tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=7
objective=regression
feature_names=city property_type transaction_type condition_state surface bedrooms zone_score amenities_count
feature_infos=-1:5:6:0:3:2:1:4 -1:0:4:2 -1:1:0 none [50:1500] [0:12] [3:5] [0:8]
tree_sizes=1851 2015 2014 2012 1995 1905 1906 1991 1796 1921 1897 1925 1929 1843 2002 2028 2031 2039 2000 1949 1872 2135 1876 1918 2107 1859 1984 1925 1987 1813 2057 2028 2010 2025 2057 1741 1831 1904 1832 1914 1914 2054 1972 2090 2133 2071 1959 1992 1887 1990 2109 2032 2031 2001 2007 2137 2056 2143 1974 2191 2159 2085 2068 2116 1983 2187 2117 2077 2160 2162

Tree=0
num_leaves=19
num_cat=1
split_feature=2 4 6 7 7 6 4 4 4 4 7 7 7 7 4 7 4 7
split_gain=753.04 3.7819 1.87849 0.889162 0.55035 0.300329 0.226923 0.253771 0.225911 0.190061 0.184124 0.176928 0.149402 0.181536 0.128412 0.0930522 0.0744788 0.00243943
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 89.500000000000014 185.50000000000003 136.50000000000003 141.50000000000003 1.5000000000000002 4.5000000000000009 1.5000000000000002 3.5000000000000004 122.50000000000001 5.5000000000000009 91.000000000000014 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 -4 14 -1 12 -6 10 -2 -3 -8 -14 15 -5 -7 -12
right_child=2 11 4 5 8 16 7 -9 -10 -11 17 -13 13 -15 -16 -17 -18 -19
leaf_value=6.2430324680377272 5.9643448105225199 6.208433211522224 5.9760840184260635 6.2401708335448536 6.0039454752970967 6.255198251284086 6.2354533845950391 6.2388110310603411 5.9900300771762165 5.9622340635229376 5.9742287332583697 6.2192937682836478 6.2189012597768736 6.2307534520879333 6.2364124507476122 6.2475820836857849 6.247320074912829 5.9756747412594242
leaf_weight=5.0000000000000027 6.0000000000000062 9.9999999999999982 5.0000000000000027 8.0000000000000053 4.9999999999999982 5.9999999999999982 5.0000000000000062 7.9999999999999991 7 7.9999999999999991 4.9999999999999982 5.9999999999999991 5.9999999999999982 7 7.9999999999999991 8.9999999999999982 6 7
leaf_count=5 6 10 5 8 5 6 5 8 7 8 5 6 6 7 8 9 6 7
internal_value=6.14727 6.23438 5.9771 6.23952 5.99002 6.24476 6.23328 6.2314 5.99583 5.96865 5.9715 6.21251 6.22811 6.22528 6.24164 6.24409 6.25126 5.97507
internal_weight=127 84 43 68 17 37 31 26 12 26 18 16 18 13 25 17 12 12
internal_count=127 84 43 68 17 37 31 26 12 26 18 16 18 13 25 17 12 12
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=1

Tree=1
num_leaves=20
num_cat=1
split_feature=2 4 6 7 7 6 4 4 4 4 7 7 7 7 4 7 4 5 7
split_gain=679.619 3.41317 1.69534 0.802468 0.496691 0.271047 0.204798 0.229028 0.203885 0.17153 0.166172 0.159677 0.134836 0.163837 0.115892 0.0839795 0.0672171 0.0628102 0.00220158
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 89.500000000000014 185.50000000000003 136.50000000000003 141.50000000000003 1.5000000000000002 4.5000000000000009 1.5000000000000002 3.5000000000000004 122.50000000000001 5.5000000000000009 91.000000000000014 4.5000000000000009 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 -4 14 -1 12 -6 10 -2 17 -8 -14 15 -5 -7 -3 -12
right_child=2 11 4 5 8 16 7 -9 -10 -11 18 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.090333614349365168 -0.17441965738932272 0.053501672744750983 -0.16326741218566884 0.087615062296390461 -0.13679903507232669 0.10189110835393272 0.08313348531723011 0.086323249340057376 -0.15001865625381469 -0.17642486840486526 -0.16502992868423466 0.067781850695610046 0.067408965031305959 0.078668550082615432 0.084044598788023006 0.094655747546090019 0.094406840205192563 0.061426962614059437 -0.16365622111729211
leaf_weight=5.0000000000000027 6.0000000000000062 4.9999999999999982 5.0000000000000027 8.0000000000000053 4.9999999999999982 5.9999999999999982 5.0000000000000062 7.9999999999999991 7 7.9999999999999991 4.9999999999999982 5.9999999999999991 5.9999999999999982 7 7.9999999999999991 8.9999999999999982 6 5 7
leaf_count=5 6 5 5 8 5 6 5 8 7 8 5 6 6 7 8 9 6 5 7
internal_value=-0.000643833 0.0821114 -0.162305 0.0870003 -0.150027 0.0919721 0.0810663 0.0792841 -0.14451 -0.170333 -0.167626 0.0613334 0.0761556 0.0734718 0.0890072 0.0913425 0.098149 0.0574643 -0.164229
internal_weight=127 84 43 68 17 37 31 26 12 26 18 16 18 13 25 17 12 10 12
internal_count=127 84 43 68 17 37 31 26 12 26 18 16 18 13 25 17 12 10 12
shrinkage=0.05

Tree=2
num_cat=1
split_feature=2 4 6 7 7 6 4 4 4 4 4 7 7 7 4 7 4 5 7
split_gain=613.356 3.08038 1.53004 0.724227 0.448263 0.24462 0.184831 0.206698 0.184006 0.154806 0.150336 0.14997 0.123364 0.189779 0.104593 0.0757915 0.0606634 0.0337244 0.00198692
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 89.500000000000014 185.50000000000003 136.50000000000003 141.50000000000003 349.50000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 122.50000000000001 5.5000000000000009 91.000000000000014 4.5000000000000009 3.5000000000000004
left_child=1 3 9 6 -4 14 -1 12 -6 11 -3 -2 -8 -14 15 -5 -7 -12 -13
right_child=2 10 4 5 8 16 7 -9 -10 -11 17 18 13 -15 -16 -17 -18 -19 -20
leaf_value=0.085816935300826971 -0.16569867531458518 0.06545546889305115 -0.15510404348373402 0.083234309405088358 -0.12995908021926883 0.096796552340189634 0.078201699256896892 0.082007086277008062 -0.1425177216529846 -0.16760363131761552 0.051966365575790423 -0.15677844047546391 0.061980996131896983 0.074735120364597854 0.079842365533113482 0.089922961261537343 0.089686498045921326 0.057526401678721112 -0.15547342130116054
leaf_weight=5.0000000000000027 6.0000000000000062 4.9999999999999991 5.0000000000000027 8.0000000000000053 4.9999999999999982 5.9999999999999982 6.0000000000000062 7.9999999999999991 7 7.9999999999999991 4.9999999999999982 4.9999999999999982 4.9999999999999982 7 7.9999999999999991 8.9999999999999982 6 6 7
leaf_count=5 6 5 5 8 5 6 6 8 7 8 5 5 5 7 8 9 6 6 7
internal_value=-0.000611643 0.0780058 -0.15419 0.0826503 -0.142526 0.0873735 0.077013 0.0753199 -0.137285 -0.161816 0.0582667 -0.159244 0.0723478 0.0694209 0.0845568 0.0867754 0.0932415 0.0549991 -0.156017
internal_weight=127 84 43 68 17 37 31 26 12 26 16 18 18 12 25 17 12 11 12
internal_count=127 84 43 68 17 37 31 26 12 26 16 18 18 12 25 17 12 11 12

Tree=3
num_cat=1
split_feature=2 4 6 7 7 6 4 4 4 7 7 7 7 7 4 7 4 5 5
split_gain=553.554 2.78004 1.38086 0.653616 0.404557 0.220769 0.16681 0.186545 0.166066 0.145016 0.160796 0.135721 0.111336 0.171276 0.0943948 0.0684019 0.0547488 0.0545517 0.0171821
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 89.500000000000014 185.50000000000003 136.50000000000003 5.5000000000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 3.5000000000000004 122.50000000000001 5.5000000000000009 91.000000000000014 4.5000000000000009 2.5000000000000004
leaf_value=0.081526086330413763 -0.15748151540756211 0.04809338092803956 -0.14734883546829214 0.079072593897581034 -0.12346112489700321 0.091956725716590901 0.074291610717773349 0.077906733751297003 -0.13539184331893919 -0.15987765278135027 -0.14954499176570349 0.061298468708992006 0.05888194203376771 0.070998362558228625 0.075850248336791992 0.085426816013124254 0.085202173391977942 0.055479295253753662 -0.14570734500885008
leaf_weight=5.0000000000000027 7.0000000000000062 4.9999999999999982 5.0000000000000027 8.0000000000000053 4.9999999999999982 5.9999999999999982 6.0000000000000062 7.9999999999999991 7 6.9999999999999991 6.9999999999999982 5.9999999999999991 4.9999999999999982 7 7.9999999999999991 8.9999999999999982 6 5 5
leaf_count=5 7 5 5 8 5 6 6 8 7 7 7 6 5 7 8 9 6 5 5
internal_value=-0.00058106 0.0741055 -0.14648 0.0785178 -0.1354 0.0830048 0.0731623 0.0715539 -0.130421 -0.153726 -0.151459 0.0553534 0.0687304 0.0659499 0.080329 0.0824366 0.0885794 0.0517863 -0.147946
internal_weight=127 84 43 68 17 37 31 26 12 26 19 16 18 12 25 17 12 10 12
internal_count=127 84 43 68 17 37 31 26 12 26 19 16 18 12 25 17 12 10 12

Tree=4
num_cat=1
split_feature=2 4 6 7 7 6 4 4 4 4 4 7 7 4 7 7 7 4 5
split_gain=499.582 2.50899 1.24623 0.589888 0.365114 0.199244 0.150546 0.168357 0.149874 0.134681 0.129194 0.101637 0.122011 0.0851912 0.0617326 0.0559903 0.0555211 0.0494108 0.0272323
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 89.500000000000014 185.50000000000003 136.50000000000003 106.00000000000001 349.50000000000006 1.5000000000000002 3.5000000000000004 122.50000000000001 5.5000000000000009 2.5000000000000004 5.5000000000000009 91.000000000000014 4.5000000000000009
left_child=1 3 9 6 -4 13 -1 11 -6 15 -3 -8 -13 14 -5 -2 -11 -7 -12
right_child=2 10 4 5 8 17 7 -9 -10 16 18 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.077449784278869574 -0.1455677171548207 0.059249823093414311 -0.13998140335082998 0.075118964910507138 -0.11728806257247928 0.08735888799031577 0.071352144479751495 0.074011396989226347 -0.1286222457885742 -0.14664413481950764 0.046831327676773081 0.057731784383455921 0.067448446580341881 0.07205773591995239 0.081155469682481551 -0.13873701095581054 -0.15300684769948322 0.0809420625368754 0.051827621956666306
leaf_weight=5.0000000000000027 6.0000000000000018 4.9999999999999991 5.0000000000000027 8.0000000000000053 4.9999999999999982 5.9999999999999982 5.0000000000000062 7.9999999999999991 7 7.9999999999999982 4.9999999999999982 5.9999999999999982 7 7.9999999999999991 8.9999999999999982 6 6 6 6
leaf_count=5 6 5 5 8 5 6 5 8 7 8 5 6 7 8 9 6 6 6 6
internal_value=-0.000552007 0.0704002 -0.139156 0.0745919 -0.12863 0.0788546 0.0695042 0.0679762 -0.1239 -0.146039 0.0525857 0.0652939 0.0629638 0.0763125 0.0783148 -0.142152 -0.149371 0.0841505 0.0495566
internal_weight=127 84 43 68 17 37 31 26 12 26 16 18 13 25 17 12 14 12 11
internal_count=127 84 43 68 17 37 31 26 12 26 16 18 13 25 17 12 14 12 11

Tree=5
num_cat=3
split_feature=2 4 4 7 4 7 4 1 4 1 4 5 7 4 4 4 4 7
split_gain=438.607 2.0193 0.601015 0.439904 0.340642 0.214627 0.267848 0.314473 0.193548 0.211492 0.13521 0.0962793 0.0806136 0.0728254 0.101935 0.0675123 0.176753 0.0883495
threshold=0 298.50000000000006 89.500000000000014 1.5000000000000002 100.50000000000001 4.5000000000000009 106.00000000000001 1 150.50000000000003 2 365.00000000000006 2.5000000000000004 4.5000000000000009 66.000000000000014 79.000000000000014 150.50000000000003 122.50000000000001 5.5000000000000009
decision_type=1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2
left_child=1 2 13 -2 12 6 -4 11 -6 -10 -3 -8 -5 -1 -15 16 17 -7
right_child=3 10 5 4 8 15 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.073265583316485042 -0.14397182597054378 0.05574889097894941 0.057309140099419467 -0.12825512886047358 -0.14200518131256099 0.07835822939872733 0.068878411650657667 0.060484478250145891 -0.12665099948644645 -0.13975966930389394 0.046483500136269465 0.078690614700317379 -0.11965886116027831 0.083425337076187156 0.074324654340744006 0.076064614057540891 0.063286015817097252 0.06935895085334777
leaf_weight=6.0000000000000027 8.9999999999999982 6.9999999999999991 9.0000000000000018 6.0000000000000018 7.0000000000000027 5.0000000000000053 4.9999999999999982 8.0000000000000018 7.9999999999999956 5.0000000000000027 8.9999999999999982 5 5 7.9999999999999982 5 4.9999999999999991 6.9999999999999991 6
leaf_count=6 9 7 9 6 7 5 5 8 8 5 9 5 5 8 5 5 7 6
internal_value=0.00229098 0.066541 0.0702521 -0.13424 -0.131415 0.0673755 0.064352 0.0678734 -0.135302 -0.131693 0.0505371 0.0737845 -0.124348 0.0778221 0.0799251 0.0709248 0.0694971 0.0734495
internal_weight=125 85 69 40 31 50 27 18 20 13 16 10 11 19 13 23 18 11
internal_count=125 85 69 40 31 50 27 18 20 13 16 10 11 19 13 23 18 11
cat_boundaries=0 1 2 3
cat_threshold=2 1 1

Tree=6
num_cat=2
split_feature=2 4 6 4 4 7 7 4 1 4 5 4 4 4 4 7 4 4
split_gain=395.843 1.82242 1.01534 0.542416 0.223827 0.301271 0.193701 0.241733 0.283812 0.122027 0.0868921 0.065725 0.0919965 0.0609298 0.159519 0.0797354 0.0166957 0.00552327
threshold=0 298.50000000000006 4.5000000000000009 89.500000000000014 141.50000000000003 1.5000000000000002 4.5000000000000009 106.00000000000001 1 365.00000000000006 2.5000000000000004 66.000000000000014 79.000000000000014 150.50000000000003 122.50000000000001 5.5000000000000009 89.500000000000014 181.00000000000003
decision_type=1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 5 -2 7 -5 10 -3 -9 -1 -13 14 15 -8 -7 -4
right_child=2 9 17 6 -6 16 13 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.069602301716804468 -0.13693448305129993 0.052961446131978722 -0.11490570068359379 0.054443683889177086 -0.13872469001346163 -0.12266682982444765 0.074440320730209258 0.065434491038322468 0.057460252568125703 0.044159324963887532 0.074756085872650133 0.079254068434238448 0.070608422756195055 0.072261384725570685 0.060121715494564604 0.065891003608703605 -0.12626117127282277 -0.11255553722381591
leaf_weight=6.0000000000000027 8.0000000000000053 6.9999999999999991 4.9999999999999982 9.0000000000000018 8.9999999999999982 5.9999999999999982 5.0000000000000053 4.9999999999999982 8.0000000000000018 8.9999999999999982 5 7.9999999999999982 5 4.9999999999999991 6.9999999999999991 6 7 5
leaf_count=6 8 7 5 9 9 6 5 5 8 9 5 8 5 5 7 6 7 5
internal_value=0.00217643 0.063214 -0.127528 0.0667395 -0.132128 -0.1293 0.0640067 0.0611344 0.0644797 0.0480103 0.0700953 0.073931 0.0759288 0.0673785 0.0660222 0.0697771 -0.124602 -0.113731
internal_weight=125 85 40 69 30 21 50 27 18 16 10 19 13 23 18 11 13 10
internal_count=125 85 40 69 30 21 50 27 18 16 10 19 13 23 18 11 13 10
cat_boundaries=0 1 2
cat_threshold=2 1

Tree=7
num_cat=3
split_feature=2 4 4 7 4 7 4 1 4 1 4 5 7 4 4 4 4 7 4
split_gain=357.248 1.64474 0.48953 0.356837 0.296071 0.174815 0.218164 0.25614 0.159953 0.177265 0.11162 0.0784201 0.0695962 0.0593168 0.0830269 0.0549892 0.143966 0.0719612 0.000207742
threshold=0 298.50000000000006 89.500000000000014 1.5000000000000002 100.50000000000001 4.5000000000000009 106.00000000000001 1 150.50000000000003 2 424.50000000000006 2.5000000000000004 4.5000000000000009 66.000000000000014 79.000000000000014 150.50000000000003 122.50000000000001 5.5000000000000009 349.50000000000006
decision_type=1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -2 12 6 -4 11 -6 -10 18 -8 -5 -1 -15 16 17 -7 -3
right_child=3 10 5 4 8 15 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.066122187177340155 -0.12991656992170547 0.048616712093353283 0.051721498701307489 -0.11564912597338353 -0.1283247862543378 0.070718302726745522 0.062162768244743365 0.05458724182099102 -0.11433418244123464 -0.12633533477783196 0.040218295653661092 0.071018280386924731 -0.10766185641288756 0.075291365385055556 0.067077999114990225 0.068648312687873844 0.057115629741123747 0.062596452236175534 0.049072499275207515
leaf_weight=6.0000000000000027 8.9999999999999982 4.9999999999999982 9.0000000000000018 6.0000000000000018 7.0000000000000027 5.0000000000000053 4.9999999999999982 8.0000000000000018 7.9999999999999956 5.0000000000000027 5.9999999999999991 5 5 7.9999999999999982 5 4.9999999999999991 6.9999999999999991 6 5
leaf_count=6 9 5 9 6 7 5 5 8 8 5 6 5 5 8 5 5 7 6 5
internal_value=0.00206761 0.0600533 0.0634025 -0.121152 -0.118607 0.0608064 0.0580777 0.0612557 -0.122231 -0.11895 0.0456097 0.0665905 -0.112019 0.0702344 0.0721324 0.0640096 0.0627211 0.0662882 0.0488446
internal_weight=125 85 69 40 31 50 27 18 20 13 16 10 11 19 13 23 18 11 10
internal_count=125 85 69 40 31 50 27 18 20 13 16 10 11 19 13 23 18 11 10

Tree=8
num_leaves=18
num_cat=2
split_feature=2 1 6 5 7 7 7 7 7 7 6 7 7 5 6 6 6
split_gain=322.417 1.30073 0.876577 0.310788 0.19353 0.143226 0.192459 0.0613209 0.0463878 0.0433527 0.0351195 0.0341886 0.028952 0.0114086 0.0296822 0.0182262 0.00777534
threshold=0 1 4.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 6.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004
decision_type=1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 16 13 6 -2 12 -1 -10 -9 -8 -6 14 -5 -15 -3
right_child=2 3 -4 4 7 -7 11 10 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.042221797506014486 -0.12342073652479375 0.066474750638008132 -0.1022740936279297 0.053937361637751237 0.061841885372996286 -0.12627729177474975 -0.11222307284673055 0.061616691450277976 0.049886087328195577 0.044263689219951628 0.067026519775390619 -0.1170956591765086 0.057707913054360273 0.056188019861777627 0.058729895949363703 0.052100552171468729 0.069020227591196678
leaf_weight=6.0000000000000027 9.0000000000000053 5.9999999999999982 9.9999999999999982 6.0000000000000018 8.0000000000000036 5.9999999999999991 8.9999999999999982 5.9999999999999982 7.9999999999999982 6 6 5.9999999999999991 9 5.9999999999999982 7 5 6
leaf_count=6 9 6 10 6 8 6 9 6 8 6 6 6 9 6 7 5 6
internal_value=0.00196423 0.0570506 -0.115094 0.0604815 0.0588364 -0.119368 -0.11764 0.061585 0.0459001 0.0474765 0.0643216 -0.114172 0.0596533 0.0555152 0.056518 0.0543301 0.0677475
internal_weight=125 85 40 65 53 30 24 29 20 14 12 15 17 24 13 11 12
internal_count=125 85 40 65 53 30 24 29 20 14 12 15 17 24 13 11 12
cat_threshold=2 16

Tree=9
num_cat=1
split_feature=7 6 4 4 7 4 7 4 6 5 4 4 7 4 4 5 1 5
split_gain=16.1028 5.27075 12.826 4.47938 12.718 10.5493 16.6827 5.51981 3.80908 3.60525 4.54652 3.50429 3.31276 2.44196 2.16655 1.87658 0.759089 1.98363
threshold=1.0000000180025095e-35 4.5000000000000009 150.50000000000003 202.50000000000003 2.5000000000000004 141.50000000000003 5.5000000000000009 72.000000000000014 3.5000000000000004 2.5000000000000004 112.50000000000001 98.500000000000014 4.5000000000000009 461.50000000000006 202.50000000000003 1.5000000000000002 0 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=-1 3 -3 4 8 7 -7 -6 -2 10 11 15 -11 16 -4 -9 -5 -18
right_child=1 2 14 13 5 6 -8 9 -10 12 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.06256187856197358 -0.077690101861953756 0.027780771586630074 -0.072960635026296003 0.055341251492500292 0.062547611445188528 0.026331124348299845 -0.087287799517313636 0.0052897890408833779 -0.015972355604171751 -0.037739729285240185 0.055502454108662086 -0.01589409453528268 0.01981683075428009 -0.0006538867950439454 -0.028396058082580562 0.041389400098058908 0.010913204153378795 0.048944758251309395
leaf_weight=8.9999999999999982 4.9999999999999982 9.0000000000000018 5.9999999999999982 5.0000000000000009 7.9999999999999991 6.9999999999999982 6 6.0000000000000044 5 4.9999999999999982 8.9999999999999982 6.9999999999999991 5 4.9999999999999991 5 9 6.0000000000000044 7.9999999999999991
leaf_count=9 5 9 6 5 8 7 6 6 5 5 9 7 5 5 5 9 6 8
internal_value=0.00186602 0.00686473 -0.0164859 0.0117294 0.00549378 0.0139333 -0.0261084 0.0245566 -0.0468312 0.0171437 0.0255647 0.0133175 -0.00896145 0.0304364 -0.052704 0.0269496 0.0386181 0.0326455
internal_weight=125 116 20 96 72 62 13 49 10 41 31 22 10 24 11 15 19 14
internal_count=125 116 20 96 72 62 13 49 10 41 31 22 10 24 11 15 19 14
cat_threshold=1

Tree=10
num_cat=2
split_feature=2 4 6 7 7 4 7 1 4 4 6 7 4 7 4 4 7 4
split_gain=289.144 1.07052 0.808552 0.236636 0.226616 0.169098 0.220477 0.125912 0.295791 0.0734813 0.071147 0.0703764 0.149509 0.0498764 0.0430667 0.0365791 0.0119279 0.00263308
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 5.5000000000000009 131.00000000000003 1.5000000000000002 1 106.00000000000001 79.000000000000014 3.5000000000000004 6.5000000000000009 112.50000000000001 4.5000000000000009 112.50000000000001 232.50000000000003 4.5000000000000009 136.50000000000003
decision_type=1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -4 6 -2 8 -1 -5 -10 14 -13 -8 -11 -7 -3 -16
right_child=2 16 4 9 -6 15 13 -9 10 11 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.047846271097660049 -0.11478061825036992 0.040563945685114185 -0.10463047027587891 0.063106548786163327 -0.092085671424865734 -0.1136225759983063 -0.10018339037895206 0.046135378522532307 0.055790066123008741 0.052695431643062153 0.06422493338584899 0.065684943397839882 0.054522933562596632 -0.10694504876931508 0.05820662558078768 -0.11941315412521361 0.037366460561752315 0.056653031706809992
leaf_weight=10.000000000000002 8.0000000000000053 6.9999999999999982 5.9999999999999991 5.9999999999999991 8.9999999999999982 5.9999999999999982 4.9999999999999982 7.0000000000000027 4.9999999999999982 9.0000000000000018 5 5.9999999999999982 6 6 4.9999999999999982 5 5 6
leaf_count=10 8 7 6 6 9 6 5 7 5 9 5 6 6 6 5 5 5 6
internal_value=-0.00589201 0.0529528 -0.106582 0.0554859 -0.0971036 -0.111321 -0.108465 0.0519069 0.0539269 0.0580289 0.0600075 0.0570768 0.0601039 -0.103872 0.0552605 -0.116255 0.0392317 0.0573592
internal_weight=122 77 45 65 15 30 19 27 20 38 10 32 12 11 20 11 12 11
internal_count=122 77 45 65 15 30 19 27 20 38 10 32 12 11 20 11 12 11

Tree=11
num_cat=1
split_feature=2 4 6 7 7 4 7 4 4 4 4 7 4 4 4 4 7 4
split_gain=260.952 0.966147 0.729718 0.213564 0.204521 0.152848 0.180042 0.125654 0.358856 0.102618 0.0663168 0.0635147 0.134931 0.0388677 0.0355047 0.0278825 0.0107649 0.00237635
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 5.5000000000000009 141.50000000000003 1.5000000000000002 185.50000000000003 136.50000000000003 100.50000000000001 79.000000000000014 6.5000000000000009 112.50000000000001 112.50000000000001 89.500000000000014 232.50000000000003 4.5000000000000009 136.50000000000003
left_child=1 3 5 7 -4 6 -2 8 9 -1 -5 13 -13 -12 -8 -7 -3 -15
right_child=2 16 4 10 -6 15 14 -9 -10 -11 11 12 -14 17 -16 -17 -18 -19
leaf_value=0.04840280897915359 -0.10904158800840369 0.03853574863501958 -0.099398947755495709 0.059951219956080118 -0.087481386793984317 -0.10816210865974428 -0.09613999843597415 0.055692826708157867 0.038244817672031271 0.05705298880736033 0.050060658984714068 0.062400695681571972 0.051796785990397137 0.055296295285224929 -0.10165657486234392 -0.11344249486923215 0.035498137474060054 0.053820380568504328
leaf_weight=8.0000000000000053 8.0000000000000053 6.9999999999999982 5.9999999999999991 5.9999999999999991 8.9999999999999982 4.9999999999999982 4.9999999999999982 5.9999999999999991 6.9999999999999991 5.9999999999999991 9.0000000000000018 5.9999999999999982 6 4.9999999999999982 7 5 5 6
leaf_count=8 8 7 6 6 9 5 5 6 7 6 9 6 6 5 7 5 5 6
internal_value=-0.00559741 0.0503051 -0.101253 0.0527116 -0.0922484 -0.105755 -0.103231 0.0493115 0.0474883 0.05211 0.0551274 0.054223 0.0570987 0.0524975 -0.099358 -0.110802 0.0372701 0.0544913
internal_weight=122 77 45 65 15 30 20 27 21 14 38 32 12 20 12 10 12 11
internal_count=122 77 45 65 15 30 20 27 21 14 38 32 12 20 12 10 12 11

Tree=12
num_cat=1
split_feature=2 4 6 7 7 4 7 4 4 4 4 7 4 7 4 4 7 4
split_gain=235.509 0.871948 0.658571 0.192741 0.18458 0.139192 0.18044 0.113402 0.327011 0.341047 0.059851 0.057322 0.121776 0.0439885 0.0350781 0.0293036 0.00971535 0.00214466
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 5.5000000000000009 131.00000000000003 1.5000000000000002 185.50000000000003 141.50000000000003 106.00000000000001 79.000000000000014 6.5000000000000009 112.50000000000001 4.5000000000000009 112.50000000000001 232.50000000000003 4.5000000000000009 136.50000000000003
left_child=1 3 5 7 -4 6 -2 8 9 -1 -5 14 -13 -8 -12 -7 -3 -16
right_child=2 16 4 10 -6 15 13 -9 -10 -11 11 12 -14 -15 17 -17 -18 -19
leaf_value=0.042947314977645833 -0.10358950942754737 0.036608960798808508 -0.094428997238477086 0.056953660647074383 -0.083107317818535698 -0.10258755286534629 -0.090256890058517475 0.052908184627691902 0.033952529355883602 0.0580259382724762 0.047557626499070048 0.059280661245187133 0.049206947286923722 -0.096606911222139991 0.052531480193138136 -0.10777037262916563 0.033723230361938472 0.051129361738761259
leaf_weight=10.000000000000009 8.0000000000000053 6.9999999999999982 5.9999999999999991 5.9999999999999991 8.9999999999999982 5.9999999999999982 4.9999999999999982 5.9999999999999991 4.9999999999999991 5.9999999999999991 9.0000000000000018 5.9999999999999982 6 6 4.9999999999999982 5 5 6
leaf_count=10 8 7 6 6 9 6 5 6 5 6 9 6 6 6 5 5 5 6
internal_value=-0.00531754 0.0477899 -0.0961902 0.050076 -0.087636 -0.100467 -0.0978759 0.0468459 0.0451139 0.0486018 0.052371 0.0515118 0.0542438 -0.0937205 0.0498726 -0.104943 0.0354066 0.0517667
internal_weight=122 77 45 65 15 30 19 27 21 16 38 32 12 11 20 11 12 11
internal_count=122 77 45 65 15 30 19 27 21 16 38 32 12 11 20 11 12 11

Tree=13
num_cat=1
split_feature=2 4 6 4 5 6 5 4 4 4 4 5 5 4 5 4 6
split_gain=212.547 0.786933 0.59436 0.164007 0.143328 0.137399 0.18166 0.0976542 0.159181 0.0926916 0.0726933 0.0456109 0.0425852 0.035446 0.0351199 0.0324029 0.0158901
threshold=0 298.50000000000006 4.5000000000000009 89.500000000000014 1.5000000000000002 4.5000000000000009 3.5000000000000004 100.50000000000001 122.50000000000001 106.00000000000001 232.50000000000003 2.5000000000000004 3.5000000000000004 181.00000000000003 2.5000000000000004 131.00000000000003 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 16 -2 6 7 -5 9 -9 14 -10 -3 -4 -6 -16 -1
right_child=2 12 13 5 10 -7 -8 8 11 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.050976932474545079 -0.087716078758239682 0.030111946463584907 -0.084972862601280216 0.041980826689137357 -0.097736658453941277 0.052832973854882385 0.037203376957525812 0.046743650436401336 0.041987247765064233 0.055421894788742071 -0.10238185167312622 0.047175995839966664 0.036153600897107806 -0.079816845655441282 -0.090700018405914323 -0.096392375230789168 0.054483490188916517
leaf_weight=6.9999999999999982 5.0000000000000027 4.9999999999999982 9.9999999999999982 8.9999999999999982 10.000000000000005 6.9999999999999991 5.9999999999999991 5.0000000000000027 8 7.9999999999999991 4.9999999999999991 9 7 4.9999999999999991 4.9999999999999982 5 6
leaf_count=7 5 5 10 9 10 7 6 5 8 8 5 9 7 5 5 5 6
internal_value=-0.00505166 0.0454004 -0.0913807 0.0475722 -0.0954439 0.0463164 0.0453027 0.0465488 0.0479192 0.0520841 -0.0969895 0.0447342 0.0336362 -0.0832542 -0.0956414 -0.0935462 0.0525953
internal_weight=122 77 45 65 30 52 45 39 30 13 25 17 12 15 20 10 13
internal_count=122 77 45 65 30 52 45 39 30 13 25 17 12 15 20 10 13

Tree=14
num_cat=1
split_feature=2 4 6 7 7 7 6 4 7 4 4 4 7 4 7 4 4 7 4
split_gain=191.824 0.710207 0.53641 0.166583 0.161377 0.115442 0.137917 0.114665 0.16106 0.0820371 0.0713182 0.0490044 0.0533554 0.104229 0.0398257 0.0317401 0.0234403 0.0088234 0.0012487
threshold=0 298.50000000000006 4.5000000000000009 5.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 131.00000000000003 1.5000000000000002 150.50000000000003 136.50000000000003 79.000000000000014 6.5000000000000009 112.50000000000001 4.5000000000000009 112.50000000000001 232.50000000000003 4.5000000000000009 136.50000000000003
left_child=1 4 7 -4 5 6 9 8 -2 -1 -7 -6 15 -14 -10 -13 -9 -3 -17
right_child=2 17 3 -5 11 10 -8 16 14 -11 -12 12 13 -15 -16 18 -18 -19 -20
leaf_value=0.037704374641180025 -0.093717765808105397 0.033100296344075887 -0.085544838507970178 -0.074789242611991033 0.051440245906511944 0.042197713255882244 0.051722393631935121 -0.092627357443173741 -0.081098151206970226 0.045972641805807742 0.033752705641090862 0.042732574873500385 0.053811764717102063 0.044492042561372118 -0.087140247225761414 0.047319935560226456 -0.097262759208679189 0.030350221395492552 0.046250057717164353
leaf_weight=6.0000000000000018 8.0000000000000053 6.9999999999999982 5.9999999999999991 8.9999999999999982 5.9999999999999991 5.0000000000000018 4.9999999999999991 5.9999999999999982 4.9999999999999982 6 5 9.0000000000000018 5.9999999999999982 6 6 4.9999999999999982 5 5 6
leaf_count=6 8 7 6 9 6 5 5 6 5 6 5 9 6 6 6 5 5 5 6
internal_value=-0.00479908 0.0431303 -0.0868117 -0.0790915 0.0451936 0.042238 0.0447455 -0.0906717 -0.0883197 0.0418385 0.0379752 0.0472936 0.0465161 0.0491519 -0.0843938 0.0449347 -0.0947344 0.0319544 0.0467364
internal_weight=122 77 45 15 65 27 17 30 19 12 10 38 32 12 11 20 11 12 11
internal_count=122 77 45 15 65 27 17 30 19 12 10 38 32 12 11 20 11 12 11

Tree=15
num_cat=2
split_feature=2 1 6 6 7 6 5 5 7 7 6 7 7 5 5 7 7 7 7
split_gain=183.912 1.15827 0.461214 0.231454 0.20381 0.139896 0.130364 0.116838 0.132387 0.0706917 0.0591803 0.0346006 0.0310126 0.0291013 0.0286984 0.00904402 0.00588275 0.00564434 5.7743e-05
threshold=0 1 4.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 6.5000000000000009 1.5000000000000002 4.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.5000000000000009 6.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 11 -4 6 -1 -2 9 -9 16 12 -3 -13 18 -16 -5 -11 -15
right_child=2 3 4 10 -6 -7 -8 8 -10 17 -12 13 -14 14 15 -17 -18 -19 -20
leaf_value=0.024304829724133004 -0.080554658174514737 0.043322449177503594 -0.084382748603820806 0.048573831575257423 -0.072019192576408389 0.038226461708545684 0.034054551521937058 -0.090145681798458027 -0.095601224899292001 -0.083161372797829786 0.053291441713060654 0.047439546585082981 0.038238769024610514 0.041388026128212595 0.043667568479265492 0.046313007175922391 0.04644026060899098 -0.085360920429229728 0.041607386867205304
leaf_weight=8.0000000000000018 6.0000000000000027 5.9999999999999982 4.9999999999999991 7.0000000000000018 9.9999999999999982 4.9999999999999991 5.9999999999999991 8.0000000000000053 4.9999999999999991 6.9999999999999982 6.9999999999999991 5.0000000000000027 6 6.0000000000000018 6.9999999999999982 6 6 5 6
leaf_count=8 6 6 5 7 10 5 6 8 5 7 7 5 6 6 7 6 6 5 6
internal_value=-0.00349491 0.041848 -0.0833378 0.0451579 -0.0761404 0.0310473 0.0284833 -0.0868204 -0.0883242 -0.086505 0.0495849 0.0430497 0.0407806 0.0439574 0.0432609 0.0448885 0.0475891 -0.0840779 0.0414977
internal_weight=127 81 46 62 15 19 14 31 25 20 20 42 12 30 25 13 13 12 12
internal_count=127 81 46 62 15 19 14 31 25 20 20 42 12 30 25 13 13 12 12

Tree=16
num_cat=1
split_feature=2 4 6 7 4 4 7 6 5 7 4 7 7 4 4 4 4 5 4
split_gain=165.98 0.787022 0.416246 0.183939 0.182425 0.152363 0.272092 0.142197 0.105446 0.119479 0.0785987 0.0637992 0.0627326 0.0734107 0.0611606 0.0450377 0.0356034 0.0251959 0.00736315
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 91.000000000000014 106.00000000000001 4.5000000000000009 3.5000000000000004 1.5000000000000002 6.5000000000000009 365.00000000000006 1.5000000000000002 2.5000000000000004 141.50000000000003 122.50000000000001 141.50000000000003 136.50000000000003 4.5000000000000009 75.500000000000014
left_child=1 4 8 -4 18 6 -6 12 -2 11 -3 -10 -7 14 -14 -13 -5 -12 -1
right_child=2 10 3 16 5 7 -8 -9 9 -11 17 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.048768293006079544 -0.076526922980944267 0.034229056537151324 -0.08016361236572267 -0.065434801578521745 0.028554345667362216 0.044996227962630114 0.042300359076923796 0.04824183450804817 -0.085638396441936424 -0.090821164846420291 0.02507008612155915 -0.07624959707260133 0.040655024598042155 0.043528438678809574 0.033515894661347072 -0.082462788479668758 -0.071401661634445182 0.030089639723300927 0.046381313105424239
leaf_weight=6.9999999999999982 6.0000000000000027 8.0000000000000018 4.9999999999999991 4.9999999999999982 5.9999999999999991 7.0000000000000027 8.9999999999999982 8.9999999999999982 8.0000000000000053 4.9999999999999991 4.9999999999999982 4.9999999999999982 6.0000000000000018 6.9999999999999991 6 7 5 5 6
leaf_count=7 6 8 5 5 6 7 9 9 8 5 5 5 6 7 6 7 5 5 6
internal_value=-0.00332017 0.0397556 -0.0791709 -0.0723334 0.04239 0.0410181 0.036802 0.042825 -0.0824794 -0.083908 0.0305351 -0.0821797 0.0409499 0.0394592 0.0370855 -0.079874 -0.0684182 0.0275799 0.0476666
internal_weight=127 81 46 15 63 50 15 35 31 25 18 20 26 19 12 12 10 10 13
internal_count=127 81 46 15 63 50 15 35 31 25 18 20 26 19 12 12 10 10 13

Tree=17
num_cat=1
split_feature=2 4 6 7 4 4 7 6 5 7 7 5 7 7 4 4 4 4 4
split_gain=149.797 0.710287 0.375662 0.166005 0.164638 0.137508 0.245563 0.128333 0.0951653 0.10783 0.0772983 0.161305 0.0575788 0.0566162 0.0662531 0.0551974 0.0406465 0.0321321 0.00664525
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 91.000000000000014 106.00000000000001 4.5000000000000009 3.5000000000000004 1.5000000000000002 6.5000000000000009 5.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 141.50000000000003 122.50000000000001 141.50000000000003 136.50000000000003 75.500000000000014
left_child=1 4 8 -4 18 6 -6 13 -2 12 11 -3 -10 -7 15 -15 -14 -5 -1
right_child=2 10 3 17 5 7 -8 -9 9 -11 -12 -13 16 14 -16 -17 -18 -19 -20
leaf_value=0.046329878909247273 -0.072700577974319419 0.021819841648851115 -0.076155431270599372 -0.062163060903549207 0.027126628160476687 0.042746417863028373 0.0401853405767017 0.045829742981327908 -0.081356478482484743 -0.086280105113983152 0.034291607737541197 0.032992098977168392 -0.072437117099761972 0.038622272014617903 0.041352016798087532 0.031840100884437554 -0.078339649098260064 -0.067831580638885489 0.044062246382236478
leaf_weight=6.9999999999999982 6.0000000000000027 7.0000000000000018 4.9999999999999991 4.9999999999999982 5.9999999999999991 7.0000000000000027 8.9999999999999982 8.9999999999999982 8.0000000000000053 4.9999999999999991 4.9999999999999991 6 4.9999999999999982 6.0000000000000018 6.9999999999999991 6 7 5 6
leaf_count=7 6 7 5 5 6 7 9 9 8 5 5 6 5 6 7 6 7 5 6
internal_value=-0.00315416 0.0377678 -0.0752124 -0.0687167 0.0402705 0.0389672 0.0349619 0.0406837 -0.0783555 -0.0797126 0.0290083 0.0269763 -0.0780707 0.0389024 0.0374862 0.0352312 -0.0758803 -0.0649973 0.0452833
internal_weight=127 81 46 15 63 50 15 35 31 25 18 13 20 26 19 12 12 10 13
internal_count=127 81 46 15 63 50 15 35 31 25 18 13 20 26 19 12 12 10 13

Tree=18
num_cat=3
split_feature=2 1 6 6 7 6 5 1 6 5 6 5 7 5 5 7 7 7 7
split_gain=135.192 0.938556 0.339035 0.181717 0.149819 0.106827 0.106286 0.0941621 0.0520215 0.0482709 0.0651512 0.0275626 0.112169 0.0159105 0.032479 0.00462947 0.0013443 0.000623264 0.000410223
threshold=0 1 4.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 2 4.5000000000000009 1.5000000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 6.5000000000000009 5.5000000000000009 5.5000000000000009 5.5000000000000009
decision_type=1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 11 -4 6 -1 9 15 -2 17 12 -3 -14 18 -5 -16 -11 -15
right_child=2 3 4 8 -6 -7 -8 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.020143485069274894 -0.069065547982851624 0.031278531532734632 -0.07234766006469727 0.041783871395247307 -0.061747453212738036 0.032430474460124974 0.028946905086437866 -0.079540187120437589 0.046256643533706669 -0.075789108446666142 -0.069393632411956785 0.0404752779006958 0.040531876683235143 0.035299766560395553 0.038741608460744217 0.039891167481740313 0.039800025522708893 -0.076483577489852905 0.035884448140859601
leaf_weight=8.0000000000000018 6.0000000000000027 7.9999999999999991 4.9999999999999991 7.0000000000000018 9.9999999999999982 4.9999999999999991 5.9999999999999991 7.0000000000000027 6.9999999999999991 7.0000000000000018 4.9999999999999991 4.9999999999999991 5.0000000000000027 6 6 6 6 6 6
leaf_count=8 6 8 5 7 10 5 6 7 7 7 5 5 5 6 6 6 6 6 6
internal_value=-0.00299645 0.0358794 -0.0714518 0.0388589 -0.0652809 0.0261569 0.0239164 -0.0744377 0.0427815 -0.0729494 -0.0742441 0.0369909 0.0365201 0.037966 0.0374315 0.0409103 0.0392708 -0.0761096 0.0355921
internal_weight=127 81 46 62 15 19 14 31 20 24 18 42 37 29 24 13 12 13 12
internal_count=127 81 46 62 15 19 14 31 20 24 18 42 37 29 24 13 12 13 12
cat_threshold=2 16 1

Tree=19
num_cat=3
split_feature=2 1 6 6 4 4 6 5 4 1 4 4 5 4 4 4 5 6
split_gain=122.011 0.847047 0.305979 0.163999 0.121363 0.135243 0.0964115 0.0959231 0.0883467 0.0849812 0.0624554 0.103838 0.0621126 0.0437445 0.0398509 0.0318226 0.0199625 0.039295
threshold=0 1 4.5000000000000009 3.5000000000000004 106.00000000000001 91.000000000000014 3.5000000000000004 4.5000000000000009 162.50000000000003 2 91.000000000000014 136.50000000000003 2.5000000000000004 131.00000000000003 109.50000000000001 185.50000000000003 1.5000000000000002 3.5000000000000004
decision_type=1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 6 9 10 5 -5 7 -1 -4 13 -3 12 14 16 -12 -13 -2 -18
right_child=2 3 8 4 -6 -7 -8 -9 -10 -11 11 15 -14 -15 -16 -17 17 -19
leaf_value=0.019136310741305344 -0.065612269441286647 0.039864253501097367 -0.064730154871940615 0.041948415551866791 0.045412727817893031 0.031181669831275932 0.030808951258659362 0.027499559770027798 -0.056590130329132085 -0.075563175337655164 0.036675153885568877 0.03999356659395354 0.028239109686442783 -0.072628578117915565 0.03133989849260875 0.035377317108213902 -0.071925654013951637 -0.06592395067214965
leaf_weight=8.0000000000000018 6.0000000000000062 5.9999999999999991 9.9999999999999982 7.0000000000000018 7.9999999999999991 5 4.9999999999999991 5.9999999999999991 4.9999999999999991 7.0000000000000027 7.0000000000000018 6.9999999999999991 6.9999999999999991 6.9999999999999991 7 7.9999999999999991 5.9999999999999982 5
leaf_count=8 6 6 10 7 8 5 5 6 5 7 7 7 7 7 7 8 6 5
internal_value=-0.00284663 0.0340854 -0.0678792 0.0369159 0.0406425 0.0374623 0.0248491 0.0227206 -0.0620168 -0.0707158 0.0351414 0.0343542 0.0320847 -0.069302 0.0340075 0.0375316 -0.0679322 -0.0691976
internal_weight=127 81 46 62 20 12 19 14 15 31 42 36 21 24 14 15 17 11
internal_count=127 81 46 62 20 12 19 14 15 31 42 36 21 24 14 15 17 11

Tree=20
num_cat=1
split_feature=2 4 6 5 4 4 4 5 4 4 6 5 4 5 4 4 6
split_gain=103.717 0.542975 0.363012 0.13547 0.180341 0.222709 0.262389 0.236708 0.111575 0.0518849 0.0656937 0.0579401 0.0428298 0.0395728 0.0193609 0.0187053 0.00544517
threshold=0 298.50000000000006 4.5000000000000009 3.5000000000000004 150.50000000000003 122.50000000000001 106.00000000000001 2.5000000000000004 79.000000000000014 89.500000000000014 3.5000000000000004 2.5000000000000004 162.50000000000003 4.5000000000000009 91.000000000000014 136.50000000000003 3.5000000000000004
left_child=1 3 9 4 5 6 7 8 -1 -2 11 -11 -4 -3 -10 -7 -16
right_child=2 13 12 -5 -6 15 -8 -9 14 10 -12 -13 -14 -15 16 -17 -18
leaf_value=0.039148781299591054 -0.064410558938980053 0.020740637369453911 -0.061543534199396781 0.027414122223854066 0.040883367922570968 0.026546841487288475 0.042756118708186686 0.023103654533624649 0.030242580175399766 -0.071033511559168441 -0.074514860908190414 -0.064968254736491621 -0.055569296081860856 0.02588841595820018 0.034786256154378262 0.029966024681925774 0.032656082014242804
leaf_weight=10.000000000000002 5.0000000000000027 7.9999999999999982 5.9999999999999982 7.9999999999999991 8.9999999999999982 7.9999999999999991 8.9999999999999982 4.9999999999999991 6.0000000000000027 9.0000000000000053 5.9999999999999991 6.9999999999999991 6 7 5.9999999999999982 7.9999999999999991 6
leaf_count=10 5 8 6 8 9 8 9 5 6 9 6 7 6 7 6 8 6
internal_value=0.00231421 0.031827 -0.0657923 0.0335638 0.0342981 0.0332763 0.0351886 0.0331247 0.0349142 -0.0690082 -0.0700531 -0.06838 -0.0585564 0.0231429 0.0325616 0.0282564 0.0337212
internal_weight=129 90 39 75 67 58 42 33 28 27 22 16 12 15 18 16 12
internal_count=129 90 39 75 67 58 42 33 28 27 22 16 12 15 18 16 12

Tree=21
num_leaves=21
num_cat=1
split_feature=2 4 6 7 4 4 4 7 7 7 4 4 4 4 4 4 7 7 4 6
split_gain=93.6043 0.490035 0.327618 0.200967 0.129911 0.119229 0.131661 0.0811979 0.0804352 0.0616071 0.0601747 0.0491806 0.0429611 0.0725773 0.0178777 0.0341697 0.0127605 0.00927717 0.0112788 0.00490232
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 185.50000000000003 131.00000000000003 98.500000000000014 6.5000000000000009 6.5000000000000009 1.5000000000000002 122.50000000000001 141.50000000000003 100.50000000000001 75.500000000000014 349.50000000000006 461.50000000000006 5.5000000000000009 4.5000000000000009 98.500000000000014 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 -1 -4 9 -2 12 -12 13 -5 -3 -16 -15 18 -11 -7
right_child=2 14 7 10 -6 19 -8 -9 -10 17 11 -13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=0.025860323839717422 -0.068129970346178265 0.019544630646705627 -0.059104657173156751 0.038674437503019923 0.03471493320539594 0.022021348029375082 0.03467602860182524 -0.050762105584144582 -0.071282289028167731 -0.063249207735061652 0.029455013242032792 0.035639797151088719 0.038523101806640626 0.030283516148726149 0.026129107475280768 0.02028362438082695 0.033703621029853817 -0.064207788705825816 -0.059890811443328855 0.024235466122627253
leaf_weight=9.0000000000000053 7.0000000000000062 4.9999999999999991 6.9999999999999982 6.0000000000000062 7.9999999999999991 4.9999999999999982 7.9999999999999991 5 4.9999999999999991 4.9999999999999982 8.9999999999999982 4.9999999999999991 8.9999999999999982 5.9999999999999982 4.9999999999999982 5 5 4.9999999999999991 5 5
leaf_count=9 7 5 7 6 8 5 8 5 5 5 9 5 9 6 5 5 5 5 5 5
internal_value=0.0021985 0.0302357 -0.0625027 0.0318856 0.0291187 0.0274606 0.0300089 -0.0556286 -0.0655578 -0.0642568 0.0343067 0.0316639 0.0357298 0.0342509 0.0219858 0.0232064 0.0318381 -0.0624493 -0.06157 0.0231284
internal_weight=129 90 39 75 35 27 17 12 27 22 40 14 26 17 15 10 11 15 10 10
internal_count=129 90 39 75 35 27 17 12 27 22 40 14 26 17 15 10 11 15 10 10

Tree=22
num_cat=1
split_feature=2 4 6 5 4 4 4 5 4 4 6 5 4 5 4 4 4
split_gain=84.4779 0.442256 0.295676 0.124316 0.164665 0.184139 0.22445 0.206929 0.0972397 0.0464449 0.0579123 0.0492716 0.041547 0.0347658 0.0183497 0.0167593 0.00536557
threshold=0 298.50000000000006 4.5000000000000009 3.5000000000000004 150.50000000000003 122.50000000000001 106.00000000000001 2.5000000000000004 79.000000000000014 89.500000000000014 3.5000000000000004 2.5000000000000004 162.50000000000003 4.5000000000000009 136.50000000000003 91.000000000000014 100.50000000000001
left_child=1 3 9 4 5 6 7 8 -1 -2 11 -11 -4 -3 -7 -10 -17
right_child=2 13 12 -5 -6 14 -8 -9 15 10 -12 -13 -14 -15 -16 16 -18
leaf_value=0.035474686622619621 -0.057929955124855007 0.018634830601513389 -0.055789208412170423 0.024400259368121624 0.037287297348181411 0.023760578129440546 0.038756276170412704 0.020478835180401805 0.027167632865409044 -0.064144593477249087 -0.067457696795463568 -0.058551425593239927 -0.049905118842919663 0.023459831944533757 0.027147105336189272 0.031297633051872262 0.029153090268373483
leaf_weight=10.000000000000002 5.0000000000000027 7.9999999999999982 5.9999999999999982 7.9999999999999991 8.9999999999999982 7.9999999999999991 8.9999999999999982 4.9999999999999991 6.0000000000000027 9.0000000000000053 5.9999999999999991 6.9999999999999991 6 7 7.9999999999999991 6.9999999999999982 5
leaf_count=10 5 8 6 8 9 8 9 5 6 9 6 7 6 7 8 7 5
internal_value=0.00208857 0.0287239 -0.0593775 0.0302914 0.0309948 0.0300183 0.0317572 0.0298484 0.0315215 -0.0622799 -0.0632685 -0.0616976 -0.0528472 0.0208865 0.0254538 0.0293253 0.0304041
internal_weight=129 90 39 75 67 58 42 33 28 27 22 16 12 15 16 18 12
internal_count=129 90 39 75 67 58 42 33 28 27 22 16 12 15 16 18 12

Tree=23
num_cat=2
split_feature=2 5 6 7 7 6 7 7 5 7 5 1 5 7 7 5 5 5
split_gain=76.2413 0.326821 0.266847 0.195465 0.093461 0.145989 0.0761058 0.0707246 0.0584111 0.0409641 0.0292818 0.0257855 0.0208831 0.0222874 0.0323055 0.00798737 0.00729995 6.18026e-05
threshold=0 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 6.5000000000000009 6.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 1 1.5000000000000002 5.5000000000000009 6.5000000000000009 2.5000000000000004 2.5000000000000004 2.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 4 7 10 5 15 -4 8 -2 -7 -3 -10 -6 17 16 -1 -15 -14
right_child=2 3 6 -5 12 9 -8 -9 11 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.024730143004230071 -0.060768198370933495 0.023568736910819996 -0.053570111734526506 0.016117495050032935 0.032923883625439236 0.032773609459400187 -0.045493381023406977 -0.064533746242523199 -0.057552917940276054 0.027536116380776677 0.028979998528957364 -0.052851653099060016 0.031646615763505304 0.025671363174915304 0.030914367735385896 0.022478178557422422 0.028258180618286128 0.031884633377194403
leaf_weight=7.0000000000000044 10.000000000000005 5.0000000000000018 6.9999999999999982 8.9999999999999982 6.9999999999999991 7.9999999999999982 5 4.9999999999999991 6.9999999999999947 7 5 5.0000000000000036 5.9999999999999982 5.0000000000000018 10.999999999999998 9 6 5
leaf_count=7 10 5 7 9 7 8 5 5 7 7 5 5 6 5 11 9 6 5
internal_value=0.00198414 0.0272877 -0.0564086 0.0214632 0.0288463 0.0267857 -0.0502048 -0.0591659 -0.0579459 0.0303294 0.0262744 -0.0555941 0.0304433 0.0299172 0.0289984 0.0234634 0.0270824 0.0317548
internal_weight=129 90 39 19 71 31 12 27 22 15 10 12 40 33 22 16 11 11
internal_count=129 90 39 19 71 31 12 27 22 15 10 12 40 33 22 16 11 11

Tree=24
num_cat=2
split_feature=2 4 6 7 4 1 6 7 7 7 6 4 4 4 4 4 4 7 7 4
split_gain=68.8078 0.373694 0.24083 0.167321 0.123599 0.142691 0.154249 0.0686855 0.0638289 0.0517383 0.0474978 0.0435169 0.0398697 0.0362038 0.0565758 0.0135148 0.0301473 0.0109323 0.00836487 0.00902855
threshold=0 298.50000000000006 4.5000000000000009 4.5000000000000009 106.00000000000001 1 3.5000000000000004 6.5000000000000009 6.5000000000000009 1.5000000000000002 3.5000000000000004 122.50000000000001 141.50000000000003 100.50000000000001 75.500000000000014 349.50000000000006 461.50000000000006 5.5000000000000009 4.5000000000000009 98.500000000000014
decision_type=1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 10 6 -6 -4 9 -2 -1 13 -13 14 -5 -3 -17 -16 19 -11
right_child=2 15 7 11 5 -7 -8 -9 -10 18 -12 12 -14 -15 17 16 -18 -19 -20 -21
leaf_value=0.017151241675019271 -0.058598096030098995 0.016596518903970719 -0.050891604593821943 0.033331430951754219 0.025431591804538446 0.022283919072813459 0.036356747398773828 -0.04321871161460876 -0.061307058334350586 -0.054059700369834908 0.023363484349101779 0.025337012857198717 0.030905650854110719 0.033347709808084706 0.025856663783391323 0.022525572776794438 0.017034914940595624 0.029022302925586697 -0.055062049031257637 -0.051054944992065421
leaf_weight=4.9999999999999973 7.0000000000000062 4.9999999999999991 6.9999999999999982 6.0000000000000062 7.0000000000000018 8.9999999999999982 6 5 4.9999999999999991 4.9999999999999982 8 8.9999999999999982 4.9999999999999991 8.9999999999999982 5.9999999999999982 4.9999999999999982 5 5 4.9999999999999991 5
leaf_count=5 7 5 7 6 7 9 6 5 5 5 8 9 5 9 6 5 5 5 5 5
internal_value=0.00188494 0.0259233 -0.0535882 0.0273642 0.0248395 0.0271235 0.030474 -0.0476946 -0.0562076 -0.0550486 0.0209742 0.0295733 0.0273258 0.0307834 0.0294259 0.018719 0.0197802 0.0272956 -0.0533922 -0.0525573
internal_weight=129 90 39 75 35 22 13 12 27 22 13 40 14 26 17 15 10 11 15 10
internal_count=129 90 39 75 35 22 13 12 27 22 13 40 14 26 17 15 10 11 15 10

Tree=25
num_cat=1
split_feature=7 4 6 4 4 4 5 4 4 4 4 4 1 7 4 4 4
split_gain=2.72818 6.54798 2.40525 2.22744 2.67251 1.12988 1.03224 0.784585 0.737249 1.46227 0.811512 0.695933 0.366847 1.14236 0.330334 0.177931 0.0428957
threshold=2.5000000000000004 136.50000000000003 4.5000000000000009 136.50000000000003 185.50000000000003 72.000000000000014 1.5000000000000002 91.000000000000014 131.00000000000003 150.50000000000003 112.50000000000001 255.00000000000003 0 4.5000000000000009 98.500000000000014 98.500000000000014 100.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 7 5 15 -5 -2 -7 -1 10 -10 14 -3 13 -11 -8 -4 -16
right_child=2 11 3 4 -6 6 8 -9 9 12 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.051553069055080392 0.027126214001327753 0.026531999111175538 0.014647735655307761 -0.047569547096888237 -0.00037743498881657913 -0.0085070103406906135 0.017560809105634675 -0.0269132741859981 -0.012675031357341339 0.018788692494854334 0.027770004173119863 0.0027529015671461823 0.022017662475506461 -0.011677086353301998 0.00090695023536682153 0.0013086715340614318 0.0069705884637577186
leaf_weight=6.0000000000000018 7.9999999999999991 4.9999999999999991 5.0000000000000018 5.9999999999999982 6 8.9999999999999982 8.0000000000000053 7 9.0000000000000018 7.9999999999999991 8.9999999999999982 7.9999999999999991 6.0000000000000009 5.0000000000000009 4.9999999999999982 5 7
leaf_count=6 8 5 5 6 6 9 8 7 9 8 9 8 6 5 5 5 7
internal_value=0.00117392 -0.0131934 0.00506507 -0.00944999 -0.0239735 0.00938036 0.00722935 -0.0382855 0.00971404 0.00392696 0.0153016 0.0118987 0.0117911 0.00707109 0.00969077 0.0079782 0.00444407
internal_weight=122 26 96 22 12 74 66 13 57 28 29 13 19 13 20 10 12
internal_count=122 26 96 22 12 74 66 13 57 28 29 13 19 13 20 10 12
cat_threshold=16

Tree=26
num_cat=2
split_feature=2 4 1 4 4 7 7 4 7 4 4 7 4 4 6 4 6 4 7
split_gain=60.1024 0.520396 0.171171 0.15004 0.097878 0.0859313 0.0895774 0.144161 0.0796731 0.0923384 0.176951 0.0734453 0.148138 0.0681407 0.0455502 0.0379816 0.0383739 0.00934027 0.00289175
threshold=0 365.00000000000006 1 232.50000000000003 150.50000000000003 4.5000000000000009 5.5000000000000009 112.50000000000001 7.5000000000000009 162.50000000000003 89.500000000000014 3.5000000000000004 131.00000000000003 232.50000000000003 3.5000000000000004 122.50000000000001 3.5000000000000004 195.50000000000003 6.5000000000000009
decision_type=1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 15 -7 14 9 10 -2 -12 -13 -11 -8 16 -4 -6 -9
right_child=8 -3 3 -5 17 6 7 18 -10 13 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.036338846087455745 -0.044416560605168326 0.013977037789300085 0.027952425181865682 0.0198203053857599 0.033600286543369301 0.03247272190120485 0.032800855381148193 0.022925788015127187 -0.042297734022140508 -0.04082288563251496 -0.05735749048846106 -0.044449766278266918 -0.056102780501047771 -0.049077625274658199 0.026863919943571086 0.020257964134216308 0.02271697447369141 0.030544101297855369 0.021225273609161377
leaf_weight=5 8.0000000000000018 7.9999999999999991 7.0000000000000018 6.9999999999999991 4.9999999999999982 8.9999999999999982 7.0000000000000018 4.9999999999999982 4.9999999999999991 4.9999999999999982 7.0000000000000027 4.9999999999999982 6 5 6 4.9999999999999991 7 5 5
leaf_count=5 8 8 7 7 5 9 7 5 5 5 7 5 6 5 6 5 7 5 5
internal_value=0.00111523 0.0260833 0.02741 0.0267535 0.0275491 0.0266623 0.0282437 0.0265889 -0.048212 -0.0490334 -0.0506039 -0.0533538 -0.050806 -0.0449503 0.0300607 0.0239987 0.0253347 0.0320722 0.0220755
internal_weight=122 81 73 68 61 51 32 23 41 36 26 18 11 10 13 19 14 10 10
internal_count=122 81 73 68 61 51 32 23 41 36 26 18 11 10 13 19 14 10 10
cat_threshold=2 4

Tree=27
num_cat=2
split_feature=2 4 1 4 4 7 7 4 6 4 4 4 4 6 6 4 4 7
split_gain=54.2424 0.469658 0.154482 0.135411 0.0883349 0.077553 0.0808437 0.130105 0.0736917 0.0820287 0.0574 0.0414134 0.0342784 0.0346325 0.0257699 0.00842959 0.00681619 0.0026098
threshold=0 365.00000000000006 1 232.50000000000003 150.50000000000003 4.5000000000000009 5.5000000000000009 112.50000000000001 4.5000000000000009 89.500000000000014 162.50000000000003 95.500000000000014 122.50000000000001 3.5000000000000004 3.5000000000000004 195.50000000000003 109.50000000000001 6.5000000000000009
decision_type=1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 -7 11 9 -2 -10 -8 13 -4 16 -6 -11 -9
right_child=8 -3 3 -5 15 6 7 17 10 14 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.03452190220355987 -0.042966752126812918 0.013278185669332743 0.026554804029209261 0.018829290196299555 0.03192027211189271 0.030849086410469479 0.026326647773385038 0.021779498308897024 -0.045766391072954458 -0.051722586154937716 -0.039101807773113249 0.032127369642257694 0.019245066046714783 0.021581126616469451 -0.046511497667857581 0.029016896188259117 -0.049369256943464279 0.020164009705185889
leaf_weight=5 8.0000000000000018 7.9999999999999991 7.0000000000000018 6.9999999999999991 4.9999999999999982 8.9999999999999982 8.0000000000000018 4.9999999999999982 6.9999999999999982 5.0000000000000027 6 4.9999999999999991 4.9999999999999991 7 6.9999999999999991 5 7.9999999999999991 5
leaf_count=5 8 8 7 7 5 9 8 5 7 5 6 5 5 7 7 5 8 5
internal_value=0.00105947 0.0247792 0.0260395 0.0254158 0.0261717 0.0253291 0.0268315 0.0252595 -0.0458014 -0.0472458 -0.0426904 0.0285577 0.0227988 0.024068 -0.0489574 0.0304686 -0.0502744 0.0209718
internal_weight=122 81 73 68 61 51 32 23 41 28 13 13 19 14 20 10 13 10
internal_count=122 81 73 68 61 51 32 23 41 28 13 13 19 14 20 10 13 10

Tree=28
num_cat=2
split_feature=2 4 1 4 4 7 4 4 7 7 4 7 4 4 6 4 6 4 7
split_gain=48.9538 0.423866 0.13942 0.122208 0.0797223 0.0709654 0.077998 0.150177 0.0699916 0.0729614 0.11742 0.0665537 0.134723 0.05806 0.0394156 0.0309363 0.0312558 0.0076077 0.00235535
threshold=0 365.00000000000006 1 232.50000000000003 150.50000000000003 7.5000000000000009 162.50000000000003 89.500000000000014 4.5000000000000009 5.5000000000000009 112.50000000000001 3.5000000000000004 131.00000000000003 232.50000000000003 3.5000000000000004 122.50000000000001 3.5000000000000004 195.50000000000003 6.5000000000000009
left_child=1 2 -1 4 8 6 7 -2 15 -10 14 -9 -13 -8 -11 16 -4 -6 -12
right_child=5 -3 3 -5 17 -7 13 11 9 10 18 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.032795808911323547 -0.040029897168278677 0.012614276353269817 0.025227063661441198 0.017887825864766324 0.030324258357286461 -0.037929608225822448 -0.036723977327346807 -0.052074506027357893 0.029306632114781274 0.029678745780672335 0.020690523907542235 -0.039776355028152473 -0.050889226297537483 -0.044343687891960137 0.024156052122513452 0.018282812535762787 0.020502069459429808 0.027566051781177516 0.019155809059739112
leaf_weight=5 8.0000000000000018 7.9999999999999991 7.0000000000000018 6.9999999999999991 4.9999999999999982 4.9999999999999991 4.9999999999999982 7.0000000000000027 8.9999999999999982 7.0000000000000018 4.9999999999999982 4.9999999999999982 6 5 6 4.9999999999999991 7 5 5
leaf_count=5 8 8 7 7 5 5 5 7 9 7 5 5 6 5 6 5 7 5 5
internal_value=0.00100649 0.0235402 0.0247376 0.024145 0.0248631 -0.0435113 -0.0442866 -0.0457299 0.0240627 0.02549 0.0239965 -0.0482633 -0.0458379 -0.0405338 0.0271298 0.0216588 0.0228646 0.0289452 0.0199232
internal_weight=122 81 73 68 61 41 36 26 51 32 23 18 11 10 13 19 14 10 10
internal_count=122 81 73 68 61 41 36 26 51 32 23 18 11 10 13 19 14 10 10

Tree=29
num_cat=2
split_feature=2 4 1 4 5 4 4 4 6 4 4 5 6 5 4 4 4
split_gain=44.1808 0.382539 0.125826 0.110293 0.0840673 0.126091 0.0719494 0.0554696 0.06802 0.0392712 0.0710922 0.0244722 0.033087 0.0208448 0.011219 0.00686595 0.00652987
threshold=0 365.00000000000006 1 232.50000000000003 2.5000000000000004 89.500000000000014 150.50000000000003 131.00000000000003 4.5000000000000009 122.50000000000001 106.00000000000001 1.5000000000000002 3.5000000000000004 2.5000000000000004 100.50000000000001 195.50000000000003 68.500000000000014
decision_type=1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -2 9 -6 -9 10 11 16 -13 -11 -7 -8 -4
right_child=4 -3 3 -5 7 14 15 8 -10 13 -12 12 -14 -15 -16 -17 -18
leaf_value=0.031156018972396844 -0.03843232952058314 0.011983562586829068 0.023146075755357733 0.016993434381272113 -0.034378843903541539 -0.047716641000338976 0.028808045536279688 -0.043999169554029202 -0.037028821877070836 0.018274354934692386 0.027831452153623107 0.023407709468156093 0.019228886854317454 0.022442167500654853 -0.044885817595890588 0.026187749505043025 0.025478791197141012
leaf_weight=5 8.0000000000000018 7.9999999999999991 6.0000000000000018 6.9999999999999991 5.0000000000000027 6.9999999999999982 4.9999999999999982 6.9999999999999982 7 5.9999999999999982 7.9999999999999991 10.000000000000002 8.9999999999999982 6 7 5 6
leaf_count=5 8 8 6 7 5 7 5 7 7 6 8 10 9 6 7 5 6
internal_value=0.000956169 0.0223632 0.0235007 0.0229378 -0.0413358 -0.0434398 0.0236199 -0.0388995 -0.040514 0.0228595 0.0236292 0.0225447 0.0214283 0.0203583 -0.0463012 0.0274979 0.0243124
internal_weight=122 81 73 68 41 22 61 19 14 51 39 31 19 12 14 10 12
internal_count=122 81 73 68 41 22 61 19 14 51 39 31 19 12 14 10 12

Tree=30
num_cat=1
split_feature=2 7 4 6 5 4 6 5 6 4 5 7 7 5 4 6 5 4 4
split_gain=41.9236 0.278642 0.181824 0.162497 0.0905484 0.0708233 0.0661489 0.135855 0.525007 0.147715 0.10315 0.180741 0.064237 0.0619594 0.0320922 0.0372673 0.0261659 0.00471299 0.00099674
threshold=0 6.5000000000000009 365.00000000000006 4.5000000000000009 1.5000000000000002 150.50000000000003 4.5000000000000009 2.5000000000000004 3.5000000000000004 100.50000000000001 4.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 89.500000000000014 3.5000000000000004 2.5000000000000004 100.50000000000001 68.500000000000014
left_child=1 2 4 12 18 17 7 9 10 -6 11 -9 14 -5 -2 16 -16 -3 -1
right_child=3 5 -4 13 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.022757275998592383 -0.038582208752632102 0.022408263598169591 0.011154211987741292 -0.038846543431282049 0.027409709493319195 0.030291916429996492 0.022741362984691347 0.010714827238449014 0.00078471841290593156 0.017031424143351615 0.025046568512916569 0.02119031235575676 -0.047663123011589051 -0.032125029712915414 -0.04705828726291654 -0.039720070362091069 -0.04216079811255137 0.024317964507887757 0.023713141183058419
leaf_weight=4.9999999999999982 7.0000000000000062 7.0000000000000018 7.9999999999999991 7.9999999999999982 5.9999999999999991 4.9999999999999991 6.9999999999999991 7.0000000000000098 4.9999999999999991 7.9999999999999991 4.9999999999999991 9.9999999999999982 4.9999999999999991 6 5.0000000000000018 6.9999999999999991 6 6 6
leaf_count=5 7 7 8 8 6 5 7 7 5 8 5 10 5 6 5 7 6 6 6
internal_value=-0.000796307 0.0197116 0.0182278 -0.0404139 0.0191869 0.0252347 0.0182492 0.0174823 0.0154098 0.0214793 0.0187336 0.0168769 -0.0424896 -0.0359659 -0.0414549 -0.042572 -0.0443869 0.0232897 0.0232787
internal_weight=129 85 67 44 59 18 48 41 27 14 22 17 30 14 25 18 11 13 11
internal_count=129 85 67 44 59 18 48 41 27 14 22 17 30 14 25 18 11 13 11

Tree=31
num_cat=2
split_feature=2 7 4 6 4 7 4 4 1 4 4 6 4 4 4 6 4 4 4
split_gain=37.8361 0.251474 0.164096 0.146653 0.0639181 0.0579739 0.0523847 0.0678527 0.153208 0.097058 0.0745392 0.0633921 0.0515014 0.0320969 0.0289632 0.0336337 0.0281375 0.00472976 0.0034665
threshold=0 6.5000000000000009 365.00000000000006 4.5000000000000009 150.50000000000003 6.5000000000000009 91.000000000000014 185.50000000000003 1 141.50000000000003 112.50000000000001 3.5000000000000004 66.000000000000014 150.50000000000003 89.500000000000014 3.5000000000000004 131.00000000000003 109.50000000000001 131.00000000000003
decision_type=1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 17 14 12 9 -9 10 11 -8 -1 -5 -2 18 -12 -3 -16
right_child=3 4 -4 13 -6 -7 7 8 -10 -11 16 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.017630881195267047 -0.036653098251138376 0.022879157029092302 0.010596501571126283 -0.036240928247570997 0.028777320683002473 -0.04527996599674225 0.012651188712981008 0.015893118090129322 0.027352665662765507 0.011048084391014916 0.023013294736544298 0.019286118199427923 0.02394374715430396 -0.031403163075447077 -0.042977850139141072 -0.037734066588538034 0.018170992098748683 0.020918818078935149 -0.04119526088237762
leaf_weight=5.9999999999999982 7.0000000000000062 8.0000000000000018 7.9999999999999991 7.9999999999999982 4.9999999999999991 4.9999999999999991 9.0000000000000018 7 4.9999999999999982 6.9999999999999991 5.9999999999999982 5.9999999999999991 7 6 6.0000000000000018 6.9999999999999991 6 4.9999999999999991 5
leaf_count=6 7 8 8 8 5 5 9 7 5 7 6 6 7 6 6 7 6 5 5
internal_value=-0.000756492 0.018726 0.0173164 -0.0383932 0.023973 -0.0403651 0.0182276 0.0174355 0.0206679 0.0162947 0.0176549 0.0153052 0.0210301 -0.0341676 -0.0393821 -0.0404434 0.0205921 0.0221252 -0.0421676
internal_weight=129 85 67 44 18 30 59 46 12 34 27 15 13 14 25 18 12 13 11
internal_count=129 85 67 44 18 30 59 46 12 34 27 15 13 14 25 18 12 13 11

Tree=32
num_cat=2
split_feature=2 7 4 6 4 7 4 4 1 4 4 4 4 6 4 4 6 4 4
split_gain=34.1471 0.226956 0.148096 0.132354 0.0576861 0.0523214 0.0472772 0.0612371 0.13827 0.0875948 0.0692474 0.0551673 0.04648 0.0404252 0.0289674 0.0261393 0.0303544 0.0046451 0.00312852
threshold=0 6.5000000000000009 365.00000000000006 4.5000000000000009 150.50000000000003 6.5000000000000009 91.000000000000014 185.50000000000003 1 141.50000000000003 117.50000000000001 100.50000000000001 66.000000000000014 3.5000000000000004 150.50000000000003 89.500000000000014 3.5000000000000004 100.50000000000001 131.00000000000003
left_child=1 2 6 5 17 15 12 9 -9 10 11 13 -1 -8 -5 -2 18 -3 -17
right_child=3 4 -4 14 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.016749336694677677 -0.034820443178926158 0.020143892296722948 0.010066676209680736 -0.034428881481289871 0.027338454425334932 -0.043015967011451724 0.014166726606587556 0.015098462144045956 0.025985031723976138 0.010495680304510254 0.020073706200346351 0.01097348884989818 0.022746559764657698 0.020254124253988263 -0.029833004623651502 -0.040828958153724657 -0.03584736287593842 0.022039788666491703 -0.039135498404502866
leaf_weight=5.9999999999999982 7.0000000000000062 7.0000000000000018 7.9999999999999991 7.9999999999999982 4.9999999999999991 4.9999999999999991 6.0000000000000053 7 4.9999999999999982 6.9999999999999991 9.9999999999999982 5.9999999999999991 7 5 6 6.0000000000000018 6.9999999999999991 6 5
leaf_count=6 7 7 8 8 5 5 6 7 5 7 10 6 7 5 6 6 7 6 5
internal_value=-0.000718667 0.0177897 0.0164506 -0.0364735 0.0227743 -0.0383469 0.0173162 0.0165638 0.0196345 0.01548 0.0167722 0.0148301 0.0199786 0.0169337 -0.0324592 -0.037413 -0.0384213 0.0210189 -0.0400592
internal_weight=129 85 67 44 18 30 59 46 12 34 27 17 13 11 14 25 18 13 11
internal_count=129 85 67 44 18 30 59 46 12 34 27 17 13 11 14 25 18 13 11

Tree=33
num_cat=2
split_feature=2 7 4 6 4 4 4 4 1 4 4 6 4 4 4 4 7 4 4
split_gain=30.8177 0.204827 0.133657 0.11945 0.0520617 0.0494011 0.0426677 0.0552665 0.124789 0.0790543 0.0630374 0.052237 0.0419482 0.0270962 0.0261431 0.0215635 0.0405173 0.0514716 0.00465731
threshold=0 6.5000000000000009 365.00000000000006 4.5000000000000009 150.50000000000003 185.50000000000003 91.000000000000014 185.50000000000003 1 141.50000000000003 112.50000000000001 3.5000000000000004 66.000000000000014 131.00000000000003 150.50000000000003 89.500000000000014 3.5000000000000004 117.50000000000001 109.50000000000001
left_child=1 2 6 5 18 15 12 9 -9 10 11 -8 -1 -12 -5 -2 -17 -18 -3
right_child=3 4 -4 14 -6 -7 7 8 -10 -11 13 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.015911870418737335 -0.03307942109448566 0.020716155320405952 0.0095633425982669003 -0.03270743694156409 0.025971531420946121 -0.040487474699815118 0.011363513933287724 0.014343538920262029 0.02468578070402146 0.0099708961056811478 0.021010614900539321 0.017386444782217344 0.021609231616769517 0.016258756878475344 -0.028341354926427205 -0.039681857327620168 -0.03082726180553437 -0.037696198622385657 0.018770887618884444
leaf_weight=5.9999999999999982 7.0000000000000062 8.0000000000000018 7.9999999999999991 7.9999999999999982 4.9999999999999991 5.9999999999999991 9.0000000000000018 7 4.9999999999999982 6.9999999999999991 5.9999999999999982 5.9999999999999991 7 6 6 6.0000000000000027 4.9999999999999982 6 4.9999999999999991
leaf_count=6 7 8 8 8 5 6 9 7 5 7 6 6 7 6 6 6 5 6 5
internal_value=-0.000682734 0.0169002 0.015628 -0.0346498 0.0216356 -0.0364295 0.0164504 0.0157356 0.0186528 0.014706 0.0159336 0.0137727 0.0189797 0.0186347 -0.0308363 -0.035415 -0.0363767 -0.034574 0.019968
internal_weight=129 85 67 44 18 30 59 46 12 34 27 15 13 12 14 24 17 11 13
internal_count=129 85 67 44 18 30 59 46 12 34 27 15 13 12 14 24 17 11 13

Tree=34
num_cat=1
split_feature=6 5 6 4 7 4 4 7 7 4 6 4 7 4 4 4 1 5 4
split_gain=1.06072 1.08402 1.43284 0.872506 0.839487 0.594129 0.49795 0.737501 0.467683 0.388482 0.327296 0.318183 0.275684 0.265318 0.260096 0.202798 0.169575 0.0432112 0.00496623
threshold=3.5000000000000004 2.5000000000000004 4.5000000000000009 213.00000000000003 1.5000000000000002 255.00000000000003 141.50000000000003 5.5000000000000009 4.5000000000000009 91.000000000000014 4.5000000000000009 89.500000000000014 6.5000000000000009 91.000000000000014 98.500000000000014 122.50000000000001 0 4.5000000000000009 109.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=3 2 12 4 -1 10 8 -8 13 -4 -3 -10 14 -6 -2 18 17 -5 -13
right_child=1 5 9 16 6 -7 7 -9 11 -11 -12 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.017300187051296236 0.012339752167463297 -0.014629514432615693 -0.02275120764970778 0.0066938200895674512 -0.01169501781463623 -0.025010981131345034 0.0081853163987398152 -0.016957157424518039 0.017248214315623036 -0.0053686598315835004 -0.00021400260073798044 0.0029075148204962403 0.018644973635673523 0.0029873229330405595 -0.0031011335551738733 0.012964949943125248 0.021232021898031243 0.012987489253282546 0.00094717991139207567
leaf_weight=5.9999999999999991 6.0000000000000018 9.0000000000000053 5.0000000000000027 5 4.9999999999999991 7.9999999999999991 4.9999999999999982 7 8.0000000000000018 8.9999999999999982 6.9999999999999991 6.0000000000000018 5.9999999999999991 7.9999999999999991 5 5.9999999999999991 4.9999999999999973 6 7
leaf_count=6 6 9 5 5 5 8 5 7 8 9 7 6 6 8 5 6 5 6 7
internal_value=-0.000648597 -0.00590769 0.000268668 0.00326019 0.000408614 -0.0138855 0.00245194 -0.00648113 0.00513186 -0.0115767 -0.00832273 0.00888336 0.0100237 -0.00265973 0.00532117 0.00536132 0.0135971 0.0101267 0.00185195
internal_weight=129 55 31 74 58 24 52 12 40 14 16 27 17 13 11 19 16 11 13
internal_count=129 55 31 74 58 24 52 12 40 14 16 27 17 13 11 19 16 11 13

Tree=35
num_leaves=17
num_cat=2
split_feature=2 7 4 1 7 4 6 4 6 5 7 4 4 4 7 4
split_gain=26.2777 0.23682 0.308402 0.168479 0.280992 0.127022 0.110435 0.0951008 0.0798111 0.0781419 0.0478832 0.043547 0.0435184 0.0311676 0.0330192 0.0675196
threshold=0 6.5000000000000009 162.50000000000003 1 3.5000000000000004 106.00000000000001 3.5000000000000004 79.000000000000014 4.5000000000000009 2.5000000000000004 4.5000000000000009 349.50000000000006 131.00000000000003 181.00000000000003 3.5000000000000004 100.50000000000001
decision_type=1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 7 9 -1 13 -7 -9 -5 -3 14 -2 -16
right_child=8 12 3 4 -6 6 -8 10 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.02038915175944566 -0.037354814343982246 0.021072592027485373 0.019227324724197387 0.016980057805776574 8.2369614392519008e-05 0.014263089526987941 0.026288715643542154 0.011276373639702793 -0.02871234450075362 0.021629580400056306 0.016592798475176095 0.01066198330760623 0.02678563207387924 -0.031196220857756481 -0.02952291294932366 -0.036751145550182884
leaf_weight=8.0000000000000018 9.0000000000000053 9.9999999999999982 5 5.0000000000000053 5.9999999999999991 6.0000000000000009 6.9999999999999991 9.0000000000000018 8.9999999999999982 9 7.9999999999999991 6 4.9999999999999991 6.9999999999999991 5.9999999999999982 7
leaf_count=8 9 10 5 5 6 6 7 9 9 9 8 6 5 7 6 7
internal_value=0.00167535 0.0172829 0.0160451 0.0111592 0.00878626 0.0183321 0.021103 0.0158937 -0.0328256 0.018683 0.0137782 0.0135338 0.0229769 -0.0341022 -0.0350268 -0.033415
internal_weight=122 84 69 22 17 47 22 25 38 15 17 11 15 29 22 13
internal_count=122 84 69 22 17 47 22 25 38 15 17 11 15 29 22 13

Tree=36
num_cat=2
split_feature=2 7 4 1 7 4 4 4 7 4 4 4 7 4 4 4 7
split_gain=23.7156 0.21373 0.278333 0.152052 0.253595 0.114637 0.0864853 0.0858285 0.0595426 0.0912089 0.054435 0.0542404 0.0432146 0.0393012 0.0392754 0.0289916 0.0253639
threshold=0 6.5000000000000009 162.50000000000003 1 3.5000000000000004 106.00000000000001 131.00000000000003 79.000000000000014 3.5000000000000004 100.50000000000001 141.50000000000003 106.00000000000001 4.5000000000000009 349.50000000000006 131.00000000000003 181.00000000000003 5.5000000000000009
decision_type=1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 13 7 -7 -1 11 16 -8 -2 -9 -5 -3 -11 -10
right_child=8 14 3 4 -6 6 10 12 9 15 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.019369694218039506 -0.036938691352094925 0.020018961578607559 0.01826595842838287 0.016131055206060393 7.8250980004668241e-05 0.023481999225914471 0.013818457846840224 0.010712555216418368 -0.029011617004871357 -0.034170543319649166 0.020553623915960391 -0.030120206475257868 0.015763158630579709 0.010128883885530134 0.025446350574493411 -0.029683553675810499 -0.024189769973357516
leaf_weight=8.0000000000000018 6.9999999999999982 9.9999999999999982 5 5.0000000000000053 5.9999999999999991 10.000000000000002 5.9999999999999982 9.0000000000000018 5.0000000000000018 8.9999999999999982 6 5 7.9999999999999991 6 4.9999999999999991 5.9999999999999991 6
leaf_count=8 7 10 5 5 6 10 6 9 5 9 6 5 8 6 5 6 6
internal_value=0.00159158 0.0164188 0.0152428 0.0106013 0.00834695 0.0174155 0.0200478 0.015099 -0.0311843 -0.0298397 0.017186 -0.0340977 0.0130893 0.0128571 0.0218281 -0.0323757 -0.0263815
internal_weight=122 84 69 22 17 47 22 25 38 26 12 12 17 11 15 15 11
internal_count=122 84 69 22 17 47 22 25 38 26 12 12 17 11 15 15 11

Tree=37
num_cat=2
split_feature=2 6 4 4 4 1 6 4 6 4 4 4 4 7 4 7 4 4
split_gain=21.4033 0.208853 0.349103 0.185059 0.105321 0.150486 0.0665702 0.0380936 0.028086 0.033033 0.0356965 0.0489001 0.025882 0.0264177 0.05508 0.0112156 0.00773404 0.0070502
threshold=0 4.5000000000000009 162.50000000000003 122.50000000000001 213.00000000000003 1 4.5000000000000009 141.50000000000003 3.5000000000000004 122.50000000000001 95.500000000000014 79.000000000000014 181.00000000000003 3.5000000000000004 100.50000000000001 3.5000000000000004 89.500000000000014 109.50000000000001
decision_type=1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -4 15 12 8 9 10 11 -1 13 -2 -15 -6 -10 -12
right_child=6 3 4 -5 5 -7 -8 -9 16 -11 17 -13 -14 14 -16 -17 -18 -19
leaf_value=0.017914232462644567 -0.03371590011649659 0.015578167587518697 0.0030224374681711175 0.029181794226169584 0.0095329723187855316 0.018565517812967294 -0.025868511862225003 0.020346362875508412 0.020108791887760168 0.012641547833170211 0.018877778864569129 0.011219079482058683 -0.028142874794346948 -0.0266765500108401 -0.033205060022217882 0.0064324240013957012 0.017327777743339535 0.016837785276584329
leaf_weight=5.0000000000000018 9.0000000000000053 4.9999999999999982 5.0000000000000027 5 7 5.0000000000000009 8.9999999999999982 6.9999999999999991 4.9999999999999982 6.9999999999999991 9.0000000000000018 6 6.9999999999999991 5.9999999999999982 7 5 5 7.9999999999999991
leaf_count=5 9 5 5 5 7 5 9 7 5 7 9 6 7 6 7 5 5 8
internal_value=0.001512 0.0155978 0.0146813 0.02238 0.00940149 0.0112777 -0.0296251 0.0169151 0.0163814 0.0157137 0.0164817 0.0142623 -0.030791 -0.0316335 -0.0301919 0.00824108 0.0187183 0.0179178
internal_weight=122 84 74 10 22 17 38 52 45 35 28 11 29 22 13 12 10 17
internal_count=122 84 74 10 22 17 38 52 45 35 28 11 29 22 13 12 10 17

Tree=38
num_cat=2
split_gain=19.3165 0.189849 0.226199 0.12117 0.227567 0.101108 0.074601 0.0742265 0.0486273 0.0772091 0.0464576 0.0439552 0.0376683 0.0367875 0.0344001 0.0236563 0.0227028
threshold=0 6.5000000000000009 162.50000000000003 1 3.5000000000000004 106.00000000000001 131.00000000000003 79.000000000000014 3.5000000000000004 100.50000000000001 106.00000000000001 141.50000000000003 4.5000000000000009 349.50000000000006 131.00000000000003 181.00000000000003 5.5000000000000009
left_child=1 2 5 -4 13 7 -7 -1 10 16 -2 -8 -9 -5 -3 -11 -10
right_child=8 14 3 4 -6 6 11 12 9 15 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.017464349884539834 -0.033405962160655438 0.018222979344427587 0.016367489397525786 0.014952844493091089 -0.00031997528858482841 0.02132991993799805 0.012456405411163968 0.0094048476053608752 -0.026235289275646195 -0.030883280601766372 -0.027095592021942134 0.018508624853954336 0.014120223466306925 0.0091457910835742937 0.023302356600761416 -0.02683013826608658 -0.021673388779163361
leaf_weight=8.0000000000000018 6.9999999999999982 9.9999999999999982 5 5.0000000000000053 5.9999999999999991 10.000000000000002 5.9999999999999982 9.0000000000000018 5.0000000000000018 8.9999999999999982 5 6 7.9999999999999991 6 4.9999999999999991 5.9999999999999991 6
leaf_count=8 7 10 5 5 6 10 6 9 5 9 5 6 8 6 5 6 6
internal_value=0.0014364 0.0148179 0.0137097 0.0095253 0.00751289 0.0156683 0.0181404 0.0134928 -0.0281439 -0.0269287 -0.0307766 0.0154825 0.0116238 0.0117854 0.0199161 -0.029262 -0.023747

Tree=39
num_cat=2
split_feature=2 6 4 4 4 1 6 4 6 4 4 4 4 7 4 5 4 4
split_gain=17.4331 0.181359 0.288456 0.160716 0.0982558 0.126989 0.0555052 0.0314128 0.0262527 0.0285344 0.0302452 0.0411762 0.021485 0.0211002 0.0448885 0.0133398 0.00857028 0.00563389
threshold=0 4.5000000000000009 162.50000000000003 122.50000000000001 213.00000000000003 1 4.5000000000000009 141.50000000000003 3.5000000000000004 122.50000000000001 95.500000000000014 79.000000000000014 181.00000000000003 3.5000000000000004 100.50000000000001 4.5000000000000009 109.50000000000001 89.500000000000014
left_child=1 2 7 -3 -4 15 12 8 9 10 11 -1 13 -2 -15 -6 -12 -10
right_child=6 3 4 -5 5 -7 -8 -9 17 -11 16 -13 -14 14 -16 -17 -18 -19
leaf_value=0.016145303100347511 -0.030429922375414083 0.014058346450328829 0.002262255065143107 0.026735732257366175 0.0060373828081148008 0.016930539906024927 -0.023306442631615534 0.018369372481746332 0.018214962780475619 0.011267989102218833 0.017217424429125251 0.010001619594792524 -0.025388535857200623 -0.024106989800930026 -0.030000642793519151 0.0094188197702169407 0.014968236954882742 0.015841380059719083
leaf_weight=5.0000000000000018 9.0000000000000053 4.9999999999999982 5.0000000000000027 5 7 5.0000000000000009 8.9999999999999982 6.9999999999999991 4.9999999999999982 6.9999999999999991 9.0000000000000018 6 6.9999999999999991 5.9999999999999982 7 5 7.9999999999999991 5
leaf_count=5 9 5 5 5 7 5 9 7 5 7 9 6 7 6 7 5 8 5
internal_value=0.00136458 0.0140771 0.013223 0.020397 0.00842363 0.0102358 -0.0267367 0.0152535 0.0147688 0.0141233 0.0148371 0.0127942 -0.0278012 -0.0285689 -0.0272805 0.00744631 0.016159 0.0170282
internal_weight=122 84 74 10 22 17 38 52 45 35 28 11 29 22 13 12 17 10
internal_count=122 84 74 10 22 17 38 52 45 35 28 11 29 22 13 12 17 10

Tree=40
num_cat=2
split_feature=2 6 1 5 4 4 4 4 5 4 6 5 4 4 4 4 4 4
split_gain=15.5079 0.187532 0.165207 0.101311 0.0868147 0.0470971 0.0766671 0.0604261 0.0449032 0.0362243 0.0347868 0.0266264 0.0755325 0.0334016 0.0232163 0.0176963 0.022141 0.00330458
threshold=0 4.5000000000000009 1 5.5000000000000009 150.50000000000003 202.50000000000003 162.50000000000003 89.500000000000014 2.5000000000000004 325.00000000000006 3.5000000000000004 2.5000000000000004 112.50000000000001 109.50000000000001 100.50000000000001 91.000000000000014 79.000000000000014 100.50000000000001
left_child=1 2 4 9 11 6 7 10 14 -4 -2 13 -13 15 -9 16 -1 -17
right_child=5 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 17 -18 -19
leaf_value=0.014255675011210962 -0.019290580153465277 0.018866575592093999 0.0026556288823485364 0.012969924136996269 0.019005293548107149 -0.029651876688003544 -0.0193032073477904 -0.03067083316189902 -0.02393889911472797 0.0075808054534718394 -0.025188610851764676 0.0054401303827762617 0.014131070971488949 0.010246270191855729 -0.026598597850118363 0.016205502301454549 0.010506303448762213 0.01438765153288841
leaf_weight=9.0000000000000053 4.9999999999999982 8.9999999999999982 7.0000000000000027 5.9999999999999991 4.9999999999999991 4.9999999999999991 5.9999999999999991 7 8 7.9999999999999991 5 4.9999999999999982 5 9.9999999999999982 7 4.9999999999999982 6.9999999999999991 5
leaf_count=9 5 9 7 6 5 5 6 7 8 8 5 5 5 10 7 5 7 5
internal_value=-0.00082146 0.0120619 0.0112113 0.00747883 0.0127482 -0.02509 -0.0244898 -0.0254623 -0.0269271 0.00528239 -0.0222396 0.012068 0.0097856 0.012702 -0.0286347 0.0136466 0.0126153 0.0152966
internal_weight=124 81 72 21 51 43 38 32 22 15 10 46 10 36 14 26 16 10
internal_count=124 81 72 21 51 43 38 32 22 15 10 46 10 36 14 26 16 10

Tree=41
num_cat=2
split_feature=2 6 1 7 4 4 5 7 4 5 7 7 7 4 4 4 5 7 4
split_gain=13.9959 0.169247 0.149099 0.258311 0.0783503 0.0700827 0.0803051 0.0605733 0.0443693 0.0625586 0.0790911 0.0719498 0.0298075 0.121813 0.0845646 0.041584 0.035734 0.119494 0.0178821
threshold=0 4.5000000000000009 1 3.5000000000000004 150.50000000000003 424.50000000000006 3.5000000000000004 7.5000000000000009 89.500000000000014 2.5000000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 112.50000000000001 112.50000000000001 91.000000000000014 2.5000000000000004 3.5000000000000004 162.50000000000003
left_child=1 2 4 5 12 6 -4 8 -2 10 -10 18 14 15 16 -14 17 -1 -11
right_child=7 -3 3 -5 -6 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.014910218545368718 -0.021449376808272469 0.017923247317473093 0.0082874474301934137 -0.0028150031715631486 0.018055029436945917 0.0059327668510377411 0.017248760312795635 -0.018662054836750031 -0.033035058379173261 -0.02334740012884139 -0.024801447561808992 -0.028556197881698608 0.013472963550261084 0.0072351178814036151 0.015203468288694108 0.019443172365427017 0.0051681238412857062 0.0061999382658137221 -0.019487121825416884
leaf_weight=7.0000000000000098 8.9999999999999982 8.9999999999999982 5.0000000000000053 4.9999999999999991 4.9999999999999991 5.9999999999999991 5 4.9999999999999991 5.0000000000000018 6.0000000000000018 7 4.9999999999999991 7.0000000000000018 5.9999999999999991 6.9999999999999991 5 4.9999999999999991 8.9999999999999982 6
leaf_count=7 9 9 5 5 5 6 5 5 5 6 7 5 7 6 7 5 5 9 6
internal_value=-0.000780387 0.0114588 0.0106507 0.00710489 0.0121108 0.0102049 0.0127681 -0.0238355 -0.0245163 -0.0254681 -0.0282321 -0.0235169 0.0114646 0.0130521 0.0104441 0.0159606 0.00885769 0.0100107 -0.0214173
internal_weight=124 81 72 21 51 16 10 43 38 29 12 17 46 18 28 12 21 16 12
internal_count=124 81 72 21 51 16 10 43 38 29 12 17 46 18 28 12 21 16 12

Tree=42
num_cat=1
split_feature=2 7 4 4 5 5 7 5 4 7 4 4 4 5 4 5 4 4
split_gain=12.6313 0.13781 0.0748192 0.0799791 0.0749455 0.0571992 0.0546674 0.0529523 0.057139 0.0404466 0.062722 0.0392576 0.0342337 0.0299313 0.040294 0.0289525 0.00952936 0.00833648
threshold=0 6.5000000000000009 162.50000000000003 112.50000000000001 2.5000000000000004 5.5000000000000009 7.5000000000000009 2.5000000000000004 100.50000000000001 6.5000000000000009 162.50000000000003 89.500000000000014 91.000000000000014 3.5000000000000004 298.50000000000006 2.5000000000000004 100.50000000000001 75.500000000000014
left_child=1 2 3 7 -5 13 9 8 12 10 11 -2 17 14 -4 -13 -3 -1
right_child=6 16 5 4 -6 -7 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.011790329466263435 -0.020880753546953183 0.013457952253520485 0.011175176277756677 0.0095351855456829102 0.017338594654574987 0.011814788045982521 -0.017728952020406724 0.0049097176268696786 0.005969565398991108 -0.026449342817068101 -0.018303938742194856 -0.027272723801434046 0.015523509532213212 0.0038980838377028707 0.0048274207115173336 -0.02286955884524754 0.015773176661459731 0.0090259542316198337
leaf_weight=6.0000000000000089 8.0000000000000053 8.0000000000000018 5.0000000000000053 4.9999999999999973 8 5.9999999999999991 4.9999999999999991 4.9999999999999991 4.9999999999999991 7.9999999999999991 6.9999999999999991 7.9999999999999982 4.9999999999999991 7.9999999999999991 5 7 9.9999999999999982 5
leaf_count=6 8 8 5 5 8 6 5 5 5 8 7 8 5 8 5 7 10 5
internal_value=-0.000741368 0.0108858 0.00978344 0.0111351 0.0143373 0.00758693 -0.0226438 0.00953407 0.0106351 -0.0232904 -0.0224481 -0.0237093 0.0120931 0.00617765 0.0080013 -0.0252179 0.0147442 0.0105338
internal_weight=124 81 63 39 13 24 43 26 21 38 30 23 16 18 10 15 18 11
internal_count=124 81 63 39 13 24 43 26 21 38 30 23 16 18 10 15 18 11

Tree=43
num_cat=1
split_feature=7 6 4 4 4 4 1 7 4 4 5 4 4 4 7 4 4 6 4
split_gain=0.309792 0.402731 0.24379 0.457857 0.137058 0.253243 0.245692 0.217363 0.202795 0.44176 0.119988 0.136137 0.116318 0.0830279 0.0747953 0.101664 0.0834998 0.122838 0.0727526
threshold=1.0000000180025095e-35 4.5000000000000009 185.50000000000003 136.50000000000003 424.50000000000006 255.00000000000003 0 2.5000000000000004 150.50000000000003 141.50000000000003 1.5000000000000002 85.500000000000014 185.50000000000003 95.500000000000014 6.5000000000000009 109.50000000000001 117.50000000000001 3.5000000000000004 100.50000000000001
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 13 5 6 7 -2 9 10 11 -9 -8 -3 16 -16 17 18 -12
right_child=1 2 -4 -5 -6 -7 12 8 -10 -11 14 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0096378046605322103 -0.0060856577541146964 -0.0076794603466987521 0.0027419579525788627 -0.020091561228036882 -0.0058320778422057632 0.010456147138029337 -0.011442850064486268 0.0035127604173289407 0.012865833938121796 -0.011821954101324082 0.012197981774806965 -0.0067772610485553747 -0.0011169340151051678 0.0010445840656757353 0.013961370587348941 0.0046264567013297756 -0.0014268123855193458 -0.00045726317912340167 0.0044116374105215069
leaf_weight=8.9999999999999982 6.9999999999999991 5.0000000000000053 5.9999999999999991 5.9999999999999991 5.9999999999999991 7.9999999999999991 4.9999999999999982 8.9999999999999982 4.9999999999999991 4.9999999999999991 6.0000000000000053 4.9999999999999991 6 6 4.9999999999999982 7 5.9999999999999991 5.9999999999999991 6
leaf_count=9 7 5 6 6 6 8 5 9 5 5 6 5 6 6 5 7 6 6 6
internal_value=-0.0007043 -5.15579e-06 -0.00592293 -0.00898113 0.00147429 0.00198403 0.0011151 0.00225214 0.00322489 0.00234844 0.00376548 -0.000162247 -0.00581053 -0.00292089 0.00529293 0.008516 0.00368139 0.00538412 0.00830481
internal_weight=124 115 23 17 92 86 78 67 60 55 50 14 11 11 36 12 24 18 12
internal_count=124 115 23 17 92 86 78 67 60 55 50 14 11 11 36 12 24 18 12

Tree=44
num_cat=1
split_feature=2 6 4 7 5 4 4 4 4 4 7 4 6 7 4 4 4 7 4 6
split_gain=11.0961 0.153931 0.118215 0.093246 0.0938482 0.0707451 0.0487477 0.0639982 0.0458838 0.0422207 0.040064 0.0431418 0.0303872 0.0151639 0.129587 0.108506 0.0376395 0.0333321 0.0441606 0.002523
threshold=0 4.5000000000000009 162.50000000000003 3.5000000000000004 3.5000000000000004 424.50000000000006 202.50000000000003 162.50000000000003 141.50000000000003 89.500000000000014 3.5000000000000004 131.00000000000003 3.5000000000000004 5.5000000000000009 112.50000000000001 112.50000000000001 91.000000000000014 3.5000000000000004 98.500000000000014 3.5000000000000004
left_child=1 2 8 4 -4 -6 7 9 13 12 -11 -12 -2 14 17 16 -15 19 -19 -1
right_child=6 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 15 -16 -17 -18 18 -20 -21
leaf_value=0.010718967616558063 -0.016025115996599202 0.016393655786911647 0.0036629639876385486 0.0016876619309186937 0.015778301879763607 0.0073672891966998569 -0.025838413238525395 -0.015847932050625482 0.015384865254163743 -0.025823067660842608 -0.018733741715550426 -0.024108649364539554 -0.021537575721740719 0.011824204027652737 0.016792107224464416 0.0059558073369165264 0.017504204586148261 0.0088282376838227129 0.0024658046662807461 0.0091305707395076732
leaf_weight=5.0000000000000053 4.9999999999999982 8.9999999999999982 6.0000000000000062 6.9999999999999991 4.9999999999999982 5 4.9999999999999991 5.9999999999999991 4.9999999999999991 7.0000000000000027 7.9999999999999982 7 5 7.0000000000000018 4.9999999999999991 5.9999999999999991 5 5.9999999999999982 5 5
leaf_count=5 5 9 6 7 5 5 5 6 5 7 8 7 5 7 5 6 5 6 5 5
internal_value=-0.000669085 0.0102286 0.009458 0.00650084 0.00860661 0.0115728 -0.0211973 -0.0205867 0.010846 -0.0214752 -0.0226996 -0.021242 -0.0187813 0.0103303 0.00955795 0.0114458 0.0141909 0.00783553 0.00593622 0.00992477
internal_weight=124 81 72 23 16 10 43 38 49 32 22 15 10 44 26 18 12 21 11 10
internal_count=124 81 72 23 16 10 43 38 49 32 22 15 10 44 26 18 12 21 11 10

Tree=45
num_cat=2
split_feature=2 4 4 4 4 4 7 7 4 4 6 4 6 4 1 4 4 6 7
split_gain=8.98768 0.225812 0.237976 0.0939218 0.0551753 0.142079 0.0553301 0.036348 0.0281644 0.0243739 0.0449639 0.043487 0.0156041 0.00897629 0.00603943 0.00536179 0.00525318 0.0030342 0.000773192
threshold=0 162.50000000000003 232.50000000000003 136.50000000000003 109.50000000000001 98.500000000000014 6.5000000000000009 5.5000000000000009 349.50000000000006 89.500000000000014 3.5000000000000004 136.50000000000003 3.5000000000000004 79.000000000000014 1 112.50000000000001 122.50000000000001 3.5000000000000004 5.5000000000000009
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 3 -3 4 5 6 13 8 -4 12 15 -12 -2 -1 -13 -11 -6 -15 -17
right_child=9 2 7 -5 16 -7 -8 -9 -10 10 11 14 -14 17 -16 18 -18 -19 -20
leaf_value=0.0093886225484311418 -0.015223860144615176 -0.0031029527230809115 0.0038898472487926454 0.015699697285890581 0.0086830236638585755 0.017217625305056574 0.013189446393932616 0.011538431521815558 0.0086735259275883443 -0.023341394215822205 -0.014327701926231385 -0.021020980179309846 -0.019174059182405469 0.0078133094683289547 -0.018668079376220705 -0.020896408259868628 0.0066668482763426644 0.0060714147612452498 -0.021775721609592433
leaf_weight=6.0000000000000098 4.9999999999999982 6.0000000000000027 5.0000000000000027 9.9999999999999982 5.9999999999999982 7.9999999999999991 6.9999999999999991 5.9999999999999991 7.9999999999999991 5.0000000000000027 4.9999999999999991 5.9999999999999991 5 4.9999999999999982 4.9999999999999991 4.9999999999999982 7 5 5
leaf_count=6 5 6 5 10 6 8 7 6 8 5 5 6 5 5 5 5 7 5 5
internal_value=-0.000351051 0.00950678 0.00557801 0.0113257 0.0103316 0.0114781 0.0094818 0.00831937 0.00683365 -0.0193454 -0.0200378 -0.018194 -0.017199 0.00785971 -0.0199515 -0.0220045 0.00759739 0.00694236 -0.0213361
internal_weight=120 79 25 54 44 31 23 19 13 41 31 16 10 16 11 15 13 10 10
internal_count=120 79 25 54 44 31 23 19 13 41 31 16 10 16 11 15 13 10 10

Tree=46
num_cat=1
split_feature=2 4 4 4 4 4 7 7 5 4 6 4 5 6 5 4 7 4
split_gain=8.11138 0.203795 0.214774 0.0847644 0.0497957 0.128226 0.0499354 0.032804 0.05294 0.0219975 0.0405799 0.039247 0.0183584 0.0140827 0.0102768 0.004741 0.00357871 0.00325648
threshold=0 162.50000000000003 232.50000000000003 136.50000000000003 109.50000000000001 98.500000000000014 6.5000000000000009 5.5000000000000009 4.5000000000000009 89.500000000000014 3.5000000000000004 136.50000000000003 1.5000000000000002 3.5000000000000004 2.5000000000000004 122.50000000000001 4.5000000000000009 91.000000000000014
left_child=1 3 -3 4 5 6 12 8 -4 13 14 -12 -1 -2 -11 -6 -13 -14
right_child=9 2 7 -5 15 -7 -8 -9 -10 10 11 16 17 -15 -16 -17 -18 -19
leaf_value=0.0096532339230179631 -0.014462667107582095 -0.0029478050147493662 0.0030455813743174064 0.01491471279412508 0.0082488724030554319 0.016356743779033425 0.012529974324362619 0.010961509714252317 0.0094460118561983109 -0.022507152706384648 -0.013611317276954651 -0.01796597242355347 0.0052525323443114768 -0.018215355947613712 -0.019835702661010955 0.0063335058412381578 -0.019777183731396992 0.007057105004787444
leaf_weight=6.0000000000000098 4.9999999999999982 6.0000000000000027 6.0000000000000018 9.9999999999999982 5.9999999999999982 7.9999999999999991 6.9999999999999991 5.9999999999999991 7 6.0000000000000027 4.9999999999999991 4.9999999999999982 4.9999999999999982 5 8.9999999999999982 7 6 5
leaf_count=6 5 6 6 10 6 8 7 6 7 6 5 5 5 5 9 7 6 5
internal_value=-0.000333499 0.00903144 0.00529911 0.0107594 0.00981498 0.0109042 0.00900771 0.0079034 0.00649197 -0.0183781 -0.0190359 -0.0172843 0.00746672 -0.016339 -0.0209043 0.00721752 -0.0189539 0.00615482
internal_weight=120 79 25 54 44 31 23 19 13 41 31 16 16 10 15 13 11 10
internal_count=120 79 25 54 44 31 23 19 13 41 31 16 16 10 15 13 11 10

Tree=47
num_cat=2
split_feature=2 4 4 4 7 4 7 4 7 4 4 6 4 6 4 1 4 7
split_gain=7.32052 0.183925 0.193833 0.0764999 0.0450382 0.0468811 0.0560231 0.0454005 0.0296056 0.0234876 0.0198527 0.0366234 0.0354204 0.0127096 0.00827242 0.00533344 0.00444044 0.000789924
threshold=0 162.50000000000003 232.50000000000003 136.50000000000003 3.5000000000000004 79.000000000000014 4.5000000000000009 109.50000000000001 5.5000000000000009 349.50000000000006 89.500000000000014 3.5000000000000004 136.50000000000003 3.5000000000000004 122.50000000000001 1 112.50000000000001 5.5000000000000009
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 3 -3 4 -1 -6 -7 -8 9 -4 13 16 -13 -2 -9 -14 -12 -18
right_child=10 2 8 -5 5 6 7 14 -10 -11 11 12 15 -15 -16 -17 17 -19
leaf_value=0.012273902893066407 -0.013739534020423891 -0.0028004147112369523 0.003479071594774721 0.014168976619839669 0.0121030649968556 0.0027338525652885418 0.011085278252139685 0.0078364290297031416 0.010413434659130872 0.0078475544229149822 -0.021075681298971163 -0.012930750995874405 -0.019011258333921435 -0.017304588109254834 0.0052108461658159884 -0.016800152659416197 -0.018806373476982122 -0.01969515025615692
leaf_weight=9.9999999999999982 4.9999999999999982 6.0000000000000027 5.0000000000000027 9.9999999999999982 6.9999999999999991 5.0000000000000027 10.000000000000002 5.9999999999999982 5.9999999999999991 7.9999999999999991 5.0000000000000027 4.9999999999999991 5.9999999999999991 5 6 4.9999999999999991 4.9999999999999982 5
leaf_count=10 5 6 5 10 7 5 10 6 6 8 5 5 6 5 6 5 5 5
internal_value=-0.000316824 0.00857987 0.00503416 0.0102214 0.00932423 0.00845668 0.00751132 0.00859711 0.00750823 0.00616737 -0.0174592 -0.0180841 -0.0164201 -0.0155221 0.00652364 -0.0180062 -0.0198591 -0.0192508
internal_weight=120 79 25 54 44 34 27 22 19 13 41 31 16 10 12 11 15 10
internal_count=120 79 25 54 44 34 27 22 19 13 41 31 16 10 12 11 15 10

Tree=48
num_cat=1
split_feature=2 4 4 4 7 4 7 4 4 4 4 6 4 6 5 4 7
split_gain=6.60677 0.165992 0.174934 0.0690411 0.040647 0.0423102 0.0505608 0.0409739 0.0297987 0.0828915 0.0179171 0.0330526 0.0319669 0.0114704 0.00899661 0.00746586 0.00312006
threshold=0 162.50000000000003 232.50000000000003 136.50000000000003 3.5000000000000004 79.000000000000014 4.5000000000000009 109.50000000000001 365.00000000000006 325.00000000000006 89.500000000000014 3.5000000000000004 136.50000000000003 3.5000000000000004 2.5000000000000004 122.50000000000001 4.5000000000000009
left_child=1 3 -3 4 -1 -6 -7 -8 9 -4 13 14 -13 -2 -12 -9 -14
right_child=10 2 8 -5 5 6 7 15 -10 -11 11 12 16 -15 -16 -17 -18
leaf_value=0.011660207696259021 -0.013052557185292246 -0.002660394149521985 0.0044590913690626599 0.013460527732968332 0.011497911704438073 0.0025971597433090193 0.010531014115549622 0.0074446077458560486 0.0050455870313776867 0.013563567698001862 -0.020365832497676203 -0.012284213453531265 -0.016183443665504459 -0.01643935866653919 -0.017866303523381553 0.0049503042673071226 -0.017874613404273983
leaf_weight=9.9999999999999982 4.9999999999999982 6.0000000000000027 5.0000000000000018 9.9999999999999982 6.9999999999999991 5.0000000000000027 10.000000000000002 5.9999999999999982 8.9999999999999982 5 6.0000000000000027 4.9999999999999991 4.9999999999999982 5 8.9999999999999982 6 6
leaf_count=10 5 6 5 10 7 5 10 6 9 5 6 5 5 5 9 6 6
internal_value=-0.000300983 0.00815088 0.00478245 0.00971034 0.00885802 0.00803385 0.00713576 0.00816726 0.00713282 0.00901133 -0.0165863 -0.0171799 -0.0155991 -0.014746 -0.0188661 0.00619746 -0.0171059
internal_weight=120 79 25 54 44 34 27 22 19 10 41 31 16 10 15 12 11
internal_count=120 79 25 54 44 34 27 22 19 10 41 31 16 10 15 12 11

Tree=49
num_cat=2
split_feature=2 4 4 4 4 7 4 7 4 7 5 4 6 4 6 5 4 1
split_gain=5.96261 0.149808 0.157878 0.0623096 0.0388318 0.0917563 0.0738568 0.0456311 0.036979 0.0275612 0.0482843 0.0161702 0.02983 0.0288501 0.0103521 0.00811944 0.00673794 0.00471064
threshold=0 162.50000000000003 232.50000000000003 136.50000000000003 68.500000000000014 3.5000000000000004 79.000000000000014 4.5000000000000009 109.50000000000001 5.5000000000000009 4.5000000000000009 89.500000000000014 3.5000000000000004 136.50000000000003 3.5000000000000004 2.5000000000000004 122.50000000000001 1
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=1 3 -3 4 -1 -6 -7 -8 -9 10 -4 14 15 -14 -2 -13 -10 -15
right_child=11 2 9 -5 5 6 7 8 16 -11 -12 12 13 17 -16 -17 -18 -19
leaf_value=0.0042666797339916225 -0.012399929203093055 -0.0025273744637767459 0.0021910866722464552 0.012787501662969589 0.01413236233804907 0.013394630402326586 0.0024673020839691144 0.010004463419900272 0.0070723773290713643 0.0095792749508594472 0.0083036042217697406 -0.019347540785868953 -0.011670003086328507 -0.017195151001214982 -0.015617391392588612 -0.016972988429996703 0.0047027885913848875 -0.015117149353027343
leaf_weight=4.9999999999999991 4.9999999999999982 6.0000000000000027 6.0000000000000018 9.9999999999999982 6.9999999999999991 4.9999999999999991 5.0000000000000027 10.000000000000002 5.9999999999999982 5.9999999999999991 7 6.0000000000000027 4.9999999999999991 5.9999999999999991 5 8.9999999999999982 6 4.9999999999999991
leaf_count=5 5 6 6 10 7 5 5 10 6 6 7 6 5 6 5 9 6 5
internal_value=-0.000285933 0.00774333 0.00454333 0.00922482 0.00841512 0.00894697 0.00781267 0.00677897 0.00775889 0.00677618 0.00548244 -0.015757 -0.0163209 -0.0148192 -0.0140087 -0.0179228 0.00588758 -0.0162506
internal_weight=120 79 25 54 44 39 32 27 22 19 13 41 31 16 10 15 12 11
internal_count=120 79 25 54 44 39 32 27 22 19 13 41 31 16 10 15 12 11

Tree=50
num_cat=2
split_feature=2 4 4 5 5 7 7 4 7 1 7 7 4 4 7 4 7 4 5 4
split_gain=5.21969 0.0727992 0.0464918 0.0730489 0.0424441 0.0437183 0.0653859 0.0400916 0.037804 0.0229334 0.0533628 0.0517687 0.0385234 0.0211135 0.0189738 0.0145891 0.00751171 0.00730056 0.00670451 1.30969e-05
threshold=0 255.00000000000003 72.000000000000014 2.5000000000000004 1.5000000000000002 6.5000000000000009 5.5000000000000009 141.50000000000003 1.5000000000000002 1 3.5000000000000004 4.5000000000000009 365.00000000000006 72.000000000000014 4.5000000000000009 122.50000000000001 5.5000000000000009 100.50000000000001 2.5000000000000004 131.00000000000003
decision_type=1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 13 6 8 -5 -6 12 -11 15 -10 -1 -4 -12 -9 -16 -13 -8
right_child=1 -3 3 7 5 -7 19 16 9 10 11 18 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.007434500878055892 -0.0095427646487951292 -0.019963903476794564 -0.019338950514793396 -0.0086259078979492188 0.0094869459461834702 0.0095451499050897039 0.0020644212886691098 -0.012832923016200466 0.0097583758179098368 0.00089890941356619153 0.010728850066661834 0.002436746498569846 0.0041637148708105077 0.01162908598780632 -0.014431401640176776 0.0069092832505702959 -0.015456991046667097 -0.017133356034755704 0.0050260531902313228 0.0021788629190996286
leaf_weight=5.9999999999999982 4.9999999999999991 5.9999999999999991 5.9999999999999991 4.9999999999999991 8.9999999999999982 8.9999999999999982 4.9999999999999982 5.9999999999999982 7.9999999999999991 6.0000000000000027 5 5 5.0000000000000009 6 4.9999999999999982 5 5 5 5 5
leaf_count=6 5 6 6 5 9 9 5 6 8 6 5 5 5 6 5 5 5 5 5 5
internal_value=-0.000836855 -0.014855 -0.0140266 -0.0147272 0.0067933 0.00630282 0.0057997 -0.0123383 0.00656596 0.00589189 0.00503454 0.00627523 0.00760658 0.00953179 -0.0171161 0.00881907 -0.0140257 -0.0157824 0.0037314 0.00212164
internal_weight=122 43 37 32 79 67 58 16 48 39 26 20 13 12 16 10 11 10 10 10
internal_count=122 43 37 32 79 67 58 16 48 39 26 20 13 12 16 10 11 10 10 10

Tree=51
num_cat=1
split_feature=2 6 5 7 4 6 4 7 5 4 5 4 4 5 5 6 6 4 7
split_gain=4.71077 0.0847293 0.0692159 0.0745153 0.0983913 0.076064 0.0657013 0.0487493 0.0439686 0.0419589 0.0659266 0.0361827 0.0277416 0.0605147 0.020228 0.0197231 0.015733 0.013198 0.00806969
threshold=0 4.5000000000000009 1.5000000000000002 2.5000000000000004 109.50000000000001 3.5000000000000004 255.00000000000003 5.5000000000000009 4.5000000000000009 72.000000000000014 2.5000000000000004 141.50000000000003 325.00000000000006 3.5000000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 72.000000000000014 4.5000000000000009
left_child=1 2 17 8 5 -5 9 -3 -4 -2 15 -12 13 14 -6 -11 -13 -1 -14
right_child=6 7 3 4 12 -7 -8 -9 -10 10 11 16 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0075693893432617204 -0.0090656261891126633 0.014245949164032941 0.006176126352511347 0.01081432312494144 0.0007881396760543182 0.003677397527332817 -0.018965708588560424 0.0072638772800564765 0.012153123319149015 -0.014504802878946066 -0.0081946125626564028 -0.015395825207233434 0.0060947535187006012 -0.0033147092163562778 0.0045360997332156523 -0.018015774246305228 -0.011598206978912153 0.011047631440063316 0.0032540331035852427
leaf_weight=4.9999999999999982 4.9999999999999991 4.9999999999999982 7.9999999999999982 7.9999999999999982 6.0000000000000044 7 5.9999999999999991 5 5 7.9999999999999991 4.9999999999999991 4.9999999999999982 4.9999999999999982 4.9999999999999991 9 7.9999999999999991 6 6 5
leaf_count=5 5 5 8 8 6 7 6 5 5 8 5 5 5 5 9 8 6 6 5
internal_value=-0.000795012 0.00645363 0.00583026 0.00514061 0.00417734 0.00748376 -0.0141123 0.0107549 0.00847497 -0.0133252 -0.0139908 -0.0117213 0.00252414 0.00144901 0.00303692 -0.0162603 -0.0133244 0.00946661 0.00467439
internal_weight=122 79 69 58 45 15 43 10 13 37 32 16 30 20 15 16 11 11 10
internal_count=122 79 69 58 45 15 43 10 13 37 32 16 30 20 15 16 11 11 10

Tree=52
num_cat=1
split_feature=2 6 5 7 4 6 4 7 5 4 5 4 4 4 5 6 6 4 7
split_gain=4.25147 0.0764682 0.0624674 0.06725 0.0887982 0.0686477 0.0592954 0.0439963 0.0396817 0.0378679 0.0594987 0.0326549 0.0250368 0.0552916 0.0231725 0.0178001 0.014199 0.0119112 0.0072829
threshold=0 4.5000000000000009 1.5000000000000002 2.5000000000000004 109.50000000000001 3.5000000000000004 255.00000000000003 5.5000000000000009 4.5000000000000009 72.000000000000014 2.5000000000000004 141.50000000000003 325.00000000000006 181.00000000000003 2.5000000000000004 3.5000000000000004 4.5000000000000009 72.000000000000014 4.5000000000000009
leaf_value=0.007190919704735281 -0.0086123451031744486 0.013533651828765873 0.0058673201594501741 0.010273606854025277 0.00074873293439547159 0.003493527682232005 -0.018017423152923585 0.0069006832316517823 0.011545467376708984 -0.013779562339186669 -0.0077848818898200991 -0.014626034200191502 0.0057900158315896998 -0.0026392481891283144 0.0048592842416837799 -0.017114985361695291 -0.01101829680847004 0.01049525011330843 0.0030913313478231428
leaf_weight=4.9999999999999982 4.9999999999999991 4.9999999999999982 7.9999999999999982 7.9999999999999982 6.0000000000000044 7 5.9999999999999991 5 5 7.9999999999999991 4.9999999999999991 4.9999999999999982 4.9999999999999982 5.9999999999999991 8 7.9999999999999991 6 6 5
leaf_count=5 5 5 8 8 6 7 6 5 5 8 5 5 5 6 8 8 6 6 5
internal_value=-0.000755261 0.00613095 0.00553875 0.00488358 0.00396848 0.00710957 -0.0134067 0.0102172 0.00805122 -0.012659 -0.0132913 -0.0111353 0.00239793 0.00137656 0.00309762 -0.0154473 -0.0126582 0.00899328 0.00444067
internal_weight=122 79 69 58 45 15 43 10 13 37 32 16 30 20 14 16 11 11 10
internal_count=122 79 69 58 45 15 43 10 13 37 32 16 30 20 14 16 11 11 10

Tree=53
num_cat=1
split_feature=2 6 5 6 7 4 5 4 4 7 7 4 5 6 4 7 4 4
split_gain=3.83695 0.0690125 0.0599044 0.100718 0.0878569 0.0659765 0.0559777 0.0555636 0.0535141 0.0495366 0.0397066 0.0341758 0.0536976 0.0298796 0.024324 0.0180616 0.00731045 0.0044743
threshold=0 4.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 109.50000000000001 4.5000000000000009 91.000000000000014 255.00000000000003 3.5000000000000004 5.5000000000000009 72.000000000000014 2.5000000000000004 3.5000000000000004 79.000000000000014 4.5000000000000009 100.50000000000001 68.500000000000014
left_child=1 2 5 4 6 7 9 14 11 -4 -3 -2 15 -14 17 -13 -17 -1
right_child=8 10 3 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=0.0069209326058626095 -0.0081817277334630487 0.012856969237327579 0.001687525282613931 -0.0020624009892344477 -0.0010163531883154065 0.0031497270489732423 0.0093987111002206813 0.01157193856779486 -0.01711655209461848 0.0072517274995334453 0.0065556492283940313 -0.0168436781813701 -0.013028527636613167 -0.0086729389046215355 0.0039516484985748926 -0.012021757513284687 -0.014725542068481444 0.0090361861884593938
leaf_weight=5.0000000000000053 4.9999999999999991 4.9999999999999982 8.0000000000000089 5.9999999999999991 4.9999999999999991 8.9999999999999982 8.9999999999999982 7.9999999999999991 5.9999999999999991 7.9999999999999991 5 5.9999999999999991 6.9999999999999991 8.9999999999999982 5.9999999999999991 4.9999999999999982 5 5
leaf_count=5 5 5 8 6 5 9 9 8 6 8 5 6 7 9 6 5 5 5
internal_value=-0.000717498 0.0058244 0.00526181 0.00385128 0.00503402 0.00680056 0.0062441 0.00816962 -0.0127363 0.00446963 0.00970631 -0.012026 -0.0126267 -0.0105785 0.00646847 -0.0146749 -0.0133736 0.00797856
internal_weight=122 79 69 36 30 33 25 24 43 16 10 37 32 16 16 16 10 10
internal_count=122 79 69 36 30 33 25 24 43 16 10 37 32 16 16 16 10 10

Tree=54
num_cat=1
split_feature=2 6 5 6 5 4 4 4 4 4 4 5 4 4 4 6 6 4
split_gain=3.46285 0.0622838 0.0540637 0.0908984 0.0679909 0.0595438 0.0501461 0.0482964 0.0366353 0.0711614 0.0308436 0.0484621 0.02932 0.0286811 0.0219524 0.0168566 0.0112378 0.00403805
threshold=0 4.5000000000000009 2.5000000000000004 3.5000000000000004 4.5000000000000009 109.50000000000001 91.000000000000014 255.00000000000003 213.00000000000003 117.50000000000001 72.000000000000014 2.5000000000000004 141.50000000000003 424.50000000000006 79.000000000000014 3.5000000000000004 4.5000000000000009 68.500000000000014
left_child=1 2 5 4 8 6 14 10 9 -4 -2 15 -13 -6 17 -12 -14 -1
right_child=7 -3 3 -5 13 -7 -8 -9 -10 -11 11 12 16 -15 -16 -17 -18 -19
leaf_value=0.0065748859196901243 -0.0077726411633193496 0.00922099344432354 -9.8149292171001306e-06 -0.0019592806076010067 0.01082633724436164 0.0029922406913505659 0.010993341729044915 -0.016260724018017449 0.00018291367118113808 0.007594040117692203 -0.012318252865225077 -0.0068748791888356212 -0.013243306130170824 0.0054708594456315037 0.0037540663033723831 -0.015564076974987984 -0.010033735058580835 0.0085843769460916507
leaf_weight=5.0000000000000053 4.9999999999999991 9.9999999999999982 5.0000000000000062 5.9999999999999991 4.9999999999999982 8.9999999999999982 7.9999999999999991 5.9999999999999991 6.9999999999999991 7.9999999999999991 7.9999999999999991 4.9999999999999991 4.9999999999999982 5 5.9999999999999991 7.9999999999999991 6 5
leaf_count=5 5 10 5 6 5 9 8 6 7 8 8 5 5 5 6 8 6 5
internal_value=-0.000681623 0.00553318 0.00499872 0.00365872 0.00478232 0.00646053 0.00776114 -0.0120995 0.00309918 0.00466948 -0.0114247 -0.0119954 -0.0100496 0.0081486 0.00614504 -0.0139412 -0.0114926 0.00757963
internal_weight=122 79 69 36 30 33 24 43 20 13 37 32 16 10 16 16 11 10
internal_count=122 79 69 36 30 33 24 43 20 13 37 32 16 10 16 16 11 10

Tree=55
num_cat=0
split_feature=4 4 7 4 4 6 7 7 7 5 4 7 6 4 7 4 4 6 7 7
split_gain=0.29688 0.591848 0.292091 0.272543 0.192714 0.1342 0.224176 0.0995991 0.117499 0.25669 0.114312 0.108319 0.0883235 0.0764916 0.0945852 0.0580958 0.0531779 0.027562 0.100126 0.0236001
threshold=91.000000000000014 89.500000000000014 2.5000000000000004 461.50000000000006 325.00000000000006 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 141.50000000000003 2.5000000000000004 3.5000000000000004 112.50000000000001 5.5000000000000009 150.50000000000003 150.50000000000003 3.5000000000000004 6.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 15 -2 11 10 13 12 -9 14 -10 -7 -12 -4 -19 -15
right_child=3 -3 17 -5 -6 6 -8 8 9 -11 16 -13 -14 19 -16 -17 -18 18 -20 -21
leaf_value=-0.012089883293956501 -0.004400219321250916 -0.020125127881765365 0.0036947746062651263 -0.0082440797771726332 0.0094056823465507484 0.0048899956978857503 -0.010404370911419393 0.0073130273221371049 -0.0023632941457132489 -0.0091445454955101004 -0.0043674646566311528 0.011179383943921754 -0.0016849292814731598 0.0095067156212670489 0.0069481578469276417 -0.0018148617818951605 0.002289478777674958 -0.0039540720571364677 0.0053099754080176351 0.0052333115910490353
leaf_weight=5.0000000000000062 4.9999999999999991 4.9999999999999991 8.0000000000000018 6.9999999999999991 7.9999999999999991 6.0000000000000018 5.9999999999999991 6.0000000000000018 6.0000000000000018 4.9999999999999991 5.9999999999999982 6.9999999999999991 5 6.9999999999999982 5 7 6 6.9999999999999982 5 6
leaf_count=5 5 5 8 7 8 6 6 6 6 5 6 7 5 7 5 7 6 7 5 6
internal_value=-6.93242e-05 -0.00442152 -0.00128079 0.00126298 0.00199429 0.00127994 -0.00241001 0.0023754 0.0029496 0.00147115 0.00294556 0.00631718 0.00322305 0.00493783 0.00186918 0.00127969 -0.00103899 0.00142148 -9.40523e-05 0.00753438
internal_weight=128 30 25 98 91 83 19 64 59 41 36 18 11 24 11 13 12 20 12 13
internal_count=128 30 25 98 91 83 19 64 59 41 36 18 11 24 11 13 12 20 12 13

Tree=56
num_cat=2
split_feature=2 4 5 7 7 1 4 7 4 4 4 7 4 7 4 4 7 4 4
split_gain=4.23307 0.190907 0.196175 0.0898101 0.0868514 0.0605261 0.0945738 0.0574061 0.0525118 0.0464649 0.0293864 0.055062 0.0880023 0.0535167 0.0779362 0.0250315 0.0584431 0.0119783 0.000702153
threshold=0 106.00000000000001 3.5000000000000004 3.5000000000000004 4.5000000000000009 1 150.50000000000003 7.5000000000000009 98.500000000000014 424.50000000000006 89.500000000000014 6.5000000000000009 162.50000000000003 3.5000000000000004 117.50000000000001 131.00000000000003 5.5000000000000009 79.000000000000014 91.000000000000014
decision_type=1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 9 18 -3 15 10 17 -4 -2 12 13 -12 -15 16 -7 -6 -1
right_child=7 2 3 -5 8 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00025912359356880174 -0.010530877335824902 0.00646260244746892 0.010318054520757864 -0.00084650727415767815 0.0057447231995562675 0.014224687963724123 0.016255321772769095 -0.0073635647445917142 0.010025281570851804 0.0037917345762252803 -0.018577466408411628 -0.018077692886193594 -0.0084195558447390795 -0.0080967233330011389 -0.016549030815561611 0.00741232628268855 0.0074998214220007263 0.0027893579564988616 0.00051666335202753537
leaf_weight=5.0000000000000018 8.9999999999999982 7 5.0000000000000018 5.9999999999999991 6.0000000000000027 7.0000000000000053 7.9999999999999991 4.9999999999999991 4.9999999999999991 6 6.0000000000000098 5.9999999999999991 7.9999999999999991 4.9999999999999982 6 6.9999999999999991 6 7.9999999999999991 7
leaf_count=5 9 7 5 6 6 7 8 5 5 6 6 6 8 5 6 7 6 8 7
internal_value=-6.58581e-05 0.00662929 0.00848078 0.00407421 0.00352357 0.0106211 0.0116607 -0.0124147 0.00562682 0.00675824 -0.0130461 -0.0137763 -0.012744 -0.014779 -0.0127071 0.0098229 0.0111209 0.00405594 0.000193419
internal_weight=128 83 52 17 31 35 28 45 19 11 40 31 25 17 11 20 13 14 12
internal_count=128 83 52 17 31 35 28 45 19 11 40 31 25 17 11 20 13 14 12

Tree=57
num_cat=0
split_feature=4 4 7 4 4 6 7 7 7 5 4 7 4 7 6 4 4 7 6 7
split_gain=0.245596 0.50942 0.242636 0.240131 0.093901 0.103697 0.180636 0.0782696 0.10075 0.21748 0.0924845 0.0922929 0.0690704 0.0869838 0.0649864 0.0488507 0.0422938 0.023449 0.0226426 0.0846041
threshold=91.000000000000014 89.500000000000014 2.5000000000000004 514.00000000000011 325.00000000000006 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 141.50000000000003 2.5000000000000004 112.50000000000001 5.5000000000000009 3.5000000000000004 150.50000000000003 150.50000000000003 5.5000000000000009 3.5000000000000004 6.5000000000000009
left_child=1 2 -1 4 5 7 15 -2 11 10 12 14 13 -10 -9 -7 -12 -14 -4 -20
right_child=3 -3 18 -5 -6 6 -8 8 9 -11 16 -13 17 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.010958845373243079 -0.003871876895427704 -0.01859012871980667 0.0034161346266046153 -0.0095250365138053895 0.0063003279385156936 0.0045506891173621002 -0.0092481207723418887 0.0064141247188672403 -0.0025511336202422765 -0.0084967602789402016 -0.0039206738273302724 0.010250051292989936 0.0088570896003927532 0.0063783198967576026 -0.0013040931522846221 -0.0015975713463766235 0.0020160615638208884 0.0045973838617404299 -0.0035661879926919948 0.0049495500372722743
leaf_weight=5.0000000000000062 4.9999999999999991 4.9999999999999991 8.0000000000000018 4.9999999999999991 9.9999999999999982 6.0000000000000018 5.9999999999999991 6.0000000000000018 6.0000000000000018 4.9999999999999991 5.9999999999999982 6.9999999999999991 6.9999999999999982 5 5 7 6 6 6.9999999999999982 5
leaf_count=5 5 5 8 5 10 6 6 6 6 5 6 7 7 5 5 7 6 6 7 5
internal_value=-6.25652e-05 -0.00402105 -0.00110723 0.00114921 0.0017231 0.00117163 -0.00207198 0.00213457 0.00264359 0.00127457 0.0026317 0.00576192 0.0044237 0.00150771 0.00290584 0.00124009 -0.000952306 0.00689107 0.00135568 -1.79638e-05
internal_weight=128 30 25 98 93 83 19 64 59 41 36 18 24 11 11 13 12 13 20 12
internal_count=128 30 25 98 93 83 19 64 59 41 36 18 24 11 11 13 12 13 20 12

Tree=58
num_cat=1
split_feature=2 6 5 7 7 7 7 5 5 7 6 7 7 7 7 6 6 5
split_gain=3.66439 0.0755572 0.0704742 0.183816 0.0558608 0.0370607 0.0723989 0.0734466 0.0438698 0.0256501 0.0204576 0.0449328 0.0400716 0.01721 0.0108973 0.00700798 0.00261216 0.00103493
threshold=0 4.5000000000000009 3.5000000000000004 3.5000000000000004 7.5000000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 5.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009
left_child=1 2 5 17 10 6 7 15 13 -9 11 14 -12 -7 -2 -1 -15 -4
right_child=4 -3 3 -5 -6 8 -8 9 -10 -11 12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0082034261105582047 -0.012643484305590381 0.010495547846787507 0.00578777063637972 -0.0052431438397616149 -0.0065662030130624778 0.0042292285444481019 0.00023479449252287546 0.00093478124588727927 0.010151308863847094 0.0059993787109851836 -0.013863166570663455 -0.015401969138871541 -0.0080025266456816881 0.0077746794041660102 -0.010107261242551936 0.010850684382021426 0.0063493082299828536 0.0067617763765156257
leaf_weight=5.0000000000000036 8.0000000000000053 8.9999999999999982 4.9999999999999982 4.9999999999999991 4.9999999999999991 7.0000000000000027 5.9999999999999991 5 10.999999999999998 5 4.9999999999999982 10.999999999999998 7 8.9999999999999982 8.9999999999999982 5 4.9999999999999991 6
leaf_count=5 8 9 5 5 5 7 6 5 11 5 5 11 7 9 9 5 5 6
internal_value=-5.94369e-05 0.00616978 0.00564367 0.00270586 -0.0115489 0.0064541 0.00505193 0.00649707 0.00759336 0.00346708 -0.0121717 -0.012912 -0.0104445 0.00625349 -0.0113008 0.00952706 0.00726562 0.00631905
internal_weight=128 83 74 16 45 58 26 20 32 10 40 28 12 21 17 10 14 11
internal_count=128 83 74 16 45 58 26 20 32 10 40 28 12 21 17 10 14 11

Tree=59
num_cat=1
split_feature=2 4 6 4 7 7 7 4 4 7 4 7 4 4 6 4 7 6 4 7
split_gain=3.30711 0.171864 0.209524 0.163254 0.0809039 0.0723055 0.0504144 0.0487637 0.028601 0.0482897 0.0777079 0.0429338 0.0728928 0.0241435 0.0234653 0.0153812 0.049415 0.0139137 0.0115478 5.9062e-05
threshold=0 106.00000000000001 4.5000000000000009 162.50000000000003 3.5000000000000004 4.5000000000000009 7.5000000000000009 98.500000000000014 89.500000000000014 6.5000000000000009 162.50000000000003 3.5000000000000004 117.50000000000001 298.50000000000006 3.5000000000000004 117.50000000000001 4.5000000000000009 3.5000000000000004 79.000000000000014 2.5000000000000004
left_child=1 5 3 14 13 17 8 18 -2 10 11 -10 -13 -5 15 -3 -17 -1 -7 -15
right_child=6 2 -4 4 -6 7 -8 -9 9 -11 -12 12 -14 19 -16 16 -18 -19 -20 -21
leaf_value=-0.0021384700946509828 -0.0090817601859776512 0.0067327250859567037 0.017348831370472908 0.0085751524008810462 -0.00048798765201354401 0.0049779700580984331 -0.0062378928065299991 0.0090721729956567288 -0.016631287833054832 -0.016311718523502352 -0.0072531424462795261 -0.0069145872443914435 -0.015088837842146555 0.0041983339004218589 0.012175516039133073 0.0060598134435713305 0.012790124428768951 0.0013149367911475043 0.0020761942956596612 0.0044413606077432629
leaf_weight=5.0000000000000018 8.9999999999999982 7.0000000000000062 4.9999999999999991 5.0000000000000027 7.9999999999999991 6.0000000000000027 4.9999999999999991 4.9999999999999991 6.0000000000000098 5.9999999999999991 7.9999999999999991 4.9999999999999982 6 4.9999999999999982 5.9999999999999991 4.9999999999999982 6 7 7.9999999999999991 5
leaf_count=5 9 7 5 5 8 6 5 5 6 6 8 5 6 5 6 5 6 7 8 5
internal_value=-5.6465e-05 0.00586129 0.00761801 0.00658282 0.00357262 0.00291453 -0.0109714 0.00483359 -0.0115631 -0.0122835 -0.0113168 -0.013229 -0.0113733 0.00573828 0.00946758 0.00856494 0.00973089 -0.000123983 0.00331981 0.00431985
internal_weight=128 83 52 47 23 31 45 19 40 31 25 17 11 15 24 18 11 12 14 10
internal_count=128 83 52 47 23 31 45 19 40 31 25 17 11 15 24 18 11 12 14 10

Tree=60
num_cat=2
split_feature=2 6 4 4 4 5 4 4 1 4 4 4 5 4 4 5 4 4 4 6
split_gain=2.81922 0.124742 0.14785 0.0797004 0.0789128 0.0777351 0.039296 0.024995 0.0211179 0.0221668 0.0198558 0.0367361 0.0188571 0.0196995 0.0154561 0.0472986 0.0131783 0.0117761 0.00302639 0.00052725
threshold=0 4.5000000000000009 122.50000000000001 131.00000000000003 106.00000000000001 2.5000000000000004 131.00000000000003 185.50000000000003 1 150.50000000000003 100.50000000000001 89.500000000000014 4.5000000000000009 298.50000000000006 98.500000000000014 1.5000000000000002 365.00000000000006 75.500000000000014 106.00000000000001 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 10 14 19 -8 -10 11 17 13 -9 15 -2 -14 -1 -16 -5
right_child=6 2 -4 7 -6 -7 8 12 9 -11 -12 -13 16 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0069663975387811569 -0.0075575217662844779 0.0043220151402056225 0.016481389701366422 0.00096396007057693268 0.010520028276368977 -0.00076069814269430936 -0.014759982228279112 0.0047799023023496045 -0.01336191867788632 -0.0094384473231103692 0.0032889020442962644 0.01050906926393509 0.00727639723569155 0.00098988381214439882 -0.0083269298387070503 -0.013430215558037162 0.0038007472680571179 0.0040661397390067576 -0.0066613398119807245 0.0016043373942375184
leaf_weight=7.0000000000000089 8.0000000000000018 4.9999999999999982 5 8.9999999999999982 7.9999999999999991 4.9999999999999991 5 6.0000000000000027 6.0000000000000027 8.9999999999999982 4.9999999999999991 4.9999999999999991 4.9999999999999982 7.9999999999999991 5.9999999999999982 5.9999999999999991 6 7 5 4.9999999999999991
leaf_count=7 8 5 5 9 8 5 5 6 6 9 5 5 5 8 6 6 6 7 5 5
internal_value=-0.000153844 0.00515202 0.0104017 0.00446127 0.00612363 0.00491083 -0.0102939 0.00288416 -0.0119459 -0.0110078 0.0060924 0.00683016 0.0038314 0.00261418 -0.00897239 -0.0100744 0.00538059 0.00551627 -0.00756984 0.00119267
internal_weight=131 86 10 76 37 29 45 39 20 15 24 19 25 14 25 14 11 14 11 14
internal_count=131 86 10 76 37 29 45 39 20 15 24 19 25 14 25 14 11 14 11 14

Tree=61
num_cat=2
split_feature=2 6 4 4 4 5 7 4 7 7 7 5 1 4 4 4 7 4 7
split_gain=2.54435 0.112579 0.133435 0.0719296 0.0712188 0.0701559 0.0465676 0.0354646 0.0533684 0.0318838 0.0402716 0.0256754 0.0190589 0.0200056 0.0161568 0.0138241 0.0150432 0.00929652 0.00869273
threshold=0 4.5000000000000009 122.50000000000001 131.00000000000003 106.00000000000001 2.5000000000000004 1.5000000000000002 131.00000000000003 1.5000000000000002 3.5000000000000004 5.5000000000000009 1.5000000000000002 1 150.50000000000003 202.50000000000003 365.00000000000006 3.5000000000000004 79.000000000000014 3.5000000000000004
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 -5 8 -2 -1 -11 -12 -9 -14 18 16 -16 -10 -8
right_child=7 2 -4 6 -6 -7 14 12 17 10 11 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0093403394520282616 -0.011891377007123078 0.0041059143282473091 0.015657320469617843 0.0067918751699229084 0.0099940265994519009 -0.00072266306460733176 0.0020275160903111106 -0.014021982774138448 -0.0081791861332021609 0.0024264465603563512 0.0045031547080725438 0.0095702491886913779 -0.012693823128938667 -0.0089665250645743471 0.0060112515091896024 0.0011037874384783209 0.002515162865165621 -0.0058366391704314288 -0.00056603646704128804
leaf_weight=5.0000000000000062 8.0000000000000018 4.9999999999999982 5 5.9999999999999991 7.9999999999999991 4.9999999999999991 5.9999999999999982 5 8.0000000000000018 9.0000000000000018 4.9999999999999982 5 6.0000000000000027 8.9999999999999982 5.0000000000000027 6.9999999999999991 7.9999999999999991 8.9999999999999982 7
leaf_count=5 8 5 5 6 8 5 6 5 8 9 5 5 6 9 5 7 8 9 7
internal_value=-0.000146152 0.00489442 0.00988162 0.00423821 0.00581745 0.00466529 0.00273995 -0.00977924 -0.00852377 0.00578778 0.0048529 0.0070367 -0.0113486 -0.0104574 0.00200324 0.0028952 0.00385981 -0.00693901 0.000630988
internal_weight=131 86 10 76 37 29 39 45 25 24 19 10 20 15 33 20 13 17 13
internal_count=131 86 10 76 37 29 39 45 25 24 19 10 20 15 33 20 13 17 13

Tree=62
num_cat=2
split_feature=2 7 4 4 4 5 7 7 4 7 4 4 5 5 7 1 4 4 4
split_gain=2.29627 0.0849671 0.0549207 0.193481 0.047906 0.0420233 0.0522018 0.0416072 0.0320068 0.0481649 0.0294572 0.0564002 0.0287454 0.0206374 0.0186208 0.0172007 0.018055 0.0083901 0.00269272
threshold=0 6.5000000000000009 131.00000000000003 106.00000000000001 122.50000000000001 2.5000000000000004 3.5000000000000004 1.5000000000000002 131.00000000000003 1.5000000000000002 185.50000000000003 232.50000000000003 1.5000000000000002 4.5000000000000009 3.5000000000000004 1 150.50000000000003 79.000000000000014 95.500000000000014
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 2 3 5 -3 6 -1 -4 9 -2 14 -12 -8 -13 -9 -10 -17 -11 -14
right_child=8 4 7 -5 -6 -7 12 10 15 17 11 13 18 -15 -16 16 -18 -19 -20
leaf_value=0.0088733222335576883 -0.011296808149199929 0.0057617999095883644 0.0064522815247376759 0.012798117846250534 0.011529648614426454 -0.00068652996909804645 0.0057563514603922788 0.0019261404483889542 -0.013320883512496946 -0.007770226756110785 0.0071459471868971954 -0.00056785043062908313 0.0021992008388042445 0.0032715514335515243 -0.0020130638033151625 -0.012059132009744638 -0.0085181988361808982 -0.0055448072988332972 0.00055824937298893924
leaf_weight=5.0000000000000062 8.0000000000000018 8.9999999999999982 5.9999999999999991 6.9999999999999991 5.9999999999999991 4.9999999999999991 5.9999999999999973 5.9999999999999982 5 8.0000000000000018 6.0000000000000027 6.9999999999999982 5 7 6 6.0000000000000027 8.9999999999999982 8.9999999999999982 5
leaf_count=5 8 9 6 7 6 5 6 6 5 8 6 7 5 7 6 6 9 9 5
internal_value=-0.000138844 0.0046497 0.00392732 0.00541958 0.00806894 0.00343305 0.0044139 0.00263141 -0.00929028 -0.00809758 0.001915 0.00309008 0.00302033 0.00135185 -4.34617e-05 -0.0107811 -0.00993457 -0.00659206 0.00137873
internal_weight=131 86 71 33 15 26 21 38 45 25 32 20 16 14 12 20 15 17 10
internal_count=131 86 71 33 15 26 21 38 45 25 32 20 16 14 12 20 15 17 10

Tree=63
num_cat=1
split_feature=2 6 4 4 4 5 7 4 7 7 7 5 7 4 4 4 7 6 7
split_gain=2.07239 0.0974094 0.112531 0.0590996 0.0551688 0.0574677 0.0384306 0.0288862 0.0434689 0.0256998 0.0345266 0.0236742 0.0169505 0.0249938 0.0128203 0.0123489 0.0132916 0.00902389 0.00721991
threshold=0 4.5000000000000009 122.50000000000001 131.00000000000003 106.00000000000001 2.5000000000000004 1.5000000000000002 131.00000000000003 1.5000000000000002 3.5000000000000004 5.5000000000000009 1.5000000000000002 6.5000000000000009 162.50000000000003 202.50000000000003 365.00000000000006 3.5000000000000004 3.5000000000000004 3.5000000000000004
left_child=1 3 -3 4 5 9 -5 8 -2 -1 -11 -12 13 -9 18 16 -16 -10 -8
right_child=7 2 -4 6 -6 -7 14 12 17 10 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0084296564012765769 -0.010731967713218179 0.0037522257957607521 0.014360276721417901 0.0061296674364712091 0.0089142524637281905 -0.00065220361808314929 0.0018298333277925853 -0.01194712117314338 -0.0074843126814812394 0.0021541111378206141 0.0039900704333558686 0.0088556824112310997 -0.012225759641400406 -0.0074407407082617283 0.0055080173164606056 0.00088088250985103003 0.0022217692690901457 -0.0051763694267719989 -0.00053381515400750292
leaf_weight=5.0000000000000062 8.0000000000000018 4.9999999999999982 5 5.9999999999999991 7.9999999999999991 4.9999999999999991 5.9999999999999982 5.0000000000000027 8.0000000000000018 9.0000000000000018 4.9999999999999982 5 6.9999999999999991 7.9999999999999991 5.0000000000000027 6.9999999999999991 7.9999999999999991 8.9999999999999982 7
leaf_count=5 8 5 5 6 8 5 6 5 8 9 5 5 7 8 5 7 8 9 7
internal_value=-0.000131902 0.00441721 0.00905625 0.00380681 0.0052383 0.00422424 0.00244874 -0.00882576 -0.0076927 0.00524017 0.00440083 0.00642288 -0.0102421 -0.00917396 0.00177948 0.00257402 0.00348571 -0.00626246 0.0005571
internal_weight=131 86 10 76 37 29 39 45 25 24 19 10 20 13 33 20 13 17 13
internal_count=131 86 10 76 37 29 39 45 25 24 19 10 20 13 33 20 13 17 13

Tree=64
num_cat=2
split_feature=2 6 4 4 4 7 7 4 7 4 6 1 4 4 4 7 6 7
split_gain=1.87033 0.087912 0.101559 0.0533374 0.0497899 0.0346836 0.0320191 0.0260698 0.0392306 0.0247068 0.0172089 0.0167329 0.0153535 0.0123033 0.038335 0.0154356 0.00814406 0.0012944
threshold=0 4.5000000000000009 122.50000000000001 131.00000000000003 106.00000000000001 1.5000000000000002 4.5000000000000009 131.00000000000003 1.5000000000000002 85.500000000000014 3.5000000000000004 1 150.50000000000003 162.50000000000003 232.50000000000003 4.5000000000000009 3.5000000000000004 3.5000000000000004
left_child=1 3 -3 4 6 -5 10 8 -2 -8 -1 -9 -13 17 -15 -16 -10 -7
right_child=7 2 -4 5 -6 13 9 11 16 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.0036930995682875299 -0.010195369423308872 0.0035646144021302473 0.013642263077199457 0.0058231842005625374 0.0084685396868735552 0.0024616828234866267 0.0034593782025492841 -0.012234952449798582 -0.0071100970963016126 0.0071642412829937205 -0.00027865894138813014 -0.010854175314307206 -0.0075888824338714292 -0.002400489399830499 0.00091633850501643291 0.0040468946531681078 -0.0049175508061630865 0.0035509650905927019
leaf_weight=6.0000000000000018 8.0000000000000018 4.9999999999999982 5 5.9999999999999991 7.9999999999999991 4.9999999999999982 9.0000000000000018 5 8.0000000000000018 8.9999999999999982 5 6.0000000000000027 8.9999999999999982 6.0000000000000027 8.9999999999999982 6.9999999999999991 8.9999999999999982 6
leaf_count=6 8 5 5 6 8 5 9 5 8 9 5 6 9 6 9 7 9 6
internal_value=-0.000125307 0.00419635 0.00860344 0.00361647 0.00497638 0.0023263 0.00401303 -0.00838448 -0.00730807 0.00531181 0.00188775 -0.00972999 -0.008895 0.0016905 0.00100784 0.00228596 -0.00594934 0.00305584
internal_weight=131 86 10 76 37 39 29 45 25 18 11 20 15 33 22 16 17 11
internal_count=131 86 10 76 37 39 29 45 25 18 11 20 15 33 22 16 17 11

Tree=65
num_cat=1
split_feature=2 4 4 7 4 7 7 7 7 7 4 4 4 4 7 7 7 7 4 4
split_gain=1.4408 0.038551 0.061448 0.0987826 0.0926408 0.078566 0.0716729 0.046119 0.0297531 0.0264637 0.0257799 0.0212219 0.0178289 0.0330731 0.0410481 0.0275439 0.00961206 0.00461936 0.00454456 1.99938e-05
threshold=0 365.00000000000006 141.50000000000003 2.5000000000000004 109.50000000000001 4.5000000000000009 3.5000000000000004 5.5000000000000009 6.5000000000000009 6.5000000000000009 162.50000000000003 89.500000000000014 66.000000000000014 79.000000000000014 3.5000000000000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 136.50000000000003 95.500000000000014
left_child=1 2 4 -4 12 -6 -5 -8 10 -7 11 -2 -1 -14 -15 19 -13 -3 -10 -16
right_child=8 17 3 6 5 9 7 -9 18 -11 -12 16 13 14 15 -17 -18 -19 -20 -21
leaf_value=0.0016282235900871456 -0.0069170690607279458 0.0017138501256704333 0.00048573137998270463 0.012355747260153288 0.0052116753347218004 -0.0042327310889959347 0.0019951887242496019 0.0082825211808085428 -0.0045971778842310114 0.00052995510399341569 -0.0062317857518792152 -0.0088853458641096946 0.0076228836580412469 0.0071331324587975203 0.001171224601566791 0.0053088666344895813 -0.011468955465695924 -0.00043541980907320973 -0.0064724432038409359 0.0010358449576112129
leaf_weight=4.9999999999999991 6.0000000000000062 4.9999999999999982 6.0000000000000027 6.0000000000000027 5.0000000000000027 6.9999999999999982 4.9999999999999982 7 5.9999999999999982 5 8.9999999999999982 5.9999999999999991 7.9999999999999991 7.0000000000000027 5.0000000000000018 5.9999999999999991 8.9999999999999982 5 7 6
leaf_count=5 6 5 6 6 5 7 5 7 6 5 9 6 8 7 5 6 9 5 7 6
internal_value=-0.00010349 0.00356198 0.00393669 0.00604177 0.0030011 -5.41744e-05 0.00789378 0.0056628 -0.00760491 -0.00224828 -0.00847071 -0.00943024 0.00440488 0.00483873 0.00391068 0.00258379 -0.0104355 0.000639215 -0.00560694 0.00109738
internal_weight=131 88 78 24 54 17 18 12 43 12 30 21 37 32 24 17 15 10 13 11
internal_count=131 88 78 24 54 17 18 12 43 12 30 21 37 32 24 17 15 10 13 11

Tree=66
num_cat=1
split_feature=6 4 4 1 4 4 4 4 4 4 7 7 5 7 4 6 4 4 5
split_gain=0.11011 0.102863 0.0921916 0.0306441 0.0775303 0.0380253 0.0310947 0.0278677 0.0857061 0.0382021 0.0377936 0.0230501 0.0229613 0.0209192 0.0201719 0.01499 0.0141766 0.00860429 0.00459903
threshold=4.5000000000000009 202.50000000000003 89.500000000000014 0 232.50000000000003 181.00000000000003 131.00000000000003 89.500000000000014 91.000000000000014 109.50000000000001 3.5000000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 232.50000000000003 3.5000000000000004 424.50000000000006 122.50000000000001 2.5000000000000004
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 10 -9 11 -5 15 -12 -8 -7 -10 -6 -4 -11
right_child=1 -3 17 5 16 14 13 8 9 18 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0077399691566824858 0.0011929426390997816 0.0033312288671731951 -0.0051801131572574381 -0.0014862006064504378 0.0020184274711128733 -0.0049154210276901728 0.0046088790421241095 -0.0068547855317592629 -0.0015568008956809833 -0.0026477195555344229 0.0012598031607922169 0.0036554306781908965 0.0053515774353096873 0.00086610009893774988 -0.0006153204478323459 0.0021500650793313978 -0.00087434260640293368 -0.0076245361525151467 -0.00071466183289885514
leaf_weight=5.0000000000000027 5.0000000000000062 4.9999999999999991 5.9999999999999991 7.0000000000000027 9.0000000000000018 4.9999999999999982 6.9999999999999991 4.9999999999999991 6.0000000000000018 7.9999999999999982 7.9999999999999982 7.9999999999999991 6 7.9999999999999991 6 5 7.9999999999999991 8.9999999999999982 5
leaf_count=5 5 5 6 7 9 5 7 5 6 8 8 8 6 8 6 5 8 9 5
internal_value=-9.83153e-05 -0.00308323 -0.00468684 0.000605673 0.00226686 0.0001706 0.000583554 5.87665e-05 -0.00076692 0.000184309 0.00151355 0.00161331 0.00301342 0.00261273 -0.00256991 0.000128138 0.000657124 -0.00664677 -0.00190424
internal_weight=131 25 20 106 22 84 73 58 37 32 21 19 14 15 11 11 17 15 13
internal_count=131 25 20 106 22 84 73 58 37 32 21 19 14 15 11 11 17 15 13

Tree=67
num_cat=2
split_feature=2 4 4 4 5 4 6 4 4 4 4 4 4 6 5 6 1 4 4
split_gain=1.26848 0.033546 0.0515286 0.0825441 0.0504638 0.0397743 0.038406 0.0651369 0.0212251 0.0609603 0.0122877 0.021735 0.0209053 0.0119621 0.00677638 0.0064902 0.00488671 0.018887 0.00325301
threshold=0 365.00000000000006 141.50000000000003 122.50000000000001 2.5000000000000004 136.50000000000003 3.5000000000000004 213.00000000000003 72.000000000000014 98.500000000000014 79.000000000000014 72.000000000000014 106.00000000000001 3.5000000000000004 2.5000000000000004 3.5000000000000004 1 136.50000000000003 91.000000000000014
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 4 10 -5 7 -4 -2 -10 11 -1 15 14 -11 18 17 -15 -12
right_child=8 -3 6 5 -6 -7 -8 -9 9 13 12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0040238862449768938 -0.0043733729049563411 0.00061945360619574796 0.0076830032203967311 -0.0044152116216719167 -0.00012237924550260817 0.0018914765119552607 0.0095221552252769473 0.0018197428435087204 -0.012192447825024526 -0.0065164533630013427 0.0047933409502729715 0.0083401335217058638 0.0064487976332505545 -0.0033025964202048883 -0.0089265005130852969 0.0019797439803369344 -0.0070861819821099407 -0.0071255470759102272 0.0030665159225463866
leaf_weight=6.9999999999999982 5.9999999999999991 9.9999999999999982 9.0000000000000053 4.9999999999999982 6.9999999999999991 5 4.9999999999999991 9.9999999999999982 5.9999999999999991 5.0000000000000018 5.0000000000000053 5 5.9999999999999991 5.9999999999999982 7 7.9999999999999991 6.0000000000000027 7 6
leaf_count=7 6 10 9 5 7 5 5 10 6 5 5 5 6 6 7 8 6 7 6
internal_value=-9.33996e-05 0.0033459 0.00369544 0.00283869 0.00377063 -0.00126187 0.00562313 0.00459708 -0.00713196 -0.0075793 0.00450715 0.00582232 0.00387586 -0.00668643 -0.00792231 0.00306336 -0.00590587 -0.00536111 0.00385144
internal_weight=131 88 78 54 44 10 24 19 43 37 37 12 25 31 12 19 19 13 11
internal_count=131 88 78 54 44 10 24 19 43 37 37 12 25 31 12 19 19 13 11

Tree=68
num_cat=1
split_feature=2 4 4 7 4 7 5 7 4 7 7 4 7 4 4 4 6 6 4 7
split_gain=1.14481 0.0302753 0.0465046 0.0877608 0.0744961 0.0600164 0.0455436 0.0638997 0.0427592 0.0420889 0.0380082 0.0358963 0.0263032 0.0248199 0.0183632 0.0174097 0.00842136 0.00780359 0.00663473 0.00416897
threshold=0 365.00000000000006 141.50000000000003 2.5000000000000004 122.50000000000001 3.5000000000000004 2.5000000000000004 3.5000000000000004 79.000000000000014 5.5000000000000009 5.5000000000000009 136.50000000000003 6.5000000000000009 162.50000000000003 89.500000000000014 72.000000000000014 3.5000000000000004 4.5000000000000009 98.500000000000014 2.5000000000000004
left_child=1 2 4 -4 6 -5 7 -1 15 -7 18 -6 13 14 -2 -9 -16 -14 -10 -3
right_child=12 19 3 5 11 9 -8 8 10 -11 -12 -13 17 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0082379385828971873 -0.0061931286628047555 0.0016093841753900056 0.00010506551867971812 0.011170657444745297 -0.0041944509372115147 0.0015423924475908282 -0.00011626043623047217 0.0037506351713091114 0.0010114137083292003 0.0075487389628376275 0.004419875651365146 0.0017969024181365965 -0.0064463322609663032 -0.005392573608292474 -0.010574228735640647 0.0079231270775198936 -0.0081995065240854648 -0.0039283142774365837 -0.0014547237753868101 -0.00043242231011390679
leaf_weight=7.9999999999999991 6.0000000000000062 4.9999999999999982 6.0000000000000027 6.0000000000000027 4.9999999999999982 4.9999999999999982 6.9999999999999991 5.0000000000000018 6.0000000000000018 7 7.9999999999999991 5 4.9999999999999973 8.9999999999999982 7.9999999999999982 5 7 8 5 5
leaf_count=8 6 5 6 6 5 5 7 5 6 7 8 5 5 9 8 5 7 8 5 5
internal_value=-8.87296e-05 0.0031786 0.00351067 0.00534198 0.00269675 0.00708762 0.0035821 0.00428179 0.00319044 0.00504609 0.00179757 -0.00119877 -0.00677536 -0.00758941 -0.00853091 0.00583688 -0.00946603 -0.00489678 -0.000109558 0.000588481
internal_weight=131 88 78 24 54 18 44 37 29 12 19 10 43 30 21 10 15 13 11 10
internal_count=131 88 78 24 54 18 44 37 29 12 19 10 43 30 21 10 15 13 11 10

Tree=69
num_cat=1
split_feature=2 4 4 7 4 7 5 7 4 7 7 4 7 4 4 4 5 4 4 7
split_gain=1.03319 0.0273234 0.0419704 0.0792041 0.0672327 0.0541648 0.0411031 0.0576695 0.0385902 0.0379852 0.0343024 0.0323964 0.0237386 0.0227585 0.0157122 0.00885317 0.0178224 0.00598784 0.00421848 0.0037625
threshold=0 365.00000000000006 141.50000000000003 2.5000000000000004 122.50000000000001 3.5000000000000004 2.5000000000000004 3.5000000000000004 79.000000000000014 5.5000000000000009 5.5000000000000009 136.50000000000003 6.5000000000000009 98.500000000000014 72.000000000000014 162.50000000000003 2.5000000000000004 98.500000000000014 136.50000000000003 2.5000000000000004
left_child=1 2 4 -4 6 -5 7 -1 14 -7 17 -6 13 -2 -9 16 -15 -10 -14 -3
right_child=12 19 3 5 11 9 -8 8 10 -11 -12 -13 18 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0078260415990371261 -0.0093135708529088201 0.0015289149619638924 9.9812230716148957e-05 0.010612124577164643 -0.0039847287535667427 0.0014652727544307712 -0.00011044721385197981 0.0035631033498793822 0.00096084322625150241 0.0071713016501494808 0.0041988817625679079 0.0017070573568344115 -0.003679085305581491 -0.0052705481143978713 0.0075269707664847368 -0.0051229448368151987 -0.0091243770904839028 -0.0013819876313209533 -0.0054858220674629714 -0.00041080126538872713
leaf_weight=7.9999999999999991 9.0000000000000018 4.9999999999999982 6.0000000000000027 6.0000000000000027 4.9999999999999982 4.9999999999999982 6.9999999999999991 5.0000000000000018 6.0000000000000018 7 7.9999999999999991 5 5.9999999999999982 6.0000000000000018 5 8.9999999999999982 6 5 7 5
leaf_count=8 9 5 6 6 5 5 7 5 6 7 8 5 6 6 5 9 6 5 7 5
internal_value=-8.42932e-05 0.00301967 0.00333513 0.00507488 0.00256191 0.00673323 0.00340299 0.0040677 0.00303092 0.00479379 0.00170769 -0.00113884 -0.00643659 -0.00720994 0.00554504 -0.00630838 -0.00719746 -0.00010408 -0.00465194 0.000559057
internal_weight=131 88 78 24 54 18 44 37 29 12 19 10 43 30 10 21 12 11 13 10
internal_count=131 88 78 24 54 18 44 37 29 12 19 10 43 30 10 21 12 11 13 10

end of trees

feature_importances:
surface=607
amenities_count=312
zone_score=151
bedrooms=123
transaction_type=63
property_type=43

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1,mape]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.05]
[num_leaves: 63]
[num_threads: 0]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 5]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[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: 0,1,2,3]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[["ariana", "ben-arous", "hammamet", "la-marsa", "sfax", "sousse", "tunis"], ["apartment", "commercial", "house", "office", "villa"], ["location", "vente"], ["bon_etat"]]