014 75.500000000000014 48.500000000000007 12.080541046766902 35.500000000000007 22250.000000000004 164.50000000000003 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 7 9 -1 -6 -7 -3 -9 10 11 -4 -13 -11 15 -8
right_child=1 2 3 -5 5 6 14 8 -10 13 -12 12 -14 -15 -16 -17
leaf_value=-0.09470352613136708 -0.085384029839098818 -0.045390243039764556 0 0 -0.085034114754469509 -0.047639261956130032 0 0.091093901306413094 -0.0038543554869756701 0 0.0019175838229342481 0 0.13740774189911151 0.14242386749788447 0 0.082901203736535964
leaf_weight=92.381801089271903 17.011653171852231 13.400099526159467 1.4674601200968052 5.328098924830555 40.295490138232708 22.430086137726903 6.4545087367296237 5.0988424867391577 2.0828190529718995 2.1387264728546134 8.1608167961239797 1.2750902064144591 7.8182719349861145 92.368629701435566 10.460900111123918 7.2689198553562164
leaf_count=1537 134 649 9 88 867 423 248 65 44 26 257 44 92 1023 202 171
internal_value=0 0.0813625 0.103186 0.124064 -0.0727398 -0.0470943 -0.0100113 -0.00737489 0.0357358 0.130194 0.0691551 0.102193 0.119571 0.140171 0.0166256 0.0396155
internal_weight=0 156.151 139.139 118.557 179.292 86.9099 46.6144 20.5818 7.18166 113.229 18.7216 10.5608 9.09336 94.5074 24.1843 13.7234
internal_count=5879 2431 2297 1539 3448 1911 1044 758 109 1451 402 145 136 1049 621 419
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=17 18 25 5 7 12 12 23 5 23 4 23 16 15
split_gain=119.138 54.5044 50.7986 39.0467 36.4814 24.5629 23.4177 19.4916 66.6251 19.2996 14.6124 22.5258 26.0574 11.3565
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.2147149179618086 10.356226066015651 14075.000000000002 65671.052631578961 1.5000000000000002 10.882618857578201 1.0000000180025095e-35 14.423416467716343 19.500000000000004 7.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 -3 13 -2 -6 10 -8 -9 12 -12 -5
right_child=1 2 -4 5 7 -7 9 8 -10 -11 11 -13 -14 -15
leaf_value=-0.095366141578625427 0.1366013178778975 -0.078145640987403453 -0.085417215953543499 -0.034213969560819277 0.21267019515907376 -0.093846613403538434 0.13221726689521274 0.18820458755195404 -0.090792029847289568 -0.082925398864763883 0.16731638159650136 0.14444867839522993 -0.087899967979220395 0.16892511525355455
leaf_weight=96.836520590353757 19.560481173917651 9.2711510397493822 15.642529712989925 2.8082087077200395 20.543103704228997 54.847542157396674 5.7049102131277349 32.698495201766491 15.20039616525173 13.842083648778496 6.0557621791958836 26.185974359512329 11.783475046977399 5.6892379224300385
leaf_count=2451 120 81 107 76 18 2235 14 21 45 611 13 26 42 19
internal_value=0 0.0360188 0.0774663 -0.0176088 0.100037 -0.0676025 0.0582603 0.116502 0.0928366 -0.009913 0.131821 0.0854054 0 0.078279
internal_weight=0 239.833 137.381 102.452 121.738 63.345 39.1075 112.467 91.9241 19.547 76.7237 44.0252 17.8392 8.49745
internal_count=5879 3428 353 3075 246 2330 745 165 147 625 102 81 55 95
shrinkage=0.1


Tree=85
num_leaves=17
num_cat=0
split_feature=2 1 1 17 1 16 25 0 9 7 15 16 6 0 10 2
split_gain=121.214 54.8541 39.5332 35.6148 30.1701 20.4498 33.6817 46.543 21.5472 12.8974 11.0516 10.1795 8.99548 18.2172 8.87582 36.2727
threshold=107.50000000000001 29.500000000000004 56.500000000000007 1.0000000180025095e-35 13.500000000000002 19.500000000000004 1.0000000180025095e-35 64.500000000000014 68.742164908256768 17.528622330717052 2.5000000000000004 20.500000000000004 43.322879304110707 165.50000000000003 19.492923455870507 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 9 6 -4 -8 -7 -1 -6 -10 13 -3 -14 -16
right_child=2 12 5 -5 10 8 7 -9 11 -11 -12 -13 14 -15 15 -17
leaf_value=-0.086102374347522728 0.17522103974670025 0.37688271547045676 -0.092589647863056845 0 -0.032746990996162149 -0.071098204164272802 0.26744392884531881 -0.071042294083993623 0.20131603340380427 0.13916202330890273 0.1296818443728881 0.052848588934824026 -0.089894417439439933 -0.041303623869548126 0.66775791567429665 -0.05483654144820943
leaf_weight=17.315044705756012 47.404213393107057 1.2631152691319574 27.275471797212958 17.568514603190124 2.7772489786148098 6.1515828054398289 7.7485544001683575 7.1536583788692951 11.173383375629784 2.4167440999299279 26.285073958337307 16.828052926808596 138.77723801787943 3.5918107721954584 0.78336310386657615 4.7170404959470034
leaf_count=328 87 27 236 62 56 56 31 72 21 14 220 53 4362 60 13 181
internal_value=0 -0.049109 0.072123 0.130073 0.0402385 0.0201782 -0.0227925 0.0915494 0.0790956 -0.0483861 0.107285 0.119227 -0.079682 0.0263419 -0.0846345 0.0117496
internal_weight=0 197.927 141.303 64.9727 48.7941 76.3307 42.1777 14.9022 34.153 19.7318 29.0623 28.0014 149.133 4.85493 144.278 5.5004
internal_count=5879 5261 618 149 618 469 339 103 130 342 276 74 4643 87 4556 194
shrinkage=0.1


Tree=86
num_leaves=17
num_cat=0
split_feature=17 19 1 1 1 2 2 5 23 22 14 6 13 3 23 18
split_gain=155.077 24.6724 26.4149 86.9485 37.8399 26.2699 32.8113 15.2037 22.5351 15.5106 15.0405 14.292 14.1392 13.9429 43.9074 10.9868
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 56.500000000000007 57.500000000000007 107.50000000000001 52.500000000000007 9.0993324138333609 10.500000000000002 1.0000000180025095e-35 147175.00000000003 44.700653465636357 38.026004720217962 15730.011659498301 22.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 11 5 6 7 -5 -9 10 -10 -4 -1 14 -2 -8
right_child=13 -3 3 4 -6 -7 15 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.18726992333098383 -0.054346278476261459 -0.080826734664176156 0.06873232700931213 0.16306250968683736 -0.042331058383066243 0.20160927972678239 -0.084652826399043909 -0.083102668696426796 0.1590260403410203 -0.054284017166342138 -0.034825376893291203 -0.0972864458464478 0 -0.095338292262807808 0.62691074350226772 0.10995254755708908
leaf_weight=23.344673820771281 4.6234470997005692 11.994792388752101 4.5219247918575993 31.971032888628542 17.728036623448133 25.639804360456765 13.987590515054764 7.6158882034942499 23.107102441601462 3.8755575753748408 2.9075689706951371 39.358234616927803 7.1279388694092622 121.44609924824908 1.1088926419615743 2.9355664178729048
leaf_count=63 146 580 17 185 254 50 215 91 137 24 40 719 72 3274 8 4
internal_value=0 0.051623 0.0603851 0.0436687 0.0855466 0.107564 0.0773429 0.108579 0.0568089 0.0991423 0.12968 -0.0756245 0.149086 -0.0875506 0.042584 -0.0390892
internal_weight=0 216.116 204.121 173.648 129.768 112.04 86.4003 69.4772 37.5061 29.8902 26.0147 43.8802 30.4726 127.178 5.73234 16.9232
internal_count=5879 2451 1871 1736 1000 746 696 477 292 201 177 736 135 3428 154 219
shrinkage=0.1


Tree=87
num_leaves=17
num_cat=0
split_feature=2 2 17 1 7 15 2 2 11 0 2 16 23 4 7 7
split_gain=106.989 41.894 26.6673 18.048 8.1287 7.99509 13.5272 7.7438 7.06819 7.47945 5.54808 5.15515 6.76911 6.16144 4.98503 9.62727
threshold=82.500000000000014 110.50000000000001 1.0000000180025095e-35 57.500000000000007 12.967103295974201 11.500000000000002 73.500000000000014 107.50000000000001 15.816627500030302 100.50000000000001 114.50000000000001 6.5000000000000009 5.5000000000000009 9.3489054734925059 10.819508189742285 11.913108775845567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 11 -7 8 -4 -10 -3 12 -5 -14 -9 -16
right_child=1 10 7 4 -6 6 -8 14 9 -11 -12 -13 13 -15 15 -17
leaf_value=-0.078386785966885975 0 -0.072205307819304329 0 0 -0.053414346324676912 0.26120436081370335 0 0.18957470402891585 0 0.30004130650299998 0.0050519423250877035 -0.01935383991092704 0.30027251672290117 0.0052399685958948285 0.016459078811877158 0.138433911195148
leaf_weight=87.964087394066155 20.829580136574805 11.417794541455804 8.9526040647178871 5.597709911875425 34.649181935936213 3.1642814688384524 1.9003373971208928 25.435601159930229 2.9838310983031979 1.807445917278528 32.296557571738958 50.546937854029238 1.7996254274621604 3.9460730124264956 12.804272852838038 34.872668944299221
leaf_count=2367 144 49 80 89 950 66 63 97 43 30 280 1338 32 113 27 111
internal_value=0 0.0679391 0.101659 -0.0446956 -0.0135608 0.00407929 0.126167 0.126029 0.0354157 0.135463 -0.0105563 -0.00268309 0.0539888 0.132422 0.14033 0.109867
internal_weight=0 151.4 107.686 189.568 101.604 66.955 5.06462 86.8564 13.7439 4.79128 43.7144 61.8903 11.3434 5.7457 73.1125 47.6769
internal_count=5879 861 532 5018 2651 1701 129 388 153 73 329 1572 234 145 235 138
shrinkage=0.1


Tree=88
num_leaves=13
num_cat=0
split_feature=22 4 6 23 16 2 8 26 6 2 2 2
split_gain=298.83 22.6249 16.4513 13.5284 13.9223 12.1797 11.2927 17.9337 6.23842 1.21649 2.83032 6.82882
threshold=1.0000000180025095e-35 44.959010830912909 76.139666142685968 9.5000000000000018 8.5000000000000018 38.500000000000007 4.7789487399860215 1.0000000180025095e-35 58.625691172850473 55.500000000000007 30.500000000000004 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 7 9 -9 10 -2 -12
right_child=6 3 5 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=-0.09578202479238096 0.16143785185621523 -0.047671087187125497 0.16222909462308685 -0.073742385549446385 0.15465496183016855 -0.056337799684034323 0 -0.065633166003069329 0.082046583692692091 0.15798999345739742 0 0.11217448888088764
leaf_weight=175.59415957191959 12.177577212452887 3.3958946121856597 4.3310675509273988 8.4405946768820268 9.3746356554329378 4.5798955447971821 10.049238979816435 5.6905066370964033 5.6258338093757629 66.156393475830555 10.174579717218878 15.310594417154787
leaf_count=5191 6 42 25 199 48 134 35 76 14 51 37 21
internal_value=0 -0.077332 -0.0887464 0.0125364 0.0852075 0.0274718 0.118583 0.127554 0 0.140609 0.104773 0.0698567
internal_weight=0 205.716 184.505 21.2111 12.7705 8.91096 125.185 115.135 11.3163 103.819 37.6628 25.4852
internal_count=5879 5639 5350 289 90 159 240 205 90 115 64 58
shrinkage=0.1


Tree=89
num_leaves=12
num_cat=0
split_feature=18 15 17 4 6 23 16 6 23 15 15
split_gain=264.598 19.9701 20.8717 13.1038 12.9683 18.6329 12.6623 11.9623 10.7835 7.20646 5.0593
threshold=1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 13.672973158744851 52.35813614083991 12.500000000000002 18.500000000000004 45.776543533071212 20.500000000000004 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 7 5 -5 -7 -4 10 -2 -6
right_child=1 -3 3 4 8 6 -8 -9 -10 -11 -12
leaf_value=-0.095551273776890502 -0.075168953592603185 -0.022055169801677058 0.10325238644178457 -0.018846686904990931 0.093949974998581987 0.027728966117242734 0.18298776946998699 -0.072163328141696612 0.041801490575437417 0.048341923129302126 0.17649594524608003
leaf_weight=154.4198126476258 8.552032798528673 13.912967469543217 7.499087702482937 15.052666105329989 23.591485321521759 14.578273519873621 13.499370746314524 7.6261148117482662 15.533707946538923 10.159640040248631 53.478873770684004
leaf_count=5465 25 37 13 34 39 27 31 69 28 33 78
internal_value=0 0.0820798 0.0918021 0.104194 0.114155 0.0600684 0.109492 0.00159796 0.137188 0 0.153821
internal_weight=0 183.484 169.571 150.86 135.734 43.1303 28.0776 15.1252 92.6041 18.7117 77.0704
internal_count=5879 414 377 319 237 92 58 82 145 58 117
shrinkage=0.1


Tree=90
num_leaves=17
num_cat=0
split_feature=21 18 19 2 2 11 15 1 5 6 14 9 1 5 8 12
split_gain=133.32 47.2476 13.4195 17.0697 8.84187 5.08353 4.98002 6.13552 7.46222 4.54833 4.68106 4.00468 3.91182 3.42887 3.18367 7.06262
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 55.500000000000007 24.500000000000004 70.424245849603565 2.5000000000000004 57.500000000000007 9.055769237330983 46.796488469137557 223775.00000000003 95.015512989501218 56.500000000000007 9.2992430341152197 0.40798873271226055 59500.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -3 13 -5 -8 -9 -1 11 -11 -6 -4 -14 -16
right_child=-2 4 5 6 12 -7 7 8 -10 10 -12 -13 14 -15 15 -17
leaf_value=0.0059443822537747762 -0.094401939321198489 0.080154078689462421 -0.021294847852568743 -0.025339121465249571 -0.067275962114589943 0.1451411137874582 0.0083855003195191912 0 0.17680879538782132 0.16950779400323823 0.03346515709125987 0.068231406954767801 -0.043210150161488728 0.034497690611836607 0.068018007185773013 -0.022376825344833956
leaf_weight=6.0810599178075782 94.875636191107333 8.0900815427303296 13.672563349828122 6.1258625090122214 19.077833563089371 3.7001070585101834 19.595441598445177 5.5729339867830259 7.5306358635425568 43.001264356076717 8.5636118203401548 12.507750213146208 18.839989148080349 28.339714124798775 12.849679689854382 23.523317605257034
leaf_count=15 4208 27 271 12 81 69 51 21 48 169 21 36 77 544 77 152
internal_value=0 0.0457546 0.0785334 0.0984144 -0.0133705 0.026766 0.0376213 0.0555268 0.110775 0.129211 0.137791 0.150287 -0.0262446 0.0115846 -0.00844813 0.00406425
internal_weight=0 237.072 154.691 108.979 82.3809 45.7124 38.8249 32.699 13.1036 70.1537 64.0726 55.509 74.2908 42.0123 55.213 36.373
internal_count=5879 1671 1257 373 414 884 132 120 69 241 226 205 387 815 306 229
shrinkage=0.1


Tree=91
num_leaves=14
num_cat=0
split_feature=21 2 2 2 7 5 0 16 2 16 2 10 2
split_gain=118.75 55.2786 52.677 43.8062 27.7142 23.6165 16.3816 12.7929 12.3575 10.5478 8.13087 8.77359 1.8827
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 9.1224711466797963 47.500000000000007 5.5000000000000009 102.50000000000001 9.5000000000000018 54.500000000000007 1.8822887863705351 45.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 -3 -7 -9 -6 11 -8 -13
right_child=1 2 3 5 9 7 10 8 -10 -11 -12 12 -14
leaf_value=-0.094442646648478346 -0.092088191689639082 -0.045540843325835911 -0.090260472752312679 -0.077764181501294424 0.12441309682380071 0.15306446868127621 -0.036677560365567692 0.094980412638929437 -0.067994198376020429 -0.044768166635848351 0.16795912550902498 0.13034166100374331 0.024793479922498932
leaf_weight=96.938758325763047 38.82063470967114 3.4437864748761049 27.22819575574249 7.8194359773769966 10.336044009774922 22.520133966580033 3.1906064301729229 11.445575323887171 6.6548201786354175 3.573130344040691 48.188951157033443 15.395398209802808 7.9260010393336406
leaf_count=1671 1220 72 2056 174 45 49 58 68 160 96 21 95 94
internal_value=0 0.0396552 0.0704703 0.0081453 -0.0464433 0.0675841 0.128263 0.100482 0.0240223 0.0665872 0.13895 0.078687 0.103037
internal_weight=0 206.543 153.813 75.6682 52.7298 48.44 78.1447 40.6205 18.1004 13.9092 74.701 26.512 23.3214
internal_count=5879 4208 2847 2507 1361 451 340 277 228 141 268 247 189
shrinkage=0.1


Tree=92
num_leaves=17
num_cat=0
split_feature=21 17 25 0 10 2 15 15 5 23 3 27 16 0 15 5
split_gain=121.109 30.2111 12.6859 11.4363 11.9612 11.0145 20.7675 16.9939 16.4996 8.67497 10.1517 12.3578 8.35408 8.81333 8.31759 10.4058
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 102.50000000000001 1.2943714342244503 70.500000000000014 1.5000000000000002 4.5000000000000009 7.4545925824451258 11.500000000000002 47480.678463855409 1.0000000180025095e-35 10.500000000000002 78.500000000000014 10.500000000000002 11.616364178576651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 -2 12 -8 -6 -11 -12 -7 -14 -4 -16
right_child=1 3 14 -5 9 7 8 -9 -10 10 11 -13 13 -15 15 -17
leaf_value=-0.094442646648478346 -0.034948593645974864 0.12982086004916313 -0.03660588271611042 -0.043722636487288857 -0.077398939908280798 -0.01022909056842853 0 -0.081239815787691474 0.12074175619270244 -0.0014932973419044719 0.21016529089076183 -0.0019217711664236933 0 0.19089833961857675 0 0.27992730915710567
leaf_weight=96.938758325763047 9.5458125416189414 9.0668051838874799 16.803790993988517 44.437005726620555 10.028996828943489 2.1725005684420493 11.945606142282484 10.204741936177014 85.242893352173269 14.658018718473615 5.699082985520362 2.0118872262537479 1.4474441576749066 7.5218671970069408 1.2285454617813223 2.1020712396129966
leaf_count=1671 133 134 317 1455 440 71 86 379 415 388 61 105 87 85 40 12
internal_value=0 0.0384685 0.0659568 -0.00663415 0.0282942 0.0776185 0.0908888 0.00190632 0.105304 0 0.0345294 0.128918 0.0959923 0.143997 0 0.134954
internal_weight=0 234.117 148.215 85.9018 41.4648 128.081 106.734 21.3466 97.1885 32.398 22.369 7.71097 11.1418 8.96931 20.1344 3.33062
internal_count=5879 4208 1625 2583 1128 1256 634 622 501 994 554 166 243 172 369 52
shrinkage=0.1


Tree=93
num_leaves=17
num_cat=0
split_feature=2 2 21 17 26 0 14 0 17 14 4 2 2 2 4 2
split_gain=179.242 50.7527 19.0808 17.1161 3.97985 3.57395 3.41366 2.94349 2.6509 2.24883 1.60949 0.951652 0.719947 0.538584 0.851883 0.415753
threshold=29.500000000000004 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 184.50000000000003 82322.368421052655 126.50000000000001 1.0000000180025095e-35 21500.000000000004 44.959010830912909 103.50000000000001 95.500000000000014 107.50000000000001 20.068483328124902 79.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 8 7 13 15 -1 -3 -11 -4 -9 14 -7 -5
right_child=2 9 3 5 -6 6 -8 12 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.031034405014437369 -0.094239842127946949 0 -0.082201024047970195 -0.00181233282946209 -0.074937960520640071 0 0 -0.058558906963775026 0.073616809330054364 0.14786110001161604 0.036110444531193241 0 0 0 0.10886488724107882 0.016407693225218886
leaf_weight=4.2860574871301651 87.414620054885745 2.9979398474097243 40.331673499196768 20.005562407895923 11.005170024931431 0.79733391385525632 9.4699644958600384 12.215173776261507 4.1297572162002325 74.678381949663162 6.2681464403867713 4.9057587329298249 3.1053343499079338 0.85668012686073769 6.6259839665144682 15.218856235966085
leaf_count=50 1453 13 1419 870 208 28 299 331 52 589 39 112 40 18 197 161
internal_value=0 0.103942 -0.0580599 -0.0284432 -0.0336595 0.000296813 0.0414437 -0.0101998 0 0.138157 0.141676 -0.0762488 -0.0475832 0.0883447 0.0971134 0.000387409
internal_weight=0 103.365 200.947 113.532 19.421 68.2949 17.75 50.5449 8.41581 83.9445 80.9465 45.2374 15.3205 8.28 7.42332 35.2244
internal_count=5879 951 4928 3475 310 1944 542 1402 102 641 628 1531 371 243 225 1031
shrinkage=0.1


Tree=94
num_leaves=17
num_cat=0
split_feature=21 17 2 28 2 1 1 23 16 15 16 15 1 9 15 16
split_gain=126.982 86.6121 35.6229 11.7458 10.5554 7.41046 16.9842 6.43238 10.94 4.18719 3.1064 3.91202 2.71967 1.97909 3.95599 1.86211
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 42.500000000000007 65.500000000000014 60.000000000000007 11.500000000000002 9.5000000000000018 3.5000000000000004 11.500000000000002 7.5000000000000009 73.500000000000014 33.102903986990803 7.5000000000000009 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -3 9 -9 -6 11 -11 -7 15 -15 -10
right_child=1 5 4 -5 7 12 -8 8 13 10 -12 -13 -14 14 -16 -17
leaf_value=-0.094545106343386878 0 -0.040725011974234629 -0.032544117911866982 0.14633832930047425 0.00394769060526405 -0.086711509918571697 0.265783082712097 0.12821522188033491 -0.059119513158462193 0.17305405357754447 0.2131279674734724 0 0 -8.5301963037582326e-05 0.07905975558725066 0
leaf_weight=98.725498088635504 7.376747725531458 13.829693698324261 16.220363765954971 67.666397992521524 6.3402145514264729 40.195068796165287 2.079615604132413 8.2207261351868492 9.1004313649609667 1.6279753344133476 5.8860727921128273 4.0834921225905418 1.9746434111148108 14.806395268999042 7.3858250360935918 2.6996165793389073
leaf_count=1671 56 444 84 471 98 2061 19 138 196 32 94 77 59 176 127 76
internal_value=0 0.0430019 0.0833769 0.133209 0.0317953 -0.058817 0 0.0524668 0.0246943 0.106685 0.145622 0.0410703 -0.0807581 0 0.0172518 -0.0334283
internal_weight=0 209.493 151.414 75.0431 76.3711 58.079 15.9093 60.1507 42.213 17.9378 11.5975 5.71147 42.1697 33.9923 22.1922 11.8
internal_count=5879 4208 1625 527 1098 2583 463 1014 713 301 203 109 2120 575 303 272
shrinkage=0.1


Tree=95
num_leaves=4
num_cat=0
split_feature=19 14 1
split_gain=362.897 0.701774 0.26766
threshold=1.0000000180025095e-35 288250.00000000006 5.5000000000000009
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.095410141783513466 0.062609048111726101 0.027861911029377281 0.13799683095821524
leaf_weight=178.17603647196665 10.746330656111239 5.5777261182665816 103.7408087849617
leaf_count=4995 73 36 775
internal_value=0 0.129461 0.132666
internal_weight=0 120.065 114.487
internal_count=5879 884 848
shrinkage=0.1


Tree=96
num_leaves=17
num_cat=0
split_feature=21 0 17 4 1 16 23 1 16 1 13 26 16 6 4 0
split_gain=121.237 42.9658 34.6217 26.1283 24.6192 18.6654 22.8405 19.9033 43.599 18.2601 11.2404 10.2966 9.21352 23.9797 7.61516 7.52522
threshold=1.0000000180025095e-35 60.500000000000007 1.0000000180025095e-35 11.84139218147857 28.500000000000004 1.5000000000000002 18.500000000000004 9.5000000000000018 17.500000000000004 9.5000000000000018 68.862898037898404 1.0000000180025095e-35 17.500000000000004 52.952934406955606 21.624872611360832 193.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 9 14 12 -8 -9 -3 -1 -12 13 -7 -5 -15
right_child=-2 2 3 5 -6 6 7 8 -10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.091624424867723223 -0.094415141478300491 -0.067481349770149274 -0.026514256124346654 0.073278206366201012 -0.092057247231586092 0.13932709177291766 0.16146867874782747 0.15124568213419914 -0.095454195343314258 0.12419498994656844 -0.042321070736308898 0.18103510467675643 0.18612281531106706 -0.084744333729827911 -0.080905724424327072 0.075945662792878676
leaf_weight=27.56519249919802 95.123677328228951 6.1583139291033158 17.34607772808522 4.7612391132861358 22.854931468144059 38.732852480374277 9.8965793550014478 11.541929070837798 18.873485153540969 14.263027616776526 3.4163263505324712 3.2147818366065621 34.155789074487984 7.4089069105684739 7.8124031266197562 4.043546718545258
leaf_count=435 4208 98 137 12 465 82 5 24 117 21 53 21 66 67 41 27
internal_value=0 0.0396292 0.0580433 0.0804265 -0.0172875 0.0954003 0.107295 0.0382542 0 0.0566085 -0.0610662 0.0358315 0.137925 0.10114 -0.00663052 -0.0105628
internal_weight=0 232.045 197.849 154.573 43.2763 137.227 124.653 40.312 30.4154 20.4213 34.1963 6.63111 84.3411 50.1853 12.5736 11.4525
internal_count=5879 1671 1162 578 584 441 388 146 141 119 509 74 242 176 53 94
shrinkage=0.1


Tree=97
num_leaves=17
num_cat=0
split_feature=21 2 2 27 15 23 13 17 23 12 4 0 12 14 4 12
split_gain=134.242 60.7921 23.9808 5.80115 4.45156 5.07882 4.00797 3.13065 2.87141 3.44935 2.46735 3.31529 2.15667 2.14558 4.36517 2.97258
threshold=1.0000000180025095e-35 56.500000000000007 76.500000000000014 1.0000000180025095e-35 10.500000000000002 16.500000000000004 64.136485002417615 1.0000000180025095e-35 16.500000000000004 40750.000000000007 44.959010830912909 236.50000000000003 94219.537815126067 35225.000000000007 13.672973158744851 159543.75000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 10 -6 -2 13 9 -5 11 -3 -9 -4 -15 -16
right_child=1 2 7 8 5 -7 -8 12 -10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.094478663985575181 -0.048347143067845245 0.12951107743545545 0 0 0.086564576714088168 0 0.0094788296866617112 -0.04431549290564496 0 0.12836812967493347 0.0018435895385198004 0.025602903176728409 0.0085497303965439957 0 0.20744167841378613 0
leaf_weight=97.552515894174576 56.143846254330128 78.686452286317945 3.1458923900499931 2.1826788280159217 14.100054619833829 8.9322718326002342 8.3788642976433021 12.513633609749379 7.2442812751978636 4.4543583383783698 5.2320552244782439 8.3366645053029043 8.8294636625796539 5.8273568442091328 2.8564266441389923 1.0128034204244611
leaf_count=1671 1247 1478 29 35 252 86 219 142 74 126 81 159 135 65 68 12
internal_value=0 0.0456375 0.0833511 -0.0237132 0.10528 0.0488086 -0.0377413 0.00355424 0.0270979 0.0765645 0.117213 0.121853 -0.0130841 0.0467637 0.0714776 0.155195
internal_weight=0 227.877 149.473 78.404 115.287 23.0323 64.5227 34.1856 13.8813 6.63704 92.2552 87.0231 21.3431 12.8425 9.69659 3.86923
internal_count=5879 4208 2507 1701 2056 338 1466 451 235 161 1718 1637 277 174 145 80
shrinkage=0.1


Tree=98
num_leaves=17
num_cat=0
split_feature=27 21 17 21 17 2 14 2 2 14 2 2 0 10 2 2
split_gain=160.025 44.4509 25.5394 7.69622 9.96535 7.31265 4.43973 2.57557 2.51521 1.88103 1.21511 1.6218 2.53591 2.33789 1.64211 1.16372
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 89.500000000000014 79883.095238095251 75.500000000000014 85.500000000000014 116250.00000000001 26.500000000000004 42.500000000000007 222.50000000000003 4.6664215947411405 106.00000000000001 76.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 -1 -5 9 -6 -3 -9 15 -8 -12 13 -13 -15 -4
right_child=1 2 5 4 6 -7 10 8 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.094068487172827661 -0.083706141019657052 -0.041297982958941382 0.089468987127926058 -0.083274262336818949 -0.043766449176892999 0 0.1394557994091041 0.07548153068312996 -0.0030165640842736239 0.13365839035862723 -0.018001239314408172 0 -0.0011175456466896092 0.16605604185300488 0 0
leaf_weight=82.408515877090394 15.31646957900375 12.496046883985402 58.997931495308876 36.165529436431825 20.92065118253231 3.0861565619707099 0.95298822224140423 5.3198905847966662 2.0649713864549994 56.975865947082639 9.258837144821884 5.2621488841250521 3.490647259168326 2.8488663099706173 2.3082655305042863 1.4396620001643885
leaf_count=1537 134 649 749 867 430 55 24 65 44 714 354 79 28 73 56 21
internal_value=0 0.0714426 0.0897937 -0.0701711 -0.0434599 0.107269 -0.00705626 -0.00607302 0.0264759 0.111498 0.0164991 0.00281781 0.0310396 0.0609892 0.109765 0.0873011
internal_weight=0 155.697 140.381 163.616 81.2079 120.5 45.0424 19.8809 7.38486 117.413 24.1218 23.1688 13.9099 10.4193 5.15713 60.4376
internal_count=5879 2431 2297 3448 1911 1539 1044 758 109 1484 614 590 236 208 129 770
shrinkage=0.1


Tree=99
num_leaves=14
num_cat=0
split_feature=17 18 25 5 7 12 26 29 8 16 29 2 7
split_gain=101.369 41.7955 40.4326 32.6714 28.612 20.867 19.007 20.4162 14.5549 12.7242 8.8687 6.56042 6.53318
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.2147149179618086 10.356226066015651 14075.000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.33225066029187555 20.500000000000004 1.0000000180025095e-35 109.50000000000001 11.761117864540958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 -3 10 7 -2 -6 11 -5 12 -10
right_child=1 2 -4 5 8 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.094661751839162825 -0.083017571110191979 -0.0758874951085559 -0.083839796540334049 -0.029544014202624442 0 -0.09295018879828669 0.12646764753402459 0.13283283612512536 0.18200922528086422 0.033169589976347023 0.144410241501397 0.056674679468272419 0.088625531751401115
leaf_weight=86.099005253054202 13.81897668214515 8.5458046793937665 14.310860350728033 2.9066415699198824 12.894211938604711 48.88441037107259 18.340647459030151 6.2151653850451103 40.010093804448843 21.521512387320399 5.8273840993642807 16.666846912354231 22.420359708368778
leaf_count=2451 672 81 107 89 31 2235 55 18 28 31 6 32 43
internal_value=0 0.0323234 0.0682047 -0.0165688 0.0876682 -0.0657455 0.0520618 -0.00608144 0.101742 0.114562 0.0636427 0.134182 0.151673
internal_weight=0 232.363 136.37 95.9932 122.059 57.6184 38.3748 20.0341 113.513 100.619 8.73403 79.0973 62.4305
internal_count=5879 3428 353 3075 246 2330 745 690 165 134 95 103 71
shrinkage=0.1


Tree=100
num_leaves=17
num_cat=0
split_feature=2 1 2 1 10 2 23 8 2 16 1 15 5 1 23 6
split_gain=97.8529 47.6398 33.6526 22.2778 15.716 12.7993 17.92 12.4073 11.2895 9.41147 11.2105 9.33988 12.5284 22.4862 8.71112 8.28995
threshold=107.50000000000001 29.500000000000004 112.50000000000001 13.500000000000002 1.6573090574651252 123.50000000000001 18.500000000000004 0.063125589894556675 82.500000000000014 14.500000000000002 14.500000000000002 3.5000000000000004 11.240199629442701 40.500000000000007 2.5000000000000004 43.322879304110707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -2 14 7 -7 -1 -5 -11 -6 13 -13 -4 -3
right_child=2 15 5 9 11 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.084575132822273413 -0.011668014586085197 0.019536789647116026 0.06954637100949794 0.12262923964980176 0.15276565349290194 0.17372843697553142 0.1200242942143399 -0.081960807525089538 0.12012327498763886 0.21306907550585757 -0.073957712916816701 0.10673821772474512 0.13502728459709393 -0.084351921620131665 -0.091033307796780066 -0.082956868070947418
leaf_weight=15.650305022485556 8.1918351268395764 5.1038294760510317 2.7041254704818156 22.745823807083074 40.658114450052381 1.9453314132988477 14.967211581766604 11.610318251885472 2.5821280842646948 1.7740430682897557 5.7711354224011302 13.513084039092066 18.485075391829014 10.653363639488814 18.459690394811332 130.07199262455106
leaf_count=323 60 87 11 133 59 5 59 111 19 4 139 16 56 103 138 4556
internal_value=0 -0.0466198 0.0640671 0.0355915 0.100056 0 0.0414684 -0.0305281 -0.0446265 0.0904716 0 0.113441 0.0712687 0.0142316 -0.0610751 -0.0776089
internal_weight=0 183.699 141.188 48.5234 91.5015 49.6867 28.5229 13.5556 18.2324 30.291 7.54518 83.3096 42.6515 24.1664 21.1638 135.176
internal_count=5879 5261 618 618 294 324 175 116 342 276 143 234 175 119 149 4643
shrinkage=0.1


Tree=101
num_leaves=17
num_cat=0
split_feature=17 19 1 1 1 2 2 6 3 15 7 2 3 23 9 7
split_gain=130.251 19.2679 18.5873 25.8499 70.543 16.8154 24.1066 12.995 12.5565 21.0105 11.3708 10.1504 11.4247 11.1522 10.1487 8.99307
threshold=1.0000000180025095e-35 1.0000000180025095e-35 57.500000000000007 56.500000000000007 2.5000000000000004 107.50000000000001 52.500000000000007 44.700653465636357 15730.011659498301 10.500000000000002 15.453764320283351 35.500000000000007 39201.453057365048 10.500000000000002 67.446432047963796 16.461778588663801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 6 10 -6 9 -2 11 12 -5 -13 -1 -4
right_child=8 -3 15 5 7 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0 -0.053072708280187481 -0.078111125741619603 -0.084732004157945198 -0.066634972408427445 0.058876123853281205 0.16646939011261597 -0.036513542782243773 -0.095779673470537688 -0.094751054475927327 0.33002199735980675 -0.048504105883938775 0.038271152307467381 0.088818950998000995 0.16236920571703903 0.15597569915659937 0.076040006279149697
leaf_weight=6.7493506455794003 4.3948425957933059 10.596456581726668 13.472611954435708 6.3257863409817245 4.7414725422859183 27.365468055941164 15.590395512990652 35.32224240899086 108.18562097055838 1.8640927402302621 3.4935972336679688 15.202042896300552 12.562499504536389 34.097372892312706 24.982397199608386 3.4896114226430646
leaf_count=59 124 580 228 164 17 50 219 719 3274 30 46 40 150 77 76 26
internal_value=0 0.0459342 0.0533791 0.0629355 0.0125941 0.0927206 0.0673061 -0.0724893 -0.0862318 0.0291011 0.0926738 0.102837 0.0261785 0.128155 0.126315 -0.0398773
internal_weight=0 213.991 203.395 186.433 71.7955 114.637 87.2717 40.0637 114.445 6.25894 71.6813 68.1877 18.8883 49.2994 31.7317 16.9622
internal_count=5879 2451 1871 1617 871 746 696 736 3428 154 477 431 314 117 135 254
shrinkage=0.1


Tree=102
num_leaves=17
num_cat=0
split_feature=2 2 17 1 7 18 2 5 4 27 2 2 19 11 2 10
split_gain=85.8038 31.6105 18.9274 17.1626 7.06693 5.82118 7.3444 8.81161 15.2921 6.27747 5.35872 8.73445 7.86391 8.66697 4.94441 4.64255
threshold=82.500000000000014 110.50000000000001 1.0000000180025095e-35 57.500000000000007 12.967103295974201 1.0000000180025095e-35 107.50000000000001 8.9446236476963144 16.598065829242646 1.0000000180025095e-35 75.500000000000014 38.500000000000007 1.0000000180025095e-35 15.816627500030302 114.50000000000001 5.7595764856834561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 10 9 -7 -8 -9 -4 11 -5 13 -13 -3 -16
right_child=1 14 5 4 -6 6 7 8 -10 -11 -12 12 -14 -15 15 -17
leaf_value=-0.075990070883713137 0 -0.069457093227835456 0.16963820867948753 -0.02755785334295582 -0.049709629232595871 0 0.20346531327847669 0 0.12152986129318594 0 -0.053229750939135984 0.0035534018630223765 -0.051168191322161452 0.12359944417338163 -0.012578334929558985 0.065760840765799231
leaf_weight=79.368374693673104 20.308719391003251 10.515274884179233 27.619768815115098 18.799648153595626 32.200036640278995 7.1006840728223315 8.4903880283236486 18.050609692931175 24.559314861893654 3.3317415956407777 11.052185298874972 15.288629518821837 4.233652493916451 16.456452945247293 21.633328755386177 10.238182521425186
leaf_count=2367 144 49 161 486 950 21 33 31 75 67 601 152 177 285 199 81
internal_value=0 0.0613079 0.089881 -0.0409593 -0.0105593 0.109736 0.0828744 0.0962278 0.0701707 0.15379 0.00555543 0.0210635 0.0520226 0.0720785 -0.00776658 0.00631777
internal_weight=0 151.848 109.461 177.399 98.0306 89.1525 58.201 51.1003 42.6099 30.9515 65.8306 54.7784 35.9787 31.7451 42.3868 31.8715
internal_count=5879 861 532 5018 2651 388 160 139 106 228 1701 1100 614 437 329 280
shrinkage=0.1


Tree=103
num_leaves=13
num_cat=0
split_feature=22 6 6 0 1 1 10 9 23 2 6 6
split_gain=237.63 20.5715 15.1746 10.8214 9.78616 9.76237 8.54367 19.5736 4.60328 11.9084 0.378896 3.60189
threshold=1.0000000180025095e-35 44.700653465636357 76.139666142685968 108.50000000000001 40.500000000000007 41.500000000000007 5.5837661271843411 28.467077296360952 1.5000000000000002 26.500000000000004 52.35813614083991 45.776543533071212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -2 -4 10 -8 -1 -10 11 -6
right_child=4 2 5 -5 6 -7 7 -9 9 -11 -12 -13
leaf_value=0.17274845052565413 0 -0.095215908879533517 0.13971991658563387 -0.071638496905428659 0.1298433264598311 -0.054308865547863364 0.11138382228556876 -0.089250459182522293 0.15667752668213936 -0.065650142755539181 0.13764429843911935 0.028334369881513079
leaf_weight=3.8819207623600986 11.783191923052071 156.29529003193602 4.555709742009638 7.7159214233979574 12.828179787844421 4.413398421369493 13.805287754163148 6.560320956632494 3.9851088374853116 5.1288300417363644 67.642922505736351 13.762035548686979
leaf_count=3 34 5287 29 119 11 130 20 49 2 69 78 48
internal_value=0 -0.0757057 -0.0876472 0.00993174 0.101949 0.021968 0.110979 0.0369432 0.0737361 0.00964075 0.124859 0.0848205
internal_weight=0 185.976 165.264 20.7118 126.382 8.96911 114.599 20.3656 12.9959 9.11394 94.2331 26.5902
internal_count=5879 5639 5446 193 240 159 206 69 74 71 137 59
shrinkage=0.1


Tree=104
num_leaves=14
num_cat=0
split_feature=18 15 17 4 10 15 7 23 13 15 15 15 15
split_gain=217.536 15.3076 14.9414 9.14955 11.1404 10.0716 5.98703 5.21402 4.14443 5.15887 21.9436 6.24401 4.55598
threshold=1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 13.672973158744851 0.58486150774304868 2.5000000000000004 11.057769710636451 7.5000000000000009 13.719303861978602 4.5000000000000009 1.5000000000000002 6.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2 -6 -9 10 -10 -11 -13
right_child=1 -3 3 4 7 -7 -8 8 9 11 -12 12 -14
leaf_value=-0.095003594379111669 0.041899374623902912 -0.020512742313312186 0.090716266787498973 0.010540864576180822 0.039251393671574653 -0.070841155097746383 -0.073154236060791356 0.16572274020899916 0.14476939043617199 0.18154898425885388 -0.041283344898907115 0.051363411989878566 0.15302784722109689
leaf_weight=137.08656016038731 10.539446584880354 13.560158509761093 7.8737473264336568 18.019104715436697 17.895423855632544 7.158245487138629 7.7300573308020821 26.791590679436922 11.68557630479336 17.049600124359131 11.438111238181589 27.147352669388056 10.54754915460944
leaf_count=5465 20 37 16 31 37 66 38 31 17 22 25 57 17
internal_value=0 0.070744 0.07901 0.0890827 0.0971347 0.000490637 0 0.108236 0.118123 0.0991792 0.0440979 0.118795 0.0851111
internal_weight=0 187.436 173.876 155.606 140.574 15.032 18.2695 122.555 104.66 77.8682 23.1237 54.7445 37.6949
internal_count=5879 414 377 319 237 82 58 206 169 138 42 96 74
shrinkage=0.1


Tree=105
num_leaves=17
num_cat=0
split_feature=21 18 2 2 2 9 11 11 2 16 16 12 0 6 2 6
split_gain=115.605 37.392 7.09693 5.85476 6.69782 3.81438 4.12504 7.88202 5.01601 3.544 3.15416 3.27562 3.22565 4.49775 2.53682 2.31468
threshold=1.0000000180025095e-35 1.0000000180025095e-35 18.000000000000004 14.500000000000002 18.000000000000004 96.935467488050008 6.9189596546447865 8.9194045682486518 74.500000000000014 14.500000000000002 14.500000000000002 33900.000000000007 68.500000000000014 51.765068703083806 24.500000000000004 55.712527789714493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 9 -8 14 -6 11 -4 -12 -14 -9 -16
right_child=-2 2 10 4 5 -7 7 8 -10 -11 12 -13 13 -15 15 -17
leaf_value=-0.020088359010021831 -0.093810400547849129 0.085880620532853391 0.079832041893895367 0.11829265749869355 0.043173567271428334 0 -0.020954217920860205 0 0.0079315371991640782 0.14985675262312964 0 -0.011028077450493435 0 -0.075399863617645654 0.032804304468991907 0.1011716575772471
leaf_weight=3.4222771711647502 84.359527484979481 6.1592930555343619 4.6461464576423195 36.085024401545525 13.160391008481385 3.8017010558396569 10.368586808443068 2.213576413691043 21.742375057190657 13.466621130704878 11.783967575058339 25.864483624696732 6.0810457915067699 25.354857165366411 17.941057773306966 34.038412133231759
leaf_count=12 4208 20 29 154 141 27 96 6 133 145 71 146 33 115 170 373
internal_value=0 0.0424229 -0.0110918 0.0710653 0.0744141 0.0591384 0.0628717 0.0476723 0.0596742 0.104632 -0.0219026 0 -0.0393469 -0.056166 0.0767466 0.0814181
internal_weight=0 236.13 79.8898 156.24 152.818 116.733 112.931 86.304 75.9354 26.627 73.7305 30.5106 43.2199 31.4359 54.193 51.9795
internal_count=5879 1671 414 1257 1245 1091 1064 778 682 286 394 175 219 148 549 543
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=21 2 2 2 7 5 2 16 23 23 6 23 23 23
split_gain=101.538 44.2318 40.6447 35.9975 23.6843 18.7398 13.6863 9.85671 10.8186 8.48701 8.04728 6.68159 5.38025 5.37454
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 9.1224711466797963 54.500000000000007 5.5000000000000009 16.500000000000004 8.5000000000000018 52.952934406955606 17.500000000000004 13.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 10 -7 -9 -6 -3 12 13 -12
right_child=1 2 3 5 9 7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.093866674035843645 -0.091106897783698737 -0.051474573959345071 -0.088982961085507004 -0.07489422211012435 0.10888712305242194 0.13510570216385925 0.15067369529279867 -0.068066506930032369 0.086268603645907493 -0.042330051664361351 0.094214321733353229 -0.026706532067341193 0.13629008308435578 -0.051972722792111063
leaf_weight=86.515708507504314 34.62780581926927 4.2501499811187413 24.37782534584403 7.151385490782558 10.476117220707236 22.414016464725137 46.901136443018913 6.4460801179520812 11.432304305024443 3.4347159136086693 4.9357986142858898 2.6012960141524664 14.248351024463773 3.8547890540212393
leaf_count=1671 1220 87 2056 174 51 49 25 139 89 90 19 64 47 98
internal_value=0 0.0359983 0.0636313 0.00656255 -0.0444905 0.0598676 0.114405 0.088745 0.0194471 0.057187 0.0508102 0.0755575 0.0957765 0.00738013
internal_weight=0 197.152 148.613 71.8216 48.5386 47.4438 76.7915 40.2924 17.8784 13.9108 29.8904 25.6402 23.0389 8.79059
internal_count=5879 4208 2847 2507 1361 451 340 277 228 141 315 228 164 117
shrinkage=0.1


Tree=107
num_leaves=17
num_cat=0
split_feature=21 2 2 2 2 26 15 2 2 15 28 2 4 16 16 5
split_gain=102.313 24.7899 37.4885 20.0697 7.86159 27.2429 26.3982 12.8752 22.185 13.741 10.7774 8.0432 7.83746 6.59936 6.44874 6.27211
threshold=1.0000000180025095e-35 40.500000000000007 31.500000000000004 16.000000000000004 80.500000000000014 1.0000000180025095e-35 4.5000000000000009 70.500000000000014 58.500000000000007 9.5000000000000018 1.0000000180025095e-35 82.500000000000014 44.959010830912909 12.500000000000002 16.500000000000004 25.4048231571815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 13 8 9 -3 -11 -8 -5 -6 -10 -9
right_child=1 4 -4 12 5 -7 11 15 14 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.093866674035843645 0.077612114675169597 -0.070602775476656818 0.097637329207637166 -0.089396114281503403 0 -0.082027264997487581 0.2061545562279147 -0.090333543088427934 0 -0.048116715448228695 0.13028804866015686 -0.073248770832814489 0.082994260102200831 0.22556078544938918 0.2936830779752167 0.030763887529162672
leaf_weight=86.515708507504314 13.452697560191153 20.552596335299313 91.750723950564861 24.351617872715 2.8918668851256397 11.23345075547695 1.0085194166749696 27.124440701678399 2.6316834846511474 3.6102438243105981 8.4197593051940203 7.4037439040839672 1.7618980119004835 11.148509493097661 3.2703016148880124 2.3611222226172677
leaf_count=1671 43 274 134 1123 39 191 6 1900 37 49 34 144 60 58 17 99
internal_value=0 0.033464 0.0622271 -0.0148362 -0.00172612 0.0355378 0.103256 -0.0231337 0.0105393 -0.0161985 0.0601394 -0.0160006 -0.0701135 0.18894 0.192002 -0.0738601
internal_weight=0 232.973 131.317 39.5662 101.656 33.6861 22.4526 67.9701 38.4846 32.5826 12.03 8.41226 26.1135 14.0404 5.90199 29.4856
internal_count=5879 4208 1360 1226 2848 438 247 2410 411 357 83 150 1183 97 54 1999
shrinkage=0.1


Tree=108
num_leaves=17
num_cat=0
split_feature=2 21 21 17 2 0 13 17 14 0 6 1 4 2 6 10
split_gain=143.923 41.6246 18.9848 15.4636 10.4154 2.80596 2.91415 2.70587 2.65995 2.48836 1.8449 1.62158 1.1376 1.00087 0.99532 0.737393
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 184.50000000000003 50.830805860297907 1.0000000180025095e-35 20500.000000000004 126.50000000000001 44.700653465636357 44.500000000000007 5.9946496932798352 103.50000000000001 51.765068703083806 0.46862664996662456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 13 7 9 12 -3 -6 -5 -10 -12 -7 -4 -14 -11
right_child=2 4 3 5 8 6 -8 -9 10 15 11 -13 14 -15 -16 -17
leaf_value=-0.08263772254476405 -0.093642901945330204 -0.03674490632116275 -0.080265584088769576 0.0013416575242107744 0 0 0 0.069229162285335932 0.0062418712797651359 0 0.031853826034948358 0.14384811140670598 0 0 0.08978446566825099 -0.050961508319196991
leaf_weight=10.597804872319101 78.119242361281067 4.657681309618054 36.338148280978203 34.733680290170014 2.5761904418468466 1.5885596312582517 5.0462816609069696 4.3336813412606716 4.3801358416676512 0.78363174572586913 6.1359908655285826 66.654150597751141 2.0988838057965031 4.7365537830628446 9.3803467787802202 13.564019934274254
leaf_count=218 1453 51 1419 1031 10 43 142 48 25 12 38 561 73 112 284 359
internal_value=0 0.093925 -0.0550456 -0.0253514 0.117263 0.00132979 0.037259 0 0.128869 -0.00785947 0.132311 0.137152 0.0644542 -0.0738645 0.0756324 -0.04406
internal_weight=0 99.3356 186.389 108.27 88.7378 67.1954 18.1141 8.99136 79.7465 49.0813 77.1703 72.7901 13.0678 41.0747 11.4792 14.3477
internal_count=5879 951 4928 3475 733 1944 542 99 634 1402 624 599 400 1531 357 371
shrinkage=0.1


Tree=109
num_leaves=17
num_cat=0
split_feature=21 17 2 28 2 1 1 1 9 0 14 6 6 0 1 3
split_gain=109.883 69.2989 27.4642 9.35564 8.69906 6.89171 13.4479 2.62672 2.52489 3.11403 1.81909 2.45438 1.75823 1.92737 2.67531 3.42844
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 1.0000000180025095e-35 42.500000000000007 65.500000000000014 60.000000000000007 73.500000000000014 28.467077296360952 59.500000000000007 54232.500000000007 48.990588878732503 54.077669662933552 224.50000000000003 57.500000000000007 23866.954740549303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -3 -7 -6 -10 12 -12 13 14 15 -11
right_child=1 5 4 -5 8 7 -8 -9 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.093965891230084697 0 -0.036598906750753599 -0.02934782870689856 0.13246602092845547 0 -0.085216879747155944 0.23792490799135871 0 0.0082904805141432586 0 0 0.12325826470484409 0 0 0 0.17410304757856343
leaf_weight=88.106064881663769 7.3549709264188996 12.916532238945363 15.504673332907258 65.339574402198195 11.405516611412166 36.138806603848934 2.0699800848960868 1.9463703660294402 16.818252318538725 2.5514997504651529 3.5209909789264229 15.106538589112459 1.9712544362992037 3.7590194186195722 2.10103181283921 3.5724108666181564
leaf_count=1671 56 444 84 471 275 2061 19 59 266 22 41 291 23 29 17 50
internal_value=0 0.0398492 0.075378 0.120353 0.029916 -0.0561378 0 -0.078747 0.0483132 0.0581736 0.0777897 0.104896 0.0272899 0.0483155 0.0757931 0.109928
internal_weight=0 202.077 149.006 72.6945 76.3112 53.0717 14.9865 38.0852 60.8065 49.401 32.5827 18.6275 13.9552 11.984 8.22494 6.12391
internal_count=5879 4208 1625 527 1098 2583 463 2120 1014 739 473 332 141 118 89 72
shrinkage=0.1


Tree=110
num_leaves=3
num_cat=0
split_feature=19 3
split_gain=296.616 0.515689
threshold=1.0000000180025095e-35 85364.213891734325
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.094943207961982079 0.11753219392075609 0.026705466170784571
leaf_weight=158.76247267797589 111.6591077670455 6.4729617089033118
leaf_count=4995 842 42
internal_value=0 0.114247
internal_weight=0 118.132
internal_count=5879 884
shrinkage=0.1


Tree=111
num_leaves=17
num_cat=0
split_feature=21 0 17 1 4 11 1 16 15 23 13 2 8 23 23 0
split_gain=102.747 34.2186 26.7142 21.0726 20.3839 15.3605 14.4148 12.8669 11.8053 10.2649 10.0507 8.52553 6.40106 11.0616 7.89186 6.2217
threshold=1.0000000180025095e-35 60.500000000000007 1.0000000180025095e-35 28.500000000000004 11.84139218147857 2.6866448676440107 9.5000000000000018 1.5000000000000002 2.5000000000000004 10.500000000000002 68.862898037898404 113.50000000000001 0.40798873271226055 1.5000000000000002 8.5000000000000018 206.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 -4 9 -3 15 -9 -6 -1 -12 -10 -14 -15 -7
right_child=-2 2 4 -5 5 7 -8 8 12 -11 11 -13 13 14 -16 -17
leaf_value=-0.090406012529608393 -0.093822927060895928 -0.064010188654472111 -0.024548001098751826 -0.090920221776155719 0.070045057493141882 -0.074351075043995338 0.10955465171688697 0 0.16465241398624383 -0.076881102395959577 -0.040500443262375951 0.15896340806707535 0 0.20875038933382375 0.085343046226369901 0.080160246832529591
leaf_weight=24.808069443330172 84.576659262180328 5.6563814440742144 16.876789792440832 20.803417379036546 9.9811311373487133 6.093787635676561 14.279381536878645 9.144954387098549 30.78815224673599 9.08154483232647 3.4657815182581535 3.3703522440046072 8.4187252512201649 9.4229755084961635 51.490274634212255 4.4400188094004989
leaf_count=435 4208 98 137 465 15 39 21 35 51 72 70 4 14 30 178 7
internal_value=0 0.0352197 0.0513116 -0.016916 0.0704421 0.0834257 0.0502867 0.0966929 0.106904 0 -0.0583804 0.0286117 0.116839 0.0927252 0.107714 0
internal_weight=0 228.122 196.478 40.7392 155.738 138.862 19.9358 119.799 109.265 19.0627 31.6442 6.83613 100.12 69.332 60.9133 10.5338
internal_count=5879 1671 1162 584 578 441 119 354 308 87 509 74 273 222 208 46
shrinkage=0.1


Tree=112
num_leaves=17
num_cat=0
split_feature=21 2 2 11 2 16 1 0 28 12 5 5 27 2 12 15
split_gain=116.021 46.2874 18.8924 4.95767 3.45939 4.50173 5.14434 6.47957 3.92183 2.72597 2.7192 2.26606 1.79454 1.75544 3.6415 2.61866
threshold=1.0000000180025095e-35 74.500000000000014 76.500000000000014 27.239266984493689 40.500000000000007 16.500000000000004 64.500000000000014 208.50000000000003 1.0000000180025095e-35 59500.000000000007 8.1143846357403877 16.461786866040004 1.0000000180025095e-35 75.500000000000014 212500.00000000003 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 12 8 6 7 -6 10 -4 -5 -11 -2 15 -15 -3
right_child=1 2 9 4 5 -7 -8 -9 -10 11 -12 -13 -14 14 -16 -17
leaf_value=-0.093901579368707605 -0.044204896821019628 0.12651361894463597 -0.0205298641785778 0 0.25550304439701005 0 0 0 -0.048753764815029584 0.059615288011808265 0.12627595318131701 0 0 0.079927586195729872 0 0.048521267242734679
leaf_weight=87.062392277643085 42.949564125854522 53.406073808670044 14.433749789372085 3.8841840978711888 3.0444528535008413 5.4305922379717231 3.1396147198975086 0.99244815483689297 12.312196998856962 12.531544343568386 2.3936902368441224 6.7699009831994763 8.8136712964624149 34.06800689175725 7.5182773526757947 14.81805022805929
leaf_count=1671 957 680 154 28 63 69 50 13 435 227 41 70 138 862 277 144
internal_value=0 0.0418338 0.0764492 -0.0156525 0.0112106 0.0545325 0.107224 0.182159 -0.00742081 0.00455538 0.041815 0.033666 -0.0357026 0.0967164 0.0660138 0.112503
internal_weight=0 226.506 143.546 82.9604 31.1972 12.6071 7.17652 4.0369 18.5901 33.7352 6.27787 19.3014 51.7632 109.81 41.5863 68.2241
internal_count=5879 4208 2414 1794 699 195 126 76 504 451 69 297 1095 1963 1139 824
shrinkage=0.1


Tree=113
num_leaves=17
num_cat=0
split_feature=27 21 17 21 17 2 14 1 2 2 2 2 0 6 12 2
split_gain=129.728 34.9901 19.3313 8.11412 9.58188 6.00933 3.62093 2.59334 1.95576 1.96833 1.75104 1.36477 2.17725 1.59859 1.33138 1.13704
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 89.500000000000014 79883.095238095251 73.500000000000014 75.500000000000014 85.500000000000014 21.500000000000004 42.500000000000007 222.50000000000003 45.776543533071212 57000.000000000007 75.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 -1 -5 7 -6 14 -3 -10 -8 -12 13 -13 15 -4
right_child=1 2 5 4 6 -7 10 -9 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.093453424246159517 -0.081954787711992758 -0.037862639238725931 0 -0.081401055667159744 -0.039563512019151204 0 0.16810526038807849 0 0.064546194497576648 -0.00048537583357776142 -0.01634983603815068 0 0 0.073008677866482671 0.10998998209590694 0.069693103847016047
leaf_weight=73.580229319632053 13.80902885366231 11.817841180600228 4.2282668482512262 32.454521659296006 19.473180937580764 3.0973071660846463 0.84367212653160351 1.4906335622072209 5.465971276164054 2.0146724479272962 9.0710476236417907 1.5022868234664191 3.4081808961927882 9.2111976854503137 86.685042213648558 26.334715966135263
leaf_count=1537 134 649 81 867 430 55 18 42 65 44 360 10 28 198 1064 297
internal_value=0 0.063048 0.0786512 -0.0675031 -0.0397369 0.0935341 -0.00406667 0.0973804 -0.00495505 0.0203226 0.0163787 0.0022445 0.0283373 0.0555941 0.0991195 0.0617506
internal_weight=0 154.943 141.134 149.544 75.9641 121.836 43.5096 118.739 19.2985 7.48064 24.0364 23.1927 14.1217 10.7135 117.248 30.563
internal_count=5879 2431 2297 3448 1911 1539 1044 1484 758 109 614 596 236 208 1442 378
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=17 18 25 5 7 12 4 23 5 23 6 15 8 13
split_gain=86.6045 32.1015 32.035 27.1027 22.4215 17.9007 14.6583 13.4346 44.9927 12.9621 12.0249 6.80038 2.52985 0.400913
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.2147149179618086 10.356226066015651 14075.000000000002 19.673123849308855 1.5000000000000002 10.882618857578201 1.0000000180025095e-35 53.085710592433905 10.500000000000002 0.74067811304134656 41.904781546694359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 -3 11 9 -6 10 -2 -9 -5 -12 -14
right_child=1 2 -4 5 7 -7 -8 8 -10 -11 12 -13 13 -15
leaf_value=-0.094034649362205291 0.10008777711353212 -0.073537489435811121 -0.082131416078900232 -0.031305684019769298 0.16646207966683138 -0.092076369124227564 0.1065276459656882 0.00043683410104336051 -0.089478071553011296 -0.08013928439548626 0.05828910746824835 0.12088262148272129 0.16816378655363001 0.099229236124975098
leaf_weight=76.844363486859947 5.5820818617939976 7.8892897777259341 13.047321567311881 2.6069337585940939 21.561721373349428 43.543012029957026 19.746611786540598 14.301482677459715 14.056505201384423 11.786345981992779 17.104109149426222 6.1407445464283228 21.108713641762733 27.239963311702013
leaf_count=2451 14 81 107 76 18 2235 133 36 45 598 23 19 8 35
internal_value=0 0.0288177 0.0596839 -0.0160065 0.0763161 -0.0640379 0.0462807 0.0882951 0.0681991 -0.0107118 0.0984946 0.0526876 0.116868 0.133458
internal_weight=0 225.715 136.309 89.4057 123.262 52.2907 37.115 115.372 93.8108 17.3684 79.7543 8.74768 65.4528 48.3487
internal_count=5879 3428 353 3075 246 2330 745 165 147 612 102 95 66 43
shrinkage=0.1


Tree=115
num_leaves=17
num_cat=0
split_feature=2 1 1 2 1 1 10 6 0 7 9 11 14 18 23 23
split_gain=77.9559 42.5783 78.8761 26.0829 20.9778 17.3163 12.618 10.7196 10.5388 9.67048 8.85927 11.412 7.89561 5.8008 12.7908 5.74156
threshold=107.50000000000001 56.500000000000007 55.500000000000007 112.50000000000001 29.500000000000004 13.500000000000002 1.6573090574651252 43.322879304110707 209.50000000000003 17.528622330717052 72.821628801248423 44.849692702055002 105836.02941176471 1.0000000180025095e-35 14.500000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 9 -2 -3 10 -1 11 -5 -7 14 -8 -10
right_child=3 7 -4 8 -6 12 13 -9 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.082958196936133197 -0.011508872656528253 0.035920558348167944 0.65876154995891245 0.091874586061486629 -0.087089055622359079 0.10817969853240053 0.099203691318853982 -0.09427513572541317 0 0.10016051091160057 -0.08665029864270378 -0.072403093015035933 0 0.12188943905647316 -0.032027950515145086 0.12286423686098179
leaf_weight=14.225325345061721 7.9791349093429735 4.4641272695735088 1.8447108278051008 9.1815405124798435 21.117756064515561 23.313947268761698 19.189997721463445 94.758786724880338 6.8443761924281707 2.7741811983287326 16.834880715701729 7.1671929750591508 7.5109055927023283 55.638308547437191 9.1355123324319703 8.2171171344816667
leaf_count=328 60 81 54 45 756 112 53 3752 35 14 148 86 164 122 59 10
internal_value=0 -0.0438499 0.012976 0.0568439 -0.00140542 0.032252 0.0881113 -0.0864038 0 -0.0413212 -0.0341772 0.00763484 0.0793085 0.0999579 0.0498252 0.0665106
internal_weight=0 170.01 70.7868 140.188 68.9421 47.8244 91.943 99.2229 48.2451 16.9995 33.1836 16.3487 30.8249 83.9638 28.3255 15.0615
internal_count=5879 5261 1428 618 1374 618 294 3833 324 342 279 131 276 234 112 45
shrinkage=0.1


Tree=116
num_leaves=17
num_cat=0
split_feature=17 15 27 7 5 3 23 2 0 10 3 23 15 16 23 5
split_gain=109.449 17.5626 22.4951 16.6872 17.4798 15.0881 23.272 19.9504 14.2355 12.0134 11.6307 14.7205 11.2579 7.58096 13.2316 7.45268
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 14.69188866765864 11.132201719486853 39436.954113105807 17.500000000000004 35.500000000000007 42.500000000000007 5.5837661271843411 15730.011659498301 22.500000000000004 4.5000000000000009 15.500000000000002 16.500000000000004 10.111168310708251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 7 -7 -3 -9 15 11 -2 -8 -6 -15 -1
right_child=10 2 -4 -5 13 6 12 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.13146378178225862 -0.051162928644725547 -0.062992814549555368 -0.086089033887466401 -0.082797089985122918 -0.086411863445025383 -0.087214100190392954 -0.04719362663318788 0 0.13317952521578455 -0.052026350662991397 -0.094187336518769468 0.24787674046178743 0.11587591044029499 0.12457555618588907 -0.073807600288207667 0.039686557306751996
leaf_weight=35.573937219567597 4.3162946179509154 5.6602899269200853 16.476585325784981 9.8440400506369752 11.520351536571981 13.932618469931183 3.6078426511958268 7.8437441643327466 50.496630222536623 3.9087509633973232 96.340693364851177 2.2601499725133181 17.331853543873876 6.7491521248593909 5.750611936673522 21.791389925405383
leaf_count=162 146 150 687 182 214 260 36 103 211 98 3274 8 78 40 84 146
internal_value=0 0.0409618 0.0206683 0.0354253 0.0465211 0.0657012 0.00640478 0.0948884 0.113631 0.0871192 -0.0848709 0.0212274 0.0782377 -0.0241112 0.0173233 0.100083
internal_weight=0 210.488 149.214 132.737 122.893 98.873 34.8723 64.0007 58.3404 61.2741 102.917 6.57644 20.9397 24.0201 12.4998 57.3653
internal_count=5879 2451 2045 1358 1176 838 374 464 314 406 3428 154 114 338 124 308
shrinkage=0.1


Tree=117
num_leaves=17
num_cat=0
split_feature=2 2 1 17 2 2 6 19 15 3 28 2 10 10 4 2
split_gain=68.9327 25.2929 16.2051 13.8561 6.37459 8.26952 10.9519 8.18181 6.97618 6.86482 4.74778 4.50043 4.72842 8.35064 4.44939 4.35193
threshold=82.500000000000014 110.50000000000001 57.500000000000007 1.0000000180025095e-35 75.500000000000014 35.500000000000007 53.658722993062561 1.0000000180025095e-35 3.5000000000000004 26163.839414694903 1.0000000180025095e-35 107.50000000000001 3.0528954453271004 4.9138314481908125 37.017741612752609 114.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 14 8 10 9 -7 -8 12 -5 -14 -4 -3
right_child=1 15 4 11 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.073504694723242878 0 -0.067060636144069125 -0.05685986369796027 -0.0061466658095280739 -0.066134849955629155 0.34659476938210532 0.036200216775463791 -0.035170581170482731 -0.034191292550868689 0 0.16042791062612938 0.10873765207499386 0.30442944361602803 0 0.06488236962141751 0.0060051783942133606
leaf_weight=71.854081857018173 19.85263713914901 9.8015426229685527 25.03447258472443 7.6718922816216928 15.841464727185665 0.94806526694447102 12.673319261521105 3.1753922281786791 24.161416255868971 1.2193973194807766 9.8214009655639529 75.722374856472015 1.5147770214825866 5.3856139052659273 1.9459205968305457 31.808211546391249
leaf_count=2367 144 49 717 63 938 31 269 143 323 36 118 235 18 72 76 280
internal_value=0 0.0556766 -0.0372985 0.0809425 -0.00775478 0.00142511 0.0271112 0.0749012 -0.0118943 0.144474 0.0993214 0.0976049 0.0260445 0.0907902 -0.0406739 -0.00640428
internal_weight=0 151.757 166.675 110.147 94.8208 78.9794 51.999 25.6701 26.3289 2.16746 22.4947 90.2947 14.5723 6.90039 26.9804 41.6098
internal_count=5879 861 5018 532 2651 1713 920 530 390 67 387 388 153 90 793 329
shrinkage=0.1


Tree=118
num_leaves=14
num_cat=0
split_feature=22 4 6 0 8 26 8 23 23 2 1 16 23
split_gain=193.009 18.8282 13.9703 8.56188 8.20071 12.2329 9.38589 7.67799 3.10395 9.28789 1.49754 10.9771 2.47822
threshold=1.0000000180025095e-35 44.959010830912909 76.139666142685968 60.500000000000007 4.7789487399860215 1.0000000180025095e-35 4.6787389078007857 19.500000000000004 1.5000000000000002 26.500000000000004 62.500000000000007 6.5000000000000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 10 -7 -4 -3 -10 12 -12 -2
right_child=4 3 7 -5 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=-0.094774854845872405 0.082089571242646431 0.1450322127498071 -0.052898522676907866 -0.067943378945363508 0 -0.072264402367714684 0.1162957601093827 0.11895022865189715 0.13492900679086658 -0.062320562802317042 0.12652108755917474 0 0.14223865241291039
leaf_weight=139.1818209271878 34.929845213890076 4.0520152896642712 4.1288213804364187 7.0278760553337625 10.344038754701613 7.0517207998782379 4.2170110270380974 4.7926375148817897 4.0929725617170316 4.808599098585546 12.411691427230837 10.706498153507708 45.839500352740288
leaf_count=5191 32 3 126 215 35 87 3 33 2 69 7 41 35
internal_value=0 -0.0742274 -0.0866913 0.00815545 0.0896035 0.0972734 0 0.0170234 0.0648669 0.0059296 0.108009 0.0620153 0.1187
internal_weight=0 168.085 148.103 19.9815 125.5 115.156 11.2687 8.92146 12.9536 8.90157 103.888 23.1182 80.7693
internal_count=5879 5639 5350 289 240 205 90 159 74 71 115 48 67
shrinkage=0.1


Tree=119
num_leaves=11
num_cat=0
split_feature=18 15 2 2 7 2 4 9 6 2
split_gain=181.446 11.7783 12.1662 61.6191 16.9177 12.4343 16.3879 8.15729 2.87223 2.26966
threshold=1.0000000180025095e-35 11.500000000000002 113.50000000000001 102.50000000000001 9.2750648719465385 69.500000000000014 32.903777445262158 95.015512989501218 52.35813614083991 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -4 -6
right_child=1 -3 8 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.094485397290468093 0.15928753863178124 -0.017990485946334619 0.064002272863889861 -0.093232066944630404 -0.015546422264407648 0.11330217618790878 -0.085458464842327761 0.12681347185463118 0.13350146782620831 0.043764932273018711
leaf_weight=121.67866720957682 25.270389581099153 13.096669999882577 25.120029181241989 23.575855158269405 9.2171491589397245 23.792100008577108 10.513722475618122 11.049778454005716 35.756206285208464 11.257154606282709
leaf_count=5465 37 37 31 148 27 37 20 9 47 21
internal_value=0 0.0621287 0.0692439 0.0468718 0.0853225 0.0538941 0.0155181 0.0555333 0.108105 0.00730533
internal_weight=0 188.649 175.552 114.676 91.1003 65.8299 42.0378 31.5241 60.8762 20.4743
internal_count=5879 414 377 299 151 114 77 57 78 48
shrinkage=0.1


Tree=120
num_leaves=17
num_cat=0
split_feature=21 18 2 2 6 2 1 9 6 7 7 8 2 1 0 16
split_gain=100.24 28.3593 5.63408 4.64803 4.29285 5.99582 3.88996 3.3935 3.3148 2.53575 3.65837 3.70517 3.60878 2.51379 1.93229 3.45857
threshold=1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 14.500000000000002 74.34706859705976 18.000000000000004 56.500000000000007 96.935467488050008 43.322879304110707 13.548467260092851 12.014905764295351 0.40798873271226055 73.500000000000014 1.5000000000000002 190.50000000000003 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4 8 -7 10 14 -12 -13 -10 -8 -16
right_child=-2 2 6 4 -6 7 9 -9 13 -11 11 12 -14 -15 15 -17
leaf_value=-0.014082911789784517 -0.09321684926351978 0.063930147549459734 -0.062630622486526552 0.1145087452170408 0 -0.0034948542056454745 -0.023326650159942272 0 0 -0.044301326628396413 0 0 0.21819428827191778 0.065079124131233179 0.11891710066930637 0
leaf_weight=3.2282374650239936 74.948120849207044 8.4117848202586156 16.735735284164548 33.09615932404995 7.0576885100454083 2.0949371270835391 23.947543518617753 3.7071646172553292 2.0926043540239325 12.325808666646479 4.6849314272403699 2.1444561220705509 2.3188209123909473 106.354796750471 2.9424721039831629 3.3374449647963047
leaf_count=12 4208 27 81 150 30 18 130 27 5 63 25 11 32 1015 23 22
internal_value=0 0.0394498 -0.0080863 0.0638923 0.0668166 0.0704957 -0.0198575 0.055997 0.0595635 -0.00214736 0.00597386 0.0638166 0.12903 0.062624 -0.004922 0.0334452
internal_weight=0 234.481 76.849 157.632 154.403 147.346 68.4372 114.25 110.542 51.7015 39.3757 9.14821 4.46328 108.447 30.2275 6.27992
internal_count=5879 1671 414 1257 1245 1215 387 1065 1038 306 243 68 43 1020 175 45
shrinkage=0.1


Tree=121
num_leaves=16
num_cat=0
split_feature=21 2 2 2 7 5 2 15 15 2 15 23 23 0 16
split_gain=86.0942 34.9409 31.8505 29.2976 20.0654 15.0595 12.0491 8.01609 6.86487 6.68731 6.34095 4.74028 4.19121 7.43285 4.17477
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 9.1224711466797963 54.500000000000007 9.5000000000000018 8.5000000000000018 46.500000000000007 4.5000000000000009 17.500000000000004 16.500000000000004 175.50000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 9 10 -6 11 14 12 13 -3 -7
right_child=1 2 3 5 8 7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.093290101119609725 -0.090023525686550226 -0.055619431111014708 -0.087677537251539026 -0.072400218899120711 -0.040863171651132894 0.087940505898076338 0.13759938407641389 -0.035322370325151418 0.095339158708552377 -0.052466636333369565 0.11608704959352685 -0.015561849013250193 0.14746262803376275 0.084607741018652691 -0.052762556386055294
leaf_weight=77.059726227074862 30.710430066566914 4.2227812497876664 21.829460305627435 6.6267197327688327 3.2784672062844029 3.8741740956902486 44.731572639197111 3.1341987419873467 10.523081082850693 4.0487045338377348 28.349682026542723 2.2735342839732757 8.4458210822194815 10.528804657049475 4.2338762162253261
leaf_count=1671 1220 113 2056 174 99 2 25 69 42 67 117 66 8 61 89
internal_value=0 0.032214 0.0570145 0.00447464 -0.0425811 0.0523219 0.102474 0.0782439 0.0485083 0.0424796 0.0934874 0.0654161 0.0819657 0.0309219 0
internal_weight=0 186.811 142.299 68.0481 44.512 46.2187 74.2512 39.5919 13.8015 29.5196 36.4577 25.4709 23.1974 14.7516 8.10805
internal_count=5879 4208 2847 2507 1361 451 340 277 141 315 208 248 182 174 91
shrinkage=0.1


Tree=122
num_leaves=17
num_cat=0
split_feature=21 16 2 2 2 2 26 4 2 2 4 16 16 15 5 0
split_gain=87.7212 19.3386 18.505 23.1656 14.0133 11.0338 21.7424 17.3071 8.41138 18.1764 7.79852 8.00016 6.98063 6.76209 6.21835 6.06162
threshold=1.0000000180025095e-35 6.5000000000000009 40.500000000000007 31.500000000000004 16.000000000000004 80.500000000000014 1.0000000180025095e-35 25.265972581916152 70.500000000000014 58.500000000000007 44.959010830912909 8.5000000000000018 16.500000000000004 10.500000000000002 25.4048231571815 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 -3 8 7 -7 9 13 -6 -12 -5 -4 -10 -2
right_child=1 2 5 12 10 6 -8 -9 14 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.093290101119609725 0.030133931388835786 0.074184366843458846 -0.064344235279178721 0.119109513677489 -0.085864792914185584 0.15834549342896154 -0.073418117743779418 -0.047358749544083034 -0.087885163501751226 0.16390653065071401 0.38295527918243011 0 0.046475726442776977 0.039973258332309851 0.04280704442101281 -0.071705722416935833
leaf_weight=77.059726227074862 4.7704506088048246 12.962170939892529 17.029997752048082 53.455008115619421 17.606854528188709 17.030596479773529 7.6887351977638891 3.6126641770824781 21.41185628017411 6.2817848557606331 0.66123768594115861 0.91058545187115669 32.617004118859768 7.4082041447982183 2.1624923842027775 22.070255723316222
leaf_count=1671 63 36 253 68 927 132 150 66 1689 47 5 41 50 51 91 539
internal_value=0 0.0301243 0.0413142 0.0667915 0 0.00244583 0.0551153 0.112667 -0.0213583 0.00748612 -0.0598933 0.103912 0.0939063 -0.0245455 -0.0674212 -0.0461615
internal_weight=0 227.68 200.839 118.213 32.1408 82.6263 28.332 20.6433 54.2943 30.72 19.1787 1.57182 86.072 24.4382 23.5743 26.8407
internal_count=5879 4208 3606 1127 1009 2479 348 198 2131 351 973 46 118 304 1780 602
shrinkage=0.1


Tree=123
num_leaves=17
num_cat=0
split_feature=2 21 21 17 2 15 2 5 14 17 6 13 14 14 2 2
split_gain=115.68 33.6986 18.8507 13.9821 9.04479 3.88722 2.73562 2.45403 2.21889 1.93494 1.78451 1.45307 1.40457 1.533 1.94298 5.43968
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 5.5000000000000009 42.500000000000007 5.6814797752928108 20500.000000000004 1.0000000180025095e-35 44.700653465636357 48.408613670197475 21500.000000000004 269844.00000000006 107.50000000000001 84.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 9 11 -7 -6 -9 -3 -10 -5 -8 14 15 -14
right_child=2 4 3 5 7 6 12 8 10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.080258351694005317 -0.093038274231459134 -0.033698040286264892 -0.071347428777871771 0 0 -0.013243620357905016 0 0 0.002226348376481582 0.056445540441989274 0.13087584096453639 -0.050042628630533187 0.025083671510949951 0 0 0.17022341090830129
leaf_weight=9.5790761364623886 69.629614371806383 4.4612589394673687 37.352956366725266 14.192046886309983 2.8984405249357215 7.3034548740833989 1.3727579712867726 2.5349078923463813 4.3499316200613967 4.4830272495746613 65.616696961224079 11.704558492638169 16.163725025951873 3.8561449628323308 6.4719751719385377 4.9578225687146178
leaf_count=218 1453 51 1531 389 12 78 18 10 25 48 587 377 787 152 86 57
internal_value=0 0.0859364 -0.0518437 -0.0221638 0.10718 0.00263607 0.0247353 0.118532 0.12227 0 0.125733 -0.0238905 0.0392735 0.0453469 0.053845 0.0686118
internal_weight=0 93.9233 173.005 103.375 84.3443 66.0225 40.1259 75.4 72.5015 8.94429 69.9666 25.8966 32.8224 31.4497 27.5935 21.1215
internal_count=5879 951 4928 3475 733 1944 1178 634 622 99 612 766 1100 1082 930 844
shrinkage=0.1


Tree=124
num_leaves=17
num_cat=0
split_feature=21 17 2 2 2 1 1 1 1 6 11 7 0 4 6 16
split_gain=94.3447 54.9332 21.2654 7.64883 6.85347 6.37047 10.7989 2.51964 2.34717 2.93545 3.55551 2.87102 3.08345 2.28775 2.09447 1.71509
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 19.500000000000004 42.500000000000007 65.500000000000014 60.000000000000007 73.500000000000014 56.500000000000007 63.634056456777159 1.8857750922294454 11.413967605499378 59.500000000000007 37.017741612752609 44.700653465636357 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -3 -7 11 10 -10 12 -6 -14 -12 -16
right_child=1 5 4 -5 8 7 -8 -9 9 -11 14 -13 13 -15 15 -17
leaf_value=-0.093387378432356796 0 -0.032442022811735735 -0.025466644201414493 0.11736158590898782 0 -0.083617743019965107 0.21713895155023796 0 0 0 0 -0.0047493776401555084 0.13918588218505695 0 0.10350156956500432 0
leaf_weight=78.471404789946973 4.0331658925861111 12.106094684917478 14.713411760516463 65.373525267466903 5.3135439110919851 32.474526448175311 2.0201204381883135 1.9257631571963418 3.381750792264941 4.898692754097282 2.3578294124454287 16.183507103472948 4.4147545788437128 0.90634986851364363 22.493605724535886 1.673825011588632
leaf_count=1671 25 444 84 502 151 2061 19 59 35 65 10 320 107 20 292 14
internal_value=0 0.036519 0.0678151 0.108956 0.0277923 -0.053358 0 -0.0766033 0.0437508 0.0629579 0.0747961 0.0113727 0.0546948 0.108506 0.0874536 0.0962339
internal_weight=0 194.27 145.744 69.4067 76.3373 48.5265 14.1262 34.4003 61.6239 34.8057 29.907 26.8182 10.6346 5.3211 26.5253 24.1674
internal_count=5879 4208 1625 527 1098 2583 463 2120 1014 416 351 598 278 127 316 306
shrinkage=0.1


Tree=125
num_leaves=6
num_cat=0
split_feature=19 1 14 11 14
split_gain=247.762 0.972374 1.61856 1.79933 0.0351655
threshold=1.0000000180025095e-35 10.500000000000002 213500.00000000003 14.922629251582331 62750.000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.094491697774155239 0.0092848814035150443 0.10926939907412879 0 0.12083212090984319 0
leaf_weight=141.3096791440621 4.0930848196148855 100.64965082705021 2.7462300807237616 4.4239671900868416 3.1490163058042526
leaf_count=4995 28 784 16 36 20
internal_value=0 0.103073 0.0459378 0.0632017 0.000408012
internal_weight=0 115.062 14.4123 11.6661 7.2421
internal_count=5879 884 100 84 48
shrinkage=0.1


Tree=126
num_leaves=17
num_cat=0
split_feature=21 9 17 1 23 16 6 1 16 16 1 4 6 25 14 8
split_gain=87.4513 29.5785 22.001 22.2268 13.5263 17.645 46.5106 16.7076 27.0111 15.8342 12.7177 10.7893 11.4827 8.95498 6.24105 3.23115
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 18.500000000000004 14.500000000000002 52.35813614083991 7.5000000000000009 17.500000000000004 16.500000000000004 9.5000000000000018 25.806307867667901 53.085710592433905 1.0000000180025095e-35 23929.000000000004 0.14057546149872654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 13 -6 9 14 -3 12 -7 15 -9 -4
right_child=-2 2 4 -5 7 11 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.08688927376474781 -0.093229411631347181 -0.057999524433008348 0.097378383930835991 -0.090580336783675289 0.12615541984087994 0.09081649129287199 -0.096513430478920748 0.10201643714189519 -0.094563386706111613 0.20525692667314022 0.1117978443635463 0.15099749341014518 -0.061928482615634162 0.15649981353128639 -0.068115631432321272 0
leaf_weight=18.284532985184342 75.140457049012184 4.8617414562031636 7.3442902462556967 22.125549354590476 9.9775015236809832 18.111576131545011 17.738467988558114 3.4253596160560829 21.406699476763606 5.9056786093860856 13.367965307086706 38.896948433481157 5.1674824748188248 16.764978491701186 5.7679013954475522 14.744003502652049
leaf_count=428 4208 82 8 541 6 29 127 5 157 5 18 88 59 32 40 46
internal_value=0 0.0314473 0.0429428 -0.019616 0.0594291 0.0776115 0.0321563 0.00867338 -0.0179629 0.0774054 0.0555537 0.115771 0.0483272 0.096043 0 0.0411107
internal_weight=0 223.891 205.606 40.3553 165.251 118.768 56.5917 46.4831 36.5056 15.0989 18.2297 62.176 23.2791 38.8533 9.19326 22.0883
internal_count=5879 1671 1243 641 602 389 213 213 207 50 100 176 88 86 45 54
shrinkage=0.1


Tree=127
num_leaves=17
num_cat=0
split_feature=21 2 2 11 2 16 1 16 28 17 5 12 0 23 23 27
split_gain=100.376 35.0926 14.5761 4.00316 2.52264 3.37188 3.21675 3.67712 3.00313 2.31944 1.90746 1.68162 1.77124 1.5632 1.84839 1.45719
threshold=1.0000000180025095e-35 74.500000000000014 76.500000000000014 27.239266984493689 40.500000000000007 16.500000000000004 64.500000000000014 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 8.1143846357403877 94219.537815126067 120.50000000000001 22.500000000000004 9.5000000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 15 8 6 7 -6 10 -4 -5 12 -11 14 -3 -2
right_child=1 2 9 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.093324561091975594 -0.039918300490510039 0.045969840043751389 0.040667927299771887 0 0 0 0 0.22523888736999106 -0.044279330603913335 -0.062847308390441212 0.10301576851949289 0.0071054292855503871 0 0 0.098624777564679023 0
leaf_weight=77.546543285716325 39.916371352504939 25.131835762411356 13.237268450669943 3.8355742702260658 1.9693383704870919 5.3962041772902012 3.1199592836201191 2.5884340461343527 11.319158329628408 9.1081946622580308 2.5644787196069956 8.8901031529530865 2.4772492451593271 3.3234864044934502 81.985685847699642 8.7787740770727378
leaf_count=1671 957 535 174 28 23 69 50 53 435 79 41 135 63 36 1392 138
internal_value=0 0.0385932 0.0682404 -0.012659 0.0110146 0.0468206 0.0901371 0.144028 -0.00412838 0.0041977 0.0356637 -0.00962185 -0.0397036 0.0859807 0.0881362 -0.0317325
internal_weight=0 223.642 144.154 79.4883 30.7931 13.0739 7.67773 4.55777 17.7192 33.7128 6.40005 20.4755 11.5854 110.441 107.118 48.6951
internal_count=5879 4208 2414 1794 699 195 126 76 504 451 69 277 142 1963 1927 1095
shrinkage=0.1


Tree=128
num_leaves=17
num_cat=0
split_feature=27 21 17 21 17 2 14 2 2 2 2 14 2 2 0 6
split_gain=104.569 27.7073 14.6722 8.38639 9.0397 5.1032 2.8181 1.515 1.39667 1.50407 1.29775 1.20732 1.05017 0.947662 1.68723 1.17814
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.500000000000014 79883.095238095251 75.500000000000014 75.500000000000014 85.500000000000014 19.500000000000004 22250.000000000004 48.500000000000007 42.500000000000007 222.50000000000003 45.776543533071212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 -1 -5 7 -6 12 -3 -10 -8 -9 -4 -12 15 -15
right_child=1 2 5 4 6 -7 10 11 9 -11 13 -13 -14 14 -16 -17
leaf_value=-0.092828935010738967 -0.080117629483624844 -0.033897404979728214 0.061280809675138617 -0.079433126643846108 -0.035295515115461133 0 0.141916989446497 0 0.054366076387276266 0 -0.012365397904532761 0.095933888078162013 0 0 0 0.061362643515928905
leaf_weight=65.540146706160158 12.471335258334873 11.118841855321081 11.490719564259054 29.195621940307319 18.180199202150106 5.6244865264743558 0.92203128337860363 2.2006292864680281 5.5847136862575999 1.9900107830762861 8.6589270019903797 93.449039749801159 8.9126214124262315 1.4333004215732206 3.3055977635085574 9.7920897556468827
leaf_count=1537 134 649 145 867 430 88 17 26 65 44 361 1023 257 10 28 198
internal_value=0 0.0555102 0.0689836 -0.0647698 -0.0362503 0.0818132 -0.0017154 0.0863569 -0.00383671 0.0139114 0.0153172 0.094156 0.0400027 0.00166767 0.02378 0.0472765
internal_weight=0 152.842 140.371 137.028 71.4878 121.677 42.2921 116.053 18.6936 7.57472 24.1119 95.6497 20.4033 23.1899 14.531 11.2254
internal_count=5879 2431 2297 3448 1911 1539 1044 1451 758 109 614 1049 402 597 236 208
shrinkage=0.1


Tree=129
num_leaves=14
num_cat=0
split_feature=17 25 13 2 2 18 7 12 13 2 15 23 15
split_gain=74.259 26.281 34.6033 26.2231 27.4711 23.2135 20.1672 17.1204 14.2569 26.1205 8.40117 9.95109 7.67519
threshold=1.0000000180025095e-35 1.0000000180025095e-35 53.638838141933213 32.500000000000007 35.500000000000007 1.0000000180025095e-35 17.528622330717052 14075.000000000002 27.709732105127454 58.500000000000007 4.5000000000000009 12.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -3 -6 9 -7 -10 -12 -13
right_child=1 6 -4 4 5 8 -8 -9 10 -11 11 12 -14
leaf_value=-0.093371570465988596 -0.082619051973909619 -0.090734955401388151 -0.087425257405984946 0.14261151079613141 0.089228201805195112 0.1014394685795361 0.091949797396475325 -0.087116267708174849 0.14473275676276934 -0.085316583893006892 0.10165045419168427 -0.085562799930888278 0.061818512066244072
leaf_weight=68.345284885261208 11.220196619164197 28.516576778143644 17.43195533240214 39.499939644709229 6.6600725576281574 15.189431916922333 6.6690446287393561 20.045805877540261 25.39126893132925 14.465293770655988 17.694991875439886 6.975490774959324 6.7209621928632259
leaf_count=2451 451 902 649 10 55 14 44 1139 22 76 22 33 11
internal_value=0 0.0261216 0.0420809 0.0570772 0.0686547 0.0410693 -0.0504305 -0.0356568 0.0670863 0.00360398 0.0967212 0.0515217 0
internal_weight=0 216.481 181.295 163.863 152.643 113.143 35.1856 26.7059 86.4374 29.6547 56.7827 31.3914 13.6965
internal_count=5879 3428 2482 1833 1382 1372 946 1194 178 90 88 66 44
shrinkage=0.1


Tree=130
num_leaves=17
num_cat=0
split_feature=1 1 2 1 1 1 15 2 14 6 23 4 7 16 8 6
split_gain=62.2342 45.0989 38.8196 32 41.6831 11.7526 14.6992 10.664 17.5712 10.3993 9.83858 10.7835 9.0793 8.3989 7.03411 6.56224
threshold=56.500000000000007 54.500000000000007 107.50000000000001 41.500000000000007 13.500000000000002 64.500000000000014 3.5000000000000004 86.500000000000014 105836.02941176471 43.322879304110707 16.500000000000004 15.341485992835867 17.528622330717052 19.500000000000004 0.99553266070867552 56.446084974769668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 12 -4 13 8 14 -2 -8 -12 -1 15 -6 -7
right_child=2 -3 5 -5 7 6 10 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.090500806162344793 0.03348037869747917 0.22020144738486161 -0.083547942007890244 -0.087934667238210446 0 -0.063899976594021565 -0.083371220315156327 0.12283116063660537 -0.075781813953464977 -0.093684695764482739 0.11097768948471885 -0.027078536671193483 0.060570170930931568 0.12395169334588213 0.11292914495614814 0.0827066035288197
leaf_weight=19.794567973352972 4.5366209661588064 14.575632998254148 10.198051602579651 18.310054249130189 6.1889723818749216 5.5092174699530023 12.922173029743133 44.945665503852069 8.4689402524381858 84.104799120686948 9.11629582103342 11.229314886033533 3.3295340389013282 18.387258347123861 19.14349846355617 6.3047845056280494
leaf_count=365 81 87 79 489 85 55 163 80 329 3752 40 82 17 25 125 25
internal_value=0 0.0518484 -0.0400511 0.0297679 0.0528848 0.0112289 0.0296055 0.0886026 0.0371778 -0.0849224 -0.011113 0.0249601 -0.0601083 0.0810741 0.0828287 0
internal_weight=0 134.757 162.309 120.181 101.871 73.6671 63.469 78.7471 33.8014 88.6414 33.2678 20.3456 23.1241 30.2013 25.3325 11.814
internal_count=5879 1577 4302 1490 1001 469 390 619 539 3833 285 122 382 105 210 80
shrinkage=0.1


Tree=131
num_leaves=17
num_cat=0
split_feature=17 15 27 7 5 3 2 3 15 10 2 2 5 10 16 23
split_gain=91.9643 13.3094 18.6892 13.683 14.0174 11.4104 12.6004 10.841 10.5729 9.44028 8.6966 14.175 7.55158 6.84708 6.37915 9.88928
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 14.69188866765864 11.132201719486853 36323.723052635811 35.500000000000007 15730.011659498301 10.500000000000002 5.5837661271843411 40.500000000000007 107.50000000000001 6.7796274576244953 3.994926612239341 15.500000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 -3 8 -2 -1 -8 -12 -7 -14 -6 -16
right_child=7 2 -4 -5 14 12 10 -9 -10 -11 11 -13 13 -15 15 -17
leaf_value=0.08796756580601009 -0.050295175219708922 -0.047353381752286282 -0.084397807624099208 -0.080306229538023521 -0.084106536437632398 0.11398623441369626 0.14733537565136684 -0.093631568422695655 0.19028316099111289 -0.047762759447403665 -0.069378782224159469 0.10614703746756476 0.035837729469430306 -0.047267636831688262 0.10218060299877481 -0.07031535507588467
leaf_weight=57.661028732545674 4.0850602556020013 3.9222629270516327 14.902982831932603 8.9980650506913644 10.474146689753981 7.0071464078500858 28.058582483790815 85.730742503423244 2.6793229859322309 3.642935416661202 5.8889570422470596 12.642194227315484 23.994157461449504 16.853272319771349 7.1233301525935513 5.3377355104312301
leaf_count=308 124 95 687 182 214 37 97 3274 30 98 75 26 205 303 40 84
internal_value=0 0.0364819 0.0181502 0.0314125 0.0413468 0.0583903 0.0926879 -0.0834934 0.0154586 0.0766427 0.108766 0.0395852 0.0180129 0 -0.0230389 0.0122572
internal_weight=0 206.507 145.203 130.3 121.302 98.3666 50.512 92.4951 6.76438 61.304 46.5897 18.5312 47.8546 40.8474 22.9352 12.4611
internal_count=5879 2451 2045 1358 1176 838 293 3428 154 406 198 101 545 508 338 124
shrinkage=0.1


Tree=132
num_leaves=17
num_cat=0
split_feature=2 2 17 6 18 5 28 2 19 8 8 8 23 4 1 0
split_gain=55.1101 25.4009 17.7433 8.37104 8.35136 13.1007 7.25407 15.2065 10.283 8.50272 7.33519 7.13707 7.36779 6.80262 7.82021 7.80379
threshold=107.50000000000001 110.50000000000001 1.0000000180025095e-35 51.765068703083806 1.0000000180025095e-35 8.9446236476963144 1.0000000180025095e-35 30.500000000000004 1.0000000180025095e-35 0.38742398562191355 1.3347709636326723 1.4648811878676853 21.500000000000004 16.598065829242646 66.500000000000014 151.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 10 -8 9 -9 -4 12 -11 -7 -15 -16
right_child=1 -3 6 4 5 13 7 8 -10 11 -12 -13 -14 14 15 -17
leaf_value=-0.069068565207235338 0.17410339397257299 -0.0042982342104826146 -0.05924360047035894 0.12133295435891241 0.15511710982812199 -0.025917105144096675 -0.0611114403469388 0 -0.048860678308533127 0.22502474675230977 0.0019835919271587658 0.039305282837996273 0 -0.0021454986497925948 0.16624030140772689 0
leaf_weight=67.124234822113067 12.561423279345034 40.646042254753411 31.657871062867343 25.501501208171248 8.785363167524336 18.431614235043526 11.321506792679427 4.6404503760859432 4.138363358564674 8.9052362851798534 36.211320106871426 10.916761819273232 1.8967546988278634 9.7037320360541344 7.9579678028821945 7.7637294083833694
leaf_count=2281 54 329 715 103 34 30 623 39 218 106 1141 128 10 20 30 18
internal_value=0 0.0568266 -0.0284513 0.0864201 0.0697684 0.0409935 -0.00177388 0.0289226 0.0688971 0.0949649 -0.0236321 0.121902 0.18688 0.0135767 0.0500653 0.0949996
internal_weight=0 131.351 176.812 90.7053 78.1439 52.6424 109.688 41.8191 30.4976 26.3592 67.8692 21.7188 10.802 43.857 25.4254 15.7217
internal_count=5879 618 5261 289 235 132 2980 1124 501 283 1856 244 116 98 68 48
shrinkage=0.1


Tree=133
num_leaves=13
num_cat=0
split_feature=22 4 6 1 0 10 23 2 23 2 6 6
split_gain=156.566 17.0466 12.9232 6.92446 6.84435 6.21339 31.4704 6.14765 2.14814 7.22469 1.27801 0.982349
threshold=1.0000000180025095e-35 44.959010830912909 76.139666142685968 40.500000000000007 60.500000000000007 4.2323110926868086 12.500000000000002 38.500000000000007 1.5000000000000002 26.500000000000004 52.35813614083991 46.086012612538504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 8 10 -7 -4 -3 -10 11 -5
right_child=3 4 7 5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.094296963055530425 0 0.12431001782594789 0.10421374722747501 0.098710871161360222 -0.064866207941854104 0.10176407201359189 -0.10282359975941245 -0.049625447402368059 0.11741044997362415 -0.058583134717613741 0.11987808315492737 0.018325784603756473
leaf_weight=123.68808017065749 12.156583243981002 4.1230181306600597 4.8906983882188779 8.002128906548025 6.3939094557426861 27.250161847099662 9.5662159323692304 3.9756045443937182 4.126848950982092 4.4906418370082974 53.648345559835434 12.562576375901697
leaf_count=5191 34 3 25 6 215 41 65 134 2 69 52 42
internal_value=0 -0.0727264 -0.085633 0.0789491 0.00624214 0.0868278 0.0431778 0.0126979 0.0576109 0.00251303 0.10579 0.059321
internal_weight=0 151.689 132.554 123.186 19.1344 111.029 36.8164 8.8663 12.7405 8.61749 74.2131 20.5647
internal_count=5879 5639 5350 240 289 206 106 159 74 71 100 48
shrinkage=0.1


Tree=134
num_leaves=11
num_cat=0
split_feature=18 17 15 23 7 4 2 10 10 0
split_gain=151.611 9.26031 8.98954 7.01797 5.14718 4.49317 10.1853 3.45806 1.9156 12.1115
threshold=1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 11.057769710636451 14.423416467716343 113.50000000000001 0.58486150774304868 2.1435241760007204 149.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -5 -7 -9 -10
right_child=1 2 -4 5 -6 7 -8 8 9 -11
leaf_value=-0.093981653012046251 0.02962363857296035 0 -0.008443226715399656 -0.068500279283325236 -0.073414137362749585 0.020485118734253394 0.084244329064284362 0.11290357186340605 0.094115375705584717 0
leaf_weight=107.98762769671157 11.076400831341745 14.531838109716771 11.665826886892317 6.7397798672318485 7.764081632718443 16.0420286282897 10.22805269807577 48.838641114532948 45.4057363756001 15.423271581530569
leaf_count=5465 21 35 34 58 40 26 20 75 73 32
internal_value=0 0.0547313 0.0622696 0.0687878 -0.00223278 0.0755353 0.0117973 0.082549 0.0898057 0.0679761
internal_weight=0 187.716 168.875 157.209 18.8405 142.678 16.9678 125.71 109.668 60.829
internal_count=5879 414 353 319 61 284 78 206 180 105
shrinkage=0.1


Tree=135
num_leaves=17
num_cat=0
split_feature=21 18 16 2 2 6 2 2 4 0 6 6 2 3 9 5
split_gain=86.3216 21.6714 4.95247 9.58742 3.72975 3.75504 4.66034 3.87156 11.4487 3.30082 4.00871 3.03147 3.40132 3.73471 3.62017 2.54196
threshold=1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 24.500000000000004 14.500000000000002 45.776543533071212 96.500000000000014 114.50000000000001 16.598065829242646 68.500000000000014 52.087494862935053 74.34706859705976 18.000000000000004 15730.011659498301 96.935467488050008 8.0267231133144765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 11 -8 -9 -4 -11 12 -7 -14 15 -15
right_child=-2 2 9 -5 5 6 7 8 -10 10 -12 -13 13 14 -16 -17
leaf_value=-0.0086351195531018613 -0.092619428359727293 0.18602238735774293 0.00021053327463314036 0 0 0.1128222661506872 -0.045589233467635257 -0.01295611447936834 0.1831668686672322 0 -0.073357371407511626 0 0 0.01152322828035557 0 0.076920461988704197
leaf_weight=3.0654393211007109 66.527371431468055 3.1555071249604252 11.779993087053297 28.810311960056424 7.8001212067902079 28.67760194092989 6.6010009255260256 5.3672397900372726 4.1306052319705486 10.005637550726535 20.774201907217503 6.2393642850220195 4.4247120860964051 14.641837107017635 3.4481569435447446 74.200780918821692
leaf_count=12 4208 15 74 173 48 140 52 25 34 50 102 27 48 118 26 727
internal_value=0 0.0363048 -0.00578344 0.0204131 0.0573422 0.0599272 0.0635222 0 0.0513009 -0.0301538 -0.0482661 0.0698756 0.0732619 0.0594658 0.0641123 0.0683915
internal_weight=0 233.123 74.5257 31.9658 158.597 155.531 147.731 16.0988 9.49785 42.5598 30.7798 131.632 125.393 96.7155 92.2908 88.8426
internal_count=5879 1671 414 188 1257 1245 1197 111 59 226 152 1086 1059 919 871 845
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=21 2 2 2 7 5 2 16 2 16 2 23 23 0
split_gain=73.0932 27.5718 25.4289 23.8347 17.0816 12.0389 11.06 7.47559 6.97742 5.69982 5.34781 3.96627 3.38845 4.98898
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 9.1224711466797963 54.500000000000007 5.5000000000000009 102.50000000000001 9.5000000000000018 46.500000000000007 17.500000000000004 13.500000000000002 246.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 10 -7 -9 -6 11 12 13 -3
right_child=1 2 3 5 9 7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.092713372909914327 -0.088879876649141903 -0.055270743264847759 -0.086319635423965146 -0.06961076669460757 0.085056604656068707 0.11001341238568377 0.12736715194822151 0.063283701154011926 -0.06495816584565002 -0.038636646413253317 -0.050314270761213135 -0.015343848482605716 0.10297305266212896 0.092509951072019536
leaf_weight=68.590795661788434 27.197664437815547 4.2106250706128847 19.565434455405921 6.1060310187749556 10.412273192778228 21.285428560338914 42.155571307986975 11.272708375006916 6.0383842857554546 3.217406600713729 3.8948886748403302 2.2653103442862621 14.334737888537347 4.3265442717820406
leaf_count=1671 1220 125 2056 174 45 49 25 68 160 96 67 66 48 9
internal_value=0 0.0287924 0.0511711 0.00232286 -0.0405611 0.0455896 0.0924643 0.0689912 0.00700897 0.0411983 0.0349021 0.0560545 0.0718618 0
internal_weight=0 176.283 135.456 64.268 40.8273 44.7026 71.1877 38.5965 17.3111 13.6297 29.0321 25.1372 22.8719 8.53717
internal_count=5879 4208 2847 2507 1361 451 340 277 228 141 315 248 182 134
shrinkage=0.1


Tree=137
num_leaves=17
num_cat=0
split_feature=21 17 16 25 5 2 15 0 0 8 10 0 15 2 23 8
split_gain=75.2138 15.6038 7.64896 7.08797 7.29188 8.39416 10.9104 7.87334 6.98383 7.48204 7.32959 6.39263 8.90476 7.40813 5.36304 6.64597
threshold=1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 7.4545925824451258 70.500000000000014 1.5000000000000002 165.50000000000003 102.50000000000001 0.97883311338664269 2.5179837095615256 65.500000000000014 3.5000000000000004 62.500000000000007 10.500000000000002 1.4648811878676853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -7 11 10 -10 12 -4 -13 15 -5
right_child=1 2 8 14 5 7 -8 -9 9 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.092713372909914327 0 -0.081189119019164868 0.062772500607775686 -0.02546193132243903 -0.021034612008819294 -0.073943653538682444 0.08706567640835175 0.074902270326390616 -0.060352806839682117 -0.070958552721445467 0.085167542404390409 0.12686995904169177 -0.081813247790803567 0 -0.053567430105939687 0.1299790268173166
leaf_weight=68.590795661788434 18.145658191293478 12.024913554079829 8.8521595671772975 2.4658738314174142 7.251386576332151 7.7625199244357628 85.565301370806992 6.4685056684538722 4.4817762156017151 18.314951361157 8.5633957027457637 11.568339835852386 8.0925442380830628 5.656025872565805 11.389574815984814 5.0796176344156265
leaf_count=1671 212 516 163 57 113 401 415 115 227 772 174 122 412 197 253 59
internal_value=0 0.0270854 -0.00688259 0.0467495 0.0555172 0.065466 0.0764676 0 0.00370393 -0.0268101 0.0198566 0.0375569 0 0.0806817 -0.0006682 0.0527009
internal_weight=0 221.683 77.5541 144.128 125.193 107.048 92.8167 14.231 65.5292 31.3601 13.0452 34.1691 16.9447 17.2244 18.9351 7.54549
internal_count=5879 4208 2583 1625 1256 1044 528 516 2067 1173 401 894 575 319 369 116
shrinkage=0.1


Tree=138
num_leaves=17
num_cat=0
split_feature=2 21 21 17 2 2 2 5 2 14 2 1 17 2 6 14
split_gain=93.19 27.5711 18.4214 12.324 8.07726 2.22114 3.43495 1.99872 1.88712 1.77249 1.43837 3.39991 1.38051 1.30283 1.27172 1.24039
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 84.500000000000014 109.50000000000001 5.6814797752928108 71.500000000000014 20500.000000000004 42.500000000000007 66.500000000000014 1.0000000180025095e-35 85.500000000000014 44.700653465636357 42000.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 13 12 8 -7 -6 10 -9 -5 -12 -3 -4 -11 -13
right_child=2 4 3 5 7 6 -8 9 -10 14 11 15 -14 -15 -16 -17
leaf_value=-0.077805776216414768 -0.092430941538804767 -0.031006977011152622 -0.077222451938171441 -0.012412018658381001 0 0.069891013640491051 0 0 -0.032522291083386203 0.0010567970713624942 -0.0039958247613605929 0 0.045878638345081608 0 0.12221202817250271 0.098724562967362442
leaf_weight=8.6554914740845543 62.034481906797737 4.2978625986725074 28.919564547017217 8.8970286902040261 2.8702083453536025 11.35913192946464 11.287013191729782 2.4929329231381407 18.792742440942675 4.3018159046769133 5.1169525450095508 3.14032375626266 4.5955749377608299 4.9866132871247819 60.63327819108963 6.1691775694489479
leaf_count=218 1453 51 1380 111 12 110 151 10 1341 25 52 34 48 151 587 145
internal_value=0 0.0792044 -0.048799 -0.019342 0.0988884 0.00334679 0.030551 0.110295 -0.00653698 0.113927 0.0058339 0.0309362 0 -0.0685714 0.117263 0.0715989
internal_weight=0 87.8472 160.703 98.6685 79.1917 64.7624 22.6461 70.2982 42.1162 67.428 23.3235 14.4265 8.89344 33.9062 64.9351 9.3095
internal_count=5879 951 4928 3475 733 1944 261 634 1683 622 342 231 99 1531 612 179
shrinkage=0.1


Tree=139
num_leaves=17
num_cat=0
split_feature=21 17 2 2 1 1 2 23 16 16 1 15 12 2 28 5
split_gain=80.7973 43.1001 16.8973 7.61695 5.87813 8.7254 5.2351 3.86882 6.52231 2.51233 2.42333 2.23829 2.11125 1.92311 5.98247 1.83626
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.500000000000004 29.500000000000004 65.500000000000014 60.000000000000007 42.500000000000007 10.500000000000002 9.5000000000000018 10.500000000000002 73.500000000000014 4.5000000000000009 16550.000000000004 24.500000000000004 1.0000000180025095e-35 9.0123228183131427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 -3 -4 9 -9 -8 -6 -11 -5 14 -2 -13
right_child=1 4 6 12 10 -7 7 8 -10 11 -12 15 -14 -15 -16 -17
leaf_value=-0.092810982546062487 0 -0.028198117776417092 -0.021658154112560085 0.0015823741114167908 -0.081891611862501643 0.19955053116728139 0.0088049481945216609 0.089428272832246858 0 0 0 0 0.12091923353269961 -0.030051436206245005 0.15865618653219429 0.19881157756597881
leaf_weight=69.846731402911246 2.9484566431492549 11.373591900337484 14.008588952012358 5.0834529399871817 29.18239102000371 1.964078605175019 7.6338861314579871 9.9964255653321725 35.849971304647624 2.9829798024147731 1.8946569422259916 1.4463954139500854 50.791404267773032 4.1879943255335093 2.9903983995318413 4.6367588117718697
leaf_count=1671 21 444 84 30 2061 19 116 153 618 49 59 19 403 52 21 59
internal_value=0 0.0332204 0.0606655 0.0988846 -0.0503707 0 0.0251051 0.0387732 0.01792 0.0840572 -0.0742805 0.125383 0.113638 0 0.0510033 0.164649
internal_weight=0 186.971 142.557 66.0017 44.4147 13.3377 76.555 62.5464 45.8464 16.7 31.077 9.06613 55.8749 10.1268 5.93886 6.08315
internal_count=5879 4208 1625 527 2583 463 1098 1014 771 243 2120 127 433 94 42 78
shrinkage=0.1


Tree=140
num_leaves=4
num_cat=0
split_feature=19 14 1
split_gain=208.025 0.950276 0.50894
threshold=1.0000000180025095e-35 288250.00000000006 5.5000000000000009
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.094055160135466387 0.033181195350730407 0.0023140384254793072 0.10127791068176933
leaf_weight=125.6360903379973 10.344664134085177 5.5218995064496985 95.358535334467888
leaf_count=4995 73 36 775
internal_value=0 0.0936241 0.0965038
internal_weight=0 111.225 105.703
internal_count=5879 884 848
shrinkage=0.1


Tree=141
num_leaves=17
num_cat=0
split_feature=21 9 17 1 0 1 11 9 16 23 4 2 23 23 0 0
split_gain=74.8247 24.7543 17.5438 18.816 11.1832 10.3901 9.63772 8.33209 31.4841 6.84426 6.28292 6.20522 4.50306 1.9915 4.21645 1.90963
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 60.500000000000007 9.5000000000000018 2.6866448676440107 86.287871516216754 14.500000000000002 10.500000000000002 16.598065829242646 113.50000000000001 20.500000000000004 18.500000000000004 186.50000000000003 175.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 -3 9 8 -8 -6 -10 -4 15 -12 -15 -9
right_child=-2 2 4 -5 6 -7 7 12 10 -11 13 -13 -14 14 -16 -17
leaf_value=-0.085433731740586577 -0.092632253644768542 -0.054903134249986309 -0.077919266543711771 -0.089319810996775495 0.048663897041156201 0.10083312822333722 -0.091641019592121176 0.07669781847539324 0 -0.074014008735441672 0.12419338999992416 0.042541482398779064 0.015383739593450897 0 0.095834130467076242 0.14408514811979009
leaf_weight=16.513059263117611 66.697822883492336 4.5547466818243274 9.3604503981769067 19.883530545979738 10.132415736094119 13.082801670767367 12.979386973194776 29.840033681131899 9.7719917055219394 8.1136694923043233 22.781759119592607 5.8000695779919615 10.832973280921577 8.0825956063345092 8.5806938791647536 25.909978539682925
leaf_count=428 4208 82 123 541 15 18 92 79 42 72 47 22 24 33 20 33
internal_value=0 0.0285248 0.0389481 -0.0188396 0.053549 0.0492873 0.0623532 0.072022 0.0399859 0 0.0787579 -0.0186545 0.0989467 0.0966038 0.0468932 0.1116
internal_weight=0 216.22 199.707 37.5211 162.186 17.6375 147.025 128.779 62.1964 18.2461 49.217 15.1605 66.583 39.445 16.6633 55.75
internal_count=5879 1671 1243 641 602 100 457 370 234 87 142 145 136 100 53 112
shrinkage=0.1


Tree=142
num_leaves=17
num_cat=0
split_feature=21 2 2 11 12 2 16 1 28 16 5 14 16 16 9 23
split_gain=87.1636 26.7953 10.2774 3.14984 1.91796 1.86366 2.72889 2.26996 2.25587 2.07876 1.68364 1.54062 2.70774 1.52217 1.44239 1.84206
threshold=1.0000000180025095e-35 74.500000000000014 76.500000000000014 27.239266984493689 59500.000000000007 40.500000000000007 16.500000000000004 64.500000000000014 1.0000000180025095e-35 1.5000000000000002 16.461786866040004 288250.00000000006 16.500000000000004 22.500000000000004 96.935467488050008 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 -2 -4 8 7 9 -5 -7 -6 13 -13 14 15 -3
right_child=1 2 4 5 10 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.092747682219472216 -0.027718127238426867 0.088660306442918002 -0.014524216103481377 0.030461511112323383 0.051200834034456966 0 0 0 -0.039772119264839284 0.1629220108309572 0 0.068621233073124704 -0.0004306548475062802 0 0 0
leaf_weight=69.022411023266613 45.931247116066515 89.572380315512419 13.431380126625298 6.4989017881453082 13.07982862275094 1.3891229275614003 5.4085215684026471 3.1149036604911089 10.461393226403743 3.5001907907426357 6.6194789307191959 6.9101436119526607 6.5876153316348791 3.4460742101073256 1.7129473313689221 2.5575072765350333
leaf_count=1671 1095 1611 154 69 227 11 69 50 435 65 70 127 104 71 28 22
internal_value=0 0.0358968 0.061505 -0.00978446 0.00577915 0.0107572 0.0406206 0.0785767 -0.00107911 0.121452 0.029765 0.0763663 0.0201176 0.0821165 0.0845751 0.0862699
internal_weight=0 220.222 143.917 76.3043 33.1307 30.373 13.4127 8.00422 16.9603 4.88931 19.6993 110.787 13.4978 97.2889 93.8428 92.1299
internal_count=5879 4208 2414 1794 451 699 195 126 504 76 297 1963 231 1732 1661 1633
shrinkage=0.1


Tree=143
num_leaves=17
num_cat=0
split_feature=27 21 17 21 17 2 14 1 13 9 2 2 2 2 1 0
split_gain=85.4334 22.3065 11.4954 8.62737 8.49524 4.1088 2.12818 1.92557 1.33008 1.3697 1.15136 1.0127 1.18315 0.801557 0.762773 0.681833
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 89.500000000000014 79883.095238095251 73.500000000000014 22.2456713417514 89.871711423672167 42.500000000000007 75.500000000000014 85.500000000000014 19.500000000000004 44.500000000000007 197.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 -1 -5 7 15 8 9 -4 -10 -3 14 -8 -13 -6
right_child=1 2 5 4 6 -7 13 -9 10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.092202083256476289 -0.078078153285902313 -0.030144493784757698 0 -0.077320067938279849 -0.03961728698526041 0 0.11259350552665155 0 0 0.045123992966346227 0.086933514920118984 0 0 0.0015249470516792744 0.072322032456458005 0
leaf_weight=58.384426081553102 11.224016974680124 10.525662140455099 1.8319061994552637 26.273937810678035 14.646830449812116 3.0411384999752036 1.0312461294233823 1.4798949025571335 1.8579228427261103 19.190468883141875 92.81749951094389 1.8071511276066292 1.951169319450855 23.088212818838656 3.8499094620347023 2.3484644126147023
leaf_count=1537 134 649 25 867 325 55 17 42 41 234 1142 23 44 597 42 105
internal_value=0 0.0498836 0.0617088 -0.0619177 -0.0327149 0.073059 0 0.0763334 0.0778958 0.0347448 0.085367 -0.00251946 0.00943712 0.0145577 0.0470238 -0.0308457
internal_weight=0 149.577 138.353 125.773 67.3887 120.219 41.1148 117.178 115.698 21.0224 94.6754 18.1339 7.60823 24.1195 5.65706 16.9953
internal_count=5879 2431 2297 3448 1911 1539 1044 1484 1442 259 1183 758 109 614 65 430
shrinkage=0.1


Tree=144
num_leaves=14
num_cat=0
split_feature=17 13 2 2 2 21 12 0 0 15 26 11 8
split_gain=63.5788 21.9283 22.5176 35.5332 18.8797 18.4381 14.4602 13.8103 9.80638 18.8067 13.2298 24.5612 1.28519
threshold=1.0000000180025095e-35 59.750254476144008 32.500000000000007 35.500000000000007 45.500000000000007 1.0000000180025095e-35 14075.000000000002 60.500000000000007 191.50000000000003 11.500000000000002 1.0000000180025095e-35 15.584696304598951 0.38742398562191355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6 10 -10 12 -12 -9
right_child=1 -3 3 4 5 6 -8 8 9 -11 11 -13 -14
leaf_value=-0.092728049220793238 -0.084513668720987617 -0.084831846585274109 0.1318241498936043 -0.0877821971887109 -0.070301821733609868 0.072757770451243597 -0.086723653624597996 0.045474641665348071 -0.087910205307654393 0.094402234477516334 -0.081198848991645894 0.1033563228011766 0.13875009985805395
leaf_weight=60.844574286602437 13.742014960385857 16.149531803559512 37.324606947600842 13.844135758467017 6.8367502903565756 6.8087850529700544 19.333273922093213 9.0445624701678735 10.760534047149122 11.771789453923702 11.430542144458743 17.394168995320797 30.839303898625076
leaf_count=2451 665 754 11 279 80 47 1304 17 81 13 82 33 62
internal_value=0 0.0235647 0.0338769 0.0442922 0.0191814 0.0327108 -0.0375432 0.0534739 0.0649383 0 0.0838281 0.0232386 0.122607
internal_weight=0 205.28 189.13 175.388 138.064 124.22 26.1421 98.0777 91.2409 22.5323 68.7086 28.8247 39.8839
internal_count=5879 3428 2674 2009 1998 1719 1351 368 288 94 194 115 79
shrinkage=0.1


Tree=145
num_leaves=17
num_cat=0
split_feature=1 2 1 1 1 6 2 23 1 2 14 7 9 7 7 9
split_gain=50.9153 34.1313 31.8566 26.5642 33.4019 10.0618 9.91096 12.8856 11.2528 8.15275 14.2029 7.97439 7.86773 6.07954 6.01734 5.53801
threshold=56.500000000000007 107.50000000000001 54.500000000000007 41.500000000000007 13.500000000000002 43.322879304110707 110.50000000000001 20.500000000000004 64.500000000000014 86.500000000000014 105836.02941176471 17.528622330717052 28.467077296360952 10.819508189742285 10.819508189742285 94.420303552497415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 11 -2 8 -8 -3 10 15 -1 -10 -14 -4 -6
right_child=1 6 14 -5 9 -7 7 -9 12 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.088778081200672196 0.030904788465500641 -0.070150142242065783 0.0063958310103012566 -0.086241085656484029 0.091342063554343822 -0.093097126259180846 -0.087007864449753267 0.04150328486682052 -0.04284846609341298 0.11035894402893659 -0.073119679566800586 0.048542321901570817 0 0.11233497551949796 0.22315645310995003 -0.014964905334532059
leaf_weight=17.912424622569237 4.6135907629504791 5.8582528969272962 3.6662179492413989 16.415225443430245 22.995074289385233 74.561805168632418 18.175187668763105 11.310213704127817 3.4810082921758285 44.246929679065943 7.7495732167735687 3.4901601281017056 9.4932373967021686 23.33523908816278 11.781084299087523 2.3880310775712124
leaf_count=365 81 20 29 489 169 3752 195 49 38 80 329 17 69 98 58 41
internal_value=0 -0.0377999 0.0474346 0.0273009 0.0481915 -0.0833479 0.0097414 -0.0309363 0.0429232 0.0798825 0.0331524 -0.0570495 0.0666695 0.0843687 0.184646 0.0734692
internal_weight=0 150.829 130.645 115.197 98.7822 79.1754 71.6531 29.4854 42.1677 77.3796 33.1327 21.4026 36.3095 32.8285 15.4473 25.3831
internal_count=5879 4302 1577 1490 1001 3833 469 244 225 619 539 382 205 167 87 210
shrinkage=0.1


Tree=146
num_leaves=17
num_cat=0
split_feature=17 19 1 1 1 2 2 6 3 28 5 23 23 18 7 9
split_gain=76.8734 11.5598 11.5371 15.1575 42.51 10.3711 13.6378 10.2611 10.2569 8.7145 8.48888 11.2567 7.22534 6.06068 5.88036 5.4281
threshold=1.0000000180025095e-35 1.0000000180025095e-35 57.500000000000007 56.500000000000007 2.5000000000000004 107.50000000000001 52.500000000000007 44.700653465636357 15730.011659498301 1.0000000180025095e-35 9.0993324138333609 10.500000000000002 19.500000000000004 1.0000000180025095e-35 16.461778588663801 67.446432047963796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 10 -6 9 -2 -5 -12 -13 -8 -4 -1
right_child=8 -3 14 5 7 -7 13 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0 -0.049018797416433002 -0.073338887178491352 -0.081594985673345305 0.10455655720793847 0.035841684838869368 0.12557785009173697 -0.079616323514517903 -0.094038231047450072 -0.093077552067910629 0.16522379038866108 -0.079848788743863933 0.075632150075394491 -0.050988962870901669 0.057822501217554313 0.04283624762686853 0.11207573629389628
leaf_weight=6.2805889453738954 3.9535001856274894 8.6402919469401223 11.456355163827537 33.317172225099057 5.1453051492571822 27.914327497594059 10.76384478388354 29.481396485120058 76.204773397417739 2.8806142816320062 6.782720196992158 27.48357956670225 3.4339667428284875 2.9247563630342475 3.3516108915209761 25.145570433698595
leaf_count=59 107 580 228 185 17 50 215 719 3274 47 91 157 44 4 26 76
internal_value=0 0.0322444 0.0379921 0.0455691 0.0042258 0.0680432 0.0467242 -0.0689687 -0.0820194 0.0120494 0.0654161 0.0255263 0.0551061 -0.0356543 -0.0399385 0.0912325
internal_weight=0 202.121 193.481 178.673 66.0529 112.62 84.706 34.6267 83.0389 6.83411 71.0174 37.7003 30.9175 13.6886 14.808 31.4262
internal_count=5879 2451 1871 1617 871 746 696 736 3428 154 477 292 201 219 254 135
shrinkage=0.1


Tree=147
num_leaves=17
num_cat=0
split_feature=2 2 1 17 2 2 6 19 15 14 8 2 16 13 7 4
split_gain=44.6417 15.863 14.5966 8.66523 5.41733 5.35108 7.4125 5.24523 4.89093 4.8581 3.94234 3.86351 4.01819 6.11048 6.43212 3.81981
threshold=82.500000000000014 110.50000000000001 57.500000000000007 1.0000000180025095e-35 75.500000000000014 35.500000000000007 53.658722993062561 1.0000000180025095e-35 3.5000000000000004 332631.00000000006 0.38742398562191355 114.50000000000001 15.500000000000002 39.763528915632655 10.465894933139731 37.017741612752609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 5 15 8 -8 10 -1 -7 -3 -13 -14 -15 -4
right_child=1 11 4 -5 -6 6 7 -9 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.073440708491339157 0 -0.063767801237326074 -0.048610105428566544 0.079959758688503912 -0.061026823670070868 0 0.08081522109928968 -0.022490668527383267 -0.028633372045719113 0.13437901664778093 0.20291604885117009 -0.010125623169268474 0 0 0.20824484280272937 0.070401826785485386
leaf_weight=59.370428864378482 19.598172714933753 8.9441972458735091 21.038380497135226 89.993489529006183 13.850441690534351 0.73347316076979341 24.473998223431412 2.6696908306330434 22.267993906512856 0.48005200223997135 1.7266358393244443 19.642917550168935 4.6332027688622457 2.7674052696675062 3.8297090101987123 1.8772790804505337
leaf_count=2338 144 49 717 388 938 14 387 143 323 29 53 168 42 32 38 76
internal_value=0 0.0470194 -0.0301176 0.0667797 -0.00199026 0.00627154 0.0262098 0.0632937 -0.00641679 -0.0684354 0.113462 -0.00234992 0.00897154 0.0601658 0.124196 -0.0301414
internal_weight=0 149.409 148.488 109.592 88.6379 74.7875 51.8718 27.1437 24.7281 59.8505 2.46011 39.8174 30.8732 11.2303 6.59711 22.9157
internal_count=5879 861 5018 532 2651 1713 920 530 390 2367 67 329 280 112 70 793
shrinkage=0.1


Tree=148
num_leaves=14
num_cat=0
split_feature=22 7 17 2 23 1 8 26 8 2 5 0 0
split_gain=128.324 15.5803 11.7763 8.11718 9.83719 7.3677 5.86095 8.10457 6.12919 2.01749 10.0306 1.91578 0.0177346
threshold=1.0000000180025095e-35 8.2948038871326624 1.0000000180025095e-35 38.500000000000007 1.5000000000000002 44.500000000000007 4.7789487399860215 1.0000000180025095e-35 4.6787389078007857 55.500000000000007 10.882618857578201 79.500000000000014 64.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 9 -9 10 12 -11 -2
right_child=6 -3 -4 4 -6 -7 -8 8 -10 11 -12 -13 -14
leaf_value=0.14174970664102893 0 -0.093592647475319965 -0.084199723807077714 0.091305388764248874 -0.078900997529573913 -0.0010340531769158863 0 -0.068556131049658839 0.087428351472767452 0.13520123015174798 0.10174952742251718 0.072841224309538627 -0.0042160557377740925
leaf_weight=8.2687606783583778 6.5651018694043186 96.278812834294513 15.686180279124526 4.5184475397691122 10.135687366593627 1.9130922961048771 10.302386440336702 6.3103843331336957 4.1384902894496918 25.984325006604195 19.569342039525509 36.785360500216484 9.9772039726376516
leaf_count=31 17 4413 710 24 376 85 35 87 3 16 16 35 31
internal_value=0 -0.0712612 -0.0132721 0.0234803 -0.0127851 0.0952983 0.0704322 0.0772285 0 0.0861052 0.0532235 0.101839 0
internal_weight=0 136.801 40.5222 24.836 14.6541 10.1819 119.633 109.33 10.4489 98.8813 36.1116 62.7697 16.5423
internal_count=5879 5639 1226 516 400 116 240 205 90 115 64 51 48
shrinkage=0.1


Tree=149
num_leaves=14
num_cat=0
split_feature=18 15 23 4 15 5 4 12 7 0 0 0 12
split_gain=127.404 7.67416 14.6657 6.73258 8.85701 15.2782 14.5185 8.83625 8.04137 6.43347 3.74439 3.6678 0.696183
threshold=1.0000000180025095e-35 9.5000000000000018 18.500000000000004 37.017741612752609 4.5000000000000009 9.2090384758005666 19.530170800735281 57000.000000000007 13.157967448286552 26.500000000000004 151.50000000000003 70.500000000000014 114750.00000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 -2 7 -6 11 -3 12 -8 -7
right_child=1 2 -4 -5 6 10 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.093482088424451923 -0.057390601033764914 0.01546836258718899 0.070003487667586989 0 0.082696410895372455 0.038556365286080044 0.079060012941766344 -0.07963501417505052 0.018442511310940064 -0.095543690766696276 0.0075859578469581607 0.15702901868555674 0.11561430868086681
leaf_weight=95.675941466586664 13.448197323828934 4.1021979227662113 17.723850144073367 11.659674298018215 5.875695735216139 13.201837055385115 27.102687813341618 7.5973567627370358 13.941539555788038 13.491804001852868 16.449825009331107 28.932103782892227 13.287487886846064
leaf_count=5465 33 7 35 40 9 28 32 67 21 52 32 42 16
internal_value=0 0.0484174 0.000428363 0.0582861 0.0645135 0.0283402 0.0865618 0 0.10493 -0.0583039 0.0598436 0.122883 0.0847527
internal_weight=0 186.814 35.3179 151.496 139.837 56.3873 83.4494 13.4731 69.9763 17.594 42.9391 56.0348 26.4893
internal_count=5879 414 94 320 280 109 171 76 95 59 76 74 44
shrinkage=0.1


Tree=150
num_leaves=17
num_cat=0
split_feature=21 2 22 2 2 3 12 8 15 16 15 7 2 7 18 8
split_gain=72.2648 16.2741 5.43298 6.93614 5.18989 5.56129 4.1143 4.83471 11.2877 6.81361 13.9227 4.01948 3.93469 4.08837 3.57927 2.69758
threshold=1.0000000180025095e-35 51.500000000000007 1.0000000180025095e-35 30.500000000000004 38.500000000000007 35870.716953635259 35800.000000000007 0.40798873271226055 11.500000000000002 10.500000000000002 5.5000000000000009 12.014905764295351 40.500000000000007 12.014905764295351 1.0000000180025095e-35 4.6787389078007857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 -6 7 -3 9 -9 -11 -1 -5 -14 15 -8
right_child=-2 6 4 12 5 -7 14 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.022007401055012622 -0.09192733226103561 0 0.048748786259289772 0 0.050084172388625114 0.20816111665077253 -0.00036723330495453733 0 -0.03971722641318283 0.0044529768365894366 0.37778410801076456 0.13082355270032497 0.11307631370626113 0 -0.032366580749976379 0.0527907871014833
leaf_weight=12.322338812053205 58.042253233492374 14.243211936205627 27.085744947195053 46.616617280989885 8.8914891630411166 8.5426873564720136 33.440033197402954 4.1510021910071355 3.3496202528476706 3.417660791426897 2.803320461884141 12.044094569981096 7.2048382516950351 4.7736087329685688 35.944884404540062 10.685713693499563
leaf_count=34 842 61 55 156 24 39 100 20 12 19 25 37 33 22 237 40
internal_value=0 0.0323893 0.0566717 0.0371402 0.0885802 0.139002 0.00188673 0.0363036 0.0787999 0.136339 0.204802 0.0839941 0.0142463 0.0654035 -0.00763808 0.00797774
internal_weight=0 235.517 127.481 82.9615 44.5199 17.4342 108.035 27.9648 13.7216 10.372 6.22098 24.3664 58.5951 11.9784 80.0706 44.1257
internal_count=1756 914 400 282 118 63 514 137 76 64 44 71 211 55 377 140
shrinkage=0.1


Tree=151
num_leaves=10
num_cat=0
split_feature=21 2 2 2 7 16 2 2 2
split_gain=66.84 26.3336 21.2304 19.7551 14.3312 9.4744 8.58797 7.96046 3.89159
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 5.5000000000000009 54.500000000000007 100.50000000000001 45.500000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 8 -7 -3
right_child=1 2 3 5 -6 7 -8 -9 -10
leaf_value=-0.092161400369181856 -0.087798157777084607 0.068854279996571122 -0.083743952831544177 0.09151455987471141 0.032243410940656268 0.050740756320655715 0.12517235318917388 -0.07501839420369863 0
leaf_weight=61.938124577980489 24.593025487847626 16.142059352248911 16.371678687632084 21.385000867769122 13.631301654502748 11.540585940703751 38.689801022410393 8.8653206471353752 10.729837918654082
leaf_count=914 256 34 289 34 28 34 15 104 48
internal_value=0 0.0298543 0.0529772 0.00527354 -0.0397626 0.0449274 0.0922496 0 0.0374124
internal_weight=0 161.949 123.724 58.1626 38.2243 41.7909 65.5617 20.4059 26.8719
internal_count=1756 842 558 461 284 172 97 138 82
shrinkage=0.1


Tree=152
num_leaves=17
num_cat=0
split_feature=21 17 16 16 1 4 12 1 8 12 12 1 16 12 10 14
split_gain=66.2797 13.9115 9.82022 12.0169 10.6683 12.9595 9.139 7.49116 9.42908 8.68083 12.443 7.17114 6.48848 6.27734 6.83953 6.07204
threshold=1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 6.5000000000000009 42.500000000000007 32.903777445262158 114750.00000000001 50.500000000000007 1.4648811878676853 33900.000000000007 78475.000000000015 57.500000000000007 8.5000000000000018 106875.00000000001 1.2943714342244503 21500.000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 11 -4 8 -5 -9 -11 -6 -3 14 -14 -16
right_child=1 12 4 7 5 -7 -8 9 -10 10 -12 -13 13 -15 15 -17
leaf_value=-0.092161400369181856 -0.0056218162794419218 -0.079255471002556491 0 -0.076299223357236198 -0.0996570869181235 0.061611985733604539 0.12759698938508854 0.16589671607101397 0.07297505836385941 -0.0041621174358636879 0.10890568598319078 0 0.024781762048258264 0.047580846742466432 0.027252461727138574 -0.077875911305307147
leaf_weight=61.938124577980489 14.143355100415645 10.931018038652836 9.6697119642049092 5.759351301938298 18.04371778853238 10.412749018520115 11.282375637441872 18.646224746480584 12.001836923882363 11.906587865203617 21.614592092111707 6.3860660418868056 16.494671426713467 22.134547771885991 4.0985304042696979 21.242094315588474
leaf_count=914 49 102 39 19 59 22 27 25 46 29 45 19 63 113 11 174
internal_value=0 0.0252328 0.0440872 0.0660723 0.00737871 -0.0223615 0.0663717 0.08343 0.013321 0.10347 0.0627839 -0.0663323 -0.00730754 0.00186335 -0.0175493 -0.052988
internal_weight=0 214.767 139.867 84.0719 55.7946 34.8425 20.9521 69.9286 17.7612 52.1674 33.5212 24.4298 74.9009 63.9698 41.8353 25.3406
internal_count=1756 842 379 213 166 100 66 164 65 99 74 78 463 361 248 185
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=2 2 0 1 21 17 0 12 2 15 7 0 9 13
split_gain=86.9228 26.3123 16.837 14.596 8.29772 11.8881 11.1341 13.0487 6.97806 6.78929 6.75046 6.15952 9.14442 2.12075
threshold=29.500000000000004 21.500000000000004 3.5000000000000004 56.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 208.50000000000003 18625.000000000004 127.50000000000001 6.5000000000000009 13.633568057130153 92.500000000000014 72.821628801248423 42.810442984581705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 -6 8 -8 9 -7 11 12 -11 -9
right_child=2 3 4 -5 5 6 7 13 -10 10 -12 -13 -14 -15
leaf_value=-0.076614463761885493 0.23017534664911393 0 -0.091813204466136625 0.11364677379181287 -0.088980598483435452 -0.090178163625507471 0.2126685321446086 0.041943721150496369 0.094342020408570038 -0.05001059618334857 0.10099106198269631 -0.082521654718939311 0.15902619672232748 -0.05214837229829869
leaf_weight=9.2004581568762642 1.777360782958566 15.487702839076517 55.47921159490943 62.279383881017566 29.666298523545265 20.207170709967613 4.2448008041828862 5.735703054815529 2.971453368663787 3.9720783866941991 4.3280828036367884 12.15253317914903 3.3124717846512794 4.0878919139504433
leaf_count=131 17 24 782 89 348 147 19 23 7 40 25 71 13 20
internal_value=0 0.0718766 -0.0539017 0.0920135 -0.0587232 -0.0362746 -0.00737224 0.0661152 -0.0336516 -0.0468447 -0.0015915 -0.0347132 0.0176154 0
internal_weight=0 86.9675 147.935 77.7671 146.158 90.6785 61.0122 14.0684 46.9438 43.9723 23.7652 19.4371 7.28455 9.82359
internal_count=1756 244 1512 113 1495 713 365 62 303 296 149 124 53 43
shrinkage=0.1


Tree=154
num_leaves=17
num_cat=0
split_feature=21 1 2 15 0 15 1 16 23 25 1 15 1 3 3 1
split_gain=83.2993 41.0698 14.1654 10.3701 17.8007 23.2025 6.04848 4.21719 7.91043 5.07162 3.90775 3.60966 6.06049 3.5794 2.51119 1.58395
threshold=1.0000000180025095e-35 64.500000000000014 38.500000000000007 7.5000000000000009 166.50000000000003 10.500000000000002 6.5000000000000009 13.500000000000002 14.500000000000002 1.0000000180025095e-35 69.500000000000014 3.5000000000000004 56.500000000000007 52886.041940081785 57922.235687022905 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 7 6 -6 -5 8 -4 -9 13 -2 15 -3 -15 -13
right_child=1 10 3 4 5 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.092258984000778574 0.13732289204579248 -0.087034314704949212 0 0.12440039562172081 0.33726464357469577 0.005457842789224873 -0.0076969443239586254 -0.058841897084872564 0.13353276918167348 0.035087030357664639 0 0.045273854855517735 0.099169511547677364 0.1244775545871632 -0.037001923672026441 -0.0088862034350290636
leaf_weight=63.064541325438768 26.778051443397999 24.03715882264078 14.910743154585363 3.9359433427453103 5.1294783279299718 5.8131295293569565 16.077466631308198 18.382306691259149 5.6936834696680299 5.5413429178297511 3.4003374353051177 7.6061066240072233 27.308750126510859 1.3343582190573204 3.240341380238533 7.8031684532761574
leaf_count=914 37 301 68 18 21 21 76 91 26 24 16 20 37 19 47 20
internal_value=0 0.0413992 0.0646965 0.0307304 0.0751843 0.179255 0.00829855 0 0.0329864 -0.0287338 -0.0578707 0.0987143 0.069835 -0.0715039 0 0.00488108
internal_weight=0 176.992 144.98 75.4841 30.956 10.9426 20.0134 44.5281 20.6044 23.9236 32.0122 69.4961 42.718 28.6119 4.5747 15.4093
internal_count=1756 842 459 345 136 42 94 209 94 115 383 114 77 367 66 40
shrinkage=0.1


Tree=155
num_leaves=3
num_cat=0
split_feature=19 9
split_gain=189.873 3.48644
threshold=1.0000000180025095e-35 22.189374422997904
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.093601570316705338 0.015860325483326283 0.096141874589711379
leaf_weight=111.08875663299114 12.182142958045004 103.5622129663825
leaf_count=1576 25 155
internal_value=0 0.0894185
internal_weight=0 115.744
internal_count=1756 180
shrinkage=0.1


Tree=156
num_leaves=17
num_cat=0
split_feature=21 9 17 1 16 23 4 1 16 23 0 8 16 16 23 2
split_gain=62.2488 22.0199 13.9731 16.2538 9.04436 9.38831 11.6387 10.9359 25.2456 7.41152 6.35483 5.72326 3.39231 14.5616 9.45038 3.46883
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 1.5000000000000002 18.500000000000004 19.530170800735281 7.5000000000000009 17.500000000000004 14.500000000000002 219.50000000000003 0.33225066029187555 15.500000000000002 3.5000000000000004 13.500000000000002 107.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 11 6 9 -7 -9 -6 -3 -4 13 -8 15 -15
right_child=-2 2 4 -5 5 7 12 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.084614513867767138 -0.091945044380533747 0 0.042839188772122311 -0.088026481159128214 -0.07895719975251167 0.10541474319339983 0.13486431755995187 0.085780014393109588 -0.092581047416135459 0.051194595664389678 0.10801140465599311 -0.080967958409821184 0.10981014565608067 -0.090378394490192721 0.077630365985386543 0
leaf_weight=15.910917880944906 58.229453334584832 8.3770241364836711 4.5801896024495354 18.12800338678062 7.2929311208426979 9.659871891140936 13.983471035957335 13.081027565523984 18.889113897457719 10.931148947216569 8.3543248232454044 8.3934497898444516 48.13489343971014 8.0783519018441456 10.488067181780933 5.781896084547042
leaf_count=230 842 39 7 208 34 5 14 32 101 26 9 44 93 26 26 20
internal_value=0 0.0248981 0.0349018 -0.0184349 0.0478281 0.0553724 0.071742 0.00940691 -0.0133525 0 0.045024 -0.0218586 0.0870501 0.0532569 0 -0.0475194
internal_weight=0 210.065 194.154 34.8594 159.294 146.321 104.691 41.63 31.9701 18.2241 16.7313 12.9736 86.4667 38.3318 24.3483 13.8602
internal_count=1756 914 684 256 428 377 239 138 133 60 48 51 179 86 72 46
shrinkage=0.1


Tree=157
num_leaves=17
num_cat=0
split_feature=21 2 7 10 14 0 2 0 16 14 23 7 12 27 0 0
split_gain=60.0033 23.7842 23.1218 13.1926 10.8044 13.0812 11.6731 10.3296 7.93527 6.82447 5.9102 5.58634 5.20754 9.77664 4.75944 4.64494
threshold=1.0000000180025095e-35 74.500000000000014 13.226258209017852 19.492923455870507 108429.16666666667 100.50000000000001 107.50000000000001 205.50000000000003 12.500000000000002 54232.500000000007 13.500000000000002 11.488191633941602 101307.7777777778 1.0000000180025095e-35 150.50000000000003 112.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 6 8 7 -3 -6 -2 14 -7 13 -11 -4 -12
right_child=1 2 10 -5 5 11 -8 -9 -10 12 15 -13 -14 -15 -16 -17
leaf_value=-0.092195495548149528 -0.082089342918924391 0.15843313883539667 -0.090896202703318246 0.11895635622961004 0 -0.060667078440244132 0 0.013981768125713452 0.13732777923383757 -0.0076908419134230216 0.068193445575424824 0.029413492014922583 -0.043704972599651545 0.14729788175221267 0 -0.012862536008655357
leaf_weight=62.323074339423329 25.637587901204824 30.811185076832771 12.883984712883832 5.1247665323317042 8.2078239955008048 13.369939070194961 7.3990408498793832 9.6872753091156465 13.41787928342819 12.013158412650229 10.935199216008188 11.319983992725609 22.738472614437342 5.0119323804974547 8.0709274336695653 12.335488487035034
leaf_count=914 153 83 36 19 28 50 43 25 48 85 31 26 130 19 28 38
internal_value=0 0.0193854 0.0440162 -0.0261305 0.0723555 0.0315218 0.107669 0.128814 0.0896205 -0.0405544 -0.0118369 -0.0112739 -0.00874994 0.0261997 -0.0529965 0.0166407
internal_weight=0 208.965 138.439 70.5259 94.2131 46.3156 47.8975 40.4985 21.6257 65.4012 44.2256 24.6899 39.7636 17.0251 20.9549 23.2707
internal_count=1756 842 436 406 303 152 151 108 76 387 133 76 234 104 64 69
shrinkage=0.1


Tree=158
num_leaves=17
num_cat=0
split_feature=27 2 12 5 23 7 6 5 17 9 6 1 4 5 7 3
split_gain=94.435 21.5662 21.4995 10.1586 8.43089 8.03653 7.96808 6.55794 6.40939 5.99392 5.88522 5.62184 2.99419 2.10057 2.10046 1.90395
threshold=1.0000000180025095e-35 76.500000000000014 94219.537815126067 9.0123228183131427 9.5000000000000018 15.453764320283351 52.087494862935053 8.2609569180093878 1.0000000180025095e-35 30.606290405519555 55.588237318693629 56.500000000000007 8.0455376417707214 7.9565277022367011 13.539832072843751 85364.213891734325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 -5 9 -6 14 12 15 -8 -7 -4 -11 -2 -1
right_child=1 -3 8 4 6 11 10 -9 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=0 0.058348742996838857 -0.061142543507406458 -0.018861289398823269 0.11346000184911409 0.074118276380811837 0.13428463013430611 -0.089329743805641071 -0.079484851991506872 0.12350879915958429 0 0.030531559074851694 -0.025912266556728319 0.10065412867101219 -0.090714438978273498 -0.00043830525224566874 -0.062164222429655018
leaf_weight=12.795468127354981 7.02209071069956 13.091101933270691 5.0642140973359338 16.552145915105939 12.380043494515123 2.858765082433818 8.6928962990641576 11.461660335771738 53.313994161784649 3.2206415282562366 4.4804777819663277 6.9546777093783021 2.7775796251371503 84.61103677470237 7.670471578836441 5.4440025128424159
leaf_count=155 18 80 44 35 33 24 40 34 91 36 18 76 22 977 20 53
internal_value=0 0.0534682 0.0666056 0.0241899 0.0559465 -0.0680706 0.0108733 -0.0192956 0.110681 -0.0762885 -0.0333958 0.000394705 0 -0.0876824 0.0140591 -0.0104669
internal_weight=0 142.507 129.416 68.2598 42.1056 115.885 25.5534 26.1542 61.1558 106.071 13.1734 9.81344 7.84179 87.8317 14.6926 18.2395
internal_count=1756 435 355 198 126 1321 91 72 157 1221 58 100 66 1013 38 208
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=17 2 2 7 7 7 16 2 16 3 26 6 14 0
split_gain=52.7088 18.2815 36.7571 22.3488 20.4186 20.8879 17.2671 14.5591 13.1048 12.0236 10.1175 5.61691 3.33211 1.65843
threshold=1.0000000180025095e-35 32.500000000000007 35.500000000000007 10.356226066015651 11.612734641551343 13.633568057130153 18.500000000000004 76.500000000000014 18.500000000000004 85364.213891734325 1.0000000180025095e-35 63.634056456777159 81105.463659147892 167.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 10 -7 11 -8 13 -9 -12 -5
right_child=1 2 3 4 5 7 9 8 -10 -11 12 -13 -14 -15
leaf_value=-0.091933813519020718 -0.084377717992857593 0.12235958394750553 -0.087880709496752973 0.14617706114866044 -0.091081990562594389 -0.076072822614116145 -0.085134112878795215 -0.079696552824058645 0.11976641035978706 0.095747099369609123 -0.055850097695308999 0.052253316950582045 0.061337368348233473 0.062496994433656944
leaf_weight=53.040846640244126 14.451398730743675 34.896483309566975 20.732918404974043 22.869117049500346 23.477300222031772 8.860406310297547 10.877956118434666 6.3740710392594355 17.623584283515811 4.9530247300863257 4.7430529389530403 5.7460580915212631 4.9242566358298063 14.800681760534642
leaf_count=711 168 11 296 31 236 80 74 49 18 5 29 7 9 32
internal_value=0 0.0203375 0.0298084 0.00631571 0.0235036 -0.0146489 0.0641627 0.0266586 0.063979 -0.0159209 0.095166 -0.000654907 0 0.118603
internal_weight=0 195.33 180.879 145.982 125.25 62.0814 63.1681 38.6041 29.7437 15.831 47.3371 12.1201 9.66731 37.6698
internal_count=1756 1045 877 866 570 390 180 154 74 79 101 56 38 63
shrinkage=0.1


Tree=160
num_leaves=17
num_cat=0
split_feature=2 1 2 1 1 29 16 3 27 9 6 14 11 5 23 11
split_gain=39.6695 27.1356 15.0388 14.8401 12.3451 11.0779 10.4742 14.165 9.95365 8.64771 7.76867 5.9619 5.90212 4.99928 5.54935 4.69907
threshold=107.50000000000001 56.500000000000007 112.50000000000001 55.500000000000007 29.500000000000004 1.0000000180025095e-35 14.500000000000002 41354.307285614654 1.0000000180025095e-35 72.821628801248423 52.087494862935053 23929.000000000004 44.849692702055002 8.1898437851319184 20.500000000000004 22.670594825228054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 -3 7 15 9 12 -2 -8 -4 -12 -15 -1
right_child=2 5 8 -5 -6 -7 11 -9 -10 -11 13 -13 -14 14 -16 -17
leaf_value=0.02995394827728794 0 -0.092523541234608125 0.066539652390564932 0.17683318837302639 -0.083229081811695693 0.05055040271959263 0.037819938096138137 -0.035533714839302337 0.061336569315751654 -0.090637487458372412 0 -0.085569485903501316 -0.061387601095608368 0.097650379893490236 0.0038356106072923017 0.15296368453912257
leaf_weight=11.442617719993001 10.828539576381443 65.26376350549981 8.9125033132731932 4.7665100991725913 15.840305434539912 4.0306035429239264 3.3127498328685752 9.2824697438627464 13.817202009260653 16.349433464929461 8.3340772036463004 11.494267701171337 5.2800003699958316 56.699507404118776 12.214728657156227 10.989089233800767
leaf_count=41 74 903 22 10 176 37 5 48 34 86 45 80 33 113 35 14
internal_value=0 -0.0372007 0.039621 0.00536401 -0.00453804 -0.081318 0.0179611 0.0534096 -0.00373452 -0.0397147 0.0637251 -0.0444699 0.00486912 0.0750721 0.0839215 0.0991225
internal_weight=0 136.422 132.436 67.128 62.3615 69.2944 46.5212 31.7142 44.3591 30.5419 88.0769 14.807 14.1925 77.2483 68.9142 22.4317
internal_count=1756 1314 442 374 364 940 188 103 175 141 267 85 55 193 148 55
shrinkage=0.1


Tree=161
num_leaves=17
num_cat=0
split_feature=17 0 1 1 1 23 6 23 10 9 15 9 8 11 11 0
split_gain=66.8144 10.2357 10.092 12.3188 30.3612 10.0077 9.2054 8.57324 8.82453 8.67961 8.30256 8.00919 7.73925 9.82673 5.51182 5.07895
threshold=1.0000000180025095e-35 25.500000000000004 57.500000000000007 56.500000000000007 2.5000000000000004 22.500000000000004 45.776543533071212 16.500000000000004 2.6788070641895705 94.835096202786019 10.500000000000002 67.446432047963796 1.7229423396441204 3.3959909390330956 1.8857750922294454 128.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -2 -6 12 9 -9 -7 -3 13 -5 -4 -13
right_child=5 2 14 7 6 10 -8 8 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.074075859875999961 -0.092653812921878576 0 0.042725712976662167 -0.0016036564149127233 0.030085283395091186 -0.046061469656936825 -0.091870288894398799 -0.026066882227128753 0.12286836593500557 0.10056054809562326 0.16443072531606848 0.14865402932734995 -0.028166575199011668 0.089811157556931739 -0.080225210199841551 0.0262949195216035
leaf_weight=7.8044163901358834 68.865837150253356 7.710151692852377 3.1342522352933875 14.043959530070422 5.3020003363490131 3.8647558251395813 25.163517432287335 9.9896441083401459 36.897860842756927 8.9025476053357107 2.8062519244849682 13.708262968808414 13.225053752772508 25.989761985838413 10.944984001107512 10.771681388840078
leaf_count=66 993 28 6 51 10 39 192 42 58 13 13 17 47 59 92 30
internal_value=0 0.0301514 0.0356052 0.0428587 0.00401321 -0.0807191 -0.0640877 0.0633456 0.0926406 0.0230277 0.012534 0.0746726 0.0289067 0.0527517 -0.0386631 0.102975
internal_weight=0 193.588 185.784 171.704 62.6556 75.5368 30.4655 109.049 55.7901 18.8922 6.67101 32.1901 53.2588 40.0337 14.0792 24.4799
internal_count=1756 711 645 547 277 1045 202 270 113 55 52 75 157 110 98 47
shrinkage=0.1


Tree=162
num_leaves=17
num_cat=0
split_feature=2 2 17 0 11 8 28 2 23 5 7 9 10 7 12 8
split_gain=38.2399 18.1283 15.4473 7.10597 13.6448 7.09485 6.48238 11.7612 17.7804 9.90697 6.44417 5.59599 4.35697 4.3404 3.89784 2.81932
threshold=107.50000000000001 110.50000000000001 1.0000000180025095e-35 70.500000000000014 7.6880951702394063 0.38742398562191355 1.0000000180025095e-35 45.500000000000007 13.500000000000002 9.0993324138333609 10.819508189742285 68.085078598821227 5.7595764856834561 10.465894933139731 287000.00000000006 7.3989275299210506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 10 -5 -4 11 -8 -9 -10 -2 -7 -3 -14 -6 -1
right_child=1 12 5 4 14 6 7 8 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.070212531772862491 0.07721879144802829 -0.027032989761132456 -0.053473420113944709 0.0088325557269327334 0.14696599483978709 0.022365761469648904 0 0.0054059797195561438 0.047259069936417923 0.4336213596184158 0 -0.042619861937266912 0 0.10993383652340438 0.017440802736822067 0
leaf_weight=51.443444911390543 16.44612393528223 27.565293777734041 18.781981274485588 16.413564972579479 34.118133198469877 26.299347231164575 19.675993771292269 8.5732937287539226 2.8279642872512332 2.493293933570385 18.218768231570721 24.213431833311915 5.9197049438953382 5.5313186198472977 6.4080906733870497 4.7427369467914096
leaf_count=567 51 132 129 38 121 171 151 42 17 22 39 160 23 24 14 55
internal_value=0 0.0514688 -0.0211192 0.0758688 0.0995885 0 0.0143204 0.0490868 0.119525 0.265839 0.0311436 -0.00482977 -0.000698041 0.0452478 0.131415 -0.0633395
internal_weight=0 130.621 159.051 91.6047 56.9398 102.865 84.0833 33.5705 13.8946 5.32126 34.6649 50.5128 39.0163 11.451 40.5262 56.1862
internal_count=1756 442 1314 263 173 692 563 232 81 39 90 331 179 47 135 622
shrinkage=0.1


Tree=163
num_leaves=14
num_cat=0
split_feature=22 7 17 2 23 1 10 16 9 0 6 6 6
split_gain=105.333 15.8815 9.2525 5.14995 7.56064 4.54115 5.96857 6.77387 4.59294 2.3134 0.755448 1.92092 0.482179
threshold=1.0000000180025095e-35 8.2948038871326624 1.0000000180025095e-35 38.500000000000007 1.5000000000000002 40.500000000000007 5.5837661271843411 1.5000000000000002 26.109109817137156 42.500000000000007 52.35813614083991 45.776543533071212 54.686369798999401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 9 -8 -9 -7 11 -11 -12
right_child=5 -3 -4 4 -6 6 7 8 -10 10 12 -13 -14
leaf_value=0.078470942601874649 0 -0.093108228977941271 -0.08018984038378707 0.081429305308133193 -0.074295267524421046 0 0.088562828338439425 0.011460514418032005 -0.094396819488687861 0.08137913336929109 0.1196273286555361 0.001881138055841954 0.06340356427165654
leaf_weight=10.405360373668374 11.967906374484299 86.5746875484474 12.690700183622537 4.4215108919888726 8.4510727077722532 6.0658531561493865 7.2352071925997761 4.4120323993265611 6.3728846330195665 11.168254014104606 31.514471597969532 12.201137393712996 24.450482185930014
leaf_count=24 30 1231 194 10 94 17 5 10 38 11 17 34 41
internal_value=0 -0.0696064 -0.00748367 0.023571 -0.00528494 0.0634076 0.0701775 0.00498079 -0.0325652 0.0815949 0.0863619 0.0484231 0.0986339
internal_weight=0 122.543 35.9686 23.2779 12.8726 115.388 103.42 18.0201 10.7849 85.4002 79.3343 23.3694 55.965
internal_count=1756 1553 322 128 104 203 173 53 48 120 103 45 58
shrinkage=0.1


Tree=164
num_leaves=12
num_cat=0
split_feature=18 4 15 6 12 17 12 2 2 2 0
split_gain=106.779 6.9058 9.6019 7.04235 9.58402 5.98014 2.11883 1.55861 9.93464 11.9301 0.130217
threshold=1.0000000180025095e-35 13.672973158744851 3.5000000000000004 51.340958025001058 63203.571428571435 1.0000000180025095e-35 16550.000000000004 116.50000000000001 103.50000000000001 113.50000000000001 151.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 10 8 -8 -10 -7
right_child=1 3 -4 5 -6 6 7 -9 9 -11 -12
leaf_value=-0.0929508832632822 0.048846102725577718 -0.080896868999703178 -0.080294740426241684 0 0.05494621364692142 0.039015680707641248 0.086798575981086867 0.11201103822923791 -0.079867519269392215 0.057251278847783332 4.8874009392840902e-05
leaf_weight=84.427426286973059 12.444972150027754 9.1327174417674559 10.289836469106374 11.679164407774804 11.94830050319433 15.696581847965717 51.299459334462881 21.05564571917057 9.2866749949753302 18.47283510863781 13.55201531201601
leaf_count=1344 23 29 81 37 31 21 61 19 66 18 26
internal_value=0 0.0427824 -0.000814963 0.0501285 0 0.0582045 0.0644662 0.0731849 0.0603171 0.00418186 0.0277921
internal_weight=0 184.858 22.7348 162.123 21.081 141.042 129.363 100.115 79.059 27.7595 29.2486
internal_count=1756 412 104 308 60 248 211 164 145 84 47
shrinkage=0.1


Tree=165
num_leaves=17
num_cat=0
split_feature=21 18 16 2 16 10 5 15 1 7 15 0 3 0 7 1
split_gain=61.7855 11.2197 4.09842 7.35972 3.26212 5.25866 3.47059 3.76237 7.748 11.5158 13.0898 5.93588 3.7421 2.32486 1.99343 1.92142
threshold=1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 18.000000000000004 21.500000000000004 4.7904757391259274 8.0267231133144765 1.5000000000000002 56.500000000000007 11.612734641551343 7.5000000000000009 51.500000000000007 42443.733471811058 34.500000000000007 11.057769710636451 56.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -8 12 10 -10 -12 14 -4 -9 -5
right_child=-2 2 13 15 5 -7 7 8 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0 -0.091405370365377173 0.14419351872287098 0 -0.036014547929269974 0.17915640146525155 0.01830489228866284 0 -0.035584103982439358 0.16921286368798774 0.014591592389491596 -0.018039601312458891 0.08247313547538028 0.071741188396269626 -0.055706323171148146 0.01666956995427097 0.012181252005792776
leaf_weight=23.553311225026846 52.760141485370696 3.862768054008483 3.0237575862556723 10.978665500879286 5.9659652039408675 8.2658236324787122 13.46795094758272 15.396634407341486 19.377281721681356 28.406197106465697 6.9352675750851658 11.487473875284193 6.9595768377184859 18.573552388697863 8.2819237001240236 33.523696439340711
leaf_count=66 877 17 27 60 30 22 39 28 83 89 22 46 28 102 29 191
internal_value=0 0.0289917 -0.00131563 0.0117844 0.0446582 0.0997731 0.0373062 0.0447607 0.0516783 0.0712241 0.108497 0.0337895 0.00292018 -0.0399032 -0.00886946 0
internal_weight=0 218.06 69.9624 48.3651 148.097 14.2318 133.866 110.312 96.8444 66.2062 37.8 18.4227 30.6381 21.5973 23.6786 44.5024
internal_count=1756 879 397 268 482 52 430 364 325 240 151 68 85 129 57 251
shrinkage=0.1


Tree=166
num_leaves=17
num_cat=0
split_feature=21 26 4 8 0 14 4 1 7 23 2 1 2 1 2 2
split_gain=51.5192 19.175 14.035 14.6843 10.669 9.5689 10.5292 7.1715 5.7272 3.10678 2.68922 2.43328 2.24854 1.64196 1.15812 1.08618
threshold=1.0000000180025095e-35 1.0000000180025095e-35 16.161750102187845 0.09118380750871212 246.50000000000003 116250.00000000001 5.639730639730641 57.500000000000007 10.356226066015651 16.500000000000004 130.50000000000003 1.5000000000000002 61.500000000000007 66.500000000000014 107.50000000000001 123.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 13 -5 7 9 -2 10 11 -3 -7 -10 -4 -14 -16
right_child=1 8 3 4 -6 6 -8 -9 12 -11 -12 -13 14 -15 15 -17
leaf_value=-0.091487419839689624 0.11392117530636736 -0.055832164170901977 0 -0.096114002648157351 0.029396226335782219 0.05887867443379427 -0.080724789998769614 0 0.10779726936371543 0.079954669466134887 0.063775802816867053 -0.055417782053606139 0.064105235832164931 0.062397940411279329 -0.039848891262281472 0.038726436197014255
leaf_weight=53.787862673401833 17.935369368642572 4.427188226953148 8.3922030050307512 33.061757340095937 5.7096673073247066 3.2758159115910592 11.120196280069647 7.2982059717178336 29.052298620343208 9.9949548896402103 3.2187058925628662 4.2253343351185322 4.5471644736826402 8.8826701156795025 3.526167469099164 3.5089343227446079
leaf_count=879 33 51 21 359 28 2 170 46 18 25 1 44 6 18 46 9
internal_value=0 0.0215111 0 -0.0365782 -0.0724774 0.0348393 0 0.0798899 0.0740782 0.0433159 0 0 0.0890482 0.0324273 0.0247682 0
internal_weight=0 158.177 109.896 56.0463 38.7714 53.8499 28.6163 25.2336 48.2805 17.4961 7.64589 7.50115 40.6346 17.2749 11.5823 7.0351
internal_count=1756 877 746 426 387 320 241 79 131 71 52 46 79 39 61 55
shrinkage=0.1


Tree=167
num_leaves=17
num_cat=0
split_feature=21 16 15 2 2 12 4 4 2 2 7 2 2 17 7 14
split_gain=52.0446 12.241 13.1319 11.3282 10.1433 11.1954 8.30111 7.26164 6.96593 15.806 11.0728 10.2535 11.9682 6.38146 7.19069 5.814
threshold=1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 42.500000000000007 31.500000000000004 81475.000000000015 8.4067763733226819 27.320093886333357 80.500000000000014 87.500000000000014 9.066820057744442 71.500000000000014 58.500000000000007 1.0000000180025095e-35 10.819508189742285 47775.000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 6 4 13 15 -3 -2 11 -10 -11 12 -5 14 -4 -6
right_child=1 2 3 8 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.091487419839689624 -0.092781643564578783 0.057672410198971458 0.090483512337291599 -0.015500248250804561 0.06545445115947611 0.12044913252791395 -0.080655024953945373 0.0029255025813284398 0.16373930879773146 0.080243281708930081 -0.08153605493081903 -0.084097731916746854 0.14058417100173917 -0.074463547763117963 -0.02659776285313889 -0.00020876876862894621
leaf_weight=53.787862673401833 14.295113634318115 4.1776622291654375 10.981381058692937 19.893537078052763 25.211877688765526 35.398423850536346 16.565522595308721 9.5873640105128271 7.921788880601528 7.6758276540786055 9.2211509663611633 16.079037576913834 6.040681652724742 7.4509829310700288 6.3604620881378642 16.764445811510086
leaf_count=879 111 21 21 74 26 34 83 33 18 27 68 219 12 73 39 18
internal_value=0 0.018428 0.0275898 0.0374564 0.0585339 0.0763872 -0.0431637 -0.0459949 0.00224505 0.0467866 0 -0.0193116 0.0131512 0 0.0360202 0.0344701
internal_weight=0 213.625 189.743 169 102.168 77.3747 20.7432 23.8825 66.832 24.8188 16.897 42.0133 25.9342 24.7928 17.3418 41.9763
internal_count=1756 877 733 629 211 78 104 144 418 113 95 305 86 133 60 44
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=2 21 27 10 8 29 11 7 4 16 1 4 7 23
split_gain=74.9185 22.5584 16.0771 26.1901 36.5006 9.7999 9.76597 7.45063 5.46992 4.30074 4.1508 3.67493 2.47235 0.321969
threshold=29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.032510952418634 1.6190856818921373 1.0000000180025095e-35 8.8664080125655307 14.69188866765864 15.341485992835867 11.500000000000002 13.500000000000002 46.089820785252257 5.185085650737391 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 11 -7 10 -9 -3 -4 12 13 -2
right_child=2 9 3 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.078343054421307831 0.0099257046638852615 0.039146482466806874 0.01038472311065268 0.31265935652780935 -0.046193676922455393 0.13727981696184827 -0.060629986731007973 0.13352151951824595 -0.014725990161194656 0.11210937248088029 -0.07936484034450618 0 -0.094237025734805302 -0.031565151224796931
leaf_weight=7.4467095904983571 1.6148627791553725 21.626010987907648 1.7932637995108986 5.7224611286073905 3.9997083032503724 4.1225051423534733 5.4662008555606008 3.5913468841463319 2.4391552908346057 47.886570015922189 26.184808564372361 3.1467728447169057 74.505885608494282 3.0717793712392449
leaf_count=112 18 38 20 49 50 23 47 25 37 79 283 35 902 38
internal_value=0 0.0731779 -0.0501762 0 0.144476 -0.0739202 0.00362069 -0.0416402 0.0404278 0.0922843 -0.0664709 -0.0853767 -0.089682 0
internal_weight=0 76.9593 135.659 43.7307 9.72217 91.928 9.58871 34.0086 6.0305 69.5126 27.9781 82.3393 79.1925 4.68664
internal_count=1756 229 1527 464 99 1063 70 365 62 117 303 993 958 56
shrinkage=0.1


Tree=169
num_leaves=17
num_cat=0
split_feature=21 17 2 5 4 13 8 2 8 15 7 2 0 0 1 4
split_gain=66.6123 24.9337 12.2475 6.9495 6.8576 6.385 8.51792 10.9191 5.65306 5.08517 6.37125 3.0669 4.09356 1.98395 1.73311 1.38182
threshold=1.0000000180025095e-35 1.0000000180025095e-35 45.500000000000007 10.682494257938401 34.415728681783754 50.509109245387855 1.7729381127385493 75.500000000000014 1.4648811878676853 1.5000000000000002 11.288500343055489 80.500000000000014 101.50000000000001 166.50000000000003 54.500000000000007 20.988996084040277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 9 -3 7 -7 -5 -2 13 15 -13 -11 -10 -4
right_child=1 5 3 8 -6 6 -8 -9 14 10 -12 12 -14 -15 -16 -17
leaf_value=-0.091585189886297477 0.17253505579655409 -0.066831691955398509 -0.044849147062117539 0.13947567876864372 0 0.20021029174369237 -0.047662707208277526 -0.0058023499470572382 -0.002132321184797495 0 0.10154430917669754 0.089390086181638226 0 0.05760662308717443 0.069315161471255646 0
leaf_weight=54.713718926999718 11.0176516007632 23.757906625047326 15.527380069717767 7.3192549161613014 10.156670773401855 4.4299921691417676 7.7118456298485398 2.2117692502215505 7.4140700846910459 12.289239492267372 36.108594534918666 6.79450476169586 6.8054481521248817 7.5924208275973788 3.6240547895431519 11.861800137907265
leaf_count=879 23 273 69 24 30 31 118 33 40 30 68 23 27 22 22 44
internal_value=0 0.0347066 0.055244 0.0167125 0.082289 -0.0336133 0.00744917 0.101523 0.068433 0.0939215 0.0748836 -0.00157652 0.0313385 0.0164134 0.00322423 -0.0252153
internal_weight=0 174.623 136.511 59.3465 77.1646 38.1115 14.3536 6.64176 18.3574 67.0079 55.9903 40.9891 13.6 19.8817 11.0381 27.3892
internal_count=1756 877 422 249 173 455 182 64 86 143 120 163 50 52 62 113
shrinkage=0.1


Tree=170
num_leaves=5
num_cat=0
split_feature=19 28 2 13
split_gain=152.257 5.16876 3.82893 1.04358
threshold=1.0000000180025095e-35 1.0000000180025095e-35 78.500000000000014 13.719303861978602
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.093191344592033945 -0.011686802279040662 0.028640779716815841 0.072555799505495469 0.095719844523873568
leaf_weight=98.693845483940095 9.7578130513429659 11.659028068184851 7.6577435731887809 78.155212864279747
leaf_count=1577 32 22 11 114
internal_value=0 0.0788615 0.0138826 0.0892368
internal_weight=0 107.23 17.4156 89.8142
internal_count=1756 179 43 136
shrinkage=0.1


Tree=171
num_leaves=17
num_cat=0
split_feature=21 9 17 1 11 0 11 13 16 1 15 0 0 0 15 0
split_gain=55.6123 17.5711 11.1418 13.1956 7.48122 6.98715 5.94271 8.99636 5.88147 6.06945 5.38146 5.2945 4.43644 4.9736 6.14912 2.46798
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 2.6866448676440107 60.500000000000007 14.922629251582331 57.33352350779041 22.500000000000004 24.500000000000004 8.5000000000000018 219.50000000000003 175.50000000000003 120.50000000000001 6.5000000000000009 75.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 8 10 12 -8 9 -4 -6 15 13 14 -7 -3
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.082243784623642166 -0.091420115594863086 0.044422610912497378 0.031458480440182915 -0.08632735300499654 -0.073142704055519717 0.094607624926538292 -0.0751075495606493 0.059242344326323873 0.08711616461561926 -0.088288081567961141 0.052684168009737325 0.097854986092065499 0.0970370729753533 0 0 -0.05987104353331462
leaf_weight=13.482383544556795 52.906593809835613 3.2535790950059909 3.7577061355113992 15.705765441060064 7.3716904567554575 23.96382921654731 7.5761117525398758 13.467306982725857 3.9746840242296448 11.072923829779029 5.285425703972578 8.0102356467396003 47.28317185677588 16.408063864335418 13.913803964853285 5.0939007755368948
leaf_count=217 877 3 4 197 51 31 64 29 6 87 20 10 47 47 27 39
internal_value=0 0.023892 0.032653 -0.016612 0.0442021 0.0526634 0.0602263 0.0013785 -0.0060371 -0.044475 -0.0048134 0.0381103 0.0704514 0.0436145 0.0635556 0
internal_weight=0 199.621 186.138 32.0635 154.075 135.269 122.612 21.0434 18.8053 14.8306 12.6571 16.3577 101.569 54.2857 37.8776 8.34748
internal_count=1756 879 662 249 413 316 245 93 97 91 71 52 152 105 58 42
shrinkage=0.1


Tree=172
num_leaves=17
num_cat=0
split_feature=21 23 6 15 14 4 2 8 4 12 1 23 1 0 0 6
split_gain=67.8629 26.907 14.8936 13.2849 8.62323 12.3661 20.5032 12.0965 7.07312 10.1175 6.57078 8.8105 6.32762 5.92121 5.67597 5.08568
threshold=1.0000000180025095e-35 10.500000000000002 45.776543533071212 3.5000000000000004 84625.000000000015 16.161750102187845 45.500000000000007 0.36580239601410108 25.806307867667901 57000.000000000007 44.500000000000007 17.500000000000004 42.500000000000007 48.500000000000007 159.50000000000003 60.446902513195262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 13 7 10 -7 -5 9 14 -6 -12 -11 -4 -2 -14
right_child=1 2 3 4 5 6 -8 -9 -10 12 11 -13 15 -15 -16 -17
leaf_value=-0.091523542226139246 0.16238518372087543 -0.078077967969678072 0.013890974661112401 0.096909731299056889 0.078813350409066132 0 0.19478032096598707 -0.025952149901697308 -0.075505144945623895 0.0368207142323538 -0.032099424016828991 0.087287208031141261 -0.084053100366438066 0.13606873451391849 0 0.0010891595908564945
leaf_weight=54.126578123308718 5.1071571893990022 6.6939410511404267 8.9071367960423213 10.652987180277703 17.654167655855417 5.4559856317937401 14.753682490438221 31.081837497651577 17.649058666080236 7.4769551791250732 21.626583352684978 8.6390679739415628 18.012194020673636 31.834618946537375 4.4030998423695564 4.4268178828060618
leaf_count=879 24 22 36 40 50 34 50 117 84 35 71 38 82 134 21 39
internal_value=0 0.0334971 0.0552245 0.062476 0.0414533 0.0635334 0.132483 0.000621406 -0.022883 0 0.0302852 0 -0.0278863 0.114262 0.0905112 -0.0583518
internal_weight=0 214.375 157.3 150.606 109.864 68.1295 20.2097 41.7348 57.0753 39.4262 47.9198 30.2657 29.916 40.7418 9.51026 22.439
internal_count=1756 877 592 570 400 243 84 157 285 201 159 109 156 170 45 121
shrinkage=0.1


Tree=173
num_leaves=17
num_cat=0
split_feature=27 2 1 8 10 2 11 1 3 4 6 8 14 1 2 3
split_gain=63.6793 15.8664 15.3081 10.8369 9.95714 9.35086 5.64626 15.3015 5.60418 5.56693 4.64489 20.8892 3.76996 3.31149 3.45161 3.05006
threshold=1.0000000180025095e-35 76.500000000000014 44.500000000000007 4.8202540296447509 1.2943714342244503 74.500000000000014 46.596511861541011 66.500000000000014 45793.660725964663 19.673123849308855 53.658722993062561 1.6639382404340586 21500.000000000004 67.500000000000014 127.50000000000001 37749.846087022954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 12 -4 9 7 -5 -2 -6 15 -12 -1 14 -14 -7
right_child=1 -3 4 6 5 10 -8 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0 -0.084613996879118566 -0.060997236734660093 -0.00043830773556672258 -0.0071531065148947668 0.065461256160178991 0.13826159351816533 -0.023795935182585378 0.28980119910234098 0.013784224017914883 -0.059333762799036009 -0.030944682283859382 0.099090522086193344 -0.089908416453149481 0 0 0.043684732411019001
leaf_weight=5.9578270907513788 10.138898251578214 13.059349739924071 16.096539286896586 2.248132578097283 6.5591899957507831 28.659576652571559 10.399562429636715 2.4239722974598408 7.2454168340191236 7.8290060861036181 15.683711010962723 36.600156949833035 77.986964346375316 1.743993880227207 1.735001841560005 11.984400106593965
leaf_count=54 46 88 41 22 28 48 142 23 44 44 35 77 1004 24 12 24
internal_value=0 0.037898 0.0484899 -0.0637702 0.0614625 0.072609 0.00260853 0.104147 -0.0321104 0 0.0842294 0.0562621 -0.0774992 -0.0831152 -0.086456 0.11529
internal_weight=0 153.856 140.797 102.495 123.413 107.316 15.0717 4.6721 17.3843 14.3882 92.9278 52.2839 87.4238 81.466 79.722 40.644
internal_count=1756 475 387 1281 297 256 187 45 90 72 184 112 1094 1040 1016 72
shrinkage=0.1


Tree=174
num_leaves=13
num_cat=0
split_feature=17 13 25 2 2 18 13 15 4 16 2 15
split_gain=46.5827 16.4182 14.7873 13.6663 17.7353 14.3351 13.4704 10.6196 7.60212 20.1076 14.1909 9.66269
threshold=1.0000000180025095e-35 59.750254476144008 1.0000000180025095e-35 32.500000000000007 35.500000000000007 1.0000000180025095e-35 57.33352350779041 10.500000000000002 14.423416467716343 18.500000000000004 58.500000000000007 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -4 -6 -7 10 -10 -12
right_child=1 -3 6 4 5 8 -8 -9 9 -11 11 -13
leaf_value=-0.091386312048249485 -0.074696546524641846 -0.082271625890830993 -0.086931692041116101 0.11662722110192031 -0.086860062464783783 0.085054830376542157 0.078310484510421094 0.050149368391796068 0.11994321975305196 -0.086789512746752798 0.076040974853732679 -0.080703677842349983
leaf_weight=48.451721441932023 8.2332819751463813 13.854970471933482 18.448859349824492 32.062773585319519 16.242059633135799 34.546796422451735 5.5786182731389991 6.7226042011752716 18.154096841812134 12.398189874365924 6.9518519323319188 8.6640461245551688
leaf_count=748 93 245 215 9 224 37 9 39 14 64 17 42
internal_value=0 0.0187693 0.0282913 0.0411177 0.0496142 0.0269634 -0.0402507 -0.0380519 0.0479366 0.0158341 0.0594275 0
internal_weight=0 181.858 168.003 143.976 135.742 103.68 24.0275 22.9647 80.715 46.1682 33.77 15.6159
internal_count=1756 1008 763 539 446 437 224 263 174 137 73 59
shrinkage=0.1


Tree=175
num_leaves=17
num_cat=0
split_feature=1 18 1 1 1 5 23 3 0 8 15 7 20 21 3 2
split_gain=36.2827 26.0875 24.8149 15.5074 29.5026 14.2515 11.2369 11.1062 10.0076 8.08805 7.15962 5.83963 4.65489 4.5879 6.79101 4.50483
threshold=56.500000000000007 1.0000000180025095e-35 13.500000000000002 54.500000000000007 41.500000000000007 10.719986928599452 1.0000000180025095e-35 40824.544192325011 189.50000000000003 0.99553266070867552 3.5000000000000004 17.528622330717052 1.0000000180025095e-35 1.0000000180025095e-35 38224.616617424886 109.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 4 9 10 -2 8 -7 -4 -3 -1 -8 -11 -15 -16
right_child=1 5 3 -5 -6 7 12 -9 -10 13 -12 -13 -14 14 15 -17
leaf_value=-0.086575087613335988 0.034781834274712764 0.016192670919630888 0 0.16201452060695642 -0.08361399465559978 -0.076425169216074465 -0.09406782645816214 0.12985577107516519 0.066208831243747962 0.11457077978351696 -0.084114286779070652 0.016513990921691615 0 0.092711941218846849 -0.076352433067441355 0.042080453589197646
leaf_weight=15.599423146806659 6.2165501080453387 8.2111056828871387 12.967126718722282 15.111360998824237 13.837227197363971 7.7923560179770019 61.920855320990086 13.461410231888292 12.456713313236831 34.195350663736463 15.256580200977622 4.0798963457345954 6.3769792579114428 12.472631976008417 5.7819236516952497 6.4048493504524231
leaf_count=146 37 36 41 18 126 54 854 38 33 44 152 13 81 20 54 9
internal_value=0 -0.0334794 0.0423653 0.0633721 0.0436378 0.0144621 -0.0729484 0.058654 0.00145236 0.0709361 -0.0405039 -0.0550498 -0.0856796 0.0866881 0.0399205 0
internal_weight=0 131.693 120.45 100.77 85.6591 57.1782 74.5144 33.7105 20.2491 71.8219 23.4677 19.6793 68.2978 58.8548 24.6594 12.1868
internal_count=1756 1285 471 312 294 313 972 125 87 168 188 159 935 127 83 63
shrinkage=0.1


Tree=176
num_leaves=17
num_cat=0
split_feature=17 15 27 7 23 5 3 23 15 0 7 1 6 5 5 15
split_gain=53.7571 10.157 12.7264 9.44338 9.0166 7.80005 7.25611 14.3026 6.85303 5.95756 5.90066 5.85354 5.76427 4.85575 4.66248 2.34879
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 13.548467260092851 22.500000000000004 11.132201719486853 39436.954113105807 17.500000000000004 10.500000000000002 42.500000000000007 10.356226066015651 4.5000000000000009 52.952934406955606 7.6992448709167958 25.4048231571815 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -2 6 9 -8 -6 -3 -1 -7 -12 -9 -5 -11
right_child=4 2 -4 14 8 11 7 13 -10 15 12 -13 -14 -15 -16 -17
leaf_value=0 -0.09200045201236845 0 -0.08237950721624332 -0.086854952305975244 -0.047642336821448861 0.038192051843762682 -0.084851810591341489 0.11611067376017525 0.14239511260843302 0.0037822138248015448 0 -0.082616071374001315 0.10073228611115692 0 0.0044293782588727595 0.085897928593215517
leaf_weight=12.151857689023016 59.873569970019162 7.2198654077947131 13.047538677230476 10.984992530196903 3.891747365705668 4.3635614924132815 11.443268161267044 8.0994359534233826 2.9531366042792797 9.5007569231092912 11.134675400331615 9.4840510152280313 32.479229165241122 10.91674244776368 3.9597774110734454 44.387755012139678
leaf_count=39 960 40 168 81 36 13 87 12 12 24 33 73 39 26 10 103
internal_value=0 0.0253015 0.00855099 0.0200683 -0.079038 0.0317978 0.0433434 0 0.00515669 0.0632652 0.0617905 -0.0301192 0.0789607 0.0564684 -0.0492987 0.0751283
internal_weight=0 189.174 133.408 120.36 66.7185 105.415 91.5678 30.4594 6.84488 61.1084 55.7658 13.8476 43.6139 19.0162 14.9448 53.8885
internal_count=1756 748 637 469 1008 378 292 125 48 167 111 86 72 38 91 127
shrinkage=0.1


Tree=177
num_leaves=17
num_cat=0
split_feature=17 2 9 26 2 15 27 15 0 23 11 7 4 2 13 5
split_gain=27.3702 12.8878 11.7425 7.93878 6.19962 5.48926 5.32222 5.07938 4.5003 8.41107 4.29716 3.69915 3.37999 3.11878 4.71834 2.90464
threshold=1.0000000180025095e-35 82.500000000000014 67.446432047963796 1.0000000180025095e-35 75.500000000000014 10.500000000000002 1.0000000180025095e-35 11.500000000000002 79.500000000000014 19.500000000000004 7.6880951702394063 12.014905764295351 7.3336610110491405 35.500000000000007 35.592449791619352 9.2992430341152197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 12 7 11 8 13 -4 -10 -11 15 -1 -2 -15 -3
right_child=1 2 6 -5 -6 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=0 -0.030724867290298087 0.14360050072728997 0 0.00064554015810972529 -0.061335856724577323 0.009910448064949319 -0.038182276952953384 0.11089277511963846 0.092985105720708339 -0.044142958352902051 0.057960223601805694 0.17651440507218655 -0.073761321328445484 -0.015043944105063215 0.044014477662807652 0.028831705452070883
leaf_weight=7.4757731687277547 18.633320765569806 5.9079723507165935 20.376494957134128 20.865929743275046 14.287235040217636 11.078929729759691 9.8524564262479526 4.7996627315878859 23.026898104697466 9.548782844096424 7.2527617923915377 11.463752977550028 45.673595437780023 18.573000068776309 29.213882839307189 14.779257070273159
leaf_count=80 152 28 59 150 156 28 32 35 95 20 25 42 518 107 176 53
internal_value=0 0.0280375 0.0501703 -0.0427581 0 0.0926956 0.0210775 0.0107605 0.034094 0.0537309 0 0.115008 -0.0635572 0.000516554 0.0168795 0.0712663
internal_weight=0 198.794 113.287 74.0153 85.5071 43.2299 70.0574 71.2199 60.2049 39.8284 16.8015 32.151 53.1494 66.4202 47.7869 20.6872
internal_count=1756 1008 382 748 626 151 231 470 199 140 45 123 598 435 283 81
shrinkage=0.1


Tree=178
num_leaves=11
num_cat=0
split_feature=22 4 6 23 16 14 2 0 0 17
split_gain=90.5112 12.9367 10.0979 4.59644 4.1693 4.77213 7.19046 3.91901 13.7677 3.72272
threshold=1.0000000180025095e-35 44.959010830912909 76.139666142685968 4.5000000000000009 16.500000000000004 113281.97674418606 18.000000000000004 83.500000000000014 168.50000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 7 6 -6 -5 -9 -3
right_child=3 9 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.092967646734078785 0 0.044646575561597762 0.0021213593794394345 0.10919229082641031 0.056267451851305439 0.061705183748401782 -0.099791066983852414 -0.034978461375804161 0.08655266847201859 -0.055982299026485154
leaf_weight=87.906479577533901 12.766770720481871 11.41852044593543 8.1539900135248882 34.455761346966028 4.029398940503599 13.362300328910349 6.3573204502463341 11.071956446394323 28.441957529634237 4.6634366959333411
leaf_count=1439 26 36 41 37 12 20 35 35 29 46
internal_value=0 -0.0687218 -0.0828161 0.0586632 0.0660406 0.017552 -0.0200137 0.0789073 0.0474426 0.0030422
internal_weight=0 112.142 96.0605 110.485 97.7187 23.749 10.3867 73.9697 39.5139 16.082
internal_count=1756 1562 1480 194 168 67 47 101 64 82
shrinkage=0.1


Tree=179
num_leaves=14
num_cat=0
split_feature=18 15 23 4 15 5 4 12 2 7 16 1 2
split_gain=91.1392 5.46898 10.785 4.95117 6.26954 10.9681 10.7774 5.77775 3.79471 3.66308 3.64325 2.80648 2.17158
threshold=1.0000000180025095e-35 9.5000000000000018 18.500000000000004 37.017741612752609 4.5000000000000009 9.2090384758005666 19.530170800735281 57000.000000000007 71.500000000000014 13.059184332643403 14.500000000000002 66.500000000000014 107.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 -2 7 -6 -3 10 -8 -7 -13
right_child=1 2 -4 -5 6 11 9 -9 -10 -11 -12 12 -14
leaf_value=-0.092475172196758659 -0.055160885276101468 0 0.056967299563968038 -0.0017594821651291147 0.056205557734652738 0 0.14560934593662331 -0.076951979145389302 -0.094092511526577619 0.023658019524046059 0.067954698939379179 0.10298949690194281 0.026388744382834575
leaf_weight=75.037069858517498 12.307981442660092 5.4789292886853209 16.932025406509638 11.301850501447914 5.7209895327687246 10.494722973555325 20.320359941571951 6.7050239304080606 10.261342903599141 15.133084919303654 33.293386321514845 12.477433457970617 20.13040211610496
leaf_count=1359 32 16 34 38 9 27 30 62 42 22 36 15 34
internal_value=0 0.0386486 0 0.0468351 0.052319 0.0209639 0.0712614 0 -0.0579728 0.0869699 0.101114 0.0473369 0.0618276
internal_weight=0 180.558 32.6723 147.885 136.583 55.4105 81.1728 12.426 15.7403 68.7468 53.6137 43.1026 32.6078
internal_count=1756 397 92 305 267 108 159 71 58 88 66 76 49
shrinkage=0.1


Tree=180
num_leaves=17
num_cat=0
split_feature=21 18 16 2 15 1 8 0 8 0 8 15 5 15 15 6
split_gain=59.75 12.3302 3.36763 5.18609 2.61551 2.08861 2.4704 5.34283 6.08928 2.0104 1.68996 2.02364 6.55749 3.56851 2.89077 4.34764
threshold=1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 24.500000000000004 1.5000000000000002 56.500000000000007 0.40798873271226055 172.50000000000003 1.2400071718172252 34.500000000000007 1.0000000180025095e-35 4.5000000000000009 9.1224711466797963 2.5000000000000004 7.5000000000000009 56.756339442398009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -7 8 -8 -4 -6 13 14 -12 -13 -16
right_child=-2 2 9 5 10 6 7 -9 -10 -11 11 12 -14 -15 15 -17
leaf_value=0 -0.090886098957835573 0.10585823042616174 0 -0.040197249260610607 0 -0.018922184659409941 0.083279961718717835 0.14482961270687739 -0.032293277642114586 -0.052604058204660936 0.024183097326275323 -0.022341800499075422 0.062603088991480205 0.11620180615362817 0.088274876368137967 0
leaf_weight=16.527811892330647 47.891284412238747 5.117926374077796 3.2140218056738403 10.178112473338841 8.8431191965937597 9.6116971392184478 7.0398152973502937 3.7721167244017115 11.579911788925527 17.466771971434355 13.703969083726404 16.273227758705616 61.737532343715429 19.499677050858736 8.2530226185917872 9.2897218465805036
leaf_count=48 889 20 27 56 22 49 38 34 66 103 40 37 200 68 34 25
internal_value=0 0.0318644 -0.000804262 0.0107739 0.0475697 0 0.0117787 0.03388 0.000672346 -0.0369463 0.0521993 0.0551648 0.0429702 0.0842409 0.0012181 0.0344626
internal_weight=0 222.108 67.9804 47.2996 154.128 42.1817 32.0035 22.3918 18.6197 20.6808 137.6 128.757 95.5535 33.2036 33.816 17.5427
internal_count=1756 867 393 263 474 243 187 138 104 130 426 404 296 108 96 59
shrinkage=0.1


Tree=181
num_leaves=13
num_cat=0
split_feature=21 2 2 2 7 16 2 7 8 23 14 2
split_gain=44.2659 14.1769 14.5076 16.1516 11.0919 7.61351 6.23279 7.13398 10.5629 6.09128 1.31852 3.14481
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 5.5000000000000009 54.500000000000007 5.967385576118601 1.0000000180025095e-35 16.500000000000004 21500.000000000004 80.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -5 7 -3 -9 -7 -11 -12
right_child=1 2 3 5 -6 9 -8 8 -10 10 11 -13
leaf_value=-0.090883073437922263 -0.085696932901583242 0.099390614799597876 -0.08399936698896443 0.079422757554599946 0.024888155031823709 -0.075613703741499116 0.10107860573736133 0.071311897977720778 -0.080314516020890347 0.086421347245850155 0.078644862243846911 -0.048037895886082857
leaf_weight=48.331141633912921 19.872801546473056 8.7261286228895205 16.408865917474031 19.320228420197964 12.799770854413508 8.0853828927502054 33.716465383768082 8.0323143526911753 10.053444063290952 3.7317180633544904 3.5708780288696289 4.0570215508341789
leaf_count=867 263 7 320 28 29 82 16 5 80 1 1 57
internal_value=0 0.0189331 0.0362454 0 -0.0362589 0.0343488 0.0700576 0.0235962 -0.00192608 -0.000160549 0.0359555 0
internal_weight=0 148.375 115.702 55.1741 32.6726 38.7652 60.5284 26.8119 18.0858 19.445 11.3596 7.6279
internal_count=1756 889 597 489 292 169 108 92 85 141 59 58
shrinkage=0.1


Tree=182
num_leaves=17
num_cat=0
split_feature=21 2 16 2 16 2 8 4 15 11 23 16 0 2 28 2
split_gain=43.6286 9.97542 10.3003 9.17459 6.54806 6.23244 5.43419 5.25639 5.12572 4.28621 5.40307 3.47753 7.23778 3.92102 6.49691 4.69219
threshold=1.0000000180025095e-35 42.500000000000007 6.5000000000000009 31.500000000000004 16.500000000000004 18.000000000000004 0.93141247476851607 44.959010830912909 4.5000000000000009 7.6880951702394063 13.500000000000002 22.500000000000004 84.500000000000014 80.500000000000014 1.0000000180025095e-35 107.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 8 -7 -3 10 -8 12 13 14 -11 -15
right_child=1 6 3 4 -6 7 9 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.090883073437922263 -0.050137410924561011 0 0.047258805440563025 0.085228705568690999 0.016642463881481478 -0.081060930335934298 0 0.049899929662797757 -0.089899087538631822 -0.07696884571158645 0.11782788109292577 0.079708941780839676 -0.061672046967286502 0.13321994943767262 0.048524158193981572 0
leaf_weight=48.331141633912921 10.99016262963414 10.818767189979555 11.582944709807636 49.486166201531887 30.909020319581032 12.778322244063018 5.1000483687967044 2.0298056304454795 13.844100573100148 9.3373742289841193 6.9208085220307112 3.7907344680279484 21.331045525148511 4.8319608159363261 5.7325068339705458 10.180749877355991
leaf_count=867 51 55 16 52 35 130 24 8 104 96 20 15 206 10 18 49
internal_value=0 0.0142672 0.0339091 0.04443 0.0613451 0 -0.00873411 -0.0496168 -0.0495812 0.00327928 0.0591472 -0.00526673 -0.0154182 0.0107378 -0.0159735 0.0508597
internal_weight=0 209.665 117.776 106.786 80.3952 26.3911 91.8881 14.8081 24.6629 67.2252 12.0209 55.2044 51.4136 30.0826 15.0699 15.0127
internal_count=1756 889 292 241 87 154 597 138 159 438 44 394 379 173 114 59
shrinkage=0.1


Tree=183
num_leaves=16
num_cat=0
split_feature=21 2 15 15 4 3 2 4 4 0 23 23 0 8 1
split_gain=68.4513 26.6683 16.8012 46.3343 60.3567 58.9837 11.3959 10.98 40.5335 9.29114 7.08014 4.62687 6.36384 0.559405 0.315414
threshold=1.0000000180025095e-35 29.500000000000004 7.5000000000000009 9.5000000000000018 16.598065829242646 35730.201868556709 84.500000000000014 21.624872611360832 20.564974121438279 57.500000000000007 14.500000000000002 5.5000000000000009 50.500000000000007 0.93141247476851607 56.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 7 4 13 -6 -5 8 11 -2 -8 -3 -13 -4 -11
right_child=1 2 3 6 5 -7 10 -9 -10 14 -12 12 -14 -15 -16
leaf_value=-0.09196160917575133 0 0.057035213180225475 0 -0.084900658154235309 0.10341739694251531 0.66250166881604444 0.1725015235879582 -0.087639929514868195 0.46919846703333712 0.051828363857033669 0 0.025851687662703311 -0.083985784700394819 -0.046357296751901422 0.12470402613283026
leaf_weight=51.344871575012803 12.021589826792477 3.6897365492768648 2.6623100489378002 15.490602025762202 5.8421067865565401 3.8365028565749526 3.1643218025565139 21.497235052287579 1.7807708838954557 11.545745141804217 4.3589883465319872 4.5062441080808666 15.36779116373509 3.9395450437441468 37.86527200974524
leaf_count=867 22 34 14 163 33 31 16 187 15 25 24 34 183 38 70
internal_value=0 0.0418257 0.00348049 0.0537535 0.184772 0.345677 -0.0302492 -0.0344268 0.00282511 0.0923381 0.055721 -0.0239406 -0.0490277 -0.0208574 0.111719
internal_weight=0 147.569 86.1362 39.2944 16.2805 9.67861 23.0139 46.8418 25.3445 61.4326 7.52331 23.5638 19.874 6.60186 49.411
internal_count=1756 889 772 319 116 64 203 453 266 117 40 251 217 52 95
shrinkage=0.1


Tree=184
num_leaves=17
num_cat=0
split_feature=21 1 1 2 1 1 15 2 16 2 15 5 2 16 2 14
split_gain=52.8167 28.5685 10.1366 14.3099 7.7589 6.63506 10.0599 6.10715 5.82661 4.89147 4.75946 5.97369 3.37923 4.31888 1.57381 1.42621
threshold=1.0000000180025095e-35 64.500000000000014 56.500000000000007 110.50000000000001 69.500000000000014 2.5000000000000004 7.5000000000000009 58.500000000000007 12.500000000000002 45.500000000000007 3.5000000000000004 9.5453545992317057 73.500000000000014 15.500000000000002 38.500000000000007 174000.00000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 14 7 10 -4 -10 -7 -12 -11 -14 -2 -9
right_child=1 4 8 -5 -6 6 -8 15 9 12 11 -13 13 -15 -16 -17
leaf_value=-0.090987775883655655 0.10576080816492078 -0.086742614106415594 0.10803767538054637 0.1630611071875164 0.041696730347607319 0.08996754294780579 -0.079695090896551135 -0.069212701365621215 0.063626104131012856 -0.047164927547750868 -0.066337514879725876 0.068809889675977592 0 0.12411785775645641 0 0
leaf_weight=49.203160820994526 6.1513603292405588 24.582523603923622 31.023336799815297 5.8488670065999022 3.5182463489472857 11.237224191427233 17.376281730830669 7.4091808814555389 31.381028436124325 8.5664495825767535 6.5416018441319448 6.5366041604429483 3.8780507668852797 3.7600686848163605 6.4587483163923025 3.264474380761385
leaf_count=867 17 336 104 19 16 24 97 51 62 21 18 21 18 27 33 25
internal_value=0 0.0260879 0.0442815 0.0132402 -0.0635516 0 -0.0159271 0.010031 0.0697071 0.0405187 0.0422289 0 0 0.0439234 0.0648713 -0.0445992
internal_weight=0 177.534 149.433 70.8243 28.1008 64.9755 52.3654 34.9891 78.6089 47.5856 24.3154 13.0782 16.2046 7.63812 12.6101 10.6737
internal_count=1756 889 537 305 352 286 236 139 232 128 63 39 66 45 50 76
shrinkage=0.1


Tree=185
num_leaves=3
num_cat=0
split_feature=19 9
split_gain=126.956 5.4168
threshold=1.0000000180025095e-35 26.109109817137156
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.092819570399252579 0 0.080996283039675765
leaf_weight=89.573215040843934 10.686336174607275 85.23731654882431
leaf_count=1582 24 150
internal_value=0 0.0725592
internal_weight=0 95.9237
internal_count=1756 174
shrinkage=0.1


Tree=186
num_leaves=17
num_cat=0
split_feature=21 9 17 1 16 11 23 0 26 4 5 8 5 0 8 0
split_gain=47.9724 13.8256 8.6518 11.6023 6.34011 5.84445 6.27525 4.7233 9.34394 10.2091 9.64385 4.63416 4.37614 4.31749 4.14908 2.46781
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 1.5000000000000002 2.6866448676440107 10.500000000000002 175.50000000000003 1.0000000180025095e-35 26.268593874526555 7.6992448709167958 0.86146282895616266 11.90087656481805 219.50000000000003 0.33225066029187555 194.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 14 6 -6 8 10 12 -7 -12 -10 -3 -4 -9
right_child=-2 2 4 -5 5 7 -8 15 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.079921549301220196 -0.090901723550160532 0 0.025255546047121526 -0.085015106996628009 0.045755935555870202 0.069218311606388847 -0.073482320184339547 0.10448826555200511 -0.070249883832012 0.088861188695993673 0 -0.094184744124149705 0.033360507165256043 0.090508274871975297 -0.077113418016421451 0.033606647312997291
leaf_weight=11.808792004361747 48.026692947838455 7.9757522027939576 4.6312528289854509 14.519589638803152 9.0038668923079985 7.8315359428524998 8.1305125979706627 28.468737805262208 6.4702227730304029 34.635093856602907 4.7165071945637491 12.234803012572227 10.630156882107256 7.5967029426246881 7.3649767898023129 18.405148539692163
leaf_count=206 889 43 7 195 16 7 75 30 56 53 20 52 12 10 42 43
internal_value=0 0.0206573 0.0282554 -0.0162782 0.0383516 0.0448347 0 0.0525636 0.0325824 0.0575584 -0.0114942 -0.0605704 0 0.0349809 -0.0209374 0.080919
internal_weight=0 194.424 182.615 30.092 152.523 140.527 17.1344 123.392 76.5183 51.7355 24.7828 16.9513 17.1004 15.5725 11.9962 46.8739
internal_count=1756 867 661 248 413 364 91 273 200 121 79 72 68 53 49 73
shrinkage=0.1


Tree=187
num_leaves=17
num_cat=0
split_feature=21 13 17 0 27 8 12 0 23 4 15 15 15 6 9 1
split_gain=39.8453 18.8435 16.915 12.3382 10.3732 7.33187 10.4044 13.2966 5.52445 5.41136 5.39692 10.3733 10.3807 9.7551 5.08299 4.27137
threshold=1.0000000180025095e-35 13.157169621065853 1.0000000180025095e-35 151.50000000000003 1.0000000180025095e-35 2.0017833419486206 104650.00000000001 201.50000000000003 12.500000000000002 24.090338367433194 3.5000000000000004 9.5000000000000018 11.500000000000002 60.930466696450658 15.075914813090153 41.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 6 7 9 -4 -6 13 14 -13 -7 -12 -3
right_child=1 4 8 -5 5 10 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.090920429711731518 0.26830002383057844 0 -0.044089074426937928 0.024469486014765469 0.026952544254393924 0.16735936236796195 -0.078113878292575864 0.12953382832972729 0.080413160950233598 -0.052848769097350951 0.025608338378632769 0.13484901498264129 0 0 -0.054549641051161883 -0.048172487578136608
leaf_weight=48.634798156097531 6.8602286595851183 17.302158052101731 7.7803813144564629 5.9040536470711231 14.45448273420334 8.3580664396285993 16.297164918854833 8.2935312837362272 6.2045932803303003 16.557245016098022 10.578199978917839 11.742159433662891 9.8730627670884132 7.6334489695727816 17.614754721522331 51.175578534603119
leaf_count=867 28 100 30 33 39 26 50 25 21 43 31 31 22 23 52 335
internal_value=0 0.00878066 0.087508 0.171171 -0.00125776 0.0151836 -0.00871155 0.0149814 0 -0.00921076 0.0384122 0.0170652 0.0712449 0.0924066 -0.0173868 -0.033324
internal_weight=0 216.629 26.7493 12.7643 189.88 121.402 55.6024 39.3053 13.985 31.0117 65.7997 49.8082 21.6152 15.9915 28.193 68.4777
internal_count=1756 889 112 61 777 342 157 107 51 82 185 136 53 49 83 435
shrinkage=0.1


Tree=188
num_leaves=17
num_cat=0
split_feature=21 9 2 26 4 0 12 16 23 7 16 16 23 23 15 15
split_gain=79.1407 29.412 20.7697 17.0124 15.6425 14.4543 15.2873 11.6613 9.11042 8.34418 8.24387 8.12549 7.11563 5.19614 4.98954 6.36609
threshold=1.0000000180025095e-35 86.287871516216754 42.500000000000007 1.0000000180025095e-35 23.940321289162995 133.50000000000003 78475.000000000015 21.500000000000004 20.500000000000004 14.69188866765864 17.500000000000004 3.5000000000000004 9.5000000000000018 19.500000000000004 5.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 -6 -7 12 9 11 -11 -4 -3 -14 -13 -16
right_child=1 7 3 -5 5 6 -8 -9 -10 10 -12 14 13 -15 15 -17
leaf_value=-0.09128774015303949 -0.083731857935386428 0.010200280285916291 0 -0.036533451870869781 -0.016600116475997045 0.45903152846976419 0 0.083547830862546912 0 0.10396618446801671 -0.030034428644236128 0.083739852174758156 -0.091533845583989804 0 0.18913712688877971 0.082393226603370257
leaf_weight=51.644574499223381 13.602407572790982 12.494099711999295 7.2194941490888587 7.9937697090208522 2.5008531091734758 1.719846572726965 1.9646466206759214 8.6967581659555417 7.794372370466589 7.6472515454515806 8.2249322906136495 34.189009742811322 22.514548730105165 6.5895685963332644 30.307173797860742 17.125914334319532
leaf_count=867 132 52 30 87 24 24 17 27 27 25 16 106 147 34 75 66
internal_value=0 0.0476489 0.0714362 0.0873299 -0.0152547 0.103033 0.238462 -0.0147291 0.0979063 0.105684 0.0219391 0.118397 -0.0400787 -0.068528 0.127488 0.154809
internal_weight=0 190.585 140.29 120.502 19.7878 6.18535 3.68449 50.295 112.508 104.714 15.8722 88.8416 41.5982 29.1041 81.6221 47.4331
internal_count=1756 889 629 432 197 65 41 260 345 318 41 277 233 181 247 141
shrinkage=0.1


Tree=189
num_leaves=16
num_cat=0
split_feature=17 13 2 2 2 7 7 9 16 10 16 2 10 16 10
split_gain=41.1852 12.1452 11.6588 21.6358 11.6897 11.0294 10.2473 12.1343 8.59035 11.9978 6.26012 5.04811 2.6825 2.28215 0.420675
threshold=1.0000000180025095e-35 59.750254476144008 32.500000000000007 35.500000000000007 45.500000000000007 10.356226066015651 11.612734641551343 86.287871516216754 16.500000000000004 4.6664215947411405 18.500000000000004 115.50000000000001 2.6788070641895705 20.500000000000004 3.0528954453271004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 10 12 -10 11 -8 -7 -12 -14
right_child=1 -3 3 4 5 6 7 -9 9 -11 13 -13 14 -15 -16
leaf_value=-0.090913618276315167 -0.076615740544459007 -0.078862568283979043 0.11072887277763915 -0.082350319638145736 -0.075286007681959782 0.11917869166726909 -0.08621172030970882 -0.082610092554091019 -0.081205934792500822 0.073687104111225185 0.10321497117263917 0.0332937947185315 0.057019456740644972 0.0042370645811948566 0
leaf_weight=44.136465768329799 9.3929950715973956 11.286399006377904 29.475467750802636 10.936815778724847 9.0836755065247399 22.734349209815264 6.1805646279826778 12.964337634388356 8.2642252119258064 12.062305599451063 10.924450945109131 5.6773869302123785 5.0157978013157827 8.9666007393971068 7.5778707135468721
leaf_count=761 122 219 10 91 127 24 73 141 47 29 19 12 10 32 39
internal_value=0 0.0172276 0.025292 0.0330125 0.012325 0.0236109 0.0345521 0 0.0631999 0.000882044 0.0321757 -0.0121448 0.0933997 0.068642 0.0309977
internal_weight=0 170.543 159.257 149.864 120.388 109.452 100.368 44.7133 55.6545 20.3265 31.749 11.858 35.328 19.8911 12.5937
internal_count=1756 995 776 654 644 553 426 277 149 76 136 85 73 51 49
shrinkage=0.1


Tree=190
num_leaves=17
num_cat=0
split_feature=2 1 10 7 6 1 17 23 7 1 15 23 7 16 2 11
split_gain=30.2698 13.0713 13.4918 16.8191 11.6337 11.2986 11.5712 10.1715 7.86229 6.90769 8.72568 6.70013 5.80872 5.12779 4.87637 6.64727
threshold=82.500000000000014 56.500000000000007 4.5888879635328861 8.1109771619401716 43.322879304110707 56.500000000000007 1.0000000180025095e-35 16.500000000000004 10.311143250661541 64.500000000000014 3.5000000000000004 16.500000000000004 13.548467260092851 2.5000000000000004 113.50000000000001 4.7000773592742808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -3 6 -2 8 -5 -7 14 -12 -13 -1 -11 -16
right_child=5 4 3 7 -6 9 -8 -9 -10 10 11 12 -14 -15 15 -17
leaf_value=0 0.0859492052466862 0.070864025544359791 -0.074620000037300183 0.085144733419249968 -0.09097887247091882 -0.077824585018131318 -0.0013039048542027841 0.1544747170796108 -0.068383846835022966 0.08628176812230702 -0.080337892162722815 -0.010360000053704424 0.10504213760585007 -0.091121209773752834 0.094675905169178259 -0.068629640315192864
leaf_weight=7.4886251590214696 49.447629163041711 3.4890127740800372 8.2487311493605358 7.4193563014268893 47.745684207882732 8.9249806739389879 15.614986265078185 11.162361145019529 5.3793811434879899 19.203516365960244 11.323382936418058 14.85775839071721 5.3063545096665612 17.324770417995751 4.3320486899465305 5.8688165657222271
leaf_count=35 63 19 84 14 846 70 55 30 61 48 124 89 15 164 5 34
internal_value=0 -0.0391616 -0.00250683 0.0364123 -0.0760578 0.031832 0.0619376 0.0829744 0.00500463 0.000914641 0.0157368 -0.0160772 0.0101002 -0.0610794 0.0565997 0
internal_weight=0 108.258 57.0232 32.2098 51.2347 134.879 65.0626 23.9611 12.7987 69.8169 60.8919 31.4875 20.1641 24.8134 29.4044 10.2009
internal_count=1756 1253 388 189 865 503 118 105 75 385 315 228 104 199 87 39
shrinkage=0.1


Tree=191
num_leaves=17
num_cat=0
split_feature=17 3 18 2 2 6 6 3 11 2 13 0 8 15 28 16
split_gain=45.8004 8.30112 7.77881 9.95487 8.56773 9.84445 8.19134 7.00415 6.99916 8.39658 6.58556 7.81408 6.1984 6.07736 5.66436 4.24498
threshold=1.0000000180025095e-35 15730.011659498301 1.0000000180025095e-35 35.500000000000007 40.500000000000007 54.686369798999401 76.139666142685968 96401.68154990836 6.9189596546447865 109.50000000000001 23.855217015641554 159.50000000000003 1.938641631389517 1.5000000000000002 1.0000000180025095e-35 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 6 10 8 -1 -7 9 -6 11 -5 -12 -4 -2 -10
right_child=1 -3 13 4 5 7 -8 -9 15 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.085856603217381144 -0.048146273411378199 -0.091435853251223637 0.093231343840681907 -0.082455222085743504 -0.082010173359655436 -0.09039676320008018 0.057757185940024908 0.033443824155624746 0 0.05762438737957816 0.089615175584877901 0.052306825697710335 0 0 0.12415211999076591 0.07949955600703093
leaf_weight=17.18851412367076 3.8650762420147649 54.235719072632492 24.689383693039417 7.2225552555173662 10.528918092139067 17.418911938555542 3.4393198937177649 3.4328146353363982 5.8989264471456435 5.8896368108689776 33.536342009902 10.612413937225936 8.3762335395440441 15.783391317352651 3.0936059318482876 20.323799395002425
leaf_count=157 36 951 19 44 83 168 5 8 37 8 58 22 57 42 8 53
internal_value=0 -0.0778029 0.0219321 0.00936975 0.0213007 -0.00130049 -0.0522255 -0.0604268 0.0229268 -0.0197513 0.0486629 0 0.0703351 0.0616506 0 0.0572679
internal_weight=0 61.1944 184.341 143.868 123.241 63.493 20.6278 20.8517 42.6413 16.4186 59.7475 17.835 41.9126 40.4728 6.95868 26.2227
internal_count=1756 995 761 700 538 357 162 176 181 91 181 66 115 61 44 90
shrinkage=0.1


Tree=192
num_leaves=17
num_cat=0
split_feature=1 8 2 16 15 1 1 19 4 6 2 8 8 27 8 23
split_gain=20.4172 10.9079 10.1434 4.89709 12.4023 14.1262 14.4782 4.70123 5.89469 3.88775 3.65476 3.32507 2.9501 5.39413 2.65025 6.77886
threshold=57.500000000000007 2.2518652129444403 82.500000000000014 14.500000000000002 3.5000000000000004 50.500000000000007 10.500000000000002 1.0000000180025095e-35 23.940321289162995 54.410698042018502 76.500000000000014 7.3989275299210506 1.6984278522598568 1.0000000180025095e-35 0.99553266070867552 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 11 -4 -5 6 -6 8 9 -2 -3 -1 13 -11 -10 -16
right_child=1 10 3 4 5 -7 -8 -9 14 12 -12 -13 -14 -15 15 -17
leaf_value=-0.070489739190600725 -0.040957050195672723 0.018404714026358158 -0.035650851878455951 -0.024720918369287897 0 0 0.32980561448476109 -0.084822579316148866 0.0043876430696317215 0.099323555068268676 0.086658780086700637 0 -0.010605437983992678 -0.011204943003759377 0 0.082951842720762628
leaf_weight=45.266083990689367 24.338985013775527 21.512760445475578 17.054398536682129 12.390566829591991 3.6782462764531356 4.6007722411304712 3.9513288680464029 4.7066623698920003 32.419346066191792 8.6174012087285536 33.894305920228362 4.2327422760426989 12.273137909360228 3.4729268923401824 13.037272516638039 24.427532111294568
leaf_count=595 124 158 72 35 16 25 24 42 156 51 104 71 58 30 61 134
internal_value=0 0.0263269 -0.0314599 0.000288397 0.033298 0.108414 0.193277 0.00788241 0.0132467 -0.0104681 0.063764 -0.0622267 0.0117893 0.0510485 0.0326327 0.0517408
internal_weight=0 178.7 91.1741 41.6753 24.6209 12.2303 7.62958 123.293 118.587 48.7025 55.4071 49.4988 24.3635 12.0903 69.8842 37.4648
internal_count=1756 918 838 172 100 65 40 656 614 263 262 666 139 81 351 195
shrinkage=0.1


Tree=193
num_leaves=12
num_cat=0
split_feature=22 6 6 8 2 2 23 0 9 2 15
split_gain=73.2136 12.7346 8.83963 5.53885 3.69266 5.83347 12.1681 4.1491 1.5382 0.800549 4.65174
threshold=1.0000000180025095e-35 44.700653465636357 76.139666142685968 4.7789487399860215 76.500000000000014 55.500000000000007 14.500000000000002 213.50000000000003 95.512567630246664 30.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 6 7 -2 -8 -1 -11
right_child=3 2 -4 -5 -6 -7 8 -9 -10 10 -12
leaf_value=0.042420506932724596 -0.10263932974631114 -0.092544416132178287 0 -0.0010413446473461583 0.0022242357546055857 0.097025176410161784 0.027172190940289661 0 0.1050455722714333 0.071201011805854711 -0.065258845298161838
leaf_weight=4.8020640257745972 6.2948863562196475 79.430366995744407 8.6311818622052652 10.937100339680908 16.836030289530754 41.062226310372353 15.147955689579248 4.5238364934921265 12.677607621997595 4.0742880664765817 6.0728246513754129
leaf_count=10 35 1470 33 33 34 31 39 11 10 7 43
internal_value=0 -0.0671995 -0.0819832 0.0505679 0.0584842 0.067861 0.0317018 -0.0479019 0.0698327 0.00652169 0
internal_weight=0 103.011 88.0615 107.48 96.5425 79.7065 38.6443 10.8187 27.8256 14.9492 10.1471
internal_count=1756 1563 1503 193 160 126 95 46 49 60 50
shrinkage=0.1


Tree=194
num_leaves=11
num_cat=0
split_feature=18 2 2 13 16 0 2 9 6 9
split_gain=78.6275 4.86819 33.5313 7.53464 7.933 8.67736 8.57966 6.57898 4.25781 1.04684
threshold=1.0000000180025095e-35 113.50000000000001 102.50000000000001 66.130951641690416 19.500000000000004 190.50000000000003 56.500000000000007 74.680804217249687 52.35813614083991 88.202217878716965
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3 -9 -6
right_child=1 7 -4 -5 9 -7 -8 8 -10 -11
leaf_value=-0.092040676370159905 -0.10122797363637391 0 -0.090849948181549817 0.11772879245365403 0.027164670414725374 0.067141146508305216 0.0028565087069771736 0.035492541467168327 0.11027511984841797 0.096803455144284192
leaf_weight=67.734479376114905 10.595613488927485 15.680620934814213 21.242993142455816 14.818146444857119 14.76803929358721 14.16247118078172 18.684975814074278 27.058741748332977 24.363361675292253 15.793426711112259
leaf_count=1363 42 28 146 20 19 31 27 33 28 19
internal_value=0 0.0346297 0.0188607 0.0473488 0.0305565 0 -0.0279843 0.0575173 0.0748095 0.0696901
internal_weight=0 177.168 110.066 88.8227 74.0045 43.4431 29.2806 67.1027 51.4221 30.5615
internal_count=1756 393 304 158 138 100 69 89 61 38
shrinkage=0.1


Tree=195
num_leaves=17
num_cat=0
split_feature=21 2 2 3 16 14 23 11 10 16 15 9 20 10 16 16
split_gain=53.8162 10.1143 8.73377 4.91961 6.57227 3.61865 9.67381 7.59461 5.40782 5.35936 3.61709 3.16826 3.89421 3.45175 2.88393 7.84231
threshold=1.0000000180025095e-35 102.50000000000001 113.50000000000001 35730.201868556709 17.500000000000004 78133.333333333358 7.5000000000000009 30.024728476464304 4.967941372365611 13.500000000000002 1.5000000000000002 88.202217878716965 1.0000000180025095e-35 2.7587580421366256 9.5000000000000018 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1 11 9 -9 -8 12 13 -7 -12 -16
right_child=-2 2 3 -5 -6 7 10 8 -10 -11 14 -13 -14 -15 15 -17
leaf_value=0 -0.090090738042357552 -0.0598167242740206 0.16150619263888583 0 0 -0.084957608248356062 0 0.1602205741439674 0.024408068832188431 0 0.17254560306302577 0.04300599722058579 0.024388919923304424 0 0.020896932815328034 0.10858441810042876
leaf_weight=17.191618621349335 41.806801148690283 19.490889915265143 5.1294022984802741 16.611899174749851 5.7834790609776974 10.90669045224786 9.0528860092163068 8.8614020608365518 35.521493207663298 5.6659895777702323 6.7479854859411708 11.134553488343952 9.7953603118658048 14.812122989445923 26.091854322701693 29.235480979084969
leaf_count=46 896 168 26 61 32 26 34 30 121 18 32 36 21 51 70 88
internal_value=0 0.0325473 -0.00521616 0.0261886 0.0789806 0.0432235 0.0598938 0.0259312 0.0530717 0.109405 0.0762519 0 -0.0176704 -0.0414581 0.0851176 0.0708431
internal_weight=0 232.033 47.0157 27.5248 10.9129 185.017 88.3198 96.6976 50.0489 14.5274 71.1282 46.6487 35.5142 25.7188 62.0753 55.3273
internal_count=1756 860 287 119 58 573 270 303 169 48 224 134 98 77 190 158
shrinkage=0.1


Tree=196
num_leaves=13
num_cat=0
split_feature=21 2 2 2 7 2 5 2 16 2 14 8
split_gain=40.1067 10.4425 14.176 11.1594 10.2472 8.83066 7.8184 7.5179 4.97329 3.67448 3.59513 3.18911
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 15.453764320283351 54.500000000000007 10.047520283181852 79.500000000000014 5.5000000000000009 45.500000000000007 21500.000000000004 4.8202540296447509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 9 7 -5 -8 -3 -10 -11
right_child=1 2 3 6 -6 -7 8 -9 10 11 -12 -13
leaf_value=-0.090313373784927681 -0.083810143311503993 0.054309312186424243 -0.080975508699811349 0.069523962041213125 0.027449825640867783 0.10726784874584816 0.089997267701865141 -0.086060772245347722 0.071654824185327357 -0.07006741646929586 -0.058563891304389951 0.020261053226217983
leaf_weight=43.954192976467311 17.1071723648347 14.187624843791129 13.617635634262113 3.3598110675811759 12.407701466232536 30.442853935062885 17.120476445183161 9.5175539171323162 3.6843406409025174 6.4427161496132594 4.9666954083368182 5.1664881817996502
leaf_count=860 261 27 321 1 32 15 19 99 3 50 57 11
internal_value=0 0.0189948 0.0342363 0 -0.0302682 0.0691525 0.0240221 -0.0299516 0.0587442 0.0164274 0 -0.0126574
internal_weight=0 138.021 108.506 52.2665 29.5149 56.2397 38.6489 12.8774 25.7715 25.7968 8.65104 11.6092
internal_count=1756 896 603 500 293 103 179 100 79 88 60 61
shrinkage=0.1


Tree=197
num_leaves=17
num_cat=0
split_feature=21 2 2 2 4 15 2 2 15 2 10 15 15 7 11 0
split_gain=42.1067 8.98605 7.51682 7.59916 5.10616 4.82574 10.5566 8.34694 8.43777 6.23725 4.7553 4.58021 9.62554 4.02495 3.66403 1.52378
threshold=1.0000000180025095e-35 42.500000000000007 31.500000000000004 18.000000000000004 44.959010830912909 4.5000000000000009 70.500000000000014 86.500000000000014 1.5000000000000002 58.500000000000007 5.7595764856834561 4.5000000000000009 9.5000000000000018 5.185085650737391 7.6880951702394063 175.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 9 14 -9 10 15 -4 -13 -8 -3 -7
right_child=1 5 11 4 -6 6 13 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.090313373784927681 0.054528047314467122 0.0067526431123500407 0.0072579767434472657 -0.08195697987898537 0.037834824085333167 -0.088748590529215757 0 -0.0084220296823247481 0.11020479975796751 0.10042845749259746 0.035717030559858191 0.1032195107628881 0.010720693000665435 -0.089164404461269733 -0.074053612499250868 0
leaf_weight=43.954192976467311 10.502428501844408 6.2312691593542686 25.948370523750782 13.827318995259704 2.216491423547267 6.6580960489809566 3.1489163869991925 5.4435186320915845 14.271899544633923 6.5084104239940634 8.7495815921574813 34.144298303872347 24.712147369980812 22.098690075799823 8.4735910305753332 4.3134441748261452
leaf_count=860 16 28 31 166 12 35 22 25 46 16 26 40 28 285 105 15
internal_value=0 0.0178451 0.0368234 -0.00290441 -0.0529538 -0.00443078 -0.0256843 0.0215501 0.067317 0.0124764 -0.00641833 0.0516153 0.0677766 -0.0732429 -0.0262239 -0.0582315
internal_weight=0 197.248 111.351 26.5462 16.0438 85.8974 51.4771 34.4203 19.7154 26.2295 19.7211 84.8048 58.8564 25.2476 14.7049 10.9715
internal_count=1756 896 293 194 178 603 399 204 71 92 76 99 68 307 133 50
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=21 2 2 7 8 16 0 28 1 3 23 0 16 15
split_gain=50.6173 24.6097 24.2116 23.374 16.1793 26.2797 13.2044 11.2959 9.38302 4.54302 10.2236 4.1715 7.17151 0.295485
threshold=1.0000000180025095e-35 29.500000000000004 79.500000000000014 9.066820057744442 2.1629889918171803 16.500000000000004 208.50000000000003 1.0000000180025095e-35 56.500000000000007 53519.139146302987 18.500000000000004 120.50000000000001 14.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 6 4 -4 -6 9 -8 -2 -3 -11 -5 -13 -10
right_child=1 2 3 11 5 -7 7 -9 13 10 -12 12 -14 -15
leaf_value=-0.091410223472170482 -0.00093441305640513039 -0.088375602417911453 0 -0.059319389688585668 0.44322362005690369 0 -0.048042745231655665 0.12284151468182086 0.10070723615355458 -0.066215492732001072 0.19347936002971355 0 0.15867026258919206 0.035702660975432142
leaf_weight=46.747427093330771 8.7160643711686117 35.063197643496096 3.218626228161158 7.2707311771810046 4.0332737741991878 2.6851389650255442 5.928169849328695 7.53721958771348 43.485776524990797 6.5943893454968912 1.9587181806564329 4.6298979353159648 3.489238329231739 11.519905114546416
leaf_count=860 22 397 19 61 31 16 67 36 83 79 13 25 25 22
internal_value=0 0.0281211 -0.00574372 0.0727368 0.192371 0.280745 -0.0440655 0.032771 0.0750525 -0.0723677 0 0 0.0445732 0.0907257
internal_weight=0 146.13 82.4086 25.3269 9.93704 6.71841 57.0817 13.4654 63.7217 43.6163 8.55311 15.3899 8.11914 55.0057
internal_count=1756 896 769 177 66 47 592 103 127 489 92 111 50 105
shrinkage=0.1


Tree=199
num_leaves=17
num_cat=0
split_feature=21 17 5 1 1 6 6 12 23 16 2 23 2 16 16 2
split_gain=41.7279 13.7862 6.57976 5.87525 5.54129 4.6412 4.81059 2.20843 2.41044 8.52639 9.04145 4.65686 2.01243 1.40899 1.21961 0.746959
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.9483773747435853 73.500000000000014 65.500000000000014 44.700653465636357 61.626563643382703 33900.000000000007 10.500000000000002 8.5000000000000018 31.500000000000004 16.500000000000004 42.500000000000007 13.500000000000002 17.500000000000004 65.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 12 -4 7 -7 -9 -10 -11 15 -3 -2 -13 -12
right_child=1 3 5 -5 -6 6 -8 8 9 10 11 14 -14 -15 -16 -17
leaf_value=-0.090428393090862022 0 0.070205806108778579 -0.013257588465986864 0.061145308191871223 -0.081742130850310596 0.013449255200270167 0 0.11212923943626529 0.14461656508376977 0.082188897843360753 -0.076901303702254856 0.065926090486888508 -0.021162729216189464 -0.045209140982488183 0 0
leaf_weight=44.792231368366629 11.211841911077501 3.2855139430612317 6.9592481553554526 4.0528373606503001 20.610566461458802 17.826717749238014 12.960685629397629 18.72121961042285 8.7261101044714433 16.211604736745358 8.109939072281124 4.7216746509075147 8.7762038316577655 7.9378402363508931 5.195132277905941 4.3981247767806044
leaf_count=860 48 14 19 12 357 56 72 63 24 30 23 21 80 34 18 25
internal_value=0 0.0185365 0.035391 -0.0324629 -0.0501899 0.0457895 0.052094 0.060879 0.0706501 0.0500359 0.0235034 -0.0100123 0 -0.0105564 0.0289747 -0.0568964
internal_weight=0 159.705 122.98 36.7251 32.6723 103.83 96.8712 83.9105 66.0838 47.3626 38.6365 22.4249 12.0617 19.1497 9.91681 12.5081
internal_count=1756 896 433 463 451 351 332 260 204 141 117 87 94 82 39 48
shrinkage=0.1


Tree=200
num_leaves=5
num_cat=0
split_feature=19 16 0 0
split_gain=107.843 4.60461 0.587878 0.141833
threshold=1.0000000180025095e-35 3.5000000000000004 93.500000000000014 68.500000000000014
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.092369127631992176 0.00039268259243720036 0.059319562088343582 0.092147827784799768 0.006871178430434219
leaf_weight=79.779737136792392 14.894525438547133 21.933778062462807 44.75555419921875 10.52053155004978
leaf_count=1581 35 42 74 24
internal_value=0 0.0662593 0.0763779 0.0484741
internal_weight=0 92.1044 77.2099 32.4543
internal_count=1756 175 140 66
shrinkage=0.1


Tree=201
num_leaves=17
num_cat=0
split_feature=21 9 17 1 23 4 1 16 16 16 6 25 23 1 5 10
split_gain=40.3677 12.1121 7.3892 10.0435 5.69573 7.55861 6.57883 17.3106 7.06417 5.82297 22.6498 5.26574 4.55204 3.90872 1.84811 1.68703
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 18.500000000000004 19.530170800735281 7.5000000000000009 17.500000000000004 16.500000000000004 15.500000000000002 52.952934406955606 1.0000000180025095e-35 14.500000000000002 24.500000000000004 8.9262678353160769 0.82156321173264557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 12 -6 8 14 10 11 -7 -4 15 -8 -3
right_child=-2 2 4 -5 6 9 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.078684327003512064 -0.090108526884041654 0.029883558198849199 -0.075512977173624332 -0.083696282156835167 0.079237949371151473 0.021659306154344991 0.043864707594655078 -0.091602322004516665 0.13450318202287101 0.086985426148545347 -0.089383715154450677 0.11974502397030649 0.024050438416487508 0.083077838811624921 -0.05369793777905834 -0.055325734871415705
leaf_weight=11.100215378217397 41.928952070884407 2.7208156073465961 6.755459000356498 13.458251583389936 8.6633702889084798 18.743263512849808 3.3538894904777425 16.959143400192261 6.2372112236917019 45.01922657340765 11.109179362189023 14.898057384416459 12.132149980403481 7.6712011694908142 4.1713052662089467 4.7176794037222862
leaf_count=204 896 8 39 196 6 28 10 98 5 90 60 17 27 4 30 38
internal_value=0 0.0183647 0.0255957 -0.0164169 0.0350526 0.0468853 0 -0.0192582 0.055372 0.0591823 0.0267473 0.0710358 -0.000981488 0.0302855 0 0
internal_weight=0 187.71 176.61 28.5679 148.042 108.657 39.3849 30.7215 13.7624 89.7697 44.7505 33.6413 18.8876 15.1097 7.52519 7.4385
internal_count=1756 860 656 246 410 261 149 143 45 195 105 45 66 50 40 46
shrinkage=0.1


Tree=202
num_leaves=17
num_cat=0
split_feature=21 2 2 6 14 16 14 10 2 2 2 10 2 8 12 23
split_gain=46.7035 14.3798 21.8085 14.6296 7.44694 8.55635 12.3599 6.30275 6.66752 4.67257 8.92996 7.45387 4.05755 6.23589 6.26386 3.99725
threshold=1.0000000180025095e-35 45.500000000000007 76.500000000000014 48.112411971238707 288250.00000000006 20.500000000000004 25679.000000000004 8.8778406540447339 120.50000000000001 31.500000000000004 29.500000000000004 4.4338338553739227 51.500000000000007 1.4238219528875169 63203.571428571435 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 5 6 -5 8 -4 10 -2 -12 -8 15 -15 -14
right_child=1 2 7 4 -6 -7 12 -9 -10 -11 11 -13 13 14 -16 -17
leaf_value=-0.090350762461507847 -0.058412456730650375 -0.031129224802151852 -0.092722263229141191 -0.016056003705753753 0 0 0.19720613844243581 0.028407608649585626 0 -0.063788755697258212 0 0.13900046799018845 0.024534497796008886 -0.010429876724519976 0.070700520332448211 0.15257507100723483
leaf_weight=44.219624670222402 10.794616942293944 14.795111108571289 18.478031029924754 8.048860661685465 10.893125608563421 11.699565500020979 6.5268836840987197 8.2702359035611135 7.1365285143256179 19.522830719128251 3.4879340697079879 6.5734701901674271 7.2638053633272675 6.739556159824132 49.142233923077583 22.129035830497742
leaf_count=860 127 43 112 28 31 32 31 37 30 126 32 35 21 20 136 55
internal_value=0 0.0225266 0.0357259 0.0540321 0.0659541 0.0737721 0.0832882 -0.0325199 -0.0599921 -0.0284631 0 0.0722136 0.0941748 0.0839458 0.0573404 0.12773
internal_weight=0 211.502 171.123 137.238 122.443 111.55 99.8504 33.8848 25.6146 40.3789 20.856 10.0614 91.8015 85.2746 55.8818 29.3928
internal_count=1756 896 576 397 354 323 291 179 142 320 194 67 263 232 156 76
shrinkage=0.1


Tree=203
num_leaves=16
num_cat=0
split_feature=27 1 7 23 12 7 10 15 2 30 23 0 16 6 6
split_gain=64.2905 17.2063 11.0173 8.88562 8.76019 8.4761 7.64789 7.21633 9.50074 6.57325 5.02602 5.0137 4.64955 1.26416 0.879859
threshold=1.0000000180025095e-35 66.500000000000014 6.0249417292581056 11.500000000000002 52575.000000000007 12.8180628389739 9.6848393390517149 1.5000000000000002 75.500000000000014 1.0000000180025095e-35 7.5000000000000009 144.50000000000003 20.500000000000004 54.686369798999401 66.548559357235504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 5 -3 13 -2 12 14 -1 -10 -9 -6 -4
right_child=1 4 9 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15 -16
leaf_value=0 -0.11690906660224559 -0.036084375714279443 -0.085798835521274652 -0.056000179264966643 0.13428507491614791 0.07168531028491841 0 -0.082149426229715605 0.090169950626569406 0.037382046048986081 0.20397773093104685 0 0.034987816745588381 0.072608880904773326 0
leaf_weight=2.5484797870740277 5.192889876663684 13.234840393997731 74.672627888154238 4.7177302483469248 24.759679632261395 13.85843265429139 9.9725801069289428 12.152164793573318 13.403377177193763 2.4698719363659611 3.0789666958153248 10.507829162292181 1.9387203156948078 32.012575441971421 4.2186735756695262
leaf_count=31 34 38 1096 71 49 32 25 139 29 15 18 33 15 79 52
internal_value=0 0.0444446 -0.0637098 0.0191273 0.0686479 0.0116661 0.0887846 -0.00350975 0.00672829 -0.0766984 0.117615 0.0496065 -0.0518533 0.103027 -0.0828026
internal_weight=0 137.033 91.7064 10.3452 93.8381 27.0933 66.7448 43.195 38.0021 81.3612 5.62745 23.9112 14.0909 56.7723 78.8913
internal_count=1756 473 1283 120 223 70 153 250 216 1163 49 62 154 128 1148
shrinkage=0.1


Tree=204
num_leaves=16
num_cat=0
split_feature=17 25 13 7 2 2 0 2 0 15 16 2 10 5 15
split_gain=33.6577 12.024 15.8875 10.5132 9.87826 8.59263 8.65249 7.24496 5.52315 9.382 6.11557 7.71706 4.65825 1.14466 0.372056
threshold=1.0000000180025095e-35 1.0000000180025095e-35 48.686379048404106 17.528622330717052 32.500000000000007 35.500000000000007 60.500000000000007 45.500000000000007 191.50000000000003 11.500000000000002 19.500000000000004 130.50000000000003 3.2813392984591068 10.882618857578201 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 -7 -8 10 -10 13 -12 -4 14 -9
right_child=1 3 12 -5 5 6 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.089897337838237862 -0.067186878308909723 -0.08699168269233544 0.00015911065784013175 0.055746287987661527 0.10531826170014691 -0.068835977326013806 -0.058607564560466507 0.12473408162027314 -0.080266272054106261 0.065559871150480495 -0.071888414975545351 0.096433942383304008 -0.085429260803693438 0.014624523811826254 0.060073731663881094
leaf_weight=38.211277903523296 6.465396429412066 19.06715890578926 3.7621347773820188 5.292371727526187 24.21922386623919 6.5466488227248183 4.9616553513333193 15.493186596781014 7.8399454127065846 10.076506582088768 6.5068293055519444 4.6823602970689535 14.251786249689756 9.0780407516285759 23.476819348521531
leaf_count=756 81 285 22 10 9 77 38 17 67 16 52 2 229 42 53
internal_value=0 0.0141297 0.0265631 -0.047778 0.0407689 0.0487223 0.0310088 0.0414021 0.0504233 0 0.065145 0 -0.0564629 0.0806534 0.0909077
internal_weight=0 161.72 137.361 24.3595 119.347 112.881 88.662 82.1153 77.1537 17.9165 59.2372 11.1892 18.0139 48.048 38.97
internal_count=1756 1000 705 295 454 373 364 287 249 83 166 54 251 112 70
shrinkage=0.1


Tree=205
num_leaves=17
num_cat=0
split_feature=2 1 1 2 29 6 1 2 3 10 0 6 0 23 23 23
split_gain=23.2212 19.7357 13.2866 9.25638 9.17059 9.34062 8.76111 6.55456 5.76297 8.77664 5.69602 4.86764 4.51979 3.40929 3.25106 3.21624
threshold=107.50000000000001 56.500000000000007 55.500000000000007 113.50000000000001 1.0000000180025095e-35 43.322879304110707 29.500000000000004 123.50000000000001 41354.307285614654 4.5888879635328861 209.50000000000003 52.087494862935053 58.500000000000007 7.5000000000000009 1.5000000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 -3 -6 8 13 9 14 12 -2 -9 -5 -1 -13
right_child=3 4 -4 7 5 -7 -8 10 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.015956051661803961 0 -0.090931407705949138 0.16871817579551207 0 0.23397105596912637 -0.026032501837285522 -0.080133945377377225 0.037048893762762762 -0.043827800044538817 0.076285035656292438 0.081037531066886839 0.072014167261222575 -0.071167169020001642 -0.086192811732460642 -0.078144936278015803 0.0019915785627674888
leaf_weight=2.5966935232281703 9.2294798474758846 48.168227287940681 4.656513273715972 3.2038714159280053 1.7405000999569882 2.8706499543040991 12.843373401556162 6.1350083500146884 10.150177114643155 21.472179917618632 10.469243424013255 56.029733551666141 7.4072763556614518 11.800792105495928 6.4898988557979465 14.288106869906185
leaf_count=8 58 936 7 16 3 38 178 18 77 47 20 127 57 66 62 38
internal_value=0 -0.0321082 0.00488021 0.0315194 -0.0766873 0.0287766 -0.00563494 -0.00380014 0.0129609 0.0383617 0.0228449 0.0513547 -0.00738843 -0.0597556 -0.0292647 0.0606275
internal_weight=0 110.988 58.2088 118.564 52.7794 4.61115 53.5523 39.0162 40.7089 30.5588 24.0115 79.5473 13.5423 15.0047 9.08659 70.3178
internal_count=1756 1356 379 400 977 41 372 177 194 117 95 223 75 82 70 165
shrinkage=0.1


Tree=206
num_leaves=17
num_cat=0
split_feature=17 3 15 27 7 10 11 23 23 5 15 5 18 0 15 23
split_gain=40.8908 8.26071 6.69828 9.01163 7.05722 6.48811 6.83697 14.7381 9.36113 6.02458 4.25128 3.37423 3.12665 2.30811 1.89771 7.61677
threshold=1.0000000180025095e-35 15730.011659498301 1.5000000000000002 1.0000000180025095e-35 13.548467260092851 0.70396693612461669 14.922629251582331 17.500000000000004 18.500000000000004 7.6992448709167958 10.500000000000002 25.4048231571815 1.0000000180025095e-35 100.50000000000001 9.5000000000000018 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 12 4 5 -4 8 -8 14 -9 -2 -6 13 -1 15 -7
right_child=1 -3 3 -5 11 6 7 9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0061550413969158196 -0.037595418357054343 -0.090907222880755229 -0.0662768821773497 -0.078130855699734644 -0.081752391351334719 -0.023465598937711319 -0.085161861739034228 0.10059943199156418 -0.026617532506133773 0 0.10899841293173843 0 0.083638151197275454 0.042011959370595771 0.10101264351725024 0.080711483679906576
leaf_weight=8.5348219973966497 3.2920807376503936 49.219672275241464 5.4726287201046935 10.439351620152591 9.1921997843310219 8.0212320527061838 12.76921078097075 11.365056760609152 8.0524111054837686 11.650749244727193 3.1945390626788139 4.3159588621929279 23.626477532088757 19.092331118881702 24.92731392942369 16.831724606454372
leaf_count=47 36 956 32 167 95 34 137 16 39 42 8 11 19 50 40 27
internal_value=0 -0.0762928 0.0220637 0.00747789 0.0171894 0.0277215 0.0353506 0 0.0566138 0.0487825 0.00379692 -0.0452782 0.0531796 0.0198997 0.0740909 0.0390492
internal_weight=0 55.7063 174.291 123.038 112.598 99.0903 93.6177 35.785 57.8327 23.0158 6.48662 13.5082 51.2536 27.6272 49.7803 24.853
internal_count=1756 1000 756 640 473 367 335 195 140 58 44 106 116 97 101 61
shrinkage=0.1


Tree=207
num_leaves=17
num_cat=0
split_feature=2 2 1 18 13 2 23 3 5 15 23 23 1 1 16 15
split_gain=21.2705 13.4265 10.464 8.44356 4.87565 5.1821 4.59942 4.37507 4.1458 3.98985 5.20221 3.83018 3.80914 8.63246 3.32123 3.32314
threshold=107.50000000000001 110.50000000000001 57.500000000000007 1.0000000180025095e-35 35.592449791619352 35.500000000000007 17.500000000000004 25644.019839276752 10.047520283181852 3.5000000000000004 20.500000000000004 11.500000000000002 50.500000000000007 29.500000000000004 2.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 7 -6 -1 -4 -8 -5 11 -11 13 -10 -7 -16
right_child=1 -3 4 9 5 14 8 -9 12 10 -12 -13 -14 -15 15 -17
leaf_value=-0.070825181499320142 0.11342018680396673 -0.0026644529670543709 0.0072130419643459363 0 -0.025399079185821086 0.12304723216854418 -0.055592405576934338 -0.054549112605874917 0 0.073641874503581367 0.12972872235079463 0 0 0.27002177722324217 0 0.068786270140459363
leaf_weight=36.648775820620358 27.330145969986916 38.760575203225017 14.650058533996342 17.112263359129429 12.616115902550517 5.5446857661008826 7.4828200633637589 21.310846411623061 1.7866593636572363 10.335777103900911 8.559705123305319 18.465307235717773 3.2279910994693637 1.9578217091038821 28.23298527020961 11.648865651339291
leaf_count=485 87 181 113 37 100 34 99 165 25 36 23 36 48 25 185 77
internal_value=0 0.0410375 -0.0152649 0.0641872 0.00254529 0.0223298 -0.0519357 -0.0238318 0 0.0358182 0.0542078 0.0248256 0.0512761 0.122754 0.0399838 0.0234257
internal_weight=0 120.564 145.108 81.8032 94.0036 58.0427 51.1041 35.9609 14.4553 54.4731 37.3608 28.8011 6.97247 3.74448 45.4265 39.8819
internal_count=1756 400 1356 219 674 396 682 278 197 132 95 72 98 50 296 262
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=22 7 2 17 2 4 3 23 4 6 2 0 15 2
split_gain=60.0096 11.8966 8.30231 4.37147 3.414 15.5879 8.29239 7.61543 10.983 3.92333 6.10026 3.1103 1.87903 1.99901
threshold=1.0000000180025095e-35 8.2948038871326624 52.500000000000007 1.0000000180025095e-35 55.500000000000007 21.624872611360832 35730.201868556709 15.500000000000002 41.244737740357259 51.340958025001058 24.500000000000004 78.500000000000014 4.5000000000000009 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 -2 11 -9 -8 -11 -6 -1 -14
right_child=4 -3 -4 -5 7 -7 9 8 -10 10 -12 -13 13 -15
leaf_value=0.084788226511058981 0.10615629591063139 -0.091630164138495798 -0.079768372295640211 -0.047505142192918869 0.12185114314202015 -0.098696816866901849 0.066485457170524745 -0.062814325838286028 0.086857892230088107 0.019930518993643797 -0.10757378708839567 0.044727439445876482 0.059256887696248733 -0.040472434436054694
leaf_weight=8.8201483478769713 14.852640502154825 61.018383279908448 11.842265426181255 4.1317708706483236 19.955170586705208 8.3367141615599376 6.4036461710929897 10.122923931106927 9.2637296468019468 5.0862282104790193 6.0411834456026554 23.412175856530666 4.1063835974782696 3.4010739717632532
leaf_count=19 7 1219 209 69 14 56 7 33 6 14 31 25 6 41
internal_value=0 -0.0651341 -0.00889714 0.0223586 0.0452116 0.0154994 0.0510674 0.0613075 0 0 -0.0313369 0.0848226 0.0522751 0
internal_weight=0 93.32 32.3016 20.4594 103.474 40.7204 32.3837 62.754 19.3867 17.5311 11.1274 43.3673 16.3276 7.50746
internal_count=1756 1563 344 135 193 115 59 78 39 52 45 39 66 47
shrinkage=0.1


Tree=209
num_leaves=16
num_cat=0
split_feature=18 15 23 4 27 2 8 2 0 0 2 2 4 9 9
split_gain=67.3801 4.32117 8.06532 3.89936 4.5527 6.30557 4.69496 4.08654 3.56662 8.36516 2.98563 1.51786 1.03173 0.267953 1.63416
threshold=1.0000000180025095e-35 9.5000000000000018 18.500000000000004 37.017741612752609 1.0000000180025095e-35 36.500000000000007 1.3347709636326723 55.500000000000007 209.50000000000003 148.50000000000003 71.500000000000014 113.50000000000001 20.988996084040277 77.786902418755119 93.421710363412373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 5 -2 8 -8 9 13 -3 12 -9 -7 -15
right_child=1 2 -4 -5 -6 6 7 11 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.091493085533924726 0 0 0.045449341284357209 -0.004011486790887901 0 0.11072689519299564 0.083344185269551327 -0.064257438934572295 0.13307860503060273 -0.0014708314111222752 -0.092665340217247649 0.013111092529130147 0 0.0087989865904950348 0.076889317223716738
leaf_weight=60.227977435104549 13.390021976083515 5.2534065321087864 16.098328983411193 10.996763959527014 17.676085848361254 15.028336256742476 6.510151922702792 5.7416472192853707 13.68820417486131 12.510861918330191 8.9970087930560094 10.422100961208342 3.0989907067269087 13.647607759572564 19.184868071228266
leaf_count=1373 31 15 34 37 30 18 9 43 20 24 41 13 12 27 29
internal_value=0 0.0313822 0 0.03873 0.0438471 0.051233 0.0600707 0.0130047 0.0737518 0.056991 -0.0576733 -0.000395104 -0.0389179 0.0764476 0.0546715
internal_weight=0 172.244 30.3487 141.896 130.899 113.223 99.8328 25.7729 74.0599 60.3717 14.2504 19.2627 8.84064 47.8608 32.8325
internal_count=1756 383 90 293 256 226 195 77 118 98 56 68 55 74 56
shrinkage=0.1


Tree=210
num_leaves=17
num_cat=0
split_feature=21 22 1 2 7 20 17 16 12 11 7 0 0 2 2 14
split_gain=39.8009 5.73077 6.54658 8.28684 5.67011 4.02471 4.86773 3.54112 8.47398 4.75726 3.3454 3.32732 4.10201 6.21796 3.10868 3.00889
threshold=1.0000000180025095e-35 1.0000000180025095e-35 47.500000000000007 71.500000000000014 13.633568057130153 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 59500.000000000007 2.0298316622441006 6.1875615179616759 83.500000000000014 42.500000000000007 93.500000000000014 78.500000000000014 82322.368421052655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 10 7 -7 8 9 -1 -4 12 -9 -14 -5 -10
right_child=-2 2 3 14 -6 6 -8 11 15 -11 -12 -13 13 -15 -16 -17
leaf_value=0 -0.089389666399080206 0 0.024363432078918237 -0.020735653157751492 0 0.090891688707697149 0 -0.014333756910735794 -0.072320126206706373 0.10314436452808329 0.14410267590145329 -0.035595584770103939 0.15066459778918864 0 0.05358384350734724 0
leaf_weight=8.4594359826296586 37.28167732572183 19.259837854653597 7.755908057093623 11.229427047073843 6.7909942865371695 12.170600097626448 15.017607260495424 12.403762543573977 6.0315857529640189 14.106889080256222 18.594369903206825 37.797567076981068 4.5031002946197978 3.1939348606392741 9.2083042226731759 32.529554724693298
leaf_count=37 897 42 14 20 16 42 53 61 17 75 60 174 25 24 35 164
internal_value=0 0.0220735 0.0457443 0.0637698 0.0952334 0.00891497 0.0436775 0 0.0177343 0.067398 0.116441 -0.0167202 0.00883308 0.0721249 0.0029731 -0.00614789
internal_weight=0 219.053 72.8388 53.579 33.1413 146.214 27.1882 119.026 61.1275 22.5663 26.3503 57.8984 20.1008 7.69704 20.4377 38.5611
internal_count=1756 859 187 145 90 672 95 577 293 112 74 284 110 49 55 181
shrinkage=0.1


Tree=211
num_leaves=16
num_cat=0
split_feature=21 26 16 23 17 7 6 10 7 4 2 2 1 2 2
split_gain=33.2615 8.40819 8.93252 11.501 10.9085 5.20564 4.53233 8.53467 3.16052 2.85682 2.12041 1.78519 1.65004 0.486041 0.370665
threshold=1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 13.500000000000002 1.0000000180025095e-35 10.356226066015651 52.952934406955606 5.5013698304947409 11.761117864540958 23.665807206388902 127.50000000000001 61.500000000000007 64.500000000000014 107.50000000000001 123.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 10 -5 8 12 -6 -3 -7 -8 -13 -15
right_child=1 5 3 6 9 11 7 -9 -10 -11 -12 13 -14 14 -16
leaf_value=-0.089563675712959145 -0.067198612619335393 -0.062808649189091612 -0.09467590810222902 -0.069374230190944103 0.084386497752661729 0.090869607612302783 -0.046210063062398034 -0.067154877273771757 0.082305883296655363 0 0.034570772068552177 0.03788920580503969 0.041015581597712764 -0.031426574367674903 0.014996607422735703
leaf_weight=38.798278758767992 6.3105118381790808 4.5353416157886377 17.246103103272617 6.680166531354188 22.314897484611723 22.279659859836102 3.519264732487505 6.6100357696413985 14.808290945366023 7.030722063034772 2.77169568836689 4.0921800024807435 5.3412540038116276 3.0952925477176905 2.8886289112269878
leaf_count=859 101 47 276 89 51 20 52 101 33 36 2 7 33 40 9
internal_value=0 0.015469 0 -0.0270207 0.0373529 0.0538641 0 0.0208581 0.0538793 0.0666444 0 0.071871 0 0.0100331 0
internal_weight=0 129.524 89.8612 54.2051 35.6561 39.6628 36.959 30.2788 23.6688 29.3456 7.30704 32.3558 8.86052 10.0761 5.98392
internal_count=1756 897 772 584 188 125 308 219 118 87 49 76 85 56 49
shrinkage=0.1


Tree=212
num_leaves=17
num_cat=0
split_feature=21 17 10 1 8 16 27 1 11 1 15 0 8 5 1 0
split_gain=33.4018 6.87796 6.10186 4.70569 7.80161 7.24759 6.34536 5.51236 5.50554 6.32229 4.65451 4.73385 4.43526 4.39796 5.0689 4.3522
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.5888879635328861 57.500000000000007 1.8104525458079552 14.500000000000002 1.0000000180025095e-35 42.500000000000007 2.6866448676440107 55.500000000000007 5.5000000000000009 103.50000000000001 1.3347709636326723 8.1576674133457168 60.000000000000007 113.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 5 8 15 -7 -2 -10 11 -3 -5 -4 -15 -6
right_child=1 2 13 12 6 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.089563675712959145 0.059894058978834111 0.089993121919288321 0 0.099610502779739762 0.010552069043249915 0 -0.022736901253725562 -0.092617232813086564 0.040942872356530727 -0.066886708236123998 -0.016129791262337094 0 0 0 -0.10352479629002174 0.096076798242169054
leaf_weight=38.798278758767992 17.073078569956124 11.539491425268354 8.6910633482038993 15.817073855549099 16.53124788030982 7.7793740052729854 6.9624135922640553 14.172694542445242 8.2943338137120008 11.677542851306498 18.357987209223211 5.5868465006351462 9.3986900383606535 6.2484410554170617 15.095235711429268 21.257642654702067
leaf_count=859 35 44 64 23 48 26 74 67 29 56 127 50 46 29 139 40
internal_value=0 0.0117728 -0.0126246 0.025717 0.013801 -0.00723535 0.0459987 -0.0550183 0.0156863 -0.0121008 0.0110697 0.0518918 0.0668206 -0.0472706 -0.0721452 0.0639502
internal_weight=0 194.483 65.5191 128.964 103.748 58.997 44.7513 21.9521 37.045 19.9719 35.4843 17.1263 25.2158 30.0347 21.3437 37.7889
internal_count=1756 897 453 444 375 213 162 93 120 85 221 94 69 232 168 88
shrinkage=0.1


Tree=213
num_leaves=17
num_cat=0
split_feature=21 1 23 15 15 1 2 2 5 0 16 0 14 0 0 3
split_gain=37.3385 18.575 18.3507 16.053 13.9832 13.2431 15.5764 6.14302 6.17478 4.93671 4.71912 4.32139 3.88735 3.74303 2.27113 1.12047
threshold=1.0000000180025095e-35 66.500000000000014 14.500000000000002 8.5000000000000018 5.5000000000000009 13.500000000000002 75.500000000000014 29.500000000000004 9.0993324138333609 237.50000000000003 21.500000000000004 164.50000000000003 127000.00000000001 245.50000000000003 82.500000000000014 45793.660725964663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 12 6 -2 -4 11 10 -7 -9 14 -11 -3 -5
right_child=1 2 7 15 -6 9 -8 8 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.09069592905717061 0 0 0.042330970396528 -0.043077812048948401 0.17769231240225275 -0.080496429832745631 0.30319484931850021 -0.015831735326286758 -0.086531998244872302 0.11946401333912791 0.017158094080202461 0.13216425848065541 -0.0065419250695093883 -0.022682736441496626 0.096077410371161256 0
leaf_weight=41.177384249167517 4.6401733588427296 5.850681556388742 11.214340329170229 6.4884298704564554 19.9142693169415 32.99939136672765 2.2860854752361774 2.9600516222417381 13.841505046933888 2.5139360632747403 2.0553161222487679 2.5064522745087743 4.3336909711360923 3.2563676787540317 11.086262609809635 4.0947230979800224
leaf_count=859 45 26 21 29 67 385 17 27 97 17 24 15 30 33 37 27
internal_value=0 0.018133 0.047868 0.0845637 0.113429 -0.0289255 0.0886147 -0.00782427 -0.0473033 -0.0537612 -0.069071 0.0154756 0.0438697 0.0046199 0.0685655 -0.00888689
internal_weight=0 130.042 82.2904 51.7681 41.1849 47.7513 6.92626 30.5223 19.308 40.825 35.0547 5.4665 21.2706 5.7703 16.9369 10.5832
internal_count=1756 897 376 216 160 521 62 160 139 459 409 42 93 50 63 56
shrinkage=0.1


Tree=214
num_leaves=17
num_cat=0
split_feature=21 2 23 7 23 0 17 5 11 6 4 2 10 15 2 1
split_gain=33.7542 9.35717 8.95516 5.44312 8.57936 5.3409 4.44135 4.50382 2.9871 2.82523 2.62788 2.5204 1.60048 1.56194 2.65069 0.854428
threshold=1.0000000180025095e-35 31.500000000000004 12.500000000000002 11.37213489190094 7.5000000000000009 247.50000000000003 1.0000000180025095e-35 9.4402766892213918 1.8857750922294454 46.796488469137557 26.038777885070154 30.500000000000004 5.6868309072489156 10.500000000000002 45.500000000000007 65.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 12 -9 -10 -4 -5 -3 14 -11 -8
right_child=1 5 10 11 -6 -7 15 8 9 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.089678027275368097 0.01768380595435871 -0.043400026794601892 0.107577554045066 0 -0.14363859771826512 0.091167505636741281 0 -0.01270404732681921 0 0 0.014921799620100835 0.087968755150373043 0 0 0.093763419439172629 -0.064763667180177661
leaf_weight=39.480172695359215 3.6848843358457106 19.669260831549767 20.312723727896813 3.8783540343865734 5.6603960525244474 5.5091418265365055 8.2217217888683081 9.3097209185361844 7.9002250395715228 5.9638284705579343 10.17929222434759 6.1369654387235641 11.896501205861567 6.5837080404162398 13.961431095376609 14.516785773448646
leaf_count=859 20 85 60 45 25 34 77 32 32 28 25 10 64 28 67 265
internal_value=0 0.0135721 0.0493707 0 -0.0586483 -0.0017356 -0.0089953 0.000125149 0.0234279 0.0390104 0.0831985 0.0471729 -0.0258197 0.0551463 0.0694972 -0.0479791
internal_weight=0 153.385 49.8526 19.3606 9.34528 103.532 98.0232 75.2847 43.7189 34.4092 30.492 10.0153 31.5658 26.509 19.9253 22.7385
internal_count=1756 897 185 100 45 712 678 336 187 155 85 55 149 123 95 342
shrinkage=0.1


Tree=215
num_leaves=4
num_cat=0
split_feature=19 8 8
split_gain=108.101 2.08035 0.19282
threshold=1.0000000180025095e-35 4.2026112631773156 0.23700093476901102
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.091888775030730063 0.025382283104406156 0.021709791107722622 0.083340368782174268
leaf_weight=70.018762343563139 11.216846339404581 18.705942943692207 71.636210262775421
leaf_count=1561 26 39 130
internal_value=0 0.0695222 0.0779054
internal_weight=0 101.559 82.8531
internal_count=1756 195 156
shrinkage=0.1


Tree=216
num_leaves=17
num_cat=0
split_feature=21 9 17 1 16 6 25 23 16 4 4 10 14 0 0 8
split_gain=35.0877 10.0721 5.73954 8.7781 4.81973 18.1202 9.15172 4.08228 8.47782 5.98747 4.87616 4.28871 4.14941 3.21215 1.43471 1.13236
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 28.500000000000004 13.500000000000002 52.35813614083991 1.0000000180025095e-35 18.500000000000004 17.500000000000004 25.806307867667901 17.148942897858955 0.70396693612461669 99000.000000000015 219.50000000000003 75.500000000000014 0.23700093476901102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 -4 9 -9 12 -10 -12 15 14 -3 -6
right_child=-2 2 4 -5 7 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.076343283074444199 -0.08940531384716266 0.029277150266529391 0 -0.081849178512602441 0 -0.091551595866780175 0.10404519803735755 0.084082352327383855 0.03482219257424906 0.084756451676058719 0 -0.087111876582956577 0.045156434760349563 0.079651520688822558 -0.052300508879004316 -0.064275044585495184
leaf_weight=9.8982145923655462 37.36919405637309 2.944917290471496 13.88122150208801 12.079496133606879 3.6531932204961794 13.541189497336743 14.708120203576982 10.994278149679301 6.6632132334634688 40.31194762326777 3.522382420487701 12.228824088349937 18.187829315662384 6.9769091531634331 4.322253352496773 4.8915003668516874
leaf_count=205 897 5 31 197 13 88 20 16 17 72 14 67 32 11 39 32
internal_value=0 0.0170875 0.0237456 -0.0141702 0.0321468 0 0.0486637 0.0441207 0.00807562 0.0591021 -0.0202916 -0.0562913 0.0129417 0.029197 0 -0.0322456
internal_weight=0 178.805 168.907 26.3236 142.584 42.1305 28.5893 100.453 33.4087 67.0445 22.4144 15.7512 26.7325 14.2441 7.26717 8.54469
internal_count=1756 859 654 252 402 139 51 263 114 149 98 81 77 55 44 45
shrinkage=0.1


Tree=217
num_leaves=17
num_cat=0
split_feature=21 23 0 16 23 26 23 6 10 13 10 4 15 5 6 16
split_gain=58.7264 20.2225 30.7651 22.0621 16.5768 12.5161 10.1669 11.3457 9.80097 11.8028 8.77625 9.86204 6.72761 6.00697 5.41715 5.36442
threshold=1.0000000180025095e-35 16.500000000000004 40.500000000000007 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 18.500000000000004 55.395343766016374 6.4182452336575961 11.556158463839152 9.6848393390517149 21.322391052278704 3.5000000000000004 8.0267231133144765 52.35813614083991 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 8 13 12 9 -6 11 -5 -8 -3 -4 -11
right_child=1 6 4 10 5 -7 7 -9 -10 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.089604178316831637 0 0.013254414822158521 -0.11008675001068852 0.25091562159550662 0 -0.045669142921079861 0.18490190329585687 -0.019488683675264074 0 0.1804518694209766 0.34639463524310088 0.037989098915835851 0.03182384973579519 -0.075459780918216951 0 0.081381471030323921
leaf_weight=39.035884954268113 4.0134064983576563 6.5973851811140802 6.2713178265839842 5.932007700204851 8.528212293982504 7.7247758898884049 5.7660301886498955 17.32602302916348 13.116959251463411 12.145719956606625 6.0374608077108851 7.8619745559990406 15.490783691406248 21.409546286799014 15.122396854683755 47.429438155144453
leaf_count=859 17 20 30 26 39 50 25 88 55 55 24 37 67 90 93 181
internal_value=0 0.0434661 0.0658328 0.171612 0.0411626 0.0609932 0 0.0316582 0.0735978 0.0888764 0.215721 0.144042 0.0827466 -0.047428 -0.0319444 0.104933
internal_weight=0 200.773 134.184 23.8448 110.339 88.9451 66.5898 38.5828 81.2203 68.1034 19.8314 13.794 21.2568 28.0069 21.3937 59.5752
internal_count=1756 897 607 104 503 380 290 180 330 275 87 63 92 110 123 236
shrinkage=0.1


Tree=218
num_leaves=17
num_cat=0
split_feature=21 26 8 5 2 5 23 16 23 23 10 25 0 16 2 16
split_gain=37.4666 12.2438 11.7118 10.0127 6.01685 16.1565 7.2851 5.79745 4.79248 7.24265 4.47974 6.12065 4.59586 8.80783 3.55734 3.17609
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.40798873271226055 9.2090384758005666 74.500000000000014 10.299435530655302 16.500000000000004 15.500000000000002 14.500000000000002 16.500000000000004 6.032510952418634 1.0000000180025095e-35 135.50000000000003 19.500000000000004 75.500000000000014 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 10 5 6 -5 -2 -6 -10 12 -12 14 -14 -4 -7
right_child=1 -3 3 4 8 15 -8 -9 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.090228484067945203 -0.10330851529189433 -0.080850303507881305 -0.049178784251906471 0 0.10379713838509119 -0.092144162027606918 0.40734921768799892 0 -0.026009699211661637 0.071979435670955647 0 0.11940205964671764 -0.10675019553063483 0.046909919191615961 0.034438997588057164 0
leaf_weight=42.757558338111266 9.0797517187893408 11.764209731947629 6.3943030387163189 1.6972764013335138 31.493561052717268 5.6798623297363511 1.3134907949715851 12.17373110540211 9.2305587101727742 17.888364806771278 15.314132769592108 6.6549885366111985 12.079235380515454 3.2994092758744946 17.165895448066294 10.131488214246927
leaf_count=859 74 125 67 29 88 43 15 61 28 63 74 34 74 17 37 68
internal_value=0 0.0140566 0.0223044 0.0337504 0.0576899 0 0.219531 -0.0427986 0.0736439 0.0312589 3.47911e-05 0.0391501 -0.0169027 -0.0607909 0.00326435 -0.032269
internal_weight=0 171.36 159.596 138.343 77.4346 18.8221 3.01077 21.2535 58.6125 27.1189 60.908 21.9691 38.9388 15.3786 23.5602 15.8114
internal_count=1756 897 772 637 334 155 44 135 179 91 303 108 195 91 104 111
shrinkage=0.1


Tree=219
num_leaves=16
num_cat=0
split_feature=17 13 25 13 2 2 2 18 2 23 13 6 6 9 13
split_gain=30.6182 10.5581 8.12919 9.56406 7.19281 11.2503 8.03941 7.04801 6.75307 3.4594 8.07049 3.31897 5.12779 5.93382 3.2377
threshold=1.0000000180025095e-35 59.750254476144008 1.0000000180025095e-35 57.33352350779041 32.500000000000007 35.500000000000007 45.500000000000007 1.0000000180025095e-35 120.50000000000001 20.500000000000004 41.904781546694359 55.395343766016374 48.112411971238707 96.400083533005116 43.768707825406928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 8 -8 10 11 12 -9 -14 -12
right_child=1 -3 3 -5 5 6 7 9 -10 -11 14 -13 13 -15 -16
leaf_value=-0.089352089300191048 -0.0634297972181916 -0.077449648472884408 -0.082858319427237107 0.071498278344701599 0.10154784784833491 -0.072962073946859329 -0.077751019854421871 0.084969493474992289 0.04895779940128301 0 0.027516683840843666 0.10900256405801939 -0.07683168024516282 0.059893703450777616 -0.072098653620543712
leaf_weight=35.071851827669889 5.7894007810391477 10.716760361101477 13.802624061238022 4.4124263469129792 24.705888230353594 7.2448023287579408 10.244611972477285 11.09184109978378 5.3428137805312863 11.254779579117892 4.7588481456041318 21.996407590806484 6.326495426706968 6.1306469403207302 5.6422889474779367
leaf_count=776 86 242 205 6 10 60 193 12 16 32 5 11 53 10 39
internal_value=0 0.0141294 0.0226431 -0.0344977 0.0329363 0.03954 0.0203054 0.0308806 -0.0215015 0.0460039 0.0562179 0.0751129 0.0349731 0 -0.00731174
internal_weight=0 149.461 138.744 18.2151 120.529 114.739 90.0335 82.7887 15.5874 67.2013 55.9465 45.5454 23.549 12.4571 10.4011
internal_count=1756 980 738 211 527 441 431 371 209 162 130 86 75 63 44
shrinkage=0.1


Tree=220
num_leaves=17
num_cat=0
split_feature=2 1 6 15 6 5 23 6 28 4 15 20 2 0 16 23
split_gain=19.5598 10.7212 10.0301 9.26108 8.28502 7.33874 6.56679 11.4573 7.61125 6.09009 7.03371 5.04935 4.86985 6.3966 3.41998 2.29403
threshold=82.500000000000014 56.500000000000007 43.322879304110707 3.5000000000000004 51.995950277972305 8.8499912668164384 16.500000000000004 48.112411971238707 1.0000000180025095e-35 17.148942897858955 11.500000000000002 1.0000000180025095e-35 110.50000000000001 209.50000000000003 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 12 -5 15 7 -1 14 -7 -11 -9 -2 -14 -8 -6
right_child=3 2 -4 4 5 9 8 11 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.057536777864022538 0.070690264808251899 0.053582947462266772 -0.089698736794008777 -0.084897823455776678 0 0.061840432328993278 0.10438405059746841 -0.093647432342168602 -0.060874071171727884 -0.075980781581397205 0.050473643494258563 0 -0.069035538091748866 0.053353232853700472 0 -0.091225649717012025
leaf_weight=7.7642235569655922 44.471475839614868 3.7670406829565755 38.699984380509704 10.004940418526528 2.5083435885608178 29.116662433370948 11.658081919420516 19.791600308381025 3.9798893686383954 8.8111764220520872 7.7821411527693263 2.7034552078694096 6.6308683436363962 11.369446039199827 5.2466454152017823 6.7604681719094515
leaf_count=19 89 19 878 96 9 81 34 218 45 86 10 13 51 12 30 66
internal_value=0 -0.0350008 -0.072284 0.025197 0 0.0139755 -0.000136215 -0.033622 0.0388136 0.0333385 -0.00463341 -0.0739678 0.0527043 0 0.0741025 -0.0599581
internal_weight=0 93.6109 42.467 127.456 64.9837 54.9788 51.1439 30.2593 20.8846 45.71 16.5933 22.4951 62.4718 18.0003 16.9047 9.26881
internal_count=1756 1256 897 500 348 252 359 250 109 177 96 231 152 63 64 75
shrinkage=0.1


Tree=221
num_leaves=17
num_cat=0
split_feature=17 23 19 1 1 1 6 10 0 2 16 7 2 15 8 7
split_gain=33.0837 7.73914 6.79033 5.95981 22.0108 8.49697 6.86202 6.04133 6.08652 4.84795 4.92883 6.28882 5.63749 3.50885 3.50459 3.33023
threshold=1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 56.500000000000007 2.5000000000000004 57.500000000000007 45.776543533071212 1.9937898856612501 143.50000000000003 107.50000000000001 13.500000000000002 11.057769710636451 40.500000000000007 10.500000000000002 0.38742398562191355 16.461778588663801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -6 8 -5 10 11 -9 -12 -3 -10 -7
right_child=1 13 -4 5 6 15 -8 9 14 -11 12 -13 -14 -15 -16 -17
leaf_value=0.062516082274114357 -0.090258341034050768 -0.033915524110056681 -0.068889763351117642 -0.077802930284099445 0.0031103080104548063 -0.074693967687919485 -0.091415214014169466 -0.081715010939701654 0.074547684014574844 0.10680396461000115 0.099940865582859417 0.040462748769006074 0 0.0991160859804813 0 0.014881444718130766
leaf_weight=26.209491864778101 42.939207938732579 3.1384221110492936 7.3239136277697972 6.1969452677294639 5.841384224593642 8.4720884286798519 22.285951649770141 6.435664530843499 10.517516525462272 23.360661888495088 17.027488285675648 12.163850765675305 9.6369833960197848 3.2063922695815563 11.616377014666794 2.4082076381891957
leaf_count=60 928 40 130 45 10 88 212 46 20 25 28 33 40 12 33 6
internal_value=0 -0.0743498 0.0186303 0.0238148 0 0.0374913 -0.064681 0.0478558 0.00133381 0.0641503 0.0377226 0 0.0652997 0.00182204 0.0325172 -0.0365039
internal_weight=0 49.284 169.497 162.173 54.3368 107.836 28.1273 96.9555 28.3308 68.6246 45.264 18.5995 26.6645 6.34481 22.1339 10.8803
internal_count=1756 980 776 646 282 364 222 270 98 172 147 79 68 52 53 94
shrinkage=0.1


Tree=222
num_leaves=17
num_cat=0
split_feature=2 17 2 6 18 4 7 1 2 1 10 2 2 7 6 23
split_gain=17.5162 9.25421 9.20728 7.58486 6.69628 4.10481 3.75809 6.65961 3.71047 3.33687 3.99313 3.09331 3.65551 4.98166 3.50272 3.06987
threshold=107.50000000000001 1.0000000180025095e-35 110.50000000000001 51.765068703083806 1.0000000180025095e-35 44.959010830912909 10.819508189742285 66.500000000000014 114.50000000000001 66.500000000000014 5.7595764856834561 52.500000000000007 45.500000000000007 11.288500343055489 56.397151604327206 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 15 11 7 -6 -4 -10 -11 12 -3 -14 -13 -5
right_child=2 5 8 4 6 -7 -8 -9 9 10 -12 14 13 -15 -16 -17
leaf_value=-0.052231168462979705 0.13447720263191063 0 -0.061171705518997657 0.011788967090204237 0 0.094318149958425967 -0.0019325913574899335 0.11060744439110382 -0.021959118643983658 0 0.10058754661892139 -0.046871808665524671 0 0.13843612881197229 0.00046200541482458368 0.12443947900990888
leaf_weight=42.422145167831331 13.176828093826769 34.325036885216832 8.3075496349483711 8.4669172391295451 6.8919730186462411 4.6582014430314294 29.625486224889755 9.1384248733520508 9.3153899256140011 11.811078496277334 7.3954510390758506 24.936148534528911 6.7976123839616758 5.0906866379082203 21.604973014444113 12.573007207363842
leaf_count=675 37 281 44 19 17 30 61 28 58 54 29 171 29 32 145 46
internal_value=0 -0.0129906 0.038869 0.0579671 0.0398555 0.00204719 0.0130146 0.0531023 0 0.0145257 0.0426242 -0.000432624 0.0155601 0.0633725 -0.0206058 0.0886029
internal_weight=0 139.835 116.702 79.8726 66.6958 97.4127 45.6559 16.0304 36.8295 28.5219 19.2065 92.7545 46.2133 11.8883 46.5411 21.0399
internal_count=1756 1363 393 208 171 688 106 45 185 141 83 658 342 61 316 65
shrinkage=0.1


Tree=223
num_leaves=12
num_cat=0
split_feature=22 7 2 1 2 23 23 3 2 4 2
split_gain=49.4752 12.4837 6.01834 3.75263 4.85142 3.70394 3.20243 23.7322 5.61537 5.17946 1.72455
threshold=1.0000000180025095e-35 8.2948038871326624 52.500000000000007 43.500000000000007 51.500000000000007 4.5000000000000009 17.500000000000004 35870.716953635259 51.500000000000007 18.162365951655712 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 8 -8 9 -7 -11
right_child=5 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=0.071736043803239599 0 -0.09109710818085219 -0.073808954333361224 -0.071336307141564942 0.066027808075601477 0.061187346587568116 0.076927895914848596 -0.11282740446642602 0.090461073570424905 0 -0.08293694652588815
leaf_weight=9.188432211056357 12.33326108381152 54.410414582118392 9.2605876415036601 6.469255034811793 3.5904601728543639 11.129125505685808 21.723476247861985 9.0589688122272474 35.380876984447241 3.7028703801333895 4.2161569930613041
leaf_count=24 28 1228 208 102 7 18 27 42 31 18 23
internal_value=0 -0.0627771 -0.00171848 0.022585 -0.00244731 0.042052 0.0495882 0.014594 0.0657084 0.0092423 -0.0385287
internal_weight=0 82.9191 28.5087 19.2481 10.0597 97.5447 85.2115 30.7824 54.429 19.0482 7.91903
internal_count=1756 1569 341 133 109 187 159 69 90 59 41
shrinkage=0.1


Tree=224
num_leaves=11
num_cat=0
split_feature=18 2 2 13 16 0 2 9 6 2
split_gain=56.9689 3.66976 25.7547 5.22691 6.15072 6.31981 7.02873 4.64063 3.07281 2.65685
threshold=1.0000000180025095e-35 113.50000000000001 102.50000000000001 66.130951641690416 19.500000000000004 190.50000000000003 56.500000000000007 74.680804217249687 52.35813614083991 45.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3 -9 -6
right_child=1 7 -4 -5 9 -7 -8 8 -10 -11
leaf_value=-0.09092650657856946 -0.1000571139272361 0 -0.089077708884855389 0.098556375005183383 0.0093982880207085125 0.052386232458264452 0 0.027705586348448216 0.093950600688338062 0.091177197736918597
leaf_weight=53.220222326228395 9.4126052446663397 15.167270235717295 18.961788433603942 14.292530689388512 14.032681055366995 14.302938185632227 17.726461064070463 27.07076945155859 23.185394555330276 15.090449050068854
leaf_count=1374 41 28 136 20 17 31 27 33 28 21
internal_value=0 0.0276814 0.0131985 0.0384071 0.0233928 0 -0.0297045 0.04761 0.062243 0.0586335
internal_weight=0 169.243 103.819 84.8577 70.5651 41.442 27.1391 65.4234 50.2562 29.1231
internal_count=1756 382 293 157 137 99 68 89 61 38
shrinkage=0.1


Tree=225
num_leaves=17
num_cat=0
split_feature=21 18 8 27 7 1 1 22 7 9 23 12 1 23 8 23
split_gain=38.192 6.58206 3.93788 2.03467 3.21802 5.61079 3.10536 3.82078 6.79659 4.69033 1.86293 2.91436 2.78418 3.52233 3.51775 1.73283
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.18134229542642502 1.0000000180025095e-35 10.311143250661541 13.500000000000002 56.500000000000007 1.0000000180025095e-35 14.141870496528828 22.189374422997904 19.500000000000004 59500.000000000007 50.500000000000007 11.500000000000002 0.38742398562191355 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 -6 -7 9 -9 -8 11 12 -3 -14 -15 -4
right_child=-2 10 3 -5 5 6 7 8 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.096902588027396014 -0.088730643310737808 -0.0048298320026911937 0 0 0.15123593288223572 -0.00090178764457010522 0.10473816944962092 0.10887049139319989 0 0 -0.029747160565738576 -0.01144951211047476 0 0 0.14104917511860179 0.049820350018945726
leaf_weight=12.787302508950232 33.786305851768702 4.4586492609232691 44.905951300635934 16.545771863311529 6.1817638128995887 8.7450454421341401 4.6516313664615181 18.196183018386368 7.8716069012880316 24.737677417695522 17.359392743557692 22.533800892531872 9.2332528810948151 4.4194207862019521 6.4135244395583868 9.3310580402612668
leaf_count=44 907 25 121 46 29 33 20 52 11 88 111 134 43 23 42 27
internal_value=0 0.0249598 0.0362105 0.0292974 0.0336982 0.0488362 0.0358645 0.045265 0.0752752 0.011848 0 0.00833349 0.0346574 0.0533885 0.0923648 0.0103696
internal_weight=0 218.372 153.954 141.167 124.621 70.3839 64.2021 55.4571 26.0678 29.3893 64.418 47.0586 24.5248 20.0662 10.8329 54.237
internal_count=1756 849 471 427 381 233 204 171 63 108 378 267 133 108 65 148
shrinkage=0.1


Tree=226
num_leaves=14
num_cat=0
split_feature=21 26 1 7 8 23 13 0 13 2 1 2 2
split_gain=28.6621 6.56927 6.25105 10.3492 11.4558 9.68184 7.04812 5.18759 5.18538 2.51908 2.05607 1.67969 0.162697
threshold=1.0000000180025095e-35 1.0000000180025095e-35 47.500000000000007 5.185085650737391 0.09118380750871212 22.500000000000004 62.772181991776669 155.50000000000003 48.49099531519456 130.50000000000003 45.500000000000007 61.500000000000007 107.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 10 11 -10 -2 -3 -13
right_child=1 8 3 4 5 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.088872411637140825 -0.052711686936544683 0.087267248984221529 0.074469053688097309 0.031432707478663592 -0.0936194200448454 0.043088223080347161 -0.061668182576720437 0.087778590622687391 -0.067932781212399221 0.035409026693721743 0.051811554897904635 0.022020562695195124 0
leaf_weight=34.976828621234745 4.5797347291372779 20.322809359058741 8.0312352236360294 11.901937902905045 31.72841377556324 4.0189704811200491 4.4929852895438662 18.274003970902413 4.8138703024014822 2.5276987552642822 2.9189591407775879 4.1934504546225053 5.436273604631424
leaf_count=849 83 21 14 34 520 14 58 53 59 1 1 9 40
internal_value=0 0.0130619 0 -0.0220118 -0.0424667 -0.0726605 0.0342639 0.0587403 0.0482212 -0.0051369 0 0.0679703 0.0064968
internal_weight=0 123.24 85.9462 55.6806 47.6493 35.7474 30.2657 25.7727 37.2941 7.34157 7.49869 29.9525 9.62972
internal_count=1756 907 777 582 568 534 195 137 130 60 84 70 49
shrinkage=0.1


Tree=227
num_leaves=17
num_cat=0
split_feature=21 1 5 11 23 12 16 0 13 16 16 1 16 12 0 1
split_gain=28.9221 6.8586 6.01576 8.6129 4.297 4.52653 5.21335 3.60163 3.60497 3.33973 2.86122 2.79883 3.09366 4.73449 2.82783 2.6728
threshold=1.0000000180025095e-35 60.000000000000007 9.1333734642841318 8.8664080125655307 6.5000000000000009 81475.000000000015 19.500000000000004 107.50000000000001 44.38987084291454 3.5000000000000004 9.5000000000000018 57.500000000000007 14.500000000000002 33900.000000000007 66.500000000000014 56.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 7 -4 9 6 11 8 -3 -2 -7 12 13 -6 -14 -15
right_child=1 2 3 -5 5 10 -8 -9 -10 -11 -12 -13 14 15 -16 -17
leaf_value=-0.088872411637140825 0.0023085218472508428 0.093376394440960228 0 -0.10838305456789886 0.056066853077179492 0 -0.074301976656771712 -0.018737857183891624 0 -0.079868323980993305 0.062627376545835611 0.069011301694164959 0 0.02134706619817122 -0.093423474548845503 -0.05737458126477564
leaf_weight=34.976828621234745 5.7628861153498274 8.2478777579963261 19.472222009673715 13.348487579263745 19.539577323943377 10.373422853648661 6.0670858016237608 12.573722517117856 9.3264244375750405 6.3496360955759883 45.554587244056165 10.277859220281242 4.4633847773075086 4.6357420887798044 4.9752917531877756 8.1585082849487662
leaf_count=849 22 25 106 131 39 54 36 110 64 53 156 16 14 21 29 31
internal_value=0 0.00975775 -0.0153204 -0.0464041 0.0238587 0.0307228 0.00700278 0.0118915 0.0451747 -0.0242747 0.0517988 0.0203185 0.00355478 0.0224654 -0.0400581 -0.0132347
internal_weight=0 189.127 62.9687 32.8207 126.158 114.045 58.1174 30.148 17.5743 12.1125 55.928 52.0504 41.7725 32.3338 9.43868 12.7943
internal_count=1756 907 436 237 471 396 186 199 89 75 210 150 134 91 43 52
shrinkage=0.1


Tree=228
num_leaves=17
num_cat=0
split_feature=21 1 16 2 14 4 2 10 15 0 0 1 15 12 10 7
split_gain=39.9783 29.4489 16.8795 14.9015 14.7849 18.5583 22.8635 11.9697 8.97337 7.56933 5.48425 4.15213 3.30871 2.0335 1.81757 1.23416
threshold=1.0000000180025095e-35 61.500000000000007 20.500000000000004 31.500000000000004 40750.000000000007 13.672973158744851 30.500000000000004 2.0196212573769006 6.5000000000000009 192.50000000000003 42.500000000000007 50.500000000000007 10.500000000000002 217500.00000000003 19.492923455870507 10.545410217744214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 10 -4 -6 -7 8 -5 13 -3 15 -9 14 -2 -11
right_child=1 2 4 7 5 6 -8 12 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.090279171439439324 -0.088642559148877892 0 0 0.13111792309647782 0.052182378802138565 0.047018859575962288 0.48454074675504866 -0.073831722952421894 -0.017660329730517663 0 0.10511415124949366 -0.042036417619264604 0 0 0 0.082918544834616609
leaf_weight=37.730097018647939 21.663217960391201 6.5179690755903748 4.5463048107922104 8.1458052825182659 7.6472854884341341 3.3051216900348663 4.076002262532711 18.860502636991445 4.1198016200214616 3.705162860453127 25.083863720297813 5.4701287737116209 2.833183951675891 5.1820998843759289 2.9100355040282002 6.660770726390183
leaf_count=849 274 16 17 37 31 7 36 167 26 23 64 74 26 58 22 29
internal_value=0 0.0265673 0.0621781 0.0338032 0.147006 0.194901 0.315697 -0.00690712 0.0648562 -0.0355486 0.083873 0.0100491 -0.0566923 -0.066531 -0.0786597 0.0568097
internal_weight=0 130.727 85.1358 65.5611 19.5747 15.0284 7.38112 33.9593 12.2656 45.5914 31.6018 15.8361 21.6937 29.7554 24.5733 10.3659
internal_count=1756 907 427 336 91 74 43 256 63 480 80 126 193 354 296 52
shrinkage=0.1


Tree=229
num_leaves=17
num_cat=0
split_feature=21 17 23 6 16 3 12 1 16 0 0 15 5 3 1 23
split_gain=32.6983 17.468 4.57824 4.20491 4.68058 6.94232 3.48121 3.31677 3.01687 3.12514 6.21603 2.48009 1.9294 1.56466 0.997015 0.815635
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 45.776543533071212 12.500000000000002 45793.660725964663 38500.000000000007 66.500000000000014 21.500000000000004 75.500000000000014 88.500000000000014 8.5000000000000018 11.132201719486853 39201.453057365048 45.500000000000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 11 -2 14 9 -6 -11 15 13 -12 -3 -5
right_child=1 7 3 4 8 -7 -8 -9 -10 10 12 -13 -14 -15 -16 -17
leaf_value=-0.08900133402759626 0.0019305920606079244 -0.015400274499257833 -0.052087565354405521 0.039505072734851036 0.037111501591210544 0 0.12470031476992585 -0.070340066990554187 0.064077094973447657 -0.12408062029297813 -0.048623562006132361 0.0072824601438644387 0.039366881770395247 0 0.064597923637522162 0.13520477975163431
leaf_weight=35.632246814668179 7.4263353794813183 7.6883833659812826 4.898318473249673 9.1254527196288162 12.415602454915641 12.774587273597716 11.146260581910608 20.479622311424464 7.7589397579431525 4.9566341973841217 9.605965614318853 8.5661804266273958 7.891442008316516 8.6641933899372798 1.9522943608462808 12.081038726493714
leaf_count=849 23 78 15 37 55 54 37 382 24 13 30 33 37 42 15 32
internal_value=0 0.0175722 0.0360011 0.0245035 0.0306306 0.0559439 0.0863683 -0.0475701 0.00573793 -7.01154e-05 -0.0213257 0.0824886 0 -0.0196636 0 0.103446
internal_weight=0 147.431 117.311 98.7384 93.84 42.5473 18.5726 30.1203 51.2928 43.5338 31.1182 29.7727 26.1616 18.2702 9.64068 21.2065
internal_count=1756 907 432 372 357 156 60 475 201 177 122 102 109 72 93 69
shrinkage=0.1


Tree=230
num_leaves=3
num_cat=0
split_feature=19 1
split_gain=88.8461 3.86517
threshold=1.0000000180025095e-35 13.500000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.091470196471335127 0 0.069421739487476333
leaf_weight=63.415282973088324 11.471541956067083 82.278173960745335
leaf_count=1563 28 165
internal_value=0 0.0617849
internal_weight=0 93.7497
internal_count=1756 193
shrinkage=0.1


Tree=231
num_leaves=17
num_cat=0
split_feature=21 9 16 17 1 11 11 16 13 10 4 16 1 16 0 23
split_gain=30.8012 8.92648 5.05805 4.9505 7.32452 4.33198 5.81501 4.67751 10.2628 5.00703 4.56479 3.74367 4.42361 3.61221 3.04977 1.10889
threshold=1.0000000180025095e-35 33.102903986990803 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 2.6866448676440107 6.9189596546447865 14.500000000000002 27.709732105127454 1.8318338095126703 26.268593874526555 22.500000000000004 24.500000000000004 17.500000000000004 219.50000000000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 14 11 -7 8 -8 -9 -11 12 -5 -12 15 -4
right_child=-2 2 3 5 -6 6 7 9 -10 10 13 -13 -14 -15 -16 -17
leaf_value=-0.074926283361208948 -0.088741478252067865 -0.070765127657924073 0.023445883972239866 0.015780693343633447 -0.079088856382131201 0.071998785279906816 0.066193589901840988 -0.02352473167091151 -0.087293499887397763 0 0.12191590887884812 0.062010090782869544 -0.086361094294435503 0.0281748990666651 0.081174202726002412 -0.048316202113620837
leaf_weight=9.3130567672196758 33.844614314846694 4.5627797232009462 2.8437674306333083 2.9843614213168594 10.353949691634623 43.341690126806498 6.2128640264272716 7.9492620890960088 10.708305072970687 19.441889757290483 12.354584224522116 3.8771194946020833 8.9097373532131314 17.784093618392944 6.2846217341721058 4.0804402614012361
leaf_count=200 907 38 5 4 185 55 14 37 72 59 11 6 81 40 7 35
internal_value=0 0.0155927 0.0220422 0.0260088 -0.0101604 0.0338855 0.0408176 0.0199818 -0.0191305 0.0349589 0.0483655 -0.00522041 -0.0439341 0.0732311 0.0287438 0
internal_weight=0 171.003 161.689 157.127 23.5628 133.564 117.793 74.451 16.9212 57.5298 49.5806 15.7712 11.8941 30.1387 13.2088 6.92421
internal_count=1756 849 649 611 232 379 288 233 86 147 110 91 85 51 47 40
shrinkage=0.1


Tree=232
num_leaves=17
num_cat=0
split_feature=21 13 23 16 15 10 13 27 0 1 2 13 15 2 26 15
split_gain=38.9283 13.1015 21.2021 12.1137 11.552 10.4172 10.352 10.1126 9.38809 9.30162 7.78344 14.0067 10.4856 6.51174 6.4394 5.53856
threshold=1.0000000180025095e-35 64.136485002417615 16.500000000000004 11.500000000000002 9.5000000000000018 5.5013698304947409 25.116187137811902 1.0000000180025095e-35 113.50000000000001 66.500000000000014 75.500000000000014 13.157169621065853 9.5000000000000018 56.500000000000007 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 8 6 -2 13 9 -3 12 -12 -9 -5 -15 -7
right_child=1 2 -4 7 -6 15 -8 10 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.088915255863677559 0 0.099298276572916622 -0.011540808968846532 -0.087925275593794441 0 -0.075632091575947372 0.12333392066542342 0.08705973263476606 0 0.2974350878630504 0.11428586794784393 -0.048769321174990339 -0.023551898792697468 0.049703072636969076 -0.075979103147162719 0.050508001748689635
leaf_weight=35.190142681123689 14.099535996094344 10.262332074344167 14.513460487127302 20.786619390361011 5.5030505508184424 8.0448860991746169 22.043840408325195 23.788378980010748 5.122802920639514 7.3384447637945405 6.0094736665487281 29.495414890348911 9.6542141288518888 9.5418193973600882 7.0714025031775227 4.6218457631766787
leaf_count=849 76 39 65 182 22 44 101 72 23 32 18 97 27 37 48 24
internal_value=0 0.0248078 0.0746068 0.00980233 0.12598 0.0516171 0.0800824 -0.00751057 0.157475 0.193261 0.0129397 -0.0155435 0.0491538 -0.0505534 0 -0.0138321
internal_weight=0 197.898 42.7401 155.157 28.2266 48.8101 36.1434 106.347 22.7236 17.6008 68.9475 35.5049 33.4426 37.3998 16.6132 12.6667
internal_count=1756 907 181 726 116 245 177 481 94 71 214 115 99 267 85 68
shrinkage=0.1


Tree=233
num_leaves=17
num_cat=0
split_feature=21 2 4 7 0 13 2 4 1 0 8 0 1 8 8 16
split_gain=42.3345 30.1148 14.2276 11.4025 11.1568 10.1891 8.36918 14.4339 9.64278 8.05447 8.00589 5.97928 4.20132 3.28117 5.39038 7.6099
threshold=1.0000000180025095e-35 75.500000000000014 3.7268876735326804 12.216818603078851 148.50000000000003 67.715708252830211 50.500000000000007 22.70466222934764 61.500000000000007 25.500000000000004 0.59511144483836964 10.500000000000002 61.500000000000007 0.27583483309458351 1.7729381127385493 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 11 9 7 8 -6 -3 -11 -4 -12 -5 -15 -16
right_child=1 3 4 13 6 -7 -8 -9 -10 10 12 -13 -14 14 15 -17
leaf_value=-0.089573246231035922 0.21714254907242664 0 0.040439923558712558 -0.052045712646839694 0 -0.0073392831940862144 -0.079184197804953782 -0.029919569893699968 0.21967889221362175 0 0.042363163611485816 -0.089789800408263537 0.13872517070699383 0.085387668047082491 -0.097876003760501831 0.036727204888424264
leaf_weight=38.547263751504943 2.079334231093525 5.4725957736372939 1.7268266016617406 5.9753598291426888 4.7365821618586832 7.1799193397164336 7.3867327254265538 9.3394969981163722 5.5946314707398415 6.4521754430606952 12.606047316454349 31.832021234091371 39.933104701340199 9.8441507918760198 6.1144014475867179 12.992012387141584
leaf_count=849 21 12 20 25 38 21 72 85 27 22 64 307 98 31 24 40
internal_value=0 0.0263078 -0.0265141 0.0592581 -0.0381685 0.0824472 0.00277625 0.0437114 0.129614 0.095547 0.106497 -0.0771348 0.119407 0.00596923 0.024845 0
internal_weight=0 169.265 62.6956 106.57 60.6163 71.6438 27.0574 19.6707 10.3312 64.4639 58.9913 33.5588 52.5392 34.9259 28.9506 19.1064
internal_count=1756 907 570 337 549 217 222 150 65 196 184 327 162 120 95 64
shrinkage=0.1


Tree=234
num_leaves=14
num_cat=0
split_feature=17 18 15 25 28 27 23 5 4 2 23 4 3
split_gain=24.7536 8.17878 9.92808 7.28936 5.73255 6.35203 3.88941 15.4684 3.90608 6.6735 4.99111 1.92778 0.390781
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 10.882618857578201 14.423416467716343 107.50000000000001 19.500000000000004 19.673123849308855 96401.68154990836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 11 -3 8 -8 10 -10 12 -4
right_child=1 3 4 -5 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.08844863574286195 -0.08428644557344267 0.087297458459910063 -0.017732745155021472 -0.064318499913713065 -0.066406656306536457 -0.051611751827486355 0.078170901752599595 -0.085655689681791103 0 -0.066645377926342217 0.071999818170214572 0.080252531165055443 0.034270096254386706
leaf_weight=30.773632855853066 16.842287747189403 15.890898192301391 2.5198898990638652 6.3716691592708221 6.8061479656025758 4.5635676379315546 24.405672473832965 9.9814819023013097 11.572515174746515 6.2725502671673885 19.033868201076984 15.392827118514104 2.6526992321014404
leaf_count=752 347 20 46 96 140 111 28 59 36 64 16 40 1
internal_value=0 0.00990044 -0.021021 0.028163 0.00608806 0.0336743 0.0372164 0.0232457 0.0442428 0.0163721 0.039914 0.0623152 0
internal_weight=0 142.306 48.7774 93.5287 31.9351 25.129 87.157 71.2661 61.2846 36.8789 30.6064 20.5654 5.17259
internal_count=1756 1004 685 319 338 198 223 203 144 116 52 87 47
shrinkage=0.1


Tree=235
num_leaves=17
num_cat=0
split_feature=1 18 1 5 23 17 16 7 10 11 15 7 20 7 21 8
split_gain=18.1414 17.9063 12.9574 9.07564 8.42146 6.59333 6.56991 6.31362 5.87025 5.65991 4.84362 4.64243 3.85141 2.80784 5.125 2.76068
threshold=56.500000000000007 1.0000000180025095e-35 13.500000000000002 10.719986928599452 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 13.548467260092851 2.1435241760007204 14.922629251582331 3.5000000000000004 17.528622330717052 1.0000000180025095e-35 9.8351830020147926 1.0000000180025095e-35 0.23700093476901102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 10 -2 8 -5 -8 15 -7 -3 -1 -6 14 -10 -4
right_child=1 3 5 6 12 9 7 -9 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.08338904802925784 0.026378646252636584 0.0016580836435371518 0.037370041815381658 -0.015786109790979587 -0.09289690383847217 0.039558121922020351 0.016388196951079691 0.14311168913459504 0.07969601385564426 -0.057082761580779386 -0.080285139846380749 0.010626671311038911 0 0.093091221043177713 -0.013283566623245702 -0.071831093234600449
leaf_weight=12.090589971747248 5.1278966926038256 7.5017077857628491 4.1583881243132037 7.5160953896120217 44.990895728580654 15.444509623106571 14.604197191074492 9.2609297148883325 9.5755437109619379 9.9528684150427562 12.00090028112754 3.5291077457368365 5.7248929757624856 36.892582452856004 8.6070734732784331 4.2249541990458965
leaf_count=137 33 34 10 61 889 46 43 15 17 76 145 10 73 82 50 35
internal_value=0 -0.0298122 0.0287837 0.00972762 -0.0694181 0.0447681 0.0460796 0.0739358 0.0620104 0 -0.0385206 -0.0493554 -0.0830438 0.0741382 0.0246937 0
internal_weight=0 106.728 104.476 50.8838 55.8437 88.8559 31.3812 23.8651 63.4585 25.3974 19.5026 15.6197 50.7158 55.0752 18.1826 8.38334
internal_count=1756 1293 463 298 995 316 119 58 194 122 179 147 962 149 67 45
shrinkage=0.1


Tree=236
num_leaves=17
num_cat=0
split_feature=17 3 1 1 1 15 3 6 7 23 16 12 15 7 5 10
split_gain=30.7245 7.83083 5.2199 6.33074 15.3951 6.55691 5.87144 4.47567 4.40933 4.34622 4.2393 3.77469 4.5828 3.24505 2.55132 1.84325
threshold=1.0000000180025095e-35 15730.011659498301 57.500000000000007 56.500000000000007 2.5000000000000004 10.500000000000002 24630.027939509851 48.112411971238707 11.913108775845567 15.500000000000002 8.5000000000000018 78475.000000000015 1.5000000000000002 16.461778588663801 9.8460603979143411 1.8318338095126703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -6 7 -5 -1 11 -7 14 -13 -4 -8 -11
right_child=1 -3 13 6 5 10 9 -9 -10 15 -12 12 -14 -15 -16 -17
leaf_value=0 0.0091271924653316943 -0.089775423772450874 -0.075062285057458322 0.030799798247933885 -0.090161619130460932 0.11390846854912839 0.071147433585045217 -0.074294970558581239 0.074910649712898666 0 -0.036004607347447613 0.030602744203205346 -0.077674519510948573 0.0083127669059702113 0 0.083473009947701682
leaf_weight=7.1152612678706673 5.6011744989082208 40.383621910354123 8.8878674320876581 6.9555204510688764 18.863750797696415 2.9399223942309609 13.959139416925611 7.073662300594151 19.642679350450635 7.6753258612006894 3.307788300793618 5.3669908232986909 7.3028591168113053 2.3736999118700615 9.0856218868866545 38.23833049274981
leaf_count=41 36 968 111 24 177 5 36 42 39 23 37 10 65 7 42 93
internal_value=0 -0.0733836 0.0193828 0.0252509 0 -0.0591363 0.0405605 -0.00794812 0.0497147 0.0513453 0.00255823 0.0172759 -0.0160379 -0.0397465 0.0442619 0.0734949
internal_weight=0 45.9848 158.788 147.527 51.8694 25.1115 95.6575 14.0292 26.7579 81.6283 6.24771 35.7146 12.6698 11.2616 23.0448 45.9137
internal_count=1756 1004 752 634 299 219 335 66 80 269 42 153 75 118 78 116
shrinkage=0.1


Tree=237
num_leaves=17
num_cat=0
split_feature=17 13 0 2 18 2 27 11 16 16 4 2 0 4 1 16
split_gain=10.902 5.52729 5.53821 6.92292 5.61215 5.06166 4.28831 3.83529 3.96716 7.32463 4.42682 3.51559 3.22292 2.89418 2.42483 7.65399
threshold=1.0000000180025095e-35 41.904781546694359 82.500000000000014 86.500000000000014 1.0000000180025095e-35 98.500000000000014 1.0000000180025095e-35 27.239266984493689 5.5000000000000009 17.500000000000004 7.5501187082344101 113.50000000000001 38.500000000000007 6.651564262111501 54.500000000000007 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 7 4 -4 13 12 -3 -9 -10 -11 -5 -2 -1 15 -7
right_child=1 2 3 11 -6 14 -8 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0 0.071301317239719164 -0.036993727935673418 -0.0091338963866972184 0.11170040104175943 0.091144117901767782 -0.0017623015271629285 -0.047063946051512782 0.081852039274899396 -0.049372546861380477 0 0.088877375247953083 0.012679434659859571 0 -0.063739567971282704 -0.015420964162660367 0.15620005763206596
leaf_weight=5.3748828740790477 7.8811321491375557 12.804427199065683 20.266148169524971 22.398620620369911 6.7969931885600081 4.2654343433678168 15.821847804822026 9.1867426894605142 12.982099179178478 4.1869472432881585 10.870577007532118 10.184850461781023 65.363457012921572 32.335620735771954 13.236197701655326 4.001737654209137
leaf_count=73 52 45 189 67 32 21 127 38 63 25 43 37 286 569 64 25
internal_value=0 0.0186525 0.033681 0.0547437 0.00866838 -0.0295831 0 0.00457644 0.0242422 0 0.0525621 0.0868807 0.0103443 -0.0521171 0.000643298 0.0505313
internal_weight=0 198.744 109.677 59.6466 27.0631 59.2139 89.0664 50.0308 37.2264 28.0396 15.0575 32.5835 73.2446 37.7105 21.5034 8.26717
internal_count=1756 1004 539 325 221 752 465 214 169 131 68 104 338 642 110 46
shrinkage=0.1


Tree=238
num_leaves=10
num_cat=0
split_feature=22 7 17 3 23 6 0 2 23
split_gain=43.0492 8.60878 6.08324 3.45088 16.6305 4.77889 3.05179 2.82244 3.49701
threshold=1.0000000180025095e-35 8.2948038871326624 1.0000000180025095e-35 36690.480088343764 16.500000000000004 52.35813614083991 90.500000000000014 38.500000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 6 -2 -5 -1 -9
right_child=3 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.055804094179523436 0 -0.090517168533938971 -0.077567084571270414 0.074235968883800213 -0.10519861631990993 0.075966815739038018 0.0017290428437952317 0.037133588874816374 -0.067938491426991113
leaf_weight=9.4066744167357701 13.420940000563858 48.176563970046118 10.669177748961376 18.80913357436657 8.8964818939566594 35.258775971829891 17.316617533564568 3.8338352497667056 6.6912767621688545
leaf_count=26 37 1213 208 22 45 47 34 13 111
internal_value=0 -0.0631612 -0.0135641 0.0367456 0.0108915 0.0565527 0.0450111 0.0106714 -0.0106819
internal_weight=0 78.7775 30.601 93.7019 45.0222 48.6797 36.1258 19.9318 10.5251
internal_count=1756 1571 358 185 101 84 56 150 124
shrinkage=0.1


Tree=239
num_leaves=14
num_cat=0
split_feature=18 15 23 8 15 7 5 0 0 16 13 15 15
split_gain=49.5894 3.05647 6.4661 3.29511 4.32538 10.1697 5.00492 3.08302 2.54744 2.88181 2.36336 2.75245 0.578485
threshold=1.0000000180025095e-35 9.5000000000000018 18.500000000000004 0.99553266070867552 3.5000000000000004 13.157967448286552 10.882618857578201 47.500000000000007 161.50000000000003 1.5000000000000002 36.622891959124907 6.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 6 -6 -2 -3 10 -10 -5 12 -12
right_child=1 2 -4 8 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.090414791336316941 -0.036774858550018399 0 0.038850877363836661 -0.013421097027331351 0.093304174973442761 0 0.046982680995011614 -0.089153639442406549 0 -0.076133531109945071 0.016272701360381996 0 0.081779417000518606
leaf_weight=48.108436578186229 11.263383973389866 3.7006669193506267 14.95166866481304 7.8160724882036439 35.111700167879462 14.70466612279415 16.110970068722963 9.1746171778067929 4.5283856876194459 6.3907411182299256 13.230933116748931 15.659933580085633 11.058639603666959
leaf_count=1378 29 10 32 33 48 28 21 44 16 32 29 37 19
internal_value=0 0.0250384 0 0.0313091 0.045736 0.0639884 0.00522109 -0.0571777 0.00892791 -0.0274451 0.0214257 0.0332449 0.0543227
internal_weight=0 163.702 27.827 135.875 77.1907 49.8164 27.3744 12.8753 58.6847 10.9191 47.7656 39.9495 24.2896
internal_count=1756 378 86 292 126 76 50 54 166 48 118 85 48
shrinkage=0.1


Tree=240
num_leaves=17
num_cat=0
split_feature=21 2 2 3 16 15 17 4 6 11 0 7 0 5 7 3
split_gain=34.9926 7.23847 6.80509 4.33212 3.71737 3.30792 3.43018 6.50153 5.3481 4.95182 4.19139 3.53527 3.52103 3.34325 3.92501 2.66586
threshold=1.0000000180025095e-35 106.00000000000001 113.50000000000001 35730.201868556709 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 9.458020166817013 46.796488469137557 3.3959909390330956 165.50000000000003 12.8180628389739 118.50000000000001 10.047520283181852 9.2750648719465385 39201.453057365048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 8 10 -7 11 -8 -9 -11 14 -10 -16
right_child=-2 2 3 -5 -6 6 7 9 13 12 -12 -13 -14 -15 15 -17
leaf_value=0 -0.087997795401613454 -0.061876463066350043 0.12293246915061595 -0.0040582145704879009 0 0 0.11459300931611512 0.10568435310717672 -0.0033939550334877162 -0.039390992334660563 0 0 0.015654549013679183 0.099222167963614979 0.00095507657014201651 0.08061553542403388
leaf_weight=18.317096423357725 30.553362255217507 15.928191374056039 5.8958518728613871 16.933103369548917 5.5382781885564327 8.2938404828309995 10.351431351155041 6.9020680226385585 8.0403038710355741 25.33954906091094 4.8837314173579207 8.4870428908616287 15.10103779286146 27.961760967969894 12.29737025499344 19.435182932764292
leaf_count=69 929 156 26 63 32 21 44 26 20 74 19 36 59 89 32 61
internal_value=0 0.0258338 -0.00640596 0.0176972 0.0673898 0.0356752 0.0406952 0.0202112 0.0572138 0.000710926 0.0785558 0.0520784 -0.0138956 0.0668117 0.0390023 0.0560411
internal_weight=0 209.706 44.2954 28.3672 11.4341 165.41 147.093 71.0649 76.0285 55.8297 15.2352 15.3891 40.4406 67.7346 39.7729 31.7326
internal_count=1756 827 277 121 58 550 481 258 223 195 63 62 133 202 113 93
shrinkage=0.1


Tree=241
num_leaves=14
num_cat=0
split_feature=21 26 16 6 8 12 1 13 1 5 2 0 1
split_gain=23.9878 6.3416 7.83945 5.63833 7.93063 7.46002 4.12989 3.39465 2.56696 2.46727 1.56073 1.24192 0.84986
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 56.446084974769668 1.0000000180025095e-35 101307.7777777778 64.500000000000014 48.49099531519456 66.500000000000014 10.111168310708251 130.50000000000003 95.500000000000014 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 -5 -7 11 -8 12 -9 -3 -2
right_child=1 7 3 5 -6 6 8 10 -10 -11 -12 -13 -14
leaf_value=-0.088026295666083082 0.022359366845950756 0 0.008386002343208734 0.067573993184024864 -0.08793161372735693 -0.082120036370216559 0.078220477675154207 -0.058492028027219589 -0.032849465197744773 0.05997732923920096 0.032091487716455029 0.075942212800880149 -0.047438291748299222
leaf_weight=30.94635548221413 2.2526850700378445 7.1601683348417309 8.3041986720636505 11.863717768341305 22.09658700064756 9.1581508968956751 3.6376375257968894 3.8230076450854531 3.1627597492188215 18.864218877628446 2.4543008804321289 21.035314271226525 3.2760497992858291
leaf_count=827 1 32 22 45 417 125 2 50 79 57 1 40 58
internal_value=0 0.0101674 -0.00262788 -0.024789 -0.0550494 0.00109447 -0.0358068 0.046628 0 0.0420771 0 0.0621464 0
internal_weight=0 117.089 82.616 58.2231 30.4008 27.8223 15.9585 34.4728 6.8004 24.393 6.27731 28.1955 5.52873
internal_count=1756 929 806 690 439 251 206 123 81 116 51 72 59
shrinkage=0.1


Tree=242
num_leaves=17
num_cat=0
split_feature=21 16 2 2 2 6 16 15 1 4 3 15 12 27 2 12
split_gain=24.9701 4.54113 4.43454 8.0997 6.10977 6.85377 7.10084 5.42882 5.07739 4.25498 2.96551 5.45128 2.78521 2.59808 1.8869 1.68013
threshold=1.0000000180025095e-35 6.5000000000000009 42.500000000000007 31.500000000000004 80.500000000000014 46.796488469137557 22.500000000000004 4.5000000000000009 55.500000000000007 27.320093886333357 23866.954740549303 4.5000000000000009 16550.000000000004 1.0000000180025095e-35 85.500000000000014 123000.00000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 8 5 -4 12 13 -3 -2 -5 -12 -7 -6 -9 -10
right_child=1 2 4 10 7 6 -8 14 15 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.088026295666083082 -0.082346392747437158 0.02543553838001282 0.039359968186316978 0 0 0 0.052146643067842495 0.001227400577123275 -0.087485683213306742 0 0.00026075752571595847 0.079085239188124878 -0.082503957161051189 0.094846187767421486 -0.062779175561119283 0
leaf_weight=30.94635548221413 9.6387672983109969 10.746592641808094 8.9375021588057262 14.221270769834517 5.806716651655738 5.1373904626816538 3.8114135907962909 2.1558814365416756 8.583821024745701 9.1285085352137667 18.178676187992096 38.488252174109221 25.757952128536999 11.887115806341171 5.4256618907675147 5.4243714772164813
leaf_count=827 105 39 41 18 39 21 14 10 88 44 25 48 317 22 58 40
internal_value=0 0.00871335 0.0148971 0.0290361 -0.00182522 -0.0271386 -0.0500198 0.0339796 -0.0143194 -0.0348628 0.0469948 0.0573244 -0.0690907 0.0676404 -0.0182244 -0.0590813
internal_weight=0 183.33 164.563 95.643 68.9196 43.6443 34.7068 25.2754 24.7548 18.7673 70.8882 56.6669 30.8953 17.6938 7.58154 14.0082
internal_count=1756 929 780 258 522 393 352 129 167 149 91 73 338 61 68 128
shrinkage=0.1


Tree=243
num_leaves=17
num_cat=0
split_feature=2 7 23 26 1 21 4 9 16 10 16 2 0 16 11 14
split_gain=31.3173 9.4313 19.2423 8.42618 7.25093 6.7134 7.52398 13.5082 5.1414 2.17856 5.32343 1.10687 1.05635 0.933398 0.254948 0.0652254
threshold=29.500000000000004 17.528622330717052 10.500000000000002 1.0000000180025095e-35 65.500000000000014 1.0000000180025095e-35 10.401137638542757 55.129259333688317 9.5000000000000018 1.4292633360277252 18.500000000000004 74.500000000000014 78.500000000000014 6.5000000000000009 15.816627500030302 54232.500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 8 -2 -6 -7 -8 -1 15 13 -12 -10 -11 -15 -9
right_child=1 2 -4 -5 5 6 7 9 12 10 11 -13 -14 14 -16 -17
leaf_value=0 -0.083458895286531221 0.44414230089609658 0 -0.05194981112202135 -0.080316426126190166 -0.071566450019010255 0.21027330541626377 0 0.037367431996864223 0.0039560886591208213 0.15333347625769078 0 0.10818805754057961 -0.050431018814543732 0 -0.057201850796890344
leaf_weight=13.30982377938926 42.435302631463856 1.1627669166773551 1.8895538616925476 5.131033875513821 14.042347848066127 10.647281426005064 3.5234608026221421 3.5947258956730384 14.588596627116202 3.359011350199582 3.0560569800436488 3.2489763870835304 21.259111708030105 4.7562486045062542 2.6925373701378703 4.4693201649934053
leaf_count=36 773 19 34 102 391 110 29 25 33 15 13 27 58 38 27 26
internal_value=0 -0.0437379 0.110021 0.0502 -0.0507206 -0.0209573 0 0.0268606 0.0649269 0 0.0213687 0.0981853 0.0849405 -0.00495751 -0.0358007 -0.0416243
internal_weight=0 98.8776 3.05232 54.2886 95.8253 53.39 39.3476 28.7003 49.1575 25.1769 17.1128 6.30503 35.8477 10.8078 7.44879 8.06405
internal_count=1756 1527 53 229 1474 701 310 200 127 171 120 40 91 80 65 51
shrinkage=0.1


Tree=244
num_leaves=17
num_cat=0
split_feature=21 17 1 1 2 4 0 8 4 2 1 1 1 4 23 1
split_gain=29.277 10.5572 10.4138 11.5338 5.59493 5.26982 3.88287 3.26854 4.71563 2.422 2.2939 4.82371 3.29721 1.83625 1.3207 1.30683
threshold=1.0000000180025095e-35 1.0000000180025095e-35 56.500000000000007 2.5000000000000004 31.500000000000004 23.940321289162995 206.50000000000003 0.99553266070867552 6.651564262111501 42.500000000000007 65.500000000000014 60.000000000000007 73.500000000000014 18.459748927613102 12.500000000000002 44.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 13 7 -5 -9 -7 11 15 -12 14 -6 -3
right_child=1 10 4 6 5 9 -8 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.088164620785695369 0.090236257643490247 0 0.084581007301808411 0 0.05433937506233593 0 0.019702743236195284 0 -0.091835798794471499 0.075873457336032291 -0.072211037169326878 0.14116634583685705 0 -0.053706815666964891 0 -0.06446429114042089
leaf_weight=31.517035079188645 9.3479142356663925 4.4170437417924422 36.413640182465315 4.6765928529202965 4.5202916674315956 4.6657610610127476 5.8659105859696856 6.3581295218318727 18.504628023132682 16.980707552284002 16.700012711342428 2.0845338478684416 2.6435122787952414 6.4877749681472769 10.476327024400232 4.75618149433285
leaf_count=827 40 43 73 23 27 25 26 37 74 62 358 11 12 25 45 48
internal_value=0 0.0175645 0.0313536 -0.003169 0.0532885 0.0222369 -0.0334737 -0.0507975 -0.0661844 0.0582842 -0.0319153 0 -0.0528892 -0.00478237 0.0030599 -0.027019
internal_weight=0 154.899 124.298 44.7532 79.5445 43.1309 35.4053 29.5394 24.8628 21.6465 30.6013 11.2578 19.3435 21.4844 14.9966 9.17323
internal_count=1756 929 457 200 257 184 160 134 111 87 472 102 370 97 72 91
shrinkage=0.1


Tree=245
num_leaves=5
num_cat=0
split_feature=19 12 11 16
split_gain=67.488 3.41637 2.44613 1.9688
threshold=1.0000000180025095e-35 19454.500000000004 44.849692702055002 13.500000000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.091000543511040352 0 0.074583917193057764 0 0.048343392931344584
leaf_weight=56.906725142383948 11.246711120009421 45.995989538729191 12.305581107735636 13.239061027765272
leaf_count=1572 30 96 32 26
internal_value=0 0.0501838 0.0582397 0.0209884
internal_weight=0 82.7873 71.5406 25.5446
internal_count=1756 184 154 58
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=21 9 16 9 0 28 10 6 13 2 8 0 1 23
split_gain=26.6232 7.54144 4.57681 16.2418 4.96609 7.31963 5.60242 7.59064 4.23437 6.38816 3.69911 1.59266 1.04874 0.808886
threshold=1.0000000180025095e-35 33.102903986990803 14.500000000000002 86.287871516216754 134.50000000000003 1.0000000180025095e-35 5.6868309072489156 46.796488469137557 12.080541046766902 51.500000000000007 0.36580239601410108 149.50000000000003 56.500000000000007 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -4 12 11 -7 -10 -5 -11
right_child=-2 2 4 8 5 10 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.073075165143306003 -0.088013009507575679 -0.09002245798921503 0.022938976314651138 0 0.067811371287288064 0.022715415303875938 0.054489989976206826 -0.083998152654474897 -0.062111448911755678 0.098855421713349018 -0.079902621531783916 0 -0.059314397382376739 0.02821432096180226
leaf_weight=8.6113800862804037 30.615089193917811 15.607112318743019 9.9595049610361475 2.9403292136266819 49.40546195092611 6.8634821092709881 13.20355954300612 12.39941435260698 4.495646564755587 13.598990846425297 5.2981416140682995 4.015805296599865 4.3058891959954053 14.168223507702349
leaf_count=192 929 158 16 13 90 15 33 136 24 16 48 18 34 34
internal_value=0 0.0133777 0.0194207 0 0.0328327 0.0500726 0 -0.0274281 0.0287346 0.0450476 -0.00556054 -0.0129021 -0.0253636 0.0700065
internal_weight=0 164.873 156.262 59.132 97.1296 61.5671 35.5625 22.3589 43.5249 36.2787 12.1616 8.51145 7.24622 27.7672
internal_count=1756 827 635 297 338 153 185 152 139 92 63 42 47 50
shrinkage=0.1


Tree=247
num_leaves=17
num_cat=0
split_feature=21 13 10 4 23 28 14 2 0 0 11 25 23 6 23 1
split_gain=47.1685 13.3008 14.2207 8.79981 7.87316 18.8317 19.1989 16.8286 14.6272 6.87344 6.10017 14.6346 4.08496 4.32564 3.64866 2.73681
threshold=1.0000000180025095e-35 10.754354627887501 6.032510952418634 44.959010830912909 14.500000000000002 1.0000000180025095e-35 144181.25000000003 75.500000000000014 121.50000000000001 68.500000000000014 9.7395257073181565 1.0000000180025095e-35 8.5000000000000018 55.712527789714493 12.500000000000002 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 9 -8 -9 -3 11 -6 -4 -14 -15 -12
right_child=1 2 12 -5 10 -7 7 8 -10 -11 15 -13 13 14 -16 -17
leaf_value=-0.088072415107069743 -0.054757524069860841 0.14210025156580849 -0.058602346375712482 -0.011995144722949273 0.150317526310182 0 0.088580469096285794 0.13923293648965701 0.43338230325640742 0.020427094741350613 0.073457553581903173 -0.027882984989511656 0.062325756705415118 0.068571519187551902 -0.034388600340953611 0
leaf_weight=31.132540700840764 11.154128835536538 8.7169682793319243 9.4478809852153045 9.2935017328709346 13.056831041350963 15.387910667806862 12.446341574192049 6.6186370495706779 5.4352627620100975 21.745362840592861 6.9502847306430331 4.5362498462200156 13.183812472969292 3.798313612118366 16.129141759127378 37.495134558528662
leaf_count=827 66 29 59 51 58 114 41 36 27 86 26 21 62 23 75 155
internal_value=0 0.0430714 0.0500785 0.065306 0.0722417 0.0974667 0.124843 0.195067 0.288445 0.0618036 0.0404164 0.0930129 0 0.0159308 -0.00473714 0.0151013
internal_weight=0 195.396 184.242 141.682 132.389 70.3505 54.9626 24.5002 12.0539 30.4623 62.0385 17.5931 42.5591 33.1113 19.9275 44.4454
internal_count=1756 929 863 644 593 333 219 104 63 115 260 79 219 160 98 181
shrinkage=0.1


Tree=248
num_leaves=17
num_cat=0
split_feature=21 17 1 16 7 14 13 12 16 0 9 12 16 0 13 2
split_gain=28.4023 21.6834 17.3946 9.74804 6.75517 12.1117 6.19769 5.71307 5.68018 4.1648 4.42702 8.40907 4.25593 4.23653 3.82492 2.773
threshold=1.0000000180025095e-35 1.0000000180025095e-35 45.500000000000007 12.500000000000002 13.157967448286552 130993.75000000001 51.153799665697306 43750.000000000007 16.500000000000004 59.500000000000007 55.129259333688317 38500.000000000007 17.500000000000004 206.50000000000003 44.38987084291454 75.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 7 -7 -6 -9 12 13 -12 14 -11 -4 -13
right_child=1 2 4 -5 5 6 -8 8 -10 10 11 15 -14 -15 -16 -17
leaf_value=-0.0887723521410691 -0.06273747186361707 0 0.22325210470092585 0.13672491642269533 -0.055651988477457927 -0.15733902842413827 0 0 0.093681314635164825 -0.07600354551233289 -0.033674204811135401 0 0.0011004099627624124 0.011431494761402535 0.024798884263194231 0.09444522504760744
leaf_weight=34.058043704833835 30.683233877643943 7.2978448281064656 3.507187260314824 20.274877509102225 6.2900048391893533 7.8274437710642797 7.0233579128980637 8.7128491085022706 11.391455855220554 9.2191817052662355 9.1692675016820413 7.7531069666147259 9.1692348411306721 6.3914317265152922 5.4126023296266794 15.535280043259261
leaf_count=827 457 26 19 59 19 20 19 30 35 37 47 48 34 18 30 31
internal_value=0 0.0111137 0.0293823 0.101047 0.00912388 -0.0198192 -0.0942055 0.0144644 0.0463399 0.0301883 0.00978738 0.0338314 0.0733544 -0.0274059 0.125229 0.0689898
internal_weight=0 165.658 134.975 27.5727 107.402 41.2451 14.8508 26.3943 20.1043 66.1573 48.0683 32.4577 18.089 15.6106 8.91979 23.2884
internal_count=1756 929 472 85 387 123 39 84 65 264 181 126 83 55 49 79
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=17 13 2 2 2 0 0 15 21 15 15 2 8 10
split_gain=22.3684 6.89014 6.17374 12.0146 6.58187 5.78456 4.87081 8.40356 3.42287 3.8127 7.01097 4.08082 3.66287 3.50933
threshold=1.0000000180025095e-35 59.750254476144008 32.500000000000007 35.500000000000007 45.500000000000007 60.500000000000007 191.50000000000003 11.500000000000002 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 78.500000000000014 4.7789487399860215 0.40552620328499051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 -8 9 -7 -11 -12 -13 -10
right_child=1 -3 3 4 5 6 7 -9 13 10 11 12 -14 -15
leaf_value=-0.087580875532785568 -0.067843071198287072 -0.072577546197007806 0.094371058570204766 -0.074966189256917865 -0.066259212710319676 0.090032047532023901 -0.083808800224978455 0.047475845882585334 0.052181472805818044 -0.06837652687806782 0.081501642127828983 -0.063545503187871555 0.047150749303481496 -0.062176131948534344
leaf_weight=28.080128184286878 6.7907768276054403 8.4966615333687496 20.628900842741132 8.107339659240095 6.4261786872521034 19.460414403118186 9.6693850615993142 8.3056289907544851 4.3597420230507904 5.4759065629914394 15.145388164557518 4.8619930520653707 7.6447732113301754 6.0069530890323222
leaf_count=776 112 221 10 100 113 38 125 16 5 32 26 54 9 119
internal_value=0 0.0101832 0.0175316 0.0242466 0.00700035 0.0168947 0.0259663 -0.0120311 0.0399891 0.0506482 0.0214817 0.0465017 0 0
internal_weight=0 131.38 122.883 116.093 95.4637 87.3564 80.9302 17.975 62.9552 52.5885 33.1281 27.6522 12.5068 10.3667
internal_count=1756 980 759 647 637 537 424 141 283 159 121 89 63 124
shrinkage=0.1


Tree=250
num_leaves=17
num_cat=0
split_feature=2 6 23 1 1 0 15 6 5 1 20 0 15 16 7 17
split_gain=13.519 8.74848 9.30093 8.60059 9.4959 7.1056 8.04658 6.47655 5.61174 4.98114 3.84246 3.5523 3.55037 2.97082 2.89083 4.96891
threshold=82.500000000000014 48.112411971238707 16.500000000000004 56.500000000000007 55.500000000000007 236.50000000000003 3.5000000000000004 51.995950277972305 8.2609569180093878 56.500000000000007 1.0000000180025095e-35 83.500000000000014 10.500000000000002 17.500000000000004 11.057769710636451 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 10 4 11 6 14 -8 -9 -10 -3 -4 -11 -1 15 -2
right_child=5 2 3 -5 -6 -7 7 8 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.060545756769490061 0.055736868377362442 -0.093592770486736379 -0.072784999348988785 -0.077072360862814868 0.16154942673851769 -0.084516709309770843 -0.080710336658582973 -0.080894933958972737 0.062188543835142308 -0.040588152532735622 0 0.026884503134832663 0.039264562311021899 -0.021089565684196298 0.073172576461573366 -0.038085879924651553
leaf_weight=11.478895316366104 13.301776034757497 33.491687563946471 5.2194406930357315 11.384473389247431 4.3474814146757117 5.3207686566747716 8.4205211624503118 4.571167374495416 22.218459257856011 12.352360988501461 3.8970077000558367 10.89165872056037 9.8296372890472394 2.6903890818357459 34.868475187569857 7.7535946629941455
leaf_count=68 24 712 47 283 4 40 91 36 39 112 39 63 39 48 73 38
internal_value=0 -0.0325097 -0.0483825 -0.00195873 0.0300731 0.0199359 0.0266038 0 0.0142275 0.0285207 -0.0825766 0 0 0.0309441 0.0535999 0.0116974
internal_weight=0 83.401 69.2317 31.8431 20.4586 118.637 113.316 57.3921 48.9716 44.4005 37.3887 16.1111 22.182 14.1693 55.9238 21.0554
internal_count=1756 1264 1148 397 114 492 452 317 226 190 751 110 151 116 135 62
shrinkage=0.1


Tree=251
num_leaves=17
num_cat=0
split_feature=17 23 3 13 16 23 15 16 10 15 25 10 0 16 16 5
split_gain=22.1238 7.63354 5.01226 5.01015 3.744 4.8778 3.59568 5.27331 3.48226 3.45511 2.68269 2.48089 2.57062 2.52819 4.48291 2.21427
threshold=1.0000000180025095e-35 22.500000000000004 35282.700363977958 56.354864578814421 12.500000000000002 10.500000000000002 7.5000000000000009 19.500000000000004 3.8054791034683535 10.500000000000002 1.0000000180025095e-35 0.82156321173264557 38.500000000000007 14.500000000000002 8.5000000000000018 10.206212918227251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 8 7 -6 -4 -5 -3 -1 -13 14 -14 -16
right_child=1 10 3 9 6 -7 -8 -9 -10 -11 -12 12 13 -15 15 -17
leaf_value=-0.0033494908225184072 -0.088971679133088954 -0.014725018850677597 0.041787608583764638 -0.085106819191323416 0.06084282759112003 -0.082115682438953244 -0.027266210632071009 -0.015703142539679717 -0.065030383613768089 0 0.092116433590501853 0 0.049002347472430555 0.063588800328397199 0 -0.073830349253583769
leaf_weight=7.7172988504171363 34.929080361267552 2.3960076477378598 10.991822581272574 11.40559899387881 30.019688043743372 8.8620559843257052 6.4081676919013253 7.6406184229999772 3.7013235762715331 3.5352985570207229 3.1686113439500332 5.8766585420817128 15.730872663203629 36.050255347974598 3.9519078186713141 5.8498106561601162
leaf_count=43 934 36 39 131 87 97 57 36 38 23 10 50 49 76 16 34
internal_value=0 -0.0704085 0.0121367 -0.00271691 0.00625926 -0.0216126 0.0256911 0.0400076 0.00128088 -0.0567167 0.0102067 0.0311079 0.0380116 0.0447234 0.0102614 -0.0315298
internal_weight=0 40.4937 157.741 82.5646 67.6237 23.5552 44.0685 37.6603 14.6931 14.9409 5.56462 75.1768 67.4595 61.5828 25.5326 9.80172
internal_count=1756 980 776 508 354 174 180 123 77 154 46 268 225 175 99 50
shrinkage=0.1


Tree=252
num_leaves=17
num_cat=0
split_feature=17 8 0 2 7 2 2 23 23 16 10 27 4 5 0 16
split_gain=11.5785 6.82394 5.24313 10.234 5.74826 5.10431 4.96272 4.36097 3.89042 3.36992 2.80821 2.67813 2.6737 2.23353 1.62995 1.70931
threshold=1.0000000180025095e-35 0.99553266070867552 71.500000000000014 84.500000000000014 10.356226066015651 54.500000000000007 98.500000000000014 19.500000000000004 20.500000000000004 16.500000000000004 1.9500936479806201 1.0000000180025095e-35 6.651564262111501 8.2609569180093878 26.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 11 4 5 9 13 12 -5 -9 -3 -8 14 -1 -4 -2 -16
right_child=1 2 3 7 -6 -7 10 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0 0.064617050925240366 0 0 0.11336961113816398 -0.028269853260007173 -0.03564211337462448 0.094800983288733376 -0.01295368326316167 0.081347567976191706 0.079452494463245482 -0.0022876491913958303 -0.046903164352262515 -0.062273322271075973 0.063595968679330261 0.040128721053941607 -0.010591099984898086
leaf_weight=5.5022330409847191 4.1597335329279295 16.534521169960502 8.1808833917602914 27.500503048300743 21.165883913636208 12.634968847967682 3.1310696005821255 6.3323899656534177 6.391994334757328 12.056970670819281 17.8325868062675 11.81626136600971 31.049243249930441 14.683010150678454 8.1709747733548266 35.082237664610147
leaf_count=76 40 81 58 97 81 124 23 11 27 64 87 97 590 103 36 161
internal_value=0 0.0227353 0.0360895 0.0531631 0.00609039 0.00761252 -0.02772 0.0883947 0.0187154 0.038515 0.00268228 -0.00218297 -0.0506233 0.0402546 0.00474809 0
internal_weight=0 184.71 125.481 75.7237 49.7574 35.4989 57.5151 40.2249 12.7244 28.5915 20.9637 59.2292 36.5515 22.8639 47.4129 43.2532
internal_count=1756 980 646 420 226 285 776 135 38 145 110 334 666 161 237 197
shrinkage=0.1


Tree=253
num_leaves=13
num_cat=0
split_feature=22 7 17 3 23 1 2 0 5 1 23 23
split_gain=36.0004 9.27315 4.00995 2.91349 13.9811 4.13208 3.24945 2.2608 1.67274 2.43712 1.80224 0.2955
threshold=1.0000000180025095e-35 8.2948038871326624 1.0000000180025095e-35 36690.480088343764 16.500000000000004 57.500000000000007 55.500000000000007 90.500000000000014 10.682494257938401 50.500000000000007 1.5000000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 7 6 -2 -5 9 -1 -11 -7
right_child=3 -3 -4 4 -6 11 -8 -9 -10 10 -12 -13
leaf_value=0.068362323427509725 0.016272965558857367 -0.089988823470676771 -0.070553090263894336 0.067513808640281156 -0.10153869427645275 0.018509686561267367 0.1017085034129778 0.00099974159787050891 -0.0330051333900803 0.039885079653364283 -0.05553664469392932 -0.010427210434986105
leaf_weight=8.4156140601262504 14.25608967989683 43.867024446371943 7.9429923277348271 17.850456960499287 8.2041239999234659 6.6453259959816915 19.270940210670233 16.529466398060322 3.2165044485591343 3.4649636717513195 4.0560961333103478 6.2381174750626087
leaf_count=17 29 1244 183 22 41 13 13 31 77 8 53 25
internal_value=0 -0.0609564 -0.0065808 0.0341393 0.00912646 0.0527848 0.0713398 0.0413462 0.00951721 0.0306368 0 0
internal_weight=0 70.9632 27.0962 88.9945 42.584 46.4105 33.527 34.3799 19.1532 15.9367 7.52106 12.8834
internal_count=1756 1582 338 174 94 80 42 53 155 78 61 38
shrinkage=0.1


Tree=254
num_leaves=12
num_cat=0
split_feature=18 2 2 0 7 0 1 9 9 2 2
split_gain=42.4753 2.64311 19.6702 4.5743 3.71629 3.13125 2.71483 8.42645 3.59428 2.71302 1.89996
threshold=1.0000000180025095e-35 113.50000000000001 102.50000000000001 76.500000000000014 10.668499237225252 128.50000000000003 48.500000000000007 96.182711346846915 74.680804217249687 52.500000000000007 115.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -3 -5 -7 8 -8 -2 -6
right_child=1 4 -4 5 10 6 7 -9 -10 -11 -12
leaf_value=-0.089808893475703144 0.004226626746426679 0 -0.087092361637757243 -0.032987403902284766 0.07531719699437503 0.071256731752261993 0 0.088080660497683011 -0.082960465314137852 0.079731537869148383 0.016908343872116954
leaf_weight=42.89967663877178 13.523409124463795 15.956878431141375 16.573559596203268 12.033006522804497 26.001345377415419 9.0671623386442679 5.6176390536129501 7.8800696432590476 8.5830213595181686 23.730767089873552 20.91356260702014
leaf_count=1380 25 23 131 30 29 15 21 11 23 31 37
internal_value=0 0.0221996 0.00902963 0.0313195 0.0393423 0.00394457 0.0246267 0 -0.0403578 0.0576862 0.0535387
internal_weight=0 159.88 97.0086 80.4351 62.8718 43.1809 31.1479 22.0807 14.2007 37.2542 46.9149
internal_count=1756 376 287 156 89 100 70 55 44 56 66
shrinkage=0.1


Tree=255
num_leaves=17
num_cat=0
split_feature=21 2 2 4 16 7 23 16 5 15 13 15 23 11 12 23
split_gain=29.1701 4.66774 5.76194 3.42646 2.54564 2.11365 3.06917 4.74005 4.00141 8.43309 6.68154 5.0789 3.57297 2.79271 2.53498 1.701
threshold=1.0000000180025095e-35 106.00000000000001 113.50000000000001 23.776319734236203 18.500000000000004 15.453764320283351 11.500000000000002 12.500000000000002 9.0993324138333609 8.5000000000000018 17.830293093340103 2.5000000000000004 8.5000000000000018 46.697986952544206 57000.000000000007 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 8 14 12 10 -10 -12 -1 -9 -8 -7
right_child=-2 2 3 4 -6 15 7 13 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0013809471434977629 -0.087158091283469907 -0.058257323448946102 -0.0046713331189099077 0.088740601654887064 0 0.02859764520290882 0.13911514237852918 0.036431968640583484 0 -0.012618241358336372 0 0.15695999394781512 -0.069957034563204262 -0.013140300567576028 0.032937920530865146 -0.037818048712387954
leaf_weight=13.620003495365383 27.504254749976099 14.595827509649096 14.638021154329182 8.6413269378244859 5.0240012891590586 6.9279138371348363 9.9270185083150881 64.632754776626825 5.1214349735528257 14.347498863935469 4.279037617146968 9.6720391288399679 8.6786082312464696 7.1943001970648757 11.490610651671885 7.9318242892622948
leaf_count=41 929 153 56 36 29 29 31 223 18 37 15 45 25 19 53 17
internal_value=0 0.0218157 -0.00363111 0.0174799 0.055829 0.0296989 0.0333452 0.0452513 0.00983446 0.0340001 0.0795452 0.115929 -0.0174234 0.028685 0.0914797 0
internal_weight=0 206.722 42.8992 28.3033 13.6653 163.823 148.963 93.2447 55.7186 33.42 19.0725 13.9511 22.2986 71.8271 21.4176 14.8597
internal_count=1756 827 274 121 65 553 507 326 181 115 78 60 66 242 84 46
shrinkage=0.1


Tree=256
num_leaves=12
num_cat=0
split_feature=21 2 2 2 2 7 1 10 8 8 1
split_gain=20.4366 7.05409 7.40165 8.08411 7.28707 5.89191 4.77622 3.64107 1.83718 2.20957 0.232472
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 118.50000000000001 54.500000000000007 15.453764320283351 73.500000000000014 1.2943714342244503 4.8202540296447509 0.063125589894556675 54.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 6 8 -2 7 10 9 -3 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.087170763332078904 -0.081425967778264649 0.0037896644153637411 0.026481977262413133 0.045300595996771796 0.092757656796185695 0.0010105677057087664 0.038256490653681439 -0.086797216387327084 0.044505729834378109 -0.063542362495913648 -0.011437490901796177
leaf_weight=27.73103420517873 13.769772625528278 8.6478261053562182 2.8855994213372531 16.569144456647336 22.208883360028267 11.770435787737368 3.1485384516417971 16.841576884035021 8.7299211816862208 5.7431859737262121 2.3014415535144508
leaf_count=827 296 9 8 47 15 32 5 373 20 76 48
internal_value=0 0.00769012 0.0226854 -0.00337892 0.051097 -0.0356113 -0.0433509 -0.0640852 0.00243798 -0.0091974 0
internal_weight=0 112.616 87.0761 41.7463 45.3298 25.5402 25.1772 22.0286 23.1209 14.391 5.18704
internal_count=1756 929 601 481 120 328 434 429 105 85 56
shrinkage=0.1


Tree=257
num_leaves=17
num_cat=0
split_feature=21 17 0 0 2 4 5 0 1 28 5 0 23 3 4 8
split_gain=21.8281 3.79647 4.03257 4.03125 4.60601 3.63582 2.674 2.63286 3.77661 5.70075 6.13878 7.11767 6.90144 4.58878 3.09308 2.67856
threshold=1.0000000180025095e-35 1.0000000180025095e-35 102.50000000000001 65.500000000000014 86.500000000000014 9.3489054734925059 11.240199629442701 246.50000000000003 57.500000000000007 1.0000000180025095e-35 9.632611808984942 63.500000000000007 14.500000000000002 53519.139146302987 16.598065829242646 1.2924421011163374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -4 -7 8 9 13 11 -11 -12 -2 -13 -10
right_child=1 2 5 -5 -6 6 -8 -9 15 10 12 14 -14 -15 -16 -17
leaf_value=-0.087170763332078904 -0.068754250038212436 -0.075074870249972725 0 0.051530289087626968 0.024675355768573812 -0.094004181355863151 0 0.073871029795381307 0.077962369491630878 0.053183984958175813 0.078290655348891472 0 -0.0027092028952039396 0 -0.094269622302988465 0
leaf_weight=27.73103420517873 16.739537942688916 8.2675230503082293 9.7743894038721937 14.565882206894456 6.5558519875630727 12.17536282958463 6.8868378214538088 9.5414268327876908 13.25897139683366 8.2669120654463786 24.579354321584105 7.8266606507822898 10.609838802367447 10.603279756382106 9.2475967388600093 8.4157815109938365
leaf_count=827 144 96 79 69 28 155 49 31 23 20 49 25 33 53 32 43
internal_value=0 0.00783986 -0.0110129 0.00992434 -0.01748 -0.0392802 -0.0651263 0.0187352 0.0121091 0.000532786 0.0198249 -0.0116797 0.0481905 -0.0348679 -0.054787 0.0498231
internal_weight=0 177.315 58.2258 29.3893 14.8234 28.8366 19.0622 119.089 109.548 87.8732 60.5304 25.3412 35.1892 27.3428 17.0743 21.6748
internal_count=1756 929 476 193 124 283 204 453 422 356 159 77 82 197 57 66
shrinkage=0.1


Tree=258
num_leaves=17
num_cat=0
split_feature=2 2 1 7 21 23 5 5 2 3 14 2 5 16 12 2
split_gain=29.8121 19.9241 10.1493 10.9193 12.1007 12.8596 8.59863 6.61871 6.78207 3.34113 2.63771 2.03283 0.818019 0.77443 0.328248 0.00929843
threshold=29.500000000000004 26.500000000000004 65.500000000000014 12.8180628389739 1.0000000180025095e-35 8.5000000000000018 9.2090384758005666 9.0123228183131427 86.500000000000014 85364.213891734325 107909.36974789917 21.500000000000004 11.132201719486853 15.500000000000002 35800.000000000007 45.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 -4 6 -6 8 15 -2 11 -1 -9 -11 -5 -7
right_child=2 -3 3 14 5 7 -8 12 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.056875355881208234 -0.082889244510919988 0.087044959558403134 -0.07108667392333716 0 0 0 0.29099167155553751 -0.049020263683842304 0.17048412038367811 0 -0.099302020214950826 0.033021774525602975 0 0.085872818146767046 -0.079386865365490486 0.0055577725461882959
leaf_weight=4.5088565330952388 37.472214501351118 46.390563603490591 8.5411664441926387 4.0306763476692167 3.3446723185479668 2.5163021516054886 3.6655914559960365 7.6019801534712297 4.3386266455054283 1.933341174386441 4.9351101636420927 5.2666814550757408 3.9987737983465195 1.0501962369307873 14.814145873766391 3.0102891875430942
leaf_count=78 748 97 259 52 26 17 26 58 13 31 50 17 33 23 200 28
internal_value=0 0.0534469 -0.0358198 -0.00429 0.0233255 0.0586599 0.178915 0.0100797 0.0768616 -0.0744181 -0.0389238 0 -0.0294879 0 -0.0691383 0
internal_weight=0 61.1012 96.318 55.8622 37.0174 28.4762 7.01026 21.466 9.86522 40.4558 14.7106 9.77554 11.6008 2.98354 18.8448 5.52659
internal_count=1756 242 1514 712 460 201 52 149 58 802 145 95 91 54 252 45
shrinkage=0.1


Tree=259
num_leaves=17
num_cat=0
split_feature=21 1 1 1 0 11 7 16 5 13 23 16 23 15 4 13
split_gain=29.4552 9.08661 9.71665 6.08021 4.8138 3.58564 2.62685 2.25555 2.05245 2.00726 4.59938 3.15322 1.90657 0.853003 0.688577 0.428989
threshold=1.0000000180025095e-35 64.500000000000014 56.500000000000007 67.500000000000014 186.50000000000003 2.6866448676440107 11.057769710636451 5.5000000000000009 10.047520283181852 57.33352350779041 18.500000000000004 18.500000000000004 15.500000000000002 11.500000000000002 21.290902062134403 67.53915744392431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 7 -4 8 -2 -7 10 11 -9 15 -3 -6 -11
right_child=1 3 5 -5 14 6 -8 9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.087310447819426595 0.028817720524268405 -0.074520747129175516 0 0.048876214248644828 0.082769167179980341 0 0.092266602727522157 -0.086602488433897271 0.066283613719328227 0.072041758499875055 0.011362156375280926 0 -0.032840815253566517 0 0 0
leaf_weight=28.204716080334038 7.6582275386899701 14.901137409731746 10.802685998380182 4.1422551274299613 7.2845380539074522 15.901392824947836 33.095498321577907 15.745937487110501 11.24624804034829 3.4262336045503599 6.35831220075488 4.3126783296465865 5.1676353998482227 0.96985660679638463 3.9998033922165632 3.6070107184350491
leaf_count=827 32 349 43 24 42 53 110 78 40 18 27 20 26 26 19 22
internal_value=0 0.0237444 0.0343044 -0.0341313 0.000175808 0.0591426 0.0687042 -0.0105197 0.0326196 -0.0234945 -0.0395825 -0.0656922 0 -0.0683851 0.0617434 0.0437991
internal_weight=0 148.619 128.606 20.0132 57.5604 71.0458 60.2431 46.276 27.1476 38.6178 26.4169 20.0586 12.2009 15.871 11.2843 7.03324
internal_count=1756 929 530 399 284 246 203 223 93 191 125 98 66 375 61 40
shrinkage=0.1


Tree=260
num_leaves=5
num_cat=0
split_feature=19 2 1 2
split_gain=63.227 3.34559 4.61019 2.87002
threshold=1.0000000180025095e-35 35.500000000000007 42.500000000000007 42.500000000000007
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.090466225046436755 0 0 0.080004784164185994 0.0065437963056285053
leaf_weight=50.79087608656846 7.7589086592197409 14.026873230934141 50.675925821065903 12.861253783106802
leaf_count=1564 35 33 93 31
internal_value=0 0.0503911 0.0567856 0.0682794
internal_weight=0 85.323 77.5641 63.5372
internal_count=1756 192 157 124
shrinkage=0.1


Tree=261
num_leaves=17
num_cat=0
split_feature=21 9 16 2 23 1 16 4 16 2 16 0 0 5 16 2
split_gain=23.5159 6.0719 4.37643 5.05192 3.19608 5.38715 13.9271 4.4035 3.14402 2.71098 6.19301 7.86672 3.54253 5.05296 2.35503 0.28033
threshold=1.0000000180025095e-35 33.102903986990803 1.5000000000000002 124.50000000000001 18.500000000000004 13.500000000000002 17.500000000000004 19.530170800735281 16.500000000000004 51.500000000000007 17.500000000000004 219.50000000000003 195.50000000000003 9.2090384758005666 14.500000000000002 58.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 8 14 -7 10 11 -9 13 -11 -4 -16
right_child=-2 2 4 -5 5 6 -8 9 -10 12 -12 -13 -14 -15 15 -17
leaf_value=-0.069577028961792159 -0.087178141369415763 -0.08249728456458294 -0.065878984207665636 0.041837698142635008 0.062721438254485881 0 -0.089418018381260483 -0.088586499280373099 0.099143144035796882 0 0.063820926596468805 0.055244673279127604 0 0.0863579052010892 0.027022828202489399 0
leaf_weight=7.5318472280632696 27.574091808404773 8.6650013672187907 5.0597232140135047 2.8781081400811663 9.8272090628743154 5.757530504837634 15.86365450802259 9.5764824738726038 6.0109281996265054 8.9048498421907407 13.117298339493571 4.6654483205638817 8.1126980264671129 35.823298356961459 6.0175128863193086 9.5563147999346238
leaf_count=194 929 76 49 3 18 39 136 90 7 25 25 16 27 77 21 24
internal_value=0 0.0128016 0.018276 -0.0341868 0.0240998 0 -0.0234627 0.0333696 0.0484659 0.0441484 0.00901167 -0.0274403 0.0585597 0.0695934 0 0.010107
internal_weight=0 157.368 149.836 11.5431 138.293 37.4593 27.6321 100.834 11.7685 80.2001 27.3592 14.2419 52.8408 44.7281 20.6336 15.5738
internal_count=1756 827 633 79 554 200 182 354 46 260 131 106 129 102 94 45
shrinkage=0.1


Tree=262
num_leaves=17
num_cat=0
split_feature=21 15 1 16 6 16 7 16 1 16 9 14 8 10 7 10
split_gain=34.9967 17.9244 14.9527 12.3663 10.4719 8.36061 5.46698 6.7579 5.33316 5.28314 4.85825 4.82596 4.74488 4.63479 4.59429 3.95287
threshold=1.0000000180025095e-35 3.5000000000000004 43.500000000000007 19.500000000000004 68.667970297790802 6.5000000000000009 9.9765475544110256 13.500000000000002 64.500000000000014 15.500000000000002 88.202217878716965 101800.00000000001 4.8202540296447509 1.6573090574651252 13.48301076095831 5.5013698304947409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 13 -3 7 -4 -5 10 -8 -11 -7 14 -2 -13
right_child=1 2 6 8 -6 12 9 -9 -10 11 -12 15 -14 -15 -16 -17
leaf_value=-0.087219855633615659 0.15086769415354315 -0.015866633723214067 -0.034459182069856778 0.068607962695836758 0.17172527127217729 0.10889012954326271 -0.025716222107888327 0.066119411671500358 0.25888372524660652 -0.079868977358368537 0.045007291855320854 -0.039471155133649356 0 0 0 0.065430791507975358
leaf_weight=27.895008108462207 4.4027094803750542 6.4808649355545631 7.4860953539609936 7.0445336690172535 5.9942902950569978 24.807550483383238 22.388197083026171 18.769503686577082 6.1951139811426401 21.447784148156643 16.674406183883548 11.452251838520171 8.1522395722568017 23.673525077290833 3.2295496547594666 5.0655013360083094
leaf_count=827 21 27 55 27 26 96 110 91 31 100 83 51 35 137 23 16
internal_value=0 0.0314952 0.0117236 0.0833766 0.0463028 0.0646253 -0.00654326 0.0298321 0.172733 -0.021536 0 -0.0482966 0.0865145 0.0159052 0.0843225 0
internal_weight=0 193.264 142.724 50.5397 37.3001 39.4407 103.284 26.2556 13.2396 77.0281 39.0626 37.9655 32.9598 31.3058 7.63226 16.5178
internal_count=1756 929 664 265 207 158 506 146 58 360 193 167 131 181 44 67
shrinkage=0.1


Tree=263
num_leaves=17
num_cat=0
split_feature=27 15 3 14 15 15 16 21 0 0 25 0 16 2 2 7
split_gain=27.8389 10.8957 9.52012 8.9515 10.0825 8.67961 8.46992 7.06341 10.101 21.1965 9.52366 14.7786 5.92863 5.36999 6.96335 4.30377
threshold=1.0000000180025095e-35 3.5000000000000004 25644.019839276752 47775.000000000007 2.5000000000000004 6.5000000000000009 15.500000000000002 1.0000000180025095e-35 212.50000000000003 239.50000000000003 1.0000000180025095e-35 82.500000000000014 20.500000000000004 76.500000000000014 42.500000000000007 9.8351830020147926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 -1 -8 10 -10 -9 -12 13 14 -4 -16
right_child=1 2 12 4 -6 -7 7 8 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.090739624417117595 -0.14116453411290411 0.066875912737211163 0 0.035161280978121323 -0.11831115810880129 -0.085270045098818054 -0.077318826673224733 -0.060035806754919055 0.4159831926373132 0 0.28492935813061754 -0.0061417089503235647 0 0 0.021247837053990394 0.11468597381864752
leaf_weight=36.139451319118962 5.2444047769531634 5.0769892670214167 4.519802711904048 20.037445970810953 5.4332689456641665 9.5098458491265756 11.720982616068794 12.664016886614268 1.8358078598976129 1.6146192234009502 2.4347568033263078 2.186408412642777 8.7519255243241769 4.5201290156692258 12.344378641806541 35.752811942249537
leaf_count=725 28 18 24 80 15 39 339 135 19 26 22 25 40 30 55 136
internal_value=0 0.0243742 0.0445921 -0.0220933 0 -0.0186177 -0.0562918 -0.0117791 0.015632 0.175031 -0.00462761 0.103979 0.0616182 0.0735934 0.0830773 0.0948588
internal_weight=0 111.191 80.4759 30.7151 25.4707 14.5868 68.596 32.4566 20.7356 3.45043 17.2852 4.62117 65.889 57.1371 52.617 48.0972
internal_count=1756 465 342 123 95 57 1291 566 227 45 182 47 285 245 215 191
shrinkage=0.1


Tree=264
num_leaves=16
num_cat=0
split_feature=17 25 13 7 2 2 8 16 2 10 0 15 0 10 0
split_gain=18.335 6.49656 8.71644 5.88665 5.28382 4.91956 4.90193 4.2058 6.23394 3.06836 2.89167 3.64668 2.02274 6.94116 0.0850449
threshold=1.0000000180025095e-35 1.0000000180025095e-35 48.686379048404106 17.528622330717052 32.500000000000007 35.500000000000007 0.33225066029187555 20.500000000000004 130.50000000000003 3.2813392984591068 191.50000000000003 11.500000000000002 101.50000000000001 1.5256346446753402 118.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 -7 10 -9 -4 12 -12 13 -8 -14
right_child=1 3 9 -5 5 6 7 8 -10 -11 11 -13 14 -15 -16
leaf_value=-0.086552447522167564 -0.056906069552950925 -0.082291326353411506 0 0.0270834953767163 0.089408598961418548 -0.059571264127283169 0.066835983878704777 -0.076364008978397541 0.069289770220898411 -0.080814399443295229 -0.06557477584638112 0.043914307489372036 0.097016487171551827 -0.070613085650778937 0.031245629240875636
leaf_weight=24.897772355703637 4.9303267251234493 13.89980399142951 2.6272006686776868 4.1522186212241641 16.81783090159297 5.2943952577188602 10.330140881240366 7.8572669290006143 3.7823410034179688 10.531953634228556 4.954602253623305 7.8620762405917048 14.876232779584827 4.9323543836362651 12.335541039705275
leaf_count=771 82 295 16 11 9 64 17 72 1 216 60 18 17 64 43
internal_value=0 0.00656376 0.0172969 -0.0460654 0.02938 0.0364016 0.0212924 0.0306741 -0.0118674 -0.0538084 0.0432435 0 0.0558129 0.00932567 0.074544
internal_weight=0 125.184 107.132 18.052 93.9731 89.0428 72.225 66.9306 11.6396 13.1592 55.2909 12.8167 42.4743 15.2625 27.2118
internal_count=1756 985 679 306 447 365 356 292 73 232 219 78 141 81 60
shrinkage=0.1


Tree=265
num_leaves=17
num_cat=0
split_feature=18 1 3 23 14 16 1 0 2 8 5 20 3 5 6 15
split_gain=10.5293 13.7108 7.26139 7.07709 6.01128 5.71305 5.27216 4.67785 4.21377 4.17169 3.44261 3.08367 2.85689 2.67742 2.49907 2.97747
threshold=1.0000000180025095e-35 56.500000000000007 39632.151930865359 1.0000000180025095e-35 116250.00000000001 18.500000000000004 13.500000000000002 101.50000000000001 107.50000000000001 8.2132194689625422 5.6814797752928108 1.0000000180025095e-35 36323.723052635811 8.8499912668164384 53.805537376911154 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -3 -4 6 -1 12 -2 -6 -7 -5 -8 -9 15 -10
right_child=2 3 4 11 9 10 7 13 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.062764112365194399 -0.070836783970683895 0.02281634957251838 0.089603032278146227 -0.091337574815005526 -0.063182751891247307 0 0.032795699910918207 0 0.050600939260605188 0.047118681625466008 -0.094683101385569859 0 -0.039858895767384425 0.077415666493713356 -0.031011055239944171 0
leaf_weight=5.3699553487822405 7.4942825054749838 4.6204129718244067 22.453735311515629 35.198002827353776 5.3354269862174979 2.0568685531616193 11.274321618489923 6.1714208875782814 20.390380492433906 9.1963733136653882 7.9976889970712364 5.9396670889109364 10.349609116092322 21.016456147655845 7.3716789772734037 12.063913806341587
leaf_count=99 110 34 54 888 48 2 35 38 27 23 84 67 75 59 45 68
internal_value=0 -0.0230238 0.0237485 -0.0651865 0.056999 0.00389991 0.0196098 0.0327654 0 0 -0.0608851 -0.0799276 0 0.0603986 0.0106681 0.0262916
internal_weight=0 109.994 84.3058 45.7581 36.9855 64.2363 54.1818 48.8118 47.3203 14.5318 10.0546 41.1377 21.6239 27.1879 39.826 32.4543
internal_count=1756 1381 375 989 125 392 306 207 250 71 86 955 110 97 140 95
shrinkage=0.1


Tree=266
num_leaves=17
num_cat=0
split_feature=17 23 15 15 27 5 15 3 23 7 4 7 6 23 2 15
split_gain=19.983 6.46086 5.02903 5.19433 5.18043 4.12944 3.3981 2.86545 3.22492 4.08499 2.80536 2.73665 3.09105 2.54364 2.35227 2.19407
threshold=1.0000000180025095e-35 22.500000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 11.132201719486853 7.5000000000000009 36323.723052635811 11.500000000000002 9.5922272068576167 28.812059916849503 10.356226066015651 52.952934406955606 20.500000000000004 42.500000000000007 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 10 5 7 -7 15 -9 -10 -4 -1 -13 -11 -3 -5
right_child=1 14 3 4 -6 6 -8 8 9 13 -12 12 -14 -15 -16 -17
leaf_value=0 -0.088261441673457439 0.080798194612740459 -0.093775116772122247 0.0033367188343055385 -0.069333060141165442 0 -0.077186876311481009 -0.046225255593495093 0.059290468148634694 -0.072634583513927861 0 0 0.071808174203408764 0.0097994635872568538 -0.029866865169294161 0.069434012266220535
leaf_weight=9.440790316089986 31.691985525307246 3.2049495717510572 8.4558913484215719 15.544653992168604 7.1345071373507372 9.1339540118351596 7.1452882154844692 8.3943670322187227 15.38284030230716 4.9318754067644459 3.526963807642459 9.2030696840956789 24.945317300967872 5.3396504232659936 2.91437285579741 22.041367239318788
leaf_count=37 930 12 77 60 140 51 64 79 42 56 14 35 47 19 43 50
internal_value=0 -0.0694308 0.0115408 0 0.00770152 0.0162258 -0.02297 0.0279224 0.000538102 0.0236278 -0.0621637 0.0401742 0.0534936 -0.0103291 0 0.0474137
internal_weight=0 37.8113 150.621 107.031 95.0485 87.914 16.2792 71.6348 34.0487 25.6544 11.9829 43.5892 34.1484 10.2715 6.11932 37.586
internal_count=1756 985 771 652 561 421 115 306 196 117 91 119 82 75 55 110
shrinkage=0.1


Tree=267
num_leaves=17
num_cat=0
split_feature=1 1 1 13 15 23 8 20 19 2 1 10 2 9 2 3
split_gain=9.37152 6.00193 5.21791 9.869 8.12409 6.58365 4.7827 5.8656 4.95891 3.58345 3.53966 2.82999 2.65314 3.23951 2.4641 2.31648
threshold=57.500000000000007 48.500000000000007 29.500000000000004 51.153799665697306 3.5000000000000004 14.500000000000002 0.99553266070867552 1.0000000180025095e-35 1.0000000180025095e-35 107.50000000000001 13.500000000000002 2.1435241760007204 107.50000000000001 96.182711346846915 56.500000000000007 31298.966103737403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -5 -6 7 11 -8 -1 -11 12 14 -14 15 -2
right_child=6 -3 3 4 5 -7 8 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.070576028472799243 0.061612776262139138 -0.058365357894133246 0 0 0.002918817139015574 0.39653151709772633 0.038483775591331822 0.1167600033427974 -0.055430603852219366 0.070354770851057513 -0.040039278599393956 -0.038300995736267017 0.095574844120692504 0 -0.066468825914800772 -0.034558109831535101
leaf_weight=11.793912631459536 5.0791292386129516 26.6259072762914 15.164966301992537 2.84286353457719 2.1189420670270924 1.7490618238225577 110.50658778846264 3.7782528139650813 4.2312088734470299 5.085382513701914 6.3781022615730762 23.83782319817692 6.142602024599908 5.8056491035968065 6.3229798804968587 3.2520685899071395
leaf_count=197 41 387 121 22 25 20 570 11 48 25 22 120 33 19 56 39
internal_value=0 -0.0206778 0 0.0365778 0.138085 0.232561 0.021657 0 0.0332791 -0.0313862 0 -0.0119038 0.00423934 0.0445511 -0.0149942 9.0092e-05
internal_weight=0 71.7591 45.1332 21.8758 6.71087 3.868 168.956 54.2185 114.738 23.2574 11.4635 50.4403 26.6024 11.9483 14.6542 8.3312
internal_count=1756 819 432 188 67 45 937 319 618 244 47 308 188 52 136 80
shrinkage=0.1


Tree=268
num_leaves=12
num_cat=0
split_feature=22 6 6 23 12 1 23 16 16 4 23
split_gain=31.2923 7.62505 5.63982 3.18955 2.5123 4.56475 1.94589 1.44782 1.34166 1.32809 1.1314
threshold=1.0000000180025095e-35 44.700653465636357 76.139666142685968 4.5000000000000009 123000.00000000001 62.500000000000007 19.500000000000004 9.5000000000000018 13.500000000000002 22.70466222934764 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -2 5 8 -4 -7 -5 -9 -1
right_child=3 2 6 4 -6 7 -8 9 -10 -11 -12
leaf_value=0.027467622448517828 -0.0054757267704532656 -0.090131967709306884 -0.048644737146070344 0.01651386140785056 0 0.036885978091223459 0.051447969756000592 0 0.077445693709325469 -0.068391193649742402 -0.036088634086071096
leaf_weight=9.1939449999481422 11.374043494462965 46.118599536945112 3.8282210333272806 14.776411605998872 13.903543852269648 5.5449606403708449 3.9291853532195091 4.138397488743065 31.982433993369341 4.3218379691243172 3.3610758222639552
leaf_count=21 26 1475 35 28 33 8 5 10 37 30 48
internal_value=0 -0.0603573 -0.0768586 0.030514 0.0386721 0.0474466 0 0 0.0624635 -0.0286284 0
internal_weight=0 66.431 53.876 86.0416 74.6676 60.764 7.75741 14.0052 46.7588 8.46024 12.555
internal_count=1756 1584 1515 172 146 113 40 48 65 40 69
shrinkage=0.1


Tree=269
num_leaves=13
num_cat=0
split_feature=18 4 15 10 23 1 1 10 15 2 15 11
split_gain=36.9937 2.57225 4.91644 2.72392 2.58056 3.30512 4.61994 3.98596 2.96199 2.66164 2.18868 1.22617
threshold=1.0000000180025095e-35 13.672973158744851 3.5000000000000004 0.58486150774304868 7.5000000000000009 26.500000000000004 66.500000000000014 4.5888879635328861 6.5000000000000009 113.50000000000001 5.5000000000000009 8.4310774201565817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 9 -6 10 11 -9 -5 -7 -8
right_child=1 3 -4 4 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.089158603873372613 0.021629239481089829 -0.0011660479612753591 -0.075447832367637191 -0.04532237752729975 0.10118116733431254 -0.065499045620534491 0.068687894654113804 0.044373582499465929 -0.021728508913618313 0.032372522563898047 0 0.012431534385304907
leaf_weight=38.450492382049561 12.459349079988899 17.845401551574469 7.7251557204872361 8.1913371160626429 10.074281653389333 6.0456299753859621 34.810674909502268 11.433187751099469 15.054782819002865 9.3422266244888288 6.3622503094375134 15.303096206858752
leaf_count=1381 21 39 68 29 19 21 59 21 31 13 18 36
internal_value=0 0.0203929 -0.00562593 0.0257845 0.031622 0.0379123 0.0285066 0.0386588 0 0 -0.0180661 0.055496
internal_weight=0 154.647 20.1845 134.463 116.617 99.0839 89.0096 76.6017 26.488 17.5336 12.4079 50.1138
internal_count=1756 375 89 286 247 205 186 147 52 42 39 95
shrinkage=0.1


Tree=270
num_leaves=17
num_cat=0
split_feature=21 18 16 15 2 1 2 13 11 0 15 0 1 4 7 7
split_gain=27.5828 5.14745 2.19346 2.78942 3.21599 2.14436 2.07775 1.9744 1.4103 2.53538 3.63629 2.02754 1.30591 2.23546 1.57393 2.45048
threshold=1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 9.5000000000000018 84.500000000000014 54.500000000000007 42.500000000000007 61.910858482481068 15.584696304598951 103.50000000000001 6.5000000000000009 77.500000000000014 56.500000000000007 32.903777445262158 13.548467260092851 12.014905764295351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 9 10 -7 -10 13 -3 15 -14
right_child=-2 12 5 -5 -6 7 -8 -9 11 -11 -12 -13 14 -15 -16 -17
leaf_value=0.079504884100160489 -0.086408570898215631 -0.0623031857118874 0.017248874131743305 0.0040628111519757648 0 0 -0.044474305368105212 0.071995363119550002 -0.035727825987508753 0 0.12460411552047684 0.025851877021635106 0 0 -0.018234742609094693 0.059981063638939583
leaf_weight=33.814023055136204 25.063414560863748 8.5541866458952409 11.39065930247307 16.91130967438221 5.7434509797021738 8.325424097478388 8.7911228574812394 12.044362660497425 10.343837887048723 21.133703242987394 5.8457187563180915 10.581318512558935 28.407495651394129 3.0251898951828471 11.486911109648643 10.738329093903301
leaf_count=112 926 61 37 43 19 28 22 45 20 66 23 42 161 18 63 70
internal_value=0 0.02374 0.034069 0.0522163 0.0677515 0.0202254 0 0.0290528 0.0163012 0.0286826 0.0619573 0 0 -0.0306108 0.00660505 0.0189981
internal_weight=0 207.137 144.925 56.4688 39.5575 88.4561 20.1818 68.2744 56.23 35.3048 14.1711 20.9252 62.2121 11.5794 50.6327 39.1458
internal_count=1756 830 457 174 131 283 59 224 179 117 51 62 373 79 294 231
shrinkage=0.1


Tree=271
num_leaves=17
num_cat=0
split_feature=21 2 2 23 2 2 1 16 16 23 4 1 13 12 1 7
split_gain=17.7465 2.96065 8.0671 6.64343 6.48469 6.40735 4.32439 4.15217 3.04412 2.92334 1.86893 1.37575 1.92111 1.5104 0.677262 0.0889026
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 8.5000000000000018 54.500000000000007 118.50000000000001 73.500000000000014 20.500000000000004 3.5000000000000004 7.5000000000000009 5.639730639730641 66.500000000000014 13.719303861978602 212500.00000000003 17.500000000000004 14.69188866765864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 11 6 7 -4 -7 -2 -10 13 -13 14 -3 -9
right_child=1 2 5 -5 -6 8 -8 15 10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.086317615764426148 -0.026913240341408913 0.021464217220305483 -0.088221807366863386 -0.079504199565390954 0.089074254258017904 0.066810571392666537 0.023883781574810286 0 0.026124118748220959 0.065492523828069429 -0.065512111692988803 0 -0.069322435719418582 0.058015564834940761 -0.039625850181531391 0.017694198220512325
leaf_weight=25.085120454546995 2.6481912536546606 3.5267186192795652 17.679566524457194 11.658808081876485 20.376729071140289 10.121483132243158 3.2835776992142192 1.5282989758998144 2.9983015395700923 7.4585777018219233 3.8778497176244855 3.0458640307188025 4.7501821275800467 7.5028841700404882 3.2784275589510798 2.8395716892555356
leaf_count=830 54 9 387 225 15 10 8 46 4 24 38 9 35 11 42 9
internal_value=0 0.0060237 0.0159356 -0.0234184 0.047744 -0.0112668 -0.0464733 -0.0660142 0.0294455 0.021511 0 0.000604418 -0.0215376 0.0266334 0 0
internal_weight=0 106.575 84.8095 21.7656 42.4808 42.3286 25.331 22.0474 16.9976 10.1068 6.87615 22.1041 7.79605 14.308 6.80515 4.36787
internal_count=1756 926 623 303 121 502 450 442 52 78 42 106 44 62 51 55
shrinkage=0.1


Tree=272
num_leaves=17
num_cat=0
split_feature=21 16 4 2 15 15 4 2 3 15 2 12 7 2 10 9
split_gain=19.3259 5.25769 4.11968 3.64599 7.94668 4.95769 5.62536 4.70056 4.35164 3.33228 3.27802 2.4783 2.47171 2.31676 2.18639 2.03877
threshold=1.0000000180025095e-35 6.5000000000000009 27.320093886333357 42.500000000000007 1.5000000000000002 5.5000000000000009 44.959010830912909 31.500000000000004 47480.678463855409 10.500000000000002 86.500000000000014 81475.000000000015 10.668499237225252 87.500000000000014 5.3315358475457151 93.059244074951167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 8 9 12 10 -7 15 -9 -6 -12 -11 -5
right_child=1 3 -4 5 7 6 -8 11 -10 14 13 -13 -14 -15 -16 -17
leaf_value=-0.086317615764426148 -0.084194184937954691 -0.059331636124913469 0 -0.072492962526255825 0.022836689138340346 -0.087922428473821465 0.050435380623243875 0.023763884301575632 0.07085408762981675 -0.04879232071914185 0.09171552675116941 0.078508596953839993 -0.051160964338340831 0 0.025196470682022843 0
leaf_weight=25.085120454546995 10.035160721279683 7.7108255829662076 8.8439749102108163 7.8346062372438627 11.946197185665371 14.078812506515535 4.7457857690751544 32.297400068491697 12.306767189875243 7.5348804797977191 4.1802075430750829 28.225261442363262 7.0629733921959987 5.8217776790261269 6.1990274991840124 1.9991714451462028
leaf_count=830 119 37 46 89 57 196 19 42 55 52 5 36 82 39 39 13
internal_value=0 0.00727019 -0.0398224 0.0144365 0.0279382 -0.000681146 -0.0310252 0.0389115 0.0238395 -0.052109 0 0.0525958 0 0.0346307 -0.000848073 -0.0459742
internal_weight=0 170.823 18.8791 151.944 87.2427 64.701 32.5585 79.5318 32.1425 27.8127 19.8358 60.5227 19.0092 10.002 13.7339 9.83378
internal_count=1756 926 165 761 254 507 306 217 201 287 146 78 139 44 91 102
shrinkage=0.1


Tree=273
num_leaves=17
num_cat=0
split_feature=21 29 2 2 4 3 7 2 16 7 12 16 16 2 0 16
split_gain=29.245 20.2103 12.329 10.6419 6.25829 19.8935 10.4417 5.35118 4.92183 4.75066 2.48257 2.53624 2.06634 0.561768 0.281984 0.222803
threshold=1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 24.500000000000004 10.401137638542757 44004.903306171916 11.413967605499378 58.500000000000007 9.5000000000000018 11.37213489190094 59500.000000000007 17.500000000000004 9.5000000000000018 18.000000000000004 219.50000000000003 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 15 7 -7 -6 9 -9 14 -12 -5 -2 -10 -4
right_child=1 -3 4 12 5 6 -8 8 10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.088619881279347112 -0.06121561721254748 0.18522860280024417 -0.072062811981432426 0.018080080189159877 -0.058796719553660851 0 0.28449426107372655 0 -0.060525030219008173 0.13172873703073559 0.080347172504942943 -0.014098106377244832 0.095106120256612081 0 0 0
leaf_weight=28.232327844598331 4.3647499177604896 7.4948231796734026 14.757999100722374 12.327418196946381 19.198251357767731 1.7134788939729322 3.5803087721578777 3.3908980288542825 8.6430062456056493 5.3465085146017373 3.9264899902045718 3.336124855093658 26.517338044941425 3.8033717684447765 2.1916512940078965 1.2928140806034196
leaf_count=830 23 33 214 24 205 22 35 32 93 36 49 40 62 19 22 17
internal_value=0 0.0241556 0.0118555 0.0520852 -0.0132495 6.67139e-06 0.187123 -0.0171713 0.00516299 0.0719792 -0.0160555 0.00945197 0.0758055 -0.0362587 -0.0515946 -0.0680879
internal_weight=0 121.885 114.39 47.0129 67.3775 51.3267 5.29379 46.0329 26.8347 8.73741 18.0973 7.26261 38.8448 8.16812 10.8347 16.0508
internal_count=1756 926 893 128 765 534 57 477 272 68 204 89 86 42 115 231
shrinkage=0.1


Tree=274
num_leaves=17
num_cat=0
split_feature=21 17 2 2 12 2 23 7 1 23 1 1 2 2 4 5
split_gain=22.8206 11.2201 4.2108 6.13544 4.81845 3.2726 2.42276 2.51618 2.38397 1.85746 1.42342 1.13184 1.12054 0.827492 0.718166 0.659205
threshold=1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 31.500000000000004 35800.000000000007 81.500000000000014 13.500000000000002 10.668499237225252 65.500000000000014 17.500000000000004 47.500000000000007 44.500000000000007 24.500000000000004 51.500000000000007 25.265972581916152 6.1633676741308259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 14 6 -6 13 10 -9 11 -3 -2 -8 -5 -10
right_child=1 8 3 4 5 -7 7 9 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.086465519923444714 0 0 0.080380092277123671 -0.057158828209758698 0.044851695617743804 0.080014253277707836 0 -0.060682422911789519 0 0 0.072798003401396957 -0.0616158636463561 -0.050239601338177488 0.077818479063828827 0 -0.066475726234993676
leaf_weight=25.505050469539128 6.4290479570627195 4.1958776349201816 28.866120353341103 4.685783799737691 15.807318836450575 14.151897778734563 3.8721445128321674 8.4721079804003256 0.95252176746726291 8.3991818595677596 2.1285419072955847 3.7593017984181643 5.2954876124858856 3.4370901063084602 10.713163200765846 15.741317403735591
leaf_count=830 30 41 56 20 87 61 19 33 30 33 17 41 13 25 50 370
internal_value=0 0.0165551 0.0316894 0.0391129 0.0191092 0.0347694 0.0137604 0 -0.0382267 -0.0273528 0 -0.0192694 -0.0135748 0.0414188 -0.0229737 -0.0614166
internal_weight=0 136.907 110.129 98.4048 69.5387 54.1397 39.9878 24.1805 26.7776 16.8713 10.0837 7.95518 11.7245 7.30923 15.3989 16.6938
internal_count=1756 926 427 384 328 258 197 110 499 66 99 82 43 44 70 400
shrinkage=0.1


Tree=275
num_leaves=6
num_cat=0
split_feature=19 2 4 14 0
split_gain=53.4358 2.93128 2.05982 3.07714 1.35483
threshold=1.0000000180025095e-35 26.500000000000004 8.4067763733226819 45275.000000000007 95.500000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.089997282439052279 0 0 -0.0002635024615024299 0.075876563169333305 0.037758620426693992
leaf_weight=46.112791853025556 6.5513063073158255 12.918670222163199 7.7735676318407085 41.642094947397709 11.430069684982298
leaf_count=1560 37 30 22 84 23
internal_value=0 0.0448851 0.0509018 0.0589884 0.0119629
internal_weight=0 80.3157 73.7644 60.8457 19.2036
internal_count=1756 196 159 129 45
shrinkage=0.1


Tree=276
num_leaves=17
num_cat=0
split_feature=21 8 3 16 23 7 28 12 6 9 8 15 12 16 2 1
split_gain=20.4087 5.49035 3.75378 3.43085 7.59786 7.97448 5.41473 5.15818 3.85701 2.84085 2.59618 2.37904 2.31323 2.143 1.82628 1.68864
threshold=1.0000000180025095e-35 1.5281289523181718 39766.223838799335 13.500000000000002 5.5000000000000009 12.967103295974201 1.0000000180025095e-35 19054.500000000004 46.086012612538504 94.034016725206612 0.36580239601410108 4.5000000000000009 16550.000000000004 17.500000000000004 69.500000000000014 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 -1 8 -6 -5 13 -8 -3 -11 -10 -13 -16
right_child=-2 2 -4 6 7 -7 10 -9 9 12 -12 14 -14 -15 15 -17
leaf_value=-0.017976355415472187 -0.086423014076186494 -0.066726363188789509 -0.075542361850174322 0 0 0.092916452681998579 0.0016870050011037457 -0.092363453571823462 0.093268708875737724 0.044479072664169492 -0.070527537490033335 0.040479641041353903 -0.048759356664024096 0.029905108277106598 0.011795104474951473 -0.05970141951911298
leaf_weight=8.9156963243149239 25.107625901699066 4.5380092933774021 9.4637833321467024 10.332600068300961 5.1529658683575716 12.15912582608871 6.9977056751959008 11.657314646523444 24.005616338923573 6.71485264925286 5.8457141821272671 13.030045446939768 4.1421022436115891 23.000753089785576 2.273853786289691 4.7884005275554955
leaf_count=45 926 47 207 22 42 21 35 85 26 16 81 42 51 57 4 49
internal_value=0 0.0106121 -0.0219781 0.0216354 0 0.0365226 0.0333207 -0.0533617 0.0454685 0.0557058 -0.0156248 0 0 0.0665147 0.0133582 -0.00838976
internal_weight=0 153.019 34.0941 118.924 37.8851 21.0748 81.0393 16.8103 68.1959 57.8633 12.8434 24.6303 10.857 47.0064 20.0923 7.06225
internal_count=1756 830 349 481 193 66 288 127 172 150 116 142 67 83 95 53
shrinkage=0.1


Tree=277
num_leaves=17
num_cat=0
split_feature=21 9 23 2 16 4 16 10 7 0 4 10 16 14 13 0
split_gain=28.1897 11.5539 19.0414 9.02435 8.49788 7.74713 9.87732 10.9374 7.22606 6.34692 8.11352 6.28368 11.6359 6.28074 5.38124 4.26321
threshold=1.0000000180025095e-35 30.606290405519555 16.500000000000004 74.500000000000014 10.500000000000002 15.341485992835867 6.5000000000000009 1.2943714342244503 6.9704526254155308 122.50000000000001 11.412968840700849 1.8822887863705351 15.500000000000002 174000.00000000003 10.754354627887501 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 -2 -5 -7 -8 -9 10 -3 12 -12 -6 -11 -10
right_child=1 3 -4 5 13 6 7 8 15 14 11 -13 -14 -15 -16 -17
leaf_value=-0.086370221323218574 0.02231014837082668 0.12870375536956763 -0.0027009759821354277 -0.01186461716510755 0.0050050332488379371 0.14268844913766957 -0.047612279719336716 -0.03024378530367763 0 0.0072929209069930853 -0.028710773800655259 -0.061618806428248421 0.18884464486533592 0.19112501127179221 -0.083129107588277906 0.086865157580263197
leaf_weight=25.232611402403563 11.035305228084328 4.7239058092236546 18.487102720886469 26.251019604504108 4.6650905385613468 10.220943579450248 12.675264745950697 5.86858888529241 8.5717507600784284 4.1543873474001911 4.4270028425380605 13.427034012041984 3.5925365649163723 15.26584719493985 20.607091225683689 30.627616934478283
leaf_count=830 54 24 64 96 23 40 41 29 26 27 31 99 20 75 166 111
internal_value=0 0.0250284 0.0674798 0.00918816 0.115831 0.0284926 0.0470203 0.0266261 0.0519389 -0.0225986 0.00504965 -0.0128705 0.0438336 0.157586 -0.0598893 0.0693397
internal_weight=0 194.6 49.4533 145.147 30.9662 94.2152 67.9642 57.7432 45.068 50.932 26.1705 21.4466 8.01954 19.9309 24.7615 39.1994
internal_count=1756 926 216 710 152 343 247 207 166 367 174 150 51 98 193 137
shrinkage=0.1


Tree=278
num_leaves=17
num_cat=0
split_feature=21 5 16 23 23 0 0 2 14 2 10 17 11 2 16 7
split_gain=25.6689 14.8128 16.6618 11.5907 9.83452 10.3832 8.78253 7.30096 6.66562 9.88513 7.09108 7.85341 9.64839 5.97273 3.27993 2.52965
threshold=1.0000000180025095e-35 7.9483773747435853 4.5000000000000009 4.5000000000000009 10.500000000000002 43.500000000000007 144.50000000000003 75.500000000000014 62750.000000000007 70.500000000000014 5.7595764856834561 1.0000000180025095e-35 22.670594825228054 84.500000000000014 15.500000000000002 13.729090614571652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 -6 10 11 -10 -13 14 -9 -15
right_child=1 2 3 4 7 -7 -8 13 9 -11 -12 12 -14 15 -16 -17
leaf_value=-0.087327004289900853 -0.052592476322298312 -0.12727448045281733 -0.097316506315496626 0 -0.079034084577271874 0.12349195405931801 0 0.11451377505997579 0 -0.073447344318550614 -0.017575546403264957 0 0.24459350628449297 -0.03959399032575317 0.031791212103972705 0.078234950675055689
leaf_weight=28.064005419029854 24.387202903628349 8.9018512368202227 4.5890741264447561 7.0970375472679725 9.3552022129297239 29.296869401820004 8.1113425400108081 15.699478291906415 3.729694877751176 6.2578789172694078 3.5055824201554051 3.8519350830465555 5.3232738710939884 8.0546412137337011 20.560240654274821 2.0699240537360302
leaf_count=830 150 71 39 39 116 126 37 28 65 51 23 23 19 80 43 16
internal_value=0 0.0162909 0.0300711 0.0442325 0.0516312 0.097074 -0.0575634 0.0279902 -0.00311705 0.0193996 0.0669807 0.105433 0.155545 0.053774 0.0731182 0
internal_weight=0 160.791 136.404 119.391 114.802 36.3939 17.0132 78.4079 32.0236 22.6684 16.4105 12.9049 9.17521 46.3843 36.2597 10.1246
internal_count=1756 926 776 668 629 165 108 464 297 181 130 107 42 167 71 96
shrinkage=0.1


Tree=279
num_leaves=13
num_cat=0
split_feature=17 21 15 23 5 23 0 16 0 16 23 6
split_gain=15.1113 5.72991 7.87859 3.86581 11.426 5.15028 2.85564 2.57828 2.82407 1.92544 1.85775 0.454889
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 10.882618857578201 9.5000000000000018 69.500000000000014 20.500000000000004 192.50000000000003 15.500000000000002 22.500000000000004 48.112411971238707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 -5 10 8 -8 -4 -7 -2
right_child=1 2 9 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.085383690192040396 0.092189380044377156 -0.083447179695581825 0.044556125547767049 -0.061501713425486097 -0.085814175177494401 -0.057872288768946095 0.067131457894029425 0 0 -0.027638457196091842 0.025232200353036451 0.012009318425616663
leaf_weight=21.986457786988467 7.9826140082441297 15.541376837063583 9.7128104688599688 4.9230707874521604 10.9994930610992 4.9903229228220871 33.337951006600633 5.6842827978543928 11.226559177972375 2.6568251764401785 2.9670640965923667 8.8229527613148075
leaf_count=753 9 412 39 54 147 77 87 37 49 48 7 37
internal_value=0 0.0037252 -0.0335907 0.017376 0.00456772 0.0234806 0.0341011 0.0437589 0.0523224 0.012897 -0.00177602 0.0619838
internal_weight=0 118.845 27.911 90.9343 74.1287 63.1293 58.2062 50.2488 44.5645 12.3696 7.95739 16.8056
internal_count=1756 1003 499 504 458 311 257 173 136 87 84 46
shrinkage=0.1


Tree=280
num_leaves=17
num_cat=0
split_feature=1 18 1 1 1 23 5 16 16 10 7 15 2 28 1 10
split_gain=8.8795 11.2747 8.86044 8.07329 8.33489 6.65891 6.16997 4.43735 4.37819 4.00783 3.64492 3.54855 3.19951 3.12005 1.30812 1.16967
threshold=56.500000000000007 1.0000000180025095e-35 54.500000000000007 41.500000000000007 13.500000000000002 1.0000000180025095e-35 10.719986928599452 16.500000000000004 20.500000000000004 1.6573090574651252 17.528622330717052 3.5000000000000004 123.50000000000001 1.0000000180025095e-35 28.500000000000004 5.3315358475457151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 10 -2 11 15 -9 -6 -1 -3 -7 14 -11 -8
right_child=1 6 -4 -5 9 12 7 8 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.079860052360492775 0.021924289949117885 0 0.095671635463764323 -0.077544503706753809 -0.010035418729028757 -0.090281581880112316 -0.053684540216083591 0.095181044459240471 0 0.074531929138835815 0 -0.07634545138297491 0 0 0.0048085848540405087 0
leaf_weight=10.12435952760279 4.6010337001644066 6.955817244481298 13.721959778107701 9.5302136598620546 8.1928954822942597 31.519363857107237 4.4371640929020968 14.196400107815863 8.5738855153322202 29.535800931975245 3.3549056090414515 9.8711016983725113 5.5051817987114182 10.359505878761409 10.156732918228952 2.1823434382677078
leaf_count=138 36 33 20 128 35 911 51 37 21 46 10 144 48 36 54 8
internal_value=0 -0.0237826 0.0202926 0.00510385 0.0188713 -0.0621017 0.00640671 0.0375987 0.0610364 0.0372392 -0.0456747 -0.036199 -0.0779402 0.0489694 0.0617245 -0.0128401
internal_weight=0 87.8423 94.9764 81.2544 71.7242 41.6256 46.2167 29.3898 22.7703 58.2449 13.4793 16.8269 37.0245 50.052 39.6925 6.61951
internal_count=1756 1289 467 447 319 995 294 117 58 171 148 177 959 136 100 59
shrinkage=0.1


Tree=281
num_leaves=17
num_cat=0
split_feature=17 3 19 2 2 2 3 1 1 2 18 6 2 13 0 28
split_gain=18.1169 6.26003 4.00328 3.41372 5.63412 10.0892 4.47103 3.01271 4.03681 2.87472 5.17532 4.69035 3.79113 3.64005 2.62256 1.69922
threshold=1.0000000180025095e-35 15730.011659498301 1.0000000180025095e-35 110.50000000000001 86.500000000000014 52.500000000000007 101498.14806201536 56.500000000000007 10.500000000000002 35.500000000000007 1.0000000180025095e-35 76.139666142685968 40.500000000000007 25.116187137811902 122.50000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 4 5 9 -7 8 -6 10 11 -1 13 -11 -14 -2
right_child=1 -3 -4 -5 7 6 -8 -9 -10 12 -12 -13 14 -15 -16 -17
leaf_value=-0.079441934990403834 -0.018987058408579251 -0.087739231133167117 -0.062665717782224961 -0.042115637428635555 0.074773744533058059 -0.086376980746888946 0.015020714585319936 0.07681282128291933 -0.056144551412606936 0 0.054981810793869539 0.029553690344895633 -0.067086516539961477 0.070116415891209219 0.018630079840806939 0.07056992622979523
leaf_weight=11.539902813732626 2.5030823121778658 29.639763766550459 5.9958557132631531 7.417369960807263 4.5827855132520181 14.462983399629593 1.9119489248842008 23.364113514311612 4.6777363894507289 14.558819596655665 7.7533745113760224 2.7409959882497779 4.9858621349558225 29.319321648217738 10.908851779066024 3.230807900428772
leaf_count=125 33 960 137 47 5 171 2 42 34 39 15 3 44 59 30 10
internal_value=0 -0.0684153 0.0110915 0.0157365 0.0205444 0.00624189 -0.0623359 0.0574629 0 0.0224111 -0.000446778 -0.044531 0.03418 0.0495529 0 0
internal_weight=0 35.3737 144.22 138.224 130.807 98.1821 16.3749 32.6246 9.26052 81.8071 22.0343 14.2809 59.7729 43.8781 15.8947 5.73389
internal_count=1756 1003 753 616 569 488 173 81 39 315 143 128 172 98 74 43
shrinkage=0.1


Tree=282
num_leaves=17
num_cat=0
split_feature=2 2 6 1 23 5 15 15 16 23 23 16 7 23 15 2
split_gain=6.47802 8.29504 6.03163 4.09979 4.18414 3.85546 3.82825 3.13308 2.84204 5.80793 2.61984 6.09251 2.27912 3.92089 2.71962 8.48105
threshold=107.50000000000001 110.50000000000001 51.765068703083806 57.500000000000007 17.500000000000004 10.047520283181852 8.5000000000000018 3.5000000000000004 16.500000000000004 20.500000000000004 13.500000000000002 14.500000000000002 13.059184332643403 11.500000000000002 11.500000000000002 73.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -7 -4 -10 11 -3 14 -14 -5 -16
right_child=1 10 8 12 5 6 -8 -9 9 -11 -12 -13 13 -15 15 -17
leaf_value=-0.059984096975978542 0.11635446997898675 -0.022147140010414443 0.052578550385071858 0.0017676542448991422 -0.043336130585408007 0 0 0.18506477125918683 -0.022044337560616457 0.066395268113356151 -0.033657268308848694 0.095805861128609948 -0.076876323178982478 0 0.17800752814780671 0
leaf_weight=25.82466363790445 11.676920697093008 9.0568726165220124 25.770692002028227 62.437383656390011 5.7796307248063368 1.1848564310930667 2.0875770091079175 2.84135976806283 22.012992735952139 10.754102528095244 23.300559666007757 6.4998164344578973 8.9161768676713127 14.467593483161179 3.822930494323372 2.8577780611813068
leaf_count=477 36 46 74 436 111 21 29 40 45 32 116 32 87 126 24 24
internal_value=0 0.023657 0.0447515 -0.00880636 -0.0367996 0 0.0673112 0.128017 0.0270551 0.000883702 -0.00931863 0.0142918 0.000448012 -0.0240146 0.0116149 0.0737385
internal_weight=0 109.072 70.2147 130.22 37.7181 11.8934 6.11379 4.02622 58.5378 32.7671 38.8572 15.5567 92.5019 23.3838 69.1181 6.68071
internal_count=1756 381 187 1375 678 201 90 61 151 77 194 78 697 213 484 48
shrinkage=0.1


Tree=283
num_leaves=11
num_cat=0
split_feature=22 7 17 3 23 1 2 0 23 3
split_gain=24.8621 8.69613 4.22495 3.11076 10.0839 4.06998 2.1875 2.01198 1.75265 0.837862
threshold=1.0000000180025095e-35 8.2948038871326624 1.0000000180025095e-35 36690.480088343764 16.500000000000004 57.500000000000007 38.500000000000007 90.500000000000014 1.5000000000000002 30761.960717909653
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 7 -2 -1 -5 -8 -7
right_child=3 -3 -4 4 -6 9 8 -9 -10 -11
leaf_value=0.058985414983312306 0.065298137388960106 -0.088847947948735434 -0.069726380308769945 0.053754983626793797 -0.099108006671712101 -0.027610103335604361 0.02837707001276317 0 -0.055507407422184851 0.023245556638576553
leaf_weight=7.8448320771567586 30.41414986923337 36.138496361440048 7.5854048610199234 16.811975374817848 7.3719026632606974 6.3445103354752046 3.4578829342499358 15.943669918924568 4.7847112165763974 6.5550912320613861
leaf_count=27 38 1246 199 22 40 28 11 31 103 11
internal_value=0 -0.0575889 -0.00142911 0.026343 0.000874761 0.0453249 0.018354 0.0294764 0 0
internal_weight=0 59.8113 23.6728 83.4413 40.1275 43.3138 16.0874 32.7556 8.24259 12.8996
internal_count=1756 1586 340 170 93 77 141 53 114 39
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=18 15 23 4 4 15 23 7 7 0 12 23 8 7
split_gain=32.3944 2.25619 4.9274 2.57901 2.67213 5.95921 4.51814 2.37636 1.30614 1.20541 0.889098 2.48334 0.0960545 0.134259
threshold=1.0000000180025095e-35 9.5000000000000018 18.500000000000004 37.017741612752609 19.530170800735281 3.5000000000000004 15.500000000000002 9.066820057744442 12.967103295974201 131.50000000000003 63203.571428571435 16.500000000000004 1.1249317578154479 10.311143250661541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 6 8 12 -3 -6 -8 11 -7 -2 -14
right_child=1 2 -4 -5 5 10 9 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.088579386122602619 0.03409793915622971 0 0.029245712778994171 -0.011114823371653437 -0.030560401990554095 0 -0.097062519165411087 -0.094608957913870653 0.016919260732252386 0 0.082738222309617152 0.058031607169152399 0.01672566430201558 0
leaf_weight=34.939060710021295 13.890275442972785 4.6417222991585749 13.319069610908626 10.852542510256169 11.538785895332696 20.462246123701334 4.4629709394648662 6.9118396788835526 8.0328094754368049 3.2615817505866289 19.368685942143202 24.985234417021275 4.7992888577282411 4.6618616506457329
leaf_count=1383 19 8 32 39 36 35 29 46 15 16 23 34 11 30
internal_value=0 0.0181708 -0.0029819 0.0239177 0.0289409 0.0382447 0 -0.0574279 -0.000864385 -0.0623114 0.0531366 0.0361247 0.0255042 0
internal_weight=0 151.189 24.8726 126.316 115.464 84.3878 31.076 11.5536 19.5716 7.72455 64.8162 45.4475 23.3514 9.46115
internal_count=1756 373 86 287 248 143 105 54 51 45 92 69 60 41
shrinkage=0.1


Tree=285
num_leaves=17
num_cat=0
split_feature=21 12 17 0 9 4 1 12 8 2 7 8 18 16 16 16
split_gain=22.0262 3.1395 3.93306 3.55827 8.35675 3.35924 2.86096 2.58114 2.35098 2.34669 1.97563 1.68253 1.34964 1.20089 3.02708 1.17584
threshold=1.0000000180025095e-35 175975.00000000003 1.0000000180025095e-35 118.50000000000001 89.318910711978162 11.089595052381194 66.500000000000014 18625.000000000004 1.167751511418168 107.50000000000001 15.453764320283351 1.6190856818921373 1.0000000180025095e-35 9.5000000000000018 17.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 6 -1 -5 -8 13 10 11 -7 -6 -4 -15 -10
right_child=-2 -3 3 4 12 9 7 -9 15 -11 -12 -13 -14 14 -16 -17
leaf_value=0 -0.085205344289212073 0 0 0 0 0.08028812774988954 0 0.097395833068578019 0 0 0 0.015151934276052102 -0.043266523359020113 0.078920864575560135 0 -0.038496854842894432
leaf_weight=6.9488162770867339 22.120084470137954 45.895026071928442 4.5317648909986046 4.9265356389805701 5.6249781697988483 35.326345603913069 4.5735908448696163 18.346020842902362 7.198033599182966 6.498130787163972 5.9010583981871596 13.918901190161703 10.001692889258265 7.4956732736900431 5.9028336461633444 22.15761929564178
leaf_count=17 950 177 20 24 17 122 17 84 23 37 17 44 48 37 32 90
internal_value=0 0.0190149 0.0257433 0.00918787 0.0308103 0.0447357 0.0655388 0.0804168 -0.0064655 0.0526481 0.059363 0.065935 -0.0182886 0.0156778 0.0350031 -0.0267968
internal_weight=0 205.247 159.352 90.7587 43.4728 68.5933 27.8461 22.9196 47.2859 61.6444 55.1463 49.2452 15.6267 17.9303 13.3985 29.3557
internal_count=1756 806 629 392 190 237 125 101 202 220 183 166 65 89 69 113
shrinkage=0.1


Tree=286
num_leaves=13
num_cat=0
split_feature=21 2 2 2 23 23 15 5 2 2 12 23
split_gain=16.4507 6.19324 6.99212 5.73794 4.04116 3.79402 3.68076 3.02993 2.52042 2.3587 0.717068 0.223395
threshold=1.0000000180025095e-35 42.500000000000007 56.500000000000007 76.500000000000014 8.5000000000000018 7.5000000000000009 6.5000000000000009 10.047520283181852 80.500000000000014 118.50000000000001 18150.000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 5 -2 -3 8 -5 10 -9 -8
right_child=1 2 3 7 -6 -7 11 9 -10 -11 -12 -13
leaf_value=-0.085234760223847003 -0.06440927920404714 0.076319396435722386 -0.073616753972018556 0.00990579114746689 -0.07764906525386478 0.049807581069615948 -0.010716308641232625 0.026351025636372583 -0.072061812678360301 0.067471481347163173 -0.039370479979403801 0.016334946468608239
leaf_weight=22.261769028147683 4.5685276463627833 26.211853082291782 9.2266365818213654 2.8551004528999346 10.718704333063213 7.6537739606574178 3.9871853003278357 2.9949577786028412 5.4087909925729036 12.767714089713989 3.2844784324988723 6.6561588756740093
leaf_count=806 65 58 337 3 228 24 36 8 86 24 54 27
internal_value=0 0.00925612 0.0250272 -0.00081701 -0.0324893 0 0.0560701 0.0164615 -0.0195649 0.042582 0 0
internal_weight=0 96.3339 73.3929 36.5377 22.941 12.2223 36.8552 27.311 8.26389 19.0472 6.27944 10.6433
internal_count=1756 950 633 512 317 89 121 175 89 86 62 63
shrinkage=0.1


Tree=287
num_leaves=17
num_cat=0
split_feature=21 25 23 12 23 11 13 27 15 2 10 2 1 16 5 4
split_gain=17.7139 4.18953 5.6892 3.71524 3.53919 3.06312 7.18033 3.56244 6.28037 5.15516 3.78524 3.01847 4.13627 2.70552 2.66067 2.46993
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 16550.000000000004 7.5000000000000009 8.9194045682486518 13.719303861978602 1.0000000180025095e-35 4.5000000000000009 86.500000000000014 2.7587580421366256 52.500000000000007 60.000000000000007 3.5000000000000004 8.0267231133144765 14.423416467716343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 15 -4 13 6 -6 8 10 -9 -7 12 -10 -2 -14 -3
right_child=1 2 3 -5 5 7 -8 9 11 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.085234760223847003 0.012737793448865191 0.063361766101189709 0 -0.08586267203898823 0 0.020974563120347532 0.078568852053404817 -0.081395673108141539 0.082210656017365755 0.021491880799718182 -0.061682364639649226 0 0.057630126224456082 -0.057378624725508726 -0.057242485110292299 -0.0032121467428177426
leaf_weight=22.261769028147683 4.8454752517864099 7.3587999818846601 4.0883022900670793 13.852077074348925 17.522572291083634 6.326939512044194 27.630556949414313 9.3558176420629007 22.950453504920009 5.6021137461066237 11.07290400424972 7.7900444921106091 3.9461486805230361 9.9352594807278347 4.1201762398704886 5.331108863465488
leaf_count=806 32 42 13 131 83 13 88 179 50 15 62 58 9 91 29 55
internal_value=0 0.00978354 -0.0205838 -0.0601787 0.0184027 0.0251116 0.0467682 0.00856304 0.0222484 -0.0295041 -0.0201436 0.0464044 0.0605588 -0.020875 0 0.0196486
internal_weight=0 161.729 30.6303 17.9404 131.098 116.318 45.1531 71.1646 56.2067 14.9579 17.3998 38.8068 31.0168 14.7807 8.06632 12.6899
internal_count=1756 950 241 144 709 586 171 415 221 194 75 146 88 123 38 97
shrinkage=0.1


Tree=288
num_leaves=17
num_cat=0
split_feature=2 2 27 2 0 2 2 0 9 0 23 4 0 16 0 4
split_gain=25.4899 13.2661 8.90656 8.18385 13.0939 12.1765 2.60724 2.21419 1.54457 1.30965 1.54246 1.24682 1.12974 0.822991 0.610812 0.157325
threshold=30.500000000000004 26.500000000000004 1.0000000180025095e-35 89.500000000000014 1.5000000000000002 110.50000000000001 126.00000000000001 247.50000000000003 94.835096202786019 239.50000000000003 20.500000000000004 46.089820785252257 19.500000000000004 17.500000000000004 47.500000000000007 37.017741612752609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -4 -5 11 13 9 10 15 12 -2 -1 -3 -6
right_child=2 14 3 5 8 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.080249557758578949 0 0.023097244151224747 0.53646941604906817 0.19751616121980187 -0.072049001370444149 -0.0052962489119383295 0 0.0028202355972262718 0 0 0 0 -0.070195252714611897 0 0.08821780535349516 0
leaf_weight=6.4572340198792499 1.7669798275455821 11.141958393156527 0.37223446369171753 4.9711736980825645 15.251594808418316 3.1374361300840974 2.4241971625015131 2.2232801681384435 2.0878608422353855 2.3545397520065299 1.8046038588508952 2.0532631976529947 48.008867433760315 3.4730646586976945 35.798157211393118 1.4003971903584886
leaf_count=101 62 21 4 19 266 38 18 8 38 41 40 41 895 41 91 32
internal_value=0 0.0515442 -0.0338117 0.00279114 -0.0205438 0.0944018 -0.0586654 -0.030398 -0.0383237 -0.0485617 -0.0580402 -0.0640753 -0.0672718 -0.0579558 0.077017 -0.0682644
internal_weight=0 59.0937 85.6331 31.3798 23.2712 8.10861 54.2533 12.1536 22.899 20.8111 18.4566 51.8291 49.7758 9.9303 46.9401 16.652
internal_count=1756 262 1494 478 421 57 1016 150 417 379 338 998 957 142 112 298
shrinkage=0.1


Tree=289
num_leaves=17
num_cat=0
split_feature=21 17 3 1 2 1 4 2 23 6 23 5 0 5 13 15
split_gain=17.732 6.48667 5.11934 4.00229 3.73224 4.4603 3.37642 3.33739 3.04 2.82968 2.02524 1.35385 1.72943 0.772765 0.701747 0.535433
threshold=1.0000000180025095e-35 1.0000000180025095e-35 33159.346746933406 54.500000000000007 31.500000000000004 17.500000000000004 31.044213787945704 29.500000000000004 12.500000000000002 51.765068703083806 17.500000000000004 9.0993324138333609 59.500000000000007 7.4545925824451258 43.768707825406928 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 -6 -5 -4 -8 -2 15 13 -13 -7 -14 -3
right_child=1 10 4 6 5 11 8 -9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=-0.085407527124263596 -0.10180139900960201 0 0 -0.021169057217256551 0.095416144720729651 0 0 0.08492051075254424 0.092230363225691128 0 0 0 0 -0.037858412379141622 0.080072031844443087 -0.054443209891801993
leaf_weight=22.657878312864341 6.1372334249317637 1.6947266235947669 8.1432960778474826 7.5292773768305805 5.542485784739255 7.9829195495694902 5.9654675014317018 22.965478517115116 7.8011451028287411 8.5201424323022348 5.1564661553129545 6.5633109286427525 7.4037580005824548 10.519434146583079 4.7571910507977009 17.926916502881795
leaf_count=806 23 37 28 28 38 46 23 48 30 34 119 34 39 46 31 346
internal_value=0 0.00986475 0.0214293 -0.00487208 0.0369336 0.0117025 0.0161724 0.0651992 0.0511089 -0.0490794 -0.0333325 0 0.0181807 -0.0199303 0.0439437 -0.0493475
internal_weight=0 134.609 109.831 35.9533 73.8779 42.7691 21.2959 31.1088 13.7666 14.6574 24.7781 37.2266 18.7243 18.5024 12.1609 19.6216
internal_count=1756 950 448 138 310 234 81 76 53 57 502 196 104 92 70 383
shrinkage=0.1


Tree=290
num_leaves=5
num_cat=0
split_feature=19 1 6 16
split_gain=52.3924 3.27634 2.25137 0.448642
threshold=1.0000000180025095e-35 9.5000000000000018 50.055784520171208 2.5000000000000004
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.089292494156833796 0 0 0.0088299370082508474 0.068160821593780674
leaf_weight=40.552923035109416 10.065830826759337 7.1710916161537162 9.6051662042736989 55.99699642509222
leaf_count=1558 28 20 23 127
internal_value=0 0.0492758 0.0566936 0.0625195
internal_weight=0 82.8391 72.7733 65.6022
internal_count=1756 198 170 150
shrinkage=0.1


Tree=291
num_leaves=17
num_cat=0
split_feature=21 0 11 13 16 13 14 12 16 1 23 16 15 16 16 16
split_gain=17.8029 4.57093 4.15163 3.95402 3.56386 2.48669 2.31468 2.92141 3.45413 4.10654 5.87153 1.31919 0.778176 0.734798 0.564762 0.564327
threshold=1.0000000180025095e-35 60.500000000000007 14.922629251582331 68.862898037898404 15.500000000000002 50.830805860297907 113281.97674418606 47750.000000000007 21.500000000000004 29.500000000000004 17.500000000000004 13.500000000000002 9.5000000000000018 20.500000000000004 15.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -6 7 8 9 -3 -11 -9 -7 -13 -8 -12
right_child=-2 2 4 -5 5 12 14 11 -10 10 15 13 -14 -15 -16 -17
leaf_value=-0.077373623127481597 -0.085228735226005436 0.043134152972183655 -0.07212640544408172 0.0007420389788795938 -0.051386077323056639 0 0.0092106675084849248 0.011977145857817589 0.062520303142460668 -0.096686607853077797 0.033591130982571833 0.088431189834448837 0.05810282811388974 0.020530012953075695 -0.024896886735272017 -0.00084028911701848489
leaf_weight=9.9897785163484496 22.173353575635701 9.4678962137550133 7.8035872989567023 5.9676157883368424 3.8803694674279532 5.3378942157141847 12.332931928103791 16.331397386034951 9.3958004638552648 8.813268003053965 4.9973561663646233 18.175586416851733 6.6431408487260342 11.952874298673121 7.4232562193647018 6.2727964445948601
leaf_count=202 950 24 143 33 49 33 34 29 23 78 17 27 17 29 28 40
internal_value=0 0.0108511 0.0181606 -0.0356395 -0.0145091 0.00124093 0.0274123 0.0345871 0.00786422 -0.00275237 -0.0343333 0.0526883 0.0349622 0.0681244 0 0
internal_weight=0 144.786 128.828 15.9574 23.665 15.8614 105.163 85.407 38.9471 29.5513 20.0834 46.4599 11.981 30.1285 19.7562 11.2702
internal_count=1756 806 571 235 242 99 329 267 182 159 135 85 50 56 62 57
shrinkage=0.1


Tree=292
num_leaves=17
num_cat=0
split_feature=21 15 2 0 26 10 1 9 23 1 4 13 15 15 5 0
split_gain=19.0449 21.6869 16.9692 9.34497 10.018 8.51345 8.12106 5.76947 6.06495 5.44456 5.95803 5.13355 3.71334 4.1826 3.34264 3.28597
threshold=1.0000000180025095e-35 10.500000000000002 45.500000000000007 25.500000000000004 1.0000000180025095e-35 1.9937898856612501 60.000000000000007 85.347471398800806 19.500000000000004 54.500000000000007 23.776319734236203 40.769425884816805 5.5000000000000009 3.5000000000000004 8.2609569180093878 165.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 5 -5 -4 8 11 10 -2 -7 13 -13 -10 -3
right_child=1 15 3 4 -6 7 -8 -9 14 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.085294255377423467 -0.024183719919838038 -0.079499712015588267 0.028676639921926584 0.011279272257930387 -0.031909049192122514 0 -0.10482627538010017 0.16144813275724484 0.06087734848678808 -0.07041468014414512 0.13888793402360355 0.071498176097108054 0.12536507418541162 0 -0.048697710761637931 0
leaf_weight=22.396246277028695 5.5696676373481768 24.043607177212834 8.7222099490463751 31.470156336203218 9.4822829179465753 5.5742554664611808 7.3036429025232783 11.225570081733165 4.8648825287818891 19.557733941823244 2.9548463057726622 20.070972535759214 23.180246189236641 5.6734437718987456 6.4925812352448702 9.0243512801825982
leaf_count=806 53 101 30 109 71 19 24 34 18 208 29 63 82 25 26 58
internal_value=0 0.0119183 0.0278207 0.043355 0.0536087 0.0629195 -0.0196986 0.0814105 0.0647337 -0.0392224 0.00890302 0.0785913 0.0890483 0.0485877 0 -0.0600142
internal_weight=0 195.21 162.142 134.06 118.034 108.552 16.0259 77.082 65.8564 28.0822 8.52451 54.4989 48.9247 25.7444 11.3575 33.068
internal_count=1756 950 791 501 447 376 54 267 233 290 82 189 170 88 44 159
shrinkage=0.1


Tree=293
num_leaves=17
num_cat=0
split_feature=21 15 5 17 8 2 9 0 10 1 0 10 0 12 0 16
split_gain=25.729 21.0955 18.3536 9.14598 8.298 12.5011 7.5186 8.41861 6.99009 6.23827 7.28941 4.75168 3.94007 3.97108 3.13401 3.03852
threshold=1.0000000180025095e-35 8.5000000000000018 10.390518814648452 1.0000000180025095e-35 4.8202540296447509 42.500000000000007 30.606290405519555 194.50000000000003 1.6573090574651252 66.500000000000014 70.500000000000014 6.032510952418634 238.50000000000003 205000.00000000003 148.50000000000003 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 5 -5 -4 8 -8 12 15 -12 13 -2 -7 -11
right_child=1 3 6 4 -6 14 7 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.086364861364044199 -0.073224653376893711 -0.00029255590053002388 0.021800167354271437 -0.056943705266051262 0.22028285108078058 0.12290066832486873 0 0 -0.14084294756171017 0.029660840017102858 -0.0061784527765740734 0.067109236497363889 0.10890474142356057 0.0052939414394516677 0.024172598322789937 0.16986881201307141
leaf_weight=24.981824063463137 11.342482612002646 7.7602868638932696 6.0666633201763025 4.8535918006673446 6.1130865551531306 19.901608861982826 6.0689763971604433 8.7954119946807605 17.863772228360176 7.5787475593388063 19.683352050371472 12.041748374700544 1.7325067240744818 5.6383042912930241 10.726771905086933 7.0985302468761802
leaf_count=806 155 143 28 44 22 52 43 55 119 27 70 50 26 50 39 27
internal_value=0 0.0225082 -0.00118974 0.0764491 0.0955701 0.0684526 -0.0574336 -0.0782257 -0.109022 0.0292509 0.0499309 0.0153411 -0.0113511 -0.0353869 0.0948473 0.111084
internal_weight=0 153.266 103.91 49.3553 41.5951 35.482 38.7948 32.7282 23.9327 65.1157 46.4024 31.7251 18.7133 16.9808 30.6284 14.6773
internal_count=1756 950 650 300 157 135 245 217 162 405 174 120 231 205 91 54
shrinkage=0.1


Tree=294
num_leaves=16
num_cat=0
split_feature=17 23 5 23 28 23 15 15 14 0 10 5 0 10 2
split_gain=13.2551 4.68326 12.2325 6.4306 3.46151 5.22544 4.84274 5.2189 2.6491 2.51545 1.6128 1.28373 0.737035 0.105995 0.0471425
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.882618857578201 9.5000000000000018 1.0000000180025095e-35 22.500000000000004 6.5000000000000009 3.5000000000000004 22250.000000000004 88.500000000000014 1.8822887863705351 11.616364178576651 133.50000000000003 6.032510952418634 40.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 8 6 -6 7 10 -3 13 -5 -2 -11 -8 -12
right_child=1 2 -4 4 5 -7 9 -9 -10 12 14 -13 -14 -15 -16
leaf_value=-0.084184145043535982 0 0 -0.08777961107219967 0.058802708124451458 -0.074882387811074272 0.049605096918066138 -0.019820902599341259 -0.074998630236515804 -0.079273649726805978 0.083825334925206538 0 0.090699319226062683 0.018313582804579304 0.0056681898952076377 -0.014074004551408904
leaf_weight=19.617970176506788 6.8076895046979171 1.9724687552079547 14.695815417217089 8.5058649368584174 7.8407082515768689 4.3496860144659877 2.4168457007035604 6.9168380051851264 9.4825648178812099 21.332399274455383 2.1097579232882699 7.3961802520789206 11.861269131302832 3.4376414504367858 2.3800019100308418
leaf_count=757 32 10 288 23 151 13 44 73 173 31 11 7 69 24 50
internal_value=0 0.00378782 -0.00209237 0.0107328 0.0239233 -0.0140735 0.035168 0 -0.0537549 0.0557466 0.0319708 0.0581362 0.066435 0 0
internal_weight=0 111.506 97.3019 82.606 71.151 12.1904 58.9606 19.9125 11.455 39.0482 12.9956 14.2039 33.1937 5.85449 4.48976
internal_count=1756 999 960 672 489 164 325 157 183 168 84 39 100 68 61
shrinkage=0.1


Tree=295
num_leaves=17
num_cat=0
split_feature=2 1 1 10 7 2 2 16 6 23 13 23 0 21 23 23
split_gain=10.2401 7.04738 5.67821 5.91401 7.16776 5.48181 4.57338 4.5386 3.47534 3.14503 2.4494 2.25608 2.08837 1.93466 4.31823 1.42698
threshold=107.50000000000001 63.500000000000007 62.500000000000007 4.5888879635328861 8.1109771619401716 113.50000000000001 123.50000000000001 2.5000000000000004 52.087494862935053 18.500000000000004 48.686379048404106 7.5000000000000009 83.500000000000014 1.0000000180025095e-35 17.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 8 11 -1 -2 -8 12 -7 -6 -12 -15 -10
right_child=5 -3 -4 4 10 6 9 -9 15 -11 13 -13 -14 14 -16 -17
leaf_value=0 -0.0034622774102778227 -0.083707665491911387 0.14759813608039099 -0.075027871626192899 0 0 -0.021058775845914431 -0.08552715999803745 0.05778207350223933 0.051644169724212756 0.047664559416876279 -0.082840061229926709 0.084448148385659338 -0.08752240916564584 0.018868567636279695 0
leaf_weight=5.2392854434438076 7.6239278437569729 18.007114503532648 2.0439250208437434 8.1186173676978779 3.1830151695758131 2.4784807655960348 6.9522969573736217 16.444851764244959 43.403461415786296 12.225888399407266 6.471987328957769 9.5985052818432433 10.034735733876003 6.0026535722427052 5.178819733671844 11.040419838391243
leaf_count=44 47 629 4 151 41 15 66 374 99 32 32 70 52 54 18 28
internal_value=0 -0.0271311 -0.00770154 -0.0162262 0.00231246 0.0214604 -0.00762194 -0.0587744 0.0393244 0.0148703 0.0291238 -0.0598837 0.0619205 0 -0.0203771 0.0489859
internal_weight=0 80.725 62.7179 60.674 38.9898 93.323 31.2552 21.6841 62.0678 19.1782 30.8712 12.077 13.2178 17.6535 11.1815 54.4439
internal_count=1756 1399 770 766 348 357 183 418 174 98 197 85 93 104 72 127
shrinkage=0.1


Tree=296
num_leaves=17
num_cat=0
split_feature=17 23 2 28 9 2 0 2 7 5 5 1 1 7 3 15
split_gain=14.9016 5.72828 3.1007 7.55409 8.56751 4.81009 4.37476 3.29511 4.02247 3.82796 3.52268 2.82902 3.3043 2.48957 2.34887 1.89386
threshold=1.0000000180025095e-35 22.500000000000004 86.500000000000014 1.0000000180025095e-35 7.9056947731718203 110.50000000000001 42.500000000000007 45.500000000000007 13.548467260092851 12.670492504908703 11.132201719486853 56.500000000000007 10.500000000000002 8.7026187644739377 39436.954113105807 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 11 -5 8 10 13 14 12 -4 -9 -8 -16
right_child=1 -3 5 6 -6 -7 7 9 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.035476098503041169 -0.08676995403070413 0 0.067120220655060528 -0.062779493214847062 -0.088788923267758446 -0.025659271464140817 0.072929740077744817 0 -0.0210196356783416 0.042450284607896516 0 0.071887507934832215 -0.054344255868178884 -0.083016833643811114 0.056637643225582984 -0.01956706952059839
leaf_weight=5.41056138603017 26.141117900493558 5.7626156643964341 4.3454416282475012 5.3906901101581743 17.394261359004304 6.6293088765814892 31.654735852964222 3.3124438393861073 6.0782793099060646 5.977974656969308 6.723958004731684 22.224275842308998 4.5597263090312481 7.6940326602198184 5.2023346517235023 5.8776874770410359
leaf_count=23 949 50 5 59 263 44 59 11 54 17 38 40 39 50 6 49
internal_value=0 -0.0661332 0.00923796 0 -0.050545 0.0336773 0.0148923 0.0234209 0.0360333 -0.00605602 0.0470846 0.0527321 0 -0.0505546 0.0582245 0
internal_weight=0 31.9037 138.476 100.717 22.8048 37.7588 77.9121 72.5214 55.537 16.9845 49.4587 31.1294 8.90517 11.0065 42.7348 11.08
internal_count=1756 999 757 629 286 128 343 284 206 78 152 84 44 61 114 55
shrinkage=0.1


Tree=297
num_leaves=17
num_cat=0
split_feature=14 1 2 19 16 15 1 11 0 0 7 2 3 2 13 3
split_gain=7.00324 6.4911 4.19998 4.13087 2.89983 5.99623 9.38278 2.60851 4.40288 3.64138 5.13476 4.2748 3.1439 3.65376 5.21425 2.90047
threshold=311881.00000000006 57.500000000000007 82.500000000000014 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 54.500000000000007 8.4310774201565817 53.500000000000007 58.500000000000007 10.545410217744214 35.500000000000007 64805.548767816763 113.50000000000001 48.49099531519456 25644.019839276752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -4 -6 -7 8 -3 10 -9 -11 13 14 -13 -10
right_child=-2 3 4 -5 5 6 -8 9 15 11 -12 12 -14 -15 -16 -17
leaf_value=-0.050226400530150234 0.12637309038969299 0.080442136940957865 -0.03334859881616993 -0.064342563503773195 -0.0120257710833684 0.16667880448723926 0 0.044677107767632999 0.004662091135467168 -0.010985060862878778 -0.043805219472625022 0.11600447795285158 0 0 0.03289868172537197 -0.043536499494701821
leaf_weight=29.721470402786508 4.8676922312006345 5.6922306381165972 13.947068563662468 5.2666572900488964 9.9346056301146763 5.9693954214453679 3.6674058558419347 11.428682141005995 19.968195694498718 9.0908685419708473 14.870760211721061 18.194909323938191 9.5350788049399835 13.341401841491459 30.345036061480641 18.869275014847517
leaf_count=638 31 52 75 71 36 34 23 65 115 85 63 115 40 52 144 117
internal_value=0 0.00300573 -0.0228359 0.014717 0 0.0262514 0.0864448 0.0187886 0 0.027284 0 0.037946 0.0469724 0.055267 0.0681667 -0.0136107
internal_weight=0 219.843 63.2399 156.603 33.5185 19.5714 9.6368 151.336 44.5297 106.807 26.2994 80.5073 71.4164 61.8813 48.5399 38.8375
internal_count=1756 1725 806 919 168 93 57 848 284 564 128 436 351 311 259 232
shrinkage=0.1


Tree=298
num_leaves=12
num_cat=0
split_feature=22 4 6 6 12 23 28 3 16 23 23
split_gain=21.7083 6.48057 5.04847 2.3676 5.05994 3.17548 5.35781 2.26699 1.11207 0.522018 0.332674
threshold=1.0000000180025095e-35 44.959010830912909 76.139666142685968 52.35813614083991 94219.537815126067 9.5000000000000018 1.0000000180025095e-35 36323.723052635811 4.5000000000000009 9.5000000000000018 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -5 -7 -8 -4 -3 -2
right_child=3 9 8 5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.088963581069821954 0 0.021545861432177935 0.042600715377636197 0 0.0384570471149299 0.071628806271969311 0.033856563990508959 -0.045329255693988761 -0.037479874260521732 -0.021296385930263739 -0.094946035515358615
leaf_weight=37.328476428985596 4.6301691923290509 8.612953997217117 3.5962998121976844 15.501079656183718 10.853146046400068 30.070479702204466 7.862360402941702 6.6468279808759689 3.2704270211979747 2.6940371352247885 4.2014372088015079
leaf_count=1445 18 27 9 31 14 45 13 30 32 71 21
internal_value=0 -0.0569715 -0.074448 0.0238239 0 0.0338764 0.0475286 0 0 0 -0.062545
internal_weight=0 55.5022 44.1952 79.7655 19.6848 60.0807 44.5797 14.5092 6.86673 11.307 8.83161
internal_count=1756 1584 1486 172 53 119 88 43 41 98 39
shrinkage=0.1


Tree=299
num_leaves=12
num_cat=0
split_feature=18 4 15 17 23 10 23 10 15 23 11
split_gain=27.8435 1.9609 3.63826 2.03769 2.44427 2.02047 1.66618 2.53825 6.10269 1.35896 0.610359
threshold=1.0000000180025095e-35 13.672973158744851 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 0.58486150774304868 7.5000000000000009 3.8054791034683535 8.5000000000000018 19.500000000000004 8.4310774201565817
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 10 9 -9 -8
right_child=1 3 -4 5 -6 6 7 8 -10 -11 -12
leaf_value=-0.087703521078986921 0.013776497816698369 -0.0649321163421408 -0.071708789951740015 0 0.018105718105910707 0 0.062718738644861063 0.060906805463271999 -0.055037461086186207 0 0.016136648979265322
leaf_weight=30.871713838889264 12.467843985185029 5.6721736434847099 6.7419189652428022 16.236560858786106 4.2225086614489555 15.563900787383316 36.062667463906109 13.190134502947336 8.9257872505113465 9.6386720407754165 17.714802406728268
leaf_count=1400 21 36 60 30 10 32 62 25 20 23 37
internal_value=0 0.0167309 -0.00582455 0.021707 -0.00930311 0.026025 0.0313996 0.0368801 0.00652382 0.0393458 0.0510895
internal_weight=0 146.437 19.2098 127.227 9.89468 117.333 101.096 85.5321 31.7546 22.8288 53.7775
internal_count=1756 356 81 275 46 229 199 167 68 48 99
shrinkage=0.1


end of trees

feature_importances:
CallDescription=820
Premise=357
crime_hour=273
Neighborhood=270
call_hour=270
Month=234
Weapon_NONE=185
perc65up=178
perc25_64=177
Outside=165
households_below_poverty=146
perc18_24=131
perc_asian=122
perc_hisp=117
median_price_homes_sold=94
racial_diversity_index=92
num_households=92
perc_aa=84
median_household_income=78
Weapon_FIREARM=76
perc_white=63
Priority_LOW=52
Weapon_HANDS=42
Priority_MEDIUM=34
Priority_HIGH=31
Weekend=30
Weapon_OTHER=25
Weapon_KNIFE=16
Priority_NON-EMERGENCY=15
Priority_OUT_OF_SERVICE=1

parameters:
[boosting: goss]
[objective: multiclass]
[metric: auc_mu,multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 79]
[learning_rate: 0.1]
[num_leaves: 17]
[num_threads: -1]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 30]
[min_data_in_leaf: 19]
[min_sum_hessian_in_leaf: 0.000201062]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 16795]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 20158]
[extra_trees: 0]
[extra_seed: 21908]
[early_stopping_round: 15]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 1.99803]
[lambda_l2: 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: 14987]
[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]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 6346]
[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: ]
[objective_seed: 18830]
[num_class: 15]
[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: 20]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]

end of parameters

pandas_categorical:[]